Poisson fLDS
Note
Click here to download the full example code
Poisson fLDS#
Fitting LDS with SVI
0%| | 0/10000 [00:00<?, ?it/s]
LP: -144417.7: 0%| | 0/10000 [00:00<?, ?it/s]
ELBO: -145361.3: 0%| | 0/10000 [00:00<?, ?it/s]
ELBO: -143205.2: 0%| | 1/10000 [00:00<16:07, 10.33it/s]
ELBO: -140972.5: 0%| | 2/10000 [00:00<12:04, 13.79it/s]
ELBO: -140972.5: 0%| | 3/10000 [00:00<08:03, 20.68it/s]
ELBO: -139654.9: 0%| | 6/10000 [00:00<08:03, 20.68it/s]
ELBO: -139654.9: 0%| | 7/10000 [00:00<06:04, 27.44it/s]
ELBO: -138413.9: 0%| | 7/10000 [00:00<06:04, 27.44it/s]
ELBO: -136549.5: 0%| | 8/10000 [00:00<06:04, 27.44it/s]
ELBO: -134492.0: 0%| | 12/10000 [00:00<06:03, 27.44it/s]
ELBO: -134492.0: 0%| | 13/10000 [00:00<04:54, 33.92it/s]
ELBO: -133646.2: 0%| | 13/10000 [00:00<04:54, 33.92it/s]
ELBO: -131456.9: 0%| | 14/10000 [00:00<04:54, 33.92it/s]
ELBO: -130458.3: 0%| | 15/10000 [00:00<04:54, 33.92it/s]
ELBO: -128601.3: 0%| | 16/10000 [00:00<04:54, 33.92it/s]
ELBO: -128601.3: 0%| | 17/10000 [00:00<07:06, 23.41it/s]
ELBO: -126413.5: 0%| | 21/10000 [00:00<07:06, 23.41it/s]
ELBO: -125181.9: 0%| | 22/10000 [00:00<07:06, 23.41it/s]
ELBO: -125181.9: 0%| | 23/10000 [00:00<06:00, 27.65it/s]
ELBO: -122919.8: 0%| | 23/10000 [00:00<06:00, 27.65it/s]
ELBO: -122184.4: 0%| | 24/10000 [00:00<06:00, 27.65it/s]
ELBO: -120085.0: 0%| | 25/10000 [00:00<06:00, 27.65it/s]
ELBO: -120085.0: 0%| | 26/10000 [00:00<06:30, 25.51it/s]
ELBO: -119543.4: 0%| | 26/10000 [00:01<06:30, 25.51it/s]
ELBO: -117838.0: 0%| | 27/10000 [00:01<06:30, 25.51it/s]
ELBO: -116230.3: 0%| | 28/10000 [00:01<06:30, 25.51it/s]
ELBO: -116230.3: 0%| | 29/10000 [00:01<07:57, 20.86it/s]
ELBO: -114744.0: 0%| | 29/10000 [00:01<07:57, 20.86it/s]
ELBO: -113419.5: 0%| | 33/10000 [00:01<07:57, 20.86it/s]
ELBO: -111729.0: 0%| | 34/10000 [00:01<07:57, 20.86it/s]
ELBO: -111729.0: 0%| | 35/10000 [00:01<07:09, 23.18it/s]
ELBO: -110055.2: 0%| | 35/10000 [00:01<07:09, 23.18it/s]
ELBO: -109091.4: 0%| | 36/10000 [00:01<07:09, 23.18it/s]
ELBO: -107347.2: 0%| | 37/10000 [00:01<07:09, 23.18it/s]
ELBO: -107347.2: 0%| | 38/10000 [00:01<07:21, 22.54it/s]
ELBO: -105488.9: 0%| | 38/10000 [00:01<07:21, 22.54it/s]
ELBO: -104393.2: 0%| | 39/10000 [00:01<07:21, 22.54it/s]
ELBO: -102983.6: 0%| | 40/10000 [00:01<07:21, 22.54it/s]
ELBO: -102983.6: 0%| | 41/10000 [00:01<08:30, 19.51it/s]
ELBO: -101798.0: 0%| | 41/10000 [00:01<08:30, 19.51it/s]
ELBO: -100538.2: 0%| | 42/10000 [00:01<08:30, 19.51it/s]
ELBO: -98516.0: 0%| | 43/10000 [00:02<08:30, 19.51it/s]
ELBO: -98516.0: 0%| | 44/10000 [00:02<09:27, 17.53it/s]
ELBO: -97827.4: 0%| | 46/10000 [00:02<09:27, 17.53it/s]
ELBO: -96421.3: 0%| | 47/10000 [00:02<09:27, 17.53it/s]
ELBO: -95405.2: 0%| | 48/10000 [00:02<09:27, 17.53it/s]
ELBO: -95405.2: 0%| | 49/10000 [00:02<07:40, 21.61it/s]
ELBO: -93700.0: 0%| | 49/10000 [00:02<07:40, 21.61it/s]
ELBO: -92552.8: 0%| | 50/10000 [00:02<07:40, 21.61it/s]
ELBO: -91100.2: 1%| | 51/10000 [00:02<07:40, 21.61it/s]
ELBO: -91100.2: 1%| | 52/10000 [00:02<08:42, 19.03it/s]
ELBO: -90375.9: 1%| | 52/10000 [00:02<08:42, 19.03it/s]
ELBO: -89282.3: 1%| | 53/10000 [00:02<08:42, 19.03it/s]
ELBO: -87563.4: 1%| | 54/10000 [00:02<08:42, 19.03it/s]
ELBO: -87563.4: 1%| | 55/10000 [00:02<09:31, 17.40it/s]
ELBO: -86642.9: 1%| | 55/10000 [00:02<09:31, 17.40it/s]
ELBO: -85553.8: 1%| | 56/10000 [00:02<09:31, 17.40it/s]
ELBO: -84443.9: 1%| | 57/10000 [00:02<09:31, 17.40it/s]
ELBO: -84443.9: 1%| | 58/10000 [00:02<09:06, 18.19it/s]
ELBO: -83760.6: 1%| | 58/10000 [00:02<09:06, 18.19it/s]
ELBO: -82299.4: 1%| | 59/10000 [00:02<09:06, 18.19it/s]
ELBO: -82299.4: 1%| | 60/10000 [00:02<10:04, 16.44it/s]
ELBO: -81026.5: 1%| | 60/10000 [00:02<10:04, 16.44it/s]
ELBO: -80170.0: 1%| | 63/10000 [00:02<10:04, 16.44it/s]
ELBO: -79271.3: 1%| | 64/10000 [00:03<10:04, 16.44it/s]
ELBO: -79271.3: 1%| | 65/10000 [00:03<08:50, 18.71it/s]
ELBO: -78036.2: 1%| | 65/10000 [00:03<08:50, 18.71it/s]
ELBO: -77035.9: 1%| | 66/10000 [00:03<08:50, 18.71it/s]
ELBO: -76329.5: 1%| | 67/10000 [00:03<08:50, 18.71it/s]
ELBO: -76329.5: 1%| | 68/10000 [00:03<08:39, 19.11it/s]
ELBO: -74782.1: 1%| | 68/10000 [00:03<08:39, 19.11it/s]
ELBO: -73767.4: 1%| | 69/10000 [00:03<08:39, 19.11it/s]
ELBO: -73767.4: 1%| | 70/10000 [00:03<09:44, 16.99it/s]
ELBO: -73580.7: 1%| | 70/10000 [00:03<09:44, 16.99it/s]
ELBO: -72411.7: 1%| | 71/10000 [00:03<09:44, 16.99it/s]
ELBO: -71056.3: 1%| | 72/10000 [00:03<09:44, 16.99it/s]
ELBO: -71056.3: 1%| | 73/10000 [00:03<09:14, 17.91it/s]
ELBO: -70586.1: 1%| | 73/10000 [00:03<09:14, 17.91it/s]
ELBO: -69293.6: 1%| | 74/10000 [00:03<09:14, 17.91it/s]
ELBO: -69293.6: 1%| | 75/10000 [00:03<10:23, 15.91it/s]
ELBO: -68628.8: 1%| | 75/10000 [00:03<10:23, 15.91it/s]
ELBO: -67673.4: 1%| | 76/10000 [00:03<10:23, 15.91it/s]
ELBO: -66776.7: 1%| | 77/10000 [00:03<10:23, 15.91it/s]
ELBO: -66776.7: 1%| | 78/10000 [00:03<09:38, 17.15it/s]
ELBO: -66172.8: 1%| | 78/10000 [00:04<09:38, 17.15it/s]
ELBO: -66172.8: 1%| | 81/10000 [00:04<08:45, 18.88it/s]
ELBO: -65246.5: 1%| | 81/10000 [00:04<08:45, 18.88it/s]
ELBO: -64376.7: 1%| | 82/10000 [00:04<08:45, 18.88it/s]
ELBO: -64376.7: 1%| | 83/10000 [00:04<08:40, 19.04it/s]
ELBO: -63773.4: 1%| | 83/10000 [00:04<08:40, 19.04it/s]
ELBO: -62619.1: 1%| | 84/10000 [00:04<08:40, 19.04it/s]
ELBO: -62076.2: 1%| | 85/10000 [00:04<08:40, 19.04it/s]
ELBO: -62076.2: 1%| | 86/10000 [00:04<09:51, 16.77it/s]
ELBO: -61320.2: 1%| | 86/10000 [00:04<09:51, 16.77it/s]
ELBO: -61095.9: 1%| | 87/10000 [00:04<09:51, 16.77it/s]
ELBO: -60017.1: 1%| | 88/10000 [00:04<09:51, 16.77it/s]
ELBO: -60017.1: 1%| | 89/10000 [00:04<09:19, 17.72it/s]
ELBO: -59426.1: 1%| | 89/10000 [00:04<09:19, 17.72it/s]
ELBO: -59016.7: 1%| | 90/10000 [00:04<09:19, 17.72it/s]
ELBO: -59016.7: 1%| | 91/10000 [00:04<10:31, 15.68it/s]
ELBO: -58351.9: 1%| | 91/10000 [00:04<10:31, 15.68it/s]
ELBO: -57382.6: 1%| | 92/10000 [00:04<10:31, 15.68it/s]
ELBO: -57382.6: 1%| | 93/10000 [00:04<09:59, 16.53it/s]
ELBO: -56819.0: 1%| | 93/10000 [00:04<09:59, 16.53it/s]
ELBO: -56118.5: 1%| | 94/10000 [00:04<09:59, 16.53it/s]
ELBO: -56118.5: 1%| | 95/10000 [00:04<11:04, 14.91it/s]
ELBO: -55221.6: 1%| | 95/10000 [00:04<11:04, 14.91it/s]
ELBO: -55106.1: 1%| | 96/10000 [00:05<11:04, 14.91it/s]
ELBO: -55106.1: 1%| | 97/10000 [00:05<10:21, 15.94it/s]
ELBO: -54779.3: 1%| | 97/10000 [00:05<10:21, 15.94it/s]
ELBO: -54060.3: 1%| | 98/10000 [00:05<10:21, 15.94it/s]
ELBO: -54060.3: 1%| | 99/10000 [00:05<11:29, 14.37it/s]
ELBO: -53148.6: 1%| | 99/10000 [00:05<11:29, 14.37it/s]
ELBO: -52639.2: 1%|1 | 100/10000 [00:05<11:28, 14.37it/s]
ELBO: -52639.2: 1%|1 | 101/10000 [00:05<10:34, 15.60it/s]
ELBO: -52264.0: 1%|1 | 101/10000 [00:05<10:34, 15.60it/s]
ELBO: -51722.4: 1%|1 | 104/10000 [00:05<10:34, 15.60it/s]
ELBO: -51722.4: 1%|1 | 105/10000 [00:05<07:41, 21.46it/s]
ELBO: -51185.7: 1%|1 | 105/10000 [00:05<07:41, 21.46it/s]
ELBO: -50603.8: 1%|1 | 106/10000 [00:05<07:41, 21.46it/s]
ELBO: -50073.7: 1%|1 | 107/10000 [00:05<07:41, 21.46it/s]
ELBO: -50073.7: 1%|1 | 108/10000 [00:05<09:12, 17.90it/s]
ELBO: -49677.0: 1%|1 | 108/10000 [00:05<09:12, 17.90it/s]
ELBO: -49210.8: 1%|1 | 109/10000 [00:05<09:12, 17.90it/s]
ELBO: -48881.2: 1%|1 | 110/10000 [00:05<09:12, 17.90it/s]
ELBO: -48881.2: 1%|1 | 111/10000 [00:05<10:12, 16.16it/s]
ELBO: -48514.9: 1%|1 | 111/10000 [00:05<10:12, 16.16it/s]
ELBO: -48246.7: 1%|1 | 112/10000 [00:05<10:11, 16.16it/s]
ELBO: -48246.7: 1%|1 | 113/10000 [00:05<09:45, 16.89it/s]
ELBO: -47756.6: 1%|1 | 113/10000 [00:06<09:45, 16.89it/s]
ELBO: -46923.4: 1%|1 | 114/10000 [00:06<09:45, 16.89it/s]
ELBO: -46923.4: 1%|1 | 115/10000 [00:06<10:52, 15.15it/s]
ELBO: -47030.8: 1%|1 | 115/10000 [00:06<10:52, 15.15it/s]
ELBO: -47008.6: 1%|1 | 116/10000 [00:06<10:52, 15.15it/s]
ELBO: -47008.6: 1%|1 | 117/10000 [00:06<10:12, 16.14it/s]
ELBO: -45746.8: 1%|1 | 117/10000 [00:06<10:12, 16.14it/s]
ELBO: -46077.8: 1%|1 | 118/10000 [00:06<10:12, 16.14it/s]
ELBO: -46077.8: 1%|1 | 119/10000 [00:06<11:25, 14.41it/s]
ELBO: -45149.8: 1%|1 | 119/10000 [00:06<11:25, 14.41it/s]
ELBO: -45122.8: 1%|1 | 120/10000 [00:06<11:25, 14.41it/s]
ELBO: -45122.8: 1%|1 | 121/10000 [00:06<10:36, 15.53it/s]
ELBO: -44677.5: 1%|1 | 121/10000 [00:06<10:36, 15.53it/s]
ELBO: -44425.9: 1%|1 | 122/10000 [00:06<10:36, 15.53it/s]
ELBO: -44425.9: 1%|1 | 123/10000 [00:06<09:58, 16.49it/s]
ELBO: -44195.6: 1%|1 | 123/10000 [00:06<09:58, 16.49it/s]
ELBO: -44195.6: 1%|1 | 126/10000 [00:06<08:46, 18.74it/s]
ELBO: -43750.4: 1%|1 | 126/10000 [00:06<08:46, 18.74it/s]
ELBO: -43477.0: 1%|1 | 127/10000 [00:06<08:46, 18.74it/s]
ELBO: -43477.0: 1%|1 | 128/10000 [00:06<08:40, 18.98it/s]
ELBO: -43225.8: 1%|1 | 128/10000 [00:06<08:40, 18.98it/s]
ELBO: -42891.1: 1%|1 | 129/10000 [00:07<08:40, 18.98it/s]
ELBO: -42891.1: 1%|1 | 130/10000 [00:07<10:14, 16.06it/s]
ELBO: -42785.4: 1%|1 | 130/10000 [00:07<10:14, 16.06it/s]
ELBO: -42285.9: 1%|1 | 131/10000 [00:07<10:14, 16.06it/s]
ELBO: -42285.9: 1%|1 | 132/10000 [00:07<09:41, 16.97it/s]
ELBO: -42266.0: 1%|1 | 132/10000 [00:07<09:41, 16.97it/s]
ELBO: -41788.8: 1%|1 | 133/10000 [00:07<09:41, 16.97it/s]
ELBO: -41788.8: 1%|1 | 134/10000 [00:07<09:16, 17.73it/s]
ELBO: -41619.3: 1%|1 | 134/10000 [00:07<09:16, 17.73it/s]
ELBO: -41602.4: 1%|1 | 135/10000 [00:07<09:16, 17.73it/s]
ELBO: -41602.4: 1%|1 | 136/10000 [00:07<10:45, 15.29it/s]
ELBO: -41123.8: 1%|1 | 136/10000 [00:07<10:45, 15.29it/s]
ELBO: -41000.4: 1%|1 | 137/10000 [00:07<10:45, 15.29it/s]
ELBO: -41000.4: 1%|1 | 138/10000 [00:07<10:05, 16.29it/s]
ELBO: -40770.8: 1%|1 | 138/10000 [00:07<10:05, 16.29it/s]
ELBO: -40587.2: 1%|1 | 139/10000 [00:07<10:05, 16.29it/s]
ELBO: -40587.2: 1%|1 | 140/10000 [00:07<11:26, 14.36it/s]
ELBO: -40289.6: 1%|1 | 140/10000 [00:07<11:26, 14.36it/s]
ELBO: -40024.5: 1%|1 | 141/10000 [00:07<11:26, 14.36it/s]
ELBO: -40024.5: 1%|1 | 142/10000 [00:07<10:31, 15.62it/s]
ELBO: -39725.3: 1%|1 | 142/10000 [00:07<10:31, 15.62it/s]
ELBO: -39804.9: 1%|1 | 143/10000 [00:07<10:31, 15.62it/s]
ELBO: -39804.9: 1%|1 | 144/10000 [00:07<11:38, 14.11it/s]
ELBO: -39489.3: 1%|1 | 144/10000 [00:08<11:38, 14.11it/s]
ELBO: -39262.2: 1%|1 | 145/10000 [00:08<11:38, 14.11it/s]
ELBO: -39262.2: 1%|1 | 146/10000 [00:08<10:41, 15.36it/s]
ELBO: -39019.5: 1%|1 | 146/10000 [00:08<10:41, 15.36it/s]
ELBO: -38916.7: 1%|1 | 147/10000 [00:08<10:41, 15.36it/s]
ELBO: -38916.7: 1%|1 | 148/10000 [00:08<11:50, 13.87it/s]
ELBO: -38663.9: 1%|1 | 148/10000 [00:08<11:50, 13.87it/s]
ELBO: -38543.7: 1%|1 | 149/10000 [00:08<11:50, 13.87it/s]
ELBO: -38543.7: 2%|1 | 150/10000 [00:08<10:50, 15.14it/s]
ELBO: -38316.4: 2%|1 | 150/10000 [00:08<10:50, 15.14it/s]
ELBO: -38297.0: 2%|1 | 153/10000 [00:08<10:50, 15.14it/s]
ELBO: -38297.0: 2%|1 | 154/10000 [00:08<07:46, 21.09it/s]
ELBO: -38078.8: 2%|1 | 154/10000 [00:08<07:46, 21.09it/s]
ELBO: -37955.9: 2%|1 | 155/10000 [00:08<07:46, 21.09it/s]
ELBO: -37748.9: 2%|1 | 156/10000 [00:08<07:46, 21.09it/s]
ELBO: -37748.9: 2%|1 | 157/10000 [00:08<09:15, 17.72it/s]
ELBO: -37712.0: 2%|1 | 157/10000 [00:08<09:15, 17.72it/s]
ELBO: -37495.2: 2%|1 | 158/10000 [00:08<09:15, 17.72it/s]
ELBO: -37448.1: 2%|1 | 159/10000 [00:08<09:15, 17.72it/s]
ELBO: -37448.1: 2%|1 | 160/10000 [00:08<10:13, 16.04it/s]
ELBO: -37493.7: 2%|1 | 160/10000 [00:08<10:13, 16.04it/s]
ELBO: -36993.8: 2%|1 | 161/10000 [00:09<10:13, 16.04it/s]
ELBO: -36993.8: 2%|1 | 162/10000 [00:09<09:46, 16.77it/s]
ELBO: -36936.2: 2%|1 | 162/10000 [00:09<09:46, 16.77it/s]
ELBO: -36942.7: 2%|1 | 163/10000 [00:09<09:46, 16.77it/s]
ELBO: -36942.7: 2%|1 | 164/10000 [00:09<10:50, 15.11it/s]
ELBO: -36791.5: 2%|1 | 164/10000 [00:09<10:50, 15.11it/s]
ELBO: -36727.4: 2%|1 | 165/10000 [00:09<10:50, 15.11it/s]
ELBO: -36727.4: 2%|1 | 166/10000 [00:09<10:09, 16.13it/s]
ELBO: -36396.7: 2%|1 | 166/10000 [00:09<10:09, 16.13it/s]
ELBO: -36454.5: 2%|1 | 167/10000 [00:09<10:09, 16.13it/s]
ELBO: -36454.5: 2%|1 | 168/10000 [00:09<11:17, 14.52it/s]
ELBO: -36332.1: 2%|1 | 168/10000 [00:09<11:17, 14.52it/s]
ELBO: -36146.3: 2%|1 | 169/10000 [00:09<11:17, 14.52it/s]
ELBO: -36146.3: 2%|1 | 170/10000 [00:09<10:25, 15.73it/s]
ELBO: -36237.7: 2%|1 | 170/10000 [00:09<10:25, 15.73it/s]
ELBO: -35988.9: 2%|1 | 171/10000 [00:09<10:24, 15.73it/s]
ELBO: -35871.9: 2%|1 | 172/10000 [00:09<10:24, 15.73it/s]
ELBO: -35871.9: 2%|1 | 173/10000 [00:09<11:03, 14.81it/s]
ELBO: -35791.2: 2%|1 | 173/10000 [00:09<11:03, 14.81it/s]
ELBO: -35627.6: 2%|1 | 174/10000 [00:09<11:03, 14.81it/s]
ELBO: -35627.6: 2%|1 | 175/10000 [00:09<10:20, 15.82it/s]
ELBO: -35630.0: 2%|1 | 175/10000 [00:09<10:20, 15.82it/s]
ELBO: -35360.2: 2%|1 | 176/10000 [00:10<10:20, 15.82it/s]
ELBO: -35360.2: 2%|1 | 177/10000 [00:10<11:20, 14.44it/s]
ELBO: -35258.0: 2%|1 | 179/10000 [00:10<11:20, 14.44it/s]
ELBO: -35238.9: 2%|1 | 180/10000 [00:10<11:20, 14.44it/s]
ELBO: -35271.5: 2%|1 | 181/10000 [00:10<11:20, 14.44it/s]
ELBO: -35271.5: 2%|1 | 182/10000 [00:10<08:05, 20.22it/s]
ELBO: -35206.9: 2%|1 | 182/10000 [00:10<08:05, 20.22it/s]
ELBO: -35222.8: 2%|1 | 183/10000 [00:10<08:05, 20.22it/s]
ELBO: -34935.6: 2%|1 | 184/10000 [00:10<08:05, 20.22it/s]
ELBO: -34935.6: 2%|1 | 185/10000 [00:10<09:15, 17.68it/s]
ELBO: -34783.1: 2%|1 | 185/10000 [00:10<09:15, 17.68it/s]
ELBO: -34780.2: 2%|1 | 186/10000 [00:10<09:14, 17.68it/s]
ELBO: -34781.0: 2%|1 | 187/10000 [00:10<09:14, 17.68it/s]
ELBO: -34781.0: 2%|1 | 188/10000 [00:10<10:00, 16.34it/s]
ELBO: -34726.9: 2%|1 | 188/10000 [00:10<10:00, 16.34it/s]
ELBO: -34636.4: 2%|1 | 189/10000 [00:10<10:00, 16.34it/s]
ELBO: -34526.3: 2%|1 | 190/10000 [00:10<10:00, 16.34it/s]
ELBO: -34526.3: 2%|1 | 191/10000 [00:10<09:20, 17.50it/s]
ELBO: -34444.5: 2%|1 | 191/10000 [00:10<09:20, 17.50it/s]
ELBO: -34369.0: 2%|1 | 192/10000 [00:10<09:20, 17.50it/s]
ELBO: -34369.0: 2%|1 | 193/10000 [00:10<10:14, 15.96it/s]
ELBO: -34281.2: 2%|1 | 193/10000 [00:10<10:14, 15.96it/s]
ELBO: -34228.0: 2%|1 | 194/10000 [00:11<10:14, 15.96it/s]
ELBO: -34257.3: 2%|1 | 195/10000 [00:11<10:14, 15.96it/s]
ELBO: -34257.3: 2%|1 | 196/10000 [00:11<09:29, 17.21it/s]
ELBO: -33990.7: 2%|1 | 196/10000 [00:11<09:29, 17.21it/s]
ELBO: -34142.5: 2%|1 | 197/10000 [00:11<09:29, 17.21it/s]
ELBO: -34142.5: 2%|1 | 198/10000 [00:11<10:28, 15.60it/s]
ELBO: -33928.4: 2%|1 | 198/10000 [00:11<10:28, 15.60it/s]
ELBO: -33970.0: 2%|1 | 199/10000 [00:11<10:28, 15.60it/s]
ELBO: -33856.6: 2%|2 | 200/10000 [00:11<10:28, 15.60it/s]
ELBO: -33856.6: 2%|2 | 201/10000 [00:11<09:36, 16.98it/s]
ELBO: -34007.2: 2%|2 | 201/10000 [00:11<09:36, 16.98it/s]
ELBO: -33821.0: 2%|2 | 202/10000 [00:11<09:36, 16.98it/s]
ELBO: -33821.0: 2%|2 | 203/10000 [00:11<10:35, 15.42it/s]
ELBO: -33767.2: 2%|2 | 203/10000 [00:11<10:35, 15.42it/s]
ELBO: -33757.2: 2%|2 | 204/10000 [00:11<10:35, 15.42it/s]
ELBO: -33522.0: 2%|2 | 205/10000 [00:11<10:35, 15.42it/s]
ELBO: -33522.0: 2%|2 | 206/10000 [00:11<11:00, 14.84it/s]
ELBO: -33432.2: 2%|2 | 208/10000 [00:11<10:59, 14.84it/s]
ELBO: -33442.6: 2%|2 | 209/10000 [00:11<10:59, 14.84it/s]
ELBO: -33542.3: 2%|2 | 210/10000 [00:11<10:59, 14.84it/s]
ELBO: -33542.3: 2%|2 | 211/10000 [00:11<08:10, 19.95it/s]
ELBO: -33425.5: 2%|2 | 211/10000 [00:11<08:10, 19.95it/s]
ELBO: -33384.1: 2%|2 | 212/10000 [00:12<08:10, 19.95it/s]
ELBO: -33217.8: 2%|2 | 213/10000 [00:12<08:10, 19.95it/s]
ELBO: -33217.8: 2%|2 | 214/10000 [00:12<09:07, 17.87it/s]
ELBO: -33374.3: 2%|2 | 214/10000 [00:12<09:07, 17.87it/s]
ELBO: -33150.8: 2%|2 | 215/10000 [00:12<09:07, 17.87it/s]
ELBO: -33015.4: 2%|2 | 216/10000 [00:12<09:07, 17.87it/s]
ELBO: -33015.4: 2%|2 | 217/10000 [00:12<09:50, 16.57it/s]
ELBO: -32991.1: 2%|2 | 217/10000 [00:12<09:50, 16.57it/s]
ELBO: -33221.1: 2%|2 | 218/10000 [00:12<09:50, 16.57it/s]
ELBO: -33153.5: 2%|2 | 219/10000 [00:12<09:50, 16.57it/s]
ELBO: -33153.5: 2%|2 | 220/10000 [00:12<09:15, 17.61it/s]
ELBO: -32794.0: 2%|2 | 220/10000 [00:12<09:15, 17.61it/s]
ELBO: -32817.3: 2%|2 | 221/10000 [00:12<09:15, 17.61it/s]
ELBO: -32817.3: 2%|2 | 222/10000 [00:12<10:13, 15.94it/s]
ELBO: -32975.5: 2%|2 | 222/10000 [00:12<10:13, 15.94it/s]
ELBO: -32750.9: 2%|2 | 223/10000 [00:12<10:13, 15.94it/s]
ELBO: -32787.2: 2%|2 | 224/10000 [00:12<10:13, 15.94it/s]
ELBO: -32787.2: 2%|2 | 225/10000 [00:12<09:27, 17.21it/s]
ELBO: -32871.6: 2%|2 | 225/10000 [00:12<09:27, 17.21it/s]
ELBO: -32899.4: 2%|2 | 226/10000 [00:12<09:27, 17.21it/s]
ELBO: -32899.4: 2%|2 | 227/10000 [00:12<10:25, 15.63it/s]
ELBO: -32683.1: 2%|2 | 227/10000 [00:13<10:25, 15.63it/s]
ELBO: -32480.0: 2%|2 | 228/10000 [00:13<10:25, 15.63it/s]
ELBO: -32544.9: 2%|2 | 229/10000 [00:13<10:25, 15.63it/s]
ELBO: -32544.9: 2%|2 | 230/10000 [00:13<09:35, 16.96it/s]
ELBO: -32537.4: 2%|2 | 230/10000 [00:13<09:35, 16.96it/s]
ELBO: -32433.4: 2%|2 | 231/10000 [00:13<09:35, 16.96it/s]
ELBO: -32433.4: 2%|2 | 232/10000 [00:13<10:32, 15.45it/s]
ELBO: -32526.5: 2%|2 | 232/10000 [00:13<10:32, 15.45it/s]
ELBO: -32542.1: 2%|2 | 233/10000 [00:13<10:32, 15.45it/s]
ELBO: -32403.2: 2%|2 | 234/10000 [00:13<10:32, 15.45it/s]
ELBO: -32403.2: 2%|2 | 235/10000 [00:13<10:55, 14.89it/s]
ELBO: -32487.3: 2%|2 | 235/10000 [00:13<10:55, 14.89it/s]
ELBO: -32436.9: 2%|2 | 236/10000 [00:13<10:55, 14.89it/s]
ELBO: -32357.6: 2%|2 | 239/10000 [00:13<10:55, 14.89it/s]
ELBO: -32357.6: 2%|2 | 240/10000 [00:13<08:10, 19.89it/s]
ELBO: -32301.6: 2%|2 | 240/10000 [00:13<08:10, 19.89it/s]
ELBO: -32191.5: 2%|2 | 241/10000 [00:13<08:10, 19.89it/s]
ELBO: -32224.9: 2%|2 | 242/10000 [00:13<08:10, 19.89it/s]
ELBO: -32224.9: 2%|2 | 243/10000 [00:13<09:07, 17.84it/s]
ELBO: -32369.9: 2%|2 | 243/10000 [00:13<09:07, 17.84it/s]
ELBO: -32196.5: 2%|2 | 244/10000 [00:13<09:06, 17.84it/s]
ELBO: -32181.2: 2%|2 | 245/10000 [00:14<09:06, 17.84it/s]
ELBO: -32181.2: 2%|2 | 246/10000 [00:14<09:51, 16.50it/s]
ELBO: -32115.6: 2%|2 | 246/10000 [00:14<09:51, 16.50it/s]
ELBO: -32151.6: 2%|2 | 247/10000 [00:14<09:51, 16.50it/s]
ELBO: -32075.6: 2%|2 | 248/10000 [00:14<09:51, 16.50it/s]
ELBO: -32075.6: 2%|2 | 249/10000 [00:14<09:15, 17.55it/s]
ELBO: -32055.1: 2%|2 | 249/10000 [00:14<09:15, 17.55it/s]
ELBO: -31992.3: 2%|2 | 250/10000 [00:14<09:15, 17.55it/s]
ELBO: -31992.3: 3%|2 | 251/10000 [00:14<10:09, 16.00it/s]
ELBO: -32119.3: 3%|2 | 251/10000 [00:14<10:09, 16.00it/s]
ELBO: -31906.0: 3%|2 | 252/10000 [00:14<10:09, 16.00it/s]
ELBO: -31967.2: 3%|2 | 253/10000 [00:14<10:09, 16.00it/s]
ELBO: -31967.2: 3%|2 | 254/10000 [00:14<09:25, 17.24it/s]
ELBO: -31919.6: 3%|2 | 254/10000 [00:14<09:25, 17.24it/s]
ELBO: -31710.8: 3%|2 | 255/10000 [00:14<09:25, 17.24it/s]
ELBO: -31710.8: 3%|2 | 256/10000 [00:14<10:25, 15.58it/s]
ELBO: -32009.4: 3%|2 | 256/10000 [00:14<10:25, 15.58it/s]
ELBO: -31751.9: 3%|2 | 257/10000 [00:14<10:25, 15.58it/s]
ELBO: -31763.3: 3%|2 | 258/10000 [00:14<10:25, 15.58it/s]
ELBO: -31763.3: 3%|2 | 259/10000 [00:14<09:34, 16.96it/s]
ELBO: -31766.6: 3%|2 | 259/10000 [00:14<09:34, 16.96it/s]
ELBO: -32001.2: 3%|2 | 260/10000 [00:15<09:34, 16.96it/s]
ELBO: -32001.2: 3%|2 | 261/10000 [00:15<10:33, 15.37it/s]
ELBO: -31695.4: 3%|2 | 261/10000 [00:15<10:33, 15.37it/s]
ELBO: -31583.4: 3%|2 | 262/10000 [00:15<10:33, 15.37it/s]
ELBO: -31583.4: 3%|2 | 263/10000 [00:15<09:56, 16.33it/s]
ELBO: -31638.4: 3%|2 | 263/10000 [00:15<09:56, 16.33it/s]
ELBO: -31534.6: 3%|2 | 264/10000 [00:15<09:56, 16.33it/s]
ELBO: -31534.6: 3%|2 | 265/10000 [00:15<11:02, 14.70it/s]
ELBO: -31661.9: 3%|2 | 265/10000 [00:15<11:02, 14.70it/s]
ELBO: -31590.1: 3%|2 | 266/10000 [00:15<11:02, 14.70it/s]
ELBO: -31649.5: 3%|2 | 267/10000 [00:15<11:02, 14.70it/s]
ELBO: -31649.5: 3%|2 | 268/10000 [00:15<09:49, 16.50it/s]
ELBO: -31503.2: 3%|2 | 270/10000 [00:15<09:49, 16.50it/s]
ELBO: -31503.2: 3%|2 | 271/10000 [00:15<08:42, 18.62it/s]
ELBO: -31511.0: 3%|2 | 271/10000 [00:15<08:42, 18.62it/s]
ELBO: -31509.7: 3%|2 | 272/10000 [00:15<08:42, 18.62it/s]
ELBO: -31410.9: 3%|2 | 273/10000 [00:15<08:42, 18.62it/s]
ELBO: -31410.9: 3%|2 | 274/10000 [00:15<08:22, 19.37it/s]
ELBO: -31405.1: 3%|2 | 274/10000 [00:15<08:22, 19.37it/s]
ELBO: -31532.0: 3%|2 | 275/10000 [00:15<08:22, 19.37it/s]
ELBO: -31532.0: 3%|2 | 276/10000 [00:15<09:37, 16.84it/s]
ELBO: -31287.9: 3%|2 | 276/10000 [00:15<09:37, 16.84it/s]
ELBO: -31274.3: 3%|2 | 277/10000 [00:15<09:37, 16.84it/s]
ELBO: -31227.4: 3%|2 | 278/10000 [00:16<09:37, 16.84it/s]
ELBO: -31227.4: 3%|2 | 279/10000 [00:16<08:58, 18.05it/s]
ELBO: -31280.4: 3%|2 | 279/10000 [00:16<08:58, 18.05it/s]
ELBO: -31351.4: 3%|2 | 280/10000 [00:16<08:58, 18.05it/s]
ELBO: -31351.4: 3%|2 | 281/10000 [00:16<10:02, 16.12it/s]
ELBO: -31301.9: 3%|2 | 281/10000 [00:16<10:02, 16.12it/s]
ELBO: -31273.7: 3%|2 | 282/10000 [00:16<10:02, 16.12it/s]
ELBO: -31300.5: 3%|2 | 283/10000 [00:16<10:02, 16.12it/s]
ELBO: -31300.5: 3%|2 | 284/10000 [00:16<10:32, 15.36it/s]
ELBO: -31116.8: 3%|2 | 284/10000 [00:16<10:32, 15.36it/s]
ELBO: -31138.7: 3%|2 | 285/10000 [00:16<10:32, 15.36it/s]
ELBO: -31191.0: 3%|2 | 286/10000 [00:16<10:32, 15.36it/s]
ELBO: -31191.0: 3%|2 | 287/10000 [00:16<09:36, 16.86it/s]
ELBO: -31119.6: 3%|2 | 287/10000 [00:16<09:36, 16.86it/s]
ELBO: -31083.2: 3%|2 | 288/10000 [00:16<09:36, 16.86it/s]
ELBO: -31083.2: 3%|2 | 289/10000 [00:16<10:29, 15.43it/s]
ELBO: -31061.9: 3%|2 | 289/10000 [00:16<10:29, 15.43it/s]
ELBO: -31098.8: 3%|2 | 290/10000 [00:16<10:29, 15.43it/s]
ELBO: -30998.2: 3%|2 | 291/10000 [00:16<10:29, 15.43it/s]
ELBO: -30998.2: 3%|2 | 292/10000 [00:16<09:31, 16.99it/s]
ELBO: -30954.8: 3%|2 | 292/10000 [00:16<09:31, 16.99it/s]
ELBO: -31076.8: 3%|2 | 293/10000 [00:17<09:31, 16.99it/s]
ELBO: -31076.8: 3%|2 | 294/10000 [00:17<10:30, 15.40it/s]
ELBO: -30998.6: 3%|2 | 294/10000 [00:17<10:30, 15.40it/s]
ELBO: -30923.0: 3%|2 | 295/10000 [00:17<10:30, 15.40it/s]
ELBO: -30946.9: 3%|2 | 296/10000 [00:17<10:30, 15.40it/s]
ELBO: -30946.9: 3%|2 | 297/10000 [00:17<09:32, 16.96it/s]
ELBO: -30812.9: 3%|2 | 297/10000 [00:17<09:32, 16.96it/s]
ELBO: -30842.4: 3%|2 | 298/10000 [00:17<09:32, 16.96it/s]
ELBO: -30842.4: 3%|2 | 299/10000 [00:17<10:28, 15.42it/s]
ELBO: -30831.7: 3%|2 | 299/10000 [00:17<10:28, 15.42it/s]
ELBO: -30796.7: 3%|3 | 300/10000 [00:17<10:28, 15.42it/s]
ELBO: -30882.4: 3%|3 | 301/10000 [00:17<10:28, 15.42it/s]
ELBO: -30882.4: 3%|3 | 302/10000 [00:17<10:51, 14.88it/s]
ELBO: -30932.2: 3%|3 | 302/10000 [00:17<10:51, 14.88it/s]
ELBO: -30738.8: 3%|3 | 305/10000 [00:17<10:51, 14.88it/s]
ELBO: -30685.9: 3%|3 | 306/10000 [00:17<10:51, 14.88it/s]
ELBO: -30685.9: 3%|3 | 307/10000 [00:17<08:01, 20.14it/s]
ELBO: -30726.8: 3%|3 | 307/10000 [00:17<08:01, 20.14it/s]
ELBO: -30616.6: 3%|3 | 308/10000 [00:17<08:01, 20.14it/s]
ELBO: -30683.5: 3%|3 | 309/10000 [00:17<08:01, 20.14it/s]
ELBO: -30683.5: 3%|3 | 310/10000 [00:17<08:58, 18.00it/s]
ELBO: -30648.4: 3%|3 | 310/10000 [00:17<08:58, 18.00it/s]
ELBO: -30627.2: 3%|3 | 311/10000 [00:17<08:58, 18.00it/s]
ELBO: -30680.2: 3%|3 | 312/10000 [00:18<08:58, 18.00it/s]
ELBO: -30680.2: 3%|3 | 313/10000 [00:18<09:43, 16.60it/s]
ELBO: -30592.0: 3%|3 | 313/10000 [00:18<09:43, 16.60it/s]
ELBO: -30488.4: 3%|3 | 314/10000 [00:18<09:43, 16.60it/s]
ELBO: -30755.0: 3%|3 | 315/10000 [00:18<09:43, 16.60it/s]
ELBO: -30755.0: 3%|3 | 316/10000 [00:18<09:07, 17.70it/s]
ELBO: -30615.1: 3%|3 | 316/10000 [00:18<09:07, 17.70it/s]
ELBO: -30511.4: 3%|3 | 317/10000 [00:18<09:07, 17.70it/s]
ELBO: -30511.4: 3%|3 | 318/10000 [00:18<10:03, 16.05it/s]
ELBO: -30470.3: 3%|3 | 318/10000 [00:18<10:03, 16.05it/s]
ELBO: -30464.0: 3%|3 | 319/10000 [00:18<10:03, 16.05it/s]
ELBO: -30473.5: 3%|3 | 320/10000 [00:18<10:03, 16.05it/s]
ELBO: -30473.5: 3%|3 | 321/10000 [00:18<09:17, 17.36it/s]
ELBO: -30462.6: 3%|3 | 321/10000 [00:18<09:17, 17.36it/s]
ELBO: -30511.7: 3%|3 | 322/10000 [00:18<09:17, 17.36it/s]
ELBO: -30511.7: 3%|3 | 323/10000 [00:18<10:17, 15.67it/s]
ELBO: -30437.0: 3%|3 | 323/10000 [00:18<10:17, 15.67it/s]
ELBO: -30488.0: 3%|3 | 324/10000 [00:18<10:17, 15.67it/s]
ELBO: -30311.9: 3%|3 | 325/10000 [00:18<10:17, 15.67it/s]
ELBO: -30311.9: 3%|3 | 326/10000 [00:18<09:24, 17.15it/s]
ELBO: -30333.0: 3%|3 | 326/10000 [00:18<09:24, 17.15it/s]
ELBO: -30592.8: 3%|3 | 327/10000 [00:19<09:24, 17.15it/s]
ELBO: -30592.8: 3%|3 | 328/10000 [00:19<10:21, 15.57it/s]
ELBO: -30239.7: 3%|3 | 328/10000 [00:19<10:21, 15.57it/s]
ELBO: -30372.4: 3%|3 | 329/10000 [00:19<10:21, 15.57it/s]
ELBO: -30317.2: 3%|3 | 330/10000 [00:19<10:21, 15.57it/s]
ELBO: -30317.2: 3%|3 | 331/10000 [00:19<10:45, 14.98it/s]
ELBO: -30371.8: 3%|3 | 331/10000 [00:19<10:45, 14.98it/s]
ELBO: -30298.1: 3%|3 | 332/10000 [00:19<10:45, 14.98it/s]
ELBO: -30289.8: 3%|3 | 333/10000 [00:19<10:45, 14.98it/s]
ELBO: -30289.8: 3%|3 | 334/10000 [00:19<09:42, 16.58it/s]
ELBO: -30239.3: 3%|3 | 334/10000 [00:19<09:42, 16.58it/s]
ELBO: -30191.6: 3%|3 | 335/10000 [00:19<09:42, 16.58it/s]
ELBO: -30191.6: 3%|3 | 336/10000 [00:19<10:34, 15.22it/s]
ELBO: -30224.8: 3%|3 | 336/10000 [00:19<10:34, 15.22it/s]
ELBO: -30265.3: 3%|3 | 337/10000 [00:19<10:34, 15.22it/s]
ELBO: -30156.6: 3%|3 | 338/10000 [00:19<10:34, 15.22it/s]
ELBO: -30156.6: 3%|3 | 339/10000 [00:19<09:35, 16.80it/s]
ELBO: -30230.6: 3%|3 | 341/10000 [00:19<09:34, 16.80it/s]
ELBO: -30230.6: 3%|3 | 342/10000 [00:19<08:34, 18.78it/s]
ELBO: -30191.0: 3%|3 | 342/10000 [00:19<08:34, 18.78it/s]
ELBO: -30079.9: 3%|3 | 343/10000 [00:19<08:34, 18.78it/s]
ELBO: -30208.0: 3%|3 | 344/10000 [00:19<08:34, 18.78it/s]
ELBO: -30208.0: 3%|3 | 345/10000 [00:19<08:18, 19.38it/s]
ELBO: -30010.2: 3%|3 | 345/10000 [00:19<08:18, 19.38it/s]
ELBO: -30035.6: 3%|3 | 346/10000 [00:20<08:18, 19.38it/s]
ELBO: -30035.6: 3%|3 | 347/10000 [00:20<09:29, 16.96it/s]
ELBO: -29960.2: 3%|3 | 347/10000 [00:20<09:29, 16.96it/s]
ELBO: -29986.7: 3%|3 | 348/10000 [00:20<09:29, 16.96it/s]
ELBO: -30138.9: 3%|3 | 349/10000 [00:20<09:29, 16.96it/s]
ELBO: -30138.9: 4%|3 | 350/10000 [00:20<08:51, 18.16it/s]
ELBO: -30024.6: 4%|3 | 350/10000 [00:20<08:51, 18.16it/s]
ELBO: -30001.6: 4%|3 | 351/10000 [00:20<08:51, 18.16it/s]
ELBO: -30001.6: 4%|3 | 352/10000 [00:20<09:57, 16.15it/s]
ELBO: -29968.0: 4%|3 | 352/10000 [00:20<09:57, 16.15it/s]
ELBO: -29920.6: 4%|3 | 353/10000 [00:20<09:57, 16.15it/s]
ELBO: -29931.9: 4%|3 | 354/10000 [00:20<09:57, 16.15it/s]
ELBO: -29931.9: 4%|3 | 355/10000 [00:20<09:09, 17.55it/s]
ELBO: -29951.5: 4%|3 | 355/10000 [00:20<09:09, 17.55it/s]
ELBO: -29814.8: 4%|3 | 356/10000 [00:20<09:09, 17.55it/s]
ELBO: -29814.8: 4%|3 | 357/10000 [00:20<10:10, 15.80it/s]
ELBO: -29874.1: 4%|3 | 357/10000 [00:20<10:10, 15.80it/s]
ELBO: -29868.4: 4%|3 | 358/10000 [00:20<10:10, 15.80it/s]
ELBO: -29846.1: 4%|3 | 359/10000 [00:20<10:10, 15.80it/s]
ELBO: -29846.1: 4%|3 | 360/10000 [00:20<10:36, 15.14it/s]
ELBO: -29865.7: 4%|3 | 360/10000 [00:20<10:36, 15.14it/s]
ELBO: -29690.6: 4%|3 | 361/10000 [00:21<10:36, 15.14it/s]
ELBO: -29778.8: 4%|3 | 362/10000 [00:21<10:36, 15.14it/s]
ELBO: -29778.8: 4%|3 | 363/10000 [00:21<09:37, 16.70it/s]
ELBO: -29674.7: 4%|3 | 363/10000 [00:21<09:37, 16.70it/s]
ELBO: -29796.7: 4%|3 | 364/10000 [00:21<09:37, 16.70it/s]
ELBO: -29796.7: 4%|3 | 365/10000 [00:21<10:28, 15.32it/s]
ELBO: -29718.8: 4%|3 | 365/10000 [00:21<10:28, 15.32it/s]
ELBO: -29820.1: 4%|3 | 366/10000 [00:21<10:28, 15.32it/s]
ELBO: -29759.2: 4%|3 | 367/10000 [00:21<10:28, 15.32it/s]
ELBO: -29759.2: 4%|3 | 368/10000 [00:21<09:31, 16.85it/s]
ELBO: -29824.4: 4%|3 | 368/10000 [00:21<09:31, 16.85it/s]
ELBO: -29659.3: 4%|3 | 369/10000 [00:21<09:31, 16.85it/s]
ELBO: -29659.3: 4%|3 | 370/10000 [00:21<10:27, 15.34it/s]
ELBO: -29817.0: 4%|3 | 370/10000 [00:21<10:27, 15.34it/s]
ELBO: -29718.5: 4%|3 | 371/10000 [00:21<10:27, 15.34it/s]
ELBO: -29753.8: 4%|3 | 372/10000 [00:21<10:27, 15.34it/s]
ELBO: -29753.8: 4%|3 | 373/10000 [00:21<09:28, 16.95it/s]
ELBO: -29644.5: 4%|3 | 373/10000 [00:21<09:28, 16.95it/s]
ELBO: -29632.1: 4%|3 | 374/10000 [00:21<09:27, 16.95it/s]
ELBO: -29632.1: 4%|3 | 375/10000 [00:21<10:24, 15.42it/s]
ELBO: -29547.2: 4%|3 | 375/10000 [00:21<10:24, 15.42it/s]
ELBO: -29494.8: 4%|3 | 376/10000 [00:21<10:24, 15.42it/s]
ELBO: -29566.9: 4%|3 | 377/10000 [00:22<10:24, 15.42it/s]
ELBO: -29566.9: 4%|3 | 378/10000 [00:22<10:49, 14.82it/s]
ELBO: -29484.3: 4%|3 | 380/10000 [00:22<10:49, 14.82it/s]
ELBO: -29406.3: 4%|3 | 381/10000 [00:22<10:49, 14.82it/s]
ELBO: -29658.8: 4%|3 | 382/10000 [00:22<10:49, 14.82it/s]
ELBO: -29658.8: 4%|3 | 383/10000 [00:22<07:59, 20.06it/s]
ELBO: -29490.7: 4%|3 | 383/10000 [00:22<07:59, 20.06it/s]
ELBO: -29548.2: 4%|3 | 384/10000 [00:22<07:59, 20.06it/s]
ELBO: -29434.3: 4%|3 | 385/10000 [00:22<07:59, 20.06it/s]
ELBO: -29434.3: 4%|3 | 386/10000 [00:22<08:57, 17.89it/s]
ELBO: -29535.0: 4%|3 | 386/10000 [00:22<08:57, 17.89it/s]
ELBO: -29435.4: 4%|3 | 387/10000 [00:22<08:57, 17.89it/s]
ELBO: -29432.2: 4%|3 | 388/10000 [00:22<08:57, 17.89it/s]
ELBO: -29432.2: 4%|3 | 389/10000 [00:22<09:41, 16.54it/s]
ELBO: -29398.0: 4%|3 | 389/10000 [00:22<09:41, 16.54it/s]
ELBO: -29443.4: 4%|3 | 390/10000 [00:22<09:41, 16.54it/s]
ELBO: -29457.8: 4%|3 | 391/10000 [00:22<09:41, 16.54it/s]
ELBO: -29457.8: 4%|3 | 392/10000 [00:22<09:04, 17.66it/s]
ELBO: -29517.9: 4%|3 | 392/10000 [00:22<09:04, 17.66it/s]
ELBO: -29456.5: 4%|3 | 393/10000 [00:22<09:04, 17.66it/s]
ELBO: -29456.5: 4%|3 | 394/10000 [00:22<09:58, 16.04it/s]
ELBO: -29392.4: 4%|3 | 394/10000 [00:23<09:58, 16.04it/s]
ELBO: -29400.1: 4%|3 | 395/10000 [00:23<09:58, 16.04it/s]
ELBO: -29196.9: 4%|3 | 396/10000 [00:23<09:58, 16.04it/s]
ELBO: -29196.9: 4%|3 | 397/10000 [00:23<09:15, 17.29it/s]
ELBO: -29251.4: 4%|3 | 397/10000 [00:23<09:15, 17.29it/s]
ELBO: -29309.6: 4%|3 | 398/10000 [00:23<09:15, 17.29it/s]
ELBO: -29309.6: 4%|3 | 399/10000 [00:23<10:16, 15.58it/s]
ELBO: -29292.8: 4%|3 | 399/10000 [00:23<10:16, 15.58it/s]
ELBO: -29194.6: 4%|4 | 400/10000 [00:23<10:16, 15.58it/s]
ELBO: -29228.6: 4%|4 | 401/10000 [00:23<10:15, 15.58it/s]
ELBO: -29228.6: 4%|4 | 402/10000 [00:23<09:22, 17.07it/s]
ELBO: -29328.5: 4%|4 | 402/10000 [00:23<09:22, 17.07it/s]
ELBO: -29123.0: 4%|4 | 403/10000 [00:23<09:22, 17.07it/s]
ELBO: -29123.0: 4%|4 | 404/10000 [00:23<10:18, 15.53it/s]
ELBO: -29189.4: 4%|4 | 404/10000 [00:23<10:18, 15.53it/s]
ELBO: -29272.8: 4%|4 | 405/10000 [00:23<10:17, 15.53it/s]
ELBO: -29138.5: 4%|4 | 406/10000 [00:23<10:17, 15.53it/s]
ELBO: -29138.5: 4%|4 | 407/10000 [00:23<10:41, 14.96it/s]
ELBO: -29170.1: 4%|4 | 407/10000 [00:23<10:41, 14.96it/s]
ELBO: -29232.2: 4%|4 | 408/10000 [00:23<10:40, 14.96it/s]
ELBO: -29189.2: 4%|4 | 409/10000 [00:23<10:40, 14.96it/s]
ELBO: -29189.2: 4%|4 | 410/10000 [00:23<09:42, 16.46it/s]
ELBO: -29088.7: 4%|4 | 410/10000 [00:24<09:42, 16.46it/s]
ELBO: -29208.9: 4%|4 | 411/10000 [00:24<09:42, 16.46it/s]
ELBO: -29208.9: 4%|4 | 412/10000 [00:24<10:38, 15.03it/s]
ELBO: -29032.9: 4%|4 | 412/10000 [00:24<10:38, 15.03it/s]
ELBO: -29039.0: 4%|4 | 413/10000 [00:24<10:37, 15.03it/s]
ELBO: -29012.3: 4%|4 | 414/10000 [00:24<10:37, 15.03it/s]
ELBO: -29012.3: 4%|4 | 415/10000 [00:24<09:35, 16.66it/s]
ELBO: -29143.6: 4%|4 | 415/10000 [00:24<09:35, 16.66it/s]
ELBO: -28998.4: 4%|4 | 416/10000 [00:24<09:35, 16.66it/s]
ELBO: -28998.4: 4%|4 | 417/10000 [00:24<10:29, 15.23it/s]
ELBO: -29144.1: 4%|4 | 417/10000 [00:24<10:29, 15.23it/s]
ELBO: -28994.8: 4%|4 | 418/10000 [00:24<10:29, 15.23it/s]
ELBO: -28974.1: 4%|4 | 421/10000 [00:24<10:28, 15.23it/s]
ELBO: -28974.1: 4%|4 | 422/10000 [00:24<07:45, 20.60it/s]
ELBO: -29099.9: 4%|4 | 422/10000 [00:24<07:45, 20.60it/s]
ELBO: -28970.6: 4%|4 | 423/10000 [00:24<07:44, 20.60it/s]
ELBO: -29070.1: 4%|4 | 424/10000 [00:24<07:44, 20.60it/s]
ELBO: -29070.1: 4%|4 | 425/10000 [00:24<08:57, 17.80it/s]
ELBO: -28984.3: 4%|4 | 425/10000 [00:24<08:57, 17.80it/s]
ELBO: -28940.4: 4%|4 | 426/10000 [00:24<08:57, 17.80it/s]
ELBO: -28940.4: 4%|4 | 427/10000 [00:24<09:59, 15.98it/s]
ELBO: -28901.7: 4%|4 | 427/10000 [00:25<09:59, 15.98it/s]
ELBO: -29083.9: 4%|4 | 428/10000 [00:25<09:59, 15.98it/s]
ELBO: -28893.7: 4%|4 | 429/10000 [00:25<09:59, 15.98it/s]
ELBO: -28893.7: 4%|4 | 430/10000 [00:25<09:13, 17.28it/s]
ELBO: -28848.9: 4%|4 | 430/10000 [00:25<09:13, 17.28it/s]
ELBO: -28868.5: 4%|4 | 431/10000 [00:25<09:13, 17.28it/s]
ELBO: -28868.5: 4%|4 | 432/10000 [00:25<10:11, 15.64it/s]
ELBO: -28991.9: 4%|4 | 432/10000 [00:25<10:11, 15.64it/s]
ELBO: -28923.5: 4%|4 | 433/10000 [00:25<10:11, 15.64it/s]
ELBO: -28782.2: 4%|4 | 434/10000 [00:25<10:11, 15.64it/s]
ELBO: -28782.2: 4%|4 | 435/10000 [00:25<09:19, 17.10it/s]
ELBO: -28869.5: 4%|4 | 435/10000 [00:25<09:19, 17.10it/s]
ELBO: -28909.7: 4%|4 | 436/10000 [00:25<09:19, 17.10it/s]
ELBO: -28909.7: 4%|4 | 437/10000 [00:25<10:16, 15.51it/s]
ELBO: -28818.9: 4%|4 | 437/10000 [00:25<10:16, 15.51it/s]
ELBO: -29100.2: 4%|4 | 438/10000 [00:25<10:16, 15.51it/s]
ELBO: -28812.8: 4%|4 | 439/10000 [00:25<10:16, 15.51it/s]
ELBO: -28812.8: 4%|4 | 440/10000 [00:25<09:20, 17.05it/s]
ELBO: -28901.9: 4%|4 | 440/10000 [00:25<09:20, 17.05it/s]
ELBO: -28858.8: 4%|4 | 441/10000 [00:25<09:20, 17.05it/s]
ELBO: -28858.8: 4%|4 | 442/10000 [00:25<10:17, 15.49it/s]
ELBO: -28771.8: 4%|4 | 442/10000 [00:25<10:17, 15.49it/s]
ELBO: -28756.0: 4%|4 | 443/10000 [00:25<10:17, 15.49it/s]
ELBO: -28830.5: 4%|4 | 444/10000 [00:26<10:17, 15.49it/s]
ELBO: -28830.5: 4%|4 | 445/10000 [00:26<10:40, 14.91it/s]
ELBO: -28806.1: 4%|4 | 445/10000 [00:26<10:40, 14.91it/s]
ELBO: -28755.4: 4%|4 | 446/10000 [00:26<10:40, 14.91it/s]
ELBO: -28592.2: 4%|4 | 447/10000 [00:26<10:40, 14.91it/s]
ELBO: -28592.2: 4%|4 | 448/10000 [00:26<09:40, 16.46it/s]
ELBO: -28755.9: 4%|4 | 448/10000 [00:26<09:40, 16.46it/s]
ELBO: -28602.0: 4%|4 | 449/10000 [00:26<09:40, 16.46it/s]
ELBO: -28602.0: 4%|4 | 450/10000 [00:26<10:31, 15.11it/s]
ELBO: -28639.1: 4%|4 | 450/10000 [00:26<10:31, 15.11it/s]
ELBO: -28655.4: 5%|4 | 451/10000 [00:26<10:31, 15.11it/s]
ELBO: -28615.2: 5%|4 | 452/10000 [00:26<10:31, 15.11it/s]
ELBO: -28615.2: 5%|4 | 453/10000 [00:26<09:32, 16.68it/s]
ELBO: -28601.9: 5%|4 | 453/10000 [00:26<09:32, 16.68it/s]
ELBO: -28575.1: 5%|4 | 454/10000 [00:26<09:32, 16.68it/s]
ELBO: -28575.1: 5%|4 | 455/10000 [00:26<10:26, 15.24it/s]
ELBO: -28604.2: 5%|4 | 455/10000 [00:26<10:26, 15.24it/s]
ELBO: -28642.5: 5%|4 | 456/10000 [00:26<10:26, 15.24it/s]
ELBO: -28681.5: 5%|4 | 457/10000 [00:26<10:26, 15.24it/s]
ELBO: -28681.5: 5%|4 | 458/10000 [00:26<09:25, 16.87it/s]
ELBO: -28510.9: 5%|4 | 458/10000 [00:26<09:25, 16.87it/s]
ELBO: -28604.1: 5%|4 | 459/10000 [00:27<09:25, 16.87it/s]
ELBO: -28604.1: 5%|4 | 460/10000 [00:27<10:20, 15.37it/s]
ELBO: -28561.3: 5%|4 | 462/10000 [00:27<10:20, 15.37it/s]
ELBO: -28509.8: 5%|4 | 463/10000 [00:27<10:20, 15.37it/s]
ELBO: -28591.3: 5%|4 | 464/10000 [00:27<10:20, 15.37it/s]
ELBO: -28591.3: 5%|4 | 465/10000 [00:27<08:41, 18.28it/s]
ELBO: -28484.8: 5%|4 | 465/10000 [00:27<08:41, 18.28it/s]
ELBO: -28525.5: 5%|4 | 466/10000 [00:27<08:41, 18.28it/s]
ELBO: -28266.2: 5%|4 | 467/10000 [00:27<08:41, 18.28it/s]
ELBO: -28266.2: 5%|4 | 468/10000 [00:27<08:21, 19.00it/s]
ELBO: -28517.9: 5%|4 | 468/10000 [00:27<08:21, 19.00it/s]
ELBO: -28440.5: 5%|4 | 469/10000 [00:27<08:21, 19.00it/s]
ELBO: -28440.5: 5%|4 | 470/10000 [00:27<09:26, 16.82it/s]
ELBO: -28493.3: 5%|4 | 470/10000 [00:27<09:26, 16.82it/s]
ELBO: -28437.6: 5%|4 | 471/10000 [00:27<09:26, 16.82it/s]
ELBO: -28564.0: 5%|4 | 472/10000 [00:27<09:26, 16.82it/s]
ELBO: -28564.0: 5%|4 | 473/10000 [00:27<08:49, 17.98it/s]
ELBO: -28321.0: 5%|4 | 473/10000 [00:27<08:49, 17.98it/s]
ELBO: -28381.4: 5%|4 | 474/10000 [00:27<08:49, 17.98it/s]
ELBO: -28381.4: 5%|4 | 475/10000 [00:27<09:50, 16.13it/s]
ELBO: -28355.3: 5%|4 | 475/10000 [00:27<09:50, 16.13it/s]
ELBO: -28453.5: 5%|4 | 476/10000 [00:27<09:50, 16.13it/s]
ELBO: -28271.9: 5%|4 | 477/10000 [00:28<09:50, 16.13it/s]
ELBO: -28271.9: 5%|4 | 478/10000 [00:28<09:04, 17.49it/s]
ELBO: -28500.6: 5%|4 | 478/10000 [00:28<09:04, 17.49it/s]
ELBO: -28311.1: 5%|4 | 479/10000 [00:28<09:04, 17.49it/s]
ELBO: -28311.1: 5%|4 | 480/10000 [00:28<10:02, 15.79it/s]
ELBO: -28290.3: 5%|4 | 480/10000 [00:28<10:02, 15.79it/s]
ELBO: -28373.8: 5%|4 | 481/10000 [00:28<10:02, 15.79it/s]
ELBO: -28331.9: 5%|4 | 482/10000 [00:28<10:02, 15.79it/s]
ELBO: -28331.9: 5%|4 | 483/10000 [00:28<10:29, 15.13it/s]
ELBO: -28286.7: 5%|4 | 483/10000 [00:28<10:29, 15.13it/s]
ELBO: -28388.9: 5%|4 | 484/10000 [00:28<10:29, 15.13it/s]
ELBO: -28281.8: 5%|4 | 485/10000 [00:28<10:28, 15.13it/s]
ELBO: -28281.8: 5%|4 | 486/10000 [00:28<09:31, 16.64it/s]
ELBO: -28353.0: 5%|4 | 486/10000 [00:28<09:31, 16.64it/s]
ELBO: -28262.4: 5%|4 | 487/10000 [00:28<09:31, 16.64it/s]
ELBO: -28262.4: 5%|4 | 488/10000 [00:28<10:20, 15.32it/s]
ELBO: -28261.7: 5%|4 | 488/10000 [00:28<10:20, 15.32it/s]
ELBO: -28297.9: 5%|4 | 489/10000 [00:28<10:20, 15.32it/s]
ELBO: -28192.8: 5%|4 | 490/10000 [00:28<10:20, 15.32it/s]
ELBO: -28192.8: 5%|4 | 491/10000 [00:28<09:24, 16.84it/s]
ELBO: -28254.7: 5%|4 | 491/10000 [00:28<09:24, 16.84it/s]
ELBO: -28237.8: 5%|4 | 492/10000 [00:29<09:24, 16.84it/s]
ELBO: -28237.8: 5%|4 | 493/10000 [00:29<10:19, 15.35it/s]
ELBO: -28269.7: 5%|4 | 493/10000 [00:29<10:19, 15.35it/s]
ELBO: -28185.2: 5%|4 | 494/10000 [00:29<10:19, 15.35it/s]
ELBO: -28250.5: 5%|4 | 495/10000 [00:29<10:19, 15.35it/s]
ELBO: -28250.5: 5%|4 | 496/10000 [00:29<09:20, 16.95it/s]
ELBO: -28122.6: 5%|4 | 496/10000 [00:29<09:20, 16.95it/s]
ELBO: -28186.1: 5%|4 | 497/10000 [00:29<09:20, 16.95it/s]
ELBO: -28186.1: 5%|4 | 498/10000 [00:29<10:15, 15.45it/s]
ELBO: -28020.0: 5%|4 | 498/10000 [00:29<10:15, 15.45it/s]
ELBO: -28251.8: 5%|4 | 499/10000 [00:29<10:15, 15.45it/s]
ELBO: -28145.8: 5%|5 | 500/10000 [00:29<10:15, 15.45it/s]
ELBO: -28145.8: 5%|5 | 501/10000 [00:29<10:37, 14.90it/s]
ELBO: -28136.4: 5%|5 | 501/10000 [00:29<10:37, 14.90it/s]
ELBO: -27954.5: 5%|5 | 502/10000 [00:29<10:37, 14.90it/s]
ELBO: -28082.2: 5%|5 | 503/10000 [00:29<10:37, 14.90it/s]
ELBO: -28082.2: 5%|5 | 504/10000 [00:29<09:36, 16.46it/s]
ELBO: -28123.2: 5%|5 | 504/10000 [00:29<09:36, 16.46it/s]
ELBO: -28101.9: 5%|5 | 507/10000 [00:29<09:36, 16.46it/s]
ELBO: -28101.9: 5%|5 | 508/10000 [00:29<08:24, 18.83it/s]
ELBO: -28070.9: 5%|5 | 508/10000 [00:29<08:24, 18.83it/s]
ELBO: -27992.6: 5%|5 | 509/10000 [00:29<08:24, 18.83it/s]
ELBO: -28071.3: 5%|5 | 510/10000 [00:29<08:23, 18.83it/s]
ELBO: -28071.3: 5%|5 | 511/10000 [00:29<08:09, 19.37it/s]
ELBO: -27987.9: 5%|5 | 511/10000 [00:30<08:09, 19.37it/s]
ELBO: -28014.0: 5%|5 | 512/10000 [00:30<08:09, 19.37it/s]
ELBO: -28014.0: 5%|5 | 513/10000 [00:30<09:14, 17.10it/s]
ELBO: -28162.8: 5%|5 | 513/10000 [00:30<09:14, 17.10it/s]
ELBO: -28062.4: 5%|5 | 514/10000 [00:30<09:14, 17.10it/s]
ELBO: -28152.9: 5%|5 | 515/10000 [00:30<09:14, 17.10it/s]
ELBO: -28152.9: 5%|5 | 516/10000 [00:30<08:43, 18.13it/s]
ELBO: -28041.3: 5%|5 | 516/10000 [00:30<08:43, 18.13it/s]
ELBO: -28140.8: 5%|5 | 517/10000 [00:30<08:43, 18.13it/s]
ELBO: -28140.8: 5%|5 | 518/10000 [00:30<09:44, 16.21it/s]
ELBO: -27940.9: 5%|5 | 518/10000 [00:30<09:44, 16.21it/s]
ELBO: -28009.3: 5%|5 | 519/10000 [00:30<09:44, 16.21it/s]
ELBO: -27972.8: 5%|5 | 520/10000 [00:30<09:44, 16.21it/s]
ELBO: -27972.8: 5%|5 | 521/10000 [00:30<10:15, 15.41it/s]
ELBO: -28041.8: 5%|5 | 521/10000 [00:30<10:15, 15.41it/s]
ELBO: -27991.1: 5%|5 | 522/10000 [00:30<10:15, 15.41it/s]
ELBO: -27949.3: 5%|5 | 523/10000 [00:30<10:15, 15.41it/s]
ELBO: -27949.3: 5%|5 | 524/10000 [00:30<09:22, 16.83it/s]
ELBO: -27912.2: 5%|5 | 524/10000 [00:30<09:22, 16.83it/s]
ELBO: -28060.5: 5%|5 | 525/10000 [00:30<09:22, 16.83it/s]
ELBO: -28060.5: 5%|5 | 526/10000 [00:30<10:15, 15.39it/s]
ELBO: -27998.0: 5%|5 | 526/10000 [00:31<10:15, 15.39it/s]
ELBO: -27897.7: 5%|5 | 527/10000 [00:31<10:15, 15.39it/s]
ELBO: -27947.4: 5%|5 | 528/10000 [00:31<10:15, 15.39it/s]
ELBO: -27947.4: 5%|5 | 529/10000 [00:31<09:20, 16.89it/s]
ELBO: -27984.4: 5%|5 | 529/10000 [00:31<09:20, 16.89it/s]
ELBO: -27903.2: 5%|5 | 530/10000 [00:31<09:20, 16.89it/s]
ELBO: -27903.2: 5%|5 | 531/10000 [00:31<10:16, 15.37it/s]
ELBO: -27881.7: 5%|5 | 531/10000 [00:31<10:16, 15.37it/s]
ELBO: -27906.3: 5%|5 | 532/10000 [00:31<10:16, 15.37it/s]
ELBO: -27787.2: 5%|5 | 533/10000 [00:31<10:15, 15.37it/s]
ELBO: -27787.2: 5%|5 | 534/10000 [00:31<09:20, 16.89it/s]
ELBO: -27866.1: 5%|5 | 534/10000 [00:31<09:20, 16.89it/s]
ELBO: -27947.7: 5%|5 | 535/10000 [00:31<09:20, 16.89it/s]
ELBO: -27947.7: 5%|5 | 536/10000 [00:31<10:14, 15.41it/s]
ELBO: -27811.2: 5%|5 | 536/10000 [00:31<10:14, 15.41it/s]
ELBO: -27770.7: 5%|5 | 537/10000 [00:31<10:14, 15.41it/s]
ELBO: -27876.8: 5%|5 | 538/10000 [00:31<10:14, 15.41it/s]
ELBO: -27876.8: 5%|5 | 539/10000 [00:31<10:35, 14.88it/s]
ELBO: -27850.5: 5%|5 | 539/10000 [00:31<10:35, 14.88it/s]
ELBO: -27872.0: 5%|5 | 540/10000 [00:31<10:35, 14.88it/s]
ELBO: -27925.4: 5%|5 | 541/10000 [00:31<10:35, 14.88it/s]
ELBO: -27925.4: 5%|5 | 542/10000 [00:31<09:37, 16.38it/s]
ELBO: -27711.9: 5%|5 | 542/10000 [00:32<09:37, 16.38it/s]
ELBO: -27751.5: 5%|5 | 543/10000 [00:32<09:37, 16.38it/s]
ELBO: -27751.5: 5%|5 | 544/10000 [00:32<10:26, 15.09it/s]
ELBO: -27672.1: 5%|5 | 544/10000 [00:32<10:26, 15.09it/s]
ELBO: -27668.7: 5%|5 | 545/10000 [00:32<10:26, 15.09it/s]
ELBO: -27755.4: 5%|5 | 546/10000 [00:32<10:26, 15.09it/s]
ELBO: -27755.4: 5%|5 | 547/10000 [00:32<09:30, 16.57it/s]
ELBO: -27846.2: 5%|5 | 547/10000 [00:32<09:30, 16.57it/s]
ELBO: -27623.9: 5%|5 | 548/10000 [00:32<09:30, 16.57it/s]
ELBO: -27623.9: 5%|5 | 549/10000 [00:32<10:25, 15.10it/s]
ELBO: -27600.7: 5%|5 | 549/10000 [00:32<10:25, 15.10it/s]
ELBO: -27685.3: 6%|5 | 550/10000 [00:32<10:25, 15.10it/s]
ELBO: -27750.4: 6%|5 | 553/10000 [00:32<10:25, 15.10it/s]
ELBO: -27750.4: 6%|5 | 554/10000 [00:32<07:40, 20.52it/s]
ELBO: -27694.2: 6%|5 | 554/10000 [00:32<07:40, 20.52it/s]
ELBO: -27557.2: 6%|5 | 555/10000 [00:32<07:40, 20.52it/s]
ELBO: -27783.7: 6%|5 | 556/10000 [00:32<07:40, 20.52it/s]
ELBO: -27783.7: 6%|5 | 557/10000 [00:32<08:42, 18.08it/s]
ELBO: -27690.9: 6%|5 | 557/10000 [00:32<08:42, 18.08it/s]
ELBO: -27631.2: 6%|5 | 558/10000 [00:32<08:42, 18.08it/s]
ELBO: -27631.2: 6%|5 | 559/10000 [00:32<09:38, 16.33it/s]
ELBO: -27639.1: 6%|5 | 559/10000 [00:33<09:38, 16.33it/s]
ELBO: -27648.6: 6%|5 | 560/10000 [00:33<09:38, 16.33it/s]
ELBO: -27601.1: 6%|5 | 561/10000 [00:33<09:37, 16.33it/s]
ELBO: -27601.1: 6%|5 | 562/10000 [00:33<09:00, 17.47it/s]
ELBO: -27662.7: 6%|5 | 562/10000 [00:33<09:00, 17.47it/s]
ELBO: -27610.5: 6%|5 | 563/10000 [00:33<09:00, 17.47it/s]
ELBO: -27610.5: 6%|5 | 564/10000 [00:33<09:55, 15.85it/s]
ELBO: -27600.0: 6%|5 | 564/10000 [00:33<09:55, 15.85it/s]
ELBO: -27530.0: 6%|5 | 565/10000 [00:33<09:55, 15.85it/s]
ELBO: -27696.2: 6%|5 | 566/10000 [00:33<09:55, 15.85it/s]
ELBO: -27696.2: 6%|5 | 567/10000 [00:33<09:07, 17.21it/s]
ELBO: -27567.2: 6%|5 | 567/10000 [00:33<09:07, 17.21it/s]
ELBO: -27609.2: 6%|5 | 568/10000 [00:33<09:07, 17.21it/s]
ELBO: -27609.2: 6%|5 | 569/10000 [00:33<10:06, 15.56it/s]
ELBO: -27616.2: 6%|5 | 569/10000 [00:33<10:06, 15.56it/s]
ELBO: -27566.5: 6%|5 | 570/10000 [00:33<10:06, 15.56it/s]
ELBO: -27538.8: 6%|5 | 571/10000 [00:33<10:06, 15.56it/s]
ELBO: -27538.8: 6%|5 | 572/10000 [00:33<09:14, 17.01it/s]
ELBO: -27509.4: 6%|5 | 572/10000 [00:33<09:14, 17.01it/s]
ELBO: -27546.9: 6%|5 | 573/10000 [00:33<09:14, 17.01it/s]
ELBO: -27546.9: 6%|5 | 574/10000 [00:33<10:12, 15.40it/s]
ELBO: -27562.2: 6%|5 | 574/10000 [00:33<10:12, 15.40it/s]
ELBO: -27565.0: 6%|5 | 575/10000 [00:34<10:12, 15.40it/s]
ELBO: -27511.8: 6%|5 | 576/10000 [00:34<10:12, 15.40it/s]
ELBO: -27511.8: 6%|5 | 577/10000 [00:34<10:34, 14.86it/s]
ELBO: -27491.7: 6%|5 | 577/10000 [00:34<10:34, 14.86it/s]
ELBO: -27468.9: 6%|5 | 578/10000 [00:34<10:34, 14.86it/s]
ELBO: -27520.3: 6%|5 | 579/10000 [00:34<10:33, 14.86it/s]
ELBO: -27520.3: 6%|5 | 580/10000 [00:34<09:33, 16.43it/s]
ELBO: -27513.2: 6%|5 | 580/10000 [00:34<09:33, 16.43it/s]
ELBO: -27504.2: 6%|5 | 581/10000 [00:34<09:33, 16.43it/s]
ELBO: -27504.2: 6%|5 | 582/10000 [00:34<10:22, 15.14it/s]
ELBO: -27516.6: 6%|5 | 582/10000 [00:34<10:22, 15.14it/s]
ELBO: -27480.3: 6%|5 | 583/10000 [00:34<10:22, 15.14it/s]
ELBO: -27532.1: 6%|5 | 584/10000 [00:34<10:21, 15.14it/s]
ELBO: -27532.1: 6%|5 | 585/10000 [00:34<09:23, 16.70it/s]
ELBO: -27441.4: 6%|5 | 585/10000 [00:34<09:23, 16.70it/s]
ELBO: -27426.2: 6%|5 | 586/10000 [00:34<09:23, 16.70it/s]
ELBO: -27426.2: 6%|5 | 587/10000 [00:34<10:19, 15.19it/s]
ELBO: -27364.5: 6%|5 | 587/10000 [00:34<10:19, 15.19it/s]
ELBO: -27405.0: 6%|5 | 588/10000 [00:34<10:19, 15.19it/s]
ELBO: -27343.0: 6%|5 | 589/10000 [00:34<10:19, 15.19it/s]
ELBO: -27343.0: 6%|5 | 590/10000 [00:34<09:23, 16.70it/s]
ELBO: -27373.1: 6%|5 | 590/10000 [00:35<09:23, 16.70it/s]
ELBO: -27371.9: 6%|5 | 591/10000 [00:35<09:23, 16.70it/s]
ELBO: -27371.9: 6%|5 | 592/10000 [00:35<10:17, 15.24it/s]
ELBO: -27399.1: 6%|5 | 592/10000 [00:35<10:17, 15.24it/s]
ELBO: -27352.4: 6%|5 | 593/10000 [00:35<10:17, 15.24it/s]
ELBO: -27302.0: 6%|5 | 594/10000 [00:35<10:17, 15.24it/s]
ELBO: -27302.0: 6%|5 | 595/10000 [00:35<10:37, 14.74it/s]
ELBO: -27443.6: 6%|5 | 595/10000 [00:35<10:37, 14.74it/s]
ELBO: -27387.8: 6%|5 | 596/10000 [00:35<10:37, 14.74it/s]
ELBO: -27203.9: 6%|5 | 597/10000 [00:35<10:37, 14.74it/s]
ELBO: -27203.9: 6%|5 | 598/10000 [00:35<09:36, 16.31it/s]
ELBO: -27329.6: 6%|6 | 600/10000 [00:35<09:36, 16.31it/s]
ELBO: -27346.3: 6%|6 | 601/10000 [00:35<09:36, 16.31it/s]
ELBO: -27346.3: 6%|6 | 602/10000 [00:35<08:24, 18.62it/s]
ELBO: -27283.5: 6%|6 | 602/10000 [00:35<08:24, 18.62it/s]
ELBO: -27296.4: 6%|6 | 603/10000 [00:35<08:24, 18.62it/s]
ELBO: -27321.1: 6%|6 | 604/10000 [00:35<08:24, 18.62it/s]
ELBO: -27321.1: 6%|6 | 605/10000 [00:35<08:08, 19.23it/s]
ELBO: -27245.4: 6%|6 | 605/10000 [00:35<08:08, 19.23it/s]
ELBO: -27256.2: 6%|6 | 606/10000 [00:35<08:08, 19.23it/s]
ELBO: -27256.2: 6%|6 | 607/10000 [00:35<09:14, 16.95it/s]
ELBO: -27270.7: 6%|6 | 607/10000 [00:35<09:14, 16.95it/s]
ELBO: -27299.6: 6%|6 | 608/10000 [00:35<09:14, 16.95it/s]
ELBO: -27268.3: 6%|6 | 609/10000 [00:36<09:13, 16.95it/s]
ELBO: -27268.3: 6%|6 | 610/10000 [00:36<08:41, 18.00it/s]
ELBO: -27348.0: 6%|6 | 610/10000 [00:36<08:41, 18.00it/s]
ELBO: -27423.9: 6%|6 | 611/10000 [00:36<08:41, 18.00it/s]
ELBO: -27423.9: 6%|6 | 612/10000 [00:36<09:41, 16.15it/s]
ELBO: -27248.0: 6%|6 | 612/10000 [00:36<09:41, 16.15it/s]
ELBO: -27252.3: 6%|6 | 613/10000 [00:36<09:41, 16.15it/s]
ELBO: -27319.7: 6%|6 | 614/10000 [00:36<09:41, 16.15it/s]
ELBO: -27319.7: 6%|6 | 615/10000 [00:36<10:11, 15.36it/s]
ELBO: -27268.0: 6%|6 | 615/10000 [00:36<10:11, 15.36it/s]
ELBO: -27177.6: 6%|6 | 616/10000 [00:36<10:11, 15.36it/s]
ELBO: -27266.8: 6%|6 | 617/10000 [00:36<10:10, 15.36it/s]
ELBO: -27266.8: 6%|6 | 618/10000 [00:36<09:19, 16.77it/s]
ELBO: -27213.3: 6%|6 | 618/10000 [00:36<09:19, 16.77it/s]
ELBO: -27262.7: 6%|6 | 619/10000 [00:36<09:19, 16.77it/s]
ELBO: -27262.7: 6%|6 | 620/10000 [00:36<10:08, 15.41it/s]
ELBO: -27205.5: 6%|6 | 620/10000 [00:36<10:08, 15.41it/s]
ELBO: -27258.2: 6%|6 | 621/10000 [00:36<10:08, 15.41it/s]
ELBO: -27248.6: 6%|6 | 622/10000 [00:36<10:08, 15.41it/s]
ELBO: -27248.6: 6%|6 | 623/10000 [00:36<09:16, 16.86it/s]
ELBO: -27210.2: 6%|6 | 623/10000 [00:36<09:16, 16.86it/s]
ELBO: -27156.5: 6%|6 | 624/10000 [00:37<09:15, 16.86it/s]
ELBO: -27156.5: 6%|6 | 625/10000 [00:37<10:11, 15.34it/s]
ELBO: -27222.9: 6%|6 | 625/10000 [00:37<10:11, 15.34it/s]
ELBO: -27203.3: 6%|6 | 626/10000 [00:37<10:11, 15.34it/s]
ELBO: -27095.7: 6%|6 | 627/10000 [00:37<10:10, 15.34it/s]
ELBO: -27095.7: 6%|6 | 628/10000 [00:37<09:15, 16.86it/s]
ELBO: -27071.2: 6%|6 | 628/10000 [00:37<09:15, 16.86it/s]
ELBO: -27168.2: 6%|6 | 629/10000 [00:37<09:15, 16.86it/s]
ELBO: -27168.2: 6%|6 | 630/10000 [00:37<10:08, 15.40it/s]
ELBO: -27192.0: 6%|6 | 630/10000 [00:37<10:08, 15.40it/s]
ELBO: -27070.0: 6%|6 | 631/10000 [00:37<10:08, 15.40it/s]
ELBO: -27098.1: 6%|6 | 632/10000 [00:37<10:08, 15.40it/s]
ELBO: -27098.1: 6%|6 | 633/10000 [00:37<10:28, 14.90it/s]
ELBO: -27104.7: 6%|6 | 633/10000 [00:37<10:28, 14.90it/s]
ELBO: -27091.3: 6%|6 | 634/10000 [00:37<10:28, 14.90it/s]
ELBO: -27104.8: 6%|6 | 635/10000 [00:37<10:28, 14.90it/s]
ELBO: -27104.8: 6%|6 | 636/10000 [00:37<09:28, 16.47it/s]
ELBO: -27042.5: 6%|6 | 636/10000 [00:37<09:28, 16.47it/s]
ELBO: -27021.0: 6%|6 | 637/10000 [00:37<09:28, 16.47it/s]
ELBO: -27021.0: 6%|6 | 638/10000 [00:37<10:23, 15.02it/s]
ELBO: -27080.3: 6%|6 | 638/10000 [00:37<10:23, 15.02it/s]
ELBO: -27113.5: 6%|6 | 639/10000 [00:37<10:23, 15.02it/s]
ELBO: -27010.8: 6%|6 | 640/10000 [00:38<10:23, 15.02it/s]
ELBO: -27010.8: 6%|6 | 641/10000 [00:38<09:24, 16.59it/s]
ELBO: -27174.5: 6%|6 | 641/10000 [00:38<09:24, 16.59it/s]
ELBO: -27037.0: 6%|6 | 642/10000 [00:38<09:24, 16.59it/s]
ELBO: -27037.0: 6%|6 | 643/10000 [00:38<10:18, 15.14it/s]
ELBO: -27027.6: 6%|6 | 643/10000 [00:38<10:18, 15.14it/s]
ELBO: -27030.0: 6%|6 | 644/10000 [00:38<10:18, 15.14it/s]
ELBO: -26950.0: 6%|6 | 645/10000 [00:38<10:17, 15.14it/s]
ELBO: -26950.0: 6%|6 | 646/10000 [00:38<09:19, 16.71it/s]
ELBO: -27019.5: 6%|6 | 646/10000 [00:38<09:19, 16.71it/s]
ELBO: -27030.2: 6%|6 | 647/10000 [00:38<09:19, 16.71it/s]
ELBO: -27030.2: 6%|6 | 648/10000 [00:38<10:13, 15.25it/s]
ELBO: -27101.4: 6%|6 | 648/10000 [00:38<10:13, 15.25it/s]
ELBO: -27017.3: 7%|6 | 651/10000 [00:38<10:13, 15.25it/s]
ELBO: -26977.5: 7%|6 | 652/10000 [00:38<10:13, 15.25it/s]
ELBO: -26977.5: 7%|6 | 653/10000 [00:38<08:33, 18.21it/s]
ELBO: -27062.2: 7%|6 | 653/10000 [00:38<08:33, 18.21it/s]
ELBO: -27020.7: 7%|6 | 654/10000 [00:38<08:33, 18.21it/s]
ELBO: -27001.3: 7%|6 | 655/10000 [00:38<08:33, 18.21it/s]
ELBO: -27001.3: 7%|6 | 656/10000 [00:38<08:15, 18.86it/s]
ELBO: -26943.2: 7%|6 | 656/10000 [00:38<08:15, 18.86it/s]
ELBO: -26974.7: 7%|6 | 657/10000 [00:39<08:15, 18.86it/s]
ELBO: -26974.7: 7%|6 | 658/10000 [00:39<09:14, 16.86it/s]
ELBO: -26912.5: 7%|6 | 658/10000 [00:39<09:14, 16.86it/s]
ELBO: -26969.8: 7%|6 | 659/10000 [00:39<09:14, 16.86it/s]
ELBO: -27005.9: 7%|6 | 660/10000 [00:39<09:13, 16.86it/s]
ELBO: -27005.9: 7%|6 | 661/10000 [00:39<08:40, 17.93it/s]
ELBO: -26995.5: 7%|6 | 661/10000 [00:39<08:40, 17.93it/s]
ELBO: -26860.9: 7%|6 | 662/10000 [00:39<08:40, 17.93it/s]
ELBO: -26860.9: 7%|6 | 663/10000 [00:39<09:39, 16.10it/s]
ELBO: -26921.5: 7%|6 | 663/10000 [00:39<09:39, 16.10it/s]
ELBO: -26866.7: 7%|6 | 664/10000 [00:39<09:39, 16.10it/s]
ELBO: -26900.4: 7%|6 | 665/10000 [00:39<09:39, 16.10it/s]
ELBO: -26900.4: 7%|6 | 666/10000 [00:39<08:56, 17.41it/s]
ELBO: -26910.4: 7%|6 | 666/10000 [00:39<08:56, 17.41it/s]
ELBO: -26855.3: 7%|6 | 667/10000 [00:39<08:56, 17.41it/s]
ELBO: -26855.3: 7%|6 | 668/10000 [00:39<09:52, 15.75it/s]
ELBO: -26832.2: 7%|6 | 668/10000 [00:39<09:52, 15.75it/s]
ELBO: -26790.7: 7%|6 | 669/10000 [00:39<09:52, 15.75it/s]
ELBO: -26869.9: 7%|6 | 670/10000 [00:39<09:52, 15.75it/s]
ELBO: -26869.9: 7%|6 | 671/10000 [00:39<10:21, 15.00it/s]
ELBO: -26879.4: 7%|6 | 671/10000 [00:39<10:21, 15.00it/s]
ELBO: -26910.7: 7%|6 | 672/10000 [00:39<10:21, 15.00it/s]
ELBO: -26862.6: 7%|6 | 673/10000 [00:40<10:21, 15.00it/s]
ELBO: -26862.6: 7%|6 | 674/10000 [00:40<09:26, 16.47it/s]
ELBO: -26759.7: 7%|6 | 674/10000 [00:40<09:26, 16.47it/s]
ELBO: -26821.6: 7%|6 | 675/10000 [00:40<09:26, 16.47it/s]
ELBO: -26821.6: 7%|6 | 676/10000 [00:40<10:14, 15.17it/s]
ELBO: -26910.2: 7%|6 | 676/10000 [00:40<10:14, 15.17it/s]
ELBO: -26830.1: 7%|6 | 677/10000 [00:40<10:14, 15.17it/s]
ELBO: -26937.7: 7%|6 | 678/10000 [00:40<10:14, 15.17it/s]
ELBO: -26937.7: 7%|6 | 679/10000 [00:40<09:18, 16.68it/s]
ELBO: -26740.3: 7%|6 | 679/10000 [00:40<09:18, 16.68it/s]
ELBO: -26733.0: 7%|6 | 680/10000 [00:40<09:18, 16.68it/s]
ELBO: -26733.0: 7%|6 | 681/10000 [00:40<10:12, 15.22it/s]
ELBO: -26719.8: 7%|6 | 681/10000 [00:40<10:12, 15.22it/s]
ELBO: -26727.5: 7%|6 | 682/10000 [00:40<10:12, 15.22it/s]
ELBO: -26783.2: 7%|6 | 683/10000 [00:40<10:11, 15.22it/s]
ELBO: -26783.2: 7%|6 | 684/10000 [00:40<09:13, 16.82it/s]
ELBO: -26874.3: 7%|6 | 684/10000 [00:40<09:13, 16.82it/s]
ELBO: -26844.3: 7%|6 | 685/10000 [00:40<09:13, 16.82it/s]
ELBO: -26844.3: 7%|6 | 686/10000 [00:40<10:07, 15.32it/s]
ELBO: -26728.3: 7%|6 | 686/10000 [00:40<10:07, 15.32it/s]
ELBO: -26760.1: 7%|6 | 687/10000 [00:40<10:07, 15.32it/s]
ELBO: -26662.5: 7%|6 | 688/10000 [00:41<10:07, 15.32it/s]
ELBO: -26662.5: 7%|6 | 689/10000 [00:41<10:29, 14.78it/s]
ELBO: -26803.4: 7%|6 | 689/10000 [00:41<10:29, 14.78it/s]
ELBO: -26740.6: 7%|6 | 690/10000 [00:41<10:29, 14.78it/s]
ELBO: -26655.3: 7%|6 | 691/10000 [00:41<10:29, 14.78it/s]
ELBO: -26655.3: 7%|6 | 692/10000 [00:41<09:32, 16.26it/s]
ELBO: -26888.3: 7%|6 | 692/10000 [00:41<09:32, 16.26it/s]
ELBO: -26759.7: 7%|6 | 693/10000 [00:41<09:32, 16.26it/s]
ELBO: -26759.7: 7%|6 | 694/10000 [00:41<10:21, 14.98it/s]
ELBO: -26682.5: 7%|6 | 694/10000 [00:41<10:21, 14.98it/s]
ELBO: -26737.0: 7%|6 | 695/10000 [00:41<10:21, 14.98it/s]
ELBO: -26753.6: 7%|6 | 696/10000 [00:41<10:21, 14.98it/s]
ELBO: -26753.6: 7%|6 | 697/10000 [00:41<09:22, 16.54it/s]
ELBO: -26710.5: 7%|6 | 697/10000 [00:41<09:22, 16.54it/s]
ELBO: -26711.7: 7%|6 | 698/10000 [00:41<09:22, 16.54it/s]
ELBO: -26711.7: 7%|6 | 699/10000 [00:41<10:14, 15.14it/s]
ELBO: -26662.4: 7%|6 | 699/10000 [00:41<10:14, 15.14it/s]
ELBO: -26731.2: 7%|7 | 700/10000 [00:41<10:14, 15.14it/s]
ELBO: -26729.0: 7%|7 | 703/10000 [00:41<10:14, 15.14it/s]
ELBO: -26729.0: 7%|7 | 704/10000 [00:41<07:33, 20.51it/s]
ELBO: -26696.4: 7%|7 | 704/10000 [00:41<07:33, 20.51it/s]
ELBO: -26631.1: 7%|7 | 705/10000 [00:41<07:33, 20.51it/s]
ELBO: -26562.8: 7%|7 | 706/10000 [00:41<07:33, 20.51it/s]
ELBO: -26562.8: 7%|7 | 707/10000 [00:41<08:32, 18.12it/s]
ELBO: -26464.0: 7%|7 | 707/10000 [00:42<08:32, 18.12it/s]
ELBO: -26538.0: 7%|7 | 708/10000 [00:42<08:32, 18.12it/s]
ELBO: -26538.0: 7%|7 | 709/10000 [00:42<09:28, 16.35it/s]
ELBO: -26558.1: 7%|7 | 709/10000 [00:42<09:28, 16.35it/s]
ELBO: -26650.3: 7%|7 | 710/10000 [00:42<09:28, 16.35it/s]
ELBO: -26628.0: 7%|7 | 711/10000 [00:42<09:28, 16.35it/s]
ELBO: -26628.0: 7%|7 | 712/10000 [00:42<08:50, 17.51it/s]
ELBO: -26591.7: 7%|7 | 712/10000 [00:42<08:50, 17.51it/s]
ELBO: -26609.6: 7%|7 | 713/10000 [00:42<08:50, 17.51it/s]
ELBO: -26609.6: 7%|7 | 714/10000 [00:42<09:46, 15.82it/s]
ELBO: -26584.8: 7%|7 | 714/10000 [00:42<09:46, 15.82it/s]
ELBO: -26552.1: 7%|7 | 715/10000 [00:42<09:46, 15.82it/s]
ELBO: -26470.9: 7%|7 | 716/10000 [00:42<09:46, 15.82it/s]
ELBO: -26470.9: 7%|7 | 717/10000 [00:42<09:00, 17.17it/s]
ELBO: -26582.9: 7%|7 | 717/10000 [00:42<09:00, 17.17it/s]
ELBO: -26552.8: 7%|7 | 718/10000 [00:42<09:00, 17.17it/s]
ELBO: -26552.8: 7%|7 | 719/10000 [00:42<09:58, 15.50it/s]
ELBO: -26574.5: 7%|7 | 719/10000 [00:42<09:58, 15.50it/s]
ELBO: -26642.0: 7%|7 | 720/10000 [00:42<09:58, 15.50it/s]
ELBO: -26638.2: 7%|7 | 721/10000 [00:42<09:58, 15.50it/s]
ELBO: -26638.2: 7%|7 | 722/10000 [00:42<09:05, 17.01it/s]
ELBO: -26518.9: 7%|7 | 722/10000 [00:43<09:05, 17.01it/s]
ELBO: -26483.6: 7%|7 | 723/10000 [00:43<09:05, 17.01it/s]
ELBO: -26483.6: 7%|7 | 724/10000 [00:43<09:59, 15.47it/s]
ELBO: -26537.3: 7%|7 | 724/10000 [00:43<09:59, 15.47it/s]
ELBO: -26474.7: 7%|7 | 725/10000 [00:43<09:59, 15.47it/s]
ELBO: -26520.3: 7%|7 | 726/10000 [00:43<09:59, 15.47it/s]
ELBO: -26520.3: 7%|7 | 727/10000 [00:43<10:23, 14.87it/s]
ELBO: -26453.9: 7%|7 | 727/10000 [00:43<10:23, 14.87it/s]
ELBO: -26473.6: 7%|7 | 728/10000 [00:43<10:23, 14.87it/s]
ELBO: -26521.1: 7%|7 | 729/10000 [00:43<10:23, 14.87it/s]
ELBO: -26521.1: 7%|7 | 730/10000 [00:43<09:26, 16.37it/s]
ELBO: -26450.8: 7%|7 | 730/10000 [00:43<09:26, 16.37it/s]
ELBO: -26447.2: 7%|7 | 731/10000 [00:43<09:26, 16.37it/s]
ELBO: -26447.2: 7%|7 | 732/10000 [00:43<10:16, 15.04it/s]
ELBO: -26517.5: 7%|7 | 732/10000 [00:43<10:16, 15.04it/s]
ELBO: -26443.8: 7%|7 | 733/10000 [00:43<10:15, 15.04it/s]
ELBO: -26404.5: 7%|7 | 734/10000 [00:43<10:15, 15.04it/s]
ELBO: -26404.5: 7%|7 | 735/10000 [00:43<09:18, 16.58it/s]
ELBO: -26478.0: 7%|7 | 735/10000 [00:43<09:18, 16.58it/s]
ELBO: -26392.9: 7%|7 | 736/10000 [00:43<09:18, 16.58it/s]
ELBO: -26392.9: 7%|7 | 737/10000 [00:43<10:12, 15.11it/s]
ELBO: -26458.0: 7%|7 | 737/10000 [00:43<10:12, 15.11it/s]
ELBO: -26535.0: 7%|7 | 738/10000 [00:44<10:12, 15.11it/s]
ELBO: -26506.9: 7%|7 | 739/10000 [00:44<10:12, 15.11it/s]
ELBO: -26506.9: 7%|7 | 740/10000 [00:44<09:16, 16.64it/s]
ELBO: -26470.2: 7%|7 | 740/10000 [00:44<09:16, 16.64it/s]
ELBO: -26390.7: 7%|7 | 741/10000 [00:44<09:16, 16.64it/s]
ELBO: -26390.7: 7%|7 | 742/10000 [00:44<10:09, 15.20it/s]
ELBO: -26372.2: 7%|7 | 742/10000 [00:44<10:09, 15.20it/s]
ELBO: -26447.4: 7%|7 | 743/10000 [00:44<10:09, 15.20it/s]
ELBO: -26430.8: 7%|7 | 744/10000 [00:44<10:09, 15.20it/s]
ELBO: -26430.8: 7%|7 | 745/10000 [00:44<10:27, 14.74it/s]
ELBO: -26387.7: 7%|7 | 745/10000 [00:44<10:27, 14.74it/s]
ELBO: -26401.9: 7%|7 | 746/10000 [00:44<10:27, 14.74it/s]
ELBO: -26439.8: 7%|7 | 747/10000 [00:44<10:27, 14.74it/s]
ELBO: -26439.8: 7%|7 | 748/10000 [00:44<09:26, 16.32it/s]
ELBO: -26413.2: 7%|7 | 748/10000 [00:44<09:26, 16.32it/s]
ELBO: -26334.0: 7%|7 | 749/10000 [00:44<09:26, 16.32it/s]
ELBO: -26334.0: 8%|7 | 750/10000 [00:44<10:14, 15.06it/s]
ELBO: -26316.6: 8%|7 | 750/10000 [00:44<10:14, 15.06it/s]
ELBO: -26378.0: 8%|7 | 751/10000 [00:44<10:14, 15.06it/s]
ELBO: -26324.5: 8%|7 | 752/10000 [00:44<10:13, 15.06it/s]
ELBO: -26324.5: 8%|7 | 753/10000 [00:44<09:15, 16.63it/s]
ELBO: -26331.8: 8%|7 | 753/10000 [00:45<09:15, 16.63it/s]
ELBO: -26331.8: 8%|7 | 756/10000 [00:45<08:13, 18.73it/s]
ELBO: -26343.6: 8%|7 | 756/10000 [00:45<08:13, 18.73it/s]
ELBO: -26417.7: 8%|7 | 757/10000 [00:45<08:13, 18.73it/s]
ELBO: -26399.9: 8%|7 | 758/10000 [00:45<08:13, 18.73it/s]
ELBO: -26399.9: 8%|7 | 759/10000 [00:45<07:57, 19.35it/s]
ELBO: -26259.1: 8%|7 | 759/10000 [00:45<07:57, 19.35it/s]
ELBO: -26281.1: 8%|7 | 760/10000 [00:45<07:57, 19.35it/s]
ELBO: -26281.1: 8%|7 | 761/10000 [00:45<09:03, 16.99it/s]
ELBO: -26292.1: 8%|7 | 761/10000 [00:45<09:03, 16.99it/s]
ELBO: -26245.7: 8%|7 | 762/10000 [00:45<09:03, 16.99it/s]
ELBO: -26235.6: 8%|7 | 763/10000 [00:45<09:03, 16.99it/s]
ELBO: -26235.6: 8%|7 | 764/10000 [00:45<08:30, 18.11it/s]
ELBO: -26348.7: 8%|7 | 764/10000 [00:45<08:30, 18.11it/s]
ELBO: -26376.6: 8%|7 | 765/10000 [00:45<08:30, 18.11it/s]
ELBO: -26376.6: 8%|7 | 766/10000 [00:45<09:31, 16.15it/s]
ELBO: -26308.4: 8%|7 | 766/10000 [00:45<09:31, 16.15it/s]
ELBO: -26424.7: 8%|7 | 767/10000 [00:45<09:31, 16.15it/s]
ELBO: -26273.5: 8%|7 | 768/10000 [00:45<09:31, 16.15it/s]
ELBO: -26273.5: 8%|7 | 769/10000 [00:45<08:46, 17.53it/s]
ELBO: -26257.7: 8%|7 | 769/10000 [00:45<08:46, 17.53it/s]
ELBO: -26278.4: 8%|7 | 770/10000 [00:45<08:46, 17.53it/s]
ELBO: -26278.4: 8%|7 | 771/10000 [00:45<09:44, 15.80it/s]
ELBO: -26207.0: 8%|7 | 771/10000 [00:46<09:44, 15.80it/s]
ELBO: -26290.9: 8%|7 | 772/10000 [00:46<09:44, 15.80it/s]
ELBO: -26220.1: 8%|7 | 773/10000 [00:46<09:44, 15.80it/s]
ELBO: -26220.1: 8%|7 | 774/10000 [00:46<10:08, 15.15it/s]
ELBO: -26250.3: 8%|7 | 774/10000 [00:46<10:08, 15.15it/s]
ELBO: -26148.0: 8%|7 | 775/10000 [00:46<10:08, 15.15it/s]
ELBO: -26262.8: 8%|7 | 776/10000 [00:46<10:08, 15.15it/s]
ELBO: -26262.8: 8%|7 | 777/10000 [00:46<09:17, 16.55it/s]
ELBO: -26199.1: 8%|7 | 777/10000 [00:46<09:17, 16.55it/s]
ELBO: -26312.9: 8%|7 | 778/10000 [00:46<09:17, 16.55it/s]
ELBO: -26312.9: 8%|7 | 779/10000 [00:46<10:07, 15.18it/s]
ELBO: -26142.6: 8%|7 | 779/10000 [00:46<10:07, 15.18it/s]
ELBO: -26164.3: 8%|7 | 780/10000 [00:46<10:07, 15.18it/s]
ELBO: -26271.7: 8%|7 | 781/10000 [00:46<10:07, 15.18it/s]
ELBO: -26271.7: 8%|7 | 782/10000 [00:46<09:13, 16.66it/s]
ELBO: -26114.6: 8%|7 | 782/10000 [00:46<09:13, 16.66it/s]
ELBO: -26240.1: 8%|7 | 783/10000 [00:46<09:13, 16.66it/s]
ELBO: -26240.1: 8%|7 | 784/10000 [00:46<10:07, 15.18it/s]
ELBO: -26245.3: 8%|7 | 784/10000 [00:46<10:07, 15.18it/s]
ELBO: -26164.2: 8%|7 | 785/10000 [00:46<10:07, 15.18it/s]
ELBO: -26137.1: 8%|7 | 786/10000 [00:46<10:07, 15.18it/s]
ELBO: -26137.1: 8%|7 | 787/10000 [00:46<09:09, 16.75it/s]
ELBO: -26169.9: 8%|7 | 787/10000 [00:47<09:09, 16.75it/s]
ELBO: -26213.4: 8%|7 | 788/10000 [00:47<09:09, 16.75it/s]
ELBO: -26213.4: 8%|7 | 789/10000 [00:47<10:02, 15.28it/s]
ELBO: -26225.9: 8%|7 | 789/10000 [00:47<10:02, 15.28it/s]
ELBO: -26281.1: 8%|7 | 790/10000 [00:47<10:02, 15.28it/s]
ELBO: -26259.4: 8%|7 | 791/10000 [00:47<10:02, 15.28it/s]
ELBO: -26259.4: 8%|7 | 792/10000 [00:47<10:21, 14.82it/s]
ELBO: -26114.0: 8%|7 | 792/10000 [00:47<10:21, 14.82it/s]
ELBO: -26157.1: 8%|7 | 793/10000 [00:47<10:21, 14.82it/s]
ELBO: -26166.9: 8%|7 | 794/10000 [00:47<10:21, 14.82it/s]
ELBO: -26166.9: 8%|7 | 795/10000 [00:47<09:22, 16.38it/s]
ELBO: -26067.8: 8%|7 | 795/10000 [00:47<09:22, 16.38it/s]
ELBO: -26155.4: 8%|7 | 796/10000 [00:47<09:21, 16.38it/s]
ELBO: -26155.4: 8%|7 | 797/10000 [00:47<10:08, 15.12it/s]
ELBO: -26082.8: 8%|7 | 797/10000 [00:47<10:08, 15.12it/s]
ELBO: -26030.1: 8%|7 | 798/10000 [00:47<10:08, 15.12it/s]
ELBO: -26148.0: 8%|7 | 799/10000 [00:47<10:08, 15.12it/s]
ELBO: -26148.0: 8%|8 | 800/10000 [00:47<09:11, 16.69it/s]
ELBO: -26121.8: 8%|8 | 800/10000 [00:47<09:11, 16.69it/s]
ELBO: -26061.7: 8%|8 | 801/10000 [00:47<09:11, 16.69it/s]
ELBO: -26061.7: 8%|8 | 802/10000 [00:47<10:05, 15.20it/s]
ELBO: -26013.5: 8%|8 | 802/10000 [00:47<10:05, 15.20it/s]
ELBO: -26072.4: 8%|8 | 803/10000 [00:48<10:05, 15.20it/s]
ELBO: -26108.1: 8%|8 | 804/10000 [00:48<10:05, 15.20it/s]
ELBO: -26108.1: 8%|8 | 805/10000 [00:48<09:09, 16.74it/s]
ELBO: -26088.1: 8%|8 | 805/10000 [00:48<09:09, 16.74it/s]
ELBO: -26074.2: 8%|8 | 806/10000 [00:48<09:09, 16.74it/s]
ELBO: -26074.2: 8%|8 | 807/10000 [00:48<10:01, 15.29it/s]
ELBO: -26083.1: 8%|8 | 807/10000 [00:48<10:01, 15.29it/s]
ELBO: -26073.0: 8%|8 | 808/10000 [00:48<10:01, 15.29it/s]
ELBO: -25938.4: 8%|8 | 809/10000 [00:48<10:00, 15.29it/s]
ELBO: -25938.4: 8%|8 | 810/10000 [00:48<10:19, 14.83it/s]
ELBO: -26028.0: 8%|8 | 810/10000 [00:48<10:19, 14.83it/s]
ELBO: -26104.7: 8%|8 | 811/10000 [00:48<10:19, 14.83it/s]
ELBO: -26053.7: 8%|8 | 812/10000 [00:48<10:19, 14.83it/s]
ELBO: -26053.7: 8%|8 | 813/10000 [00:48<09:22, 16.34it/s]
ELBO: -25978.7: 8%|8 | 815/10000 [00:48<09:22, 16.34it/s]
ELBO: -26021.8: 8%|8 | 816/10000 [00:48<09:21, 16.34it/s]
ELBO: -26021.8: 8%|8 | 817/10000 [00:48<08:12, 18.64it/s]
ELBO: -25978.7: 8%|8 | 817/10000 [00:48<08:12, 18.64it/s]
ELBO: -26096.6: 8%|8 | 818/10000 [00:48<08:12, 18.64it/s]
ELBO: -26009.8: 8%|8 | 819/10000 [00:48<08:12, 18.64it/s]
ELBO: -26009.8: 8%|8 | 820/10000 [00:48<07:56, 19.25it/s]
ELBO: -25980.5: 8%|8 | 820/10000 [00:49<07:56, 19.25it/s]
ELBO: -25989.5: 8%|8 | 821/10000 [00:49<07:56, 19.25it/s]
ELBO: -25989.5: 8%|8 | 822/10000 [00:49<09:00, 16.99it/s]
ELBO: -26011.1: 8%|8 | 822/10000 [00:49<09:00, 16.99it/s]
ELBO: -25980.7: 8%|8 | 823/10000 [00:49<09:00, 16.99it/s]
ELBO: -26011.0: 8%|8 | 824/10000 [00:49<08:59, 16.99it/s]
ELBO: -26011.0: 8%|8 | 825/10000 [00:49<08:28, 18.04it/s]
ELBO: -25872.6: 8%|8 | 825/10000 [00:49<08:28, 18.04it/s]
ELBO: -26004.4: 8%|8 | 826/10000 [00:49<08:28, 18.04it/s]
ELBO: -26004.4: 8%|8 | 827/10000 [00:49<09:27, 16.16it/s]
ELBO: -26013.4: 8%|8 | 827/10000 [00:49<09:27, 16.16it/s]
ELBO: -25868.9: 8%|8 | 828/10000 [00:49<09:27, 16.16it/s]
ELBO: -25941.1: 8%|8 | 829/10000 [00:49<09:27, 16.16it/s]
ELBO: -25941.1: 8%|8 | 830/10000 [00:49<09:58, 15.32it/s]
ELBO: -25922.5: 8%|8 | 830/10000 [00:49<09:58, 15.32it/s]
ELBO: -25981.0: 8%|8 | 831/10000 [00:49<09:58, 15.32it/s]
ELBO: -25914.7: 8%|8 | 832/10000 [00:49<09:58, 15.32it/s]
ELBO: -25914.7: 8%|8 | 833/10000 [00:49<09:08, 16.71it/s]
ELBO: -25941.8: 8%|8 | 833/10000 [00:49<09:08, 16.71it/s]
ELBO: -25971.2: 8%|8 | 834/10000 [00:49<09:08, 16.71it/s]
ELBO: -25971.2: 8%|8 | 835/10000 [00:49<09:56, 15.35it/s]
ELBO: -25964.6: 8%|8 | 835/10000 [00:49<09:56, 15.35it/s]
ELBO: -25946.9: 8%|8 | 836/10000 [00:50<09:56, 15.35it/s]
ELBO: -25867.8: 8%|8 | 837/10000 [00:50<09:56, 15.35it/s]
ELBO: -25867.8: 8%|8 | 838/10000 [00:50<09:05, 16.79it/s]
ELBO: -25803.8: 8%|8 | 838/10000 [00:50<09:05, 16.79it/s]
ELBO: -25934.7: 8%|8 | 839/10000 [00:50<09:05, 16.79it/s]
ELBO: -25934.7: 8%|8 | 840/10000 [00:50<09:58, 15.32it/s]
ELBO: -25942.9: 8%|8 | 840/10000 [00:50<09:58, 15.32it/s]
ELBO: -25887.1: 8%|8 | 841/10000 [00:50<09:58, 15.32it/s]
ELBO: -25899.1: 8%|8 | 842/10000 [00:50<09:57, 15.32it/s]
ELBO: -25899.1: 8%|8 | 843/10000 [00:50<09:04, 16.80it/s]
ELBO: -25796.4: 8%|8 | 843/10000 [00:50<09:04, 16.80it/s]
ELBO: -25897.1: 8%|8 | 844/10000 [00:50<09:04, 16.80it/s]
ELBO: -25897.1: 8%|8 | 845/10000 [00:50<09:57, 15.33it/s]
ELBO: -25888.2: 8%|8 | 845/10000 [00:50<09:57, 15.33it/s]
ELBO: -25833.4: 8%|8 | 846/10000 [00:50<09:57, 15.33it/s]
ELBO: -25875.2: 8%|8 | 847/10000 [00:50<09:57, 15.33it/s]
ELBO: -25875.2: 8%|8 | 848/10000 [00:50<10:16, 14.84it/s]
ELBO: -25781.5: 8%|8 | 848/10000 [00:50<10:16, 14.84it/s]
ELBO: -25855.8: 8%|8 | 849/10000 [00:50<10:16, 14.84it/s]
ELBO: -25763.7: 8%|8 | 850/10000 [00:50<10:16, 14.84it/s]
ELBO: -25763.7: 9%|8 | 851/10000 [00:50<09:16, 16.43it/s]
ELBO: -25790.7: 9%|8 | 851/10000 [00:50<09:16, 16.43it/s]
ELBO: -25787.1: 9%|8 | 852/10000 [00:51<09:16, 16.43it/s]
ELBO: -25787.1: 9%|8 | 853/10000 [00:51<10:04, 15.14it/s]
ELBO: -25753.4: 9%|8 | 853/10000 [00:51<10:04, 15.14it/s]
ELBO: -25739.4: 9%|8 | 854/10000 [00:51<10:03, 15.14it/s]
ELBO: -25741.6: 9%|8 | 855/10000 [00:51<10:03, 15.14it/s]
ELBO: -25741.6: 9%|8 | 856/10000 [00:51<09:10, 16.61it/s]
ELBO: -25897.1: 9%|8 | 856/10000 [00:51<09:10, 16.61it/s]
ELBO: -25779.9: 9%|8 | 857/10000 [00:51<09:10, 16.61it/s]
ELBO: -25779.9: 9%|8 | 858/10000 [00:51<10:04, 15.12it/s]
ELBO: -25727.5: 9%|8 | 858/10000 [00:51<10:04, 15.12it/s]
ELBO: -25725.5: 9%|8 | 859/10000 [00:51<10:04, 15.12it/s]
ELBO: -25835.9: 9%|8 | 860/10000 [00:51<10:04, 15.12it/s]
ELBO: -25835.9: 9%|8 | 861/10000 [00:51<09:06, 16.71it/s]
ELBO: -25751.2: 9%|8 | 861/10000 [00:51<09:06, 16.71it/s]
ELBO: -25728.4: 9%|8 | 862/10000 [00:51<09:06, 16.71it/s]
ELBO: -25728.4: 9%|8 | 863/10000 [00:51<09:57, 15.29it/s]
ELBO: -25720.4: 9%|8 | 863/10000 [00:51<09:57, 15.29it/s]
ELBO: -25694.9: 9%|8 | 864/10000 [00:51<09:57, 15.29it/s]
ELBO: -25702.3: 9%|8 | 865/10000 [00:51<09:57, 15.29it/s]
ELBO: -25702.3: 9%|8 | 866/10000 [00:51<10:19, 14.74it/s]
ELBO: -25845.8: 9%|8 | 866/10000 [00:51<10:19, 14.74it/s]
ELBO: -25748.2: 9%|8 | 867/10000 [00:52<10:19, 14.74it/s]
ELBO: -25636.1: 9%|8 | 868/10000 [00:52<10:19, 14.74it/s]
ELBO: -25636.1: 9%|8 | 869/10000 [00:52<09:20, 16.30it/s]
ELBO: -25737.0: 9%|8 | 869/10000 [00:52<09:20, 16.30it/s]
ELBO: -25634.1: 9%|8 | 870/10000 [00:52<09:20, 16.30it/s]
ELBO: -25634.1: 9%|8 | 871/10000 [00:52<10:07, 15.03it/s]
ELBO: -25688.5: 9%|8 | 871/10000 [00:52<10:07, 15.03it/s]
ELBO: -25717.1: 9%|8 | 874/10000 [00:52<10:07, 15.03it/s]
ELBO: -25663.5: 9%|8 | 875/10000 [00:52<10:07, 15.03it/s]
ELBO: -25663.5: 9%|8 | 876/10000 [00:52<07:27, 20.39it/s]
ELBO: -25706.8: 9%|8 | 876/10000 [00:52<07:27, 20.39it/s]
ELBO: -25705.2: 9%|8 | 877/10000 [00:52<07:27, 20.39it/s]
ELBO: -25686.8: 9%|8 | 878/10000 [00:52<07:27, 20.39it/s]
ELBO: -25686.8: 9%|8 | 879/10000 [00:52<08:26, 18.01it/s]
ELBO: -25618.6: 9%|8 | 879/10000 [00:52<08:26, 18.01it/s]
ELBO: -25738.2: 9%|8 | 880/10000 [00:52<08:26, 18.01it/s]
ELBO: -25695.1: 9%|8 | 881/10000 [00:52<08:26, 18.01it/s]
ELBO: -25695.1: 9%|8 | 882/10000 [00:52<09:06, 16.67it/s]
ELBO: -25646.8: 9%|8 | 882/10000 [00:52<09:06, 16.67it/s]
ELBO: -25629.1: 9%|8 | 883/10000 [00:52<09:06, 16.67it/s]
ELBO: -25638.3: 9%|8 | 884/10000 [00:52<09:06, 16.67it/s]
ELBO: -25638.3: 9%|8 | 885/10000 [00:52<08:35, 17.67it/s]
ELBO: -25583.0: 9%|8 | 885/10000 [00:53<08:35, 17.67it/s]
ELBO: -25641.2: 9%|8 | 886/10000 [00:53<08:35, 17.67it/s]
ELBO: -25641.2: 9%|8 | 887/10000 [00:53<09:31, 15.95it/s]
ELBO: -25514.8: 9%|8 | 887/10000 [00:53<09:31, 15.95it/s]
ELBO: -25613.8: 9%|8 | 888/10000 [00:53<09:31, 15.95it/s]
ELBO: -25653.9: 9%|8 | 889/10000 [00:53<09:31, 15.95it/s]
ELBO: -25653.9: 9%|8 | 890/10000 [00:53<08:47, 17.26it/s]
ELBO: -25590.5: 9%|8 | 890/10000 [00:53<08:47, 17.26it/s]
ELBO: -25568.9: 9%|8 | 891/10000 [00:53<08:47, 17.26it/s]
ELBO: -25568.9: 9%|8 | 892/10000 [00:53<09:39, 15.71it/s]
ELBO: -25611.4: 9%|8 | 892/10000 [00:53<09:39, 15.71it/s]
ELBO: -25625.0: 9%|8 | 893/10000 [00:53<09:39, 15.71it/s]
ELBO: -25599.4: 9%|8 | 894/10000 [00:53<09:39, 15.71it/s]
ELBO: -25599.4: 9%|8 | 895/10000 [00:53<10:03, 15.09it/s]
ELBO: -25608.4: 9%|8 | 895/10000 [00:53<10:03, 15.09it/s]
ELBO: -25656.7: 9%|8 | 896/10000 [00:53<10:03, 15.09it/s]
ELBO: -25578.8: 9%|8 | 897/10000 [00:53<10:03, 15.09it/s]
ELBO: -25578.8: 9%|8 | 898/10000 [00:53<09:09, 16.55it/s]
ELBO: -25631.4: 9%|8 | 898/10000 [00:53<09:09, 16.55it/s]
ELBO: -25595.4: 9%|8 | 899/10000 [00:53<09:09, 16.55it/s]
ELBO: -25595.4: 9%|9 | 900/10000 [00:53<09:57, 15.24it/s]
ELBO: -25563.4: 9%|9 | 900/10000 [00:53<09:57, 15.24it/s]
ELBO: -25517.2: 9%|9 | 901/10000 [00:54<09:56, 15.24it/s]
ELBO: -25554.5: 9%|9 | 902/10000 [00:54<09:56, 15.24it/s]
ELBO: -25554.5: 9%|9 | 903/10000 [00:54<09:06, 16.65it/s]
ELBO: -25593.6: 9%|9 | 903/10000 [00:54<09:06, 16.65it/s]
ELBO: -25477.9: 9%|9 | 904/10000 [00:54<09:06, 16.65it/s]
ELBO: -25477.9: 9%|9 | 905/10000 [00:54<10:01, 15.13it/s]
ELBO: -25461.9: 9%|9 | 905/10000 [00:54<10:01, 15.13it/s]
ELBO: -25467.0: 9%|9 | 906/10000 [00:54<10:00, 15.13it/s]
ELBO: -25457.2: 9%|9 | 907/10000 [00:54<10:00, 15.13it/s]
ELBO: -25457.2: 9%|9 | 908/10000 [00:54<09:06, 16.65it/s]
ELBO: -25549.5: 9%|9 | 908/10000 [00:54<09:06, 16.65it/s]
ELBO: -25477.0: 9%|9 | 909/10000 [00:54<09:06, 16.65it/s]
ELBO: -25477.0: 9%|9 | 910/10000 [00:54<09:56, 15.24it/s]
ELBO: -25432.9: 9%|9 | 910/10000 [00:54<09:56, 15.24it/s]
ELBO: -25573.6: 9%|9 | 911/10000 [00:54<09:56, 15.24it/s]
ELBO: -25468.9: 9%|9 | 912/10000 [00:54<09:56, 15.24it/s]
ELBO: -25468.9: 9%|9 | 913/10000 [00:54<10:17, 14.71it/s]
ELBO: -25479.5: 9%|9 | 913/10000 [00:54<10:17, 14.71it/s]
ELBO: -25506.3: 9%|9 | 914/10000 [00:54<10:17, 14.71it/s]
ELBO: -25560.4: 9%|9 | 915/10000 [00:54<10:17, 14.71it/s]
ELBO: -25560.4: 9%|9 | 916/10000 [00:54<09:17, 16.30it/s]
ELBO: -25480.7: 9%|9 | 916/10000 [00:54<09:17, 16.30it/s]
ELBO: -25478.4: 9%|9 | 917/10000 [00:55<09:17, 16.30it/s]
ELBO: -25478.4: 9%|9 | 918/10000 [00:55<10:02, 15.08it/s]
ELBO: -25505.5: 9%|9 | 918/10000 [00:55<10:02, 15.08it/s]
ELBO: -25549.0: 9%|9 | 919/10000 [00:55<10:02, 15.08it/s]
ELBO: -25425.6: 9%|9 | 920/10000 [00:55<10:02, 15.08it/s]
ELBO: -25425.6: 9%|9 | 921/10000 [00:55<09:06, 16.60it/s]
ELBO: -25442.6: 9%|9 | 921/10000 [00:55<09:06, 16.60it/s]
ELBO: -25385.1: 9%|9 | 922/10000 [00:55<09:06, 16.60it/s]
ELBO: -25385.1: 9%|9 | 923/10000 [00:55<10:02, 15.07it/s]
ELBO: -25505.1: 9%|9 | 923/10000 [00:55<10:02, 15.07it/s]
ELBO: -25513.8: 9%|9 | 924/10000 [00:55<10:02, 15.07it/s]
ELBO: -25444.9: 9%|9 | 925/10000 [00:55<10:02, 15.07it/s]
ELBO: -25444.9: 9%|9 | 926/10000 [00:55<09:03, 16.68it/s]
ELBO: -25435.2: 9%|9 | 926/10000 [00:55<09:03, 16.68it/s]
ELBO: -25259.0: 9%|9 | 927/10000 [00:55<09:03, 16.68it/s]
ELBO: -25259.0: 9%|9 | 928/10000 [00:55<09:54, 15.26it/s]
ELBO: -25376.0: 9%|9 | 928/10000 [00:55<09:54, 15.26it/s]
ELBO: -25423.3: 9%|9 | 929/10000 [00:55<09:54, 15.26it/s]
ELBO: -25374.7: 9%|9 | 930/10000 [00:55<09:54, 15.26it/s]
ELBO: -25374.7: 9%|9 | 931/10000 [00:55<10:13, 14.79it/s]
ELBO: -25447.4: 9%|9 | 931/10000 [00:55<10:13, 14.79it/s]
ELBO: -25419.8: 9%|9 | 934/10000 [00:56<10:13, 14.79it/s]
ELBO: -25420.7: 9%|9 | 935/10000 [00:56<10:12, 14.79it/s]
ELBO: -25420.7: 9%|9 | 936/10000 [00:56<07:33, 19.97it/s]
ELBO: -25402.5: 9%|9 | 936/10000 [00:56<07:33, 19.97it/s]
ELBO: -25419.0: 9%|9 | 937/10000 [00:56<07:33, 19.97it/s]
ELBO: -25395.1: 9%|9 | 938/10000 [00:56<07:33, 19.97it/s]
ELBO: -25395.1: 9%|9 | 939/10000 [00:56<08:27, 17.86it/s]
ELBO: -25359.9: 9%|9 | 939/10000 [00:56<08:27, 17.86it/s]
ELBO: -25471.3: 9%|9 | 940/10000 [00:56<08:27, 17.86it/s]
ELBO: -25359.6: 9%|9 | 941/10000 [00:56<08:27, 17.86it/s]
ELBO: -25359.6: 9%|9 | 942/10000 [00:56<09:08, 16.52it/s]
ELBO: -25274.1: 9%|9 | 942/10000 [00:56<09:08, 16.52it/s]
ELBO: -25390.1: 9%|9 | 943/10000 [00:56<09:08, 16.52it/s]
ELBO: -25376.6: 9%|9 | 944/10000 [00:56<09:08, 16.52it/s]
ELBO: -25376.6: 9%|9 | 945/10000 [00:56<08:35, 17.56it/s]
ELBO: -25324.6: 9%|9 | 945/10000 [00:56<08:35, 17.56it/s]
ELBO: -25379.0: 9%|9 | 946/10000 [00:56<08:35, 17.56it/s]
ELBO: -25379.0: 9%|9 | 947/10000 [00:56<09:28, 15.92it/s]
ELBO: -25321.6: 9%|9 | 947/10000 [00:56<09:28, 15.92it/s]
ELBO: -25422.4: 9%|9 | 948/10000 [00:56<09:28, 15.92it/s]
ELBO: -25337.4: 9%|9 | 949/10000 [00:56<09:28, 15.92it/s]
ELBO: -25337.4: 10%|9 | 950/10000 [00:56<08:45, 17.21it/s]
ELBO: -25260.9: 10%|9 | 950/10000 [00:57<08:45, 17.21it/s]
ELBO: -25305.7: 10%|9 | 951/10000 [00:57<08:45, 17.21it/s]
ELBO: -25305.7: 10%|9 | 952/10000 [00:57<09:38, 15.65it/s]
ELBO: -25418.4: 10%|9 | 952/10000 [00:57<09:38, 15.65it/s]
ELBO: -25301.6: 10%|9 | 953/10000 [00:57<09:38, 15.65it/s]
ELBO: -25348.0: 10%|9 | 954/10000 [00:57<09:37, 15.65it/s]
ELBO: -25348.0: 10%|9 | 955/10000 [00:57<08:51, 17.01it/s]
ELBO: -25289.8: 10%|9 | 955/10000 [00:57<08:51, 17.01it/s]
ELBO: -25305.9: 10%|9 | 956/10000 [00:57<08:51, 17.01it/s]
ELBO: -25305.9: 10%|9 | 957/10000 [00:57<09:43, 15.49it/s]
ELBO: -25296.5: 10%|9 | 957/10000 [00:57<09:43, 15.49it/s]
ELBO: -25328.1: 10%|9 | 958/10000 [00:57<09:43, 15.49it/s]
ELBO: -25324.1: 10%|9 | 959/10000 [00:57<09:43, 15.49it/s]
ELBO: -25324.1: 10%|9 | 960/10000 [00:57<10:06, 14.90it/s]
ELBO: -25196.2: 10%|9 | 960/10000 [00:57<10:06, 14.90it/s]
ELBO: -25271.8: 10%|9 | 961/10000 [00:57<10:06, 14.90it/s]
ELBO: -25245.7: 10%|9 | 962/10000 [00:57<10:06, 14.90it/s]
ELBO: -25245.7: 10%|9 | 963/10000 [00:57<09:09, 16.45it/s]
ELBO: -25284.5: 10%|9 | 963/10000 [00:57<09:09, 16.45it/s]
ELBO: -25261.6: 10%|9 | 964/10000 [00:57<09:09, 16.45it/s]
ELBO: -25261.6: 10%|9 | 965/10000 [00:57<09:56, 15.15it/s]
ELBO: -25248.2: 10%|9 | 965/10000 [00:58<09:56, 15.15it/s]
ELBO: -25215.5: 10%|9 | 966/10000 [00:58<09:56, 15.15it/s]
ELBO: -25235.0: 10%|9 | 967/10000 [00:58<09:56, 15.15it/s]
ELBO: -25235.0: 10%|9 | 968/10000 [00:58<09:00, 16.72it/s]
ELBO: -25314.7: 10%|9 | 968/10000 [00:58<09:00, 16.72it/s]
ELBO: -25270.6: 10%|9 | 969/10000 [00:58<09:00, 16.72it/s]
ELBO: -25270.6: 10%|9 | 970/10000 [00:58<09:55, 15.17it/s]
ELBO: -25259.0: 10%|9 | 970/10000 [00:58<09:55, 15.17it/s]
ELBO: -25173.3: 10%|9 | 971/10000 [00:58<09:55, 15.17it/s]
ELBO: -25188.2: 10%|9 | 972/10000 [00:58<09:54, 15.17it/s]
ELBO: -25188.2: 10%|9 | 973/10000 [00:58<09:00, 16.69it/s]
ELBO: -25193.7: 10%|9 | 973/10000 [00:58<09:00, 16.69it/s]
ELBO: -25152.6: 10%|9 | 974/10000 [00:58<09:00, 16.69it/s]
ELBO: -25152.6: 10%|9 | 975/10000 [00:58<10:00, 15.02it/s]
ELBO: -25163.9: 10%|9 | 975/10000 [00:58<10:00, 15.02it/s]
ELBO: -25208.5: 10%|9 | 976/10000 [00:58<10:00, 15.02it/s]
ELBO: -25105.8: 10%|9 | 977/10000 [00:58<10:00, 15.02it/s]
ELBO: -25105.8: 10%|9 | 978/10000 [00:58<10:14, 14.68it/s]
ELBO: -25161.1: 10%|9 | 978/10000 [00:58<10:14, 14.68it/s]
ELBO: -25180.1: 10%|9 | 979/10000 [00:58<10:14, 14.68it/s]
ELBO: -25128.0: 10%|9 | 980/10000 [00:58<10:14, 14.68it/s]
ELBO: -25128.0: 10%|9 | 981/10000 [00:58<09:11, 16.35it/s]
ELBO: -25157.8: 10%|9 | 981/10000 [00:59<09:11, 16.35it/s]
ELBO: -25072.2: 10%|9 | 982/10000 [00:59<09:11, 16.35it/s]
ELBO: -25072.2: 10%|9 | 983/10000 [00:59<09:56, 15.11it/s]
ELBO: -25189.9: 10%|9 | 983/10000 [00:59<09:56, 15.11it/s]
ELBO: -25109.0: 10%|9 | 984/10000 [00:59<09:56, 15.11it/s]
ELBO: -25180.1: 10%|9 | 985/10000 [00:59<09:56, 15.11it/s]
ELBO: -25180.1: 10%|9 | 986/10000 [00:59<08:59, 16.72it/s]
ELBO: -25057.8: 10%|9 | 986/10000 [00:59<08:59, 16.72it/s]
ELBO: -25008.3: 10%|9 | 987/10000 [00:59<08:59, 16.72it/s]
ELBO: -25008.3: 10%|9 | 988/10000 [00:59<09:52, 15.21it/s]
ELBO: -25073.0: 10%|9 | 988/10000 [00:59<09:52, 15.21it/s]
ELBO: -25158.1: 10%|9 | 989/10000 [00:59<09:52, 15.21it/s]
ELBO: -25038.8: 10%|9 | 990/10000 [00:59<09:52, 15.21it/s]
ELBO: -25038.8: 10%|9 | 991/10000 [00:59<08:56, 16.78it/s]
ELBO: -25038.9: 10%|9 | 991/10000 [00:59<08:56, 16.78it/s]
ELBO: -25164.5: 10%|9 | 992/10000 [00:59<08:56, 16.78it/s]
ELBO: -25164.5: 10%|9 | 993/10000 [00:59<09:46, 15.36it/s]
ELBO: -25184.7: 10%|9 | 993/10000 [00:59<09:46, 15.36it/s]
ELBO: -25127.3: 10%|9 | 996/10000 [00:59<09:46, 15.36it/s]
ELBO: -25089.6: 10%|9 | 997/10000 [00:59<09:46, 15.36it/s]
ELBO: -25089.6: 10%|9 | 998/10000 [00:59<08:14, 18.20it/s]
ELBO: -25021.9: 10%|9 | 998/10000 [01:00<08:14, 18.20it/s]
ELBO: -25136.4: 10%|9 | 999/10000 [01:00<08:14, 18.20it/s]
ELBO: -24976.6: 10%|# | 1000/10000 [01:00<08:14, 18.20it/s]
ELBO: -24976.6: 10%|# | 1001/10000 [01:00<07:58, 18.80it/s]
ELBO: -24928.1: 10%|# | 1001/10000 [01:00<07:58, 18.80it/s]
ELBO: -25028.7: 10%|# | 1002/10000 [01:00<07:58, 18.80it/s]
ELBO: -25028.7: 10%|# | 1003/10000 [01:00<08:56, 16.78it/s]
ELBO: -25115.4: 10%|# | 1003/10000 [01:00<08:56, 16.78it/s]
ELBO: -25130.6: 10%|# | 1004/10000 [01:00<08:56, 16.78it/s]
ELBO: -25093.6: 10%|# | 1005/10000 [01:00<08:55, 16.78it/s]
ELBO: -25093.6: 10%|# | 1006/10000 [01:00<08:24, 17.84it/s]
ELBO: -25088.5: 10%|# | 1006/10000 [01:00<08:24, 17.84it/s]
ELBO: -24958.5: 10%|# | 1007/10000 [01:00<08:24, 17.84it/s]
ELBO: -24958.5: 10%|# | 1008/10000 [01:00<09:22, 15.98it/s]
ELBO: -25013.4: 10%|# | 1008/10000 [01:00<09:22, 15.98it/s]
ELBO: -25038.0: 10%|# | 1009/10000 [01:00<09:22, 15.98it/s]
ELBO: -25078.8: 10%|# | 1010/10000 [01:00<09:22, 15.98it/s]
ELBO: -25078.8: 10%|# | 1011/10000 [01:00<08:39, 17.30it/s]
ELBO: -25044.7: 10%|# | 1011/10000 [01:00<08:39, 17.30it/s]
ELBO: -24925.7: 10%|# | 1012/10000 [01:00<08:39, 17.30it/s]
ELBO: -24925.7: 10%|# | 1013/10000 [01:00<09:34, 15.64it/s]
ELBO: -24967.5: 10%|# | 1013/10000 [01:00<09:34, 15.64it/s]
ELBO: -25066.3: 10%|# | 1014/10000 [01:00<09:34, 15.64it/s]
ELBO: -24964.4: 10%|# | 1015/10000 [01:01<09:34, 15.64it/s]
ELBO: -24964.4: 10%|# | 1016/10000 [01:01<09:59, 14.98it/s]
ELBO: -25007.0: 10%|# | 1016/10000 [01:01<09:59, 14.98it/s]
ELBO: -25008.0: 10%|# | 1017/10000 [01:01<09:59, 14.98it/s]
ELBO: -24938.0: 10%|# | 1018/10000 [01:01<09:59, 14.98it/s]
ELBO: -24938.0: 10%|# | 1019/10000 [01:01<09:04, 16.50it/s]
ELBO: -24895.1: 10%|# | 1019/10000 [01:01<09:04, 16.50it/s]
ELBO: -25041.3: 10%|# | 1020/10000 [01:01<09:04, 16.50it/s]
ELBO: -25041.3: 10%|# | 1021/10000 [01:01<09:51, 15.19it/s]
ELBO: -24947.3: 10%|# | 1021/10000 [01:01<09:51, 15.19it/s]
ELBO: -24923.1: 10%|# | 1022/10000 [01:01<09:50, 15.19it/s]
ELBO: -25048.3: 10%|# | 1023/10000 [01:01<09:50, 15.19it/s]
ELBO: -25048.3: 10%|# | 1024/10000 [01:01<08:59, 16.65it/s]
ELBO: -24908.4: 10%|# | 1024/10000 [01:01<08:59, 16.65it/s]
ELBO: -24931.8: 10%|# | 1025/10000 [01:01<08:58, 16.65it/s]
ELBO: -24931.8: 10%|# | 1026/10000 [01:01<09:50, 15.19it/s]
ELBO: -24878.8: 10%|# | 1026/10000 [01:01<09:50, 15.19it/s]
ELBO: -24914.1: 10%|# | 1027/10000 [01:01<09:50, 15.19it/s]
ELBO: -24988.9: 10%|# | 1028/10000 [01:01<09:50, 15.19it/s]
ELBO: -24988.9: 10%|# | 1029/10000 [01:01<09:00, 16.61it/s]
ELBO: -25002.4: 10%|# | 1029/10000 [01:01<09:00, 16.61it/s]
ELBO: -25043.4: 10%|# | 1030/10000 [01:02<08:59, 16.61it/s]
ELBO: -25043.4: 10%|# | 1031/10000 [01:02<09:50, 15.18it/s]
ELBO: -24953.4: 10%|# | 1031/10000 [01:02<09:50, 15.18it/s]
ELBO: -24795.4: 10%|# | 1032/10000 [01:02<09:50, 15.18it/s]
ELBO: -24795.4: 10%|# | 1033/10000 [01:02<09:14, 16.18it/s]
ELBO: -24875.7: 10%|# | 1033/10000 [01:02<09:14, 16.18it/s]
ELBO: -24904.0: 10%|# | 1034/10000 [01:02<09:14, 16.18it/s]
ELBO: -24904.0: 10%|# | 1035/10000 [01:02<10:08, 14.73it/s]
ELBO: -24883.7: 10%|# | 1035/10000 [01:02<10:08, 14.73it/s]
ELBO: -24926.9: 10%|# | 1036/10000 [01:02<10:08, 14.73it/s]
ELBO: -24770.0: 10%|# | 1037/10000 [01:02<10:08, 14.73it/s]
ELBO: -24770.0: 10%|# | 1038/10000 [01:02<09:02, 16.50it/s]
ELBO: -24818.1: 10%|# | 1038/10000 [01:02<09:02, 16.50it/s]
ELBO: -24911.2: 10%|# | 1039/10000 [01:02<09:02, 16.50it/s]
ELBO: -24911.2: 10%|# | 1040/10000 [01:02<09:54, 15.07it/s]
ELBO: -24872.6: 10%|# | 1040/10000 [01:02<09:54, 15.07it/s]
ELBO: -24834.3: 10%|# | 1041/10000 [01:02<09:54, 15.07it/s]
ELBO: -24899.4: 10%|# | 1042/10000 [01:02<09:54, 15.07it/s]
ELBO: -24899.4: 10%|# | 1043/10000 [01:02<10:11, 14.65it/s]
ELBO: -24882.4: 10%|# | 1043/10000 [01:02<10:11, 14.65it/s]
ELBO: -24892.5: 10%|# | 1044/10000 [01:02<10:11, 14.65it/s]
ELBO: -24832.7: 10%|# | 1045/10000 [01:02<10:11, 14.65it/s]
ELBO: -24832.7: 10%|# | 1046/10000 [01:02<09:10, 16.26it/s]
ELBO: -24808.1: 10%|# | 1046/10000 [01:03<09:10, 16.26it/s]
ELBO: -24829.5: 10%|# | 1047/10000 [01:03<09:10, 16.26it/s]
ELBO: -24829.5: 10%|# | 1048/10000 [01:03<10:00, 14.91it/s]
ELBO: -24921.3: 10%|# | 1048/10000 [01:03<10:00, 14.91it/s]
ELBO: -24727.7: 10%|# | 1049/10000 [01:03<10:00, 14.91it/s]
ELBO: -24815.8: 10%|# | 1050/10000 [01:03<10:00, 14.91it/s]
ELBO: -24815.8: 11%|# | 1051/10000 [01:03<09:02, 16.50it/s]
ELBO: -24915.2: 11%|# | 1051/10000 [01:03<09:02, 16.50it/s]
ELBO: -24821.0: 11%|# | 1052/10000 [01:03<09:02, 16.50it/s]
ELBO: -24821.0: 11%|# | 1053/10000 [01:03<09:55, 15.03it/s]
ELBO: -24707.0: 11%|# | 1053/10000 [01:03<09:55, 15.03it/s]
ELBO: -24838.6: 11%|# | 1054/10000 [01:03<09:55, 15.03it/s]
ELBO: -24714.1: 11%|# | 1055/10000 [01:03<09:54, 15.03it/s]
ELBO: -24714.1: 11%|# | 1056/10000 [01:03<08:57, 16.65it/s]
ELBO: -24828.7: 11%|# | 1056/10000 [01:03<08:57, 16.65it/s]
ELBO: -24796.2: 11%|# | 1057/10000 [01:03<08:57, 16.65it/s]
ELBO: -24796.2: 11%|# | 1058/10000 [01:03<09:49, 15.16it/s]
ELBO: -24769.4: 11%|# | 1060/10000 [01:03<09:49, 15.16it/s]
ELBO: -24747.6: 11%|# | 1061/10000 [01:03<09:49, 15.16it/s]
ELBO: -24768.4: 11%|# | 1062/10000 [01:03<09:49, 15.16it/s]
ELBO: -24768.4: 11%|# | 1063/10000 [01:03<08:14, 18.06it/s]
ELBO: -24726.8: 11%|# | 1063/10000 [01:04<08:14, 18.06it/s]
ELBO: -24719.6: 11%|# | 1064/10000 [01:04<08:14, 18.06it/s]
ELBO: -24621.1: 11%|# | 1065/10000 [01:04<08:14, 18.06it/s]
ELBO: -24621.1: 11%|# | 1066/10000 [01:04<07:56, 18.74it/s]
ELBO: -24753.0: 11%|# | 1066/10000 [01:04<07:56, 18.74it/s]
ELBO: -24809.1: 11%|# | 1067/10000 [01:04<07:56, 18.74it/s]
ELBO: -24809.1: 11%|# | 1068/10000 [01:04<08:57, 16.60it/s]
ELBO: -24719.7: 11%|# | 1068/10000 [01:04<08:57, 16.60it/s]
ELBO: -24758.2: 11%|# | 1069/10000 [01:04<08:57, 16.60it/s]
ELBO: -24712.3: 11%|# | 1070/10000 [01:04<08:57, 16.60it/s]
ELBO: -24712.3: 11%|# | 1071/10000 [01:04<08:22, 17.76it/s]
ELBO: -24704.2: 11%|# | 1071/10000 [01:04<08:22, 17.76it/s]
ELBO: -24730.6: 11%|# | 1072/10000 [01:04<08:22, 17.76it/s]
ELBO: -24730.6: 11%|# | 1073/10000 [01:04<09:18, 16.00it/s]
ELBO: -24670.9: 11%|# | 1073/10000 [01:04<09:18, 16.00it/s]
ELBO: -24781.6: 11%|# | 1074/10000 [01:04<09:17, 16.00it/s]
ELBO: -24618.7: 11%|# | 1075/10000 [01:04<09:17, 16.00it/s]
ELBO: -24618.7: 11%|# | 1076/10000 [01:04<08:35, 17.33it/s]
ELBO: -24636.9: 11%|# | 1076/10000 [01:04<08:35, 17.33it/s]
ELBO: -24701.9: 11%|# | 1077/10000 [01:04<08:35, 17.33it/s]
ELBO: -24701.9: 11%|# | 1078/10000 [01:04<09:29, 15.68it/s]
ELBO: -24796.3: 11%|# | 1078/10000 [01:04<09:29, 15.68it/s]
ELBO: -24779.9: 11%|# | 1079/10000 [01:05<09:29, 15.68it/s]
ELBO: -24770.1: 11%|# | 1080/10000 [01:05<09:28, 15.68it/s]
ELBO: -24770.1: 11%|# | 1081/10000 [01:05<09:55, 14.98it/s]
ELBO: -24705.5: 11%|# | 1081/10000 [01:05<09:55, 14.98it/s]
ELBO: -24597.3: 11%|# | 1082/10000 [01:05<09:55, 14.98it/s]
ELBO: -24743.4: 11%|# | 1083/10000 [01:05<09:55, 14.98it/s]
ELBO: -24743.4: 11%|# | 1084/10000 [01:05<09:02, 16.42it/s]
ELBO: -24569.9: 11%|# | 1084/10000 [01:05<09:02, 16.42it/s]
ELBO: -24611.1: 11%|# | 1085/10000 [01:05<09:02, 16.42it/s]
ELBO: -24611.1: 11%|# | 1086/10000 [01:05<09:51, 15.08it/s]
ELBO: -24594.3: 11%|# | 1086/10000 [01:05<09:51, 15.08it/s]
ELBO: -24680.7: 11%|# | 1087/10000 [01:05<09:51, 15.08it/s]
ELBO: -24670.8: 11%|# | 1088/10000 [01:05<09:51, 15.08it/s]
ELBO: -24670.8: 11%|# | 1089/10000 [01:05<08:56, 16.60it/s]
ELBO: -24622.6: 11%|# | 1089/10000 [01:05<08:56, 16.60it/s]
ELBO: -24597.9: 11%|# | 1090/10000 [01:05<08:56, 16.60it/s]
ELBO: -24597.9: 11%|# | 1091/10000 [01:05<09:46, 15.19it/s]
ELBO: -24595.5: 11%|# | 1091/10000 [01:05<09:46, 15.19it/s]
ELBO: -24659.0: 11%|# | 1092/10000 [01:05<09:46, 15.19it/s]
ELBO: -24510.4: 11%|# | 1093/10000 [01:05<09:46, 15.19it/s]
ELBO: -24510.4: 11%|# | 1094/10000 [01:05<08:52, 16.73it/s]
ELBO: -24517.1: 11%|# | 1094/10000 [01:06<08:52, 16.73it/s]
ELBO: -24654.8: 11%|# | 1095/10000 [01:06<08:52, 16.73it/s]
ELBO: -24654.8: 11%|# | 1096/10000 [01:06<09:44, 15.24it/s]
ELBO: -24638.2: 11%|# | 1096/10000 [01:06<09:44, 15.24it/s]
ELBO: -24682.4: 11%|# | 1097/10000 [01:06<09:44, 15.24it/s]
ELBO: -24539.1: 11%|# | 1098/10000 [01:06<09:44, 15.24it/s]
ELBO: -24539.1: 11%|# | 1099/10000 [01:06<10:05, 14.69it/s]
ELBO: -24519.1: 11%|# | 1099/10000 [01:06<10:05, 14.69it/s]
ELBO: -24589.0: 11%|#1 | 1100/10000 [01:06<10:05, 14.69it/s]
ELBO: -24514.8: 11%|#1 | 1101/10000 [01:06<10:05, 14.69it/s]
ELBO: -24514.8: 11%|#1 | 1102/10000 [01:06<09:06, 16.28it/s]
ELBO: -24535.7: 11%|#1 | 1102/10000 [01:06<09:06, 16.28it/s]
ELBO: -24576.1: 11%|#1 | 1103/10000 [01:06<09:06, 16.28it/s]
ELBO: -24576.1: 11%|#1 | 1104/10000 [01:06<09:52, 15.02it/s]
ELBO: -24617.5: 11%|#1 | 1104/10000 [01:06<09:52, 15.02it/s]
ELBO: -24561.1: 11%|#1 | 1105/10000 [01:06<09:52, 15.02it/s]
ELBO: -24568.3: 11%|#1 | 1106/10000 [01:06<09:52, 15.02it/s]
ELBO: -24568.3: 11%|#1 | 1107/10000 [01:06<08:56, 16.58it/s]
ELBO: -24544.1: 11%|#1 | 1107/10000 [01:06<08:56, 16.58it/s]
ELBO: -24503.1: 11%|#1 | 1108/10000 [01:06<08:56, 16.58it/s]
ELBO: -24503.1: 11%|#1 | 1109/10000 [01:06<09:48, 15.10it/s]
ELBO: -24518.8: 11%|#1 | 1109/10000 [01:06<09:48, 15.10it/s]
ELBO: -24618.9: 11%|#1 | 1110/10000 [01:07<09:48, 15.10it/s]
ELBO: -24565.7: 11%|#1 | 1111/10000 [01:07<09:48, 15.10it/s]
ELBO: -24565.7: 11%|#1 | 1112/10000 [01:07<08:55, 16.59it/s]
ELBO: -24525.4: 11%|#1 | 1112/10000 [01:07<08:55, 16.59it/s]
ELBO: -24464.6: 11%|#1 | 1113/10000 [01:07<08:55, 16.59it/s]
ELBO: -24464.6: 11%|#1 | 1114/10000 [01:07<09:46, 15.15it/s]
ELBO: -24530.8: 11%|#1 | 1114/10000 [01:07<09:46, 15.15it/s]
ELBO: -24520.7: 11%|#1 | 1115/10000 [01:07<09:46, 15.15it/s]
ELBO: -24458.7: 11%|#1 | 1116/10000 [01:07<09:46, 15.15it/s]
ELBO: -24458.7: 11%|#1 | 1117/10000 [01:07<10:05, 14.67it/s]
ELBO: -24456.7: 11%|#1 | 1117/10000 [01:07<10:05, 14.67it/s]
ELBO: -24532.5: 11%|#1 | 1118/10000 [01:07<10:05, 14.67it/s]
ELBO: -24516.3: 11%|#1 | 1119/10000 [01:07<10:05, 14.67it/s]
ELBO: -24516.3: 11%|#1 | 1120/10000 [01:07<09:08, 16.20it/s]
ELBO: -24502.9: 11%|#1 | 1120/10000 [01:07<09:08, 16.20it/s]
ELBO: -24524.8: 11%|#1 | 1121/10000 [01:07<09:07, 16.20it/s]
ELBO: -24524.8: 11%|#1 | 1122/10000 [01:07<09:52, 14.99it/s]
ELBO: -24523.8: 11%|#1 | 1122/10000 [01:07<09:52, 14.99it/s]
ELBO: -24538.3: 11%|#1 | 1123/10000 [01:07<09:52, 14.99it/s]
ELBO: -24516.1: 11%|#1 | 1124/10000 [01:07<09:52, 14.99it/s]
ELBO: -24516.1: 11%|#1 | 1125/10000 [01:07<08:58, 16.49it/s]
ELBO: -24401.2: 11%|#1 | 1127/10000 [01:08<08:58, 16.49it/s]
ELBO: -24401.2: 11%|#1 | 1128/10000 [01:08<07:58, 18.55it/s]
ELBO: -24401.2: 11%|#1 | 1128/10000 [01:08<07:58, 18.55it/s]
ELBO: -24497.1: 11%|#1 | 1129/10000 [01:08<07:58, 18.55it/s]
ELBO: -24510.4: 11%|#1 | 1130/10000 [01:08<07:58, 18.55it/s]
ELBO: -24510.4: 11%|#1 | 1131/10000 [01:08<07:41, 19.21it/s]
ELBO: -24361.6: 11%|#1 | 1131/10000 [01:08<07:41, 19.21it/s]
ELBO: -24540.4: 11%|#1 | 1132/10000 [01:08<07:41, 19.21it/s]
ELBO: -24540.4: 11%|#1 | 1133/10000 [01:08<08:44, 16.92it/s]
ELBO: -24412.3: 11%|#1 | 1133/10000 [01:08<08:44, 16.92it/s]
ELBO: -24369.5: 11%|#1 | 1134/10000 [01:08<08:43, 16.92it/s]
ELBO: -24434.5: 11%|#1 | 1135/10000 [01:08<08:43, 16.92it/s]
ELBO: -24434.5: 11%|#1 | 1136/10000 [01:08<08:12, 18.02it/s]
ELBO: -24407.0: 11%|#1 | 1136/10000 [01:08<08:12, 18.02it/s]
ELBO: -24444.6: 11%|#1 | 1137/10000 [01:08<08:11, 18.02it/s]
ELBO: -24444.6: 11%|#1 | 1138/10000 [01:08<09:13, 16.01it/s]
ELBO: -24350.1: 11%|#1 | 1138/10000 [01:08<09:13, 16.01it/s]
ELBO: -24391.5: 11%|#1 | 1139/10000 [01:08<09:13, 16.01it/s]
ELBO: -24338.5: 11%|#1 | 1140/10000 [01:08<09:13, 16.01it/s]
ELBO: -24338.5: 11%|#1 | 1141/10000 [01:08<08:30, 17.36it/s]
ELBO: -24347.8: 11%|#1 | 1141/10000 [01:08<08:30, 17.36it/s]
ELBO: -24387.8: 11%|#1 | 1142/10000 [01:08<08:30, 17.36it/s]
ELBO: -24387.8: 11%|#1 | 1143/10000 [01:08<09:24, 15.70it/s]
ELBO: -24353.2: 11%|#1 | 1143/10000 [01:09<09:24, 15.70it/s]
ELBO: -24357.3: 11%|#1 | 1144/10000 [01:09<09:24, 15.70it/s]
ELBO: -24449.4: 11%|#1 | 1145/10000 [01:09<09:23, 15.70it/s]
ELBO: -24449.4: 11%|#1 | 1146/10000 [01:09<09:51, 14.97it/s]
ELBO: -24363.6: 11%|#1 | 1146/10000 [01:09<09:51, 14.97it/s]
ELBO: -24385.4: 11%|#1 | 1147/10000 [01:09<09:51, 14.97it/s]
ELBO: -24361.0: 11%|#1 | 1148/10000 [01:09<09:51, 14.97it/s]
ELBO: -24361.0: 11%|#1 | 1149/10000 [01:09<08:59, 16.42it/s]
ELBO: -24363.4: 11%|#1 | 1149/10000 [01:09<08:59, 16.42it/s]
ELBO: -24338.6: 12%|#1 | 1150/10000 [01:09<08:59, 16.42it/s]
ELBO: -24338.6: 12%|#1 | 1151/10000 [01:09<09:45, 15.12it/s]
ELBO: -24361.1: 12%|#1 | 1151/10000 [01:09<09:45, 15.12it/s]
ELBO: -24323.6: 12%|#1 | 1152/10000 [01:09<09:45, 15.12it/s]
ELBO: -24229.1: 12%|#1 | 1153/10000 [01:09<09:45, 15.12it/s]
ELBO: -24229.1: 12%|#1 | 1154/10000 [01:09<08:50, 16.67it/s]
ELBO: -24332.6: 12%|#1 | 1154/10000 [01:09<08:50, 16.67it/s]
ELBO: -24347.8: 12%|#1 | 1155/10000 [01:09<08:50, 16.67it/s]
ELBO: -24347.8: 12%|#1 | 1156/10000 [01:09<09:39, 15.25it/s]
ELBO: -24274.9: 12%|#1 | 1156/10000 [01:09<09:39, 15.25it/s]
ELBO: -24341.8: 12%|#1 | 1157/10000 [01:09<09:39, 15.25it/s]
ELBO: -24321.8: 12%|#1 | 1158/10000 [01:09<09:39, 15.25it/s]
ELBO: -24321.8: 12%|#1 | 1159/10000 [01:09<08:46, 16.79it/s]
ELBO: -24228.6: 12%|#1 | 1159/10000 [01:10<08:46, 16.79it/s]
ELBO: -24333.1: 12%|#1 | 1160/10000 [01:10<08:46, 16.79it/s]
ELBO: -24333.1: 12%|#1 | 1161/10000 [01:10<09:36, 15.34it/s]
ELBO: -24190.9: 12%|#1 | 1161/10000 [01:10<09:36, 15.34it/s]
ELBO: -24281.9: 12%|#1 | 1162/10000 [01:10<09:35, 15.34it/s]
ELBO: -24261.9: 12%|#1 | 1163/10000 [01:10<09:35, 15.34it/s]
ELBO: -24261.9: 12%|#1 | 1164/10000 [01:10<09:55, 14.85it/s]
ELBO: -24283.4: 12%|#1 | 1164/10000 [01:10<09:55, 14.85it/s]
ELBO: -24293.3: 12%|#1 | 1165/10000 [01:10<09:54, 14.85it/s]
ELBO: -24240.8: 12%|#1 | 1166/10000 [01:10<09:54, 14.85it/s]
ELBO: -24240.8: 12%|#1 | 1167/10000 [01:10<08:58, 16.42it/s]
ELBO: -24316.7: 12%|#1 | 1167/10000 [01:10<08:58, 16.42it/s]
ELBO: -24343.1: 12%|#1 | 1168/10000 [01:10<08:57, 16.42it/s]
ELBO: -24343.1: 12%|#1 | 1169/10000 [01:10<09:42, 15.15it/s]
ELBO: -24247.2: 12%|#1 | 1169/10000 [01:10<09:42, 15.15it/s]
ELBO: -24249.0: 12%|#1 | 1170/10000 [01:10<09:42, 15.15it/s]
ELBO: -24173.7: 12%|#1 | 1171/10000 [01:10<09:42, 15.15it/s]
ELBO: -24173.7: 12%|#1 | 1172/10000 [01:10<08:48, 16.71it/s]
ELBO: -24280.0: 12%|#1 | 1172/10000 [01:10<08:48, 16.71it/s]
ELBO: -24283.5: 12%|#1 | 1173/10000 [01:10<08:48, 16.71it/s]
ELBO: -24283.5: 12%|#1 | 1174/10000 [01:10<09:39, 15.24it/s]
ELBO: -24214.9: 12%|#1 | 1174/10000 [01:10<09:39, 15.24it/s]
ELBO: -24214.4: 12%|#1 | 1175/10000 [01:11<09:39, 15.24it/s]
ELBO: -24339.4: 12%|#1 | 1176/10000 [01:11<09:39, 15.24it/s]
ELBO: -24339.4: 12%|#1 | 1177/10000 [01:11<08:46, 16.76it/s]
ELBO: -24108.0: 12%|#1 | 1177/10000 [01:11<08:46, 16.76it/s]
ELBO: -24190.7: 12%|#1 | 1178/10000 [01:11<08:46, 16.76it/s]
ELBO: -24190.7: 12%|#1 | 1179/10000 [01:11<09:35, 15.34it/s]
ELBO: -24199.1: 12%|#1 | 1179/10000 [01:11<09:35, 15.34it/s]
ELBO: -24225.0: 12%|#1 | 1180/10000 [01:11<09:35, 15.34it/s]
ELBO: -24144.1: 12%|#1 | 1181/10000 [01:11<09:35, 15.34it/s]
ELBO: -24144.1: 12%|#1 | 1182/10000 [01:11<09:52, 14.88it/s]
ELBO: -24189.7: 12%|#1 | 1182/10000 [01:11<09:52, 14.88it/s]
ELBO: -24154.6: 12%|#1 | 1183/10000 [01:11<09:52, 14.88it/s]
ELBO: -24134.9: 12%|#1 | 1184/10000 [01:11<09:52, 14.88it/s]
ELBO: -24134.9: 12%|#1 | 1185/10000 [01:11<08:57, 16.39it/s]
ELBO: -24250.5: 12%|#1 | 1185/10000 [01:11<08:57, 16.39it/s]
ELBO: -24156.5: 12%|#1 | 1186/10000 [01:11<08:57, 16.39it/s]
ELBO: -24156.5: 12%|#1 | 1187/10000 [01:11<09:44, 15.09it/s]
ELBO: -24201.6: 12%|#1 | 1187/10000 [01:11<09:44, 15.09it/s]
ELBO: -24203.9: 12%|#1 | 1188/10000 [01:11<09:43, 15.09it/s]
ELBO: -24187.9: 12%|#1 | 1189/10000 [01:11<09:43, 15.09it/s]
ELBO: -24187.9: 12%|#1 | 1190/10000 [01:11<08:52, 16.56it/s]
ELBO: -24131.2: 12%|#1 | 1190/10000 [01:12<08:52, 16.56it/s]
ELBO: -24193.1: 12%|#1 | 1191/10000 [01:12<08:52, 16.56it/s]
ELBO: -24193.1: 12%|#1 | 1192/10000 [01:12<09:42, 15.13it/s]
ELBO: -24085.0: 12%|#1 | 1192/10000 [01:12<09:42, 15.13it/s]
ELBO: -24146.4: 12%|#1 | 1193/10000 [01:12<09:42, 15.13it/s]
ELBO: -24149.3: 12%|#1 | 1196/10000 [01:12<09:42, 15.13it/s]
ELBO: -24149.3: 12%|#1 | 1197/10000 [01:12<07:10, 20.43it/s]
ELBO: -24171.2: 12%|#1 | 1197/10000 [01:12<07:10, 20.43it/s]
ELBO: -24189.5: 12%|#1 | 1198/10000 [01:12<07:10, 20.43it/s]
ELBO: -24090.7: 12%|#1 | 1199/10000 [01:12<07:10, 20.43it/s]
ELBO: -24090.7: 12%|#2 | 1200/10000 [01:12<08:08, 18.03it/s]
ELBO: -24172.6: 12%|#2 | 1200/10000 [01:12<08:08, 18.03it/s]
ELBO: -24150.6: 12%|#2 | 1201/10000 [01:12<08:07, 18.03it/s]
ELBO: -24150.6: 12%|#2 | 1202/10000 [01:12<08:59, 16.32it/s]
ELBO: -24132.1: 12%|#2 | 1202/10000 [01:12<08:59, 16.32it/s]
ELBO: -24149.9: 12%|#2 | 1203/10000 [01:12<08:59, 16.32it/s]
ELBO: -24101.1: 12%|#2 | 1204/10000 [01:12<08:59, 16.32it/s]
ELBO: -24101.1: 12%|#2 | 1205/10000 [01:12<08:23, 17.45it/s]
ELBO: -24105.5: 12%|#2 | 1205/10000 [01:12<08:23, 17.45it/s]
ELBO: -24104.4: 12%|#2 | 1206/10000 [01:12<08:23, 17.45it/s]
ELBO: -24104.4: 12%|#2 | 1207/10000 [01:12<09:17, 15.77it/s]
ELBO: -24147.0: 12%|#2 | 1207/10000 [01:12<09:17, 15.77it/s]
ELBO: -24111.7: 12%|#2 | 1208/10000 [01:13<09:17, 15.77it/s]
ELBO: -23997.4: 12%|#2 | 1209/10000 [01:13<09:17, 15.77it/s]
ELBO: -23997.4: 12%|#2 | 1210/10000 [01:13<08:32, 17.16it/s]
ELBO: -24099.8: 12%|#2 | 1210/10000 [01:13<08:32, 17.16it/s]
ELBO: -24132.6: 12%|#2 | 1211/10000 [01:13<08:32, 17.16it/s]
ELBO: -24132.6: 12%|#2 | 1212/10000 [01:13<09:25, 15.55it/s]
ELBO: -24119.7: 12%|#2 | 1212/10000 [01:13<09:25, 15.55it/s]
ELBO: -24046.8: 12%|#2 | 1213/10000 [01:13<09:25, 15.55it/s]
ELBO: -24113.7: 12%|#2 | 1214/10000 [01:13<09:25, 15.55it/s]
ELBO: -24113.7: 12%|#2 | 1215/10000 [01:13<08:37, 16.96it/s]
ELBO: -24096.1: 12%|#2 | 1215/10000 [01:13<08:37, 16.96it/s]
ELBO: -23997.4: 12%|#2 | 1216/10000 [01:13<08:37, 16.96it/s]
ELBO: -23997.4: 12%|#2 | 1217/10000 [01:13<09:29, 15.41it/s]
ELBO: -24041.2: 12%|#2 | 1217/10000 [01:13<09:29, 15.41it/s]
ELBO: -24026.9: 12%|#2 | 1218/10000 [01:13<09:29, 15.41it/s]
ELBO: -24091.2: 12%|#2 | 1219/10000 [01:13<09:29, 15.41it/s]
ELBO: -24091.2: 12%|#2 | 1220/10000 [01:13<09:52, 14.82it/s]
ELBO: -24115.6: 12%|#2 | 1220/10000 [01:13<09:52, 14.82it/s]
ELBO: -24081.4: 12%|#2 | 1221/10000 [01:13<09:52, 14.82it/s]
ELBO: -23994.4: 12%|#2 | 1222/10000 [01:13<09:52, 14.82it/s]
ELBO: -23994.4: 12%|#2 | 1223/10000 [01:13<08:56, 16.37it/s]
ELBO: -23967.6: 12%|#2 | 1223/10000 [01:13<08:56, 16.37it/s]
ELBO: -23981.0: 12%|#2 | 1224/10000 [01:14<08:56, 16.37it/s]
ELBO: -23981.0: 12%|#2 | 1225/10000 [01:14<09:40, 15.12it/s]
ELBO: -24027.7: 12%|#2 | 1225/10000 [01:14<09:40, 15.12it/s]
ELBO: -24008.6: 12%|#2 | 1226/10000 [01:14<09:40, 15.12it/s]
ELBO: -24013.8: 12%|#2 | 1227/10000 [01:14<09:40, 15.12it/s]
ELBO: -24013.8: 12%|#2 | 1228/10000 [01:14<08:46, 16.66it/s]
ELBO: -24046.0: 12%|#2 | 1228/10000 [01:14<08:46, 16.66it/s]
ELBO: -23925.6: 12%|#2 | 1229/10000 [01:14<08:46, 16.66it/s]
ELBO: -23925.6: 12%|#2 | 1230/10000 [01:14<09:36, 15.21it/s]
ELBO: -24001.3: 12%|#2 | 1230/10000 [01:14<09:36, 15.21it/s]
ELBO: -23978.4: 12%|#2 | 1231/10000 [01:14<09:36, 15.21it/s]
ELBO: -23953.1: 12%|#2 | 1232/10000 [01:14<09:36, 15.21it/s]
ELBO: -23953.1: 12%|#2 | 1233/10000 [01:14<08:42, 16.78it/s]
ELBO: -23992.3: 12%|#2 | 1233/10000 [01:14<08:42, 16.78it/s]
ELBO: -23930.4: 12%|#2 | 1234/10000 [01:14<08:42, 16.78it/s]
ELBO: -23930.4: 12%|#2 | 1235/10000 [01:14<09:32, 15.30it/s]
ELBO: -24012.3: 12%|#2 | 1235/10000 [01:14<09:32, 15.30it/s]
ELBO: -23949.1: 12%|#2 | 1236/10000 [01:14<09:32, 15.30it/s]
ELBO: -23990.6: 12%|#2 | 1237/10000 [01:14<09:32, 15.30it/s]
ELBO: -23990.6: 12%|#2 | 1238/10000 [01:14<09:50, 14.84it/s]
ELBO: -23924.9: 12%|#2 | 1238/10000 [01:14<09:50, 14.84it/s]
ELBO: -23992.6: 12%|#2 | 1239/10000 [01:15<09:50, 14.84it/s]
ELBO: -23875.5: 12%|#2 | 1240/10000 [01:15<09:50, 14.84it/s]
ELBO: -23875.5: 12%|#2 | 1241/10000 [01:15<08:53, 16.41it/s]
ELBO: -23971.7: 12%|#2 | 1241/10000 [01:15<08:53, 16.41it/s]
ELBO: -24002.8: 12%|#2 | 1242/10000 [01:15<08:53, 16.41it/s]
ELBO: -24002.8: 12%|#2 | 1243/10000 [01:15<09:36, 15.18it/s]
ELBO: -23982.9: 12%|#2 | 1243/10000 [01:15<09:36, 15.18it/s]
ELBO: -23879.2: 12%|#2 | 1244/10000 [01:15<09:36, 15.18it/s]
ELBO: -23939.0: 12%|#2 | 1245/10000 [01:15<09:36, 15.18it/s]
ELBO: -23939.0: 12%|#2 | 1246/10000 [01:15<08:45, 16.67it/s]
ELBO: -23933.9: 12%|#2 | 1246/10000 [01:15<08:45, 16.67it/s]
ELBO: -23986.4: 12%|#2 | 1247/10000 [01:15<08:45, 16.67it/s]
ELBO: -23986.4: 12%|#2 | 1248/10000 [01:15<09:36, 15.17it/s]
ELBO: -23934.2: 12%|#2 | 1248/10000 [01:15<09:36, 15.17it/s]
ELBO: -23941.7: 12%|#2 | 1249/10000 [01:15<09:36, 15.17it/s]
ELBO: -23934.8: 12%|#2 | 1250/10000 [01:15<09:36, 15.17it/s]
ELBO: -23934.8: 13%|#2 | 1251/10000 [01:15<08:44, 16.69it/s]
ELBO: -23867.5: 13%|#2 | 1251/10000 [01:15<08:44, 16.69it/s]
ELBO: -23913.6: 13%|#2 | 1252/10000 [01:15<08:44, 16.69it/s]
ELBO: -23913.6: 13%|#2 | 1253/10000 [01:15<09:35, 15.21it/s]
ELBO: -23857.7: 13%|#2 | 1253/10000 [01:15<09:35, 15.21it/s]
ELBO: -23883.8: 13%|#2 | 1254/10000 [01:15<09:35, 15.21it/s]
ELBO: -23845.9: 13%|#2 | 1255/10000 [01:16<09:35, 15.21it/s]
ELBO: -23845.9: 13%|#2 | 1256/10000 [01:16<09:55, 14.69it/s]
ELBO: -23887.6: 13%|#2 | 1256/10000 [01:16<09:55, 14.69it/s]
ELBO: -23885.0: 13%|#2 | 1257/10000 [01:16<09:55, 14.69it/s]
ELBO: -23875.4: 13%|#2 | 1258/10000 [01:16<09:55, 14.69it/s]
ELBO: -23875.4: 13%|#2 | 1259/10000 [01:16<08:57, 16.25it/s]
ELBO: -23792.3: 13%|#2 | 1259/10000 [01:16<08:57, 16.25it/s]
ELBO: -23955.9: 13%|#2 | 1260/10000 [01:16<08:57, 16.25it/s]
ELBO: -23955.9: 13%|#2 | 1261/10000 [01:16<09:41, 15.02it/s]
ELBO: -23928.2: 13%|#2 | 1261/10000 [01:16<09:41, 15.02it/s]
ELBO: -23875.9: 13%|#2 | 1262/10000 [01:16<09:41, 15.02it/s]
ELBO: -23844.8: 13%|#2 | 1265/10000 [01:16<09:41, 15.02it/s]
ELBO: -23844.8: 13%|#2 | 1266/10000 [01:16<07:09, 20.36it/s]
ELBO: -23899.8: 13%|#2 | 1266/10000 [01:16<07:09, 20.36it/s]
ELBO: -23913.5: 13%|#2 | 1267/10000 [01:16<07:09, 20.36it/s]
ELBO: -23852.6: 13%|#2 | 1268/10000 [01:16<07:08, 20.36it/s]
ELBO: -23852.6: 13%|#2 | 1269/10000 [01:16<08:04, 18.01it/s]
ELBO: -23895.5: 13%|#2 | 1269/10000 [01:16<08:04, 18.01it/s]
ELBO: -23845.6: 13%|#2 | 1270/10000 [01:16<08:04, 18.01it/s]
ELBO: -23893.3: 13%|#2 | 1271/10000 [01:16<08:04, 18.01it/s]
ELBO: -23893.3: 13%|#2 | 1272/10000 [01:16<08:45, 16.62it/s]
ELBO: -23834.7: 13%|#2 | 1272/10000 [01:17<08:45, 16.62it/s]
ELBO: -23817.6: 13%|#2 | 1273/10000 [01:17<08:45, 16.62it/s]
ELBO: -23781.3: 13%|#2 | 1274/10000 [01:17<08:45, 16.62it/s]
ELBO: -23781.3: 13%|#2 | 1275/10000 [01:17<08:14, 17.66it/s]
ELBO: -23909.9: 13%|#2 | 1275/10000 [01:17<08:14, 17.66it/s]
ELBO: -23816.3: 13%|#2 | 1276/10000 [01:17<08:14, 17.66it/s]
ELBO: -23816.3: 13%|#2 | 1277/10000 [01:17<09:04, 16.03it/s]
ELBO: -23764.4: 13%|#2 | 1277/10000 [01:17<09:04, 16.03it/s]
ELBO: -23923.7: 13%|#2 | 1278/10000 [01:17<09:04, 16.03it/s]
ELBO: -23868.5: 13%|#2 | 1279/10000 [01:17<09:04, 16.03it/s]
ELBO: -23868.5: 13%|#2 | 1280/10000 [01:17<08:24, 17.30it/s]
ELBO: -23766.8: 13%|#2 | 1280/10000 [01:17<08:24, 17.30it/s]
ELBO: -23773.1: 13%|#2 | 1281/10000 [01:17<08:24, 17.30it/s]
ELBO: -23773.1: 13%|#2 | 1282/10000 [01:17<09:13, 15.76it/s]
ELBO: -23845.7: 13%|#2 | 1282/10000 [01:17<09:13, 15.76it/s]
ELBO: -23731.1: 13%|#2 | 1283/10000 [01:17<09:13, 15.76it/s]
ELBO: -23811.5: 13%|#2 | 1284/10000 [01:17<09:13, 15.76it/s]
ELBO: -23811.5: 13%|#2 | 1285/10000 [01:17<09:40, 15.01it/s]
ELBO: -23758.4: 13%|#2 | 1285/10000 [01:17<09:40, 15.01it/s]
ELBO: -23812.8: 13%|#2 | 1286/10000 [01:17<09:40, 15.01it/s]
ELBO: -23700.4: 13%|#2 | 1287/10000 [01:17<09:40, 15.01it/s]
ELBO: -23700.4: 13%|#2 | 1288/10000 [01:17<08:47, 16.51it/s]
ELBO: -23713.9: 13%|#2 | 1288/10000 [01:17<08:47, 16.51it/s]
ELBO: -23748.6: 13%|#2 | 1289/10000 [01:18<08:47, 16.51it/s]
ELBO: -23748.6: 13%|#2 | 1290/10000 [01:18<09:31, 15.23it/s]
ELBO: -23809.6: 13%|#2 | 1290/10000 [01:18<09:31, 15.23it/s]
ELBO: -23669.1: 13%|#2 | 1291/10000 [01:18<09:31, 15.23it/s]
ELBO: -23833.7: 13%|#2 | 1292/10000 [01:18<09:31, 15.23it/s]
ELBO: -23833.7: 13%|#2 | 1293/10000 [01:18<08:39, 16.76it/s]
ELBO: -23839.0: 13%|#2 | 1293/10000 [01:18<08:39, 16.76it/s]
ELBO: -23799.8: 13%|#2 | 1294/10000 [01:18<08:39, 16.76it/s]
ELBO: -23799.8: 13%|#2 | 1295/10000 [01:18<09:28, 15.31it/s]
ELBO: -23678.4: 13%|#2 | 1295/10000 [01:18<09:28, 15.31it/s]
ELBO: -23739.3: 13%|#2 | 1296/10000 [01:18<09:28, 15.31it/s]
ELBO: -23755.6: 13%|#2 | 1297/10000 [01:18<09:28, 15.31it/s]
ELBO: -23755.6: 13%|#2 | 1298/10000 [01:18<08:38, 16.80it/s]
ELBO: -23771.6: 13%|#2 | 1298/10000 [01:18<08:38, 16.80it/s]
ELBO: -23680.7: 13%|#2 | 1299/10000 [01:18<08:37, 16.80it/s]
ELBO: -23680.7: 13%|#3 | 1300/10000 [01:18<09:27, 15.33it/s]
ELBO: -23717.5: 13%|#3 | 1300/10000 [01:18<09:27, 15.33it/s]
ELBO: -23615.9: 13%|#3 | 1301/10000 [01:18<09:27, 15.33it/s]
ELBO: -23734.4: 13%|#3 | 1302/10000 [01:18<09:27, 15.33it/s]
ELBO: -23734.4: 13%|#3 | 1303/10000 [01:18<09:47, 14.82it/s]
ELBO: -23670.4: 13%|#3 | 1303/10000 [01:18<09:47, 14.82it/s]
ELBO: -23662.8: 13%|#3 | 1304/10000 [01:19<09:46, 14.82it/s]
ELBO: -23734.7: 13%|#3 | 1305/10000 [01:19<09:46, 14.82it/s]
ELBO: -23734.7: 13%|#3 | 1306/10000 [01:19<08:51, 16.36it/s]
ELBO: -23733.3: 13%|#3 | 1306/10000 [01:19<08:51, 16.36it/s]
ELBO: -23720.3: 13%|#3 | 1307/10000 [01:19<08:51, 16.36it/s]
ELBO: -23720.3: 13%|#3 | 1308/10000 [01:19<09:35, 15.12it/s]
ELBO: -23669.5: 13%|#3 | 1308/10000 [01:19<09:35, 15.12it/s]
ELBO: -23676.8: 13%|#3 | 1309/10000 [01:19<09:34, 15.12it/s]
ELBO: -23735.9: 13%|#3 | 1310/10000 [01:19<09:34, 15.12it/s]
ELBO: -23735.9: 13%|#3 | 1311/10000 [01:19<08:41, 16.66it/s]
ELBO: -23680.2: 13%|#3 | 1311/10000 [01:19<08:41, 16.66it/s]
ELBO: -23710.0: 13%|#3 | 1312/10000 [01:19<08:41, 16.66it/s]
ELBO: -23710.0: 13%|#3 | 1313/10000 [01:19<09:30, 15.23it/s]
ELBO: -23640.9: 13%|#3 | 1313/10000 [01:19<09:30, 15.23it/s]
ELBO: -23721.5: 13%|#3 | 1314/10000 [01:19<09:30, 15.23it/s]
ELBO: -23678.1: 13%|#3 | 1315/10000 [01:19<09:30, 15.23it/s]
ELBO: -23678.1: 13%|#3 | 1316/10000 [01:19<08:36, 16.80it/s]
ELBO: -23710.3: 13%|#3 | 1316/10000 [01:19<08:36, 16.80it/s]
ELBO: -23594.1: 13%|#3 | 1317/10000 [01:19<08:36, 16.80it/s]
ELBO: -23594.1: 13%|#3 | 1318/10000 [01:19<09:25, 15.36it/s]
ELBO: -23588.3: 13%|#3 | 1318/10000 [01:19<09:25, 15.36it/s]
ELBO: -23692.2: 13%|#3 | 1319/10000 [01:19<09:25, 15.36it/s]
ELBO: -23643.0: 13%|#3 | 1320/10000 [01:20<09:25, 15.36it/s]
ELBO: -23643.0: 13%|#3 | 1321/10000 [01:20<09:44, 14.86it/s]
ELBO: -23610.1: 13%|#3 | 1321/10000 [01:20<09:44, 14.86it/s]
ELBO: -23708.6: 13%|#3 | 1322/10000 [01:20<09:44, 14.86it/s]
ELBO: -23665.6: 13%|#3 | 1323/10000 [01:20<09:44, 14.86it/s]
ELBO: -23665.6: 13%|#3 | 1324/10000 [01:20<08:48, 16.41it/s]
ELBO: -23588.3: 13%|#3 | 1324/10000 [01:20<08:48, 16.41it/s]
ELBO: -23598.2: 13%|#3 | 1325/10000 [01:20<08:48, 16.41it/s]
ELBO: -23598.2: 13%|#3 | 1326/10000 [01:20<09:32, 15.15it/s]
ELBO: -23649.1: 13%|#3 | 1326/10000 [01:20<09:32, 15.15it/s]
ELBO: -23543.3: 13%|#3 | 1327/10000 [01:20<09:32, 15.15it/s]
ELBO: -23633.6: 13%|#3 | 1328/10000 [01:20<09:32, 15.15it/s]
ELBO: -23633.6: 13%|#3 | 1329/10000 [01:20<08:38, 16.71it/s]
ELBO: -23615.0: 13%|#3 | 1329/10000 [01:20<08:38, 16.71it/s]
ELBO: -23599.1: 13%|#3 | 1330/10000 [01:20<08:38, 16.71it/s]
ELBO: -23599.1: 13%|#3 | 1331/10000 [01:20<09:27, 15.28it/s]
ELBO: -23607.3: 13%|#3 | 1331/10000 [01:20<09:27, 15.28it/s]
ELBO: -23587.5: 13%|#3 | 1332/10000 [01:20<09:27, 15.28it/s]
ELBO: -23671.2: 13%|#3 | 1333/10000 [01:20<09:27, 15.28it/s]
ELBO: -23671.2: 13%|#3 | 1334/10000 [01:20<08:36, 16.78it/s]
ELBO: -23666.0: 13%|#3 | 1336/10000 [01:20<08:36, 16.78it/s]
ELBO: -23666.0: 13%|#3 | 1337/10000 [01:20<07:38, 18.89it/s]
ELBO: -23589.9: 13%|#3 | 1337/10000 [01:21<07:38, 18.89it/s]
ELBO: -23628.3: 13%|#3 | 1338/10000 [01:21<07:38, 18.89it/s]
ELBO: -23555.5: 13%|#3 | 1339/10000 [01:21<07:38, 18.89it/s]
ELBO: -23555.5: 13%|#3 | 1340/10000 [01:21<07:23, 19.52it/s]
ELBO: -23560.6: 13%|#3 | 1340/10000 [01:21<07:23, 19.52it/s]
ELBO: -23510.8: 13%|#3 | 1341/10000 [01:21<07:23, 19.52it/s]
ELBO: -23525.5: 13%|#3 | 1342/10000 [01:21<07:23, 19.52it/s]
ELBO: -23525.5: 13%|#3 | 1343/10000 [01:21<08:17, 17.41it/s]
ELBO: -23570.7: 13%|#3 | 1343/10000 [01:21<08:17, 17.41it/s]
ELBO: -23571.0: 13%|#3 | 1344/10000 [01:21<08:17, 17.41it/s]
ELBO: -23516.7: 13%|#3 | 1345/10000 [01:21<08:17, 17.41it/s]
ELBO: -23516.7: 13%|#3 | 1346/10000 [01:21<08:57, 16.10it/s]
ELBO: -23451.1: 13%|#3 | 1346/10000 [01:21<08:57, 16.10it/s]
ELBO: -23557.1: 13%|#3 | 1347/10000 [01:21<08:57, 16.10it/s]
ELBO: -23541.6: 13%|#3 | 1348/10000 [01:21<08:57, 16.10it/s]
ELBO: -23541.6: 13%|#3 | 1349/10000 [01:21<08:21, 17.25it/s]
ELBO: -23537.8: 13%|#3 | 1349/10000 [01:21<08:21, 17.25it/s]
ELBO: -23583.3: 14%|#3 | 1350/10000 [01:21<08:21, 17.25it/s]
ELBO: -23583.3: 14%|#3 | 1351/10000 [01:21<09:10, 15.70it/s]
ELBO: -23558.9: 14%|#3 | 1351/10000 [01:21<09:10, 15.70it/s]
ELBO: -23557.0: 14%|#3 | 1352/10000 [01:21<09:10, 15.70it/s]
ELBO: -23536.5: 14%|#3 | 1353/10000 [01:21<09:10, 15.70it/s]
ELBO: -23536.5: 14%|#3 | 1354/10000 [01:21<08:26, 17.07it/s]
ELBO: -23556.9: 14%|#3 | 1354/10000 [01:22<08:26, 17.07it/s]
ELBO: -23565.1: 14%|#3 | 1355/10000 [01:22<08:26, 17.07it/s]
ELBO: -23565.1: 14%|#3 | 1356/10000 [01:22<09:15, 15.56it/s]
ELBO: -23480.8: 14%|#3 | 1356/10000 [01:22<09:15, 15.56it/s]
ELBO: -23524.3: 14%|#3 | 1357/10000 [01:22<09:15, 15.56it/s]
ELBO: -23497.9: 14%|#3 | 1358/10000 [01:22<09:15, 15.56it/s]
ELBO: -23497.9: 14%|#3 | 1359/10000 [01:22<09:39, 14.91it/s]
ELBO: -23405.1: 14%|#3 | 1359/10000 [01:22<09:39, 14.91it/s]
ELBO: -23483.9: 14%|#3 | 1360/10000 [01:22<09:39, 14.91it/s]
ELBO: -23477.4: 14%|#3 | 1361/10000 [01:22<09:39, 14.91it/s]
ELBO: -23477.4: 14%|#3 | 1362/10000 [01:22<08:46, 16.42it/s]
ELBO: -23506.9: 14%|#3 | 1362/10000 [01:22<08:46, 16.42it/s]
ELBO: -23510.8: 14%|#3 | 1363/10000 [01:22<08:46, 16.42it/s]
ELBO: -23510.8: 14%|#3 | 1364/10000 [01:22<09:31, 15.11it/s]
ELBO: -23483.2: 14%|#3 | 1364/10000 [01:22<09:31, 15.11it/s]
ELBO: -23457.6: 14%|#3 | 1365/10000 [01:22<09:31, 15.11it/s]
ELBO: -23587.4: 14%|#3 | 1366/10000 [01:22<09:31, 15.11it/s]
ELBO: -23587.4: 14%|#3 | 1367/10000 [01:22<08:37, 16.68it/s]
ELBO: -23414.0: 14%|#3 | 1367/10000 [01:22<08:37, 16.68it/s]
ELBO: -23592.5: 14%|#3 | 1368/10000 [01:22<08:37, 16.68it/s]
ELBO: -23592.5: 14%|#3 | 1369/10000 [01:22<09:27, 15.22it/s]
ELBO: -23422.7: 14%|#3 | 1369/10000 [01:23<09:27, 15.22it/s]
ELBO: -23446.6: 14%|#3 | 1370/10000 [01:23<09:26, 15.22it/s]
ELBO: -23508.4: 14%|#3 | 1371/10000 [01:23<09:26, 15.22it/s]
ELBO: -23508.4: 14%|#3 | 1372/10000 [01:23<08:35, 16.74it/s]
ELBO: -23513.0: 14%|#3 | 1372/10000 [01:23<08:35, 16.74it/s]
ELBO: -23420.7: 14%|#3 | 1373/10000 [01:23<08:35, 16.74it/s]
ELBO: -23420.7: 14%|#3 | 1374/10000 [01:23<09:24, 15.29it/s]
ELBO: -23429.8: 14%|#3 | 1374/10000 [01:23<09:24, 15.29it/s]
ELBO: -23523.8: 14%|#3 | 1375/10000 [01:23<09:24, 15.29it/s]
ELBO: -23516.3: 14%|#3 | 1376/10000 [01:23<09:24, 15.29it/s]
ELBO: -23516.3: 14%|#3 | 1377/10000 [01:23<09:41, 14.82it/s]
ELBO: -23461.5: 14%|#3 | 1377/10000 [01:23<09:41, 14.82it/s]
ELBO: -23486.6: 14%|#3 | 1378/10000 [01:23<09:41, 14.82it/s]
ELBO: -23419.6: 14%|#3 | 1379/10000 [01:23<09:41, 14.82it/s]
ELBO: -23419.6: 14%|#3 | 1380/10000 [01:23<08:47, 16.35it/s]
ELBO: -23421.4: 14%|#3 | 1380/10000 [01:23<08:47, 16.35it/s]
ELBO: -23386.7: 14%|#3 | 1381/10000 [01:23<08:47, 16.35it/s]
ELBO: -23386.7: 14%|#3 | 1382/10000 [01:23<09:31, 15.07it/s]
ELBO: -23385.4: 14%|#3 | 1382/10000 [01:23<09:31, 15.07it/s]
ELBO: -23438.5: 14%|#3 | 1383/10000 [01:23<09:31, 15.07it/s]
ELBO: -23373.0: 14%|#3 | 1384/10000 [01:23<09:31, 15.07it/s]
ELBO: -23373.0: 14%|#3 | 1385/10000 [01:23<08:39, 16.59it/s]
ELBO: -23408.4: 14%|#3 | 1385/10000 [01:24<08:39, 16.59it/s]
ELBO: -23471.7: 14%|#3 | 1386/10000 [01:24<08:39, 16.59it/s]
ELBO: -23471.7: 14%|#3 | 1387/10000 [01:24<09:28, 15.15it/s]
ELBO: -23476.6: 14%|#3 | 1387/10000 [01:24<09:28, 15.15it/s]
ELBO: -23413.9: 14%|#3 | 1388/10000 [01:24<09:28, 15.15it/s]
ELBO: -23483.5: 14%|#3 | 1389/10000 [01:24<09:28, 15.15it/s]
ELBO: -23483.5: 14%|#3 | 1390/10000 [01:24<08:36, 16.68it/s]
ELBO: -23310.9: 14%|#3 | 1390/10000 [01:24<08:36, 16.68it/s]
ELBO: -23425.0: 14%|#3 | 1391/10000 [01:24<08:36, 16.68it/s]
ELBO: -23425.0: 14%|#3 | 1392/10000 [01:24<09:26, 15.20it/s]
ELBO: -23427.9: 14%|#3 | 1392/10000 [01:24<09:26, 15.20it/s]
ELBO: -23385.9: 14%|#3 | 1393/10000 [01:24<09:26, 15.20it/s]
ELBO: -23333.0: 14%|#3 | 1394/10000 [01:24<09:26, 15.20it/s]
ELBO: -23333.0: 14%|#3 | 1395/10000 [01:24<09:44, 14.72it/s]
ELBO: -23399.7: 14%|#3 | 1395/10000 [01:24<09:44, 14.72it/s]
ELBO: -23447.3: 14%|#3 | 1396/10000 [01:24<09:44, 14.72it/s]
ELBO: -23416.7: 14%|#3 | 1397/10000 [01:24<09:44, 14.72it/s]
ELBO: -23416.7: 14%|#3 | 1398/10000 [01:24<08:47, 16.30it/s]
ELBO: -23256.3: 14%|#3 | 1398/10000 [01:24<08:47, 16.30it/s]
ELBO: -23363.0: 14%|#3 | 1399/10000 [01:24<08:47, 16.30it/s]
ELBO: -23363.0: 14%|#4 | 1400/10000 [01:24<09:30, 15.07it/s]
ELBO: -23412.2: 14%|#4 | 1400/10000 [01:25<09:30, 15.07it/s]
ELBO: -23359.5: 14%|#4 | 1401/10000 [01:25<09:30, 15.07it/s]
ELBO: -23431.9: 14%|#4 | 1402/10000 [01:25<09:30, 15.07it/s]
ELBO: -23431.9: 14%|#4 | 1403/10000 [01:25<08:36, 16.64it/s]
ELBO: -23325.9: 14%|#4 | 1403/10000 [01:25<08:36, 16.64it/s]
ELBO: -23241.6: 14%|#4 | 1404/10000 [01:25<08:36, 16.64it/s]
ELBO: -23241.6: 14%|#4 | 1405/10000 [01:25<09:28, 15.12it/s]
ELBO: -23304.5: 14%|#4 | 1405/10000 [01:25<09:28, 15.12it/s]
ELBO: -23413.0: 14%|#4 | 1406/10000 [01:25<09:28, 15.12it/s]
ELBO: -23384.4: 14%|#4 | 1407/10000 [01:25<09:28, 15.12it/s]
ELBO: -23384.4: 14%|#4 | 1408/10000 [01:25<08:34, 16.71it/s]
ELBO: -23333.3: 14%|#4 | 1408/10000 [01:25<08:34, 16.71it/s]
ELBO: -23333.3: 14%|#4 | 1411/10000 [01:25<07:35, 18.86it/s]
ELBO: -23311.8: 14%|#4 | 1411/10000 [01:25<07:35, 18.86it/s]
ELBO: -23368.4: 14%|#4 | 1412/10000 [01:25<07:35, 18.86it/s]
ELBO: -23357.0: 14%|#4 | 1413/10000 [01:25<07:35, 18.86it/s]
ELBO: -23357.0: 14%|#4 | 1414/10000 [01:25<07:20, 19.48it/s]
ELBO: -23273.5: 14%|#4 | 1414/10000 [01:25<07:20, 19.48it/s]
ELBO: -23305.1: 14%|#4 | 1415/10000 [01:25<07:20, 19.48it/s]
ELBO: -23282.1: 14%|#4 | 1416/10000 [01:25<07:20, 19.48it/s]
ELBO: -23282.1: 14%|#4 | 1417/10000 [01:25<08:15, 17.34it/s]
ELBO: -23259.2: 14%|#4 | 1417/10000 [01:25<08:15, 17.34it/s]
ELBO: -23238.6: 14%|#4 | 1418/10000 [01:26<08:14, 17.34it/s]
ELBO: -23225.9: 14%|#4 | 1419/10000 [01:26<08:14, 17.34it/s]
ELBO: -23225.9: 14%|#4 | 1420/10000 [01:26<08:50, 16.17it/s]
ELBO: -23313.4: 14%|#4 | 1420/10000 [01:26<08:50, 16.17it/s]
ELBO: -23285.1: 14%|#4 | 1421/10000 [01:26<08:50, 16.17it/s]
ELBO: -23306.2: 14%|#4 | 1422/10000 [01:26<08:50, 16.17it/s]
ELBO: -23306.2: 14%|#4 | 1423/10000 [01:26<08:14, 17.36it/s]
ELBO: -23341.8: 14%|#4 | 1423/10000 [01:26<08:14, 17.36it/s]
ELBO: -23254.1: 14%|#4 | 1424/10000 [01:26<08:14, 17.36it/s]
ELBO: -23254.1: 14%|#4 | 1425/10000 [01:26<09:03, 15.78it/s]
ELBO: -23284.3: 14%|#4 | 1425/10000 [01:26<09:03, 15.78it/s]
ELBO: -23260.8: 14%|#4 | 1426/10000 [01:26<09:03, 15.78it/s]
ELBO: -23253.9: 14%|#4 | 1427/10000 [01:26<09:03, 15.78it/s]
ELBO: -23253.9: 14%|#4 | 1428/10000 [01:26<08:20, 17.13it/s]
ELBO: -23353.3: 14%|#4 | 1428/10000 [01:26<08:20, 17.13it/s]
ELBO: -23258.6: 14%|#4 | 1429/10000 [01:26<08:20, 17.13it/s]
ELBO: -23258.6: 14%|#4 | 1430/10000 [01:26<09:11, 15.55it/s]
ELBO: -23209.7: 14%|#4 | 1430/10000 [01:26<09:11, 15.55it/s]
ELBO: -23307.6: 14%|#4 | 1431/10000 [01:26<09:10, 15.55it/s]
ELBO: -23299.1: 14%|#4 | 1432/10000 [01:26<09:10, 15.55it/s]
ELBO: -23299.1: 14%|#4 | 1433/10000 [01:26<09:32, 14.98it/s]
ELBO: -23240.0: 14%|#4 | 1433/10000 [01:27<09:32, 14.98it/s]
ELBO: -23216.1: 14%|#4 | 1434/10000 [01:27<09:31, 14.98it/s]
ELBO: -23270.4: 14%|#4 | 1435/10000 [01:27<09:31, 14.98it/s]
ELBO: -23270.4: 14%|#4 | 1436/10000 [01:27<08:41, 16.41it/s]
ELBO: -23301.2: 14%|#4 | 1436/10000 [01:27<08:41, 16.41it/s]
ELBO: -23284.1: 14%|#4 | 1437/10000 [01:27<08:41, 16.41it/s]
ELBO: -23284.1: 14%|#4 | 1438/10000 [01:27<09:25, 15.15it/s]
ELBO: -23252.2: 14%|#4 | 1438/10000 [01:27<09:25, 15.15it/s]
ELBO: -23209.0: 14%|#4 | 1439/10000 [01:27<09:24, 15.15it/s]
ELBO: -23230.8: 14%|#4 | 1440/10000 [01:27<09:24, 15.15it/s]
ELBO: -23230.8: 14%|#4 | 1441/10000 [01:27<08:33, 16.65it/s]
ELBO: -23186.2: 14%|#4 | 1441/10000 [01:27<08:33, 16.65it/s]
ELBO: -23205.6: 14%|#4 | 1442/10000 [01:27<08:33, 16.65it/s]
ELBO: -23205.6: 14%|#4 | 1443/10000 [01:27<09:23, 15.18it/s]
ELBO: -23254.9: 14%|#4 | 1443/10000 [01:27<09:23, 15.18it/s]
ELBO: -23229.0: 14%|#4 | 1444/10000 [01:27<09:23, 15.18it/s]
ELBO: -23277.4: 14%|#4 | 1445/10000 [01:27<09:23, 15.18it/s]
ELBO: -23277.4: 14%|#4 | 1446/10000 [01:27<08:31, 16.72it/s]
ELBO: -23246.9: 14%|#4 | 1446/10000 [01:27<08:31, 16.72it/s]
ELBO: -23129.3: 14%|#4 | 1447/10000 [01:27<08:31, 16.72it/s]
ELBO: -23129.3: 14%|#4 | 1448/10000 [01:27<09:19, 15.28it/s]
ELBO: -23152.9: 14%|#4 | 1448/10000 [01:27<09:19, 15.28it/s]
ELBO: -23102.0: 14%|#4 | 1449/10000 [01:27<09:19, 15.28it/s]
ELBO: -23217.6: 14%|#4 | 1450/10000 [01:28<09:19, 15.28it/s]
ELBO: -23217.6: 15%|#4 | 1451/10000 [01:28<09:37, 14.82it/s]
ELBO: -23148.9: 15%|#4 | 1451/10000 [01:28<09:37, 14.82it/s]
ELBO: -23237.1: 15%|#4 | 1452/10000 [01:28<09:36, 14.82it/s]
ELBO: -23153.4: 15%|#4 | 1453/10000 [01:28<09:36, 14.82it/s]
ELBO: -23153.4: 15%|#4 | 1454/10000 [01:28<08:42, 16.34it/s]
ELBO: -23141.4: 15%|#4 | 1454/10000 [01:28<08:42, 16.34it/s]
ELBO: -23220.1: 15%|#4 | 1455/10000 [01:28<08:42, 16.34it/s]
ELBO: -23220.1: 15%|#4 | 1456/10000 [01:28<09:29, 15.00it/s]
ELBO: -23175.5: 15%|#4 | 1456/10000 [01:28<09:29, 15.00it/s]
ELBO: -23171.3: 15%|#4 | 1457/10000 [01:28<09:29, 15.00it/s]
ELBO: -23232.0: 15%|#4 | 1458/10000 [01:28<09:29, 15.00it/s]
ELBO: -23232.0: 15%|#4 | 1459/10000 [01:28<08:36, 16.54it/s]
ELBO: -23157.8: 15%|#4 | 1459/10000 [01:28<08:36, 16.54it/s]
ELBO: -23118.7: 15%|#4 | 1460/10000 [01:28<08:36, 16.54it/s]
ELBO: -23118.7: 15%|#4 | 1461/10000 [01:28<09:24, 15.12it/s]
ELBO: -23085.0: 15%|#4 | 1461/10000 [01:28<09:24, 15.12it/s]
ELBO: -23165.9: 15%|#4 | 1462/10000 [01:28<09:24, 15.12it/s]
ELBO: -23118.8: 15%|#4 | 1463/10000 [01:28<09:24, 15.12it/s]
ELBO: -23118.8: 15%|#4 | 1464/10000 [01:28<08:30, 16.72it/s]
ELBO: -23142.1: 15%|#4 | 1464/10000 [01:28<08:30, 16.72it/s]
ELBO: -23167.7: 15%|#4 | 1465/10000 [01:29<08:30, 16.72it/s]
ELBO: -23167.7: 15%|#4 | 1466/10000 [01:29<09:18, 15.27it/s]
ELBO: -23113.8: 15%|#4 | 1466/10000 [01:29<09:18, 15.27it/s]
ELBO: -23147.8: 15%|#4 | 1467/10000 [01:29<09:18, 15.27it/s]
ELBO: -23101.0: 15%|#4 | 1468/10000 [01:29<09:18, 15.27it/s]
ELBO: -23101.0: 15%|#4 | 1469/10000 [01:29<09:35, 14.81it/s]
ELBO: -23170.6: 15%|#4 | 1469/10000 [01:29<09:35, 14.81it/s]
ELBO: -23096.2: 15%|#4 | 1470/10000 [01:29<09:35, 14.81it/s]
ELBO: -23132.9: 15%|#4 | 1471/10000 [01:29<09:35, 14.81it/s]
ELBO: -23132.9: 15%|#4 | 1472/10000 [01:29<08:42, 16.31it/s]
ELBO: -23108.2: 15%|#4 | 1472/10000 [01:29<08:42, 16.31it/s]
ELBO: -23177.4: 15%|#4 | 1473/10000 [01:29<08:42, 16.31it/s]
ELBO: -23177.4: 15%|#4 | 1474/10000 [01:29<09:27, 15.01it/s]
ELBO: -23196.7: 15%|#4 | 1474/10000 [01:29<09:27, 15.01it/s]
ELBO: -23135.3: 15%|#4 | 1475/10000 [01:29<09:27, 15.01it/s]
ELBO: -23090.5: 15%|#4 | 1476/10000 [01:29<09:27, 15.01it/s]
ELBO: -23090.5: 15%|#4 | 1477/10000 [01:29<08:36, 16.51it/s]
ELBO: -23132.5: 15%|#4 | 1477/10000 [01:29<08:36, 16.51it/s]
ELBO: -23097.8: 15%|#4 | 1478/10000 [01:29<08:36, 16.51it/s]
ELBO: -23097.8: 15%|#4 | 1479/10000 [01:29<09:27, 15.03it/s]
ELBO: -23103.1: 15%|#4 | 1479/10000 [01:29<09:27, 15.03it/s]
ELBO: -23095.1: 15%|#4 | 1480/10000 [01:29<09:27, 15.03it/s]
ELBO: -23093.3: 15%|#4 | 1481/10000 [01:30<09:26, 15.03it/s]
ELBO: -23093.3: 15%|#4 | 1482/10000 [01:30<08:32, 16.64it/s]
ELBO: -23062.5: 15%|#4 | 1482/10000 [01:30<08:32, 16.64it/s]
ELBO: -23089.7: 15%|#4 | 1483/10000 [01:30<08:31, 16.64it/s]
ELBO: -23089.7: 15%|#4 | 1484/10000 [01:30<09:20, 15.20it/s]
ELBO: -23028.1: 15%|#4 | 1484/10000 [01:30<09:20, 15.20it/s]
ELBO: -23073.7: 15%|#4 | 1485/10000 [01:30<09:20, 15.20it/s]
ELBO: -23061.2: 15%|#4 | 1486/10000 [01:30<09:20, 15.20it/s]
ELBO: -23061.2: 15%|#4 | 1487/10000 [01:30<09:37, 14.74it/s]
ELBO: -23120.7: 15%|#4 | 1487/10000 [01:30<09:37, 14.74it/s]
ELBO: -23029.0: 15%|#4 | 1490/10000 [01:30<09:37, 14.74it/s]
ELBO: -23090.0: 15%|#4 | 1491/10000 [01:30<09:37, 14.74it/s]
ELBO: -23090.0: 15%|#4 | 1492/10000 [01:30<07:08, 19.85it/s]
ELBO: -23107.4: 15%|#4 | 1492/10000 [01:30<07:08, 19.85it/s]
ELBO: -23089.0: 15%|#4 | 1493/10000 [01:30<07:08, 19.85it/s]
ELBO: -23047.4: 15%|#4 | 1494/10000 [01:30<07:08, 19.85it/s]
ELBO: -23047.4: 15%|#4 | 1495/10000 [01:30<07:57, 17.83it/s]
ELBO: -23031.5: 15%|#4 | 1495/10000 [01:30<07:57, 17.83it/s]
ELBO: -23010.8: 15%|#4 | 1496/10000 [01:30<07:57, 17.83it/s]
ELBO: -23073.0: 15%|#4 | 1497/10000 [01:30<07:56, 17.83it/s]
ELBO: -23073.0: 15%|#4 | 1498/10000 [01:30<08:36, 16.46it/s]
ELBO: -23006.4: 15%|#4 | 1498/10000 [01:31<08:36, 16.46it/s]
ELBO: -23041.9: 15%|#4 | 1499/10000 [01:31<08:36, 16.46it/s]
ELBO: -23017.9: 15%|#5 | 1500/10000 [01:31<08:36, 16.46it/s]
ELBO: -23017.9: 15%|#5 | 1501/10000 [01:31<08:05, 17.51it/s]
ELBO: -23031.5: 15%|#5 | 1501/10000 [01:31<08:05, 17.51it/s]
ELBO: -23082.1: 15%|#5 | 1502/10000 [01:31<08:05, 17.51it/s]
ELBO: -23082.1: 15%|#5 | 1503/10000 [01:31<08:50, 16.01it/s]
ELBO: -23087.0: 15%|#5 | 1503/10000 [01:31<08:50, 16.01it/s]
ELBO: -23010.1: 15%|#5 | 1504/10000 [01:31<08:50, 16.01it/s]
ELBO: -23024.8: 15%|#5 | 1505/10000 [01:31<08:50, 16.01it/s]
ELBO: -23024.8: 15%|#5 | 1506/10000 [01:31<08:11, 17.27it/s]
ELBO: -23010.8: 15%|#5 | 1506/10000 [01:31<08:11, 17.27it/s]
ELBO: -23065.9: 15%|#5 | 1507/10000 [01:31<08:11, 17.27it/s]
ELBO: -23065.9: 15%|#5 | 1508/10000 [01:31<09:01, 15.69it/s]
ELBO: -22983.8: 15%|#5 | 1508/10000 [01:31<09:01, 15.69it/s]
ELBO: -23044.8: 15%|#5 | 1509/10000 [01:31<09:01, 15.69it/s]
ELBO: -22964.5: 15%|#5 | 1510/10000 [01:31<09:00, 15.69it/s]
ELBO: -22964.5: 15%|#5 | 1511/10000 [01:31<08:16, 17.09it/s]
ELBO: -22965.1: 15%|#5 | 1511/10000 [01:31<08:16, 17.09it/s]
ELBO: -22912.6: 15%|#5 | 1512/10000 [01:31<08:16, 17.09it/s]
ELBO: -22912.6: 15%|#5 | 1513/10000 [01:31<09:06, 15.52it/s]
ELBO: -22974.3: 15%|#5 | 1513/10000 [01:31<09:06, 15.52it/s]
ELBO: -22923.7: 15%|#5 | 1514/10000 [01:32<09:06, 15.52it/s]
ELBO: -23012.1: 15%|#5 | 1515/10000 [01:32<09:06, 15.52it/s]
ELBO: -23012.1: 15%|#5 | 1516/10000 [01:32<09:27, 14.95it/s]
ELBO: -22997.7: 15%|#5 | 1516/10000 [01:32<09:27, 14.95it/s]
ELBO: -22992.1: 15%|#5 | 1517/10000 [01:32<09:27, 14.95it/s]
ELBO: -22993.2: 15%|#5 | 1518/10000 [01:32<09:27, 14.95it/s]
ELBO: -22993.2: 15%|#5 | 1519/10000 [01:32<08:35, 16.46it/s]
ELBO: -23033.1: 15%|#5 | 1519/10000 [01:32<08:35, 16.46it/s]
ELBO: -23020.1: 15%|#5 | 1520/10000 [01:32<08:35, 16.46it/s]
ELBO: -23020.1: 15%|#5 | 1521/10000 [01:32<09:20, 15.14it/s]
ELBO: -22958.9: 15%|#5 | 1521/10000 [01:32<09:20, 15.14it/s]
ELBO: -22983.8: 15%|#5 | 1522/10000 [01:32<09:20, 15.14it/s]
ELBO: -23009.0: 15%|#5 | 1523/10000 [01:32<09:20, 15.14it/s]
ELBO: -23009.0: 15%|#5 | 1524/10000 [01:32<08:28, 16.67it/s]
ELBO: -22934.3: 15%|#5 | 1524/10000 [01:32<08:28, 16.67it/s]
ELBO: -23016.1: 15%|#5 | 1525/10000 [01:32<08:28, 16.67it/s]
ELBO: -23016.1: 15%|#5 | 1526/10000 [01:32<09:15, 15.25it/s]
ELBO: -22913.0: 15%|#5 | 1526/10000 [01:32<09:15, 15.25it/s]
ELBO: -22953.2: 15%|#5 | 1527/10000 [01:32<09:15, 15.25it/s]
ELBO: -23041.3: 15%|#5 | 1528/10000 [01:32<09:15, 15.25it/s]
ELBO: -23041.3: 15%|#5 | 1529/10000 [01:32<08:25, 16.75it/s]
ELBO: -23006.1: 15%|#5 | 1529/10000 [01:33<08:25, 16.75it/s]
ELBO: -22996.4: 15%|#5 | 1530/10000 [01:33<08:25, 16.75it/s]
ELBO: -22996.4: 15%|#5 | 1531/10000 [01:33<09:14, 15.27it/s]
ELBO: -22994.9: 15%|#5 | 1531/10000 [01:33<09:14, 15.27it/s]
ELBO: -22968.3: 15%|#5 | 1532/10000 [01:33<09:14, 15.27it/s]
ELBO: -23021.4: 15%|#5 | 1533/10000 [01:33<09:14, 15.27it/s]
ELBO: -23021.4: 15%|#5 | 1534/10000 [01:33<09:32, 14.78it/s]
ELBO: -23017.9: 15%|#5 | 1534/10000 [01:33<09:32, 14.78it/s]
ELBO: -22891.7: 15%|#5 | 1535/10000 [01:33<09:32, 14.78it/s]
ELBO: -22961.8: 15%|#5 | 1536/10000 [01:33<09:32, 14.78it/s]
ELBO: -22961.8: 15%|#5 | 1537/10000 [01:33<08:37, 16.36it/s]
ELBO: -22902.9: 15%|#5 | 1537/10000 [01:33<08:37, 16.36it/s]
ELBO: -22871.9: 15%|#5 | 1538/10000 [01:33<08:37, 16.36it/s]
ELBO: -22871.9: 15%|#5 | 1539/10000 [01:33<09:21, 15.07it/s]
ELBO: -22849.2: 15%|#5 | 1539/10000 [01:33<09:21, 15.07it/s]
ELBO: -22892.0: 15%|#5 | 1540/10000 [01:33<09:21, 15.07it/s]
ELBO: -22881.8: 15%|#5 | 1541/10000 [01:33<09:21, 15.07it/s]
ELBO: -22881.8: 15%|#5 | 1542/10000 [01:33<08:32, 16.52it/s]
ELBO: -22981.5: 15%|#5 | 1542/10000 [01:33<08:32, 16.52it/s]
ELBO: -22883.2: 15%|#5 | 1543/10000 [01:33<08:32, 16.52it/s]
ELBO: -22883.2: 15%|#5 | 1544/10000 [01:33<09:20, 15.08it/s]
ELBO: -22844.7: 15%|#5 | 1544/10000 [01:33<09:20, 15.08it/s]
ELBO: -22934.8: 15%|#5 | 1545/10000 [01:34<09:20, 15.08it/s]
ELBO: -22924.2: 15%|#5 | 1546/10000 [01:34<09:20, 15.08it/s]
ELBO: -22924.2: 15%|#5 | 1547/10000 [01:34<08:28, 16.62it/s]
ELBO: -22873.9: 15%|#5 | 1547/10000 [01:34<08:28, 16.62it/s]
ELBO: -22894.1: 15%|#5 | 1548/10000 [01:34<08:28, 16.62it/s]
ELBO: -22894.1: 15%|#5 | 1549/10000 [01:34<09:16, 15.19it/s]
ELBO: -22914.3: 15%|#5 | 1549/10000 [01:34<09:16, 15.19it/s]
ELBO: -22886.1: 16%|#5 | 1550/10000 [01:34<09:16, 15.19it/s]
ELBO: -22899.6: 16%|#5 | 1551/10000 [01:34<09:16, 15.19it/s]
ELBO: -22899.6: 16%|#5 | 1552/10000 [01:34<09:35, 14.69it/s]
ELBO: -22934.1: 16%|#5 | 1552/10000 [01:34<09:35, 14.69it/s]
ELBO: -22929.2: 16%|#5 | 1553/10000 [01:34<09:35, 14.69it/s]
ELBO: -22873.9: 16%|#5 | 1554/10000 [01:34<09:35, 14.69it/s]
ELBO: -22873.9: 16%|#5 | 1555/10000 [01:34<08:39, 16.26it/s]
ELBO: -22902.2: 16%|#5 | 1555/10000 [01:34<08:39, 16.26it/s]
ELBO: -22900.6: 16%|#5 | 1556/10000 [01:34<08:39, 16.26it/s]
ELBO: -22900.6: 16%|#5 | 1557/10000 [01:34<09:24, 14.96it/s]
ELBO: -22849.7: 16%|#5 | 1557/10000 [01:34<09:24, 14.96it/s]
ELBO: -22817.3: 16%|#5 | 1558/10000 [01:34<09:24, 14.96it/s]
ELBO: -22873.3: 16%|#5 | 1559/10000 [01:34<09:24, 14.96it/s]
ELBO: -22873.3: 16%|#5 | 1560/10000 [01:34<08:29, 16.57it/s]
ELBO: -22895.9: 16%|#5 | 1560/10000 [01:35<08:29, 16.57it/s]
ELBO: -22866.3: 16%|#5 | 1561/10000 [01:35<08:29, 16.57it/s]
ELBO: -22866.3: 16%|#5 | 1562/10000 [01:35<09:16, 15.16it/s]
ELBO: -22848.1: 16%|#5 | 1562/10000 [01:35<09:16, 15.16it/s]
ELBO: -22790.9: 16%|#5 | 1563/10000 [01:35<09:16, 15.16it/s]
ELBO: -22869.2: 16%|#5 | 1564/10000 [01:35<09:16, 15.16it/s]
ELBO: -22869.2: 16%|#5 | 1565/10000 [01:35<08:24, 16.71it/s]
ELBO: -22820.5: 16%|#5 | 1565/10000 [01:35<08:24, 16.71it/s]
ELBO: -22820.5: 16%|#5 | 1568/10000 [01:35<07:27, 18.83it/s]
ELBO: -22813.0: 16%|#5 | 1568/10000 [01:35<07:27, 18.83it/s]
ELBO: -22808.0: 16%|#5 | 1569/10000 [01:35<07:27, 18.83it/s]
ELBO: -22826.9: 16%|#5 | 1570/10000 [01:35<07:27, 18.83it/s]
ELBO: -22826.9: 16%|#5 | 1571/10000 [01:35<07:14, 19.41it/s]
ELBO: -22859.7: 16%|#5 | 1571/10000 [01:35<07:14, 19.41it/s]
ELBO: -22800.6: 16%|#5 | 1572/10000 [01:35<07:14, 19.41it/s]
ELBO: -22800.6: 16%|#5 | 1573/10000 [01:35<08:17, 16.92it/s]
ELBO: -22841.1: 16%|#5 | 1573/10000 [01:35<08:17, 16.92it/s]
ELBO: -22817.2: 16%|#5 | 1574/10000 [01:35<08:17, 16.92it/s]
ELBO: -22769.1: 16%|#5 | 1575/10000 [01:35<08:17, 16.92it/s]
ELBO: -22769.1: 16%|#5 | 1576/10000 [01:35<07:46, 18.06it/s]
ELBO: -22892.5: 16%|#5 | 1576/10000 [01:35<07:46, 18.06it/s]
ELBO: -22881.2: 16%|#5 | 1577/10000 [01:35<07:46, 18.06it/s]
ELBO: -22881.2: 16%|#5 | 1578/10000 [01:35<08:42, 16.10it/s]
ELBO: -22777.9: 16%|#5 | 1578/10000 [01:35<08:42, 16.10it/s]
ELBO: -22808.4: 16%|#5 | 1579/10000 [01:36<08:42, 16.10it/s]
ELBO: -22813.2: 16%|#5 | 1580/10000 [01:36<08:42, 16.10it/s]
ELBO: -22813.2: 16%|#5 | 1581/10000 [01:36<09:09, 15.31it/s]
ELBO: -22820.3: 16%|#5 | 1581/10000 [01:36<09:09, 15.31it/s]
ELBO: -22837.2: 16%|#5 | 1582/10000 [01:36<09:09, 15.31it/s]
ELBO: -22799.2: 16%|#5 | 1583/10000 [01:36<09:09, 15.31it/s]
ELBO: -22799.2: 16%|#5 | 1584/10000 [01:36<08:22, 16.74it/s]
ELBO: -22848.8: 16%|#5 | 1584/10000 [01:36<08:22, 16.74it/s]
ELBO: -22766.3: 16%|#5 | 1585/10000 [01:36<08:22, 16.74it/s]
ELBO: -22766.3: 16%|#5 | 1586/10000 [01:36<09:08, 15.34it/s]
ELBO: -22897.9: 16%|#5 | 1586/10000 [01:36<09:08, 15.34it/s]
ELBO: -22821.6: 16%|#5 | 1587/10000 [01:36<09:08, 15.34it/s]
ELBO: -22852.8: 16%|#5 | 1588/10000 [01:36<09:08, 15.34it/s]
ELBO: -22852.8: 16%|#5 | 1589/10000 [01:36<08:20, 16.80it/s]
ELBO: -22752.1: 16%|#5 | 1589/10000 [01:36<08:20, 16.80it/s]
ELBO: -22858.1: 16%|#5 | 1590/10000 [01:36<08:20, 16.80it/s]
ELBO: -22858.1: 16%|#5 | 1591/10000 [01:36<09:09, 15.31it/s]
ELBO: -22816.9: 16%|#5 | 1591/10000 [01:36<09:09, 15.31it/s]
ELBO: -22780.3: 16%|#5 | 1592/10000 [01:36<09:09, 15.31it/s]
ELBO: -22733.8: 16%|#5 | 1593/10000 [01:36<09:08, 15.31it/s]
ELBO: -22733.8: 16%|#5 | 1594/10000 [01:36<08:19, 16.82it/s]
ELBO: -22769.3: 16%|#5 | 1594/10000 [01:37<08:19, 16.82it/s]
ELBO: -22716.3: 16%|#5 | 1595/10000 [01:37<08:19, 16.82it/s]
ELBO: -22716.3: 16%|#5 | 1596/10000 [01:37<09:08, 15.33it/s]
ELBO: -22738.5: 16%|#5 | 1596/10000 [01:37<09:08, 15.33it/s]
ELBO: -22721.3: 16%|#5 | 1597/10000 [01:37<09:08, 15.33it/s]
ELBO: -22782.5: 16%|#5 | 1598/10000 [01:37<09:08, 15.33it/s]
ELBO: -22782.5: 16%|#5 | 1599/10000 [01:37<09:30, 14.71it/s]
ELBO: -22710.0: 16%|#5 | 1599/10000 [01:37<09:30, 14.71it/s]
ELBO: -22703.2: 16%|#6 | 1600/10000 [01:37<09:30, 14.71it/s]
ELBO: -22706.4: 16%|#6 | 1601/10000 [01:37<09:30, 14.71it/s]
ELBO: -22706.4: 16%|#6 | 1602/10000 [01:37<08:36, 16.26it/s]
ELBO: -22772.3: 16%|#6 | 1602/10000 [01:37<08:36, 16.26it/s]
ELBO: -22740.2: 16%|#6 | 1603/10000 [01:37<08:36, 16.26it/s]
ELBO: -22740.2: 16%|#6 | 1604/10000 [01:37<09:19, 14.99it/s]
ELBO: -22761.5: 16%|#6 | 1604/10000 [01:37<09:19, 14.99it/s]
ELBO: -22708.5: 16%|#6 | 1605/10000 [01:37<09:19, 14.99it/s]
ELBO: -22710.9: 16%|#6 | 1606/10000 [01:37<09:19, 14.99it/s]
ELBO: -22710.9: 16%|#6 | 1607/10000 [01:37<08:26, 16.58it/s]
ELBO: -22742.1: 16%|#6 | 1607/10000 [01:37<08:26, 16.58it/s]
ELBO: -22683.3: 16%|#6 | 1608/10000 [01:37<08:26, 16.58it/s]
ELBO: -22683.3: 16%|#6 | 1609/10000 [01:37<09:13, 15.16it/s]
ELBO: -22711.1: 16%|#6 | 1609/10000 [01:37<09:13, 15.16it/s]
ELBO: -22756.7: 16%|#6 | 1610/10000 [01:38<09:13, 15.16it/s]
ELBO: -22759.1: 16%|#6 | 1611/10000 [01:38<09:13, 15.16it/s]
ELBO: -22759.1: 16%|#6 | 1612/10000 [01:38<08:23, 16.65it/s]
ELBO: -22706.2: 16%|#6 | 1612/10000 [01:38<08:23, 16.65it/s]
ELBO: -22683.0: 16%|#6 | 1613/10000 [01:38<08:23, 16.65it/s]
ELBO: -22683.0: 16%|#6 | 1614/10000 [01:38<09:09, 15.26it/s]
ELBO: -22767.9: 16%|#6 | 1614/10000 [01:38<09:09, 15.26it/s]
ELBO: -22629.0: 16%|#6 | 1615/10000 [01:38<09:09, 15.26it/s]
ELBO: -22629.0: 16%|#6 | 1616/10000 [01:38<08:35, 16.25it/s]
ELBO: -22629.6: 16%|#6 | 1616/10000 [01:38<08:35, 16.25it/s]
ELBO: -22702.1: 16%|#6 | 1617/10000 [01:38<08:35, 16.25it/s]
ELBO: -22702.1: 16%|#6 | 1618/10000 [01:38<09:27, 14.77it/s]
ELBO: -22696.1: 16%|#6 | 1618/10000 [01:38<09:27, 14.77it/s]
ELBO: -22676.3: 16%|#6 | 1619/10000 [01:38<09:27, 14.77it/s]
ELBO: -22646.4: 16%|#6 | 1620/10000 [01:38<09:27, 14.77it/s]
ELBO: -22646.4: 16%|#6 | 1621/10000 [01:38<08:27, 16.51it/s]
ELBO: -22707.7: 16%|#6 | 1621/10000 [01:38<08:27, 16.51it/s]
ELBO: -22644.8: 16%|#6 | 1622/10000 [01:38<08:27, 16.51it/s]
ELBO: -22644.8: 16%|#6 | 1623/10000 [01:38<09:15, 15.07it/s]
ELBO: -22688.0: 16%|#6 | 1623/10000 [01:38<09:15, 15.07it/s]
ELBO: -22751.2: 16%|#6 | 1624/10000 [01:38<09:15, 15.07it/s]
ELBO: -22689.0: 16%|#6 | 1625/10000 [01:39<09:15, 15.07it/s]
ELBO: -22689.0: 16%|#6 | 1626/10000 [01:39<09:35, 14.54it/s]
ELBO: -22679.1: 16%|#6 | 1626/10000 [01:39<09:35, 14.54it/s]
ELBO: -22639.8: 16%|#6 | 1627/10000 [01:39<09:35, 14.54it/s]
ELBO: -22619.3: 16%|#6 | 1628/10000 [01:39<09:35, 14.54it/s]
ELBO: -22619.3: 16%|#6 | 1629/10000 [01:39<08:36, 16.19it/s]
ELBO: -22667.3: 16%|#6 | 1629/10000 [01:39<08:36, 16.19it/s]
ELBO: -22613.2: 16%|#6 | 1630/10000 [01:39<08:36, 16.19it/s]
ELBO: -22613.2: 16%|#6 | 1631/10000 [01:39<09:19, 14.96it/s]
ELBO: -22653.6: 16%|#6 | 1631/10000 [01:39<09:19, 14.96it/s]
ELBO: -22641.2: 16%|#6 | 1632/10000 [01:39<09:19, 14.96it/s]
ELBO: -22696.5: 16%|#6 | 1633/10000 [01:39<09:19, 14.96it/s]
ELBO: -22696.5: 16%|#6 | 1634/10000 [01:39<08:25, 16.55it/s]
ELBO: -22547.2: 16%|#6 | 1634/10000 [01:39<08:25, 16.55it/s]
ELBO: -22659.1: 16%|#6 | 1635/10000 [01:39<08:25, 16.55it/s]
ELBO: -22659.1: 16%|#6 | 1636/10000 [01:39<09:15, 15.05it/s]
ELBO: -22742.2: 16%|#6 | 1636/10000 [01:39<09:15, 15.05it/s]
ELBO: -22581.1: 16%|#6 | 1637/10000 [01:39<09:15, 15.05it/s]
ELBO: -22622.2: 16%|#6 | 1638/10000 [01:39<09:15, 15.05it/s]
ELBO: -22622.2: 16%|#6 | 1639/10000 [01:39<08:22, 16.64it/s]
ELBO: -22714.5: 16%|#6 | 1639/10000 [01:39<08:22, 16.64it/s]
ELBO: -22632.5: 16%|#6 | 1640/10000 [01:39<08:22, 16.64it/s]
ELBO: -22632.5: 16%|#6 | 1641/10000 [01:39<09:10, 15.19it/s]
ELBO: -22616.8: 16%|#6 | 1641/10000 [01:40<09:10, 15.19it/s]
ELBO: -22723.2: 16%|#6 | 1642/10000 [01:40<09:10, 15.19it/s]
ELBO: -22579.3: 16%|#6 | 1643/10000 [01:40<09:10, 15.19it/s]
ELBO: -22579.3: 16%|#6 | 1644/10000 [01:40<09:28, 14.69it/s]
ELBO: -22565.6: 16%|#6 | 1644/10000 [01:40<09:28, 14.69it/s]
ELBO: -22588.7: 16%|#6 | 1645/10000 [01:40<09:28, 14.69it/s]
ELBO: -22613.5: 16%|#6 | 1646/10000 [01:40<09:28, 14.69it/s]
ELBO: -22613.5: 16%|#6 | 1647/10000 [01:40<08:32, 16.29it/s]
ELBO: -22664.4: 16%|#6 | 1647/10000 [01:40<08:32, 16.29it/s]
ELBO: -22615.4: 16%|#6 | 1648/10000 [01:40<08:32, 16.29it/s]
ELBO: -22615.4: 16%|#6 | 1649/10000 [01:40<09:15, 15.03it/s]
ELBO: -22576.2: 17%|#6 | 1651/10000 [01:40<09:15, 15.03it/s]
ELBO: -22668.7: 17%|#6 | 1652/10000 [01:40<09:15, 15.03it/s]
ELBO: -22674.3: 17%|#6 | 1653/10000 [01:40<09:15, 15.03it/s]
ELBO: -22674.3: 17%|#6 | 1654/10000 [01:40<06:51, 20.30it/s]
ELBO: -22663.8: 17%|#6 | 1654/10000 [01:40<06:51, 20.30it/s]
ELBO: -22659.8: 17%|#6 | 1655/10000 [01:40<06:51, 20.30it/s]
ELBO: -22547.9: 17%|#6 | 1656/10000 [01:40<06:51, 20.30it/s]
ELBO: -22547.9: 17%|#6 | 1657/10000 [01:40<07:44, 17.96it/s]
ELBO: -22683.8: 17%|#6 | 1657/10000 [01:40<07:44, 17.96it/s]
ELBO: -22592.7: 17%|#6 | 1658/10000 [01:40<07:44, 17.96it/s]
ELBO: -22563.1: 17%|#6 | 1659/10000 [01:41<07:44, 17.96it/s]
ELBO: -22563.1: 17%|#6 | 1660/10000 [01:41<08:21, 16.63it/s]
ELBO: -22629.5: 17%|#6 | 1660/10000 [01:41<08:21, 16.63it/s]
ELBO: -22581.0: 17%|#6 | 1661/10000 [01:41<08:21, 16.63it/s]
ELBO: -22581.0: 17%|#6 | 1662/10000 [01:41<08:07, 17.11it/s]
ELBO: -22591.6: 17%|#6 | 1662/10000 [01:41<08:07, 17.11it/s]
ELBO: -22591.8: 17%|#6 | 1663/10000 [01:41<08:07, 17.11it/s]
ELBO: -22591.8: 17%|#6 | 1664/10000 [01:41<08:56, 15.53it/s]
ELBO: -22619.3: 17%|#6 | 1664/10000 [01:41<08:56, 15.53it/s]
ELBO: -22551.3: 17%|#6 | 1665/10000 [01:41<08:56, 15.53it/s]
ELBO: -22506.3: 17%|#6 | 1666/10000 [01:41<08:56, 15.53it/s]
ELBO: -22506.3: 17%|#6 | 1667/10000 [01:41<08:11, 16.96it/s]
ELBO: -22578.0: 17%|#6 | 1667/10000 [01:41<08:11, 16.96it/s]
ELBO: -22542.8: 17%|#6 | 1668/10000 [01:41<08:11, 16.96it/s]
ELBO: -22542.8: 17%|#6 | 1669/10000 [01:41<09:00, 15.41it/s]
ELBO: -22618.0: 17%|#6 | 1669/10000 [01:41<09:00, 15.41it/s]
ELBO: -22596.8: 17%|#6 | 1670/10000 [01:41<09:00, 15.41it/s]
ELBO: -22476.0: 17%|#6 | 1671/10000 [01:41<09:00, 15.41it/s]
ELBO: -22476.0: 17%|#6 | 1672/10000 [01:41<08:12, 16.91it/s]
ELBO: -22551.7: 17%|#6 | 1672/10000 [01:41<08:12, 16.91it/s]
ELBO: -22529.1: 17%|#6 | 1673/10000 [01:41<08:12, 16.91it/s]
ELBO: -22529.1: 17%|#6 | 1674/10000 [01:41<09:03, 15.33it/s]
ELBO: -22561.1: 17%|#6 | 1674/10000 [01:42<09:03, 15.33it/s]
ELBO: -22494.9: 17%|#6 | 1675/10000 [01:42<09:03, 15.33it/s]
ELBO: -22521.5: 17%|#6 | 1676/10000 [01:42<09:03, 15.33it/s]
ELBO: -22521.5: 17%|#6 | 1677/10000 [01:42<08:13, 16.86it/s]
ELBO: -22583.8: 17%|#6 | 1677/10000 [01:42<08:13, 16.86it/s]
ELBO: -22503.7: 17%|#6 | 1678/10000 [01:42<08:13, 16.86it/s]
ELBO: -22503.7: 17%|#6 | 1679/10000 [01:42<09:04, 15.29it/s]
ELBO: -22569.9: 17%|#6 | 1679/10000 [01:42<09:04, 15.29it/s]
ELBO: -22505.4: 17%|#6 | 1680/10000 [01:42<09:04, 15.29it/s]
ELBO: -22559.9: 17%|#6 | 1681/10000 [01:42<09:03, 15.29it/s]
ELBO: -22559.9: 17%|#6 | 1682/10000 [01:42<09:23, 14.77it/s]
ELBO: -22618.7: 17%|#6 | 1682/10000 [01:42<09:23, 14.77it/s]
ELBO: -22485.3: 17%|#6 | 1683/10000 [01:42<09:23, 14.77it/s]
ELBO: -22515.2: 17%|#6 | 1684/10000 [01:42<09:22, 14.77it/s]
ELBO: -22515.2: 17%|#6 | 1685/10000 [01:42<08:29, 16.34it/s]
ELBO: -22535.6: 17%|#6 | 1685/10000 [01:42<08:29, 16.34it/s]
ELBO: -22527.6: 17%|#6 | 1686/10000 [01:42<08:28, 16.34it/s]
ELBO: -22527.6: 17%|#6 | 1687/10000 [01:42<09:10, 15.10it/s]
ELBO: -22566.5: 17%|#6 | 1687/10000 [01:42<09:10, 15.10it/s]
ELBO: -22515.5: 17%|#6 | 1688/10000 [01:42<09:10, 15.10it/s]
ELBO: -22515.6: 17%|#6 | 1689/10000 [01:42<09:10, 15.10it/s]
ELBO: -22515.6: 17%|#6 | 1690/10000 [01:42<08:19, 16.64it/s]
ELBO: -22508.7: 17%|#6 | 1690/10000 [01:43<08:19, 16.64it/s]
ELBO: -22507.4: 17%|#6 | 1691/10000 [01:43<08:19, 16.64it/s]
ELBO: -22507.4: 17%|#6 | 1692/10000 [01:43<09:06, 15.19it/s]
ELBO: -22489.8: 17%|#6 | 1692/10000 [01:43<09:06, 15.19it/s]
ELBO: -22482.6: 17%|#6 | 1693/10000 [01:43<09:06, 15.19it/s]
ELBO: -22482.6: 17%|#6 | 1694/10000 [01:43<08:41, 15.93it/s]
ELBO: -22509.0: 17%|#6 | 1694/10000 [01:43<08:41, 15.93it/s]
ELBO: -22543.9: 17%|#6 | 1695/10000 [01:43<08:41, 15.93it/s]
ELBO: -22543.9: 17%|#6 | 1696/10000 [01:43<09:25, 14.68it/s]
ELBO: -22534.5: 17%|#6 | 1696/10000 [01:43<09:25, 14.68it/s]
ELBO: -22508.1: 17%|#6 | 1697/10000 [01:43<09:25, 14.68it/s]
ELBO: -22466.6: 17%|#6 | 1698/10000 [01:43<09:25, 14.68it/s]
ELBO: -22466.6: 17%|#6 | 1699/10000 [01:43<08:26, 16.38it/s]
ELBO: -22483.9: 17%|#6 | 1699/10000 [01:43<08:26, 16.38it/s]
ELBO: -22530.4: 17%|#7 | 1700/10000 [01:43<08:26, 16.38it/s]
ELBO: -22530.4: 17%|#7 | 1701/10000 [01:43<09:16, 14.91it/s]
ELBO: -22495.8: 17%|#7 | 1701/10000 [01:43<09:16, 14.91it/s]
ELBO: -22461.4: 17%|#7 | 1702/10000 [01:43<09:16, 14.91it/s]
ELBO: -22445.1: 17%|#7 | 1703/10000 [01:43<09:16, 14.91it/s]
ELBO: -22445.1: 17%|#7 | 1704/10000 [01:43<08:19, 16.59it/s]
ELBO: -22426.2: 17%|#7 | 1704/10000 [01:43<08:19, 16.59it/s]
ELBO: -22478.5: 17%|#7 | 1705/10000 [01:44<08:19, 16.59it/s]
ELBO: -22478.5: 17%|#7 | 1706/10000 [01:44<09:07, 15.14it/s]
ELBO: -22389.9: 17%|#7 | 1706/10000 [01:44<09:07, 15.14it/s]
ELBO: -22479.4: 17%|#7 | 1707/10000 [01:44<09:07, 15.14it/s]
ELBO: -22441.2: 17%|#7 | 1708/10000 [01:44<09:07, 15.14it/s]
ELBO: -22441.2: 17%|#7 | 1709/10000 [01:44<09:23, 14.71it/s]
ELBO: -22461.4: 17%|#7 | 1709/10000 [01:44<09:23, 14.71it/s]
ELBO: -22439.9: 17%|#7 | 1710/10000 [01:44<09:23, 14.71it/s]
ELBO: -22378.2: 17%|#7 | 1711/10000 [01:44<09:23, 14.71it/s]
ELBO: -22378.2: 17%|#7 | 1712/10000 [01:44<08:28, 16.30it/s]
ELBO: -22463.7: 17%|#7 | 1712/10000 [01:44<08:28, 16.30it/s]
ELBO: -22511.7: 17%|#7 | 1713/10000 [01:44<08:28, 16.30it/s]
ELBO: -22511.7: 17%|#7 | 1714/10000 [01:44<09:11, 15.03it/s]
ELBO: -22457.2: 17%|#7 | 1714/10000 [01:44<09:11, 15.03it/s]
ELBO: -22405.3: 17%|#7 | 1715/10000 [01:44<09:11, 15.03it/s]
ELBO: -22417.3: 17%|#7 | 1716/10000 [01:44<09:11, 15.03it/s]
ELBO: -22417.3: 17%|#7 | 1717/10000 [01:44<08:18, 16.62it/s]
ELBO: -22383.1: 17%|#7 | 1717/10000 [01:44<08:18, 16.62it/s]
ELBO: -22468.5: 17%|#7 | 1718/10000 [01:44<08:18, 16.62it/s]
ELBO: -22468.5: 17%|#7 | 1719/10000 [01:44<09:03, 15.22it/s]
ELBO: -22387.9: 17%|#7 | 1719/10000 [01:44<09:03, 15.22it/s]
ELBO: -22372.3: 17%|#7 | 1720/10000 [01:44<09:03, 15.22it/s]
ELBO: -22394.9: 17%|#7 | 1721/10000 [01:44<09:03, 15.22it/s]
ELBO: -22394.9: 17%|#7 | 1722/10000 [01:44<08:13, 16.78it/s]
ELBO: -22440.8: 17%|#7 | 1722/10000 [01:45<08:13, 16.78it/s]
ELBO: -22340.8: 17%|#7 | 1723/10000 [01:45<08:13, 16.78it/s]
ELBO: -22340.8: 17%|#7 | 1724/10000 [01:45<09:00, 15.30it/s]
ELBO: -22457.3: 17%|#7 | 1724/10000 [01:45<09:00, 15.30it/s]
ELBO: -22471.4: 17%|#7 | 1725/10000 [01:45<09:00, 15.30it/s]
ELBO: -22438.3: 17%|#7 | 1726/10000 [01:45<09:00, 15.30it/s]
ELBO: -22438.3: 17%|#7 | 1727/10000 [01:45<09:18, 14.80it/s]
ELBO: -22405.0: 17%|#7 | 1727/10000 [01:45<09:18, 14.80it/s]
ELBO: -22496.3: 17%|#7 | 1728/10000 [01:45<09:18, 14.80it/s]
ELBO: -22400.5: 17%|#7 | 1729/10000 [01:45<09:18, 14.80it/s]
ELBO: -22400.5: 17%|#7 | 1730/10000 [01:45<08:25, 16.36it/s]
ELBO: -22457.7: 17%|#7 | 1730/10000 [01:45<08:25, 16.36it/s]
ELBO: -22512.4: 17%|#7 | 1731/10000 [01:45<08:25, 16.36it/s]
ELBO: -22512.4: 17%|#7 | 1732/10000 [01:45<09:08, 15.08it/s]
ELBO: -22376.6: 17%|#7 | 1734/10000 [01:45<09:08, 15.08it/s]
ELBO: -22425.2: 17%|#7 | 1735/10000 [01:45<09:08, 15.08it/s]
ELBO: -22353.2: 17%|#7 | 1736/10000 [01:45<09:07, 15.08it/s]
ELBO: -22353.2: 17%|#7 | 1737/10000 [01:45<06:44, 20.42it/s]
ELBO: -22363.0: 17%|#7 | 1737/10000 [01:45<06:44, 20.42it/s]
ELBO: -22413.4: 17%|#7 | 1738/10000 [01:45<06:44, 20.42it/s]
ELBO: -22410.7: 17%|#7 | 1739/10000 [01:46<06:44, 20.42it/s]
ELBO: -22410.7: 17%|#7 | 1740/10000 [01:46<07:38, 18.03it/s]
ELBO: -22466.9: 17%|#7 | 1740/10000 [01:46<07:38, 18.03it/s]
ELBO: -22387.4: 17%|#7 | 1741/10000 [01:46<07:38, 18.03it/s]
ELBO: -22454.3: 17%|#7 | 1742/10000 [01:46<07:38, 18.03it/s]
ELBO: -22454.3: 17%|#7 | 1743/10000 [01:46<08:16, 16.63it/s]
ELBO: -22427.5: 17%|#7 | 1743/10000 [01:46<08:16, 16.63it/s]
ELBO: -22334.2: 17%|#7 | 1744/10000 [01:46<08:16, 16.63it/s]
ELBO: -22354.4: 17%|#7 | 1745/10000 [01:46<08:16, 16.63it/s]
ELBO: -22354.4: 17%|#7 | 1746/10000 [01:46<07:47, 17.66it/s]
ELBO: -22492.6: 17%|#7 | 1746/10000 [01:46<07:47, 17.66it/s]
ELBO: -22396.9: 17%|#7 | 1747/10000 [01:46<07:47, 17.66it/s]
ELBO: -22396.9: 17%|#7 | 1748/10000 [01:46<08:35, 16.02it/s]
ELBO: -22429.2: 17%|#7 | 1748/10000 [01:46<08:35, 16.02it/s]
ELBO: -22353.4: 17%|#7 | 1749/10000 [01:46<08:34, 16.02it/s]
ELBO: -22374.3: 18%|#7 | 1750/10000 [01:46<08:34, 16.02it/s]
ELBO: -22374.3: 18%|#7 | 1751/10000 [01:46<07:57, 17.28it/s]
ELBO: -22389.7: 18%|#7 | 1751/10000 [01:46<07:57, 17.28it/s]
ELBO: -22443.3: 18%|#7 | 1752/10000 [01:46<07:57, 17.28it/s]
ELBO: -22443.3: 18%|#7 | 1753/10000 [01:46<08:44, 15.71it/s]
ELBO: -22316.1: 18%|#7 | 1753/10000 [01:46<08:44, 15.71it/s]
ELBO: -22311.2: 18%|#7 | 1754/10000 [01:46<08:44, 15.71it/s]
ELBO: -22310.3: 18%|#7 | 1755/10000 [01:47<08:44, 15.71it/s]
ELBO: -22310.3: 18%|#7 | 1756/10000 [01:47<09:05, 15.12it/s]
ELBO: -22392.9: 18%|#7 | 1756/10000 [01:47<09:05, 15.12it/s]
ELBO: -22319.4: 18%|#7 | 1757/10000 [01:47<09:05, 15.12it/s]
ELBO: -22256.4: 18%|#7 | 1758/10000 [01:47<09:05, 15.12it/s]
ELBO: -22256.4: 18%|#7 | 1759/10000 [01:47<08:17, 16.57it/s]
ELBO: -22402.4: 18%|#7 | 1759/10000 [01:47<08:17, 16.57it/s]
ELBO: -22273.3: 18%|#7 | 1760/10000 [01:47<08:17, 16.57it/s]
ELBO: -22273.3: 18%|#7 | 1761/10000 [01:47<08:59, 15.26it/s]
ELBO: -22357.7: 18%|#7 | 1761/10000 [01:47<08:59, 15.26it/s]
ELBO: -22269.6: 18%|#7 | 1762/10000 [01:47<08:59, 15.26it/s]
ELBO: -22307.2: 18%|#7 | 1763/10000 [01:47<08:59, 15.26it/s]
ELBO: -22307.2: 18%|#7 | 1764/10000 [01:47<08:10, 16.79it/s]
ELBO: -22381.5: 18%|#7 | 1764/10000 [01:47<08:10, 16.79it/s]
ELBO: -22323.2: 18%|#7 | 1765/10000 [01:47<08:10, 16.79it/s]
ELBO: -22323.2: 18%|#7 | 1766/10000 [01:47<08:57, 15.32it/s]
ELBO: -22324.1: 18%|#7 | 1766/10000 [01:47<08:57, 15.32it/s]
ELBO: -22307.6: 18%|#7 | 1767/10000 [01:47<08:57, 15.32it/s]
ELBO: -22279.1: 18%|#7 | 1768/10000 [01:47<08:57, 15.32it/s]
ELBO: -22279.1: 18%|#7 | 1769/10000 [01:47<08:10, 16.79it/s]
ELBO: -22279.1: 18%|#7 | 1769/10000 [01:47<08:10, 16.79it/s]
ELBO: -22318.4: 18%|#7 | 1770/10000 [01:48<08:10, 16.79it/s]
ELBO: -22318.4: 18%|#7 | 1771/10000 [01:48<08:57, 15.30it/s]
ELBO: -22250.6: 18%|#7 | 1771/10000 [01:48<08:57, 15.30it/s]
ELBO: -22371.1: 18%|#7 | 1772/10000 [01:48<08:57, 15.30it/s]
ELBO: -22234.1: 18%|#7 | 1773/10000 [01:48<08:57, 15.30it/s]
ELBO: -22234.1: 18%|#7 | 1774/10000 [01:48<09:16, 14.79it/s]
ELBO: -22261.7: 18%|#7 | 1774/10000 [01:48<09:16, 14.79it/s]
ELBO: -22320.1: 18%|#7 | 1775/10000 [01:48<09:16, 14.79it/s]
ELBO: -22266.5: 18%|#7 | 1776/10000 [01:48<09:16, 14.79it/s]
ELBO: -22266.5: 18%|#7 | 1777/10000 [01:48<08:22, 16.36it/s]
ELBO: -22334.5: 18%|#7 | 1777/10000 [01:48<08:22, 16.36it/s]
ELBO: -22383.2: 18%|#7 | 1778/10000 [01:48<08:22, 16.36it/s]
ELBO: -22383.2: 18%|#7 | 1779/10000 [01:48<09:04, 15.09it/s]
ELBO: -22391.8: 18%|#7 | 1779/10000 [01:48<09:04, 15.09it/s]
ELBO: -22324.8: 18%|#7 | 1780/10000 [01:48<09:04, 15.09it/s]
ELBO: -22277.5: 18%|#7 | 1781/10000 [01:48<09:04, 15.09it/s]
ELBO: -22277.5: 18%|#7 | 1782/10000 [01:48<08:13, 16.64it/s]
ELBO: -22300.1: 18%|#7 | 1782/10000 [01:48<08:13, 16.64it/s]
ELBO: -22280.7: 18%|#7 | 1783/10000 [01:48<08:13, 16.64it/s]
ELBO: -22280.7: 18%|#7 | 1784/10000 [01:48<08:59, 15.23it/s]
ELBO: -22323.2: 18%|#7 | 1784/10000 [01:48<08:59, 15.23it/s]
ELBO: -22266.0: 18%|#7 | 1785/10000 [01:48<08:59, 15.23it/s]
ELBO: -22254.3: 18%|#7 | 1786/10000 [01:49<08:59, 15.23it/s]
ELBO: -22254.3: 18%|#7 | 1787/10000 [01:49<08:09, 16.79it/s]
ELBO: -22266.9: 18%|#7 | 1787/10000 [01:49<08:09, 16.79it/s]
ELBO: -22249.1: 18%|#7 | 1788/10000 [01:49<08:09, 16.79it/s]
ELBO: -22249.1: 18%|#7 | 1789/10000 [01:49<08:55, 15.32it/s]
ELBO: -22226.4: 18%|#7 | 1789/10000 [01:49<08:55, 15.32it/s]
ELBO: -22235.3: 18%|#7 | 1790/10000 [01:49<08:55, 15.32it/s]
ELBO: -22235.7: 18%|#7 | 1791/10000 [01:49<08:55, 15.32it/s]
ELBO: -22235.7: 18%|#7 | 1792/10000 [01:49<09:14, 14.80it/s]
ELBO: -22339.6: 18%|#7 | 1792/10000 [01:49<09:14, 14.80it/s]
ELBO: -22261.6: 18%|#7 | 1793/10000 [01:49<09:14, 14.80it/s]
ELBO: -22195.9: 18%|#7 | 1794/10000 [01:49<09:14, 14.80it/s]
ELBO: -22195.9: 18%|#7 | 1795/10000 [01:49<08:20, 16.38it/s]
ELBO: -22287.5: 18%|#7 | 1795/10000 [01:49<08:20, 16.38it/s]
ELBO: -22226.1: 18%|#7 | 1796/10000 [01:49<08:20, 16.38it/s]
ELBO: -22226.1: 18%|#7 | 1797/10000 [01:49<09:02, 15.13it/s]
ELBO: -22269.6: 18%|#7 | 1797/10000 [01:49<09:02, 15.13it/s]
ELBO: -22252.8: 18%|#7 | 1798/10000 [01:49<09:02, 15.13it/s]
ELBO: -22270.2: 18%|#7 | 1799/10000 [01:49<09:02, 15.13it/s]
ELBO: -22270.2: 18%|#8 | 1800/10000 [01:49<08:11, 16.69it/s]
ELBO: -22221.2: 18%|#8 | 1800/10000 [01:49<08:11, 16.69it/s]
ELBO: -22285.4: 18%|#8 | 1801/10000 [01:49<08:11, 16.69it/s]
ELBO: -22285.4: 18%|#8 | 1802/10000 [01:49<08:57, 15.26it/s]
ELBO: -22290.0: 18%|#8 | 1802/10000 [01:50<08:57, 15.26it/s]
ELBO: -22212.9: 18%|#8 | 1803/10000 [01:50<08:57, 15.26it/s]
ELBO: -22281.8: 18%|#8 | 1804/10000 [01:50<08:57, 15.26it/s]
ELBO: -22281.8: 18%|#8 | 1805/10000 [01:50<08:07, 16.82it/s]
ELBO: -22294.3: 18%|#8 | 1805/10000 [01:50<08:07, 16.82it/s]
ELBO: -22268.8: 18%|#8 | 1806/10000 [01:50<08:07, 16.82it/s]
ELBO: -22268.8: 18%|#8 | 1807/10000 [01:50<08:54, 15.33it/s]
ELBO: -22143.6: 18%|#8 | 1807/10000 [01:50<08:54, 15.33it/s]
ELBO: -22252.1: 18%|#8 | 1808/10000 [01:50<08:54, 15.33it/s]
ELBO: -22255.5: 18%|#8 | 1809/10000 [01:50<08:54, 15.33it/s]
ELBO: -22255.5: 18%|#8 | 1810/10000 [01:50<09:14, 14.78it/s]
ELBO: -22209.2: 18%|#8 | 1810/10000 [01:50<09:14, 14.78it/s]
ELBO: -22193.5: 18%|#8 | 1811/10000 [01:50<09:14, 14.78it/s]
ELBO: -22171.0: 18%|#8 | 1812/10000 [01:50<09:14, 14.78it/s]
ELBO: -22171.0: 18%|#8 | 1813/10000 [01:50<08:21, 16.32it/s]
ELBO: -22184.9: 18%|#8 | 1813/10000 [01:50<08:21, 16.32it/s]
ELBO: -22235.8: 18%|#8 | 1814/10000 [01:50<08:21, 16.32it/s]
ELBO: -22235.8: 18%|#8 | 1815/10000 [01:50<09:02, 15.07it/s]
ELBO: -22281.3: 18%|#8 | 1815/10000 [01:50<09:02, 15.07it/s]
ELBO: -22212.4: 18%|#8 | 1816/10000 [01:50<09:02, 15.07it/s]
ELBO: -22096.9: 18%|#8 | 1819/10000 [01:50<09:02, 15.07it/s]
ELBO: -22096.9: 18%|#8 | 1820/10000 [01:50<06:41, 20.36it/s]
ELBO: -22127.0: 18%|#8 | 1820/10000 [01:51<06:41, 20.36it/s]
ELBO: -22270.2: 18%|#8 | 1821/10000 [01:51<06:41, 20.36it/s]
ELBO: -22294.4: 18%|#8 | 1822/10000 [01:51<06:41, 20.36it/s]
ELBO: -22294.4: 18%|#8 | 1823/10000 [01:51<07:34, 17.98it/s]
ELBO: -22212.2: 18%|#8 | 1823/10000 [01:51<07:34, 17.98it/s]
ELBO: -22204.3: 18%|#8 | 1824/10000 [01:51<07:34, 17.98it/s]
ELBO: -22163.4: 18%|#8 | 1825/10000 [01:51<07:34, 17.98it/s]
ELBO: -22163.4: 18%|#8 | 1826/10000 [01:51<08:10, 16.66it/s]
ELBO: -22199.5: 18%|#8 | 1826/10000 [01:51<08:10, 16.66it/s]
ELBO: -22159.6: 18%|#8 | 1827/10000 [01:51<08:10, 16.66it/s]
ELBO: -22104.8: 18%|#8 | 1828/10000 [01:51<08:10, 16.66it/s]
ELBO: -22104.8: 18%|#8 | 1829/10000 [01:51<07:43, 17.65it/s]
ELBO: -22173.6: 18%|#8 | 1829/10000 [01:51<07:43, 17.65it/s]
ELBO: -22221.7: 18%|#8 | 1830/10000 [01:51<07:42, 17.65it/s]
ELBO: -22221.7: 18%|#8 | 1831/10000 [01:51<08:30, 16.01it/s]
ELBO: -22196.9: 18%|#8 | 1831/10000 [01:51<08:30, 16.01it/s]
ELBO: -22169.7: 18%|#8 | 1832/10000 [01:51<08:30, 16.01it/s]
ELBO: -22165.0: 18%|#8 | 1833/10000 [01:51<08:30, 16.01it/s]
ELBO: -22165.0: 18%|#8 | 1834/10000 [01:51<07:53, 17.25it/s]
ELBO: -22180.8: 18%|#8 | 1834/10000 [01:51<07:53, 17.25it/s]
ELBO: -22119.3: 18%|#8 | 1835/10000 [01:52<07:53, 17.25it/s]
ELBO: -22119.3: 18%|#8 | 1836/10000 [01:52<08:40, 15.69it/s]
ELBO: -22217.9: 18%|#8 | 1836/10000 [01:52<08:40, 15.69it/s]
ELBO: -22158.7: 18%|#8 | 1837/10000 [01:52<08:40, 15.69it/s]
ELBO: -22109.1: 18%|#8 | 1838/10000 [01:52<08:40, 15.69it/s]
ELBO: -22109.1: 18%|#8 | 1839/10000 [01:52<09:01, 15.06it/s]
ELBO: -22160.0: 18%|#8 | 1839/10000 [01:52<09:01, 15.06it/s]
ELBO: -22193.4: 18%|#8 | 1840/10000 [01:52<09:01, 15.06it/s]
ELBO: -22186.9: 18%|#8 | 1841/10000 [01:52<09:01, 15.06it/s]
ELBO: -22186.9: 18%|#8 | 1842/10000 [01:52<08:13, 16.53it/s]
ELBO: -22164.0: 18%|#8 | 1842/10000 [01:52<08:13, 16.53it/s]
ELBO: -22084.8: 18%|#8 | 1843/10000 [01:52<08:13, 16.53it/s]
ELBO: -22084.8: 18%|#8 | 1844/10000 [01:52<08:55, 15.23it/s]
ELBO: -22116.6: 18%|#8 | 1844/10000 [01:52<08:55, 15.23it/s]
ELBO: -22219.7: 18%|#8 | 1845/10000 [01:52<08:55, 15.23it/s]
ELBO: -22062.1: 18%|#8 | 1846/10000 [01:52<08:55, 15.23it/s]
ELBO: -22062.1: 18%|#8 | 1847/10000 [01:52<08:07, 16.73it/s]
ELBO: -22069.0: 18%|#8 | 1847/10000 [01:52<08:07, 16.73it/s]
ELBO: -22182.9: 18%|#8 | 1848/10000 [01:52<08:07, 16.73it/s]
ELBO: -22182.9: 18%|#8 | 1849/10000 [01:52<08:54, 15.24it/s]
ELBO: -22118.3: 18%|#8 | 1849/10000 [01:52<08:54, 15.24it/s]
ELBO: -22163.6: 18%|#8 | 1850/10000 [01:52<08:54, 15.24it/s]
ELBO: -22230.5: 19%|#8 | 1851/10000 [01:53<08:54, 15.24it/s]
ELBO: -22230.5: 19%|#8 | 1852/10000 [01:53<08:04, 16.82it/s]
ELBO: -22163.7: 19%|#8 | 1852/10000 [01:53<08:04, 16.82it/s]
ELBO: -22127.1: 19%|#8 | 1853/10000 [01:53<08:04, 16.82it/s]
ELBO: -22127.1: 19%|#8 | 1854/10000 [01:53<08:52, 15.30it/s]
ELBO: -22094.0: 19%|#8 | 1854/10000 [01:53<08:52, 15.30it/s]
ELBO: -22153.3: 19%|#8 | 1855/10000 [01:53<08:52, 15.30it/s]
ELBO: -22166.5: 19%|#8 | 1856/10000 [01:53<08:52, 15.30it/s]
ELBO: -22166.5: 19%|#8 | 1857/10000 [01:53<09:10, 14.79it/s]
ELBO: -22102.5: 19%|#8 | 1857/10000 [01:53<09:10, 14.79it/s]
ELBO: -22117.4: 19%|#8 | 1858/10000 [01:53<09:10, 14.79it/s]
ELBO: -22171.3: 19%|#8 | 1859/10000 [01:53<09:10, 14.79it/s]
ELBO: -22171.3: 19%|#8 | 1860/10000 [01:53<08:17, 16.35it/s]
ELBO: -22090.3: 19%|#8 | 1860/10000 [01:53<08:17, 16.35it/s]
ELBO: -22136.8: 19%|#8 | 1861/10000 [01:53<08:17, 16.35it/s]
ELBO: -22136.8: 19%|#8 | 1862/10000 [01:53<08:59, 15.08it/s]
ELBO: -22128.5: 19%|#8 | 1862/10000 [01:53<08:59, 15.08it/s]
ELBO: -22075.2: 19%|#8 | 1863/10000 [01:53<08:59, 15.08it/s]
ELBO: -22109.4: 19%|#8 | 1864/10000 [01:53<08:59, 15.08it/s]
ELBO: -22109.4: 19%|#8 | 1865/10000 [01:53<08:08, 16.65it/s]
ELBO: -22077.8: 19%|#8 | 1865/10000 [01:53<08:08, 16.65it/s]
ELBO: -22158.0: 19%|#8 | 1866/10000 [01:54<08:08, 16.65it/s]
ELBO: -22158.0: 19%|#8 | 1867/10000 [01:54<08:55, 15.20it/s]
ELBO: -22108.0: 19%|#8 | 1867/10000 [01:54<08:55, 15.20it/s]
ELBO: -22176.4: 19%|#8 | 1868/10000 [01:54<08:54, 15.20it/s]
ELBO: -22151.4: 19%|#8 | 1869/10000 [01:54<08:54, 15.20it/s]
ELBO: -22151.4: 19%|#8 | 1870/10000 [01:54<08:03, 16.81it/s]
ELBO: -22022.9: 19%|#8 | 1870/10000 [01:54<08:03, 16.81it/s]
ELBO: -22085.3: 19%|#8 | 1871/10000 [01:54<08:03, 16.81it/s]
ELBO: -22085.3: 19%|#8 | 1872/10000 [01:54<08:49, 15.36it/s]
ELBO: -22034.4: 19%|#8 | 1872/10000 [01:54<08:49, 15.36it/s]
ELBO: -22108.5: 19%|#8 | 1873/10000 [01:54<08:49, 15.36it/s]
ELBO: -22116.4: 19%|#8 | 1874/10000 [01:54<08:49, 15.36it/s]
ELBO: -22116.4: 19%|#8 | 1875/10000 [01:54<09:06, 14.87it/s]
ELBO: -22118.7: 19%|#8 | 1875/10000 [01:54<09:06, 14.87it/s]
ELBO: -22024.9: 19%|#8 | 1876/10000 [01:54<09:06, 14.87it/s]
ELBO: -22043.3: 19%|#8 | 1877/10000 [01:54<09:06, 14.87it/s]
ELBO: -22043.3: 19%|#8 | 1878/10000 [01:54<08:15, 16.39it/s]
ELBO: -22175.2: 19%|#8 | 1878/10000 [01:54<08:15, 16.39it/s]
ELBO: -22074.6: 19%|#8 | 1879/10000 [01:54<08:15, 16.39it/s]
ELBO: -22074.6: 19%|#8 | 1880/10000 [01:54<08:58, 15.07it/s]
ELBO: -22094.7: 19%|#8 | 1880/10000 [01:54<08:58, 15.07it/s]
ELBO: -22111.2: 19%|#8 | 1881/10000 [01:54<08:58, 15.07it/s]
ELBO: -22071.3: 19%|#8 | 1882/10000 [01:54<08:58, 15.07it/s]
ELBO: -22071.3: 19%|#8 | 1883/10000 [01:54<08:08, 16.63it/s]
ELBO: -22120.3: 19%|#8 | 1883/10000 [01:55<08:08, 16.63it/s]
ELBO: -22055.9: 19%|#8 | 1884/10000 [01:55<08:08, 16.63it/s]
ELBO: -22055.9: 19%|#8 | 1885/10000 [01:55<08:52, 15.23it/s]
ELBO: -22057.0: 19%|#8 | 1885/10000 [01:55<08:52, 15.23it/s]
ELBO: -22104.0: 19%|#8 | 1886/10000 [01:55<08:52, 15.23it/s]
ELBO: -22039.2: 19%|#8 | 1887/10000 [01:55<08:52, 15.23it/s]
ELBO: -22039.2: 19%|#8 | 1888/10000 [01:55<08:05, 16.69it/s]
ELBO: -22030.9: 19%|#8 | 1888/10000 [01:55<08:05, 16.69it/s]
ELBO: -22145.5: 19%|#8 | 1889/10000 [01:55<08:05, 16.69it/s]
ELBO: -22145.5: 19%|#8 | 1890/10000 [01:55<08:52, 15.22it/s]
ELBO: -22012.5: 19%|#8 | 1890/10000 [01:55<08:52, 15.22it/s]
ELBO: -22059.4: 19%|#8 | 1891/10000 [01:55<08:52, 15.22it/s]
ELBO: -22048.2: 19%|#8 | 1892/10000 [01:55<08:52, 15.22it/s]
ELBO: -22048.2: 19%|#8 | 1893/10000 [01:55<09:11, 14.71it/s]
ELBO: -22064.8: 19%|#8 | 1893/10000 [01:55<09:11, 14.71it/s]
ELBO: -22123.0: 19%|#8 | 1894/10000 [01:55<09:11, 14.71it/s]
ELBO: -21976.1: 19%|#8 | 1895/10000 [01:55<09:11, 14.71it/s]
ELBO: -21976.1: 19%|#8 | 1896/10000 [01:55<08:19, 16.21it/s]
ELBO: -22045.1: 19%|#8 | 1896/10000 [01:55<08:19, 16.21it/s]
ELBO: -21983.8: 19%|#8 | 1897/10000 [01:55<08:19, 16.21it/s]
ELBO: -21983.8: 19%|#8 | 1898/10000 [01:55<09:01, 14.97it/s]
ELBO: -22104.9: 19%|#8 | 1898/10000 [01:56<09:01, 14.97it/s]
ELBO: -22094.0: 19%|#8 | 1899/10000 [01:56<09:01, 14.97it/s]
ELBO: -22039.4: 19%|#9 | 1900/10000 [01:56<09:01, 14.97it/s]
ELBO: -22039.4: 19%|#9 | 1901/10000 [01:56<08:08, 16.56it/s]
ELBO: -22056.0: 19%|#9 | 1901/10000 [01:56<08:08, 16.56it/s]
ELBO: -22056.0: 19%|#9 | 1904/10000 [01:56<07:12, 18.71it/s]
ELBO: -22034.8: 19%|#9 | 1904/10000 [01:56<07:12, 18.71it/s]
ELBO: -22010.7: 19%|#9 | 1905/10000 [01:56<07:12, 18.71it/s]
ELBO: -21983.5: 19%|#9 | 1906/10000 [01:56<07:12, 18.71it/s]
ELBO: -21983.5: 19%|#9 | 1907/10000 [01:56<06:59, 19.28it/s]
ELBO: -21971.2: 19%|#9 | 1907/10000 [01:56<06:59, 19.28it/s]
ELBO: -22016.5: 19%|#9 | 1908/10000 [01:56<06:59, 19.28it/s]
ELBO: -22016.5: 19%|#9 | 1909/10000 [01:56<07:59, 16.88it/s]
ELBO: -21975.9: 19%|#9 | 1909/10000 [01:56<07:59, 16.88it/s]
ELBO: -21907.2: 19%|#9 | 1910/10000 [01:56<07:59, 16.88it/s]
ELBO: -21907.2: 19%|#9 | 1911/10000 [01:56<07:44, 17.43it/s]
ELBO: -22020.0: 19%|#9 | 1911/10000 [01:56<07:44, 17.43it/s]
ELBO: -21976.2: 19%|#9 | 1912/10000 [01:56<07:44, 17.43it/s]
ELBO: -21976.2: 19%|#9 | 1913/10000 [01:56<08:38, 15.61it/s]
ELBO: -22053.4: 19%|#9 | 1913/10000 [01:56<08:38, 15.61it/s]
ELBO: -22040.1: 19%|#9 | 1914/10000 [01:56<08:38, 15.61it/s]
ELBO: -22031.9: 19%|#9 | 1915/10000 [01:56<08:38, 15.61it/s]
ELBO: -22031.9: 19%|#9 | 1916/10000 [01:56<07:52, 17.13it/s]
ELBO: -21971.1: 19%|#9 | 1916/10000 [01:57<07:52, 17.13it/s]
ELBO: -22003.0: 19%|#9 | 1917/10000 [01:57<07:51, 17.13it/s]
ELBO: -22003.0: 19%|#9 | 1918/10000 [01:57<08:44, 15.41it/s]
ELBO: -21977.8: 19%|#9 | 1918/10000 [01:57<08:44, 15.41it/s]
ELBO: -21987.7: 19%|#9 | 1919/10000 [01:57<08:44, 15.41it/s]
ELBO: -22111.3: 19%|#9 | 1920/10000 [01:57<08:44, 15.41it/s]
ELBO: -22111.3: 19%|#9 | 1921/10000 [01:57<07:55, 16.97it/s]
ELBO: -21962.1: 19%|#9 | 1921/10000 [01:57<07:55, 16.97it/s]
ELBO: -21931.5: 19%|#9 | 1922/10000 [01:57<07:55, 16.97it/s]
ELBO: -21931.5: 19%|#9 | 1923/10000 [01:57<08:45, 15.36it/s]
ELBO: -21920.5: 19%|#9 | 1923/10000 [01:57<08:45, 15.36it/s]
ELBO: -22045.3: 19%|#9 | 1924/10000 [01:57<08:45, 15.36it/s]
ELBO: -21984.4: 19%|#9 | 1925/10000 [01:57<08:45, 15.36it/s]
ELBO: -21984.4: 19%|#9 | 1926/10000 [01:57<07:56, 16.93it/s]
ELBO: -21969.2: 19%|#9 | 1926/10000 [01:57<07:56, 16.93it/s]
ELBO: -21955.1: 19%|#9 | 1927/10000 [01:57<07:56, 16.93it/s]
ELBO: -21955.1: 19%|#9 | 1928/10000 [01:57<08:42, 15.44it/s]
ELBO: -21956.3: 19%|#9 | 1928/10000 [01:57<08:42, 15.44it/s]
ELBO: -22006.6: 19%|#9 | 1929/10000 [01:57<08:42, 15.44it/s]
ELBO: -21991.7: 19%|#9 | 1930/10000 [01:57<08:42, 15.44it/s]
ELBO: -21991.7: 19%|#9 | 1931/10000 [01:57<09:01, 14.90it/s]
ELBO: -22022.8: 19%|#9 | 1931/10000 [01:58<09:01, 14.90it/s]
ELBO: -21908.4: 19%|#9 | 1932/10000 [01:58<09:01, 14.90it/s]
ELBO: -21914.5: 19%|#9 | 1933/10000 [01:58<09:01, 14.90it/s]
ELBO: -21914.5: 19%|#9 | 1934/10000 [01:58<08:11, 16.42it/s]
ELBO: -22024.8: 19%|#9 | 1934/10000 [01:58<08:11, 16.42it/s]
ELBO: -21969.3: 19%|#9 | 1935/10000 [01:58<08:11, 16.42it/s]
ELBO: -21969.3: 19%|#9 | 1936/10000 [01:58<08:53, 15.12it/s]
ELBO: -22011.4: 19%|#9 | 1936/10000 [01:58<08:53, 15.12it/s]
ELBO: -21894.7: 19%|#9 | 1937/10000 [01:58<08:53, 15.12it/s]
ELBO: -22058.3: 19%|#9 | 1938/10000 [01:58<08:53, 15.12it/s]
ELBO: -22058.3: 19%|#9 | 1939/10000 [01:58<08:04, 16.65it/s]
ELBO: -21904.8: 19%|#9 | 1939/10000 [01:58<08:04, 16.65it/s]
ELBO: -21941.1: 19%|#9 | 1940/10000 [01:58<08:04, 16.65it/s]
ELBO: -21941.1: 19%|#9 | 1941/10000 [01:58<08:50, 15.19it/s]
ELBO: -21957.1: 19%|#9 | 1941/10000 [01:58<08:50, 15.19it/s]
ELBO: -21979.8: 19%|#9 | 1942/10000 [01:58<08:50, 15.19it/s]
ELBO: -21974.2: 19%|#9 | 1943/10000 [01:58<08:50, 15.19it/s]
ELBO: -21974.2: 19%|#9 | 1944/10000 [01:58<07:59, 16.78it/s]
ELBO: -21971.5: 19%|#9 | 1944/10000 [01:58<07:59, 16.78it/s]
ELBO: -21950.2: 19%|#9 | 1945/10000 [01:58<07:59, 16.78it/s]
ELBO: -21950.2: 19%|#9 | 1946/10000 [01:58<08:46, 15.30it/s]
ELBO: -21956.6: 19%|#9 | 1946/10000 [01:58<08:46, 15.30it/s]
ELBO: -21934.0: 19%|#9 | 1947/10000 [01:59<08:46, 15.30it/s]
ELBO: -21910.2: 19%|#9 | 1948/10000 [01:59<08:46, 15.30it/s]
ELBO: -21910.2: 19%|#9 | 1949/10000 [01:59<09:04, 14.78it/s]
ELBO: -21906.7: 19%|#9 | 1949/10000 [01:59<09:04, 14.78it/s]
ELBO: -21974.1: 20%|#9 | 1950/10000 [01:59<09:04, 14.78it/s]
ELBO: -21948.7: 20%|#9 | 1951/10000 [01:59<09:04, 14.78it/s]
ELBO: -21948.7: 20%|#9 | 1952/10000 [01:59<08:13, 16.32it/s]
ELBO: -21878.6: 20%|#9 | 1952/10000 [01:59<08:13, 16.32it/s]
ELBO: -21892.6: 20%|#9 | 1953/10000 [01:59<08:13, 16.32it/s]
ELBO: -21892.6: 20%|#9 | 1954/10000 [01:59<08:54, 15.06it/s]
ELBO: -21901.7: 20%|#9 | 1954/10000 [01:59<08:54, 15.06it/s]
ELBO: -21963.8: 20%|#9 | 1955/10000 [01:59<08:54, 15.06it/s]
ELBO: -21956.3: 20%|#9 | 1956/10000 [01:59<08:54, 15.06it/s]
ELBO: -21956.3: 20%|#9 | 1957/10000 [01:59<08:03, 16.65it/s]
ELBO: -21866.1: 20%|#9 | 1957/10000 [01:59<08:03, 16.65it/s]
ELBO: -21959.2: 20%|#9 | 1958/10000 [01:59<08:03, 16.65it/s]
ELBO: -21959.2: 20%|#9 | 1959/10000 [01:59<08:47, 15.24it/s]
ELBO: -21976.8: 20%|#9 | 1959/10000 [01:59<08:47, 15.24it/s]
ELBO: -21896.3: 20%|#9 | 1960/10000 [01:59<08:47, 15.24it/s]
ELBO: -21883.7: 20%|#9 | 1961/10000 [01:59<08:47, 15.24it/s]
ELBO: -21883.7: 20%|#9 | 1962/10000 [01:59<07:58, 16.81it/s]
ELBO: -21920.1: 20%|#9 | 1962/10000 [02:00<07:58, 16.81it/s]
ELBO: -21892.0: 20%|#9 | 1963/10000 [02:00<07:58, 16.81it/s]
ELBO: -21892.0: 20%|#9 | 1964/10000 [02:00<08:43, 15.34it/s]
ELBO: -21880.7: 20%|#9 | 1964/10000 [02:00<08:43, 15.34it/s]
ELBO: -21874.5: 20%|#9 | 1965/10000 [02:00<08:43, 15.34it/s]
ELBO: -21893.3: 20%|#9 | 1966/10000 [02:00<08:43, 15.34it/s]
ELBO: -21893.3: 20%|#9 | 1967/10000 [02:00<09:01, 14.84it/s]
ELBO: -21826.3: 20%|#9 | 1967/10000 [02:00<09:01, 14.84it/s]
ELBO: -21857.1: 20%|#9 | 1968/10000 [02:00<09:01, 14.84it/s]
ELBO: -21849.7: 20%|#9 | 1969/10000 [02:00<09:01, 14.84it/s]
ELBO: -21849.7: 20%|#9 | 1970/10000 [02:00<08:09, 16.41it/s]
ELBO: -21850.5: 20%|#9 | 1970/10000 [02:00<08:09, 16.41it/s]
ELBO: -21874.7: 20%|#9 | 1971/10000 [02:00<08:09, 16.41it/s]
ELBO: -21874.7: 20%|#9 | 1972/10000 [02:00<08:51, 15.12it/s]
ELBO: -21883.4: 20%|#9 | 1972/10000 [02:00<08:51, 15.12it/s]
ELBO: -21885.1: 20%|#9 | 1973/10000 [02:00<08:51, 15.12it/s]
ELBO: -21800.9: 20%|#9 | 1974/10000 [02:00<08:50, 15.12it/s]
ELBO: -21800.9: 20%|#9 | 1975/10000 [02:00<08:00, 16.70it/s]
ELBO: -21870.5: 20%|#9 | 1975/10000 [02:00<08:00, 16.70it/s]
ELBO: -21902.5: 20%|#9 | 1976/10000 [02:00<08:00, 16.70it/s]
ELBO: -21902.5: 20%|#9 | 1977/10000 [02:00<08:46, 15.25it/s]
ELBO: -21769.6: 20%|#9 | 1977/10000 [02:00<08:46, 15.25it/s]
ELBO: -21892.9: 20%|#9 | 1978/10000 [02:00<08:46, 15.25it/s]
ELBO: -21835.7: 20%|#9 | 1979/10000 [02:01<08:45, 15.25it/s]
ELBO: -21835.7: 20%|#9 | 1980/10000 [02:01<07:57, 16.79it/s]
ELBO: -21786.4: 20%|#9 | 1980/10000 [02:01<07:57, 16.79it/s]
ELBO: -21868.0: 20%|#9 | 1981/10000 [02:01<07:57, 16.79it/s]
ELBO: -21868.0: 20%|#9 | 1982/10000 [02:01<08:43, 15.33it/s]
ELBO: -21888.8: 20%|#9 | 1982/10000 [02:01<08:43, 15.33it/s]
ELBO: -21817.7: 20%|#9 | 1983/10000 [02:01<08:42, 15.33it/s]
ELBO: -21793.3: 20%|#9 | 1984/10000 [02:01<08:42, 15.33it/s]
ELBO: -21793.3: 20%|#9 | 1985/10000 [02:01<08:59, 14.86it/s]
ELBO: -21917.5: 20%|#9 | 1985/10000 [02:01<08:59, 14.86it/s]
ELBO: -21823.7: 20%|#9 | 1986/10000 [02:01<08:59, 14.86it/s]
ELBO: -21832.8: 20%|#9 | 1987/10000 [02:01<08:59, 14.86it/s]
ELBO: -21832.8: 20%|#9 | 1988/10000 [02:01<08:08, 16.41it/s]
ELBO: -21868.8: 20%|#9 | 1988/10000 [02:01<08:08, 16.41it/s]
ELBO: -21736.1: 20%|#9 | 1989/10000 [02:01<08:08, 16.41it/s]
ELBO: -21736.1: 20%|#9 | 1990/10000 [02:01<08:48, 15.16it/s]
ELBO: -21845.3: 20%|#9 | 1990/10000 [02:01<08:48, 15.16it/s]
ELBO: -21831.7: 20%|#9 | 1991/10000 [02:01<08:48, 15.16it/s]
ELBO: -21825.0: 20%|#9 | 1992/10000 [02:01<08:48, 15.16it/s]
ELBO: -21825.0: 20%|#9 | 1993/10000 [02:01<07:57, 16.75it/s]
ELBO: -21824.3: 20%|#9 | 1995/10000 [02:01<07:57, 16.75it/s]
ELBO: -21824.3: 20%|#9 | 1996/10000 [02:01<07:06, 18.76it/s]
ELBO: -21818.1: 20%|#9 | 1996/10000 [02:02<07:06, 18.76it/s]
ELBO: -21826.8: 20%|#9 | 1997/10000 [02:02<07:06, 18.76it/s]
ELBO: -21751.8: 20%|#9 | 1998/10000 [02:02<07:06, 18.76it/s]
ELBO: -21751.8: 20%|#9 | 1999/10000 [02:02<06:53, 19.33it/s]
ELBO: -21819.2: 20%|#9 | 1999/10000 [02:02<06:53, 19.33it/s]
ELBO: -21820.1: 20%|## | 2000/10000 [02:02<06:53, 19.33it/s]
ELBO: -21820.1: 20%|## | 2001/10000 [02:02<07:51, 16.96it/s]
ELBO: -21862.2: 20%|## | 2001/10000 [02:02<07:51, 16.96it/s]
ELBO: -21826.0: 20%|## | 2002/10000 [02:02<07:51, 16.96it/s]
ELBO: -21862.2: 20%|## | 2003/10000 [02:02<07:51, 16.96it/s]
ELBO: -21862.2: 20%|## | 2004/10000 [02:02<07:23, 18.02it/s]
ELBO: -21811.0: 20%|## | 2004/10000 [02:02<07:23, 18.02it/s]
ELBO: -21818.2: 20%|## | 2005/10000 [02:02<07:23, 18.02it/s]
ELBO: -21818.2: 20%|## | 2006/10000 [02:02<08:18, 16.03it/s]
ELBO: -21785.7: 20%|## | 2006/10000 [02:02<08:18, 16.03it/s]
ELBO: -21819.8: 20%|## | 2007/10000 [02:02<08:18, 16.03it/s]
ELBO: -21875.9: 20%|## | 2008/10000 [02:02<08:18, 16.03it/s]
ELBO: -21875.9: 20%|## | 2009/10000 [02:02<07:39, 17.38it/s]
ELBO: -21822.6: 20%|## | 2009/10000 [02:02<07:39, 17.38it/s]
ELBO: -21800.9: 20%|## | 2010/10000 [02:02<07:39, 17.38it/s]
ELBO: -21800.9: 20%|## | 2011/10000 [02:02<08:27, 15.74it/s]
ELBO: -21761.5: 20%|## | 2011/10000 [02:02<08:27, 15.74it/s]
ELBO: -21810.0: 20%|## | 2012/10000 [02:03<08:27, 15.74it/s]
ELBO: -21768.0: 20%|## | 2013/10000 [02:03<08:27, 15.74it/s]
ELBO: -21768.0: 20%|## | 2014/10000 [02:03<08:49, 15.07it/s]
ELBO: -21799.4: 20%|## | 2014/10000 [02:03<08:49, 15.07it/s]
ELBO: -21785.5: 20%|## | 2015/10000 [02:03<08:49, 15.07it/s]
ELBO: -21751.5: 20%|## | 2016/10000 [02:03<08:49, 15.07it/s]
ELBO: -21751.5: 20%|## | 2017/10000 [02:03<08:01, 16.58it/s]
ELBO: -21765.1: 20%|## | 2017/10000 [02:03<08:01, 16.58it/s]
ELBO: -21848.1: 20%|## | 2018/10000 [02:03<08:01, 16.58it/s]
ELBO: -21848.1: 20%|## | 2019/10000 [02:03<08:43, 15.24it/s]
ELBO: -21823.3: 20%|## | 2019/10000 [02:03<08:43, 15.24it/s]
ELBO: -21844.8: 20%|## | 2020/10000 [02:03<08:43, 15.24it/s]
ELBO: -21781.1: 20%|## | 2021/10000 [02:03<08:43, 15.24it/s]
ELBO: -21781.1: 20%|## | 2022/10000 [02:03<07:56, 16.75it/s]
ELBO: -21788.0: 20%|## | 2022/10000 [02:03<07:56, 16.75it/s]
ELBO: -21746.0: 20%|## | 2023/10000 [02:03<07:56, 16.75it/s]
ELBO: -21746.0: 20%|## | 2024/10000 [02:03<08:42, 15.27it/s]
ELBO: -21793.7: 20%|## | 2024/10000 [02:03<08:42, 15.27it/s]
ELBO: -21841.5: 20%|## | 2025/10000 [02:03<08:42, 15.27it/s]
ELBO: -21805.9: 20%|## | 2026/10000 [02:03<08:42, 15.27it/s]
ELBO: -21805.9: 20%|## | 2027/10000 [02:03<07:55, 16.77it/s]
ELBO: -21752.1: 20%|## | 2027/10000 [02:04<07:55, 16.77it/s]
ELBO: -21716.4: 20%|## | 2028/10000 [02:04<07:55, 16.77it/s]
ELBO: -21716.4: 20%|## | 2029/10000 [02:04<08:40, 15.31it/s]
ELBO: -21771.9: 20%|## | 2029/10000 [02:04<08:40, 15.31it/s]
ELBO: -21793.7: 20%|## | 2030/10000 [02:04<08:40, 15.31it/s]
ELBO: -21743.6: 20%|## | 2031/10000 [02:04<08:40, 15.31it/s]
ELBO: -21743.6: 20%|## | 2032/10000 [02:04<08:56, 14.86it/s]
ELBO: -21721.8: 20%|## | 2032/10000 [02:04<08:56, 14.86it/s]
ELBO: -21797.9: 20%|## | 2033/10000 [02:04<08:56, 14.86it/s]
ELBO: -21792.6: 20%|## | 2034/10000 [02:04<08:56, 14.86it/s]
ELBO: -21792.6: 20%|## | 2035/10000 [02:04<08:05, 16.40it/s]
ELBO: -21701.7: 20%|## | 2035/10000 [02:04<08:05, 16.40it/s]
ELBO: -21751.9: 20%|## | 2036/10000 [02:04<08:05, 16.40it/s]
ELBO: -21751.9: 20%|## | 2037/10000 [02:04<08:46, 15.12it/s]
ELBO: -21700.6: 20%|## | 2037/10000 [02:04<08:46, 15.12it/s]
ELBO: -21823.6: 20%|## | 2038/10000 [02:04<08:46, 15.12it/s]
ELBO: -21650.8: 20%|## | 2039/10000 [02:04<08:46, 15.12it/s]
ELBO: -21650.8: 20%|## | 2040/10000 [02:04<07:57, 16.68it/s]
ELBO: -21722.4: 20%|## | 2040/10000 [02:04<07:57, 16.68it/s]
ELBO: -21767.9: 20%|## | 2041/10000 [02:04<07:57, 16.68it/s]
ELBO: -21767.9: 20%|## | 2042/10000 [02:04<08:41, 15.25it/s]
ELBO: -21715.4: 20%|## | 2042/10000 [02:04<08:41, 15.25it/s]
ELBO: -21696.7: 20%|## | 2043/10000 [02:04<08:41, 15.25it/s]
ELBO: -21710.3: 20%|## | 2044/10000 [02:05<08:41, 15.25it/s]
ELBO: -21710.3: 20%|## | 2045/10000 [02:05<07:52, 16.82it/s]
ELBO: -21765.5: 20%|## | 2045/10000 [02:05<07:52, 16.82it/s]
ELBO: -21739.3: 20%|## | 2046/10000 [02:05<07:52, 16.82it/s]
ELBO: -21739.3: 20%|## | 2047/10000 [02:05<08:39, 15.31it/s]
ELBO: -21726.7: 20%|## | 2047/10000 [02:05<08:39, 15.31it/s]
ELBO: -21657.1: 20%|## | 2048/10000 [02:05<08:39, 15.31it/s]
ELBO: -21650.9: 20%|## | 2049/10000 [02:05<08:39, 15.31it/s]
ELBO: -21650.9: 20%|## | 2050/10000 [02:05<08:57, 14.80it/s]
ELBO: -21757.3: 20%|## | 2050/10000 [02:05<08:57, 14.80it/s]
ELBO: -21782.1: 21%|## | 2051/10000 [02:05<08:57, 14.80it/s]
ELBO: -21789.6: 21%|## | 2052/10000 [02:05<08:57, 14.80it/s]
ELBO: -21789.6: 21%|## | 2053/10000 [02:05<08:04, 16.41it/s]
ELBO: -21714.4: 21%|## | 2053/10000 [02:05<08:04, 16.41it/s]
ELBO: -21695.3: 21%|## | 2054/10000 [02:05<08:04, 16.41it/s]
ELBO: -21695.3: 21%|## | 2055/10000 [02:05<08:44, 15.15it/s]
ELBO: -21758.9: 21%|## | 2055/10000 [02:05<08:44, 15.15it/s]
ELBO: -21677.1: 21%|## | 2056/10000 [02:05<08:44, 15.15it/s]
ELBO: -21714.9: 21%|## | 2057/10000 [02:05<08:44, 15.15it/s]
ELBO: -21714.9: 21%|## | 2058/10000 [02:05<07:55, 16.69it/s]
ELBO: -21757.3: 21%|## | 2058/10000 [02:05<07:55, 16.69it/s]
ELBO: -21735.9: 21%|## | 2059/10000 [02:06<07:55, 16.69it/s]
ELBO: -21735.9: 21%|## | 2060/10000 [02:06<08:41, 15.23it/s]
ELBO: -21634.5: 21%|## | 2060/10000 [02:06<08:41, 15.23it/s]
ELBO: -21685.4: 21%|## | 2061/10000 [02:06<08:41, 15.23it/s]
ELBO: -21694.3: 21%|## | 2062/10000 [02:06<08:41, 15.23it/s]
ELBO: -21694.3: 21%|## | 2063/10000 [02:06<07:53, 16.77it/s]
ELBO: -21744.3: 21%|## | 2063/10000 [02:06<07:53, 16.77it/s]
ELBO: -21650.2: 21%|## | 2064/10000 [02:06<07:53, 16.77it/s]
ELBO: -21650.2: 21%|## | 2065/10000 [02:06<08:38, 15.31it/s]
ELBO: -21654.9: 21%|## | 2065/10000 [02:06<08:38, 15.31it/s]
ELBO: -21736.5: 21%|## | 2066/10000 [02:06<08:38, 15.31it/s]
ELBO: -21703.6: 21%|## | 2067/10000 [02:06<08:38, 15.31it/s]
ELBO: -21703.6: 21%|## | 2068/10000 [02:06<08:55, 14.80it/s]
ELBO: -21600.5: 21%|## | 2068/10000 [02:06<08:55, 14.80it/s]
ELBO: -21732.0: 21%|## | 2069/10000 [02:06<08:55, 14.80it/s]
ELBO: -21754.9: 21%|## | 2070/10000 [02:06<08:55, 14.80it/s]
ELBO: -21754.9: 21%|## | 2071/10000 [02:06<08:05, 16.34it/s]
ELBO: -21723.6: 21%|## | 2071/10000 [02:06<08:05, 16.34it/s]
ELBO: -21576.1: 21%|## | 2072/10000 [02:06<08:05, 16.34it/s]
ELBO: -21576.1: 21%|## | 2073/10000 [02:06<08:46, 15.07it/s]
ELBO: -21646.1: 21%|## | 2073/10000 [02:06<08:46, 15.07it/s]
ELBO: -21675.4: 21%|## | 2074/10000 [02:06<08:46, 15.07it/s]
ELBO: -21752.3: 21%|## | 2075/10000 [02:07<08:46, 15.07it/s]
ELBO: -21752.3: 21%|## | 2076/10000 [02:07<07:59, 16.54it/s]
ELBO: -21701.4: 21%|## | 2076/10000 [02:07<07:59, 16.54it/s]
ELBO: -21726.0: 21%|## | 2077/10000 [02:07<07:59, 16.54it/s]
ELBO: -21726.0: 21%|## | 2078/10000 [02:07<08:45, 15.07it/s]
ELBO: -21586.3: 21%|## | 2078/10000 [02:07<08:45, 15.07it/s]
ELBO: -21630.9: 21%|## | 2079/10000 [02:07<08:45, 15.07it/s]
ELBO: -21628.8: 21%|## | 2080/10000 [02:07<08:45, 15.07it/s]
ELBO: -21628.8: 21%|## | 2081/10000 [02:07<07:54, 16.69it/s]
ELBO: -21610.8: 21%|## | 2081/10000 [02:07<07:54, 16.69it/s]
ELBO: -21692.5: 21%|## | 2082/10000 [02:07<07:54, 16.69it/s]
ELBO: -21692.5: 21%|## | 2083/10000 [02:07<08:41, 15.18it/s]
ELBO: -21688.9: 21%|## | 2083/10000 [02:07<08:41, 15.18it/s]
ELBO: -21681.2: 21%|## | 2086/10000 [02:07<08:41, 15.18it/s]
ELBO: -21659.3: 21%|## | 2087/10000 [02:07<08:41, 15.18it/s]
ELBO: -21659.3: 21%|## | 2088/10000 [02:07<07:16, 18.13it/s]
ELBO: -21683.7: 21%|## | 2088/10000 [02:07<07:16, 18.13it/s]
ELBO: -21652.9: 21%|## | 2089/10000 [02:07<07:16, 18.13it/s]
ELBO: -21563.7: 21%|## | 2090/10000 [02:07<07:16, 18.13it/s]
ELBO: -21563.7: 21%|## | 2091/10000 [02:07<07:00, 18.81it/s]
ELBO: -21663.4: 21%|## | 2091/10000 [02:07<07:00, 18.81it/s]
ELBO: -21658.9: 21%|## | 2092/10000 [02:08<07:00, 18.81it/s]
ELBO: -21658.9: 21%|## | 2093/10000 [02:08<07:51, 16.78it/s]
ELBO: -21546.0: 21%|## | 2093/10000 [02:08<07:51, 16.78it/s]
ELBO: -21638.8: 21%|## | 2094/10000 [02:08<07:51, 16.78it/s]
ELBO: -21557.7: 21%|## | 2095/10000 [02:08<07:51, 16.78it/s]
ELBO: -21557.7: 21%|## | 2096/10000 [02:08<07:21, 17.88it/s]
ELBO: -21620.8: 21%|## | 2096/10000 [02:08<07:21, 17.88it/s]
ELBO: -21673.0: 21%|## | 2097/10000 [02:08<07:21, 17.88it/s]
ELBO: -21673.0: 21%|## | 2098/10000 [02:08<08:12, 16.05it/s]
ELBO: -21594.1: 21%|## | 2098/10000 [02:08<08:12, 16.05it/s]
ELBO: -21576.6: 21%|## | 2099/10000 [02:08<08:12, 16.05it/s]
ELBO: -21716.4: 21%|##1 | 2100/10000 [02:08<08:12, 16.05it/s]
ELBO: -21716.4: 21%|##1 | 2101/10000 [02:08<07:36, 17.29it/s]
ELBO: -21628.5: 21%|##1 | 2101/10000 [02:08<07:36, 17.29it/s]
ELBO: -21622.6: 21%|##1 | 2102/10000 [02:08<07:36, 17.29it/s]
ELBO: -21622.6: 21%|##1 | 2103/10000 [02:08<08:23, 15.67it/s]
ELBO: -21623.4: 21%|##1 | 2103/10000 [02:08<08:23, 15.67it/s]
ELBO: -21668.7: 21%|##1 | 2104/10000 [02:08<08:23, 15.67it/s]
ELBO: -21622.6: 21%|##1 | 2105/10000 [02:08<08:23, 15.67it/s]
ELBO: -21622.6: 21%|##1 | 2106/10000 [02:08<08:44, 15.05it/s]
ELBO: -21643.2: 21%|##1 | 2106/10000 [02:08<08:44, 15.05it/s]
ELBO: -21613.5: 21%|##1 | 2107/10000 [02:08<08:44, 15.05it/s]
ELBO: -21623.2: 21%|##1 | 2108/10000 [02:09<08:44, 15.05it/s]
ELBO: -21623.2: 21%|##1 | 2109/10000 [02:09<07:57, 16.53it/s]
ELBO: -21657.4: 21%|##1 | 2109/10000 [02:09<07:57, 16.53it/s]
ELBO: -21571.7: 21%|##1 | 2110/10000 [02:09<07:57, 16.53it/s]
ELBO: -21571.7: 21%|##1 | 2111/10000 [02:09<08:38, 15.20it/s]
ELBO: -21629.4: 21%|##1 | 2111/10000 [02:09<08:38, 15.20it/s]
ELBO: -21656.7: 21%|##1 | 2112/10000 [02:09<08:38, 15.20it/s]
ELBO: -21639.5: 21%|##1 | 2113/10000 [02:09<08:38, 15.20it/s]
ELBO: -21639.5: 21%|##1 | 2114/10000 [02:09<07:51, 16.74it/s]
ELBO: -21579.3: 21%|##1 | 2114/10000 [02:09<07:51, 16.74it/s]
ELBO: -21560.4: 21%|##1 | 2115/10000 [02:09<07:51, 16.74it/s]
ELBO: -21560.4: 21%|##1 | 2116/10000 [02:09<08:35, 15.28it/s]
ELBO: -21568.4: 21%|##1 | 2116/10000 [02:09<08:35, 15.28it/s]
ELBO: -21572.0: 21%|##1 | 2117/10000 [02:09<08:35, 15.28it/s]
ELBO: -21628.7: 21%|##1 | 2118/10000 [02:09<08:35, 15.28it/s]
ELBO: -21628.7: 21%|##1 | 2119/10000 [02:09<07:49, 16.80it/s]
ELBO: -21624.7: 21%|##1 | 2119/10000 [02:09<07:49, 16.80it/s]
ELBO: -21525.3: 21%|##1 | 2120/10000 [02:09<07:49, 16.80it/s]
ELBO: -21525.3: 21%|##1 | 2121/10000 [02:09<08:35, 15.29it/s]
ELBO: -21574.9: 21%|##1 | 2121/10000 [02:09<08:35, 15.29it/s]
ELBO: -21597.0: 21%|##1 | 2122/10000 [02:09<08:35, 15.29it/s]
ELBO: -21552.7: 21%|##1 | 2123/10000 [02:10<08:35, 15.29it/s]
ELBO: -21552.7: 21%|##1 | 2124/10000 [02:10<08:50, 14.84it/s]
ELBO: -21617.0: 21%|##1 | 2124/10000 [02:10<08:50, 14.84it/s]
ELBO: -21605.9: 21%|##1 | 2125/10000 [02:10<08:50, 14.84it/s]
ELBO: -21530.9: 21%|##1 | 2126/10000 [02:10<08:50, 14.84it/s]
ELBO: -21530.9: 21%|##1 | 2127/10000 [02:10<08:00, 16.38it/s]
ELBO: -21579.9: 21%|##1 | 2127/10000 [02:10<08:00, 16.38it/s]
ELBO: -21562.7: 21%|##1 | 2128/10000 [02:10<08:00, 16.38it/s]
ELBO: -21562.7: 21%|##1 | 2129/10000 [02:10<08:42, 15.06it/s]
ELBO: -21564.0: 21%|##1 | 2129/10000 [02:10<08:42, 15.06it/s]
ELBO: -21558.7: 21%|##1 | 2130/10000 [02:10<08:42, 15.06it/s]
ELBO: -21586.6: 21%|##1 | 2131/10000 [02:10<08:42, 15.06it/s]
ELBO: -21586.6: 21%|##1 | 2132/10000 [02:10<07:53, 16.61it/s]
ELBO: -21529.4: 21%|##1 | 2132/10000 [02:10<07:53, 16.61it/s]
ELBO: -21522.0: 21%|##1 | 2133/10000 [02:10<07:53, 16.61it/s]
ELBO: -21522.0: 21%|##1 | 2134/10000 [02:10<08:38, 15.18it/s]
ELBO: -21600.6: 21%|##1 | 2134/10000 [02:10<08:38, 15.18it/s]
ELBO: -21635.5: 21%|##1 | 2135/10000 [02:10<08:38, 15.18it/s]
ELBO: -21542.4: 21%|##1 | 2136/10000 [02:10<08:38, 15.18it/s]
ELBO: -21542.4: 21%|##1 | 2137/10000 [02:10<07:49, 16.75it/s]
ELBO: -21563.3: 21%|##1 | 2137/10000 [02:10<07:49, 16.75it/s]
ELBO: -21590.2: 21%|##1 | 2138/10000 [02:10<07:49, 16.75it/s]
ELBO: -21590.2: 21%|##1 | 2139/10000 [02:10<08:33, 15.31it/s]
ELBO: -21570.8: 21%|##1 | 2139/10000 [02:10<08:33, 15.31it/s]
ELBO: -21518.5: 21%|##1 | 2140/10000 [02:11<08:33, 15.31it/s]
ELBO: -21517.5: 21%|##1 | 2141/10000 [02:11<08:33, 15.31it/s]
ELBO: -21517.5: 21%|##1 | 2142/10000 [02:11<08:49, 14.84it/s]
ELBO: -21492.5: 21%|##1 | 2142/10000 [02:11<08:49, 14.84it/s]
ELBO: -21535.5: 21%|##1 | 2143/10000 [02:11<08:49, 14.84it/s]
ELBO: -21526.4: 21%|##1 | 2144/10000 [02:11<08:49, 14.84it/s]
ELBO: -21526.4: 21%|##1 | 2145/10000 [02:11<07:58, 16.42it/s]
ELBO: -21566.1: 21%|##1 | 2145/10000 [02:11<07:58, 16.42it/s]
ELBO: -21540.1: 21%|##1 | 2146/10000 [02:11<07:58, 16.42it/s]
ELBO: -21540.1: 21%|##1 | 2147/10000 [02:11<08:38, 15.13it/s]
ELBO: -21552.4: 21%|##1 | 2147/10000 [02:11<08:38, 15.13it/s]
ELBO: -21548.1: 21%|##1 | 2148/10000 [02:11<08:38, 15.13it/s]
ELBO: -21539.6: 21%|##1 | 2149/10000 [02:11<08:38, 15.13it/s]
ELBO: -21539.6: 22%|##1 | 2150/10000 [02:11<07:50, 16.70it/s]
ELBO: -21473.4: 22%|##1 | 2150/10000 [02:11<07:50, 16.70it/s]
ELBO: -21574.7: 22%|##1 | 2151/10000 [02:11<07:49, 16.70it/s]
ELBO: -21574.7: 22%|##1 | 2152/10000 [02:11<08:35, 15.24it/s]
ELBO: -21520.4: 22%|##1 | 2152/10000 [02:11<08:35, 15.24it/s]
ELBO: -21532.6: 22%|##1 | 2153/10000 [02:11<08:34, 15.24it/s]
ELBO: -21557.9: 22%|##1 | 2154/10000 [02:11<08:34, 15.24it/s]
ELBO: -21557.9: 22%|##1 | 2155/10000 [02:11<07:46, 16.82it/s]
ELBO: -21523.5: 22%|##1 | 2155/10000 [02:12<07:46, 16.82it/s]
ELBO: -21551.3: 22%|##1 | 2156/10000 [02:12<07:46, 16.82it/s]
ELBO: -21551.3: 22%|##1 | 2157/10000 [02:12<08:32, 15.31it/s]
ELBO: -21554.7: 22%|##1 | 2157/10000 [02:12<08:32, 15.31it/s]
ELBO: -21542.5: 22%|##1 | 2158/10000 [02:12<08:32, 15.31it/s]
ELBO: -21524.6: 22%|##1 | 2159/10000 [02:12<08:32, 15.31it/s]
ELBO: -21524.6: 22%|##1 | 2160/10000 [02:12<08:47, 14.85it/s]
ELBO: -21573.5: 22%|##1 | 2160/10000 [02:12<08:47, 14.85it/s]
ELBO: -21532.9: 22%|##1 | 2161/10000 [02:12<08:47, 14.85it/s]
ELBO: -21543.4: 22%|##1 | 2162/10000 [02:12<08:47, 14.85it/s]
ELBO: -21543.4: 22%|##1 | 2163/10000 [02:12<07:57, 16.43it/s]
ELBO: -21517.3: 22%|##1 | 2163/10000 [02:12<07:57, 16.43it/s]
ELBO: -21516.1: 22%|##1 | 2164/10000 [02:12<07:57, 16.43it/s]
ELBO: -21516.1: 22%|##1 | 2165/10000 [02:12<08:37, 15.15it/s]
ELBO: -21433.0: 22%|##1 | 2165/10000 [02:12<08:37, 15.15it/s]
ELBO: -21445.8: 22%|##1 | 2166/10000 [02:12<08:37, 15.15it/s]
ELBO: -21489.7: 22%|##1 | 2167/10000 [02:12<08:36, 15.15it/s]
ELBO: -21489.7: 22%|##1 | 2168/10000 [02:12<07:50, 16.64it/s]
ELBO: -21443.5: 22%|##1 | 2168/10000 [02:12<07:50, 16.64it/s]
ELBO: -21562.2: 22%|##1 | 2169/10000 [02:12<07:50, 16.64it/s]
ELBO: -21562.2: 22%|##1 | 2170/10000 [02:12<08:35, 15.20it/s]
ELBO: -21541.3: 22%|##1 | 2170/10000 [02:12<08:35, 15.20it/s]
ELBO: -21488.3: 22%|##1 | 2171/10000 [02:13<08:35, 15.20it/s]
ELBO: -21483.6: 22%|##1 | 2172/10000 [02:13<08:35, 15.20it/s]
ELBO: -21483.6: 22%|##1 | 2173/10000 [02:13<07:46, 16.76it/s]
ELBO: -21416.9: 22%|##1 | 2173/10000 [02:13<07:46, 16.76it/s]
ELBO: -21467.6: 22%|##1 | 2174/10000 [02:13<07:46, 16.76it/s]
ELBO: -21467.6: 22%|##1 | 2175/10000 [02:13<08:29, 15.36it/s]
ELBO: -21466.1: 22%|##1 | 2175/10000 [02:13<08:29, 15.36it/s]
ELBO: -21451.6: 22%|##1 | 2178/10000 [02:13<08:29, 15.36it/s]
ELBO: -21493.3: 22%|##1 | 2179/10000 [02:13<08:29, 15.36it/s]
ELBO: -21493.3: 22%|##1 | 2180/10000 [02:13<07:08, 18.26it/s]
ELBO: -21498.9: 22%|##1 | 2180/10000 [02:13<07:08, 18.26it/s]
ELBO: -21427.7: 22%|##1 | 2181/10000 [02:13<07:08, 18.26it/s]
ELBO: -21506.1: 22%|##1 | 2182/10000 [02:13<07:08, 18.26it/s]
ELBO: -21506.1: 22%|##1 | 2183/10000 [02:13<06:53, 18.90it/s]
ELBO: -21525.6: 22%|##1 | 2183/10000 [02:13<06:53, 18.90it/s]
ELBO: -21465.2: 22%|##1 | 2184/10000 [02:13<06:53, 18.90it/s]
ELBO: -21465.2: 22%|##1 | 2185/10000 [02:13<07:46, 16.76it/s]
ELBO: -21467.6: 22%|##1 | 2185/10000 [02:13<07:46, 16.76it/s]
ELBO: -21445.3: 22%|##1 | 2186/10000 [02:13<07:46, 16.76it/s]
ELBO: -21476.6: 22%|##1 | 2187/10000 [02:13<07:46, 16.76it/s]
ELBO: -21476.6: 22%|##1 | 2188/10000 [02:13<07:18, 17.83it/s]
ELBO: -21469.8: 22%|##1 | 2188/10000 [02:14<07:18, 17.83it/s]
ELBO: -21420.7: 22%|##1 | 2189/10000 [02:14<07:17, 17.83it/s]
ELBO: -21420.7: 22%|##1 | 2190/10000 [02:14<08:07, 16.02it/s]
ELBO: -21420.2: 22%|##1 | 2190/10000 [02:14<08:07, 16.02it/s]
ELBO: -21371.7: 22%|##1 | 2191/10000 [02:14<08:07, 16.02it/s]
ELBO: -21406.2: 22%|##1 | 2192/10000 [02:14<08:07, 16.02it/s]
ELBO: -21406.2: 22%|##1 | 2193/10000 [02:14<07:29, 17.36it/s]
ELBO: -21430.4: 22%|##1 | 2193/10000 [02:14<07:29, 17.36it/s]
ELBO: -21433.3: 22%|##1 | 2194/10000 [02:14<07:29, 17.36it/s]
ELBO: -21433.3: 22%|##1 | 2195/10000 [02:14<08:16, 15.72it/s]
ELBO: -21370.5: 22%|##1 | 2195/10000 [02:14<08:16, 15.72it/s]
ELBO: -21446.7: 22%|##1 | 2196/10000 [02:14<08:16, 15.72it/s]
ELBO: -21357.2: 22%|##1 | 2197/10000 [02:14<08:16, 15.72it/s]
ELBO: -21357.2: 22%|##1 | 2198/10000 [02:14<08:36, 15.12it/s]
ELBO: -21334.9: 22%|##1 | 2198/10000 [02:14<08:36, 15.12it/s]
ELBO: -21419.9: 22%|##1 | 2199/10000 [02:14<08:36, 15.12it/s]
ELBO: -21427.5: 22%|##2 | 2200/10000 [02:14<08:36, 15.12it/s]
ELBO: -21427.5: 22%|##2 | 2201/10000 [02:14<07:52, 16.49it/s]
ELBO: -21474.9: 22%|##2 | 2201/10000 [02:14<07:52, 16.49it/s]
ELBO: -21375.4: 22%|##2 | 2202/10000 [02:14<07:52, 16.49it/s]
ELBO: -21375.4: 22%|##2 | 2203/10000 [02:14<08:33, 15.17it/s]
ELBO: -21437.8: 22%|##2 | 2203/10000 [02:14<08:33, 15.17it/s]
ELBO: -21421.7: 22%|##2 | 2204/10000 [02:15<08:33, 15.17it/s]
ELBO: -21418.6: 22%|##2 | 2205/10000 [02:15<08:33, 15.17it/s]
ELBO: -21418.6: 22%|##2 | 2206/10000 [02:15<07:46, 16.72it/s]
ELBO: -21432.6: 22%|##2 | 2206/10000 [02:15<07:46, 16.72it/s]
ELBO: -21453.8: 22%|##2 | 2207/10000 [02:15<07:46, 16.72it/s]
ELBO: -21453.8: 22%|##2 | 2208/10000 [02:15<08:30, 15.27it/s]
ELBO: -21453.7: 22%|##2 | 2208/10000 [02:15<08:30, 15.27it/s]
ELBO: -21420.2: 22%|##2 | 2209/10000 [02:15<08:30, 15.27it/s]
ELBO: -21445.9: 22%|##2 | 2210/10000 [02:15<08:30, 15.27it/s]
ELBO: -21445.9: 22%|##2 | 2211/10000 [02:15<07:42, 16.84it/s]
ELBO: -21367.6: 22%|##2 | 2211/10000 [02:15<07:42, 16.84it/s]
ELBO: -21402.7: 22%|##2 | 2212/10000 [02:15<07:42, 16.84it/s]
ELBO: -21402.7: 22%|##2 | 2213/10000 [02:15<08:28, 15.33it/s]
ELBO: -21382.4: 22%|##2 | 2213/10000 [02:15<08:28, 15.33it/s]
ELBO: -21371.2: 22%|##2 | 2214/10000 [02:15<08:27, 15.33it/s]
ELBO: -21441.7: 22%|##2 | 2215/10000 [02:15<08:27, 15.33it/s]
ELBO: -21441.7: 22%|##2 | 2216/10000 [02:15<08:46, 14.77it/s]
ELBO: -21366.1: 22%|##2 | 2216/10000 [02:15<08:46, 14.77it/s]
ELBO: -21286.9: 22%|##2 | 2217/10000 [02:15<08:46, 14.77it/s]
ELBO: -21350.1: 22%|##2 | 2218/10000 [02:15<08:46, 14.77it/s]
ELBO: -21350.1: 22%|##2 | 2219/10000 [02:15<07:57, 16.31it/s]
ELBO: -21424.5: 22%|##2 | 2219/10000 [02:15<07:57, 16.31it/s]
ELBO: -21302.9: 22%|##2 | 2220/10000 [02:16<07:57, 16.31it/s]
ELBO: -21302.9: 22%|##2 | 2221/10000 [02:16<08:37, 15.03it/s]
ELBO: -21398.8: 22%|##2 | 2221/10000 [02:16<08:37, 15.03it/s]
ELBO: -21386.1: 22%|##2 | 2222/10000 [02:16<08:37, 15.03it/s]
ELBO: -21336.6: 22%|##2 | 2223/10000 [02:16<08:37, 15.03it/s]
ELBO: -21336.6: 22%|##2 | 2224/10000 [02:16<07:50, 16.54it/s]
ELBO: -21413.8: 22%|##2 | 2224/10000 [02:16<07:50, 16.54it/s]
ELBO: -21346.0: 22%|##2 | 2225/10000 [02:16<07:50, 16.54it/s]
ELBO: -21346.0: 22%|##2 | 2226/10000 [02:16<08:36, 15.06it/s]
ELBO: -21352.1: 22%|##2 | 2226/10000 [02:16<08:36, 15.06it/s]
ELBO: -21366.7: 22%|##2 | 2227/10000 [02:16<08:36, 15.06it/s]
ELBO: -21380.0: 22%|##2 | 2228/10000 [02:16<08:36, 15.06it/s]
ELBO: -21380.0: 22%|##2 | 2229/10000 [02:16<07:47, 16.64it/s]
ELBO: -21352.8: 22%|##2 | 2229/10000 [02:16<07:47, 16.64it/s]
ELBO: -21359.8: 22%|##2 | 2230/10000 [02:16<07:47, 16.64it/s]
ELBO: -21359.8: 22%|##2 | 2231/10000 [02:16<08:30, 15.21it/s]
ELBO: -21454.2: 22%|##2 | 2231/10000 [02:16<08:30, 15.21it/s]
ELBO: -21396.0: 22%|##2 | 2232/10000 [02:16<08:30, 15.21it/s]
ELBO: -21396.0: 22%|##2 | 2233/10000 [02:16<08:03, 16.06it/s]
ELBO: -21254.8: 22%|##2 | 2233/10000 [02:16<08:03, 16.06it/s]
ELBO: -21408.2: 22%|##2 | 2234/10000 [02:16<08:03, 16.06it/s]
ELBO: -21408.2: 22%|##2 | 2235/10000 [02:16<08:49, 14.68it/s]
ELBO: -21329.4: 22%|##2 | 2235/10000 [02:17<08:49, 14.68it/s]
ELBO: -21434.1: 22%|##2 | 2236/10000 [02:17<08:48, 14.68it/s]
ELBO: -21366.7: 22%|##2 | 2237/10000 [02:17<08:48, 14.68it/s]
ELBO: -21366.7: 22%|##2 | 2238/10000 [02:17<07:51, 16.47it/s]
ELBO: -21359.7: 22%|##2 | 2238/10000 [02:17<07:51, 16.47it/s]
ELBO: -21361.2: 22%|##2 | 2239/10000 [02:17<07:51, 16.47it/s]
ELBO: -21361.2: 22%|##2 | 2240/10000 [02:17<08:35, 15.07it/s]
ELBO: -21338.6: 22%|##2 | 2240/10000 [02:17<08:35, 15.07it/s]
ELBO: -21356.4: 22%|##2 | 2241/10000 [02:17<08:34, 15.07it/s]
ELBO: -21278.2: 22%|##2 | 2242/10000 [02:17<08:34, 15.07it/s]
ELBO: -21278.2: 22%|##2 | 2243/10000 [02:17<08:50, 14.62it/s]
ELBO: -21339.1: 22%|##2 | 2243/10000 [02:17<08:50, 14.62it/s]
ELBO: -21348.3: 22%|##2 | 2244/10000 [02:17<08:50, 14.62it/s]
ELBO: -21379.0: 22%|##2 | 2245/10000 [02:17<08:50, 14.62it/s]
ELBO: -21379.0: 22%|##2 | 2246/10000 [02:17<07:58, 16.22it/s]
ELBO: -21337.3: 22%|##2 | 2246/10000 [02:17<07:58, 16.22it/s]
ELBO: -21418.5: 22%|##2 | 2247/10000 [02:17<07:58, 16.22it/s]
ELBO: -21418.5: 22%|##2 | 2248/10000 [02:17<08:37, 14.97it/s]
ELBO: -21358.0: 22%|##2 | 2248/10000 [02:17<08:37, 14.97it/s]
ELBO: -21302.7: 22%|##2 | 2249/10000 [02:17<08:37, 14.97it/s]
ELBO: -21366.2: 22%|##2 | 2250/10000 [02:17<08:37, 14.97it/s]
ELBO: -21366.2: 23%|##2 | 2251/10000 [02:17<07:47, 16.59it/s]
ELBO: -21388.1: 23%|##2 | 2251/10000 [02:18<07:47, 16.59it/s]
ELBO: -21340.1: 23%|##2 | 2252/10000 [02:18<07:47, 16.59it/s]
ELBO: -21340.1: 23%|##2 | 2253/10000 [02:18<08:30, 15.17it/s]
ELBO: -21343.1: 23%|##2 | 2253/10000 [02:18<08:30, 15.17it/s]
ELBO: -21344.6: 23%|##2 | 2254/10000 [02:18<08:30, 15.17it/s]
ELBO: -21282.2: 23%|##2 | 2255/10000 [02:18<08:30, 15.17it/s]
ELBO: -21282.2: 23%|##2 | 2256/10000 [02:18<07:42, 16.73it/s]
ELBO: -21279.1: 23%|##2 | 2256/10000 [02:18<07:42, 16.73it/s]
ELBO: -21360.0: 23%|##2 | 2257/10000 [02:18<07:42, 16.73it/s]
ELBO: -21360.0: 23%|##2 | 2258/10000 [02:18<08:26, 15.29it/s]
ELBO: -21325.5: 23%|##2 | 2258/10000 [02:18<08:26, 15.29it/s]
ELBO: -21303.0: 23%|##2 | 2259/10000 [02:18<08:26, 15.29it/s]
ELBO: -21307.8: 23%|##2 | 2260/10000 [02:18<08:26, 15.29it/s]
ELBO: -21307.8: 23%|##2 | 2261/10000 [02:18<08:45, 14.74it/s]
ELBO: -21375.8: 23%|##2 | 2261/10000 [02:18<08:45, 14.74it/s]
ELBO: -21336.0: 23%|##2 | 2262/10000 [02:18<08:45, 14.74it/s]
ELBO: -21251.4: 23%|##2 | 2263/10000 [02:18<08:45, 14.74it/s]
ELBO: -21251.4: 23%|##2 | 2264/10000 [02:18<07:53, 16.34it/s]
ELBO: -21377.3: 23%|##2 | 2264/10000 [02:18<07:53, 16.34it/s]
ELBO: -21303.8: 23%|##2 | 2265/10000 [02:18<07:53, 16.34it/s]
ELBO: -21303.8: 23%|##2 | 2266/10000 [02:18<08:31, 15.12it/s]
ELBO: -21380.6: 23%|##2 | 2266/10000 [02:18<08:31, 15.12it/s]
ELBO: -21346.3: 23%|##2 | 2267/10000 [02:19<08:31, 15.12it/s]
ELBO: -21287.5: 23%|##2 | 2268/10000 [02:19<08:31, 15.12it/s]
ELBO: -21287.5: 23%|##2 | 2269/10000 [02:19<07:43, 16.67it/s]
ELBO: -21303.7: 23%|##2 | 2269/10000 [02:19<07:43, 16.67it/s]
ELBO: -21303.7: 23%|##2 | 2272/10000 [02:19<06:53, 18.68it/s]
ELBO: -21281.6: 23%|##2 | 2272/10000 [02:19<06:53, 18.68it/s]
ELBO: -21298.7: 23%|##2 | 2273/10000 [02:19<06:53, 18.68it/s]
ELBO: -21299.9: 23%|##2 | 2274/10000 [02:19<06:53, 18.68it/s]
ELBO: -21299.9: 23%|##2 | 2275/10000 [02:19<06:40, 19.31it/s]
ELBO: -21311.7: 23%|##2 | 2275/10000 [02:19<06:40, 19.31it/s]
ELBO: -21281.2: 23%|##2 | 2276/10000 [02:19<06:40, 19.31it/s]
ELBO: -21281.2: 23%|##2 | 2277/10000 [02:19<07:35, 16.97it/s]
ELBO: -21223.5: 23%|##2 | 2277/10000 [02:19<07:35, 16.97it/s]
ELBO: -21280.8: 23%|##2 | 2278/10000 [02:19<07:35, 16.97it/s]
ELBO: -21286.1: 23%|##2 | 2279/10000 [02:19<07:35, 16.97it/s]
ELBO: -21286.1: 23%|##2 | 2280/10000 [02:19<07:07, 18.05it/s]
ELBO: -21345.9: 23%|##2 | 2280/10000 [02:19<07:07, 18.05it/s]
ELBO: -21314.0: 23%|##2 | 2281/10000 [02:19<07:07, 18.05it/s]
ELBO: -21314.0: 23%|##2 | 2282/10000 [02:19<08:00, 16.05it/s]
ELBO: -21256.9: 23%|##2 | 2282/10000 [02:19<08:00, 16.05it/s]
ELBO: -21236.9: 23%|##2 | 2283/10000 [02:19<08:00, 16.05it/s]
ELBO: -21233.8: 23%|##2 | 2284/10000 [02:19<08:00, 16.05it/s]
ELBO: -21233.8: 23%|##2 | 2285/10000 [02:19<07:23, 17.40it/s]
ELBO: -21290.5: 23%|##2 | 2285/10000 [02:20<07:23, 17.40it/s]
ELBO: -21231.9: 23%|##2 | 2286/10000 [02:20<07:23, 17.40it/s]
ELBO: -21231.9: 23%|##2 | 2287/10000 [02:20<08:12, 15.67it/s]
ELBO: -21219.3: 23%|##2 | 2287/10000 [02:20<08:12, 15.67it/s]
ELBO: -21278.2: 23%|##2 | 2288/10000 [02:20<08:12, 15.67it/s]
ELBO: -21231.4: 23%|##2 | 2289/10000 [02:20<08:11, 15.67it/s]
ELBO: -21231.4: 23%|##2 | 2290/10000 [02:20<08:31, 15.09it/s]
ELBO: -21263.0: 23%|##2 | 2290/10000 [02:20<08:31, 15.09it/s]
ELBO: -21249.0: 23%|##2 | 2291/10000 [02:20<08:30, 15.09it/s]
ELBO: -21302.9: 23%|##2 | 2292/10000 [02:20<08:30, 15.09it/s]
ELBO: -21302.9: 23%|##2 | 2293/10000 [02:20<07:46, 16.54it/s]
ELBO: -21236.9: 23%|##2 | 2293/10000 [02:20<07:46, 16.54it/s]
ELBO: -21275.2: 23%|##2 | 2294/10000 [02:20<07:45, 16.54it/s]
ELBO: -21275.2: 23%|##2 | 2295/10000 [02:20<08:27, 15.18it/s]
ELBO: -21207.0: 23%|##2 | 2295/10000 [02:20<08:27, 15.18it/s]
ELBO: -21283.0: 23%|##2 | 2296/10000 [02:20<08:27, 15.18it/s]
ELBO: -21227.6: 23%|##2 | 2297/10000 [02:20<08:27, 15.18it/s]
ELBO: -21227.6: 23%|##2 | 2298/10000 [02:20<07:42, 16.65it/s]
ELBO: -21225.1: 23%|##2 | 2298/10000 [02:20<07:42, 16.65it/s]
ELBO: -21259.7: 23%|##2 | 2299/10000 [02:20<07:42, 16.65it/s]
ELBO: -21259.7: 23%|##3 | 2300/10000 [02:20<08:26, 15.19it/s]
ELBO: -21176.8: 23%|##3 | 2300/10000 [02:21<08:26, 15.19it/s]
ELBO: -21201.7: 23%|##3 | 2301/10000 [02:21<08:26, 15.19it/s]
ELBO: -21287.2: 23%|##3 | 2302/10000 [02:21<08:26, 15.19it/s]
ELBO: -21287.2: 23%|##3 | 2303/10000 [02:21<07:42, 16.65it/s]
ELBO: -21212.5: 23%|##3 | 2303/10000 [02:21<07:42, 16.65it/s]
ELBO: -21243.6: 23%|##3 | 2304/10000 [02:21<07:42, 16.65it/s]
ELBO: -21243.6: 23%|##3 | 2305/10000 [02:21<08:24, 15.25it/s]
ELBO: -21256.8: 23%|##3 | 2305/10000 [02:21<08:24, 15.25it/s]
ELBO: -21236.6: 23%|##3 | 2306/10000 [02:21<08:24, 15.25it/s]
ELBO: -21291.6: 23%|##3 | 2307/10000 [02:21<08:24, 15.25it/s]
ELBO: -21291.6: 23%|##3 | 2308/10000 [02:21<08:40, 14.78it/s]
ELBO: -21241.4: 23%|##3 | 2308/10000 [02:21<08:40, 14.78it/s]
ELBO: -21218.1: 23%|##3 | 2309/10000 [02:21<08:40, 14.78it/s]
ELBO: -21271.8: 23%|##3 | 2310/10000 [02:21<08:40, 14.78it/s]
ELBO: -21271.8: 23%|##3 | 2311/10000 [02:21<07:51, 16.31it/s]
ELBO: -21186.7: 23%|##3 | 2311/10000 [02:21<07:51, 16.31it/s]
ELBO: -21209.0: 23%|##3 | 2312/10000 [02:21<07:51, 16.31it/s]
ELBO: -21209.0: 23%|##3 | 2313/10000 [02:21<08:31, 15.04it/s]
ELBO: -21209.3: 23%|##3 | 2313/10000 [02:21<08:31, 15.04it/s]
ELBO: -21286.2: 23%|##3 | 2314/10000 [02:21<08:30, 15.04it/s]
ELBO: -21195.8: 23%|##3 | 2315/10000 [02:21<08:30, 15.04it/s]
ELBO: -21195.8: 23%|##3 | 2316/10000 [02:21<07:43, 16.56it/s]
ELBO: -21202.7: 23%|##3 | 2316/10000 [02:22<07:43, 16.56it/s]
ELBO: -21172.0: 23%|##3 | 2317/10000 [02:22<07:43, 16.56it/s]
ELBO: -21172.0: 23%|##3 | 2318/10000 [02:22<08:30, 15.06it/s]
ELBO: -21223.6: 23%|##3 | 2318/10000 [02:22<08:30, 15.06it/s]
ELBO: -21214.3: 23%|##3 | 2319/10000 [02:22<08:30, 15.06it/s]
ELBO: -21214.3: 23%|##3 | 2320/10000 [02:22<07:57, 16.07it/s]
ELBO: -21139.5: 23%|##3 | 2320/10000 [02:22<07:57, 16.07it/s]
ELBO: -21217.4: 23%|##3 | 2321/10000 [02:22<07:57, 16.07it/s]
ELBO: -21217.4: 23%|##3 | 2322/10000 [02:22<08:42, 14.71it/s]
ELBO: -21172.0: 23%|##3 | 2322/10000 [02:22<08:42, 14.71it/s]
ELBO: -21141.4: 23%|##3 | 2323/10000 [02:22<08:41, 14.71it/s]
ELBO: -21247.3: 23%|##3 | 2324/10000 [02:22<08:41, 14.71it/s]
ELBO: -21247.3: 23%|##3 | 2325/10000 [02:22<07:46, 16.45it/s]
ELBO: -21182.0: 23%|##3 | 2325/10000 [02:22<07:46, 16.45it/s]
ELBO: -21144.5: 23%|##3 | 2326/10000 [02:22<07:46, 16.45it/s]
ELBO: -21144.5: 23%|##3 | 2327/10000 [02:22<08:31, 14.99it/s]
ELBO: -21212.8: 23%|##3 | 2327/10000 [02:22<08:31, 14.99it/s]
ELBO: -21289.4: 23%|##3 | 2328/10000 [02:22<08:31, 14.99it/s]
ELBO: -21149.3: 23%|##3 | 2329/10000 [02:22<08:31, 14.99it/s]
ELBO: -21149.3: 23%|##3 | 2330/10000 [02:22<07:39, 16.68it/s]
ELBO: -21231.2: 23%|##3 | 2330/10000 [02:22<07:39, 16.68it/s]
ELBO: -21202.4: 23%|##3 | 2331/10000 [02:23<07:39, 16.68it/s]
ELBO: -21202.4: 23%|##3 | 2332/10000 [02:23<08:24, 15.21it/s]
ELBO: -21079.8: 23%|##3 | 2332/10000 [02:23<08:24, 15.21it/s]
ELBO: -21181.9: 23%|##3 | 2333/10000 [02:23<08:24, 15.21it/s]
ELBO: -21166.1: 23%|##3 | 2334/10000 [02:23<08:24, 15.21it/s]
ELBO: -21166.1: 23%|##3 | 2335/10000 [02:23<08:40, 14.73it/s]
ELBO: -21194.8: 23%|##3 | 2335/10000 [02:23<08:40, 14.73it/s]
ELBO: -21187.3: 23%|##3 | 2336/10000 [02:23<08:40, 14.73it/s]
ELBO: -21201.4: 23%|##3 | 2337/10000 [02:23<08:40, 14.73it/s]
ELBO: -21201.4: 23%|##3 | 2338/10000 [02:23<07:49, 16.33it/s]
ELBO: -21201.4: 23%|##3 | 2338/10000 [02:23<07:49, 16.33it/s]
ELBO: -21156.7: 23%|##3 | 2339/10000 [02:23<07:49, 16.33it/s]
ELBO: -21156.7: 23%|##3 | 2340/10000 [02:23<08:29, 15.04it/s]
ELBO: -21121.4: 23%|##3 | 2340/10000 [02:23<08:29, 15.04it/s]
ELBO: -21161.8: 23%|##3 | 2341/10000 [02:23<08:29, 15.04it/s]
ELBO: -21150.5: 23%|##3 | 2342/10000 [02:23<08:29, 15.04it/s]
ELBO: -21150.5: 23%|##3 | 2343/10000 [02:23<07:40, 16.62it/s]
ELBO: -21173.3: 23%|##3 | 2343/10000 [02:23<07:40, 16.62it/s]
ELBO: -21161.5: 23%|##3 | 2344/10000 [02:23<07:40, 16.62it/s]
ELBO: -21161.5: 23%|##3 | 2345/10000 [02:23<08:26, 15.12it/s]
ELBO: -21103.0: 23%|##3 | 2345/10000 [02:23<08:26, 15.12it/s]
ELBO: -21081.6: 23%|##3 | 2346/10000 [02:23<08:26, 15.12it/s]
ELBO: -21192.3: 23%|##3 | 2347/10000 [02:23<08:26, 15.12it/s]
ELBO: -21192.3: 23%|##3 | 2348/10000 [02:23<07:37, 16.71it/s]
ELBO: -21140.1: 23%|##3 | 2348/10000 [02:24<07:37, 16.71it/s]
ELBO: -21133.7: 23%|##3 | 2349/10000 [02:24<07:37, 16.71it/s]
ELBO: -21133.7: 24%|##3 | 2350/10000 [02:24<08:21, 15.24it/s]
ELBO: -21128.6: 24%|##3 | 2350/10000 [02:24<08:21, 15.24it/s]
ELBO: -21136.3: 24%|##3 | 2351/10000 [02:24<08:21, 15.24it/s]
ELBO: -21109.3: 24%|##3 | 2352/10000 [02:24<08:21, 15.24it/s]
ELBO: -21109.3: 24%|##3 | 2353/10000 [02:24<08:38, 14.76it/s]
ELBO: -21174.3: 24%|##3 | 2353/10000 [02:24<08:38, 14.76it/s]
ELBO: -21130.4: 24%|##3 | 2354/10000 [02:24<08:38, 14.76it/s]
ELBO: -21139.9: 24%|##3 | 2355/10000 [02:24<08:38, 14.76it/s]
ELBO: -21139.9: 24%|##3 | 2356/10000 [02:24<07:47, 16.35it/s]
ELBO: -21151.5: 24%|##3 | 2356/10000 [02:24<07:47, 16.35it/s]
ELBO: -21061.3: 24%|##3 | 2357/10000 [02:24<07:47, 16.35it/s]
ELBO: -21061.3: 24%|##3 | 2358/10000 [02:24<08:25, 15.11it/s]
ELBO: -21225.9: 24%|##3 | 2358/10000 [02:24<08:25, 15.11it/s]
ELBO: -21101.2: 24%|##3 | 2359/10000 [02:24<08:25, 15.11it/s]
ELBO: -21119.5: 24%|##3 | 2360/10000 [02:24<08:25, 15.11it/s]
ELBO: -21119.5: 24%|##3 | 2361/10000 [02:24<07:40, 16.60it/s]
ELBO: -21166.9: 24%|##3 | 2361/10000 [02:24<07:40, 16.60it/s]
ELBO: -21097.5: 24%|##3 | 2362/10000 [02:24<07:40, 16.60it/s]
ELBO: -21097.5: 24%|##3 | 2363/10000 [02:24<08:25, 15.12it/s]
ELBO: -21146.3: 24%|##3 | 2363/10000 [02:25<08:25, 15.12it/s]
ELBO: -21108.1: 24%|##3 | 2364/10000 [02:25<08:25, 15.12it/s]
ELBO: -21133.7: 24%|##3 | 2365/10000 [02:25<08:24, 15.12it/s]
ELBO: -21133.7: 24%|##3 | 2366/10000 [02:25<07:37, 16.68it/s]
ELBO: -21037.6: 24%|##3 | 2366/10000 [02:25<07:37, 16.68it/s]
ELBO: -21125.8: 24%|##3 | 2367/10000 [02:25<07:37, 16.68it/s]
ELBO: -21125.8: 24%|##3 | 2368/10000 [02:25<08:25, 15.11it/s]
ELBO: -21028.5: 24%|##3 | 2368/10000 [02:25<08:25, 15.11it/s]
ELBO: -21061.9: 24%|##3 | 2371/10000 [02:25<08:24, 15.11it/s]
ELBO: -21093.7: 24%|##3 | 2372/10000 [02:25<08:24, 15.11it/s]
ELBO: -21093.7: 24%|##3 | 2373/10000 [02:25<07:01, 18.09it/s]
ELBO: -21181.6: 24%|##3 | 2373/10000 [02:25<07:01, 18.09it/s]
ELBO: -21040.4: 24%|##3 | 2374/10000 [02:25<07:01, 18.09it/s]
ELBO: -21040.4: 24%|##3 | 2375/10000 [02:25<06:53, 18.43it/s]
ELBO: -21147.7: 24%|##3 | 2375/10000 [02:25<06:53, 18.43it/s]
ELBO: -21133.2: 24%|##3 | 2376/10000 [02:25<06:53, 18.43it/s]
ELBO: -21090.3: 24%|##3 | 2377/10000 [02:25<06:53, 18.43it/s]
ELBO: -21090.3: 24%|##3 | 2378/10000 [02:25<07:35, 16.74it/s]
ELBO: -21015.9: 24%|##3 | 2378/10000 [02:25<07:35, 16.74it/s]
ELBO: -21087.4: 24%|##3 | 2379/10000 [02:25<07:35, 16.74it/s]
ELBO: -21089.6: 24%|##3 | 2380/10000 [02:25<07:35, 16.74it/s]
ELBO: -21089.6: 24%|##3 | 2381/10000 [02:25<07:07, 17.81it/s]
ELBO: -21112.4: 24%|##3 | 2381/10000 [02:26<07:07, 17.81it/s]
ELBO: -21042.3: 24%|##3 | 2382/10000 [02:26<07:07, 17.81it/s]
ELBO: -21042.3: 24%|##3 | 2383/10000 [02:26<07:54, 16.05it/s]
ELBO: -21100.3: 24%|##3 | 2383/10000 [02:26<07:54, 16.05it/s]
ELBO: -21024.2: 24%|##3 | 2384/10000 [02:26<07:54, 16.05it/s]
ELBO: -21066.6: 24%|##3 | 2385/10000 [02:26<07:54, 16.05it/s]
ELBO: -21066.6: 24%|##3 | 2386/10000 [02:26<07:18, 17.37it/s]
ELBO: -21117.5: 24%|##3 | 2386/10000 [02:26<07:18, 17.37it/s]
ELBO: -21032.7: 24%|##3 | 2387/10000 [02:26<07:18, 17.37it/s]
ELBO: -21032.7: 24%|##3 | 2388/10000 [02:26<08:05, 15.69it/s]
ELBO: -21102.8: 24%|##3 | 2388/10000 [02:26<08:05, 15.69it/s]
ELBO: -21087.4: 24%|##3 | 2389/10000 [02:26<08:05, 15.69it/s]
ELBO: -21094.4: 24%|##3 | 2390/10000 [02:26<08:04, 15.69it/s]
ELBO: -21094.4: 24%|##3 | 2391/10000 [02:26<08:26, 15.04it/s]
ELBO: -21068.6: 24%|##3 | 2391/10000 [02:26<08:26, 15.04it/s]
ELBO: -21030.5: 24%|##3 | 2392/10000 [02:26<08:25, 15.04it/s]
ELBO: -21030.5: 24%|##3 | 2393/10000 [02:26<08:25, 15.04it/s]
ELBO: -21030.5: 24%|##3 | 2394/10000 [02:26<07:39, 16.55it/s]
ELBO: -20967.1: 24%|##3 | 2394/10000 [02:26<07:39, 16.55it/s]
ELBO: -21120.8: 24%|##3 | 2395/10000 [02:26<07:39, 16.55it/s]
ELBO: -21120.8: 24%|##3 | 2396/10000 [02:26<08:22, 15.14it/s]
ELBO: -21066.8: 24%|##3 | 2396/10000 [02:27<08:22, 15.14it/s]
ELBO: -21068.0: 24%|##3 | 2397/10000 [02:27<08:22, 15.14it/s]
ELBO: -21079.5: 24%|##3 | 2398/10000 [02:27<08:22, 15.14it/s]
ELBO: -21079.5: 24%|##3 | 2399/10000 [02:27<07:35, 16.70it/s]
ELBO: -21010.8: 24%|##3 | 2399/10000 [02:27<07:35, 16.70it/s]
ELBO: -20986.8: 24%|##4 | 2400/10000 [02:27<07:35, 16.70it/s]
ELBO: -20986.8: 24%|##4 | 2401/10000 [02:27<08:17, 15.27it/s]
ELBO: -21030.6: 24%|##4 | 2401/10000 [02:27<08:17, 15.27it/s]
ELBO: -21056.8: 24%|##4 | 2402/10000 [02:27<08:17, 15.27it/s]
ELBO: -21001.9: 24%|##4 | 2403/10000 [02:27<08:17, 15.27it/s]
ELBO: -21001.9: 24%|##4 | 2404/10000 [02:27<07:30, 16.84it/s]
ELBO: -21026.2: 24%|##4 | 2404/10000 [02:27<07:30, 16.84it/s]
ELBO: -21159.5: 24%|##4 | 2405/10000 [02:27<07:30, 16.84it/s]
ELBO: -21159.5: 24%|##4 | 2406/10000 [02:27<08:20, 15.17it/s]
ELBO: -20978.4: 24%|##4 | 2406/10000 [02:27<08:20, 15.17it/s]
ELBO: -21057.0: 24%|##4 | 2407/10000 [02:27<08:20, 15.17it/s]
ELBO: -21106.7: 24%|##4 | 2408/10000 [02:27<08:20, 15.17it/s]
ELBO: -21106.7: 24%|##4 | 2409/10000 [02:27<08:35, 14.73it/s]
ELBO: -21029.6: 24%|##4 | 2409/10000 [02:27<08:35, 14.73it/s]
ELBO: -21058.2: 24%|##4 | 2410/10000 [02:27<08:35, 14.73it/s]
ELBO: -20973.2: 24%|##4 | 2411/10000 [02:27<08:35, 14.73it/s]
ELBO: -20973.2: 24%|##4 | 2412/10000 [02:27<07:45, 16.30it/s]
ELBO: -21122.1: 24%|##4 | 2412/10000 [02:28<07:45, 16.30it/s]
ELBO: -20988.6: 24%|##4 | 2413/10000 [02:28<07:45, 16.30it/s]
ELBO: -20988.6: 24%|##4 | 2414/10000 [02:28<08:23, 15.06it/s]
ELBO: -21087.1: 24%|##4 | 2414/10000 [02:28<08:23, 15.06it/s]
ELBO: -21003.5: 24%|##4 | 2415/10000 [02:28<08:23, 15.06it/s]
ELBO: -20997.2: 24%|##4 | 2416/10000 [02:28<08:23, 15.06it/s]
ELBO: -20997.2: 24%|##4 | 2417/10000 [02:28<07:37, 16.59it/s]
ELBO: -21030.2: 24%|##4 | 2417/10000 [02:28<07:37, 16.59it/s]
ELBO: -21010.2: 24%|##4 | 2418/10000 [02:28<07:37, 16.59it/s]
ELBO: -21010.2: 24%|##4 | 2419/10000 [02:28<08:21, 15.12it/s]
ELBO: -21018.3: 24%|##4 | 2419/10000 [02:28<08:21, 15.12it/s]
ELBO: -21076.0: 24%|##4 | 2420/10000 [02:28<08:21, 15.12it/s]
ELBO: -21067.3: 24%|##4 | 2421/10000 [02:28<08:21, 15.12it/s]
ELBO: -21067.3: 24%|##4 | 2422/10000 [02:28<07:34, 16.67it/s]
ELBO: -21003.5: 24%|##4 | 2422/10000 [02:28<07:34, 16.67it/s]
ELBO: -20977.3: 24%|##4 | 2423/10000 [02:28<07:34, 16.67it/s]
ELBO: -20977.3: 24%|##4 | 2424/10000 [02:28<08:17, 15.22it/s]
ELBO: -21000.0: 24%|##4 | 2424/10000 [02:28<08:17, 15.22it/s]
ELBO: -21024.1: 24%|##4 | 2425/10000 [02:28<08:17, 15.22it/s]
ELBO: -20995.9: 24%|##4 | 2426/10000 [02:28<08:17, 15.22it/s]
ELBO: -20995.9: 24%|##4 | 2427/10000 [02:28<08:33, 14.74it/s]
ELBO: -20969.9: 24%|##4 | 2427/10000 [02:29<08:33, 14.74it/s]
ELBO: -20988.1: 24%|##4 | 2428/10000 [02:29<08:33, 14.74it/s]
ELBO: -20993.4: 24%|##4 | 2429/10000 [02:29<08:33, 14.74it/s]
ELBO: -20993.4: 24%|##4 | 2430/10000 [02:29<07:45, 16.27it/s]
ELBO: -21000.7: 24%|##4 | 2430/10000 [02:29<07:45, 16.27it/s]
ELBO: -20995.2: 24%|##4 | 2431/10000 [02:29<07:45, 16.27it/s]
ELBO: -20995.2: 24%|##4 | 2432/10000 [02:29<08:24, 14.99it/s]
ELBO: -21030.2: 24%|##4 | 2432/10000 [02:29<08:24, 14.99it/s]
ELBO: -21019.2: 24%|##4 | 2433/10000 [02:29<08:24, 14.99it/s]
ELBO: -20983.9: 24%|##4 | 2434/10000 [02:29<08:24, 14.99it/s]
ELBO: -20983.9: 24%|##4 | 2435/10000 [02:29<07:36, 16.57it/s]
ELBO: -21057.7: 24%|##4 | 2435/10000 [02:29<07:36, 16.57it/s]
ELBO: -20983.4: 24%|##4 | 2436/10000 [02:29<07:36, 16.57it/s]
ELBO: -20983.4: 24%|##4 | 2437/10000 [02:29<08:18, 15.17it/s]
ELBO: -20955.1: 24%|##4 | 2437/10000 [02:29<08:18, 15.17it/s]
ELBO: -21042.5: 24%|##4 | 2438/10000 [02:29<08:18, 15.17it/s]
ELBO: -20949.1: 24%|##4 | 2439/10000 [02:29<08:18, 15.17it/s]
ELBO: -20949.1: 24%|##4 | 2440/10000 [02:29<07:34, 16.65it/s]
ELBO: -21015.3: 24%|##4 | 2440/10000 [02:29<07:34, 16.65it/s]
ELBO: -20981.0: 24%|##4 | 2441/10000 [02:29<07:34, 16.65it/s]
ELBO: -20981.0: 24%|##4 | 2442/10000 [02:29<08:17, 15.18it/s]
ELBO: -21031.4: 24%|##4 | 2442/10000 [02:29<08:17, 15.18it/s]
ELBO: -20988.7: 24%|##4 | 2443/10000 [02:30<08:17, 15.18it/s]
ELBO: -20955.4: 24%|##4 | 2444/10000 [02:30<08:17, 15.18it/s]
ELBO: -20955.4: 24%|##4 | 2445/10000 [02:30<08:32, 14.75it/s]
ELBO: -20936.2: 24%|##4 | 2445/10000 [02:30<08:32, 14.75it/s]
ELBO: -20944.8: 24%|##4 | 2446/10000 [02:30<08:32, 14.75it/s]
ELBO: -21005.4: 24%|##4 | 2447/10000 [02:30<08:32, 14.75it/s]
ELBO: -21005.4: 24%|##4 | 2448/10000 [02:30<07:43, 16.30it/s]
ELBO: -20963.0: 24%|##4 | 2448/10000 [02:30<07:43, 16.30it/s]
ELBO: -21004.0: 24%|##4 | 2449/10000 [02:30<07:43, 16.30it/s]
ELBO: -21004.0: 24%|##4 | 2450/10000 [02:30<08:22, 15.02it/s]
ELBO: -20941.8: 24%|##4 | 2450/10000 [02:30<08:22, 15.02it/s]
ELBO: -20954.3: 25%|##4 | 2451/10000 [02:30<08:22, 15.02it/s]
ELBO: -20984.1: 25%|##4 | 2452/10000 [02:30<08:22, 15.02it/s]
ELBO: -20984.1: 25%|##4 | 2453/10000 [02:30<07:34, 16.61it/s]
ELBO: -20971.1: 25%|##4 | 2453/10000 [02:30<07:34, 16.61it/s]
ELBO: -20919.7: 25%|##4 | 2454/10000 [02:30<07:34, 16.61it/s]
ELBO: -20919.7: 25%|##4 | 2455/10000 [02:30<08:18, 15.13it/s]
ELBO: -20922.1: 25%|##4 | 2455/10000 [02:30<08:18, 15.13it/s]
ELBO: -20934.9: 25%|##4 | 2456/10000 [02:30<08:18, 15.13it/s]
ELBO: -20974.4: 25%|##4 | 2457/10000 [02:30<08:18, 15.13it/s]
ELBO: -20974.4: 25%|##4 | 2458/10000 [02:30<07:31, 16.71it/s]
ELBO: -20958.2: 25%|##4 | 2458/10000 [02:31<07:31, 16.71it/s]
ELBO: -20914.7: 25%|##4 | 2459/10000 [02:31<07:31, 16.71it/s]
ELBO: -20914.7: 25%|##4 | 2460/10000 [02:31<08:14, 15.25it/s]
ELBO: -20913.8: 25%|##4 | 2460/10000 [02:31<08:14, 15.25it/s]
ELBO: -20930.4: 25%|##4 | 2461/10000 [02:31<08:14, 15.25it/s]
ELBO: -20968.8: 25%|##4 | 2462/10000 [02:31<08:14, 15.25it/s]
ELBO: -20968.8: 25%|##4 | 2463/10000 [02:31<08:29, 14.78it/s]
ELBO: -20903.8: 25%|##4 | 2463/10000 [02:31<08:29, 14.78it/s]
ELBO: -20874.0: 25%|##4 | 2464/10000 [02:31<08:29, 14.78it/s]
ELBO: -20976.0: 25%|##4 | 2465/10000 [02:31<08:29, 14.78it/s]
ELBO: -20976.0: 25%|##4 | 2466/10000 [02:31<07:41, 16.33it/s]
ELBO: -20901.7: 25%|##4 | 2466/10000 [02:31<07:41, 16.33it/s]
ELBO: -20881.3: 25%|##4 | 2469/10000 [02:31<07:41, 16.33it/s]
ELBO: -20881.3: 25%|##4 | 2470/10000 [02:31<06:42, 18.70it/s]
ELBO: -21011.6: 25%|##4 | 2470/10000 [02:31<06:42, 18.70it/s]
ELBO: -20954.1: 25%|##4 | 2471/10000 [02:31<06:42, 18.70it/s]
ELBO: -20879.9: 25%|##4 | 2472/10000 [02:31<06:42, 18.70it/s]
ELBO: -20879.9: 25%|##4 | 2473/10000 [02:31<06:30, 19.26it/s]
ELBO: -20934.0: 25%|##4 | 2473/10000 [02:31<06:30, 19.26it/s]
ELBO: -20885.4: 25%|##4 | 2474/10000 [02:31<06:30, 19.26it/s]
ELBO: -20885.4: 25%|##4 | 2475/10000 [02:31<07:22, 17.02it/s]
ELBO: -20963.5: 25%|##4 | 2475/10000 [02:31<07:22, 17.02it/s]
ELBO: -20929.3: 25%|##4 | 2476/10000 [02:31<07:21, 17.02it/s]
ELBO: -20966.9: 25%|##4 | 2477/10000 [02:32<07:21, 17.02it/s]
ELBO: -20966.9: 25%|##4 | 2478/10000 [02:32<06:57, 18.04it/s]
ELBO: -20939.2: 25%|##4 | 2478/10000 [02:32<06:57, 18.04it/s]
ELBO: -21000.2: 25%|##4 | 2479/10000 [02:32<06:57, 18.04it/s]
ELBO: -21000.2: 25%|##4 | 2480/10000 [02:32<07:45, 16.17it/s]
ELBO: -20873.6: 25%|##4 | 2480/10000 [02:32<07:45, 16.17it/s]
ELBO: -20849.4: 25%|##4 | 2481/10000 [02:32<07:45, 16.17it/s]
ELBO: -20851.7: 25%|##4 | 2482/10000 [02:32<07:44, 16.17it/s]
ELBO: -20851.7: 25%|##4 | 2483/10000 [02:32<08:13, 15.24it/s]
ELBO: -20911.9: 25%|##4 | 2483/10000 [02:32<08:13, 15.24it/s]
ELBO: -20949.9: 25%|##4 | 2484/10000 [02:32<08:13, 15.24it/s]
ELBO: -20915.7: 25%|##4 | 2485/10000 [02:32<08:12, 15.24it/s]
ELBO: -20915.7: 25%|##4 | 2486/10000 [02:32<07:30, 16.68it/s]
ELBO: -20892.5: 25%|##4 | 2486/10000 [02:32<07:30, 16.68it/s]
ELBO: -20832.9: 25%|##4 | 2487/10000 [02:32<07:30, 16.68it/s]
ELBO: -20832.9: 25%|##4 | 2488/10000 [02:32<08:10, 15.31it/s]
ELBO: -20877.4: 25%|##4 | 2488/10000 [02:32<08:10, 15.31it/s]
ELBO: -20876.9: 25%|##4 | 2489/10000 [02:32<08:10, 15.31it/s]
ELBO: -20984.5: 25%|##4 | 2490/10000 [02:32<08:10, 15.31it/s]
ELBO: -20984.5: 25%|##4 | 2491/10000 [02:32<07:26, 16.83it/s]
ELBO: -20897.8: 25%|##4 | 2491/10000 [02:33<07:26, 16.83it/s]
ELBO: -20893.2: 25%|##4 | 2492/10000 [02:33<07:26, 16.83it/s]
ELBO: -20893.2: 25%|##4 | 2493/10000 [02:33<08:08, 15.35it/s]
ELBO: -20893.9: 25%|##4 | 2493/10000 [02:33<08:08, 15.35it/s]
ELBO: -20916.9: 25%|##4 | 2494/10000 [02:33<08:08, 15.35it/s]
ELBO: -20897.5: 25%|##4 | 2495/10000 [02:33<08:08, 15.35it/s]
ELBO: -20897.5: 25%|##4 | 2496/10000 [02:33<07:23, 16.91it/s]
ELBO: -20950.1: 25%|##4 | 2496/10000 [02:33<07:23, 16.91it/s]
ELBO: -20896.9: 25%|##4 | 2497/10000 [02:33<07:23, 16.91it/s]
ELBO: -20896.9: 25%|##4 | 2498/10000 [02:33<08:06, 15.43it/s]
ELBO: -20883.9: 25%|##4 | 2498/10000 [02:33<08:06, 15.43it/s]
ELBO: -20851.1: 25%|##4 | 2499/10000 [02:33<08:06, 15.43it/s]
ELBO: -20876.9: 25%|##5 | 2500/10000 [02:33<08:05, 15.43it/s]
ELBO: -20876.9: 25%|##5 | 2501/10000 [02:33<08:24, 14.87it/s]
ELBO: -20818.6: 25%|##5 | 2501/10000 [02:33<08:24, 14.87it/s]
ELBO: -20922.6: 25%|##5 | 2502/10000 [02:33<08:24, 14.87it/s]
ELBO: -20846.3: 25%|##5 | 2503/10000 [02:33<08:24, 14.87it/s]
ELBO: -20846.3: 25%|##5 | 2504/10000 [02:33<07:38, 16.33it/s]
ELBO: -20922.1: 25%|##5 | 2504/10000 [02:33<07:38, 16.33it/s]
ELBO: -20944.6: 25%|##5 | 2505/10000 [02:33<07:38, 16.33it/s]
ELBO: -20944.6: 25%|##5 | 2506/10000 [02:33<08:17, 15.05it/s]
ELBO: -20899.0: 25%|##5 | 2506/10000 [02:33<08:17, 15.05it/s]
ELBO: -20764.0: 25%|##5 | 2507/10000 [02:33<08:17, 15.05it/s]
ELBO: -20870.6: 25%|##5 | 2508/10000 [02:34<08:17, 15.05it/s]
ELBO: -20870.6: 25%|##5 | 2509/10000 [02:34<07:31, 16.60it/s]
ELBO: -20858.5: 25%|##5 | 2509/10000 [02:34<07:31, 16.60it/s]
ELBO: -20857.0: 25%|##5 | 2510/10000 [02:34<07:31, 16.60it/s]
ELBO: -20857.0: 25%|##5 | 2511/10000 [02:34<08:13, 15.19it/s]
ELBO: -20871.8: 25%|##5 | 2511/10000 [02:34<08:13, 15.19it/s]
ELBO: -20885.6: 25%|##5 | 2512/10000 [02:34<08:13, 15.19it/s]
ELBO: -20791.5: 25%|##5 | 2513/10000 [02:34<08:13, 15.19it/s]
ELBO: -20791.5: 25%|##5 | 2514/10000 [02:34<07:26, 16.77it/s]
ELBO: -20766.2: 25%|##5 | 2514/10000 [02:34<07:26, 16.77it/s]
ELBO: -20796.8: 25%|##5 | 2515/10000 [02:34<07:26, 16.77it/s]
ELBO: -20796.8: 25%|##5 | 2516/10000 [02:34<08:08, 15.33it/s]
ELBO: -20869.9: 25%|##5 | 2516/10000 [02:34<08:08, 15.33it/s]
ELBO: -20826.1: 25%|##5 | 2517/10000 [02:34<08:08, 15.33it/s]
ELBO: -20821.5: 25%|##5 | 2518/10000 [02:34<08:08, 15.33it/s]
ELBO: -20821.5: 25%|##5 | 2519/10000 [02:34<08:22, 14.88it/s]
ELBO: -20827.4: 25%|##5 | 2519/10000 [02:34<08:22, 14.88it/s]
ELBO: -20880.9: 25%|##5 | 2520/10000 [02:34<08:22, 14.88it/s]
ELBO: -20775.6: 25%|##5 | 2521/10000 [02:34<08:22, 14.88it/s]
ELBO: -20775.6: 25%|##5 | 2522/10000 [02:34<07:37, 16.34it/s]
ELBO: -20851.5: 25%|##5 | 2522/10000 [02:34<07:37, 16.34it/s]
ELBO: -20806.9: 25%|##5 | 2523/10000 [02:35<07:37, 16.34it/s]
ELBO: -20806.9: 25%|##5 | 2524/10000 [02:35<08:15, 15.09it/s]
ELBO: -20853.9: 25%|##5 | 2524/10000 [02:35<08:15, 15.09it/s]
ELBO: -20831.8: 25%|##5 | 2525/10000 [02:35<08:15, 15.09it/s]
ELBO: -20768.0: 25%|##5 | 2526/10000 [02:35<08:15, 15.09it/s]
ELBO: -20768.0: 25%|##5 | 2527/10000 [02:35<07:31, 16.57it/s]
ELBO: -20745.9: 25%|##5 | 2527/10000 [02:35<07:31, 16.57it/s]
ELBO: -20877.9: 25%|##5 | 2528/10000 [02:35<07:31, 16.57it/s]
ELBO: -20877.9: 25%|##5 | 2529/10000 [02:35<08:13, 15.14it/s]
ELBO: -20861.2: 25%|##5 | 2529/10000 [02:35<08:13, 15.14it/s]
ELBO: -20850.3: 25%|##5 | 2530/10000 [02:35<08:13, 15.14it/s]
ELBO: -20768.2: 25%|##5 | 2531/10000 [02:35<08:13, 15.14it/s]
ELBO: -20768.2: 25%|##5 | 2532/10000 [02:35<07:26, 16.74it/s]
ELBO: -20756.9: 25%|##5 | 2532/10000 [02:35<07:26, 16.74it/s]
ELBO: -20783.2: 25%|##5 | 2533/10000 [02:35<07:26, 16.74it/s]
ELBO: -20783.2: 25%|##5 | 2534/10000 [02:35<08:07, 15.32it/s]
ELBO: -20830.1: 25%|##5 | 2534/10000 [02:35<08:07, 15.32it/s]
ELBO: -20873.7: 25%|##5 | 2535/10000 [02:35<08:07, 15.32it/s]
ELBO: -20794.9: 25%|##5 | 2536/10000 [02:35<08:07, 15.32it/s]
ELBO: -20794.9: 25%|##5 | 2537/10000 [02:35<08:22, 14.84it/s]
ELBO: -20894.4: 25%|##5 | 2537/10000 [02:35<08:22, 14.84it/s]
ELBO: -20896.2: 25%|##5 | 2538/10000 [02:35<08:22, 14.84it/s]
ELBO: -20868.7: 25%|##5 | 2539/10000 [02:36<08:22, 14.84it/s]
ELBO: -20868.7: 25%|##5 | 2540/10000 [02:36<07:37, 16.31it/s]
ELBO: -20851.5: 25%|##5 | 2540/10000 [02:36<07:37, 16.31it/s]
ELBO: -20818.0: 25%|##5 | 2541/10000 [02:36<07:37, 16.31it/s]
ELBO: -20818.0: 25%|##5 | 2542/10000 [02:36<08:17, 15.00it/s]
ELBO: -20811.5: 25%|##5 | 2542/10000 [02:36<08:17, 15.00it/s]
ELBO: -20822.2: 25%|##5 | 2543/10000 [02:36<08:17, 15.00it/s]
ELBO: -20776.4: 25%|##5 | 2544/10000 [02:36<08:17, 15.00it/s]
ELBO: -20776.4: 25%|##5 | 2545/10000 [02:36<07:31, 16.52it/s]
ELBO: -20758.4: 25%|##5 | 2545/10000 [02:36<07:31, 16.52it/s]
ELBO: -20842.5: 25%|##5 | 2546/10000 [02:36<07:31, 16.52it/s]
ELBO: -20842.5: 25%|##5 | 2547/10000 [02:36<08:14, 15.08it/s]
ELBO: -20750.7: 25%|##5 | 2547/10000 [02:36<08:14, 15.08it/s]
ELBO: -20743.3: 25%|##5 | 2548/10000 [02:36<08:14, 15.08it/s]
ELBO: -20749.2: 25%|##5 | 2549/10000 [02:36<08:14, 15.08it/s]
ELBO: -20749.2: 26%|##5 | 2550/10000 [02:36<07:31, 16.50it/s]
ELBO: -20846.0: 26%|##5 | 2550/10000 [02:36<07:31, 16.50it/s]
ELBO: -20737.0: 26%|##5 | 2551/10000 [02:36<07:31, 16.50it/s]
ELBO: -20737.0: 26%|##5 | 2552/10000 [02:36<08:11, 15.14it/s]
ELBO: -20838.6: 26%|##5 | 2552/10000 [02:36<08:11, 15.14it/s]
ELBO: -20752.6: 26%|##5 | 2553/10000 [02:36<08:11, 15.14it/s]
ELBO: -20856.9: 26%|##5 | 2554/10000 [02:37<08:11, 15.14it/s]
ELBO: -20856.9: 26%|##5 | 2555/10000 [02:37<08:27, 14.68it/s]
ELBO: -20823.3: 26%|##5 | 2555/10000 [02:37<08:27, 14.68it/s]
ELBO: -20788.7: 26%|##5 | 2556/10000 [02:37<08:27, 14.68it/s]
ELBO: -20717.1: 26%|##5 | 2557/10000 [02:37<08:27, 14.68it/s]
ELBO: -20717.1: 26%|##5 | 2558/10000 [02:37<07:38, 16.22it/s]
ELBO: -20754.3: 26%|##5 | 2558/10000 [02:37<07:38, 16.22it/s]
ELBO: -20774.1: 26%|##5 | 2559/10000 [02:37<07:38, 16.22it/s]
ELBO: -20774.1: 26%|##5 | 2560/10000 [02:37<08:15, 15.00it/s]
ELBO: -20798.5: 26%|##5 | 2560/10000 [02:37<08:15, 15.00it/s]
ELBO: -20821.2: 26%|##5 | 2561/10000 [02:37<08:15, 15.00it/s]
ELBO: -20740.2: 26%|##5 | 2562/10000 [02:37<08:15, 15.00it/s]
ELBO: -20740.2: 26%|##5 | 2563/10000 [02:37<07:28, 16.57it/s]
ELBO: -20813.4: 26%|##5 | 2563/10000 [02:37<07:28, 16.57it/s]
ELBO: -20731.3: 26%|##5 | 2564/10000 [02:37<07:28, 16.57it/s]
ELBO: -20731.3: 26%|##5 | 2565/10000 [02:37<08:12, 15.10it/s]
ELBO: -20728.3: 26%|##5 | 2565/10000 [02:37<08:12, 15.10it/s]
ELBO: -20802.2: 26%|##5 | 2566/10000 [02:37<08:12, 15.10it/s]
ELBO: -20658.1: 26%|##5 | 2569/10000 [02:37<08:11, 15.10it/s]
ELBO: -20658.1: 26%|##5 | 2570/10000 [02:37<06:03, 20.44it/s]
ELBO: -20721.9: 26%|##5 | 2570/10000 [02:37<06:03, 20.44it/s]
ELBO: -20744.8: 26%|##5 | 2571/10000 [02:37<06:03, 20.44it/s]
ELBO: -20837.0: 26%|##5 | 2572/10000 [02:38<06:03, 20.44it/s]
ELBO: -20837.0: 26%|##5 | 2573/10000 [02:38<06:51, 18.07it/s]
ELBO: -20711.5: 26%|##5 | 2573/10000 [02:38<06:51, 18.07it/s]
ELBO: -20720.1: 26%|##5 | 2574/10000 [02:38<06:51, 18.07it/s]
ELBO: -20720.1: 26%|##5 | 2575/10000 [02:38<07:37, 16.24it/s]
ELBO: -20775.4: 26%|##5 | 2575/10000 [02:38<07:37, 16.24it/s]
ELBO: -20769.6: 26%|##5 | 2576/10000 [02:38<07:37, 16.24it/s]
ELBO: -20745.6: 26%|##5 | 2577/10000 [02:38<07:37, 16.24it/s]
ELBO: -20745.6: 26%|##5 | 2578/10000 [02:38<07:07, 17.34it/s]
ELBO: -20760.1: 26%|##5 | 2578/10000 [02:38<07:07, 17.34it/s]
ELBO: -20675.3: 26%|##5 | 2579/10000 [02:38<07:07, 17.34it/s]
ELBO: -20675.3: 26%|##5 | 2580/10000 [02:38<07:52, 15.71it/s]
ELBO: -20778.1: 26%|##5 | 2580/10000 [02:38<07:52, 15.71it/s]
ELBO: -20739.8: 26%|##5 | 2581/10000 [02:38<07:52, 15.71it/s]
ELBO: -20697.5: 26%|##5 | 2582/10000 [02:38<07:52, 15.71it/s]
ELBO: -20697.5: 26%|##5 | 2583/10000 [02:38<07:14, 17.08it/s]
ELBO: -20694.7: 26%|##5 | 2583/10000 [02:38<07:14, 17.08it/s]
ELBO: -20676.4: 26%|##5 | 2584/10000 [02:38<07:14, 17.08it/s]
ELBO: -20676.4: 26%|##5 | 2585/10000 [02:38<07:59, 15.48it/s]
ELBO: -20691.6: 26%|##5 | 2585/10000 [02:38<07:59, 15.48it/s]
ELBO: -20698.0: 26%|##5 | 2586/10000 [02:38<07:58, 15.48it/s]
ELBO: -20744.8: 26%|##5 | 2587/10000 [02:38<07:58, 15.48it/s]
ELBO: -20744.8: 26%|##5 | 2588/10000 [02:38<07:18, 16.91it/s]
ELBO: -20739.8: 26%|##5 | 2588/10000 [02:39<07:18, 16.91it/s]
ELBO: -20787.3: 26%|##5 | 2589/10000 [02:39<07:18, 16.91it/s]
ELBO: -20787.3: 26%|##5 | 2590/10000 [02:39<08:01, 15.38it/s]
ELBO: -20732.2: 26%|##5 | 2590/10000 [02:39<08:01, 15.38it/s]
ELBO: -20747.1: 26%|##5 | 2591/10000 [02:39<08:01, 15.38it/s]
ELBO: -20816.5: 26%|##5 | 2592/10000 [02:39<08:01, 15.38it/s]
ELBO: -20816.5: 26%|##5 | 2593/10000 [02:39<08:17, 14.88it/s]
ELBO: -20682.1: 26%|##5 | 2593/10000 [02:39<08:17, 14.88it/s]
ELBO: -20705.4: 26%|##5 | 2594/10000 [02:39<08:17, 14.88it/s]
ELBO: -20826.1: 26%|##5 | 2595/10000 [02:39<08:17, 14.88it/s]
ELBO: -20826.1: 26%|##5 | 2596/10000 [02:39<07:32, 16.38it/s]
ELBO: -20697.1: 26%|##5 | 2596/10000 [02:39<07:32, 16.38it/s]
ELBO: -20737.5: 26%|##5 | 2597/10000 [02:39<07:32, 16.38it/s]
ELBO: -20737.5: 26%|##5 | 2598/10000 [02:39<08:12, 15.04it/s]
ELBO: -20750.2: 26%|##5 | 2598/10000 [02:39<08:12, 15.04it/s]
ELBO: -20789.5: 26%|##5 | 2599/10000 [02:39<08:12, 15.04it/s]
ELBO: -20646.7: 26%|##6 | 2600/10000 [02:39<08:12, 15.04it/s]
ELBO: -20646.7: 26%|##6 | 2601/10000 [02:39<07:25, 16.61it/s]
ELBO: -20651.9: 26%|##6 | 2601/10000 [02:39<07:25, 16.61it/s]
ELBO: -20688.7: 26%|##6 | 2602/10000 [02:39<07:25, 16.61it/s]
ELBO: -20688.7: 26%|##6 | 2603/10000 [02:39<08:07, 15.16it/s]
ELBO: -20694.5: 26%|##6 | 2603/10000 [02:40<08:07, 15.16it/s]
ELBO: -20740.7: 26%|##6 | 2604/10000 [02:40<08:07, 15.16it/s]
ELBO: -20754.2: 26%|##6 | 2605/10000 [02:40<08:07, 15.16it/s]
ELBO: -20754.2: 26%|##6 | 2606/10000 [02:40<07:21, 16.76it/s]
ELBO: -20717.4: 26%|##6 | 2606/10000 [02:40<07:21, 16.76it/s]
ELBO: -20733.0: 26%|##6 | 2607/10000 [02:40<07:21, 16.76it/s]
ELBO: -20733.0: 26%|##6 | 2608/10000 [02:40<08:04, 15.27it/s]
ELBO: -20718.6: 26%|##6 | 2608/10000 [02:40<08:04, 15.27it/s]
ELBO: -20654.0: 26%|##6 | 2609/10000 [02:40<08:04, 15.27it/s]
ELBO: -20646.6: 26%|##6 | 2610/10000 [02:40<08:04, 15.27it/s]
ELBO: -20646.6: 26%|##6 | 2611/10000 [02:40<08:19, 14.80it/s]
ELBO: -20686.7: 26%|##6 | 2611/10000 [02:40<08:19, 14.80it/s]
ELBO: -20791.0: 26%|##6 | 2612/10000 [02:40<08:19, 14.80it/s]
ELBO: -20704.2: 26%|##6 | 2613/10000 [02:40<08:19, 14.80it/s]
ELBO: -20704.2: 26%|##6 | 2614/10000 [02:40<07:32, 16.33it/s]
ELBO: -20785.7: 26%|##6 | 2614/10000 [02:40<07:32, 16.33it/s]
ELBO: -20663.0: 26%|##6 | 2615/10000 [02:40<07:32, 16.33it/s]
ELBO: -20663.0: 26%|##6 | 2616/10000 [02:40<08:11, 15.04it/s]
ELBO: -20668.2: 26%|##6 | 2616/10000 [02:40<08:11, 15.04it/s]
ELBO: -20678.3: 26%|##6 | 2617/10000 [02:40<08:10, 15.04it/s]
ELBO: -20662.5: 26%|##6 | 2618/10000 [02:40<08:10, 15.04it/s]
ELBO: -20662.5: 26%|##6 | 2619/10000 [02:40<07:24, 16.59it/s]
ELBO: -20688.4: 26%|##6 | 2619/10000 [02:41<07:24, 16.59it/s]
ELBO: -20700.3: 26%|##6 | 2620/10000 [02:41<07:24, 16.59it/s]
ELBO: -20700.3: 26%|##6 | 2621/10000 [02:41<08:07, 15.15it/s]
ELBO: -20660.0: 26%|##6 | 2621/10000 [02:41<08:07, 15.15it/s]
ELBO: -20666.9: 26%|##6 | 2622/10000 [02:41<08:06, 15.15it/s]
ELBO: -20647.4: 26%|##6 | 2623/10000 [02:41<08:06, 15.15it/s]
ELBO: -20647.4: 26%|##6 | 2624/10000 [02:41<07:26, 16.52it/s]
ELBO: -20690.6: 26%|##6 | 2624/10000 [02:41<07:26, 16.52it/s]
ELBO: -20686.1: 26%|##6 | 2625/10000 [02:41<07:26, 16.52it/s]
ELBO: -20686.1: 26%|##6 | 2626/10000 [02:41<08:07, 15.11it/s]
ELBO: -20609.4: 26%|##6 | 2626/10000 [02:41<08:07, 15.11it/s]
ELBO: -20690.1: 26%|##6 | 2627/10000 [02:41<08:07, 15.11it/s]
ELBO: -20661.1: 26%|##6 | 2628/10000 [02:41<08:07, 15.11it/s]
ELBO: -20661.1: 26%|##6 | 2629/10000 [02:41<08:22, 14.68it/s]
ELBO: -20657.6: 26%|##6 | 2629/10000 [02:41<08:22, 14.68it/s]
ELBO: -20654.0: 26%|##6 | 2630/10000 [02:41<08:21, 14.68it/s]
ELBO: -20595.5: 26%|##6 | 2631/10000 [02:41<08:21, 14.68it/s]
ELBO: -20595.5: 26%|##6 | 2632/10000 [02:41<07:32, 16.29it/s]
ELBO: -20705.5: 26%|##6 | 2632/10000 [02:41<07:32, 16.29it/s]
ELBO: -20697.2: 26%|##6 | 2633/10000 [02:41<07:32, 16.29it/s]
ELBO: -20697.2: 26%|##6 | 2634/10000 [02:41<08:09, 15.05it/s]
ELBO: -20610.0: 26%|##6 | 2634/10000 [02:41<08:09, 15.05it/s]
ELBO: -20658.3: 26%|##6 | 2635/10000 [02:42<08:09, 15.05it/s]
ELBO: -20667.2: 26%|##6 | 2636/10000 [02:42<08:09, 15.05it/s]
ELBO: -20667.2: 26%|##6 | 2637/10000 [02:42<07:22, 16.64it/s]
ELBO: -20592.2: 26%|##6 | 2637/10000 [02:42<07:22, 16.64it/s]
ELBO: -20649.7: 26%|##6 | 2638/10000 [02:42<07:22, 16.64it/s]
ELBO: -20649.7: 26%|##6 | 2639/10000 [02:42<08:04, 15.20it/s]
ELBO: -20657.6: 26%|##6 | 2639/10000 [02:42<08:04, 15.20it/s]
ELBO: -20740.2: 26%|##6 | 2640/10000 [02:42<08:04, 15.20it/s]
ELBO: -20683.6: 26%|##6 | 2641/10000 [02:42<08:04, 15.20it/s]
ELBO: -20683.6: 26%|##6 | 2642/10000 [02:42<07:18, 16.76it/s]
ELBO: -20706.7: 26%|##6 | 2642/10000 [02:42<07:18, 16.76it/s]
ELBO: -20694.1: 26%|##6 | 2643/10000 [02:42<07:18, 16.76it/s]
ELBO: -20694.1: 26%|##6 | 2644/10000 [02:42<08:00, 15.31it/s]
ELBO: -20644.9: 26%|##6 | 2644/10000 [02:42<08:00, 15.31it/s]
ELBO: -20590.3: 26%|##6 | 2645/10000 [02:42<08:00, 15.31it/s]
ELBO: -20731.2: 26%|##6 | 2646/10000 [02:42<08:00, 15.31it/s]
ELBO: -20731.2: 26%|##6 | 2647/10000 [02:42<08:17, 14.77it/s]
ELBO: -20605.6: 26%|##6 | 2647/10000 [02:42<08:17, 14.77it/s]
ELBO: -20698.6: 26%|##6 | 2648/10000 [02:42<08:17, 14.77it/s]
ELBO: -20690.7: 26%|##6 | 2649/10000 [02:42<08:17, 14.77it/s]
ELBO: -20690.7: 26%|##6 | 2650/10000 [02:42<07:30, 16.32it/s]
ELBO: -20629.7: 26%|##6 | 2650/10000 [02:42<07:30, 16.32it/s]
ELBO: -20677.7: 27%|##6 | 2651/10000 [02:43<07:30, 16.32it/s]
ELBO: -20677.7: 27%|##6 | 2652/10000 [02:43<08:08, 15.05it/s]
ELBO: -20650.8: 27%|##6 | 2652/10000 [02:43<08:08, 15.05it/s]
ELBO: -20689.1: 27%|##6 | 2653/10000 [02:43<08:08, 15.05it/s]
ELBO: -20689.1: 27%|##6 | 2654/10000 [02:43<07:38, 16.03it/s]
ELBO: -20601.8: 27%|##6 | 2654/10000 [02:43<07:38, 16.03it/s]
ELBO: -20629.3: 27%|##6 | 2655/10000 [02:43<07:38, 16.03it/s]
ELBO: -20629.3: 27%|##6 | 2656/10000 [02:43<08:19, 14.71it/s]
ELBO: -20653.6: 27%|##6 | 2656/10000 [02:43<08:19, 14.71it/s]
ELBO: -20663.0: 27%|##6 | 2657/10000 [02:43<08:19, 14.71it/s]
ELBO: -20576.0: 27%|##6 | 2658/10000 [02:43<08:19, 14.71it/s]
ELBO: -20576.0: 27%|##6 | 2659/10000 [02:43<07:26, 16.46it/s]
ELBO: -20633.2: 27%|##6 | 2659/10000 [02:43<07:26, 16.46it/s]
ELBO: -20652.3: 27%|##6 | 2660/10000 [02:43<07:25, 16.46it/s]
ELBO: -20652.3: 27%|##6 | 2661/10000 [02:43<08:07, 15.06it/s]
ELBO: -20610.1: 27%|##6 | 2661/10000 [02:43<08:07, 15.06it/s]
ELBO: -20615.6: 27%|##6 | 2662/10000 [02:43<08:07, 15.06it/s]
ELBO: -20561.7: 27%|##6 | 2663/10000 [02:43<08:07, 15.06it/s]
ELBO: -20561.7: 27%|##6 | 2664/10000 [02:43<07:19, 16.71it/s]
ELBO: -20622.5: 27%|##6 | 2664/10000 [02:43<07:19, 16.71it/s]
ELBO: -20563.0: 27%|##6 | 2665/10000 [02:43<07:19, 16.71it/s]
ELBO: -20563.0: 27%|##6 | 2666/10000 [02:43<08:02, 15.20it/s]
ELBO: -20579.8: 27%|##6 | 2666/10000 [02:44<08:02, 15.20it/s]
ELBO: -20608.9: 27%|##6 | 2667/10000 [02:44<08:02, 15.20it/s]
ELBO: -20693.7: 27%|##6 | 2670/10000 [02:44<08:02, 15.20it/s]
ELBO: -20693.7: 27%|##6 | 2671/10000 [02:44<05:52, 20.76it/s]
ELBO: -20582.9: 27%|##6 | 2671/10000 [02:44<05:52, 20.76it/s]
ELBO: -20592.9: 27%|##6 | 2672/10000 [02:44<05:52, 20.76it/s]
ELBO: -20647.3: 27%|##6 | 2673/10000 [02:44<05:52, 20.76it/s]
ELBO: -20647.3: 27%|##6 | 2674/10000 [02:44<06:41, 18.25it/s]
ELBO: -20527.0: 27%|##6 | 2674/10000 [02:44<06:41, 18.25it/s]
ELBO: -20597.7: 27%|##6 | 2675/10000 [02:44<06:41, 18.25it/s]
ELBO: -20597.7: 27%|##6 | 2676/10000 [02:44<07:26, 16.42it/s]
ELBO: -20589.1: 27%|##6 | 2676/10000 [02:44<07:26, 16.42it/s]
ELBO: -20530.2: 27%|##6 | 2677/10000 [02:44<07:25, 16.42it/s]
ELBO: -20585.0: 27%|##6 | 2678/10000 [02:44<07:25, 16.42it/s]
ELBO: -20585.0: 27%|##6 | 2679/10000 [02:44<06:55, 17.61it/s]
ELBO: -20581.8: 27%|##6 | 2679/10000 [02:44<06:55, 17.61it/s]
ELBO: -20577.7: 27%|##6 | 2680/10000 [02:44<06:55, 17.61it/s]
ELBO: -20577.7: 27%|##6 | 2681/10000 [02:44<07:39, 15.94it/s]
ELBO: -20523.3: 27%|##6 | 2681/10000 [02:44<07:39, 15.94it/s]
ELBO: -20587.1: 27%|##6 | 2682/10000 [02:44<07:39, 15.94it/s]
ELBO: -20588.2: 27%|##6 | 2683/10000 [02:44<07:39, 15.94it/s]
ELBO: -20588.2: 27%|##6 | 2684/10000 [02:44<07:02, 17.31it/s]
ELBO: -20559.2: 27%|##6 | 2684/10000 [02:45<07:02, 17.31it/s]
ELBO: -20566.3: 27%|##6 | 2685/10000 [02:45<07:02, 17.31it/s]
ELBO: -20566.3: 27%|##6 | 2686/10000 [02:45<07:48, 15.61it/s]
ELBO: -20562.5: 27%|##6 | 2686/10000 [02:45<07:48, 15.61it/s]
ELBO: -20573.8: 27%|##6 | 2687/10000 [02:45<07:48, 15.61it/s]
ELBO: -20621.5: 27%|##6 | 2688/10000 [02:45<07:48, 15.61it/s]
ELBO: -20621.5: 27%|##6 | 2689/10000 [02:45<07:12, 16.92it/s]
ELBO: -20571.5: 27%|##6 | 2689/10000 [02:45<07:12, 16.92it/s]
ELBO: -20620.5: 27%|##6 | 2690/10000 [02:45<07:12, 16.92it/s]
ELBO: -20620.5: 27%|##6 | 2691/10000 [02:45<07:56, 15.33it/s]
ELBO: -20592.9: 27%|##6 | 2691/10000 [02:45<07:56, 15.33it/s]
ELBO: -20585.1: 27%|##6 | 2692/10000 [02:45<07:56, 15.33it/s]
ELBO: -20607.8: 27%|##6 | 2693/10000 [02:45<07:56, 15.33it/s]
ELBO: -20607.8: 27%|##6 | 2694/10000 [02:45<08:13, 14.81it/s]
ELBO: -20612.8: 27%|##6 | 2694/10000 [02:45<08:13, 14.81it/s]
ELBO: -20519.7: 27%|##6 | 2695/10000 [02:45<08:13, 14.81it/s]
ELBO: -20607.0: 27%|##6 | 2696/10000 [02:45<08:13, 14.81it/s]
ELBO: -20607.0: 27%|##6 | 2697/10000 [02:45<07:26, 16.37it/s]
ELBO: -20591.2: 27%|##6 | 2697/10000 [02:45<07:26, 16.37it/s]
ELBO: -20589.3: 27%|##6 | 2698/10000 [02:45<07:26, 16.37it/s]
ELBO: -20589.3: 27%|##6 | 2699/10000 [02:45<08:03, 15.11it/s]
ELBO: -20530.5: 27%|##6 | 2699/10000 [02:46<08:03, 15.11it/s]
ELBO: -20563.7: 27%|##7 | 2700/10000 [02:46<08:03, 15.11it/s]
ELBO: -20586.6: 27%|##7 | 2701/10000 [02:46<08:03, 15.11it/s]
ELBO: -20586.6: 27%|##7 | 2702/10000 [02:46<07:18, 16.63it/s]
ELBO: -20493.8: 27%|##7 | 2702/10000 [02:46<07:18, 16.63it/s]
ELBO: -20576.8: 27%|##7 | 2703/10000 [02:46<07:18, 16.63it/s]
ELBO: -20576.8: 27%|##7 | 2704/10000 [02:46<08:00, 15.20it/s]
ELBO: -20593.1: 27%|##7 | 2704/10000 [02:46<08:00, 15.20it/s]
ELBO: -20581.4: 27%|##7 | 2705/10000 [02:46<08:00, 15.20it/s]
ELBO: -20614.0: 27%|##7 | 2706/10000 [02:46<07:59, 15.20it/s]
ELBO: -20614.0: 27%|##7 | 2707/10000 [02:46<07:15, 16.74it/s]
ELBO: -20488.2: 27%|##7 | 2707/10000 [02:46<07:15, 16.74it/s]
ELBO: -20586.5: 27%|##7 | 2708/10000 [02:46<07:15, 16.74it/s]
ELBO: -20586.5: 27%|##7 | 2709/10000 [02:46<07:58, 15.24it/s]
ELBO: -20620.5: 27%|##7 | 2709/10000 [02:46<07:58, 15.24it/s]
ELBO: -20527.1: 27%|##7 | 2710/10000 [02:46<07:58, 15.24it/s]
ELBO: -20505.8: 27%|##7 | 2711/10000 [02:46<07:58, 15.24it/s]
ELBO: -20505.8: 27%|##7 | 2712/10000 [02:46<08:12, 14.79it/s]
ELBO: -20588.8: 27%|##7 | 2712/10000 [02:46<08:12, 14.79it/s]
ELBO: -20601.0: 27%|##7 | 2713/10000 [02:46<08:12, 14.79it/s]
ELBO: -20529.7: 27%|##7 | 2714/10000 [02:46<08:12, 14.79it/s]
ELBO: -20529.7: 27%|##7 | 2715/10000 [02:46<07:25, 16.36it/s]
ELBO: -20506.8: 27%|##7 | 2715/10000 [02:46<07:25, 16.36it/s]
ELBO: -20518.3: 27%|##7 | 2716/10000 [02:47<07:25, 16.36it/s]
ELBO: -20518.3: 27%|##7 | 2717/10000 [02:47<08:03, 15.08it/s]
ELBO: -20474.3: 27%|##7 | 2717/10000 [02:47<08:03, 15.08it/s]
ELBO: -20557.6: 27%|##7 | 2718/10000 [02:47<08:03, 15.08it/s]
ELBO: -20559.5: 27%|##7 | 2719/10000 [02:47<08:02, 15.08it/s]
ELBO: -20559.5: 27%|##7 | 2720/10000 [02:47<07:18, 16.59it/s]
ELBO: -20543.6: 27%|##7 | 2720/10000 [02:47<07:18, 16.59it/s]
ELBO: -20523.9: 27%|##7 | 2721/10000 [02:47<07:18, 16.59it/s]
ELBO: -20523.9: 27%|##7 | 2722/10000 [02:47<08:01, 15.11it/s]
ELBO: -20499.5: 27%|##7 | 2722/10000 [02:47<08:01, 15.11it/s]
ELBO: -20553.1: 27%|##7 | 2723/10000 [02:47<08:01, 15.11it/s]
ELBO: -20496.2: 27%|##7 | 2724/10000 [02:47<08:01, 15.11it/s]
ELBO: -20496.2: 27%|##7 | 2725/10000 [02:47<07:16, 16.65it/s]
ELBO: -20572.3: 27%|##7 | 2725/10000 [02:47<07:16, 16.65it/s]
ELBO: -20453.5: 27%|##7 | 2726/10000 [02:47<07:16, 16.65it/s]
ELBO: -20453.5: 27%|##7 | 2727/10000 [02:47<07:58, 15.20it/s]
ELBO: -20562.9: 27%|##7 | 2727/10000 [02:47<07:58, 15.20it/s]
ELBO: -20587.7: 27%|##7 | 2728/10000 [02:47<07:58, 15.20it/s]
ELBO: -20469.3: 27%|##7 | 2729/10000 [02:47<07:58, 15.20it/s]
ELBO: -20469.3: 27%|##7 | 2730/10000 [02:47<08:15, 14.68it/s]
ELBO: -20491.4: 27%|##7 | 2730/10000 [02:48<08:15, 14.68it/s]
ELBO: -20453.9: 27%|##7 | 2731/10000 [02:48<08:15, 14.68it/s]
ELBO: -20508.4: 27%|##7 | 2732/10000 [02:48<08:15, 14.68it/s]
ELBO: -20508.4: 27%|##7 | 2733/10000 [02:48<07:27, 16.25it/s]
ELBO: -20501.7: 27%|##7 | 2733/10000 [02:48<07:27, 16.25it/s]
ELBO: -20552.9: 27%|##7 | 2734/10000 [02:48<07:27, 16.25it/s]
ELBO: -20552.9: 27%|##7 | 2735/10000 [02:48<08:03, 15.01it/s]
ELBO: -20528.4: 27%|##7 | 2735/10000 [02:48<08:03, 15.01it/s]
ELBO: -20525.2: 27%|##7 | 2736/10000 [02:48<08:03, 15.01it/s]
ELBO: -20496.4: 27%|##7 | 2737/10000 [02:48<08:03, 15.01it/s]
ELBO: -20496.4: 27%|##7 | 2738/10000 [02:48<07:17, 16.59it/s]
ELBO: -20525.2: 27%|##7 | 2738/10000 [02:48<07:17, 16.59it/s]
ELBO: -20534.8: 27%|##7 | 2739/10000 [02:48<07:17, 16.59it/s]
ELBO: -20534.8: 27%|##7 | 2740/10000 [02:48<07:58, 15.17it/s]
ELBO: -20515.1: 27%|##7 | 2740/10000 [02:48<07:58, 15.17it/s]
ELBO: -20509.2: 27%|##7 | 2741/10000 [02:48<07:58, 15.17it/s]
ELBO: -20547.1: 27%|##7 | 2742/10000 [02:48<07:58, 15.17it/s]
ELBO: -20547.1: 27%|##7 | 2743/10000 [02:48<07:12, 16.78it/s]
ELBO: -20495.8: 27%|##7 | 2743/10000 [02:48<07:12, 16.78it/s]
ELBO: -20491.5: 27%|##7 | 2744/10000 [02:48<07:12, 16.78it/s]
ELBO: -20491.5: 27%|##7 | 2745/10000 [02:48<07:53, 15.31it/s]
ELBO: -20480.3: 27%|##7 | 2745/10000 [02:48<07:53, 15.31it/s]
ELBO: -20573.5: 27%|##7 | 2746/10000 [02:48<07:53, 15.31it/s]
ELBO: -20439.0: 27%|##7 | 2747/10000 [02:49<07:53, 15.31it/s]
ELBO: -20439.0: 27%|##7 | 2748/10000 [02:49<08:08, 14.83it/s]
ELBO: -20500.1: 27%|##7 | 2748/10000 [02:49<08:08, 14.83it/s]
ELBO: -20463.1: 27%|##7 | 2749/10000 [02:49<08:08, 14.83it/s]
ELBO: -20498.8: 28%|##7 | 2750/10000 [02:49<08:08, 14.83it/s]
ELBO: -20498.8: 28%|##7 | 2751/10000 [02:49<07:25, 16.28it/s]
ELBO: -20455.5: 28%|##7 | 2751/10000 [02:49<07:25, 16.28it/s]
ELBO: -20568.6: 28%|##7 | 2752/10000 [02:49<07:25, 16.28it/s]
ELBO: -20568.6: 28%|##7 | 2753/10000 [02:49<08:03, 15.00it/s]
ELBO: -20487.2: 28%|##7 | 2753/10000 [02:49<08:03, 15.00it/s]
ELBO: -20494.0: 28%|##7 | 2754/10000 [02:49<08:03, 15.00it/s]
ELBO: -20521.7: 28%|##7 | 2755/10000 [02:49<08:02, 15.00it/s]
ELBO: -20521.7: 28%|##7 | 2756/10000 [02:49<07:17, 16.57it/s]
ELBO: -20528.5: 28%|##7 | 2756/10000 [02:49<07:17, 16.57it/s]
ELBO: -20450.7: 28%|##7 | 2757/10000 [02:49<07:17, 16.57it/s]
ELBO: -20450.7: 28%|##7 | 2758/10000 [02:49<07:58, 15.14it/s]
ELBO: -20452.4: 28%|##7 | 2758/10000 [02:49<07:58, 15.14it/s]
ELBO: -20462.4: 28%|##7 | 2759/10000 [02:49<07:58, 15.14it/s]
ELBO: -20468.8: 28%|##7 | 2760/10000 [02:49<07:58, 15.14it/s]
ELBO: -20468.8: 28%|##7 | 2761/10000 [02:49<07:13, 16.69it/s]
ELBO: -20454.6: 28%|##7 | 2761/10000 [02:49<07:13, 16.69it/s]
ELBO: -20522.4: 28%|##7 | 2762/10000 [02:50<07:13, 16.69it/s]
ELBO: -20522.4: 28%|##7 | 2763/10000 [02:50<07:55, 15.22it/s]
ELBO: -20440.5: 28%|##7 | 2763/10000 [02:50<07:55, 15.22it/s]
ELBO: -20457.9: 28%|##7 | 2764/10000 [02:50<07:55, 15.22it/s]
ELBO: -20454.1: 28%|##7 | 2765/10000 [02:50<07:55, 15.22it/s]
ELBO: -20454.1: 28%|##7 | 2766/10000 [02:50<08:10, 14.74it/s]
ELBO: -20420.8: 28%|##7 | 2766/10000 [02:50<08:10, 14.74it/s]
ELBO: -20474.2: 28%|##7 | 2767/10000 [02:50<08:10, 14.74it/s]
ELBO: -20470.4: 28%|##7 | 2768/10000 [02:50<08:10, 14.74it/s]
ELBO: -20470.4: 28%|##7 | 2769/10000 [02:50<07:23, 16.29it/s]
ELBO: -20452.5: 28%|##7 | 2769/10000 [02:50<07:23, 16.29it/s]
ELBO: -20541.8: 28%|##7 | 2770/10000 [02:50<07:23, 16.29it/s]
ELBO: -20541.8: 28%|##7 | 2771/10000 [02:50<07:59, 15.07it/s]
ELBO: -20411.7: 28%|##7 | 2773/10000 [02:50<07:59, 15.07it/s]
ELBO: -20448.3: 28%|##7 | 2774/10000 [02:50<07:59, 15.07it/s]
ELBO: -20491.3: 28%|##7 | 2775/10000 [02:50<07:59, 15.07it/s]
ELBO: -20491.3: 28%|##7 | 2776/10000 [02:50<05:55, 20.34it/s]
ELBO: -20457.5: 28%|##7 | 2776/10000 [02:50<05:55, 20.34it/s]
ELBO: -20381.5: 28%|##7 | 2777/10000 [02:50<05:55, 20.34it/s]
ELBO: -20483.9: 28%|##7 | 2778/10000 [02:50<05:55, 20.34it/s]
ELBO: -20483.9: 28%|##7 | 2779/10000 [02:50<06:41, 17.99it/s]
ELBO: -20478.3: 28%|##7 | 2779/10000 [02:50<06:41, 17.99it/s]
ELBO: -20498.7: 28%|##7 | 2780/10000 [02:51<06:41, 17.99it/s]
ELBO: -20450.8: 28%|##7 | 2781/10000 [02:51<06:41, 17.99it/s]
ELBO: -20450.8: 28%|##7 | 2782/10000 [02:51<07:14, 16.62it/s]
ELBO: -20464.7: 28%|##7 | 2782/10000 [02:51<07:14, 16.62it/s]
ELBO: -20517.8: 28%|##7 | 2783/10000 [02:51<07:14, 16.62it/s]
ELBO: -20368.3: 28%|##7 | 2784/10000 [02:51<07:14, 16.62it/s]
ELBO: -20368.3: 28%|##7 | 2785/10000 [02:51<06:48, 17.66it/s]
ELBO: -20464.7: 28%|##7 | 2785/10000 [02:51<06:48, 17.66it/s]
ELBO: -20399.5: 28%|##7 | 2786/10000 [02:51<06:48, 17.66it/s]
ELBO: -20399.5: 28%|##7 | 2787/10000 [02:51<07:30, 16.02it/s]
ELBO: -20370.9: 28%|##7 | 2787/10000 [02:51<07:30, 16.02it/s]
ELBO: -20502.3: 28%|##7 | 2788/10000 [02:51<07:30, 16.02it/s]
ELBO: -20424.0: 28%|##7 | 2789/10000 [02:51<07:30, 16.02it/s]
ELBO: -20424.0: 28%|##7 | 2790/10000 [02:51<06:56, 17.29it/s]
ELBO: -20383.6: 28%|##7 | 2790/10000 [02:51<06:56, 17.29it/s]
ELBO: -20405.2: 28%|##7 | 2791/10000 [02:51<06:56, 17.29it/s]
ELBO: -20405.2: 28%|##7 | 2792/10000 [02:51<07:39, 15.68it/s]
ELBO: -20431.6: 28%|##7 | 2792/10000 [02:51<07:39, 15.68it/s]
ELBO: -20440.4: 28%|##7 | 2793/10000 [02:51<07:39, 15.68it/s]
ELBO: -20430.8: 28%|##7 | 2794/10000 [02:51<07:39, 15.68it/s]
ELBO: -20430.8: 28%|##7 | 2795/10000 [02:51<08:00, 15.01it/s]
ELBO: -20374.5: 28%|##7 | 2795/10000 [02:52<08:00, 15.01it/s]
ELBO: -20414.5: 28%|##7 | 2796/10000 [02:52<07:59, 15.01it/s]
ELBO: -20429.5: 28%|##7 | 2797/10000 [02:52<07:59, 15.01it/s]
ELBO: -20429.5: 28%|##7 | 2798/10000 [02:52<07:17, 16.48it/s]
ELBO: -20395.1: 28%|##7 | 2798/10000 [02:52<07:17, 16.48it/s]
ELBO: -20541.7: 28%|##7 | 2799/10000 [02:52<07:16, 16.48it/s]
ELBO: -20541.7: 28%|##8 | 2800/10000 [02:52<07:54, 15.16it/s]
ELBO: -20410.4: 28%|##8 | 2800/10000 [02:52<07:54, 15.16it/s]
ELBO: -20379.1: 28%|##8 | 2801/10000 [02:52<07:54, 15.16it/s]
ELBO: -20447.9: 28%|##8 | 2802/10000 [02:52<07:54, 15.16it/s]
ELBO: -20447.9: 28%|##8 | 2803/10000 [02:52<07:10, 16.71it/s]
ELBO: -20429.1: 28%|##8 | 2803/10000 [02:52<07:10, 16.71it/s]
ELBO: -20503.6: 28%|##8 | 2804/10000 [02:52<07:10, 16.71it/s]
ELBO: -20503.6: 28%|##8 | 2805/10000 [02:52<07:51, 15.27it/s]
ELBO: -20454.1: 28%|##8 | 2805/10000 [02:52<07:51, 15.27it/s]
ELBO: -20353.6: 28%|##8 | 2806/10000 [02:52<07:51, 15.27it/s]
ELBO: -20374.5: 28%|##8 | 2807/10000 [02:52<07:51, 15.27it/s]
ELBO: -20374.5: 28%|##8 | 2808/10000 [02:52<07:07, 16.83it/s]
ELBO: -20431.0: 28%|##8 | 2808/10000 [02:52<07:07, 16.83it/s]
ELBO: -20390.7: 28%|##8 | 2809/10000 [02:52<07:07, 16.83it/s]
ELBO: -20390.7: 28%|##8 | 2810/10000 [02:52<07:47, 15.37it/s]
ELBO: -20464.1: 28%|##8 | 2810/10000 [02:52<07:47, 15.37it/s]
ELBO: -20431.5: 28%|##8 | 2811/10000 [02:52<07:47, 15.37it/s]
ELBO: -20422.7: 28%|##8 | 2812/10000 [02:53<07:47, 15.37it/s]
ELBO: -20422.7: 28%|##8 | 2813/10000 [02:53<08:03, 14.86it/s]
ELBO: -20469.5: 28%|##8 | 2813/10000 [02:53<08:03, 14.86it/s]
ELBO: -20377.2: 28%|##8 | 2814/10000 [02:53<08:03, 14.86it/s]
ELBO: -20426.7: 28%|##8 | 2815/10000 [02:53<08:03, 14.86it/s]
ELBO: -20426.7: 28%|##8 | 2816/10000 [02:53<07:17, 16.42it/s]
ELBO: -20445.9: 28%|##8 | 2816/10000 [02:53<07:17, 16.42it/s]
ELBO: -20434.9: 28%|##8 | 2817/10000 [02:53<07:17, 16.42it/s]
ELBO: -20434.9: 28%|##8 | 2818/10000 [02:53<07:54, 15.15it/s]
ELBO: -20384.7: 28%|##8 | 2818/10000 [02:53<07:54, 15.15it/s]
ELBO: -20348.7: 28%|##8 | 2819/10000 [02:53<07:54, 15.15it/s]
ELBO: -20383.0: 28%|##8 | 2820/10000 [02:53<07:53, 15.15it/s]
ELBO: -20383.0: 28%|##8 | 2821/10000 [02:53<07:13, 16.58it/s]
ELBO: -20367.9: 28%|##8 | 2821/10000 [02:53<07:13, 16.58it/s]
ELBO: -20360.5: 28%|##8 | 2822/10000 [02:53<07:13, 16.58it/s]
ELBO: -20360.5: 28%|##8 | 2823/10000 [02:53<07:54, 15.12it/s]
ELBO: -20417.8: 28%|##8 | 2823/10000 [02:53<07:54, 15.12it/s]
ELBO: -20367.8: 28%|##8 | 2824/10000 [02:53<07:54, 15.12it/s]
ELBO: -20289.8: 28%|##8 | 2825/10000 [02:53<07:54, 15.12it/s]
ELBO: -20289.8: 28%|##8 | 2826/10000 [02:53<07:10, 16.65it/s]
ELBO: -20478.9: 28%|##8 | 2826/10000 [02:54<07:10, 16.65it/s]
ELBO: -20343.0: 28%|##8 | 2827/10000 [02:54<07:10, 16.65it/s]
ELBO: -20343.0: 28%|##8 | 2828/10000 [02:54<07:51, 15.20it/s]
ELBO: -20365.5: 28%|##8 | 2828/10000 [02:54<07:51, 15.20it/s]
ELBO: -20374.8: 28%|##8 | 2829/10000 [02:54<07:51, 15.20it/s]
ELBO: -20424.0: 28%|##8 | 2830/10000 [02:54<07:51, 15.20it/s]
ELBO: -20424.0: 28%|##8 | 2831/10000 [02:54<08:08, 14.67it/s]
ELBO: -20353.0: 28%|##8 | 2831/10000 [02:54<08:08, 14.67it/s]
ELBO: -20368.2: 28%|##8 | 2832/10000 [02:54<08:08, 14.67it/s]
ELBO: -20422.1: 28%|##8 | 2833/10000 [02:54<08:08, 14.67it/s]
ELBO: -20422.1: 28%|##8 | 2834/10000 [02:54<07:20, 16.26it/s]
ELBO: -20380.4: 28%|##8 | 2834/10000 [02:54<07:20, 16.26it/s]
ELBO: -20386.6: 28%|##8 | 2835/10000 [02:54<07:20, 16.26it/s]
ELBO: -20386.6: 28%|##8 | 2836/10000 [02:54<07:59, 14.94it/s]
ELBO: -20374.7: 28%|##8 | 2836/10000 [02:54<07:59, 14.94it/s]
ELBO: -20356.4: 28%|##8 | 2837/10000 [02:54<07:59, 14.94it/s]
ELBO: -20373.8: 28%|##8 | 2838/10000 [02:54<07:59, 14.94it/s]
ELBO: -20373.8: 28%|##8 | 2839/10000 [02:54<07:14, 16.49it/s]
ELBO: -20385.9: 28%|##8 | 2839/10000 [02:54<07:14, 16.49it/s]
ELBO: -20315.6: 28%|##8 | 2840/10000 [02:54<07:14, 16.49it/s]
ELBO: -20315.6: 28%|##8 | 2841/10000 [02:54<07:54, 15.09it/s]
ELBO: -20342.8: 28%|##8 | 2841/10000 [02:54<07:54, 15.09it/s]
ELBO: -20400.5: 28%|##8 | 2842/10000 [02:54<07:54, 15.09it/s]
ELBO: -20398.7: 28%|##8 | 2843/10000 [02:55<07:54, 15.09it/s]
ELBO: -20398.7: 28%|##8 | 2844/10000 [02:55<07:11, 16.59it/s]
ELBO: -20366.9: 28%|##8 | 2844/10000 [02:55<07:11, 16.59it/s]
ELBO: -20356.0: 28%|##8 | 2845/10000 [02:55<07:11, 16.59it/s]
ELBO: -20356.0: 28%|##8 | 2846/10000 [02:55<07:54, 15.09it/s]
ELBO: -20341.3: 28%|##8 | 2846/10000 [02:55<07:54, 15.09it/s]
ELBO: -20311.1: 28%|##8 | 2847/10000 [02:55<07:54, 15.09it/s]
ELBO: -20336.4: 28%|##8 | 2848/10000 [02:55<07:54, 15.09it/s]
ELBO: -20336.4: 28%|##8 | 2849/10000 [02:55<08:09, 14.62it/s]
ELBO: -20395.4: 28%|##8 | 2849/10000 [02:55<08:09, 14.62it/s]
ELBO: -20350.3: 28%|##8 | 2850/10000 [02:55<08:09, 14.62it/s]
ELBO: -20316.4: 29%|##8 | 2851/10000 [02:55<08:09, 14.62it/s]
ELBO: -20316.4: 29%|##8 | 2852/10000 [02:55<07:22, 16.16it/s]
ELBO: -20371.6: 29%|##8 | 2852/10000 [02:55<07:22, 16.16it/s]
ELBO: -20340.5: 29%|##8 | 2853/10000 [02:55<07:22, 16.16it/s]
ELBO: -20340.5: 29%|##8 | 2854/10000 [02:55<07:59, 14.91it/s]
ELBO: -20366.3: 29%|##8 | 2854/10000 [02:55<07:59, 14.91it/s]
ELBO: -20339.7: 29%|##8 | 2855/10000 [02:55<07:59, 14.91it/s]
ELBO: -20346.4: 29%|##8 | 2856/10000 [02:55<07:59, 14.91it/s]
ELBO: -20346.4: 29%|##8 | 2857/10000 [02:55<07:13, 16.49it/s]
ELBO: -20344.2: 29%|##8 | 2857/10000 [02:56<07:13, 16.49it/s]
ELBO: -20401.6: 29%|##8 | 2858/10000 [02:56<07:13, 16.49it/s]
ELBO: -20401.6: 29%|##8 | 2859/10000 [02:56<07:52, 15.12it/s]
ELBO: -20381.9: 29%|##8 | 2859/10000 [02:56<07:52, 15.12it/s]
ELBO: -20309.1: 29%|##8 | 2860/10000 [02:56<07:52, 15.12it/s]
ELBO: -20319.3: 29%|##8 | 2861/10000 [02:56<07:52, 15.12it/s]
ELBO: -20319.3: 29%|##8 | 2862/10000 [02:56<07:08, 16.66it/s]
ELBO: -20294.6: 29%|##8 | 2862/10000 [02:56<07:08, 16.66it/s]
ELBO: -20352.8: 29%|##8 | 2863/10000 [02:56<07:08, 16.66it/s]
ELBO: -20352.8: 29%|##8 | 2864/10000 [02:56<07:48, 15.23it/s]
ELBO: -20369.4: 29%|##8 | 2864/10000 [02:56<07:48, 15.23it/s]
ELBO: -20359.5: 29%|##8 | 2865/10000 [02:56<07:48, 15.23it/s]
ELBO: -20390.3: 29%|##8 | 2866/10000 [02:56<07:48, 15.23it/s]
ELBO: -20390.3: 29%|##8 | 2867/10000 [02:56<08:06, 14.66it/s]
ELBO: -20334.0: 29%|##8 | 2867/10000 [02:56<08:06, 14.66it/s]
ELBO: -20299.0: 29%|##8 | 2868/10000 [02:56<08:06, 14.66it/s]
ELBO: -20322.8: 29%|##8 | 2869/10000 [02:56<08:06, 14.66it/s]
ELBO: -20322.8: 29%|##8 | 2870/10000 [02:56<07:18, 16.27it/s]
ELBO: -20346.4: 29%|##8 | 2870/10000 [02:56<07:18, 16.27it/s]
ELBO: -20273.7: 29%|##8 | 2871/10000 [02:56<07:18, 16.27it/s]
ELBO: -20273.7: 29%|##8 | 2872/10000 [02:56<07:55, 14.98it/s]
ELBO: -20348.9: 29%|##8 | 2872/10000 [02:56<07:55, 14.98it/s]
ELBO: -20269.4: 29%|##8 | 2873/10000 [02:56<07:55, 14.98it/s]
ELBO: -20371.7: 29%|##8 | 2874/10000 [02:57<07:55, 14.98it/s]
ELBO: -20371.7: 29%|##8 | 2875/10000 [02:57<07:10, 16.56it/s]
ELBO: -20288.1: 29%|##8 | 2875/10000 [02:57<07:10, 16.56it/s]
ELBO: -20319.1: 29%|##8 | 2876/10000 [02:57<07:10, 16.56it/s]
ELBO: -20319.1: 29%|##8 | 2877/10000 [02:57<07:52, 15.08it/s]
ELBO: -20300.5: 29%|##8 | 2877/10000 [02:57<07:52, 15.08it/s]
ELBO: -20389.0: 29%|##8 | 2880/10000 [02:57<07:52, 15.08it/s]
ELBO: -20271.5: 29%|##8 | 2881/10000 [02:57<07:52, 15.08it/s]
ELBO: -20271.5: 29%|##8 | 2882/10000 [02:57<05:48, 20.44it/s]
ELBO: -20321.1: 29%|##8 | 2882/10000 [02:57<05:48, 20.44it/s]
ELBO: -20264.5: 29%|##8 | 2883/10000 [02:57<05:48, 20.44it/s]
ELBO: -20374.6: 29%|##8 | 2884/10000 [02:57<05:48, 20.44it/s]
ELBO: -20374.6: 29%|##8 | 2885/10000 [02:57<06:32, 18.11it/s]
ELBO: -20215.3: 29%|##8 | 2885/10000 [02:57<06:32, 18.11it/s]
ELBO: -20326.5: 29%|##8 | 2886/10000 [02:57<06:32, 18.11it/s]
ELBO: -20326.5: 29%|##8 | 2887/10000 [02:57<07:16, 16.31it/s]
ELBO: -20335.7: 29%|##8 | 2887/10000 [02:57<07:16, 16.31it/s]
ELBO: -20348.6: 29%|##8 | 2888/10000 [02:57<07:15, 16.31it/s]
ELBO: -20286.7: 29%|##8 | 2889/10000 [02:57<07:15, 16.31it/s]
ELBO: -20286.7: 29%|##8 | 2890/10000 [02:57<06:46, 17.49it/s]
ELBO: -20372.6: 29%|##8 | 2890/10000 [02:57<06:46, 17.49it/s]
ELBO: -20312.7: 29%|##8 | 2891/10000 [02:58<06:46, 17.49it/s]
ELBO: -20312.7: 29%|##8 | 2892/10000 [02:58<07:27, 15.87it/s]
ELBO: -20340.4: 29%|##8 | 2892/10000 [02:58<07:27, 15.87it/s]
ELBO: -20350.8: 29%|##8 | 2893/10000 [02:58<07:27, 15.87it/s]
ELBO: -20313.5: 29%|##8 | 2894/10000 [02:58<07:27, 15.87it/s]
ELBO: -20313.5: 29%|##8 | 2895/10000 [02:58<06:53, 17.18it/s]
ELBO: -20325.0: 29%|##8 | 2895/10000 [02:58<06:53, 17.18it/s]
ELBO: -20220.6: 29%|##8 | 2896/10000 [02:58<06:53, 17.18it/s]
ELBO: -20220.6: 29%|##8 | 2897/10000 [02:58<07:37, 15.53it/s]
ELBO: -20344.6: 29%|##8 | 2897/10000 [02:58<07:37, 15.53it/s]
ELBO: -20293.5: 29%|##8 | 2898/10000 [02:58<07:37, 15.53it/s]
ELBO: -20317.0: 29%|##8 | 2899/10000 [02:58<07:37, 15.53it/s]
ELBO: -20317.0: 29%|##9 | 2900/10000 [02:58<06:58, 16.98it/s]
ELBO: -20292.7: 29%|##9 | 2900/10000 [02:58<06:58, 16.98it/s]
ELBO: -20259.9: 29%|##9 | 2901/10000 [02:58<06:58, 16.98it/s]
ELBO: -20259.9: 29%|##9 | 2902/10000 [02:58<07:39, 15.46it/s]
ELBO: -20270.8: 29%|##9 | 2902/10000 [02:58<07:39, 15.46it/s]
ELBO: -20283.9: 29%|##9 | 2903/10000 [02:58<07:39, 15.46it/s]
ELBO: -20315.4: 29%|##9 | 2904/10000 [02:58<07:39, 15.46it/s]
ELBO: -20315.4: 29%|##9 | 2905/10000 [02:58<07:54, 14.94it/s]
ELBO: -20312.7: 29%|##9 | 2905/10000 [02:58<07:54, 14.94it/s]
ELBO: -20313.6: 29%|##9 | 2906/10000 [02:58<07:54, 14.94it/s]
ELBO: -20272.3: 29%|##9 | 2907/10000 [02:59<07:54, 14.94it/s]
ELBO: -20272.3: 29%|##9 | 2908/10000 [02:59<07:10, 16.47it/s]
ELBO: -20226.4: 29%|##9 | 2908/10000 [02:59<07:10, 16.47it/s]
ELBO: -20344.4: 29%|##9 | 2909/10000 [02:59<07:10, 16.47it/s]
ELBO: -20344.4: 29%|##9 | 2910/10000 [02:59<07:48, 15.15it/s]
ELBO: -20269.4: 29%|##9 | 2910/10000 [02:59<07:48, 15.15it/s]
ELBO: -20277.7: 29%|##9 | 2911/10000 [02:59<07:48, 15.15it/s]
ELBO: -20328.1: 29%|##9 | 2912/10000 [02:59<07:47, 15.15it/s]
ELBO: -20328.1: 29%|##9 | 2913/10000 [02:59<07:04, 16.68it/s]
ELBO: -20304.6: 29%|##9 | 2913/10000 [02:59<07:04, 16.68it/s]
ELBO: -20303.0: 29%|##9 | 2914/10000 [02:59<07:04, 16.68it/s]
ELBO: -20303.0: 29%|##9 | 2915/10000 [02:59<07:46, 15.19it/s]
ELBO: -20291.9: 29%|##9 | 2915/10000 [02:59<07:46, 15.19it/s]
ELBO: -20277.4: 29%|##9 | 2916/10000 [02:59<07:46, 15.19it/s]
ELBO: -20245.9: 29%|##9 | 2917/10000 [02:59<07:46, 15.19it/s]
ELBO: -20245.9: 29%|##9 | 2918/10000 [02:59<07:02, 16.75it/s]
ELBO: -20264.3: 29%|##9 | 2918/10000 [02:59<07:02, 16.75it/s]
ELBO: -20293.9: 29%|##9 | 2919/10000 [02:59<07:02, 16.75it/s]
ELBO: -20293.9: 29%|##9 | 2920/10000 [02:59<07:42, 15.31it/s]
ELBO: -20251.6: 29%|##9 | 2920/10000 [02:59<07:42, 15.31it/s]
ELBO: -20271.1: 29%|##9 | 2921/10000 [02:59<07:42, 15.31it/s]
ELBO: -20290.2: 29%|##9 | 2922/10000 [03:00<07:42, 15.31it/s]
ELBO: -20290.2: 29%|##9 | 2923/10000 [03:00<07:58, 14.79it/s]
ELBO: -20238.7: 29%|##9 | 2923/10000 [03:00<07:58, 14.79it/s]
ELBO: -20267.0: 29%|##9 | 2924/10000 [03:00<07:58, 14.79it/s]
ELBO: -20257.8: 29%|##9 | 2925/10000 [03:00<07:58, 14.79it/s]
ELBO: -20257.8: 29%|##9 | 2926/10000 [03:00<07:12, 16.36it/s]
ELBO: -20266.4: 29%|##9 | 2926/10000 [03:00<07:12, 16.36it/s]
ELBO: -20226.6: 29%|##9 | 2927/10000 [03:00<07:12, 16.36it/s]
ELBO: -20226.6: 29%|##9 | 2928/10000 [03:00<07:48, 15.10it/s]
ELBO: -20237.2: 29%|##9 | 2928/10000 [03:00<07:48, 15.10it/s]
ELBO: -20189.1: 29%|##9 | 2929/10000 [03:00<07:48, 15.10it/s]
ELBO: -20262.4: 29%|##9 | 2930/10000 [03:00<07:48, 15.10it/s]
ELBO: -20262.4: 29%|##9 | 2931/10000 [03:00<07:05, 16.61it/s]
ELBO: -20301.1: 29%|##9 | 2931/10000 [03:00<07:05, 16.61it/s]
ELBO: -20260.3: 29%|##9 | 2932/10000 [03:00<07:05, 16.61it/s]
ELBO: -20260.3: 29%|##9 | 2933/10000 [03:00<07:46, 15.16it/s]
ELBO: -20252.4: 29%|##9 | 2933/10000 [03:00<07:46, 15.16it/s]
ELBO: -20309.3: 29%|##9 | 2934/10000 [03:00<07:45, 15.16it/s]
ELBO: -20265.5: 29%|##9 | 2935/10000 [03:00<07:45, 15.16it/s]
ELBO: -20265.5: 29%|##9 | 2936/10000 [03:00<07:02, 16.70it/s]
ELBO: -20206.7: 29%|##9 | 2936/10000 [03:00<07:02, 16.70it/s]
ELBO: -20240.0: 29%|##9 | 2937/10000 [03:00<07:02, 16.70it/s]
ELBO: -20240.0: 29%|##9 | 2938/10000 [03:00<07:43, 15.23it/s]
ELBO: -20297.4: 29%|##9 | 2938/10000 [03:01<07:43, 15.23it/s]
ELBO: -20218.2: 29%|##9 | 2939/10000 [03:01<07:43, 15.23it/s]
ELBO: -20208.6: 29%|##9 | 2940/10000 [03:01<07:43, 15.23it/s]
ELBO: -20208.6: 29%|##9 | 2941/10000 [03:01<07:59, 14.71it/s]
ELBO: -20196.3: 29%|##9 | 2941/10000 [03:01<07:59, 14.71it/s]
ELBO: -20209.2: 29%|##9 | 2942/10000 [03:01<07:59, 14.71it/s]
ELBO: -20276.6: 29%|##9 | 2943/10000 [03:01<07:59, 14.71it/s]
ELBO: -20276.6: 29%|##9 | 2944/10000 [03:01<07:13, 16.27it/s]
ELBO: -20224.8: 29%|##9 | 2944/10000 [03:01<07:13, 16.27it/s]
ELBO: -20296.2: 29%|##9 | 2945/10000 [03:01<07:13, 16.27it/s]
ELBO: -20296.2: 29%|##9 | 2946/10000 [03:01<07:50, 15.00it/s]
ELBO: -20212.6: 29%|##9 | 2946/10000 [03:01<07:50, 15.00it/s]
ELBO: -20284.2: 29%|##9 | 2947/10000 [03:01<07:50, 15.00it/s]
ELBO: -20177.8: 29%|##9 | 2948/10000 [03:01<07:50, 15.00it/s]
ELBO: -20177.8: 29%|##9 | 2949/10000 [03:01<07:05, 16.56it/s]
ELBO: -20211.6: 29%|##9 | 2949/10000 [03:01<07:05, 16.56it/s]
ELBO: -20303.2: 30%|##9 | 2950/10000 [03:01<07:05, 16.56it/s]
ELBO: -20303.2: 30%|##9 | 2951/10000 [03:01<07:46, 15.13it/s]
ELBO: -20203.7: 30%|##9 | 2951/10000 [03:01<07:46, 15.13it/s]
ELBO: -20181.4: 30%|##9 | 2952/10000 [03:01<07:45, 15.13it/s]
ELBO: -20276.6: 30%|##9 | 2953/10000 [03:01<07:45, 15.13it/s]
ELBO: -20276.6: 30%|##9 | 2954/10000 [03:01<07:04, 16.62it/s]
ELBO: -20231.1: 30%|##9 | 2954/10000 [03:02<07:04, 16.62it/s]
ELBO: -20153.6: 30%|##9 | 2955/10000 [03:02<07:03, 16.62it/s]
ELBO: -20153.6: 30%|##9 | 2956/10000 [03:02<07:43, 15.20it/s]
ELBO: -20202.5: 30%|##9 | 2956/10000 [03:02<07:43, 15.20it/s]
ELBO: -20210.4: 30%|##9 | 2957/10000 [03:02<07:43, 15.20it/s]
ELBO: -20251.3: 30%|##9 | 2958/10000 [03:02<07:43, 15.20it/s]
ELBO: -20251.3: 30%|##9 | 2959/10000 [03:02<07:57, 14.74it/s]
ELBO: -20266.0: 30%|##9 | 2959/10000 [03:02<07:57, 14.74it/s]
ELBO: -20189.3: 30%|##9 | 2960/10000 [03:02<07:57, 14.74it/s]
ELBO: -20189.3: 30%|##9 | 2961/10000 [03:02<07:27, 15.71it/s]
ELBO: -20239.8: 30%|##9 | 2961/10000 [03:02<07:27, 15.71it/s]
ELBO: -20164.5: 30%|##9 | 2962/10000 [03:02<07:27, 15.71it/s]
ELBO: -20204.5: 30%|##9 | 2963/10000 [03:02<07:27, 15.71it/s]
ELBO: -20204.5: 30%|##9 | 2964/10000 [03:02<07:47, 15.05it/s]
ELBO: -20250.1: 30%|##9 | 2964/10000 [03:02<07:47, 15.05it/s]
ELBO: -20221.6: 30%|##9 | 2965/10000 [03:02<07:47, 15.05it/s]
ELBO: -20300.3: 30%|##9 | 2966/10000 [03:02<07:47, 15.05it/s]
ELBO: -20300.3: 30%|##9 | 2967/10000 [03:02<07:05, 16.52it/s]
ELBO: -20227.4: 30%|##9 | 2967/10000 [03:02<07:05, 16.52it/s]
ELBO: -20207.9: 30%|##9 | 2968/10000 [03:02<07:05, 16.52it/s]
ELBO: -20207.9: 30%|##9 | 2969/10000 [03:02<07:46, 15.07it/s]
ELBO: -20230.4: 30%|##9 | 2969/10000 [03:03<07:46, 15.07it/s]
ELBO: -20292.2: 30%|##9 | 2970/10000 [03:03<07:46, 15.07it/s]
ELBO: -20229.0: 30%|##9 | 2971/10000 [03:03<07:46, 15.07it/s]
ELBO: -20229.0: 30%|##9 | 2972/10000 [03:03<07:04, 16.57it/s]
ELBO: -20262.6: 30%|##9 | 2972/10000 [03:03<07:04, 16.57it/s]
ELBO: -20226.8: 30%|##9 | 2973/10000 [03:03<07:04, 16.57it/s]
ELBO: -20226.8: 30%|##9 | 2974/10000 [03:03<07:42, 15.19it/s]
ELBO: -20208.8: 30%|##9 | 2974/10000 [03:03<07:42, 15.19it/s]
ELBO: -20243.8: 30%|##9 | 2975/10000 [03:03<07:42, 15.19it/s]
ELBO: -20300.1: 30%|##9 | 2976/10000 [03:03<07:42, 15.19it/s]
ELBO: -20300.1: 30%|##9 | 2977/10000 [03:03<07:56, 14.74it/s]
ELBO: -20236.4: 30%|##9 | 2977/10000 [03:03<07:56, 14.74it/s]
ELBO: -20137.7: 30%|##9 | 2978/10000 [03:03<07:56, 14.74it/s]
ELBO: -20110.5: 30%|##9 | 2979/10000 [03:03<07:56, 14.74it/s]
ELBO: -20110.5: 30%|##9 | 2980/10000 [03:03<07:11, 16.28it/s]
ELBO: -20228.1: 30%|##9 | 2980/10000 [03:03<07:11, 16.28it/s]
ELBO: -20240.1: 30%|##9 | 2981/10000 [03:03<07:11, 16.28it/s]
ELBO: -20240.1: 30%|##9 | 2982/10000 [03:03<07:50, 14.93it/s]
ELBO: -20146.4: 30%|##9 | 2982/10000 [03:03<07:50, 14.93it/s]
ELBO: -20217.6: 30%|##9 | 2983/10000 [03:03<07:50, 14.93it/s]
ELBO: -20185.9: 30%|##9 | 2984/10000 [03:03<07:49, 14.93it/s]
ELBO: -20185.9: 30%|##9 | 2985/10000 [03:03<07:05, 16.50it/s]
ELBO: -20214.9: 30%|##9 | 2985/10000 [03:04<07:05, 16.50it/s]
ELBO: -20214.9: 30%|##9 | 2988/10000 [03:04<06:18, 18.53it/s]
ELBO: -20249.5: 30%|##9 | 2988/10000 [03:04<06:18, 18.53it/s]
ELBO: -20158.4: 30%|##9 | 2989/10000 [03:04<06:18, 18.53it/s]
ELBO: -20245.8: 30%|##9 | 2990/10000 [03:04<06:18, 18.53it/s]
ELBO: -20245.8: 30%|##9 | 2991/10000 [03:04<06:04, 19.22it/s]
ELBO: -20140.4: 30%|##9 | 2991/10000 [03:04<06:04, 19.22it/s]
ELBO: -20160.8: 30%|##9 | 2992/10000 [03:04<06:04, 19.22it/s]
ELBO: -20160.8: 30%|##9 | 2993/10000 [03:04<06:54, 16.90it/s]
ELBO: -20190.1: 30%|##9 | 2993/10000 [03:04<06:54, 16.90it/s]
ELBO: -20167.6: 30%|##9 | 2994/10000 [03:04<06:54, 16.90it/s]
ELBO: -20138.8: 30%|##9 | 2995/10000 [03:04<06:54, 16.90it/s]
ELBO: -20138.8: 30%|##9 | 2996/10000 [03:04<06:27, 18.05it/s]
ELBO: -20131.7: 30%|##9 | 2996/10000 [03:04<06:27, 18.05it/s]
ELBO: -20114.7: 30%|##9 | 2997/10000 [03:04<06:27, 18.05it/s]
ELBO: -20114.7: 30%|##9 | 2998/10000 [03:04<07:14, 16.12it/s]
ELBO: -20182.1: 30%|##9 | 2998/10000 [03:04<07:14, 16.12it/s]
ELBO: -20133.4: 30%|##9 | 2999/10000 [03:04<07:14, 16.12it/s]
ELBO: -20198.5: 30%|### | 3000/10000 [03:04<07:14, 16.12it/s]
ELBO: -20198.5: 30%|### | 3001/10000 [03:04<06:41, 17.42it/s]
ELBO: -20096.6: 30%|### | 3001/10000 [03:04<06:41, 17.42it/s]
ELBO: -20154.2: 30%|### | 3002/10000 [03:04<06:41, 17.42it/s]
ELBO: -20154.2: 30%|### | 3003/10000 [03:04<07:26, 15.68it/s]
ELBO: -20115.5: 30%|### | 3003/10000 [03:05<07:26, 15.68it/s]
ELBO: -20165.2: 30%|### | 3004/10000 [03:05<07:26, 15.68it/s]
ELBO: -20118.0: 30%|### | 3005/10000 [03:05<07:26, 15.68it/s]
ELBO: -20118.0: 30%|### | 3006/10000 [03:05<07:50, 14.87it/s]
ELBO: -20162.6: 30%|### | 3006/10000 [03:05<07:50, 14.87it/s]
ELBO: -20191.8: 30%|### | 3007/10000 [03:05<07:50, 14.87it/s]
ELBO: -20176.2: 30%|### | 3008/10000 [03:05<07:50, 14.87it/s]
ELBO: -20176.2: 30%|### | 3009/10000 [03:05<07:05, 16.42it/s]
ELBO: -20129.0: 30%|### | 3009/10000 [03:05<07:05, 16.42it/s]
ELBO: -20169.6: 30%|### | 3010/10000 [03:05<07:05, 16.42it/s]
ELBO: -20169.6: 30%|### | 3011/10000 [03:05<07:42, 15.12it/s]
ELBO: -20203.0: 30%|### | 3011/10000 [03:05<07:42, 15.12it/s]
ELBO: -20184.3: 30%|### | 3012/10000 [03:05<07:42, 15.12it/s]
ELBO: -20204.9: 30%|### | 3013/10000 [03:05<07:42, 15.12it/s]
ELBO: -20204.9: 30%|### | 3014/10000 [03:05<06:59, 16.66it/s]
ELBO: -20147.5: 30%|### | 3014/10000 [03:05<06:59, 16.66it/s]
ELBO: -20045.0: 30%|### | 3015/10000 [03:05<06:59, 16.66it/s]
ELBO: -20045.0: 30%|### | 3016/10000 [03:05<07:39, 15.20it/s]
ELBO: -20153.3: 30%|### | 3016/10000 [03:05<07:39, 15.20it/s]
ELBO: -20177.6: 30%|### | 3017/10000 [03:05<07:39, 15.20it/s]
ELBO: -20171.1: 30%|### | 3018/10000 [03:05<07:39, 15.20it/s]
ELBO: -20171.1: 30%|### | 3019/10000 [03:05<06:57, 16.72it/s]
ELBO: -20148.9: 30%|### | 3019/10000 [03:06<06:57, 16.72it/s]
ELBO: -20168.0: 30%|### | 3020/10000 [03:06<06:57, 16.72it/s]
ELBO: -20168.0: 30%|### | 3021/10000 [03:06<07:38, 15.22it/s]
ELBO: -20209.9: 30%|### | 3021/10000 [03:06<07:38, 15.22it/s]
ELBO: -20203.7: 30%|### | 3022/10000 [03:06<07:38, 15.22it/s]
ELBO: -20160.8: 30%|### | 3023/10000 [03:06<07:38, 15.22it/s]
ELBO: -20160.8: 30%|### | 3024/10000 [03:06<07:53, 14.73it/s]
ELBO: -20130.6: 30%|### | 3024/10000 [03:06<07:53, 14.73it/s]
ELBO: -20193.2: 30%|### | 3025/10000 [03:06<07:53, 14.73it/s]
ELBO: -20208.3: 30%|### | 3026/10000 [03:06<07:53, 14.73it/s]
ELBO: -20208.3: 30%|### | 3027/10000 [03:06<07:08, 16.27it/s]
ELBO: -20108.1: 30%|### | 3027/10000 [03:06<07:08, 16.27it/s]
ELBO: -20156.1: 30%|### | 3028/10000 [03:06<07:08, 16.27it/s]
ELBO: -20156.1: 30%|### | 3029/10000 [03:06<07:43, 15.04it/s]
ELBO: -20167.2: 30%|### | 3029/10000 [03:06<07:43, 15.04it/s]
ELBO: -20098.1: 30%|### | 3030/10000 [03:06<07:43, 15.04it/s]
ELBO: -20060.8: 30%|### | 3031/10000 [03:06<07:43, 15.04it/s]
ELBO: -20060.8: 30%|### | 3032/10000 [03:06<06:59, 16.59it/s]
ELBO: -20131.3: 30%|### | 3032/10000 [03:06<06:59, 16.59it/s]
ELBO: -20089.9: 30%|### | 3033/10000 [03:06<06:59, 16.59it/s]
ELBO: -20089.9: 30%|### | 3034/10000 [03:06<07:39, 15.17it/s]
ELBO: -20143.4: 30%|### | 3034/10000 [03:07<07:39, 15.17it/s]
ELBO: -20144.4: 30%|### | 3035/10000 [03:07<07:39, 15.17it/s]
ELBO: -20100.5: 30%|### | 3036/10000 [03:07<07:39, 15.17it/s]
ELBO: -20100.5: 30%|### | 3037/10000 [03:07<06:55, 16.74it/s]
ELBO: -20140.0: 30%|### | 3037/10000 [03:07<06:55, 16.74it/s]
ELBO: -20175.6: 30%|### | 3038/10000 [03:07<06:55, 16.74it/s]
ELBO: -20175.6: 30%|### | 3039/10000 [03:07<07:36, 15.26it/s]
ELBO: -20111.1: 30%|### | 3039/10000 [03:07<07:36, 15.26it/s]
ELBO: -20061.1: 30%|### | 3040/10000 [03:07<07:36, 15.26it/s]
ELBO: -20129.2: 30%|### | 3041/10000 [03:07<07:36, 15.26it/s]
ELBO: -20129.2: 30%|### | 3042/10000 [03:07<07:50, 14.80it/s]
ELBO: -20118.6: 30%|### | 3042/10000 [03:07<07:50, 14.80it/s]
ELBO: -20116.0: 30%|### | 3043/10000 [03:07<07:50, 14.80it/s]
ELBO: -20101.2: 30%|### | 3044/10000 [03:07<07:49, 14.80it/s]
ELBO: -20101.2: 30%|### | 3045/10000 [03:07<07:04, 16.38it/s]
ELBO: -20144.6: 30%|### | 3045/10000 [03:07<07:04, 16.38it/s]
ELBO: -20047.6: 30%|### | 3046/10000 [03:07<07:04, 16.38it/s]
ELBO: -20047.6: 30%|### | 3047/10000 [03:07<07:39, 15.13it/s]
ELBO: -20142.3: 30%|### | 3047/10000 [03:07<07:39, 15.13it/s]
ELBO: -20121.5: 30%|### | 3048/10000 [03:07<07:39, 15.13it/s]
ELBO: -20205.4: 30%|### | 3049/10000 [03:07<07:39, 15.13it/s]
ELBO: -20205.4: 30%|### | 3050/10000 [03:07<06:55, 16.71it/s]
ELBO: -20072.0: 30%|### | 3050/10000 [03:08<06:55, 16.71it/s]
ELBO: -20116.4: 31%|### | 3051/10000 [03:08<06:55, 16.71it/s]
ELBO: -20116.4: 31%|### | 3052/10000 [03:08<07:36, 15.23it/s]
ELBO: -20193.1: 31%|### | 3052/10000 [03:08<07:36, 15.23it/s]
ELBO: -20103.4: 31%|### | 3053/10000 [03:08<07:36, 15.23it/s]
ELBO: -20096.2: 31%|### | 3054/10000 [03:08<07:36, 15.23it/s]
ELBO: -20096.2: 31%|### | 3055/10000 [03:08<06:53, 16.79it/s]
ELBO: -20174.4: 31%|### | 3055/10000 [03:08<06:53, 16.79it/s]
ELBO: -20139.7: 31%|### | 3056/10000 [03:08<06:53, 16.79it/s]
ELBO: -20139.7: 31%|### | 3057/10000 [03:08<07:33, 15.30it/s]
ELBO: -20110.6: 31%|### | 3057/10000 [03:08<07:33, 15.30it/s]
ELBO: -20069.9: 31%|### | 3058/10000 [03:08<07:33, 15.30it/s]
ELBO: -20173.5: 31%|### | 3059/10000 [03:08<07:33, 15.30it/s]
ELBO: -20173.5: 31%|### | 3060/10000 [03:08<07:49, 14.80it/s]
ELBO: -20170.9: 31%|### | 3060/10000 [03:08<07:49, 14.80it/s]
ELBO: -20050.7: 31%|### | 3061/10000 [03:08<07:48, 14.80it/s]
ELBO: -20065.7: 31%|### | 3062/10000 [03:08<07:48, 14.80it/s]
ELBO: -20065.7: 31%|### | 3063/10000 [03:08<07:04, 16.35it/s]
ELBO: -20127.3: 31%|### | 3063/10000 [03:08<07:04, 16.35it/s]
ELBO: -20131.9: 31%|### | 3064/10000 [03:08<07:04, 16.35it/s]
ELBO: -20131.9: 31%|### | 3065/10000 [03:08<07:43, 14.98it/s]
ELBO: -20167.7: 31%|### | 3065/10000 [03:09<07:43, 14.98it/s]
ELBO: -20129.9: 31%|### | 3066/10000 [03:09<07:43, 14.98it/s]
ELBO: -20075.8: 31%|### | 3067/10000 [03:09<07:42, 14.98it/s]
ELBO: -20075.8: 31%|### | 3068/10000 [03:09<06:59, 16.51it/s]
ELBO: -20052.6: 31%|### | 3068/10000 [03:09<06:59, 16.51it/s]
ELBO: -20078.4: 31%|### | 3069/10000 [03:09<06:59, 16.51it/s]
ELBO: -20078.4: 31%|### | 3070/10000 [03:09<07:38, 15.10it/s]
ELBO: -20123.7: 31%|### | 3070/10000 [03:09<07:38, 15.10it/s]
ELBO: -20089.2: 31%|### | 3071/10000 [03:09<07:38, 15.10it/s]
ELBO: -20106.0: 31%|### | 3072/10000 [03:09<07:38, 15.10it/s]
ELBO: -20106.0: 31%|### | 3073/10000 [03:09<06:56, 16.61it/s]
ELBO: -20063.0: 31%|### | 3073/10000 [03:09<06:56, 16.61it/s]
ELBO: -20071.2: 31%|### | 3074/10000 [03:09<06:56, 16.61it/s]
ELBO: -20071.2: 31%|### | 3075/10000 [03:09<07:35, 15.22it/s]
ELBO: -20083.6: 31%|### | 3075/10000 [03:09<07:35, 15.22it/s]
ELBO: -20104.8: 31%|### | 3076/10000 [03:09<07:35, 15.22it/s]
ELBO: -20005.6: 31%|### | 3077/10000 [03:09<07:34, 15.22it/s]
ELBO: -20005.6: 31%|### | 3078/10000 [03:09<07:52, 14.64it/s]
ELBO: -20153.6: 31%|### | 3078/10000 [03:09<07:52, 14.64it/s]
ELBO: -20121.6: 31%|### | 3079/10000 [03:09<07:52, 14.64it/s]
ELBO: -20103.9: 31%|### | 3080/10000 [03:09<07:52, 14.64it/s]
ELBO: -20103.9: 31%|### | 3081/10000 [03:09<07:06, 16.22it/s]
ELBO: -20080.0: 31%|### | 3081/10000 [03:10<07:06, 16.22it/s]
ELBO: -20099.3: 31%|### | 3082/10000 [03:10<07:06, 16.22it/s]
ELBO: -20099.3: 31%|### | 3083/10000 [03:10<07:41, 14.98it/s]
ELBO: -20089.0: 31%|### | 3083/10000 [03:10<07:41, 14.98it/s]
ELBO: -20087.5: 31%|### | 3084/10000 [03:10<07:41, 14.98it/s]
ELBO: -20081.9: 31%|### | 3085/10000 [03:10<07:41, 14.98it/s]
ELBO: -20081.9: 31%|### | 3086/10000 [03:10<06:57, 16.54it/s]
ELBO: -20110.4: 31%|### | 3086/10000 [03:10<06:57, 16.54it/s]
ELBO: -20139.9: 31%|### | 3087/10000 [03:10<06:57, 16.54it/s]
ELBO: -20139.9: 31%|### | 3088/10000 [03:10<07:36, 15.13it/s]
ELBO: -20021.8: 31%|### | 3088/10000 [03:10<07:36, 15.13it/s]
ELBO: -20093.5: 31%|### | 3089/10000 [03:10<07:36, 15.13it/s]
ELBO: -20105.9: 31%|### | 3090/10000 [03:10<07:36, 15.13it/s]
ELBO: -20105.9: 31%|### | 3091/10000 [03:10<06:53, 16.72it/s]
ELBO: -20195.7: 31%|### | 3091/10000 [03:10<06:53, 16.72it/s]
ELBO: -20072.1: 31%|### | 3092/10000 [03:10<06:53, 16.72it/s]
ELBO: -20072.1: 31%|### | 3093/10000 [03:10<07:32, 15.27it/s]
ELBO: -20027.1: 31%|### | 3093/10000 [03:10<07:32, 15.27it/s]
ELBO: -20076.3: 31%|### | 3094/10000 [03:10<07:32, 15.27it/s]
ELBO: -20095.6: 31%|### | 3095/10000 [03:10<07:32, 15.27it/s]
ELBO: -20095.6: 31%|### | 3096/10000 [03:10<07:47, 14.76it/s]
ELBO: -20068.0: 31%|### | 3096/10000 [03:11<07:47, 14.76it/s]
ELBO: -20019.0: 31%|### | 3097/10000 [03:11<07:47, 14.76it/s]
ELBO: -20059.4: 31%|### | 3098/10000 [03:11<07:47, 14.76it/s]
ELBO: -20059.4: 31%|### | 3099/10000 [03:11<07:02, 16.34it/s]
ELBO: -20110.2: 31%|###1 | 3101/10000 [03:11<07:02, 16.34it/s]
ELBO: -20048.0: 31%|###1 | 3102/10000 [03:11<07:02, 16.34it/s]
ELBO: -20048.0: 31%|###1 | 3103/10000 [03:11<06:08, 18.72it/s]
ELBO: -20134.3: 31%|###1 | 3103/10000 [03:11<06:08, 18.72it/s]
ELBO: -20050.8: 31%|###1 | 3104/10000 [03:11<06:08, 18.72it/s]
ELBO: -20046.6: 31%|###1 | 3105/10000 [03:11<06:08, 18.72it/s]
ELBO: -20046.6: 31%|###1 | 3106/10000 [03:11<05:59, 19.19it/s]
ELBO: -20098.2: 31%|###1 | 3106/10000 [03:11<05:59, 19.19it/s]
ELBO: -20110.9: 31%|###1 | 3107/10000 [03:11<05:59, 19.19it/s]
ELBO: -20110.9: 31%|###1 | 3108/10000 [03:11<06:48, 16.88it/s]
ELBO: -20068.5: 31%|###1 | 3108/10000 [03:11<06:48, 16.88it/s]
ELBO: -20066.5: 31%|###1 | 3109/10000 [03:11<06:48, 16.88it/s]
ELBO: -20053.8: 31%|###1 | 3110/10000 [03:11<06:48, 16.88it/s]
ELBO: -20053.8: 31%|###1 | 3111/10000 [03:11<06:23, 17.97it/s]
ELBO: -19981.7: 31%|###1 | 3111/10000 [03:11<06:23, 17.97it/s]
ELBO: -20128.5: 31%|###1 | 3112/10000 [03:11<06:23, 17.97it/s]
ELBO: -20128.5: 31%|###1 | 3113/10000 [03:11<07:06, 16.14it/s]
ELBO: -20084.3: 31%|###1 | 3113/10000 [03:11<07:06, 16.14it/s]
ELBO: -20121.8: 31%|###1 | 3114/10000 [03:11<07:06, 16.14it/s]
ELBO: -20101.2: 31%|###1 | 3115/10000 [03:12<07:06, 16.14it/s]
ELBO: -20101.2: 31%|###1 | 3116/10000 [03:12<07:29, 15.32it/s]
ELBO: -20042.3: 31%|###1 | 3116/10000 [03:12<07:29, 15.32it/s]
ELBO: -20106.0: 31%|###1 | 3117/10000 [03:12<07:29, 15.32it/s]
ELBO: -20010.7: 31%|###1 | 3118/10000 [03:12<07:29, 15.32it/s]
ELBO: -20010.7: 31%|###1 | 3119/10000 [03:12<06:52, 16.67it/s]
ELBO: -20105.6: 31%|###1 | 3119/10000 [03:12<06:52, 16.67it/s]
ELBO: -20062.9: 31%|###1 | 3120/10000 [03:12<06:52, 16.67it/s]
ELBO: -20062.9: 31%|###1 | 3121/10000 [03:12<07:29, 15.29it/s]
ELBO: -20073.5: 31%|###1 | 3121/10000 [03:12<07:29, 15.29it/s]
ELBO: -20043.9: 31%|###1 | 3122/10000 [03:12<07:29, 15.29it/s]
ELBO: -20042.1: 31%|###1 | 3123/10000 [03:12<07:29, 15.29it/s]
ELBO: -20042.1: 31%|###1 | 3124/10000 [03:12<06:49, 16.78it/s]
ELBO: -20039.4: 31%|###1 | 3124/10000 [03:12<06:49, 16.78it/s]
ELBO: -20068.7: 31%|###1 | 3125/10000 [03:12<06:49, 16.78it/s]
ELBO: -20068.7: 31%|###1 | 3126/10000 [03:12<07:30, 15.27it/s]
ELBO: -20094.6: 31%|###1 | 3126/10000 [03:12<07:30, 15.27it/s]
ELBO: -20009.7: 31%|###1 | 3127/10000 [03:12<07:29, 15.27it/s]
ELBO: -20018.4: 31%|###1 | 3128/10000 [03:12<07:29, 15.27it/s]
ELBO: -20018.4: 31%|###1 | 3129/10000 [03:12<06:48, 16.81it/s]
ELBO: -20075.3: 31%|###1 | 3129/10000 [03:12<06:48, 16.81it/s]
ELBO: -20053.7: 31%|###1 | 3130/10000 [03:13<06:48, 16.81it/s]
ELBO: -20053.7: 31%|###1 | 3131/10000 [03:13<07:29, 15.29it/s]
ELBO: -20062.7: 31%|###1 | 3131/10000 [03:13<07:29, 15.29it/s]
ELBO: -20062.0: 31%|###1 | 3132/10000 [03:13<07:29, 15.29it/s]
ELBO: -19983.5: 31%|###1 | 3133/10000 [03:13<07:29, 15.29it/s]
ELBO: -19983.5: 31%|###1 | 3134/10000 [03:13<07:45, 14.76it/s]
ELBO: -20059.6: 31%|###1 | 3134/10000 [03:13<07:45, 14.76it/s]
ELBO: -20006.1: 31%|###1 | 3135/10000 [03:13<07:45, 14.76it/s]
ELBO: -20068.2: 31%|###1 | 3136/10000 [03:13<07:45, 14.76it/s]
ELBO: -20068.2: 31%|###1 | 3137/10000 [03:13<07:01, 16.29it/s]
ELBO: -20037.8: 31%|###1 | 3137/10000 [03:13<07:01, 16.29it/s]
ELBO: -20009.1: 31%|###1 | 3138/10000 [03:13<07:01, 16.29it/s]
ELBO: -20009.1: 31%|###1 | 3139/10000 [03:13<07:36, 15.02it/s]
ELBO: -20009.2: 31%|###1 | 3139/10000 [03:13<07:36, 15.02it/s]
ELBO: -20046.0: 31%|###1 | 3140/10000 [03:13<07:36, 15.02it/s]
ELBO: -19996.2: 31%|###1 | 3141/10000 [03:13<07:36, 15.02it/s]
ELBO: -19996.2: 31%|###1 | 3142/10000 [03:13<06:53, 16.59it/s]
ELBO: -19996.6: 31%|###1 | 3142/10000 [03:13<06:53, 16.59it/s]
ELBO: -20035.4: 31%|###1 | 3143/10000 [03:13<06:53, 16.59it/s]
ELBO: -20035.4: 31%|###1 | 3144/10000 [03:13<07:31, 15.18it/s]
ELBO: -20084.8: 31%|###1 | 3144/10000 [03:13<07:31, 15.18it/s]
ELBO: -20089.9: 31%|###1 | 3145/10000 [03:13<07:31, 15.18it/s]
ELBO: -19978.3: 31%|###1 | 3146/10000 [03:14<07:31, 15.18it/s]
ELBO: -19978.3: 31%|###1 | 3147/10000 [03:14<06:50, 16.68it/s]
ELBO: -20009.9: 31%|###1 | 3147/10000 [03:14<06:50, 16.68it/s]
ELBO: -19989.1: 31%|###1 | 3148/10000 [03:14<06:50, 16.68it/s]
ELBO: -19989.1: 31%|###1 | 3149/10000 [03:14<07:31, 15.17it/s]
ELBO: -19978.8: 31%|###1 | 3149/10000 [03:14<07:31, 15.17it/s]
ELBO: -20046.4: 32%|###1 | 3150/10000 [03:14<07:31, 15.17it/s]
ELBO: -20022.4: 32%|###1 | 3151/10000 [03:14<07:31, 15.17it/s]
ELBO: -20022.4: 32%|###1 | 3152/10000 [03:14<07:45, 14.71it/s]
ELBO: -20103.2: 32%|###1 | 3152/10000 [03:14<07:45, 14.71it/s]
ELBO: -20032.8: 32%|###1 | 3153/10000 [03:14<07:45, 14.71it/s]
ELBO: -20022.6: 32%|###1 | 3154/10000 [03:14<07:45, 14.71it/s]
ELBO: -20022.6: 32%|###1 | 3155/10000 [03:14<06:59, 16.30it/s]
ELBO: -20017.4: 32%|###1 | 3155/10000 [03:14<06:59, 16.30it/s]
ELBO: -20041.4: 32%|###1 | 3156/10000 [03:14<06:59, 16.30it/s]
ELBO: -20041.4: 32%|###1 | 3157/10000 [03:14<07:34, 15.05it/s]
ELBO: -20057.2: 32%|###1 | 3157/10000 [03:14<07:34, 15.05it/s]
ELBO: -19974.9: 32%|###1 | 3158/10000 [03:14<07:34, 15.05it/s]
ELBO: -19998.8: 32%|###1 | 3159/10000 [03:14<07:34, 15.05it/s]
ELBO: -19998.8: 32%|###1 | 3160/10000 [03:14<06:52, 16.58it/s]
ELBO: -19983.1: 32%|###1 | 3160/10000 [03:14<06:52, 16.58it/s]
ELBO: -20019.3: 32%|###1 | 3161/10000 [03:15<06:52, 16.58it/s]
ELBO: -20019.3: 32%|###1 | 3162/10000 [03:15<07:31, 15.14it/s]
ELBO: -20052.3: 32%|###1 | 3162/10000 [03:15<07:31, 15.14it/s]
ELBO: -20037.2: 32%|###1 | 3163/10000 [03:15<07:31, 15.14it/s]
ELBO: -19986.8: 32%|###1 | 3164/10000 [03:15<07:31, 15.14it/s]
ELBO: -19986.8: 32%|###1 | 3165/10000 [03:15<06:48, 16.73it/s]
ELBO: -20056.7: 32%|###1 | 3165/10000 [03:15<06:48, 16.73it/s]
ELBO: -19948.0: 32%|###1 | 3166/10000 [03:15<06:48, 16.73it/s]
ELBO: -19948.0: 32%|###1 | 3167/10000 [03:15<07:26, 15.29it/s]
ELBO: -20062.4: 32%|###1 | 3167/10000 [03:15<07:26, 15.29it/s]
ELBO: -20010.2: 32%|###1 | 3168/10000 [03:15<07:26, 15.29it/s]
ELBO: -20051.1: 32%|###1 | 3169/10000 [03:15<07:26, 15.29it/s]
ELBO: -20051.1: 32%|###1 | 3170/10000 [03:15<07:42, 14.78it/s]
ELBO: -20007.5: 32%|###1 | 3170/10000 [03:15<07:42, 14.78it/s]
ELBO: -19955.1: 32%|###1 | 3171/10000 [03:15<07:41, 14.78it/s]
ELBO: -19981.2: 32%|###1 | 3172/10000 [03:15<07:41, 14.78it/s]
ELBO: -19981.2: 32%|###1 | 3173/10000 [03:15<06:57, 16.36it/s]
ELBO: -19966.7: 32%|###1 | 3173/10000 [03:15<06:57, 16.36it/s]
ELBO: -19974.2: 32%|###1 | 3174/10000 [03:15<06:57, 16.36it/s]
ELBO: -19974.2: 32%|###1 | 3175/10000 [03:15<07:33, 15.06it/s]
ELBO: -20033.8: 32%|###1 | 3175/10000 [03:15<07:33, 15.06it/s]
ELBO: -20010.8: 32%|###1 | 3176/10000 [03:15<07:33, 15.06it/s]
ELBO: -20047.8: 32%|###1 | 3177/10000 [03:16<07:33, 15.06it/s]
ELBO: -20047.8: 32%|###1 | 3178/10000 [03:16<06:50, 16.62it/s]
ELBO: -20029.2: 32%|###1 | 3178/10000 [03:16<06:50, 16.62it/s]
ELBO: -19940.9: 32%|###1 | 3179/10000 [03:16<06:50, 16.62it/s]
ELBO: -19940.9: 32%|###1 | 3180/10000 [03:16<07:29, 15.19it/s]
ELBO: -20073.9: 32%|###1 | 3180/10000 [03:16<07:29, 15.19it/s]
ELBO: -19987.5: 32%|###1 | 3181/10000 [03:16<07:29, 15.19it/s]
ELBO: -20020.6: 32%|###1 | 3182/10000 [03:16<07:28, 15.19it/s]
ELBO: -20020.6: 32%|###1 | 3183/10000 [03:16<06:47, 16.73it/s]
ELBO: -19980.1: 32%|###1 | 3183/10000 [03:16<06:47, 16.73it/s]
ELBO: -19994.2: 32%|###1 | 3184/10000 [03:16<06:47, 16.73it/s]
ELBO: -19994.2: 32%|###1 | 3185/10000 [03:16<07:25, 15.28it/s]
ELBO: -20024.1: 32%|###1 | 3185/10000 [03:16<07:25, 15.28it/s]
ELBO: -20013.8: 32%|###1 | 3186/10000 [03:16<07:25, 15.28it/s]
ELBO: -20003.7: 32%|###1 | 3187/10000 [03:16<07:25, 15.28it/s]
ELBO: -20003.7: 32%|###1 | 3188/10000 [03:16<07:45, 14.63it/s]
ELBO: -19966.5: 32%|###1 | 3188/10000 [03:16<07:45, 14.63it/s]
ELBO: -19974.3: 32%|###1 | 3189/10000 [03:16<07:45, 14.63it/s]
ELBO: -20024.3: 32%|###1 | 3190/10000 [03:16<07:45, 14.63it/s]
ELBO: -20024.3: 32%|###1 | 3191/10000 [03:16<06:59, 16.23it/s]
ELBO: -19935.5: 32%|###1 | 3191/10000 [03:16<06:59, 16.23it/s]
ELBO: -19980.9: 32%|###1 | 3192/10000 [03:17<06:59, 16.23it/s]
ELBO: -19980.9: 32%|###1 | 3193/10000 [03:17<07:32, 15.05it/s]
ELBO: -20045.0: 32%|###1 | 3193/10000 [03:17<07:32, 15.05it/s]
ELBO: -19995.8: 32%|###1 | 3194/10000 [03:17<07:32, 15.05it/s]
ELBO: -19961.6: 32%|###1 | 3195/10000 [03:17<07:32, 15.05it/s]
ELBO: -19961.6: 32%|###1 | 3196/10000 [03:17<06:49, 16.62it/s]
ELBO: -20001.4: 32%|###1 | 3196/10000 [03:17<06:49, 16.62it/s]
ELBO: -19976.0: 32%|###1 | 3197/10000 [03:17<06:49, 16.62it/s]
ELBO: -19976.0: 32%|###1 | 3198/10000 [03:17<07:26, 15.22it/s]
ELBO: -19986.7: 32%|###1 | 3198/10000 [03:17<07:26, 15.22it/s]
ELBO: -19974.1: 32%|###1 | 3199/10000 [03:17<07:26, 15.22it/s]
ELBO: -19948.2: 32%|###2 | 3200/10000 [03:17<07:26, 15.22it/s]
ELBO: -19948.2: 32%|###2 | 3201/10000 [03:17<06:45, 16.78it/s]
ELBO: -20036.1: 32%|###2 | 3201/10000 [03:17<06:45, 16.78it/s]
ELBO: -19993.6: 32%|###2 | 3202/10000 [03:17<06:45, 16.78it/s]
ELBO: -19993.6: 32%|###2 | 3203/10000 [03:17<07:22, 15.35it/s]
ELBO: -19956.6: 32%|###2 | 3203/10000 [03:17<07:22, 15.35it/s]
ELBO: -19974.3: 32%|###2 | 3204/10000 [03:17<07:22, 15.35it/s]
ELBO: -19952.2: 32%|###2 | 3205/10000 [03:17<07:22, 15.35it/s]
ELBO: -19952.2: 32%|###2 | 3206/10000 [03:17<07:37, 14.85it/s]
ELBO: -19997.8: 32%|###2 | 3206/10000 [03:17<07:37, 14.85it/s]
ELBO: -19952.6: 32%|###2 | 3207/10000 [03:17<07:37, 14.85it/s]
ELBO: -19988.3: 32%|###2 | 3208/10000 [03:17<07:37, 14.85it/s]
ELBO: -19988.3: 32%|###2 | 3209/10000 [03:17<06:55, 16.33it/s]
ELBO: -20038.6: 32%|###2 | 3209/10000 [03:18<06:55, 16.33it/s]
ELBO: -19961.4: 32%|###2 | 3210/10000 [03:18<06:55, 16.33it/s]
ELBO: -19961.4: 32%|###2 | 3211/10000 [03:18<07:32, 14.99it/s]
ELBO: -20025.4: 32%|###2 | 3211/10000 [03:18<07:32, 14.99it/s]
ELBO: -19941.1: 32%|###2 | 3214/10000 [03:18<07:32, 14.99it/s]
ELBO: -19967.4: 32%|###2 | 3215/10000 [03:18<07:32, 14.99it/s]
ELBO: -19967.4: 32%|###2 | 3216/10000 [03:18<05:33, 20.33it/s]
ELBO: -19988.3: 32%|###2 | 3216/10000 [03:18<05:33, 20.33it/s]
ELBO: -19934.0: 32%|###2 | 3217/10000 [03:18<05:33, 20.33it/s]
ELBO: -19902.4: 32%|###2 | 3218/10000 [03:18<05:33, 20.33it/s]
ELBO: -19902.4: 32%|###2 | 3219/10000 [03:18<06:16, 18.01it/s]
ELBO: -20010.6: 32%|###2 | 3219/10000 [03:18<06:16, 18.01it/s]
ELBO: -19899.7: 32%|###2 | 3220/10000 [03:18<06:16, 18.01it/s]
ELBO: -20034.3: 32%|###2 | 3221/10000 [03:18<06:16, 18.01it/s]
ELBO: -20034.3: 32%|###2 | 3222/10000 [03:18<06:47, 16.63it/s]
ELBO: -19989.1: 32%|###2 | 3222/10000 [03:18<06:47, 16.63it/s]
ELBO: -19940.5: 32%|###2 | 3223/10000 [03:18<06:47, 16.63it/s]
ELBO: -19929.2: 32%|###2 | 3224/10000 [03:18<06:47, 16.63it/s]
ELBO: -19929.2: 32%|###2 | 3225/10000 [03:18<06:25, 17.59it/s]
ELBO: -19850.1: 32%|###2 | 3225/10000 [03:19<06:25, 17.59it/s]
ELBO: -19944.2: 32%|###2 | 3226/10000 [03:19<06:25, 17.59it/s]
ELBO: -19944.2: 32%|###2 | 3227/10000 [03:19<07:05, 15.92it/s]
ELBO: -19963.4: 32%|###2 | 3227/10000 [03:19<07:05, 15.92it/s]
ELBO: -19990.7: 32%|###2 | 3228/10000 [03:19<07:05, 15.92it/s]
ELBO: -19936.6: 32%|###2 | 3229/10000 [03:19<07:05, 15.92it/s]
ELBO: -19936.6: 32%|###2 | 3230/10000 [03:19<06:32, 17.24it/s]
ELBO: -19947.1: 32%|###2 | 3230/10000 [03:19<06:32, 17.24it/s]
ELBO: -19980.2: 32%|###2 | 3231/10000 [03:19<06:32, 17.24it/s]
ELBO: -19980.2: 32%|###2 | 3232/10000 [03:19<07:10, 15.72it/s]
ELBO: -19974.6: 32%|###2 | 3232/10000 [03:19<07:10, 15.72it/s]
ELBO: -19914.4: 32%|###2 | 3233/10000 [03:19<07:10, 15.72it/s]
ELBO: -19933.4: 32%|###2 | 3234/10000 [03:19<07:10, 15.72it/s]
ELBO: -19933.4: 32%|###2 | 3235/10000 [03:19<07:28, 15.08it/s]
ELBO: -19984.8: 32%|###2 | 3235/10000 [03:19<07:28, 15.08it/s]
ELBO: -20061.0: 32%|###2 | 3236/10000 [03:19<07:28, 15.08it/s]
ELBO: -19915.7: 32%|###2 | 3237/10000 [03:19<07:28, 15.08it/s]
ELBO: -19915.7: 32%|###2 | 3238/10000 [03:19<06:47, 16.57it/s]
ELBO: -19944.5: 32%|###2 | 3238/10000 [03:19<06:47, 16.57it/s]
ELBO: -19906.4: 32%|###2 | 3239/10000 [03:19<06:47, 16.57it/s]
ELBO: -19906.4: 32%|###2 | 3240/10000 [03:19<07:24, 15.21it/s]
ELBO: -19877.4: 32%|###2 | 3240/10000 [03:19<07:24, 15.21it/s]
ELBO: -19955.6: 32%|###2 | 3241/10000 [03:19<07:24, 15.21it/s]
ELBO: -19982.6: 32%|###2 | 3242/10000 [03:20<07:24, 15.21it/s]
ELBO: -19982.6: 32%|###2 | 3243/10000 [03:20<06:43, 16.73it/s]
ELBO: -19988.7: 32%|###2 | 3243/10000 [03:20<06:43, 16.73it/s]
ELBO: -19939.9: 32%|###2 | 3244/10000 [03:20<06:43, 16.73it/s]
ELBO: -19939.9: 32%|###2 | 3245/10000 [03:20<07:23, 15.25it/s]
ELBO: -19974.9: 32%|###2 | 3245/10000 [03:20<07:23, 15.25it/s]
ELBO: -19975.9: 32%|###2 | 3246/10000 [03:20<07:23, 15.25it/s]
ELBO: -19930.6: 32%|###2 | 3247/10000 [03:20<07:22, 15.25it/s]
ELBO: -19930.6: 32%|###2 | 3248/10000 [03:20<06:42, 16.78it/s]
ELBO: -19876.6: 32%|###2 | 3248/10000 [03:20<06:42, 16.78it/s]
ELBO: -19946.4: 32%|###2 | 3249/10000 [03:20<06:42, 16.78it/s]
ELBO: -19946.4: 32%|###2 | 3250/10000 [03:20<07:21, 15.30it/s]
ELBO: -19933.8: 32%|###2 | 3250/10000 [03:20<07:21, 15.30it/s]
ELBO: -19887.0: 33%|###2 | 3251/10000 [03:20<07:21, 15.30it/s]
ELBO: -19925.5: 33%|###2 | 3252/10000 [03:20<07:21, 15.30it/s]
ELBO: -19925.5: 33%|###2 | 3253/10000 [03:20<07:37, 14.75it/s]
ELBO: -19907.1: 33%|###2 | 3253/10000 [03:20<07:37, 14.75it/s]
ELBO: -19901.5: 33%|###2 | 3254/10000 [03:20<07:37, 14.75it/s]
ELBO: -19920.2: 33%|###2 | 3255/10000 [03:20<07:37, 14.75it/s]
ELBO: -19920.2: 33%|###2 | 3256/10000 [03:20<06:54, 16.28it/s]
ELBO: -19942.2: 33%|###2 | 3256/10000 [03:20<06:54, 16.28it/s]
ELBO: -19908.1: 33%|###2 | 3257/10000 [03:21<06:54, 16.28it/s]
ELBO: -19908.1: 33%|###2 | 3258/10000 [03:21<07:29, 15.01it/s]
ELBO: -19932.8: 33%|###2 | 3258/10000 [03:21<07:29, 15.01it/s]
ELBO: -19903.4: 33%|###2 | 3259/10000 [03:21<07:29, 15.01it/s]
ELBO: -19906.1: 33%|###2 | 3260/10000 [03:21<07:29, 15.01it/s]
ELBO: -19906.1: 33%|###2 | 3261/10000 [03:21<06:48, 16.52it/s]
ELBO: -19890.2: 33%|###2 | 3261/10000 [03:21<06:48, 16.52it/s]
ELBO: -19930.1: 33%|###2 | 3262/10000 [03:21<06:47, 16.52it/s]
ELBO: -19930.1: 33%|###2 | 3263/10000 [03:21<07:27, 15.06it/s]
ELBO: -19927.2: 33%|###2 | 3263/10000 [03:21<07:27, 15.06it/s]
ELBO: -19945.4: 33%|###2 | 3264/10000 [03:21<07:27, 15.06it/s]
ELBO: -19866.5: 33%|###2 | 3265/10000 [03:21<07:27, 15.06it/s]
ELBO: -19866.5: 33%|###2 | 3266/10000 [03:21<06:45, 16.62it/s]
ELBO: -19885.8: 33%|###2 | 3266/10000 [03:21<06:45, 16.62it/s]
ELBO: -19968.6: 33%|###2 | 3267/10000 [03:21<06:45, 16.62it/s]
ELBO: -19968.6: 33%|###2 | 3268/10000 [03:21<07:22, 15.23it/s]
ELBO: -19907.7: 33%|###2 | 3268/10000 [03:21<07:22, 15.23it/s]
ELBO: -19874.9: 33%|###2 | 3269/10000 [03:21<07:21, 15.23it/s]
ELBO: -19932.5: 33%|###2 | 3270/10000 [03:21<07:21, 15.23it/s]
ELBO: -19932.5: 33%|###2 | 3271/10000 [03:21<07:35, 14.77it/s]
ELBO: -19858.7: 33%|###2 | 3271/10000 [03:21<07:35, 14.77it/s]
ELBO: -19874.1: 33%|###2 | 3272/10000 [03:21<07:35, 14.77it/s]
ELBO: -19879.5: 33%|###2 | 3273/10000 [03:22<07:35, 14.77it/s]
ELBO: -19879.5: 33%|###2 | 3274/10000 [03:22<06:51, 16.36it/s]
ELBO: -19900.9: 33%|###2 | 3274/10000 [03:22<06:51, 16.36it/s]
ELBO: -19856.1: 33%|###2 | 3275/10000 [03:22<06:51, 16.36it/s]
ELBO: -19856.1: 33%|###2 | 3276/10000 [03:22<07:27, 15.03it/s]
ELBO: -19893.5: 33%|###2 | 3276/10000 [03:22<07:27, 15.03it/s]
ELBO: -19904.3: 33%|###2 | 3277/10000 [03:22<07:27, 15.03it/s]
ELBO: -19875.3: 33%|###2 | 3278/10000 [03:22<07:27, 15.03it/s]
ELBO: -19875.3: 33%|###2 | 3279/10000 [03:22<06:44, 16.60it/s]
ELBO: -19963.2: 33%|###2 | 3279/10000 [03:22<06:44, 16.60it/s]
ELBO: -19963.2: 33%|###2 | 3280/10000 [03:22<06:44, 16.60it/s]
ELBO: -19963.2: 33%|###2 | 3281/10000 [03:22<07:23, 15.14it/s]
ELBO: -19914.6: 33%|###2 | 3281/10000 [03:22<07:23, 15.14it/s]
ELBO: -19892.5: 33%|###2 | 3282/10000 [03:22<07:23, 15.14it/s]
ELBO: -19843.2: 33%|###2 | 3283/10000 [03:22<07:23, 15.14it/s]
ELBO: -19843.2: 33%|###2 | 3284/10000 [03:22<06:41, 16.72it/s]
ELBO: -19970.7: 33%|###2 | 3284/10000 [03:22<06:41, 16.72it/s]
ELBO: -19880.3: 33%|###2 | 3285/10000 [03:22<06:41, 16.72it/s]
ELBO: -19880.3: 33%|###2 | 3286/10000 [03:22<07:20, 15.25it/s]
ELBO: -19833.5: 33%|###2 | 3286/10000 [03:22<07:20, 15.25it/s]
ELBO: -19864.7: 33%|###2 | 3287/10000 [03:22<07:20, 15.25it/s]
ELBO: -19826.5: 33%|###2 | 3288/10000 [03:23<07:20, 15.25it/s]
ELBO: -19826.5: 33%|###2 | 3289/10000 [03:23<07:35, 14.73it/s]
ELBO: -19905.0: 33%|###2 | 3289/10000 [03:23<07:35, 14.73it/s]
ELBO: -19865.8: 33%|###2 | 3290/10000 [03:23<07:35, 14.73it/s]
ELBO: -19936.8: 33%|###2 | 3291/10000 [03:23<07:35, 14.73it/s]
ELBO: -19936.8: 33%|###2 | 3292/10000 [03:23<06:50, 16.33it/s]
ELBO: -19870.8: 33%|###2 | 3292/10000 [03:23<06:50, 16.33it/s]
ELBO: -19821.6: 33%|###2 | 3293/10000 [03:23<06:50, 16.33it/s]
ELBO: -19821.6: 33%|###2 | 3294/10000 [03:23<07:27, 15.00it/s]
ELBO: -19836.4: 33%|###2 | 3294/10000 [03:23<07:27, 15.00it/s]
ELBO: -19912.9: 33%|###2 | 3295/10000 [03:23<07:26, 15.00it/s]
ELBO: -19891.1: 33%|###2 | 3296/10000 [03:23<07:26, 15.00it/s]
ELBO: -19891.1: 33%|###2 | 3297/10000 [03:23<06:43, 16.59it/s]
ELBO: -19829.0: 33%|###2 | 3297/10000 [03:23<06:43, 16.59it/s]
ELBO: -19945.3: 33%|###2 | 3298/10000 [03:23<06:43, 16.59it/s]
ELBO: -19945.3: 33%|###2 | 3299/10000 [03:23<07:21, 15.19it/s]
ELBO: -19757.1: 33%|###2 | 3299/10000 [03:23<07:21, 15.19it/s]
ELBO: -19858.0: 33%|###3 | 3300/10000 [03:23<07:21, 15.19it/s]
ELBO: -19871.9: 33%|###3 | 3301/10000 [03:23<07:20, 15.19it/s]
ELBO: -19871.9: 33%|###3 | 3302/10000 [03:23<06:39, 16.78it/s]
ELBO: -19888.0: 33%|###3 | 3302/10000 [03:23<06:39, 16.78it/s]
ELBO: -19918.4: 33%|###3 | 3303/10000 [03:23<06:39, 16.78it/s]
ELBO: -19918.4: 33%|###3 | 3304/10000 [03:23<07:17, 15.30it/s]
ELBO: -19818.6: 33%|###3 | 3304/10000 [03:24<07:17, 15.30it/s]
ELBO: -19917.4: 33%|###3 | 3305/10000 [03:24<07:17, 15.30it/s]
ELBO: -19908.6: 33%|###3 | 3306/10000 [03:24<07:17, 15.30it/s]
ELBO: -19908.6: 33%|###3 | 3307/10000 [03:24<07:33, 14.77it/s]
ELBO: -19800.0: 33%|###3 | 3307/10000 [03:24<07:33, 14.77it/s]
ELBO: -19899.8: 33%|###3 | 3308/10000 [03:24<07:33, 14.77it/s]
ELBO: -19815.6: 33%|###3 | 3309/10000 [03:24<07:32, 14.77it/s]
ELBO: -19815.6: 33%|###3 | 3310/10000 [03:24<06:49, 16.33it/s]
ELBO: -19920.5: 33%|###3 | 3310/10000 [03:24<06:49, 16.33it/s]
ELBO: -19912.3: 33%|###3 | 3311/10000 [03:24<06:49, 16.33it/s]
ELBO: -19912.3: 33%|###3 | 3312/10000 [03:24<07:23, 15.09it/s]
ELBO: -19881.8: 33%|###3 | 3312/10000 [03:24<07:23, 15.09it/s]
ELBO: -19889.6: 33%|###3 | 3313/10000 [03:24<07:22, 15.09it/s]
ELBO: -19838.9: 33%|###3 | 3314/10000 [03:24<07:22, 15.09it/s]
ELBO: -19838.9: 33%|###3 | 3315/10000 [03:24<06:42, 16.62it/s]
ELBO: -19849.4: 33%|###3 | 3315/10000 [03:24<06:42, 16.62it/s]
ELBO: -19834.7: 33%|###3 | 3316/10000 [03:24<06:42, 16.62it/s]
ELBO: -19834.7: 33%|###3 | 3317/10000 [03:24<07:19, 15.19it/s]
ELBO: -19937.2: 33%|###3 | 3317/10000 [03:24<07:19, 15.19it/s]
ELBO: -19839.2: 33%|###3 | 3318/10000 [03:24<07:19, 15.19it/s]
ELBO: -19864.1: 33%|###3 | 3319/10000 [03:24<07:19, 15.19it/s]
ELBO: -19864.1: 33%|###3 | 3320/10000 [03:24<06:37, 16.79it/s]
ELBO: -19838.4: 33%|###3 | 3320/10000 [03:25<06:37, 16.79it/s]
ELBO: -19849.8: 33%|###3 | 3321/10000 [03:25<06:37, 16.79it/s]
ELBO: -19849.8: 33%|###3 | 3322/10000 [03:25<07:16, 15.28it/s]
ELBO: -19917.6: 33%|###3 | 3322/10000 [03:25<07:16, 15.28it/s]
ELBO: -19815.3: 33%|###3 | 3323/10000 [03:25<07:16, 15.28it/s]
ELBO: -19834.8: 33%|###3 | 3324/10000 [03:25<07:16, 15.28it/s]
ELBO: -19834.8: 33%|###3 | 3325/10000 [03:25<07:32, 14.76it/s]
ELBO: -19884.5: 33%|###3 | 3325/10000 [03:25<07:32, 14.76it/s]
ELBO: -19903.1: 33%|###3 | 3328/10000 [03:25<07:32, 14.76it/s]
ELBO: -19844.4: 33%|###3 | 3329/10000 [03:25<07:32, 14.76it/s]
ELBO: -19844.4: 33%|###3 | 3330/10000 [03:25<05:34, 19.92it/s]
ELBO: -19814.8: 33%|###3 | 3330/10000 [03:25<05:34, 19.92it/s]
ELBO: -19804.7: 33%|###3 | 3331/10000 [03:25<05:34, 19.92it/s]
ELBO: -19853.6: 33%|###3 | 3332/10000 [03:25<05:34, 19.92it/s]
ELBO: -19853.6: 33%|###3 | 3333/10000 [03:25<06:13, 17.87it/s]
ELBO: -19811.3: 33%|###3 | 3333/10000 [03:25<06:13, 17.87it/s]
ELBO: -19919.5: 33%|###3 | 3334/10000 [03:25<06:13, 17.87it/s]
ELBO: -19882.4: 33%|###3 | 3335/10000 [03:25<06:13, 17.87it/s]
ELBO: -19882.4: 33%|###3 | 3336/10000 [03:25<06:42, 16.55it/s]
ELBO: -19892.5: 33%|###3 | 3336/10000 [03:25<06:42, 16.55it/s]
ELBO: -19894.6: 33%|###3 | 3337/10000 [03:25<06:42, 16.55it/s]
ELBO: -19834.2: 33%|###3 | 3338/10000 [03:26<06:42, 16.55it/s]
ELBO: -19834.2: 33%|###3 | 3339/10000 [03:26<06:17, 17.62it/s]
ELBO: -19791.5: 33%|###3 | 3339/10000 [03:26<06:17, 17.62it/s]
ELBO: -19919.0: 33%|###3 | 3340/10000 [03:26<06:17, 17.62it/s]
ELBO: -19919.0: 33%|###3 | 3341/10000 [03:26<06:55, 16.01it/s]
ELBO: -19841.7: 33%|###3 | 3341/10000 [03:26<06:55, 16.01it/s]
ELBO: -19819.9: 33%|###3 | 3342/10000 [03:26<06:55, 16.01it/s]
ELBO: -19821.8: 33%|###3 | 3343/10000 [03:26<06:55, 16.01it/s]
ELBO: -19821.8: 33%|###3 | 3344/10000 [03:26<06:24, 17.30it/s]
ELBO: -19893.8: 33%|###3 | 3344/10000 [03:26<06:24, 17.30it/s]
ELBO: -19810.5: 33%|###3 | 3345/10000 [03:26<06:24, 17.30it/s]
ELBO: -19810.5: 33%|###3 | 3346/10000 [03:26<07:04, 15.69it/s]
ELBO: -19834.9: 33%|###3 | 3346/10000 [03:26<07:04, 15.69it/s]
ELBO: -19901.5: 33%|###3 | 3347/10000 [03:26<07:03, 15.69it/s]
ELBO: -19775.1: 33%|###3 | 3348/10000 [03:26<07:03, 15.69it/s]
ELBO: -19775.1: 33%|###3 | 3349/10000 [03:26<06:28, 17.14it/s]
ELBO: -19812.7: 33%|###3 | 3349/10000 [03:26<06:28, 17.14it/s]
ELBO: -19850.8: 34%|###3 | 3350/10000 [03:26<06:28, 17.14it/s]
ELBO: -19850.8: 34%|###3 | 3351/10000 [03:26<07:05, 15.63it/s]
ELBO: -19847.5: 34%|###3 | 3351/10000 [03:26<07:05, 15.63it/s]
ELBO: -19832.8: 34%|###3 | 3352/10000 [03:26<07:05, 15.63it/s]
ELBO: -19812.8: 34%|###3 | 3353/10000 [03:27<07:05, 15.63it/s]
ELBO: -19812.8: 34%|###3 | 3354/10000 [03:27<07:21, 15.06it/s]
ELBO: -19819.0: 34%|###3 | 3354/10000 [03:27<07:21, 15.06it/s]
ELBO: -19836.6: 34%|###3 | 3355/10000 [03:27<07:21, 15.06it/s]
ELBO: -19821.6: 34%|###3 | 3356/10000 [03:27<07:21, 15.06it/s]
ELBO: -19821.6: 34%|###3 | 3357/10000 [03:27<06:41, 16.54it/s]
ELBO: -19897.8: 34%|###3 | 3357/10000 [03:27<06:41, 16.54it/s]
ELBO: -19870.3: 34%|###3 | 3358/10000 [03:27<06:41, 16.54it/s]
ELBO: -19870.3: 34%|###3 | 3359/10000 [03:27<07:16, 15.22it/s]
ELBO: -19899.8: 34%|###3 | 3359/10000 [03:27<07:16, 15.22it/s]
ELBO: -19798.4: 34%|###3 | 3360/10000 [03:27<07:16, 15.22it/s]
ELBO: -19942.6: 34%|###3 | 3361/10000 [03:27<07:16, 15.22it/s]
ELBO: -19942.6: 34%|###3 | 3362/10000 [03:27<06:37, 16.71it/s]
ELBO: -19902.4: 34%|###3 | 3362/10000 [03:27<06:37, 16.71it/s]
ELBO: -19831.3: 34%|###3 | 3363/10000 [03:27<06:37, 16.71it/s]
ELBO: -19831.3: 34%|###3 | 3364/10000 [03:27<07:14, 15.26it/s]
ELBO: -19838.9: 34%|###3 | 3364/10000 [03:27<07:14, 15.26it/s]
ELBO: -19882.7: 34%|###3 | 3365/10000 [03:27<07:14, 15.26it/s]
ELBO: -19829.8: 34%|###3 | 3366/10000 [03:27<07:14, 15.26it/s]
ELBO: -19829.8: 34%|###3 | 3367/10000 [03:27<06:34, 16.81it/s]
ELBO: -19786.4: 34%|###3 | 3367/10000 [03:27<06:34, 16.81it/s]
ELBO: -19760.7: 34%|###3 | 3368/10000 [03:27<06:34, 16.81it/s]
ELBO: -19760.7: 34%|###3 | 3369/10000 [03:27<07:12, 15.34it/s]
ELBO: -19790.6: 34%|###3 | 3369/10000 [03:28<07:12, 15.34it/s]
ELBO: -19757.6: 34%|###3 | 3370/10000 [03:28<07:12, 15.34it/s]
ELBO: -19912.1: 34%|###3 | 3371/10000 [03:28<07:12, 15.34it/s]
ELBO: -19912.1: 34%|###3 | 3372/10000 [03:28<07:27, 14.80it/s]
ELBO: -19815.9: 34%|###3 | 3372/10000 [03:28<07:27, 14.80it/s]
ELBO: -19839.3: 34%|###3 | 3373/10000 [03:28<07:27, 14.80it/s]
ELBO: -19828.1: 34%|###3 | 3374/10000 [03:28<07:27, 14.80it/s]
ELBO: -19828.1: 34%|###3 | 3375/10000 [03:28<06:45, 16.32it/s]
ELBO: -19810.4: 34%|###3 | 3375/10000 [03:28<06:45, 16.32it/s]
ELBO: -19820.5: 34%|###3 | 3376/10000 [03:28<06:45, 16.32it/s]
ELBO: -19820.5: 34%|###3 | 3377/10000 [03:28<07:19, 15.08it/s]
ELBO: -19839.9: 34%|###3 | 3377/10000 [03:28<07:19, 15.08it/s]
ELBO: -19838.8: 34%|###3 | 3378/10000 [03:28<07:19, 15.08it/s]
ELBO: -19815.7: 34%|###3 | 3379/10000 [03:28<07:19, 15.08it/s]
ELBO: -19815.7: 34%|###3 | 3380/10000 [03:28<06:38, 16.62it/s]
ELBO: -19800.9: 34%|###3 | 3380/10000 [03:28<06:38, 16.62it/s]
ELBO: -19865.6: 34%|###3 | 3381/10000 [03:28<06:38, 16.62it/s]
ELBO: -19865.6: 34%|###3 | 3382/10000 [03:28<07:16, 15.16it/s]
ELBO: -19782.2: 34%|###3 | 3382/10000 [03:28<07:16, 15.16it/s]
ELBO: -19832.9: 34%|###3 | 3383/10000 [03:28<07:16, 15.16it/s]
ELBO: -19877.7: 34%|###3 | 3384/10000 [03:28<07:16, 15.16it/s]
ELBO: -19877.7: 34%|###3 | 3385/10000 [03:28<06:35, 16.72it/s]
ELBO: -19841.4: 34%|###3 | 3385/10000 [03:29<06:35, 16.72it/s]
ELBO: -19792.9: 34%|###3 | 3386/10000 [03:29<06:35, 16.72it/s]
ELBO: -19792.9: 34%|###3 | 3387/10000 [03:29<07:12, 15.29it/s]
ELBO: -19728.7: 34%|###3 | 3387/10000 [03:29<07:12, 15.29it/s]
ELBO: -19816.7: 34%|###3 | 3388/10000 [03:29<07:12, 15.29it/s]
ELBO: -19806.5: 34%|###3 | 3389/10000 [03:29<07:12, 15.29it/s]
ELBO: -19806.5: 34%|###3 | 3390/10000 [03:29<07:26, 14.79it/s]
ELBO: -19782.4: 34%|###3 | 3390/10000 [03:29<07:26, 14.79it/s]
ELBO: -19761.1: 34%|###3 | 3391/10000 [03:29<07:26, 14.79it/s]
ELBO: -19791.0: 34%|###3 | 3392/10000 [03:29<07:26, 14.79it/s]
ELBO: -19791.0: 34%|###3 | 3393/10000 [03:29<06:44, 16.35it/s]
ELBO: -19728.4: 34%|###3 | 3393/10000 [03:29<06:44, 16.35it/s]
ELBO: -19824.5: 34%|###3 | 3394/10000 [03:29<06:44, 16.35it/s]
ELBO: -19824.5: 34%|###3 | 3395/10000 [03:29<07:17, 15.09it/s]
ELBO: -19818.1: 34%|###3 | 3395/10000 [03:29<07:17, 15.09it/s]
ELBO: -19786.2: 34%|###3 | 3396/10000 [03:29<07:17, 15.09it/s]
ELBO: -19770.0: 34%|###3 | 3397/10000 [03:29<07:17, 15.09it/s]
ELBO: -19770.0: 34%|###3 | 3398/10000 [03:29<06:36, 16.67it/s]
ELBO: -19831.0: 34%|###3 | 3398/10000 [03:29<06:36, 16.67it/s]
ELBO: -19821.3: 34%|###3 | 3399/10000 [03:29<06:36, 16.67it/s]
ELBO: -19821.3: 34%|###4 | 3400/10000 [03:29<07:14, 15.20it/s]
ELBO: -19794.8: 34%|###4 | 3400/10000 [03:29<07:14, 15.20it/s]
ELBO: -19788.5: 34%|###4 | 3401/10000 [03:30<07:14, 15.20it/s]
ELBO: -19777.0: 34%|###4 | 3402/10000 [03:30<07:14, 15.20it/s]
ELBO: -19777.0: 34%|###4 | 3403/10000 [03:30<06:33, 16.76it/s]
ELBO: -19747.7: 34%|###4 | 3403/10000 [03:30<06:33, 16.76it/s]
ELBO: -19798.3: 34%|###4 | 3404/10000 [03:30<06:33, 16.76it/s]
ELBO: -19798.3: 34%|###4 | 3405/10000 [03:30<07:09, 15.34it/s]
ELBO: -19773.3: 34%|###4 | 3405/10000 [03:30<07:09, 15.34it/s]
ELBO: -19870.3: 34%|###4 | 3406/10000 [03:30<07:09, 15.34it/s]
ELBO: -19798.1: 34%|###4 | 3407/10000 [03:30<07:09, 15.34it/s]
ELBO: -19798.1: 34%|###4 | 3408/10000 [03:30<07:24, 14.83it/s]
ELBO: -19773.3: 34%|###4 | 3408/10000 [03:30<07:24, 14.83it/s]
ELBO: -19766.6: 34%|###4 | 3409/10000 [03:30<07:24, 14.83it/s]
ELBO: -19807.5: 34%|###4 | 3410/10000 [03:30<07:24, 14.83it/s]
ELBO: -19807.5: 34%|###4 | 3411/10000 [03:30<06:41, 16.40it/s]
ELBO: -19802.9: 34%|###4 | 3411/10000 [03:30<06:41, 16.40it/s]
ELBO: -19776.1: 34%|###4 | 3412/10000 [03:30<06:41, 16.40it/s]
ELBO: -19776.1: 34%|###4 | 3413/10000 [03:30<07:18, 15.03it/s]
ELBO: -19755.0: 34%|###4 | 3413/10000 [03:30<07:18, 15.03it/s]
ELBO: -19799.4: 34%|###4 | 3414/10000 [03:30<07:18, 15.03it/s]
ELBO: -19765.9: 34%|###4 | 3415/10000 [03:30<07:18, 15.03it/s]
ELBO: -19765.9: 34%|###4 | 3416/10000 [03:30<06:37, 16.55it/s]
ELBO: -19782.4: 34%|###4 | 3416/10000 [03:31<06:37, 16.55it/s]
ELBO: -19831.7: 34%|###4 | 3417/10000 [03:31<06:37, 16.55it/s]
ELBO: -19831.7: 34%|###4 | 3418/10000 [03:31<07:15, 15.11it/s]
ELBO: -19778.2: 34%|###4 | 3418/10000 [03:31<07:15, 15.11it/s]
ELBO: -19757.3: 34%|###4 | 3419/10000 [03:31<07:15, 15.11it/s]
ELBO: -19757.3: 34%|###4 | 3420/10000 [03:31<06:48, 16.10it/s]
ELBO: -19788.2: 34%|###4 | 3420/10000 [03:31<06:48, 16.10it/s]
ELBO: -19782.6: 34%|###4 | 3421/10000 [03:31<06:48, 16.10it/s]
ELBO: -19782.6: 34%|###4 | 3422/10000 [03:31<07:24, 14.79it/s]
ELBO: -19778.0: 34%|###4 | 3422/10000 [03:31<07:24, 14.79it/s]
ELBO: -19831.0: 34%|###4 | 3423/10000 [03:31<07:24, 14.79it/s]
ELBO: -19752.6: 34%|###4 | 3424/10000 [03:31<07:24, 14.79it/s]
ELBO: -19752.6: 34%|###4 | 3425/10000 [03:31<06:36, 16.57it/s]
ELBO: -19757.1: 34%|###4 | 3425/10000 [03:31<06:36, 16.57it/s]
ELBO: -19716.5: 34%|###4 | 3426/10000 [03:31<06:36, 16.57it/s]
ELBO: -19716.5: 34%|###4 | 3427/10000 [03:31<07:15, 15.10it/s]
ELBO: -19696.0: 34%|###4 | 3427/10000 [03:31<07:15, 15.10it/s]
ELBO: -19747.0: 34%|###4 | 3428/10000 [03:31<07:15, 15.10it/s]
ELBO: -19740.6: 34%|###4 | 3429/10000 [03:31<07:15, 15.10it/s]
ELBO: -19740.6: 34%|###4 | 3430/10000 [03:31<06:32, 16.73it/s]
ELBO: -19759.6: 34%|###4 | 3430/10000 [03:31<06:32, 16.73it/s]
ELBO: -19755.9: 34%|###4 | 3431/10000 [03:31<06:32, 16.73it/s]
ELBO: -19755.9: 34%|###4 | 3432/10000 [03:31<07:14, 15.10it/s]
ELBO: -19728.9: 34%|###4 | 3432/10000 [03:32<07:14, 15.10it/s]
ELBO: -19789.7: 34%|###4 | 3433/10000 [03:32<07:14, 15.10it/s]
ELBO: -19736.8: 34%|###4 | 3434/10000 [03:32<07:14, 15.10it/s]
ELBO: -19736.8: 34%|###4 | 3435/10000 [03:32<07:28, 14.63it/s]
ELBO: -19745.5: 34%|###4 | 3435/10000 [03:32<07:28, 14.63it/s]
ELBO: -19766.4: 34%|###4 | 3436/10000 [03:32<07:28, 14.63it/s]
ELBO: -19725.7: 34%|###4 | 3437/10000 [03:32<07:28, 14.63it/s]
ELBO: -19725.7: 34%|###4 | 3438/10000 [03:32<06:44, 16.22it/s]
ELBO: -19755.5: 34%|###4 | 3438/10000 [03:32<06:44, 16.22it/s]
ELBO: -19798.3: 34%|###4 | 3439/10000 [03:32<06:44, 16.22it/s]
ELBO: -19798.3: 34%|###4 | 3440/10000 [03:32<07:18, 14.96it/s]
ELBO: -19740.6: 34%|###4 | 3440/10000 [03:32<07:18, 14.96it/s]
ELBO: -19744.0: 34%|###4 | 3441/10000 [03:32<07:18, 14.96it/s]
ELBO: -19767.9: 34%|###4 | 3444/10000 [03:32<07:18, 14.96it/s]
ELBO: -19767.9: 34%|###4 | 3445/10000 [03:32<05:23, 20.28it/s]
ELBO: -19753.6: 34%|###4 | 3445/10000 [03:32<05:23, 20.28it/s]
ELBO: -19778.2: 34%|###4 | 3446/10000 [03:32<05:23, 20.28it/s]
ELBO: -19776.4: 34%|###4 | 3447/10000 [03:32<05:23, 20.28it/s]
ELBO: -19776.4: 34%|###4 | 3448/10000 [03:32<06:06, 17.90it/s]
ELBO: -19710.6: 34%|###4 | 3448/10000 [03:32<06:06, 17.90it/s]
ELBO: -19754.7: 34%|###4 | 3449/10000 [03:32<06:06, 17.90it/s]
ELBO: -19689.7: 34%|###4 | 3450/10000 [03:33<06:06, 17.90it/s]
ELBO: -19689.7: 35%|###4 | 3451/10000 [03:33<06:35, 16.55it/s]
ELBO: -19732.3: 35%|###4 | 3451/10000 [03:33<06:35, 16.55it/s]
ELBO: -19747.4: 35%|###4 | 3452/10000 [03:33<06:35, 16.55it/s]
ELBO: -19792.3: 35%|###4 | 3453/10000 [03:33<06:35, 16.55it/s]
ELBO: -19792.3: 35%|###4 | 3454/10000 [03:33<06:11, 17.60it/s]
ELBO: -19764.2: 35%|###4 | 3454/10000 [03:33<06:11, 17.60it/s]
ELBO: -19729.4: 35%|###4 | 3455/10000 [03:33<06:11, 17.60it/s]
ELBO: -19729.4: 35%|###4 | 3456/10000 [03:33<06:50, 15.94it/s]
ELBO: -19692.2: 35%|###4 | 3456/10000 [03:33<06:50, 15.94it/s]
ELBO: -19699.2: 35%|###4 | 3457/10000 [03:33<06:50, 15.94it/s]
ELBO: -19756.0: 35%|###4 | 3458/10000 [03:33<06:50, 15.94it/s]
ELBO: -19756.0: 35%|###4 | 3459/10000 [03:33<06:20, 17.17it/s]
ELBO: -19765.2: 35%|###4 | 3459/10000 [03:33<06:20, 17.17it/s]
ELBO: -19737.4: 35%|###4 | 3460/10000 [03:33<06:20, 17.17it/s]
ELBO: -19737.4: 35%|###4 | 3461/10000 [03:33<06:57, 15.66it/s]
ELBO: -19674.5: 35%|###4 | 3461/10000 [03:33<06:57, 15.66it/s]
ELBO: -19727.2: 35%|###4 | 3462/10000 [03:33<06:57, 15.66it/s]
ELBO: -19731.2: 35%|###4 | 3463/10000 [03:33<06:57, 15.66it/s]
ELBO: -19731.2: 35%|###4 | 3464/10000 [03:33<07:14, 15.03it/s]
ELBO: -19711.9: 35%|###4 | 3464/10000 [03:33<07:14, 15.03it/s]
ELBO: -19752.7: 35%|###4 | 3465/10000 [03:34<07:14, 15.03it/s]
ELBO: -19731.8: 35%|###4 | 3466/10000 [03:34<07:14, 15.03it/s]
ELBO: -19731.8: 35%|###4 | 3467/10000 [03:34<06:34, 16.54it/s]
ELBO: -19728.9: 35%|###4 | 3467/10000 [03:34<06:34, 16.54it/s]
ELBO: -19751.0: 35%|###4 | 3468/10000 [03:34<06:34, 16.54it/s]
ELBO: -19751.0: 35%|###4 | 3469/10000 [03:34<07:08, 15.23it/s]
ELBO: -19744.2: 35%|###4 | 3469/10000 [03:34<07:08, 15.23it/s]
ELBO: -19715.5: 35%|###4 | 3470/10000 [03:34<07:08, 15.23it/s]
ELBO: -19757.1: 35%|###4 | 3471/10000 [03:34<07:08, 15.23it/s]
ELBO: -19757.1: 35%|###4 | 3472/10000 [03:34<06:29, 16.75it/s]
ELBO: -19779.6: 35%|###4 | 3472/10000 [03:34<06:29, 16.75it/s]
ELBO: -19702.3: 35%|###4 | 3473/10000 [03:34<06:29, 16.75it/s]
ELBO: -19702.3: 35%|###4 | 3474/10000 [03:34<07:07, 15.26it/s]
ELBO: -19742.1: 35%|###4 | 3474/10000 [03:34<07:07, 15.26it/s]
ELBO: -19681.0: 35%|###4 | 3475/10000 [03:34<07:07, 15.26it/s]
ELBO: -19734.3: 35%|###4 | 3476/10000 [03:34<07:07, 15.26it/s]
ELBO: -19734.3: 35%|###4 | 3477/10000 [03:34<06:27, 16.83it/s]
ELBO: -19749.6: 35%|###4 | 3477/10000 [03:34<06:27, 16.83it/s]
ELBO: -19741.7: 35%|###4 | 3478/10000 [03:34<06:27, 16.83it/s]
ELBO: -19741.7: 35%|###4 | 3479/10000 [03:34<07:03, 15.38it/s]
ELBO: -19717.7: 35%|###4 | 3479/10000 [03:34<07:03, 15.38it/s]
ELBO: -19693.9: 35%|###4 | 3480/10000 [03:34<07:03, 15.38it/s]
ELBO: -19738.3: 35%|###4 | 3481/10000 [03:35<07:03, 15.38it/s]
ELBO: -19738.3: 35%|###4 | 3482/10000 [03:35<07:18, 14.87it/s]
ELBO: -19744.8: 35%|###4 | 3482/10000 [03:35<07:18, 14.87it/s]
ELBO: -19714.1: 35%|###4 | 3483/10000 [03:35<07:18, 14.87it/s]
ELBO: -19701.1: 35%|###4 | 3484/10000 [03:35<07:18, 14.87it/s]
ELBO: -19701.1: 35%|###4 | 3485/10000 [03:35<06:36, 16.42it/s]
ELBO: -19721.1: 35%|###4 | 3485/10000 [03:35<06:36, 16.42it/s]
ELBO: -19706.4: 35%|###4 | 3486/10000 [03:35<06:36, 16.42it/s]
ELBO: -19706.4: 35%|###4 | 3487/10000 [03:35<07:10, 15.13it/s]
ELBO: -19713.2: 35%|###4 | 3487/10000 [03:35<07:10, 15.13it/s]
ELBO: -19785.6: 35%|###4 | 3488/10000 [03:35<07:10, 15.13it/s]
ELBO: -19741.1: 35%|###4 | 3489/10000 [03:35<07:10, 15.13it/s]
ELBO: -19741.1: 35%|###4 | 3490/10000 [03:35<06:29, 16.72it/s]
ELBO: -19652.1: 35%|###4 | 3490/10000 [03:35<06:29, 16.72it/s]
ELBO: -19750.1: 35%|###4 | 3491/10000 [03:35<06:29, 16.72it/s]
ELBO: -19750.1: 35%|###4 | 3492/10000 [03:35<07:07, 15.22it/s]
ELBO: -19733.4: 35%|###4 | 3492/10000 [03:35<07:07, 15.22it/s]
ELBO: -19615.2: 35%|###4 | 3493/10000 [03:35<07:07, 15.22it/s]
ELBO: -19762.9: 35%|###4 | 3494/10000 [03:35<07:07, 15.22it/s]
ELBO: -19762.9: 35%|###4 | 3495/10000 [03:35<06:27, 16.77it/s]
ELBO: -19775.0: 35%|###4 | 3495/10000 [03:35<06:27, 16.77it/s]
ELBO: -19721.3: 35%|###4 | 3496/10000 [03:35<06:27, 16.77it/s]
ELBO: -19721.3: 35%|###4 | 3497/10000 [03:35<07:05, 15.29it/s]
ELBO: -19818.7: 35%|###4 | 3497/10000 [03:36<07:05, 15.29it/s]
ELBO: -19707.6: 35%|###4 | 3498/10000 [03:36<07:05, 15.29it/s]
ELBO: -19685.7: 35%|###4 | 3499/10000 [03:36<07:05, 15.29it/s]
ELBO: -19685.7: 35%|###5 | 3500/10000 [03:36<07:18, 14.83it/s]
ELBO: -19620.6: 35%|###5 | 3500/10000 [03:36<07:18, 14.83it/s]
ELBO: -19743.4: 35%|###5 | 3501/10000 [03:36<07:18, 14.83it/s]
ELBO: -19689.2: 35%|###5 | 3502/10000 [03:36<07:18, 14.83it/s]
ELBO: -19689.2: 35%|###5 | 3503/10000 [03:36<06:37, 16.36it/s]
ELBO: -19799.4: 35%|###5 | 3503/10000 [03:36<06:37, 16.36it/s]
ELBO: -19702.4: 35%|###5 | 3504/10000 [03:36<06:37, 16.36it/s]
ELBO: -19702.4: 35%|###5 | 3505/10000 [03:36<07:10, 15.10it/s]
ELBO: -19682.0: 35%|###5 | 3505/10000 [03:36<07:10, 15.10it/s]
ELBO: -19726.4: 35%|###5 | 3506/10000 [03:36<07:10, 15.10it/s]
ELBO: -19682.8: 35%|###5 | 3507/10000 [03:36<07:10, 15.10it/s]
ELBO: -19682.8: 35%|###5 | 3508/10000 [03:36<06:29, 16.67it/s]
ELBO: -19685.9: 35%|###5 | 3508/10000 [03:36<06:29, 16.67it/s]
ELBO: -19715.5: 35%|###5 | 3509/10000 [03:36<06:29, 16.67it/s]
ELBO: -19715.5: 35%|###5 | 3510/10000 [03:36<07:06, 15.21it/s]
ELBO: -19686.7: 35%|###5 | 3510/10000 [03:36<07:06, 15.21it/s]
ELBO: -19730.5: 35%|###5 | 3511/10000 [03:36<07:06, 15.21it/s]
ELBO: -19663.8: 35%|###5 | 3512/10000 [03:36<07:06, 15.21it/s]
ELBO: -19663.8: 35%|###5 | 3513/10000 [03:36<06:27, 16.76it/s]
ELBO: -19707.2: 35%|###5 | 3513/10000 [03:37<06:27, 16.76it/s]
ELBO: -19666.1: 35%|###5 | 3514/10000 [03:37<06:27, 16.76it/s]
ELBO: -19666.1: 35%|###5 | 3515/10000 [03:37<07:04, 15.29it/s]
ELBO: -19719.7: 35%|###5 | 3515/10000 [03:37<07:04, 15.29it/s]
ELBO: -19746.7: 35%|###5 | 3516/10000 [03:37<07:04, 15.29it/s]
ELBO: -19655.0: 35%|###5 | 3517/10000 [03:37<07:03, 15.29it/s]
ELBO: -19655.0: 35%|###5 | 3518/10000 [03:37<07:20, 14.72it/s]
ELBO: -19717.7: 35%|###5 | 3518/10000 [03:37<07:20, 14.72it/s]
ELBO: -19735.8: 35%|###5 | 3519/10000 [03:37<07:20, 14.72it/s]
ELBO: -19686.2: 35%|###5 | 3520/10000 [03:37<07:20, 14.72it/s]
ELBO: -19686.2: 35%|###5 | 3521/10000 [03:37<06:38, 16.25it/s]
ELBO: -19707.8: 35%|###5 | 3521/10000 [03:37<06:38, 16.25it/s]
ELBO: -19671.8: 35%|###5 | 3522/10000 [03:37<06:38, 16.25it/s]
ELBO: -19671.8: 35%|###5 | 3523/10000 [03:37<07:12, 14.96it/s]
ELBO: -19733.1: 35%|###5 | 3523/10000 [03:37<07:12, 14.96it/s]
ELBO: -19658.8: 35%|###5 | 3524/10000 [03:37<07:12, 14.96it/s]
ELBO: -19702.3: 35%|###5 | 3525/10000 [03:37<07:12, 14.96it/s]
ELBO: -19702.3: 35%|###5 | 3526/10000 [03:37<06:31, 16.54it/s]
ELBO: -19669.6: 35%|###5 | 3526/10000 [03:37<06:31, 16.54it/s]
ELBO: -19695.0: 35%|###5 | 3527/10000 [03:37<06:31, 16.54it/s]
ELBO: -19695.0: 35%|###5 | 3528/10000 [03:37<07:06, 15.16it/s]
ELBO: -19658.4: 35%|###5 | 3528/10000 [03:38<07:06, 15.16it/s]
ELBO: -19739.9: 35%|###5 | 3529/10000 [03:38<07:06, 15.16it/s]
ELBO: -19631.1: 35%|###5 | 3530/10000 [03:38<07:06, 15.16it/s]
ELBO: -19631.1: 35%|###5 | 3531/10000 [03:38<06:26, 16.74it/s]
ELBO: -19719.6: 35%|###5 | 3531/10000 [03:38<06:26, 16.74it/s]
ELBO: -19728.0: 35%|###5 | 3532/10000 [03:38<06:26, 16.74it/s]
ELBO: -19728.0: 35%|###5 | 3533/10000 [03:38<07:01, 15.33it/s]
ELBO: -19660.2: 35%|###5 | 3533/10000 [03:38<07:01, 15.33it/s]
ELBO: -19643.9: 35%|###5 | 3534/10000 [03:38<07:01, 15.33it/s]
ELBO: -19672.9: 35%|###5 | 3535/10000 [03:38<07:01, 15.33it/s]
ELBO: -19672.9: 35%|###5 | 3536/10000 [03:38<07:16, 14.80it/s]
ELBO: -19634.3: 35%|###5 | 3536/10000 [03:38<07:16, 14.80it/s]
ELBO: -19662.9: 35%|###5 | 3537/10000 [03:38<07:16, 14.80it/s]
ELBO: -19675.6: 35%|###5 | 3538/10000 [03:38<07:16, 14.80it/s]
ELBO: -19675.6: 35%|###5 | 3539/10000 [03:38<06:35, 16.35it/s]
ELBO: -19617.7: 35%|###5 | 3539/10000 [03:38<06:35, 16.35it/s]
ELBO: -19692.0: 35%|###5 | 3540/10000 [03:38<06:35, 16.35it/s]
ELBO: -19692.0: 35%|###5 | 3541/10000 [03:38<07:10, 15.02it/s]
ELBO: -19643.9: 35%|###5 | 3541/10000 [03:38<07:10, 15.02it/s]
ELBO: -19706.0: 35%|###5 | 3542/10000 [03:38<07:09, 15.02it/s]
ELBO: -19723.3: 35%|###5 | 3543/10000 [03:38<07:09, 15.02it/s]
ELBO: -19723.3: 35%|###5 | 3544/10000 [03:38<06:29, 16.58it/s]
ELBO: -19676.0: 35%|###5 | 3544/10000 [03:39<06:29, 16.58it/s]
ELBO: -19643.8: 35%|###5 | 3545/10000 [03:39<06:29, 16.58it/s]
ELBO: -19643.8: 35%|###5 | 3546/10000 [03:39<07:06, 15.13it/s]
ELBO: -19599.4: 35%|###5 | 3546/10000 [03:39<07:06, 15.13it/s]
ELBO: -19629.6: 35%|###5 | 3547/10000 [03:39<07:06, 15.13it/s]
ELBO: -19643.9: 35%|###5 | 3548/10000 [03:39<07:06, 15.13it/s]
ELBO: -19643.9: 35%|###5 | 3549/10000 [03:39<06:26, 16.70it/s]
ELBO: -19616.7: 35%|###5 | 3549/10000 [03:39<06:26, 16.70it/s]
ELBO: -19642.8: 36%|###5 | 3550/10000 [03:39<06:26, 16.70it/s]
ELBO: -19642.8: 36%|###5 | 3551/10000 [03:39<07:02, 15.28it/s]
ELBO: -19692.6: 36%|###5 | 3551/10000 [03:39<07:02, 15.28it/s]
ELBO: -19685.8: 36%|###5 | 3552/10000 [03:39<07:02, 15.28it/s]
ELBO: -19713.0: 36%|###5 | 3553/10000 [03:39<07:02, 15.28it/s]
ELBO: -19713.0: 36%|###5 | 3554/10000 [03:39<07:16, 14.78it/s]
ELBO: -19619.8: 36%|###5 | 3554/10000 [03:39<07:16, 14.78it/s]
ELBO: -19675.8: 36%|###5 | 3555/10000 [03:39<07:15, 14.78it/s]
ELBO: -19699.4: 36%|###5 | 3556/10000 [03:39<07:15, 14.78it/s]
ELBO: -19699.4: 36%|###5 | 3557/10000 [03:39<06:36, 16.27it/s]
ELBO: -19635.1: 36%|###5 | 3557/10000 [03:39<06:36, 16.27it/s]
ELBO: -19674.6: 36%|###5 | 3558/10000 [03:39<06:35, 16.27it/s]
ELBO: -19674.6: 36%|###5 | 3559/10000 [03:39<07:08, 15.03it/s]
ELBO: -19652.4: 36%|###5 | 3561/10000 [03:40<07:08, 15.03it/s]
ELBO: -19659.9: 36%|###5 | 3562/10000 [03:40<07:08, 15.03it/s]
ELBO: -19758.8: 36%|###5 | 3563/10000 [03:40<07:08, 15.03it/s]
ELBO: -19758.8: 36%|###5 | 3564/10000 [03:40<05:15, 20.37it/s]
ELBO: -19597.6: 36%|###5 | 3564/10000 [03:40<05:15, 20.37it/s]
ELBO: -19671.8: 36%|###5 | 3565/10000 [03:40<05:15, 20.37it/s]
ELBO: -19701.8: 36%|###5 | 3566/10000 [03:40<05:15, 20.37it/s]
ELBO: -19701.8: 36%|###5 | 3567/10000 [03:40<05:57, 18.01it/s]
ELBO: -19642.9: 36%|###5 | 3567/10000 [03:40<05:57, 18.01it/s]
ELBO: -19631.4: 36%|###5 | 3568/10000 [03:40<05:57, 18.01it/s]
ELBO: -19674.4: 36%|###5 | 3569/10000 [03:40<05:57, 18.01it/s]
ELBO: -19674.4: 36%|###5 | 3570/10000 [03:40<06:27, 16.59it/s]
ELBO: -19630.4: 36%|###5 | 3570/10000 [03:40<06:27, 16.59it/s]
ELBO: -19654.0: 36%|###5 | 3571/10000 [03:40<06:27, 16.59it/s]
ELBO: -19642.3: 36%|###5 | 3572/10000 [03:40<06:27, 16.59it/s]
ELBO: -19642.3: 36%|###5 | 3573/10000 [03:40<06:04, 17.66it/s]
ELBO: -19657.4: 36%|###5 | 3573/10000 [03:40<06:04, 17.66it/s]
ELBO: -19653.7: 36%|###5 | 3574/10000 [03:40<06:03, 17.66it/s]
ELBO: -19653.7: 36%|###5 | 3575/10000 [03:40<06:41, 16.00it/s]
ELBO: -19618.0: 36%|###5 | 3575/10000 [03:40<06:41, 16.00it/s]
ELBO: -19635.8: 36%|###5 | 3576/10000 [03:40<06:41, 16.00it/s]
ELBO: -19622.9: 36%|###5 | 3577/10000 [03:40<06:41, 16.00it/s]
ELBO: -19622.9: 36%|###5 | 3578/10000 [03:40<06:11, 17.29it/s]
ELBO: -19719.0: 36%|###5 | 3578/10000 [03:41<06:11, 17.29it/s]
ELBO: -19656.2: 36%|###5 | 3579/10000 [03:41<06:11, 17.29it/s]
ELBO: -19656.2: 36%|###5 | 3580/10000 [03:41<06:49, 15.69it/s]
ELBO: -19628.3: 36%|###5 | 3580/10000 [03:41<06:49, 15.69it/s]
ELBO: -19639.6: 36%|###5 | 3581/10000 [03:41<06:49, 15.69it/s]
ELBO: -19672.6: 36%|###5 | 3582/10000 [03:41<06:48, 15.69it/s]
ELBO: -19672.6: 36%|###5 | 3583/10000 [03:41<07:06, 15.03it/s]
ELBO: -19624.6: 36%|###5 | 3583/10000 [03:41<07:06, 15.03it/s]
ELBO: -19644.6: 36%|###5 | 3584/10000 [03:41<07:06, 15.03it/s]
ELBO: -19655.0: 36%|###5 | 3585/10000 [03:41<07:06, 15.03it/s]
ELBO: -19655.0: 36%|###5 | 3586/10000 [03:41<06:29, 16.48it/s]
ELBO: -19617.4: 36%|###5 | 3586/10000 [03:41<06:29, 16.48it/s]
ELBO: -19616.9: 36%|###5 | 3587/10000 [03:41<06:29, 16.48it/s]
ELBO: -19616.9: 36%|###5 | 3588/10000 [03:41<07:02, 15.16it/s]
ELBO: -19680.6: 36%|###5 | 3588/10000 [03:41<07:02, 15.16it/s]
ELBO: -19639.5: 36%|###5 | 3589/10000 [03:41<07:02, 15.16it/s]
ELBO: -19586.4: 36%|###5 | 3590/10000 [03:41<07:02, 15.16it/s]
ELBO: -19586.4: 36%|###5 | 3591/10000 [03:41<06:24, 16.66it/s]
ELBO: -19719.1: 36%|###5 | 3591/10000 [03:41<06:24, 16.66it/s]
ELBO: -19581.5: 36%|###5 | 3592/10000 [03:42<06:24, 16.66it/s]
ELBO: -19581.5: 36%|###5 | 3593/10000 [03:42<07:01, 15.18it/s]
ELBO: -19660.7: 36%|###5 | 3593/10000 [03:42<07:01, 15.18it/s]
ELBO: -19636.7: 36%|###5 | 3594/10000 [03:42<07:01, 15.18it/s]
ELBO: -19707.7: 36%|###5 | 3595/10000 [03:42<07:01, 15.18it/s]
ELBO: -19707.7: 36%|###5 | 3596/10000 [03:42<06:23, 16.71it/s]
ELBO: -19609.6: 36%|###5 | 3596/10000 [03:42<06:23, 16.71it/s]
ELBO: -19579.5: 36%|###5 | 3597/10000 [03:42<06:23, 16.71it/s]
ELBO: -19579.5: 36%|###5 | 3598/10000 [03:42<06:59, 15.26it/s]
ELBO: -19606.0: 36%|###5 | 3598/10000 [03:42<06:59, 15.26it/s]
ELBO: -19569.7: 36%|###5 | 3599/10000 [03:42<06:59, 15.26it/s]
ELBO: -19671.9: 36%|###6 | 3600/10000 [03:42<06:59, 15.26it/s]
ELBO: -19671.9: 36%|###6 | 3601/10000 [03:42<07:13, 14.76it/s]
ELBO: -19611.0: 36%|###6 | 3601/10000 [03:42<07:13, 14.76it/s]
ELBO: -19636.3: 36%|###6 | 3602/10000 [03:42<07:13, 14.76it/s]
ELBO: -19655.5: 36%|###6 | 3603/10000 [03:42<07:13, 14.76it/s]
ELBO: -19655.5: 36%|###6 | 3604/10000 [03:42<06:31, 16.35it/s]
ELBO: -19595.6: 36%|###6 | 3604/10000 [03:42<06:31, 16.35it/s]
ELBO: -19629.5: 36%|###6 | 3605/10000 [03:42<06:31, 16.35it/s]
ELBO: -19629.5: 36%|###6 | 3606/10000 [03:42<07:03, 15.11it/s]
ELBO: -19652.4: 36%|###6 | 3606/10000 [03:42<07:03, 15.11it/s]
ELBO: -19661.0: 36%|###6 | 3607/10000 [03:42<07:02, 15.11it/s]
ELBO: -19560.3: 36%|###6 | 3608/10000 [03:42<07:02, 15.11it/s]
ELBO: -19560.3: 36%|###6 | 3609/10000 [03:42<06:24, 16.64it/s]
ELBO: -19546.1: 36%|###6 | 3609/10000 [03:43<06:24, 16.64it/s]
ELBO: -19597.5: 36%|###6 | 3610/10000 [03:43<06:23, 16.64it/s]
ELBO: -19597.5: 36%|###6 | 3611/10000 [03:43<07:00, 15.20it/s]
ELBO: -19580.3: 36%|###6 | 3611/10000 [03:43<07:00, 15.20it/s]
ELBO: -19640.3: 36%|###6 | 3612/10000 [03:43<07:00, 15.20it/s]
ELBO: -19607.0: 36%|###6 | 3613/10000 [03:43<07:00, 15.20it/s]
ELBO: -19607.0: 36%|###6 | 3614/10000 [03:43<06:21, 16.75it/s]
ELBO: -19677.0: 36%|###6 | 3614/10000 [03:43<06:21, 16.75it/s]
ELBO: -19624.9: 36%|###6 | 3615/10000 [03:43<06:21, 16.75it/s]
ELBO: -19624.9: 36%|###6 | 3616/10000 [03:43<06:58, 15.25it/s]
ELBO: -19599.9: 36%|###6 | 3616/10000 [03:43<06:58, 15.25it/s]
ELBO: -19568.7: 36%|###6 | 3617/10000 [03:43<06:58, 15.25it/s]
ELBO: -19634.9: 36%|###6 | 3618/10000 [03:43<06:58, 15.25it/s]
ELBO: -19634.9: 36%|###6 | 3619/10000 [03:43<07:12, 14.75it/s]
ELBO: -19584.4: 36%|###6 | 3619/10000 [03:43<07:12, 14.75it/s]
ELBO: -19637.5: 36%|###6 | 3620/10000 [03:43<07:12, 14.75it/s]
ELBO: -19587.0: 36%|###6 | 3621/10000 [03:43<07:12, 14.75it/s]
ELBO: -19587.0: 36%|###6 | 3622/10000 [03:43<06:30, 16.33it/s]
ELBO: -19554.2: 36%|###6 | 3622/10000 [03:43<06:30, 16.33it/s]
ELBO: -19638.6: 36%|###6 | 3623/10000 [03:43<06:30, 16.33it/s]
ELBO: -19638.6: 36%|###6 | 3624/10000 [03:43<07:01, 15.12it/s]
ELBO: -19619.8: 36%|###6 | 3624/10000 [03:44<07:01, 15.12it/s]
ELBO: -19596.1: 36%|###6 | 3625/10000 [03:44<07:01, 15.12it/s]
ELBO: -19589.1: 36%|###6 | 3626/10000 [03:44<07:01, 15.12it/s]
ELBO: -19589.1: 36%|###6 | 3627/10000 [03:44<06:24, 16.59it/s]
ELBO: -19608.3: 36%|###6 | 3627/10000 [03:44<06:24, 16.59it/s]
ELBO: -19553.5: 36%|###6 | 3628/10000 [03:44<06:24, 16.59it/s]
ELBO: -19553.5: 36%|###6 | 3629/10000 [03:44<07:00, 15.15it/s]
ELBO: -19601.8: 36%|###6 | 3629/10000 [03:44<07:00, 15.15it/s]
ELBO: -19616.6: 36%|###6 | 3630/10000 [03:44<07:00, 15.15it/s]
ELBO: -19609.9: 36%|###6 | 3631/10000 [03:44<07:00, 15.15it/s]
ELBO: -19609.9: 36%|###6 | 3632/10000 [03:44<06:22, 16.65it/s]
ELBO: -19701.9: 36%|###6 | 3632/10000 [03:44<06:22, 16.65it/s]
ELBO: -19540.9: 36%|###6 | 3633/10000 [03:44<06:22, 16.65it/s]
ELBO: -19540.9: 36%|###6 | 3634/10000 [03:44<06:59, 15.19it/s]
ELBO: -19567.5: 36%|###6 | 3634/10000 [03:44<06:59, 15.19it/s]
ELBO: -19578.3: 36%|###6 | 3635/10000 [03:44<06:59, 15.19it/s]
ELBO: -19671.6: 36%|###6 | 3636/10000 [03:44<06:59, 15.19it/s]
ELBO: -19671.6: 36%|###6 | 3637/10000 [03:44<07:13, 14.69it/s]
ELBO: -19567.4: 36%|###6 | 3637/10000 [03:44<07:13, 14.69it/s]
ELBO: -19597.1: 36%|###6 | 3638/10000 [03:44<07:13, 14.69it/s]
ELBO: -19568.2: 36%|###6 | 3639/10000 [03:44<07:13, 14.69it/s]
ELBO: -19568.2: 36%|###6 | 3640/10000 [03:44<06:30, 16.29it/s]
ELBO: -19639.5: 36%|###6 | 3640/10000 [03:45<06:30, 16.29it/s]
ELBO: -19533.9: 36%|###6 | 3641/10000 [03:45<06:30, 16.29it/s]
ELBO: -19533.9: 36%|###6 | 3642/10000 [03:45<07:01, 15.07it/s]
ELBO: -19656.8: 36%|###6 | 3642/10000 [03:45<07:01, 15.07it/s]
ELBO: -19612.7: 36%|###6 | 3643/10000 [03:45<07:01, 15.07it/s]
ELBO: -19584.9: 36%|###6 | 3644/10000 [03:45<07:01, 15.07it/s]
ELBO: -19584.9: 36%|###6 | 3645/10000 [03:45<06:23, 16.57it/s]
ELBO: -19553.3: 36%|###6 | 3645/10000 [03:45<06:23, 16.57it/s]
ELBO: -19527.9: 36%|###6 | 3646/10000 [03:45<06:23, 16.57it/s]
ELBO: -19527.9: 36%|###6 | 3647/10000 [03:45<07:00, 15.10it/s]
ELBO: -19547.6: 36%|###6 | 3647/10000 [03:45<07:00, 15.10it/s]
ELBO: -19557.7: 36%|###6 | 3648/10000 [03:45<07:00, 15.10it/s]
ELBO: -19642.8: 36%|###6 | 3649/10000 [03:45<07:00, 15.10it/s]
ELBO: -19642.8: 36%|###6 | 3650/10000 [03:45<06:21, 16.63it/s]
ELBO: -19571.6: 36%|###6 | 3650/10000 [03:45<06:21, 16.63it/s]
ELBO: -19550.4: 37%|###6 | 3651/10000 [03:45<06:21, 16.63it/s]
ELBO: -19550.4: 37%|###6 | 3652/10000 [03:45<06:58, 15.17it/s]
ELBO: -19537.9: 37%|###6 | 3652/10000 [03:45<06:58, 15.17it/s]
ELBO: -19582.6: 37%|###6 | 3653/10000 [03:45<06:58, 15.17it/s]
ELBO: -19643.9: 37%|###6 | 3654/10000 [03:45<06:58, 15.17it/s]
ELBO: -19643.9: 37%|###6 | 3655/10000 [03:45<07:11, 14.71it/s]
ELBO: -19603.7: 37%|###6 | 3655/10000 [03:46<07:11, 14.71it/s]
ELBO: -19580.3: 37%|###6 | 3656/10000 [03:46<07:11, 14.71it/s]
ELBO: -19614.7: 37%|###6 | 3657/10000 [03:46<07:11, 14.71it/s]
ELBO: -19614.7: 37%|###6 | 3658/10000 [03:46<06:29, 16.29it/s]
ELBO: -19571.7: 37%|###6 | 3658/10000 [03:46<06:29, 16.29it/s]
ELBO: -19566.3: 37%|###6 | 3659/10000 [03:46<06:29, 16.29it/s]
ELBO: -19566.3: 37%|###6 | 3660/10000 [03:46<07:01, 15.04it/s]
ELBO: -19597.8: 37%|###6 | 3660/10000 [03:46<07:01, 15.04it/s]
ELBO: -19606.0: 37%|###6 | 3661/10000 [03:46<07:01, 15.04it/s]
ELBO: -19620.5: 37%|###6 | 3662/10000 [03:46<07:01, 15.04it/s]
ELBO: -19620.5: 37%|###6 | 3663/10000 [03:46<06:22, 16.56it/s]
ELBO: -19576.6: 37%|###6 | 3663/10000 [03:46<06:22, 16.56it/s]
ELBO: -19530.4: 37%|###6 | 3664/10000 [03:46<06:22, 16.56it/s]
ELBO: -19530.4: 37%|###6 | 3665/10000 [03:46<07:00, 15.08it/s]
ELBO: -19600.9: 37%|###6 | 3665/10000 [03:46<07:00, 15.08it/s]
ELBO: -19599.9: 37%|###6 | 3666/10000 [03:46<07:00, 15.08it/s]
ELBO: -19607.5: 37%|###6 | 3667/10000 [03:46<07:00, 15.08it/s]
ELBO: -19607.5: 37%|###6 | 3668/10000 [03:46<06:19, 16.67it/s]
ELBO: -19541.0: 37%|###6 | 3668/10000 [03:46<06:19, 16.67it/s]
ELBO: -19583.4: 37%|###6 | 3669/10000 [03:46<06:19, 16.67it/s]
ELBO: -19583.4: 37%|###6 | 3670/10000 [03:46<06:56, 15.20it/s]
ELBO: -19537.9: 37%|###6 | 3670/10000 [03:46<06:56, 15.20it/s]
ELBO: -19581.5: 37%|###6 | 3671/10000 [03:47<06:56, 15.20it/s]
ELBO: -19562.4: 37%|###6 | 3672/10000 [03:47<06:56, 15.20it/s]
ELBO: -19562.4: 37%|###6 | 3673/10000 [03:47<07:10, 14.70it/s]
ELBO: -19576.4: 37%|###6 | 3673/10000 [03:47<07:10, 14.70it/s]
ELBO: -19639.1: 37%|###6 | 3674/10000 [03:47<07:10, 14.70it/s]
ELBO: -19561.7: 37%|###6 | 3675/10000 [03:47<07:10, 14.70it/s]
ELBO: -19561.7: 37%|###6 | 3676/10000 [03:47<06:29, 16.25it/s]
ELBO: -19565.6: 37%|###6 | 3676/10000 [03:47<06:29, 16.25it/s]
ELBO: -19584.0: 37%|###6 | 3677/10000 [03:47<06:29, 16.25it/s]
ELBO: -19584.0: 37%|###6 | 3678/10000 [03:47<07:00, 15.04it/s]
ELBO: -19549.8: 37%|###6 | 3678/10000 [03:47<07:00, 15.04it/s]
ELBO: -19588.0: 37%|###6 | 3679/10000 [03:47<07:00, 15.04it/s]
ELBO: -19598.0: 37%|###6 | 3682/10000 [03:47<07:00, 15.04it/s]
ELBO: -19598.0: 37%|###6 | 3683/10000 [03:47<05:10, 20.33it/s]
ELBO: -19584.9: 37%|###6 | 3683/10000 [03:47<05:10, 20.33it/s]
ELBO: -19583.8: 37%|###6 | 3684/10000 [03:47<05:10, 20.33it/s]
ELBO: -19604.5: 37%|###6 | 3685/10000 [03:47<05:10, 20.33it/s]
ELBO: -19604.5: 37%|###6 | 3686/10000 [03:47<05:51, 17.94it/s]
ELBO: -19561.8: 37%|###6 | 3686/10000 [03:47<05:51, 17.94it/s]
ELBO: -19511.8: 37%|###6 | 3687/10000 [03:47<05:51, 17.94it/s]
ELBO: -19643.7: 37%|###6 | 3688/10000 [03:48<05:51, 17.94it/s]
ELBO: -19643.7: 37%|###6 | 3689/10000 [03:48<06:19, 16.61it/s]
ELBO: -19552.4: 37%|###6 | 3689/10000 [03:48<06:19, 16.61it/s]
ELBO: -19583.4: 37%|###6 | 3690/10000 [03:48<06:19, 16.61it/s]
ELBO: -19537.0: 37%|###6 | 3691/10000 [03:48<06:19, 16.61it/s]
ELBO: -19537.0: 37%|###6 | 3692/10000 [03:48<05:59, 17.54it/s]
ELBO: -19615.8: 37%|###6 | 3692/10000 [03:48<05:59, 17.54it/s]
ELBO: -19528.0: 37%|###6 | 3693/10000 [03:48<05:59, 17.54it/s]
ELBO: -19528.0: 37%|###6 | 3694/10000 [03:48<06:35, 15.94it/s]
ELBO: -19564.1: 37%|###6 | 3694/10000 [03:48<06:35, 15.94it/s]
ELBO: -19592.9: 37%|###6 | 3695/10000 [03:48<06:35, 15.94it/s]
ELBO: -19547.6: 37%|###6 | 3696/10000 [03:48<06:35, 15.94it/s]
ELBO: -19547.6: 37%|###6 | 3697/10000 [03:48<06:06, 17.20it/s]
ELBO: -19554.6: 37%|###6 | 3697/10000 [03:48<06:06, 17.20it/s]
ELBO: -19490.2: 37%|###6 | 3698/10000 [03:48<06:06, 17.20it/s]
ELBO: -19490.2: 37%|###6 | 3699/10000 [03:48<06:42, 15.66it/s]
ELBO: -19553.5: 37%|###6 | 3699/10000 [03:48<06:42, 15.66it/s]
ELBO: -19557.4: 37%|###7 | 3700/10000 [03:48<06:42, 15.66it/s]
ELBO: -19594.1: 37%|###7 | 3701/10000 [03:48<06:42, 15.66it/s]
ELBO: -19594.1: 37%|###7 | 3702/10000 [03:48<06:59, 15.01it/s]
ELBO: -19508.9: 37%|###7 | 3702/10000 [03:48<06:59, 15.01it/s]
ELBO: -19522.1: 37%|###7 | 3703/10000 [03:48<06:59, 15.01it/s]
ELBO: -19524.2: 37%|###7 | 3704/10000 [03:49<06:59, 15.01it/s]
ELBO: -19524.2: 37%|###7 | 3705/10000 [03:49<06:22, 16.48it/s]
ELBO: -19570.9: 37%|###7 | 3705/10000 [03:49<06:22, 16.48it/s]
ELBO: -19601.5: 37%|###7 | 3706/10000 [03:49<06:21, 16.48it/s]
ELBO: -19601.5: 37%|###7 | 3707/10000 [03:49<06:54, 15.18it/s]
ELBO: -19543.8: 37%|###7 | 3707/10000 [03:49<06:54, 15.18it/s]
ELBO: -19560.2: 37%|###7 | 3708/10000 [03:49<06:54, 15.18it/s]
ELBO: -19539.6: 37%|###7 | 3709/10000 [03:49<06:54, 15.18it/s]
ELBO: -19539.6: 37%|###7 | 3710/10000 [03:49<06:18, 16.61it/s]
ELBO: -19549.1: 37%|###7 | 3710/10000 [03:49<06:18, 16.61it/s]
ELBO: -19561.8: 37%|###7 | 3711/10000 [03:49<06:18, 16.61it/s]
ELBO: -19561.8: 37%|###7 | 3712/10000 [03:49<06:54, 15.17it/s]
ELBO: -19534.3: 37%|###7 | 3712/10000 [03:49<06:54, 15.17it/s]
ELBO: -19555.5: 37%|###7 | 3713/10000 [03:49<06:54, 15.17it/s]
ELBO: -19535.6: 37%|###7 | 3714/10000 [03:49<06:54, 15.17it/s]
ELBO: -19535.6: 37%|###7 | 3715/10000 [03:49<06:16, 16.70it/s]
ELBO: -19598.5: 37%|###7 | 3715/10000 [03:49<06:16, 16.70it/s]
ELBO: -19493.6: 37%|###7 | 3716/10000 [03:49<06:16, 16.70it/s]
ELBO: -19493.6: 37%|###7 | 3717/10000 [03:49<06:53, 15.20it/s]
ELBO: -19552.1: 37%|###7 | 3717/10000 [03:49<06:53, 15.20it/s]
ELBO: -19527.7: 37%|###7 | 3718/10000 [03:49<06:53, 15.20it/s]
ELBO: -19541.0: 37%|###7 | 3719/10000 [03:50<06:53, 15.20it/s]
ELBO: -19541.0: 37%|###7 | 3720/10000 [03:50<07:06, 14.71it/s]
ELBO: -19529.6: 37%|###7 | 3720/10000 [03:50<07:06, 14.71it/s]
ELBO: -19523.2: 37%|###7 | 3721/10000 [03:50<07:06, 14.71it/s]
ELBO: -19573.7: 37%|###7 | 3722/10000 [03:50<07:06, 14.71it/s]
ELBO: -19573.7: 37%|###7 | 3723/10000 [03:50<06:25, 16.30it/s]
ELBO: -19538.9: 37%|###7 | 3723/10000 [03:50<06:25, 16.30it/s]
ELBO: -19526.9: 37%|###7 | 3724/10000 [03:50<06:25, 16.30it/s]
ELBO: -19526.9: 37%|###7 | 3725/10000 [03:50<06:55, 15.11it/s]
ELBO: -19528.7: 37%|###7 | 3725/10000 [03:50<06:55, 15.11it/s]
ELBO: -19572.4: 37%|###7 | 3726/10000 [03:50<06:55, 15.11it/s]
ELBO: -19501.7: 37%|###7 | 3727/10000 [03:50<06:55, 15.11it/s]
ELBO: -19501.7: 37%|###7 | 3728/10000 [03:50<06:16, 16.65it/s]
ELBO: -19561.9: 37%|###7 | 3728/10000 [03:50<06:16, 16.65it/s]
ELBO: -19512.8: 37%|###7 | 3729/10000 [03:50<06:16, 16.65it/s]
ELBO: -19512.8: 37%|###7 | 3730/10000 [03:50<06:53, 15.15it/s]
ELBO: -19471.7: 37%|###7 | 3730/10000 [03:50<06:53, 15.15it/s]
ELBO: -19613.8: 37%|###7 | 3731/10000 [03:50<06:53, 15.15it/s]
ELBO: -19581.0: 37%|###7 | 3732/10000 [03:50<06:53, 15.15it/s]
ELBO: -19581.0: 37%|###7 | 3733/10000 [03:50<06:14, 16.71it/s]
ELBO: -19545.9: 37%|###7 | 3733/10000 [03:50<06:14, 16.71it/s]
ELBO: -19539.4: 37%|###7 | 3734/10000 [03:50<06:14, 16.71it/s]
ELBO: -19539.4: 37%|###7 | 3735/10000 [03:50<06:49, 15.29it/s]
ELBO: -19580.9: 37%|###7 | 3735/10000 [03:50<06:49, 15.29it/s]
ELBO: -19535.0: 37%|###7 | 3736/10000 [03:51<06:49, 15.29it/s]
ELBO: -19487.2: 37%|###7 | 3737/10000 [03:51<06:49, 15.29it/s]
ELBO: -19487.2: 37%|###7 | 3738/10000 [03:51<07:04, 14.75it/s]
ELBO: -19544.8: 37%|###7 | 3738/10000 [03:51<07:04, 14.75it/s]
ELBO: -19541.4: 37%|###7 | 3739/10000 [03:51<07:04, 14.75it/s]
ELBO: -19579.4: 37%|###7 | 3740/10000 [03:51<07:04, 14.75it/s]
ELBO: -19579.4: 37%|###7 | 3741/10000 [03:51<06:23, 16.32it/s]
ELBO: -19564.2: 37%|###7 | 3741/10000 [03:51<06:23, 16.32it/s]
ELBO: -19526.4: 37%|###7 | 3742/10000 [03:51<06:23, 16.32it/s]
ELBO: -19526.4: 37%|###7 | 3743/10000 [03:51<06:54, 15.11it/s]
ELBO: -19538.5: 37%|###7 | 3743/10000 [03:51<06:54, 15.11it/s]
ELBO: -19570.8: 37%|###7 | 3744/10000 [03:51<06:54, 15.11it/s]
ELBO: -19461.8: 37%|###7 | 3745/10000 [03:51<06:54, 15.11it/s]
ELBO: -19461.8: 37%|###7 | 3746/10000 [03:51<06:17, 16.59it/s]
ELBO: -19468.6: 37%|###7 | 3746/10000 [03:51<06:17, 16.59it/s]
ELBO: -19571.2: 37%|###7 | 3747/10000 [03:51<06:17, 16.59it/s]
ELBO: -19571.2: 37%|###7 | 3748/10000 [03:51<06:53, 15.14it/s]
ELBO: -19509.1: 37%|###7 | 3748/10000 [03:51<06:53, 15.14it/s]
ELBO: -19536.4: 37%|###7 | 3749/10000 [03:51<06:53, 15.14it/s]
ELBO: -19509.9: 38%|###7 | 3750/10000 [03:51<06:52, 15.14it/s]
ELBO: -19509.9: 38%|###7 | 3751/10000 [03:51<06:14, 16.71it/s]
ELBO: -19469.0: 38%|###7 | 3751/10000 [03:52<06:14, 16.71it/s]
ELBO: -19584.2: 38%|###7 | 3752/10000 [03:52<06:13, 16.71it/s]
ELBO: -19584.2: 38%|###7 | 3753/10000 [03:52<06:49, 15.27it/s]
ELBO: -19486.7: 38%|###7 | 3753/10000 [03:52<06:49, 15.27it/s]
ELBO: -19552.6: 38%|###7 | 3754/10000 [03:52<06:49, 15.27it/s]
ELBO: -19561.2: 38%|###7 | 3755/10000 [03:52<06:49, 15.27it/s]
ELBO: -19561.2: 38%|###7 | 3756/10000 [03:52<07:01, 14.82it/s]
ELBO: -19557.8: 38%|###7 | 3756/10000 [03:52<07:01, 14.82it/s]
ELBO: -19477.5: 38%|###7 | 3757/10000 [03:52<07:01, 14.82it/s]
ELBO: -19555.0: 38%|###7 | 3758/10000 [03:52<07:01, 14.82it/s]
ELBO: -19555.0: 38%|###7 | 3759/10000 [03:52<06:21, 16.34it/s]
ELBO: -19470.5: 38%|###7 | 3759/10000 [03:52<06:21, 16.34it/s]
ELBO: -19483.7: 38%|###7 | 3760/10000 [03:52<06:21, 16.34it/s]
ELBO: -19483.7: 38%|###7 | 3761/10000 [03:52<06:54, 15.07it/s]
ELBO: -19533.4: 38%|###7 | 3761/10000 [03:52<06:54, 15.07it/s]
ELBO: -19455.2: 38%|###7 | 3762/10000 [03:52<06:54, 15.07it/s]
ELBO: -19550.9: 38%|###7 | 3763/10000 [03:52<06:53, 15.07it/s]
ELBO: -19550.9: 38%|###7 | 3764/10000 [03:52<06:15, 16.60it/s]
ELBO: -19573.4: 38%|###7 | 3764/10000 [03:52<06:15, 16.60it/s]
ELBO: -19496.6: 38%|###7 | 3765/10000 [03:52<06:15, 16.60it/s]
ELBO: -19496.6: 38%|###7 | 3766/10000 [03:52<06:50, 15.17it/s]
ELBO: -19487.1: 38%|###7 | 3766/10000 [03:52<06:50, 15.17it/s]
ELBO: -19475.1: 38%|###7 | 3767/10000 [03:53<06:50, 15.17it/s]
ELBO: -19467.6: 38%|###7 | 3768/10000 [03:53<06:50, 15.17it/s]
ELBO: -19467.6: 38%|###7 | 3769/10000 [03:53<06:13, 16.67it/s]
ELBO: -19495.1: 38%|###7 | 3769/10000 [03:53<06:13, 16.67it/s]
ELBO: -19482.0: 38%|###7 | 3770/10000 [03:53<06:13, 16.67it/s]
ELBO: -19482.0: 38%|###7 | 3771/10000 [03:53<06:48, 15.24it/s]
ELBO: -19504.2: 38%|###7 | 3771/10000 [03:53<06:48, 15.24it/s]
ELBO: -19486.2: 38%|###7 | 3772/10000 [03:53<06:48, 15.24it/s]
ELBO: -19530.2: 38%|###7 | 3773/10000 [03:53<06:48, 15.24it/s]
ELBO: -19530.2: 38%|###7 | 3774/10000 [03:53<07:01, 14.77it/s]
ELBO: -19543.8: 38%|###7 | 3774/10000 [03:53<07:01, 14.77it/s]
ELBO: -19501.3: 38%|###7 | 3775/10000 [03:53<07:01, 14.77it/s]
ELBO: -19499.6: 38%|###7 | 3776/10000 [03:53<07:01, 14.77it/s]
ELBO: -19499.6: 38%|###7 | 3777/10000 [03:53<06:20, 16.35it/s]
ELBO: -19517.8: 38%|###7 | 3777/10000 [03:53<06:20, 16.35it/s]
ELBO: -19484.0: 38%|###7 | 3778/10000 [03:53<06:20, 16.35it/s]
ELBO: -19484.0: 38%|###7 | 3779/10000 [03:53<06:53, 15.06it/s]
ELBO: -19474.3: 38%|###7 | 3779/10000 [03:53<06:53, 15.06it/s]
ELBO: -19447.8: 38%|###7 | 3780/10000 [03:53<06:53, 15.06it/s]
ELBO: -19552.6: 38%|###7 | 3781/10000 [03:53<06:53, 15.06it/s]
ELBO: -19552.6: 38%|###7 | 3782/10000 [03:53<06:13, 16.63it/s]
ELBO: -19482.2: 38%|###7 | 3782/10000 [03:54<06:13, 16.63it/s]
ELBO: -19473.4: 38%|###7 | 3783/10000 [03:54<06:13, 16.63it/s]
ELBO: -19473.4: 38%|###7 | 3784/10000 [03:54<06:49, 15.19it/s]
ELBO: -19457.5: 38%|###7 | 3784/10000 [03:54<06:49, 15.19it/s]
ELBO: -19483.0: 38%|###7 | 3785/10000 [03:54<06:49, 15.19it/s]
ELBO: -19515.0: 38%|###7 | 3786/10000 [03:54<06:48, 15.19it/s]
ELBO: -19515.0: 38%|###7 | 3787/10000 [03:54<06:10, 16.75it/s]
ELBO: -19560.6: 38%|###7 | 3787/10000 [03:54<06:10, 16.75it/s]
ELBO: -19445.2: 38%|###7 | 3788/10000 [03:54<06:10, 16.75it/s]
ELBO: -19445.2: 38%|###7 | 3789/10000 [03:54<06:47, 15.24it/s]
ELBO: -19552.6: 38%|###7 | 3789/10000 [03:54<06:47, 15.24it/s]
ELBO: -19482.2: 38%|###7 | 3790/10000 [03:54<06:47, 15.24it/s]
ELBO: -19479.8: 38%|###7 | 3791/10000 [03:54<06:47, 15.24it/s]
ELBO: -19479.8: 38%|###7 | 3792/10000 [03:54<07:00, 14.78it/s]
ELBO: -19431.9: 38%|###7 | 3792/10000 [03:54<07:00, 14.78it/s]
ELBO: -19483.9: 38%|###7 | 3793/10000 [03:54<07:00, 14.78it/s]
ELBO: -19484.2: 38%|###7 | 3794/10000 [03:54<06:59, 14.78it/s]
ELBO: -19484.2: 38%|###7 | 3795/10000 [03:54<06:20, 16.31it/s]
ELBO: -19435.3: 38%|###7 | 3795/10000 [03:54<06:20, 16.31it/s]
ELBO: -19531.6: 38%|###7 | 3796/10000 [03:54<06:20, 16.31it/s]
ELBO: -19531.6: 38%|###7 | 3797/10000 [03:54<06:54, 14.97it/s]
ELBO: -19480.0: 38%|###7 | 3797/10000 [03:54<06:54, 14.97it/s]
ELBO: -19514.8: 38%|###7 | 3798/10000 [03:55<06:54, 14.97it/s]
ELBO: -19485.8: 38%|###7 | 3799/10000 [03:55<06:54, 14.97it/s]
ELBO: -19485.8: 38%|###8 | 3800/10000 [03:55<06:15, 16.52it/s]
ELBO: -19427.2: 38%|###8 | 3800/10000 [03:55<06:15, 16.52it/s]
ELBO: -19427.2: 38%|###8 | 3803/10000 [03:55<05:32, 18.62it/s]
ELBO: -19476.0: 38%|###8 | 3803/10000 [03:55<05:32, 18.62it/s]
ELBO: -19521.7: 38%|###8 | 3804/10000 [03:55<05:32, 18.62it/s]
ELBO: -19510.1: 38%|###8 | 3805/10000 [03:55<05:32, 18.62it/s]
ELBO: -19510.1: 38%|###8 | 3806/10000 [03:55<05:21, 19.29it/s]
ELBO: -19452.6: 38%|###8 | 3806/10000 [03:55<05:21, 19.29it/s]
ELBO: -19524.0: 38%|###8 | 3807/10000 [03:55<05:20, 19.29it/s]
ELBO: -19524.0: 38%|###8 | 3808/10000 [03:55<06:05, 16.93it/s]
ELBO: -19485.3: 38%|###8 | 3808/10000 [03:55<06:05, 16.93it/s]
ELBO: -19469.3: 38%|###8 | 3809/10000 [03:55<06:05, 16.93it/s]
ELBO: -19495.8: 38%|###8 | 3810/10000 [03:55<06:05, 16.93it/s]
ELBO: -19495.8: 38%|###8 | 3811/10000 [03:55<05:44, 17.96it/s]
ELBO: -19507.4: 38%|###8 | 3811/10000 [03:55<05:44, 17.96it/s]
ELBO: -19540.9: 38%|###8 | 3812/10000 [03:55<05:44, 17.96it/s]
ELBO: -19540.9: 38%|###8 | 3813/10000 [03:55<06:26, 16.00it/s]
ELBO: -19455.8: 38%|###8 | 3813/10000 [03:55<06:26, 16.00it/s]
ELBO: -19474.9: 38%|###8 | 3814/10000 [03:55<06:26, 16.00it/s]
ELBO: -19427.0: 38%|###8 | 3815/10000 [03:55<06:26, 16.00it/s]
ELBO: -19427.0: 38%|###8 | 3816/10000 [03:55<05:57, 17.32it/s]
ELBO: -19496.0: 38%|###8 | 3816/10000 [03:56<05:57, 17.32it/s]
ELBO: -19515.8: 38%|###8 | 3817/10000 [03:56<05:56, 17.32it/s]
ELBO: -19515.8: 38%|###8 | 3818/10000 [03:56<06:36, 15.60it/s]
ELBO: -19438.9: 38%|###8 | 3818/10000 [03:56<06:36, 15.60it/s]
ELBO: -19482.9: 38%|###8 | 3819/10000 [03:56<06:36, 15.60it/s]
ELBO: -19480.6: 38%|###8 | 3820/10000 [03:56<06:36, 15.60it/s]
ELBO: -19480.6: 38%|###8 | 3821/10000 [03:56<06:52, 14.98it/s]
ELBO: -19449.7: 38%|###8 | 3821/10000 [03:56<06:52, 14.98it/s]
ELBO: -19484.1: 38%|###8 | 3822/10000 [03:56<06:52, 14.98it/s]
ELBO: -19418.5: 38%|###8 | 3823/10000 [03:56<06:52, 14.98it/s]
ELBO: -19418.5: 38%|###8 | 3824/10000 [03:56<06:14, 16.49it/s]
ELBO: -19490.6: 38%|###8 | 3824/10000 [03:56<06:14, 16.49it/s]
ELBO: -19479.1: 38%|###8 | 3825/10000 [03:56<06:14, 16.49it/s]
ELBO: -19479.1: 38%|###8 | 3826/10000 [03:56<06:47, 15.15it/s]
ELBO: -19497.4: 38%|###8 | 3826/10000 [03:56<06:47, 15.15it/s]
ELBO: -19412.9: 38%|###8 | 3827/10000 [03:56<06:47, 15.15it/s]
ELBO: -19434.6: 38%|###8 | 3828/10000 [03:56<06:47, 15.15it/s]
ELBO: -19434.6: 38%|###8 | 3829/10000 [03:56<06:09, 16.70it/s]
ELBO: -19481.5: 38%|###8 | 3829/10000 [03:56<06:09, 16.70it/s]
ELBO: -19498.2: 38%|###8 | 3830/10000 [03:56<06:09, 16.70it/s]
ELBO: -19498.2: 38%|###8 | 3831/10000 [03:56<06:45, 15.22it/s]
ELBO: -19521.7: 38%|###8 | 3831/10000 [03:56<06:45, 15.22it/s]
ELBO: -19429.4: 38%|###8 | 3832/10000 [03:57<06:45, 15.22it/s]
ELBO: -19460.6: 38%|###8 | 3833/10000 [03:57<06:45, 15.22it/s]
ELBO: -19460.6: 38%|###8 | 3834/10000 [03:57<06:08, 16.73it/s]
ELBO: -19461.8: 38%|###8 | 3834/10000 [03:57<06:08, 16.73it/s]
ELBO: -19454.7: 38%|###8 | 3835/10000 [03:57<06:08, 16.73it/s]
ELBO: -19454.7: 38%|###8 | 3836/10000 [03:57<06:44, 15.25it/s]
ELBO: -19452.8: 38%|###8 | 3836/10000 [03:57<06:44, 15.25it/s]
ELBO: -19490.8: 38%|###8 | 3837/10000 [03:57<06:44, 15.25it/s]
ELBO: -19507.4: 38%|###8 | 3838/10000 [03:57<06:44, 15.25it/s]
ELBO: -19507.4: 38%|###8 | 3839/10000 [03:57<06:56, 14.80it/s]
ELBO: -19417.1: 38%|###8 | 3839/10000 [03:57<06:56, 14.80it/s]
ELBO: -19424.0: 38%|###8 | 3840/10000 [03:57<06:56, 14.80it/s]
ELBO: -19531.7: 38%|###8 | 3841/10000 [03:57<06:56, 14.80it/s]
ELBO: -19531.7: 38%|###8 | 3842/10000 [03:57<06:15, 16.39it/s]
ELBO: -19470.3: 38%|###8 | 3842/10000 [03:57<06:15, 16.39it/s]
ELBO: -19448.9: 38%|###8 | 3843/10000 [03:57<06:15, 16.39it/s]
ELBO: -19448.9: 38%|###8 | 3844/10000 [03:57<06:49, 15.03it/s]
ELBO: -19435.4: 38%|###8 | 3844/10000 [03:57<06:49, 15.03it/s]
ELBO: -19498.4: 38%|###8 | 3845/10000 [03:57<06:49, 15.03it/s]
ELBO: -19468.0: 38%|###8 | 3846/10000 [03:57<06:49, 15.03it/s]
ELBO: -19468.0: 38%|###8 | 3847/10000 [03:57<06:10, 16.59it/s]
ELBO: -19498.2: 38%|###8 | 3847/10000 [03:58<06:10, 16.59it/s]
ELBO: -19415.2: 38%|###8 | 3848/10000 [03:58<06:10, 16.59it/s]
ELBO: -19415.2: 38%|###8 | 3849/10000 [03:58<06:44, 15.19it/s]
ELBO: -19413.2: 38%|###8 | 3849/10000 [03:58<06:44, 15.19it/s]
ELBO: -19429.7: 38%|###8 | 3850/10000 [03:58<06:44, 15.19it/s]
ELBO: -19482.9: 39%|###8 | 3851/10000 [03:58<06:44, 15.19it/s]
ELBO: -19482.9: 39%|###8 | 3852/10000 [03:58<06:06, 16.76it/s]
ELBO: -19414.8: 39%|###8 | 3852/10000 [03:58<06:06, 16.76it/s]
ELBO: -19429.2: 39%|###8 | 3853/10000 [03:58<06:06, 16.76it/s]
ELBO: -19429.2: 39%|###8 | 3854/10000 [03:58<06:40, 15.34it/s]
ELBO: -19431.2: 39%|###8 | 3854/10000 [03:58<06:40, 15.34it/s]
ELBO: -19404.8: 39%|###8 | 3855/10000 [03:58<06:40, 15.34it/s]
ELBO: -19414.8: 39%|###8 | 3856/10000 [03:58<06:40, 15.34it/s]
ELBO: -19414.8: 39%|###8 | 3857/10000 [03:58<06:54, 14.84it/s]
ELBO: -19479.6: 39%|###8 | 3857/10000 [03:58<06:54, 14.84it/s]
ELBO: -19448.9: 39%|###8 | 3858/10000 [03:58<06:53, 14.84it/s]
ELBO: -19448.6: 39%|###8 | 3859/10000 [03:58<06:53, 14.84it/s]
ELBO: -19448.6: 39%|###8 | 3860/10000 [03:58<06:16, 16.29it/s]
ELBO: -19420.6: 39%|###8 | 3860/10000 [03:58<06:16, 16.29it/s]
ELBO: -19457.9: 39%|###8 | 3861/10000 [03:58<06:16, 16.29it/s]
ELBO: -19457.9: 39%|###8 | 3862/10000 [03:58<06:49, 15.00it/s]
ELBO: -19452.7: 39%|###8 | 3862/10000 [03:58<06:49, 15.00it/s]
ELBO: -19445.7: 39%|###8 | 3863/10000 [03:59<06:49, 15.00it/s]
ELBO: -19468.4: 39%|###8 | 3864/10000 [03:59<06:49, 15.00it/s]
ELBO: -19468.4: 39%|###8 | 3865/10000 [03:59<06:10, 16.55it/s]
ELBO: -19465.7: 39%|###8 | 3865/10000 [03:59<06:10, 16.55it/s]
ELBO: -19445.3: 39%|###8 | 3866/10000 [03:59<06:10, 16.55it/s]
ELBO: -19445.3: 39%|###8 | 3867/10000 [03:59<06:47, 15.05it/s]
ELBO: -19399.0: 39%|###8 | 3867/10000 [03:59<06:47, 15.05it/s]
ELBO: -19489.4: 39%|###8 | 3868/10000 [03:59<06:47, 15.05it/s]
ELBO: -19483.9: 39%|###8 | 3869/10000 [03:59<06:47, 15.05it/s]
ELBO: -19483.9: 39%|###8 | 3870/10000 [03:59<06:08, 16.62it/s]
ELBO: -19419.1: 39%|###8 | 3870/10000 [03:59<06:08, 16.62it/s]
ELBO: -19479.0: 39%|###8 | 3871/10000 [03:59<06:08, 16.62it/s]
ELBO: -19479.0: 39%|###8 | 3872/10000 [03:59<06:45, 15.13it/s]
ELBO: -19394.9: 39%|###8 | 3872/10000 [03:59<06:45, 15.13it/s]
ELBO: -19421.8: 39%|###8 | 3873/10000 [03:59<06:45, 15.13it/s]
ELBO: -19436.0: 39%|###8 | 3874/10000 [03:59<06:45, 15.13it/s]
ELBO: -19436.0: 39%|###8 | 3875/10000 [03:59<06:59, 14.60it/s]
ELBO: -19523.8: 39%|###8 | 3875/10000 [03:59<06:59, 14.60it/s]
ELBO: -19460.5: 39%|###8 | 3876/10000 [03:59<06:59, 14.60it/s]
ELBO: -19466.3: 39%|###8 | 3877/10000 [03:59<06:59, 14.60it/s]
ELBO: -19466.3: 39%|###8 | 3878/10000 [03:59<06:19, 16.15it/s]
ELBO: -19416.3: 39%|###8 | 3878/10000 [03:59<06:19, 16.15it/s]
ELBO: -19423.8: 39%|###8 | 3879/10000 [04:00<06:19, 16.15it/s]
ELBO: -19423.8: 39%|###8 | 3880/10000 [04:00<06:49, 14.96it/s]
ELBO: -19472.8: 39%|###8 | 3880/10000 [04:00<06:49, 14.96it/s]
ELBO: -19426.9: 39%|###8 | 3881/10000 [04:00<06:49, 14.96it/s]
ELBO: -19426.9: 39%|###8 | 3882/10000 [04:00<09:49, 10.39it/s]
ELBO: -19435.2: 39%|###8 | 3882/10000 [04:00<09:49, 10.39it/s]
ELBO: -19439.2: 39%|###8 | 3883/10000 [04:00<09:48, 10.39it/s]
ELBO: -19439.2: 39%|###8 | 3884/10000 [04:00<09:28, 10.75it/s]
ELBO: -19410.3: 39%|###8 | 3884/10000 [04:00<09:28, 10.75it/s]
ELBO: -19401.3: 39%|###8 | 3885/10000 [04:00<09:28, 10.75it/s]
ELBO: -19456.6: 39%|###8 | 3886/10000 [04:00<09:28, 10.75it/s]
ELBO: -19456.6: 39%|###8 | 3887/10000 [04:00<07:47, 13.06it/s]
ELBO: -19468.1: 39%|###8 | 3887/10000 [04:00<07:47, 13.06it/s]
ELBO: -19379.1: 39%|###8 | 3888/10000 [04:00<07:47, 13.06it/s]
ELBO: -19379.1: 39%|###8 | 3889/10000 [04:00<07:57, 12.81it/s]
ELBO: -19397.5: 39%|###8 | 3889/10000 [04:00<07:57, 12.81it/s]
ELBO: -19437.4: 39%|###8 | 3890/10000 [04:01<07:57, 12.81it/s]
ELBO: -19364.8: 39%|###8 | 3891/10000 [04:01<07:56, 12.81it/s]
ELBO: -19364.8: 39%|###8 | 3892/10000 [04:01<06:51, 14.83it/s]
ELBO: -19436.7: 39%|###8 | 3892/10000 [04:01<06:51, 14.83it/s]
ELBO: -19445.2: 39%|###8 | 3893/10000 [04:01<06:51, 14.83it/s]
ELBO: -19445.2: 39%|###8 | 3894/10000 [04:01<07:18, 13.94it/s]
ELBO: -19419.4: 39%|###8 | 3894/10000 [04:01<07:18, 13.94it/s]
ELBO: -19444.0: 39%|###8 | 3895/10000 [04:01<07:17, 13.94it/s]
ELBO: -19419.5: 39%|###8 | 3896/10000 [04:01<07:17, 13.94it/s]
ELBO: -19419.5: 39%|###8 | 3897/10000 [04:01<06:26, 15.79it/s]
ELBO: -19408.3: 39%|###8 | 3897/10000 [04:01<06:26, 15.79it/s]
ELBO: -19398.7: 39%|###8 | 3898/10000 [04:01<06:26, 15.79it/s]
ELBO: -19398.7: 39%|###8 | 3899/10000 [04:01<06:57, 14.61it/s]
ELBO: -19334.5: 39%|###8 | 3899/10000 [04:01<06:57, 14.61it/s]
ELBO: -19397.9: 39%|###9 | 3900/10000 [04:01<06:57, 14.61it/s]
ELBO: -19422.0: 39%|###9 | 3901/10000 [04:01<06:57, 14.61it/s]
ELBO: -19422.0: 39%|###9 | 3902/10000 [04:01<07:03, 14.41it/s]
ELBO: -19418.2: 39%|###9 | 3902/10000 [04:01<07:03, 14.41it/s]
ELBO: -19433.2: 39%|###9 | 3903/10000 [04:01<07:03, 14.41it/s]
ELBO: -19433.2: 39%|###9 | 3904/10000 [04:01<06:34, 15.46it/s]
ELBO: -19451.2: 39%|###9 | 3904/10000 [04:01<06:34, 15.46it/s]
ELBO: -19383.3: 39%|###9 | 3905/10000 [04:01<06:34, 15.46it/s]
ELBO: -19392.9: 39%|###9 | 3906/10000 [04:02<06:34, 15.46it/s]
ELBO: -19392.9: 39%|###9 | 3907/10000 [04:02<06:46, 14.97it/s]
ELBO: -19381.4: 39%|###9 | 3907/10000 [04:02<06:46, 14.97it/s]
ELBO: -19505.7: 39%|###9 | 3908/10000 [04:02<06:46, 14.97it/s]
ELBO: -19410.1: 39%|###9 | 3909/10000 [04:02<06:46, 14.97it/s]
ELBO: -19410.1: 39%|###9 | 3910/10000 [04:02<06:08, 16.54it/s]
ELBO: -19427.8: 39%|###9 | 3910/10000 [04:02<06:08, 16.54it/s]
ELBO: -19373.9: 39%|###9 | 3911/10000 [04:02<06:08, 16.54it/s]
ELBO: -19373.9: 39%|###9 | 3912/10000 [04:02<06:42, 15.13it/s]
ELBO: -19398.1: 39%|###9 | 3912/10000 [04:02<06:42, 15.13it/s]
ELBO: -19389.3: 39%|###9 | 3913/10000 [04:02<06:42, 15.13it/s]
ELBO: -19423.8: 39%|###9 | 3914/10000 [04:02<06:42, 15.13it/s]
ELBO: -19423.8: 39%|###9 | 3915/10000 [04:02<06:04, 16.70it/s]
ELBO: -19389.9: 39%|###9 | 3915/10000 [04:02<06:04, 16.70it/s]
ELBO: -19372.9: 39%|###9 | 3916/10000 [04:02<06:04, 16.70it/s]
ELBO: -19372.9: 39%|###9 | 3917/10000 [04:02<06:39, 15.22it/s]
ELBO: -19348.1: 39%|###9 | 3917/10000 [04:02<06:39, 15.22it/s]
ELBO: -19387.0: 39%|###9 | 3918/10000 [04:02<06:39, 15.22it/s]
ELBO: -19404.8: 39%|###9 | 3919/10000 [04:02<06:39, 15.22it/s]
ELBO: -19404.8: 39%|###9 | 3920/10000 [04:02<06:53, 14.71it/s]
ELBO: -19452.2: 39%|###9 | 3920/10000 [04:02<06:53, 14.71it/s]
ELBO: -19419.3: 39%|###9 | 3921/10000 [04:03<06:53, 14.71it/s]
ELBO: -19493.4: 39%|###9 | 3922/10000 [04:03<06:53, 14.71it/s]
ELBO: -19493.4: 39%|###9 | 3923/10000 [04:03<06:13, 16.26it/s]
ELBO: -19449.0: 39%|###9 | 3923/10000 [04:03<06:13, 16.26it/s]
ELBO: -19370.1: 39%|###9 | 3924/10000 [04:03<06:13, 16.26it/s]
ELBO: -19370.1: 39%|###9 | 3925/10000 [04:03<06:44, 15.01it/s]
ELBO: -19446.2: 39%|###9 | 3925/10000 [04:03<06:44, 15.01it/s]
ELBO: -19390.4: 39%|###9 | 3926/10000 [04:03<06:44, 15.01it/s]
ELBO: -19424.4: 39%|###9 | 3927/10000 [04:03<06:44, 15.01it/s]
ELBO: -19424.4: 39%|###9 | 3928/10000 [04:03<06:05, 16.59it/s]
ELBO: -19412.7: 39%|###9 | 3930/10000 [04:03<06:05, 16.59it/s]
ELBO: -19412.7: 39%|###9 | 3931/10000 [04:03<05:24, 18.69it/s]
ELBO: -19332.7: 39%|###9 | 3931/10000 [04:03<05:24, 18.69it/s]
ELBO: -19383.3: 39%|###9 | 3932/10000 [04:03<05:24, 18.69it/s]
ELBO: -19452.0: 39%|###9 | 3933/10000 [04:03<05:24, 18.69it/s]
ELBO: -19452.0: 39%|###9 | 3934/10000 [04:03<05:13, 19.34it/s]
ELBO: -19413.9: 39%|###9 | 3934/10000 [04:03<05:13, 19.34it/s]
ELBO: -19408.4: 39%|###9 | 3935/10000 [04:03<05:13, 19.34it/s]
ELBO: -19408.4: 39%|###9 | 3936/10000 [04:03<05:56, 16.99it/s]
ELBO: -19372.0: 39%|###9 | 3936/10000 [04:03<05:56, 16.99it/s]
ELBO: -19384.3: 39%|###9 | 3937/10000 [04:03<05:56, 16.99it/s]
ELBO: -19389.3: 39%|###9 | 3938/10000 [04:03<05:56, 16.99it/s]
ELBO: -19389.3: 39%|###9 | 3939/10000 [04:03<05:34, 18.10it/s]
ELBO: -19381.6: 39%|###9 | 3939/10000 [04:04<05:34, 18.10it/s]
ELBO: -19432.1: 39%|###9 | 3940/10000 [04:04<05:34, 18.10it/s]
ELBO: -19432.1: 39%|###9 | 3941/10000 [04:04<06:24, 15.78it/s]
ELBO: -19389.0: 39%|###9 | 3941/10000 [04:04<06:24, 15.78it/s]
ELBO: -19414.5: 39%|###9 | 3942/10000 [04:04<06:23, 15.78it/s]
ELBO: -19352.7: 39%|###9 | 3943/10000 [04:04<06:23, 15.78it/s]
ELBO: -19352.7: 39%|###9 | 3944/10000 [04:04<05:51, 17.21it/s]
ELBO: -19382.1: 39%|###9 | 3944/10000 [04:04<05:51, 17.21it/s]
ELBO: -19431.4: 39%|###9 | 3945/10000 [04:04<05:51, 17.21it/s]
ELBO: -19431.4: 39%|###9 | 3946/10000 [04:04<06:33, 15.40it/s]
ELBO: -19396.1: 39%|###9 | 3946/10000 [04:04<06:33, 15.40it/s]
ELBO: -19401.7: 39%|###9 | 3947/10000 [04:04<06:33, 15.40it/s]
ELBO: -19401.7: 39%|###9 | 3948/10000 [04:04<06:09, 16.37it/s]
ELBO: -19398.8: 39%|###9 | 3948/10000 [04:04<06:09, 16.37it/s]
ELBO: -19420.8: 39%|###9 | 3949/10000 [04:04<06:09, 16.37it/s]
ELBO: -19420.8: 40%|###9 | 3950/10000 [04:04<06:50, 14.75it/s]
ELBO: -19464.6: 40%|###9 | 3950/10000 [04:04<06:50, 14.75it/s]
ELBO: -19385.0: 40%|###9 | 3951/10000 [04:04<06:50, 14.75it/s]
ELBO: -19412.9: 40%|###9 | 3952/10000 [04:04<06:50, 14.75it/s]
ELBO: -19412.9: 40%|###9 | 3953/10000 [04:04<06:08, 16.42it/s]
ELBO: -19389.5: 40%|###9 | 3953/10000 [04:04<06:08, 16.42it/s]
ELBO: -19399.0: 40%|###9 | 3954/10000 [04:05<06:08, 16.42it/s]
ELBO: -19399.0: 40%|###9 | 3955/10000 [04:05<06:42, 15.02it/s]
ELBO: -19407.2: 40%|###9 | 3955/10000 [04:05<06:42, 15.02it/s]
ELBO: -19429.7: 40%|###9 | 3956/10000 [04:05<06:42, 15.02it/s]
ELBO: -19409.7: 40%|###9 | 3957/10000 [04:05<06:42, 15.02it/s]
ELBO: -19409.7: 40%|###9 | 3958/10000 [04:05<06:54, 14.59it/s]
ELBO: -19415.5: 40%|###9 | 3958/10000 [04:05<06:54, 14.59it/s]
ELBO: -19398.5: 40%|###9 | 3959/10000 [04:05<06:54, 14.59it/s]
ELBO: -19403.1: 40%|###9 | 3960/10000 [04:05<06:53, 14.59it/s]
ELBO: -19403.1: 40%|###9 | 3961/10000 [04:05<06:16, 16.05it/s]
ELBO: -19400.8: 40%|###9 | 3961/10000 [04:05<06:16, 16.05it/s]
ELBO: -19334.0: 40%|###9 | 3962/10000 [04:05<06:16, 16.05it/s]
ELBO: -19334.0: 40%|###9 | 3963/10000 [04:05<06:49, 14.75it/s]
ELBO: -19330.6: 40%|###9 | 3963/10000 [04:05<06:49, 14.75it/s]
ELBO: -19365.9: 40%|###9 | 3964/10000 [04:05<06:49, 14.75it/s]
ELBO: -19410.8: 40%|###9 | 3965/10000 [04:05<06:49, 14.75it/s]
ELBO: -19410.8: 40%|###9 | 3966/10000 [04:05<06:10, 16.29it/s]
ELBO: -19376.8: 40%|###9 | 3966/10000 [04:05<06:10, 16.29it/s]
ELBO: -19311.4: 40%|###9 | 3967/10000 [04:05<06:10, 16.29it/s]
ELBO: -19311.4: 40%|###9 | 3968/10000 [04:05<06:48, 14.77it/s]
ELBO: -19353.5: 40%|###9 | 3968/10000 [04:05<06:48, 14.77it/s]
ELBO: -19395.6: 40%|###9 | 3969/10000 [04:05<06:48, 14.77it/s]
ELBO: -19356.8: 40%|###9 | 3970/10000 [04:06<06:48, 14.77it/s]
ELBO: -19356.8: 40%|###9 | 3971/10000 [04:06<06:10, 16.26it/s]
ELBO: -19426.2: 40%|###9 | 3971/10000 [04:06<06:10, 16.26it/s]
ELBO: -19360.4: 40%|###9 | 3972/10000 [04:06<06:10, 16.26it/s]
ELBO: -19360.4: 40%|###9 | 3973/10000 [04:06<06:44, 14.89it/s]
ELBO: -19373.2: 40%|###9 | 3973/10000 [04:06<06:44, 14.89it/s]
ELBO: -19399.5: 40%|###9 | 3974/10000 [04:06<06:44, 14.89it/s]
ELBO: -19390.0: 40%|###9 | 3975/10000 [04:06<06:44, 14.89it/s]
ELBO: -19390.0: 40%|###9 | 3976/10000 [04:06<06:55, 14.49it/s]
ELBO: -19357.6: 40%|###9 | 3976/10000 [04:06<06:55, 14.49it/s]
ELBO: -19326.2: 40%|###9 | 3977/10000 [04:06<06:55, 14.49it/s]
ELBO: -19339.3: 40%|###9 | 3978/10000 [04:06<06:55, 14.49it/s]
ELBO: -19339.3: 40%|###9 | 3979/10000 [04:06<06:14, 16.09it/s]
ELBO: -19394.1: 40%|###9 | 3979/10000 [04:06<06:14, 16.09it/s]
ELBO: -19414.7: 40%|###9 | 3980/10000 [04:06<06:14, 16.09it/s]
ELBO: -19414.7: 40%|###9 | 3981/10000 [04:06<06:44, 14.88it/s]
ELBO: -19329.0: 40%|###9 | 3981/10000 [04:06<06:44, 14.88it/s]
ELBO: -19387.4: 40%|###9 | 3982/10000 [04:06<06:44, 14.88it/s]
ELBO: -19301.6: 40%|###9 | 3983/10000 [04:06<06:44, 14.88it/s]
ELBO: -19301.6: 40%|###9 | 3984/10000 [04:06<06:07, 16.37it/s]
ELBO: -19350.2: 40%|###9 | 3984/10000 [04:06<06:07, 16.37it/s]
ELBO: -19347.1: 40%|###9 | 3985/10000 [04:07<06:07, 16.37it/s]
ELBO: -19347.1: 40%|###9 | 3986/10000 [04:07<06:41, 14.98it/s]
ELBO: -19352.6: 40%|###9 | 3986/10000 [04:07<06:41, 14.98it/s]
ELBO: -19332.3: 40%|###9 | 3987/10000 [04:07<06:41, 14.98it/s]
ELBO: -19393.9: 40%|###9 | 3988/10000 [04:07<06:41, 14.98it/s]
ELBO: -19393.9: 40%|###9 | 3989/10000 [04:07<06:03, 16.52it/s]
ELBO: -19315.9: 40%|###9 | 3989/10000 [04:07<06:03, 16.52it/s]
ELBO: -19355.6: 40%|###9 | 3990/10000 [04:07<06:03, 16.52it/s]
ELBO: -19355.6: 40%|###9 | 3991/10000 [04:07<06:36, 15.15it/s]
ELBO: -19364.3: 40%|###9 | 3991/10000 [04:07<06:36, 15.15it/s]
ELBO: -19337.4: 40%|###9 | 3992/10000 [04:07<06:36, 15.15it/s]
ELBO: -19395.1: 40%|###9 | 3993/10000 [04:07<06:36, 15.15it/s]
ELBO: -19395.1: 40%|###9 | 3994/10000 [04:07<06:48, 14.71it/s]
ELBO: -19387.6: 40%|###9 | 3994/10000 [04:07<06:48, 14.71it/s]
ELBO: -19337.1: 40%|###9 | 3995/10000 [04:07<06:48, 14.71it/s]
ELBO: -19434.3: 40%|###9 | 3996/10000 [04:07<06:48, 14.71it/s]
ELBO: -19434.3: 40%|###9 | 3997/10000 [04:07<06:08, 16.28it/s]
ELBO: -19360.0: 40%|###9 | 3997/10000 [04:07<06:08, 16.28it/s]
ELBO: -19295.2: 40%|###9 | 3998/10000 [04:07<06:08, 16.28it/s]
ELBO: -19295.2: 40%|###9 | 3999/10000 [04:07<06:39, 15.03it/s]
ELBO: -19363.1: 40%|###9 | 3999/10000 [04:07<06:39, 15.03it/s]
ELBO: -19340.8: 40%|#### | 4000/10000 [04:07<06:39, 15.03it/s]
ELBO: -19393.6: 40%|#### | 4001/10000 [04:08<06:39, 15.03it/s]
ELBO: -19393.6: 40%|#### | 4002/10000 [04:08<06:01, 16.60it/s]
ELBO: -19328.5: 40%|#### | 4002/10000 [04:08<06:01, 16.60it/s]
ELBO: -19390.7: 40%|#### | 4003/10000 [04:08<06:01, 16.60it/s]
ELBO: -19390.7: 40%|#### | 4004/10000 [04:08<06:41, 14.94it/s]
ELBO: -19347.1: 40%|#### | 4004/10000 [04:08<06:41, 14.94it/s]
ELBO: -19369.8: 40%|#### | 4005/10000 [04:08<06:41, 14.94it/s]
ELBO: -19356.0: 40%|#### | 4006/10000 [04:08<06:41, 14.94it/s]
ELBO: -19356.0: 40%|#### | 4007/10000 [04:08<06:03, 16.50it/s]
ELBO: -19400.6: 40%|#### | 4007/10000 [04:08<06:03, 16.50it/s]
ELBO: -19359.8: 40%|#### | 4008/10000 [04:08<06:03, 16.50it/s]
ELBO: -19359.8: 40%|#### | 4009/10000 [04:08<06:36, 15.12it/s]
ELBO: -19320.1: 40%|#### | 4009/10000 [04:08<06:36, 15.12it/s]
ELBO: -19366.6: 40%|#### | 4010/10000 [04:08<06:36, 15.12it/s]
ELBO: -19338.2: 40%|#### | 4011/10000 [04:08<06:36, 15.12it/s]
ELBO: -19338.2: 40%|#### | 4012/10000 [04:08<06:47, 14.69it/s]
ELBO: -19362.4: 40%|#### | 4012/10000 [04:08<06:47, 14.69it/s]
ELBO: -19411.8: 40%|#### | 4013/10000 [04:08<06:47, 14.69it/s]
ELBO: -19333.7: 40%|#### | 4014/10000 [04:08<06:47, 14.69it/s]
ELBO: -19333.7: 40%|#### | 4015/10000 [04:08<06:07, 16.27it/s]
ELBO: -19350.7: 40%|#### | 4015/10000 [04:08<06:07, 16.27it/s]
ELBO: -19335.3: 40%|#### | 4016/10000 [04:09<06:07, 16.27it/s]
ELBO: -19335.3: 40%|#### | 4017/10000 [04:09<06:37, 15.05it/s]
ELBO: -19385.7: 40%|#### | 4017/10000 [04:09<06:37, 15.05it/s]
ELBO: -19368.4: 40%|#### | 4018/10000 [04:09<06:37, 15.05it/s]
ELBO: -19306.8: 40%|#### | 4019/10000 [04:09<06:37, 15.05it/s]
ELBO: -19306.8: 40%|#### | 4020/10000 [04:09<06:02, 16.51it/s]
ELBO: -19384.2: 40%|#### | 4020/10000 [04:09<06:02, 16.51it/s]
ELBO: -19333.3: 40%|#### | 4021/10000 [04:09<06:02, 16.51it/s]
ELBO: -19333.3: 40%|#### | 4022/10000 [04:09<06:36, 15.09it/s]
ELBO: -19433.4: 40%|#### | 4022/10000 [04:09<06:36, 15.09it/s]
ELBO: -19308.5: 40%|#### | 4023/10000 [04:09<06:36, 15.09it/s]
ELBO: -19311.9: 40%|#### | 4024/10000 [04:09<06:36, 15.09it/s]
ELBO: -19311.9: 40%|#### | 4025/10000 [04:09<05:58, 16.67it/s]
ELBO: -19355.9: 40%|#### | 4025/10000 [04:09<05:58, 16.67it/s]
ELBO: -19332.1: 40%|#### | 4026/10000 [04:09<05:58, 16.67it/s]
ELBO: -19332.1: 40%|#### | 4027/10000 [04:09<06:31, 15.27it/s]
ELBO: -19248.5: 40%|#### | 4027/10000 [04:09<06:31, 15.27it/s]
ELBO: -19355.1: 40%|#### | 4028/10000 [04:09<06:31, 15.27it/s]
ELBO: -19327.5: 40%|#### | 4029/10000 [04:09<06:31, 15.27it/s]
ELBO: -19327.5: 40%|#### | 4030/10000 [04:09<06:45, 14.71it/s]
ELBO: -19298.3: 40%|#### | 4030/10000 [04:09<06:45, 14.71it/s]
ELBO: -19306.2: 40%|#### | 4031/10000 [04:09<06:45, 14.71it/s]
ELBO: -19390.6: 40%|#### | 4032/10000 [04:10<06:45, 14.71it/s]
ELBO: -19390.6: 40%|#### | 4033/10000 [04:10<06:06, 16.26it/s]
ELBO: -19336.5: 40%|#### | 4033/10000 [04:10<06:06, 16.26it/s]
ELBO: -19357.9: 40%|#### | 4034/10000 [04:10<06:06, 16.26it/s]
ELBO: -19357.9: 40%|#### | 4035/10000 [04:10<06:36, 15.06it/s]
ELBO: -19296.0: 40%|#### | 4035/10000 [04:10<06:36, 15.06it/s]
ELBO: -19274.4: 40%|#### | 4036/10000 [04:10<06:36, 15.06it/s]
ELBO: -19304.3: 40%|#### | 4037/10000 [04:10<06:36, 15.06it/s]
ELBO: -19304.3: 40%|#### | 4038/10000 [04:10<05:58, 16.61it/s]
ELBO: -19290.8: 40%|#### | 4038/10000 [04:10<05:58, 16.61it/s]
ELBO: -19292.8: 40%|#### | 4039/10000 [04:10<05:58, 16.61it/s]
ELBO: -19292.8: 40%|#### | 4040/10000 [04:10<06:32, 15.18it/s]
ELBO: -19354.7: 40%|#### | 4040/10000 [04:10<06:32, 15.18it/s]
ELBO: -19285.0: 40%|#### | 4041/10000 [04:10<06:32, 15.18it/s]
ELBO: -19351.0: 40%|#### | 4042/10000 [04:10<06:32, 15.18it/s]
ELBO: -19351.0: 40%|#### | 4043/10000 [04:10<05:56, 16.72it/s]
ELBO: -19289.5: 40%|#### | 4043/10000 [04:10<05:56, 16.72it/s]
ELBO: -19400.9: 40%|#### | 4044/10000 [04:10<05:56, 16.72it/s]
ELBO: -19400.9: 40%|#### | 4045/10000 [04:10<06:30, 15.27it/s]
ELBO: -19316.5: 40%|#### | 4045/10000 [04:10<06:30, 15.27it/s]
ELBO: -19370.1: 40%|#### | 4046/10000 [04:10<06:29, 15.27it/s]
ELBO: -19323.1: 40%|#### | 4047/10000 [04:11<06:29, 15.27it/s]
ELBO: -19323.1: 40%|#### | 4048/10000 [04:11<06:41, 14.81it/s]
ELBO: -19294.2: 40%|#### | 4048/10000 [04:11<06:41, 14.81it/s]
ELBO: -19322.8: 40%|#### | 4049/10000 [04:11<06:41, 14.81it/s]
ELBO: -19376.7: 40%|#### | 4050/10000 [04:11<06:41, 14.81it/s]
ELBO: -19376.7: 41%|#### | 4051/10000 [04:11<06:03, 16.36it/s]
ELBO: -19304.3: 41%|#### | 4051/10000 [04:11<06:03, 16.36it/s]
ELBO: -19322.9: 41%|#### | 4052/10000 [04:11<06:03, 16.36it/s]
ELBO: -19322.9: 41%|#### | 4053/10000 [04:11<06:34, 15.06it/s]
ELBO: -19267.9: 41%|#### | 4053/10000 [04:11<06:34, 15.06it/s]
ELBO: -19276.4: 41%|#### | 4054/10000 [04:11<06:34, 15.06it/s]
ELBO: -19292.2: 41%|#### | 4057/10000 [04:11<06:34, 15.06it/s]
ELBO: -19292.2: 41%|#### | 4058/10000 [04:11<04:51, 20.41it/s]
ELBO: -19339.7: 41%|#### | 4058/10000 [04:11<04:51, 20.41it/s]
ELBO: -19333.0: 41%|#### | 4059/10000 [04:11<04:51, 20.41it/s]
ELBO: -19369.5: 41%|#### | 4060/10000 [04:11<04:51, 20.41it/s]
ELBO: -19369.5: 41%|#### | 4061/10000 [04:11<05:28, 18.06it/s]
ELBO: -19311.0: 41%|#### | 4061/10000 [04:11<05:28, 18.06it/s]
ELBO: -19319.1: 41%|#### | 4062/10000 [04:11<05:28, 18.06it/s]
ELBO: -19284.5: 41%|#### | 4063/10000 [04:11<05:28, 18.06it/s]
ELBO: -19284.5: 41%|#### | 4064/10000 [04:11<05:54, 16.74it/s]
ELBO: -19331.4: 41%|#### | 4064/10000 [04:11<05:54, 16.74it/s]
ELBO: -19341.1: 41%|#### | 4065/10000 [04:12<05:54, 16.74it/s]
ELBO: -19316.7: 41%|#### | 4066/10000 [04:12<05:54, 16.74it/s]
ELBO: -19316.7: 41%|#### | 4067/10000 [04:12<05:34, 17.74it/s]
ELBO: -19284.7: 41%|#### | 4067/10000 [04:12<05:34, 17.74it/s]
ELBO: -19307.4: 41%|#### | 4068/10000 [04:12<05:34, 17.74it/s]
ELBO: -19307.4: 41%|#### | 4069/10000 [04:12<06:09, 16.04it/s]
ELBO: -19291.7: 41%|#### | 4069/10000 [04:12<06:09, 16.04it/s]
ELBO: -19345.3: 41%|#### | 4070/10000 [04:12<06:09, 16.04it/s]
ELBO: -19243.4: 41%|#### | 4071/10000 [04:12<06:09, 16.04it/s]
ELBO: -19243.4: 41%|#### | 4072/10000 [04:12<05:43, 17.25it/s]
ELBO: -19321.3: 41%|#### | 4072/10000 [04:12<05:43, 17.25it/s]
ELBO: -19299.3: 41%|#### | 4073/10000 [04:12<05:43, 17.25it/s]
ELBO: -19299.3: 41%|#### | 4074/10000 [04:12<06:17, 15.68it/s]
ELBO: -19299.2: 41%|#### | 4074/10000 [04:12<06:17, 15.68it/s]
ELBO: -19237.2: 41%|#### | 4075/10000 [04:12<06:17, 15.68it/s]
ELBO: -19336.7: 41%|#### | 4076/10000 [04:12<06:17, 15.68it/s]
ELBO: -19336.7: 41%|#### | 4077/10000 [04:12<06:32, 15.08it/s]
ELBO: -19307.3: 41%|#### | 4077/10000 [04:12<06:32, 15.08it/s]
ELBO: -19263.8: 41%|#### | 4078/10000 [04:12<06:32, 15.08it/s]
ELBO: -19277.8: 41%|#### | 4079/10000 [04:12<06:32, 15.08it/s]
ELBO: -19277.8: 41%|#### | 4080/10000 [04:12<05:57, 16.56it/s]
ELBO: -19270.2: 41%|#### | 4080/10000 [04:12<05:57, 16.56it/s]
ELBO: -19329.8: 41%|#### | 4081/10000 [04:13<05:57, 16.56it/s]
ELBO: -19329.8: 41%|#### | 4082/10000 [04:13<06:27, 15.27it/s]
ELBO: -19272.0: 41%|#### | 4082/10000 [04:13<06:27, 15.27it/s]
ELBO: -19276.2: 41%|#### | 4083/10000 [04:13<06:27, 15.27it/s]
ELBO: -19286.5: 41%|#### | 4084/10000 [04:13<06:27, 15.27it/s]
ELBO: -19286.5: 41%|#### | 4085/10000 [04:13<05:52, 16.80it/s]
ELBO: -19338.9: 41%|#### | 4085/10000 [04:13<05:52, 16.80it/s]
ELBO: -19282.1: 41%|#### | 4086/10000 [04:13<05:51, 16.80it/s]
ELBO: -19282.1: 41%|#### | 4087/10000 [04:13<06:25, 15.33it/s]
ELBO: -19282.2: 41%|#### | 4087/10000 [04:13<06:25, 15.33it/s]
ELBO: -19392.2: 41%|#### | 4088/10000 [04:13<06:25, 15.33it/s]
ELBO: -19301.2: 41%|#### | 4089/10000 [04:13<06:25, 15.33it/s]
ELBO: -19301.2: 41%|#### | 4090/10000 [04:13<05:50, 16.86it/s]
ELBO: -19343.3: 41%|#### | 4090/10000 [04:13<05:50, 16.86it/s]
ELBO: -19296.2: 41%|#### | 4091/10000 [04:13<05:50, 16.86it/s]
ELBO: -19296.2: 41%|#### | 4092/10000 [04:13<06:24, 15.38it/s]
ELBO: -19324.8: 41%|#### | 4092/10000 [04:13<06:24, 15.38it/s]
ELBO: -19293.7: 41%|#### | 4093/10000 [04:13<06:24, 15.38it/s]
ELBO: -19295.2: 41%|#### | 4094/10000 [04:13<06:24, 15.38it/s]
ELBO: -19295.2: 41%|#### | 4095/10000 [04:13<06:38, 14.82it/s]
ELBO: -19385.5: 41%|#### | 4095/10000 [04:13<06:38, 14.82it/s]
ELBO: -19320.9: 41%|#### | 4096/10000 [04:13<06:38, 14.82it/s]
ELBO: -19324.3: 41%|#### | 4097/10000 [04:14<06:38, 14.82it/s]
ELBO: -19324.3: 41%|#### | 4098/10000 [04:14<06:01, 16.34it/s]
ELBO: -19299.0: 41%|#### | 4098/10000 [04:14<06:01, 16.34it/s]
ELBO: -19283.0: 41%|#### | 4099/10000 [04:14<06:01, 16.34it/s]
ELBO: -19283.0: 41%|####1 | 4100/10000 [04:14<06:31, 15.08it/s]
ELBO: -19219.8: 41%|####1 | 4100/10000 [04:14<06:31, 15.08it/s]
ELBO: -19288.3: 41%|####1 | 4101/10000 [04:14<06:31, 15.08it/s]
ELBO: -19262.9: 41%|####1 | 4102/10000 [04:14<06:31, 15.08it/s]
ELBO: -19262.9: 41%|####1 | 4103/10000 [04:14<05:54, 16.63it/s]
ELBO: -19359.1: 41%|####1 | 4103/10000 [04:14<05:54, 16.63it/s]
ELBO: -19293.2: 41%|####1 | 4104/10000 [04:14<05:54, 16.63it/s]
ELBO: -19293.2: 41%|####1 | 4105/10000 [04:14<06:27, 15.20it/s]
ELBO: -19337.3: 41%|####1 | 4105/10000 [04:14<06:27, 15.20it/s]
ELBO: -19367.4: 41%|####1 | 4106/10000 [04:14<06:27, 15.20it/s]
ELBO: -19253.5: 41%|####1 | 4107/10000 [04:14<06:27, 15.20it/s]
ELBO: -19253.5: 41%|####1 | 4108/10000 [04:14<05:51, 16.75it/s]
ELBO: -19225.0: 41%|####1 | 4108/10000 [04:14<05:51, 16.75it/s]
ELBO: -19327.5: 41%|####1 | 4109/10000 [04:14<05:51, 16.75it/s]
ELBO: -19327.5: 41%|####1 | 4110/10000 [04:14<06:24, 15.32it/s]
ELBO: -19308.9: 41%|####1 | 4110/10000 [04:14<06:24, 15.32it/s]
ELBO: -19318.3: 41%|####1 | 4111/10000 [04:14<06:24, 15.32it/s]
ELBO: -19342.2: 41%|####1 | 4112/10000 [04:15<06:24, 15.32it/s]
ELBO: -19342.2: 41%|####1 | 4113/10000 [04:15<06:37, 14.82it/s]
ELBO: -19322.0: 41%|####1 | 4113/10000 [04:15<06:37, 14.82it/s]
ELBO: -19301.1: 41%|####1 | 4114/10000 [04:15<06:37, 14.82it/s]
ELBO: -19287.7: 41%|####1 | 4115/10000 [04:15<06:37, 14.82it/s]
ELBO: -19287.7: 41%|####1 | 4116/10000 [04:15<05:59, 16.36it/s]
ELBO: -19302.8: 41%|####1 | 4116/10000 [04:15<05:59, 16.36it/s]
ELBO: -19308.8: 41%|####1 | 4117/10000 [04:15<05:59, 16.36it/s]
ELBO: -19308.8: 41%|####1 | 4118/10000 [04:15<06:30, 15.05it/s]
ELBO: -19282.9: 41%|####1 | 4118/10000 [04:15<06:30, 15.05it/s]
ELBO: -19278.5: 41%|####1 | 4119/10000 [04:15<06:30, 15.05it/s]
ELBO: -19249.3: 41%|####1 | 4120/10000 [04:15<06:30, 15.05it/s]
ELBO: -19249.3: 41%|####1 | 4121/10000 [04:15<05:54, 16.60it/s]
ELBO: -19285.7: 41%|####1 | 4121/10000 [04:15<05:54, 16.60it/s]
ELBO: -19326.1: 41%|####1 | 4122/10000 [04:15<05:54, 16.60it/s]
ELBO: -19326.1: 41%|####1 | 4123/10000 [04:15<06:28, 15.12it/s]
ELBO: -19335.6: 41%|####1 | 4123/10000 [04:15<06:28, 15.12it/s]
ELBO: -19249.0: 41%|####1 | 4124/10000 [04:15<06:28, 15.12it/s]
ELBO: -19310.1: 41%|####1 | 4125/10000 [04:15<06:28, 15.12it/s]
ELBO: -19310.1: 41%|####1 | 4126/10000 [04:15<05:52, 16.67it/s]
ELBO: -19298.1: 41%|####1 | 4126/10000 [04:15<05:52, 16.67it/s]
ELBO: -19254.9: 41%|####1 | 4127/10000 [04:15<05:52, 16.67it/s]
ELBO: -19254.9: 41%|####1 | 4128/10000 [04:15<06:25, 15.22it/s]
ELBO: -19230.8: 41%|####1 | 4128/10000 [04:16<06:25, 15.22it/s]
ELBO: -19278.8: 41%|####1 | 4129/10000 [04:16<06:25, 15.22it/s]
ELBO: -19247.5: 41%|####1 | 4130/10000 [04:16<06:25, 15.22it/s]
ELBO: -19247.5: 41%|####1 | 4131/10000 [04:16<06:40, 14.66it/s]
ELBO: -19341.0: 41%|####1 | 4131/10000 [04:16<06:40, 14.66it/s]
ELBO: -19319.6: 41%|####1 | 4132/10000 [04:16<06:40, 14.66it/s]
ELBO: -19256.3: 41%|####1 | 4133/10000 [04:16<06:40, 14.66it/s]
ELBO: -19256.3: 41%|####1 | 4134/10000 [04:16<06:01, 16.21it/s]
ELBO: -19315.1: 41%|####1 | 4134/10000 [04:16<06:01, 16.21it/s]
ELBO: -19261.0: 41%|####1 | 4135/10000 [04:16<06:01, 16.21it/s]
ELBO: -19261.0: 41%|####1 | 4136/10000 [04:16<06:32, 14.93it/s]
ELBO: -19307.6: 41%|####1 | 4136/10000 [04:16<06:32, 14.93it/s]
ELBO: -19280.8: 41%|####1 | 4137/10000 [04:16<06:32, 14.93it/s]
ELBO: -19245.5: 41%|####1 | 4138/10000 [04:16<06:32, 14.93it/s]
ELBO: -19245.5: 41%|####1 | 4139/10000 [04:16<05:54, 16.53it/s]
ELBO: -19287.9: 41%|####1 | 4139/10000 [04:16<05:54, 16.53it/s]
ELBO: -19278.0: 41%|####1 | 4140/10000 [04:16<05:54, 16.53it/s]
ELBO: -19278.0: 41%|####1 | 4141/10000 [04:16<06:26, 15.15it/s]
ELBO: -19314.3: 41%|####1 | 4141/10000 [04:16<06:26, 15.15it/s]
ELBO: -19235.5: 41%|####1 | 4142/10000 [04:16<06:26, 15.15it/s]
ELBO: -19273.4: 41%|####1 | 4143/10000 [04:16<06:26, 15.15it/s]
ELBO: -19273.4: 41%|####1 | 4144/10000 [04:16<05:50, 16.70it/s]
ELBO: -19249.1: 41%|####1 | 4144/10000 [04:17<05:50, 16.70it/s]
ELBO: -19313.7: 41%|####1 | 4145/10000 [04:17<05:50, 16.70it/s]
ELBO: -19313.7: 41%|####1 | 4146/10000 [04:17<06:22, 15.30it/s]
ELBO: -19245.9: 41%|####1 | 4146/10000 [04:17<06:22, 15.30it/s]
ELBO: -19325.2: 41%|####1 | 4147/10000 [04:17<06:22, 15.30it/s]
ELBO: -19199.2: 41%|####1 | 4148/10000 [04:17<06:22, 15.30it/s]
ELBO: -19199.2: 41%|####1 | 4149/10000 [04:17<06:34, 14.82it/s]
ELBO: -19283.6: 41%|####1 | 4149/10000 [04:17<06:34, 14.82it/s]
ELBO: -19268.4: 42%|####1 | 4150/10000 [04:17<06:34, 14.82it/s]
ELBO: -19325.8: 42%|####1 | 4151/10000 [04:17<06:34, 14.82it/s]
ELBO: -19325.8: 42%|####1 | 4152/10000 [04:17<05:57, 16.34it/s]
ELBO: -19263.3: 42%|####1 | 4152/10000 [04:17<05:57, 16.34it/s]
ELBO: -19236.3: 42%|####1 | 4153/10000 [04:17<05:57, 16.34it/s]
ELBO: -19236.3: 42%|####1 | 4154/10000 [04:17<06:27, 15.09it/s]
ELBO: -19226.1: 42%|####1 | 4154/10000 [04:17<06:27, 15.09it/s]
ELBO: -19202.4: 42%|####1 | 4155/10000 [04:17<06:27, 15.09it/s]
ELBO: -19262.1: 42%|####1 | 4156/10000 [04:17<06:27, 15.09it/s]
ELBO: -19262.1: 42%|####1 | 4157/10000 [04:17<05:52, 16.58it/s]
ELBO: -19241.5: 42%|####1 | 4157/10000 [04:17<05:52, 16.58it/s]
ELBO: -19259.1: 42%|####1 | 4158/10000 [04:17<05:52, 16.58it/s]
ELBO: -19259.1: 42%|####1 | 4159/10000 [04:17<06:26, 15.13it/s]
ELBO: -19255.9: 42%|####1 | 4159/10000 [04:18<06:26, 15.13it/s]
ELBO: -19252.2: 42%|####1 | 4160/10000 [04:18<06:26, 15.13it/s]
ELBO: -19251.1: 42%|####1 | 4161/10000 [04:18<06:26, 15.13it/s]
ELBO: -19251.1: 42%|####1 | 4162/10000 [04:18<05:50, 16.67it/s]
ELBO: -19319.4: 42%|####1 | 4162/10000 [04:18<05:50, 16.67it/s]
ELBO: -19274.8: 42%|####1 | 4163/10000 [04:18<05:50, 16.67it/s]
ELBO: -19274.8: 42%|####1 | 4164/10000 [04:18<06:23, 15.22it/s]
ELBO: -19220.0: 42%|####1 | 4164/10000 [04:18<06:23, 15.22it/s]
ELBO: -19257.9: 42%|####1 | 4165/10000 [04:18<06:23, 15.22it/s]
ELBO: -19299.7: 42%|####1 | 4166/10000 [04:18<06:23, 15.22it/s]
ELBO: -19299.7: 42%|####1 | 4167/10000 [04:18<06:35, 14.73it/s]
ELBO: -19269.3: 42%|####1 | 4167/10000 [04:18<06:35, 14.73it/s]
ELBO: -19231.7: 42%|####1 | 4168/10000 [04:18<06:35, 14.73it/s]
ELBO: -19228.4: 42%|####1 | 4169/10000 [04:18<06:35, 14.73it/s]
ELBO: -19228.4: 42%|####1 | 4170/10000 [04:18<05:58, 16.26it/s]
ELBO: -19286.4: 42%|####1 | 4170/10000 [04:18<05:58, 16.26it/s]
ELBO: -19293.9: 42%|####1 | 4171/10000 [04:18<05:58, 16.26it/s]
ELBO: -19293.9: 42%|####1 | 4172/10000 [04:18<06:28, 15.01it/s]
ELBO: -19231.0: 42%|####1 | 4172/10000 [04:18<06:28, 15.01it/s]
ELBO: -19258.7: 42%|####1 | 4173/10000 [04:18<06:28, 15.01it/s]
ELBO: -19256.0: 42%|####1 | 4174/10000 [04:18<06:28, 15.01it/s]
ELBO: -19256.0: 42%|####1 | 4175/10000 [04:18<05:51, 16.56it/s]
ELBO: -19176.5: 42%|####1 | 4175/10000 [04:19<05:51, 16.56it/s]
ELBO: -19242.1: 42%|####1 | 4176/10000 [04:19<05:51, 16.56it/s]
ELBO: -19242.1: 42%|####1 | 4177/10000 [04:19<06:24, 15.14it/s]
ELBO: -19245.6: 42%|####1 | 4177/10000 [04:19<06:24, 15.14it/s]
ELBO: -19234.1: 42%|####1 | 4178/10000 [04:19<06:24, 15.14it/s]
ELBO: -19191.5: 42%|####1 | 4179/10000 [04:19<06:24, 15.14it/s]
ELBO: -19191.5: 42%|####1 | 4180/10000 [04:19<05:48, 16.69it/s]
ELBO: -19281.6: 42%|####1 | 4180/10000 [04:19<05:48, 16.69it/s]
ELBO: -19238.6: 42%|####1 | 4181/10000 [04:19<05:48, 16.69it/s]
ELBO: -19238.6: 42%|####1 | 4182/10000 [04:19<06:22, 15.22it/s]
ELBO: -19229.1: 42%|####1 | 4184/10000 [04:19<06:22, 15.22it/s]
ELBO: -19323.2: 42%|####1 | 4185/10000 [04:19<06:21, 15.22it/s]
ELBO: -19185.4: 42%|####1 | 4186/10000 [04:19<06:21, 15.22it/s]
ELBO: -19185.4: 42%|####1 | 4187/10000 [04:19<05:20, 18.13it/s]
ELBO: -19234.2: 42%|####1 | 4187/10000 [04:19<05:20, 18.13it/s]
ELBO: -19257.9: 42%|####1 | 4188/10000 [04:19<05:20, 18.13it/s]
ELBO: -19190.6: 42%|####1 | 4189/10000 [04:19<05:20, 18.13it/s]
ELBO: -19190.6: 42%|####1 | 4190/10000 [04:19<05:09, 18.80it/s]
ELBO: -19231.8: 42%|####1 | 4190/10000 [04:19<05:09, 18.80it/s]
ELBO: -19212.4: 42%|####1 | 4191/10000 [04:19<05:09, 18.80it/s]
ELBO: -19212.4: 42%|####1 | 4192/10000 [04:19<05:46, 16.78it/s]
ELBO: -19274.4: 42%|####1 | 4192/10000 [04:19<05:46, 16.78it/s]
ELBO: -19167.4: 42%|####1 | 4193/10000 [04:20<05:46, 16.78it/s]
ELBO: -19233.1: 42%|####1 | 4194/10000 [04:20<05:46, 16.78it/s]
ELBO: -19233.1: 42%|####1 | 4195/10000 [04:20<05:24, 17.90it/s]
ELBO: -19223.3: 42%|####1 | 4195/10000 [04:20<05:24, 17.90it/s]
ELBO: -19262.3: 42%|####1 | 4196/10000 [04:20<05:24, 17.90it/s]
ELBO: -19262.3: 42%|####1 | 4197/10000 [04:20<06:04, 15.93it/s]
ELBO: -19231.2: 42%|####1 | 4197/10000 [04:20<06:04, 15.93it/s]
ELBO: -19269.3: 42%|####1 | 4198/10000 [04:20<06:04, 15.93it/s]
ELBO: -19231.3: 42%|####1 | 4199/10000 [04:20<06:04, 15.93it/s]
ELBO: -19231.3: 42%|####2 | 4200/10000 [04:20<05:36, 17.24it/s]
ELBO: -19277.0: 42%|####2 | 4200/10000 [04:20<05:36, 17.24it/s]
ELBO: -19194.6: 42%|####2 | 4201/10000 [04:20<05:36, 17.24it/s]
ELBO: -19194.6: 42%|####2 | 4202/10000 [04:20<06:10, 15.65it/s]
ELBO: -19233.6: 42%|####2 | 4202/10000 [04:20<06:10, 15.65it/s]
ELBO: -19210.1: 42%|####2 | 4203/10000 [04:20<06:10, 15.65it/s]
ELBO: -19371.0: 42%|####2 | 4204/10000 [04:20<06:10, 15.65it/s]
ELBO: -19371.0: 42%|####2 | 4205/10000 [04:20<06:28, 14.93it/s]
ELBO: -19239.5: 42%|####2 | 4205/10000 [04:20<06:28, 14.93it/s]
ELBO: -19215.0: 42%|####2 | 4206/10000 [04:20<06:27, 14.93it/s]
ELBO: -19187.4: 42%|####2 | 4207/10000 [04:20<06:27, 14.93it/s]
ELBO: -19187.4: 42%|####2 | 4208/10000 [04:20<05:51, 16.50it/s]
ELBO: -19242.5: 42%|####2 | 4208/10000 [04:20<05:51, 16.50it/s]
ELBO: -19324.7: 42%|####2 | 4209/10000 [04:21<05:50, 16.50it/s]
ELBO: -19324.7: 42%|####2 | 4210/10000 [04:21<06:21, 15.20it/s]
ELBO: -19209.2: 42%|####2 | 4210/10000 [04:21<06:21, 15.20it/s]
ELBO: -19226.1: 42%|####2 | 4211/10000 [04:21<06:20, 15.20it/s]
ELBO: -19211.3: 42%|####2 | 4212/10000 [04:21<06:20, 15.20it/s]
ELBO: -19211.3: 42%|####2 | 4213/10000 [04:21<05:45, 16.73it/s]
ELBO: -19223.5: 42%|####2 | 4213/10000 [04:21<05:45, 16.73it/s]
ELBO: -19212.6: 42%|####2 | 4214/10000 [04:21<05:45, 16.73it/s]
ELBO: -19212.6: 42%|####2 | 4215/10000 [04:21<06:19, 15.25it/s]
ELBO: -19132.3: 42%|####2 | 4215/10000 [04:21<06:19, 15.25it/s]
ELBO: -19196.6: 42%|####2 | 4216/10000 [04:21<06:19, 15.25it/s]
ELBO: -19222.2: 42%|####2 | 4217/10000 [04:21<06:19, 15.25it/s]
ELBO: -19222.2: 42%|####2 | 4218/10000 [04:21<05:43, 16.83it/s]
ELBO: -19256.7: 42%|####2 | 4218/10000 [04:21<05:43, 16.83it/s]
ELBO: -19228.7: 42%|####2 | 4219/10000 [04:21<05:43, 16.83it/s]
ELBO: -19228.7: 42%|####2 | 4220/10000 [04:21<06:16, 15.34it/s]
ELBO: -19193.0: 42%|####2 | 4220/10000 [04:21<06:16, 15.34it/s]
ELBO: -19212.6: 42%|####2 | 4221/10000 [04:21<06:16, 15.34it/s]
ELBO: -19200.0: 42%|####2 | 4222/10000 [04:21<06:16, 15.34it/s]
ELBO: -19200.0: 42%|####2 | 4223/10000 [04:21<06:28, 14.88it/s]
ELBO: -19185.8: 42%|####2 | 4223/10000 [04:21<06:28, 14.88it/s]
ELBO: -19212.1: 42%|####2 | 4224/10000 [04:22<06:28, 14.88it/s]
ELBO: -19155.3: 42%|####2 | 4225/10000 [04:22<06:28, 14.88it/s]
ELBO: -19155.3: 42%|####2 | 4226/10000 [04:22<05:51, 16.43it/s]
ELBO: -19239.1: 42%|####2 | 4226/10000 [04:22<05:51, 16.43it/s]
ELBO: -19191.5: 42%|####2 | 4227/10000 [04:22<05:51, 16.43it/s]
ELBO: -19191.5: 42%|####2 | 4228/10000 [04:22<06:21, 15.12it/s]
ELBO: -19195.2: 42%|####2 | 4228/10000 [04:22<06:21, 15.12it/s]
ELBO: -19220.4: 42%|####2 | 4229/10000 [04:22<06:21, 15.12it/s]
ELBO: -19280.2: 42%|####2 | 4230/10000 [04:22<06:21, 15.12it/s]
ELBO: -19280.2: 42%|####2 | 4231/10000 [04:22<05:45, 16.68it/s]
ELBO: -19251.7: 42%|####2 | 4231/10000 [04:22<05:45, 16.68it/s]
ELBO: -19252.3: 42%|####2 | 4232/10000 [04:22<05:45, 16.68it/s]
ELBO: -19252.3: 42%|####2 | 4233/10000 [04:22<06:19, 15.20it/s]
ELBO: -19129.6: 42%|####2 | 4233/10000 [04:22<06:19, 15.20it/s]
ELBO: -19254.2: 42%|####2 | 4234/10000 [04:22<06:19, 15.20it/s]
ELBO: -19209.5: 42%|####2 | 4235/10000 [04:22<06:19, 15.20it/s]
ELBO: -19209.5: 42%|####2 | 4236/10000 [04:22<05:45, 16.67it/s]
ELBO: -19202.6: 42%|####2 | 4236/10000 [04:22<05:45, 16.67it/s]
ELBO: -19263.7: 42%|####2 | 4237/10000 [04:22<05:45, 16.67it/s]
ELBO: -19263.7: 42%|####2 | 4238/10000 [04:22<06:18, 15.23it/s]
ELBO: -19243.7: 42%|####2 | 4238/10000 [04:22<06:18, 15.23it/s]
ELBO: -19217.9: 42%|####2 | 4239/10000 [04:22<06:18, 15.23it/s]
ELBO: -19206.3: 42%|####2 | 4240/10000 [04:23<06:18, 15.23it/s]
ELBO: -19206.3: 42%|####2 | 4241/10000 [04:23<06:29, 14.78it/s]
ELBO: -19212.8: 42%|####2 | 4241/10000 [04:23<06:29, 14.78it/s]
ELBO: -19181.5: 42%|####2 | 4242/10000 [04:23<06:29, 14.78it/s]
ELBO: -19226.5: 42%|####2 | 4243/10000 [04:23<06:29, 14.78it/s]
ELBO: -19226.5: 42%|####2 | 4244/10000 [04:23<05:51, 16.36it/s]
ELBO: -19212.0: 42%|####2 | 4244/10000 [04:23<05:51, 16.36it/s]
ELBO: -19224.4: 42%|####2 | 4245/10000 [04:23<05:51, 16.36it/s]
ELBO: -19224.4: 42%|####2 | 4246/10000 [04:23<06:22, 15.05it/s]
ELBO: -19206.3: 42%|####2 | 4246/10000 [04:23<06:22, 15.05it/s]
ELBO: -19149.7: 42%|####2 | 4247/10000 [04:23<06:22, 15.05it/s]
ELBO: -19215.4: 42%|####2 | 4248/10000 [04:23<06:22, 15.05it/s]
ELBO: -19215.4: 42%|####2 | 4249/10000 [04:23<05:45, 16.63it/s]
ELBO: -19172.2: 42%|####2 | 4249/10000 [04:23<05:45, 16.63it/s]
ELBO: -19188.8: 42%|####2 | 4250/10000 [04:23<05:45, 16.63it/s]
ELBO: -19188.8: 43%|####2 | 4251/10000 [04:23<06:17, 15.21it/s]
ELBO: -19195.7: 43%|####2 | 4251/10000 [04:23<06:17, 15.21it/s]
ELBO: -19235.1: 43%|####2 | 4252/10000 [04:23<06:17, 15.21it/s]
ELBO: -19268.2: 43%|####2 | 4253/10000 [04:23<06:17, 15.21it/s]
ELBO: -19268.2: 43%|####2 | 4254/10000 [04:23<05:42, 16.75it/s]
ELBO: -19205.0: 43%|####2 | 4254/10000 [04:23<05:42, 16.75it/s]
ELBO: -19146.4: 43%|####2 | 4255/10000 [04:24<05:42, 16.75it/s]
ELBO: -19146.4: 43%|####2 | 4256/10000 [04:24<06:15, 15.30it/s]
ELBO: -19204.3: 43%|####2 | 4256/10000 [04:24<06:15, 15.30it/s]
ELBO: -19203.3: 43%|####2 | 4257/10000 [04:24<06:15, 15.30it/s]
ELBO: -19166.0: 43%|####2 | 4258/10000 [04:24<06:15, 15.30it/s]
ELBO: -19166.0: 43%|####2 | 4259/10000 [04:24<06:29, 14.75it/s]
ELBO: -19166.0: 43%|####2 | 4259/10000 [04:24<06:29, 14.75it/s]
ELBO: -19155.6: 43%|####2 | 4260/10000 [04:24<06:29, 14.75it/s]
ELBO: -19237.0: 43%|####2 | 4261/10000 [04:24<06:29, 14.75it/s]
ELBO: -19237.0: 43%|####2 | 4262/10000 [04:24<05:52, 16.28it/s]
ELBO: -19226.5: 43%|####2 | 4262/10000 [04:24<05:52, 16.28it/s]
ELBO: -19183.6: 43%|####2 | 4263/10000 [04:24<05:52, 16.28it/s]
ELBO: -19183.6: 43%|####2 | 4264/10000 [04:24<06:23, 14.97it/s]
ELBO: -19226.9: 43%|####2 | 4264/10000 [04:24<06:23, 14.97it/s]
ELBO: -19229.0: 43%|####2 | 4265/10000 [04:24<06:23, 14.97it/s]
ELBO: -19163.2: 43%|####2 | 4266/10000 [04:24<06:23, 14.97it/s]
ELBO: -19163.2: 43%|####2 | 4267/10000 [04:24<05:47, 16.52it/s]
ELBO: -19197.9: 43%|####2 | 4267/10000 [04:24<05:47, 16.52it/s]
ELBO: -19235.6: 43%|####2 | 4268/10000 [04:24<05:47, 16.52it/s]
ELBO: -19235.6: 43%|####2 | 4269/10000 [04:24<06:20, 15.07it/s]
ELBO: -19276.1: 43%|####2 | 4269/10000 [04:24<06:20, 15.07it/s]
ELBO: -19167.8: 43%|####2 | 4270/10000 [04:24<06:20, 15.07it/s]
ELBO: -19150.7: 43%|####2 | 4271/10000 [04:24<06:20, 15.07it/s]
ELBO: -19150.7: 43%|####2 | 4272/10000 [04:24<05:46, 16.53it/s]
ELBO: -19201.7: 43%|####2 | 4272/10000 [04:25<05:46, 16.53it/s]
ELBO: -19118.4: 43%|####2 | 4273/10000 [04:25<05:46, 16.53it/s]
ELBO: -19118.4: 43%|####2 | 4274/10000 [04:25<06:18, 15.11it/s]
ELBO: -19173.6: 43%|####2 | 4274/10000 [04:25<06:18, 15.11it/s]
ELBO: -19190.8: 43%|####2 | 4275/10000 [04:25<06:18, 15.11it/s]
ELBO: -19155.3: 43%|####2 | 4276/10000 [04:25<06:18, 15.11it/s]
ELBO: -19155.3: 43%|####2 | 4277/10000 [04:25<06:30, 14.64it/s]
ELBO: -19188.0: 43%|####2 | 4277/10000 [04:25<06:30, 14.64it/s]
ELBO: -19193.3: 43%|####2 | 4278/10000 [04:25<06:30, 14.64it/s]
ELBO: -19187.2: 43%|####2 | 4279/10000 [04:25<06:30, 14.64it/s]
ELBO: -19187.2: 43%|####2 | 4280/10000 [04:25<05:52, 16.22it/s]
ELBO: -19244.3: 43%|####2 | 4280/10000 [04:25<05:52, 16.22it/s]
ELBO: -19204.2: 43%|####2 | 4281/10000 [04:25<05:52, 16.22it/s]
ELBO: -19204.2: 43%|####2 | 4282/10000 [04:25<06:21, 14.99it/s]
ELBO: -19153.7: 43%|####2 | 4282/10000 [04:25<06:21, 14.99it/s]
ELBO: -19167.0: 43%|####2 | 4283/10000 [04:25<06:21, 14.99it/s]
ELBO: -19190.5: 43%|####2 | 4284/10000 [04:25<06:21, 14.99it/s]
ELBO: -19190.5: 43%|####2 | 4285/10000 [04:25<05:45, 16.55it/s]
ELBO: -19182.5: 43%|####2 | 4285/10000 [04:25<05:45, 16.55it/s]
ELBO: -19211.8: 43%|####2 | 4286/10000 [04:26<05:45, 16.55it/s]
ELBO: -19211.8: 43%|####2 | 4287/10000 [04:26<06:19, 15.07it/s]
ELBO: -19193.8: 43%|####2 | 4287/10000 [04:26<06:19, 15.07it/s]
ELBO: -19200.2: 43%|####2 | 4288/10000 [04:26<06:19, 15.07it/s]
ELBO: -19141.2: 43%|####2 | 4289/10000 [04:26<06:19, 15.07it/s]
ELBO: -19141.2: 43%|####2 | 4290/10000 [04:26<05:44, 16.58it/s]
ELBO: -19173.9: 43%|####2 | 4290/10000 [04:26<05:44, 16.58it/s]
ELBO: -19191.4: 43%|####2 | 4291/10000 [04:26<05:44, 16.58it/s]
ELBO: -19191.4: 43%|####2 | 4292/10000 [04:26<06:15, 15.20it/s]
ELBO: -19129.1: 43%|####2 | 4292/10000 [04:26<06:15, 15.20it/s]
ELBO: -19148.7: 43%|####2 | 4293/10000 [04:26<06:15, 15.20it/s]
ELBO: -19101.6: 43%|####2 | 4294/10000 [04:26<06:15, 15.20it/s]
ELBO: -19101.6: 43%|####2 | 4295/10000 [04:26<06:27, 14.74it/s]
ELBO: -19200.4: 43%|####2 | 4295/10000 [04:26<06:27, 14.74it/s]
ELBO: -19181.7: 43%|####2 | 4296/10000 [04:26<06:26, 14.74it/s]
ELBO: -19097.4: 43%|####2 | 4297/10000 [04:26<06:26, 14.74it/s]
ELBO: -19097.4: 43%|####2 | 4298/10000 [04:26<05:51, 16.23it/s]
ELBO: -19191.0: 43%|####2 | 4298/10000 [04:26<05:51, 16.23it/s]
ELBO: -19072.9: 43%|####2 | 4299/10000 [04:26<05:51, 16.23it/s]
ELBO: -19072.9: 43%|####3 | 4300/10000 [04:26<06:19, 15.01it/s]
ELBO: -19194.5: 43%|####3 | 4300/10000 [04:26<06:19, 15.01it/s]
ELBO: -19122.3: 43%|####3 | 4301/10000 [04:26<06:19, 15.01it/s]
ELBO: -19220.2: 43%|####3 | 4302/10000 [04:26<06:19, 15.01it/s]
ELBO: -19220.2: 43%|####3 | 4303/10000 [04:26<05:44, 16.55it/s]
ELBO: -19160.3: 43%|####3 | 4303/10000 [04:27<05:44, 16.55it/s]
ELBO: -19200.9: 43%|####3 | 4304/10000 [04:27<05:44, 16.55it/s]
ELBO: -19200.9: 43%|####3 | 4305/10000 [04:27<06:17, 15.08it/s]
ELBO: -19111.5: 43%|####3 | 4305/10000 [04:27<06:17, 15.08it/s]
ELBO: -19164.7: 43%|####3 | 4306/10000 [04:27<06:17, 15.08it/s]
ELBO: -19164.7: 43%|####3 | 4307/10000 [04:27<05:55, 16.02it/s]
ELBO: -19198.8: 43%|####3 | 4307/10000 [04:27<05:55, 16.02it/s]
ELBO: -19185.2: 43%|####3 | 4308/10000 [04:27<05:55, 16.02it/s]
ELBO: -19185.2: 43%|####3 | 4309/10000 [04:27<06:27, 14.69it/s]
ELBO: -19161.8: 43%|####3 | 4309/10000 [04:27<06:27, 14.69it/s]
ELBO: -19189.9: 43%|####3 | 4310/10000 [04:27<06:27, 14.69it/s]
ELBO: -19178.3: 43%|####3 | 4311/10000 [04:27<06:27, 14.69it/s]
ELBO: -19178.3: 43%|####3 | 4312/10000 [04:27<05:45, 16.49it/s]
ELBO: -19282.6: 43%|####3 | 4312/10000 [04:27<05:45, 16.49it/s]
ELBO: -19282.6: 43%|####3 | 4315/10000 [04:27<05:04, 18.70it/s]
ELBO: -19184.9: 43%|####3 | 4315/10000 [04:27<05:04, 18.70it/s]
ELBO: -19199.8: 43%|####3 | 4316/10000 [04:27<05:03, 18.70it/s]
ELBO: -19147.2: 43%|####3 | 4317/10000 [04:27<05:03, 18.70it/s]
ELBO: -19147.2: 43%|####3 | 4318/10000 [04:27<04:53, 19.35it/s]
ELBO: -19168.2: 43%|####3 | 4318/10000 [04:27<04:53, 19.35it/s]
ELBO: -19203.0: 43%|####3 | 4319/10000 [04:28<04:53, 19.35it/s]
ELBO: -19203.0: 43%|####3 | 4320/10000 [04:28<05:35, 16.94it/s]
ELBO: -19217.0: 43%|####3 | 4320/10000 [04:28<05:35, 16.94it/s]
ELBO: -19111.7: 43%|####3 | 4321/10000 [04:28<05:35, 16.94it/s]
ELBO: -19154.5: 43%|####3 | 4322/10000 [04:28<05:35, 16.94it/s]
ELBO: -19154.5: 43%|####3 | 4323/10000 [04:28<05:14, 18.04it/s]
ELBO: -19157.5: 43%|####3 | 4323/10000 [04:28<05:14, 18.04it/s]
ELBO: -19175.5: 43%|####3 | 4324/10000 [04:28<05:14, 18.04it/s]
ELBO: -19175.5: 43%|####3 | 4325/10000 [04:28<05:53, 16.05it/s]
ELBO: -19171.5: 43%|####3 | 4325/10000 [04:28<05:53, 16.05it/s]
ELBO: -19130.0: 43%|####3 | 4326/10000 [04:28<05:53, 16.05it/s]
ELBO: -19107.9: 43%|####3 | 4327/10000 [04:28<05:53, 16.05it/s]
ELBO: -19107.9: 43%|####3 | 4328/10000 [04:28<05:25, 17.44it/s]
ELBO: -19116.2: 43%|####3 | 4328/10000 [04:28<05:25, 17.44it/s]
ELBO: -19119.6: 43%|####3 | 4329/10000 [04:28<05:25, 17.44it/s]
ELBO: -19119.6: 43%|####3 | 4330/10000 [04:28<05:59, 15.76it/s]
ELBO: -19121.2: 43%|####3 | 4330/10000 [04:28<05:59, 15.76it/s]
ELBO: -19146.4: 43%|####3 | 4331/10000 [04:28<05:59, 15.76it/s]
ELBO: -19167.5: 43%|####3 | 4332/10000 [04:28<05:59, 15.76it/s]
ELBO: -19167.5: 43%|####3 | 4333/10000 [04:28<06:16, 15.06it/s]
ELBO: -19136.1: 43%|####3 | 4333/10000 [04:28<06:16, 15.06it/s]
ELBO: -19072.3: 43%|####3 | 4334/10000 [04:28<06:16, 15.06it/s]
ELBO: -19072.3: 43%|####3 | 4335/10000 [04:28<05:57, 15.83it/s]
ELBO: -19215.3: 43%|####3 | 4335/10000 [04:28<05:57, 15.83it/s]
ELBO: -19145.3: 43%|####3 | 4336/10000 [04:29<05:57, 15.83it/s]
ELBO: -19143.8: 43%|####3 | 4337/10000 [04:29<05:57, 15.83it/s]
ELBO: -19143.8: 43%|####3 | 4338/10000 [04:29<06:15, 15.09it/s]
ELBO: -19172.4: 43%|####3 | 4338/10000 [04:29<06:15, 15.09it/s]
ELBO: -19069.3: 43%|####3 | 4339/10000 [04:29<06:15, 15.09it/s]
ELBO: -19122.0: 43%|####3 | 4340/10000 [04:29<06:14, 15.09it/s]
ELBO: -19122.0: 43%|####3 | 4341/10000 [04:29<05:41, 16.56it/s]
ELBO: -19198.7: 43%|####3 | 4341/10000 [04:29<05:41, 16.56it/s]
ELBO: -19143.6: 43%|####3 | 4342/10000 [04:29<05:41, 16.56it/s]
ELBO: -19143.6: 43%|####3 | 4343/10000 [04:29<06:13, 15.15it/s]
ELBO: -19185.2: 43%|####3 | 4343/10000 [04:29<06:13, 15.15it/s]
ELBO: -19175.9: 43%|####3 | 4344/10000 [04:29<06:13, 15.15it/s]
ELBO: -19198.8: 43%|####3 | 4345/10000 [04:29<06:13, 15.15it/s]
ELBO: -19198.8: 43%|####3 | 4346/10000 [04:29<05:38, 16.70it/s]
ELBO: -19137.2: 43%|####3 | 4346/10000 [04:29<05:38, 16.70it/s]
ELBO: -19173.0: 43%|####3 | 4347/10000 [04:29<05:38, 16.70it/s]
ELBO: -19173.0: 43%|####3 | 4348/10000 [04:29<06:09, 15.31it/s]
ELBO: -19130.0: 43%|####3 | 4348/10000 [04:29<06:09, 15.31it/s]
ELBO: -19140.7: 43%|####3 | 4349/10000 [04:29<06:08, 15.31it/s]
ELBO: -19144.4: 44%|####3 | 4350/10000 [04:29<06:08, 15.31it/s]
ELBO: -19144.4: 44%|####3 | 4351/10000 [04:29<06:22, 14.76it/s]
ELBO: -19140.9: 44%|####3 | 4351/10000 [04:30<06:22, 14.76it/s]
ELBO: -19122.0: 44%|####3 | 4352/10000 [04:30<06:22, 14.76it/s]
ELBO: -19189.6: 44%|####3 | 4353/10000 [04:30<06:22, 14.76it/s]
ELBO: -19189.6: 44%|####3 | 4354/10000 [04:30<05:47, 16.27it/s]
ELBO: -19129.1: 44%|####3 | 4354/10000 [04:30<05:47, 16.27it/s]
ELBO: -19130.1: 44%|####3 | 4355/10000 [04:30<05:47, 16.27it/s]
ELBO: -19130.1: 44%|####3 | 4356/10000 [04:30<06:15, 15.04it/s]
ELBO: -19163.7: 44%|####3 | 4356/10000 [04:30<06:15, 15.04it/s]
ELBO: -19124.2: 44%|####3 | 4357/10000 [04:30<06:15, 15.04it/s]
ELBO: -19145.6: 44%|####3 | 4358/10000 [04:30<06:15, 15.04it/s]
ELBO: -19145.6: 44%|####3 | 4359/10000 [04:30<05:38, 16.64it/s]
ELBO: -19172.8: 44%|####3 | 4359/10000 [04:30<05:38, 16.64it/s]
ELBO: -19104.1: 44%|####3 | 4360/10000 [04:30<05:38, 16.64it/s]
ELBO: -19104.1: 44%|####3 | 4361/10000 [04:30<06:11, 15.19it/s]
ELBO: -19148.5: 44%|####3 | 4361/10000 [04:30<06:11, 15.19it/s]
ELBO: -19214.0: 44%|####3 | 4362/10000 [04:30<06:11, 15.19it/s]
ELBO: -19128.6: 44%|####3 | 4363/10000 [04:30<06:11, 15.19it/s]
ELBO: -19128.6: 44%|####3 | 4364/10000 [04:30<05:36, 16.77it/s]
ELBO: -19162.3: 44%|####3 | 4364/10000 [04:30<05:36, 16.77it/s]
ELBO: -19179.4: 44%|####3 | 4365/10000 [04:30<05:36, 16.77it/s]
ELBO: -19179.4: 44%|####3 | 4366/10000 [04:30<06:07, 15.35it/s]
ELBO: -19106.1: 44%|####3 | 4366/10000 [04:30<06:07, 15.35it/s]
ELBO: -19101.3: 44%|####3 | 4367/10000 [04:31<06:07, 15.35it/s]
ELBO: -19128.6: 44%|####3 | 4368/10000 [04:31<06:06, 15.35it/s]
ELBO: -19128.6: 44%|####3 | 4369/10000 [04:31<06:20, 14.79it/s]
ELBO: -19171.4: 44%|####3 | 4369/10000 [04:31<06:20, 14.79it/s]
ELBO: -19209.9: 44%|####3 | 4370/10000 [04:31<06:20, 14.79it/s]
ELBO: -19143.1: 44%|####3 | 4371/10000 [04:31<06:20, 14.79it/s]
ELBO: -19143.1: 44%|####3 | 4372/10000 [04:31<05:45, 16.31it/s]
ELBO: -19074.8: 44%|####3 | 4372/10000 [04:31<05:45, 16.31it/s]
ELBO: -19156.8: 44%|####3 | 4373/10000 [04:31<05:45, 16.31it/s]
ELBO: -19156.8: 44%|####3 | 4374/10000 [04:31<06:15, 15.00it/s]
ELBO: -19060.7: 44%|####3 | 4374/10000 [04:31<06:15, 15.00it/s]
ELBO: -19138.0: 44%|####3 | 4375/10000 [04:31<06:14, 15.00it/s]
ELBO: -19152.0: 44%|####3 | 4376/10000 [04:31<06:14, 15.00it/s]
ELBO: -19152.0: 44%|####3 | 4377/10000 [04:31<05:39, 16.57it/s]
ELBO: -19122.6: 44%|####3 | 4377/10000 [04:31<05:39, 16.57it/s]
ELBO: -19092.6: 44%|####3 | 4378/10000 [04:31<05:39, 16.57it/s]
ELBO: -19092.6: 44%|####3 | 4379/10000 [04:31<06:12, 15.08it/s]
ELBO: -19137.2: 44%|####3 | 4379/10000 [04:31<06:12, 15.08it/s]
ELBO: -19061.5: 44%|####3 | 4380/10000 [04:31<06:12, 15.08it/s]
ELBO: -19147.6: 44%|####3 | 4381/10000 [04:31<06:12, 15.08it/s]
ELBO: -19147.6: 44%|####3 | 4382/10000 [04:31<05:36, 16.70it/s]
ELBO: -19121.1: 44%|####3 | 4382/10000 [04:32<05:36, 16.70it/s]
ELBO: -19067.0: 44%|####3 | 4383/10000 [04:32<05:36, 16.70it/s]
ELBO: -19067.0: 44%|####3 | 4384/10000 [04:32<06:08, 15.23it/s]
ELBO: -19126.0: 44%|####3 | 4384/10000 [04:32<06:08, 15.23it/s]
ELBO: -19108.4: 44%|####3 | 4385/10000 [04:32<06:08, 15.23it/s]
ELBO: -19132.0: 44%|####3 | 4386/10000 [04:32<06:08, 15.23it/s]
ELBO: -19132.0: 44%|####3 | 4387/10000 [04:32<06:20, 14.75it/s]
ELBO: -19091.7: 44%|####3 | 4387/10000 [04:32<06:20, 14.75it/s]
ELBO: -19147.8: 44%|####3 | 4388/10000 [04:32<06:20, 14.75it/s]
ELBO: -19135.3: 44%|####3 | 4389/10000 [04:32<06:20, 14.75it/s]
ELBO: -19135.3: 44%|####3 | 4390/10000 [04:32<05:43, 16.32it/s]
ELBO: -19210.2: 44%|####3 | 4390/10000 [04:32<05:43, 16.32it/s]
ELBO: -19144.1: 44%|####3 | 4391/10000 [04:32<05:43, 16.32it/s]
ELBO: -19144.1: 44%|####3 | 4392/10000 [04:32<06:13, 15.03it/s]
ELBO: -19109.5: 44%|####3 | 4392/10000 [04:32<06:13, 15.03it/s]
ELBO: -19118.5: 44%|####3 | 4393/10000 [04:32<06:13, 15.03it/s]
ELBO: -19128.0: 44%|####3 | 4394/10000 [04:32<06:12, 15.03it/s]
ELBO: -19128.0: 44%|####3 | 4395/10000 [04:32<05:38, 16.57it/s]
ELBO: -19082.7: 44%|####3 | 4395/10000 [04:32<05:38, 16.57it/s]
ELBO: -19089.1: 44%|####3 | 4396/10000 [04:32<05:38, 16.57it/s]
ELBO: -19089.1: 44%|####3 | 4397/10000 [04:32<06:09, 15.14it/s]
ELBO: -19110.2: 44%|####3 | 4397/10000 [04:32<06:09, 15.14it/s]
ELBO: -19201.1: 44%|####3 | 4398/10000 [04:33<06:09, 15.14it/s]
ELBO: -19132.0: 44%|####3 | 4399/10000 [04:33<06:09, 15.14it/s]
ELBO: -19132.0: 44%|####4 | 4400/10000 [04:33<05:35, 16.69it/s]
ELBO: -19159.0: 44%|####4 | 4400/10000 [04:33<05:35, 16.69it/s]
ELBO: -19175.8: 44%|####4 | 4401/10000 [04:33<05:35, 16.69it/s]
ELBO: -19175.8: 44%|####4 | 4402/10000 [04:33<06:07, 15.22it/s]
ELBO: -19149.8: 44%|####4 | 4402/10000 [04:33<06:07, 15.22it/s]
ELBO: -19089.6: 44%|####4 | 4403/10000 [04:33<06:07, 15.22it/s]
ELBO: -19081.3: 44%|####4 | 4404/10000 [04:33<06:07, 15.22it/s]
ELBO: -19081.3: 44%|####4 | 4405/10000 [04:33<06:18, 14.77it/s]
ELBO: -19090.9: 44%|####4 | 4405/10000 [04:33<06:18, 14.77it/s]
ELBO: -19109.5: 44%|####4 | 4406/10000 [04:33<06:18, 14.77it/s]
ELBO: -19117.9: 44%|####4 | 4407/10000 [04:33<06:18, 14.77it/s]
ELBO: -19117.9: 44%|####4 | 4408/10000 [04:33<05:42, 16.32it/s]
ELBO: -19120.4: 44%|####4 | 4408/10000 [04:33<05:42, 16.32it/s]
ELBO: -19166.9: 44%|####4 | 4409/10000 [04:33<05:42, 16.32it/s]
ELBO: -19166.9: 44%|####4 | 4410/10000 [04:33<06:12, 14.99it/s]
ELBO: -19131.7: 44%|####4 | 4410/10000 [04:33<06:12, 14.99it/s]
ELBO: -19111.6: 44%|####4 | 4411/10000 [04:33<06:12, 14.99it/s]
ELBO: -19057.0: 44%|####4 | 4412/10000 [04:33<06:12, 14.99it/s]
ELBO: -19057.0: 44%|####4 | 4413/10000 [04:33<05:37, 16.58it/s]
ELBO: -19133.8: 44%|####4 | 4413/10000 [04:34<05:37, 16.58it/s]
ELBO: -19134.5: 44%|####4 | 4414/10000 [04:34<05:36, 16.58it/s]
ELBO: -19134.5: 44%|####4 | 4415/10000 [04:34<06:08, 15.14it/s]
ELBO: -19146.1: 44%|####4 | 4415/10000 [04:34<06:08, 15.14it/s]
ELBO: -19095.3: 44%|####4 | 4416/10000 [04:34<06:08, 15.14it/s]
ELBO: -19118.4: 44%|####4 | 4417/10000 [04:34<06:08, 15.14it/s]
ELBO: -19118.4: 44%|####4 | 4418/10000 [04:34<05:33, 16.72it/s]
ELBO: -19105.0: 44%|####4 | 4418/10000 [04:34<05:33, 16.72it/s]
ELBO: -19096.2: 44%|####4 | 4419/10000 [04:34<05:33, 16.72it/s]
ELBO: -19096.2: 44%|####4 | 4420/10000 [04:34<06:05, 15.27it/s]
ELBO: -19085.8: 44%|####4 | 4420/10000 [04:34<06:05, 15.27it/s]
ELBO: -19131.4: 44%|####4 | 4421/10000 [04:34<06:05, 15.27it/s]
ELBO: -19061.9: 44%|####4 | 4422/10000 [04:34<06:05, 15.27it/s]
ELBO: -19061.9: 44%|####4 | 4423/10000 [04:34<06:16, 14.81it/s]
ELBO: -19073.9: 44%|####4 | 4423/10000 [04:34<06:16, 14.81it/s]
ELBO: -19137.9: 44%|####4 | 4424/10000 [04:34<06:16, 14.81it/s]
ELBO: -19088.8: 44%|####4 | 4425/10000 [04:34<06:16, 14.81it/s]
ELBO: -19088.8: 44%|####4 | 4426/10000 [04:34<05:40, 16.39it/s]
ELBO: -19092.4: 44%|####4 | 4426/10000 [04:34<05:40, 16.39it/s]
ELBO: -19121.3: 44%|####4 | 4427/10000 [04:34<05:40, 16.39it/s]
ELBO: -19121.3: 44%|####4 | 4428/10000 [04:34<06:07, 15.14it/s]
ELBO: -19114.0: 44%|####4 | 4428/10000 [04:34<06:07, 15.14it/s]
ELBO: -19100.8: 44%|####4 | 4429/10000 [04:34<06:07, 15.14it/s]
ELBO: -19109.7: 44%|####4 | 4430/10000 [04:35<06:07, 15.14it/s]
ELBO: -19109.7: 44%|####4 | 4431/10000 [04:35<05:33, 16.70it/s]
ELBO: -19091.7: 44%|####4 | 4431/10000 [04:35<05:33, 16.70it/s]
ELBO: -19112.6: 44%|####4 | 4432/10000 [04:35<05:33, 16.70it/s]
ELBO: -19112.6: 44%|####4 | 4433/10000 [04:35<06:05, 15.23it/s]
ELBO: -19135.3: 44%|####4 | 4433/10000 [04:35<06:05, 15.23it/s]
ELBO: -19106.2: 44%|####4 | 4434/10000 [04:35<06:05, 15.23it/s]
ELBO: -19106.2: 44%|####4 | 4435/10000 [04:35<05:44, 16.16it/s]
ELBO: -19040.6: 44%|####4 | 4435/10000 [04:35<05:44, 16.16it/s]
ELBO: -19092.7: 44%|####4 | 4436/10000 [04:35<05:44, 16.16it/s]
ELBO: -19092.7: 44%|####4 | 4437/10000 [04:35<06:14, 14.86it/s]
ELBO: -19107.3: 44%|####4 | 4437/10000 [04:35<06:14, 14.86it/s]
ELBO: -19157.6: 44%|####4 | 4438/10000 [04:35<06:14, 14.86it/s]
ELBO: -19119.2: 44%|####4 | 4439/10000 [04:35<06:14, 14.86it/s]
ELBO: -19119.2: 44%|####4 | 4440/10000 [04:35<05:34, 16.63it/s]
ELBO: -19143.6: 44%|####4 | 4440/10000 [04:35<05:34, 16.63it/s]
ELBO: -19083.9: 44%|####4 | 4441/10000 [04:35<05:34, 16.63it/s]
ELBO: -19083.9: 44%|####4 | 4442/10000 [04:35<06:09, 15.06it/s]
ELBO: -19136.3: 44%|####4 | 4442/10000 [04:35<06:09, 15.06it/s]
ELBO: -19134.2: 44%|####4 | 4443/10000 [04:35<06:09, 15.06it/s]
ELBO: -19060.8: 44%|####4 | 4444/10000 [04:35<06:08, 15.06it/s]
ELBO: -19060.8: 44%|####4 | 4445/10000 [04:35<05:33, 16.68it/s]
ELBO: -19096.7: 44%|####4 | 4445/10000 [04:36<05:33, 16.68it/s]
ELBO: -19043.2: 44%|####4 | 4446/10000 [04:36<05:33, 16.68it/s]
ELBO: -19043.2: 44%|####4 | 4447/10000 [04:36<06:05, 15.17it/s]
ELBO: -19127.9: 44%|####4 | 4447/10000 [04:36<06:05, 15.17it/s]
ELBO: -19038.2: 44%|####4 | 4450/10000 [04:36<06:05, 15.17it/s]
ELBO: -19071.2: 45%|####4 | 4451/10000 [04:36<06:05, 15.17it/s]
ELBO: -19071.2: 45%|####4 | 4452/10000 [04:36<05:05, 18.16it/s]
ELBO: -19086.5: 45%|####4 | 4452/10000 [04:36<05:05, 18.16it/s]
ELBO: -19059.8: 45%|####4 | 4453/10000 [04:36<05:05, 18.16it/s]
ELBO: -19087.2: 45%|####4 | 4454/10000 [04:36<05:05, 18.16it/s]
ELBO: -19087.2: 45%|####4 | 4455/10000 [04:36<04:55, 18.78it/s]
ELBO: -19105.4: 45%|####4 | 4455/10000 [04:36<04:55, 18.78it/s]
ELBO: -19094.8: 45%|####4 | 4456/10000 [04:36<04:55, 18.78it/s]
ELBO: -19094.8: 45%|####4 | 4457/10000 [04:36<05:30, 16.76it/s]
ELBO: -19136.0: 45%|####4 | 4457/10000 [04:36<05:30, 16.76it/s]
ELBO: -19125.8: 45%|####4 | 4458/10000 [04:36<05:30, 16.76it/s]
ELBO: -19077.8: 45%|####4 | 4459/10000 [04:36<05:30, 16.76it/s]
ELBO: -19077.8: 45%|####4 | 4460/10000 [04:36<05:10, 17.83it/s]
ELBO: -19145.8: 45%|####4 | 4460/10000 [04:36<05:10, 17.83it/s]
ELBO: -19100.9: 45%|####4 | 4461/10000 [04:36<05:10, 17.83it/s]
ELBO: -19100.9: 45%|####4 | 4462/10000 [04:36<05:45, 16.01it/s]
ELBO: -19138.8: 45%|####4 | 4462/10000 [04:36<05:45, 16.01it/s]
ELBO: -19071.8: 45%|####4 | 4463/10000 [04:37<05:45, 16.01it/s]
ELBO: -19077.8: 45%|####4 | 4464/10000 [04:37<05:45, 16.01it/s]
ELBO: -19077.8: 45%|####4 | 4465/10000 [04:37<05:18, 17.40it/s]
ELBO: -19042.8: 45%|####4 | 4465/10000 [04:37<05:18, 17.40it/s]
ELBO: -19046.6: 45%|####4 | 4466/10000 [04:37<05:18, 17.40it/s]
ELBO: -19046.6: 45%|####4 | 4467/10000 [04:37<05:51, 15.73it/s]
ELBO: -19120.8: 45%|####4 | 4467/10000 [04:37<05:51, 15.73it/s]
ELBO: -19112.1: 45%|####4 | 4468/10000 [04:37<05:51, 15.73it/s]
ELBO: -19102.9: 45%|####4 | 4469/10000 [04:37<05:51, 15.73it/s]
ELBO: -19102.9: 45%|####4 | 4470/10000 [04:37<06:08, 15.01it/s]
ELBO: -19105.8: 45%|####4 | 4470/10000 [04:37<06:08, 15.01it/s]
ELBO: -19068.3: 45%|####4 | 4471/10000 [04:37<06:08, 15.01it/s]
ELBO: -19058.2: 45%|####4 | 4472/10000 [04:37<06:08, 15.01it/s]
ELBO: -19058.2: 45%|####4 | 4473/10000 [04:37<05:34, 16.52it/s]
ELBO: -19069.0: 45%|####4 | 4473/10000 [04:37<05:34, 16.52it/s]
ELBO: -19035.1: 45%|####4 | 4474/10000 [04:37<05:34, 16.52it/s]
ELBO: -19035.1: 45%|####4 | 4475/10000 [04:37<06:02, 15.22it/s]
ELBO: -19109.5: 45%|####4 | 4475/10000 [04:37<06:02, 15.22it/s]
ELBO: -19054.7: 45%|####4 | 4476/10000 [04:37<06:02, 15.22it/s]
ELBO: -19052.3: 45%|####4 | 4477/10000 [04:37<06:02, 15.22it/s]
ELBO: -19052.3: 45%|####4 | 4478/10000 [04:37<05:31, 16.66it/s]
ELBO: -19068.5: 45%|####4 | 4478/10000 [04:38<05:31, 16.66it/s]
ELBO: -19094.6: 45%|####4 | 4479/10000 [04:38<05:31, 16.66it/s]
ELBO: -19094.6: 45%|####4 | 4480/10000 [04:38<06:04, 15.14it/s]
ELBO: -19071.9: 45%|####4 | 4480/10000 [04:38<06:04, 15.14it/s]
ELBO: -19091.3: 45%|####4 | 4481/10000 [04:38<06:04, 15.14it/s]
ELBO: -19071.2: 45%|####4 | 4482/10000 [04:38<06:04, 15.14it/s]
ELBO: -19071.2: 45%|####4 | 4483/10000 [04:38<05:30, 16.67it/s]
ELBO: -19067.7: 45%|####4 | 4483/10000 [04:38<05:30, 16.67it/s]
ELBO: -19076.3: 45%|####4 | 4484/10000 [04:38<05:30, 16.67it/s]
ELBO: -19076.3: 45%|####4 | 4485/10000 [04:38<06:01, 15.25it/s]
ELBO: -19047.3: 45%|####4 | 4485/10000 [04:38<06:01, 15.25it/s]
ELBO: -19105.5: 45%|####4 | 4486/10000 [04:38<06:01, 15.25it/s]
ELBO: -19060.7: 45%|####4 | 4487/10000 [04:38<06:01, 15.25it/s]
ELBO: -19060.7: 45%|####4 | 4488/10000 [04:38<06:14, 14.73it/s]
ELBO: -19029.3: 45%|####4 | 4488/10000 [04:38<06:14, 14.73it/s]
ELBO: -19041.3: 45%|####4 | 4489/10000 [04:38<06:14, 14.73it/s]
ELBO: -19059.7: 45%|####4 | 4490/10000 [04:38<06:14, 14.73it/s]
ELBO: -19059.7: 45%|####4 | 4491/10000 [04:38<05:37, 16.30it/s]
ELBO: -19128.1: 45%|####4 | 4491/10000 [04:38<05:37, 16.30it/s]
ELBO: -19115.3: 45%|####4 | 4492/10000 [04:38<05:37, 16.30it/s]
ELBO: -19115.3: 45%|####4 | 4493/10000 [04:38<06:05, 15.08it/s]
ELBO: -19060.8: 45%|####4 | 4493/10000 [04:38<06:05, 15.08it/s]
ELBO: -19065.8: 45%|####4 | 4494/10000 [04:39<06:05, 15.08it/s]
ELBO: -19029.8: 45%|####4 | 4495/10000 [04:39<06:05, 15.08it/s]
ELBO: -19029.8: 45%|####4 | 4496/10000 [04:39<05:30, 16.64it/s]
ELBO: -19112.2: 45%|####4 | 4496/10000 [04:39<05:30, 16.64it/s]
ELBO: -19028.6: 45%|####4 | 4497/10000 [04:39<05:30, 16.64it/s]
ELBO: -19028.6: 45%|####4 | 4498/10000 [04:39<06:01, 15.20it/s]
ELBO: -19068.6: 45%|####4 | 4498/10000 [04:39<06:01, 15.20it/s]
ELBO: -19062.2: 45%|####4 | 4499/10000 [04:39<06:01, 15.20it/s]
ELBO: -19094.9: 45%|####5 | 4500/10000 [04:39<06:01, 15.20it/s]
ELBO: -19094.9: 45%|####5 | 4501/10000 [04:39<05:29, 16.71it/s]
ELBO: -19120.8: 45%|####5 | 4501/10000 [04:39<05:29, 16.71it/s]
ELBO: -19097.1: 45%|####5 | 4502/10000 [04:39<05:28, 16.71it/s]
ELBO: -19097.1: 45%|####5 | 4503/10000 [04:39<06:00, 15.26it/s]
ELBO: -19095.7: 45%|####5 | 4503/10000 [04:39<06:00, 15.26it/s]
ELBO: -19010.2: 45%|####5 | 4504/10000 [04:39<06:00, 15.26it/s]
ELBO: -19078.9: 45%|####5 | 4505/10000 [04:39<06:00, 15.26it/s]
ELBO: -19078.9: 45%|####5 | 4506/10000 [04:39<06:11, 14.81it/s]
ELBO: -19077.2: 45%|####5 | 4506/10000 [04:39<06:11, 14.81it/s]
ELBO: -19019.3: 45%|####5 | 4507/10000 [04:39<06:10, 14.81it/s]
ELBO: -19094.7: 45%|####5 | 4508/10000 [04:39<06:10, 14.81it/s]
ELBO: -19094.7: 45%|####5 | 4509/10000 [04:39<05:36, 16.34it/s]
ELBO: -19093.6: 45%|####5 | 4509/10000 [04:39<05:36, 16.34it/s]
ELBO: -19150.8: 45%|####5 | 4510/10000 [04:40<05:36, 16.34it/s]
ELBO: -19150.8: 45%|####5 | 4511/10000 [04:40<06:04, 15.07it/s]
ELBO: -19071.9: 45%|####5 | 4511/10000 [04:40<06:04, 15.07it/s]
ELBO: -19042.8: 45%|####5 | 4512/10000 [04:40<06:04, 15.07it/s]
ELBO: -19090.4: 45%|####5 | 4513/10000 [04:40<06:04, 15.07it/s]
ELBO: -19090.4: 45%|####5 | 4514/10000 [04:40<05:31, 16.57it/s]
ELBO: -19142.7: 45%|####5 | 4514/10000 [04:40<05:31, 16.57it/s]
ELBO: -19080.6: 45%|####5 | 4515/10000 [04:40<05:31, 16.57it/s]
ELBO: -19080.6: 45%|####5 | 4516/10000 [04:40<06:04, 15.06it/s]
ELBO: -19108.6: 45%|####5 | 4516/10000 [04:40<06:04, 15.06it/s]
ELBO: -19087.0: 45%|####5 | 4517/10000 [04:40<06:04, 15.06it/s]
ELBO: -19102.2: 45%|####5 | 4518/10000 [04:40<06:04, 15.06it/s]
ELBO: -19102.2: 45%|####5 | 4519/10000 [04:40<05:30, 16.56it/s]
ELBO: -19073.1: 45%|####5 | 4519/10000 [04:40<05:30, 16.56it/s]
ELBO: -19074.0: 45%|####5 | 4520/10000 [04:40<05:30, 16.56it/s]
ELBO: -19074.0: 45%|####5 | 4521/10000 [04:40<06:01, 15.15it/s]
ELBO: -19025.7: 45%|####5 | 4521/10000 [04:40<06:01, 15.15it/s]
ELBO: -19054.3: 45%|####5 | 4522/10000 [04:40<06:01, 15.15it/s]
ELBO: -18996.9: 45%|####5 | 4523/10000 [04:40<06:01, 15.15it/s]
ELBO: -18996.9: 45%|####5 | 4524/10000 [04:40<06:15, 14.60it/s]
ELBO: -19042.2: 45%|####5 | 4524/10000 [04:40<06:15, 14.60it/s]
ELBO: -19046.1: 45%|####5 | 4525/10000 [04:41<06:15, 14.60it/s]
ELBO: -19036.5: 45%|####5 | 4526/10000 [04:41<06:15, 14.60it/s]
ELBO: -19036.5: 45%|####5 | 4527/10000 [04:41<05:38, 16.17it/s]
ELBO: -19079.3: 45%|####5 | 4527/10000 [04:41<05:38, 16.17it/s]
ELBO: -19042.9: 45%|####5 | 4528/10000 [04:41<05:38, 16.17it/s]
ELBO: -19042.9: 45%|####5 | 4529/10000 [04:41<06:05, 14.96it/s]
ELBO: -19043.0: 45%|####5 | 4529/10000 [04:41<06:05, 14.96it/s]
ELBO: -18990.3: 45%|####5 | 4530/10000 [04:41<06:05, 14.96it/s]
ELBO: -19034.7: 45%|####5 | 4531/10000 [04:41<06:05, 14.96it/s]
ELBO: -19034.7: 45%|####5 | 4532/10000 [04:41<05:31, 16.51it/s]
ELBO: -19013.6: 45%|####5 | 4532/10000 [04:41<05:31, 16.51it/s]
ELBO: -19084.4: 45%|####5 | 4533/10000 [04:41<05:31, 16.51it/s]
ELBO: -19084.4: 45%|####5 | 4534/10000 [04:41<06:01, 15.13it/s]
ELBO: -19020.4: 45%|####5 | 4534/10000 [04:41<06:01, 15.13it/s]
ELBO: -19062.6: 45%|####5 | 4535/10000 [04:41<06:01, 15.13it/s]
ELBO: -19006.8: 45%|####5 | 4536/10000 [04:41<06:01, 15.13it/s]
ELBO: -19006.8: 45%|####5 | 4537/10000 [04:41<05:26, 16.73it/s]
ELBO: -19067.9: 45%|####5 | 4537/10000 [04:41<05:26, 16.73it/s]
ELBO: -19026.1: 45%|####5 | 4538/10000 [04:41<05:26, 16.73it/s]
ELBO: -19026.1: 45%|####5 | 4539/10000 [04:41<05:57, 15.30it/s]
ELBO: -19056.5: 45%|####5 | 4539/10000 [04:41<05:57, 15.30it/s]
ELBO: -19100.2: 45%|####5 | 4540/10000 [04:41<05:56, 15.30it/s]
ELBO: -19040.3: 45%|####5 | 4541/10000 [04:42<05:56, 15.30it/s]
ELBO: -19040.3: 45%|####5 | 4542/10000 [04:42<06:08, 14.81it/s]
ELBO: -19071.7: 45%|####5 | 4542/10000 [04:42<06:08, 14.81it/s]
ELBO: -19009.7: 45%|####5 | 4543/10000 [04:42<06:08, 14.81it/s]
ELBO: -19049.8: 45%|####5 | 4544/10000 [04:42<06:08, 14.81it/s]
ELBO: -19049.8: 45%|####5 | 4545/10000 [04:42<05:34, 16.30it/s]
ELBO: -19132.4: 45%|####5 | 4545/10000 [04:42<05:34, 16.30it/s]
ELBO: -19073.5: 45%|####5 | 4546/10000 [04:42<05:34, 16.30it/s]
ELBO: -19073.5: 45%|####5 | 4547/10000 [04:42<06:03, 15.01it/s]
ELBO: -19052.4: 45%|####5 | 4547/10000 [04:42<06:03, 15.01it/s]
ELBO: -19072.6: 45%|####5 | 4548/10000 [04:42<06:03, 15.01it/s]
ELBO: -19072.6: 45%|####5 | 4549/10000 [04:42<05:41, 15.96it/s]
ELBO: -19051.1: 45%|####5 | 4549/10000 [04:42<05:41, 15.96it/s]
ELBO: -19038.1: 46%|####5 | 4550/10000 [04:42<05:41, 15.96it/s]
ELBO: -19038.1: 46%|####5 | 4551/10000 [04:42<06:11, 14.66it/s]
ELBO: -19081.1: 46%|####5 | 4551/10000 [04:42<06:11, 14.66it/s]
ELBO: -19072.1: 46%|####5 | 4552/10000 [04:42<06:11, 14.66it/s]
ELBO: -19055.9: 46%|####5 | 4553/10000 [04:42<06:11, 14.66it/s]
ELBO: -19055.9: 46%|####5 | 4554/10000 [04:42<05:31, 16.45it/s]
ELBO: -19043.2: 46%|####5 | 4554/10000 [04:42<05:31, 16.45it/s]
ELBO: -19046.5: 46%|####5 | 4555/10000 [04:42<05:30, 16.45it/s]
ELBO: -19046.5: 46%|####5 | 4556/10000 [04:42<06:00, 15.08it/s]
ELBO: -19025.0: 46%|####5 | 4556/10000 [04:43<06:00, 15.08it/s]
ELBO: -19085.8: 46%|####5 | 4557/10000 [04:43<06:00, 15.08it/s]
ELBO: -19037.2: 46%|####5 | 4558/10000 [04:43<06:00, 15.08it/s]
ELBO: -19037.2: 46%|####5 | 4559/10000 [04:43<05:25, 16.71it/s]
ELBO: -19026.0: 46%|####5 | 4559/10000 [04:43<05:25, 16.71it/s]
ELBO: -19021.1: 46%|####5 | 4560/10000 [04:43<05:25, 16.71it/s]
ELBO: -19021.1: 46%|####5 | 4561/10000 [04:43<05:57, 15.20it/s]
ELBO: -19046.9: 46%|####5 | 4561/10000 [04:43<05:57, 15.20it/s]
ELBO: -18949.2: 46%|####5 | 4562/10000 [04:43<05:57, 15.20it/s]
ELBO: -18976.6: 46%|####5 | 4563/10000 [04:43<05:57, 15.20it/s]
ELBO: -18976.6: 46%|####5 | 4564/10000 [04:43<05:23, 16.80it/s]
ELBO: -19021.9: 46%|####5 | 4564/10000 [04:43<05:23, 16.80it/s]
ELBO: -19055.8: 46%|####5 | 4565/10000 [04:43<05:23, 16.80it/s]
ELBO: -19055.8: 46%|####5 | 4566/10000 [04:43<05:54, 15.31it/s]
ELBO: -19021.1: 46%|####5 | 4566/10000 [04:43<05:54, 15.31it/s]
ELBO: -19010.2: 46%|####5 | 4567/10000 [04:43<05:54, 15.31it/s]
ELBO: -18996.1: 46%|####5 | 4568/10000 [04:43<05:54, 15.31it/s]
ELBO: -18996.1: 46%|####5 | 4569/10000 [04:43<06:07, 14.80it/s]
ELBO: -19038.5: 46%|####5 | 4569/10000 [04:43<06:07, 14.80it/s]
ELBO: -18995.5: 46%|####5 | 4570/10000 [04:43<06:06, 14.80it/s]
ELBO: -19069.2: 46%|####5 | 4571/10000 [04:43<06:06, 14.80it/s]
ELBO: -19069.2: 46%|####5 | 4572/10000 [04:43<05:32, 16.34it/s]
ELBO: -19144.2: 46%|####5 | 4572/10000 [04:43<05:32, 16.34it/s]
ELBO: -19005.4: 46%|####5 | 4573/10000 [04:44<05:32, 16.34it/s]
ELBO: -19005.4: 46%|####5 | 4574/10000 [04:44<06:00, 15.05it/s]
ELBO: -19037.3: 46%|####5 | 4574/10000 [04:44<06:00, 15.05it/s]
ELBO: -18977.4: 46%|####5 | 4575/10000 [04:44<06:00, 15.05it/s]
ELBO: -18972.9: 46%|####5 | 4576/10000 [04:44<06:00, 15.05it/s]
ELBO: -18972.9: 46%|####5 | 4577/10000 [04:44<05:26, 16.62it/s]
ELBO: -19068.5: 46%|####5 | 4577/10000 [04:44<05:26, 16.62it/s]
ELBO: -19007.2: 46%|####5 | 4578/10000 [04:44<05:26, 16.62it/s]
ELBO: -19007.2: 46%|####5 | 4579/10000 [04:44<05:57, 15.15it/s]
ELBO: -18992.0: 46%|####5 | 4579/10000 [04:44<05:57, 15.15it/s]
ELBO: -18978.6: 46%|####5 | 4580/10000 [04:44<05:57, 15.15it/s]
ELBO: -19048.8: 46%|####5 | 4581/10000 [04:44<05:57, 15.15it/s]
ELBO: -19048.8: 46%|####5 | 4582/10000 [04:44<05:25, 16.65it/s]
ELBO: -19008.5: 46%|####5 | 4584/10000 [04:44<05:25, 16.65it/s]
ELBO: -19008.5: 46%|####5 | 4585/10000 [04:44<04:48, 18.78it/s]
ELBO: -19048.8: 46%|####5 | 4585/10000 [04:44<04:48, 18.78it/s]
ELBO: -19013.9: 46%|####5 | 4586/10000 [04:44<04:48, 18.78it/s]
ELBO: -18954.5: 46%|####5 | 4587/10000 [04:44<04:48, 18.78it/s]
ELBO: -18954.5: 46%|####5 | 4588/10000 [04:44<04:39, 19.38it/s]
ELBO: -19004.9: 46%|####5 | 4588/10000 [04:44<04:39, 19.38it/s]
ELBO: -19014.4: 46%|####5 | 4589/10000 [04:44<04:39, 19.38it/s]
ELBO: -19014.4: 46%|####5 | 4590/10000 [04:44<05:19, 16.92it/s]
ELBO: -18960.8: 46%|####5 | 4590/10000 [04:45<05:19, 16.92it/s]
ELBO: -19021.6: 46%|####5 | 4591/10000 [04:45<05:19, 16.92it/s]
ELBO: -19000.3: 46%|####5 | 4592/10000 [04:45<05:19, 16.92it/s]
ELBO: -19000.3: 46%|####5 | 4593/10000 [04:45<04:59, 18.07it/s]
ELBO: -19028.2: 46%|####5 | 4593/10000 [04:45<04:59, 18.07it/s]
ELBO: -18978.4: 46%|####5 | 4594/10000 [04:45<04:59, 18.07it/s]
ELBO: -18978.4: 46%|####5 | 4595/10000 [04:45<05:33, 16.19it/s]
ELBO: -19040.1: 46%|####5 | 4595/10000 [04:45<05:33, 16.19it/s]
ELBO: -19010.2: 46%|####5 | 4596/10000 [04:45<05:33, 16.19it/s]
ELBO: -19018.6: 46%|####5 | 4597/10000 [04:45<05:33, 16.19it/s]
ELBO: -19018.6: 46%|####5 | 4598/10000 [04:45<05:51, 15.38it/s]
ELBO: -18999.2: 46%|####5 | 4598/10000 [04:45<05:51, 15.38it/s]
ELBO: -19029.4: 46%|####5 | 4599/10000 [04:45<05:51, 15.38it/s]
ELBO: -19040.3: 46%|####6 | 4600/10000 [04:45<05:51, 15.38it/s]
ELBO: -19040.3: 46%|####6 | 4601/10000 [04:45<05:21, 16.78it/s]
ELBO: -19023.5: 46%|####6 | 4601/10000 [04:45<05:21, 16.78it/s]
ELBO: -19004.8: 46%|####6 | 4602/10000 [04:45<05:21, 16.78it/s]
ELBO: -19004.8: 46%|####6 | 4603/10000 [04:45<05:52, 15.31it/s]
ELBO: -18994.9: 46%|####6 | 4603/10000 [04:45<05:52, 15.31it/s]
ELBO: -19042.0: 46%|####6 | 4604/10000 [04:45<05:52, 15.31it/s]
ELBO: -19017.8: 46%|####6 | 4605/10000 [04:45<05:52, 15.31it/s]
ELBO: -19017.8: 46%|####6 | 4606/10000 [04:45<05:20, 16.82it/s]
ELBO: -18944.2: 46%|####6 | 4606/10000 [04:46<05:20, 16.82it/s]
ELBO: -19046.0: 46%|####6 | 4607/10000 [04:46<05:20, 16.82it/s]
ELBO: -19046.0: 46%|####6 | 4608/10000 [04:46<05:52, 15.31it/s]
ELBO: -18968.0: 46%|####6 | 4608/10000 [04:46<05:52, 15.31it/s]
ELBO: -18995.0: 46%|####6 | 4609/10000 [04:46<05:52, 15.31it/s]
ELBO: -18944.4: 46%|####6 | 4610/10000 [04:46<05:51, 15.31it/s]
ELBO: -18944.4: 46%|####6 | 4611/10000 [04:46<05:21, 16.78it/s]
ELBO: -19001.3: 46%|####6 | 4611/10000 [04:46<05:21, 16.78it/s]
ELBO: -19060.5: 46%|####6 | 4612/10000 [04:46<05:21, 16.78it/s]
ELBO: -19060.5: 46%|####6 | 4613/10000 [04:46<05:53, 15.26it/s]
ELBO: -19005.8: 46%|####6 | 4613/10000 [04:46<05:53, 15.26it/s]
ELBO: -18993.5: 46%|####6 | 4614/10000 [04:46<05:53, 15.26it/s]
ELBO: -19022.1: 46%|####6 | 4615/10000 [04:46<05:52, 15.26it/s]
ELBO: -19022.1: 46%|####6 | 4616/10000 [04:46<06:06, 14.70it/s]
ELBO: -18943.8: 46%|####6 | 4616/10000 [04:46<06:06, 14.70it/s]
ELBO: -19047.3: 46%|####6 | 4617/10000 [04:46<06:06, 14.70it/s]
ELBO: -18993.9: 46%|####6 | 4618/10000 [04:46<06:06, 14.70it/s]
ELBO: -18993.9: 46%|####6 | 4619/10000 [04:46<05:31, 16.21it/s]
ELBO: -19058.9: 46%|####6 | 4619/10000 [04:46<05:31, 16.21it/s]
ELBO: -19082.3: 46%|####6 | 4620/10000 [04:46<05:31, 16.21it/s]
ELBO: -19082.3: 46%|####6 | 4621/10000 [04:46<06:00, 14.94it/s]
ELBO: -19022.0: 46%|####6 | 4621/10000 [04:47<06:00, 14.94it/s]
ELBO: -19034.2: 46%|####6 | 4622/10000 [04:47<06:00, 14.94it/s]
ELBO: -19030.4: 46%|####6 | 4623/10000 [04:47<05:59, 14.94it/s]
ELBO: -19030.4: 46%|####6 | 4624/10000 [04:47<05:25, 16.51it/s]
ELBO: -19039.8: 46%|####6 | 4624/10000 [04:47<05:25, 16.51it/s]
ELBO: -19002.7: 46%|####6 | 4625/10000 [04:47<05:25, 16.51it/s]
ELBO: -19002.7: 46%|####6 | 4626/10000 [04:47<05:55, 15.13it/s]
ELBO: -18966.2: 46%|####6 | 4626/10000 [04:47<05:55, 15.13it/s]
ELBO: -18950.1: 46%|####6 | 4627/10000 [04:47<05:55, 15.13it/s]
ELBO: -18964.3: 46%|####6 | 4628/10000 [04:47<05:55, 15.13it/s]
ELBO: -18964.3: 46%|####6 | 4629/10000 [04:47<05:21, 16.72it/s]
ELBO: -18989.5: 46%|####6 | 4629/10000 [04:47<05:21, 16.72it/s]
ELBO: -19003.1: 46%|####6 | 4630/10000 [04:47<05:21, 16.72it/s]
ELBO: -19003.1: 46%|####6 | 4631/10000 [04:47<05:50, 15.30it/s]
ELBO: -19029.0: 46%|####6 | 4631/10000 [04:47<05:50, 15.30it/s]
ELBO: -18954.0: 46%|####6 | 4632/10000 [04:47<05:50, 15.30it/s]
ELBO: -19035.2: 46%|####6 | 4633/10000 [04:47<05:50, 15.30it/s]
ELBO: -19035.2: 46%|####6 | 4634/10000 [04:47<06:02, 14.82it/s]
ELBO: -19029.3: 46%|####6 | 4634/10000 [04:47<06:02, 14.82it/s]
ELBO: -18991.6: 46%|####6 | 4635/10000 [04:47<06:02, 14.82it/s]
ELBO: -18993.7: 46%|####6 | 4636/10000 [04:47<06:01, 14.82it/s]
ELBO: -18993.7: 46%|####6 | 4637/10000 [04:47<05:28, 16.32it/s]
ELBO: -19013.9: 46%|####6 | 4637/10000 [04:48<05:28, 16.32it/s]
ELBO: -18977.4: 46%|####6 | 4638/10000 [04:48<05:28, 16.32it/s]
ELBO: -18977.4: 46%|####6 | 4639/10000 [04:48<05:55, 15.06it/s]
ELBO: -18995.1: 46%|####6 | 4639/10000 [04:48<05:55, 15.06it/s]
ELBO: -19073.0: 46%|####6 | 4640/10000 [04:48<05:55, 15.06it/s]
ELBO: -19019.6: 46%|####6 | 4641/10000 [04:48<05:55, 15.06it/s]
ELBO: -19019.6: 46%|####6 | 4642/10000 [04:48<05:21, 16.66it/s]
ELBO: -19011.9: 46%|####6 | 4642/10000 [04:48<05:21, 16.66it/s]
ELBO: -19005.2: 46%|####6 | 4643/10000 [04:48<05:21, 16.66it/s]
ELBO: -19005.2: 46%|####6 | 4644/10000 [04:48<05:52, 15.20it/s]
ELBO: -18965.7: 46%|####6 | 4644/10000 [04:48<05:52, 15.20it/s]
ELBO: -18986.8: 46%|####6 | 4645/10000 [04:48<05:52, 15.20it/s]
ELBO: -19028.5: 46%|####6 | 4646/10000 [04:48<05:52, 15.20it/s]
ELBO: -19028.5: 46%|####6 | 4647/10000 [04:48<05:19, 16.77it/s]
ELBO: -18993.5: 46%|####6 | 4647/10000 [04:48<05:19, 16.77it/s]
ELBO: -19050.5: 46%|####6 | 4648/10000 [04:48<05:19, 16.77it/s]
ELBO: -19050.5: 46%|####6 | 4649/10000 [04:48<05:49, 15.33it/s]
ELBO: -18914.1: 46%|####6 | 4649/10000 [04:48<05:49, 15.33it/s]
ELBO: -19021.0: 46%|####6 | 4650/10000 [04:48<05:49, 15.33it/s]
ELBO: -19015.5: 47%|####6 | 4651/10000 [04:48<05:49, 15.33it/s]
ELBO: -19015.5: 47%|####6 | 4652/10000 [04:48<06:00, 14.83it/s]
ELBO: -19006.1: 47%|####6 | 4652/10000 [04:49<06:00, 14.83it/s]
ELBO: -18965.6: 47%|####6 | 4653/10000 [04:49<06:00, 14.83it/s]
ELBO: -18980.4: 47%|####6 | 4654/10000 [04:49<06:00, 14.83it/s]
ELBO: -18980.4: 47%|####6 | 4655/10000 [04:49<05:26, 16.38it/s]
ELBO: -18936.7: 47%|####6 | 4655/10000 [04:49<05:26, 16.38it/s]
ELBO: -19021.3: 47%|####6 | 4656/10000 [04:49<05:26, 16.38it/s]
ELBO: -19021.3: 47%|####6 | 4657/10000 [04:49<05:54, 15.07it/s]
ELBO: -18970.7: 47%|####6 | 4657/10000 [04:49<05:54, 15.07it/s]
ELBO: -18984.1: 47%|####6 | 4658/10000 [04:49<05:54, 15.07it/s]
ELBO: -18994.4: 47%|####6 | 4659/10000 [04:49<05:54, 15.07it/s]
ELBO: -18994.4: 47%|####6 | 4660/10000 [04:49<05:20, 16.64it/s]
ELBO: -18989.4: 47%|####6 | 4660/10000 [04:49<05:20, 16.64it/s]
ELBO: -18936.2: 47%|####6 | 4661/10000 [04:49<05:20, 16.64it/s]
ELBO: -18936.2: 47%|####6 | 4662/10000 [04:49<05:51, 15.20it/s]
ELBO: -18989.0: 47%|####6 | 4662/10000 [04:49<05:51, 15.20it/s]
ELBO: -18974.1: 47%|####6 | 4663/10000 [04:49<05:51, 15.20it/s]
ELBO: -18992.5: 47%|####6 | 4664/10000 [04:49<05:50, 15.20it/s]
ELBO: -18992.5: 47%|####6 | 4665/10000 [04:49<05:18, 16.74it/s]
ELBO: -19004.1: 47%|####6 | 4665/10000 [04:49<05:18, 16.74it/s]
ELBO: -18980.6: 47%|####6 | 4666/10000 [04:49<05:18, 16.74it/s]
ELBO: -18980.6: 47%|####6 | 4667/10000 [04:49<05:49, 15.27it/s]
ELBO: -18975.3: 47%|####6 | 4667/10000 [04:49<05:49, 15.27it/s]
ELBO: -18955.8: 47%|####6 | 4668/10000 [04:49<05:49, 15.27it/s]
ELBO: -19014.9: 47%|####6 | 4669/10000 [04:50<05:49, 15.27it/s]
ELBO: -19014.9: 47%|####6 | 4670/10000 [04:50<06:00, 14.78it/s]
ELBO: -19002.1: 47%|####6 | 4670/10000 [04:50<06:00, 14.78it/s]
ELBO: -19012.7: 47%|####6 | 4671/10000 [04:50<06:00, 14.78it/s]
ELBO: -19021.8: 47%|####6 | 4672/10000 [04:50<06:00, 14.78it/s]
ELBO: -19021.8: 47%|####6 | 4673/10000 [04:50<05:25, 16.35it/s]
ELBO: -18938.7: 47%|####6 | 4673/10000 [04:50<05:25, 16.35it/s]
ELBO: -18956.2: 47%|####6 | 4674/10000 [04:50<05:25, 16.35it/s]
ELBO: -18956.2: 47%|####6 | 4675/10000 [04:50<05:53, 15.08it/s]
ELBO: -18959.8: 47%|####6 | 4675/10000 [04:50<05:53, 15.08it/s]
ELBO: -18956.8: 47%|####6 | 4676/10000 [04:50<05:53, 15.08it/s]
ELBO: -19002.4: 47%|####6 | 4677/10000 [04:50<05:53, 15.08it/s]
ELBO: -19002.4: 47%|####6 | 4678/10000 [04:50<05:19, 16.66it/s]
ELBO: -18970.5: 47%|####6 | 4678/10000 [04:50<05:19, 16.66it/s]
ELBO: -18917.6: 47%|####6 | 4679/10000 [04:50<05:19, 16.66it/s]
ELBO: -18917.6: 47%|####6 | 4680/10000 [04:50<05:49, 15.20it/s]
ELBO: -18976.3: 47%|####6 | 4680/10000 [04:50<05:49, 15.20it/s]
ELBO: -18993.9: 47%|####6 | 4681/10000 [04:50<05:49, 15.20it/s]
ELBO: -19026.0: 47%|####6 | 4682/10000 [04:50<05:49, 15.20it/s]
ELBO: -19026.0: 47%|####6 | 4683/10000 [04:50<05:17, 16.72it/s]
ELBO: -18998.3: 47%|####6 | 4683/10000 [04:50<05:17, 16.72it/s]
ELBO: -19038.8: 47%|####6 | 4684/10000 [04:51<05:17, 16.72it/s]
ELBO: -19038.8: 47%|####6 | 4685/10000 [04:51<05:49, 15.22it/s]
ELBO: -18981.6: 47%|####6 | 4685/10000 [04:51<05:49, 15.22it/s]
ELBO: -18992.2: 47%|####6 | 4686/10000 [04:51<05:49, 15.22it/s]
ELBO: -19011.0: 47%|####6 | 4687/10000 [04:51<05:49, 15.22it/s]
ELBO: -19011.0: 47%|####6 | 4688/10000 [04:51<05:59, 14.77it/s]
ELBO: -18991.8: 47%|####6 | 4688/10000 [04:51<05:59, 14.77it/s]
ELBO: -18918.8: 47%|####6 | 4689/10000 [04:51<05:59, 14.77it/s]
ELBO: -18941.2: 47%|####6 | 4690/10000 [04:51<05:59, 14.77it/s]
ELBO: -18941.2: 47%|####6 | 4691/10000 [04:51<05:24, 16.35it/s]
ELBO: -18971.1: 47%|####6 | 4691/10000 [04:51<05:24, 16.35it/s]
ELBO: -18971.2: 47%|####6 | 4692/10000 [04:51<05:24, 16.35it/s]
ELBO: -18971.2: 47%|####6 | 4693/10000 [04:51<05:51, 15.12it/s]
ELBO: -19000.7: 47%|####6 | 4693/10000 [04:51<05:51, 15.12it/s]
ELBO: -18974.8: 47%|####6 | 4694/10000 [04:51<05:50, 15.12it/s]
ELBO: -18953.3: 47%|####6 | 4695/10000 [04:51<05:50, 15.12it/s]
ELBO: -18953.3: 47%|####6 | 4696/10000 [04:51<05:19, 16.60it/s]
ELBO: -18942.7: 47%|####6 | 4696/10000 [04:51<05:19, 16.60it/s]
ELBO: -18949.1: 47%|####6 | 4697/10000 [04:51<05:19, 16.60it/s]
ELBO: -18949.1: 47%|####6 | 4698/10000 [04:51<05:49, 15.15it/s]
ELBO: -18969.7: 47%|####6 | 4698/10000 [04:51<05:49, 15.15it/s]
ELBO: -18941.1: 47%|####6 | 4699/10000 [04:51<05:49, 15.15it/s]
ELBO: -18941.8: 47%|####6 | 4700/10000 [04:52<05:49, 15.15it/s]
ELBO: -18941.8: 47%|####7 | 4701/10000 [04:52<05:16, 16.75it/s]
ELBO: -18950.5: 47%|####7 | 4701/10000 [04:52<05:16, 16.75it/s]
ELBO: -19019.8: 47%|####7 | 4702/10000 [04:52<05:16, 16.75it/s]
ELBO: -19019.8: 47%|####7 | 4703/10000 [04:52<05:47, 15.23it/s]
ELBO: -19010.7: 47%|####7 | 4703/10000 [04:52<05:47, 15.23it/s]
ELBO: -18966.8: 47%|####7 | 4704/10000 [04:52<05:47, 15.23it/s]
ELBO: -18984.7: 47%|####7 | 4705/10000 [04:52<05:47, 15.23it/s]
ELBO: -18984.7: 47%|####7 | 4706/10000 [04:52<05:58, 14.75it/s]
ELBO: -18928.4: 47%|####7 | 4706/10000 [04:52<05:58, 14.75it/s]
ELBO: -18919.2: 47%|####7 | 4707/10000 [04:52<05:58, 14.75it/s]
ELBO: -18979.9: 47%|####7 | 4708/10000 [04:52<05:58, 14.75it/s]
ELBO: -18979.9: 47%|####7 | 4709/10000 [04:52<05:25, 16.27it/s]
ELBO: -19045.1: 47%|####7 | 4709/10000 [04:52<05:25, 16.27it/s]
ELBO: -19013.7: 47%|####7 | 4710/10000 [04:52<05:25, 16.27it/s]
ELBO: -19013.7: 47%|####7 | 4711/10000 [04:52<05:51, 15.04it/s]
ELBO: -18973.7: 47%|####7 | 4711/10000 [04:52<05:51, 15.04it/s]
ELBO: -18917.8: 47%|####7 | 4712/10000 [04:52<05:51, 15.04it/s]
ELBO: -18919.5: 47%|####7 | 4713/10000 [04:52<05:51, 15.04it/s]
ELBO: -18919.5: 47%|####7 | 4714/10000 [04:52<05:18, 16.61it/s]
ELBO: -18990.2: 47%|####7 | 4714/10000 [04:52<05:18, 16.61it/s]
ELBO: -19008.6: 47%|####7 | 4715/10000 [04:53<05:18, 16.61it/s]
ELBO: -19008.6: 47%|####7 | 4716/10000 [04:53<05:47, 15.19it/s]
ELBO: -18940.1: 47%|####7 | 4716/10000 [04:53<05:47, 15.19it/s]
ELBO: -18945.5: 47%|####7 | 4717/10000 [04:53<05:47, 15.19it/s]
ELBO: -18987.9: 47%|####7 | 4718/10000 [04:53<05:47, 15.19it/s]
ELBO: -18987.9: 47%|####7 | 4719/10000 [04:53<05:15, 16.74it/s]
ELBO: -18893.0: 47%|####7 | 4721/10000 [04:53<05:15, 16.74it/s]
ELBO: -18893.0: 47%|####7 | 4722/10000 [04:53<04:39, 18.91it/s]
ELBO: -18950.5: 47%|####7 | 4722/10000 [04:53<04:39, 18.91it/s]
ELBO: -18967.4: 47%|####7 | 4723/10000 [04:53<04:39, 18.91it/s]
ELBO: -18978.9: 47%|####7 | 4724/10000 [04:53<04:38, 18.91it/s]
ELBO: -18978.9: 47%|####7 | 4725/10000 [04:53<04:30, 19.51it/s]
ELBO: -19027.3: 47%|####7 | 4725/10000 [04:53<04:30, 19.51it/s]
ELBO: -18973.6: 47%|####7 | 4726/10000 [04:53<04:30, 19.51it/s]
ELBO: -18927.9: 47%|####7 | 4727/10000 [04:53<04:30, 19.51it/s]
ELBO: -18927.9: 47%|####7 | 4728/10000 [04:53<05:03, 17.36it/s]
ELBO: -18843.3: 47%|####7 | 4728/10000 [04:53<05:03, 17.36it/s]
ELBO: -18977.1: 47%|####7 | 4729/10000 [04:53<05:03, 17.36it/s]
ELBO: -18951.8: 47%|####7 | 4730/10000 [04:53<05:03, 17.36it/s]
ELBO: -18951.8: 47%|####7 | 4731/10000 [04:53<05:25, 16.16it/s]
ELBO: -18966.0: 47%|####7 | 4731/10000 [04:53<05:25, 16.16it/s]
ELBO: -18930.1: 47%|####7 | 4732/10000 [04:53<05:25, 16.16it/s]
ELBO: -18954.4: 47%|####7 | 4733/10000 [04:53<05:25, 16.16it/s]
ELBO: -18954.4: 47%|####7 | 4734/10000 [04:53<05:02, 17.39it/s]
ELBO: -18981.9: 47%|####7 | 4734/10000 [04:54<05:02, 17.39it/s]
ELBO: -18906.3: 47%|####7 | 4735/10000 [04:54<05:02, 17.39it/s]
ELBO: -18906.3: 47%|####7 | 4736/10000 [04:54<05:34, 15.75it/s]
ELBO: -18963.7: 47%|####7 | 4736/10000 [04:54<05:34, 15.75it/s]
ELBO: -18997.1: 47%|####7 | 4737/10000 [04:54<05:34, 15.75it/s]
ELBO: -19027.2: 47%|####7 | 4738/10000 [04:54<05:34, 15.75it/s]
ELBO: -19027.2: 47%|####7 | 4739/10000 [04:54<05:07, 17.11it/s]
ELBO: -18943.9: 47%|####7 | 4739/10000 [04:54<05:07, 17.11it/s]
ELBO: -18919.1: 47%|####7 | 4740/10000 [04:54<05:07, 17.11it/s]
ELBO: -18919.1: 47%|####7 | 4741/10000 [04:54<05:38, 15.56it/s]
ELBO: -18955.1: 47%|####7 | 4741/10000 [04:54<05:38, 15.56it/s]
ELBO: -18918.8: 47%|####7 | 4742/10000 [04:54<05:37, 15.56it/s]
ELBO: -18979.1: 47%|####7 | 4743/10000 [04:54<05:37, 15.56it/s]
ELBO: -18979.1: 47%|####7 | 4744/10000 [04:54<05:51, 14.97it/s]
ELBO: -18927.2: 47%|####7 | 4744/10000 [04:54<05:51, 14.97it/s]
ELBO: -18967.7: 47%|####7 | 4745/10000 [04:54<05:51, 14.97it/s]
ELBO: -18974.1: 47%|####7 | 4746/10000 [04:54<05:51, 14.97it/s]
ELBO: -18974.1: 47%|####7 | 4747/10000 [04:54<05:20, 16.37it/s]
ELBO: -18904.1: 47%|####7 | 4747/10000 [04:54<05:20, 16.37it/s]
ELBO: -18972.4: 47%|####7 | 4748/10000 [04:55<05:20, 16.37it/s]
ELBO: -18972.4: 47%|####7 | 4749/10000 [04:55<05:48, 15.05it/s]
ELBO: -18969.6: 47%|####7 | 4749/10000 [04:55<05:48, 15.05it/s]
ELBO: -18892.0: 48%|####7 | 4750/10000 [04:55<05:48, 15.05it/s]
ELBO: -18941.0: 48%|####7 | 4751/10000 [04:55<05:48, 15.05it/s]
ELBO: -18941.0: 48%|####7 | 4752/10000 [04:55<05:15, 16.61it/s]
ELBO: -18927.4: 48%|####7 | 4752/10000 [04:55<05:15, 16.61it/s]
ELBO: -18973.3: 48%|####7 | 4753/10000 [04:55<05:15, 16.61it/s]
ELBO: -18973.3: 48%|####7 | 4754/10000 [04:55<05:45, 15.17it/s]
ELBO: -18916.8: 48%|####7 | 4754/10000 [04:55<05:45, 15.17it/s]
ELBO: -18945.4: 48%|####7 | 4755/10000 [04:55<05:45, 15.17it/s]
ELBO: -18927.4: 48%|####7 | 4756/10000 [04:55<05:45, 15.17it/s]
ELBO: -18927.4: 48%|####7 | 4757/10000 [04:55<05:13, 16.73it/s]
ELBO: -18906.1: 48%|####7 | 4757/10000 [04:55<05:13, 16.73it/s]
ELBO: -18947.4: 48%|####7 | 4758/10000 [04:55<05:13, 16.73it/s]
ELBO: -18947.4: 48%|####7 | 4759/10000 [04:55<05:44, 15.21it/s]
ELBO: -18939.0: 48%|####7 | 4759/10000 [04:55<05:44, 15.21it/s]
ELBO: -18959.2: 48%|####7 | 4760/10000 [04:55<05:44, 15.21it/s]
ELBO: -18926.4: 48%|####7 | 4761/10000 [04:55<05:44, 15.21it/s]
ELBO: -18926.4: 48%|####7 | 4762/10000 [04:55<05:56, 14.71it/s]
ELBO: -18940.9: 48%|####7 | 4762/10000 [04:55<05:56, 14.71it/s]
ELBO: -18943.0: 48%|####7 | 4763/10000 [04:55<05:56, 14.71it/s]
ELBO: -18977.5: 48%|####7 | 4764/10000 [04:55<05:56, 14.71it/s]
ELBO: -18977.5: 48%|####7 | 4765/10000 [04:55<05:22, 16.24it/s]
ELBO: -18961.2: 48%|####7 | 4765/10000 [04:56<05:22, 16.24it/s]
ELBO: -19009.6: 48%|####7 | 4766/10000 [04:56<05:22, 16.24it/s]
ELBO: -19009.6: 48%|####7 | 4767/10000 [04:56<05:49, 14.98it/s]
ELBO: -18933.4: 48%|####7 | 4767/10000 [04:56<05:49, 14.98it/s]
ELBO: -18925.9: 48%|####7 | 4768/10000 [04:56<05:49, 14.98it/s]
ELBO: -18960.6: 48%|####7 | 4769/10000 [04:56<05:49, 14.98it/s]
ELBO: -18960.6: 48%|####7 | 4770/10000 [04:56<05:16, 16.53it/s]
ELBO: -18928.9: 48%|####7 | 4770/10000 [04:56<05:16, 16.53it/s]
ELBO: -18948.9: 48%|####7 | 4771/10000 [04:56<05:16, 16.53it/s]
ELBO: -18948.9: 48%|####7 | 4772/10000 [04:56<05:46, 15.08it/s]
ELBO: -18968.8: 48%|####7 | 4772/10000 [04:56<05:46, 15.08it/s]
ELBO: -19008.0: 48%|####7 | 4773/10000 [04:56<05:46, 15.08it/s]
ELBO: -18947.2: 48%|####7 | 4774/10000 [04:56<05:46, 15.08it/s]
ELBO: -18947.2: 48%|####7 | 4775/10000 [04:56<05:14, 16.63it/s]
ELBO: -18955.2: 48%|####7 | 4775/10000 [04:56<05:14, 16.63it/s]
ELBO: -18940.7: 48%|####7 | 4776/10000 [04:56<05:14, 16.63it/s]
ELBO: -18940.7: 48%|####7 | 4777/10000 [04:56<05:43, 15.19it/s]
ELBO: -18917.8: 48%|####7 | 4777/10000 [04:56<05:43, 15.19it/s]
ELBO: -19025.3: 48%|####7 | 4778/10000 [04:56<05:43, 15.19it/s]
ELBO: -18898.8: 48%|####7 | 4779/10000 [04:56<05:43, 15.19it/s]
ELBO: -18898.8: 48%|####7 | 4780/10000 [04:56<05:53, 14.76it/s]
ELBO: -18857.7: 48%|####7 | 4780/10000 [04:57<05:53, 14.76it/s]
ELBO: -18938.4: 48%|####7 | 4781/10000 [04:57<05:53, 14.76it/s]
ELBO: -18944.8: 48%|####7 | 4782/10000 [04:57<05:53, 14.76it/s]
ELBO: -18944.8: 48%|####7 | 4783/10000 [04:57<05:19, 16.33it/s]
ELBO: -18907.8: 48%|####7 | 4783/10000 [04:57<05:19, 16.33it/s]
ELBO: -18918.2: 48%|####7 | 4784/10000 [04:57<05:19, 16.33it/s]
ELBO: -18918.2: 48%|####7 | 4785/10000 [04:57<05:44, 15.12it/s]
ELBO: -18968.4: 48%|####7 | 4785/10000 [04:57<05:44, 15.12it/s]
ELBO: -18922.3: 48%|####7 | 4786/10000 [04:57<05:44, 15.12it/s]
ELBO: -18885.5: 48%|####7 | 4787/10000 [04:57<05:44, 15.12it/s]
ELBO: -18885.5: 48%|####7 | 4788/10000 [04:57<05:12, 16.67it/s]
ELBO: -18959.7: 48%|####7 | 4788/10000 [04:57<05:12, 16.67it/s]
ELBO: -18935.6: 48%|####7 | 4789/10000 [04:57<05:12, 16.67it/s]
ELBO: -18935.6: 48%|####7 | 4790/10000 [04:57<05:42, 15.20it/s]
ELBO: -18985.8: 48%|####7 | 4790/10000 [04:57<05:42, 15.20it/s]
ELBO: -18864.9: 48%|####7 | 4791/10000 [04:57<05:42, 15.20it/s]
ELBO: -18931.9: 48%|####7 | 4792/10000 [04:57<05:42, 15.20it/s]
ELBO: -18931.9: 48%|####7 | 4793/10000 [04:57<05:10, 16.77it/s]
ELBO: -18876.9: 48%|####7 | 4793/10000 [04:57<05:10, 16.77it/s]
ELBO: -18966.0: 48%|####7 | 4794/10000 [04:57<05:10, 16.77it/s]
ELBO: -18966.0: 48%|####7 | 4795/10000 [04:57<05:40, 15.30it/s]
ELBO: -18915.5: 48%|####7 | 4795/10000 [04:57<05:40, 15.30it/s]
ELBO: -18907.0: 48%|####7 | 4796/10000 [04:58<05:40, 15.30it/s]
ELBO: -18912.0: 48%|####7 | 4797/10000 [04:58<05:40, 15.30it/s]
ELBO: -18912.0: 48%|####7 | 4798/10000 [04:58<05:52, 14.75it/s]
ELBO: -18916.7: 48%|####7 | 4798/10000 [04:58<05:52, 14.75it/s]
ELBO: -18986.7: 48%|####7 | 4799/10000 [04:58<05:52, 14.75it/s]
ELBO: -18918.5: 48%|####8 | 4800/10000 [04:58<05:52, 14.75it/s]
ELBO: -18918.5: 48%|####8 | 4801/10000 [04:58<05:19, 16.27it/s]
ELBO: -18980.2: 48%|####8 | 4801/10000 [04:58<05:19, 16.27it/s]
ELBO: -18913.3: 48%|####8 | 4802/10000 [04:58<05:19, 16.27it/s]
ELBO: -18913.3: 48%|####8 | 4803/10000 [04:58<05:46, 15.00it/s]
ELBO: -18915.6: 48%|####8 | 4803/10000 [04:58<05:46, 15.00it/s]
ELBO: -18898.4: 48%|####8 | 4804/10000 [04:58<05:46, 15.00it/s]
ELBO: -18828.1: 48%|####8 | 4805/10000 [04:58<05:46, 15.00it/s]
ELBO: -18828.1: 48%|####8 | 4806/10000 [04:58<05:13, 16.58it/s]
ELBO: -18890.1: 48%|####8 | 4806/10000 [04:58<05:13, 16.58it/s]
ELBO: -18980.4: 48%|####8 | 4807/10000 [04:58<05:13, 16.58it/s]
ELBO: -18980.4: 48%|####8 | 4808/10000 [04:58<05:41, 15.19it/s]
ELBO: -18891.8: 48%|####8 | 4808/10000 [04:58<05:41, 15.19it/s]
ELBO: -18884.3: 48%|####8 | 4809/10000 [04:58<05:41, 15.19it/s]
ELBO: -18928.3: 48%|####8 | 4810/10000 [04:58<05:41, 15.19it/s]
ELBO: -18928.3: 48%|####8 | 4811/10000 [04:58<05:09, 16.78it/s]
ELBO: -18904.4: 48%|####8 | 4811/10000 [04:59<05:09, 16.78it/s]
ELBO: -18886.8: 48%|####8 | 4812/10000 [04:59<05:09, 16.78it/s]
ELBO: -18886.8: 48%|####8 | 4813/10000 [04:59<05:38, 15.33it/s]
ELBO: -18942.9: 48%|####8 | 4813/10000 [04:59<05:38, 15.33it/s]
ELBO: -18954.2: 48%|####8 | 4814/10000 [04:59<05:38, 15.33it/s]
ELBO: -18905.3: 48%|####8 | 4815/10000 [04:59<05:38, 15.33it/s]
ELBO: -18905.3: 48%|####8 | 4816/10000 [04:59<05:48, 14.88it/s]
ELBO: -18992.9: 48%|####8 | 4816/10000 [04:59<05:48, 14.88it/s]
ELBO: -18924.8: 48%|####8 | 4817/10000 [04:59<05:48, 14.88it/s]
ELBO: -18941.4: 48%|####8 | 4818/10000 [04:59<05:48, 14.88it/s]
ELBO: -18941.4: 48%|####8 | 4819/10000 [04:59<05:15, 16.41it/s]
ELBO: -18991.6: 48%|####8 | 4819/10000 [04:59<05:15, 16.41it/s]
ELBO: -18927.9: 48%|####8 | 4820/10000 [04:59<05:15, 16.41it/s]
ELBO: -18927.9: 48%|####8 | 4821/10000 [04:59<05:42, 15.11it/s]
ELBO: -18935.1: 48%|####8 | 4821/10000 [04:59<05:42, 15.11it/s]
ELBO: -18967.7: 48%|####8 | 4822/10000 [04:59<05:42, 15.11it/s]
ELBO: -18867.7: 48%|####8 | 4823/10000 [04:59<05:42, 15.11it/s]
ELBO: -18867.7: 48%|####8 | 4824/10000 [04:59<05:10, 16.67it/s]
ELBO: -18920.2: 48%|####8 | 4824/10000 [04:59<05:10, 16.67it/s]
ELBO: -18975.6: 48%|####8 | 4825/10000 [04:59<05:10, 16.67it/s]
ELBO: -18975.6: 48%|####8 | 4826/10000 [04:59<05:40, 15.21it/s]
ELBO: -18889.0: 48%|####8 | 4826/10000 [04:59<05:40, 15.21it/s]
ELBO: -18902.1: 48%|####8 | 4827/10000 [05:00<05:40, 15.21it/s]
ELBO: -18938.5: 48%|####8 | 4828/10000 [05:00<05:40, 15.21it/s]
ELBO: -18938.5: 48%|####8 | 4829/10000 [05:00<05:09, 16.70it/s]
ELBO: -18928.7: 48%|####8 | 4829/10000 [05:00<05:09, 16.70it/s]
ELBO: -18912.2: 48%|####8 | 4830/10000 [05:00<05:09, 16.70it/s]
ELBO: -18912.2: 48%|####8 | 4831/10000 [05:00<05:39, 15.23it/s]
ELBO: -18986.1: 48%|####8 | 4831/10000 [05:00<05:39, 15.23it/s]
ELBO: -18912.8: 48%|####8 | 4832/10000 [05:00<05:39, 15.23it/s]
ELBO: -18922.2: 48%|####8 | 4833/10000 [05:00<05:39, 15.23it/s]
ELBO: -18922.2: 48%|####8 | 4834/10000 [05:00<05:49, 14.80it/s]
ELBO: -18950.4: 48%|####8 | 4834/10000 [05:00<05:49, 14.80it/s]
ELBO: -18903.6: 48%|####8 | 4835/10000 [05:00<05:48, 14.80it/s]
ELBO: -18862.0: 48%|####8 | 4836/10000 [05:00<05:48, 14.80it/s]
ELBO: -18862.0: 48%|####8 | 4837/10000 [05:00<05:15, 16.37it/s]
ELBO: -18938.9: 48%|####8 | 4837/10000 [05:00<05:15, 16.37it/s]
ELBO: -18859.9: 48%|####8 | 4838/10000 [05:00<05:15, 16.37it/s]
ELBO: -18859.9: 48%|####8 | 4839/10000 [05:00<05:41, 15.13it/s]
ELBO: -18907.9: 48%|####8 | 4839/10000 [05:00<05:41, 15.13it/s]
ELBO: -18853.6: 48%|####8 | 4840/10000 [05:00<05:41, 15.13it/s]
ELBO: -18904.4: 48%|####8 | 4841/10000 [05:00<05:40, 15.13it/s]
ELBO: -18904.4: 48%|####8 | 4842/10000 [05:00<05:08, 16.71it/s]
ELBO: -18926.8: 48%|####8 | 4842/10000 [05:01<05:08, 16.71it/s]
ELBO: -18866.6: 48%|####8 | 4843/10000 [05:01<05:08, 16.71it/s]
ELBO: -18866.6: 48%|####8 | 4844/10000 [05:01<05:38, 15.22it/s]
ELBO: -18876.9: 48%|####8 | 4844/10000 [05:01<05:38, 15.22it/s]
ELBO: -18887.4: 48%|####8 | 4845/10000 [05:01<05:38, 15.22it/s]
ELBO: -18918.8: 48%|####8 | 4846/10000 [05:01<05:38, 15.22it/s]
ELBO: -18918.8: 48%|####8 | 4847/10000 [05:01<05:07, 16.78it/s]
ELBO: -18871.6: 48%|####8 | 4847/10000 [05:01<05:07, 16.78it/s]
ELBO: -18914.9: 48%|####8 | 4848/10000 [05:01<05:07, 16.78it/s]
ELBO: -18914.9: 48%|####8 | 4849/10000 [05:01<05:36, 15.32it/s]
ELBO: -18948.3: 48%|####8 | 4849/10000 [05:01<05:36, 15.32it/s]
ELBO: -18873.7: 48%|####8 | 4850/10000 [05:01<05:36, 15.32it/s]
ELBO: -18882.4: 49%|####8 | 4851/10000 [05:01<05:36, 15.32it/s]
ELBO: -18882.4: 49%|####8 | 4852/10000 [05:01<05:47, 14.80it/s]
ELBO: -18866.3: 49%|####8 | 4852/10000 [05:01<05:47, 14.80it/s]
ELBO: -18919.3: 49%|####8 | 4853/10000 [05:01<05:47, 14.80it/s]
ELBO: -18832.3: 49%|####8 | 4854/10000 [05:01<05:47, 14.80it/s]
ELBO: -18832.3: 49%|####8 | 4855/10000 [05:01<05:15, 16.32it/s]
ELBO: -18912.2: 49%|####8 | 4855/10000 [05:01<05:15, 16.32it/s]
ELBO: -18887.0: 49%|####8 | 4856/10000 [05:01<05:15, 16.32it/s]
ELBO: -18887.0: 49%|####8 | 4857/10000 [05:01<05:42, 15.04it/s]
ELBO: -18860.8: 49%|####8 | 4857/10000 [05:01<05:42, 15.04it/s]
ELBO: -18882.1: 49%|####8 | 4860/10000 [05:01<05:41, 15.04it/s]
ELBO: -18945.9: 49%|####8 | 4861/10000 [05:02<05:41, 15.04it/s]
ELBO: -18945.9: 49%|####8 | 4862/10000 [05:02<04:14, 20.22it/s]
ELBO: -18905.8: 49%|####8 | 4862/10000 [05:02<04:14, 20.22it/s]
ELBO: -18932.9: 49%|####8 | 4863/10000 [05:02<04:14, 20.22it/s]
ELBO: -18906.2: 49%|####8 | 4864/10000 [05:02<04:13, 20.22it/s]
ELBO: -18906.2: 49%|####8 | 4865/10000 [05:02<04:47, 17.85it/s]
ELBO: -18909.9: 49%|####8 | 4865/10000 [05:02<04:47, 17.85it/s]
ELBO: -18909.0: 49%|####8 | 4866/10000 [05:02<04:47, 17.85it/s]
ELBO: -18874.8: 49%|####8 | 4867/10000 [05:02<04:47, 17.85it/s]
ELBO: -18874.8: 49%|####8 | 4868/10000 [05:02<05:11, 16.49it/s]
ELBO: -18913.1: 49%|####8 | 4868/10000 [05:02<05:11, 16.49it/s]
ELBO: -18862.1: 49%|####8 | 4869/10000 [05:02<05:11, 16.49it/s]
ELBO: -18924.4: 49%|####8 | 4870/10000 [05:02<05:11, 16.49it/s]
ELBO: -18924.4: 49%|####8 | 4871/10000 [05:02<04:51, 17.57it/s]
ELBO: -18882.0: 49%|####8 | 4871/10000 [05:02<04:51, 17.57it/s]
ELBO: -18920.1: 49%|####8 | 4872/10000 [05:02<04:51, 17.57it/s]
ELBO: -18920.1: 49%|####8 | 4873/10000 [05:02<05:20, 15.98it/s]
ELBO: -18902.5: 49%|####8 | 4873/10000 [05:02<05:20, 15.98it/s]
ELBO: -18871.8: 49%|####8 | 4874/10000 [05:02<05:20, 15.98it/s]
ELBO: -18891.4: 49%|####8 | 4875/10000 [05:02<05:20, 15.98it/s]
ELBO: -18891.4: 49%|####8 | 4876/10000 [05:02<04:57, 17.24it/s]
ELBO: -18905.3: 49%|####8 | 4876/10000 [05:03<04:57, 17.24it/s]
ELBO: -18890.9: 49%|####8 | 4877/10000 [05:03<04:57, 17.24it/s]
ELBO: -18890.9: 49%|####8 | 4878/10000 [05:03<05:27, 15.65it/s]
ELBO: -18906.7: 49%|####8 | 4878/10000 [05:03<05:27, 15.65it/s]
ELBO: -18849.1: 49%|####8 | 4879/10000 [05:03<05:27, 15.65it/s]
ELBO: -18885.5: 49%|####8 | 4880/10000 [05:03<05:27, 15.65it/s]
ELBO: -18885.5: 49%|####8 | 4881/10000 [05:03<05:40, 15.04it/s]
ELBO: -18870.7: 49%|####8 | 4881/10000 [05:03<05:40, 15.04it/s]
ELBO: -18880.9: 49%|####8 | 4882/10000 [05:03<05:40, 15.04it/s]
ELBO: -18880.9: 49%|####8 | 4883/10000 [05:03<05:20, 15.97it/s]
ELBO: -18946.0: 49%|####8 | 4883/10000 [05:03<05:20, 15.97it/s]
ELBO: -18866.0: 49%|####8 | 4884/10000 [05:03<05:20, 15.97it/s]
ELBO: -18873.5: 49%|####8 | 4885/10000 [05:03<05:20, 15.97it/s]
ELBO: -18873.5: 49%|####8 | 4886/10000 [05:03<05:36, 15.21it/s]
ELBO: -18911.1: 49%|####8 | 4886/10000 [05:03<05:36, 15.21it/s]
ELBO: -18896.2: 49%|####8 | 4887/10000 [05:03<05:36, 15.21it/s]
ELBO: -18917.9: 49%|####8 | 4888/10000 [05:03<05:36, 15.21it/s]
ELBO: -18917.9: 49%|####8 | 4889/10000 [05:03<05:06, 16.66it/s]
ELBO: -18918.9: 49%|####8 | 4889/10000 [05:03<05:06, 16.66it/s]
ELBO: -18902.6: 49%|####8 | 4890/10000 [05:03<05:06, 16.66it/s]
ELBO: -18902.6: 49%|####8 | 4891/10000 [05:03<05:35, 15.24it/s]
ELBO: -18852.7: 49%|####8 | 4891/10000 [05:03<05:35, 15.24it/s]
ELBO: -18871.3: 49%|####8 | 4892/10000 [05:04<05:35, 15.24it/s]
ELBO: -18871.9: 49%|####8 | 4893/10000 [05:04<05:35, 15.24it/s]
ELBO: -18871.9: 49%|####8 | 4894/10000 [05:04<05:05, 16.71it/s]
ELBO: -18868.8: 49%|####8 | 4894/10000 [05:04<05:05, 16.71it/s]
ELBO: -18867.3: 49%|####8 | 4895/10000 [05:04<05:05, 16.71it/s]
ELBO: -18867.3: 49%|####8 | 4896/10000 [05:04<05:34, 15.27it/s]
ELBO: -18872.8: 49%|####8 | 4896/10000 [05:04<05:34, 15.27it/s]
ELBO: -18886.2: 49%|####8 | 4897/10000 [05:04<05:34, 15.27it/s]
ELBO: -18868.3: 49%|####8 | 4898/10000 [05:04<05:34, 15.27it/s]
ELBO: -18868.3: 49%|####8 | 4899/10000 [05:04<05:44, 14.82it/s]
ELBO: -18955.3: 49%|####8 | 4899/10000 [05:04<05:44, 14.82it/s]
ELBO: -18899.7: 49%|####9 | 4900/10000 [05:04<05:44, 14.82it/s]
ELBO: -18888.2: 49%|####9 | 4901/10000 [05:04<05:44, 14.82it/s]
ELBO: -18888.2: 49%|####9 | 4902/10000 [05:04<05:11, 16.36it/s]
ELBO: -18879.8: 49%|####9 | 4902/10000 [05:04<05:11, 16.36it/s]
ELBO: -18854.6: 49%|####9 | 4903/10000 [05:04<05:11, 16.36it/s]
ELBO: -18854.6: 49%|####9 | 4904/10000 [05:04<05:38, 15.04it/s]
ELBO: -18927.5: 49%|####9 | 4904/10000 [05:04<05:38, 15.04it/s]
ELBO: -18843.6: 49%|####9 | 4905/10000 [05:04<05:38, 15.04it/s]
ELBO: -18858.6: 49%|####9 | 4906/10000 [05:04<05:38, 15.04it/s]
ELBO: -18858.6: 49%|####9 | 4907/10000 [05:04<05:07, 16.57it/s]
ELBO: -18826.9: 49%|####9 | 4907/10000 [05:05<05:07, 16.57it/s]
ELBO: -18923.2: 49%|####9 | 4908/10000 [05:05<05:07, 16.57it/s]
ELBO: -18923.2: 49%|####9 | 4909/10000 [05:05<05:36, 15.12it/s]
ELBO: -18966.5: 49%|####9 | 4909/10000 [05:05<05:36, 15.12it/s]
ELBO: -18856.3: 49%|####9 | 4910/10000 [05:05<05:36, 15.12it/s]
ELBO: -18893.8: 49%|####9 | 4911/10000 [05:05<05:36, 15.12it/s]
ELBO: -18893.8: 49%|####9 | 4912/10000 [05:05<05:05, 16.67it/s]
ELBO: -18904.2: 49%|####9 | 4912/10000 [05:05<05:05, 16.67it/s]
ELBO: -18886.4: 49%|####9 | 4913/10000 [05:05<05:05, 16.67it/s]
ELBO: -18886.4: 49%|####9 | 4914/10000 [05:05<05:33, 15.26it/s]
ELBO: -18848.2: 49%|####9 | 4914/10000 [05:05<05:33, 15.26it/s]
ELBO: -18843.9: 49%|####9 | 4915/10000 [05:05<05:33, 15.26it/s]
ELBO: -18864.0: 49%|####9 | 4916/10000 [05:05<05:33, 15.26it/s]
ELBO: -18864.0: 49%|####9 | 4917/10000 [05:05<05:45, 14.73it/s]
ELBO: -18862.6: 49%|####9 | 4917/10000 [05:05<05:45, 14.73it/s]
ELBO: -18868.3: 49%|####9 | 4918/10000 [05:05<05:44, 14.73it/s]
ELBO: -18905.7: 49%|####9 | 4919/10000 [05:05<05:44, 14.73it/s]
ELBO: -18905.7: 49%|####9 | 4920/10000 [05:05<05:12, 16.28it/s]
ELBO: -18875.5: 49%|####9 | 4920/10000 [05:05<05:12, 16.28it/s]
ELBO: -18925.8: 49%|####9 | 4921/10000 [05:05<05:12, 16.28it/s]
ELBO: -18925.8: 49%|####9 | 4922/10000 [05:05<05:38, 15.02it/s]
ELBO: -18922.7: 49%|####9 | 4922/10000 [05:05<05:38, 15.02it/s]
ELBO: -18899.1: 49%|####9 | 4923/10000 [05:06<05:37, 15.02it/s]
ELBO: -18922.3: 49%|####9 | 4924/10000 [05:06<05:37, 15.02it/s]
ELBO: -18922.3: 49%|####9 | 4925/10000 [05:06<05:06, 16.55it/s]
ELBO: -18877.4: 49%|####9 | 4925/10000 [05:06<05:06, 16.55it/s]
ELBO: -18850.5: 49%|####9 | 4926/10000 [05:06<05:06, 16.55it/s]
ELBO: -18850.5: 49%|####9 | 4927/10000 [05:06<05:35, 15.11it/s]
ELBO: -18976.3: 49%|####9 | 4927/10000 [05:06<05:35, 15.11it/s]
ELBO: -18869.8: 49%|####9 | 4928/10000 [05:06<05:35, 15.11it/s]
ELBO: -18853.0: 49%|####9 | 4929/10000 [05:06<05:35, 15.11it/s]
ELBO: -18853.0: 49%|####9 | 4930/10000 [05:06<05:04, 16.66it/s]
ELBO: -18859.1: 49%|####9 | 4930/10000 [05:06<05:04, 16.66it/s]
ELBO: -18883.6: 49%|####9 | 4931/10000 [05:06<05:04, 16.66it/s]
ELBO: -18883.6: 49%|####9 | 4932/10000 [05:06<05:33, 15.18it/s]
ELBO: -18888.4: 49%|####9 | 4932/10000 [05:06<05:33, 15.18it/s]
ELBO: -18864.9: 49%|####9 | 4933/10000 [05:06<05:33, 15.18it/s]
ELBO: -18911.8: 49%|####9 | 4934/10000 [05:06<05:33, 15.18it/s]
ELBO: -18911.8: 49%|####9 | 4935/10000 [05:06<05:43, 14.74it/s]
ELBO: -18825.6: 49%|####9 | 4935/10000 [05:06<05:43, 14.74it/s]
ELBO: -18827.9: 49%|####9 | 4936/10000 [05:06<05:43, 14.74it/s]
ELBO: -18863.4: 49%|####9 | 4937/10000 [05:06<05:43, 14.74it/s]
ELBO: -18863.4: 49%|####9 | 4938/10000 [05:06<05:10, 16.30it/s]
ELBO: -18877.4: 49%|####9 | 4938/10000 [05:06<05:10, 16.30it/s]
ELBO: -18913.2: 49%|####9 | 4939/10000 [05:07<05:10, 16.30it/s]
ELBO: -18913.2: 49%|####9 | 4940/10000 [05:07<05:36, 15.02it/s]
ELBO: -18853.6: 49%|####9 | 4940/10000 [05:07<05:36, 15.02it/s]
ELBO: -18899.7: 49%|####9 | 4941/10000 [05:07<05:36, 15.02it/s]
ELBO: -18845.4: 49%|####9 | 4942/10000 [05:07<05:36, 15.02it/s]
ELBO: -18845.4: 49%|####9 | 4943/10000 [05:07<05:04, 16.58it/s]
ELBO: -18835.3: 49%|####9 | 4943/10000 [05:07<05:04, 16.58it/s]
ELBO: -18853.7: 49%|####9 | 4944/10000 [05:07<05:04, 16.58it/s]
ELBO: -18853.7: 49%|####9 | 4945/10000 [05:07<05:33, 15.18it/s]
ELBO: -18864.4: 49%|####9 | 4945/10000 [05:07<05:33, 15.18it/s]
ELBO: -18885.7: 49%|####9 | 4946/10000 [05:07<05:32, 15.18it/s]
ELBO: -18803.7: 49%|####9 | 4947/10000 [05:07<05:32, 15.18it/s]
ELBO: -18803.7: 49%|####9 | 4948/10000 [05:07<05:02, 16.69it/s]
ELBO: -18841.8: 49%|####9 | 4948/10000 [05:07<05:02, 16.69it/s]
ELBO: -18895.7: 49%|####9 | 4949/10000 [05:07<05:02, 16.69it/s]
ELBO: -18895.7: 50%|####9 | 4950/10000 [05:07<05:31, 15.23it/s]
ELBO: -18863.9: 50%|####9 | 4950/10000 [05:07<05:31, 15.23it/s]
ELBO: -18850.6: 50%|####9 | 4951/10000 [05:07<05:31, 15.23it/s]
ELBO: -18829.9: 50%|####9 | 4952/10000 [05:07<05:31, 15.23it/s]
ELBO: -18829.9: 50%|####9 | 4953/10000 [05:07<05:43, 14.71it/s]
ELBO: -18878.0: 50%|####9 | 4953/10000 [05:07<05:43, 14.71it/s]
ELBO: -18851.1: 50%|####9 | 4954/10000 [05:08<05:42, 14.71it/s]
ELBO: -18836.3: 50%|####9 | 4955/10000 [05:08<05:42, 14.71it/s]
ELBO: -18836.3: 50%|####9 | 4956/10000 [05:08<05:09, 16.29it/s]
ELBO: -18825.7: 50%|####9 | 4956/10000 [05:08<05:09, 16.29it/s]
ELBO: -18847.8: 50%|####9 | 4957/10000 [05:08<05:09, 16.29it/s]
ELBO: -18847.8: 50%|####9 | 4958/10000 [05:08<05:34, 15.07it/s]
ELBO: -18857.1: 50%|####9 | 4958/10000 [05:08<05:34, 15.07it/s]
ELBO: -18857.8: 50%|####9 | 4959/10000 [05:08<05:34, 15.07it/s]
ELBO: -18846.0: 50%|####9 | 4960/10000 [05:08<05:34, 15.07it/s]
ELBO: -18846.0: 50%|####9 | 4961/10000 [05:08<05:02, 16.66it/s]
ELBO: -18801.6: 50%|####9 | 4961/10000 [05:08<05:02, 16.66it/s]
ELBO: -18909.0: 50%|####9 | 4962/10000 [05:08<05:02, 16.66it/s]
ELBO: -18909.0: 50%|####9 | 4963/10000 [05:08<05:31, 15.18it/s]
ELBO: -18873.7: 50%|####9 | 4963/10000 [05:08<05:31, 15.18it/s]
ELBO: -18874.7: 50%|####9 | 4964/10000 [05:08<05:31, 15.18it/s]
ELBO: -18829.8: 50%|####9 | 4965/10000 [05:08<05:31, 15.18it/s]
ELBO: -18829.8: 50%|####9 | 4966/10000 [05:08<05:01, 16.71it/s]
ELBO: -18898.2: 50%|####9 | 4966/10000 [05:08<05:01, 16.71it/s]
ELBO: -18856.6: 50%|####9 | 4967/10000 [05:08<05:01, 16.71it/s]
ELBO: -18856.6: 50%|####9 | 4968/10000 [05:08<05:30, 15.21it/s]
ELBO: -18791.4: 50%|####9 | 4968/10000 [05:08<05:30, 15.21it/s]
ELBO: -18900.5: 50%|####9 | 4969/10000 [05:08<05:30, 15.21it/s]
ELBO: -18801.3: 50%|####9 | 4970/10000 [05:09<05:30, 15.21it/s]
ELBO: -18801.3: 50%|####9 | 4971/10000 [05:09<05:41, 14.73it/s]
ELBO: -18887.5: 50%|####9 | 4971/10000 [05:09<05:41, 14.73it/s]
ELBO: -18879.7: 50%|####9 | 4972/10000 [05:09<05:41, 14.73it/s]
ELBO: -18835.9: 50%|####9 | 4973/10000 [05:09<05:41, 14.73it/s]
ELBO: -18835.9: 50%|####9 | 4974/10000 [05:09<05:08, 16.29it/s]
ELBO: -18860.8: 50%|####9 | 4974/10000 [05:09<05:08, 16.29it/s]
ELBO: -18850.5: 50%|####9 | 4975/10000 [05:09<05:08, 16.29it/s]
ELBO: -18850.5: 50%|####9 | 4976/10000 [05:09<05:34, 15.03it/s]
ELBO: -18881.5: 50%|####9 | 4976/10000 [05:09<05:34, 15.03it/s]
ELBO: -18836.0: 50%|####9 | 4977/10000 [05:09<05:34, 15.03it/s]
ELBO: -18868.0: 50%|####9 | 4978/10000 [05:09<05:34, 15.03it/s]
ELBO: -18868.0: 50%|####9 | 4979/10000 [05:09<05:02, 16.59it/s]
ELBO: -18872.7: 50%|####9 | 4979/10000 [05:09<05:02, 16.59it/s]
ELBO: -18807.0: 50%|####9 | 4980/10000 [05:09<05:02, 16.59it/s]
ELBO: -18807.0: 50%|####9 | 4981/10000 [05:09<05:33, 15.04it/s]
ELBO: -18801.4: 50%|####9 | 4981/10000 [05:09<05:33, 15.04it/s]
ELBO: -18805.7: 50%|####9 | 4982/10000 [05:09<05:33, 15.04it/s]
ELBO: -18856.0: 50%|####9 | 4983/10000 [05:09<05:33, 15.04it/s]
ELBO: -18856.0: 50%|####9 | 4984/10000 [05:09<05:02, 16.58it/s]
ELBO: -18827.5: 50%|####9 | 4984/10000 [05:09<05:02, 16.58it/s]
ELBO: -18791.6: 50%|####9 | 4985/10000 [05:10<05:02, 16.58it/s]
ELBO: -18791.6: 50%|####9 | 4986/10000 [05:10<05:31, 15.13it/s]
ELBO: -18912.3: 50%|####9 | 4986/10000 [05:10<05:31, 15.13it/s]
ELBO: -18871.6: 50%|####9 | 4987/10000 [05:10<05:31, 15.13it/s]
ELBO: -18821.9: 50%|####9 | 4988/10000 [05:10<05:31, 15.13it/s]
ELBO: -18821.9: 50%|####9 | 4989/10000 [05:10<05:41, 14.66it/s]
ELBO: -18800.9: 50%|####9 | 4989/10000 [05:10<05:41, 14.66it/s]
ELBO: -18824.7: 50%|####9 | 4990/10000 [05:10<05:41, 14.66it/s]
ELBO: -18867.8: 50%|####9 | 4991/10000 [05:10<05:41, 14.66it/s]
ELBO: -18867.8: 50%|####9 | 4992/10000 [05:10<05:08, 16.23it/s]
ELBO: -18881.1: 50%|####9 | 4992/10000 [05:10<05:08, 16.23it/s]
ELBO: -18879.3: 50%|####9 | 4993/10000 [05:10<05:08, 16.23it/s]
ELBO: -18879.3: 50%|####9 | 4994/10000 [05:10<05:38, 14.77it/s]
ELBO: -18912.3: 50%|####9 | 4994/10000 [05:10<05:38, 14.77it/s]
ELBO: -18847.6: 50%|####9 | 4995/10000 [05:10<05:38, 14.77it/s]
ELBO: -18840.2: 50%|####9 | 4996/10000 [05:10<05:38, 14.77it/s]
ELBO: -18840.2: 50%|####9 | 4997/10000 [05:10<05:05, 16.39it/s]
ELBO: -18830.6: 50%|####9 | 4997/10000 [05:10<05:05, 16.39it/s]
ELBO: -18830.6: 50%|##### | 5000/10000 [05:10<04:29, 18.53it/s]
ELBO: -18843.7: 50%|##### | 5000/10000 [05:10<04:29, 18.53it/s]
ELBO: -18820.2: 50%|##### | 5001/10000 [05:10<04:29, 18.53it/s]
ELBO: -18817.9: 50%|##### | 5002/10000 [05:10<04:29, 18.53it/s]
ELBO: -18817.9: 50%|##### | 5003/10000 [05:10<04:19, 19.23it/s]
ELBO: -18837.1: 50%|##### | 5003/10000 [05:10<04:19, 19.23it/s]
ELBO: -18836.4: 50%|##### | 5004/10000 [05:11<04:19, 19.23it/s]
ELBO: -18836.4: 50%|##### | 5005/10000 [05:11<04:55, 16.92it/s]
ELBO: -18924.3: 50%|##### | 5005/10000 [05:11<04:55, 16.92it/s]
ELBO: -18886.2: 50%|##### | 5006/10000 [05:11<04:55, 16.92it/s]
ELBO: -18831.3: 50%|##### | 5007/10000 [05:11<04:55, 16.92it/s]
ELBO: -18831.3: 50%|##### | 5008/10000 [05:11<04:37, 18.01it/s]
ELBO: -18798.9: 50%|##### | 5008/10000 [05:11<04:37, 18.01it/s]
ELBO: -18825.7: 50%|##### | 5009/10000 [05:11<04:37, 18.01it/s]
ELBO: -18825.7: 50%|##### | 5010/10000 [05:11<05:12, 15.96it/s]
ELBO: -18891.4: 50%|##### | 5010/10000 [05:11<05:12, 15.96it/s]
ELBO: -18865.1: 50%|##### | 5011/10000 [05:11<05:12, 15.96it/s]
ELBO: -18804.9: 50%|##### | 5012/10000 [05:11<05:12, 15.96it/s]
ELBO: -18804.9: 50%|##### | 5013/10000 [05:11<04:47, 17.37it/s]
ELBO: -18837.9: 50%|##### | 5013/10000 [05:11<04:47, 17.37it/s]
ELBO: -18907.5: 50%|##### | 5014/10000 [05:11<04:47, 17.37it/s]
ELBO: -18907.5: 50%|##### | 5015/10000 [05:11<05:18, 15.67it/s]
ELBO: -18805.3: 50%|##### | 5015/10000 [05:11<05:18, 15.67it/s]
ELBO: -18774.5: 50%|##### | 5016/10000 [05:11<05:18, 15.67it/s]
ELBO: -18919.9: 50%|##### | 5017/10000 [05:11<05:18, 15.67it/s]
ELBO: -18919.9: 50%|##### | 5018/10000 [05:11<05:32, 14.98it/s]
ELBO: -18829.5: 50%|##### | 5018/10000 [05:11<05:32, 14.98it/s]
ELBO: -18793.8: 50%|##### | 5019/10000 [05:12<05:32, 14.98it/s]
ELBO: -18804.9: 50%|##### | 5020/10000 [05:12<05:32, 14.98it/s]
ELBO: -18804.9: 50%|##### | 5021/10000 [05:12<05:01, 16.50it/s]
ELBO: -18834.7: 50%|##### | 5021/10000 [05:12<05:01, 16.50it/s]
ELBO: -18810.4: 50%|##### | 5022/10000 [05:12<05:01, 16.50it/s]
ELBO: -18810.4: 50%|##### | 5023/10000 [05:12<05:28, 15.17it/s]
ELBO: -18849.0: 50%|##### | 5023/10000 [05:12<05:28, 15.17it/s]
ELBO: -18824.4: 50%|##### | 5024/10000 [05:12<05:27, 15.17it/s]
ELBO: -18921.1: 50%|##### | 5025/10000 [05:12<05:27, 15.17it/s]
ELBO: -18921.1: 50%|##### | 5026/10000 [05:12<04:57, 16.73it/s]
ELBO: -18806.5: 50%|##### | 5026/10000 [05:12<04:57, 16.73it/s]
ELBO: -18773.8: 50%|##### | 5027/10000 [05:12<04:57, 16.73it/s]
ELBO: -18773.8: 50%|##### | 5028/10000 [05:12<05:25, 15.28it/s]
ELBO: -18854.5: 50%|##### | 5028/10000 [05:12<05:25, 15.28it/s]
ELBO: -18811.8: 50%|##### | 5029/10000 [05:12<05:25, 15.28it/s]
ELBO: -18810.5: 50%|##### | 5030/10000 [05:12<05:25, 15.28it/s]
ELBO: -18810.5: 50%|##### | 5031/10000 [05:12<04:55, 16.84it/s]
ELBO: -18821.6: 50%|##### | 5031/10000 [05:12<04:55, 16.84it/s]
ELBO: -18865.9: 50%|##### | 5032/10000 [05:12<04:55, 16.84it/s]
ELBO: -18865.9: 50%|##### | 5033/10000 [05:12<05:22, 15.38it/s]
ELBO: -18875.8: 50%|##### | 5033/10000 [05:12<05:22, 15.38it/s]
ELBO: -18868.8: 50%|##### | 5034/10000 [05:12<05:22, 15.38it/s]
ELBO: -18850.2: 50%|##### | 5035/10000 [05:13<05:22, 15.38it/s]
ELBO: -18850.2: 50%|##### | 5036/10000 [05:13<05:33, 14.87it/s]
ELBO: -18875.6: 50%|##### | 5036/10000 [05:13<05:33, 14.87it/s]
ELBO: -18866.1: 50%|##### | 5037/10000 [05:13<05:33, 14.87it/s]
ELBO: -18826.9: 50%|##### | 5038/10000 [05:13<05:33, 14.87it/s]
ELBO: -18826.9: 50%|##### | 5039/10000 [05:13<05:02, 16.41it/s]
ELBO: -18811.4: 50%|##### | 5039/10000 [05:13<05:02, 16.41it/s]
ELBO: -18831.0: 50%|##### | 5040/10000 [05:13<05:02, 16.41it/s]
ELBO: -18831.0: 50%|##### | 5041/10000 [05:13<05:27, 15.16it/s]
ELBO: -18814.9: 50%|##### | 5041/10000 [05:13<05:27, 15.16it/s]
ELBO: -18809.6: 50%|##### | 5042/10000 [05:13<05:27, 15.16it/s]
ELBO: -18772.1: 50%|##### | 5043/10000 [05:13<05:27, 15.16it/s]
ELBO: -18772.1: 50%|##### | 5044/10000 [05:13<04:57, 16.67it/s]
ELBO: -18863.6: 50%|##### | 5044/10000 [05:13<04:57, 16.67it/s]
ELBO: -18829.4: 50%|##### | 5045/10000 [05:13<04:57, 16.67it/s]
ELBO: -18829.4: 50%|##### | 5046/10000 [05:13<05:26, 15.17it/s]
ELBO: -18809.8: 50%|##### | 5046/10000 [05:13<05:26, 15.17it/s]
ELBO: -18859.2: 50%|##### | 5047/10000 [05:13<05:26, 15.17it/s]
ELBO: -18806.0: 50%|##### | 5048/10000 [05:13<05:26, 15.17it/s]
ELBO: -18806.0: 50%|##### | 5049/10000 [05:13<04:56, 16.69it/s]
ELBO: -18902.4: 50%|##### | 5049/10000 [05:13<04:56, 16.69it/s]
ELBO: -18816.7: 50%|##### | 5050/10000 [05:14<04:56, 16.69it/s]
ELBO: -18816.7: 51%|##### | 5051/10000 [05:14<05:24, 15.26it/s]
ELBO: -18830.0: 51%|##### | 5051/10000 [05:14<05:24, 15.26it/s]
ELBO: -18871.8: 51%|##### | 5052/10000 [05:14<05:24, 15.26it/s]
ELBO: -18857.8: 51%|##### | 5053/10000 [05:14<05:24, 15.26it/s]
ELBO: -18857.8: 51%|##### | 5054/10000 [05:14<05:35, 14.73it/s]
ELBO: -18849.1: 51%|##### | 5054/10000 [05:14<05:35, 14.73it/s]
ELBO: -18819.4: 51%|##### | 5055/10000 [05:14<05:35, 14.73it/s]
ELBO: -18768.2: 51%|##### | 5056/10000 [05:14<05:35, 14.73it/s]
ELBO: -18768.2: 51%|##### | 5057/10000 [05:14<05:03, 16.30it/s]
ELBO: -18851.8: 51%|##### | 5057/10000 [05:14<05:03, 16.30it/s]
ELBO: -18839.8: 51%|##### | 5058/10000 [05:14<05:03, 16.30it/s]
ELBO: -18839.8: 51%|##### | 5059/10000 [05:14<05:28, 15.06it/s]
ELBO: -18861.0: 51%|##### | 5059/10000 [05:14<05:28, 15.06it/s]
ELBO: -18854.4: 51%|##### | 5060/10000 [05:14<05:28, 15.06it/s]
ELBO: -18880.6: 51%|##### | 5061/10000 [05:14<05:27, 15.06it/s]
ELBO: -18880.6: 51%|##### | 5062/10000 [05:14<04:57, 16.59it/s]
ELBO: -18806.5: 51%|##### | 5062/10000 [05:14<04:57, 16.59it/s]
ELBO: -18767.6: 51%|##### | 5063/10000 [05:14<04:57, 16.59it/s]
ELBO: -18767.6: 51%|##### | 5064/10000 [05:14<05:25, 15.16it/s]
ELBO: -18852.3: 51%|##### | 5064/10000 [05:14<05:25, 15.16it/s]
ELBO: -18836.6: 51%|##### | 5065/10000 [05:14<05:25, 15.16it/s]
ELBO: -18837.7: 51%|##### | 5066/10000 [05:15<05:25, 15.16it/s]
ELBO: -18837.7: 51%|##### | 5067/10000 [05:15<04:55, 16.70it/s]
ELBO: -18814.7: 51%|##### | 5067/10000 [05:15<04:55, 16.70it/s]
ELBO: -18809.9: 51%|##### | 5068/10000 [05:15<04:55, 16.70it/s]
ELBO: -18809.9: 51%|##### | 5069/10000 [05:15<05:23, 15.26it/s]
ELBO: -18821.6: 51%|##### | 5069/10000 [05:15<05:23, 15.26it/s]
ELBO: -18845.3: 51%|##### | 5070/10000 [05:15<05:22, 15.26it/s]
ELBO: -18830.0: 51%|##### | 5071/10000 [05:15<05:22, 15.26it/s]
ELBO: -18830.0: 51%|##### | 5072/10000 [05:15<05:34, 14.72it/s]
ELBO: -18791.4: 51%|##### | 5072/10000 [05:15<05:34, 14.72it/s]
ELBO: -18794.2: 51%|##### | 5073/10000 [05:15<05:34, 14.72it/s]
ELBO: -18798.9: 51%|##### | 5074/10000 [05:15<05:34, 14.72it/s]
ELBO: -18798.9: 51%|##### | 5075/10000 [05:15<05:02, 16.27it/s]
ELBO: -18815.1: 51%|##### | 5075/10000 [05:15<05:02, 16.27it/s]
ELBO: -18819.2: 51%|##### | 5076/10000 [05:15<05:02, 16.27it/s]
ELBO: -18819.2: 51%|##### | 5077/10000 [05:15<05:28, 15.00it/s]
ELBO: -18809.0: 51%|##### | 5077/10000 [05:15<05:28, 15.00it/s]
ELBO: -18815.8: 51%|##### | 5078/10000 [05:15<05:28, 15.00it/s]
ELBO: -18753.1: 51%|##### | 5079/10000 [05:15<05:27, 15.00it/s]
ELBO: -18753.1: 51%|##### | 5080/10000 [05:15<04:56, 16.62it/s]
ELBO: -18771.2: 51%|##### | 5080/10000 [05:15<04:56, 16.62it/s]
ELBO: -18795.8: 51%|##### | 5081/10000 [05:16<04:55, 16.62it/s]
ELBO: -18795.8: 51%|##### | 5082/10000 [05:16<05:24, 15.17it/s]
ELBO: -18829.1: 51%|##### | 5082/10000 [05:16<05:24, 15.17it/s]
ELBO: -18838.8: 51%|##### | 5083/10000 [05:16<05:24, 15.17it/s]
ELBO: -18796.9: 51%|##### | 5084/10000 [05:16<05:23, 15.17it/s]
ELBO: -18796.9: 51%|##### | 5085/10000 [05:16<04:54, 16.71it/s]
ELBO: -18830.3: 51%|##### | 5085/10000 [05:16<04:54, 16.71it/s]
ELBO: -18808.3: 51%|##### | 5086/10000 [05:16<04:54, 16.71it/s]
ELBO: -18808.3: 51%|##### | 5087/10000 [05:16<05:21, 15.26it/s]
ELBO: -18794.9: 51%|##### | 5087/10000 [05:16<05:21, 15.26it/s]
ELBO: -18768.5: 51%|##### | 5088/10000 [05:16<05:21, 15.26it/s]
ELBO: -18783.6: 51%|##### | 5089/10000 [05:16<05:21, 15.26it/s]
ELBO: -18783.6: 51%|##### | 5090/10000 [05:16<05:32, 14.79it/s]
ELBO: -18849.9: 51%|##### | 5090/10000 [05:16<05:32, 14.79it/s]
ELBO: -18784.1: 51%|##### | 5091/10000 [05:16<05:31, 14.79it/s]
ELBO: -18757.8: 51%|##### | 5092/10000 [05:16<05:31, 14.79it/s]
ELBO: -18757.8: 51%|##### | 5093/10000 [05:16<05:00, 16.35it/s]
ELBO: -18757.2: 51%|##### | 5093/10000 [05:16<05:00, 16.35it/s]
ELBO: -18824.2: 51%|##### | 5094/10000 [05:16<05:00, 16.35it/s]
ELBO: -18824.2: 51%|##### | 5095/10000 [05:16<05:26, 15.04it/s]
ELBO: -18757.4: 51%|##### | 5095/10000 [05:16<05:26, 15.04it/s]
ELBO: -18843.5: 51%|##### | 5096/10000 [05:16<05:26, 15.04it/s]
ELBO: -18814.0: 51%|##### | 5097/10000 [05:16<05:26, 15.04it/s]
ELBO: -18814.0: 51%|##### | 5098/10000 [05:16<04:54, 16.62it/s]
ELBO: -18833.5: 51%|##### | 5098/10000 [05:17<04:54, 16.62it/s]
ELBO: -18777.2: 51%|##### | 5099/10000 [05:17<04:54, 16.62it/s]
ELBO: -18777.2: 51%|#####1 | 5100/10000 [05:17<05:22, 15.18it/s]
ELBO: -18810.1: 51%|#####1 | 5100/10000 [05:17<05:22, 15.18it/s]
ELBO: -18806.7: 51%|#####1 | 5101/10000 [05:17<05:22, 15.18it/s]
ELBO: -18850.3: 51%|#####1 | 5102/10000 [05:17<05:22, 15.18it/s]
ELBO: -18850.3: 51%|#####1 | 5103/10000 [05:17<04:52, 16.74it/s]
ELBO: -18788.2: 51%|#####1 | 5103/10000 [05:17<04:52, 16.74it/s]
ELBO: -18809.2: 51%|#####1 | 5104/10000 [05:17<04:52, 16.74it/s]
ELBO: -18809.2: 51%|#####1 | 5105/10000 [05:17<05:19, 15.33it/s]
ELBO: -18812.3: 51%|#####1 | 5105/10000 [05:17<05:19, 15.33it/s]
ELBO: -18764.0: 51%|#####1 | 5106/10000 [05:17<05:19, 15.33it/s]
ELBO: -18764.0: 51%|#####1 | 5107/10000 [05:17<05:01, 16.23it/s]
ELBO: -18770.7: 51%|#####1 | 5107/10000 [05:17<05:01, 16.23it/s]
ELBO: -18739.7: 51%|#####1 | 5108/10000 [05:17<05:01, 16.23it/s]
ELBO: -18739.7: 51%|#####1 | 5109/10000 [05:17<05:30, 14.81it/s]
ELBO: -18870.3: 51%|#####1 | 5109/10000 [05:17<05:30, 14.81it/s]
ELBO: -18779.8: 51%|#####1 | 5110/10000 [05:17<05:30, 14.81it/s]
ELBO: -18773.8: 51%|#####1 | 5111/10000 [05:17<05:30, 14.81it/s]
ELBO: -18773.8: 51%|#####1 | 5112/10000 [05:17<04:54, 16.58it/s]
ELBO: -18763.6: 51%|#####1 | 5112/10000 [05:17<04:54, 16.58it/s]
ELBO: -18760.0: 51%|#####1 | 5113/10000 [05:18<04:54, 16.58it/s]
ELBO: -18760.0: 51%|#####1 | 5114/10000 [05:18<05:23, 15.12it/s]
ELBO: -18751.3: 51%|#####1 | 5114/10000 [05:18<05:23, 15.12it/s]
ELBO: -18788.7: 51%|#####1 | 5115/10000 [05:18<05:22, 15.12it/s]
ELBO: -18762.0: 51%|#####1 | 5116/10000 [05:18<05:22, 15.12it/s]
ELBO: -18762.0: 51%|#####1 | 5117/10000 [05:18<05:33, 14.65it/s]
ELBO: -18775.1: 51%|#####1 | 5117/10000 [05:18<05:33, 14.65it/s]
ELBO: -18796.7: 51%|#####1 | 5118/10000 [05:18<05:33, 14.65it/s]
ELBO: -18801.1: 51%|#####1 | 5119/10000 [05:18<05:33, 14.65it/s]
ELBO: -18801.1: 51%|#####1 | 5120/10000 [05:18<05:00, 16.24it/s]
ELBO: -18800.5: 51%|#####1 | 5120/10000 [05:18<05:00, 16.24it/s]
ELBO: -18748.4: 51%|#####1 | 5121/10000 [05:18<05:00, 16.24it/s]
ELBO: -18748.4: 51%|#####1 | 5122/10000 [05:18<05:26, 14.95it/s]
ELBO: -18884.7: 51%|#####1 | 5122/10000 [05:18<05:26, 14.95it/s]
ELBO: -18757.6: 51%|#####1 | 5123/10000 [05:18<05:26, 14.95it/s]
ELBO: -18790.8: 51%|#####1 | 5124/10000 [05:18<05:26, 14.95it/s]
ELBO: -18790.8: 51%|#####1 | 5125/10000 [05:18<04:56, 16.46it/s]
ELBO: -18740.3: 51%|#####1 | 5125/10000 [05:18<04:56, 16.46it/s]
ELBO: -18768.2: 51%|#####1 | 5126/10000 [05:18<04:56, 16.46it/s]
ELBO: -18768.2: 51%|#####1 | 5127/10000 [05:18<05:23, 15.05it/s]
ELBO: -18768.8: 51%|#####1 | 5127/10000 [05:18<05:23, 15.05it/s]
ELBO: -18822.4: 51%|#####1 | 5128/10000 [05:18<05:23, 15.05it/s]
ELBO: -18815.6: 51%|#####1 | 5129/10000 [05:19<05:23, 15.05it/s]
ELBO: -18815.6: 51%|#####1 | 5130/10000 [05:19<04:52, 16.65it/s]
ELBO: -18854.1: 51%|#####1 | 5130/10000 [05:19<04:52, 16.65it/s]
ELBO: -18844.2: 51%|#####1 | 5131/10000 [05:19<04:52, 16.65it/s]
ELBO: -18844.2: 51%|#####1 | 5132/10000 [05:19<05:20, 15.17it/s]
ELBO: -18843.8: 51%|#####1 | 5132/10000 [05:19<05:20, 15.17it/s]
ELBO: -18799.3: 51%|#####1 | 5133/10000 [05:19<05:20, 15.17it/s]
ELBO: -18782.3: 51%|#####1 | 5134/10000 [05:19<05:20, 15.17it/s]
ELBO: -18782.3: 51%|#####1 | 5135/10000 [05:19<05:32, 14.63it/s]
ELBO: -18814.6: 51%|#####1 | 5135/10000 [05:19<05:32, 14.63it/s]
ELBO: -18811.9: 51%|#####1 | 5136/10000 [05:19<05:32, 14.63it/s]
ELBO: -18751.9: 51%|#####1 | 5137/10000 [05:19<05:32, 14.63it/s]
ELBO: -18751.9: 51%|#####1 | 5138/10000 [05:19<04:59, 16.24it/s]
ELBO: -18745.5: 51%|#####1 | 5138/10000 [05:19<04:59, 16.24it/s]
ELBO: -18828.9: 51%|#####1 | 5139/10000 [05:19<04:59, 16.24it/s]
ELBO: -18828.9: 51%|#####1 | 5140/10000 [05:19<05:25, 14.95it/s]
ELBO: -18783.0: 51%|#####1 | 5140/10000 [05:19<05:25, 14.95it/s]
ELBO: -18778.9: 51%|#####1 | 5141/10000 [05:19<05:24, 14.95it/s]
ELBO: -18792.8: 51%|#####1 | 5142/10000 [05:19<05:24, 14.95it/s]
ELBO: -18792.8: 51%|#####1 | 5143/10000 [05:19<04:54, 16.49it/s]
ELBO: -18781.1: 51%|#####1 | 5145/10000 [05:19<04:54, 16.49it/s]
ELBO: -18781.1: 51%|#####1 | 5146/10000 [05:19<04:21, 18.56it/s]
ELBO: -18776.1: 51%|#####1 | 5146/10000 [05:20<04:21, 18.56it/s]
ELBO: -18800.9: 51%|#####1 | 5147/10000 [05:20<04:21, 18.56it/s]
ELBO: -18752.7: 51%|#####1 | 5148/10000 [05:20<04:21, 18.56it/s]
ELBO: -18752.7: 51%|#####1 | 5149/10000 [05:20<04:12, 19.21it/s]
ELBO: -18778.5: 51%|#####1 | 5149/10000 [05:20<04:12, 19.21it/s]
ELBO: -18752.0: 52%|#####1 | 5150/10000 [05:20<04:12, 19.21it/s]
ELBO: -18752.0: 52%|#####1 | 5151/10000 [05:20<04:47, 16.89it/s]
ELBO: -18754.5: 52%|#####1 | 5151/10000 [05:20<04:47, 16.89it/s]
ELBO: -18740.2: 52%|#####1 | 5152/10000 [05:20<04:47, 16.89it/s]
ELBO: -18791.5: 52%|#####1 | 5153/10000 [05:20<04:47, 16.89it/s]
ELBO: -18791.5: 52%|#####1 | 5154/10000 [05:20<04:29, 18.01it/s]
ELBO: -18801.2: 52%|#####1 | 5154/10000 [05:20<04:29, 18.01it/s]
ELBO: -18768.1: 52%|#####1 | 5155/10000 [05:20<04:29, 18.01it/s]
ELBO: -18768.1: 52%|#####1 | 5156/10000 [05:20<05:03, 15.98it/s]
ELBO: -18752.1: 52%|#####1 | 5156/10000 [05:20<05:03, 15.98it/s]
ELBO: -18734.1: 52%|#####1 | 5157/10000 [05:20<05:03, 15.98it/s]
ELBO: -18833.8: 52%|#####1 | 5158/10000 [05:20<05:03, 15.98it/s]
ELBO: -18833.8: 52%|#####1 | 5159/10000 [05:20<04:39, 17.33it/s]
ELBO: -18795.5: 52%|#####1 | 5159/10000 [05:20<04:39, 17.33it/s]
ELBO: -18816.1: 52%|#####1 | 5160/10000 [05:20<04:39, 17.33it/s]
ELBO: -18816.1: 52%|#####1 | 5161/10000 [05:20<05:08, 15.67it/s]
ELBO: -18787.6: 52%|#####1 | 5161/10000 [05:20<05:08, 15.67it/s]
ELBO: -18761.7: 52%|#####1 | 5162/10000 [05:21<05:08, 15.67it/s]
ELBO: -18800.8: 52%|#####1 | 5163/10000 [05:21<05:08, 15.67it/s]
ELBO: -18800.8: 52%|#####1 | 5164/10000 [05:21<05:22, 15.01it/s]
ELBO: -18775.3: 52%|#####1 | 5164/10000 [05:21<05:22, 15.01it/s]
ELBO: -18748.4: 52%|#####1 | 5165/10000 [05:21<05:22, 15.01it/s]
ELBO: -18751.9: 52%|#####1 | 5166/10000 [05:21<05:22, 15.01it/s]
ELBO: -18751.9: 52%|#####1 | 5167/10000 [05:21<04:54, 16.43it/s]
ELBO: -18794.6: 52%|#####1 | 5167/10000 [05:21<04:54, 16.43it/s]
ELBO: -18782.2: 52%|#####1 | 5168/10000 [05:21<04:54, 16.43it/s]
ELBO: -18782.2: 52%|#####1 | 5169/10000 [05:21<05:20, 15.09it/s]
ELBO: -18811.3: 52%|#####1 | 5169/10000 [05:21<05:20, 15.09it/s]
ELBO: -18782.7: 52%|#####1 | 5170/10000 [05:21<05:20, 15.09it/s]
ELBO: -18772.4: 52%|#####1 | 5171/10000 [05:21<05:19, 15.09it/s]
ELBO: -18772.4: 52%|#####1 | 5172/10000 [05:21<04:49, 16.65it/s]
ELBO: -18814.3: 52%|#####1 | 5172/10000 [05:21<04:49, 16.65it/s]
ELBO: -18803.9: 52%|#####1 | 5173/10000 [05:21<04:49, 16.65it/s]
ELBO: -18803.9: 52%|#####1 | 5174/10000 [05:21<05:16, 15.25it/s]
ELBO: -18747.1: 52%|#####1 | 5174/10000 [05:21<05:16, 15.25it/s]
ELBO: -18811.3: 52%|#####1 | 5175/10000 [05:21<05:16, 15.25it/s]
ELBO: -18791.9: 52%|#####1 | 5176/10000 [05:21<05:16, 15.25it/s]
ELBO: -18791.9: 52%|#####1 | 5177/10000 [05:21<04:47, 16.77it/s]
ELBO: -18814.0: 52%|#####1 | 5177/10000 [05:22<04:47, 16.77it/s]
ELBO: -18816.9: 52%|#####1 | 5178/10000 [05:22<04:47, 16.77it/s]
ELBO: -18816.9: 52%|#####1 | 5179/10000 [05:22<05:15, 15.27it/s]
ELBO: -18748.1: 52%|#####1 | 5179/10000 [05:22<05:15, 15.27it/s]
ELBO: -18771.8: 52%|#####1 | 5180/10000 [05:22<05:15, 15.27it/s]
ELBO: -18754.4: 52%|#####1 | 5181/10000 [05:22<05:15, 15.27it/s]
ELBO: -18754.4: 52%|#####1 | 5182/10000 [05:22<05:25, 14.81it/s]
ELBO: -18742.8: 52%|#####1 | 5182/10000 [05:22<05:25, 14.81it/s]
ELBO: -18752.2: 52%|#####1 | 5183/10000 [05:22<05:25, 14.81it/s]
ELBO: -18805.0: 52%|#####1 | 5184/10000 [05:22<05:25, 14.81it/s]
ELBO: -18805.0: 52%|#####1 | 5185/10000 [05:22<04:54, 16.37it/s]
ELBO: -18800.5: 52%|#####1 | 5185/10000 [05:22<04:54, 16.37it/s]
ELBO: -18770.7: 52%|#####1 | 5186/10000 [05:22<04:53, 16.37it/s]
ELBO: -18770.7: 52%|#####1 | 5187/10000 [05:22<05:18, 15.12it/s]
ELBO: -18791.8: 52%|#####1 | 5187/10000 [05:22<05:18, 15.12it/s]
ELBO: -18793.9: 52%|#####1 | 5188/10000 [05:22<05:18, 15.12it/s]
ELBO: -18766.1: 52%|#####1 | 5189/10000 [05:22<05:18, 15.12it/s]
ELBO: -18766.1: 52%|#####1 | 5190/10000 [05:22<04:49, 16.62it/s]
ELBO: -18787.7: 52%|#####1 | 5190/10000 [05:22<04:49, 16.62it/s]
ELBO: -18785.8: 52%|#####1 | 5191/10000 [05:22<04:49, 16.62it/s]
ELBO: -18785.8: 52%|#####1 | 5192/10000 [05:22<05:17, 15.15it/s]
ELBO: -18768.6: 52%|#####1 | 5192/10000 [05:22<05:17, 15.15it/s]
ELBO: -18768.5: 52%|#####1 | 5193/10000 [05:23<05:17, 15.15it/s]
ELBO: -18761.7: 52%|#####1 | 5194/10000 [05:23<05:17, 15.15it/s]
ELBO: -18761.7: 52%|#####1 | 5195/10000 [05:23<04:47, 16.69it/s]
ELBO: -18783.1: 52%|#####1 | 5195/10000 [05:23<04:47, 16.69it/s]
ELBO: -18708.4: 52%|#####1 | 5196/10000 [05:23<04:47, 16.69it/s]
ELBO: -18708.4: 52%|#####1 | 5197/10000 [05:23<05:15, 15.23it/s]
ELBO: -18840.0: 52%|#####1 | 5197/10000 [05:23<05:15, 15.23it/s]
ELBO: -18743.1: 52%|#####1 | 5198/10000 [05:23<05:15, 15.23it/s]
ELBO: -18716.0: 52%|#####1 | 5199/10000 [05:23<05:15, 15.23it/s]
ELBO: -18716.0: 52%|#####2 | 5200/10000 [05:23<05:26, 14.72it/s]
ELBO: -18770.1: 52%|#####2 | 5200/10000 [05:23<05:26, 14.72it/s]
ELBO: -18740.8: 52%|#####2 | 5201/10000 [05:23<05:25, 14.72it/s]
ELBO: -18781.2: 52%|#####2 | 5202/10000 [05:23<05:25, 14.72it/s]
ELBO: -18781.2: 52%|#####2 | 5203/10000 [05:23<04:54, 16.31it/s]
ELBO: -18745.5: 52%|#####2 | 5203/10000 [05:23<04:54, 16.31it/s]
ELBO: -18787.9: 52%|#####2 | 5204/10000 [05:23<04:54, 16.31it/s]
ELBO: -18787.9: 52%|#####2 | 5205/10000 [05:23<05:19, 15.03it/s]
ELBO: -18741.2: 52%|#####2 | 5205/10000 [05:23<05:19, 15.03it/s]
ELBO: -18743.7: 52%|#####2 | 5206/10000 [05:23<05:19, 15.03it/s]
ELBO: -18763.9: 52%|#####2 | 5207/10000 [05:23<05:18, 15.03it/s]
ELBO: -18763.9: 52%|#####2 | 5208/10000 [05:23<04:48, 16.62it/s]
ELBO: -18755.2: 52%|#####2 | 5208/10000 [05:24<04:48, 16.62it/s]
ELBO: -18787.5: 52%|#####2 | 5209/10000 [05:24<04:48, 16.62it/s]
ELBO: -18787.5: 52%|#####2 | 5210/10000 [05:24<05:14, 15.23it/s]
ELBO: -18758.3: 52%|#####2 | 5210/10000 [05:24<05:14, 15.23it/s]
ELBO: -18776.7: 52%|#####2 | 5211/10000 [05:24<05:14, 15.23it/s]
ELBO: -18719.8: 52%|#####2 | 5212/10000 [05:24<05:14, 15.23it/s]
ELBO: -18719.8: 52%|#####2 | 5213/10000 [05:24<04:45, 16.79it/s]
ELBO: -18788.0: 52%|#####2 | 5213/10000 [05:24<04:45, 16.79it/s]
ELBO: -18761.5: 52%|#####2 | 5214/10000 [05:24<04:45, 16.79it/s]
ELBO: -18761.5: 52%|#####2 | 5215/10000 [05:24<05:12, 15.30it/s]
ELBO: -18756.5: 52%|#####2 | 5215/10000 [05:24<05:12, 15.30it/s]
ELBO: -18762.0: 52%|#####2 | 5216/10000 [05:24<05:12, 15.30it/s]
ELBO: -18790.1: 52%|#####2 | 5217/10000 [05:24<05:12, 15.30it/s]
ELBO: -18790.1: 52%|#####2 | 5218/10000 [05:24<05:23, 14.77it/s]
ELBO: -18737.1: 52%|#####2 | 5218/10000 [05:24<05:23, 14.77it/s]
ELBO: -18743.0: 52%|#####2 | 5219/10000 [05:24<05:23, 14.77it/s]
ELBO: -18774.6: 52%|#####2 | 5220/10000 [05:24<05:23, 14.77it/s]
ELBO: -18774.6: 52%|#####2 | 5221/10000 [05:24<04:54, 16.24it/s]
ELBO: -18753.8: 52%|#####2 | 5221/10000 [05:24<04:54, 16.24it/s]
ELBO: -18813.2: 52%|#####2 | 5222/10000 [05:24<04:54, 16.24it/s]
ELBO: -18813.2: 52%|#####2 | 5223/10000 [05:24<05:18, 14.97it/s]
ELBO: -18775.7: 52%|#####2 | 5223/10000 [05:24<05:18, 14.97it/s]
ELBO: -18751.4: 52%|#####2 | 5224/10000 [05:24<05:18, 14.97it/s]
ELBO: -18764.9: 52%|#####2 | 5225/10000 [05:25<05:18, 14.97it/s]
ELBO: -18764.9: 52%|#####2 | 5226/10000 [05:25<04:48, 16.56it/s]
ELBO: -18760.4: 52%|#####2 | 5226/10000 [05:25<04:48, 16.56it/s]
ELBO: -18753.6: 52%|#####2 | 5227/10000 [05:25<04:48, 16.56it/s]
ELBO: -18753.6: 52%|#####2 | 5228/10000 [05:25<05:14, 15.18it/s]
ELBO: -18745.2: 52%|#####2 | 5228/10000 [05:25<05:14, 15.18it/s]
ELBO: -18761.5: 52%|#####2 | 5229/10000 [05:25<05:14, 15.18it/s]
ELBO: -18720.3: 52%|#####2 | 5230/10000 [05:25<05:14, 15.18it/s]
ELBO: -18720.3: 52%|#####2 | 5231/10000 [05:25<04:45, 16.72it/s]
ELBO: -18733.0: 52%|#####2 | 5231/10000 [05:25<04:45, 16.72it/s]
ELBO: -18738.4: 52%|#####2 | 5232/10000 [05:25<04:45, 16.72it/s]
ELBO: -18738.4: 52%|#####2 | 5233/10000 [05:25<05:12, 15.27it/s]
ELBO: -18746.2: 52%|#####2 | 5233/10000 [05:25<05:12, 15.27it/s]
ELBO: -18725.5: 52%|#####2 | 5234/10000 [05:25<05:12, 15.27it/s]
ELBO: -18726.0: 52%|#####2 | 5235/10000 [05:25<05:12, 15.27it/s]
ELBO: -18726.0: 52%|#####2 | 5236/10000 [05:25<05:22, 14.77it/s]
ELBO: -18731.3: 52%|#####2 | 5236/10000 [05:25<05:22, 14.77it/s]
ELBO: -18759.9: 52%|#####2 | 5237/10000 [05:25<05:22, 14.77it/s]
ELBO: -18728.6: 52%|#####2 | 5238/10000 [05:25<05:22, 14.77it/s]
ELBO: -18728.6: 52%|#####2 | 5239/10000 [05:25<04:52, 16.27it/s]
ELBO: -18795.7: 52%|#####2 | 5239/10000 [05:25<04:52, 16.27it/s]
ELBO: -18692.3: 52%|#####2 | 5240/10000 [05:26<04:52, 16.27it/s]
ELBO: -18692.3: 52%|#####2 | 5241/10000 [05:26<05:17, 14.99it/s]
ELBO: -18768.3: 52%|#####2 | 5241/10000 [05:26<05:17, 14.99it/s]
ELBO: -18749.1: 52%|#####2 | 5242/10000 [05:26<05:17, 14.99it/s]
ELBO: -18730.7: 52%|#####2 | 5243/10000 [05:26<05:17, 14.99it/s]
ELBO: -18730.7: 52%|#####2 | 5244/10000 [05:26<04:46, 16.58it/s]
ELBO: -18751.4: 52%|#####2 | 5244/10000 [05:26<04:46, 16.58it/s]
ELBO: -18788.8: 52%|#####2 | 5245/10000 [05:26<04:46, 16.58it/s]
ELBO: -18788.8: 52%|#####2 | 5246/10000 [05:26<05:13, 15.17it/s]
ELBO: -18764.8: 52%|#####2 | 5246/10000 [05:26<05:13, 15.17it/s]
ELBO: -18726.9: 52%|#####2 | 5247/10000 [05:26<05:13, 15.17it/s]
ELBO: -18749.3: 52%|#####2 | 5248/10000 [05:26<05:13, 15.17it/s]
ELBO: -18749.3: 52%|#####2 | 5249/10000 [05:26<04:44, 16.68it/s]
ELBO: -18820.9: 52%|#####2 | 5249/10000 [05:26<04:44, 16.68it/s]
ELBO: -18728.2: 52%|#####2 | 5250/10000 [05:26<04:44, 16.68it/s]
ELBO: -18728.2: 53%|#####2 | 5251/10000 [05:26<05:12, 15.21it/s]
ELBO: -18806.9: 53%|#####2 | 5251/10000 [05:26<05:12, 15.21it/s]
ELBO: -18699.9: 53%|#####2 | 5252/10000 [05:26<05:12, 15.21it/s]
ELBO: -18687.7: 53%|#####2 | 5253/10000 [05:26<05:12, 15.21it/s]
ELBO: -18687.7: 53%|#####2 | 5254/10000 [05:26<05:21, 14.77it/s]
ELBO: -18799.7: 53%|#####2 | 5254/10000 [05:26<05:21, 14.77it/s]
ELBO: -18740.2: 53%|#####2 | 5255/10000 [05:26<05:21, 14.77it/s]
ELBO: -18768.1: 53%|#####2 | 5256/10000 [05:27<05:21, 14.77it/s]
ELBO: -18768.1: 53%|#####2 | 5257/10000 [05:27<04:50, 16.32it/s]
ELBO: -18699.9: 53%|#####2 | 5257/10000 [05:27<04:50, 16.32it/s]
ELBO: -18724.2: 53%|#####2 | 5258/10000 [05:27<04:50, 16.32it/s]
ELBO: -18724.2: 53%|#####2 | 5259/10000 [05:27<05:14, 15.07it/s]
ELBO: -18711.8: 53%|#####2 | 5259/10000 [05:27<05:14, 15.07it/s]
ELBO: -18751.0: 53%|#####2 | 5260/10000 [05:27<05:14, 15.07it/s]
ELBO: -18739.6: 53%|#####2 | 5261/10000 [05:27<05:14, 15.07it/s]
ELBO: -18739.6: 53%|#####2 | 5262/10000 [05:27<04:44, 16.64it/s]
ELBO: -18693.5: 53%|#####2 | 5262/10000 [05:27<04:44, 16.64it/s]
ELBO: -18722.9: 53%|#####2 | 5263/10000 [05:27<04:44, 16.64it/s]
ELBO: -18722.9: 53%|#####2 | 5264/10000 [05:27<05:15, 15.00it/s]
ELBO: -18757.8: 53%|#####2 | 5264/10000 [05:27<05:15, 15.00it/s]
ELBO: -18709.4: 53%|#####2 | 5265/10000 [05:27<05:15, 15.00it/s]
ELBO: -18732.3: 53%|#####2 | 5266/10000 [05:27<05:15, 15.00it/s]
ELBO: -18732.3: 53%|#####2 | 5267/10000 [05:27<04:45, 16.58it/s]
ELBO: -18732.7: 53%|#####2 | 5267/10000 [05:27<04:45, 16.58it/s]
ELBO: -18669.9: 53%|#####2 | 5268/10000 [05:27<04:45, 16.58it/s]
ELBO: -18669.9: 53%|#####2 | 5269/10000 [05:27<05:11, 15.17it/s]
ELBO: -18722.4: 53%|#####2 | 5269/10000 [05:27<05:11, 15.17it/s]
ELBO: -18700.0: 53%|#####2 | 5270/10000 [05:27<05:11, 15.17it/s]
ELBO: -18785.0: 53%|#####2 | 5271/10000 [05:28<05:11, 15.17it/s]
ELBO: -18785.0: 53%|#####2 | 5272/10000 [05:28<05:19, 14.78it/s]
ELBO: -18736.2: 53%|#####2 | 5272/10000 [05:28<05:19, 14.78it/s]
ELBO: -18753.5: 53%|#####2 | 5273/10000 [05:28<05:19, 14.78it/s]
ELBO: -18760.6: 53%|#####2 | 5274/10000 [05:28<05:19, 14.78it/s]
ELBO: -18760.6: 53%|#####2 | 5275/10000 [05:28<04:49, 16.31it/s]
ELBO: -18758.8: 53%|#####2 | 5275/10000 [05:28<04:49, 16.31it/s]
ELBO: -18652.6: 53%|#####2 | 5276/10000 [05:28<04:49, 16.31it/s]
ELBO: -18652.6: 53%|#####2 | 5277/10000 [05:28<05:13, 15.06it/s]
ELBO: -18681.2: 53%|#####2 | 5277/10000 [05:28<05:13, 15.06it/s]
ELBO: -18807.7: 53%|#####2 | 5278/10000 [05:28<05:13, 15.06it/s]
ELBO: -18720.7: 53%|#####2 | 5279/10000 [05:28<05:13, 15.06it/s]
ELBO: -18720.7: 53%|#####2 | 5280/10000 [05:28<04:43, 16.64it/s]
ELBO: -18752.2: 53%|#####2 | 5280/10000 [05:28<04:43, 16.64it/s]
ELBO: -18745.7: 53%|#####2 | 5281/10000 [05:28<04:43, 16.64it/s]
ELBO: -18745.7: 53%|#####2 | 5282/10000 [05:28<05:10, 15.17it/s]
ELBO: -18763.0: 53%|#####2 | 5282/10000 [05:28<05:10, 15.17it/s]
ELBO: -18736.0: 53%|#####2 | 5283/10000 [05:28<05:10, 15.17it/s]
ELBO: -18726.1: 53%|#####2 | 5284/10000 [05:28<05:10, 15.17it/s]
ELBO: -18726.1: 53%|#####2 | 5285/10000 [05:28<04:43, 16.62it/s]
ELBO: -18762.9: 53%|#####2 | 5285/10000 [05:28<04:43, 16.62it/s]
ELBO: -18693.1: 53%|#####2 | 5286/10000 [05:28<04:43, 16.62it/s]
ELBO: -18693.1: 53%|#####2 | 5287/10000 [05:28<05:09, 15.23it/s]
ELBO: -18775.8: 53%|#####2 | 5287/10000 [05:29<05:09, 15.23it/s]
ELBO: -18707.0: 53%|#####2 | 5290/10000 [05:29<05:09, 15.23it/s]
ELBO: -18660.1: 53%|#####2 | 5291/10000 [05:29<05:09, 15.23it/s]
ELBO: -18660.1: 53%|#####2 | 5292/10000 [05:29<04:19, 18.16it/s]
ELBO: -18741.6: 53%|#####2 | 5292/10000 [05:29<04:19, 18.16it/s]
ELBO: -18712.1: 53%|#####2 | 5293/10000 [05:29<04:19, 18.16it/s]
ELBO: -18682.3: 53%|#####2 | 5294/10000 [05:29<04:19, 18.16it/s]
ELBO: -18682.3: 53%|#####2 | 5295/10000 [05:29<04:09, 18.83it/s]
ELBO: -18784.6: 53%|#####2 | 5295/10000 [05:29<04:09, 18.83it/s]
ELBO: -18659.9: 53%|#####2 | 5296/10000 [05:29<04:09, 18.83it/s]
ELBO: -18659.9: 53%|#####2 | 5297/10000 [05:29<04:40, 16.76it/s]
ELBO: -18746.4: 53%|#####2 | 5297/10000 [05:29<04:40, 16.76it/s]
ELBO: -18698.6: 53%|#####2 | 5298/10000 [05:29<04:40, 16.76it/s]
ELBO: -18772.9: 53%|#####2 | 5299/10000 [05:29<04:40, 16.76it/s]
ELBO: -18772.9: 53%|#####3 | 5300/10000 [05:29<04:23, 17.86it/s]
ELBO: -18777.6: 53%|#####3 | 5300/10000 [05:29<04:23, 17.86it/s]
ELBO: -18695.4: 53%|#####3 | 5301/10000 [05:29<04:23, 17.86it/s]
ELBO: -18695.4: 53%|#####3 | 5302/10000 [05:29<04:52, 16.06it/s]
ELBO: -18711.5: 53%|#####3 | 5302/10000 [05:29<04:52, 16.06it/s]
ELBO: -18748.5: 53%|#####3 | 5303/10000 [05:29<04:52, 16.06it/s]
ELBO: -18713.2: 53%|#####3 | 5304/10000 [05:29<04:52, 16.06it/s]
ELBO: -18713.2: 53%|#####3 | 5305/10000 [05:29<04:29, 17.39it/s]
ELBO: -18780.2: 53%|#####3 | 5305/10000 [05:30<04:29, 17.39it/s]
ELBO: -18715.4: 53%|#####3 | 5306/10000 [05:30<04:29, 17.39it/s]
ELBO: -18715.4: 53%|#####3 | 5307/10000 [05:30<04:57, 15.75it/s]
ELBO: -18782.7: 53%|#####3 | 5307/10000 [05:30<04:57, 15.75it/s]
ELBO: -18733.8: 53%|#####3 | 5308/10000 [05:30<04:57, 15.75it/s]
ELBO: -18667.8: 53%|#####3 | 5309/10000 [05:30<04:57, 15.75it/s]
ELBO: -18667.8: 53%|#####3 | 5310/10000 [05:30<05:10, 15.09it/s]
ELBO: -18785.3: 53%|#####3 | 5310/10000 [05:30<05:10, 15.09it/s]
ELBO: -18691.5: 53%|#####3 | 5311/10000 [05:30<05:10, 15.09it/s]
ELBO: -18669.5: 53%|#####3 | 5312/10000 [05:30<05:10, 15.09it/s]
ELBO: -18669.5: 53%|#####3 | 5313/10000 [05:30<04:42, 16.57it/s]
ELBO: -18681.2: 53%|#####3 | 5313/10000 [05:30<04:42, 16.57it/s]
ELBO: -18737.3: 53%|#####3 | 5314/10000 [05:30<04:42, 16.57it/s]
ELBO: -18737.3: 53%|#####3 | 5315/10000 [05:30<05:07, 15.25it/s]
ELBO: -18681.1: 53%|#####3 | 5315/10000 [05:30<05:07, 15.25it/s]
ELBO: -18705.2: 53%|#####3 | 5316/10000 [05:30<05:07, 15.25it/s]
ELBO: -18734.7: 53%|#####3 | 5317/10000 [05:30<05:07, 15.25it/s]
ELBO: -18734.7: 53%|#####3 | 5318/10000 [05:30<04:39, 16.76it/s]
ELBO: -18725.5: 53%|#####3 | 5318/10000 [05:30<04:39, 16.76it/s]
ELBO: -18752.6: 53%|#####3 | 5319/10000 [05:30<04:39, 16.76it/s]
ELBO: -18752.6: 53%|#####3 | 5320/10000 [05:30<05:06, 15.26it/s]
ELBO: -18699.8: 53%|#####3 | 5320/10000 [05:31<05:06, 15.26it/s]
ELBO: -18763.9: 53%|#####3 | 5321/10000 [05:31<05:06, 15.26it/s]
ELBO: -18723.6: 53%|#####3 | 5322/10000 [05:31<05:06, 15.26it/s]
ELBO: -18723.6: 53%|#####3 | 5323/10000 [05:31<04:39, 16.75it/s]
ELBO: -18699.5: 53%|#####3 | 5323/10000 [05:31<04:39, 16.75it/s]
ELBO: -18682.2: 53%|#####3 | 5324/10000 [05:31<04:39, 16.75it/s]
ELBO: -18682.2: 53%|#####3 | 5325/10000 [05:31<05:05, 15.30it/s]
ELBO: -18717.6: 53%|#####3 | 5325/10000 [05:31<05:05, 15.30it/s]
ELBO: -18675.0: 53%|#####3 | 5326/10000 [05:31<05:05, 15.30it/s]
ELBO: -18708.2: 53%|#####3 | 5327/10000 [05:31<05:05, 15.30it/s]
ELBO: -18708.2: 53%|#####3 | 5328/10000 [05:31<05:15, 14.82it/s]
ELBO: -18753.1: 53%|#####3 | 5328/10000 [05:31<05:15, 14.82it/s]
ELBO: -18740.3: 53%|#####3 | 5329/10000 [05:31<05:15, 14.82it/s]
ELBO: -18689.9: 53%|#####3 | 5330/10000 [05:31<05:15, 14.82it/s]
ELBO: -18689.9: 53%|#####3 | 5331/10000 [05:31<04:45, 16.36it/s]
ELBO: -18703.6: 53%|#####3 | 5331/10000 [05:31<04:45, 16.36it/s]
ELBO: -18792.3: 53%|#####3 | 5332/10000 [05:31<04:45, 16.36it/s]
ELBO: -18792.3: 53%|#####3 | 5333/10000 [05:31<05:09, 15.08it/s]
ELBO: -18652.2: 53%|#####3 | 5333/10000 [05:31<05:09, 15.08it/s]
ELBO: -18737.9: 53%|#####3 | 5334/10000 [05:31<05:09, 15.08it/s]
ELBO: -18724.9: 53%|#####3 | 5335/10000 [05:31<05:09, 15.08it/s]
ELBO: -18724.9: 53%|#####3 | 5336/10000 [05:31<04:39, 16.66it/s]
ELBO: -18719.6: 53%|#####3 | 5336/10000 [05:32<04:39, 16.66it/s]
ELBO: -18721.4: 53%|#####3 | 5337/10000 [05:32<04:39, 16.66it/s]
ELBO: -18721.4: 53%|#####3 | 5338/10000 [05:32<05:06, 15.23it/s]
ELBO: -18680.9: 53%|#####3 | 5338/10000 [05:32<05:06, 15.23it/s]
ELBO: -18687.3: 53%|#####3 | 5339/10000 [05:32<05:06, 15.23it/s]
ELBO: -18705.0: 53%|#####3 | 5340/10000 [05:32<05:06, 15.23it/s]
ELBO: -18705.0: 53%|#####3 | 5341/10000 [05:32<04:37, 16.79it/s]
ELBO: -18719.0: 53%|#####3 | 5341/10000 [05:32<04:37, 16.79it/s]
ELBO: -18719.2: 53%|#####3 | 5342/10000 [05:32<04:37, 16.79it/s]
ELBO: -18719.2: 53%|#####3 | 5343/10000 [05:32<05:04, 15.28it/s]
ELBO: -18720.2: 53%|#####3 | 5343/10000 [05:32<05:04, 15.28it/s]
ELBO: -18668.0: 53%|#####3 | 5344/10000 [05:32<05:04, 15.28it/s]
ELBO: -18731.3: 53%|#####3 | 5345/10000 [05:32<05:04, 15.28it/s]
ELBO: -18731.3: 53%|#####3 | 5346/10000 [05:32<05:16, 14.71it/s]
ELBO: -18698.6: 53%|#####3 | 5346/10000 [05:32<05:16, 14.71it/s]
ELBO: -18679.5: 53%|#####3 | 5347/10000 [05:32<05:16, 14.71it/s]
ELBO: -18726.4: 53%|#####3 | 5348/10000 [05:32<05:16, 14.71it/s]
ELBO: -18726.4: 53%|#####3 | 5349/10000 [05:32<04:46, 16.25it/s]
ELBO: -18734.2: 53%|#####3 | 5349/10000 [05:32<04:46, 16.25it/s]
ELBO: -18735.3: 54%|#####3 | 5350/10000 [05:32<04:46, 16.25it/s]
ELBO: -18735.3: 54%|#####3 | 5351/10000 [05:32<05:10, 14.99it/s]
ELBO: -18685.4: 54%|#####3 | 5351/10000 [05:32<05:10, 14.99it/s]
ELBO: -18720.1: 54%|#####3 | 5352/10000 [05:33<05:10, 14.99it/s]
ELBO: -18744.9: 54%|#####3 | 5353/10000 [05:33<05:10, 14.99it/s]
ELBO: -18744.9: 54%|#####3 | 5354/10000 [05:33<04:40, 16.57it/s]
ELBO: -18666.1: 54%|#####3 | 5354/10000 [05:33<04:40, 16.57it/s]
ELBO: -18681.4: 54%|#####3 | 5355/10000 [05:33<04:40, 16.57it/s]
ELBO: -18681.4: 54%|#####3 | 5356/10000 [05:33<05:05, 15.18it/s]
ELBO: -18656.3: 54%|#####3 | 5356/10000 [05:33<05:05, 15.18it/s]
ELBO: -18715.7: 54%|#####3 | 5357/10000 [05:33<05:05, 15.18it/s]
ELBO: -18690.4: 54%|#####3 | 5358/10000 [05:33<05:05, 15.18it/s]
ELBO: -18690.4: 54%|#####3 | 5359/10000 [05:33<04:36, 16.76it/s]
ELBO: -18718.2: 54%|#####3 | 5359/10000 [05:33<04:36, 16.76it/s]
ELBO: -18729.6: 54%|#####3 | 5360/10000 [05:33<04:36, 16.76it/s]
ELBO: -18729.6: 54%|#####3 | 5361/10000 [05:33<05:02, 15.33it/s]
ELBO: -18653.7: 54%|#####3 | 5361/10000 [05:33<05:02, 15.33it/s]
ELBO: -18752.0: 54%|#####3 | 5362/10000 [05:33<05:02, 15.33it/s]
ELBO: -18694.5: 54%|#####3 | 5363/10000 [05:33<05:02, 15.33it/s]
ELBO: -18694.5: 54%|#####3 | 5364/10000 [05:33<05:12, 14.85it/s]
ELBO: -18708.4: 54%|#####3 | 5364/10000 [05:33<05:12, 14.85it/s]
ELBO: -18709.7: 54%|#####3 | 5365/10000 [05:33<05:12, 14.85it/s]
ELBO: -18715.5: 54%|#####3 | 5366/10000 [05:33<05:11, 14.85it/s]
ELBO: -18715.5: 54%|#####3 | 5367/10000 [05:33<04:42, 16.41it/s]
ELBO: -18626.0: 54%|#####3 | 5367/10000 [05:33<04:42, 16.41it/s]
ELBO: -18763.8: 54%|#####3 | 5368/10000 [05:34<04:42, 16.41it/s]
ELBO: -18763.8: 54%|#####3 | 5369/10000 [05:34<05:07, 15.08it/s]
ELBO: -18696.5: 54%|#####3 | 5369/10000 [05:34<05:07, 15.08it/s]
ELBO: -18635.3: 54%|#####3 | 5370/10000 [05:34<05:07, 15.08it/s]
ELBO: -18704.2: 54%|#####3 | 5371/10000 [05:34<05:07, 15.08it/s]
ELBO: -18704.2: 54%|#####3 | 5372/10000 [05:34<04:38, 16.64it/s]
ELBO: -18700.0: 54%|#####3 | 5372/10000 [05:34<04:38, 16.64it/s]
ELBO: -18639.2: 54%|#####3 | 5373/10000 [05:34<04:38, 16.64it/s]
ELBO: -18639.2: 54%|#####3 | 5374/10000 [05:34<05:04, 15.19it/s]
ELBO: -18706.2: 54%|#####3 | 5374/10000 [05:34<05:04, 15.19it/s]
ELBO: -18719.1: 54%|#####3 | 5375/10000 [05:34<05:04, 15.19it/s]
ELBO: -18677.2: 54%|#####3 | 5376/10000 [05:34<05:04, 15.19it/s]
ELBO: -18677.2: 54%|#####3 | 5377/10000 [05:34<04:36, 16.75it/s]
ELBO: -18713.7: 54%|#####3 | 5377/10000 [05:34<04:36, 16.75it/s]
ELBO: -18747.5: 54%|#####3 | 5378/10000 [05:34<04:35, 16.75it/s]
ELBO: -18747.5: 54%|#####3 | 5379/10000 [05:34<05:04, 15.19it/s]
ELBO: -18736.0: 54%|#####3 | 5379/10000 [05:34<05:04, 15.19it/s]
ELBO: -18680.9: 54%|#####3 | 5380/10000 [05:34<05:04, 15.19it/s]
ELBO: -18728.8: 54%|#####3 | 5381/10000 [05:34<05:04, 15.19it/s]
ELBO: -18728.8: 54%|#####3 | 5382/10000 [05:34<05:12, 14.76it/s]
ELBO: -18683.5: 54%|#####3 | 5382/10000 [05:34<05:12, 14.76it/s]
ELBO: -18672.7: 54%|#####3 | 5383/10000 [05:35<05:12, 14.76it/s]
ELBO: -18648.9: 54%|#####3 | 5384/10000 [05:35<05:12, 14.76it/s]
ELBO: -18648.9: 54%|#####3 | 5385/10000 [05:35<04:42, 16.34it/s]
ELBO: -18646.0: 54%|#####3 | 5385/10000 [05:35<04:42, 16.34it/s]
ELBO: -18708.9: 54%|#####3 | 5386/10000 [05:35<04:42, 16.34it/s]
ELBO: -18708.9: 54%|#####3 | 5387/10000 [05:35<05:06, 15.06it/s]
ELBO: -18696.2: 54%|#####3 | 5387/10000 [05:35<05:06, 15.06it/s]
ELBO: -18704.9: 54%|#####3 | 5388/10000 [05:35<05:06, 15.06it/s]
ELBO: -18717.5: 54%|#####3 | 5389/10000 [05:35<05:06, 15.06it/s]
ELBO: -18717.5: 54%|#####3 | 5390/10000 [05:35<04:37, 16.64it/s]
ELBO: -18710.1: 54%|#####3 | 5390/10000 [05:35<04:37, 16.64it/s]
ELBO: -18723.0: 54%|#####3 | 5391/10000 [05:35<04:37, 16.64it/s]
ELBO: -18723.0: 54%|#####3 | 5392/10000 [05:35<05:04, 15.15it/s]
ELBO: -18711.0: 54%|#####3 | 5392/10000 [05:35<05:04, 15.15it/s]
ELBO: -18689.0: 54%|#####3 | 5393/10000 [05:35<05:04, 15.15it/s]
ELBO: -18692.9: 54%|#####3 | 5394/10000 [05:35<05:04, 15.15it/s]
ELBO: -18692.9: 54%|#####3 | 5395/10000 [05:35<04:35, 16.69it/s]
ELBO: -18683.3: 54%|#####3 | 5395/10000 [05:35<04:35, 16.69it/s]
ELBO: -18726.9: 54%|#####3 | 5396/10000 [05:35<04:35, 16.69it/s]
ELBO: -18726.9: 54%|#####3 | 5397/10000 [05:35<05:01, 15.26it/s]
ELBO: -18710.5: 54%|#####3 | 5397/10000 [05:35<05:01, 15.26it/s]
ELBO: -18692.3: 54%|#####3 | 5398/10000 [05:35<05:01, 15.26it/s]
ELBO: -18748.8: 54%|#####3 | 5399/10000 [05:36<05:01, 15.26it/s]
ELBO: -18748.8: 54%|#####4 | 5400/10000 [05:36<05:11, 14.78it/s]
ELBO: -18656.9: 54%|#####4 | 5400/10000 [05:36<05:11, 14.78it/s]
ELBO: -18764.8: 54%|#####4 | 5401/10000 [05:36<05:11, 14.78it/s]
ELBO: -18655.7: 54%|#####4 | 5402/10000 [05:36<05:11, 14.78it/s]
ELBO: -18655.7: 54%|#####4 | 5403/10000 [05:36<04:40, 16.36it/s]
ELBO: -18678.1: 54%|#####4 | 5403/10000 [05:36<04:40, 16.36it/s]
ELBO: -18633.3: 54%|#####4 | 5404/10000 [05:36<04:40, 16.36it/s]
ELBO: -18633.3: 54%|#####4 | 5405/10000 [05:36<05:04, 15.08it/s]
ELBO: -18705.1: 54%|#####4 | 5405/10000 [05:36<05:04, 15.08it/s]
ELBO: -18651.6: 54%|#####4 | 5406/10000 [05:36<05:04, 15.08it/s]
ELBO: -18748.8: 54%|#####4 | 5407/10000 [05:36<05:04, 15.08it/s]
ELBO: -18748.8: 54%|#####4 | 5408/10000 [05:36<04:35, 16.64it/s]
ELBO: -18688.6: 54%|#####4 | 5408/10000 [05:36<04:35, 16.64it/s]
ELBO: -18670.5: 54%|#####4 | 5409/10000 [05:36<04:35, 16.64it/s]
ELBO: -18670.5: 54%|#####4 | 5410/10000 [05:36<05:01, 15.21it/s]
ELBO: -18710.0: 54%|#####4 | 5410/10000 [05:36<05:01, 15.21it/s]
ELBO: -18647.2: 54%|#####4 | 5411/10000 [05:36<05:01, 15.21it/s]
ELBO: -18713.1: 54%|#####4 | 5412/10000 [05:36<05:01, 15.21it/s]
ELBO: -18713.1: 54%|#####4 | 5413/10000 [05:36<04:33, 16.76it/s]
ELBO: -18618.1: 54%|#####4 | 5413/10000 [05:36<04:33, 16.76it/s]
ELBO: -18692.3: 54%|#####4 | 5414/10000 [05:36<04:33, 16.76it/s]
ELBO: -18692.3: 54%|#####4 | 5415/10000 [05:36<04:58, 15.34it/s]
ELBO: -18635.5: 54%|#####4 | 5415/10000 [05:37<04:58, 15.34it/s]
ELBO: -18675.7: 54%|#####4 | 5416/10000 [05:37<04:58, 15.34it/s]
ELBO: -18703.9: 54%|#####4 | 5417/10000 [05:37<04:58, 15.34it/s]
ELBO: -18703.9: 54%|#####4 | 5418/10000 [05:37<05:10, 14.77it/s]
ELBO: -18675.5: 54%|#####4 | 5418/10000 [05:37<05:10, 14.77it/s]
ELBO: -18652.1: 54%|#####4 | 5419/10000 [05:37<05:10, 14.77it/s]
ELBO: -18685.9: 54%|#####4 | 5420/10000 [05:37<05:10, 14.77it/s]
ELBO: -18685.9: 54%|#####4 | 5421/10000 [05:37<04:40, 16.33it/s]
ELBO: -18680.7: 54%|#####4 | 5421/10000 [05:37<04:40, 16.33it/s]
ELBO: -18694.7: 54%|#####4 | 5422/10000 [05:37<04:40, 16.33it/s]
ELBO: -18694.7: 54%|#####4 | 5423/10000 [05:37<05:03, 15.08it/s]
ELBO: -18673.7: 54%|#####4 | 5423/10000 [05:37<05:03, 15.08it/s]
ELBO: -18661.8: 54%|#####4 | 5424/10000 [05:37<05:03, 15.08it/s]
ELBO: -18609.5: 54%|#####4 | 5425/10000 [05:37<05:03, 15.08it/s]
ELBO: -18609.5: 54%|#####4 | 5426/10000 [05:37<04:35, 16.60it/s]
ELBO: -18645.1: 54%|#####4 | 5426/10000 [05:37<04:35, 16.60it/s]
ELBO: -18709.7: 54%|#####4 | 5427/10000 [05:37<04:35, 16.60it/s]
ELBO: -18709.7: 54%|#####4 | 5428/10000 [05:37<05:04, 15.00it/s]
ELBO: -18676.9: 54%|#####4 | 5428/10000 [05:37<05:04, 15.00it/s]
ELBO: -18681.2: 54%|#####4 | 5429/10000 [05:37<05:04, 15.00it/s]
ELBO: -18673.9: 54%|#####4 | 5430/10000 [05:37<05:04, 15.00it/s]
ELBO: -18673.9: 54%|#####4 | 5431/10000 [05:37<04:35, 16.61it/s]
ELBO: -18690.2: 54%|#####4 | 5431/10000 [05:38<04:35, 16.61it/s]
ELBO: -18651.6: 54%|#####4 | 5432/10000 [05:38<04:34, 16.61it/s]
ELBO: -18651.6: 54%|#####4 | 5433/10000 [05:38<04:59, 15.24it/s]
ELBO: -18684.5: 54%|#####4 | 5433/10000 [05:38<04:59, 15.24it/s]
ELBO: -18740.1: 54%|#####4 | 5436/10000 [05:38<04:59, 15.24it/s]
ELBO: -18713.1: 54%|#####4 | 5437/10000 [05:38<04:59, 15.24it/s]
ELBO: -18713.1: 54%|#####4 | 5438/10000 [05:38<04:10, 18.18it/s]
ELBO: -18666.5: 54%|#####4 | 5438/10000 [05:38<04:10, 18.18it/s]
ELBO: -18664.5: 54%|#####4 | 5439/10000 [05:38<04:10, 18.18it/s]
ELBO: -18743.9: 54%|#####4 | 5440/10000 [05:38<04:10, 18.18it/s]
ELBO: -18743.9: 54%|#####4 | 5441/10000 [05:38<04:01, 18.89it/s]
ELBO: -18674.6: 54%|#####4 | 5441/10000 [05:38<04:01, 18.89it/s]
ELBO: -18660.0: 54%|#####4 | 5442/10000 [05:38<04:01, 18.89it/s]
ELBO: -18660.0: 54%|#####4 | 5443/10000 [05:38<04:31, 16.81it/s]
ELBO: -18685.5: 54%|#####4 | 5443/10000 [05:38<04:31, 16.81it/s]
ELBO: -18687.2: 54%|#####4 | 5444/10000 [05:38<04:30, 16.81it/s]
ELBO: -18664.0: 54%|#####4 | 5445/10000 [05:38<04:30, 16.81it/s]
ELBO: -18664.0: 54%|#####4 | 5446/10000 [05:38<04:16, 17.78it/s]
ELBO: -18651.3: 54%|#####4 | 5446/10000 [05:38<04:16, 17.78it/s]
ELBO: -18698.3: 54%|#####4 | 5447/10000 [05:38<04:16, 17.78it/s]
ELBO: -18698.3: 54%|#####4 | 5448/10000 [05:38<04:44, 16.01it/s]
ELBO: -18688.6: 54%|#####4 | 5448/10000 [05:39<04:44, 16.01it/s]
ELBO: -18688.3: 54%|#####4 | 5449/10000 [05:39<04:44, 16.01it/s]
ELBO: -18708.3: 55%|#####4 | 5450/10000 [05:39<04:44, 16.01it/s]
ELBO: -18708.3: 55%|#####4 | 5451/10000 [05:39<04:22, 17.32it/s]
ELBO: -18655.0: 55%|#####4 | 5451/10000 [05:39<04:22, 17.32it/s]
ELBO: -18686.8: 55%|#####4 | 5452/10000 [05:39<04:22, 17.32it/s]
ELBO: -18686.8: 55%|#####4 | 5453/10000 [05:39<04:49, 15.71it/s]
ELBO: -18717.4: 55%|#####4 | 5453/10000 [05:39<04:49, 15.71it/s]
ELBO: -18682.1: 55%|#####4 | 5454/10000 [05:39<04:49, 15.71it/s]
ELBO: -18613.1: 55%|#####4 | 5455/10000 [05:39<04:49, 15.71it/s]
ELBO: -18613.1: 55%|#####4 | 5456/10000 [05:39<05:00, 15.12it/s]
ELBO: -18703.6: 55%|#####4 | 5456/10000 [05:39<05:00, 15.12it/s]
ELBO: -18612.6: 55%|#####4 | 5457/10000 [05:39<05:00, 15.12it/s]
ELBO: -18698.6: 55%|#####4 | 5458/10000 [05:39<05:00, 15.12it/s]
ELBO: -18698.6: 55%|#####4 | 5459/10000 [05:39<04:34, 16.56it/s]
ELBO: -18666.8: 55%|#####4 | 5459/10000 [05:39<04:34, 16.56it/s]
ELBO: -18629.5: 55%|#####4 | 5460/10000 [05:39<04:34, 16.56it/s]
ELBO: -18629.5: 55%|#####4 | 5461/10000 [05:39<04:58, 15.21it/s]
ELBO: -18643.8: 55%|#####4 | 5461/10000 [05:39<04:58, 15.21it/s]
ELBO: -18653.0: 55%|#####4 | 5462/10000 [05:39<04:58, 15.21it/s]
ELBO: -18678.5: 55%|#####4 | 5463/10000 [05:39<04:58, 15.21it/s]
ELBO: -18678.5: 55%|#####4 | 5464/10000 [05:39<04:30, 16.74it/s]
ELBO: -18647.3: 55%|#####4 | 5464/10000 [05:40<04:30, 16.74it/s]
ELBO: -18681.9: 55%|#####4 | 5465/10000 [05:40<04:30, 16.74it/s]
ELBO: -18681.9: 55%|#####4 | 5466/10000 [05:40<04:56, 15.28it/s]
ELBO: -18675.4: 55%|#####4 | 5466/10000 [05:40<04:56, 15.28it/s]
ELBO: -18652.2: 55%|#####4 | 5467/10000 [05:40<04:56, 15.28it/s]
ELBO: -18667.0: 55%|#####4 | 5468/10000 [05:40<04:56, 15.28it/s]
ELBO: -18667.0: 55%|#####4 | 5469/10000 [05:40<04:29, 16.80it/s]
ELBO: -18730.6: 55%|#####4 | 5469/10000 [05:40<04:29, 16.80it/s]
ELBO: -18701.2: 55%|#####4 | 5470/10000 [05:40<04:29, 16.80it/s]
ELBO: -18701.2: 55%|#####4 | 5471/10000 [05:40<04:55, 15.35it/s]
ELBO: -18646.3: 55%|#####4 | 5471/10000 [05:40<04:55, 15.35it/s]
ELBO: -18687.8: 55%|#####4 | 5472/10000 [05:40<04:54, 15.35it/s]
ELBO: -18786.8: 55%|#####4 | 5473/10000 [05:40<04:54, 15.35it/s]
ELBO: -18786.8: 55%|#####4 | 5474/10000 [05:40<05:05, 14.84it/s]
ELBO: -18698.4: 55%|#####4 | 5474/10000 [05:40<05:05, 14.84it/s]
ELBO: -18683.9: 55%|#####4 | 5475/10000 [05:40<05:04, 14.84it/s]
ELBO: -18683.9: 55%|#####4 | 5476/10000 [05:40<05:39, 13.33it/s]
ELBO: -18615.5: 55%|#####4 | 5476/10000 [05:40<05:39, 13.33it/s]
ELBO: -18637.1: 55%|#####4 | 5477/10000 [05:40<05:39, 13.33it/s]
ELBO: -18654.1: 55%|#####4 | 5478/10000 [05:41<05:39, 13.33it/s]
ELBO: -18654.1: 55%|#####4 | 5479/10000 [05:41<05:33, 13.57it/s]
ELBO: -18580.6: 55%|#####4 | 5479/10000 [05:41<05:33, 13.57it/s]
ELBO: -18689.3: 55%|#####4 | 5480/10000 [05:41<05:33, 13.57it/s]
ELBO: -18604.8: 55%|#####4 | 5481/10000 [05:41<05:32, 13.57it/s]
ELBO: -18604.8: 55%|#####4 | 5482/10000 [05:41<04:54, 15.34it/s]
ELBO: -18681.8: 55%|#####4 | 5482/10000 [05:41<04:54, 15.34it/s]
ELBO: -18663.0: 55%|#####4 | 5483/10000 [05:41<04:54, 15.34it/s]
ELBO: -18663.0: 55%|#####4 | 5484/10000 [05:41<05:14, 14.36it/s]
ELBO: -18641.8: 55%|#####4 | 5484/10000 [05:41<05:14, 14.36it/s]
ELBO: -18672.9: 55%|#####4 | 5485/10000 [05:41<05:14, 14.36it/s]
ELBO: -18616.9: 55%|#####4 | 5486/10000 [05:41<05:14, 14.36it/s]
ELBO: -18616.9: 55%|#####4 | 5487/10000 [05:41<04:40, 16.08it/s]
ELBO: -18597.0: 55%|#####4 | 5487/10000 [05:41<04:40, 16.08it/s]
ELBO: -18682.2: 55%|#####4 | 5488/10000 [05:41<04:40, 16.08it/s]
ELBO: -18682.2: 55%|#####4 | 5489/10000 [05:41<05:02, 14.90it/s]
ELBO: -18629.9: 55%|#####4 | 5489/10000 [05:41<05:02, 14.90it/s]
ELBO: -18658.8: 55%|#####4 | 5490/10000 [05:41<05:02, 14.90it/s]
ELBO: -18656.9: 55%|#####4 | 5491/10000 [05:41<05:02, 14.90it/s]
ELBO: -18656.9: 55%|#####4 | 5492/10000 [05:41<05:10, 14.50it/s]
ELBO: -18664.0: 55%|#####4 | 5492/10000 [05:41<05:10, 14.50it/s]
ELBO: -18633.2: 55%|#####4 | 5493/10000 [05:42<05:10, 14.50it/s]
ELBO: -18626.1: 55%|#####4 | 5494/10000 [05:42<05:10, 14.50it/s]
ELBO: -18626.1: 55%|#####4 | 5495/10000 [05:42<04:40, 16.09it/s]
ELBO: -18629.7: 55%|#####4 | 5495/10000 [05:42<04:40, 16.09it/s]
ELBO: -18650.8: 55%|#####4 | 5496/10000 [05:42<04:39, 16.09it/s]
ELBO: -18650.8: 55%|#####4 | 5497/10000 [05:42<05:01, 14.92it/s]
ELBO: -18648.5: 55%|#####4 | 5497/10000 [05:42<05:01, 14.92it/s]
ELBO: -18667.6: 55%|#####4 | 5498/10000 [05:42<05:01, 14.92it/s]
ELBO: -18638.8: 55%|#####4 | 5499/10000 [05:42<05:01, 14.92it/s]
ELBO: -18638.8: 55%|#####5 | 5500/10000 [05:42<04:32, 16.51it/s]
ELBO: -18642.0: 55%|#####5 | 5500/10000 [05:42<04:32, 16.51it/s]
ELBO: -18694.6: 55%|#####5 | 5501/10000 [05:42<04:32, 16.51it/s]
ELBO: -18694.6: 55%|#####5 | 5502/10000 [05:42<04:59, 15.04it/s]
ELBO: -18621.2: 55%|#####5 | 5502/10000 [05:42<04:59, 15.04it/s]
ELBO: -18615.1: 55%|#####5 | 5503/10000 [05:42<04:58, 15.04it/s]
ELBO: -18670.9: 55%|#####5 | 5504/10000 [05:42<04:58, 15.04it/s]
ELBO: -18670.9: 55%|#####5 | 5505/10000 [05:42<04:31, 16.55it/s]
ELBO: -18620.9: 55%|#####5 | 5505/10000 [05:42<04:31, 16.55it/s]
ELBO: -18699.6: 55%|#####5 | 5506/10000 [05:42<04:31, 16.55it/s]
ELBO: -18699.6: 55%|#####5 | 5507/10000 [05:42<04:56, 15.14it/s]
ELBO: -18679.8: 55%|#####5 | 5507/10000 [05:42<04:56, 15.14it/s]
ELBO: -18646.6: 55%|#####5 | 5508/10000 [05:42<04:56, 15.14it/s]
ELBO: -18615.4: 55%|#####5 | 5509/10000 [05:43<04:56, 15.14it/s]
ELBO: -18615.4: 55%|#####5 | 5510/10000 [05:43<05:06, 14.66it/s]
ELBO: -18607.1: 55%|#####5 | 5510/10000 [05:43<05:06, 14.66it/s]
ELBO: -18715.2: 55%|#####5 | 5511/10000 [05:43<05:06, 14.66it/s]
ELBO: -18695.1: 55%|#####5 | 5512/10000 [05:43<05:06, 14.66it/s]
ELBO: -18695.1: 55%|#####5 | 5513/10000 [05:43<04:36, 16.21it/s]
ELBO: -18658.4: 55%|#####5 | 5513/10000 [05:43<04:36, 16.21it/s]
ELBO: -18655.2: 55%|#####5 | 5514/10000 [05:43<04:36, 16.21it/s]
ELBO: -18655.2: 55%|#####5 | 5515/10000 [05:43<04:59, 14.96it/s]
ELBO: -18609.9: 55%|#####5 | 5515/10000 [05:43<04:59, 14.96it/s]
ELBO: -18642.6: 55%|#####5 | 5516/10000 [05:43<04:59, 14.96it/s]
ELBO: -18648.6: 55%|#####5 | 5517/10000 [05:43<04:59, 14.96it/s]
ELBO: -18648.6: 55%|#####5 | 5518/10000 [05:43<04:31, 16.53it/s]
ELBO: -18682.5: 55%|#####5 | 5518/10000 [05:43<04:31, 16.53it/s]
ELBO: -18601.9: 55%|#####5 | 5519/10000 [05:43<04:31, 16.53it/s]
ELBO: -18601.9: 55%|#####5 | 5520/10000 [05:43<04:55, 15.14it/s]
ELBO: -18625.3: 55%|#####5 | 5520/10000 [05:43<04:55, 15.14it/s]
ELBO: -18587.4: 55%|#####5 | 5521/10000 [05:43<04:55, 15.14it/s]
ELBO: -18686.7: 55%|#####5 | 5522/10000 [05:43<04:55, 15.14it/s]
ELBO: -18686.7: 55%|#####5 | 5523/10000 [05:43<04:27, 16.73it/s]
ELBO: -18646.6: 55%|#####5 | 5523/10000 [05:43<04:27, 16.73it/s]
ELBO: -18658.4: 55%|#####5 | 5524/10000 [05:43<04:27, 16.73it/s]
ELBO: -18658.4: 55%|#####5 | 5525/10000 [05:43<04:52, 15.32it/s]
ELBO: -18632.8: 55%|#####5 | 5525/10000 [05:44<04:52, 15.32it/s]
ELBO: -18634.5: 55%|#####5 | 5526/10000 [05:44<04:52, 15.32it/s]
ELBO: -18646.3: 55%|#####5 | 5527/10000 [05:44<04:52, 15.32it/s]
ELBO: -18646.3: 55%|#####5 | 5528/10000 [05:44<05:02, 14.76it/s]
ELBO: -18633.9: 55%|#####5 | 5528/10000 [05:44<05:02, 14.76it/s]
ELBO: -18590.2: 55%|#####5 | 5529/10000 [05:44<05:02, 14.76it/s]
ELBO: -18636.8: 55%|#####5 | 5530/10000 [05:44<05:02, 14.76it/s]
ELBO: -18636.8: 55%|#####5 | 5531/10000 [05:44<04:34, 16.30it/s]
ELBO: -18629.8: 55%|#####5 | 5531/10000 [05:44<04:34, 16.30it/s]
ELBO: -18610.9: 55%|#####5 | 5532/10000 [05:44<04:34, 16.30it/s]
ELBO: -18610.9: 55%|#####5 | 5533/10000 [05:44<04:56, 15.09it/s]
ELBO: -18670.5: 55%|#####5 | 5533/10000 [05:44<04:56, 15.09it/s]
ELBO: -18663.9: 55%|#####5 | 5534/10000 [05:44<04:56, 15.09it/s]
ELBO: -18621.0: 55%|#####5 | 5535/10000 [05:44<04:55, 15.09it/s]
ELBO: -18621.0: 55%|#####5 | 5536/10000 [05:44<04:28, 16.63it/s]
ELBO: -18609.7: 55%|#####5 | 5536/10000 [05:44<04:28, 16.63it/s]
ELBO: -18610.0: 55%|#####5 | 5537/10000 [05:44<04:28, 16.63it/s]
ELBO: -18610.0: 55%|#####5 | 5538/10000 [05:44<04:54, 15.16it/s]
ELBO: -18580.3: 55%|#####5 | 5538/10000 [05:44<04:54, 15.16it/s]
ELBO: -18687.7: 55%|#####5 | 5539/10000 [05:44<04:54, 15.16it/s]
ELBO: -18665.5: 55%|#####5 | 5540/10000 [05:44<04:54, 15.16it/s]
ELBO: -18665.5: 55%|#####5 | 5541/10000 [05:44<04:26, 16.72it/s]
ELBO: -18687.4: 55%|#####5 | 5541/10000 [05:45<04:26, 16.72it/s]
ELBO: -18607.8: 55%|#####5 | 5542/10000 [05:45<04:26, 16.72it/s]
ELBO: -18607.8: 55%|#####5 | 5543/10000 [05:45<04:51, 15.27it/s]
ELBO: -18606.9: 55%|#####5 | 5543/10000 [05:45<04:51, 15.27it/s]
ELBO: -18628.8: 55%|#####5 | 5544/10000 [05:45<04:51, 15.27it/s]
ELBO: -18628.1: 55%|#####5 | 5545/10000 [05:45<04:51, 15.27it/s]
ELBO: -18628.1: 55%|#####5 | 5546/10000 [05:45<05:00, 14.81it/s]
ELBO: -18649.7: 55%|#####5 | 5546/10000 [05:45<05:00, 14.81it/s]
ELBO: -18620.7: 55%|#####5 | 5547/10000 [05:45<05:00, 14.81it/s]
ELBO: -18677.9: 55%|#####5 | 5548/10000 [05:45<05:00, 14.81it/s]
ELBO: -18677.9: 55%|#####5 | 5549/10000 [05:45<04:31, 16.40it/s]
ELBO: -18633.5: 55%|#####5 | 5549/10000 [05:45<04:31, 16.40it/s]
ELBO: -18634.0: 56%|#####5 | 5550/10000 [05:45<04:31, 16.40it/s]
ELBO: -18634.0: 56%|#####5 | 5551/10000 [05:45<04:54, 15.10it/s]
ELBO: -18655.0: 56%|#####5 | 5551/10000 [05:45<04:54, 15.10it/s]
ELBO: -18674.7: 56%|#####5 | 5552/10000 [05:45<04:54, 15.10it/s]
ELBO: -18633.7: 56%|#####5 | 5553/10000 [05:45<04:54, 15.10it/s]
ELBO: -18633.7: 56%|#####5 | 5554/10000 [05:45<04:27, 16.62it/s]
ELBO: -18637.6: 56%|#####5 | 5554/10000 [05:45<04:27, 16.62it/s]
ELBO: -18611.1: 56%|#####5 | 5555/10000 [05:45<04:27, 16.62it/s]
ELBO: -18611.1: 56%|#####5 | 5556/10000 [05:45<04:53, 15.16it/s]
ELBO: -18587.0: 56%|#####5 | 5556/10000 [05:46<04:53, 15.16it/s]
ELBO: -18615.6: 56%|#####5 | 5557/10000 [05:46<04:53, 15.16it/s]
ELBO: -18611.8: 56%|#####5 | 5558/10000 [05:46<04:53, 15.16it/s]
ELBO: -18611.8: 56%|#####5 | 5559/10000 [05:46<04:25, 16.73it/s]
ELBO: -18605.6: 56%|#####5 | 5559/10000 [05:46<04:25, 16.73it/s]
ELBO: -18605.4: 56%|#####5 | 5560/10000 [05:46<04:25, 16.73it/s]
ELBO: -18605.4: 56%|#####5 | 5561/10000 [05:46<04:50, 15.27it/s]
ELBO: -18642.4: 56%|#####5 | 5561/10000 [05:46<04:50, 15.27it/s]
ELBO: -18621.5: 56%|#####5 | 5562/10000 [05:46<04:50, 15.27it/s]
ELBO: -18662.7: 56%|#####5 | 5563/10000 [05:46<04:50, 15.27it/s]
ELBO: -18662.7: 56%|#####5 | 5564/10000 [05:46<05:00, 14.78it/s]
ELBO: -18673.4: 56%|#####5 | 5564/10000 [05:46<05:00, 14.78it/s]
ELBO: -18603.2: 56%|#####5 | 5565/10000 [05:46<04:59, 14.78it/s]
ELBO: -18618.2: 56%|#####5 | 5566/10000 [05:46<04:59, 14.78it/s]
ELBO: -18618.2: 56%|#####5 | 5567/10000 [05:46<04:30, 16.36it/s]
ELBO: -18645.5: 56%|#####5 | 5567/10000 [05:46<04:30, 16.36it/s]
ELBO: -18647.1: 56%|#####5 | 5568/10000 [05:46<04:30, 16.36it/s]
ELBO: -18647.1: 56%|#####5 | 5569/10000 [05:46<04:53, 15.10it/s]
ELBO: -18615.7: 56%|#####5 | 5569/10000 [05:46<04:53, 15.10it/s]
ELBO: -18622.3: 56%|#####5 | 5570/10000 [05:46<04:53, 15.10it/s]
ELBO: -18622.9: 56%|#####5 | 5571/10000 [05:46<04:53, 15.10it/s]
ELBO: -18622.9: 56%|#####5 | 5572/10000 [05:46<04:26, 16.64it/s]
ELBO: -18640.5: 56%|#####5 | 5572/10000 [05:47<04:26, 16.64it/s]
ELBO: -18601.9: 56%|#####5 | 5573/10000 [05:47<04:25, 16.64it/s]
ELBO: -18601.9: 56%|#####5 | 5574/10000 [05:47<04:50, 15.21it/s]
ELBO: -18611.6: 56%|#####5 | 5574/10000 [05:47<04:50, 15.21it/s]
ELBO: -18649.1: 56%|#####5 | 5575/10000 [05:47<04:50, 15.21it/s]
ELBO: -18701.2: 56%|#####5 | 5576/10000 [05:47<04:50, 15.21it/s]
ELBO: -18701.2: 56%|#####5 | 5577/10000 [05:47<04:23, 16.79it/s]
ELBO: -18597.1: 56%|#####5 | 5577/10000 [05:47<04:23, 16.79it/s]
ELBO: -18723.2: 56%|#####5 | 5578/10000 [05:47<04:23, 16.79it/s]
ELBO: -18723.2: 56%|#####5 | 5579/10000 [05:47<04:48, 15.31it/s]
ELBO: -18690.7: 56%|#####5 | 5579/10000 [05:47<04:48, 15.31it/s]
ELBO: -18612.3: 56%|#####5 | 5580/10000 [05:47<04:48, 15.31it/s]
ELBO: -18592.4: 56%|#####5 | 5581/10000 [05:47<04:48, 15.31it/s]
ELBO: -18592.4: 56%|#####5 | 5582/10000 [05:47<04:59, 14.76it/s]
ELBO: -18629.0: 56%|#####5 | 5584/10000 [05:47<04:59, 14.76it/s]
ELBO: -18691.1: 56%|#####5 | 5585/10000 [05:47<04:59, 14.76it/s]
ELBO: -18636.2: 56%|#####5 | 5586/10000 [05:47<04:59, 14.76it/s]
ELBO: -18636.2: 56%|#####5 | 5587/10000 [05:47<03:41, 19.93it/s]
ELBO: -18629.2: 56%|#####5 | 5587/10000 [05:47<03:41, 19.93it/s]
ELBO: -18582.0: 56%|#####5 | 5588/10000 [05:47<03:41, 19.93it/s]
ELBO: -18646.5: 56%|#####5 | 5589/10000 [05:48<03:41, 19.93it/s]
ELBO: -18646.5: 56%|#####5 | 5590/10000 [05:48<04:07, 17.83it/s]
ELBO: -18646.3: 56%|#####5 | 5590/10000 [05:48<04:07, 17.83it/s]
ELBO: -18690.4: 56%|#####5 | 5591/10000 [05:48<04:07, 17.83it/s]
ELBO: -18601.5: 56%|#####5 | 5592/10000 [05:48<04:07, 17.83it/s]
ELBO: -18601.5: 56%|#####5 | 5593/10000 [05:48<04:27, 16.46it/s]
ELBO: -18581.8: 56%|#####5 | 5593/10000 [05:48<04:27, 16.46it/s]
ELBO: -18559.6: 56%|#####5 | 5594/10000 [05:48<04:27, 16.46it/s]
ELBO: -18679.9: 56%|#####5 | 5595/10000 [05:48<04:27, 16.46it/s]
ELBO: -18679.9: 56%|#####5 | 5596/10000 [05:48<04:11, 17.53it/s]
ELBO: -18623.5: 56%|#####5 | 5596/10000 [05:48<04:11, 17.53it/s]
ELBO: -18687.8: 56%|#####5 | 5597/10000 [05:48<04:11, 17.53it/s]
ELBO: -18687.8: 56%|#####5 | 5598/10000 [05:48<04:35, 15.97it/s]
ELBO: -18620.8: 56%|#####5 | 5598/10000 [05:48<04:35, 15.97it/s]
ELBO: -18570.7: 56%|#####5 | 5599/10000 [05:48<04:35, 15.97it/s]
ELBO: -18596.1: 56%|#####6 | 5600/10000 [05:48<04:35, 15.97it/s]
ELBO: -18596.1: 56%|#####6 | 5601/10000 [05:48<04:14, 17.27it/s]
ELBO: -18636.0: 56%|#####6 | 5601/10000 [05:48<04:14, 17.27it/s]
ELBO: -18613.8: 56%|#####6 | 5602/10000 [05:48<04:14, 17.27it/s]
ELBO: -18613.8: 56%|#####6 | 5603/10000 [05:48<04:40, 15.65it/s]
ELBO: -18589.1: 56%|#####6 | 5603/10000 [05:48<04:40, 15.65it/s]
ELBO: -18620.1: 56%|#####6 | 5604/10000 [05:48<04:40, 15.65it/s]
ELBO: -18620.1: 56%|#####6 | 5605/10000 [05:48<04:26, 16.48it/s]
ELBO: -18570.7: 56%|#####6 | 5605/10000 [05:48<04:26, 16.48it/s]
ELBO: -18607.5: 56%|#####6 | 5606/10000 [05:49<04:26, 16.48it/s]
ELBO: -18607.5: 56%|#####6 | 5607/10000 [05:49<04:53, 14.96it/s]
ELBO: -18650.0: 56%|#####6 | 5607/10000 [05:49<04:53, 14.96it/s]
ELBO: -18640.8: 56%|#####6 | 5608/10000 [05:49<04:53, 14.96it/s]
ELBO: -18594.6: 56%|#####6 | 5609/10000 [05:49<04:53, 14.96it/s]
ELBO: -18594.6: 56%|#####6 | 5610/10000 [05:49<04:25, 16.51it/s]
ELBO: -18654.3: 56%|#####6 | 5610/10000 [05:49<04:25, 16.51it/s]
ELBO: -18643.1: 56%|#####6 | 5611/10000 [05:49<04:25, 16.51it/s]
ELBO: -18643.1: 56%|#####6 | 5612/10000 [05:49<04:51, 15.05it/s]
ELBO: -18672.3: 56%|#####6 | 5612/10000 [05:49<04:51, 15.05it/s]
ELBO: -18649.4: 56%|#####6 | 5613/10000 [05:49<04:51, 15.05it/s]
ELBO: -18647.6: 56%|#####6 | 5614/10000 [05:49<04:51, 15.05it/s]
ELBO: -18647.6: 56%|#####6 | 5615/10000 [05:49<04:22, 16.72it/s]
ELBO: -18578.5: 56%|#####6 | 5615/10000 [05:49<04:22, 16.72it/s]
ELBO: -18594.2: 56%|#####6 | 5616/10000 [05:49<04:22, 16.72it/s]
ELBO: -18594.2: 56%|#####6 | 5617/10000 [05:49<04:47, 15.26it/s]
ELBO: -18576.1: 56%|#####6 | 5617/10000 [05:49<04:47, 15.26it/s]
ELBO: -18607.4: 56%|#####6 | 5618/10000 [05:49<04:47, 15.26it/s]
ELBO: -18576.8: 56%|#####6 | 5619/10000 [05:49<04:47, 15.26it/s]
ELBO: -18576.8: 56%|#####6 | 5620/10000 [05:49<04:57, 14.74it/s]
ELBO: -18621.4: 56%|#####6 | 5620/10000 [05:49<04:57, 14.74it/s]
ELBO: -18619.6: 56%|#####6 | 5621/10000 [05:50<04:57, 14.74it/s]
ELBO: -18650.5: 56%|#####6 | 5622/10000 [05:50<04:57, 14.74it/s]
ELBO: -18650.5: 56%|#####6 | 5623/10000 [05:50<04:28, 16.32it/s]
ELBO: -18575.7: 56%|#####6 | 5623/10000 [05:50<04:28, 16.32it/s]
ELBO: -18560.0: 56%|#####6 | 5624/10000 [05:50<04:28, 16.32it/s]
ELBO: -18560.0: 56%|#####6 | 5625/10000 [05:50<04:50, 15.05it/s]
ELBO: -18656.8: 56%|#####6 | 5625/10000 [05:50<04:50, 15.05it/s]
ELBO: -18631.6: 56%|#####6 | 5626/10000 [05:50<04:50, 15.05it/s]
ELBO: -18624.0: 56%|#####6 | 5627/10000 [05:50<04:50, 15.05it/s]
ELBO: -18624.0: 56%|#####6 | 5628/10000 [05:50<04:24, 16.52it/s]
ELBO: -18639.1: 56%|#####6 | 5628/10000 [05:50<04:24, 16.52it/s]
ELBO: -18638.9: 56%|#####6 | 5629/10000 [05:50<04:24, 16.52it/s]
ELBO: -18638.9: 56%|#####6 | 5630/10000 [05:50<04:49, 15.10it/s]
ELBO: -18633.1: 56%|#####6 | 5630/10000 [05:50<04:49, 15.10it/s]
ELBO: -18641.1: 56%|#####6 | 5631/10000 [05:50<04:49, 15.10it/s]
ELBO: -18659.4: 56%|#####6 | 5632/10000 [05:50<04:49, 15.10it/s]
ELBO: -18659.4: 56%|#####6 | 5633/10000 [05:50<04:21, 16.67it/s]
ELBO: -18627.3: 56%|#####6 | 5633/10000 [05:50<04:21, 16.67it/s]
ELBO: -18599.9: 56%|#####6 | 5634/10000 [05:50<04:21, 16.67it/s]
ELBO: -18599.9: 56%|#####6 | 5635/10000 [05:50<04:46, 15.22it/s]
ELBO: -18572.8: 56%|#####6 | 5635/10000 [05:50<04:46, 15.22it/s]
ELBO: -18592.5: 56%|#####6 | 5636/10000 [05:50<04:46, 15.22it/s]
ELBO: -18612.4: 56%|#####6 | 5637/10000 [05:51<04:46, 15.22it/s]
ELBO: -18612.4: 56%|#####6 | 5638/10000 [05:51<04:56, 14.69it/s]
ELBO: -18588.3: 56%|#####6 | 5638/10000 [05:51<04:56, 14.69it/s]
ELBO: -18681.3: 56%|#####6 | 5639/10000 [05:51<04:56, 14.69it/s]
ELBO: -18581.7: 56%|#####6 | 5640/10000 [05:51<04:56, 14.69it/s]
ELBO: -18581.7: 56%|#####6 | 5641/10000 [05:51<04:27, 16.28it/s]
ELBO: -18582.6: 56%|#####6 | 5641/10000 [05:51<04:27, 16.28it/s]
ELBO: -18661.2: 56%|#####6 | 5642/10000 [05:51<04:27, 16.28it/s]
ELBO: -18661.2: 56%|#####6 | 5643/10000 [05:51<04:49, 15.05it/s]
ELBO: -18575.1: 56%|#####6 | 5643/10000 [05:51<04:49, 15.05it/s]
ELBO: -18623.5: 56%|#####6 | 5644/10000 [05:51<04:49, 15.05it/s]
ELBO: -18584.1: 56%|#####6 | 5645/10000 [05:51<04:49, 15.05it/s]
ELBO: -18584.1: 56%|#####6 | 5646/10000 [05:51<04:22, 16.60it/s]
ELBO: -18595.0: 56%|#####6 | 5646/10000 [05:51<04:22, 16.60it/s]
ELBO: -18569.5: 56%|#####6 | 5647/10000 [05:51<04:22, 16.60it/s]
ELBO: -18569.5: 56%|#####6 | 5648/10000 [05:51<04:46, 15.18it/s]
ELBO: -18593.1: 56%|#####6 | 5648/10000 [05:51<04:46, 15.18it/s]
ELBO: -18580.6: 56%|#####6 | 5649/10000 [05:51<04:46, 15.18it/s]
ELBO: -18620.0: 56%|#####6 | 5650/10000 [05:51<04:46, 15.18it/s]
ELBO: -18620.0: 57%|#####6 | 5651/10000 [05:51<04:20, 16.72it/s]
ELBO: -18674.1: 57%|#####6 | 5651/10000 [05:51<04:20, 16.72it/s]
ELBO: -18572.5: 57%|#####6 | 5652/10000 [05:52<04:20, 16.72it/s]
ELBO: -18572.5: 57%|#####6 | 5653/10000 [05:52<04:44, 15.27it/s]
ELBO: -18567.4: 57%|#####6 | 5653/10000 [05:52<04:44, 15.27it/s]
ELBO: -18602.2: 57%|#####6 | 5654/10000 [05:52<04:44, 15.27it/s]
ELBO: -18569.0: 57%|#####6 | 5655/10000 [05:52<04:44, 15.27it/s]
ELBO: -18569.0: 57%|#####6 | 5656/10000 [05:52<04:53, 14.79it/s]
ELBO: -18587.9: 57%|#####6 | 5656/10000 [05:52<04:53, 14.79it/s]
ELBO: -18622.6: 57%|#####6 | 5657/10000 [05:52<04:53, 14.79it/s]
ELBO: -18579.1: 57%|#####6 | 5658/10000 [05:52<04:53, 14.79it/s]
ELBO: -18579.1: 57%|#####6 | 5659/10000 [05:52<04:25, 16.35it/s]
ELBO: -18561.3: 57%|#####6 | 5659/10000 [05:52<04:25, 16.35it/s]
ELBO: -18634.3: 57%|#####6 | 5660/10000 [05:52<04:25, 16.35it/s]
ELBO: -18634.3: 57%|#####6 | 5661/10000 [05:52<04:47, 15.08it/s]
ELBO: -18567.8: 57%|#####6 | 5661/10000 [05:52<04:47, 15.08it/s]
ELBO: -18605.0: 57%|#####6 | 5662/10000 [05:52<04:47, 15.08it/s]
ELBO: -18587.9: 57%|#####6 | 5663/10000 [05:52<04:47, 15.08it/s]
ELBO: -18587.9: 57%|#####6 | 5664/10000 [05:52<04:21, 16.61it/s]
ELBO: -18625.1: 57%|#####6 | 5664/10000 [05:52<04:21, 16.61it/s]
ELBO: -18632.4: 57%|#####6 | 5665/10000 [05:52<04:21, 16.61it/s]
ELBO: -18632.4: 57%|#####6 | 5666/10000 [05:52<04:45, 15.16it/s]
ELBO: -18583.1: 57%|#####6 | 5666/10000 [05:52<04:45, 15.16it/s]
ELBO: -18616.2: 57%|#####6 | 5667/10000 [05:52<04:45, 15.16it/s]
ELBO: -18628.1: 57%|#####6 | 5668/10000 [05:53<04:45, 15.16it/s]
ELBO: -18628.1: 57%|#####6 | 5669/10000 [05:53<04:21, 16.54it/s]
ELBO: -18594.8: 57%|#####6 | 5669/10000 [05:53<04:21, 16.54it/s]
ELBO: -18563.1: 57%|#####6 | 5670/10000 [05:53<04:21, 16.54it/s]
ELBO: -18563.1: 57%|#####6 | 5671/10000 [05:53<04:45, 15.17it/s]
ELBO: -18575.3: 57%|#####6 | 5671/10000 [05:53<04:45, 15.17it/s]
ELBO: -18590.3: 57%|#####6 | 5672/10000 [05:53<04:45, 15.17it/s]
ELBO: -18588.0: 57%|#####6 | 5673/10000 [05:53<04:45, 15.17it/s]
ELBO: -18588.0: 57%|#####6 | 5674/10000 [05:53<04:53, 14.75it/s]
ELBO: -18576.0: 57%|#####6 | 5674/10000 [05:53<04:53, 14.75it/s]
ELBO: -18581.1: 57%|#####6 | 5675/10000 [05:53<04:53, 14.75it/s]
ELBO: -18533.3: 57%|#####6 | 5676/10000 [05:53<04:53, 14.75it/s]
ELBO: -18533.3: 57%|#####6 | 5677/10000 [05:53<04:24, 16.34it/s]
ELBO: -18590.7: 57%|#####6 | 5677/10000 [05:53<04:24, 16.34it/s]
ELBO: -18659.9: 57%|#####6 | 5678/10000 [05:53<04:24, 16.34it/s]
ELBO: -18659.9: 57%|#####6 | 5679/10000 [05:53<04:47, 15.01it/s]
ELBO: -18582.3: 57%|#####6 | 5679/10000 [05:53<04:47, 15.01it/s]
ELBO: -18596.5: 57%|#####6 | 5680/10000 [05:53<04:47, 15.01it/s]
ELBO: -18594.7: 57%|#####6 | 5681/10000 [05:53<04:47, 15.01it/s]
ELBO: -18594.7: 57%|#####6 | 5682/10000 [05:53<04:20, 16.56it/s]
ELBO: -18550.8: 57%|#####6 | 5682/10000 [05:53<04:20, 16.56it/s]
ELBO: -18675.0: 57%|#####6 | 5683/10000 [05:54<04:20, 16.56it/s]
ELBO: -18675.0: 57%|#####6 | 5684/10000 [05:54<04:44, 15.15it/s]
ELBO: -18567.3: 57%|#####6 | 5684/10000 [05:54<04:44, 15.15it/s]
ELBO: -18650.9: 57%|#####6 | 5685/10000 [05:54<04:44, 15.15it/s]
ELBO: -18703.3: 57%|#####6 | 5686/10000 [05:54<04:44, 15.15it/s]
ELBO: -18703.3: 57%|#####6 | 5687/10000 [05:54<04:18, 16.66it/s]
ELBO: -18567.2: 57%|#####6 | 5687/10000 [05:54<04:18, 16.66it/s]
ELBO: -18587.8: 57%|#####6 | 5688/10000 [05:54<04:18, 16.66it/s]
ELBO: -18587.8: 57%|#####6 | 5689/10000 [05:54<04:43, 15.23it/s]
ELBO: -18590.8: 57%|#####6 | 5689/10000 [05:54<04:43, 15.23it/s]
ELBO: -18565.9: 57%|#####6 | 5690/10000 [05:54<04:43, 15.23it/s]
ELBO: -18559.3: 57%|#####6 | 5691/10000 [05:54<04:42, 15.23it/s]
ELBO: -18559.3: 57%|#####6 | 5692/10000 [05:54<04:51, 14.80it/s]
ELBO: -18593.3: 57%|#####6 | 5692/10000 [05:54<04:51, 14.80it/s]
ELBO: -18606.5: 57%|#####6 | 5693/10000 [05:54<04:51, 14.80it/s]
ELBO: -18625.9: 57%|#####6 | 5694/10000 [05:54<04:51, 14.80it/s]
ELBO: -18625.9: 57%|#####6 | 5695/10000 [05:54<04:23, 16.36it/s]
ELBO: -18559.8: 57%|#####6 | 5695/10000 [05:54<04:23, 16.36it/s]
ELBO: -18567.2: 57%|#####6 | 5696/10000 [05:54<04:23, 16.36it/s]
ELBO: -18567.2: 57%|#####6 | 5697/10000 [05:54<04:45, 15.06it/s]
ELBO: -18581.0: 57%|#####6 | 5697/10000 [05:54<04:45, 15.06it/s]
ELBO: -18591.5: 57%|#####6 | 5698/10000 [05:54<04:45, 15.06it/s]
ELBO: -18568.7: 57%|#####6 | 5699/10000 [05:55<04:45, 15.06it/s]
ELBO: -18568.7: 57%|#####6 | 5700/10000 [05:55<04:18, 16.63it/s]
ELBO: -18594.1: 57%|#####6 | 5700/10000 [05:55<04:18, 16.63it/s]
ELBO: -18554.5: 57%|#####7 | 5701/10000 [05:55<04:18, 16.63it/s]
ELBO: -18554.5: 57%|#####7 | 5702/10000 [05:55<04:42, 15.19it/s]
ELBO: -18587.6: 57%|#####7 | 5702/10000 [05:55<04:42, 15.19it/s]
ELBO: -18628.9: 57%|#####7 | 5703/10000 [05:55<04:42, 15.19it/s]
ELBO: -18552.2: 57%|#####7 | 5704/10000 [05:55<04:42, 15.19it/s]
ELBO: -18552.2: 57%|#####7 | 5705/10000 [05:55<04:16, 16.73it/s]
ELBO: -18646.8: 57%|#####7 | 5705/10000 [05:55<04:16, 16.73it/s]
ELBO: -18566.2: 57%|#####7 | 5706/10000 [05:55<04:16, 16.73it/s]
ELBO: -18566.2: 57%|#####7 | 5707/10000 [05:55<04:41, 15.24it/s]
ELBO: -18564.8: 57%|#####7 | 5707/10000 [05:55<04:41, 15.24it/s]
ELBO: -18617.2: 57%|#####7 | 5708/10000 [05:55<04:41, 15.24it/s]
ELBO: -18655.3: 57%|#####7 | 5709/10000 [05:55<04:41, 15.24it/s]
ELBO: -18655.3: 57%|#####7 | 5710/10000 [05:55<04:50, 14.75it/s]
ELBO: -18586.2: 57%|#####7 | 5710/10000 [05:55<04:50, 14.75it/s]
ELBO: -18616.4: 57%|#####7 | 5711/10000 [05:55<04:50, 14.75it/s]
ELBO: -18655.0: 57%|#####7 | 5712/10000 [05:55<04:50, 14.75it/s]
ELBO: -18655.0: 57%|#####7 | 5713/10000 [05:55<04:22, 16.34it/s]
ELBO: -18578.8: 57%|#####7 | 5713/10000 [05:55<04:22, 16.34it/s]
ELBO: -18561.6: 57%|#####7 | 5714/10000 [05:56<04:22, 16.34it/s]
ELBO: -18561.6: 57%|#####7 | 5715/10000 [05:56<04:44, 15.08it/s]
ELBO: -18606.9: 57%|#####7 | 5715/10000 [05:56<04:44, 15.08it/s]
ELBO: -18581.3: 57%|#####7 | 5716/10000 [05:56<04:44, 15.08it/s]
ELBO: -18542.6: 57%|#####7 | 5717/10000 [05:56<04:44, 15.08it/s]
ELBO: -18542.6: 57%|#####7 | 5718/10000 [05:56<04:16, 16.67it/s]
ELBO: -18621.4: 57%|#####7 | 5718/10000 [05:56<04:16, 16.67it/s]
ELBO: -18545.6: 57%|#####7 | 5719/10000 [05:56<04:16, 16.67it/s]
ELBO: -18545.6: 57%|#####7 | 5720/10000 [05:56<04:40, 15.25it/s]
ELBO: -18569.8: 57%|#####7 | 5720/10000 [05:56<04:40, 15.25it/s]
ELBO: -18537.6: 57%|#####7 | 5721/10000 [05:56<04:40, 15.25it/s]
ELBO: -18580.8: 57%|#####7 | 5722/10000 [05:56<04:40, 15.25it/s]
ELBO: -18580.8: 57%|#####7 | 5723/10000 [05:56<04:14, 16.83it/s]
ELBO: -18622.0: 57%|#####7 | 5723/10000 [05:56<04:14, 16.83it/s]
ELBO: -18621.0: 57%|#####7 | 5724/10000 [05:56<04:14, 16.83it/s]
ELBO: -18621.0: 57%|#####7 | 5725/10000 [05:56<04:38, 15.34it/s]
ELBO: -18566.2: 57%|#####7 | 5725/10000 [05:56<04:38, 15.34it/s]
ELBO: -18560.4: 57%|#####7 | 5726/10000 [05:56<04:38, 15.34it/s]
ELBO: -18574.2: 57%|#####7 | 5727/10000 [05:56<04:38, 15.34it/s]
ELBO: -18574.2: 57%|#####7 | 5728/10000 [05:56<04:47, 14.84it/s]
ELBO: -18576.7: 57%|#####7 | 5728/10000 [05:56<04:47, 14.84it/s]
ELBO: -18552.7: 57%|#####7 | 5729/10000 [05:56<04:47, 14.84it/s]
ELBO: -18527.8: 57%|#####7 | 5730/10000 [05:56<04:47, 14.84it/s]
ELBO: -18527.8: 57%|#####7 | 5731/10000 [05:56<04:20, 16.39it/s]
ELBO: -18577.7: 57%|#####7 | 5731/10000 [05:57<04:20, 16.39it/s]
ELBO: -18607.1: 57%|#####7 | 5732/10000 [05:57<04:20, 16.39it/s]
ELBO: -18607.1: 57%|#####7 | 5733/10000 [05:57<04:42, 15.08it/s]
ELBO: -18590.0: 57%|#####7 | 5735/10000 [05:57<04:42, 15.08it/s]
ELBO: -18567.9: 57%|#####7 | 5736/10000 [05:57<04:42, 15.08it/s]
ELBO: -18548.1: 57%|#####7 | 5737/10000 [05:57<04:42, 15.08it/s]
ELBO: -18548.1: 57%|#####7 | 5738/10000 [05:57<03:28, 20.41it/s]
ELBO: -18618.1: 57%|#####7 | 5738/10000 [05:57<03:28, 20.41it/s]
ELBO: -18578.7: 57%|#####7 | 5739/10000 [05:57<03:28, 20.41it/s]
ELBO: -18567.2: 57%|#####7 | 5740/10000 [05:57<03:28, 20.41it/s]
ELBO: -18567.2: 57%|#####7 | 5741/10000 [05:57<03:55, 18.08it/s]
ELBO: -18623.7: 57%|#####7 | 5741/10000 [05:57<03:55, 18.08it/s]
ELBO: -18531.3: 57%|#####7 | 5742/10000 [05:57<03:55, 18.08it/s]
ELBO: -18619.4: 57%|#####7 | 5743/10000 [05:57<03:55, 18.08it/s]
ELBO: -18619.4: 57%|#####7 | 5744/10000 [05:57<04:14, 16.71it/s]
ELBO: -18591.4: 57%|#####7 | 5744/10000 [05:57<04:14, 16.71it/s]
ELBO: -18486.5: 57%|#####7 | 5745/10000 [05:57<04:14, 16.71it/s]
ELBO: -18556.7: 57%|#####7 | 5746/10000 [05:57<04:14, 16.71it/s]
ELBO: -18556.7: 57%|#####7 | 5747/10000 [05:57<03:59, 17.73it/s]
ELBO: -18591.0: 57%|#####7 | 5747/10000 [05:57<03:59, 17.73it/s]
ELBO: -18560.9: 57%|#####7 | 5748/10000 [05:58<03:59, 17.73it/s]
ELBO: -18560.9: 57%|#####7 | 5749/10000 [05:58<04:24, 16.07it/s]
ELBO: -18546.7: 57%|#####7 | 5749/10000 [05:58<04:24, 16.07it/s]
ELBO: -18610.8: 57%|#####7 | 5750/10000 [05:58<04:24, 16.07it/s]
ELBO: -18561.5: 58%|#####7 | 5751/10000 [05:58<04:24, 16.07it/s]
ELBO: -18561.5: 58%|#####7 | 5752/10000 [05:58<04:05, 17.31it/s]
ELBO: -18569.0: 58%|#####7 | 5752/10000 [05:58<04:05, 17.31it/s]
ELBO: -18559.4: 58%|#####7 | 5753/10000 [05:58<04:05, 17.31it/s]
ELBO: -18559.4: 58%|#####7 | 5754/10000 [05:58<04:30, 15.71it/s]
ELBO: -18561.1: 58%|#####7 | 5754/10000 [05:58<04:30, 15.71it/s]
ELBO: -18575.6: 58%|#####7 | 5755/10000 [05:58<04:30, 15.71it/s]
ELBO: -18610.5: 58%|#####7 | 5756/10000 [05:58<04:30, 15.71it/s]
ELBO: -18610.5: 58%|#####7 | 5757/10000 [05:58<04:41, 15.09it/s]
ELBO: -18589.3: 58%|#####7 | 5757/10000 [05:58<04:41, 15.09it/s]
ELBO: -18562.9: 58%|#####7 | 5758/10000 [05:58<04:41, 15.09it/s]
ELBO: -18605.7: 58%|#####7 | 5759/10000 [05:58<04:41, 15.09it/s]
ELBO: -18605.7: 58%|#####7 | 5760/10000 [05:58<04:16, 16.53it/s]
ELBO: -18541.1: 58%|#####7 | 5760/10000 [05:58<04:16, 16.53it/s]
ELBO: -18589.5: 58%|#####7 | 5761/10000 [05:58<04:16, 16.53it/s]
ELBO: -18589.5: 58%|#####7 | 5762/10000 [05:58<04:38, 15.23it/s]
ELBO: -18584.3: 58%|#####7 | 5762/10000 [05:58<04:38, 15.23it/s]
ELBO: -18561.3: 58%|#####7 | 5763/10000 [05:58<04:38, 15.23it/s]
ELBO: -18545.7: 58%|#####7 | 5764/10000 [05:59<04:38, 15.23it/s]
ELBO: -18545.7: 58%|#####7 | 5765/10000 [05:59<04:13, 16.72it/s]
ELBO: -18603.1: 58%|#####7 | 5765/10000 [05:59<04:13, 16.72it/s]
ELBO: -18585.2: 58%|#####7 | 5766/10000 [05:59<04:13, 16.72it/s]
ELBO: -18585.2: 58%|#####7 | 5767/10000 [05:59<04:38, 15.17it/s]
ELBO: -18595.1: 58%|#####7 | 5767/10000 [05:59<04:38, 15.17it/s]
ELBO: -18588.6: 58%|#####7 | 5768/10000 [05:59<04:38, 15.17it/s]
ELBO: -18539.9: 58%|#####7 | 5769/10000 [05:59<04:38, 15.17it/s]
ELBO: -18539.9: 58%|#####7 | 5770/10000 [05:59<04:12, 16.77it/s]
ELBO: -18554.9: 58%|#####7 | 5770/10000 [05:59<04:12, 16.77it/s]
ELBO: -18557.9: 58%|#####7 | 5771/10000 [05:59<04:12, 16.77it/s]
ELBO: -18557.9: 58%|#####7 | 5772/10000 [05:59<04:36, 15.29it/s]
ELBO: -18595.7: 58%|#####7 | 5772/10000 [05:59<04:36, 15.29it/s]
ELBO: -18602.1: 58%|#####7 | 5773/10000 [05:59<04:36, 15.29it/s]
ELBO: -18565.5: 58%|#####7 | 5774/10000 [05:59<04:36, 15.29it/s]
ELBO: -18565.5: 58%|#####7 | 5775/10000 [05:59<04:46, 14.76it/s]
ELBO: -18506.3: 58%|#####7 | 5775/10000 [05:59<04:46, 14.76it/s]
ELBO: -18514.2: 58%|#####7 | 5776/10000 [05:59<04:46, 14.76it/s]
ELBO: -18562.4: 58%|#####7 | 5777/10000 [05:59<04:46, 14.76it/s]
ELBO: -18562.4: 58%|#####7 | 5778/10000 [05:59<04:18, 16.33it/s]
ELBO: -18581.2: 58%|#####7 | 5778/10000 [05:59<04:18, 16.33it/s]
ELBO: -18570.6: 58%|#####7 | 5779/10000 [06:00<04:18, 16.33it/s]
ELBO: -18570.6: 58%|#####7 | 5780/10000 [06:00<04:39, 15.10it/s]
ELBO: -18515.4: 58%|#####7 | 5780/10000 [06:00<04:39, 15.10it/s]
ELBO: -18554.2: 58%|#####7 | 5781/10000 [06:00<04:39, 15.10it/s]
ELBO: -18553.5: 58%|#####7 | 5782/10000 [06:00<04:39, 15.10it/s]
ELBO: -18553.5: 58%|#####7 | 5783/10000 [06:00<04:14, 16.59it/s]
ELBO: -18600.0: 58%|#####7 | 5783/10000 [06:00<04:14, 16.59it/s]
ELBO: -18513.1: 58%|#####7 | 5784/10000 [06:00<04:14, 16.59it/s]
ELBO: -18513.1: 58%|#####7 | 5785/10000 [06:00<04:38, 15.13it/s]
ELBO: -18584.9: 58%|#####7 | 5785/10000 [06:00<04:38, 15.13it/s]
ELBO: -18516.3: 58%|#####7 | 5786/10000 [06:00<04:38, 15.13it/s]
ELBO: -18587.1: 58%|#####7 | 5787/10000 [06:00<04:38, 15.13it/s]
ELBO: -18587.1: 58%|#####7 | 5788/10000 [06:00<04:12, 16.71it/s]
ELBO: -18568.9: 58%|#####7 | 5788/10000 [06:00<04:12, 16.71it/s]
ELBO: -18525.2: 58%|#####7 | 5789/10000 [06:00<04:12, 16.71it/s]
ELBO: -18525.2: 58%|#####7 | 5790/10000 [06:00<04:35, 15.29it/s]
ELBO: -18555.0: 58%|#####7 | 5790/10000 [06:00<04:35, 15.29it/s]
ELBO: -18596.6: 58%|#####7 | 5791/10000 [06:00<04:35, 15.29it/s]
ELBO: -18598.1: 58%|#####7 | 5792/10000 [06:00<04:35, 15.29it/s]
ELBO: -18598.1: 58%|#####7 | 5793/10000 [06:00<04:43, 14.82it/s]
ELBO: -18597.6: 58%|#####7 | 5793/10000 [06:00<04:43, 14.82it/s]
ELBO: -18625.8: 58%|#####7 | 5794/10000 [06:00<04:43, 14.82it/s]
ELBO: -18545.3: 58%|#####7 | 5795/10000 [06:00<04:43, 14.82it/s]
ELBO: -18545.3: 58%|#####7 | 5796/10000 [06:00<04:16, 16.38it/s]
ELBO: -18562.0: 58%|#####7 | 5796/10000 [06:01<04:16, 16.38it/s]
ELBO: -18560.9: 58%|#####7 | 5797/10000 [06:01<04:16, 16.38it/s]
ELBO: -18560.9: 58%|#####7 | 5798/10000 [06:01<04:38, 15.10it/s]
ELBO: -18554.0: 58%|#####7 | 5798/10000 [06:01<04:38, 15.10it/s]
ELBO: -18524.0: 58%|#####7 | 5799/10000 [06:01<04:38, 15.10it/s]
ELBO: -18602.4: 58%|#####8 | 5800/10000 [06:01<04:38, 15.10it/s]
ELBO: -18602.4: 58%|#####8 | 5801/10000 [06:01<04:12, 16.63it/s]
ELBO: -18542.3: 58%|#####8 | 5801/10000 [06:01<04:12, 16.63it/s]
ELBO: -18560.0: 58%|#####8 | 5802/10000 [06:01<04:12, 16.63it/s]
ELBO: -18560.0: 58%|#####8 | 5803/10000 [06:01<04:36, 15.20it/s]
ELBO: -18508.9: 58%|#####8 | 5803/10000 [06:01<04:36, 15.20it/s]
ELBO: -18582.5: 58%|#####8 | 5804/10000 [06:01<04:36, 15.20it/s]
ELBO: -18534.3: 58%|#####8 | 5805/10000 [06:01<04:35, 15.20it/s]
ELBO: -18534.3: 58%|#####8 | 5806/10000 [06:01<04:09, 16.78it/s]
ELBO: -18556.6: 58%|#####8 | 5806/10000 [06:01<04:09, 16.78it/s]
ELBO: -18551.4: 58%|#####8 | 5807/10000 [06:01<04:09, 16.78it/s]
ELBO: -18551.4: 58%|#####8 | 5808/10000 [06:01<04:33, 15.30it/s]
ELBO: -18548.2: 58%|#####8 | 5808/10000 [06:01<04:33, 15.30it/s]
ELBO: -18602.8: 58%|#####8 | 5809/10000 [06:01<04:33, 15.30it/s]
ELBO: -18577.5: 58%|#####8 | 5810/10000 [06:01<04:33, 15.30it/s]
ELBO: -18577.5: 58%|#####8 | 5811/10000 [06:01<04:44, 14.74it/s]
ELBO: -18585.2: 58%|#####8 | 5811/10000 [06:02<04:44, 14.74it/s]
ELBO: -18581.3: 58%|#####8 | 5812/10000 [06:02<04:44, 14.74it/s]
ELBO: -18548.3: 58%|#####8 | 5813/10000 [06:02<04:44, 14.74it/s]
ELBO: -18548.3: 58%|#####8 | 5814/10000 [06:02<04:17, 16.26it/s]
ELBO: -18580.8: 58%|#####8 | 5814/10000 [06:02<04:17, 16.26it/s]
ELBO: -18573.8: 58%|#####8 | 5815/10000 [06:02<04:17, 16.26it/s]
ELBO: -18573.8: 58%|#####8 | 5816/10000 [06:02<04:38, 15.01it/s]
ELBO: -18534.3: 58%|#####8 | 5816/10000 [06:02<04:38, 15.01it/s]
ELBO: -18554.7: 58%|#####8 | 5817/10000 [06:02<04:38, 15.01it/s]
ELBO: -18578.6: 58%|#####8 | 5818/10000 [06:02<04:38, 15.01it/s]
ELBO: -18578.6: 58%|#####8 | 5819/10000 [06:02<04:12, 16.57it/s]
ELBO: -18589.8: 58%|#####8 | 5819/10000 [06:02<04:12, 16.57it/s]
ELBO: -18483.9: 58%|#####8 | 5820/10000 [06:02<04:12, 16.57it/s]
ELBO: -18483.9: 58%|#####8 | 5821/10000 [06:02<04:35, 15.17it/s]
ELBO: -18528.3: 58%|#####8 | 5821/10000 [06:02<04:35, 15.17it/s]
ELBO: -18569.7: 58%|#####8 | 5822/10000 [06:02<04:35, 15.17it/s]
ELBO: -18515.8: 58%|#####8 | 5823/10000 [06:02<04:35, 15.17it/s]
ELBO: -18515.8: 58%|#####8 | 5824/10000 [06:02<04:09, 16.73it/s]
ELBO: -18552.0: 58%|#####8 | 5824/10000 [06:02<04:09, 16.73it/s]
ELBO: -18560.0: 58%|#####8 | 5825/10000 [06:02<04:09, 16.73it/s]
ELBO: -18560.0: 58%|#####8 | 5826/10000 [06:02<04:33, 15.28it/s]
ELBO: -18566.9: 58%|#####8 | 5826/10000 [06:02<04:33, 15.28it/s]
ELBO: -18580.2: 58%|#####8 | 5827/10000 [06:03<04:33, 15.28it/s]
ELBO: -18544.9: 58%|#####8 | 5828/10000 [06:03<04:33, 15.28it/s]
ELBO: -18544.9: 58%|#####8 | 5829/10000 [06:03<04:41, 14.81it/s]
ELBO: -18497.3: 58%|#####8 | 5829/10000 [06:03<04:41, 14.81it/s]
ELBO: -18516.2: 58%|#####8 | 5830/10000 [06:03<04:41, 14.81it/s]
ELBO: -18511.7: 58%|#####8 | 5831/10000 [06:03<04:41, 14.81it/s]
ELBO: -18511.7: 58%|#####8 | 5832/10000 [06:03<04:16, 16.28it/s]
ELBO: -18545.9: 58%|#####8 | 5832/10000 [06:03<04:16, 16.28it/s]
ELBO: -18515.4: 58%|#####8 | 5833/10000 [06:03<04:15, 16.28it/s]
ELBO: -18515.4: 58%|#####8 | 5834/10000 [06:03<04:38, 14.98it/s]
ELBO: -18578.8: 58%|#####8 | 5834/10000 [06:03<04:38, 14.98it/s]
ELBO: -18535.5: 58%|#####8 | 5835/10000 [06:03<04:37, 14.98it/s]
ELBO: -18505.5: 58%|#####8 | 5836/10000 [06:03<04:37, 14.98it/s]
ELBO: -18505.5: 58%|#####8 | 5837/10000 [06:03<04:11, 16.57it/s]
ELBO: -18578.4: 58%|#####8 | 5837/10000 [06:03<04:11, 16.57it/s]
ELBO: -18560.9: 58%|#####8 | 5838/10000 [06:03<04:11, 16.57it/s]
ELBO: -18560.9: 58%|#####8 | 5839/10000 [06:03<04:34, 15.15it/s]
ELBO: -18525.6: 58%|#####8 | 5839/10000 [06:03<04:34, 15.15it/s]
ELBO: -18523.0: 58%|#####8 | 5840/10000 [06:03<04:34, 15.15it/s]
ELBO: -18552.6: 58%|#####8 | 5841/10000 [06:03<04:34, 15.15it/s]
ELBO: -18552.6: 58%|#####8 | 5842/10000 [06:03<04:08, 16.71it/s]
ELBO: -18601.5: 58%|#####8 | 5842/10000 [06:04<04:08, 16.71it/s]
ELBO: -18566.8: 58%|#####8 | 5843/10000 [06:04<04:08, 16.71it/s]
ELBO: -18566.8: 58%|#####8 | 5844/10000 [06:04<04:32, 15.25it/s]
ELBO: -18535.0: 58%|#####8 | 5844/10000 [06:04<04:32, 15.25it/s]
ELBO: -18522.6: 58%|#####8 | 5845/10000 [06:04<04:32, 15.25it/s]
ELBO: -18571.1: 58%|#####8 | 5846/10000 [06:04<04:32, 15.25it/s]
ELBO: -18571.1: 58%|#####8 | 5847/10000 [06:04<04:40, 14.80it/s]
ELBO: -18548.6: 58%|#####8 | 5847/10000 [06:04<04:40, 14.80it/s]
ELBO: -18520.7: 58%|#####8 | 5848/10000 [06:04<04:40, 14.80it/s]
ELBO: -18540.0: 58%|#####8 | 5849/10000 [06:04<04:40, 14.80it/s]
ELBO: -18540.0: 58%|#####8 | 5850/10000 [06:04<04:13, 16.34it/s]
ELBO: -18557.9: 58%|#####8 | 5850/10000 [06:04<04:13, 16.34it/s]
ELBO: -18509.4: 59%|#####8 | 5851/10000 [06:04<04:13, 16.34it/s]
ELBO: -18509.4: 59%|#####8 | 5852/10000 [06:04<04:35, 15.04it/s]
ELBO: -18577.1: 59%|#####8 | 5852/10000 [06:04<04:35, 15.04it/s]
ELBO: -18539.1: 59%|#####8 | 5853/10000 [06:04<04:35, 15.04it/s]
ELBO: -18547.9: 59%|#####8 | 5854/10000 [06:04<04:35, 15.04it/s]
ELBO: -18547.9: 59%|#####8 | 5855/10000 [06:04<04:10, 16.55it/s]
ELBO: -18513.0: 59%|#####8 | 5855/10000 [06:04<04:10, 16.55it/s]
ELBO: -18606.6: 59%|#####8 | 5856/10000 [06:04<04:10, 16.55it/s]
ELBO: -18606.6: 59%|#####8 | 5857/10000 [06:04<04:34, 15.10it/s]
ELBO: -18567.2: 59%|#####8 | 5857/10000 [06:04<04:34, 15.10it/s]
ELBO: -18519.0: 59%|#####8 | 5858/10000 [06:05<04:34, 15.10it/s]
ELBO: -18479.2: 59%|#####8 | 5859/10000 [06:05<04:34, 15.10it/s]
ELBO: -18479.2: 59%|#####8 | 5860/10000 [06:05<04:08, 16.66it/s]
ELBO: -18552.0: 59%|#####8 | 5860/10000 [06:05<04:08, 16.66it/s]
ELBO: -18508.7: 59%|#####8 | 5861/10000 [06:05<04:08, 16.66it/s]
ELBO: -18508.7: 59%|#####8 | 5862/10000 [06:05<04:32, 15.21it/s]
ELBO: -18522.1: 59%|#####8 | 5862/10000 [06:05<04:32, 15.21it/s]
ELBO: -18590.4: 59%|#####8 | 5863/10000 [06:05<04:32, 15.21it/s]
ELBO: -18524.6: 59%|#####8 | 5864/10000 [06:05<04:31, 15.21it/s]
ELBO: -18524.6: 59%|#####8 | 5865/10000 [06:05<04:40, 14.76it/s]
ELBO: -18520.8: 59%|#####8 | 5865/10000 [06:05<04:40, 14.76it/s]
ELBO: -18555.1: 59%|#####8 | 5866/10000 [06:05<04:40, 14.76it/s]
ELBO: -18487.7: 59%|#####8 | 5867/10000 [06:05<04:40, 14.76it/s]
ELBO: -18487.7: 59%|#####8 | 5868/10000 [06:05<04:12, 16.35it/s]
ELBO: -18487.1: 59%|#####8 | 5868/10000 [06:05<04:12, 16.35it/s]
ELBO: -18530.3: 59%|#####8 | 5869/10000 [06:05<04:12, 16.35it/s]
ELBO: -18530.3: 59%|#####8 | 5870/10000 [06:05<04:33, 15.08it/s]
ELBO: -18552.1: 59%|#####8 | 5870/10000 [06:05<04:33, 15.08it/s]
ELBO: -18557.3: 59%|#####8 | 5871/10000 [06:05<04:33, 15.08it/s]
ELBO: -18488.5: 59%|#####8 | 5872/10000 [06:05<04:33, 15.08it/s]
ELBO: -18488.5: 59%|#####8 | 5873/10000 [06:05<04:07, 16.68it/s]
ELBO: -18549.8: 59%|#####8 | 5873/10000 [06:06<04:07, 16.68it/s]
ELBO: -18539.6: 59%|#####8 | 5874/10000 [06:06<04:07, 16.68it/s]
ELBO: -18539.6: 59%|#####8 | 5875/10000 [06:06<04:30, 15.24it/s]
ELBO: -18491.9: 59%|#####8 | 5875/10000 [06:06<04:30, 15.24it/s]
ELBO: -18584.0: 59%|#####8 | 5876/10000 [06:06<04:30, 15.24it/s]
ELBO: -18523.1: 59%|#####8 | 5877/10000 [06:06<04:30, 15.24it/s]
ELBO: -18523.1: 59%|#####8 | 5878/10000 [06:06<04:05, 16.82it/s]
ELBO: -18591.1: 59%|#####8 | 5878/10000 [06:06<04:05, 16.82it/s]
ELBO: -18519.7: 59%|#####8 | 5879/10000 [06:06<04:04, 16.82it/s]
ELBO: -18519.7: 59%|#####8 | 5880/10000 [06:06<04:28, 15.36it/s]
ELBO: -18571.9: 59%|#####8 | 5880/10000 [06:06<04:28, 15.36it/s]
ELBO: -18530.6: 59%|#####8 | 5881/10000 [06:06<04:28, 15.36it/s]
ELBO: -18514.7: 59%|#####8 | 5882/10000 [06:06<04:28, 15.36it/s]
ELBO: -18514.7: 59%|#####8 | 5883/10000 [06:06<04:38, 14.78it/s]
ELBO: -18570.2: 59%|#####8 | 5883/10000 [06:06<04:38, 14.78it/s]
ELBO: -18574.8: 59%|#####8 | 5884/10000 [06:06<04:38, 14.78it/s]
ELBO: -18552.6: 59%|#####8 | 5885/10000 [06:06<04:38, 14.78it/s]
ELBO: -18552.6: 59%|#####8 | 5886/10000 [06:06<04:11, 16.34it/s]
ELBO: -18524.2: 59%|#####8 | 5888/10000 [06:06<04:11, 16.34it/s]
ELBO: -18541.1: 59%|#####8 | 5889/10000 [06:06<04:11, 16.34it/s]
ELBO: -18541.1: 59%|#####8 | 5890/10000 [06:06<03:39, 18.70it/s]
ELBO: -18550.0: 59%|#####8 | 5890/10000 [06:06<03:39, 18.70it/s]
ELBO: -18524.6: 59%|#####8 | 5891/10000 [06:06<03:39, 18.70it/s]
ELBO: -18496.9: 59%|#####8 | 5892/10000 [06:07<03:39, 18.70it/s]
ELBO: -18496.9: 59%|#####8 | 5893/10000 [06:07<03:33, 19.23it/s]
ELBO: -18529.2: 59%|#####8 | 5893/10000 [06:07<03:33, 19.23it/s]
ELBO: -18501.1: 59%|#####8 | 5894/10000 [06:07<03:33, 19.23it/s]
ELBO: -18501.1: 59%|#####8 | 5895/10000 [06:07<04:01, 16.97it/s]
ELBO: -18564.0: 59%|#####8 | 5895/10000 [06:07<04:01, 16.97it/s]
ELBO: -18494.6: 59%|#####8 | 5896/10000 [06:07<04:01, 16.97it/s]
ELBO: -18496.0: 59%|#####8 | 5897/10000 [06:07<04:01, 16.97it/s]
ELBO: -18496.0: 59%|#####8 | 5898/10000 [06:07<03:48, 17.97it/s]
ELBO: -18495.7: 59%|#####8 | 5898/10000 [06:07<03:48, 17.97it/s]
ELBO: -18525.9: 59%|#####8 | 5899/10000 [06:07<03:48, 17.97it/s]
ELBO: -18525.9: 59%|#####8 | 5900/10000 [06:07<04:14, 16.12it/s]
ELBO: -18533.7: 59%|#####8 | 5900/10000 [06:07<04:14, 16.12it/s]
ELBO: -18485.4: 59%|#####9 | 5901/10000 [06:07<04:14, 16.12it/s]
ELBO: -18595.6: 59%|#####9 | 5902/10000 [06:07<04:14, 16.12it/s]
ELBO: -18595.6: 59%|#####9 | 5903/10000 [06:07<04:28, 15.24it/s]
ELBO: -18526.3: 59%|#####9 | 5903/10000 [06:07<04:28, 15.24it/s]
ELBO: -18522.9: 59%|#####9 | 5904/10000 [06:07<04:28, 15.24it/s]
ELBO: -18564.3: 59%|#####9 | 5905/10000 [06:07<04:28, 15.24it/s]
ELBO: -18564.3: 59%|#####9 | 5906/10000 [06:07<04:05, 16.68it/s]
ELBO: -18560.2: 59%|#####9 | 5906/10000 [06:07<04:05, 16.68it/s]
ELBO: -18517.8: 59%|#####9 | 5907/10000 [06:08<04:05, 16.68it/s]
ELBO: -18517.8: 59%|#####9 | 5908/10000 [06:08<04:27, 15.30it/s]
ELBO: -18547.3: 59%|#####9 | 5908/10000 [06:08<04:27, 15.30it/s]
ELBO: -18520.3: 59%|#####9 | 5909/10000 [06:08<04:27, 15.30it/s]
ELBO: -18507.8: 59%|#####9 | 5910/10000 [06:08<04:27, 15.30it/s]
ELBO: -18507.8: 59%|#####9 | 5911/10000 [06:08<04:03, 16.79it/s]
ELBO: -18532.9: 59%|#####9 | 5911/10000 [06:08<04:03, 16.79it/s]
ELBO: -18502.5: 59%|#####9 | 5912/10000 [06:08<04:03, 16.79it/s]
ELBO: -18502.5: 59%|#####9 | 5913/10000 [06:08<04:27, 15.27it/s]
ELBO: -18541.6: 59%|#####9 | 5913/10000 [06:08<04:27, 15.27it/s]
ELBO: -18495.8: 59%|#####9 | 5914/10000 [06:08<04:27, 15.27it/s]
ELBO: -18493.5: 59%|#####9 | 5915/10000 [06:08<04:27, 15.27it/s]
ELBO: -18493.5: 59%|#####9 | 5916/10000 [06:08<04:03, 16.77it/s]
ELBO: -18477.8: 59%|#####9 | 5916/10000 [06:08<04:03, 16.77it/s]
ELBO: -18537.8: 59%|#####9 | 5917/10000 [06:08<04:03, 16.77it/s]
ELBO: -18537.8: 59%|#####9 | 5918/10000 [06:08<04:26, 15.29it/s]
ELBO: -18523.9: 59%|#####9 | 5918/10000 [06:08<04:26, 15.29it/s]
ELBO: -18500.3: 59%|#####9 | 5919/10000 [06:08<04:26, 15.29it/s]
ELBO: -18498.1: 59%|#####9 | 5920/10000 [06:08<04:26, 15.29it/s]
ELBO: -18498.1: 59%|#####9 | 5921/10000 [06:08<04:36, 14.73it/s]
ELBO: -18477.3: 59%|#####9 | 5921/10000 [06:08<04:36, 14.73it/s]
ELBO: -18554.5: 59%|#####9 | 5922/10000 [06:08<04:36, 14.73it/s]
ELBO: -18554.5: 59%|#####9 | 5923/10000 [06:08<04:21, 15.61it/s]
ELBO: -18525.2: 59%|#####9 | 5923/10000 [06:09<04:21, 15.61it/s]
ELBO: -18536.5: 59%|#####9 | 5924/10000 [06:09<04:21, 15.61it/s]
ELBO: -18545.5: 59%|#####9 | 5925/10000 [06:09<04:21, 15.61it/s]
ELBO: -18545.5: 59%|#####9 | 5926/10000 [06:09<04:30, 15.05it/s]
ELBO: -18510.2: 59%|#####9 | 5926/10000 [06:09<04:30, 15.05it/s]
ELBO: -18503.9: 59%|#####9 | 5927/10000 [06:09<04:30, 15.05it/s]
ELBO: -18511.5: 59%|#####9 | 5928/10000 [06:09<04:30, 15.05it/s]
ELBO: -18511.5: 59%|#####9 | 5929/10000 [06:09<04:05, 16.58it/s]
ELBO: -18492.9: 59%|#####9 | 5929/10000 [06:09<04:05, 16.58it/s]
ELBO: -18529.5: 59%|#####9 | 5930/10000 [06:09<04:05, 16.58it/s]
ELBO: -18529.5: 59%|#####9 | 5931/10000 [06:09<04:27, 15.19it/s]
ELBO: -18504.3: 59%|#####9 | 5931/10000 [06:09<04:27, 15.19it/s]
ELBO: -18558.2: 59%|#####9 | 5932/10000 [06:09<04:27, 15.19it/s]
ELBO: -18505.8: 59%|#####9 | 5933/10000 [06:09<04:27, 15.19it/s]
ELBO: -18505.8: 59%|#####9 | 5934/10000 [06:09<04:04, 16.66it/s]
ELBO: -18483.6: 59%|#####9 | 5934/10000 [06:09<04:04, 16.66it/s]
ELBO: -18509.4: 59%|#####9 | 5935/10000 [06:09<04:03, 16.66it/s]
ELBO: -18509.4: 59%|#####9 | 5936/10000 [06:09<04:29, 15.05it/s]
ELBO: -18545.6: 59%|#####9 | 5936/10000 [06:09<04:29, 15.05it/s]
ELBO: -18486.4: 59%|#####9 | 5937/10000 [06:09<04:29, 15.05it/s]
ELBO: -18514.4: 59%|#####9 | 5938/10000 [06:10<04:29, 15.05it/s]
ELBO: -18514.4: 59%|#####9 | 5939/10000 [06:10<04:38, 14.60it/s]
ELBO: -18461.1: 59%|#####9 | 5939/10000 [06:10<04:38, 14.60it/s]
ELBO: -18486.8: 59%|#####9 | 5940/10000 [06:10<04:38, 14.60it/s]
ELBO: -18494.6: 59%|#####9 | 5941/10000 [06:10<04:38, 14.60it/s]
ELBO: -18494.6: 59%|#####9 | 5942/10000 [06:10<04:10, 16.20it/s]
ELBO: -18499.5: 59%|#####9 | 5942/10000 [06:10<04:10, 16.20it/s]
ELBO: -18495.2: 59%|#####9 | 5943/10000 [06:10<04:10, 16.20it/s]
ELBO: -18495.2: 59%|#####9 | 5944/10000 [06:10<04:30, 15.00it/s]
ELBO: -18429.6: 59%|#####9 | 5944/10000 [06:10<04:30, 15.00it/s]
ELBO: -18540.7: 59%|#####9 | 5945/10000 [06:10<04:30, 15.00it/s]
ELBO: -18533.1: 59%|#####9 | 5946/10000 [06:10<04:30, 15.00it/s]
ELBO: -18533.1: 59%|#####9 | 5947/10000 [06:10<04:05, 16.48it/s]
ELBO: -18515.5: 59%|#####9 | 5947/10000 [06:10<04:05, 16.48it/s]
ELBO: -18507.2: 59%|#####9 | 5948/10000 [06:10<04:05, 16.48it/s]
ELBO: -18507.2: 59%|#####9 | 5949/10000 [06:10<04:28, 15.10it/s]
ELBO: -18558.8: 59%|#####9 | 5949/10000 [06:10<04:28, 15.10it/s]
ELBO: -18497.5: 60%|#####9 | 5950/10000 [06:10<04:28, 15.10it/s]
ELBO: -18487.2: 60%|#####9 | 5951/10000 [06:10<04:28, 15.10it/s]
ELBO: -18487.2: 60%|#####9 | 5952/10000 [06:10<04:02, 16.68it/s]
ELBO: -18502.7: 60%|#####9 | 5952/10000 [06:10<04:02, 16.68it/s]
ELBO: -18528.4: 60%|#####9 | 5953/10000 [06:10<04:02, 16.68it/s]
ELBO: -18528.4: 60%|#####9 | 5954/10000 [06:10<04:25, 15.23it/s]
ELBO: -18503.8: 60%|#####9 | 5954/10000 [06:11<04:25, 15.23it/s]
ELBO: -18440.9: 60%|#####9 | 5955/10000 [06:11<04:25, 15.23it/s]
ELBO: -18484.0: 60%|#####9 | 5956/10000 [06:11<04:25, 15.23it/s]
ELBO: -18484.0: 60%|#####9 | 5957/10000 [06:11<04:34, 14.71it/s]
ELBO: -18535.5: 60%|#####9 | 5957/10000 [06:11<04:34, 14.71it/s]
ELBO: -18449.0: 60%|#####9 | 5958/10000 [06:11<04:34, 14.71it/s]
ELBO: -18534.4: 60%|#####9 | 5959/10000 [06:11<04:34, 14.71it/s]
ELBO: -18534.4: 60%|#####9 | 5960/10000 [06:11<04:08, 16.27it/s]
ELBO: -18482.7: 60%|#####9 | 5960/10000 [06:11<04:08, 16.27it/s]
ELBO: -18586.4: 60%|#####9 | 5961/10000 [06:11<04:08, 16.27it/s]
ELBO: -18586.4: 60%|#####9 | 5962/10000 [06:11<04:28, 15.03it/s]
ELBO: -18562.1: 60%|#####9 | 5962/10000 [06:11<04:28, 15.03it/s]
ELBO: -18503.9: 60%|#####9 | 5963/10000 [06:11<04:28, 15.03it/s]
ELBO: -18490.6: 60%|#####9 | 5964/10000 [06:11<04:28, 15.03it/s]
ELBO: -18490.6: 60%|#####9 | 5965/10000 [06:11<04:03, 16.60it/s]
ELBO: -18502.8: 60%|#####9 | 5965/10000 [06:11<04:03, 16.60it/s]
ELBO: -18499.8: 60%|#####9 | 5966/10000 [06:11<04:02, 16.60it/s]
ELBO: -18499.8: 60%|#####9 | 5967/10000 [06:11<04:26, 15.14it/s]
ELBO: -18411.0: 60%|#####9 | 5967/10000 [06:11<04:26, 15.14it/s]
ELBO: -18475.8: 60%|#####9 | 5968/10000 [06:11<04:26, 15.14it/s]
ELBO: -18473.5: 60%|#####9 | 5969/10000 [06:11<04:26, 15.14it/s]
ELBO: -18473.5: 60%|#####9 | 5970/10000 [06:11<04:01, 16.71it/s]
ELBO: -18500.5: 60%|#####9 | 5970/10000 [06:12<04:01, 16.71it/s]
ELBO: -18524.1: 60%|#####9 | 5971/10000 [06:12<04:01, 16.71it/s]
ELBO: -18524.1: 60%|#####9 | 5972/10000 [06:12<04:23, 15.27it/s]
ELBO: -18515.5: 60%|#####9 | 5972/10000 [06:12<04:23, 15.27it/s]
ELBO: -18505.7: 60%|#####9 | 5973/10000 [06:12<04:23, 15.27it/s]
ELBO: -18486.7: 60%|#####9 | 5974/10000 [06:12<04:23, 15.27it/s]
ELBO: -18486.7: 60%|#####9 | 5975/10000 [06:12<04:32, 14.79it/s]
ELBO: -18489.2: 60%|#####9 | 5975/10000 [06:12<04:32, 14.79it/s]
ELBO: -18529.7: 60%|#####9 | 5976/10000 [06:12<04:32, 14.79it/s]
ELBO: -18506.4: 60%|#####9 | 5977/10000 [06:12<04:32, 14.79it/s]
ELBO: -18506.4: 60%|#####9 | 5978/10000 [06:12<04:06, 16.31it/s]
ELBO: -18480.4: 60%|#####9 | 5978/10000 [06:12<04:06, 16.31it/s]
ELBO: -18528.8: 60%|#####9 | 5979/10000 [06:12<04:06, 16.31it/s]
ELBO: -18528.8: 60%|#####9 | 5980/10000 [06:12<04:27, 15.02it/s]
ELBO: -18527.5: 60%|#####9 | 5980/10000 [06:12<04:27, 15.02it/s]
ELBO: -18462.1: 60%|#####9 | 5981/10000 [06:12<04:27, 15.02it/s]
ELBO: -18503.8: 60%|#####9 | 5982/10000 [06:12<04:27, 15.02it/s]
ELBO: -18503.8: 60%|#####9 | 5983/10000 [06:12<04:01, 16.62it/s]
ELBO: -18514.4: 60%|#####9 | 5983/10000 [06:12<04:01, 16.62it/s]
ELBO: -18455.2: 60%|#####9 | 5984/10000 [06:12<04:01, 16.62it/s]
ELBO: -18455.2: 60%|#####9 | 5985/10000 [06:12<04:25, 15.14it/s]
ELBO: -18519.5: 60%|#####9 | 5985/10000 [06:13<04:25, 15.14it/s]
ELBO: -18505.3: 60%|#####9 | 5986/10000 [06:13<04:25, 15.14it/s]
ELBO: -18529.4: 60%|#####9 | 5987/10000 [06:13<04:25, 15.14it/s]
ELBO: -18529.4: 60%|#####9 | 5988/10000 [06:13<04:00, 16.67it/s]
ELBO: -18489.5: 60%|#####9 | 5988/10000 [06:13<04:00, 16.67it/s]
ELBO: -18513.5: 60%|#####9 | 5989/10000 [06:13<04:00, 16.67it/s]
ELBO: -18513.5: 60%|#####9 | 5990/10000 [06:13<04:23, 15.22it/s]
ELBO: -18501.8: 60%|#####9 | 5990/10000 [06:13<04:23, 15.22it/s]
ELBO: -18557.0: 60%|#####9 | 5991/10000 [06:13<04:23, 15.22it/s]
ELBO: -18510.5: 60%|#####9 | 5992/10000 [06:13<04:23, 15.22it/s]
ELBO: -18510.5: 60%|#####9 | 5993/10000 [06:13<04:31, 14.75it/s]
ELBO: -18513.8: 60%|#####9 | 5993/10000 [06:13<04:31, 14.75it/s]
ELBO: -18541.8: 60%|#####9 | 5994/10000 [06:13<04:31, 14.75it/s]
ELBO: -18466.1: 60%|#####9 | 5995/10000 [06:13<04:31, 14.75it/s]
ELBO: -18466.1: 60%|#####9 | 5996/10000 [06:13<04:05, 16.30it/s]
ELBO: -18446.1: 60%|#####9 | 5996/10000 [06:13<04:05, 16.30it/s]
ELBO: -18431.1: 60%|#####9 | 5997/10000 [06:13<04:05, 16.30it/s]
ELBO: -18431.1: 60%|#####9 | 5998/10000 [06:13<04:26, 15.03it/s]
ELBO: -18560.4: 60%|#####9 | 5998/10000 [06:13<04:26, 15.03it/s]
ELBO: -18546.2: 60%|#####9 | 5999/10000 [06:13<04:26, 15.03it/s]
ELBO: -18502.4: 60%|###### | 6000/10000 [06:13<04:26, 15.03it/s]
ELBO: -18502.4: 60%|###### | 6001/10000 [06:13<04:01, 16.57it/s]
ELBO: -18480.6: 60%|###### | 6001/10000 [06:14<04:01, 16.57it/s]
ELBO: -18540.2: 60%|###### | 6002/10000 [06:14<04:01, 16.57it/s]
ELBO: -18540.2: 60%|###### | 6003/10000 [06:14<04:24, 15.13it/s]
ELBO: -18457.8: 60%|###### | 6003/10000 [06:14<04:24, 15.13it/s]
ELBO: -18484.7: 60%|###### | 6004/10000 [06:14<04:24, 15.13it/s]
ELBO: -18501.5: 60%|###### | 6005/10000 [06:14<04:24, 15.13it/s]
ELBO: -18501.5: 60%|###### | 6006/10000 [06:14<03:59, 16.69it/s]
ELBO: -18519.5: 60%|###### | 6006/10000 [06:14<03:59, 16.69it/s]
ELBO: -18531.6: 60%|###### | 6007/10000 [06:14<03:59, 16.69it/s]
ELBO: -18531.6: 60%|###### | 6008/10000 [06:14<04:21, 15.26it/s]
ELBO: -18456.6: 60%|###### | 6008/10000 [06:14<04:21, 15.26it/s]
ELBO: -18505.3: 60%|###### | 6009/10000 [06:14<04:21, 15.26it/s]
ELBO: -18485.2: 60%|###### | 6010/10000 [06:14<04:21, 15.26it/s]
ELBO: -18485.2: 60%|###### | 6011/10000 [06:14<04:30, 14.76it/s]
ELBO: -18439.9: 60%|###### | 6011/10000 [06:14<04:30, 14.76it/s]
ELBO: -18512.6: 60%|###### | 6012/10000 [06:14<04:30, 14.76it/s]
ELBO: -18531.7: 60%|###### | 6013/10000 [06:14<04:30, 14.76it/s]
ELBO: -18531.7: 60%|###### | 6014/10000 [06:14<04:04, 16.32it/s]
ELBO: -18529.6: 60%|###### | 6014/10000 [06:14<04:04, 16.32it/s]
ELBO: -18538.5: 60%|###### | 6015/10000 [06:14<04:04, 16.32it/s]
ELBO: -18538.5: 60%|###### | 6016/10000 [06:14<04:25, 14.99it/s]
ELBO: -18497.7: 60%|###### | 6016/10000 [06:15<04:25, 14.99it/s]
ELBO: -18564.2: 60%|###### | 6017/10000 [06:15<04:25, 14.99it/s]
ELBO: -18543.5: 60%|###### | 6018/10000 [06:15<04:25, 14.99it/s]
ELBO: -18543.5: 60%|###### | 6019/10000 [06:15<04:00, 16.55it/s]
ELBO: -18519.4: 60%|###### | 6019/10000 [06:15<04:00, 16.55it/s]
ELBO: -18491.9: 60%|###### | 6020/10000 [06:15<04:00, 16.55it/s]
ELBO: -18491.9: 60%|###### | 6021/10000 [06:15<04:23, 15.12it/s]
ELBO: -18426.3: 60%|###### | 6021/10000 [06:15<04:23, 15.12it/s]
ELBO: -18525.7: 60%|###### | 6022/10000 [06:15<04:23, 15.12it/s]
ELBO: -18481.2: 60%|###### | 6023/10000 [06:15<04:23, 15.12it/s]
ELBO: -18481.2: 60%|###### | 6024/10000 [06:15<03:58, 16.70it/s]
ELBO: -18508.8: 60%|###### | 6024/10000 [06:15<03:58, 16.70it/s]
ELBO: -18443.0: 60%|###### | 6025/10000 [06:15<03:58, 16.70it/s]
ELBO: -18443.0: 60%|###### | 6026/10000 [06:15<04:19, 15.29it/s]
ELBO: -18456.3: 60%|###### | 6026/10000 [06:15<04:19, 15.29it/s]
ELBO: -18503.3: 60%|###### | 6027/10000 [06:15<04:19, 15.29it/s]
ELBO: -18461.9: 60%|###### | 6028/10000 [06:15<04:19, 15.29it/s]
ELBO: -18461.9: 60%|###### | 6029/10000 [06:15<04:27, 14.82it/s]
ELBO: -18474.8: 60%|###### | 6029/10000 [06:15<04:27, 14.82it/s]
ELBO: -18472.6: 60%|###### | 6030/10000 [06:15<04:27, 14.82it/s]
ELBO: -18518.3: 60%|###### | 6031/10000 [06:15<04:27, 14.82it/s]
ELBO: -18518.3: 60%|###### | 6032/10000 [06:15<04:02, 16.38it/s]
ELBO: -18507.9: 60%|###### | 6032/10000 [06:15<04:02, 16.38it/s]
ELBO: -18471.8: 60%|###### | 6033/10000 [06:16<04:02, 16.38it/s]
ELBO: -18471.8: 60%|###### | 6034/10000 [06:16<04:22, 15.11it/s]
ELBO: -18454.2: 60%|###### | 6034/10000 [06:16<04:22, 15.11it/s]
ELBO: -18526.8: 60%|###### | 6035/10000 [06:16<04:22, 15.11it/s]
ELBO: -18483.6: 60%|###### | 6036/10000 [06:16<04:22, 15.11it/s]
ELBO: -18483.6: 60%|###### | 6037/10000 [06:16<03:58, 16.61it/s]
ELBO: -18431.9: 60%|###### | 6037/10000 [06:16<03:58, 16.61it/s]
ELBO: -18515.8: 60%|###### | 6038/10000 [06:16<03:58, 16.61it/s]
ELBO: -18515.8: 60%|###### | 6039/10000 [06:16<04:21, 15.14it/s]
ELBO: -18447.2: 60%|###### | 6039/10000 [06:16<04:21, 15.14it/s]
ELBO: -18491.8: 60%|###### | 6040/10000 [06:16<04:21, 15.14it/s]
ELBO: -18490.0: 60%|###### | 6043/10000 [06:16<04:21, 15.14it/s]
ELBO: -18490.0: 60%|###### | 6044/10000 [06:16<03:12, 20.53it/s]
ELBO: -18546.3: 60%|###### | 6044/10000 [06:16<03:12, 20.53it/s]
ELBO: -18515.8: 60%|###### | 6045/10000 [06:16<03:12, 20.53it/s]
ELBO: -18474.8: 60%|###### | 6046/10000 [06:16<03:12, 20.53it/s]
ELBO: -18474.8: 60%|###### | 6047/10000 [06:16<03:38, 18.12it/s]
ELBO: -18501.6: 60%|###### | 6047/10000 [06:16<03:38, 18.12it/s]
ELBO: -18488.6: 60%|###### | 6048/10000 [06:16<03:38, 18.12it/s]
ELBO: -18488.6: 60%|###### | 6049/10000 [06:16<04:03, 16.25it/s]
ELBO: -18443.1: 60%|###### | 6049/10000 [06:16<04:03, 16.25it/s]
ELBO: -18484.2: 60%|###### | 6050/10000 [06:17<04:03, 16.25it/s]
ELBO: -18457.3: 61%|###### | 6051/10000 [06:17<04:03, 16.25it/s]
ELBO: -18457.3: 61%|###### | 6052/10000 [06:17<03:46, 17.41it/s]
ELBO: -18494.5: 61%|###### | 6052/10000 [06:17<03:46, 17.41it/s]
ELBO: -18463.5: 61%|###### | 6053/10000 [06:17<03:46, 17.41it/s]
ELBO: -18463.5: 61%|###### | 6054/10000 [06:17<04:10, 15.76it/s]
ELBO: -18512.1: 61%|###### | 6054/10000 [06:17<04:10, 15.76it/s]
ELBO: -18470.2: 61%|###### | 6055/10000 [06:17<04:10, 15.76it/s]
ELBO: -18509.7: 61%|###### | 6056/10000 [06:17<04:10, 15.76it/s]
ELBO: -18509.7: 61%|###### | 6057/10000 [06:17<03:49, 17.16it/s]
ELBO: -18436.0: 61%|###### | 6057/10000 [06:17<03:49, 17.16it/s]
ELBO: -18523.1: 61%|###### | 6058/10000 [06:17<03:49, 17.16it/s]
ELBO: -18523.1: 61%|###### | 6059/10000 [06:17<04:14, 15.52it/s]
ELBO: -18487.7: 61%|###### | 6059/10000 [06:17<04:14, 15.52it/s]
ELBO: -18450.0: 61%|###### | 6060/10000 [06:17<04:13, 15.52it/s]
ELBO: -18476.0: 61%|###### | 6061/10000 [06:17<04:13, 15.52it/s]
ELBO: -18476.0: 61%|###### | 6062/10000 [06:17<03:52, 16.97it/s]
ELBO: -18451.0: 61%|###### | 6062/10000 [06:17<03:52, 16.97it/s]
ELBO: -18462.9: 61%|###### | 6063/10000 [06:17<03:51, 16.97it/s]
ELBO: -18462.9: 61%|###### | 6064/10000 [06:17<04:15, 15.38it/s]
ELBO: -18445.7: 61%|###### | 6064/10000 [06:17<04:15, 15.38it/s]
ELBO: -18491.0: 61%|###### | 6065/10000 [06:17<04:15, 15.38it/s]
ELBO: -18440.2: 61%|###### | 6066/10000 [06:18<04:15, 15.38it/s]
ELBO: -18440.2: 61%|###### | 6067/10000 [06:18<04:26, 14.75it/s]
ELBO: -18489.1: 61%|###### | 6067/10000 [06:18<04:26, 14.75it/s]
ELBO: -18447.2: 61%|###### | 6068/10000 [06:18<04:26, 14.75it/s]
ELBO: -18456.9: 61%|###### | 6069/10000 [06:18<04:26, 14.75it/s]
ELBO: -18456.9: 61%|###### | 6070/10000 [06:18<04:01, 16.30it/s]
ELBO: -18473.7: 61%|###### | 6070/10000 [06:18<04:01, 16.30it/s]
ELBO: -18473.0: 61%|###### | 6071/10000 [06:18<04:01, 16.30it/s]
ELBO: -18473.0: 61%|###### | 6072/10000 [06:18<04:21, 15.02it/s]
ELBO: -18478.2: 61%|###### | 6072/10000 [06:18<04:21, 15.02it/s]
ELBO: -18496.0: 61%|###### | 6073/10000 [06:18<04:21, 15.02it/s]
ELBO: -18516.5: 61%|###### | 6074/10000 [06:18<04:21, 15.02it/s]
ELBO: -18516.5: 61%|###### | 6075/10000 [06:18<03:56, 16.58it/s]
ELBO: -18460.8: 61%|###### | 6075/10000 [06:18<03:56, 16.58it/s]
ELBO: -18459.3: 61%|###### | 6076/10000 [06:18<03:56, 16.58it/s]
ELBO: -18459.3: 61%|###### | 6077/10000 [06:18<04:18, 15.19it/s]
ELBO: -18527.4: 61%|###### | 6077/10000 [06:18<04:18, 15.19it/s]
ELBO: -18439.7: 61%|###### | 6078/10000 [06:18<04:18, 15.19it/s]
ELBO: -18473.5: 61%|###### | 6079/10000 [06:18<04:18, 15.19it/s]
ELBO: -18473.5: 61%|###### | 6080/10000 [06:18<03:54, 16.72it/s]
ELBO: -18487.8: 61%|###### | 6080/10000 [06:18<03:54, 16.72it/s]
ELBO: -18452.0: 61%|###### | 6081/10000 [06:19<03:54, 16.72it/s]
ELBO: -18452.0: 61%|###### | 6082/10000 [06:19<04:16, 15.27it/s]
ELBO: -18433.3: 61%|###### | 6082/10000 [06:19<04:16, 15.27it/s]
ELBO: -18450.7: 61%|###### | 6083/10000 [06:19<04:16, 15.27it/s]
ELBO: -18505.4: 61%|###### | 6084/10000 [06:19<04:16, 15.27it/s]
ELBO: -18505.4: 61%|###### | 6085/10000 [06:19<04:25, 14.74it/s]
ELBO: -18470.0: 61%|###### | 6085/10000 [06:19<04:25, 14.74it/s]
ELBO: -18471.2: 61%|###### | 6086/10000 [06:19<04:25, 14.74it/s]
ELBO: -18453.0: 61%|###### | 6087/10000 [06:19<04:25, 14.74it/s]
ELBO: -18453.0: 61%|###### | 6088/10000 [06:19<03:59, 16.34it/s]
ELBO: -18424.6: 61%|###### | 6088/10000 [06:19<03:59, 16.34it/s]
ELBO: -18427.5: 61%|###### | 6089/10000 [06:19<03:59, 16.34it/s]
ELBO: -18427.5: 61%|###### | 6090/10000 [06:19<04:19, 15.06it/s]
ELBO: -18497.2: 61%|###### | 6090/10000 [06:19<04:19, 15.06it/s]
ELBO: -18480.1: 61%|###### | 6091/10000 [06:19<04:19, 15.06it/s]
ELBO: -18435.9: 61%|###### | 6092/10000 [06:19<04:19, 15.06it/s]
ELBO: -18435.9: 61%|###### | 6093/10000 [06:19<03:55, 16.57it/s]
ELBO: -18462.1: 61%|###### | 6093/10000 [06:19<03:55, 16.57it/s]
ELBO: -18420.6: 61%|###### | 6094/10000 [06:19<03:55, 16.57it/s]
ELBO: -18420.6: 61%|###### | 6095/10000 [06:19<04:18, 15.08it/s]
ELBO: -18503.1: 61%|###### | 6095/10000 [06:19<04:18, 15.08it/s]
ELBO: -18498.2: 61%|###### | 6096/10000 [06:19<04:18, 15.08it/s]
ELBO: -18462.9: 61%|###### | 6097/10000 [06:20<04:18, 15.08it/s]
ELBO: -18462.9: 61%|###### | 6098/10000 [06:20<03:54, 16.63it/s]
ELBO: -18491.8: 61%|###### | 6098/10000 [06:20<03:54, 16.63it/s]
ELBO: -18436.8: 61%|###### | 6099/10000 [06:20<03:54, 16.63it/s]
ELBO: -18436.8: 61%|######1 | 6100/10000 [06:20<04:17, 15.16it/s]
ELBO: -18431.2: 61%|######1 | 6100/10000 [06:20<04:17, 15.16it/s]
ELBO: -18438.2: 61%|######1 | 6101/10000 [06:20<04:17, 15.16it/s]
ELBO: -18450.2: 61%|######1 | 6102/10000 [06:20<04:17, 15.16it/s]
ELBO: -18450.2: 61%|######1 | 6103/10000 [06:20<04:24, 14.71it/s]
ELBO: -18511.8: 61%|######1 | 6103/10000 [06:20<04:24, 14.71it/s]
ELBO: -18493.3: 61%|######1 | 6104/10000 [06:20<04:24, 14.71it/s]
ELBO: -18486.6: 61%|######1 | 6105/10000 [06:20<04:24, 14.71it/s]
ELBO: -18486.6: 61%|######1 | 6106/10000 [06:20<03:58, 16.31it/s]
ELBO: -18454.6: 61%|######1 | 6106/10000 [06:20<03:58, 16.31it/s]
ELBO: -18430.8: 61%|######1 | 6107/10000 [06:20<03:58, 16.31it/s]
ELBO: -18430.8: 61%|######1 | 6108/10000 [06:20<04:18, 15.06it/s]
ELBO: -18442.4: 61%|######1 | 6108/10000 [06:20<04:18, 15.06it/s]
ELBO: -18480.3: 61%|######1 | 6109/10000 [06:20<04:18, 15.06it/s]
ELBO: -18462.2: 61%|######1 | 6110/10000 [06:20<04:18, 15.06it/s]
ELBO: -18462.2: 61%|######1 | 6111/10000 [06:20<03:54, 16.61it/s]
ELBO: -18502.8: 61%|######1 | 6111/10000 [06:20<03:54, 16.61it/s]
ELBO: -18517.0: 61%|######1 | 6112/10000 [06:21<03:54, 16.61it/s]
ELBO: -18517.0: 61%|######1 | 6113/10000 [06:21<04:16, 15.15it/s]
ELBO: -18509.9: 61%|######1 | 6113/10000 [06:21<04:16, 15.15it/s]
ELBO: -18459.7: 61%|######1 | 6114/10000 [06:21<04:16, 15.15it/s]
ELBO: -18491.2: 61%|######1 | 6115/10000 [06:21<04:16, 15.15it/s]
ELBO: -18491.2: 61%|######1 | 6116/10000 [06:21<03:54, 16.58it/s]
ELBO: -18533.2: 61%|######1 | 6116/10000 [06:21<03:54, 16.58it/s]
ELBO: -18512.5: 61%|######1 | 6117/10000 [06:21<03:54, 16.58it/s]
ELBO: -18512.5: 61%|######1 | 6118/10000 [06:21<04:16, 15.13it/s]
ELBO: -18485.3: 61%|######1 | 6118/10000 [06:21<04:16, 15.13it/s]
ELBO: -18474.9: 61%|######1 | 6119/10000 [06:21<04:16, 15.13it/s]
ELBO: -18447.5: 61%|######1 | 6120/10000 [06:21<04:16, 15.13it/s]
ELBO: -18447.5: 61%|######1 | 6121/10000 [06:21<04:23, 14.70it/s]
ELBO: -18486.2: 61%|######1 | 6121/10000 [06:21<04:23, 14.70it/s]
ELBO: -18413.6: 61%|######1 | 6122/10000 [06:21<04:23, 14.70it/s]
ELBO: -18505.1: 61%|######1 | 6123/10000 [06:21<04:23, 14.70it/s]
ELBO: -18505.1: 61%|######1 | 6124/10000 [06:21<03:57, 16.29it/s]
ELBO: -18478.3: 61%|######1 | 6124/10000 [06:21<03:57, 16.29it/s]
ELBO: -18513.8: 61%|######1 | 6125/10000 [06:21<03:57, 16.29it/s]
ELBO: -18513.8: 61%|######1 | 6126/10000 [06:21<04:18, 14.99it/s]
ELBO: -18504.9: 61%|######1 | 6126/10000 [06:21<04:18, 14.99it/s]
ELBO: -18448.9: 61%|######1 | 6127/10000 [06:21<04:18, 14.99it/s]
ELBO: -18421.4: 61%|######1 | 6128/10000 [06:22<04:18, 14.99it/s]
ELBO: -18421.4: 61%|######1 | 6129/10000 [06:22<03:53, 16.55it/s]
ELBO: -18448.0: 61%|######1 | 6129/10000 [06:22<03:53, 16.55it/s]
ELBO: -18527.3: 61%|######1 | 6130/10000 [06:22<03:53, 16.55it/s]
ELBO: -18527.3: 61%|######1 | 6131/10000 [06:22<04:15, 15.12it/s]
ELBO: -18465.1: 61%|######1 | 6131/10000 [06:22<04:15, 15.12it/s]
ELBO: -18501.2: 61%|######1 | 6132/10000 [06:22<04:15, 15.12it/s]
ELBO: -18458.4: 61%|######1 | 6133/10000 [06:22<04:15, 15.12it/s]
ELBO: -18458.4: 61%|######1 | 6134/10000 [06:22<03:52, 16.64it/s]
ELBO: -18479.0: 61%|######1 | 6134/10000 [06:22<03:52, 16.64it/s]
ELBO: -18514.2: 61%|######1 | 6135/10000 [06:22<03:52, 16.64it/s]
ELBO: -18514.2: 61%|######1 | 6136/10000 [06:22<04:14, 15.19it/s]
ELBO: -18463.9: 61%|######1 | 6136/10000 [06:22<04:14, 15.19it/s]
ELBO: -18495.0: 61%|######1 | 6137/10000 [06:22<04:14, 15.19it/s]
ELBO: -18482.7: 61%|######1 | 6138/10000 [06:22<04:14, 15.19it/s]
ELBO: -18482.7: 61%|######1 | 6139/10000 [06:22<04:22, 14.71it/s]
ELBO: -18519.5: 61%|######1 | 6139/10000 [06:22<04:22, 14.71it/s]
ELBO: -18492.9: 61%|######1 | 6140/10000 [06:22<04:22, 14.71it/s]
ELBO: -18442.5: 61%|######1 | 6141/10000 [06:22<04:22, 14.71it/s]
ELBO: -18442.5: 61%|######1 | 6142/10000 [06:22<03:56, 16.31it/s]
ELBO: -18451.8: 61%|######1 | 6142/10000 [06:22<03:56, 16.31it/s]
ELBO: -18480.5: 61%|######1 | 6143/10000 [06:23<03:56, 16.31it/s]
ELBO: -18480.5: 61%|######1 | 6144/10000 [06:23<04:15, 15.11it/s]
ELBO: -18406.3: 61%|######1 | 6144/10000 [06:23<04:15, 15.11it/s]
ELBO: -18425.6: 61%|######1 | 6145/10000 [06:23<04:15, 15.11it/s]
ELBO: -18471.2: 61%|######1 | 6146/10000 [06:23<04:15, 15.11it/s]
ELBO: -18471.2: 61%|######1 | 6147/10000 [06:23<03:52, 16.61it/s]
ELBO: -18397.9: 61%|######1 | 6147/10000 [06:23<03:52, 16.61it/s]
ELBO: -18503.6: 61%|######1 | 6148/10000 [06:23<03:51, 16.61it/s]
ELBO: -18503.6: 61%|######1 | 6149/10000 [06:23<04:14, 15.14it/s]
ELBO: -18441.0: 61%|######1 | 6149/10000 [06:23<04:14, 15.14it/s]
ELBO: -18559.2: 62%|######1 | 6150/10000 [06:23<04:14, 15.14it/s]
ELBO: -18559.2: 62%|######1 | 6151/10000 [06:23<04:00, 16.04it/s]
ELBO: -18514.7: 62%|######1 | 6151/10000 [06:23<04:00, 16.04it/s]
ELBO: -18386.6: 62%|######1 | 6152/10000 [06:23<03:59, 16.04it/s]
ELBO: -18386.6: 62%|######1 | 6153/10000 [06:23<04:21, 14.69it/s]
ELBO: -18493.2: 62%|######1 | 6153/10000 [06:23<04:21, 14.69it/s]
ELBO: -18487.6: 62%|######1 | 6154/10000 [06:23<04:21, 14.69it/s]
ELBO: -18486.0: 62%|######1 | 6155/10000 [06:23<04:21, 14.69it/s]
ELBO: -18486.0: 62%|######1 | 6156/10000 [06:23<03:53, 16.49it/s]
ELBO: -18444.2: 62%|######1 | 6156/10000 [06:23<03:53, 16.49it/s]
ELBO: -18476.4: 62%|######1 | 6157/10000 [06:23<03:53, 16.49it/s]
ELBO: -18476.4: 62%|######1 | 6158/10000 [06:23<04:15, 15.05it/s]
ELBO: -18446.0: 62%|######1 | 6158/10000 [06:23<04:15, 15.05it/s]
ELBO: -18472.3: 62%|######1 | 6159/10000 [06:24<04:15, 15.05it/s]
ELBO: -18439.1: 62%|######1 | 6160/10000 [06:24<04:15, 15.05it/s]
ELBO: -18439.1: 62%|######1 | 6161/10000 [06:24<03:50, 16.66it/s]
ELBO: -18443.6: 62%|######1 | 6161/10000 [06:24<03:50, 16.66it/s]
ELBO: -18458.1: 62%|######1 | 6162/10000 [06:24<03:50, 16.66it/s]
ELBO: -18458.1: 62%|######1 | 6163/10000 [06:24<04:12, 15.18it/s]
ELBO: -18447.7: 62%|######1 | 6163/10000 [06:24<04:12, 15.18it/s]
ELBO: -18405.1: 62%|######1 | 6164/10000 [06:24<04:12, 15.18it/s]
ELBO: -18493.8: 62%|######1 | 6165/10000 [06:24<04:12, 15.18it/s]
ELBO: -18493.8: 62%|######1 | 6166/10000 [06:24<04:20, 14.71it/s]
ELBO: -18480.4: 62%|######1 | 6166/10000 [06:24<04:20, 14.71it/s]
ELBO: -18476.1: 62%|######1 | 6167/10000 [06:24<04:20, 14.71it/s]
ELBO: -18441.2: 62%|######1 | 6168/10000 [06:24<04:20, 14.71it/s]
ELBO: -18441.2: 62%|######1 | 6169/10000 [06:24<03:54, 16.31it/s]
ELBO: -18463.1: 62%|######1 | 6169/10000 [06:24<03:54, 16.31it/s]
ELBO: -18373.8: 62%|######1 | 6170/10000 [06:24<03:54, 16.31it/s]
ELBO: -18373.8: 62%|######1 | 6171/10000 [06:24<04:14, 15.02it/s]
ELBO: -18453.2: 62%|######1 | 6171/10000 [06:24<04:14, 15.02it/s]
ELBO: -18433.0: 62%|######1 | 6172/10000 [06:24<04:14, 15.02it/s]
ELBO: -18441.4: 62%|######1 | 6173/10000 [06:24<04:14, 15.02it/s]
ELBO: -18441.4: 62%|######1 | 6174/10000 [06:24<03:50, 16.59it/s]
ELBO: -18461.2: 62%|######1 | 6174/10000 [06:25<03:50, 16.59it/s]
ELBO: -18441.3: 62%|######1 | 6175/10000 [06:25<03:50, 16.59it/s]
ELBO: -18441.3: 62%|######1 | 6176/10000 [06:25<04:11, 15.19it/s]
ELBO: -18454.6: 62%|######1 | 6176/10000 [06:25<04:11, 15.19it/s]
ELBO: -18507.5: 62%|######1 | 6177/10000 [06:25<04:11, 15.19it/s]
ELBO: -18432.7: 62%|######1 | 6178/10000 [06:25<04:11, 15.19it/s]
ELBO: -18432.7: 62%|######1 | 6179/10000 [06:25<03:48, 16.72it/s]
ELBO: -18446.3: 62%|######1 | 6179/10000 [06:25<03:48, 16.72it/s]
ELBO: -18415.4: 62%|######1 | 6180/10000 [06:25<03:48, 16.72it/s]
ELBO: -18415.4: 62%|######1 | 6181/10000 [06:25<04:12, 15.13it/s]
ELBO: -18461.9: 62%|######1 | 6181/10000 [06:25<04:12, 15.13it/s]
ELBO: -18401.3: 62%|######1 | 6182/10000 [06:25<04:12, 15.13it/s]
ELBO: -18409.4: 62%|######1 | 6183/10000 [06:25<04:12, 15.13it/s]
ELBO: -18409.4: 62%|######1 | 6184/10000 [06:25<04:19, 14.71it/s]
ELBO: -18425.1: 62%|######1 | 6184/10000 [06:25<04:19, 14.71it/s]
ELBO: -18490.9: 62%|######1 | 6185/10000 [06:25<04:19, 14.71it/s]
ELBO: -18414.4: 62%|######1 | 6186/10000 [06:25<04:19, 14.71it/s]
ELBO: -18414.4: 62%|######1 | 6187/10000 [06:25<03:54, 16.27it/s]
ELBO: -18459.9: 62%|######1 | 6187/10000 [06:25<03:54, 16.27it/s]
ELBO: -18438.6: 62%|######1 | 6188/10000 [06:25<03:54, 16.27it/s]
ELBO: -18438.6: 62%|######1 | 6189/10000 [06:25<04:13, 15.04it/s]
ELBO: -18372.4: 62%|######1 | 6189/10000 [06:25<04:13, 15.04it/s]
ELBO: -18395.8: 62%|######1 | 6190/10000 [06:25<04:13, 15.04it/s]
ELBO: -18433.6: 62%|######1 | 6191/10000 [06:26<04:13, 15.04it/s]
ELBO: -18433.6: 62%|######1 | 6192/10000 [06:26<03:50, 16.56it/s]
ELBO: -18449.9: 62%|######1 | 6192/10000 [06:26<03:50, 16.56it/s]
ELBO: -18471.2: 62%|######1 | 6193/10000 [06:26<03:49, 16.56it/s]
ELBO: -18471.2: 62%|######1 | 6194/10000 [06:26<04:11, 15.12it/s]
ELBO: -18461.9: 62%|######1 | 6194/10000 [06:26<04:11, 15.12it/s]
ELBO: -18475.4: 62%|######1 | 6195/10000 [06:26<04:11, 15.12it/s]
ELBO: -18437.5: 62%|######1 | 6198/10000 [06:26<04:11, 15.12it/s]
ELBO: -18437.5: 62%|######1 | 6199/10000 [06:26<03:05, 20.52it/s]
ELBO: -18419.8: 62%|######1 | 6199/10000 [06:26<03:05, 20.52it/s]
ELBO: -18396.6: 62%|######2 | 6200/10000 [06:26<03:05, 20.52it/s]
ELBO: -18469.3: 62%|######2 | 6201/10000 [06:26<03:05, 20.52it/s]
ELBO: -18469.3: 62%|######2 | 6202/10000 [06:26<03:29, 18.15it/s]
ELBO: -18403.8: 62%|######2 | 6202/10000 [06:26<03:29, 18.15it/s]
ELBO: -18426.7: 62%|######2 | 6203/10000 [06:26<03:29, 18.15it/s]
ELBO: -18426.7: 62%|######2 | 6204/10000 [06:26<03:51, 16.37it/s]
ELBO: -18443.9: 62%|######2 | 6204/10000 [06:26<03:51, 16.37it/s]
ELBO: -18417.6: 62%|######2 | 6205/10000 [06:26<03:51, 16.37it/s]
ELBO: -18461.7: 62%|######2 | 6206/10000 [06:26<03:51, 16.37it/s]
ELBO: -18461.7: 62%|######2 | 6207/10000 [06:26<03:36, 17.54it/s]
ELBO: -18453.2: 62%|######2 | 6207/10000 [06:26<03:36, 17.54it/s]
ELBO: -18429.4: 62%|######2 | 6208/10000 [06:27<03:36, 17.54it/s]
ELBO: -18429.4: 62%|######2 | 6209/10000 [06:27<03:58, 15.92it/s]
ELBO: -18437.2: 62%|######2 | 6209/10000 [06:27<03:58, 15.92it/s]
ELBO: -18403.6: 62%|######2 | 6210/10000 [06:27<03:58, 15.92it/s]
ELBO: -18457.8: 62%|######2 | 6211/10000 [06:27<03:58, 15.92it/s]
ELBO: -18457.8: 62%|######2 | 6212/10000 [06:27<03:39, 17.25it/s]
ELBO: -18482.8: 62%|######2 | 6212/10000 [06:27<03:39, 17.25it/s]
ELBO: -18361.5: 62%|######2 | 6213/10000 [06:27<03:39, 17.25it/s]
ELBO: -18361.5: 62%|######2 | 6214/10000 [06:27<04:03, 15.58it/s]
ELBO: -18490.4: 62%|######2 | 6214/10000 [06:27<04:03, 15.58it/s]
ELBO: -18387.2: 62%|######2 | 6215/10000 [06:27<04:02, 15.58it/s]
ELBO: -18435.0: 62%|######2 | 6216/10000 [06:27<04:02, 15.58it/s]
ELBO: -18435.0: 62%|######2 | 6217/10000 [06:27<03:42, 16.99it/s]
ELBO: -18460.7: 62%|######2 | 6217/10000 [06:27<03:42, 16.99it/s]
ELBO: -18461.1: 62%|######2 | 6218/10000 [06:27<03:42, 16.99it/s]
ELBO: -18461.1: 62%|######2 | 6219/10000 [06:27<04:05, 15.41it/s]
ELBO: -18449.9: 62%|######2 | 6219/10000 [06:27<04:05, 15.41it/s]
ELBO: -18474.3: 62%|######2 | 6220/10000 [06:27<04:05, 15.41it/s]
ELBO: -18409.8: 62%|######2 | 6221/10000 [06:27<04:05, 15.41it/s]
ELBO: -18409.8: 62%|######2 | 6222/10000 [06:27<04:15, 14.81it/s]
ELBO: -18386.5: 62%|######2 | 6222/10000 [06:27<04:15, 14.81it/s]
ELBO: -18458.6: 62%|######2 | 6223/10000 [06:27<04:15, 14.81it/s]
ELBO: -18512.1: 62%|######2 | 6224/10000 [06:28<04:15, 14.81it/s]
ELBO: -18512.1: 62%|######2 | 6225/10000 [06:28<03:50, 16.37it/s]
ELBO: -18438.1: 62%|######2 | 6225/10000 [06:28<03:50, 16.37it/s]
ELBO: -18442.5: 62%|######2 | 6226/10000 [06:28<03:50, 16.37it/s]
ELBO: -18442.5: 62%|######2 | 6227/10000 [06:28<04:10, 15.09it/s]
ELBO: -18416.2: 62%|######2 | 6227/10000 [06:28<04:10, 15.09it/s]
ELBO: -18462.8: 62%|######2 | 6228/10000 [06:28<04:10, 15.09it/s]
ELBO: -18454.7: 62%|######2 | 6229/10000 [06:28<04:09, 15.09it/s]
ELBO: -18454.7: 62%|######2 | 6230/10000 [06:28<03:46, 16.64it/s]
ELBO: -18405.5: 62%|######2 | 6230/10000 [06:28<03:46, 16.64it/s]
ELBO: -18406.4: 62%|######2 | 6231/10000 [06:28<03:46, 16.64it/s]
ELBO: -18406.4: 62%|######2 | 6232/10000 [06:28<04:07, 15.20it/s]
ELBO: -18439.8: 62%|######2 | 6232/10000 [06:28<04:07, 15.20it/s]
ELBO: -18382.2: 62%|######2 | 6233/10000 [06:28<04:07, 15.20it/s]
ELBO: -18474.3: 62%|######2 | 6234/10000 [06:28<04:07, 15.20it/s]
ELBO: -18474.3: 62%|######2 | 6235/10000 [06:28<03:45, 16.69it/s]
ELBO: -18462.7: 62%|######2 | 6235/10000 [06:28<03:45, 16.69it/s]
ELBO: -18345.9: 62%|######2 | 6236/10000 [06:28<03:45, 16.69it/s]
ELBO: -18345.9: 62%|######2 | 6237/10000 [06:28<04:06, 15.27it/s]
ELBO: -18396.1: 62%|######2 | 6237/10000 [06:28<04:06, 15.27it/s]
ELBO: -18455.7: 62%|######2 | 6238/10000 [06:28<04:06, 15.27it/s]
ELBO: -18437.1: 62%|######2 | 6239/10000 [06:29<04:06, 15.27it/s]
ELBO: -18437.1: 62%|######2 | 6240/10000 [06:29<04:14, 14.79it/s]
ELBO: -18452.9: 62%|######2 | 6240/10000 [06:29<04:14, 14.79it/s]
ELBO: -18396.5: 62%|######2 | 6241/10000 [06:29<04:14, 14.79it/s]
ELBO: -18459.4: 62%|######2 | 6242/10000 [06:29<04:14, 14.79it/s]
ELBO: -18459.4: 62%|######2 | 6243/10000 [06:29<03:50, 16.33it/s]
ELBO: -18400.6: 62%|######2 | 6243/10000 [06:29<03:50, 16.33it/s]
ELBO: -18399.8: 62%|######2 | 6244/10000 [06:29<03:49, 16.33it/s]
ELBO: -18399.8: 62%|######2 | 6245/10000 [06:29<04:09, 15.08it/s]
ELBO: -18484.3: 62%|######2 | 6245/10000 [06:29<04:09, 15.08it/s]
ELBO: -18404.3: 62%|######2 | 6246/10000 [06:29<04:08, 15.08it/s]
ELBO: -18422.8: 62%|######2 | 6247/10000 [06:29<04:08, 15.08it/s]
ELBO: -18422.8: 62%|######2 | 6248/10000 [06:29<03:45, 16.64it/s]
ELBO: -18443.4: 62%|######2 | 6248/10000 [06:29<03:45, 16.64it/s]
ELBO: -18457.2: 62%|######2 | 6249/10000 [06:29<03:45, 16.64it/s]
ELBO: -18457.2: 62%|######2 | 6250/10000 [06:29<04:06, 15.24it/s]
ELBO: -18422.4: 62%|######2 | 6250/10000 [06:29<04:06, 15.24it/s]
ELBO: -18404.9: 63%|######2 | 6251/10000 [06:29<04:06, 15.24it/s]
ELBO: -18500.9: 63%|######2 | 6252/10000 [06:29<04:05, 15.24it/s]
ELBO: -18500.9: 63%|######2 | 6253/10000 [06:29<03:43, 16.79it/s]
ELBO: -18386.7: 63%|######2 | 6253/10000 [06:29<03:43, 16.79it/s]
ELBO: -18444.1: 63%|######2 | 6254/10000 [06:29<03:43, 16.79it/s]
ELBO: -18444.1: 63%|######2 | 6255/10000 [06:29<04:04, 15.32it/s]
ELBO: -18392.1: 63%|######2 | 6255/10000 [06:30<04:04, 15.32it/s]
ELBO: -18411.8: 63%|######2 | 6256/10000 [06:30<04:04, 15.32it/s]
ELBO: -18422.8: 63%|######2 | 6257/10000 [06:30<04:04, 15.32it/s]
ELBO: -18422.8: 63%|######2 | 6258/10000 [06:30<04:13, 14.77it/s]
ELBO: -18462.9: 63%|######2 | 6258/10000 [06:30<04:13, 14.77it/s]
ELBO: -18386.1: 63%|######2 | 6259/10000 [06:30<04:13, 14.77it/s]
ELBO: -18446.0: 63%|######2 | 6260/10000 [06:30<04:13, 14.77it/s]
ELBO: -18446.0: 63%|######2 | 6261/10000 [06:30<03:48, 16.35it/s]
ELBO: -18420.0: 63%|######2 | 6261/10000 [06:30<03:48, 16.35it/s]
ELBO: -18409.0: 63%|######2 | 6262/10000 [06:30<03:48, 16.35it/s]
ELBO: -18409.0: 63%|######2 | 6263/10000 [06:30<04:07, 15.12it/s]
ELBO: -18380.4: 63%|######2 | 6263/10000 [06:30<04:07, 15.12it/s]
ELBO: -18398.0: 63%|######2 | 6264/10000 [06:30<04:07, 15.12it/s]
ELBO: -18413.6: 63%|######2 | 6265/10000 [06:30<04:07, 15.12it/s]
ELBO: -18413.6: 63%|######2 | 6266/10000 [06:30<03:44, 16.65it/s]
ELBO: -18427.9: 63%|######2 | 6266/10000 [06:30<03:44, 16.65it/s]
ELBO: -18444.9: 63%|######2 | 6267/10000 [06:30<03:44, 16.65it/s]
ELBO: -18444.9: 63%|######2 | 6268/10000 [06:30<04:06, 15.17it/s]
ELBO: -18387.3: 63%|######2 | 6268/10000 [06:30<04:06, 15.17it/s]
ELBO: -18401.7: 63%|######2 | 6269/10000 [06:30<04:06, 15.17it/s]
ELBO: -18411.8: 63%|######2 | 6270/10000 [06:30<04:05, 15.17it/s]
ELBO: -18411.8: 63%|######2 | 6271/10000 [06:30<03:42, 16.75it/s]
ELBO: -18472.2: 63%|######2 | 6271/10000 [06:31<03:42, 16.75it/s]
ELBO: -18490.6: 63%|######2 | 6272/10000 [06:31<03:42, 16.75it/s]
ELBO: -18490.6: 63%|######2 | 6273/10000 [06:31<04:03, 15.31it/s]
ELBO: -18476.2: 63%|######2 | 6273/10000 [06:31<04:03, 15.31it/s]
ELBO: -18471.0: 63%|######2 | 6274/10000 [06:31<04:03, 15.31it/s]
ELBO: -18415.9: 63%|######2 | 6275/10000 [06:31<04:03, 15.31it/s]
ELBO: -18415.9: 63%|######2 | 6276/10000 [06:31<04:12, 14.75it/s]
ELBO: -18350.6: 63%|######2 | 6276/10000 [06:31<04:12, 14.75it/s]
ELBO: -18392.7: 63%|######2 | 6277/10000 [06:31<04:12, 14.75it/s]
ELBO: -18415.3: 63%|######2 | 6278/10000 [06:31<04:12, 14.75it/s]
ELBO: -18415.3: 63%|######2 | 6279/10000 [06:31<03:49, 16.25it/s]
ELBO: -18462.0: 63%|######2 | 6279/10000 [06:31<03:49, 16.25it/s]
ELBO: -18437.8: 63%|######2 | 6280/10000 [06:31<03:48, 16.25it/s]
ELBO: -18437.8: 63%|######2 | 6281/10000 [06:31<04:07, 15.00it/s]
ELBO: -18426.5: 63%|######2 | 6281/10000 [06:31<04:07, 15.00it/s]
ELBO: -18401.2: 63%|######2 | 6282/10000 [06:31<04:07, 15.00it/s]
ELBO: -18419.6: 63%|######2 | 6283/10000 [06:31<04:07, 15.00it/s]
ELBO: -18419.6: 63%|######2 | 6284/10000 [06:31<03:44, 16.56it/s]
ELBO: -18432.5: 63%|######2 | 6284/10000 [06:31<03:44, 16.56it/s]
ELBO: -18426.9: 63%|######2 | 6285/10000 [06:31<03:44, 16.56it/s]
ELBO: -18426.9: 63%|######2 | 6286/10000 [06:31<04:05, 15.10it/s]
ELBO: -18412.5: 63%|######2 | 6286/10000 [06:31<04:05, 15.10it/s]
ELBO: -18370.7: 63%|######2 | 6287/10000 [06:32<04:05, 15.10it/s]
ELBO: -18422.9: 63%|######2 | 6288/10000 [06:32<04:05, 15.10it/s]
ELBO: -18422.9: 63%|######2 | 6289/10000 [06:32<03:42, 16.65it/s]
ELBO: -18394.0: 63%|######2 | 6289/10000 [06:32<03:42, 16.65it/s]
ELBO: -18408.2: 63%|######2 | 6290/10000 [06:32<03:42, 16.65it/s]
ELBO: -18408.2: 63%|######2 | 6291/10000 [06:32<04:03, 15.20it/s]
ELBO: -18408.5: 63%|######2 | 6291/10000 [06:32<04:03, 15.20it/s]
ELBO: -18412.0: 63%|######2 | 6292/10000 [06:32<04:03, 15.20it/s]
ELBO: -18405.1: 63%|######2 | 6293/10000 [06:32<04:03, 15.20it/s]
ELBO: -18405.1: 63%|######2 | 6294/10000 [06:32<04:11, 14.71it/s]
ELBO: -18364.9: 63%|######2 | 6294/10000 [06:32<04:11, 14.71it/s]
ELBO: -18385.8: 63%|######2 | 6295/10000 [06:32<04:11, 14.71it/s]
ELBO: -18394.8: 63%|######2 | 6296/10000 [06:32<04:11, 14.71it/s]
ELBO: -18394.8: 63%|######2 | 6297/10000 [06:32<03:47, 16.29it/s]
ELBO: -18422.0: 63%|######2 | 6297/10000 [06:32<03:47, 16.29it/s]
ELBO: -18402.7: 63%|######2 | 6298/10000 [06:32<03:47, 16.29it/s]
ELBO: -18402.7: 63%|######2 | 6299/10000 [06:32<04:07, 14.98it/s]
ELBO: -18381.0: 63%|######2 | 6299/10000 [06:32<04:07, 14.98it/s]
ELBO: -18361.4: 63%|######3 | 6300/10000 [06:32<04:06, 14.98it/s]
ELBO: -18441.9: 63%|######3 | 6301/10000 [06:32<04:06, 14.98it/s]
ELBO: -18441.9: 63%|######3 | 6302/10000 [06:32<03:43, 16.55it/s]
ELBO: -18416.1: 63%|######3 | 6302/10000 [06:33<03:43, 16.55it/s]
ELBO: -18435.5: 63%|######3 | 6303/10000 [06:33<03:43, 16.55it/s]
ELBO: -18435.5: 63%|######3 | 6304/10000 [06:33<04:04, 15.11it/s]
ELBO: -18460.7: 63%|######3 | 6304/10000 [06:33<04:04, 15.11it/s]
ELBO: -18406.1: 63%|######3 | 6305/10000 [06:33<04:04, 15.11it/s]
ELBO: -18426.5: 63%|######3 | 6306/10000 [06:33<04:04, 15.11it/s]
ELBO: -18426.5: 63%|######3 | 6307/10000 [06:33<03:41, 16.69it/s]
ELBO: -18425.3: 63%|######3 | 6307/10000 [06:33<03:41, 16.69it/s]
ELBO: -18439.6: 63%|######3 | 6308/10000 [06:33<03:41, 16.69it/s]
ELBO: -18439.6: 63%|######3 | 6309/10000 [06:33<04:02, 15.24it/s]
ELBO: -18412.6: 63%|######3 | 6309/10000 [06:33<04:02, 15.24it/s]
ELBO: -18392.8: 63%|######3 | 6310/10000 [06:33<04:02, 15.24it/s]
ELBO: -18419.9: 63%|######3 | 6311/10000 [06:33<04:02, 15.24it/s]
ELBO: -18419.9: 63%|######3 | 6312/10000 [06:33<04:09, 14.76it/s]
ELBO: -18394.6: 63%|######3 | 6312/10000 [06:33<04:09, 14.76it/s]
ELBO: -18396.7: 63%|######3 | 6313/10000 [06:33<04:09, 14.76it/s]
ELBO: -18419.1: 63%|######3 | 6314/10000 [06:33<04:09, 14.76it/s]
ELBO: -18419.1: 63%|######3 | 6315/10000 [06:33<03:46, 16.26it/s]
ELBO: -18401.7: 63%|######3 | 6315/10000 [06:33<03:46, 16.26it/s]
ELBO: -18400.1: 63%|######3 | 6316/10000 [06:33<03:46, 16.26it/s]
ELBO: -18400.1: 63%|######3 | 6317/10000 [06:33<04:05, 15.00it/s]
ELBO: -18474.9: 63%|######3 | 6317/10000 [06:33<04:05, 15.00it/s]
ELBO: -18371.7: 63%|######3 | 6318/10000 [06:34<04:05, 15.00it/s]
ELBO: -18426.1: 63%|######3 | 6319/10000 [06:34<04:05, 15.00it/s]
ELBO: -18426.1: 63%|######3 | 6320/10000 [06:34<03:41, 16.59it/s]
ELBO: -18366.1: 63%|######3 | 6320/10000 [06:34<03:41, 16.59it/s]
ELBO: -18387.3: 63%|######3 | 6321/10000 [06:34<03:41, 16.59it/s]
ELBO: -18387.3: 63%|######3 | 6322/10000 [06:34<04:02, 15.16it/s]
ELBO: -18422.1: 63%|######3 | 6322/10000 [06:34<04:02, 15.16it/s]
ELBO: -18395.0: 63%|######3 | 6323/10000 [06:34<04:02, 15.16it/s]
ELBO: -18383.7: 63%|######3 | 6324/10000 [06:34<04:02, 15.16it/s]
ELBO: -18383.7: 63%|######3 | 6325/10000 [06:34<03:40, 16.70it/s]
ELBO: -18423.1: 63%|######3 | 6325/10000 [06:34<03:40, 16.70it/s]
ELBO: -18363.3: 63%|######3 | 6326/10000 [06:34<03:39, 16.70it/s]
ELBO: -18363.3: 63%|######3 | 6327/10000 [06:34<04:01, 15.23it/s]
ELBO: -18359.2: 63%|######3 | 6327/10000 [06:34<04:01, 15.23it/s]
ELBO: -18456.9: 63%|######3 | 6328/10000 [06:34<04:01, 15.23it/s]
ELBO: -18407.1: 63%|######3 | 6329/10000 [06:34<04:01, 15.23it/s]
ELBO: -18407.1: 63%|######3 | 6330/10000 [06:34<04:09, 14.71it/s]
ELBO: -18433.9: 63%|######3 | 6330/10000 [06:34<04:09, 14.71it/s]
ELBO: -18417.6: 63%|######3 | 6331/10000 [06:34<04:09, 14.71it/s]
ELBO: -18399.7: 63%|######3 | 6332/10000 [06:34<04:09, 14.71it/s]
ELBO: -18399.7: 63%|######3 | 6333/10000 [06:34<03:44, 16.30it/s]
ELBO: -18394.3: 63%|######3 | 6333/10000 [06:34<03:44, 16.30it/s]
ELBO: -18388.8: 63%|######3 | 6334/10000 [06:35<03:44, 16.30it/s]
ELBO: -18388.8: 63%|######3 | 6335/10000 [06:35<04:03, 15.04it/s]
ELBO: -18395.0: 63%|######3 | 6335/10000 [06:35<04:03, 15.04it/s]
ELBO: -18387.3: 63%|######3 | 6336/10000 [06:35<04:03, 15.04it/s]
ELBO: -18352.7: 63%|######3 | 6337/10000 [06:35<04:03, 15.04it/s]
ELBO: -18352.7: 63%|######3 | 6338/10000 [06:35<03:41, 16.55it/s]
ELBO: -18479.4: 63%|######3 | 6338/10000 [06:35<03:41, 16.55it/s]
ELBO: -18409.7: 63%|######3 | 6339/10000 [06:35<03:41, 16.55it/s]
ELBO: -18409.7: 63%|######3 | 6340/10000 [06:35<04:02, 15.09it/s]
ELBO: -18399.1: 63%|######3 | 6340/10000 [06:35<04:02, 15.09it/s]
ELBO: -18354.6: 63%|######3 | 6341/10000 [06:35<04:02, 15.09it/s]
ELBO: -18446.0: 63%|######3 | 6342/10000 [06:35<04:02, 15.09it/s]
ELBO: -18446.0: 63%|######3 | 6343/10000 [06:35<03:39, 16.67it/s]
ELBO: -18360.5: 63%|######3 | 6343/10000 [06:35<03:39, 16.67it/s]
ELBO: -18408.0: 63%|######3 | 6344/10000 [06:35<03:39, 16.67it/s]
ELBO: -18408.0: 63%|######3 | 6345/10000 [06:35<03:59, 15.23it/s]
ELBO: -18373.4: 63%|######3 | 6345/10000 [06:35<03:59, 15.23it/s]
ELBO: -18446.6: 63%|######3 | 6346/10000 [06:35<03:59, 15.23it/s]
ELBO: -18415.3: 63%|######3 | 6347/10000 [06:35<03:59, 15.23it/s]
ELBO: -18415.3: 63%|######3 | 6348/10000 [06:35<04:06, 14.79it/s]
ELBO: -18380.0: 63%|######3 | 6348/10000 [06:35<04:06, 14.79it/s]
ELBO: -18313.7: 63%|######3 | 6349/10000 [06:36<04:06, 14.79it/s]
ELBO: -18433.1: 64%|######3 | 6350/10000 [06:36<04:06, 14.79it/s]
ELBO: -18433.1: 64%|######3 | 6351/10000 [06:36<03:43, 16.35it/s]
ELBO: -18384.6: 64%|######3 | 6351/10000 [06:36<03:43, 16.35it/s]
ELBO: -18406.8: 64%|######3 | 6352/10000 [06:36<03:43, 16.35it/s]
ELBO: -18406.8: 64%|######3 | 6353/10000 [06:36<04:01, 15.11it/s]
ELBO: -18371.8: 64%|######3 | 6355/10000 [06:36<04:01, 15.11it/s]
ELBO: -18366.0: 64%|######3 | 6356/10000 [06:36<04:01, 15.11it/s]
ELBO: -18435.2: 64%|######3 | 6357/10000 [06:36<04:01, 15.11it/s]
ELBO: -18435.2: 64%|######3 | 6358/10000 [06:36<02:58, 20.36it/s]
ELBO: -18421.3: 64%|######3 | 6358/10000 [06:36<02:58, 20.36it/s]
ELBO: -18418.0: 64%|######3 | 6359/10000 [06:36<02:58, 20.36it/s]
ELBO: -18377.6: 64%|######3 | 6360/10000 [06:36<02:58, 20.36it/s]
ELBO: -18377.6: 64%|######3 | 6361/10000 [06:36<03:22, 17.95it/s]
ELBO: -18410.2: 64%|######3 | 6361/10000 [06:36<03:22, 17.95it/s]
ELBO: -18444.4: 64%|######3 | 6362/10000 [06:36<03:22, 17.95it/s]
ELBO: -18405.1: 64%|######3 | 6363/10000 [06:36<03:22, 17.95it/s]
ELBO: -18405.1: 64%|######3 | 6364/10000 [06:36<03:38, 16.63it/s]
ELBO: -18343.9: 64%|######3 | 6364/10000 [06:36<03:38, 16.63it/s]
ELBO: -18391.2: 64%|######3 | 6365/10000 [06:36<03:38, 16.63it/s]
ELBO: -18453.9: 64%|######3 | 6366/10000 [06:36<03:38, 16.63it/s]
ELBO: -18453.9: 64%|######3 | 6367/10000 [06:36<03:25, 17.67it/s]
ELBO: -18432.4: 64%|######3 | 6367/10000 [06:37<03:25, 17.67it/s]
ELBO: -18344.1: 64%|######3 | 6368/10000 [06:37<03:25, 17.67it/s]
ELBO: -18344.1: 64%|######3 | 6369/10000 [06:37<03:48, 15.92it/s]
ELBO: -18405.0: 64%|######3 | 6369/10000 [06:37<03:48, 15.92it/s]
ELBO: -18421.8: 64%|######3 | 6370/10000 [06:37<03:48, 15.92it/s]
ELBO: -18421.3: 64%|######3 | 6371/10000 [06:37<03:47, 15.92it/s]
ELBO: -18421.3: 64%|######3 | 6372/10000 [06:37<03:31, 17.18it/s]
ELBO: -18378.3: 64%|######3 | 6372/10000 [06:37<03:31, 17.18it/s]
ELBO: -18377.3: 64%|######3 | 6373/10000 [06:37<03:31, 17.18it/s]
ELBO: -18377.3: 64%|######3 | 6374/10000 [06:37<03:51, 15.63it/s]
ELBO: -18408.1: 64%|######3 | 6374/10000 [06:37<03:51, 15.63it/s]
ELBO: -18373.5: 64%|######3 | 6375/10000 [06:37<03:51, 15.63it/s]
ELBO: -18343.6: 64%|######3 | 6376/10000 [06:37<03:51, 15.63it/s]
ELBO: -18343.6: 64%|######3 | 6377/10000 [06:37<04:00, 15.08it/s]
ELBO: -18422.2: 64%|######3 | 6377/10000 [06:37<04:00, 15.08it/s]
ELBO: -18380.4: 64%|######3 | 6378/10000 [06:37<04:00, 15.08it/s]
ELBO: -18380.1: 64%|######3 | 6379/10000 [06:37<04:00, 15.08it/s]
ELBO: -18380.1: 64%|######3 | 6380/10000 [06:37<03:38, 16.54it/s]
ELBO: -18406.9: 64%|######3 | 6380/10000 [06:37<03:38, 16.54it/s]
ELBO: -18421.2: 64%|######3 | 6381/10000 [06:37<03:38, 16.54it/s]
ELBO: -18421.2: 64%|######3 | 6382/10000 [06:37<03:57, 15.24it/s]
ELBO: -18338.4: 64%|######3 | 6382/10000 [06:38<03:57, 15.24it/s]
ELBO: -18365.7: 64%|######3 | 6383/10000 [06:38<03:57, 15.24it/s]
ELBO: -18386.4: 64%|######3 | 6384/10000 [06:38<03:57, 15.24it/s]
ELBO: -18386.4: 64%|######3 | 6385/10000 [06:38<03:36, 16.69it/s]
ELBO: -18401.8: 64%|######3 | 6385/10000 [06:38<03:36, 16.69it/s]
ELBO: -18413.8: 64%|######3 | 6386/10000 [06:38<03:36, 16.69it/s]
ELBO: -18413.8: 64%|######3 | 6387/10000 [06:38<03:57, 15.21it/s]
ELBO: -18424.4: 64%|######3 | 6387/10000 [06:38<03:57, 15.21it/s]
ELBO: -18327.0: 64%|######3 | 6388/10000 [06:38<03:57, 15.21it/s]
ELBO: -18424.4: 64%|######3 | 6389/10000 [06:38<03:57, 15.21it/s]
ELBO: -18424.4: 64%|######3 | 6390/10000 [06:38<03:35, 16.76it/s]
ELBO: -18391.7: 64%|######3 | 6390/10000 [06:38<03:35, 16.76it/s]
ELBO: -18366.7: 64%|######3 | 6391/10000 [06:38<03:35, 16.76it/s]
ELBO: -18366.7: 64%|######3 | 6392/10000 [06:38<03:55, 15.29it/s]
ELBO: -18446.6: 64%|######3 | 6392/10000 [06:38<03:55, 15.29it/s]
ELBO: -18385.3: 64%|######3 | 6393/10000 [06:38<03:55, 15.29it/s]
ELBO: -18374.6: 64%|######3 | 6394/10000 [06:38<03:55, 15.29it/s]
ELBO: -18374.6: 64%|######3 | 6395/10000 [06:38<04:03, 14.82it/s]
ELBO: -18430.7: 64%|######3 | 6395/10000 [06:38<04:03, 14.82it/s]
ELBO: -18434.9: 64%|######3 | 6396/10000 [06:38<04:03, 14.82it/s]
ELBO: -18451.3: 64%|######3 | 6397/10000 [06:38<04:03, 14.82it/s]
ELBO: -18451.3: 64%|######3 | 6398/10000 [06:38<03:40, 16.37it/s]
ELBO: -18363.1: 64%|######3 | 6398/10000 [06:38<03:40, 16.37it/s]
ELBO: -18419.1: 64%|######3 | 6399/10000 [06:39<03:39, 16.37it/s]
ELBO: -18419.1: 64%|######4 | 6400/10000 [06:39<03:58, 15.10it/s]
ELBO: -18425.7: 64%|######4 | 6400/10000 [06:39<03:58, 15.10it/s]
ELBO: -18420.3: 64%|######4 | 6401/10000 [06:39<03:58, 15.10it/s]
ELBO: -18388.1: 64%|######4 | 6402/10000 [06:39<03:58, 15.10it/s]
ELBO: -18388.1: 64%|######4 | 6403/10000 [06:39<03:35, 16.65it/s]
ELBO: -18367.1: 64%|######4 | 6403/10000 [06:39<03:35, 16.65it/s]
ELBO: -18477.2: 64%|######4 | 6404/10000 [06:39<03:35, 16.65it/s]
ELBO: -18477.2: 64%|######4 | 6405/10000 [06:39<03:57, 15.17it/s]
ELBO: -18403.6: 64%|######4 | 6405/10000 [06:39<03:57, 15.17it/s]
ELBO: -18353.0: 64%|######4 | 6406/10000 [06:39<03:56, 15.17it/s]
ELBO: -18386.9: 64%|######4 | 6407/10000 [06:39<03:56, 15.17it/s]
ELBO: -18386.9: 64%|######4 | 6408/10000 [06:39<03:35, 16.69it/s]
ELBO: -18392.5: 64%|######4 | 6408/10000 [06:39<03:35, 16.69it/s]
ELBO: -18411.1: 64%|######4 | 6409/10000 [06:39<03:35, 16.69it/s]
ELBO: -18411.1: 64%|######4 | 6410/10000 [06:39<03:55, 15.23it/s]
ELBO: -18386.5: 64%|######4 | 6410/10000 [06:39<03:55, 15.23it/s]
ELBO: -18393.7: 64%|######4 | 6411/10000 [06:39<03:55, 15.23it/s]
ELBO: -18408.3: 64%|######4 | 6412/10000 [06:39<03:55, 15.23it/s]
ELBO: -18408.3: 64%|######4 | 6413/10000 [06:39<04:02, 14.77it/s]
ELBO: -18374.2: 64%|######4 | 6413/10000 [06:39<04:02, 14.77it/s]
ELBO: -18387.6: 64%|######4 | 6414/10000 [06:40<04:02, 14.77it/s]
ELBO: -18350.7: 64%|######4 | 6415/10000 [06:40<04:02, 14.77it/s]
ELBO: -18350.7: 64%|######4 | 6416/10000 [06:40<03:39, 16.31it/s]
ELBO: -18407.6: 64%|######4 | 6416/10000 [06:40<03:39, 16.31it/s]
ELBO: -18358.9: 64%|######4 | 6417/10000 [06:40<03:39, 16.31it/s]
ELBO: -18358.9: 64%|######4 | 6418/10000 [06:40<03:58, 15.02it/s]
ELBO: -18398.0: 64%|######4 | 6418/10000 [06:40<03:58, 15.02it/s]
ELBO: -18432.3: 64%|######4 | 6419/10000 [06:40<03:58, 15.02it/s]
ELBO: -18369.8: 64%|######4 | 6420/10000 [06:40<03:58, 15.02it/s]
ELBO: -18369.8: 64%|######4 | 6421/10000 [06:40<03:35, 16.59it/s]
ELBO: -18390.1: 64%|######4 | 6421/10000 [06:40<03:35, 16.59it/s]
ELBO: -18369.0: 64%|######4 | 6422/10000 [06:40<03:35, 16.59it/s]
ELBO: -18369.0: 64%|######4 | 6423/10000 [06:40<03:55, 15.19it/s]
ELBO: -18410.3: 64%|######4 | 6423/10000 [06:40<03:55, 15.19it/s]
ELBO: -18368.9: 64%|######4 | 6424/10000 [06:40<03:55, 15.19it/s]
ELBO: -18436.9: 64%|######4 | 6425/10000 [06:40<03:55, 15.19it/s]
ELBO: -18436.9: 64%|######4 | 6426/10000 [06:40<03:34, 16.70it/s]
ELBO: -18327.9: 64%|######4 | 6426/10000 [06:40<03:34, 16.70it/s]
ELBO: -18367.2: 64%|######4 | 6427/10000 [06:40<03:34, 16.70it/s]
ELBO: -18367.2: 64%|######4 | 6428/10000 [06:40<03:55, 15.19it/s]
ELBO: -18400.7: 64%|######4 | 6428/10000 [06:40<03:55, 15.19it/s]
ELBO: -18376.3: 64%|######4 | 6429/10000 [06:40<03:55, 15.19it/s]
ELBO: -18362.9: 64%|######4 | 6430/10000 [06:41<03:55, 15.19it/s]
ELBO: -18362.9: 64%|######4 | 6431/10000 [06:41<04:02, 14.73it/s]
ELBO: -18362.8: 64%|######4 | 6431/10000 [06:41<04:02, 14.73it/s]
ELBO: -18373.0: 64%|######4 | 6432/10000 [06:41<04:02, 14.73it/s]
ELBO: -18351.0: 64%|######4 | 6433/10000 [06:41<04:02, 14.73it/s]
ELBO: -18351.0: 64%|######4 | 6434/10000 [06:41<03:39, 16.25it/s]
ELBO: -18418.0: 64%|######4 | 6434/10000 [06:41<03:39, 16.25it/s]
ELBO: -18424.0: 64%|######4 | 6435/10000 [06:41<03:39, 16.25it/s]
ELBO: -18424.0: 64%|######4 | 6436/10000 [06:41<03:57, 15.00it/s]
ELBO: -18431.1: 64%|######4 | 6436/10000 [06:41<03:57, 15.00it/s]
ELBO: -18368.2: 64%|######4 | 6437/10000 [06:41<03:57, 15.00it/s]
ELBO: -18427.8: 64%|######4 | 6438/10000 [06:41<03:57, 15.00it/s]
ELBO: -18427.8: 64%|######4 | 6439/10000 [06:41<03:34, 16.56it/s]
ELBO: -18377.4: 64%|######4 | 6439/10000 [06:41<03:34, 16.56it/s]
ELBO: -18400.2: 64%|######4 | 6440/10000 [06:41<03:34, 16.56it/s]
ELBO: -18400.2: 64%|######4 | 6441/10000 [06:41<03:55, 15.10it/s]
ELBO: -18338.6: 64%|######4 | 6441/10000 [06:41<03:55, 15.10it/s]
ELBO: -18359.1: 64%|######4 | 6442/10000 [06:41<03:55, 15.10it/s]
ELBO: -18422.4: 64%|######4 | 6443/10000 [06:41<03:55, 15.10it/s]
ELBO: -18422.4: 64%|######4 | 6444/10000 [06:41<03:33, 16.69it/s]
ELBO: -18375.2: 64%|######4 | 6444/10000 [06:41<03:33, 16.69it/s]
ELBO: -18347.3: 64%|######4 | 6445/10000 [06:42<03:33, 16.69it/s]
ELBO: -18347.3: 64%|######4 | 6446/10000 [06:42<03:52, 15.26it/s]
ELBO: -18356.0: 64%|######4 | 6446/10000 [06:42<03:52, 15.26it/s]
ELBO: -18361.8: 64%|######4 | 6447/10000 [06:42<03:52, 15.26it/s]
ELBO: -18358.4: 64%|######4 | 6448/10000 [06:42<03:52, 15.26it/s]
ELBO: -18358.4: 64%|######4 | 6449/10000 [06:42<04:00, 14.79it/s]
ELBO: -18396.5: 64%|######4 | 6449/10000 [06:42<04:00, 14.79it/s]
ELBO: -18381.5: 64%|######4 | 6450/10000 [06:42<04:00, 14.79it/s]
ELBO: -18419.6: 65%|######4 | 6451/10000 [06:42<03:59, 14.79it/s]
ELBO: -18419.6: 65%|######4 | 6452/10000 [06:42<03:37, 16.32it/s]
ELBO: -18362.6: 65%|######4 | 6452/10000 [06:42<03:37, 16.32it/s]
ELBO: -18356.8: 65%|######4 | 6453/10000 [06:42<03:37, 16.32it/s]
ELBO: -18356.8: 65%|######4 | 6454/10000 [06:42<03:55, 15.06it/s]
ELBO: -18352.4: 65%|######4 | 6454/10000 [06:42<03:55, 15.06it/s]
ELBO: -18368.3: 65%|######4 | 6455/10000 [06:42<03:55, 15.06it/s]
ELBO: -18416.3: 65%|######4 | 6456/10000 [06:42<03:55, 15.06it/s]
ELBO: -18416.3: 65%|######4 | 6457/10000 [06:42<03:32, 16.64it/s]
ELBO: -18363.1: 65%|######4 | 6457/10000 [06:42<03:32, 16.64it/s]
ELBO: -18354.1: 65%|######4 | 6458/10000 [06:42<03:32, 16.64it/s]
ELBO: -18354.1: 65%|######4 | 6459/10000 [06:42<03:53, 15.20it/s]
ELBO: -18384.4: 65%|######4 | 6459/10000 [06:42<03:53, 15.20it/s]
ELBO: -18388.4: 65%|######4 | 6460/10000 [06:42<03:52, 15.20it/s]
ELBO: -18386.0: 65%|######4 | 6461/10000 [06:43<03:52, 15.20it/s]
ELBO: -18386.0: 65%|######4 | 6462/10000 [06:43<03:31, 16.72it/s]
ELBO: -18371.4: 65%|######4 | 6462/10000 [06:43<03:31, 16.72it/s]
ELBO: -18393.0: 65%|######4 | 6463/10000 [06:43<03:31, 16.72it/s]
ELBO: -18393.0: 65%|######4 | 6464/10000 [06:43<03:51, 15.25it/s]
ELBO: -18344.7: 65%|######4 | 6464/10000 [06:43<03:51, 15.25it/s]
ELBO: -18434.9: 65%|######4 | 6465/10000 [06:43<03:51, 15.25it/s]
ELBO: -18376.1: 65%|######4 | 6466/10000 [06:43<03:51, 15.25it/s]
ELBO: -18376.1: 65%|######4 | 6467/10000 [06:43<03:59, 14.78it/s]
ELBO: -18369.5: 65%|######4 | 6467/10000 [06:43<03:59, 14.78it/s]
ELBO: -18472.1: 65%|######4 | 6468/10000 [06:43<03:58, 14.78it/s]
ELBO: -18360.4: 65%|######4 | 6469/10000 [06:43<03:58, 14.78it/s]
ELBO: -18360.4: 65%|######4 | 6470/10000 [06:43<03:36, 16.27it/s]
ELBO: -18346.0: 65%|######4 | 6470/10000 [06:43<03:36, 16.27it/s]
ELBO: -18445.1: 65%|######4 | 6471/10000 [06:43<03:36, 16.27it/s]
ELBO: -18445.1: 65%|######4 | 6472/10000 [06:43<03:55, 14.98it/s]
ELBO: -18332.4: 65%|######4 | 6472/10000 [06:43<03:55, 14.98it/s]
ELBO: -18384.5: 65%|######4 | 6473/10000 [06:43<03:55, 14.98it/s]
ELBO: -18339.2: 65%|######4 | 6474/10000 [06:43<03:55, 14.98it/s]
ELBO: -18339.2: 65%|######4 | 6475/10000 [06:43<03:32, 16.56it/s]
ELBO: -18325.1: 65%|######4 | 6475/10000 [06:43<03:32, 16.56it/s]
ELBO: -18372.0: 65%|######4 | 6476/10000 [06:44<03:32, 16.56it/s]
ELBO: -18372.0: 65%|######4 | 6477/10000 [06:44<03:53, 15.07it/s]
ELBO: -18406.0: 65%|######4 | 6477/10000 [06:44<03:53, 15.07it/s]
ELBO: -18430.3: 65%|######4 | 6478/10000 [06:44<03:53, 15.07it/s]
ELBO: -18389.7: 65%|######4 | 6479/10000 [06:44<03:53, 15.07it/s]
ELBO: -18389.7: 65%|######4 | 6480/10000 [06:44<03:31, 16.64it/s]
ELBO: -18366.8: 65%|######4 | 6480/10000 [06:44<03:31, 16.64it/s]
ELBO: -18370.1: 65%|######4 | 6481/10000 [06:44<03:31, 16.64it/s]
ELBO: -18370.1: 65%|######4 | 6482/10000 [06:44<03:50, 15.24it/s]
ELBO: -18363.8: 65%|######4 | 6482/10000 [06:44<03:50, 15.24it/s]
ELBO: -18394.7: 65%|######4 | 6483/10000 [06:44<03:50, 15.24it/s]
ELBO: -18397.0: 65%|######4 | 6484/10000 [06:44<03:50, 15.24it/s]
ELBO: -18397.0: 65%|######4 | 6485/10000 [06:44<03:58, 14.76it/s]
ELBO: -18373.6: 65%|######4 | 6485/10000 [06:44<03:58, 14.76it/s]
ELBO: -18327.8: 65%|######4 | 6486/10000 [06:44<03:58, 14.76it/s]
ELBO: -18396.3: 65%|######4 | 6487/10000 [06:44<03:57, 14.76it/s]
ELBO: -18396.3: 65%|######4 | 6488/10000 [06:44<03:35, 16.30it/s]
ELBO: -18403.3: 65%|######4 | 6488/10000 [06:44<03:35, 16.30it/s]
ELBO: -18339.3: 65%|######4 | 6489/10000 [06:44<03:35, 16.30it/s]
ELBO: -18339.3: 65%|######4 | 6490/10000 [06:44<03:53, 15.02it/s]
ELBO: -18378.2: 65%|######4 | 6490/10000 [06:44<03:53, 15.02it/s]
ELBO: -18398.6: 65%|######4 | 6491/10000 [06:44<03:53, 15.02it/s]
ELBO: -18350.6: 65%|######4 | 6492/10000 [06:44<03:53, 15.02it/s]
ELBO: -18350.6: 65%|######4 | 6493/10000 [06:44<03:31, 16.56it/s]
ELBO: -18380.3: 65%|######4 | 6493/10000 [06:45<03:31, 16.56it/s]
ELBO: -18354.0: 65%|######4 | 6494/10000 [06:45<03:31, 16.56it/s]
ELBO: -18354.0: 65%|######4 | 6495/10000 [06:45<03:51, 15.14it/s]
ELBO: -18363.4: 65%|######4 | 6495/10000 [06:45<03:51, 15.14it/s]
ELBO: -18382.1: 65%|######4 | 6496/10000 [06:45<03:51, 15.14it/s]
ELBO: -18369.2: 65%|######4 | 6497/10000 [06:45<03:51, 15.14it/s]
ELBO: -18369.2: 65%|######4 | 6498/10000 [06:45<03:30, 16.65it/s]
ELBO: -18381.3: 65%|######4 | 6498/10000 [06:45<03:30, 16.65it/s]
ELBO: -18348.0: 65%|######4 | 6499/10000 [06:45<03:30, 16.65it/s]
ELBO: -18348.0: 65%|######5 | 6500/10000 [06:45<03:49, 15.22it/s]
ELBO: -18390.3: 65%|######5 | 6500/10000 [06:45<03:49, 15.22it/s]
ELBO: -18355.3: 65%|######5 | 6501/10000 [06:45<03:49, 15.22it/s]
ELBO: -18377.9: 65%|######5 | 6502/10000 [06:45<03:49, 15.22it/s]
ELBO: -18377.9: 65%|######5 | 6503/10000 [06:45<03:56, 14.77it/s]
ELBO: -18365.6: 65%|######5 | 6503/10000 [06:45<03:56, 14.77it/s]
ELBO: -18353.8: 65%|######5 | 6504/10000 [06:45<03:56, 14.77it/s]
ELBO: -18333.8: 65%|######5 | 6505/10000 [06:45<03:56, 14.77it/s]
ELBO: -18333.8: 65%|######5 | 6506/10000 [06:45<03:33, 16.34it/s]
ELBO: -18424.7: 65%|######5 | 6506/10000 [06:45<03:33, 16.34it/s]
ELBO: -18376.8: 65%|######5 | 6507/10000 [06:46<03:33, 16.34it/s]
ELBO: -18376.8: 65%|######5 | 6508/10000 [06:46<03:51, 15.11it/s]
ELBO: -18375.9: 65%|######5 | 6508/10000 [06:46<03:51, 15.11it/s]
ELBO: -18329.4: 65%|######5 | 6509/10000 [06:46<03:51, 15.11it/s]
ELBO: -18419.9: 65%|######5 | 6510/10000 [06:46<03:50, 15.11it/s]
ELBO: -18419.9: 65%|######5 | 6511/10000 [06:46<03:29, 16.63it/s]
ELBO: -18348.0: 65%|######5 | 6511/10000 [06:46<03:29, 16.63it/s]
ELBO: -18330.8: 65%|######5 | 6512/10000 [06:46<03:29, 16.63it/s]
ELBO: -18330.8: 65%|######5 | 6513/10000 [06:46<03:50, 15.16it/s]
ELBO: -18325.9: 65%|######5 | 6513/10000 [06:46<03:50, 15.16it/s]
ELBO: -18396.0: 65%|######5 | 6516/10000 [06:46<03:49, 15.16it/s]
ELBO: -18347.5: 65%|######5 | 6517/10000 [06:46<03:49, 15.16it/s]
ELBO: -18347.5: 65%|######5 | 6518/10000 [06:46<02:49, 20.59it/s]
ELBO: -18380.5: 65%|######5 | 6518/10000 [06:46<02:49, 20.59it/s]
ELBO: -18333.3: 65%|######5 | 6519/10000 [06:46<02:49, 20.59it/s]
ELBO: -18338.5: 65%|######5 | 6520/10000 [06:46<02:49, 20.59it/s]
ELBO: -18338.5: 65%|######5 | 6521/10000 [06:46<03:11, 18.14it/s]
ELBO: -18371.2: 65%|######5 | 6521/10000 [06:46<03:11, 18.14it/s]
ELBO: -18313.6: 65%|######5 | 6522/10000 [06:46<03:11, 18.14it/s]
ELBO: -18313.6: 65%|######5 | 6523/10000 [06:46<03:33, 16.26it/s]
ELBO: -18372.2: 65%|######5 | 6523/10000 [06:46<03:33, 16.26it/s]
ELBO: -18342.6: 65%|######5 | 6524/10000 [06:46<03:33, 16.26it/s]
ELBO: -18342.6: 65%|######5 | 6525/10000 [06:46<03:25, 16.91it/s]
ELBO: -18334.0: 65%|######5 | 6525/10000 [06:46<03:25, 16.91it/s]
ELBO: -18365.3: 65%|######5 | 6526/10000 [06:47<03:25, 16.91it/s]
ELBO: -18310.0: 65%|######5 | 6527/10000 [06:47<03:25, 16.91it/s]
ELBO: -18310.0: 65%|######5 | 6528/10000 [06:47<03:39, 15.79it/s]
ELBO: -18308.6: 65%|######5 | 6528/10000 [06:47<03:39, 15.79it/s]
ELBO: -18326.3: 65%|######5 | 6529/10000 [06:47<03:39, 15.79it/s]
ELBO: -18357.5: 65%|######5 | 6530/10000 [06:47<03:39, 15.79it/s]
ELBO: -18357.5: 65%|######5 | 6531/10000 [06:47<03:22, 17.14it/s]
ELBO: -18388.5: 65%|######5 | 6531/10000 [06:47<03:22, 17.14it/s]
ELBO: -18314.6: 65%|######5 | 6532/10000 [06:47<03:22, 17.14it/s]
ELBO: -18314.6: 65%|######5 | 6533/10000 [06:47<03:42, 15.60it/s]
ELBO: -18349.7: 65%|######5 | 6533/10000 [06:47<03:42, 15.60it/s]
ELBO: -18316.4: 65%|######5 | 6534/10000 [06:47<03:42, 15.60it/s]
ELBO: -18390.8: 65%|######5 | 6535/10000 [06:47<03:42, 15.60it/s]
ELBO: -18390.8: 65%|######5 | 6536/10000 [06:47<03:23, 17.05it/s]
ELBO: -18336.5: 65%|######5 | 6536/10000 [06:47<03:23, 17.05it/s]
ELBO: -18349.5: 65%|######5 | 6537/10000 [06:47<03:23, 17.05it/s]
ELBO: -18349.5: 65%|######5 | 6538/10000 [06:47<03:44, 15.45it/s]
ELBO: -18400.1: 65%|######5 | 6538/10000 [06:47<03:44, 15.45it/s]
ELBO: -18374.0: 65%|######5 | 6539/10000 [06:47<03:44, 15.45it/s]
ELBO: -18365.7: 65%|######5 | 6540/10000 [06:47<03:43, 15.45it/s]
ELBO: -18365.7: 65%|######5 | 6541/10000 [06:47<03:51, 14.93it/s]
ELBO: -18287.0: 65%|######5 | 6541/10000 [06:48<03:51, 14.93it/s]
ELBO: -18327.7: 65%|######5 | 6542/10000 [06:48<03:51, 14.93it/s]
ELBO: -18386.7: 65%|######5 | 6543/10000 [06:48<03:51, 14.93it/s]
ELBO: -18386.7: 65%|######5 | 6544/10000 [06:48<03:31, 16.36it/s]
ELBO: -18345.0: 65%|######5 | 6544/10000 [06:48<03:31, 16.36it/s]
ELBO: -18369.6: 65%|######5 | 6545/10000 [06:48<03:31, 16.36it/s]
ELBO: -18369.6: 65%|######5 | 6546/10000 [06:48<03:49, 15.05it/s]
ELBO: -18420.7: 65%|######5 | 6546/10000 [06:48<03:49, 15.05it/s]
ELBO: -18357.6: 65%|######5 | 6547/10000 [06:48<03:49, 15.05it/s]
ELBO: -18430.5: 65%|######5 | 6548/10000 [06:48<03:49, 15.05it/s]
ELBO: -18430.5: 65%|######5 | 6549/10000 [06:48<03:27, 16.63it/s]
ELBO: -18403.2: 65%|######5 | 6549/10000 [06:48<03:27, 16.63it/s]
ELBO: -18375.7: 66%|######5 | 6550/10000 [06:48<03:27, 16.63it/s]
ELBO: -18375.7: 66%|######5 | 6551/10000 [06:48<03:47, 15.15it/s]
ELBO: -18366.5: 66%|######5 | 6551/10000 [06:48<03:47, 15.15it/s]
ELBO: -18340.9: 66%|######5 | 6552/10000 [06:48<03:47, 15.15it/s]
ELBO: -18340.6: 66%|######5 | 6553/10000 [06:48<03:47, 15.15it/s]
ELBO: -18340.6: 66%|######5 | 6554/10000 [06:48<03:27, 16.64it/s]
ELBO: -18366.0: 66%|######5 | 6554/10000 [06:48<03:27, 16.64it/s]
ELBO: -18382.1: 66%|######5 | 6555/10000 [06:48<03:27, 16.64it/s]
ELBO: -18382.1: 66%|######5 | 6556/10000 [06:48<03:46, 15.19it/s]
ELBO: -18313.2: 66%|######5 | 6556/10000 [06:48<03:46, 15.19it/s]
ELBO: -18416.6: 66%|######5 | 6557/10000 [06:49<03:46, 15.19it/s]
ELBO: -18386.0: 66%|######5 | 6558/10000 [06:49<03:46, 15.19it/s]
ELBO: -18386.0: 66%|######5 | 6559/10000 [06:49<03:53, 14.72it/s]
ELBO: -18387.5: 66%|######5 | 6559/10000 [06:49<03:53, 14.72it/s]
ELBO: -18446.3: 66%|######5 | 6560/10000 [06:49<03:53, 14.72it/s]
ELBO: -18323.5: 66%|######5 | 6561/10000 [06:49<03:53, 14.72it/s]
ELBO: -18323.5: 66%|######5 | 6562/10000 [06:49<03:30, 16.30it/s]
ELBO: -18347.4: 66%|######5 | 6562/10000 [06:49<03:30, 16.30it/s]
ELBO: -18316.9: 66%|######5 | 6563/10000 [06:49<03:30, 16.30it/s]
ELBO: -18316.9: 66%|######5 | 6564/10000 [06:49<03:48, 15.04it/s]
ELBO: -18327.5: 66%|######5 | 6564/10000 [06:49<03:48, 15.04it/s]
ELBO: -18377.8: 66%|######5 | 6565/10000 [06:49<03:48, 15.04it/s]
ELBO: -18329.1: 66%|######5 | 6566/10000 [06:49<03:48, 15.04it/s]
ELBO: -18329.1: 66%|######5 | 6567/10000 [06:49<03:26, 16.59it/s]
ELBO: -18371.4: 66%|######5 | 6567/10000 [06:49<03:26, 16.59it/s]
ELBO: -18356.4: 66%|######5 | 6568/10000 [06:49<03:26, 16.59it/s]
ELBO: -18356.4: 66%|######5 | 6569/10000 [06:49<03:46, 15.16it/s]
ELBO: -18392.6: 66%|######5 | 6569/10000 [06:49<03:46, 15.16it/s]
ELBO: -18387.7: 66%|######5 | 6570/10000 [06:49<03:46, 15.16it/s]
ELBO: -18371.9: 66%|######5 | 6571/10000 [06:49<03:46, 15.16it/s]
ELBO: -18371.9: 66%|######5 | 6572/10000 [06:49<03:25, 16.71it/s]
ELBO: -18311.6: 66%|######5 | 6572/10000 [06:50<03:25, 16.71it/s]
ELBO: -18368.8: 66%|######5 | 6573/10000 [06:50<03:25, 16.71it/s]
ELBO: -18368.8: 66%|######5 | 6574/10000 [06:50<03:44, 15.25it/s]
ELBO: -18338.9: 66%|######5 | 6574/10000 [06:50<03:44, 15.25it/s]
ELBO: -18339.6: 66%|######5 | 6575/10000 [06:50<03:44, 15.25it/s]
ELBO: -18351.9: 66%|######5 | 6576/10000 [06:50<03:44, 15.25it/s]
ELBO: -18351.9: 66%|######5 | 6577/10000 [06:50<03:51, 14.78it/s]
ELBO: -18334.1: 66%|######5 | 6577/10000 [06:50<03:51, 14.78it/s]
ELBO: -18376.3: 66%|######5 | 6578/10000 [06:50<03:51, 14.78it/s]
ELBO: -18324.7: 66%|######5 | 6579/10000 [06:50<03:51, 14.78it/s]
ELBO: -18324.7: 66%|######5 | 6580/10000 [06:50<03:28, 16.37it/s]
ELBO: -18334.7: 66%|######5 | 6580/10000 [06:50<03:28, 16.37it/s]
ELBO: -18327.2: 66%|######5 | 6581/10000 [06:50<03:28, 16.37it/s]
ELBO: -18327.2: 66%|######5 | 6582/10000 [06:50<03:46, 15.12it/s]
ELBO: -18325.0: 66%|######5 | 6582/10000 [06:50<03:46, 15.12it/s]
ELBO: -18383.6: 66%|######5 | 6583/10000 [06:50<03:45, 15.12it/s]
ELBO: -18390.9: 66%|######5 | 6584/10000 [06:50<03:45, 15.12it/s]
ELBO: -18390.9: 66%|######5 | 6585/10000 [06:50<03:24, 16.67it/s]
ELBO: -18315.4: 66%|######5 | 6585/10000 [06:50<03:24, 16.67it/s]
ELBO: -18294.7: 66%|######5 | 6586/10000 [06:50<03:24, 16.67it/s]
ELBO: -18294.7: 66%|######5 | 6587/10000 [06:50<03:45, 15.16it/s]
ELBO: -18302.7: 66%|######5 | 6587/10000 [06:50<03:45, 15.16it/s]
ELBO: -18367.6: 66%|######5 | 6588/10000 [06:51<03:44, 15.16it/s]
ELBO: -18310.0: 66%|######5 | 6589/10000 [06:51<03:44, 15.16it/s]
ELBO: -18310.0: 66%|######5 | 6590/10000 [06:51<03:23, 16.72it/s]
ELBO: -18332.6: 66%|######5 | 6590/10000 [06:51<03:23, 16.72it/s]
ELBO: -18293.2: 66%|######5 | 6591/10000 [06:51<03:23, 16.72it/s]
ELBO: -18293.2: 66%|######5 | 6592/10000 [06:51<03:43, 15.27it/s]
ELBO: -18325.5: 66%|######5 | 6592/10000 [06:51<03:43, 15.27it/s]
ELBO: -18376.7: 66%|######5 | 6593/10000 [06:51<03:43, 15.27it/s]
ELBO: -18283.0: 66%|######5 | 6594/10000 [06:51<03:43, 15.27it/s]
ELBO: -18283.0: 66%|######5 | 6595/10000 [06:51<03:50, 14.80it/s]
ELBO: -18356.9: 66%|######5 | 6595/10000 [06:51<03:50, 14.80it/s]
ELBO: -18327.7: 66%|######5 | 6596/10000 [06:51<03:50, 14.80it/s]
ELBO: -18328.4: 66%|######5 | 6597/10000 [06:51<03:50, 14.80it/s]
ELBO: -18328.4: 66%|######5 | 6598/10000 [06:51<03:28, 16.32it/s]
ELBO: -18318.8: 66%|######5 | 6598/10000 [06:51<03:28, 16.32it/s]
ELBO: -18359.7: 66%|######5 | 6599/10000 [06:51<03:28, 16.32it/s]
ELBO: -18359.7: 66%|######6 | 6600/10000 [06:51<03:46, 15.04it/s]
ELBO: -18294.2: 66%|######6 | 6600/10000 [06:51<03:46, 15.04it/s]
ELBO: -18308.2: 66%|######6 | 6601/10000 [06:51<03:45, 15.04it/s]
ELBO: -18341.0: 66%|######6 | 6602/10000 [06:51<03:45, 15.04it/s]
ELBO: -18341.0: 66%|######6 | 6603/10000 [06:51<03:25, 16.57it/s]
ELBO: -18353.6: 66%|######6 | 6603/10000 [06:52<03:25, 16.57it/s]
ELBO: -18375.2: 66%|######6 | 6604/10000 [06:52<03:24, 16.57it/s]
ELBO: -18375.2: 66%|######6 | 6605/10000 [06:52<03:44, 15.12it/s]
ELBO: -18311.4: 66%|######6 | 6605/10000 [06:52<03:44, 15.12it/s]
ELBO: -18355.1: 66%|######6 | 6606/10000 [06:52<03:44, 15.12it/s]
ELBO: -18338.6: 66%|######6 | 6607/10000 [06:52<03:44, 15.12it/s]
ELBO: -18338.6: 66%|######6 | 6608/10000 [06:52<03:24, 16.59it/s]
ELBO: -18346.2: 66%|######6 | 6608/10000 [06:52<03:24, 16.59it/s]
ELBO: -18320.3: 66%|######6 | 6609/10000 [06:52<03:24, 16.59it/s]
ELBO: -18320.3: 66%|######6 | 6610/10000 [06:52<03:43, 15.18it/s]
ELBO: -18310.4: 66%|######6 | 6610/10000 [06:52<03:43, 15.18it/s]
ELBO: -18337.2: 66%|######6 | 6611/10000 [06:52<03:43, 15.18it/s]
ELBO: -18341.4: 66%|######6 | 6612/10000 [06:52<03:43, 15.18it/s]
ELBO: -18341.4: 66%|######6 | 6613/10000 [06:52<03:50, 14.67it/s]
ELBO: -18368.6: 66%|######6 | 6613/10000 [06:52<03:50, 14.67it/s]
ELBO: -18343.5: 66%|######6 | 6614/10000 [06:52<03:50, 14.67it/s]
ELBO: -18287.0: 66%|######6 | 6615/10000 [06:52<03:50, 14.67it/s]
ELBO: -18287.0: 66%|######6 | 6616/10000 [06:52<03:28, 16.25it/s]
ELBO: -18425.6: 66%|######6 | 6616/10000 [06:52<03:28, 16.25it/s]
ELBO: -18345.6: 66%|######6 | 6617/10000 [06:52<03:28, 16.25it/s]
ELBO: -18345.6: 66%|######6 | 6618/10000 [06:52<03:45, 15.02it/s]
ELBO: -18349.2: 66%|######6 | 6618/10000 [06:52<03:45, 15.02it/s]
ELBO: -18393.6: 66%|######6 | 6619/10000 [06:53<03:45, 15.02it/s]
ELBO: -18364.2: 66%|######6 | 6620/10000 [06:53<03:45, 15.02it/s]
ELBO: -18364.2: 66%|######6 | 6621/10000 [06:53<03:23, 16.57it/s]
ELBO: -18306.2: 66%|######6 | 6621/10000 [06:53<03:23, 16.57it/s]
ELBO: -18376.5: 66%|######6 | 6622/10000 [06:53<03:23, 16.57it/s]
ELBO: -18376.5: 66%|######6 | 6623/10000 [06:53<03:42, 15.17it/s]
ELBO: -18298.9: 66%|######6 | 6623/10000 [06:53<03:42, 15.17it/s]
ELBO: -18332.4: 66%|######6 | 6624/10000 [06:53<03:42, 15.17it/s]
ELBO: -18347.7: 66%|######6 | 6625/10000 [06:53<03:42, 15.17it/s]
ELBO: -18347.7: 66%|######6 | 6626/10000 [06:53<03:21, 16.72it/s]
ELBO: -18398.5: 66%|######6 | 6626/10000 [06:53<03:21, 16.72it/s]
ELBO: -18336.8: 66%|######6 | 6627/10000 [06:53<03:21, 16.72it/s]
ELBO: -18336.8: 66%|######6 | 6628/10000 [06:53<03:40, 15.27it/s]
ELBO: -18320.9: 66%|######6 | 6628/10000 [06:53<03:40, 15.27it/s]
ELBO: -18317.4: 66%|######6 | 6629/10000 [06:53<03:40, 15.27it/s]
ELBO: -18347.7: 66%|######6 | 6630/10000 [06:53<03:40, 15.27it/s]
ELBO: -18347.7: 66%|######6 | 6631/10000 [06:53<03:47, 14.81it/s]
ELBO: -18299.8: 66%|######6 | 6631/10000 [06:53<03:47, 14.81it/s]
ELBO: -18354.6: 66%|######6 | 6632/10000 [06:53<03:47, 14.81it/s]
ELBO: -18320.4: 66%|######6 | 6633/10000 [06:53<03:47, 14.81it/s]
ELBO: -18320.4: 66%|######6 | 6634/10000 [06:53<03:25, 16.38it/s]
ELBO: -18317.3: 66%|######6 | 6634/10000 [06:53<03:25, 16.38it/s]
ELBO: -18356.3: 66%|######6 | 6635/10000 [06:54<03:25, 16.38it/s]
ELBO: -18356.3: 66%|######6 | 6636/10000 [06:54<03:42, 15.09it/s]
ELBO: -18347.0: 66%|######6 | 6636/10000 [06:54<03:42, 15.09it/s]
ELBO: -18345.5: 66%|######6 | 6637/10000 [06:54<03:42, 15.09it/s]
ELBO: -18332.9: 66%|######6 | 6638/10000 [06:54<03:42, 15.09it/s]
ELBO: -18332.9: 66%|######6 | 6639/10000 [06:54<03:22, 16.62it/s]
ELBO: -18378.1: 66%|######6 | 6639/10000 [06:54<03:22, 16.62it/s]
ELBO: -18341.3: 66%|######6 | 6640/10000 [06:54<03:22, 16.62it/s]
ELBO: -18341.3: 66%|######6 | 6641/10000 [06:54<03:41, 15.17it/s]
ELBO: -18344.4: 66%|######6 | 6641/10000 [06:54<03:41, 15.17it/s]
ELBO: -18388.4: 66%|######6 | 6642/10000 [06:54<03:41, 15.17it/s]
ELBO: -18273.8: 66%|######6 | 6643/10000 [06:54<03:41, 15.17it/s]
ELBO: -18273.8: 66%|######6 | 6644/10000 [06:54<03:20, 16.74it/s]
ELBO: -18327.8: 66%|######6 | 6644/10000 [06:54<03:20, 16.74it/s]
ELBO: -18363.0: 66%|######6 | 6645/10000 [06:54<03:20, 16.74it/s]
ELBO: -18363.0: 66%|######6 | 6646/10000 [06:54<03:39, 15.30it/s]
ELBO: -18317.1: 66%|######6 | 6646/10000 [06:54<03:39, 15.30it/s]
ELBO: -18286.3: 66%|######6 | 6647/10000 [06:54<03:39, 15.30it/s]
ELBO: -18333.3: 66%|######6 | 6648/10000 [06:54<03:39, 15.30it/s]
ELBO: -18333.3: 66%|######6 | 6649/10000 [06:54<03:45, 14.84it/s]
ELBO: -18326.6: 66%|######6 | 6649/10000 [06:54<03:45, 14.84it/s]
ELBO: -18306.8: 66%|######6 | 6650/10000 [06:54<03:45, 14.84it/s]
ELBO: -18363.1: 67%|######6 | 6651/10000 [06:55<03:45, 14.84it/s]
ELBO: -18363.1: 67%|######6 | 6652/10000 [06:55<03:24, 16.34it/s]
ELBO: -18320.7: 67%|######6 | 6652/10000 [06:55<03:24, 16.34it/s]
ELBO: -18390.0: 67%|######6 | 6653/10000 [06:55<03:24, 16.34it/s]
ELBO: -18390.0: 67%|######6 | 6654/10000 [06:55<03:42, 15.05it/s]
ELBO: -18367.2: 67%|######6 | 6654/10000 [06:55<03:42, 15.05it/s]
ELBO: -18345.3: 67%|######6 | 6655/10000 [06:55<03:42, 15.05it/s]
ELBO: -18276.0: 67%|######6 | 6656/10000 [06:55<03:42, 15.05it/s]
ELBO: -18276.0: 67%|######6 | 6657/10000 [06:55<03:21, 16.61it/s]
ELBO: -18340.2: 67%|######6 | 6657/10000 [06:55<03:21, 16.61it/s]
ELBO: -18316.7: 67%|######6 | 6658/10000 [06:55<03:21, 16.61it/s]
ELBO: -18316.7: 67%|######6 | 6659/10000 [06:55<03:40, 15.15it/s]
ELBO: -18316.8: 67%|######6 | 6659/10000 [06:55<03:40, 15.15it/s]
ELBO: -18290.1: 67%|######6 | 6660/10000 [06:55<03:40, 15.15it/s]
ELBO: -18312.4: 67%|######6 | 6661/10000 [06:55<03:40, 15.15it/s]
ELBO: -18312.4: 67%|######6 | 6662/10000 [06:55<03:20, 16.64it/s]
ELBO: -18332.4: 67%|######6 | 6662/10000 [06:55<03:20, 16.64it/s]
ELBO: -18317.5: 67%|######6 | 6663/10000 [06:55<03:20, 16.64it/s]
ELBO: -18317.5: 67%|######6 | 6664/10000 [06:55<03:39, 15.18it/s]
ELBO: -18287.3: 67%|######6 | 6664/10000 [06:55<03:39, 15.18it/s]
ELBO: -18336.6: 67%|######6 | 6665/10000 [06:55<03:39, 15.18it/s]
ELBO: -18324.9: 67%|######6 | 6666/10000 [06:56<03:39, 15.18it/s]
ELBO: -18324.9: 67%|######6 | 6667/10000 [06:56<03:45, 14.77it/s]
ELBO: -18321.6: 67%|######6 | 6667/10000 [06:56<03:45, 14.77it/s]
ELBO: -18281.1: 67%|######6 | 6668/10000 [06:56<03:45, 14.77it/s]
ELBO: -18303.0: 67%|######6 | 6669/10000 [06:56<03:45, 14.77it/s]
ELBO: -18303.0: 67%|######6 | 6670/10000 [06:56<03:23, 16.34it/s]
ELBO: -18292.8: 67%|######6 | 6670/10000 [06:56<03:23, 16.34it/s]
ELBO: -18310.0: 67%|######6 | 6671/10000 [06:56<03:23, 16.34it/s]
ELBO: -18310.0: 67%|######6 | 6672/10000 [06:56<03:40, 15.11it/s]
ELBO: -18297.1: 67%|######6 | 6672/10000 [06:56<03:40, 15.11it/s]
ELBO: -18311.5: 67%|######6 | 6673/10000 [06:56<03:40, 15.11it/s]
ELBO: -18321.4: 67%|######6 | 6674/10000 [06:56<03:40, 15.11it/s]
ELBO: -18321.4: 67%|######6 | 6675/10000 [06:56<03:19, 16.63it/s]
ELBO: -18292.7: 67%|######6 | 6675/10000 [06:56<03:19, 16.63it/s]
ELBO: -18292.7: 67%|######6 | 6678/10000 [06:56<02:58, 18.65it/s]
ELBO: -18337.2: 67%|######6 | 6678/10000 [06:56<02:58, 18.65it/s]
ELBO: -18310.8: 67%|######6 | 6679/10000 [06:56<02:58, 18.65it/s]
ELBO: -18391.6: 67%|######6 | 6680/10000 [06:56<02:57, 18.65it/s]
ELBO: -18391.6: 67%|######6 | 6681/10000 [06:56<02:52, 19.29it/s]
ELBO: -18318.5: 67%|######6 | 6681/10000 [06:56<02:52, 19.29it/s]
ELBO: -18294.2: 67%|######6 | 6682/10000 [06:56<02:52, 19.29it/s]
ELBO: -18294.2: 67%|######6 | 6683/10000 [06:56<03:16, 16.92it/s]
ELBO: -18291.2: 67%|######6 | 6683/10000 [06:56<03:16, 16.92it/s]
ELBO: -18289.2: 67%|######6 | 6684/10000 [06:57<03:15, 16.92it/s]
ELBO: -18381.3: 67%|######6 | 6685/10000 [06:57<03:15, 16.92it/s]
ELBO: -18381.3: 67%|######6 | 6686/10000 [06:57<03:03, 18.04it/s]
ELBO: -18319.4: 67%|######6 | 6686/10000 [06:57<03:03, 18.04it/s]
ELBO: -18345.3: 67%|######6 | 6687/10000 [06:57<03:03, 18.04it/s]
ELBO: -18345.3: 67%|######6 | 6688/10000 [06:57<03:26, 16.05it/s]
ELBO: -18332.9: 67%|######6 | 6688/10000 [06:57<03:26, 16.05it/s]
ELBO: -18312.9: 67%|######6 | 6689/10000 [06:57<03:26, 16.05it/s]
ELBO: -18293.5: 67%|######6 | 6690/10000 [06:57<03:26, 16.05it/s]
ELBO: -18293.5: 67%|######6 | 6691/10000 [06:57<03:10, 17.36it/s]
ELBO: -18337.9: 67%|######6 | 6691/10000 [06:57<03:10, 17.36it/s]
ELBO: -18380.2: 67%|######6 | 6692/10000 [06:57<03:10, 17.36it/s]
ELBO: -18380.2: 67%|######6 | 6693/10000 [06:57<03:31, 15.63it/s]
ELBO: -18311.6: 67%|######6 | 6693/10000 [06:57<03:31, 15.63it/s]
ELBO: -18284.1: 67%|######6 | 6694/10000 [06:57<03:31, 15.63it/s]
ELBO: -18343.8: 67%|######6 | 6695/10000 [06:57<03:31, 15.63it/s]
ELBO: -18343.8: 67%|######6 | 6696/10000 [06:57<03:40, 15.01it/s]
ELBO: -18355.1: 67%|######6 | 6696/10000 [06:57<03:40, 15.01it/s]
ELBO: -18345.1: 67%|######6 | 6697/10000 [06:57<03:40, 15.01it/s]
ELBO: -18278.1: 67%|######6 | 6698/10000 [06:57<03:39, 15.01it/s]
ELBO: -18278.1: 67%|######6 | 6699/10000 [06:57<03:23, 16.24it/s]
ELBO: -18375.5: 67%|######6 | 6699/10000 [06:57<03:23, 16.24it/s]
ELBO: -18305.8: 67%|######7 | 6700/10000 [06:58<03:23, 16.24it/s]
ELBO: -18305.8: 67%|######7 | 6701/10000 [06:58<03:40, 14.99it/s]
ELBO: -18297.8: 67%|######7 | 6701/10000 [06:58<03:40, 14.99it/s]
ELBO: -18296.6: 67%|######7 | 6702/10000 [06:58<03:40, 14.99it/s]
ELBO: -18331.4: 67%|######7 | 6703/10000 [06:58<03:39, 14.99it/s]
ELBO: -18331.4: 67%|######7 | 6704/10000 [06:58<03:19, 16.52it/s]
ELBO: -18329.6: 67%|######7 | 6704/10000 [06:58<03:19, 16.52it/s]
ELBO: -18356.2: 67%|######7 | 6705/10000 [06:58<03:19, 16.52it/s]
ELBO: -18356.2: 67%|######7 | 6706/10000 [06:58<03:37, 15.11it/s]
ELBO: -18300.0: 67%|######7 | 6706/10000 [06:58<03:37, 15.11it/s]
ELBO: -18320.0: 67%|######7 | 6707/10000 [06:58<03:37, 15.11it/s]
ELBO: -18341.8: 67%|######7 | 6708/10000 [06:58<03:37, 15.11it/s]
ELBO: -18341.8: 67%|######7 | 6709/10000 [06:58<03:17, 16.67it/s]
ELBO: -18342.7: 67%|######7 | 6709/10000 [06:58<03:17, 16.67it/s]
ELBO: -18312.7: 67%|######7 | 6710/10000 [06:58<03:17, 16.67it/s]
ELBO: -18312.7: 67%|######7 | 6711/10000 [06:58<03:35, 15.23it/s]
ELBO: -18343.8: 67%|######7 | 6711/10000 [06:58<03:35, 15.23it/s]
ELBO: -18306.7: 67%|######7 | 6712/10000 [06:58<03:35, 15.23it/s]
ELBO: -18334.7: 67%|######7 | 6713/10000 [06:58<03:35, 15.23it/s]
ELBO: -18334.7: 67%|######7 | 6714/10000 [06:58<03:42, 14.80it/s]
ELBO: -18318.7: 67%|######7 | 6714/10000 [06:58<03:42, 14.80it/s]
ELBO: -18318.0: 67%|######7 | 6715/10000 [06:59<03:41, 14.80it/s]
ELBO: -18398.0: 67%|######7 | 6716/10000 [06:59<03:41, 14.80it/s]
ELBO: -18398.0: 67%|######7 | 6717/10000 [06:59<03:20, 16.34it/s]
ELBO: -18278.3: 67%|######7 | 6717/10000 [06:59<03:20, 16.34it/s]
ELBO: -18408.4: 67%|######7 | 6718/10000 [06:59<03:20, 16.34it/s]
ELBO: -18408.4: 67%|######7 | 6719/10000 [06:59<03:37, 15.07it/s]
ELBO: -18320.1: 67%|######7 | 6719/10000 [06:59<03:37, 15.07it/s]
ELBO: -18301.5: 67%|######7 | 6720/10000 [06:59<03:37, 15.07it/s]
ELBO: -18325.1: 67%|######7 | 6721/10000 [06:59<03:37, 15.07it/s]
ELBO: -18325.1: 67%|######7 | 6722/10000 [06:59<03:17, 16.59it/s]
ELBO: -18284.6: 67%|######7 | 6722/10000 [06:59<03:17, 16.59it/s]
ELBO: -18309.9: 67%|######7 | 6723/10000 [06:59<03:17, 16.59it/s]
ELBO: -18309.9: 67%|######7 | 6724/10000 [06:59<03:37, 15.09it/s]
ELBO: -18275.9: 67%|######7 | 6724/10000 [06:59<03:37, 15.09it/s]
ELBO: -18415.1: 67%|######7 | 6725/10000 [06:59<03:37, 15.09it/s]
ELBO: -18280.9: 67%|######7 | 6726/10000 [06:59<03:37, 15.09it/s]
ELBO: -18280.9: 67%|######7 | 6727/10000 [06:59<03:16, 16.62it/s]
ELBO: -18301.1: 67%|######7 | 6727/10000 [06:59<03:16, 16.62it/s]
ELBO: -18335.8: 67%|######7 | 6728/10000 [06:59<03:16, 16.62it/s]
ELBO: -18335.8: 67%|######7 | 6729/10000 [06:59<03:35, 15.21it/s]
ELBO: -18312.6: 67%|######7 | 6729/10000 [06:59<03:35, 15.21it/s]
ELBO: -18351.1: 67%|######7 | 6730/10000 [06:59<03:34, 15.21it/s]
ELBO: -18306.5: 67%|######7 | 6731/10000 [07:00<03:34, 15.21it/s]
ELBO: -18306.5: 67%|######7 | 6732/10000 [07:00<03:41, 14.78it/s]
ELBO: -18303.9: 67%|######7 | 6732/10000 [07:00<03:41, 14.78it/s]
ELBO: -18299.9: 67%|######7 | 6733/10000 [07:00<03:41, 14.78it/s]
ELBO: -18219.8: 67%|######7 | 6734/10000 [07:00<03:40, 14.78it/s]
ELBO: -18219.8: 67%|######7 | 6735/10000 [07:00<03:20, 16.32it/s]
ELBO: -18343.3: 67%|######7 | 6735/10000 [07:00<03:20, 16.32it/s]
ELBO: -18294.3: 67%|######7 | 6736/10000 [07:00<03:20, 16.32it/s]
ELBO: -18294.3: 67%|######7 | 6737/10000 [07:00<03:37, 15.03it/s]
ELBO: -18284.9: 67%|######7 | 6737/10000 [07:00<03:37, 15.03it/s]
ELBO: -18321.4: 67%|######7 | 6738/10000 [07:00<03:36, 15.03it/s]
ELBO: -18274.8: 67%|######7 | 6739/10000 [07:00<03:36, 15.03it/s]
ELBO: -18274.8: 67%|######7 | 6740/10000 [07:00<03:17, 16.51it/s]
ELBO: -18335.8: 67%|######7 | 6740/10000 [07:00<03:17, 16.51it/s]
ELBO: -18359.2: 67%|######7 | 6741/10000 [07:00<03:17, 16.51it/s]
ELBO: -18359.2: 67%|######7 | 6742/10000 [07:00<03:35, 15.10it/s]
ELBO: -18355.4: 67%|######7 | 6742/10000 [07:00<03:35, 15.10it/s]
ELBO: -18358.2: 67%|######7 | 6743/10000 [07:00<03:35, 15.10it/s]
ELBO: -18291.4: 67%|######7 | 6744/10000 [07:00<03:35, 15.10it/s]
ELBO: -18291.4: 67%|######7 | 6745/10000 [07:00<03:15, 16.67it/s]
ELBO: -18299.1: 67%|######7 | 6745/10000 [07:00<03:15, 16.67it/s]
ELBO: -18296.6: 67%|######7 | 6746/10000 [07:01<03:15, 16.67it/s]
ELBO: -18296.6: 67%|######7 | 6747/10000 [07:01<03:34, 15.18it/s]
ELBO: -18324.9: 67%|######7 | 6747/10000 [07:01<03:34, 15.18it/s]
ELBO: -18339.5: 67%|######7 | 6748/10000 [07:01<03:34, 15.18it/s]
ELBO: -18309.5: 67%|######7 | 6749/10000 [07:01<03:34, 15.18it/s]
ELBO: -18309.5: 68%|######7 | 6750/10000 [07:01<03:40, 14.74it/s]
ELBO: -18308.4: 68%|######7 | 6750/10000 [07:01<03:40, 14.74it/s]
ELBO: -18340.1: 68%|######7 | 6751/10000 [07:01<03:40, 14.74it/s]
ELBO: -18290.8: 68%|######7 | 6752/10000 [07:01<03:40, 14.74it/s]
ELBO: -18290.8: 68%|######7 | 6753/10000 [07:01<03:19, 16.26it/s]
ELBO: -18294.0: 68%|######7 | 6753/10000 [07:01<03:19, 16.26it/s]
ELBO: -18280.2: 68%|######7 | 6754/10000 [07:01<03:19, 16.26it/s]
ELBO: -18280.2: 68%|######7 | 6755/10000 [07:01<03:37, 14.95it/s]
ELBO: -18320.1: 68%|######7 | 6755/10000 [07:01<03:37, 14.95it/s]
ELBO: -18296.3: 68%|######7 | 6756/10000 [07:01<03:37, 14.95it/s]
ELBO: -18309.0: 68%|######7 | 6757/10000 [07:01<03:36, 14.95it/s]
ELBO: -18309.0: 68%|######7 | 6758/10000 [07:01<03:16, 16.49it/s]
ELBO: -18320.6: 68%|######7 | 6758/10000 [07:01<03:16, 16.49it/s]
ELBO: -18313.6: 68%|######7 | 6759/10000 [07:01<03:16, 16.49it/s]
ELBO: -18313.6: 68%|######7 | 6760/10000 [07:01<03:35, 15.04it/s]
ELBO: -18291.2: 68%|######7 | 6760/10000 [07:01<03:35, 15.04it/s]
ELBO: -18318.8: 68%|######7 | 6761/10000 [07:01<03:35, 15.04it/s]
ELBO: -18287.1: 68%|######7 | 6762/10000 [07:01<03:35, 15.04it/s]
ELBO: -18287.1: 68%|######7 | 6763/10000 [07:01<03:15, 16.59it/s]
ELBO: -18319.5: 68%|######7 | 6763/10000 [07:02<03:15, 16.59it/s]
ELBO: -18313.9: 68%|######7 | 6764/10000 [07:02<03:15, 16.59it/s]
ELBO: -18313.9: 68%|######7 | 6765/10000 [07:02<03:33, 15.14it/s]
ELBO: -18281.5: 68%|######7 | 6765/10000 [07:02<03:33, 15.14it/s]
ELBO: -18303.1: 68%|######7 | 6766/10000 [07:02<03:33, 15.14it/s]
ELBO: -18317.3: 68%|######7 | 6767/10000 [07:02<03:33, 15.14it/s]
ELBO: -18317.3: 68%|######7 | 6768/10000 [07:02<03:40, 14.68it/s]
ELBO: -18333.4: 68%|######7 | 6768/10000 [07:02<03:40, 14.68it/s]
ELBO: -18349.0: 68%|######7 | 6769/10000 [07:02<03:40, 14.68it/s]
ELBO: -18294.7: 68%|######7 | 6770/10000 [07:02<03:40, 14.68it/s]
ELBO: -18294.7: 68%|######7 | 6771/10000 [07:02<03:18, 16.26it/s]
ELBO: -18360.4: 68%|######7 | 6771/10000 [07:02<03:18, 16.26it/s]
ELBO: -18353.9: 68%|######7 | 6772/10000 [07:02<03:18, 16.26it/s]
ELBO: -18353.9: 68%|######7 | 6773/10000 [07:02<03:34, 15.06it/s]
ELBO: -18295.9: 68%|######7 | 6773/10000 [07:02<03:34, 15.06it/s]
ELBO: -18330.4: 68%|######7 | 6774/10000 [07:02<03:34, 15.06it/s]
ELBO: -18225.5: 68%|######7 | 6775/10000 [07:02<03:34, 15.06it/s]
ELBO: -18225.5: 68%|######7 | 6776/10000 [07:02<03:14, 16.62it/s]
ELBO: -18286.7: 68%|######7 | 6776/10000 [07:02<03:14, 16.62it/s]
ELBO: -18276.6: 68%|######7 | 6777/10000 [07:02<03:13, 16.62it/s]
ELBO: -18276.6: 68%|######7 | 6778/10000 [07:02<03:32, 15.15it/s]
ELBO: -18275.4: 68%|######7 | 6778/10000 [07:03<03:32, 15.15it/s]
ELBO: -18255.6: 68%|######7 | 6779/10000 [07:03<03:32, 15.15it/s]
ELBO: -18256.3: 68%|######7 | 6780/10000 [07:03<03:32, 15.15it/s]
ELBO: -18256.3: 68%|######7 | 6781/10000 [07:03<03:12, 16.70it/s]
ELBO: -18314.0: 68%|######7 | 6781/10000 [07:03<03:12, 16.70it/s]
ELBO: -18315.3: 68%|######7 | 6782/10000 [07:03<03:12, 16.70it/s]
ELBO: -18315.3: 68%|######7 | 6783/10000 [07:03<03:30, 15.27it/s]
ELBO: -18288.3: 68%|######7 | 6783/10000 [07:03<03:30, 15.27it/s]
ELBO: -18293.2: 68%|######7 | 6784/10000 [07:03<03:30, 15.27it/s]
ELBO: -18287.0: 68%|######7 | 6785/10000 [07:03<03:30, 15.27it/s]
ELBO: -18287.0: 68%|######7 | 6786/10000 [07:03<03:36, 14.82it/s]
ELBO: -18341.9: 68%|######7 | 6786/10000 [07:03<03:36, 14.82it/s]
ELBO: -18274.9: 68%|######7 | 6787/10000 [07:03<03:36, 14.82it/s]
ELBO: -18292.1: 68%|######7 | 6788/10000 [07:03<03:36, 14.82it/s]
ELBO: -18292.1: 68%|######7 | 6789/10000 [07:03<03:17, 16.24it/s]
ELBO: -18317.3: 68%|######7 | 6789/10000 [07:03<03:17, 16.24it/s]
ELBO: -18306.5: 68%|######7 | 6790/10000 [07:03<03:17, 16.24it/s]
ELBO: -18306.5: 68%|######7 | 6791/10000 [07:03<03:34, 14.99it/s]
ELBO: -18292.7: 68%|######7 | 6791/10000 [07:03<03:34, 14.99it/s]
ELBO: -18264.5: 68%|######7 | 6792/10000 [07:03<03:33, 14.99it/s]
ELBO: -18283.6: 68%|######7 | 6793/10000 [07:03<03:33, 14.99it/s]
ELBO: -18283.6: 68%|######7 | 6794/10000 [07:03<03:13, 16.54it/s]
ELBO: -18291.2: 68%|######7 | 6794/10000 [07:04<03:13, 16.54it/s]
ELBO: -18309.8: 68%|######7 | 6795/10000 [07:04<03:13, 16.54it/s]
ELBO: -18309.8: 68%|######7 | 6796/10000 [07:04<03:33, 15.01it/s]
ELBO: -18242.5: 68%|######7 | 6796/10000 [07:04<03:33, 15.01it/s]
ELBO: -18265.2: 68%|######7 | 6797/10000 [07:04<03:33, 15.01it/s]
ELBO: -18333.4: 68%|######7 | 6798/10000 [07:04<03:33, 15.01it/s]
ELBO: -18333.4: 68%|######7 | 6799/10000 [07:04<03:12, 16.61it/s]
ELBO: -18271.3: 68%|######7 | 6799/10000 [07:04<03:12, 16.61it/s]
ELBO: -18343.1: 68%|######8 | 6800/10000 [07:04<03:12, 16.61it/s]
ELBO: -18343.1: 68%|######8 | 6801/10000 [07:04<03:32, 15.02it/s]
ELBO: -18290.5: 68%|######8 | 6801/10000 [07:04<03:32, 15.02it/s]
ELBO: -18293.2: 68%|######8 | 6802/10000 [07:04<03:32, 15.02it/s]
ELBO: -18316.7: 68%|######8 | 6803/10000 [07:04<03:32, 15.02it/s]
ELBO: -18316.7: 68%|######8 | 6804/10000 [07:04<03:37, 14.66it/s]
ELBO: -18269.7: 68%|######8 | 6804/10000 [07:04<03:37, 14.66it/s]
ELBO: -18292.3: 68%|######8 | 6805/10000 [07:04<03:37, 14.66it/s]
ELBO: -18268.4: 68%|######8 | 6806/10000 [07:04<03:37, 14.66it/s]
ELBO: -18268.4: 68%|######8 | 6807/10000 [07:04<03:16, 16.26it/s]
ELBO: -18306.3: 68%|######8 | 6807/10000 [07:04<03:16, 16.26it/s]
ELBO: -18252.7: 68%|######8 | 6808/10000 [07:04<03:16, 16.26it/s]
ELBO: -18252.7: 68%|######8 | 6809/10000 [07:04<03:32, 15.02it/s]
ELBO: -18300.3: 68%|######8 | 6809/10000 [07:05<03:32, 15.02it/s]
ELBO: -18316.9: 68%|######8 | 6810/10000 [07:05<03:32, 15.02it/s]
ELBO: -18299.6: 68%|######8 | 6811/10000 [07:05<03:32, 15.02it/s]
ELBO: -18299.6: 68%|######8 | 6812/10000 [07:05<03:11, 16.62it/s]
ELBO: -18251.5: 68%|######8 | 6812/10000 [07:05<03:11, 16.62it/s]
ELBO: -18285.8: 68%|######8 | 6813/10000 [07:05<03:11, 16.62it/s]
ELBO: -18285.8: 68%|######8 | 6814/10000 [07:05<03:29, 15.21it/s]
ELBO: -18329.2: 68%|######8 | 6814/10000 [07:05<03:29, 15.21it/s]
ELBO: -18293.1: 68%|######8 | 6815/10000 [07:05<03:29, 15.21it/s]
ELBO: -18320.8: 68%|######8 | 6816/10000 [07:05<03:29, 15.21it/s]
ELBO: -18320.8: 68%|######8 | 6817/10000 [07:05<03:09, 16.78it/s]
ELBO: -18327.8: 68%|######8 | 6817/10000 [07:05<03:09, 16.78it/s]
ELBO: -18323.6: 68%|######8 | 6818/10000 [07:05<03:09, 16.78it/s]
ELBO: -18323.6: 68%|######8 | 6819/10000 [07:05<03:27, 15.33it/s]
ELBO: -18266.9: 68%|######8 | 6819/10000 [07:05<03:27, 15.33it/s]
ELBO: -18303.6: 68%|######8 | 6820/10000 [07:05<03:27, 15.33it/s]
ELBO: -18229.1: 68%|######8 | 6821/10000 [07:05<03:27, 15.33it/s]
ELBO: -18229.1: 68%|######8 | 6822/10000 [07:05<03:34, 14.85it/s]
ELBO: -18259.1: 68%|######8 | 6822/10000 [07:05<03:34, 14.85it/s]
ELBO: -18274.4: 68%|######8 | 6823/10000 [07:05<03:33, 14.85it/s]
ELBO: -18254.4: 68%|######8 | 6824/10000 [07:05<03:33, 14.85it/s]
ELBO: -18254.4: 68%|######8 | 6825/10000 [07:05<03:13, 16.37it/s]
ELBO: -18277.7: 68%|######8 | 6825/10000 [07:06<03:13, 16.37it/s]
ELBO: -18318.8: 68%|######8 | 6826/10000 [07:06<03:13, 16.37it/s]
ELBO: -18318.8: 68%|######8 | 6827/10000 [07:06<03:30, 15.09it/s]
ELBO: -18295.7: 68%|######8 | 6827/10000 [07:06<03:30, 15.09it/s]
ELBO: -18255.6: 68%|######8 | 6828/10000 [07:06<03:30, 15.09it/s]
ELBO: -18301.7: 68%|######8 | 6829/10000 [07:06<03:30, 15.09it/s]
ELBO: -18301.7: 68%|######8 | 6830/10000 [07:06<03:10, 16.65it/s]
ELBO: -18235.8: 68%|######8 | 6830/10000 [07:06<03:10, 16.65it/s]
ELBO: -18284.2: 68%|######8 | 6831/10000 [07:06<03:10, 16.65it/s]
ELBO: -18284.2: 68%|######8 | 6832/10000 [07:06<03:28, 15.22it/s]
ELBO: -18308.9: 68%|######8 | 6832/10000 [07:06<03:28, 15.22it/s]
ELBO: -18289.9: 68%|######8 | 6833/10000 [07:06<03:28, 15.22it/s]
ELBO: -18309.1: 68%|######8 | 6834/10000 [07:06<03:28, 15.22it/s]
ELBO: -18309.1: 68%|######8 | 6835/10000 [07:06<03:08, 16.78it/s]
ELBO: -18298.5: 68%|######8 | 6835/10000 [07:06<03:08, 16.78it/s]
ELBO: -18292.7: 68%|######8 | 6836/10000 [07:06<03:08, 16.78it/s]
ELBO: -18292.7: 68%|######8 | 6837/10000 [07:06<03:26, 15.32it/s]
ELBO: -18297.5: 68%|######8 | 6837/10000 [07:06<03:26, 15.32it/s]
ELBO: -18341.6: 68%|######8 | 6838/10000 [07:06<03:26, 15.32it/s]
ELBO: -18302.7: 68%|######8 | 6839/10000 [07:06<03:26, 15.32it/s]
ELBO: -18302.7: 68%|######8 | 6840/10000 [07:06<03:32, 14.84it/s]
ELBO: -18263.5: 68%|######8 | 6840/10000 [07:07<03:32, 14.84it/s]
ELBO: -18336.4: 68%|######8 | 6841/10000 [07:07<03:32, 14.84it/s]
ELBO: -18269.9: 68%|######8 | 6842/10000 [07:07<03:32, 14.84it/s]
ELBO: -18269.9: 68%|######8 | 6843/10000 [07:07<03:12, 16.41it/s]
ELBO: -18285.4: 68%|######8 | 6845/10000 [07:07<03:12, 16.41it/s]
ELBO: -18308.1: 68%|######8 | 6846/10000 [07:07<03:12, 16.41it/s]
ELBO: -18308.1: 68%|######8 | 6847/10000 [07:07<02:48, 18.69it/s]
ELBO: -18271.8: 68%|######8 | 6847/10000 [07:07<02:48, 18.69it/s]
ELBO: -18269.4: 68%|######8 | 6848/10000 [07:07<02:48, 18.69it/s]
ELBO: -18246.1: 68%|######8 | 6849/10000 [07:07<02:48, 18.69it/s]
ELBO: -18246.1: 68%|######8 | 6850/10000 [07:07<02:44, 19.18it/s]
ELBO: -18274.8: 68%|######8 | 6850/10000 [07:07<02:44, 19.18it/s]
ELBO: -18311.9: 69%|######8 | 6851/10000 [07:07<02:44, 19.18it/s]
ELBO: -18311.9: 69%|######8 | 6852/10000 [07:07<03:06, 16.92it/s]
ELBO: -18272.6: 69%|######8 | 6852/10000 [07:07<03:06, 16.92it/s]
ELBO: -18290.2: 69%|######8 | 6853/10000 [07:07<03:06, 16.92it/s]
ELBO: -18337.1: 69%|######8 | 6854/10000 [07:07<03:05, 16.92it/s]
ELBO: -18337.1: 69%|######8 | 6855/10000 [07:07<02:54, 18.01it/s]
ELBO: -18302.4: 69%|######8 | 6855/10000 [07:07<02:54, 18.01it/s]
ELBO: -18279.0: 69%|######8 | 6856/10000 [07:07<02:54, 18.01it/s]
ELBO: -18279.0: 69%|######8 | 6857/10000 [07:07<03:14, 16.18it/s]
ELBO: -18275.7: 69%|######8 | 6857/10000 [07:07<03:14, 16.18it/s]
ELBO: -18320.6: 69%|######8 | 6858/10000 [07:07<03:14, 16.18it/s]
ELBO: -18286.8: 69%|######8 | 6859/10000 [07:08<03:14, 16.18it/s]
ELBO: -18286.8: 69%|######8 | 6860/10000 [07:08<03:24, 15.36it/s]
ELBO: -18285.5: 69%|######8 | 6860/10000 [07:08<03:24, 15.36it/s]
ELBO: -18281.5: 69%|######8 | 6861/10000 [07:08<03:24, 15.36it/s]
ELBO: -18271.0: 69%|######8 | 6862/10000 [07:08<03:24, 15.36it/s]
ELBO: -18271.0: 69%|######8 | 6863/10000 [07:08<03:06, 16.78it/s]
ELBO: -18291.7: 69%|######8 | 6863/10000 [07:08<03:06, 16.78it/s]
ELBO: -18284.8: 69%|######8 | 6864/10000 [07:08<03:06, 16.78it/s]
ELBO: -18284.8: 69%|######8 | 6865/10000 [07:08<03:23, 15.38it/s]
ELBO: -18250.3: 69%|######8 | 6865/10000 [07:08<03:23, 15.38it/s]
ELBO: -18224.6: 69%|######8 | 6866/10000 [07:08<03:23, 15.38it/s]
ELBO: -18264.8: 69%|######8 | 6867/10000 [07:08<03:23, 15.38it/s]
ELBO: -18264.8: 69%|######8 | 6868/10000 [07:08<03:05, 16.86it/s]
ELBO: -18263.3: 69%|######8 | 6868/10000 [07:08<03:05, 16.86it/s]
ELBO: -18242.7: 69%|######8 | 6869/10000 [07:08<03:05, 16.86it/s]
ELBO: -18242.7: 69%|######8 | 6870/10000 [07:08<03:24, 15.34it/s]
ELBO: -18286.3: 69%|######8 | 6870/10000 [07:08<03:24, 15.34it/s]
ELBO: -18344.8: 69%|######8 | 6871/10000 [07:08<03:24, 15.34it/s]
ELBO: -18242.3: 69%|######8 | 6872/10000 [07:08<03:23, 15.34it/s]
ELBO: -18242.3: 69%|######8 | 6873/10000 [07:08<03:05, 16.87it/s]
ELBO: -18280.8: 69%|######8 | 6873/10000 [07:08<03:05, 16.87it/s]
ELBO: -18296.0: 69%|######8 | 6874/10000 [07:09<03:05, 16.87it/s]
ELBO: -18296.0: 69%|######8 | 6875/10000 [07:09<03:23, 15.36it/s]
ELBO: -18256.4: 69%|######8 | 6875/10000 [07:09<03:23, 15.36it/s]
ELBO: -18230.3: 69%|######8 | 6876/10000 [07:09<03:23, 15.36it/s]
ELBO: -18235.8: 69%|######8 | 6877/10000 [07:09<03:23, 15.36it/s]
ELBO: -18235.8: 69%|######8 | 6878/10000 [07:09<03:29, 14.87it/s]
ELBO: -18273.4: 69%|######8 | 6878/10000 [07:09<03:29, 14.87it/s]
ELBO: -18275.8: 69%|######8 | 6879/10000 [07:09<03:29, 14.87it/s]
ELBO: -18255.4: 69%|######8 | 6880/10000 [07:09<03:29, 14.87it/s]
ELBO: -18255.4: 69%|######8 | 6881/10000 [07:09<03:10, 16.37it/s]
ELBO: -18291.8: 69%|######8 | 6881/10000 [07:09<03:10, 16.37it/s]
ELBO: -18308.0: 69%|######8 | 6882/10000 [07:09<03:10, 16.37it/s]
ELBO: -18308.0: 69%|######8 | 6883/10000 [07:09<03:26, 15.08it/s]
ELBO: -18251.2: 69%|######8 | 6883/10000 [07:09<03:26, 15.08it/s]
ELBO: -18304.3: 69%|######8 | 6884/10000 [07:09<03:26, 15.08it/s]
ELBO: -18300.1: 69%|######8 | 6885/10000 [07:09<03:26, 15.08it/s]
ELBO: -18300.1: 69%|######8 | 6886/10000 [07:09<03:07, 16.59it/s]
ELBO: -18275.3: 69%|######8 | 6886/10000 [07:09<03:07, 16.59it/s]
ELBO: -18281.2: 69%|######8 | 6887/10000 [07:09<03:07, 16.59it/s]
ELBO: -18281.2: 69%|######8 | 6888/10000 [07:09<03:25, 15.12it/s]
ELBO: -18243.4: 69%|######8 | 6888/10000 [07:09<03:25, 15.12it/s]
ELBO: -18241.2: 69%|######8 | 6889/10000 [07:09<03:25, 15.12it/s]
ELBO: -18227.0: 69%|######8 | 6890/10000 [07:10<03:25, 15.12it/s]
ELBO: -18227.0: 69%|######8 | 6891/10000 [07:10<03:06, 16.70it/s]
ELBO: -18332.5: 69%|######8 | 6891/10000 [07:10<03:06, 16.70it/s]
ELBO: -18323.5: 69%|######8 | 6892/10000 [07:10<03:06, 16.70it/s]
ELBO: -18323.5: 69%|######8 | 6893/10000 [07:10<03:24, 15.22it/s]
ELBO: -18245.6: 69%|######8 | 6893/10000 [07:10<03:24, 15.22it/s]
ELBO: -18284.8: 69%|######8 | 6894/10000 [07:10<03:24, 15.22it/s]
ELBO: -18284.7: 69%|######8 | 6895/10000 [07:10<03:23, 15.22it/s]
ELBO: -18284.7: 69%|######8 | 6896/10000 [07:10<03:30, 14.73it/s]
ELBO: -18233.2: 69%|######8 | 6896/10000 [07:10<03:30, 14.73it/s]
ELBO: -18246.3: 69%|######8 | 6897/10000 [07:10<03:30, 14.73it/s]
ELBO: -18302.9: 69%|######8 | 6898/10000 [07:10<03:30, 14.73it/s]
ELBO: -18302.9: 69%|######8 | 6899/10000 [07:10<03:10, 16.27it/s]
ELBO: -18215.1: 69%|######8 | 6899/10000 [07:10<03:10, 16.27it/s]
ELBO: -18273.0: 69%|######9 | 6900/10000 [07:10<03:10, 16.27it/s]
ELBO: -18273.0: 69%|######9 | 6901/10000 [07:10<03:26, 15.03it/s]
ELBO: -18309.6: 69%|######9 | 6901/10000 [07:10<03:26, 15.03it/s]
ELBO: -18280.4: 69%|######9 | 6902/10000 [07:10<03:26, 15.03it/s]
ELBO: -18348.2: 69%|######9 | 6903/10000 [07:10<03:26, 15.03it/s]
ELBO: -18348.2: 69%|######9 | 6904/10000 [07:10<03:07, 16.53it/s]
ELBO: -18308.3: 69%|######9 | 6904/10000 [07:10<03:07, 16.53it/s]
ELBO: -18293.2: 69%|######9 | 6905/10000 [07:11<03:07, 16.53it/s]
ELBO: -18293.2: 69%|######9 | 6906/10000 [07:11<03:24, 15.09it/s]
ELBO: -18255.0: 69%|######9 | 6906/10000 [07:11<03:24, 15.09it/s]
ELBO: -18272.3: 69%|######9 | 6907/10000 [07:11<03:24, 15.09it/s]
ELBO: -18249.6: 69%|######9 | 6908/10000 [07:11<03:24, 15.09it/s]
ELBO: -18249.6: 69%|######9 | 6909/10000 [07:11<03:05, 16.64it/s]
ELBO: -18267.5: 69%|######9 | 6909/10000 [07:11<03:05, 16.64it/s]
ELBO: -18224.6: 69%|######9 | 6910/10000 [07:11<03:05, 16.64it/s]
ELBO: -18224.6: 69%|######9 | 6911/10000 [07:11<03:22, 15.24it/s]
ELBO: -18315.1: 69%|######9 | 6911/10000 [07:11<03:22, 15.24it/s]
ELBO: -18300.1: 69%|######9 | 6912/10000 [07:11<03:22, 15.24it/s]
ELBO: -18253.9: 69%|######9 | 6913/10000 [07:11<03:22, 15.24it/s]
ELBO: -18253.9: 69%|######9 | 6914/10000 [07:11<03:29, 14.70it/s]
ELBO: -18294.7: 69%|######9 | 6914/10000 [07:11<03:29, 14.70it/s]
ELBO: -18275.1: 69%|######9 | 6915/10000 [07:11<03:29, 14.70it/s]
ELBO: -18274.4: 69%|######9 | 6916/10000 [07:11<03:29, 14.70it/s]
ELBO: -18274.4: 69%|######9 | 6917/10000 [07:11<03:09, 16.26it/s]
ELBO: -18252.8: 69%|######9 | 6917/10000 [07:11<03:09, 16.26it/s]
ELBO: -18271.0: 69%|######9 | 6918/10000 [07:11<03:09, 16.26it/s]
ELBO: -18271.0: 69%|######9 | 6919/10000 [07:11<03:24, 15.06it/s]
ELBO: -18257.5: 69%|######9 | 6919/10000 [07:11<03:24, 15.06it/s]
ELBO: -18274.3: 69%|######9 | 6920/10000 [07:11<03:24, 15.06it/s]
ELBO: -18248.4: 69%|######9 | 6921/10000 [07:12<03:24, 15.06it/s]
ELBO: -18248.4: 69%|######9 | 6922/10000 [07:12<03:04, 16.65it/s]
ELBO: -18314.4: 69%|######9 | 6922/10000 [07:12<03:04, 16.65it/s]
ELBO: -18282.1: 69%|######9 | 6923/10000 [07:12<03:04, 16.65it/s]
ELBO: -18282.1: 69%|######9 | 6924/10000 [07:12<03:22, 15.20it/s]
ELBO: -18247.9: 69%|######9 | 6924/10000 [07:12<03:22, 15.20it/s]
ELBO: -18239.4: 69%|######9 | 6925/10000 [07:12<03:22, 15.20it/s]
ELBO: -18289.6: 69%|######9 | 6926/10000 [07:12<03:22, 15.20it/s]
ELBO: -18289.6: 69%|######9 | 6927/10000 [07:12<03:03, 16.73it/s]
ELBO: -18215.3: 69%|######9 | 6927/10000 [07:12<03:03, 16.73it/s]
ELBO: -18256.4: 69%|######9 | 6928/10000 [07:12<03:03, 16.73it/s]
ELBO: -18256.4: 69%|######9 | 6929/10000 [07:12<03:20, 15.28it/s]
ELBO: -18268.9: 69%|######9 | 6929/10000 [07:12<03:20, 15.28it/s]
ELBO: -18243.3: 69%|######9 | 6930/10000 [07:12<03:20, 15.28it/s]
ELBO: -18232.2: 69%|######9 | 6931/10000 [07:12<03:20, 15.28it/s]
ELBO: -18232.2: 69%|######9 | 6932/10000 [07:12<03:28, 14.74it/s]
ELBO: -18212.8: 69%|######9 | 6932/10000 [07:12<03:28, 14.74it/s]
ELBO: -18220.1: 69%|######9 | 6933/10000 [07:12<03:28, 14.74it/s]
ELBO: -18306.4: 69%|######9 | 6934/10000 [07:12<03:28, 14.74it/s]
ELBO: -18306.4: 69%|######9 | 6935/10000 [07:12<03:08, 16.27it/s]
ELBO: -18272.8: 69%|######9 | 6935/10000 [07:12<03:08, 16.27it/s]
ELBO: -18250.9: 69%|######9 | 6936/10000 [07:13<03:08, 16.27it/s]
ELBO: -18250.9: 69%|######9 | 6937/10000 [07:13<03:24, 14.99it/s]
ELBO: -18250.4: 69%|######9 | 6937/10000 [07:13<03:24, 14.99it/s]
ELBO: -18292.9: 69%|######9 | 6938/10000 [07:13<03:24, 14.99it/s]
ELBO: -18250.0: 69%|######9 | 6939/10000 [07:13<03:24, 14.99it/s]
ELBO: -18250.0: 69%|######9 | 6940/10000 [07:13<03:04, 16.57it/s]
ELBO: -18252.9: 69%|######9 | 6940/10000 [07:13<03:04, 16.57it/s]
ELBO: -18249.9: 69%|######9 | 6941/10000 [07:13<03:04, 16.57it/s]
ELBO: -18249.9: 69%|######9 | 6942/10000 [07:13<03:22, 15.09it/s]
ELBO: -18241.6: 69%|######9 | 6942/10000 [07:13<03:22, 15.09it/s]
ELBO: -18268.9: 69%|######9 | 6943/10000 [07:13<03:22, 15.09it/s]
ELBO: -18269.1: 69%|######9 | 6944/10000 [07:13<03:22, 15.09it/s]
ELBO: -18269.1: 69%|######9 | 6945/10000 [07:13<03:03, 16.68it/s]
ELBO: -18270.6: 69%|######9 | 6945/10000 [07:13<03:03, 16.68it/s]
ELBO: -18260.5: 69%|######9 | 6946/10000 [07:13<03:03, 16.68it/s]
ELBO: -18260.5: 69%|######9 | 6947/10000 [07:13<03:20, 15.24it/s]
ELBO: -18272.9: 69%|######9 | 6947/10000 [07:13<03:20, 15.24it/s]
ELBO: -18299.6: 69%|######9 | 6948/10000 [07:13<03:20, 15.24it/s]
ELBO: -18215.8: 69%|######9 | 6949/10000 [07:13<03:20, 15.24it/s]
ELBO: -18215.8: 70%|######9 | 6950/10000 [07:13<03:27, 14.67it/s]
ELBO: -18292.7: 70%|######9 | 6950/10000 [07:13<03:27, 14.67it/s]
ELBO: -18206.9: 70%|######9 | 6951/10000 [07:13<03:27, 14.67it/s]
ELBO: -18283.7: 70%|######9 | 6952/10000 [07:14<03:27, 14.67it/s]
ELBO: -18283.7: 70%|######9 | 6953/10000 [07:14<03:07, 16.27it/s]
ELBO: -18287.7: 70%|######9 | 6953/10000 [07:14<03:07, 16.27it/s]
ELBO: -18270.9: 70%|######9 | 6954/10000 [07:14<03:07, 16.27it/s]
ELBO: -18270.9: 70%|######9 | 6955/10000 [07:14<03:22, 15.00it/s]
ELBO: -18288.5: 70%|######9 | 6955/10000 [07:14<03:22, 15.00it/s]
ELBO: -18249.9: 70%|######9 | 6956/10000 [07:14<03:22, 15.00it/s]
ELBO: -18249.9: 70%|######9 | 6957/10000 [07:14<03:11, 15.86it/s]
ELBO: -18256.3: 70%|######9 | 6957/10000 [07:14<03:11, 15.86it/s]
ELBO: -18227.8: 70%|######9 | 6958/10000 [07:14<03:11, 15.86it/s]
ELBO: -18227.8: 70%|######9 | 6959/10000 [07:14<03:28, 14.57it/s]
ELBO: -18241.0: 70%|######9 | 6959/10000 [07:14<03:28, 14.57it/s]
ELBO: -18232.6: 70%|######9 | 6960/10000 [07:14<03:28, 14.57it/s]
ELBO: -18260.7: 70%|######9 | 6961/10000 [07:14<03:28, 14.57it/s]
ELBO: -18260.7: 70%|######9 | 6962/10000 [07:14<03:05, 16.38it/s]
ELBO: -18270.8: 70%|######9 | 6962/10000 [07:14<03:05, 16.38it/s]
ELBO: -18255.6: 70%|######9 | 6963/10000 [07:14<03:05, 16.38it/s]
ELBO: -18255.6: 70%|######9 | 6964/10000 [07:14<03:22, 15.02it/s]
ELBO: -18246.9: 70%|######9 | 6964/10000 [07:14<03:22, 15.02it/s]
ELBO: -18236.1: 70%|######9 | 6965/10000 [07:14<03:22, 15.02it/s]
ELBO: -18279.4: 70%|######9 | 6966/10000 [07:14<03:22, 15.02it/s]
ELBO: -18279.4: 70%|######9 | 6967/10000 [07:14<03:02, 16.65it/s]
ELBO: -18282.9: 70%|######9 | 6967/10000 [07:15<03:02, 16.65it/s]
ELBO: -18240.9: 70%|######9 | 6968/10000 [07:15<03:02, 16.65it/s]
ELBO: -18240.9: 70%|######9 | 6969/10000 [07:15<03:20, 15.11it/s]
ELBO: -18292.4: 70%|######9 | 6969/10000 [07:15<03:20, 15.11it/s]
ELBO: -18173.8: 70%|######9 | 6970/10000 [07:15<03:20, 15.11it/s]
ELBO: -18225.9: 70%|######9 | 6971/10000 [07:15<03:20, 15.11it/s]
ELBO: -18225.9: 70%|######9 | 6972/10000 [07:15<03:00, 16.78it/s]
ELBO: -18238.6: 70%|######9 | 6972/10000 [07:15<03:00, 16.78it/s]
ELBO: -18273.4: 70%|######9 | 6973/10000 [07:15<03:00, 16.78it/s]
ELBO: -18273.4: 70%|######9 | 6974/10000 [07:15<03:18, 15.28it/s]
ELBO: -18260.0: 70%|######9 | 6974/10000 [07:15<03:18, 15.28it/s]
ELBO: -18286.8: 70%|######9 | 6975/10000 [07:15<03:17, 15.28it/s]
ELBO: -18278.7: 70%|######9 | 6976/10000 [07:15<03:17, 15.28it/s]
ELBO: -18278.7: 70%|######9 | 6977/10000 [07:15<03:25, 14.71it/s]
ELBO: -18218.6: 70%|######9 | 6977/10000 [07:15<03:25, 14.71it/s]
ELBO: -18244.4: 70%|######9 | 6978/10000 [07:15<03:25, 14.71it/s]
ELBO: -18263.5: 70%|######9 | 6979/10000 [07:15<03:25, 14.71it/s]
ELBO: -18263.5: 70%|######9 | 6980/10000 [07:15<03:05, 16.24it/s]
ELBO: -18290.6: 70%|######9 | 6980/10000 [07:15<03:05, 16.24it/s]
ELBO: -18250.3: 70%|######9 | 6981/10000 [07:15<03:05, 16.24it/s]
ELBO: -18250.3: 70%|######9 | 6982/10000 [07:15<03:21, 14.97it/s]
ELBO: -18248.6: 70%|######9 | 6982/10000 [07:15<03:21, 14.97it/s]
ELBO: -18249.4: 70%|######9 | 6983/10000 [07:16<03:21, 14.97it/s]
ELBO: -18266.4: 70%|######9 | 6984/10000 [07:16<03:21, 14.97it/s]
ELBO: -18266.4: 70%|######9 | 6985/10000 [07:16<03:02, 16.51it/s]
ELBO: -18251.8: 70%|######9 | 6985/10000 [07:16<03:02, 16.51it/s]
ELBO: -18210.1: 70%|######9 | 6986/10000 [07:16<03:02, 16.51it/s]
ELBO: -18210.1: 70%|######9 | 6987/10000 [07:16<03:20, 15.06it/s]
ELBO: -18247.3: 70%|######9 | 6987/10000 [07:16<03:20, 15.06it/s]
ELBO: -18264.6: 70%|######9 | 6988/10000 [07:16<03:20, 15.06it/s]
ELBO: -18283.5: 70%|######9 | 6989/10000 [07:16<03:19, 15.06it/s]
ELBO: -18283.5: 70%|######9 | 6990/10000 [07:16<03:00, 16.63it/s]
ELBO: -18281.2: 70%|######9 | 6990/10000 [07:16<03:00, 16.63it/s]
ELBO: -18234.0: 70%|######9 | 6991/10000 [07:16<03:00, 16.63it/s]
ELBO: -18234.0: 70%|######9 | 6992/10000 [07:16<03:17, 15.19it/s]
ELBO: -18252.6: 70%|######9 | 6992/10000 [07:16<03:17, 15.19it/s]
ELBO: -18265.6: 70%|######9 | 6993/10000 [07:16<03:17, 15.19it/s]
ELBO: -18235.4: 70%|######9 | 6994/10000 [07:16<03:17, 15.19it/s]
ELBO: -18235.4: 70%|######9 | 6995/10000 [07:16<03:24, 14.68it/s]
ELBO: -18263.5: 70%|######9 | 6995/10000 [07:16<03:24, 14.68it/s]
ELBO: -18209.4: 70%|######9 | 6996/10000 [07:16<03:24, 14.68it/s]
ELBO: -18248.3: 70%|######9 | 6997/10000 [07:16<03:24, 14.68it/s]
ELBO: -18248.3: 70%|######9 | 6998/10000 [07:16<03:04, 16.26it/s]
ELBO: -18212.6: 70%|######9 | 6998/10000 [07:16<03:04, 16.26it/s]
ELBO: -18186.4: 70%|######9 | 6999/10000 [07:17<03:04, 16.26it/s]
ELBO: -18186.4: 70%|####### | 7000/10000 [07:17<03:19, 15.04it/s]
ELBO: -18259.7: 70%|####### | 7000/10000 [07:17<03:19, 15.04it/s]
ELBO: -18257.8: 70%|####### | 7001/10000 [07:17<03:19, 15.04it/s]
ELBO: -18220.7: 70%|####### | 7002/10000 [07:17<03:19, 15.04it/s]
ELBO: -18220.7: 70%|####### | 7003/10000 [07:17<03:00, 16.62it/s]
ELBO: -18264.6: 70%|####### | 7003/10000 [07:17<03:00, 16.62it/s]
ELBO: -18297.6: 70%|####### | 7004/10000 [07:17<03:00, 16.62it/s]
ELBO: -18297.6: 70%|####### | 7005/10000 [07:17<03:17, 15.18it/s]
ELBO: -18236.0: 70%|####### | 7005/10000 [07:17<03:17, 15.18it/s]
ELBO: -18289.9: 70%|####### | 7006/10000 [07:17<03:17, 15.18it/s]
ELBO: -18248.7: 70%|####### | 7007/10000 [07:17<03:17, 15.18it/s]
ELBO: -18248.7: 70%|####### | 7008/10000 [07:17<02:58, 16.74it/s]
ELBO: -18217.2: 70%|####### | 7008/10000 [07:17<02:58, 16.74it/s]
ELBO: -18265.1: 70%|####### | 7009/10000 [07:17<02:58, 16.74it/s]
ELBO: -18265.1: 70%|####### | 7010/10000 [07:17<03:15, 15.32it/s]
ELBO: -18256.7: 70%|####### | 7012/10000 [07:17<03:15, 15.32it/s]
ELBO: -18247.6: 70%|####### | 7013/10000 [07:17<03:14, 15.32it/s]
ELBO: -18205.8: 70%|####### | 7014/10000 [07:17<03:14, 15.32it/s]
ELBO: -18205.8: 70%|####### | 7015/10000 [07:17<02:43, 18.30it/s]
ELBO: -18220.9: 70%|####### | 7015/10000 [07:17<02:43, 18.30it/s]
ELBO: -18224.8: 70%|####### | 7016/10000 [07:17<02:43, 18.30it/s]
ELBO: -18290.2: 70%|####### | 7017/10000 [07:18<02:43, 18.30it/s]
ELBO: -18290.2: 70%|####### | 7018/10000 [07:18<02:37, 18.94it/s]
ELBO: -18230.3: 70%|####### | 7018/10000 [07:18<02:37, 18.94it/s]
ELBO: -18281.6: 70%|####### | 7019/10000 [07:18<02:37, 18.94it/s]
ELBO: -18281.6: 70%|####### | 7020/10000 [07:18<02:56, 16.91it/s]
ELBO: -18297.6: 70%|####### | 7020/10000 [07:18<02:56, 16.91it/s]
ELBO: -18272.0: 70%|####### | 7021/10000 [07:18<02:56, 16.91it/s]
ELBO: -18242.9: 70%|####### | 7022/10000 [07:18<02:56, 16.91it/s]
ELBO: -18242.9: 70%|####### | 7023/10000 [07:18<02:46, 17.89it/s]
ELBO: -18221.9: 70%|####### | 7023/10000 [07:18<02:46, 17.89it/s]
ELBO: -18217.6: 70%|####### | 7024/10000 [07:18<02:46, 17.89it/s]
ELBO: -18217.6: 70%|####### | 7025/10000 [07:18<03:05, 16.05it/s]
ELBO: -18252.4: 70%|####### | 7025/10000 [07:18<03:05, 16.05it/s]
ELBO: -18226.3: 70%|####### | 7026/10000 [07:18<03:05, 16.05it/s]
ELBO: -18233.7: 70%|####### | 7027/10000 [07:18<03:05, 16.05it/s]
ELBO: -18233.7: 70%|####### | 7028/10000 [07:18<02:51, 17.28it/s]
ELBO: -18232.4: 70%|####### | 7028/10000 [07:18<02:51, 17.28it/s]
ELBO: -18260.7: 70%|####### | 7029/10000 [07:18<02:51, 17.28it/s]
ELBO: -18260.7: 70%|####### | 7030/10000 [07:18<03:10, 15.62it/s]
ELBO: -18278.8: 70%|####### | 7030/10000 [07:18<03:10, 15.62it/s]
ELBO: -18199.7: 70%|####### | 7031/10000 [07:18<03:10, 15.62it/s]
ELBO: -18214.1: 70%|####### | 7032/10000 [07:19<03:10, 15.62it/s]
ELBO: -18214.1: 70%|####### | 7033/10000 [07:19<03:18, 14.98it/s]
ELBO: -18194.9: 70%|####### | 7033/10000 [07:19<03:18, 14.98it/s]
ELBO: -18258.0: 70%|####### | 7034/10000 [07:19<03:18, 14.98it/s]
ELBO: -18256.8: 70%|####### | 7035/10000 [07:19<03:17, 14.98it/s]
ELBO: -18256.8: 70%|####### | 7036/10000 [07:19<02:59, 16.51it/s]
ELBO: -18255.9: 70%|####### | 7036/10000 [07:19<02:59, 16.51it/s]
ELBO: -18220.8: 70%|####### | 7037/10000 [07:19<02:59, 16.51it/s]
ELBO: -18220.8: 70%|####### | 7038/10000 [07:19<03:14, 15.21it/s]
ELBO: -18203.6: 70%|####### | 7038/10000 [07:19<03:14, 15.21it/s]
ELBO: -18276.7: 70%|####### | 7039/10000 [07:19<03:14, 15.21it/s]
ELBO: -18237.7: 70%|####### | 7040/10000 [07:19<03:14, 15.21it/s]
ELBO: -18237.7: 70%|####### | 7041/10000 [07:19<02:57, 16.63it/s]
ELBO: -18336.1: 70%|####### | 7041/10000 [07:19<02:57, 16.63it/s]
ELBO: -18235.4: 70%|####### | 7042/10000 [07:19<02:57, 16.63it/s]
ELBO: -18235.4: 70%|####### | 7043/10000 [07:19<03:15, 15.16it/s]
ELBO: -18239.1: 70%|####### | 7043/10000 [07:19<03:15, 15.16it/s]
ELBO: -18276.6: 70%|####### | 7044/10000 [07:19<03:15, 15.16it/s]
ELBO: -18229.1: 70%|####### | 7045/10000 [07:19<03:14, 15.16it/s]
ELBO: -18229.1: 70%|####### | 7046/10000 [07:19<02:56, 16.74it/s]
ELBO: -18267.0: 70%|####### | 7046/10000 [07:19<02:56, 16.74it/s]
ELBO: -18289.9: 70%|####### | 7047/10000 [07:19<02:56, 16.74it/s]
ELBO: -18289.9: 70%|####### | 7048/10000 [07:19<03:13, 15.27it/s]
ELBO: -18277.2: 70%|####### | 7048/10000 [07:20<03:13, 15.27it/s]
ELBO: -18296.3: 70%|####### | 7049/10000 [07:20<03:13, 15.27it/s]
ELBO: -18224.1: 70%|####### | 7050/10000 [07:20<03:13, 15.27it/s]
ELBO: -18224.1: 71%|####### | 7051/10000 [07:20<03:20, 14.71it/s]
ELBO: -18219.7: 71%|####### | 7051/10000 [07:20<03:20, 14.71it/s]
ELBO: -18297.8: 71%|####### | 7052/10000 [07:20<03:20, 14.71it/s]
ELBO: -18234.2: 71%|####### | 7053/10000 [07:20<03:20, 14.71it/s]
ELBO: -18234.2: 71%|####### | 7054/10000 [07:20<03:00, 16.29it/s]
ELBO: -18264.8: 71%|####### | 7054/10000 [07:20<03:00, 16.29it/s]
ELBO: -18221.9: 71%|####### | 7055/10000 [07:20<03:00, 16.29it/s]
ELBO: -18221.9: 71%|####### | 7056/10000 [07:20<03:15, 15.09it/s]
ELBO: -18190.5: 71%|####### | 7056/10000 [07:20<03:15, 15.09it/s]
ELBO: -18237.9: 71%|####### | 7057/10000 [07:20<03:15, 15.09it/s]
ELBO: -18260.1: 71%|####### | 7058/10000 [07:20<03:14, 15.09it/s]
ELBO: -18260.1: 71%|####### | 7059/10000 [07:20<02:57, 16.57it/s]
ELBO: -18284.3: 71%|####### | 7059/10000 [07:20<02:57, 16.57it/s]
ELBO: -18275.4: 71%|####### | 7060/10000 [07:20<02:57, 16.57it/s]
ELBO: -18275.4: 71%|####### | 7061/10000 [07:20<03:14, 15.12it/s]
ELBO: -18253.3: 71%|####### | 7061/10000 [07:20<03:14, 15.12it/s]
ELBO: -18244.9: 71%|####### | 7062/10000 [07:20<03:14, 15.12it/s]
ELBO: -18253.4: 71%|####### | 7063/10000 [07:20<03:14, 15.12it/s]
ELBO: -18253.4: 71%|####### | 7064/10000 [07:20<02:55, 16.73it/s]
ELBO: -18222.7: 71%|####### | 7064/10000 [07:21<02:55, 16.73it/s]
ELBO: -18239.2: 71%|####### | 7065/10000 [07:21<02:55, 16.73it/s]
ELBO: -18239.2: 71%|####### | 7066/10000 [07:21<03:12, 15.24it/s]
ELBO: -18223.6: 71%|####### | 7066/10000 [07:21<03:12, 15.24it/s]
ELBO: -18264.9: 71%|####### | 7067/10000 [07:21<03:12, 15.24it/s]
ELBO: -18194.2: 71%|####### | 7068/10000 [07:21<03:12, 15.24it/s]
ELBO: -18194.2: 71%|####### | 7069/10000 [07:21<03:18, 14.77it/s]
ELBO: -18267.2: 71%|####### | 7069/10000 [07:21<03:18, 14.77it/s]
ELBO: -18263.7: 71%|####### | 7070/10000 [07:21<03:18, 14.77it/s]
ELBO: -18263.2: 71%|####### | 7071/10000 [07:21<03:18, 14.77it/s]
ELBO: -18263.2: 71%|####### | 7072/10000 [07:21<02:58, 16.37it/s]
ELBO: -18337.7: 71%|####### | 7072/10000 [07:21<02:58, 16.37it/s]
ELBO: -18231.9: 71%|####### | 7073/10000 [07:21<02:58, 16.37it/s]
ELBO: -18231.9: 71%|####### | 7074/10000 [07:21<03:13, 15.12it/s]
ELBO: -18238.8: 71%|####### | 7074/10000 [07:21<03:13, 15.12it/s]
ELBO: -18229.2: 71%|####### | 7075/10000 [07:21<03:13, 15.12it/s]
ELBO: -18254.0: 71%|####### | 7076/10000 [07:21<03:13, 15.12it/s]
ELBO: -18254.0: 71%|####### | 7077/10000 [07:21<02:56, 16.58it/s]
ELBO: -18270.4: 71%|####### | 7077/10000 [07:21<02:56, 16.58it/s]
ELBO: -18263.8: 71%|####### | 7078/10000 [07:21<02:56, 16.58it/s]
ELBO: -18263.8: 71%|####### | 7079/10000 [07:21<03:13, 15.13it/s]
ELBO: -18185.9: 71%|####### | 7079/10000 [07:22<03:13, 15.13it/s]
ELBO: -18192.4: 71%|####### | 7080/10000 [07:22<03:12, 15.13it/s]
ELBO: -18262.7: 71%|####### | 7081/10000 [07:22<03:12, 15.13it/s]
ELBO: -18262.7: 71%|####### | 7082/10000 [07:22<02:54, 16.71it/s]
ELBO: -18288.4: 71%|####### | 7082/10000 [07:22<02:54, 16.71it/s]
ELBO: -18255.1: 71%|####### | 7083/10000 [07:22<02:54, 16.71it/s]
ELBO: -18255.1: 71%|####### | 7084/10000 [07:22<03:10, 15.31it/s]
ELBO: -18240.7: 71%|####### | 7084/10000 [07:22<03:10, 15.31it/s]
ELBO: -18231.1: 71%|####### | 7085/10000 [07:22<03:10, 15.31it/s]
ELBO: -18217.0: 71%|####### | 7086/10000 [07:22<03:10, 15.31it/s]
ELBO: -18217.0: 71%|####### | 7087/10000 [07:22<03:17, 14.79it/s]
ELBO: -18235.5: 71%|####### | 7087/10000 [07:22<03:17, 14.79it/s]
ELBO: -18286.6: 71%|####### | 7088/10000 [07:22<03:16, 14.79it/s]
ELBO: -18222.5: 71%|####### | 7089/10000 [07:22<03:16, 14.79it/s]
ELBO: -18222.5: 71%|####### | 7090/10000 [07:22<02:58, 16.31it/s]
ELBO: -18195.7: 71%|####### | 7090/10000 [07:22<02:58, 16.31it/s]
ELBO: -18259.2: 71%|####### | 7091/10000 [07:22<02:58, 16.31it/s]
ELBO: -18259.2: 71%|####### | 7092/10000 [07:22<03:13, 15.02it/s]
ELBO: -18213.0: 71%|####### | 7092/10000 [07:22<03:13, 15.02it/s]
ELBO: -18251.8: 71%|####### | 7093/10000 [07:22<03:13, 15.02it/s]
ELBO: -18233.9: 71%|####### | 7094/10000 [07:22<03:13, 15.02it/s]
ELBO: -18233.9: 71%|####### | 7095/10000 [07:22<02:55, 16.55it/s]
ELBO: -18246.3: 71%|####### | 7095/10000 [07:23<02:55, 16.55it/s]
ELBO: -18233.8: 71%|####### | 7096/10000 [07:23<02:55, 16.55it/s]
ELBO: -18233.8: 71%|####### | 7097/10000 [07:23<03:12, 15.11it/s]
ELBO: -18233.9: 71%|####### | 7097/10000 [07:23<03:12, 15.11it/s]
ELBO: -18216.7: 71%|####### | 7098/10000 [07:23<03:12, 15.11it/s]
ELBO: -18190.3: 71%|####### | 7099/10000 [07:23<03:12, 15.11it/s]
ELBO: -18190.3: 71%|#######1 | 7100/10000 [07:23<02:53, 16.69it/s]
ELBO: -18230.0: 71%|#######1 | 7100/10000 [07:23<02:53, 16.69it/s]
ELBO: -18228.3: 71%|#######1 | 7101/10000 [07:23<02:53, 16.69it/s]
ELBO: -18228.3: 71%|#######1 | 7102/10000 [07:23<03:10, 15.25it/s]
ELBO: -18198.1: 71%|#######1 | 7102/10000 [07:23<03:10, 15.25it/s]
ELBO: -18267.0: 71%|#######1 | 7103/10000 [07:23<03:09, 15.25it/s]
ELBO: -18268.0: 71%|#######1 | 7104/10000 [07:23<03:09, 15.25it/s]
ELBO: -18268.0: 71%|#######1 | 7105/10000 [07:23<03:15, 14.80it/s]
ELBO: -18209.5: 71%|#######1 | 7105/10000 [07:23<03:15, 14.80it/s]
ELBO: -18244.2: 71%|#######1 | 7106/10000 [07:23<03:15, 14.80it/s]
ELBO: -18229.2: 71%|#######1 | 7107/10000 [07:23<03:15, 14.80it/s]
ELBO: -18229.2: 71%|#######1 | 7108/10000 [07:23<02:56, 16.36it/s]
ELBO: -18278.7: 71%|#######1 | 7108/10000 [07:23<02:56, 16.36it/s]
ELBO: -18265.8: 71%|#######1 | 7109/10000 [07:23<02:56, 16.36it/s]
ELBO: -18265.8: 71%|#######1 | 7110/10000 [07:23<03:11, 15.10it/s]
ELBO: -18259.2: 71%|#######1 | 7110/10000 [07:23<03:11, 15.10it/s]
ELBO: -18242.2: 71%|#######1 | 7111/10000 [07:24<03:11, 15.10it/s]
ELBO: -18274.0: 71%|#######1 | 7112/10000 [07:24<03:11, 15.10it/s]
ELBO: -18274.0: 71%|#######1 | 7113/10000 [07:24<02:53, 16.62it/s]
ELBO: -18240.5: 71%|#######1 | 7113/10000 [07:24<02:53, 16.62it/s]
ELBO: -18162.7: 71%|#######1 | 7114/10000 [07:24<02:53, 16.62it/s]
ELBO: -18162.7: 71%|#######1 | 7115/10000 [07:24<03:10, 15.11it/s]
ELBO: -18177.7: 71%|#######1 | 7115/10000 [07:24<03:10, 15.11it/s]
ELBO: -18279.6: 71%|#######1 | 7116/10000 [07:24<03:10, 15.11it/s]
ELBO: -18175.9: 71%|#######1 | 7117/10000 [07:24<03:10, 15.11it/s]
ELBO: -18175.9: 71%|#######1 | 7118/10000 [07:24<02:52, 16.66it/s]
ELBO: -18326.5: 71%|#######1 | 7118/10000 [07:24<02:52, 16.66it/s]
ELBO: -18188.3: 71%|#######1 | 7119/10000 [07:24<02:52, 16.66it/s]
ELBO: -18188.3: 71%|#######1 | 7120/10000 [07:24<03:11, 15.02it/s]
ELBO: -18279.2: 71%|#######1 | 7120/10000 [07:24<03:11, 15.02it/s]
ELBO: -18215.5: 71%|#######1 | 7121/10000 [07:24<03:11, 15.02it/s]
ELBO: -18200.5: 71%|#######1 | 7122/10000 [07:24<03:11, 15.02it/s]
ELBO: -18200.5: 71%|#######1 | 7123/10000 [07:24<03:16, 14.66it/s]
ELBO: -18216.1: 71%|#######1 | 7123/10000 [07:24<03:16, 14.66it/s]
ELBO: -18253.2: 71%|#######1 | 7124/10000 [07:24<03:16, 14.66it/s]
ELBO: -18190.9: 71%|#######1 | 7125/10000 [07:24<03:16, 14.66it/s]
ELBO: -18190.9: 71%|#######1 | 7126/10000 [07:24<02:56, 16.26it/s]
ELBO: -18221.4: 71%|#######1 | 7126/10000 [07:24<02:56, 16.26it/s]
ELBO: -18269.8: 71%|#######1 | 7127/10000 [07:25<02:56, 16.26it/s]
ELBO: -18269.8: 71%|#######1 | 7128/10000 [07:25<03:10, 15.06it/s]
ELBO: -18248.4: 71%|#######1 | 7128/10000 [07:25<03:10, 15.06it/s]
ELBO: -18218.1: 71%|#######1 | 7129/10000 [07:25<03:10, 15.06it/s]
ELBO: -18254.3: 71%|#######1 | 7130/10000 [07:25<03:10, 15.06it/s]
ELBO: -18254.3: 71%|#######1 | 7131/10000 [07:25<02:52, 16.61it/s]
ELBO: -18227.9: 71%|#######1 | 7131/10000 [07:25<02:52, 16.61it/s]
ELBO: -18250.1: 71%|#######1 | 7132/10000 [07:25<02:52, 16.61it/s]
ELBO: -18250.1: 71%|#######1 | 7133/10000 [07:25<03:09, 15.14it/s]
ELBO: -18175.9: 71%|#######1 | 7133/10000 [07:25<03:09, 15.14it/s]
ELBO: -18211.1: 71%|#######1 | 7134/10000 [07:25<03:09, 15.14it/s]
ELBO: -18253.6: 71%|#######1 | 7135/10000 [07:25<03:09, 15.14it/s]
ELBO: -18253.6: 71%|#######1 | 7136/10000 [07:25<02:51, 16.67it/s]
ELBO: -18215.1: 71%|#######1 | 7136/10000 [07:25<02:51, 16.67it/s]
ELBO: -18146.7: 71%|#######1 | 7137/10000 [07:25<02:51, 16.67it/s]
ELBO: -18146.7: 71%|#######1 | 7138/10000 [07:25<03:07, 15.24it/s]
ELBO: -18232.0: 71%|#######1 | 7138/10000 [07:25<03:07, 15.24it/s]
ELBO: -18250.1: 71%|#######1 | 7139/10000 [07:25<03:07, 15.24it/s]
ELBO: -18233.4: 71%|#######1 | 7140/10000 [07:25<03:07, 15.24it/s]
ELBO: -18233.4: 71%|#######1 | 7141/10000 [07:25<03:13, 14.81it/s]
ELBO: -18212.2: 71%|#######1 | 7141/10000 [07:25<03:13, 14.81it/s]
ELBO: -18253.0: 71%|#######1 | 7142/10000 [07:26<03:13, 14.81it/s]
ELBO: -18260.7: 71%|#######1 | 7143/10000 [07:26<03:12, 14.81it/s]
ELBO: -18260.7: 71%|#######1 | 7144/10000 [07:26<02:55, 16.27it/s]
ELBO: -18175.5: 71%|#######1 | 7144/10000 [07:26<02:55, 16.27it/s]
ELBO: -18221.0: 71%|#######1 | 7145/10000 [07:26<02:55, 16.27it/s]
ELBO: -18221.0: 71%|#######1 | 7146/10000 [07:26<03:10, 15.02it/s]
ELBO: -18227.3: 71%|#######1 | 7146/10000 [07:26<03:10, 15.02it/s]
ELBO: -18200.9: 71%|#######1 | 7147/10000 [07:26<03:10, 15.02it/s]
ELBO: -18235.0: 71%|#######1 | 7148/10000 [07:26<03:09, 15.02it/s]
ELBO: -18235.0: 71%|#######1 | 7149/10000 [07:26<02:51, 16.59it/s]
ELBO: -18230.3: 71%|#######1 | 7149/10000 [07:26<02:51, 16.59it/s]
ELBO: -18227.0: 72%|#######1 | 7150/10000 [07:26<02:51, 16.59it/s]
ELBO: -18227.0: 72%|#######1 | 7151/10000 [07:26<03:07, 15.17it/s]
ELBO: -18244.2: 72%|#######1 | 7151/10000 [07:26<03:07, 15.17it/s]
ELBO: -18247.2: 72%|#######1 | 7152/10000 [07:26<03:07, 15.17it/s]
ELBO: -18230.2: 72%|#######1 | 7153/10000 [07:26<03:07, 15.17it/s]
ELBO: -18230.2: 72%|#######1 | 7154/10000 [07:26<02:49, 16.75it/s]
ELBO: -18248.5: 72%|#######1 | 7154/10000 [07:26<02:49, 16.75it/s]
ELBO: -18175.6: 72%|#######1 | 7155/10000 [07:26<02:49, 16.75it/s]
ELBO: -18175.6: 72%|#######1 | 7156/10000 [07:26<03:06, 15.29it/s]
ELBO: -18237.2: 72%|#######1 | 7156/10000 [07:26<03:06, 15.29it/s]
ELBO: -18236.0: 72%|#######1 | 7157/10000 [07:26<03:05, 15.29it/s]
ELBO: -18228.4: 72%|#######1 | 7158/10000 [07:27<03:05, 15.29it/s]
ELBO: -18228.4: 72%|#######1 | 7159/10000 [07:27<03:12, 14.76it/s]
ELBO: -18223.5: 72%|#######1 | 7159/10000 [07:27<03:12, 14.76it/s]
ELBO: -18220.4: 72%|#######1 | 7160/10000 [07:27<03:12, 14.76it/s]
ELBO: -18214.7: 72%|#######1 | 7161/10000 [07:27<03:12, 14.76it/s]
ELBO: -18214.7: 72%|#######1 | 7162/10000 [07:27<02:53, 16.32it/s]
ELBO: -18257.5: 72%|#######1 | 7162/10000 [07:27<02:53, 16.32it/s]
ELBO: -18210.1: 72%|#######1 | 7163/10000 [07:27<02:53, 16.32it/s]
ELBO: -18210.1: 72%|#######1 | 7164/10000 [07:27<03:08, 15.08it/s]
ELBO: -18217.9: 72%|#######1 | 7164/10000 [07:27<03:08, 15.08it/s]
ELBO: -18226.2: 72%|#######1 | 7165/10000 [07:27<03:07, 15.08it/s]
ELBO: -18204.4: 72%|#######1 | 7166/10000 [07:27<03:07, 15.08it/s]
ELBO: -18204.4: 72%|#######1 | 7167/10000 [07:27<02:50, 16.62it/s]
ELBO: -18220.2: 72%|#######1 | 7167/10000 [07:27<02:50, 16.62it/s]
ELBO: -18228.1: 72%|#######1 | 7168/10000 [07:27<02:50, 16.62it/s]
ELBO: -18228.1: 72%|#######1 | 7169/10000 [07:27<03:06, 15.16it/s]
ELBO: -18258.2: 72%|#######1 | 7169/10000 [07:27<03:06, 15.16it/s]
ELBO: -18223.6: 72%|#######1 | 7170/10000 [07:27<03:06, 15.16it/s]
ELBO: -18223.6: 72%|#######1 | 7171/10000 [07:27<02:56, 16.01it/s]
ELBO: -18172.8: 72%|#######1 | 7171/10000 [07:27<02:56, 16.01it/s]
ELBO: -18201.0: 72%|#######1 | 7172/10000 [07:27<02:56, 16.01it/s]
ELBO: -18201.0: 72%|#######1 | 7173/10000 [07:27<03:12, 14.69it/s]
ELBO: -18182.9: 72%|#######1 | 7173/10000 [07:28<03:12, 14.69it/s]
ELBO: -18194.6: 72%|#######1 | 7174/10000 [07:28<03:12, 14.69it/s]
ELBO: -18218.5: 72%|#######1 | 7175/10000 [07:28<03:12, 14.69it/s]
ELBO: -18218.5: 72%|#######1 | 7176/10000 [07:28<02:51, 16.45it/s]
ELBO: -18226.7: 72%|#######1 | 7176/10000 [07:28<02:51, 16.45it/s]
ELBO: -18192.8: 72%|#######1 | 7177/10000 [07:28<02:51, 16.45it/s]
ELBO: -18192.8: 72%|#######1 | 7178/10000 [07:28<03:08, 15.00it/s]
ELBO: -18187.3: 72%|#######1 | 7178/10000 [07:28<03:08, 15.00it/s]
ELBO: -18200.0: 72%|#######1 | 7181/10000 [07:28<03:07, 15.00it/s]
ELBO: -18241.3: 72%|#######1 | 7182/10000 [07:28<03:07, 15.00it/s]
ELBO: -18241.3: 72%|#######1 | 7183/10000 [07:28<02:16, 20.60it/s]
ELBO: -18213.1: 72%|#######1 | 7183/10000 [07:28<02:16, 20.60it/s]
ELBO: -18206.6: 72%|#######1 | 7184/10000 [07:28<02:16, 20.60it/s]
ELBO: -18203.6: 72%|#######1 | 7185/10000 [07:28<02:16, 20.60it/s]
ELBO: -18203.6: 72%|#######1 | 7186/10000 [07:28<02:35, 18.15it/s]
ELBO: -18199.1: 72%|#######1 | 7186/10000 [07:28<02:35, 18.15it/s]
ELBO: -18180.0: 72%|#######1 | 7187/10000 [07:28<02:35, 18.15it/s]
ELBO: -18180.0: 72%|#######1 | 7188/10000 [07:28<02:52, 16.26it/s]
ELBO: -18190.8: 72%|#######1 | 7188/10000 [07:28<02:52, 16.26it/s]
ELBO: -18281.2: 72%|#######1 | 7189/10000 [07:28<02:52, 16.26it/s]
ELBO: -18232.3: 72%|#######1 | 7190/10000 [07:28<02:52, 16.26it/s]
ELBO: -18232.3: 72%|#######1 | 7191/10000 [07:28<02:40, 17.49it/s]
ELBO: -18205.4: 72%|#######1 | 7191/10000 [07:29<02:40, 17.49it/s]
ELBO: -18225.2: 72%|#######1 | 7192/10000 [07:29<02:40, 17.49it/s]
ELBO: -18225.2: 72%|#######1 | 7193/10000 [07:29<02:58, 15.74it/s]
ELBO: -18130.7: 72%|#######1 | 7193/10000 [07:29<02:58, 15.74it/s]
ELBO: -18217.2: 72%|#######1 | 7194/10000 [07:29<02:58, 15.74it/s]
ELBO: -18266.5: 72%|#######1 | 7195/10000 [07:29<02:58, 15.74it/s]
ELBO: -18266.5: 72%|#######1 | 7196/10000 [07:29<02:44, 17.05it/s]
ELBO: -18235.8: 72%|#######1 | 7196/10000 [07:29<02:44, 17.05it/s]
ELBO: -18214.1: 72%|#######1 | 7197/10000 [07:29<02:44, 17.05it/s]
ELBO: -18214.1: 72%|#######1 | 7198/10000 [07:29<03:01, 15.45it/s]
ELBO: -18233.4: 72%|#######1 | 7198/10000 [07:29<03:01, 15.45it/s]
ELBO: -18254.2: 72%|#######1 | 7199/10000 [07:29<03:01, 15.45it/s]
ELBO: -18203.1: 72%|#######2 | 7200/10000 [07:29<03:01, 15.45it/s]
ELBO: -18203.1: 72%|#######2 | 7201/10000 [07:29<02:45, 16.94it/s]
ELBO: -18212.2: 72%|#######2 | 7201/10000 [07:29<02:45, 16.94it/s]
ELBO: -18227.1: 72%|#######2 | 7202/10000 [07:29<02:45, 16.94it/s]
ELBO: -18227.1: 72%|#######2 | 7203/10000 [07:29<03:01, 15.41it/s]
ELBO: -18230.0: 72%|#######2 | 7203/10000 [07:29<03:01, 15.41it/s]
ELBO: -18163.8: 72%|#######2 | 7204/10000 [07:29<03:01, 15.41it/s]
ELBO: -18172.1: 72%|#######2 | 7205/10000 [07:29<03:01, 15.41it/s]
ELBO: -18172.1: 72%|#######2 | 7206/10000 [07:29<03:07, 14.87it/s]
ELBO: -18248.7: 72%|#######2 | 7206/10000 [07:30<03:07, 14.87it/s]
ELBO: -18241.7: 72%|#######2 | 7207/10000 [07:30<03:07, 14.87it/s]
ELBO: -18203.7: 72%|#######2 | 7208/10000 [07:30<03:07, 14.87it/s]
ELBO: -18203.7: 72%|#######2 | 7209/10000 [07:30<02:49, 16.43it/s]
ELBO: -18205.5: 72%|#######2 | 7209/10000 [07:30<02:49, 16.43it/s]
ELBO: -18187.4: 72%|#######2 | 7210/10000 [07:30<02:49, 16.43it/s]
ELBO: -18187.4: 72%|#######2 | 7211/10000 [07:30<03:04, 15.16it/s]
ELBO: -18165.4: 72%|#######2 | 7211/10000 [07:30<03:04, 15.16it/s]
ELBO: -18204.2: 72%|#######2 | 7212/10000 [07:30<03:03, 15.16it/s]
ELBO: -18196.3: 72%|#######2 | 7213/10000 [07:30<03:03, 15.16it/s]
ELBO: -18196.3: 72%|#######2 | 7214/10000 [07:30<02:47, 16.64it/s]
ELBO: -18184.8: 72%|#######2 | 7214/10000 [07:30<02:47, 16.64it/s]
ELBO: -18227.3: 72%|#######2 | 7215/10000 [07:30<02:47, 16.64it/s]
ELBO: -18227.3: 72%|#######2 | 7216/10000 [07:30<03:03, 15.18it/s]
ELBO: -18211.8: 72%|#######2 | 7216/10000 [07:30<03:03, 15.18it/s]
ELBO: -18197.7: 72%|#######2 | 7217/10000 [07:30<03:03, 15.18it/s]
ELBO: -18226.0: 72%|#######2 | 7218/10000 [07:30<03:03, 15.18it/s]
ELBO: -18226.0: 72%|#######2 | 7219/10000 [07:30<02:45, 16.75it/s]
ELBO: -18200.2: 72%|#######2 | 7219/10000 [07:30<02:45, 16.75it/s]
ELBO: -18203.1: 72%|#######2 | 7220/10000 [07:30<02:45, 16.75it/s]
ELBO: -18203.1: 72%|#######2 | 7221/10000 [07:30<03:01, 15.28it/s]
ELBO: -18228.6: 72%|#######2 | 7221/10000 [07:30<03:01, 15.28it/s]
ELBO: -18202.1: 72%|#######2 | 7222/10000 [07:31<03:01, 15.28it/s]
ELBO: -18192.8: 72%|#######2 | 7223/10000 [07:31<03:01, 15.28it/s]
ELBO: -18192.8: 72%|#######2 | 7224/10000 [07:31<03:08, 14.72it/s]
ELBO: -18188.2: 72%|#######2 | 7224/10000 [07:31<03:08, 14.72it/s]
ELBO: -18178.2: 72%|#######2 | 7225/10000 [07:31<03:08, 14.72it/s]
ELBO: -18179.8: 72%|#######2 | 7226/10000 [07:31<03:08, 14.72it/s]
ELBO: -18179.8: 72%|#######2 | 7227/10000 [07:31<02:50, 16.27it/s]
ELBO: -18220.9: 72%|#######2 | 7227/10000 [07:31<02:50, 16.27it/s]
ELBO: -18197.3: 72%|#######2 | 7228/10000 [07:31<02:50, 16.27it/s]
ELBO: -18197.3: 72%|#######2 | 7229/10000 [07:31<03:04, 15.01it/s]
ELBO: -18257.0: 72%|#######2 | 7229/10000 [07:31<03:04, 15.01it/s]
ELBO: -18212.0: 72%|#######2 | 7230/10000 [07:31<03:04, 15.01it/s]
ELBO: -18210.6: 72%|#######2 | 7231/10000 [07:31<03:04, 15.01it/s]
ELBO: -18210.6: 72%|#######2 | 7232/10000 [07:31<02:46, 16.60it/s]
ELBO: -18226.3: 72%|#######2 | 7232/10000 [07:31<02:46, 16.60it/s]
ELBO: -18228.8: 72%|#######2 | 7233/10000 [07:31<02:46, 16.60it/s]
ELBO: -18228.8: 72%|#######2 | 7234/10000 [07:31<03:02, 15.14it/s]
ELBO: -18198.1: 72%|#######2 | 7234/10000 [07:31<03:02, 15.14it/s]
ELBO: -18222.1: 72%|#######2 | 7235/10000 [07:31<03:02, 15.14it/s]
ELBO: -18191.8: 72%|#######2 | 7236/10000 [07:31<03:02, 15.14it/s]
ELBO: -18191.8: 72%|#######2 | 7237/10000 [07:31<02:45, 16.65it/s]
ELBO: -18239.4: 72%|#######2 | 7237/10000 [07:32<02:45, 16.65it/s]
ELBO: -18198.6: 72%|#######2 | 7238/10000 [07:32<02:45, 16.65it/s]
ELBO: -18198.6: 72%|#######2 | 7239/10000 [07:32<03:01, 15.18it/s]
ELBO: -18236.0: 72%|#######2 | 7239/10000 [07:32<03:01, 15.18it/s]
ELBO: -18201.3: 72%|#######2 | 7240/10000 [07:32<03:01, 15.18it/s]
ELBO: -18193.3: 72%|#######2 | 7241/10000 [07:32<03:01, 15.18it/s]
ELBO: -18193.3: 72%|#######2 | 7242/10000 [07:32<03:07, 14.69it/s]
ELBO: -18203.5: 72%|#######2 | 7242/10000 [07:32<03:07, 14.69it/s]
ELBO: -18228.8: 72%|#######2 | 7243/10000 [07:32<03:07, 14.69it/s]
ELBO: -18188.4: 72%|#######2 | 7244/10000 [07:32<03:07, 14.69it/s]
ELBO: -18188.4: 72%|#######2 | 7245/10000 [07:32<02:49, 16.26it/s]
ELBO: -18140.2: 72%|#######2 | 7245/10000 [07:32<02:49, 16.26it/s]
ELBO: -18201.7: 72%|#######2 | 7246/10000 [07:32<02:49, 16.26it/s]
ELBO: -18201.7: 72%|#######2 | 7247/10000 [07:32<03:04, 14.89it/s]
ELBO: -18160.7: 72%|#######2 | 7247/10000 [07:32<03:04, 14.89it/s]
ELBO: -18192.6: 72%|#######2 | 7248/10000 [07:32<03:04, 14.89it/s]
ELBO: -18248.3: 72%|#######2 | 7249/10000 [07:32<03:04, 14.89it/s]
ELBO: -18248.3: 72%|#######2 | 7250/10000 [07:32<02:46, 16.52it/s]
ELBO: -18226.3: 72%|#######2 | 7250/10000 [07:32<02:46, 16.52it/s]
ELBO: -18230.3: 73%|#######2 | 7251/10000 [07:32<02:46, 16.52it/s]
ELBO: -18230.3: 73%|#######2 | 7252/10000 [07:32<03:02, 15.09it/s]
ELBO: -18193.0: 73%|#######2 | 7252/10000 [07:32<03:02, 15.09it/s]
ELBO: -18124.4: 73%|#######2 | 7253/10000 [07:32<03:02, 15.09it/s]
ELBO: -18192.2: 73%|#######2 | 7254/10000 [07:33<03:01, 15.09it/s]
ELBO: -18192.2: 73%|#######2 | 7255/10000 [07:33<02:44, 16.64it/s]
ELBO: -18196.0: 73%|#######2 | 7255/10000 [07:33<02:44, 16.64it/s]
ELBO: -18144.5: 73%|#######2 | 7256/10000 [07:33<02:44, 16.64it/s]
ELBO: -18144.5: 73%|#######2 | 7257/10000 [07:33<03:00, 15.23it/s]
ELBO: -18224.9: 73%|#######2 | 7257/10000 [07:33<03:00, 15.23it/s]
ELBO: -18214.4: 73%|#######2 | 7258/10000 [07:33<03:00, 15.23it/s]
ELBO: -18221.6: 73%|#######2 | 7259/10000 [07:33<03:00, 15.23it/s]
ELBO: -18221.6: 73%|#######2 | 7260/10000 [07:33<03:05, 14.74it/s]
ELBO: -18247.5: 73%|#######2 | 7260/10000 [07:33<03:05, 14.74it/s]
ELBO: -18216.4: 73%|#######2 | 7261/10000 [07:33<03:05, 14.74it/s]
ELBO: -18118.2: 73%|#######2 | 7262/10000 [07:33<03:05, 14.74it/s]
ELBO: -18118.2: 73%|#######2 | 7263/10000 [07:33<02:47, 16.32it/s]
ELBO: -18182.2: 73%|#######2 | 7263/10000 [07:33<02:47, 16.32it/s]
ELBO: -18192.0: 73%|#######2 | 7264/10000 [07:33<02:47, 16.32it/s]
ELBO: -18192.0: 73%|#######2 | 7265/10000 [07:33<03:01, 15.06it/s]
ELBO: -18201.9: 73%|#######2 | 7265/10000 [07:33<03:01, 15.06it/s]
ELBO: -18143.7: 73%|#######2 | 7266/10000 [07:33<03:01, 15.06it/s]
ELBO: -18173.3: 73%|#######2 | 7267/10000 [07:33<03:01, 15.06it/s]
ELBO: -18173.3: 73%|#######2 | 7268/10000 [07:33<02:44, 16.63it/s]
ELBO: -18198.2: 73%|#######2 | 7268/10000 [07:33<02:44, 16.63it/s]
ELBO: -18180.9: 73%|#######2 | 7269/10000 [07:34<02:44, 16.63it/s]
ELBO: -18180.9: 73%|#######2 | 7270/10000 [07:34<02:59, 15.20it/s]
ELBO: -18201.6: 73%|#######2 | 7270/10000 [07:34<02:59, 15.20it/s]
ELBO: -18168.6: 73%|#######2 | 7271/10000 [07:34<02:59, 15.20it/s]
ELBO: -18204.6: 73%|#######2 | 7272/10000 [07:34<02:59, 15.20it/s]
ELBO: -18204.6: 73%|#######2 | 7273/10000 [07:34<02:43, 16.73it/s]
ELBO: -18235.6: 73%|#######2 | 7273/10000 [07:34<02:43, 16.73it/s]
ELBO: -18158.2: 73%|#######2 | 7274/10000 [07:34<02:42, 16.73it/s]
ELBO: -18158.2: 73%|#######2 | 7275/10000 [07:34<02:58, 15.30it/s]
ELBO: -18222.8: 73%|#######2 | 7275/10000 [07:34<02:58, 15.30it/s]
ELBO: -18156.4: 73%|#######2 | 7276/10000 [07:34<02:58, 15.30it/s]
ELBO: -18206.2: 73%|#######2 | 7277/10000 [07:34<02:57, 15.30it/s]
ELBO: -18206.2: 73%|#######2 | 7278/10000 [07:34<03:05, 14.71it/s]
ELBO: -18226.8: 73%|#######2 | 7278/10000 [07:34<03:05, 14.71it/s]
ELBO: -18194.7: 73%|#######2 | 7279/10000 [07:34<03:04, 14.71it/s]
ELBO: -18194.5: 73%|#######2 | 7280/10000 [07:34<03:04, 14.71it/s]
ELBO: -18194.5: 73%|#######2 | 7281/10000 [07:34<02:46, 16.28it/s]
ELBO: -18163.8: 73%|#######2 | 7281/10000 [07:34<02:46, 16.28it/s]
ELBO: -18157.5: 73%|#######2 | 7282/10000 [07:34<02:46, 16.28it/s]
ELBO: -18157.5: 73%|#######2 | 7283/10000 [07:34<03:00, 15.03it/s]
ELBO: -18185.7: 73%|#######2 | 7283/10000 [07:34<03:00, 15.03it/s]
ELBO: -18190.9: 73%|#######2 | 7284/10000 [07:34<03:00, 15.03it/s]
ELBO: -18186.1: 73%|#######2 | 7285/10000 [07:35<03:00, 15.03it/s]
ELBO: -18186.1: 73%|#######2 | 7286/10000 [07:35<02:44, 16.52it/s]
ELBO: -18153.9: 73%|#######2 | 7286/10000 [07:35<02:44, 16.52it/s]
ELBO: -18185.2: 73%|#######2 | 7287/10000 [07:35<02:44, 16.52it/s]
ELBO: -18185.2: 73%|#######2 | 7288/10000 [07:35<02:59, 15.08it/s]
ELBO: -18151.8: 73%|#######2 | 7288/10000 [07:35<02:59, 15.08it/s]
ELBO: -18194.6: 73%|#######2 | 7289/10000 [07:35<02:59, 15.08it/s]
ELBO: -18186.3: 73%|#######2 | 7290/10000 [07:35<02:59, 15.08it/s]
ELBO: -18186.3: 73%|#######2 | 7291/10000 [07:35<02:42, 16.67it/s]
ELBO: -18146.7: 73%|#######2 | 7291/10000 [07:35<02:42, 16.67it/s]
ELBO: -18190.3: 73%|#######2 | 7292/10000 [07:35<02:42, 16.67it/s]
ELBO: -18190.3: 73%|#######2 | 7293/10000 [07:35<02:57, 15.26it/s]
ELBO: -18218.2: 73%|#######2 | 7293/10000 [07:35<02:57, 15.26it/s]
ELBO: -18228.2: 73%|#######2 | 7294/10000 [07:35<02:57, 15.26it/s]
ELBO: -18196.4: 73%|#######2 | 7295/10000 [07:35<02:57, 15.26it/s]
ELBO: -18196.4: 73%|#######2 | 7296/10000 [07:35<03:02, 14.80it/s]
ELBO: -18175.3: 73%|#######2 | 7296/10000 [07:35<03:02, 14.80it/s]
ELBO: -18180.2: 73%|#######2 | 7297/10000 [07:35<03:02, 14.80it/s]
ELBO: -18185.3: 73%|#######2 | 7298/10000 [07:35<03:02, 14.80it/s]
ELBO: -18185.3: 73%|#######2 | 7299/10000 [07:35<02:44, 16.38it/s]
ELBO: -18206.2: 73%|#######2 | 7299/10000 [07:35<02:44, 16.38it/s]
ELBO: -18227.5: 73%|#######3 | 7300/10000 [07:36<02:44, 16.38it/s]
ELBO: -18227.5: 73%|#######3 | 7301/10000 [07:36<02:58, 15.15it/s]
ELBO: -18214.7: 73%|#######3 | 7301/10000 [07:36<02:58, 15.15it/s]
ELBO: -18205.3: 73%|#######3 | 7302/10000 [07:36<02:58, 15.15it/s]
ELBO: -18200.2: 73%|#######3 | 7303/10000 [07:36<02:57, 15.15it/s]
ELBO: -18200.2: 73%|#######3 | 7304/10000 [07:36<02:41, 16.69it/s]
ELBO: -18243.0: 73%|#######3 | 7304/10000 [07:36<02:41, 16.69it/s]
ELBO: -18196.9: 73%|#######3 | 7305/10000 [07:36<02:41, 16.69it/s]
ELBO: -18196.9: 73%|#######3 | 7306/10000 [07:36<02:56, 15.25it/s]
ELBO: -18203.9: 73%|#######3 | 7306/10000 [07:36<02:56, 15.25it/s]
ELBO: -18153.1: 73%|#######3 | 7307/10000 [07:36<02:56, 15.25it/s]
ELBO: -18189.8: 73%|#######3 | 7308/10000 [07:36<02:56, 15.25it/s]
ELBO: -18189.8: 73%|#######3 | 7309/10000 [07:36<02:40, 16.81it/s]
ELBO: -18214.9: 73%|#######3 | 7309/10000 [07:36<02:40, 16.81it/s]
ELBO: -18177.0: 73%|#######3 | 7310/10000 [07:36<02:40, 16.81it/s]
ELBO: -18177.0: 73%|#######3 | 7311/10000 [07:36<02:55, 15.33it/s]
ELBO: -18190.8: 73%|#######3 | 7311/10000 [07:36<02:55, 15.33it/s]
ELBO: -18208.4: 73%|#######3 | 7312/10000 [07:36<02:55, 15.33it/s]
ELBO: -18164.6: 73%|#######3 | 7313/10000 [07:36<02:55, 15.33it/s]
ELBO: -18164.6: 73%|#######3 | 7314/10000 [07:36<03:01, 14.83it/s]
ELBO: -18163.5: 73%|#######3 | 7314/10000 [07:36<03:01, 14.83it/s]
ELBO: -18165.3: 73%|#######3 | 7315/10000 [07:36<03:01, 14.83it/s]
ELBO: -18234.0: 73%|#######3 | 7316/10000 [07:37<03:01, 14.83it/s]
ELBO: -18234.0: 73%|#######3 | 7317/10000 [07:37<02:44, 16.33it/s]
ELBO: -18188.0: 73%|#######3 | 7317/10000 [07:37<02:44, 16.33it/s]
ELBO: -18161.1: 73%|#######3 | 7318/10000 [07:37<02:44, 16.33it/s]
ELBO: -18161.1: 73%|#######3 | 7319/10000 [07:37<02:58, 15.04it/s]
ELBO: -18195.9: 73%|#######3 | 7319/10000 [07:37<02:58, 15.04it/s]
ELBO: -18172.9: 73%|#######3 | 7320/10000 [07:37<02:58, 15.04it/s]
ELBO: -18181.7: 73%|#######3 | 7321/10000 [07:37<02:58, 15.04it/s]
ELBO: -18181.7: 73%|#######3 | 7322/10000 [07:37<02:41, 16.60it/s]
ELBO: -18216.0: 73%|#######3 | 7322/10000 [07:37<02:41, 16.60it/s]
ELBO: -18178.5: 73%|#######3 | 7323/10000 [07:37<02:41, 16.60it/s]
ELBO: -18178.5: 73%|#######3 | 7324/10000 [07:37<02:56, 15.16it/s]
ELBO: -18198.6: 73%|#######3 | 7324/10000 [07:37<02:56, 15.16it/s]
ELBO: -18259.5: 73%|#######3 | 7325/10000 [07:37<02:56, 15.16it/s]
ELBO: -18220.9: 73%|#######3 | 7326/10000 [07:37<02:56, 15.16it/s]
ELBO: -18220.9: 73%|#######3 | 7327/10000 [07:37<02:40, 16.67it/s]
ELBO: -18153.1: 73%|#######3 | 7327/10000 [07:37<02:40, 16.67it/s]
ELBO: -18194.9: 73%|#######3 | 7328/10000 [07:37<02:40, 16.67it/s]
ELBO: -18194.9: 73%|#######3 | 7329/10000 [07:37<02:55, 15.23it/s]
ELBO: -18146.8: 73%|#######3 | 7329/10000 [07:37<02:55, 15.23it/s]
ELBO: -18241.5: 73%|#######3 | 7330/10000 [07:37<02:55, 15.23it/s]
ELBO: -18156.3: 73%|#######3 | 7331/10000 [07:38<02:55, 15.23it/s]
ELBO: -18156.3: 73%|#######3 | 7332/10000 [07:38<03:01, 14.67it/s]
ELBO: -18122.0: 73%|#######3 | 7332/10000 [07:38<03:01, 14.67it/s]
ELBO: -18158.9: 73%|#######3 | 7333/10000 [07:38<03:01, 14.67it/s]
ELBO: -18209.5: 73%|#######3 | 7334/10000 [07:38<03:01, 14.67it/s]
ELBO: -18209.5: 73%|#######3 | 7335/10000 [07:38<02:43, 16.27it/s]
ELBO: -18156.1: 73%|#######3 | 7335/10000 [07:38<02:43, 16.27it/s]
ELBO: -18220.0: 73%|#######3 | 7336/10000 [07:38<02:43, 16.27it/s]
ELBO: -18220.0: 73%|#######3 | 7337/10000 [07:38<03:00, 14.79it/s]
ELBO: -18146.3: 73%|#######3 | 7337/10000 [07:38<03:00, 14.79it/s]
ELBO: -18183.8: 73%|#######3 | 7338/10000 [07:38<02:59, 14.79it/s]
ELBO: -18129.3: 73%|#######3 | 7339/10000 [07:38<02:59, 14.79it/s]
ELBO: -18129.3: 73%|#######3 | 7340/10000 [07:38<02:42, 16.41it/s]
ELBO: -18192.4: 73%|#######3 | 7340/10000 [07:38<02:42, 16.41it/s]
ELBO: -18176.8: 73%|#######3 | 7341/10000 [07:38<02:42, 16.41it/s]
ELBO: -18176.8: 73%|#######3 | 7342/10000 [07:38<02:56, 15.02it/s]
ELBO: -18146.6: 73%|#######3 | 7342/10000 [07:38<02:56, 15.02it/s]
ELBO: -18183.6: 73%|#######3 | 7343/10000 [07:38<02:56, 15.02it/s]
ELBO: -18157.2: 73%|#######3 | 7344/10000 [07:38<02:56, 15.02it/s]
ELBO: -18157.2: 73%|#######3 | 7345/10000 [07:38<02:40, 16.58it/s]
ELBO: -18118.7: 73%|#######3 | 7345/10000 [07:38<02:40, 16.58it/s]
ELBO: -18169.3: 73%|#######3 | 7346/10000 [07:38<02:40, 16.58it/s]
ELBO: -18169.3: 73%|#######3 | 7347/10000 [07:38<02:55, 15.15it/s]
ELBO: -18191.3: 73%|#######3 | 7347/10000 [07:39<02:55, 15.15it/s]
ELBO: -18204.3: 73%|#######3 | 7348/10000 [07:39<02:55, 15.15it/s]
ELBO: -18176.8: 74%|#######3 | 7351/10000 [07:39<02:54, 15.15it/s]
ELBO: -18176.8: 74%|#######3 | 7352/10000 [07:39<02:26, 18.11it/s]
ELBO: -18192.7: 74%|#######3 | 7352/10000 [07:39<02:26, 18.11it/s]
ELBO: -18189.8: 74%|#######3 | 7353/10000 [07:39<02:26, 18.11it/s]
ELBO: -18131.4: 74%|#######3 | 7354/10000 [07:39<02:26, 18.11it/s]
ELBO: -18131.4: 74%|#######3 | 7355/10000 [07:39<02:20, 18.80it/s]
ELBO: -18228.9: 74%|#######3 | 7355/10000 [07:39<02:20, 18.80it/s]
ELBO: -18184.3: 74%|#######3 | 7356/10000 [07:39<02:20, 18.80it/s]
ELBO: -18184.3: 74%|#######3 | 7357/10000 [07:39<02:37, 16.82it/s]
ELBO: -18149.1: 74%|#######3 | 7357/10000 [07:39<02:37, 16.82it/s]
ELBO: -18169.2: 74%|#######3 | 7358/10000 [07:39<02:37, 16.82it/s]
ELBO: -18208.7: 74%|#######3 | 7359/10000 [07:39<02:36, 16.82it/s]
ELBO: -18208.7: 74%|#######3 | 7360/10000 [07:39<02:27, 17.88it/s]
ELBO: -18199.1: 74%|#######3 | 7360/10000 [07:39<02:27, 17.88it/s]
ELBO: -18168.8: 74%|#######3 | 7361/10000 [07:39<02:27, 17.88it/s]
ELBO: -18168.8: 74%|#######3 | 7362/10000 [07:39<02:44, 16.03it/s]
ELBO: -18228.4: 74%|#######3 | 7362/10000 [07:39<02:44, 16.03it/s]
ELBO: -18164.3: 74%|#######3 | 7363/10000 [07:39<02:44, 16.03it/s]
ELBO: -18148.8: 74%|#######3 | 7364/10000 [07:39<02:44, 16.03it/s]
ELBO: -18148.8: 74%|#######3 | 7365/10000 [07:39<02:31, 17.37it/s]
ELBO: -18217.7: 74%|#######3 | 7365/10000 [07:40<02:31, 17.37it/s]
ELBO: -18162.4: 74%|#######3 | 7366/10000 [07:40<02:31, 17.37it/s]
ELBO: -18162.4: 74%|#######3 | 7367/10000 [07:40<02:47, 15.73it/s]
ELBO: -18185.6: 74%|#######3 | 7367/10000 [07:40<02:47, 15.73it/s]
ELBO: -18169.0: 74%|#######3 | 7368/10000 [07:40<02:47, 15.73it/s]
ELBO: -18228.2: 74%|#######3 | 7369/10000 [07:40<02:47, 15.73it/s]
ELBO: -18228.2: 74%|#######3 | 7370/10000 [07:40<02:54, 15.07it/s]
ELBO: -18124.6: 74%|#######3 | 7370/10000 [07:40<02:54, 15.07it/s]
ELBO: -18154.2: 74%|#######3 | 7371/10000 [07:40<02:54, 15.07it/s]
ELBO: -18171.8: 74%|#######3 | 7372/10000 [07:40<02:54, 15.07it/s]
ELBO: -18171.8: 74%|#######3 | 7373/10000 [07:40<02:38, 16.54it/s]
ELBO: -18185.0: 74%|#######3 | 7373/10000 [07:40<02:38, 16.54it/s]
ELBO: -18176.2: 74%|#######3 | 7374/10000 [07:40<02:38, 16.54it/s]
ELBO: -18176.2: 74%|#######3 | 7375/10000 [07:40<02:53, 15.15it/s]
ELBO: -18161.5: 74%|#######3 | 7375/10000 [07:40<02:53, 15.15it/s]
ELBO: -18178.5: 74%|#######3 | 7376/10000 [07:40<02:53, 15.15it/s]
ELBO: -18159.7: 74%|#######3 | 7377/10000 [07:40<02:53, 15.15it/s]
ELBO: -18159.7: 74%|#######3 | 7378/10000 [07:40<02:37, 16.67it/s]
ELBO: -18134.8: 74%|#######3 | 7378/10000 [07:40<02:37, 16.67it/s]
ELBO: -18159.2: 74%|#######3 | 7379/10000 [07:40<02:37, 16.67it/s]
ELBO: -18159.2: 74%|#######3 | 7380/10000 [07:40<02:53, 15.14it/s]
ELBO: -18231.5: 74%|#######3 | 7380/10000 [07:40<02:53, 15.14it/s]
ELBO: -18164.0: 74%|#######3 | 7381/10000 [07:41<02:53, 15.14it/s]
ELBO: -18167.3: 74%|#######3 | 7382/10000 [07:41<02:52, 15.14it/s]
ELBO: -18167.3: 74%|#######3 | 7383/10000 [07:41<02:36, 16.73it/s]
ELBO: -18139.8: 74%|#######3 | 7383/10000 [07:41<02:36, 16.73it/s]
ELBO: -18190.6: 74%|#######3 | 7384/10000 [07:41<02:36, 16.73it/s]
ELBO: -18190.6: 74%|#######3 | 7385/10000 [07:41<02:51, 15.28it/s]
ELBO: -18181.9: 74%|#######3 | 7385/10000 [07:41<02:51, 15.28it/s]
ELBO: -18230.6: 74%|#######3 | 7386/10000 [07:41<02:51, 15.28it/s]
ELBO: -18209.7: 74%|#######3 | 7387/10000 [07:41<02:50, 15.28it/s]
ELBO: -18209.7: 74%|#######3 | 7388/10000 [07:41<02:57, 14.72it/s]
ELBO: -18150.0: 74%|#######3 | 7388/10000 [07:41<02:57, 14.72it/s]
ELBO: -18172.4: 74%|#######3 | 7389/10000 [07:41<02:57, 14.72it/s]
ELBO: -18197.0: 74%|#######3 | 7390/10000 [07:41<02:57, 14.72it/s]
ELBO: -18197.0: 74%|#######3 | 7391/10000 [07:41<02:40, 16.24it/s]
ELBO: -18172.9: 74%|#######3 | 7391/10000 [07:41<02:40, 16.24it/s]
ELBO: -18178.2: 74%|#######3 | 7392/10000 [07:41<02:40, 16.24it/s]
ELBO: -18178.2: 74%|#######3 | 7393/10000 [07:41<02:54, 14.96it/s]
ELBO: -18187.6: 74%|#######3 | 7393/10000 [07:41<02:54, 14.96it/s]
ELBO: -18208.1: 74%|#######3 | 7394/10000 [07:41<02:54, 14.96it/s]
ELBO: -18215.1: 74%|#######3 | 7395/10000 [07:41<02:54, 14.96it/s]
ELBO: -18215.1: 74%|#######3 | 7396/10000 [07:41<02:37, 16.53it/s]
ELBO: -18206.2: 74%|#######3 | 7396/10000 [07:42<02:37, 16.53it/s]
ELBO: -18174.1: 74%|#######3 | 7397/10000 [07:42<02:37, 16.53it/s]
ELBO: -18174.1: 74%|#######3 | 7398/10000 [07:42<02:52, 15.12it/s]
ELBO: -18215.9: 74%|#######3 | 7398/10000 [07:42<02:52, 15.12it/s]
ELBO: -18203.2: 74%|#######3 | 7399/10000 [07:42<02:52, 15.12it/s]
ELBO: -18211.3: 74%|#######4 | 7400/10000 [07:42<02:52, 15.12it/s]
ELBO: -18211.3: 74%|#######4 | 7401/10000 [07:42<02:35, 16.69it/s]
ELBO: -18161.4: 74%|#######4 | 7401/10000 [07:42<02:35, 16.69it/s]
ELBO: -18158.9: 74%|#######4 | 7402/10000 [07:42<02:35, 16.69it/s]
ELBO: -18158.9: 74%|#######4 | 7403/10000 [07:42<02:50, 15.27it/s]
ELBO: -18173.0: 74%|#######4 | 7403/10000 [07:42<02:50, 15.27it/s]
ELBO: -18135.2: 74%|#######4 | 7404/10000 [07:42<02:49, 15.27it/s]
ELBO: -18155.0: 74%|#######4 | 7405/10000 [07:42<02:49, 15.27it/s]
ELBO: -18155.0: 74%|#######4 | 7406/10000 [07:42<02:54, 14.82it/s]
ELBO: -18141.2: 74%|#######4 | 7406/10000 [07:42<02:54, 14.82it/s]
ELBO: -18163.7: 74%|#######4 | 7407/10000 [07:42<02:54, 14.82it/s]
ELBO: -18207.3: 74%|#######4 | 7408/10000 [07:42<02:54, 14.82it/s]
ELBO: -18207.3: 74%|#######4 | 7409/10000 [07:42<02:38, 16.30it/s]
ELBO: -18168.3: 74%|#######4 | 7409/10000 [07:42<02:38, 16.30it/s]
ELBO: -18153.3: 74%|#######4 | 7410/10000 [07:42<02:38, 16.30it/s]
ELBO: -18153.3: 74%|#######4 | 7411/10000 [07:42<02:51, 15.05it/s]
ELBO: -18178.4: 74%|#######4 | 7411/10000 [07:42<02:51, 15.05it/s]
ELBO: -18209.4: 74%|#######4 | 7412/10000 [07:43<02:51, 15.05it/s]
ELBO: -18196.8: 74%|#######4 | 7413/10000 [07:43<02:51, 15.05it/s]
ELBO: -18196.8: 74%|#######4 | 7414/10000 [07:43<02:35, 16.61it/s]
ELBO: -18144.0: 74%|#######4 | 7414/10000 [07:43<02:35, 16.61it/s]
ELBO: -18164.2: 74%|#######4 | 7415/10000 [07:43<02:35, 16.61it/s]
ELBO: -18164.2: 74%|#######4 | 7416/10000 [07:43<02:50, 15.19it/s]
ELBO: -18228.3: 74%|#######4 | 7416/10000 [07:43<02:50, 15.19it/s]
ELBO: -18196.9: 74%|#######4 | 7417/10000 [07:43<02:50, 15.19it/s]
ELBO: -18179.2: 74%|#######4 | 7418/10000 [07:43<02:49, 15.19it/s]
ELBO: -18179.2: 74%|#######4 | 7419/10000 [07:43<02:33, 16.77it/s]
ELBO: -18170.4: 74%|#######4 | 7419/10000 [07:43<02:33, 16.77it/s]
ELBO: -18158.8: 74%|#######4 | 7420/10000 [07:43<02:33, 16.77it/s]
ELBO: -18158.8: 74%|#######4 | 7421/10000 [07:43<02:48, 15.31it/s]
ELBO: -18103.7: 74%|#######4 | 7421/10000 [07:43<02:48, 15.31it/s]
ELBO: -18116.7: 74%|#######4 | 7422/10000 [07:43<02:48, 15.31it/s]
ELBO: -18157.6: 74%|#######4 | 7423/10000 [07:43<02:48, 15.31it/s]
ELBO: -18157.6: 74%|#######4 | 7424/10000 [07:43<02:55, 14.71it/s]
ELBO: -18218.0: 74%|#######4 | 7424/10000 [07:43<02:55, 14.71it/s]
ELBO: -18128.7: 74%|#######4 | 7425/10000 [07:43<02:55, 14.71it/s]
ELBO: -18186.1: 74%|#######4 | 7426/10000 [07:43<02:55, 14.71it/s]
ELBO: -18186.1: 74%|#######4 | 7427/10000 [07:43<02:37, 16.29it/s]
ELBO: -18159.1: 74%|#######4 | 7427/10000 [07:43<02:37, 16.29it/s]
ELBO: -18223.0: 74%|#######4 | 7428/10000 [07:44<02:37, 16.29it/s]
ELBO: -18223.0: 74%|#######4 | 7429/10000 [07:44<02:50, 15.05it/s]
ELBO: -18161.2: 74%|#######4 | 7429/10000 [07:44<02:50, 15.05it/s]
ELBO: -18146.8: 74%|#######4 | 7430/10000 [07:44<02:50, 15.05it/s]
ELBO: -18176.2: 74%|#######4 | 7431/10000 [07:44<02:50, 15.05it/s]
ELBO: -18176.2: 74%|#######4 | 7432/10000 [07:44<02:34, 16.63it/s]
ELBO: -18142.7: 74%|#######4 | 7432/10000 [07:44<02:34, 16.63it/s]
ELBO: -18143.4: 74%|#######4 | 7433/10000 [07:44<02:34, 16.63it/s]
ELBO: -18143.4: 74%|#######4 | 7434/10000 [07:44<02:49, 15.12it/s]
ELBO: -18168.8: 74%|#######4 | 7434/10000 [07:44<02:49, 15.12it/s]
ELBO: -18110.4: 74%|#######4 | 7435/10000 [07:44<02:49, 15.12it/s]
ELBO: -18149.7: 74%|#######4 | 7436/10000 [07:44<02:49, 15.12it/s]
ELBO: -18149.7: 74%|#######4 | 7437/10000 [07:44<02:33, 16.72it/s]
ELBO: -18110.6: 74%|#######4 | 7437/10000 [07:44<02:33, 16.72it/s]
ELBO: -18161.7: 74%|#######4 | 7438/10000 [07:44<02:33, 16.72it/s]
ELBO: -18161.7: 74%|#######4 | 7439/10000 [07:44<02:47, 15.25it/s]
ELBO: -18173.4: 74%|#######4 | 7439/10000 [07:44<02:47, 15.25it/s]
ELBO: -18257.1: 74%|#######4 | 7440/10000 [07:44<02:47, 15.25it/s]
ELBO: -18149.5: 74%|#######4 | 7441/10000 [07:44<02:47, 15.25it/s]
ELBO: -18149.5: 74%|#######4 | 7442/10000 [07:44<02:53, 14.77it/s]
ELBO: -18152.8: 74%|#######4 | 7442/10000 [07:44<02:53, 14.77it/s]
ELBO: -18165.4: 74%|#######4 | 7443/10000 [07:45<02:53, 14.77it/s]
ELBO: -18122.4: 74%|#######4 | 7444/10000 [07:45<02:53, 14.77it/s]
ELBO: -18122.4: 74%|#######4 | 7445/10000 [07:45<02:36, 16.35it/s]
ELBO: -18094.7: 74%|#######4 | 7445/10000 [07:45<02:36, 16.35it/s]
ELBO: -18104.9: 74%|#######4 | 7446/10000 [07:45<02:36, 16.35it/s]
ELBO: -18104.9: 74%|#######4 | 7447/10000 [07:45<02:48, 15.12it/s]
ELBO: -18121.4: 74%|#######4 | 7447/10000 [07:45<02:48, 15.12it/s]
ELBO: -18239.7: 74%|#######4 | 7448/10000 [07:45<02:48, 15.12it/s]
ELBO: -18158.2: 74%|#######4 | 7449/10000 [07:45<02:48, 15.12it/s]
ELBO: -18158.2: 74%|#######4 | 7450/10000 [07:45<02:33, 16.64it/s]
ELBO: -18176.4: 74%|#######4 | 7450/10000 [07:45<02:33, 16.64it/s]
ELBO: -18145.9: 75%|#######4 | 7451/10000 [07:45<02:33, 16.64it/s]
ELBO: -18145.9: 75%|#######4 | 7452/10000 [07:45<02:47, 15.18it/s]
ELBO: -18133.3: 75%|#######4 | 7452/10000 [07:45<02:47, 15.18it/s]
ELBO: -18179.4: 75%|#######4 | 7453/10000 [07:45<02:47, 15.18it/s]
ELBO: -18160.9: 75%|#######4 | 7454/10000 [07:45<02:47, 15.18it/s]
ELBO: -18160.9: 75%|#######4 | 7455/10000 [07:45<02:31, 16.77it/s]
ELBO: -18130.1: 75%|#######4 | 7455/10000 [07:45<02:31, 16.77it/s]
ELBO: -18189.7: 75%|#######4 | 7456/10000 [07:45<02:31, 16.77it/s]
ELBO: -18189.7: 75%|#######4 | 7457/10000 [07:45<02:46, 15.29it/s]
ELBO: -18137.4: 75%|#######4 | 7457/10000 [07:45<02:46, 15.29it/s]
ELBO: -18151.7: 75%|#######4 | 7458/10000 [07:45<02:46, 15.29it/s]
ELBO: -18184.0: 75%|#######4 | 7459/10000 [07:46<02:46, 15.29it/s]
ELBO: -18184.0: 75%|#######4 | 7460/10000 [07:46<02:51, 14.77it/s]
ELBO: -18135.2: 75%|#######4 | 7460/10000 [07:46<02:51, 14.77it/s]
ELBO: -18157.8: 75%|#######4 | 7461/10000 [07:46<02:51, 14.77it/s]
ELBO: -18136.4: 75%|#######4 | 7462/10000 [07:46<02:51, 14.77it/s]
ELBO: -18136.4: 75%|#######4 | 7463/10000 [07:46<02:35, 16.32it/s]
ELBO: -18132.6: 75%|#######4 | 7463/10000 [07:46<02:35, 16.32it/s]
ELBO: -18125.2: 75%|#######4 | 7464/10000 [07:46<02:35, 16.32it/s]
ELBO: -18125.2: 75%|#######4 | 7465/10000 [07:46<02:48, 15.08it/s]
ELBO: -18175.9: 75%|#######4 | 7465/10000 [07:46<02:48, 15.08it/s]
ELBO: -18133.4: 75%|#######4 | 7466/10000 [07:46<02:48, 15.08it/s]
ELBO: -18205.0: 75%|#######4 | 7467/10000 [07:46<02:47, 15.08it/s]
ELBO: -18205.0: 75%|#######4 | 7468/10000 [07:46<02:33, 16.54it/s]
ELBO: -18164.0: 75%|#######4 | 7468/10000 [07:46<02:33, 16.54it/s]
ELBO: -18151.0: 75%|#######4 | 7469/10000 [07:46<02:32, 16.54it/s]
ELBO: -18151.0: 75%|#######4 | 7470/10000 [07:46<02:47, 15.14it/s]
ELBO: -18123.0: 75%|#######4 | 7470/10000 [07:46<02:47, 15.14it/s]
ELBO: -18156.0: 75%|#######4 | 7471/10000 [07:46<02:47, 15.14it/s]
ELBO: -18182.8: 75%|#######4 | 7472/10000 [07:46<02:47, 15.14it/s]
ELBO: -18182.8: 75%|#######4 | 7473/10000 [07:46<02:31, 16.71it/s]
ELBO: -18139.3: 75%|#######4 | 7473/10000 [07:46<02:31, 16.71it/s]
ELBO: -18164.8: 75%|#######4 | 7474/10000 [07:47<02:31, 16.71it/s]
ELBO: -18164.8: 75%|#######4 | 7475/10000 [07:47<02:45, 15.23it/s]
ELBO: -18220.8: 75%|#######4 | 7475/10000 [07:47<02:45, 15.23it/s]
ELBO: -18184.1: 75%|#######4 | 7476/10000 [07:47<02:45, 15.23it/s]
ELBO: -18189.8: 75%|#######4 | 7477/10000 [07:47<02:45, 15.23it/s]
ELBO: -18189.8: 75%|#######4 | 7478/10000 [07:47<02:52, 14.61it/s]
ELBO: -18188.7: 75%|#######4 | 7478/10000 [07:47<02:52, 14.61it/s]
ELBO: -18116.8: 75%|#######4 | 7479/10000 [07:47<02:52, 14.61it/s]
ELBO: -18169.2: 75%|#######4 | 7480/10000 [07:47<02:52, 14.61it/s]
ELBO: -18169.2: 75%|#######4 | 7481/10000 [07:47<02:35, 16.20it/s]
ELBO: -18118.6: 75%|#######4 | 7481/10000 [07:47<02:35, 16.20it/s]
ELBO: -18222.2: 75%|#######4 | 7482/10000 [07:47<02:35, 16.20it/s]
ELBO: -18222.2: 75%|#######4 | 7483/10000 [07:47<02:47, 14.99it/s]
ELBO: -18158.4: 75%|#######4 | 7483/10000 [07:47<02:47, 14.99it/s]
ELBO: -18127.7: 75%|#######4 | 7484/10000 [07:47<02:47, 14.99it/s]
ELBO: -18174.4: 75%|#######4 | 7485/10000 [07:47<02:47, 14.99it/s]
ELBO: -18174.4: 75%|#######4 | 7486/10000 [07:47<02:31, 16.57it/s]
ELBO: -18221.1: 75%|#######4 | 7486/10000 [07:47<02:31, 16.57it/s]
ELBO: -18143.6: 75%|#######4 | 7487/10000 [07:47<02:31, 16.57it/s]
ELBO: -18143.6: 75%|#######4 | 7488/10000 [07:47<02:45, 15.15it/s]
ELBO: -18146.8: 75%|#######4 | 7488/10000 [07:47<02:45, 15.15it/s]
ELBO: -18144.9: 75%|#######4 | 7489/10000 [07:47<02:45, 15.15it/s]
ELBO: -18176.5: 75%|#######4 | 7490/10000 [07:47<02:45, 15.15it/s]
ELBO: -18176.5: 75%|#######4 | 7491/10000 [07:47<02:29, 16.74it/s]
ELBO: -18142.8: 75%|#######4 | 7491/10000 [07:48<02:29, 16.74it/s]
ELBO: -18131.8: 75%|#######4 | 7492/10000 [07:48<02:29, 16.74it/s]
ELBO: -18131.8: 75%|#######4 | 7493/10000 [07:48<02:43, 15.31it/s]
ELBO: -18195.0: 75%|#######4 | 7493/10000 [07:48<02:43, 15.31it/s]
ELBO: -18133.8: 75%|#######4 | 7494/10000 [07:48<02:43, 15.31it/s]
ELBO: -18156.2: 75%|#######4 | 7495/10000 [07:48<02:43, 15.31it/s]
ELBO: -18156.2: 75%|#######4 | 7496/10000 [07:48<02:49, 14.75it/s]
ELBO: -18147.8: 75%|#######4 | 7496/10000 [07:48<02:49, 14.75it/s]
ELBO: -18168.7: 75%|#######4 | 7497/10000 [07:48<02:49, 14.75it/s]
ELBO: -18100.3: 75%|#######4 | 7498/10000 [07:48<02:49, 14.75it/s]
ELBO: -18100.3: 75%|#######4 | 7499/10000 [07:48<02:33, 16.30it/s]
ELBO: -18134.4: 75%|#######4 | 7499/10000 [07:48<02:33, 16.30it/s]
ELBO: -18149.3: 75%|#######5 | 7500/10000 [07:48<02:33, 16.30it/s]
ELBO: -18149.3: 75%|#######5 | 7501/10000 [07:48<02:46, 15.01it/s]
ELBO: -18201.0: 75%|#######5 | 7501/10000 [07:48<02:46, 15.01it/s]
ELBO: -18151.4: 75%|#######5 | 7502/10000 [07:48<02:46, 15.01it/s]
ELBO: -18167.8: 75%|#######5 | 7503/10000 [07:48<02:46, 15.01it/s]
ELBO: -18167.8: 75%|#######5 | 7504/10000 [07:48<02:30, 16.57it/s]
ELBO: -18153.0: 75%|#######5 | 7504/10000 [07:48<02:30, 16.57it/s]
ELBO: -18175.7: 75%|#######5 | 7505/10000 [07:48<02:30, 16.57it/s]
ELBO: -18175.7: 75%|#######5 | 7506/10000 [07:48<02:44, 15.12it/s]
ELBO: -18153.3: 75%|#######5 | 7506/10000 [07:49<02:44, 15.12it/s]
ELBO: -18144.3: 75%|#######5 | 7507/10000 [07:49<02:44, 15.12it/s]
ELBO: -18236.1: 75%|#######5 | 7508/10000 [07:49<02:44, 15.12it/s]
ELBO: -18236.1: 75%|#######5 | 7509/10000 [07:49<02:29, 16.66it/s]
ELBO: -18108.6: 75%|#######5 | 7509/10000 [07:49<02:29, 16.66it/s]
ELBO: -18152.8: 75%|#######5 | 7510/10000 [07:49<02:29, 16.66it/s]
ELBO: -18152.8: 75%|#######5 | 7511/10000 [07:49<02:43, 15.23it/s]
ELBO: -18140.4: 75%|#######5 | 7511/10000 [07:49<02:43, 15.23it/s]
ELBO: -18130.5: 75%|#######5 | 7512/10000 [07:49<02:43, 15.23it/s]
ELBO: -18092.8: 75%|#######5 | 7513/10000 [07:49<02:43, 15.23it/s]
ELBO: -18092.8: 75%|#######5 | 7514/10000 [07:49<02:48, 14.79it/s]
ELBO: -18190.5: 75%|#######5 | 7514/10000 [07:49<02:48, 14.79it/s]
ELBO: -18192.3: 75%|#######5 | 7515/10000 [07:49<02:47, 14.79it/s]
ELBO: -18109.2: 75%|#######5 | 7516/10000 [07:49<02:47, 14.79it/s]
ELBO: -18109.2: 75%|#######5 | 7517/10000 [07:49<02:31, 16.34it/s]
ELBO: -18145.8: 75%|#######5 | 7517/10000 [07:49<02:31, 16.34it/s]
ELBO: -18113.1: 75%|#######5 | 7518/10000 [07:49<02:31, 16.34it/s]
ELBO: -18113.1: 75%|#######5 | 7519/10000 [07:49<02:44, 15.07it/s]
ELBO: -18176.9: 75%|#######5 | 7519/10000 [07:49<02:44, 15.07it/s]
ELBO: -18135.7: 75%|#######5 | 7522/10000 [07:49<02:44, 15.07it/s]
ELBO: -18174.0: 75%|#######5 | 7523/10000 [07:49<02:44, 15.07it/s]
ELBO: -18174.0: 75%|#######5 | 7524/10000 [07:49<02:01, 20.38it/s]
ELBO: -18203.1: 75%|#######5 | 7524/10000 [07:50<02:01, 20.38it/s]
ELBO: -18141.6: 75%|#######5 | 7525/10000 [07:50<02:01, 20.38it/s]
ELBO: -18183.4: 75%|#######5 | 7526/10000 [07:50<02:01, 20.38it/s]
ELBO: -18183.4: 75%|#######5 | 7527/10000 [07:50<02:17, 18.01it/s]
ELBO: -18129.5: 75%|#######5 | 7527/10000 [07:50<02:17, 18.01it/s]
ELBO: -18141.6: 75%|#######5 | 7528/10000 [07:50<02:17, 18.01it/s]
ELBO: -18143.7: 75%|#######5 | 7529/10000 [07:50<02:17, 18.01it/s]
ELBO: -18143.7: 75%|#######5 | 7530/10000 [07:50<02:28, 16.68it/s]
ELBO: -18146.0: 75%|#######5 | 7530/10000 [07:50<02:28, 16.68it/s]
ELBO: -18164.1: 75%|#######5 | 7531/10000 [07:50<02:27, 16.68it/s]
ELBO: -18224.5: 75%|#######5 | 7532/10000 [07:50<02:27, 16.68it/s]
ELBO: -18224.5: 75%|#######5 | 7533/10000 [07:50<02:19, 17.71it/s]
ELBO: -18199.5: 75%|#######5 | 7533/10000 [07:50<02:19, 17.71it/s]
ELBO: -18128.5: 75%|#######5 | 7534/10000 [07:50<02:19, 17.71it/s]
ELBO: -18128.5: 75%|#######5 | 7535/10000 [07:50<02:33, 16.04it/s]
ELBO: -18174.5: 75%|#######5 | 7535/10000 [07:50<02:33, 16.04it/s]
ELBO: -18159.9: 75%|#######5 | 7536/10000 [07:50<02:33, 16.04it/s]
ELBO: -18179.4: 75%|#######5 | 7537/10000 [07:50<02:33, 16.04it/s]
ELBO: -18179.4: 75%|#######5 | 7538/10000 [07:50<02:22, 17.33it/s]
ELBO: -18144.2: 75%|#######5 | 7538/10000 [07:50<02:22, 17.33it/s]
ELBO: -18159.0: 75%|#######5 | 7539/10000 [07:51<02:21, 17.33it/s]
ELBO: -18159.0: 75%|#######5 | 7540/10000 [07:51<02:36, 15.76it/s]
ELBO: -18160.0: 75%|#######5 | 7540/10000 [07:51<02:36, 15.76it/s]
ELBO: -18121.5: 75%|#######5 | 7541/10000 [07:51<02:36, 15.76it/s]
ELBO: -18128.5: 75%|#######5 | 7542/10000 [07:51<02:35, 15.76it/s]
ELBO: -18128.5: 75%|#######5 | 7543/10000 [07:51<02:43, 15.04it/s]
ELBO: -18094.2: 75%|#######5 | 7543/10000 [07:51<02:43, 15.04it/s]
ELBO: -18144.2: 75%|#######5 | 7544/10000 [07:51<02:43, 15.04it/s]
ELBO: -18196.1: 75%|#######5 | 7545/10000 [07:51<02:43, 15.04it/s]
ELBO: -18196.1: 75%|#######5 | 7546/10000 [07:51<02:28, 16.47it/s]
ELBO: -18161.8: 75%|#######5 | 7546/10000 [07:51<02:28, 16.47it/s]
ELBO: -18152.5: 75%|#######5 | 7547/10000 [07:51<02:28, 16.47it/s]
ELBO: -18152.5: 75%|#######5 | 7548/10000 [07:51<02:42, 15.13it/s]
ELBO: -18089.3: 75%|#######5 | 7548/10000 [07:51<02:42, 15.13it/s]
ELBO: -18123.8: 75%|#######5 | 7549/10000 [07:51<02:41, 15.13it/s]
ELBO: -18161.1: 76%|#######5 | 7550/10000 [07:51<02:41, 15.13it/s]
ELBO: -18161.1: 76%|#######5 | 7551/10000 [07:51<02:26, 16.68it/s]
ELBO: -18101.0: 76%|#######5 | 7551/10000 [07:51<02:26, 16.68it/s]
ELBO: -18154.6: 76%|#######5 | 7552/10000 [07:51<02:26, 16.68it/s]
ELBO: -18154.6: 76%|#######5 | 7553/10000 [07:51<02:40, 15.22it/s]
ELBO: -18151.7: 76%|#######5 | 7553/10000 [07:51<02:40, 15.22it/s]
ELBO: -18166.1: 76%|#######5 | 7554/10000 [07:51<02:40, 15.22it/s]
ELBO: -18134.7: 76%|#######5 | 7555/10000 [07:52<02:40, 15.22it/s]
ELBO: -18134.7: 76%|#######5 | 7556/10000 [07:52<02:25, 16.77it/s]
ELBO: -18126.1: 76%|#######5 | 7556/10000 [07:52<02:25, 16.77it/s]
ELBO: -18147.0: 76%|#######5 | 7557/10000 [07:52<02:25, 16.77it/s]
ELBO: -18147.0: 76%|#######5 | 7558/10000 [07:52<02:39, 15.29it/s]
ELBO: -18149.3: 76%|#######5 | 7558/10000 [07:52<02:39, 15.29it/s]
ELBO: -18174.4: 76%|#######5 | 7559/10000 [07:52<02:39, 15.29it/s]
ELBO: -18154.6: 76%|#######5 | 7560/10000 [07:52<02:39, 15.29it/s]
ELBO: -18154.6: 76%|#######5 | 7561/10000 [07:52<02:44, 14.84it/s]
ELBO: -18105.6: 76%|#######5 | 7561/10000 [07:52<02:44, 14.84it/s]
ELBO: -18142.8: 76%|#######5 | 7562/10000 [07:52<02:44, 14.84it/s]
ELBO: -18101.4: 76%|#######5 | 7563/10000 [07:52<02:44, 14.84it/s]
ELBO: -18101.4: 76%|#######5 | 7564/10000 [07:52<02:28, 16.39it/s]
ELBO: -18075.7: 76%|#######5 | 7564/10000 [07:52<02:28, 16.39it/s]
ELBO: -18109.7: 76%|#######5 | 7565/10000 [07:52<02:28, 16.39it/s]
ELBO: -18109.7: 76%|#######5 | 7566/10000 [07:52<02:41, 15.11it/s]
ELBO: -18124.9: 76%|#######5 | 7566/10000 [07:52<02:41, 15.11it/s]
ELBO: -18094.2: 76%|#######5 | 7567/10000 [07:52<02:41, 15.11it/s]
ELBO: -18094.2: 76%|#######5 | 7568/10000 [07:52<02:32, 15.92it/s]
ELBO: -18118.3: 76%|#######5 | 7568/10000 [07:52<02:32, 15.92it/s]
ELBO: -18165.1: 76%|#######5 | 7569/10000 [07:52<02:32, 15.92it/s]
ELBO: -18165.1: 76%|#######5 | 7570/10000 [07:52<02:45, 14.64it/s]
ELBO: -18105.1: 76%|#######5 | 7570/10000 [07:53<02:45, 14.64it/s]
ELBO: -18159.8: 76%|#######5 | 7571/10000 [07:53<02:45, 14.64it/s]
ELBO: -18172.9: 76%|#######5 | 7572/10000 [07:53<02:45, 14.64it/s]
ELBO: -18172.9: 76%|#######5 | 7573/10000 [07:53<02:28, 16.38it/s]
ELBO: -18111.8: 76%|#######5 | 7573/10000 [07:53<02:28, 16.38it/s]
ELBO: -18141.2: 76%|#######5 | 7574/10000 [07:53<02:28, 16.38it/s]
ELBO: -18141.2: 76%|#######5 | 7575/10000 [07:53<02:42, 14.95it/s]
ELBO: -18180.1: 76%|#######5 | 7575/10000 [07:53<02:42, 14.95it/s]
ELBO: -18199.0: 76%|#######5 | 7576/10000 [07:53<02:42, 14.95it/s]
ELBO: -18185.2: 76%|#######5 | 7577/10000 [07:53<02:42, 14.95it/s]
ELBO: -18185.2: 76%|#######5 | 7578/10000 [07:53<02:26, 16.55it/s]
ELBO: -18141.5: 76%|#######5 | 7578/10000 [07:53<02:26, 16.55it/s]
ELBO: -18117.2: 76%|#######5 | 7579/10000 [07:53<02:26, 16.55it/s]
ELBO: -18117.2: 76%|#######5 | 7580/10000 [07:53<02:40, 15.09it/s]
ELBO: -18118.1: 76%|#######5 | 7580/10000 [07:53<02:40, 15.09it/s]
ELBO: -18112.7: 76%|#######5 | 7581/10000 [07:53<02:40, 15.09it/s]
ELBO: -18086.7: 76%|#######5 | 7582/10000 [07:53<02:40, 15.09it/s]
ELBO: -18086.7: 76%|#######5 | 7583/10000 [07:53<02:24, 16.71it/s]
ELBO: -18117.0: 76%|#######5 | 7583/10000 [07:53<02:24, 16.71it/s]
ELBO: -18104.2: 76%|#######5 | 7584/10000 [07:53<02:24, 16.71it/s]
ELBO: -18104.2: 76%|#######5 | 7585/10000 [07:53<02:38, 15.28it/s]
ELBO: -18124.3: 76%|#######5 | 7585/10000 [07:53<02:38, 15.28it/s]
ELBO: -18160.0: 76%|#######5 | 7586/10000 [07:53<02:38, 15.28it/s]
ELBO: -18110.1: 76%|#######5 | 7587/10000 [07:54<02:37, 15.28it/s]
ELBO: -18110.1: 76%|#######5 | 7588/10000 [07:54<02:43, 14.79it/s]
ELBO: -18149.7: 76%|#######5 | 7588/10000 [07:54<02:43, 14.79it/s]
ELBO: -18140.2: 76%|#######5 | 7589/10000 [07:54<02:43, 14.79it/s]
ELBO: -18152.7: 76%|#######5 | 7590/10000 [07:54<02:42, 14.79it/s]
ELBO: -18152.7: 76%|#######5 | 7591/10000 [07:54<02:27, 16.37it/s]
ELBO: -18145.8: 76%|#######5 | 7591/10000 [07:54<02:27, 16.37it/s]
ELBO: -18151.3: 76%|#######5 | 7592/10000 [07:54<02:27, 16.37it/s]
ELBO: -18151.3: 76%|#######5 | 7593/10000 [07:54<02:39, 15.08it/s]
ELBO: -18148.3: 76%|#######5 | 7593/10000 [07:54<02:39, 15.08it/s]
ELBO: -18134.7: 76%|#######5 | 7594/10000 [07:54<02:39, 15.08it/s]
ELBO: -18174.3: 76%|#######5 | 7595/10000 [07:54<02:39, 15.08it/s]
ELBO: -18174.3: 76%|#######5 | 7596/10000 [07:54<02:25, 16.57it/s]
ELBO: -18144.7: 76%|#######5 | 7596/10000 [07:54<02:25, 16.57it/s]
ELBO: -18117.1: 76%|#######5 | 7597/10000 [07:54<02:24, 16.57it/s]
ELBO: -18117.1: 76%|#######5 | 7598/10000 [07:54<02:39, 15.10it/s]
ELBO: -18091.8: 76%|#######5 | 7598/10000 [07:54<02:39, 15.10it/s]
ELBO: -18154.6: 76%|#######5 | 7599/10000 [07:54<02:38, 15.10it/s]
ELBO: -18109.1: 76%|#######6 | 7600/10000 [07:54<02:38, 15.10it/s]
ELBO: -18109.1: 76%|#######6 | 7601/10000 [07:54<02:23, 16.69it/s]
ELBO: -18164.5: 76%|#######6 | 7601/10000 [07:55<02:23, 16.69it/s]
ELBO: -18181.3: 76%|#######6 | 7602/10000 [07:55<02:23, 16.69it/s]
ELBO: -18181.3: 76%|#######6 | 7603/10000 [07:55<02:37, 15.23it/s]
ELBO: -18168.0: 76%|#######6 | 7603/10000 [07:55<02:37, 15.23it/s]
ELBO: -18116.4: 76%|#######6 | 7604/10000 [07:55<02:37, 15.23it/s]
ELBO: -18175.3: 76%|#######6 | 7605/10000 [07:55<02:37, 15.23it/s]
ELBO: -18175.3: 76%|#######6 | 7606/10000 [07:55<02:43, 14.64it/s]
ELBO: -18144.2: 76%|#######6 | 7606/10000 [07:55<02:43, 14.64it/s]
ELBO: -18151.7: 76%|#######6 | 7607/10000 [07:55<02:43, 14.64it/s]
ELBO: -18114.7: 76%|#######6 | 7608/10000 [07:55<02:43, 14.64it/s]
ELBO: -18114.7: 76%|#######6 | 7609/10000 [07:55<02:27, 16.23it/s]
ELBO: -18103.0: 76%|#######6 | 7609/10000 [07:55<02:27, 16.23it/s]
ELBO: -18111.9: 76%|#######6 | 7610/10000 [07:55<02:27, 16.23it/s]
ELBO: -18111.9: 76%|#######6 | 7611/10000 [07:55<02:39, 14.97it/s]
ELBO: -18121.2: 76%|#######6 | 7611/10000 [07:55<02:39, 14.97it/s]
ELBO: -18124.5: 76%|#######6 | 7612/10000 [07:55<02:39, 14.97it/s]
ELBO: -18142.2: 76%|#######6 | 7613/10000 [07:55<02:39, 14.97it/s]
ELBO: -18142.2: 76%|#######6 | 7614/10000 [07:55<02:24, 16.51it/s]
ELBO: -18147.4: 76%|#######6 | 7614/10000 [07:55<02:24, 16.51it/s]
ELBO: -18147.0: 76%|#######6 | 7615/10000 [07:55<02:24, 16.51it/s]
ELBO: -18147.0: 76%|#######6 | 7616/10000 [07:55<02:38, 15.06it/s]
ELBO: -18132.2: 76%|#######6 | 7616/10000 [07:55<02:38, 15.06it/s]
ELBO: -18190.5: 76%|#######6 | 7617/10000 [07:55<02:38, 15.06it/s]
ELBO: -18077.1: 76%|#######6 | 7618/10000 [07:56<02:38, 15.06it/s]
ELBO: -18077.1: 76%|#######6 | 7619/10000 [07:56<02:23, 16.56it/s]
ELBO: -18136.6: 76%|#######6 | 7619/10000 [07:56<02:23, 16.56it/s]
ELBO: -18124.6: 76%|#######6 | 7620/10000 [07:56<02:23, 16.56it/s]
ELBO: -18124.6: 76%|#######6 | 7621/10000 [07:56<02:38, 15.05it/s]
ELBO: -18134.8: 76%|#######6 | 7621/10000 [07:56<02:38, 15.05it/s]
ELBO: -18118.5: 76%|#######6 | 7622/10000 [07:56<02:37, 15.05it/s]
ELBO: -18156.7: 76%|#######6 | 7623/10000 [07:56<02:37, 15.05it/s]
ELBO: -18156.7: 76%|#######6 | 7624/10000 [07:56<02:42, 14.65it/s]
ELBO: -18133.5: 76%|#######6 | 7624/10000 [07:56<02:42, 14.65it/s]
ELBO: -18084.3: 76%|#######6 | 7625/10000 [07:56<02:42, 14.65it/s]
ELBO: -18128.0: 76%|#######6 | 7626/10000 [07:56<02:42, 14.65it/s]
ELBO: -18128.0: 76%|#######6 | 7627/10000 [07:56<02:26, 16.25it/s]
ELBO: -18144.9: 76%|#######6 | 7627/10000 [07:56<02:26, 16.25it/s]
ELBO: -18186.4: 76%|#######6 | 7628/10000 [07:56<02:25, 16.25it/s]
ELBO: -18186.4: 76%|#######6 | 7629/10000 [07:56<02:38, 15.00it/s]
ELBO: -18094.5: 76%|#######6 | 7629/10000 [07:56<02:38, 15.00it/s]
ELBO: -18092.1: 76%|#######6 | 7630/10000 [07:56<02:37, 15.00it/s]
ELBO: -18122.2: 76%|#######6 | 7631/10000 [07:56<02:37, 15.00it/s]
ELBO: -18122.2: 76%|#######6 | 7632/10000 [07:56<02:22, 16.57it/s]
ELBO: -18193.8: 76%|#######6 | 7632/10000 [07:56<02:22, 16.57it/s]
ELBO: -18123.0: 76%|#######6 | 7633/10000 [07:57<02:22, 16.57it/s]
ELBO: -18123.0: 76%|#######6 | 7634/10000 [07:57<02:36, 15.12it/s]
ELBO: -18147.2: 76%|#######6 | 7634/10000 [07:57<02:36, 15.12it/s]
ELBO: -18106.0: 76%|#######6 | 7635/10000 [07:57<02:36, 15.12it/s]
ELBO: -18155.8: 76%|#######6 | 7636/10000 [07:57<02:36, 15.12it/s]
ELBO: -18155.8: 76%|#######6 | 7637/10000 [07:57<02:22, 16.56it/s]
ELBO: -18082.7: 76%|#######6 | 7637/10000 [07:57<02:22, 16.56it/s]
ELBO: -18136.8: 76%|#######6 | 7638/10000 [07:57<02:22, 16.56it/s]
ELBO: -18136.8: 76%|#######6 | 7639/10000 [07:57<02:35, 15.16it/s]
ELBO: -18105.9: 76%|#######6 | 7639/10000 [07:57<02:35, 15.16it/s]
ELBO: -18139.5: 76%|#######6 | 7640/10000 [07:57<02:35, 15.16it/s]
ELBO: -18139.1: 76%|#######6 | 7641/10000 [07:57<02:35, 15.16it/s]
ELBO: -18139.1: 76%|#######6 | 7642/10000 [07:57<02:40, 14.69it/s]
ELBO: -18095.5: 76%|#######6 | 7642/10000 [07:57<02:40, 14.69it/s]
ELBO: -18113.3: 76%|#######6 | 7643/10000 [07:57<02:40, 14.69it/s]
ELBO: -18158.8: 76%|#######6 | 7644/10000 [07:57<02:40, 14.69it/s]
ELBO: -18158.8: 76%|#######6 | 7645/10000 [07:57<02:24, 16.26it/s]
ELBO: -18109.9: 76%|#######6 | 7645/10000 [07:57<02:24, 16.26it/s]
ELBO: -18183.8: 76%|#######6 | 7646/10000 [07:57<02:24, 16.26it/s]
ELBO: -18183.8: 76%|#######6 | 7647/10000 [07:57<02:36, 15.02it/s]
ELBO: -18116.9: 76%|#######6 | 7647/10000 [07:57<02:36, 15.02it/s]
ELBO: -18123.9: 76%|#######6 | 7648/10000 [07:57<02:36, 15.02it/s]
ELBO: -18154.2: 76%|#######6 | 7649/10000 [07:58<02:36, 15.02it/s]
ELBO: -18154.2: 76%|#######6 | 7650/10000 [07:58<02:21, 16.60it/s]
ELBO: -18149.4: 76%|#######6 | 7650/10000 [07:58<02:21, 16.60it/s]
ELBO: -18094.2: 77%|#######6 | 7651/10000 [07:58<02:21, 16.60it/s]
ELBO: -18094.2: 77%|#######6 | 7652/10000 [07:58<02:35, 15.08it/s]
ELBO: -18054.0: 77%|#######6 | 7652/10000 [07:58<02:35, 15.08it/s]
ELBO: -18141.1: 77%|#######6 | 7653/10000 [07:58<02:35, 15.08it/s]
ELBO: -18161.4: 77%|#######6 | 7654/10000 [07:58<02:35, 15.08it/s]
ELBO: -18161.4: 77%|#######6 | 7655/10000 [07:58<02:20, 16.66it/s]
ELBO: -18090.2: 77%|#######6 | 7655/10000 [07:58<02:20, 16.66it/s]
ELBO: -18129.1: 77%|#######6 | 7656/10000 [07:58<02:20, 16.66it/s]
ELBO: -18129.1: 77%|#######6 | 7657/10000 [07:58<02:34, 15.21it/s]
ELBO: -18168.7: 77%|#######6 | 7657/10000 [07:58<02:34, 15.21it/s]
ELBO: -18132.3: 77%|#######6 | 7658/10000 [07:58<02:34, 15.21it/s]
ELBO: -18121.8: 77%|#######6 | 7659/10000 [07:58<02:33, 15.21it/s]
ELBO: -18121.8: 77%|#######6 | 7660/10000 [07:58<02:38, 14.76it/s]
ELBO: -18095.8: 77%|#######6 | 7660/10000 [07:58<02:38, 14.76it/s]
ELBO: -18110.2: 77%|#######6 | 7661/10000 [07:58<02:38, 14.76it/s]
ELBO: -18129.7: 77%|#######6 | 7662/10000 [07:58<02:38, 14.76it/s]
ELBO: -18129.7: 77%|#######6 | 7663/10000 [07:58<02:23, 16.34it/s]
ELBO: -18107.6: 77%|#######6 | 7663/10000 [07:58<02:23, 16.34it/s]
ELBO: -18182.8: 77%|#######6 | 7664/10000 [07:59<02:23, 16.34it/s]
ELBO: -18182.8: 77%|#######6 | 7665/10000 [07:59<02:35, 15.05it/s]
ELBO: -18135.2: 77%|#######6 | 7665/10000 [07:59<02:35, 15.05it/s]
ELBO: -18132.7: 77%|#######6 | 7666/10000 [07:59<02:35, 15.05it/s]
ELBO: -18076.9: 77%|#######6 | 7667/10000 [07:59<02:35, 15.05it/s]
ELBO: -18076.9: 77%|#######6 | 7668/10000 [07:59<02:20, 16.56it/s]
ELBO: -18108.0: 77%|#######6 | 7668/10000 [07:59<02:20, 16.56it/s]
ELBO: -18059.3: 77%|#######6 | 7669/10000 [07:59<02:20, 16.56it/s]
ELBO: -18059.3: 77%|#######6 | 7670/10000 [07:59<02:34, 15.10it/s]
ELBO: -18106.4: 77%|#######6 | 7670/10000 [07:59<02:34, 15.10it/s]
ELBO: -18121.5: 77%|#######6 | 7671/10000 [07:59<02:34, 15.10it/s]
ELBO: -18127.7: 77%|#######6 | 7672/10000 [07:59<02:34, 15.10it/s]
ELBO: -18127.7: 77%|#######6 | 7673/10000 [07:59<02:19, 16.67it/s]
ELBO: -18128.6: 77%|#######6 | 7673/10000 [07:59<02:19, 16.67it/s]
ELBO: -18099.0: 77%|#######6 | 7674/10000 [07:59<02:19, 16.67it/s]
ELBO: -18099.0: 77%|#######6 | 7675/10000 [07:59<02:32, 15.25it/s]
ELBO: -18076.4: 77%|#######6 | 7675/10000 [07:59<02:32, 15.25it/s]
ELBO: -18111.1: 77%|#######6 | 7676/10000 [07:59<02:32, 15.25it/s]
ELBO: -18078.1: 77%|#######6 | 7677/10000 [07:59<02:32, 15.25it/s]
ELBO: -18078.1: 77%|#######6 | 7678/10000 [07:59<02:37, 14.77it/s]
ELBO: -18078.2: 77%|#######6 | 7678/10000 [07:59<02:37, 14.77it/s]
ELBO: -18116.4: 77%|#######6 | 7679/10000 [07:59<02:37, 14.77it/s]
ELBO: -18107.3: 77%|#######6 | 7680/10000 [08:00<02:37, 14.77it/s]
ELBO: -18107.3: 77%|#######6 | 7681/10000 [08:00<02:21, 16.34it/s]
ELBO: -18103.7: 77%|#######6 | 7681/10000 [08:00<02:21, 16.34it/s]
ELBO: -18131.5: 77%|#######6 | 7682/10000 [08:00<02:21, 16.34it/s]
ELBO: -18131.5: 77%|#######6 | 7683/10000 [08:00<02:35, 14.90it/s]
ELBO: -18133.8: 77%|#######6 | 7683/10000 [08:00<02:35, 14.90it/s]
ELBO: -18088.7: 77%|#######6 | 7684/10000 [08:00<02:35, 14.90it/s]
ELBO: -18081.9: 77%|#######6 | 7685/10000 [08:00<02:35, 14.90it/s]
ELBO: -18081.9: 77%|#######6 | 7686/10000 [08:00<02:20, 16.49it/s]
ELBO: -18105.1: 77%|#######6 | 7686/10000 [08:00<02:20, 16.49it/s]
ELBO: -18099.3: 77%|#######6 | 7687/10000 [08:00<02:20, 16.49it/s]
ELBO: -18099.3: 77%|#######6 | 7688/10000 [08:00<02:33, 15.04it/s]
ELBO: -18091.8: 77%|#######6 | 7688/10000 [08:00<02:33, 15.04it/s]
ELBO: -18143.2: 77%|#######6 | 7689/10000 [08:00<02:33, 15.04it/s]
ELBO: -18121.3: 77%|#######6 | 7690/10000 [08:00<02:33, 15.04it/s]
ELBO: -18121.3: 77%|#######6 | 7691/10000 [08:00<02:19, 16.60it/s]
ELBO: -18099.7: 77%|#######6 | 7691/10000 [08:00<02:19, 16.60it/s]
ELBO: -18110.7: 77%|#######6 | 7692/10000 [08:00<02:19, 16.60it/s]
ELBO: -18110.7: 77%|#######6 | 7693/10000 [08:00<02:32, 15.17it/s]
ELBO: -18089.8: 77%|#######6 | 7693/10000 [08:00<02:32, 15.17it/s]
ELBO: -18064.4: 77%|#######6 | 7696/10000 [08:00<02:31, 15.17it/s]
ELBO: -18139.0: 77%|#######6 | 7697/10000 [08:01<02:31, 15.17it/s]
ELBO: -18139.0: 77%|#######6 | 7698/10000 [08:01<02:07, 18.09it/s]
ELBO: -18101.0: 77%|#######6 | 7698/10000 [08:01<02:07, 18.09it/s]
ELBO: -18159.6: 77%|#######6 | 7699/10000 [08:01<02:07, 18.09it/s]
ELBO: -18121.2: 77%|#######7 | 7700/10000 [08:01<02:07, 18.09it/s]
ELBO: -18121.2: 77%|#######7 | 7701/10000 [08:01<02:02, 18.74it/s]
ELBO: -18118.8: 77%|#######7 | 7701/10000 [08:01<02:02, 18.74it/s]
ELBO: -18144.2: 77%|#######7 | 7702/10000 [08:01<02:02, 18.74it/s]
ELBO: -18144.2: 77%|#######7 | 7703/10000 [08:01<02:17, 16.71it/s]
ELBO: -18125.9: 77%|#######7 | 7703/10000 [08:01<02:17, 16.71it/s]
ELBO: -18100.3: 77%|#######7 | 7704/10000 [08:01<02:17, 16.71it/s]
ELBO: -18064.3: 77%|#######7 | 7705/10000 [08:01<02:17, 16.71it/s]
ELBO: -18064.3: 77%|#######7 | 7706/10000 [08:01<02:09, 17.77it/s]
ELBO: -18092.2: 77%|#######7 | 7706/10000 [08:01<02:09, 17.77it/s]
ELBO: -18069.2: 77%|#######7 | 7707/10000 [08:01<02:09, 17.77it/s]
ELBO: -18069.2: 77%|#######7 | 7708/10000 [08:01<02:23, 15.93it/s]
ELBO: -18123.5: 77%|#######7 | 7708/10000 [08:01<02:23, 15.93it/s]
ELBO: -18131.4: 77%|#######7 | 7709/10000 [08:01<02:23, 15.93it/s]
ELBO: -18156.5: 77%|#######7 | 7710/10000 [08:01<02:23, 15.93it/s]
ELBO: -18156.5: 77%|#######7 | 7711/10000 [08:01<02:13, 17.18it/s]
ELBO: -18123.5: 77%|#######7 | 7711/10000 [08:01<02:13, 17.18it/s]
ELBO: -18094.4: 77%|#######7 | 7712/10000 [08:01<02:13, 17.18it/s]
ELBO: -18094.4: 77%|#######7 | 7713/10000 [08:01<02:27, 15.55it/s]
ELBO: -18118.4: 77%|#######7 | 7713/10000 [08:02<02:27, 15.55it/s]
ELBO: -18132.6: 77%|#######7 | 7714/10000 [08:02<02:26, 15.55it/s]
ELBO: -18163.8: 77%|#######7 | 7715/10000 [08:02<02:26, 15.55it/s]
ELBO: -18163.8: 77%|#######7 | 7716/10000 [08:02<02:33, 14.84it/s]
ELBO: -18155.8: 77%|#######7 | 7716/10000 [08:02<02:33, 14.84it/s]
ELBO: -18119.3: 77%|#######7 | 7717/10000 [08:02<02:33, 14.84it/s]
ELBO: -18091.3: 77%|#######7 | 7718/10000 [08:02<02:33, 14.84it/s]
ELBO: -18091.3: 77%|#######7 | 7719/10000 [08:02<02:19, 16.39it/s]
ELBO: -18097.9: 77%|#######7 | 7719/10000 [08:02<02:19, 16.39it/s]
ELBO: -18092.9: 77%|#######7 | 7720/10000 [08:02<02:19, 16.39it/s]
ELBO: -18092.9: 77%|#######7 | 7721/10000 [08:02<02:30, 15.11it/s]
ELBO: -18110.7: 77%|#######7 | 7721/10000 [08:02<02:30, 15.11it/s]
ELBO: -18093.2: 77%|#######7 | 7722/10000 [08:02<02:30, 15.11it/s]
ELBO: -18123.5: 77%|#######7 | 7723/10000 [08:02<02:30, 15.11it/s]
ELBO: -18123.5: 77%|#######7 | 7724/10000 [08:02<02:16, 16.65it/s]
ELBO: -18088.2: 77%|#######7 | 7724/10000 [08:02<02:16, 16.65it/s]
ELBO: -18097.2: 77%|#######7 | 7725/10000 [08:02<02:16, 16.65it/s]
ELBO: -18097.2: 77%|#######7 | 7726/10000 [08:02<02:29, 15.17it/s]
ELBO: -18052.4: 77%|#######7 | 7726/10000 [08:02<02:29, 15.17it/s]
ELBO: -18122.1: 77%|#######7 | 7727/10000 [08:02<02:29, 15.17it/s]
ELBO: -18080.1: 77%|#######7 | 7728/10000 [08:02<02:29, 15.17it/s]
ELBO: -18080.1: 77%|#######7 | 7729/10000 [08:02<02:15, 16.72it/s]
ELBO: -18149.6: 77%|#######7 | 7729/10000 [08:03<02:15, 16.72it/s]
ELBO: -18138.5: 77%|#######7 | 7730/10000 [08:03<02:15, 16.72it/s]
ELBO: -18138.5: 77%|#######7 | 7731/10000 [08:03<02:29, 15.17it/s]
ELBO: -18159.3: 77%|#######7 | 7731/10000 [08:03<02:29, 15.17it/s]
ELBO: -18044.2: 77%|#######7 | 7732/10000 [08:03<02:29, 15.17it/s]
ELBO: -18082.4: 77%|#######7 | 7733/10000 [08:03<02:29, 15.17it/s]
ELBO: -18082.4: 77%|#######7 | 7734/10000 [08:03<02:34, 14.70it/s]
ELBO: -18096.4: 77%|#######7 | 7734/10000 [08:03<02:34, 14.70it/s]
ELBO: -18093.3: 77%|#######7 | 7735/10000 [08:03<02:34, 14.70it/s]
ELBO: -18092.9: 77%|#######7 | 7736/10000 [08:03<02:34, 14.70it/s]
ELBO: -18092.9: 77%|#######7 | 7737/10000 [08:03<02:18, 16.30it/s]
ELBO: -18065.1: 77%|#######7 | 7737/10000 [08:03<02:18, 16.30it/s]
ELBO: -18127.3: 77%|#######7 | 7738/10000 [08:03<02:18, 16.30it/s]
ELBO: -18127.3: 77%|#######7 | 7739/10000 [08:03<02:30, 15.03it/s]
ELBO: -18154.2: 77%|#######7 | 7739/10000 [08:03<02:30, 15.03it/s]
ELBO: -18086.6: 77%|#######7 | 7740/10000 [08:03<02:30, 15.03it/s]
ELBO: -18085.5: 77%|#######7 | 7741/10000 [08:03<02:30, 15.03it/s]
ELBO: -18085.5: 77%|#######7 | 7742/10000 [08:03<02:15, 16.62it/s]
ELBO: -18079.6: 77%|#######7 | 7742/10000 [08:03<02:15, 16.62it/s]
ELBO: -18118.8: 77%|#######7 | 7743/10000 [08:03<02:15, 16.62it/s]
ELBO: -18118.8: 77%|#######7 | 7744/10000 [08:03<02:28, 15.18it/s]
ELBO: -18134.0: 77%|#######7 | 7744/10000 [08:04<02:28, 15.18it/s]
ELBO: -18190.9: 77%|#######7 | 7745/10000 [08:04<02:28, 15.18it/s]
ELBO: -18094.0: 77%|#######7 | 7746/10000 [08:04<02:28, 15.18it/s]
ELBO: -18094.0: 77%|#######7 | 7747/10000 [08:04<02:15, 16.66it/s]
ELBO: -18031.9: 77%|#######7 | 7747/10000 [08:04<02:15, 16.66it/s]
ELBO: -18104.7: 77%|#######7 | 7748/10000 [08:04<02:15, 16.66it/s]
ELBO: -18104.7: 77%|#######7 | 7749/10000 [08:04<02:29, 15.07it/s]
ELBO: -18033.6: 77%|#######7 | 7749/10000 [08:04<02:29, 15.07it/s]
ELBO: -18084.9: 78%|#######7 | 7750/10000 [08:04<02:29, 15.07it/s]
ELBO: -18135.4: 78%|#######7 | 7751/10000 [08:04<02:29, 15.07it/s]
ELBO: -18135.4: 78%|#######7 | 7752/10000 [08:04<02:33, 14.64it/s]
ELBO: -18094.8: 78%|#######7 | 7752/10000 [08:04<02:33, 14.64it/s]
ELBO: -18056.0: 78%|#######7 | 7753/10000 [08:04<02:33, 14.64it/s]
ELBO: -18109.6: 78%|#######7 | 7754/10000 [08:04<02:33, 14.64it/s]
ELBO: -18109.6: 78%|#######7 | 7755/10000 [08:04<02:18, 16.24it/s]
ELBO: -18083.3: 78%|#######7 | 7755/10000 [08:04<02:18, 16.24it/s]
ELBO: -18145.0: 78%|#######7 | 7756/10000 [08:04<02:18, 16.24it/s]
ELBO: -18145.0: 78%|#######7 | 7757/10000 [08:04<02:29, 15.01it/s]
ELBO: -18081.7: 78%|#######7 | 7757/10000 [08:04<02:29, 15.01it/s]
ELBO: -18096.4: 78%|#######7 | 7758/10000 [08:04<02:29, 15.01it/s]
ELBO: -18129.6: 78%|#######7 | 7759/10000 [08:04<02:29, 15.01it/s]
ELBO: -18129.6: 78%|#######7 | 7760/10000 [08:04<02:15, 16.57it/s]
ELBO: -18129.4: 78%|#######7 | 7760/10000 [08:05<02:15, 16.57it/s]
ELBO: -18134.3: 78%|#######7 | 7761/10000 [08:05<02:15, 16.57it/s]
ELBO: -18134.3: 78%|#######7 | 7762/10000 [08:05<02:27, 15.16it/s]
ELBO: -18072.2: 78%|#######7 | 7762/10000 [08:05<02:27, 15.16it/s]
ELBO: -18105.3: 78%|#######7 | 7763/10000 [08:05<02:27, 15.16it/s]
ELBO: -18076.9: 78%|#######7 | 7764/10000 [08:05<02:27, 15.16it/s]
ELBO: -18076.9: 78%|#######7 | 7765/10000 [08:05<02:13, 16.72it/s]
ELBO: -18072.9: 78%|#######7 | 7765/10000 [08:05<02:13, 16.72it/s]
ELBO: -18105.2: 78%|#######7 | 7766/10000 [08:05<02:13, 16.72it/s]
ELBO: -18105.2: 78%|#######7 | 7767/10000 [08:05<02:26, 15.25it/s]
ELBO: -18095.1: 78%|#######7 | 7767/10000 [08:05<02:26, 15.25it/s]
ELBO: -18109.9: 78%|#######7 | 7768/10000 [08:05<02:26, 15.25it/s]
ELBO: -18108.1: 78%|#######7 | 7769/10000 [08:05<02:26, 15.25it/s]
ELBO: -18108.1: 78%|#######7 | 7770/10000 [08:05<02:31, 14.71it/s]
ELBO: -18092.8: 78%|#######7 | 7770/10000 [08:05<02:31, 14.71it/s]
ELBO: -18135.9: 78%|#######7 | 7771/10000 [08:05<02:31, 14.71it/s]
ELBO: -18140.9: 78%|#######7 | 7772/10000 [08:05<02:31, 14.71it/s]
ELBO: -18140.9: 78%|#######7 | 7773/10000 [08:05<02:16, 16.26it/s]
ELBO: -18190.1: 78%|#######7 | 7773/10000 [08:05<02:16, 16.26it/s]
ELBO: -18060.5: 78%|#######7 | 7774/10000 [08:05<02:16, 16.26it/s]
ELBO: -18060.5: 78%|#######7 | 7775/10000 [08:05<02:28, 14.98it/s]
ELBO: -18109.3: 78%|#######7 | 7775/10000 [08:06<02:28, 14.98it/s]
ELBO: -18085.1: 78%|#######7 | 7776/10000 [08:06<02:28, 14.98it/s]
ELBO: -18085.1: 78%|#######7 | 7777/10000 [08:06<02:19, 15.92it/s]
ELBO: -18057.8: 78%|#######7 | 7777/10000 [08:06<02:19, 15.92it/s]
ELBO: -18103.1: 78%|#######7 | 7778/10000 [08:06<02:19, 15.92it/s]
ELBO: -18103.1: 78%|#######7 | 7779/10000 [08:06<02:32, 14.53it/s]
ELBO: -18075.5: 78%|#######7 | 7779/10000 [08:06<02:32, 14.53it/s]
ELBO: -18098.7: 78%|#######7 | 7780/10000 [08:06<02:32, 14.53it/s]
ELBO: -18070.2: 78%|#######7 | 7781/10000 [08:06<02:32, 14.53it/s]
ELBO: -18070.2: 78%|#######7 | 7782/10000 [08:06<02:16, 16.27it/s]
ELBO: -18074.3: 78%|#######7 | 7782/10000 [08:06<02:16, 16.27it/s]
ELBO: -18094.2: 78%|#######7 | 7783/10000 [08:06<02:16, 16.27it/s]
ELBO: -18094.2: 78%|#######7 | 7784/10000 [08:06<02:28, 14.88it/s]
ELBO: -18135.3: 78%|#######7 | 7784/10000 [08:06<02:28, 14.88it/s]
ELBO: -18091.4: 78%|#######7 | 7785/10000 [08:06<02:28, 14.88it/s]
ELBO: -18115.2: 78%|#######7 | 7786/10000 [08:06<02:28, 14.88it/s]
ELBO: -18115.2: 78%|#######7 | 7787/10000 [08:06<02:13, 16.59it/s]
ELBO: -18082.5: 78%|#######7 | 7787/10000 [08:06<02:13, 16.59it/s]
ELBO: -18072.1: 78%|#######7 | 7788/10000 [08:06<02:13, 16.59it/s]
ELBO: -18072.1: 78%|#######7 | 7789/10000 [08:06<02:26, 15.11it/s]
ELBO: -18173.2: 78%|#######7 | 7789/10000 [08:06<02:26, 15.11it/s]
ELBO: -18035.3: 78%|#######7 | 7790/10000 [08:06<02:26, 15.11it/s]
ELBO: -18066.3: 78%|#######7 | 7791/10000 [08:07<02:26, 15.11it/s]
ELBO: -18066.3: 78%|#######7 | 7792/10000 [08:07<02:12, 16.66it/s]
ELBO: -18052.0: 78%|#######7 | 7792/10000 [08:07<02:12, 16.66it/s]
ELBO: -18061.4: 78%|#######7 | 7793/10000 [08:07<02:12, 16.66it/s]
ELBO: -18061.4: 78%|#######7 | 7794/10000 [08:07<02:25, 15.13it/s]
ELBO: -18043.1: 78%|#######7 | 7794/10000 [08:07<02:25, 15.13it/s]
ELBO: -18083.0: 78%|#######7 | 7795/10000 [08:07<02:25, 15.13it/s]
ELBO: -18076.9: 78%|#######7 | 7796/10000 [08:07<02:25, 15.13it/s]
ELBO: -18076.9: 78%|#######7 | 7797/10000 [08:07<02:30, 14.66it/s]
ELBO: -18101.3: 78%|#######7 | 7797/10000 [08:07<02:30, 14.66it/s]
ELBO: -18102.2: 78%|#######7 | 7798/10000 [08:07<02:30, 14.66it/s]
ELBO: -18099.0: 78%|#######7 | 7799/10000 [08:07<02:30, 14.66it/s]
ELBO: -18099.0: 78%|#######8 | 7800/10000 [08:07<02:15, 16.26it/s]
ELBO: -18049.4: 78%|#######8 | 7800/10000 [08:07<02:15, 16.26it/s]
ELBO: -18080.6: 78%|#######8 | 7801/10000 [08:07<02:15, 16.26it/s]
ELBO: -18080.6: 78%|#######8 | 7802/10000 [08:07<02:26, 14.97it/s]
ELBO: -18084.3: 78%|#######8 | 7802/10000 [08:07<02:26, 14.97it/s]
ELBO: -18150.0: 78%|#######8 | 7803/10000 [08:07<02:26, 14.97it/s]
ELBO: -18072.6: 78%|#######8 | 7804/10000 [08:07<02:26, 14.97it/s]
ELBO: -18072.6: 78%|#######8 | 7805/10000 [08:07<02:12, 16.51it/s]
ELBO: -18138.2: 78%|#######8 | 7805/10000 [08:07<02:12, 16.51it/s]
ELBO: -18056.4: 78%|#######8 | 7806/10000 [08:08<02:12, 16.51it/s]
ELBO: -18056.4: 78%|#######8 | 7807/10000 [08:08<02:25, 15.09it/s]
ELBO: -18077.2: 78%|#######8 | 7807/10000 [08:08<02:25, 15.09it/s]
ELBO: -18096.1: 78%|#######8 | 7808/10000 [08:08<02:25, 15.09it/s]
ELBO: -18070.2: 78%|#######8 | 7809/10000 [08:08<02:25, 15.09it/s]
ELBO: -18070.2: 78%|#######8 | 7810/10000 [08:08<02:11, 16.67it/s]
ELBO: -18135.1: 78%|#######8 | 7810/10000 [08:08<02:11, 16.67it/s]
ELBO: -18092.0: 78%|#######8 | 7811/10000 [08:08<02:11, 16.67it/s]
ELBO: -18092.0: 78%|#######8 | 7812/10000 [08:08<02:23, 15.21it/s]
ELBO: -18064.0: 78%|#######8 | 7812/10000 [08:08<02:23, 15.21it/s]
ELBO: -18105.6: 78%|#######8 | 7813/10000 [08:08<02:23, 15.21it/s]
ELBO: -18108.8: 78%|#######8 | 7814/10000 [08:08<02:23, 15.21it/s]
ELBO: -18108.8: 78%|#######8 | 7815/10000 [08:08<02:28, 14.71it/s]
ELBO: -18103.7: 78%|#######8 | 7815/10000 [08:08<02:28, 14.71it/s]
ELBO: -18053.1: 78%|#######8 | 7816/10000 [08:08<02:28, 14.71it/s]
ELBO: -18096.0: 78%|#######8 | 7817/10000 [08:08<02:28, 14.71it/s]
ELBO: -18096.0: 78%|#######8 | 7818/10000 [08:08<02:13, 16.30it/s]
ELBO: -18087.8: 78%|#######8 | 7818/10000 [08:08<02:13, 16.30it/s]
ELBO: -18053.7: 78%|#######8 | 7819/10000 [08:08<02:13, 16.30it/s]
ELBO: -18053.7: 78%|#######8 | 7820/10000 [08:08<02:24, 15.04it/s]
ELBO: -18137.1: 78%|#######8 | 7820/10000 [08:08<02:24, 15.04it/s]
ELBO: -18100.7: 78%|#######8 | 7821/10000 [08:08<02:24, 15.04it/s]
ELBO: -18099.5: 78%|#######8 | 7822/10000 [08:08<02:24, 15.04it/s]
ELBO: -18099.5: 78%|#######8 | 7823/10000 [08:08<02:10, 16.62it/s]
ELBO: -18055.2: 78%|#######8 | 7823/10000 [08:09<02:10, 16.62it/s]
ELBO: -18092.6: 78%|#######8 | 7824/10000 [08:09<02:10, 16.62it/s]
ELBO: -18092.6: 78%|#######8 | 7825/10000 [08:09<02:24, 15.08it/s]
ELBO: -18076.0: 78%|#######8 | 7825/10000 [08:09<02:24, 15.08it/s]
ELBO: -18075.9: 78%|#######8 | 7826/10000 [08:09<02:24, 15.08it/s]
ELBO: -18091.4: 78%|#######8 | 7827/10000 [08:09<02:24, 15.08it/s]
ELBO: -18091.4: 78%|#######8 | 7828/10000 [08:09<02:10, 16.67it/s]
ELBO: -18110.8: 78%|#######8 | 7828/10000 [08:09<02:10, 16.67it/s]
ELBO: -18050.0: 78%|#######8 | 7829/10000 [08:09<02:10, 16.67it/s]
ELBO: -18050.0: 78%|#######8 | 7830/10000 [08:09<02:22, 15.18it/s]
ELBO: -18091.4: 78%|#######8 | 7830/10000 [08:09<02:22, 15.18it/s]
ELBO: -18102.1: 78%|#######8 | 7831/10000 [08:09<02:22, 15.18it/s]
ELBO: -18156.6: 78%|#######8 | 7832/10000 [08:09<02:22, 15.18it/s]
ELBO: -18156.6: 78%|#######8 | 7833/10000 [08:09<02:27, 14.71it/s]
ELBO: -18107.0: 78%|#######8 | 7833/10000 [08:09<02:27, 14.71it/s]
ELBO: -18071.6: 78%|#######8 | 7834/10000 [08:09<02:27, 14.71it/s]
ELBO: -18055.8: 78%|#######8 | 7835/10000 [08:09<02:27, 14.71it/s]
ELBO: -18055.8: 78%|#######8 | 7836/10000 [08:09<02:12, 16.30it/s]
ELBO: -18081.7: 78%|#######8 | 7836/10000 [08:09<02:12, 16.30it/s]
ELBO: -18061.8: 78%|#######8 | 7837/10000 [08:09<02:12, 16.30it/s]
ELBO: -18061.8: 78%|#######8 | 7838/10000 [08:09<02:23, 15.06it/s]
ELBO: -18089.3: 78%|#######8 | 7838/10000 [08:10<02:23, 15.06it/s]
ELBO: -18128.4: 78%|#######8 | 7839/10000 [08:10<02:23, 15.06it/s]
ELBO: -18062.4: 78%|#######8 | 7840/10000 [08:10<02:23, 15.06it/s]
ELBO: -18062.4: 78%|#######8 | 7841/10000 [08:10<02:10, 16.54it/s]
ELBO: -18084.5: 78%|#######8 | 7841/10000 [08:10<02:10, 16.54it/s]
ELBO: -18082.5: 78%|#######8 | 7842/10000 [08:10<02:10, 16.54it/s]
ELBO: -18082.5: 78%|#######8 | 7843/10000 [08:10<02:22, 15.11it/s]
ELBO: -18104.8: 78%|#######8 | 7843/10000 [08:10<02:22, 15.11it/s]
ELBO: -18096.5: 78%|#######8 | 7844/10000 [08:10<02:22, 15.11it/s]
ELBO: -18122.2: 78%|#######8 | 7845/10000 [08:10<02:22, 15.11it/s]
ELBO: -18122.2: 78%|#######8 | 7846/10000 [08:10<02:09, 16.69it/s]
ELBO: -18041.1: 78%|#######8 | 7846/10000 [08:10<02:09, 16.69it/s]
ELBO: -18056.3: 78%|#######8 | 7847/10000 [08:10<02:09, 16.69it/s]
ELBO: -18056.3: 78%|#######8 | 7848/10000 [08:10<02:21, 15.22it/s]
ELBO: -18090.0: 78%|#######8 | 7848/10000 [08:10<02:21, 15.22it/s]
ELBO: -18069.0: 78%|#######8 | 7849/10000 [08:10<02:21, 15.22it/s]
ELBO: -18140.1: 78%|#######8 | 7850/10000 [08:10<02:21, 15.22it/s]
ELBO: -18140.1: 79%|#######8 | 7851/10000 [08:10<02:26, 14.72it/s]
ELBO: -18076.5: 79%|#######8 | 7851/10000 [08:10<02:26, 14.72it/s]
ELBO: -18158.1: 79%|#######8 | 7852/10000 [08:10<02:25, 14.72it/s]
ELBO: -18039.3: 79%|#######8 | 7853/10000 [08:10<02:25, 14.72it/s]
ELBO: -18039.3: 79%|#######8 | 7854/10000 [08:10<02:11, 16.29it/s]
ELBO: -18100.4: 79%|#######8 | 7854/10000 [08:11<02:11, 16.29it/s]
ELBO: -18106.5: 79%|#######8 | 7855/10000 [08:11<02:11, 16.29it/s]
ELBO: -18106.5: 79%|#######8 | 7856/10000 [08:11<02:22, 15.04it/s]
ELBO: -18073.1: 79%|#######8 | 7856/10000 [08:11<02:22, 15.04it/s]
ELBO: -18128.2: 79%|#######8 | 7857/10000 [08:11<02:22, 15.04it/s]
ELBO: -18065.5: 79%|#######8 | 7858/10000 [08:11<02:22, 15.04it/s]
ELBO: -18065.5: 79%|#######8 | 7859/10000 [08:11<02:09, 16.47it/s]
ELBO: -18092.6: 79%|#######8 | 7859/10000 [08:11<02:09, 16.47it/s]
ELBO: -18063.5: 79%|#######8 | 7860/10000 [08:11<02:09, 16.47it/s]
ELBO: -18063.5: 79%|#######8 | 7861/10000 [08:11<02:24, 14.78it/s]
ELBO: -18114.0: 79%|#######8 | 7861/10000 [08:11<02:24, 14.78it/s]
ELBO: -18077.7: 79%|#######8 | 7862/10000 [08:11<02:24, 14.78it/s]
ELBO: -18077.7: 79%|#######8 | 7863/10000 [08:11<02:15, 15.78it/s]
ELBO: -18112.3: 79%|#######8 | 7863/10000 [08:11<02:15, 15.78it/s]
ELBO: -18049.2: 79%|#######8 | 7864/10000 [08:11<02:15, 15.78it/s]
ELBO: -18049.2: 79%|#######8 | 7865/10000 [08:11<02:27, 14.51it/s]
ELBO: -18102.7: 79%|#######8 | 7865/10000 [08:11<02:27, 14.51it/s]
ELBO: -18060.1: 79%|#######8 | 7866/10000 [08:11<02:27, 14.51it/s]
ELBO: -18054.7: 79%|#######8 | 7867/10000 [08:11<02:26, 14.51it/s]
ELBO: -18054.7: 79%|#######8 | 7868/10000 [08:11<02:10, 16.28it/s]
ELBO: -18120.4: 79%|#######8 | 7868/10000 [08:12<02:10, 16.28it/s]
ELBO: -18127.3: 79%|#######8 | 7869/10000 [08:12<02:10, 16.28it/s]
ELBO: -18127.3: 79%|#######8 | 7870/10000 [08:12<02:23, 14.81it/s]
ELBO: -18072.0: 79%|#######8 | 7872/10000 [08:12<02:23, 14.81it/s]
ELBO: -18091.9: 79%|#######8 | 7873/10000 [08:12<02:23, 14.81it/s]
ELBO: -18048.6: 79%|#######8 | 7874/10000 [08:12<02:23, 14.81it/s]
ELBO: -18048.6: 79%|#######8 | 7875/10000 [08:12<01:43, 20.44it/s]
ELBO: -18067.8: 79%|#######8 | 7875/10000 [08:12<01:43, 20.44it/s]
ELBO: -18134.6: 79%|#######8 | 7876/10000 [08:12<01:43, 20.44it/s]
ELBO: -18062.6: 79%|#######8 | 7877/10000 [08:12<01:43, 20.44it/s]
ELBO: -18062.6: 79%|#######8 | 7878/10000 [08:12<01:57, 18.00it/s]
ELBO: -18080.8: 79%|#######8 | 7878/10000 [08:12<01:57, 18.00it/s]
ELBO: -18035.5: 79%|#######8 | 7879/10000 [08:12<01:57, 18.00it/s]
ELBO: -18035.5: 79%|#######8 | 7880/10000 [08:12<02:11, 16.15it/s]
ELBO: -18100.1: 79%|#######8 | 7880/10000 [08:12<02:11, 16.15it/s]
ELBO: -18087.8: 79%|#######8 | 7881/10000 [08:12<02:11, 16.15it/s]
ELBO: -18041.7: 79%|#######8 | 7882/10000 [08:12<02:11, 16.15it/s]
ELBO: -18041.7: 79%|#######8 | 7883/10000 [08:12<02:01, 17.38it/s]
ELBO: -18149.9: 79%|#######8 | 7883/10000 [08:12<02:01, 17.38it/s]
ELBO: -18055.9: 79%|#######8 | 7884/10000 [08:12<02:01, 17.38it/s]
ELBO: -18055.9: 79%|#######8 | 7885/10000 [08:12<02:14, 15.74it/s]
ELBO: -18068.1: 79%|#######8 | 7885/10000 [08:12<02:14, 15.74it/s]
ELBO: -18091.7: 79%|#######8 | 7886/10000 [08:12<02:14, 15.74it/s]
ELBO: -18117.7: 79%|#######8 | 7887/10000 [08:13<02:14, 15.74it/s]
ELBO: -18117.7: 79%|#######8 | 7888/10000 [08:13<02:03, 17.14it/s]
ELBO: -18085.4: 79%|#######8 | 7888/10000 [08:13<02:03, 17.14it/s]
ELBO: -18053.5: 79%|#######8 | 7889/10000 [08:13<02:03, 17.14it/s]
ELBO: -18053.5: 79%|#######8 | 7890/10000 [08:13<02:16, 15.51it/s]
ELBO: -18074.6: 79%|#######8 | 7890/10000 [08:13<02:16, 15.51it/s]
ELBO: -18068.7: 79%|#######8 | 7891/10000 [08:13<02:15, 15.51it/s]
ELBO: -18065.3: 79%|#######8 | 7892/10000 [08:13<02:15, 15.51it/s]
ELBO: -18065.3: 79%|#######8 | 7893/10000 [08:13<02:04, 16.89it/s]
ELBO: -18036.5: 79%|#######8 | 7893/10000 [08:13<02:04, 16.89it/s]
ELBO: -18140.1: 79%|#######8 | 7894/10000 [08:13<02:04, 16.89it/s]
ELBO: -18140.1: 79%|#######8 | 7895/10000 [08:13<02:16, 15.38it/s]
ELBO: -18085.5: 79%|#######8 | 7895/10000 [08:13<02:16, 15.38it/s]
ELBO: -18076.0: 79%|#######8 | 7896/10000 [08:13<02:16, 15.38it/s]
ELBO: -18076.0: 79%|#######8 | 7897/10000 [08:13<02:10, 16.14it/s]
ELBO: -18117.1: 79%|#######8 | 7897/10000 [08:13<02:10, 16.14it/s]
ELBO: -18063.3: 79%|#######8 | 7898/10000 [08:13<02:10, 16.14it/s]
ELBO: -18063.3: 79%|#######8 | 7899/10000 [08:13<02:22, 14.71it/s]
ELBO: -18087.2: 79%|#######8 | 7899/10000 [08:13<02:22, 14.71it/s]
ELBO: -18070.4: 79%|#######9 | 7900/10000 [08:13<02:22, 14.71it/s]
ELBO: -18022.7: 79%|#######9 | 7901/10000 [08:13<02:22, 14.71it/s]
ELBO: -18022.7: 79%|#######9 | 7902/10000 [08:13<02:07, 16.48it/s]
ELBO: -18115.5: 79%|#######9 | 7902/10000 [08:14<02:07, 16.48it/s]
ELBO: -18101.7: 79%|#######9 | 7903/10000 [08:14<02:07, 16.48it/s]
ELBO: -18101.7: 79%|#######9 | 7904/10000 [08:14<02:19, 15.08it/s]
ELBO: -18098.1: 79%|#######9 | 7904/10000 [08:14<02:19, 15.08it/s]
ELBO: -18033.2: 79%|#######9 | 7905/10000 [08:14<02:18, 15.08it/s]
ELBO: -18086.6: 79%|#######9 | 7906/10000 [08:14<02:18, 15.08it/s]
ELBO: -18086.6: 79%|#######9 | 7907/10000 [08:14<02:24, 14.52it/s]
ELBO: -18049.7: 79%|#######9 | 7907/10000 [08:14<02:24, 14.52it/s]
ELBO: -18024.1: 79%|#######9 | 7908/10000 [08:14<02:24, 14.52it/s]
ELBO: -18059.9: 79%|#######9 | 7909/10000 [08:14<02:23, 14.52it/s]
ELBO: -18059.9: 79%|#######9 | 7910/10000 [08:14<02:09, 16.14it/s]
ELBO: -18066.5: 79%|#######9 | 7910/10000 [08:14<02:09, 16.14it/s]
ELBO: -17988.2: 79%|#######9 | 7911/10000 [08:14<02:09, 16.14it/s]
ELBO: -17988.2: 79%|#######9 | 7912/10000 [08:14<02:20, 14.88it/s]
ELBO: -18094.1: 79%|#######9 | 7912/10000 [08:14<02:20, 14.88it/s]
ELBO: -18112.0: 79%|#######9 | 7913/10000 [08:14<02:20, 14.88it/s]
ELBO: -18062.7: 79%|#######9 | 7914/10000 [08:14<02:20, 14.88it/s]
ELBO: -18062.7: 79%|#######9 | 7915/10000 [08:14<02:06, 16.46it/s]
ELBO: -18047.7: 79%|#######9 | 7915/10000 [08:14<02:06, 16.46it/s]
ELBO: -18080.0: 79%|#######9 | 7916/10000 [08:14<02:06, 16.46it/s]
ELBO: -18080.0: 79%|#######9 | 7917/10000 [08:14<02:18, 15.01it/s]
ELBO: -18080.6: 79%|#######9 | 7917/10000 [08:15<02:18, 15.01it/s]
ELBO: -18068.7: 79%|#######9 | 7918/10000 [08:15<02:18, 15.01it/s]
ELBO: -18067.5: 79%|#######9 | 7919/10000 [08:15<02:18, 15.01it/s]
ELBO: -18067.5: 79%|#######9 | 7920/10000 [08:15<02:05, 16.61it/s]
ELBO: -18113.0: 79%|#######9 | 7920/10000 [08:15<02:05, 16.61it/s]
ELBO: -18079.1: 79%|#######9 | 7921/10000 [08:15<02:05, 16.61it/s]
ELBO: -18079.1: 79%|#######9 | 7922/10000 [08:15<02:16, 15.18it/s]
ELBO: -18066.9: 79%|#######9 | 7922/10000 [08:15<02:16, 15.18it/s]
ELBO: -18035.5: 79%|#######9 | 7923/10000 [08:15<02:16, 15.18it/s]
ELBO: -18065.1: 79%|#######9 | 7924/10000 [08:15<02:16, 15.18it/s]
ELBO: -18065.1: 79%|#######9 | 7925/10000 [08:15<02:21, 14.68it/s]
ELBO: -18063.7: 79%|#######9 | 7925/10000 [08:15<02:21, 14.68it/s]
ELBO: -18062.9: 79%|#######9 | 7926/10000 [08:15<02:21, 14.68it/s]
ELBO: -18068.9: 79%|#######9 | 7927/10000 [08:15<02:21, 14.68it/s]
ELBO: -18068.9: 79%|#######9 | 7928/10000 [08:15<02:07, 16.24it/s]
ELBO: -18104.0: 79%|#######9 | 7928/10000 [08:15<02:07, 16.24it/s]
ELBO: -18064.1: 79%|#######9 | 7929/10000 [08:15<02:07, 16.24it/s]
ELBO: -18064.1: 79%|#######9 | 7930/10000 [08:15<02:18, 14.99it/s]
ELBO: -18066.1: 79%|#######9 | 7930/10000 [08:15<02:18, 14.99it/s]
ELBO: -18064.4: 79%|#######9 | 7931/10000 [08:15<02:18, 14.99it/s]
ELBO: -18045.7: 79%|#######9 | 7932/10000 [08:15<02:17, 14.99it/s]
ELBO: -18045.7: 79%|#######9 | 7933/10000 [08:15<02:05, 16.53it/s]
ELBO: -18046.6: 79%|#######9 | 7933/10000 [08:16<02:05, 16.53it/s]
ELBO: -18076.4: 79%|#######9 | 7934/10000 [08:16<02:04, 16.53it/s]
ELBO: -18076.4: 79%|#######9 | 7935/10000 [08:16<02:16, 15.12it/s]
ELBO: -18089.3: 79%|#######9 | 7935/10000 [08:16<02:16, 15.12it/s]
ELBO: -18132.6: 79%|#######9 | 7936/10000 [08:16<02:16, 15.12it/s]
ELBO: -18050.3: 79%|#######9 | 7937/10000 [08:16<02:16, 15.12it/s]
ELBO: -18050.3: 79%|#######9 | 7938/10000 [08:16<02:03, 16.67it/s]
ELBO: -18100.8: 79%|#######9 | 7938/10000 [08:16<02:03, 16.67it/s]
ELBO: -18006.4: 79%|#######9 | 7939/10000 [08:16<02:03, 16.67it/s]
ELBO: -18006.4: 79%|#######9 | 7940/10000 [08:16<02:15, 15.23it/s]
ELBO: -18076.6: 79%|#######9 | 7940/10000 [08:16<02:15, 15.23it/s]
ELBO: -18026.7: 79%|#######9 | 7941/10000 [08:16<02:15, 15.23it/s]
ELBO: -18112.6: 79%|#######9 | 7942/10000 [08:16<02:15, 15.23it/s]
ELBO: -18112.6: 79%|#######9 | 7943/10000 [08:16<02:19, 14.79it/s]
ELBO: -18020.1: 79%|#######9 | 7943/10000 [08:16<02:19, 14.79it/s]
ELBO: -18090.1: 79%|#######9 | 7944/10000 [08:16<02:19, 14.79it/s]
ELBO: -18085.0: 79%|#######9 | 7945/10000 [08:16<02:18, 14.79it/s]
ELBO: -18085.0: 79%|#######9 | 7946/10000 [08:16<02:05, 16.35it/s]
ELBO: -18066.1: 79%|#######9 | 7946/10000 [08:16<02:05, 16.35it/s]
ELBO: -18073.8: 79%|#######9 | 7947/10000 [08:16<02:05, 16.35it/s]
ELBO: -18073.8: 79%|#######9 | 7948/10000 [08:16<02:16, 15.08it/s]
ELBO: -18034.7: 79%|#######9 | 7948/10000 [08:16<02:16, 15.08it/s]
ELBO: -18070.6: 79%|#######9 | 7949/10000 [08:17<02:15, 15.08it/s]
ELBO: -18067.1: 80%|#######9 | 7950/10000 [08:17<02:15, 15.08it/s]
ELBO: -18067.1: 80%|#######9 | 7951/10000 [08:17<02:03, 16.60it/s]
ELBO: -18089.5: 80%|#######9 | 7951/10000 [08:17<02:03, 16.60it/s]
ELBO: -18116.7: 80%|#######9 | 7952/10000 [08:17<02:03, 16.60it/s]
ELBO: -18116.7: 80%|#######9 | 7953/10000 [08:17<02:14, 15.17it/s]
ELBO: -18065.0: 80%|#######9 | 7953/10000 [08:17<02:14, 15.17it/s]
ELBO: -18071.9: 80%|#######9 | 7954/10000 [08:17<02:14, 15.17it/s]
ELBO: -18057.2: 80%|#######9 | 7955/10000 [08:17<02:14, 15.17it/s]
ELBO: -18057.2: 80%|#######9 | 7956/10000 [08:17<02:02, 16.72it/s]
ELBO: -18073.2: 80%|#######9 | 7956/10000 [08:17<02:02, 16.72it/s]
ELBO: -18063.4: 80%|#######9 | 7957/10000 [08:17<02:02, 16.72it/s]
ELBO: -18063.4: 80%|#######9 | 7958/10000 [08:17<02:13, 15.30it/s]
ELBO: -18106.9: 80%|#######9 | 7958/10000 [08:17<02:13, 15.30it/s]
ELBO: -18036.0: 80%|#######9 | 7959/10000 [08:17<02:13, 15.30it/s]
ELBO: -18038.8: 80%|#######9 | 7960/10000 [08:17<02:13, 15.30it/s]
ELBO: -18038.8: 80%|#######9 | 7961/10000 [08:17<02:18, 14.75it/s]
ELBO: -18075.7: 80%|#######9 | 7961/10000 [08:17<02:18, 14.75it/s]
ELBO: -18020.2: 80%|#######9 | 7962/10000 [08:17<02:18, 14.75it/s]
ELBO: -18057.2: 80%|#######9 | 7963/10000 [08:17<02:18, 14.75it/s]
ELBO: -18057.2: 80%|#######9 | 7964/10000 [08:17<02:05, 16.25it/s]
ELBO: -18037.2: 80%|#######9 | 7964/10000 [08:17<02:05, 16.25it/s]
ELBO: -18048.6: 80%|#######9 | 7965/10000 [08:18<02:05, 16.25it/s]
ELBO: -18048.6: 80%|#######9 | 7966/10000 [08:18<02:15, 15.02it/s]
ELBO: -18019.9: 80%|#######9 | 7966/10000 [08:18<02:15, 15.02it/s]
ELBO: -18067.0: 80%|#######9 | 7967/10000 [08:18<02:15, 15.02it/s]
ELBO: -18083.4: 80%|#######9 | 7968/10000 [08:18<02:15, 15.02it/s]
ELBO: -18083.4: 80%|#######9 | 7969/10000 [08:18<02:04, 16.33it/s]
ELBO: -18101.8: 80%|#######9 | 7969/10000 [08:18<02:04, 16.33it/s]
ELBO: -18065.5: 80%|#######9 | 7970/10000 [08:18<02:04, 16.33it/s]
ELBO: -18065.5: 80%|#######9 | 7971/10000 [08:18<02:15, 14.97it/s]
ELBO: -18069.8: 80%|#######9 | 7971/10000 [08:18<02:15, 14.97it/s]
ELBO: -18092.2: 80%|#######9 | 7972/10000 [08:18<02:15, 14.97it/s]
ELBO: -18056.2: 80%|#######9 | 7973/10000 [08:18<02:15, 14.97it/s]
ELBO: -18056.2: 80%|#######9 | 7974/10000 [08:18<02:02, 16.49it/s]
ELBO: -18065.6: 80%|#######9 | 7974/10000 [08:18<02:02, 16.49it/s]
ELBO: -18032.9: 80%|#######9 | 7975/10000 [08:18<02:02, 16.49it/s]
ELBO: -18032.9: 80%|#######9 | 7976/10000 [08:18<02:13, 15.13it/s]
ELBO: -18051.6: 80%|#######9 | 7976/10000 [08:18<02:13, 15.13it/s]
ELBO: -18049.5: 80%|#######9 | 7977/10000 [08:18<02:13, 15.13it/s]
ELBO: -18069.7: 80%|#######9 | 7978/10000 [08:18<02:13, 15.13it/s]
ELBO: -18069.7: 80%|#######9 | 7979/10000 [08:18<02:17, 14.65it/s]
ELBO: -18045.7: 80%|#######9 | 7979/10000 [08:18<02:17, 14.65it/s]
ELBO: -18091.7: 80%|#######9 | 7980/10000 [08:19<02:17, 14.65it/s]
ELBO: -18024.9: 80%|#######9 | 7981/10000 [08:19<02:17, 14.65it/s]
ELBO: -18024.9: 80%|#######9 | 7982/10000 [08:19<02:04, 16.23it/s]
ELBO: -18067.7: 80%|#######9 | 7982/10000 [08:19<02:04, 16.23it/s]
ELBO: -18029.1: 80%|#######9 | 7983/10000 [08:19<02:04, 16.23it/s]
ELBO: -18029.1: 80%|#######9 | 7984/10000 [08:19<02:14, 14.95it/s]
ELBO: -18122.2: 80%|#######9 | 7984/10000 [08:19<02:14, 14.95it/s]
ELBO: -18133.6: 80%|#######9 | 7985/10000 [08:19<02:14, 14.95it/s]
ELBO: -18067.2: 80%|#######9 | 7986/10000 [08:19<02:14, 14.95it/s]
ELBO: -18067.2: 80%|#######9 | 7987/10000 [08:19<02:01, 16.53it/s]
ELBO: -18028.5: 80%|#######9 | 7987/10000 [08:19<02:01, 16.53it/s]
ELBO: -18063.6: 80%|#######9 | 7988/10000 [08:19<02:01, 16.53it/s]
ELBO: -18063.6: 80%|#######9 | 7989/10000 [08:19<02:13, 15.11it/s]
ELBO: -18083.8: 80%|#######9 | 7989/10000 [08:19<02:13, 15.11it/s]
ELBO: -18005.9: 80%|#######9 | 7990/10000 [08:19<02:12, 15.11it/s]
ELBO: -18028.1: 80%|#######9 | 7991/10000 [08:19<02:12, 15.11it/s]
ELBO: -18028.1: 80%|#######9 | 7992/10000 [08:19<02:00, 16.69it/s]
ELBO: -18069.4: 80%|#######9 | 7992/10000 [08:19<02:00, 16.69it/s]
ELBO: -18074.0: 80%|#######9 | 7993/10000 [08:19<02:00, 16.69it/s]
ELBO: -18074.0: 80%|#######9 | 7994/10000 [08:19<02:11, 15.22it/s]
ELBO: -18029.5: 80%|#######9 | 7994/10000 [08:19<02:11, 15.22it/s]
ELBO: -18047.4: 80%|#######9 | 7995/10000 [08:19<02:11, 15.22it/s]
ELBO: -18115.8: 80%|#######9 | 7996/10000 [08:20<02:11, 15.22it/s]
ELBO: -18115.8: 80%|#######9 | 7997/10000 [08:20<02:15, 14.77it/s]
ELBO: -18041.9: 80%|#######9 | 7997/10000 [08:20<02:15, 14.77it/s]
ELBO: -18072.9: 80%|#######9 | 7998/10000 [08:20<02:15, 14.77it/s]
ELBO: -18022.3: 80%|#######9 | 7999/10000 [08:20<02:15, 14.77it/s]
ELBO: -18022.3: 80%|######## | 8000/10000 [08:20<02:02, 16.34it/s]
ELBO: -18056.6: 80%|######## | 8000/10000 [08:20<02:02, 16.34it/s]
ELBO: -18056.7: 80%|######## | 8001/10000 [08:20<02:02, 16.34it/s]
ELBO: -18056.7: 80%|######## | 8002/10000 [08:20<02:12, 15.09it/s]
ELBO: -18124.6: 80%|######## | 8002/10000 [08:20<02:12, 15.09it/s]
ELBO: -18097.1: 80%|######## | 8003/10000 [08:20<02:12, 15.09it/s]
ELBO: -18056.5: 80%|######## | 8004/10000 [08:20<02:12, 15.09it/s]
ELBO: -18056.5: 80%|######## | 8005/10000 [08:20<01:59, 16.64it/s]
ELBO: -18030.4: 80%|######## | 8005/10000 [08:20<01:59, 16.64it/s]
ELBO: -18095.8: 80%|######## | 8006/10000 [08:20<01:59, 16.64it/s]
ELBO: -18095.8: 80%|######## | 8007/10000 [08:20<02:11, 15.16it/s]
ELBO: -18040.9: 80%|######## | 8007/10000 [08:20<02:11, 15.16it/s]
ELBO: -18006.2: 80%|######## | 8008/10000 [08:20<02:11, 15.16it/s]
ELBO: -18080.5: 80%|######## | 8009/10000 [08:20<02:11, 15.16it/s]
ELBO: -18080.5: 80%|######## | 8010/10000 [08:20<01:58, 16.77it/s]
ELBO: -18072.4: 80%|######## | 8010/10000 [08:20<01:58, 16.77it/s]
ELBO: -18042.5: 80%|######## | 8011/10000 [08:21<01:58, 16.77it/s]
ELBO: -18042.5: 80%|######## | 8012/10000 [08:21<02:10, 15.26it/s]
ELBO: -18042.0: 80%|######## | 8012/10000 [08:21<02:10, 15.26it/s]
ELBO: -18065.0: 80%|######## | 8013/10000 [08:21<02:10, 15.26it/s]
ELBO: -18003.8: 80%|######## | 8014/10000 [08:21<02:10, 15.26it/s]
ELBO: -18003.8: 80%|######## | 8015/10000 [08:21<02:14, 14.78it/s]
ELBO: -18056.5: 80%|######## | 8015/10000 [08:21<02:14, 14.78it/s]
ELBO: -18040.6: 80%|######## | 8016/10000 [08:21<02:14, 14.78it/s]
ELBO: -18084.8: 80%|######## | 8017/10000 [08:21<02:14, 14.78it/s]
ELBO: -18084.8: 80%|######## | 8018/10000 [08:21<02:01, 16.35it/s]
ELBO: -18029.3: 80%|######## | 8018/10000 [08:21<02:01, 16.35it/s]
ELBO: -18077.5: 80%|######## | 8019/10000 [08:21<02:01, 16.35it/s]
ELBO: -18077.5: 80%|######## | 8020/10000 [08:21<02:12, 14.97it/s]
ELBO: -18055.8: 80%|######## | 8020/10000 [08:21<02:12, 14.97it/s]
ELBO: -18052.1: 80%|######## | 8021/10000 [08:21<02:12, 14.97it/s]
ELBO: -18040.0: 80%|######## | 8022/10000 [08:21<02:12, 14.97it/s]
ELBO: -18040.0: 80%|######## | 8023/10000 [08:21<02:00, 16.41it/s]
ELBO: -18067.7: 80%|######## | 8023/10000 [08:21<02:00, 16.41it/s]
ELBO: -18017.1: 80%|######## | 8024/10000 [08:21<02:00, 16.41it/s]
ELBO: -18017.1: 80%|######## | 8025/10000 [08:21<02:12, 14.85it/s]
ELBO: -18100.1: 80%|######## | 8025/10000 [08:21<02:12, 14.85it/s]
ELBO: -18080.7: 80%|######## | 8026/10000 [08:21<02:12, 14.85it/s]
ELBO: -18091.2: 80%|######## | 8027/10000 [08:22<02:12, 14.85it/s]
ELBO: -18091.2: 80%|######## | 8028/10000 [08:22<02:00, 16.38it/s]
ELBO: -18054.8: 80%|######## | 8028/10000 [08:22<02:00, 16.38it/s]
ELBO: -18067.0: 80%|######## | 8029/10000 [08:22<02:00, 16.38it/s]
ELBO: -18067.0: 80%|######## | 8030/10000 [08:22<02:11, 14.97it/s]
ELBO: -18021.4: 80%|######## | 8030/10000 [08:22<02:11, 14.97it/s]
ELBO: -18032.1: 80%|######## | 8031/10000 [08:22<02:11, 14.97it/s]
ELBO: -18032.0: 80%|######## | 8032/10000 [08:22<02:11, 14.97it/s]
ELBO: -18032.0: 80%|######## | 8033/10000 [08:22<02:16, 14.44it/s]
ELBO: -18046.4: 80%|######## | 8033/10000 [08:22<02:16, 14.44it/s]
ELBO: -18047.6: 80%|######## | 8034/10000 [08:22<02:16, 14.44it/s]
ELBO: -18045.6: 80%|######## | 8035/10000 [08:22<02:16, 14.44it/s]
ELBO: -18045.6: 80%|######## | 8036/10000 [08:22<02:02, 16.07it/s]
ELBO: -18100.4: 80%|######## | 8036/10000 [08:22<02:02, 16.07it/s]
ELBO: -18057.0: 80%|######## | 8037/10000 [08:22<02:02, 16.07it/s]
ELBO: -18057.0: 80%|######## | 8038/10000 [08:22<02:12, 14.84it/s]
ELBO: -18065.6: 80%|######## | 8038/10000 [08:22<02:12, 14.84it/s]
ELBO: -18017.5: 80%|######## | 8039/10000 [08:22<02:12, 14.84it/s]
ELBO: -18037.5: 80%|######## | 8040/10000 [08:22<02:12, 14.84it/s]
ELBO: -18037.5: 80%|######## | 8041/10000 [08:22<01:59, 16.45it/s]
ELBO: -18014.4: 80%|######## | 8041/10000 [08:22<01:59, 16.45it/s]
ELBO: -18042.6: 80%|######## | 8042/10000 [08:23<01:59, 16.45it/s]
ELBO: -18042.6: 80%|######## | 8043/10000 [08:23<02:10, 14.99it/s]
ELBO: -17994.5: 80%|######## | 8043/10000 [08:23<02:10, 14.99it/s]
ELBO: -18041.5: 80%|######## | 8044/10000 [08:23<02:10, 14.99it/s]
ELBO: -18093.9: 80%|######## | 8045/10000 [08:23<02:10, 14.99it/s]
ELBO: -18093.9: 80%|######## | 8046/10000 [08:23<01:57, 16.59it/s]
ELBO: -18072.3: 80%|######## | 8046/10000 [08:23<01:57, 16.59it/s]
ELBO: -18075.4: 80%|######## | 8047/10000 [08:23<01:57, 16.59it/s]
ELBO: -18075.4: 80%|######## | 8048/10000 [08:23<02:08, 15.20it/s]
ELBO: -18025.2: 80%|######## | 8048/10000 [08:23<02:08, 15.20it/s]
ELBO: -18043.9: 81%|######## | 8051/10000 [08:23<02:08, 15.20it/s]
ELBO: -18051.5: 81%|######## | 8052/10000 [08:23<02:08, 15.20it/s]
ELBO: -18051.5: 81%|######## | 8053/10000 [08:23<01:47, 18.12it/s]
ELBO: -18026.6: 81%|######## | 8053/10000 [08:23<01:47, 18.12it/s]
ELBO: -18021.9: 81%|######## | 8054/10000 [08:23<01:47, 18.12it/s]
ELBO: -18069.4: 81%|######## | 8055/10000 [08:23<01:47, 18.12it/s]
ELBO: -18069.4: 81%|######## | 8056/10000 [08:23<01:43, 18.82it/s]
ELBO: -18030.6: 81%|######## | 8056/10000 [08:23<01:43, 18.82it/s]
ELBO: -18013.6: 81%|######## | 8057/10000 [08:23<01:43, 18.82it/s]
ELBO: -18013.6: 81%|######## | 8058/10000 [08:23<01:55, 16.83it/s]
ELBO: -18039.6: 81%|######## | 8058/10000 [08:23<01:55, 16.83it/s]
ELBO: -17991.4: 81%|######## | 8059/10000 [08:23<01:55, 16.83it/s]
ELBO: -18076.7: 81%|######## | 8060/10000 [08:24<01:55, 16.83it/s]
ELBO: -18076.7: 81%|######## | 8061/10000 [08:24<01:48, 17.93it/s]
ELBO: -18100.8: 81%|######## | 8061/10000 [08:24<01:48, 17.93it/s]
ELBO: -18073.9: 81%|######## | 8062/10000 [08:24<01:48, 17.93it/s]
ELBO: -18073.9: 81%|######## | 8063/10000 [08:24<02:00, 16.01it/s]
ELBO: -18046.1: 81%|######## | 8063/10000 [08:24<02:00, 16.01it/s]
ELBO: -17990.5: 81%|######## | 8064/10000 [08:24<02:00, 16.01it/s]
ELBO: -18033.8: 81%|######## | 8065/10000 [08:24<02:00, 16.01it/s]
ELBO: -18033.8: 81%|######## | 8066/10000 [08:24<01:51, 17.34it/s]
ELBO: -18038.8: 81%|######## | 8066/10000 [08:24<01:51, 17.34it/s]
ELBO: -18032.0: 81%|######## | 8067/10000 [08:24<01:51, 17.34it/s]
ELBO: -18032.0: 81%|######## | 8068/10000 [08:24<02:03, 15.68it/s]
ELBO: -18038.5: 81%|######## | 8068/10000 [08:24<02:03, 15.68it/s]
ELBO: -18094.5: 81%|######## | 8069/10000 [08:24<02:03, 15.68it/s]
ELBO: -18099.1: 81%|######## | 8070/10000 [08:24<02:03, 15.68it/s]
ELBO: -18099.1: 81%|######## | 8071/10000 [08:24<02:08, 15.06it/s]
ELBO: -18039.1: 81%|######## | 8071/10000 [08:24<02:08, 15.06it/s]
ELBO: -18029.0: 81%|######## | 8072/10000 [08:24<02:07, 15.06it/s]
ELBO: -18058.0: 81%|######## | 8073/10000 [08:24<02:07, 15.06it/s]
ELBO: -18058.0: 81%|######## | 8074/10000 [08:24<01:56, 16.47it/s]
ELBO: -18039.0: 81%|######## | 8074/10000 [08:24<01:56, 16.47it/s]
ELBO: -18089.0: 81%|######## | 8075/10000 [08:25<01:56, 16.47it/s]
ELBO: -18089.0: 81%|######## | 8076/10000 [08:25<02:07, 15.13it/s]
ELBO: -18037.9: 81%|######## | 8076/10000 [08:25<02:07, 15.13it/s]
ELBO: -18051.7: 81%|######## | 8077/10000 [08:25<02:07, 15.13it/s]
ELBO: -18040.2: 81%|######## | 8078/10000 [08:25<02:07, 15.13it/s]
ELBO: -18040.2: 81%|######## | 8079/10000 [08:25<01:55, 16.66it/s]
ELBO: -18093.6: 81%|######## | 8079/10000 [08:25<01:55, 16.66it/s]
ELBO: -18061.4: 81%|######## | 8080/10000 [08:25<01:55, 16.66it/s]
ELBO: -18061.4: 81%|######## | 8081/10000 [08:25<02:06, 15.13it/s]
ELBO: -18065.0: 81%|######## | 8081/10000 [08:25<02:06, 15.13it/s]
ELBO: -18032.6: 81%|######## | 8082/10000 [08:25<02:06, 15.13it/s]
ELBO: -18019.4: 81%|######## | 8083/10000 [08:25<02:06, 15.13it/s]
ELBO: -18019.4: 81%|######## | 8084/10000 [08:25<01:54, 16.68it/s]
ELBO: -18038.9: 81%|######## | 8084/10000 [08:25<01:54, 16.68it/s]
ELBO: -18072.2: 81%|######## | 8085/10000 [08:25<01:54, 16.68it/s]
ELBO: -18072.2: 81%|######## | 8086/10000 [08:25<02:05, 15.22it/s]
ELBO: -18039.8: 81%|######## | 8086/10000 [08:25<02:05, 15.22it/s]
ELBO: -18069.7: 81%|######## | 8087/10000 [08:25<02:05, 15.22it/s]
ELBO: -18077.9: 81%|######## | 8088/10000 [08:25<02:05, 15.22it/s]
ELBO: -18077.9: 81%|######## | 8089/10000 [08:25<02:09, 14.75it/s]
ELBO: -18073.3: 81%|######## | 8089/10000 [08:25<02:09, 14.75it/s]
ELBO: -18045.3: 81%|######## | 8090/10000 [08:25<02:09, 14.75it/s]
ELBO: -18051.2: 81%|######## | 8091/10000 [08:26<02:09, 14.75it/s]
ELBO: -18051.2: 81%|######## | 8092/10000 [08:26<01:57, 16.30it/s]
ELBO: -18041.1: 81%|######## | 8092/10000 [08:26<01:57, 16.30it/s]
ELBO: -18025.9: 81%|######## | 8093/10000 [08:26<01:56, 16.30it/s]
ELBO: -18025.9: 81%|######## | 8094/10000 [08:26<02:06, 15.06it/s]
ELBO: -18046.0: 81%|######## | 8094/10000 [08:26<02:06, 15.06it/s]
ELBO: -18062.0: 81%|######## | 8095/10000 [08:26<02:06, 15.06it/s]
ELBO: -18029.2: 81%|######## | 8096/10000 [08:26<02:06, 15.06it/s]
ELBO: -18029.2: 81%|######## | 8097/10000 [08:26<01:54, 16.67it/s]
ELBO: -17999.8: 81%|######## | 8097/10000 [08:26<01:54, 16.67it/s]
ELBO: -18044.5: 81%|######## | 8098/10000 [08:26<01:54, 16.67it/s]
ELBO: -18044.5: 81%|######## | 8099/10000 [08:26<02:04, 15.21it/s]
ELBO: -18028.6: 81%|######## | 8099/10000 [08:26<02:04, 15.21it/s]
ELBO: -18011.8: 81%|########1 | 8100/10000 [08:26<02:04, 15.21it/s]
ELBO: -17998.0: 81%|########1 | 8101/10000 [08:26<02:04, 15.21it/s]
ELBO: -17998.0: 81%|########1 | 8102/10000 [08:26<01:53, 16.72it/s]
ELBO: -18016.4: 81%|########1 | 8102/10000 [08:26<01:53, 16.72it/s]
ELBO: -18036.1: 81%|########1 | 8103/10000 [08:26<01:53, 16.72it/s]
ELBO: -18036.1: 81%|########1 | 8104/10000 [08:26<02:04, 15.23it/s]
ELBO: -18022.6: 81%|########1 | 8104/10000 [08:26<02:04, 15.23it/s]
ELBO: -18067.5: 81%|########1 | 8105/10000 [08:26<02:04, 15.23it/s]
ELBO: -18088.6: 81%|########1 | 8106/10000 [08:27<02:04, 15.23it/s]
ELBO: -18088.6: 81%|########1 | 8107/10000 [08:27<02:07, 14.80it/s]
ELBO: -18045.0: 81%|########1 | 8107/10000 [08:27<02:07, 14.80it/s]
ELBO: -18017.2: 81%|########1 | 8108/10000 [08:27<02:07, 14.80it/s]
ELBO: -18038.3: 81%|########1 | 8109/10000 [08:27<02:07, 14.80it/s]
ELBO: -18038.3: 81%|########1 | 8110/10000 [08:27<01:55, 16.36it/s]
ELBO: -18024.3: 81%|########1 | 8110/10000 [08:27<01:55, 16.36it/s]
ELBO: -18004.0: 81%|########1 | 8111/10000 [08:27<01:55, 16.36it/s]
ELBO: -18004.0: 81%|########1 | 8112/10000 [08:27<02:04, 15.11it/s]
ELBO: -18053.2: 81%|########1 | 8112/10000 [08:27<02:04, 15.11it/s]
ELBO: -18032.7: 81%|########1 | 8113/10000 [08:27<02:04, 15.11it/s]
ELBO: -17989.4: 81%|########1 | 8114/10000 [08:27<02:04, 15.11it/s]
ELBO: -17989.4: 81%|########1 | 8115/10000 [08:27<01:53, 16.67it/s]
ELBO: -18005.7: 81%|########1 | 8115/10000 [08:27<01:53, 16.67it/s]
ELBO: -18048.7: 81%|########1 | 8116/10000 [08:27<01:52, 16.67it/s]
ELBO: -18048.7: 81%|########1 | 8117/10000 [08:27<02:03, 15.24it/s]
ELBO: -18111.5: 81%|########1 | 8117/10000 [08:27<02:03, 15.24it/s]
ELBO: -18031.1: 81%|########1 | 8118/10000 [08:27<02:03, 15.24it/s]
ELBO: -18037.2: 81%|########1 | 8119/10000 [08:27<02:03, 15.24it/s]
ELBO: -18037.2: 81%|########1 | 8120/10000 [08:27<01:51, 16.80it/s]
ELBO: -18058.7: 81%|########1 | 8120/10000 [08:27<01:51, 16.80it/s]
ELBO: -18066.7: 81%|########1 | 8121/10000 [08:27<01:51, 16.80it/s]
ELBO: -18066.7: 81%|########1 | 8122/10000 [08:27<02:02, 15.34it/s]
ELBO: -18036.4: 81%|########1 | 8122/10000 [08:27<02:02, 15.34it/s]
ELBO: -17988.1: 81%|########1 | 8123/10000 [08:28<02:02, 15.34it/s]
ELBO: -18008.4: 81%|########1 | 8124/10000 [08:28<02:02, 15.34it/s]
ELBO: -18008.4: 81%|########1 | 8125/10000 [08:28<02:06, 14.83it/s]
ELBO: -18043.7: 81%|########1 | 8125/10000 [08:28<02:06, 14.83it/s]
ELBO: -18078.2: 81%|########1 | 8126/10000 [08:28<02:06, 14.83it/s]
ELBO: -18016.6: 81%|########1 | 8127/10000 [08:28<02:06, 14.83it/s]
ELBO: -18016.6: 81%|########1 | 8128/10000 [08:28<01:54, 16.37it/s]
ELBO: -18055.7: 81%|########1 | 8128/10000 [08:28<01:54, 16.37it/s]
ELBO: -18019.8: 81%|########1 | 8129/10000 [08:28<01:54, 16.37it/s]
ELBO: -18019.8: 81%|########1 | 8130/10000 [08:28<02:03, 15.10it/s]
ELBO: -18057.2: 81%|########1 | 8130/10000 [08:28<02:03, 15.10it/s]
ELBO: -17986.1: 81%|########1 | 8131/10000 [08:28<02:03, 15.10it/s]
ELBO: -17979.1: 81%|########1 | 8132/10000 [08:28<02:03, 15.10it/s]
ELBO: -17979.1: 81%|########1 | 8133/10000 [08:28<01:52, 16.66it/s]
ELBO: -18026.9: 81%|########1 | 8133/10000 [08:28<01:52, 16.66it/s]
ELBO: -18061.4: 81%|########1 | 8134/10000 [08:28<01:52, 16.66it/s]
ELBO: -18061.4: 81%|########1 | 8135/10000 [08:28<02:03, 15.13it/s]
ELBO: -18025.0: 81%|########1 | 8135/10000 [08:28<02:03, 15.13it/s]
ELBO: -18005.5: 81%|########1 | 8136/10000 [08:28<02:03, 15.13it/s]
ELBO: -18013.5: 81%|########1 | 8137/10000 [08:28<02:03, 15.13it/s]
ELBO: -18013.5: 81%|########1 | 8138/10000 [08:28<01:51, 16.74it/s]
ELBO: -18019.8: 81%|########1 | 8138/10000 [08:29<01:51, 16.74it/s]
ELBO: -18023.9: 81%|########1 | 8139/10000 [08:29<01:51, 16.74it/s]
ELBO: -18023.9: 81%|########1 | 8140/10000 [08:29<02:01, 15.29it/s]
ELBO: -18000.9: 81%|########1 | 8140/10000 [08:29<02:01, 15.29it/s]
ELBO: -18003.9: 81%|########1 | 8141/10000 [08:29<02:01, 15.29it/s]
ELBO: -18054.4: 81%|########1 | 8142/10000 [08:29<02:01, 15.29it/s]
ELBO: -18054.4: 81%|########1 | 8143/10000 [08:29<02:05, 14.76it/s]
ELBO: -18055.4: 81%|########1 | 8143/10000 [08:29<02:05, 14.76it/s]
ELBO: -18001.3: 81%|########1 | 8144/10000 [08:29<02:05, 14.76it/s]
ELBO: -18052.5: 81%|########1 | 8145/10000 [08:29<02:05, 14.76it/s]
ELBO: -18052.5: 81%|########1 | 8146/10000 [08:29<01:53, 16.31it/s]
ELBO: -17986.5: 81%|########1 | 8146/10000 [08:29<01:53, 16.31it/s]
ELBO: -18036.1: 81%|########1 | 8147/10000 [08:29<01:53, 16.31it/s]
ELBO: -18036.1: 81%|########1 | 8148/10000 [08:29<02:03, 14.97it/s]
ELBO: -18057.9: 81%|########1 | 8148/10000 [08:29<02:03, 14.97it/s]
ELBO: -17986.0: 81%|########1 | 8149/10000 [08:29<02:03, 14.97it/s]
ELBO: -18065.0: 82%|########1 | 8150/10000 [08:29<02:03, 14.97it/s]
ELBO: -18065.0: 82%|########1 | 8151/10000 [08:29<01:51, 16.51it/s]
ELBO: -18046.2: 82%|########1 | 8151/10000 [08:29<01:51, 16.51it/s]
ELBO: -18007.3: 82%|########1 | 8152/10000 [08:29<01:51, 16.51it/s]
ELBO: -18007.3: 82%|########1 | 8153/10000 [08:29<02:02, 15.03it/s]
ELBO: -18012.3: 82%|########1 | 8153/10000 [08:29<02:02, 15.03it/s]
ELBO: -17982.9: 82%|########1 | 8154/10000 [08:30<02:02, 15.03it/s]
ELBO: -18014.2: 82%|########1 | 8155/10000 [08:30<02:02, 15.03it/s]
ELBO: -18014.2: 82%|########1 | 8156/10000 [08:30<01:50, 16.62it/s]
ELBO: -18038.3: 82%|########1 | 8156/10000 [08:30<01:50, 16.62it/s]
ELBO: -18024.6: 82%|########1 | 8157/10000 [08:30<01:50, 16.62it/s]
ELBO: -18024.6: 82%|########1 | 8158/10000 [08:30<02:01, 15.22it/s]
ELBO: -18094.1: 82%|########1 | 8158/10000 [08:30<02:01, 15.22it/s]
ELBO: -18079.5: 82%|########1 | 8159/10000 [08:30<02:00, 15.22it/s]
ELBO: -18058.2: 82%|########1 | 8160/10000 [08:30<02:00, 15.22it/s]
ELBO: -18058.2: 82%|########1 | 8161/10000 [08:30<02:04, 14.76it/s]
ELBO: -18014.7: 82%|########1 | 8161/10000 [08:30<02:04, 14.76it/s]
ELBO: -18070.1: 82%|########1 | 8162/10000 [08:30<02:04, 14.76it/s]
ELBO: -18019.7: 82%|########1 | 8163/10000 [08:30<02:04, 14.76it/s]
ELBO: -18019.7: 82%|########1 | 8164/10000 [08:30<01:52, 16.28it/s]
ELBO: -18076.6: 82%|########1 | 8164/10000 [08:30<01:52, 16.28it/s]
ELBO: -18039.0: 82%|########1 | 8165/10000 [08:30<01:52, 16.28it/s]
ELBO: -18039.0: 82%|########1 | 8166/10000 [08:30<02:02, 14.98it/s]
ELBO: -18027.2: 82%|########1 | 8166/10000 [08:30<02:02, 14.98it/s]
ELBO: -18060.7: 82%|########1 | 8167/10000 [08:30<02:02, 14.98it/s]
ELBO: -18026.7: 82%|########1 | 8168/10000 [08:30<02:02, 14.98it/s]
ELBO: -18026.7: 82%|########1 | 8169/10000 [08:30<01:50, 16.58it/s]
ELBO: -18046.7: 82%|########1 | 8169/10000 [08:31<01:50, 16.58it/s]
ELBO: -18035.8: 82%|########1 | 8170/10000 [08:31<01:50, 16.58it/s]
ELBO: -18035.8: 82%|########1 | 8171/10000 [08:31<02:00, 15.16it/s]
ELBO: -18107.8: 82%|########1 | 8171/10000 [08:31<02:00, 15.16it/s]
ELBO: -18033.8: 82%|########1 | 8172/10000 [08:31<02:00, 15.16it/s]
ELBO: -18047.9: 82%|########1 | 8173/10000 [08:31<02:00, 15.16it/s]
ELBO: -18047.9: 82%|########1 | 8174/10000 [08:31<01:49, 16.74it/s]
ELBO: -18148.4: 82%|########1 | 8174/10000 [08:31<01:49, 16.74it/s]
ELBO: -17946.6: 82%|########1 | 8175/10000 [08:31<01:49, 16.74it/s]
ELBO: -17946.6: 82%|########1 | 8176/10000 [08:31<01:59, 15.24it/s]
ELBO: -18054.9: 82%|########1 | 8176/10000 [08:31<01:59, 15.24it/s]
ELBO: -17988.2: 82%|########1 | 8177/10000 [08:31<01:59, 15.24it/s]
ELBO: -18029.1: 82%|########1 | 8178/10000 [08:31<01:59, 15.24it/s]
ELBO: -18029.1: 82%|########1 | 8179/10000 [08:31<02:03, 14.72it/s]
ELBO: -18046.4: 82%|########1 | 8179/10000 [08:31<02:03, 14.72it/s]
ELBO: -18009.2: 82%|########1 | 8180/10000 [08:31<02:03, 14.72it/s]
ELBO: -18016.9: 82%|########1 | 8181/10000 [08:31<02:03, 14.72it/s]
ELBO: -18016.9: 82%|########1 | 8182/10000 [08:31<01:51, 16.31it/s]
ELBO: -18031.3: 82%|########1 | 8182/10000 [08:31<01:51, 16.31it/s]
ELBO: -18001.7: 82%|########1 | 8183/10000 [08:31<01:51, 16.31it/s]
ELBO: -18001.7: 82%|########1 | 8184/10000 [08:31<02:00, 15.06it/s]
ELBO: -18000.3: 82%|########1 | 8184/10000 [08:31<02:00, 15.06it/s]
ELBO: -18025.8: 82%|########1 | 8185/10000 [08:32<02:00, 15.06it/s]
ELBO: -17973.8: 82%|########1 | 8186/10000 [08:32<02:00, 15.06it/s]
ELBO: -17973.8: 82%|########1 | 8187/10000 [08:32<01:49, 16.59it/s]
ELBO: -18020.8: 82%|########1 | 8187/10000 [08:32<01:49, 16.59it/s]
ELBO: -18006.8: 82%|########1 | 8188/10000 [08:32<01:49, 16.59it/s]
ELBO: -18006.8: 82%|########1 | 8189/10000 [08:32<01:59, 15.15it/s]
ELBO: -18017.8: 82%|########1 | 8189/10000 [08:32<01:59, 15.15it/s]
ELBO: -18072.2: 82%|########1 | 8190/10000 [08:32<01:59, 15.15it/s]
ELBO: -18053.9: 82%|########1 | 8191/10000 [08:32<01:59, 15.15it/s]
ELBO: -18053.9: 82%|########1 | 8192/10000 [08:32<01:48, 16.72it/s]
ELBO: -18036.9: 82%|########1 | 8192/10000 [08:32<01:48, 16.72it/s]
ELBO: -18055.3: 82%|########1 | 8193/10000 [08:32<01:48, 16.72it/s]
ELBO: -18055.3: 82%|########1 | 8194/10000 [08:32<01:58, 15.25it/s]
ELBO: -17976.8: 82%|########1 | 8194/10000 [08:32<01:58, 15.25it/s]
ELBO: -18046.2: 82%|########1 | 8195/10000 [08:32<01:58, 15.25it/s]
ELBO: -18031.2: 82%|########1 | 8196/10000 [08:32<01:58, 15.25it/s]
ELBO: -18031.2: 82%|########1 | 8197/10000 [08:32<02:02, 14.69it/s]
ELBO: -18031.1: 82%|########1 | 8197/10000 [08:32<02:02, 14.69it/s]
ELBO: -17998.6: 82%|########1 | 8198/10000 [08:32<02:02, 14.69it/s]
ELBO: -18031.3: 82%|########1 | 8199/10000 [08:32<02:02, 14.69it/s]
ELBO: -18031.3: 82%|########2 | 8200/10000 [08:32<01:50, 16.30it/s]
ELBO: -18057.3: 82%|########2 | 8200/10000 [08:32<01:50, 16.30it/s]
ELBO: -18062.0: 82%|########2 | 8201/10000 [08:33<01:50, 16.30it/s]
ELBO: -18062.0: 82%|########2 | 8202/10000 [08:33<01:59, 15.03it/s]
ELBO: -17999.5: 82%|########2 | 8202/10000 [08:33<01:59, 15.03it/s]
ELBO: -18075.2: 82%|########2 | 8203/10000 [08:33<01:59, 15.03it/s]
ELBO: -18066.7: 82%|########2 | 8204/10000 [08:33<01:59, 15.03it/s]
ELBO: -18066.7: 82%|########2 | 8205/10000 [08:33<01:48, 16.58it/s]
ELBO: -18010.7: 82%|########2 | 8205/10000 [08:33<01:48, 16.58it/s]
ELBO: -18045.8: 82%|########2 | 8206/10000 [08:33<01:48, 16.58it/s]
ELBO: -18045.8: 82%|########2 | 8207/10000 [08:33<01:58, 15.17it/s]
ELBO: -18074.7: 82%|########2 | 8207/10000 [08:33<01:58, 15.17it/s]
ELBO: -18084.7: 82%|########2 | 8208/10000 [08:33<01:58, 15.17it/s]
ELBO: -18061.9: 82%|########2 | 8209/10000 [08:33<01:58, 15.17it/s]
ELBO: -18061.9: 82%|########2 | 8210/10000 [08:33<01:47, 16.67it/s]
ELBO: -18036.7: 82%|########2 | 8210/10000 [08:33<01:47, 16.67it/s]
ELBO: -18045.3: 82%|########2 | 8211/10000 [08:33<01:47, 16.67it/s]
ELBO: -18045.3: 82%|########2 | 8212/10000 [08:33<01:57, 15.21it/s]
ELBO: -18022.6: 82%|########2 | 8212/10000 [08:33<01:57, 15.21it/s]
ELBO: -18039.5: 82%|########2 | 8213/10000 [08:33<01:57, 15.21it/s]
ELBO: -18012.5: 82%|########2 | 8214/10000 [08:33<01:57, 15.21it/s]
ELBO: -18012.5: 82%|########2 | 8215/10000 [08:33<02:01, 14.67it/s]
ELBO: -18029.0: 82%|########2 | 8215/10000 [08:33<02:01, 14.67it/s]
ELBO: -18043.5: 82%|########2 | 8216/10000 [08:34<02:01, 14.67it/s]
ELBO: -18000.8: 82%|########2 | 8217/10000 [08:34<02:01, 14.67it/s]
ELBO: -18000.8: 82%|########2 | 8218/10000 [08:34<01:49, 16.23it/s]
ELBO: -18047.8: 82%|########2 | 8218/10000 [08:34<01:49, 16.23it/s]
ELBO: -18018.7: 82%|########2 | 8219/10000 [08:34<01:49, 16.23it/s]
ELBO: -18018.7: 82%|########2 | 8220/10000 [08:34<01:58, 15.00it/s]
ELBO: -18049.3: 82%|########2 | 8220/10000 [08:34<01:58, 15.00it/s]
ELBO: -18072.2: 82%|########2 | 8221/10000 [08:34<01:58, 15.00it/s]
ELBO: -17958.1: 82%|########2 | 8222/10000 [08:34<01:58, 15.00it/s]
ELBO: -17958.1: 82%|########2 | 8223/10000 [08:34<01:47, 16.58it/s]
ELBO: -18037.0: 82%|########2 | 8223/10000 [08:34<01:47, 16.58it/s]
ELBO: -17980.4: 82%|########2 | 8224/10000 [08:34<01:47, 16.58it/s]
ELBO: -17980.4: 82%|########2 | 8225/10000 [08:34<01:57, 15.16it/s]
ELBO: -18025.3: 82%|########2 | 8225/10000 [08:34<01:57, 15.16it/s]
ELBO: -17989.1: 82%|########2 | 8226/10000 [08:34<01:57, 15.16it/s]
ELBO: -18036.1: 82%|########2 | 8227/10000 [08:34<01:56, 15.16it/s]
ELBO: -18036.1: 82%|########2 | 8228/10000 [08:34<01:46, 16.71it/s]
ELBO: -18031.0: 82%|########2 | 8228/10000 [08:34<01:46, 16.71it/s]
ELBO: -18031.0: 82%|########2 | 8231/10000 [08:34<01:33, 18.84it/s]
ELBO: -18021.5: 82%|########2 | 8231/10000 [08:34<01:33, 18.84it/s]
ELBO: -18010.1: 82%|########2 | 8232/10000 [08:34<01:33, 18.84it/s]
ELBO: -18000.3: 82%|########2 | 8233/10000 [08:34<01:33, 18.84it/s]
ELBO: -18000.3: 82%|########2 | 8234/10000 [08:34<01:31, 19.32it/s]
ELBO: -18027.4: 82%|########2 | 8234/10000 [08:35<01:31, 19.32it/s]
ELBO: -18032.8: 82%|########2 | 8235/10000 [08:35<01:31, 19.32it/s]
ELBO: -18032.8: 82%|########2 | 8236/10000 [08:35<01:44, 16.83it/s]
ELBO: -18001.9: 82%|########2 | 8236/10000 [08:35<01:44, 16.83it/s]
ELBO: -18007.8: 82%|########2 | 8237/10000 [08:35<01:44, 16.83it/s]
ELBO: -18009.5: 82%|########2 | 8238/10000 [08:35<01:44, 16.83it/s]
ELBO: -18009.5: 82%|########2 | 8239/10000 [08:35<01:38, 17.88it/s]
ELBO: -18019.8: 82%|########2 | 8239/10000 [08:35<01:38, 17.88it/s]
ELBO: -18000.8: 82%|########2 | 8240/10000 [08:35<01:38, 17.88it/s]
ELBO: -18000.8: 82%|########2 | 8241/10000 [08:35<01:50, 15.97it/s]
ELBO: -18032.4: 82%|########2 | 8241/10000 [08:35<01:50, 15.97it/s]
ELBO: -18016.3: 82%|########2 | 8242/10000 [08:35<01:50, 15.97it/s]
ELBO: -17991.8: 82%|########2 | 8243/10000 [08:35<01:50, 15.97it/s]
ELBO: -17991.8: 82%|########2 | 8244/10000 [08:35<01:55, 15.16it/s]
ELBO: -17984.0: 82%|########2 | 8244/10000 [08:35<01:55, 15.16it/s]
ELBO: -18013.1: 82%|########2 | 8245/10000 [08:35<01:55, 15.16it/s]
ELBO: -17990.0: 82%|########2 | 8246/10000 [08:35<01:55, 15.16it/s]
ELBO: -17990.0: 82%|########2 | 8247/10000 [08:35<01:45, 16.65it/s]
ELBO: -18030.7: 82%|########2 | 8247/10000 [08:35<01:45, 16.65it/s]
ELBO: -18009.6: 82%|########2 | 8248/10000 [08:35<01:45, 16.65it/s]
ELBO: -18009.6: 82%|########2 | 8249/10000 [08:35<01:54, 15.30it/s]
ELBO: -18070.9: 82%|########2 | 8249/10000 [08:35<01:54, 15.30it/s]
ELBO: -18052.5: 82%|########2 | 8250/10000 [08:36<01:54, 15.30it/s]
ELBO: -17992.4: 83%|########2 | 8251/10000 [08:36<01:54, 15.30it/s]
ELBO: -17992.4: 83%|########2 | 8252/10000 [08:36<01:44, 16.77it/s]
ELBO: -18122.7: 83%|########2 | 8252/10000 [08:36<01:44, 16.77it/s]
ELBO: -17984.2: 83%|########2 | 8253/10000 [08:36<01:44, 16.77it/s]
ELBO: -17984.2: 83%|########2 | 8254/10000 [08:36<01:54, 15.26it/s]
ELBO: -18075.5: 83%|########2 | 8254/10000 [08:36<01:54, 15.26it/s]
ELBO: -17972.3: 83%|########2 | 8255/10000 [08:36<01:54, 15.26it/s]
ELBO: -17996.3: 83%|########2 | 8256/10000 [08:36<01:54, 15.26it/s]
ELBO: -17996.3: 83%|########2 | 8257/10000 [08:36<01:44, 16.76it/s]
ELBO: -18058.6: 83%|########2 | 8257/10000 [08:36<01:44, 16.76it/s]
ELBO: -18013.4: 83%|########2 | 8258/10000 [08:36<01:43, 16.76it/s]
ELBO: -18013.4: 83%|########2 | 8259/10000 [08:36<01:53, 15.29it/s]
ELBO: -18038.7: 83%|########2 | 8259/10000 [08:36<01:53, 15.29it/s]
ELBO: -18049.9: 83%|########2 | 8260/10000 [08:36<01:53, 15.29it/s]
ELBO: -18038.3: 83%|########2 | 8261/10000 [08:36<01:53, 15.29it/s]
ELBO: -18038.3: 83%|########2 | 8262/10000 [08:36<01:57, 14.80it/s]
ELBO: -18050.3: 83%|########2 | 8262/10000 [08:36<01:57, 14.80it/s]
ELBO: -18043.3: 83%|########2 | 8263/10000 [08:36<01:57, 14.80it/s]
ELBO: -18030.9: 83%|########2 | 8264/10000 [08:36<01:57, 14.80it/s]
ELBO: -18030.9: 83%|########2 | 8265/10000 [08:36<01:46, 16.35it/s]
ELBO: -17970.3: 83%|########2 | 8265/10000 [08:36<01:46, 16.35it/s]
ELBO: -18002.7: 83%|########2 | 8266/10000 [08:37<01:46, 16.35it/s]
ELBO: -18002.7: 83%|########2 | 8267/10000 [08:37<01:54, 15.10it/s]
ELBO: -18086.6: 83%|########2 | 8267/10000 [08:37<01:54, 15.10it/s]
ELBO: -18075.0: 83%|########2 | 8268/10000 [08:37<01:54, 15.10it/s]
ELBO: -18060.5: 83%|########2 | 8269/10000 [08:37<01:54, 15.10it/s]
ELBO: -18060.5: 83%|########2 | 8270/10000 [08:37<01:44, 16.54it/s]
ELBO: -17960.2: 83%|########2 | 8270/10000 [08:37<01:44, 16.54it/s]
ELBO: -18024.4: 83%|########2 | 8271/10000 [08:37<01:44, 16.54it/s]
ELBO: -18024.4: 83%|########2 | 8272/10000 [08:37<01:54, 15.10it/s]
ELBO: -18001.5: 83%|########2 | 8272/10000 [08:37<01:54, 15.10it/s]
ELBO: -17978.2: 83%|########2 | 8273/10000 [08:37<01:54, 15.10it/s]
ELBO: -17984.4: 83%|########2 | 8274/10000 [08:37<01:54, 15.10it/s]
ELBO: -17984.4: 83%|########2 | 8275/10000 [08:37<01:43, 16.67it/s]
ELBO: -18056.0: 83%|########2 | 8275/10000 [08:37<01:43, 16.67it/s]
ELBO: -18009.8: 83%|########2 | 8276/10000 [08:37<01:43, 16.67it/s]
ELBO: -18009.8: 83%|########2 | 8277/10000 [08:37<01:52, 15.25it/s]
ELBO: -18031.8: 83%|########2 | 8277/10000 [08:37<01:52, 15.25it/s]
ELBO: -18011.2: 83%|########2 | 8278/10000 [08:37<01:52, 15.25it/s]
ELBO: -17984.1: 83%|########2 | 8279/10000 [08:37<01:52, 15.25it/s]
ELBO: -17984.1: 83%|########2 | 8280/10000 [08:37<01:56, 14.82it/s]
ELBO: -17993.5: 83%|########2 | 8280/10000 [08:37<01:56, 14.82it/s]
ELBO: -18049.9: 83%|########2 | 8281/10000 [08:38<01:56, 14.82it/s]
ELBO: -18026.5: 83%|########2 | 8282/10000 [08:38<01:55, 14.82it/s]
ELBO: -18026.5: 83%|########2 | 8283/10000 [08:38<01:44, 16.40it/s]
ELBO: -18008.3: 83%|########2 | 8283/10000 [08:38<01:44, 16.40it/s]
ELBO: -18016.9: 83%|########2 | 8284/10000 [08:38<01:44, 16.40it/s]
ELBO: -18016.9: 83%|########2 | 8285/10000 [08:38<01:53, 15.09it/s]
ELBO: -18042.7: 83%|########2 | 8285/10000 [08:38<01:53, 15.09it/s]
ELBO: -17990.8: 83%|########2 | 8286/10000 [08:38<01:53, 15.09it/s]
ELBO: -18053.6: 83%|########2 | 8287/10000 [08:38<01:53, 15.09it/s]
ELBO: -18053.6: 83%|########2 | 8288/10000 [08:38<01:42, 16.64it/s]
ELBO: -18033.9: 83%|########2 | 8288/10000 [08:38<01:42, 16.64it/s]
ELBO: -18016.9: 83%|########2 | 8289/10000 [08:38<01:42, 16.64it/s]
ELBO: -18016.9: 83%|########2 | 8290/10000 [08:38<01:52, 15.21it/s]
ELBO: -18056.4: 83%|########2 | 8290/10000 [08:38<01:52, 15.21it/s]
ELBO: -18019.3: 83%|########2 | 8291/10000 [08:38<01:52, 15.21it/s]
ELBO: -18053.3: 83%|########2 | 8292/10000 [08:38<01:52, 15.21it/s]
ELBO: -18053.3: 83%|########2 | 8293/10000 [08:38<01:41, 16.79it/s]
ELBO: -17999.6: 83%|########2 | 8293/10000 [08:38<01:41, 16.79it/s]
ELBO: -18031.5: 83%|########2 | 8294/10000 [08:38<01:41, 16.79it/s]
ELBO: -18031.5: 83%|########2 | 8295/10000 [08:38<01:51, 15.31it/s]
ELBO: -18045.2: 83%|########2 | 8295/10000 [08:38<01:51, 15.31it/s]
ELBO: -18023.7: 83%|########2 | 8296/10000 [08:38<01:51, 15.31it/s]
ELBO: -18033.2: 83%|########2 | 8297/10000 [08:39<01:51, 15.31it/s]
ELBO: -18033.2: 83%|########2 | 8298/10000 [08:39<01:55, 14.77it/s]
ELBO: -18054.7: 83%|########2 | 8298/10000 [08:39<01:55, 14.77it/s]
ELBO: -18003.7: 83%|########2 | 8299/10000 [08:39<01:55, 14.77it/s]
ELBO: -18004.2: 83%|########2 | 8300/10000 [08:39<01:55, 14.77it/s]
ELBO: -18004.2: 83%|########3 | 8301/10000 [08:39<01:44, 16.30it/s]
ELBO: -18037.9: 83%|########3 | 8301/10000 [08:39<01:44, 16.30it/s]
ELBO: -18014.6: 83%|########3 | 8302/10000 [08:39<01:44, 16.30it/s]
ELBO: -18014.6: 83%|########3 | 8303/10000 [08:39<01:53, 15.00it/s]
ELBO: -18014.9: 83%|########3 | 8303/10000 [08:39<01:53, 15.00it/s]
ELBO: -18011.4: 83%|########3 | 8304/10000 [08:39<01:53, 15.00it/s]
ELBO: -17970.6: 83%|########3 | 8305/10000 [08:39<01:53, 15.00it/s]
ELBO: -17970.6: 83%|########3 | 8306/10000 [08:39<01:42, 16.57it/s]
ELBO: -17984.9: 83%|########3 | 8306/10000 [08:39<01:42, 16.57it/s]
ELBO: -17988.4: 83%|########3 | 8307/10000 [08:39<01:42, 16.57it/s]
ELBO: -17988.4: 83%|########3 | 8308/10000 [08:39<01:51, 15.14it/s]
ELBO: -17969.7: 83%|########3 | 8308/10000 [08:39<01:51, 15.14it/s]
ELBO: -18004.0: 83%|########3 | 8309/10000 [08:39<01:51, 15.14it/s]
ELBO: -18032.5: 83%|########3 | 8310/10000 [08:39<01:51, 15.14it/s]
ELBO: -18032.5: 83%|########3 | 8311/10000 [08:39<01:41, 16.70it/s]
ELBO: -17983.6: 83%|########3 | 8311/10000 [08:39<01:41, 16.70it/s]
ELBO: -17986.7: 83%|########3 | 8312/10000 [08:40<01:41, 16.70it/s]
ELBO: -17986.7: 83%|########3 | 8313/10000 [08:40<01:50, 15.24it/s]
ELBO: -18050.9: 83%|########3 | 8313/10000 [08:40<01:50, 15.24it/s]
ELBO: -18043.2: 83%|########3 | 8314/10000 [08:40<01:50, 15.24it/s]
ELBO: -17997.5: 83%|########3 | 8315/10000 [08:40<01:50, 15.24it/s]
ELBO: -17997.5: 83%|########3 | 8316/10000 [08:40<01:54, 14.77it/s]
ELBO: -18005.7: 83%|########3 | 8316/10000 [08:40<01:54, 14.77it/s]
ELBO: -18041.1: 83%|########3 | 8317/10000 [08:40<01:53, 14.77it/s]
ELBO: -18020.7: 83%|########3 | 8318/10000 [08:40<01:53, 14.77it/s]
ELBO: -18020.7: 83%|########3 | 8319/10000 [08:40<01:42, 16.33it/s]
ELBO: -18052.8: 83%|########3 | 8319/10000 [08:40<01:42, 16.33it/s]
ELBO: -17990.1: 83%|########3 | 8320/10000 [08:40<01:42, 16.33it/s]
ELBO: -17990.1: 83%|########3 | 8321/10000 [08:40<01:51, 15.08it/s]
ELBO: -18001.5: 83%|########3 | 8321/10000 [08:40<01:51, 15.08it/s]
ELBO: -18011.9: 83%|########3 | 8322/10000 [08:40<01:51, 15.08it/s]
ELBO: -18018.4: 83%|########3 | 8323/10000 [08:40<01:51, 15.08it/s]
ELBO: -18018.4: 83%|########3 | 8324/10000 [08:40<01:40, 16.65it/s]
ELBO: -18029.6: 83%|########3 | 8324/10000 [08:40<01:40, 16.65it/s]
ELBO: -18010.1: 83%|########3 | 8325/10000 [08:40<01:40, 16.65it/s]
ELBO: -18010.1: 83%|########3 | 8326/10000 [08:40<01:50, 15.13it/s]
ELBO: -17976.5: 83%|########3 | 8326/10000 [08:40<01:50, 15.13it/s]
ELBO: -18007.5: 83%|########3 | 8327/10000 [08:40<01:50, 15.13it/s]
ELBO: -18008.3: 83%|########3 | 8328/10000 [08:40<01:50, 15.13it/s]
ELBO: -18008.3: 83%|########3 | 8329/10000 [08:40<01:40, 16.68it/s]
ELBO: -18037.4: 83%|########3 | 8329/10000 [08:41<01:40, 16.68it/s]
ELBO: -17984.3: 83%|########3 | 8330/10000 [08:41<01:40, 16.68it/s]
ELBO: -17984.3: 83%|########3 | 8331/10000 [08:41<01:49, 15.22it/s]
ELBO: -18017.6: 83%|########3 | 8331/10000 [08:41<01:49, 15.22it/s]
ELBO: -18004.2: 83%|########3 | 8332/10000 [08:41<01:49, 15.22it/s]
ELBO: -17985.0: 83%|########3 | 8333/10000 [08:41<01:49, 15.22it/s]
ELBO: -17985.0: 83%|########3 | 8334/10000 [08:41<01:52, 14.76it/s]
ELBO: -18053.5: 83%|########3 | 8334/10000 [08:41<01:52, 14.76it/s]
ELBO: -17995.2: 83%|########3 | 8335/10000 [08:41<01:52, 14.76it/s]
ELBO: -17966.8: 83%|########3 | 8336/10000 [08:41<01:52, 14.76it/s]
ELBO: -17966.8: 83%|########3 | 8337/10000 [08:41<01:41, 16.32it/s]
ELBO: -18002.2: 83%|########3 | 8337/10000 [08:41<01:41, 16.32it/s]
ELBO: -18052.2: 83%|########3 | 8338/10000 [08:41<01:41, 16.32it/s]
ELBO: -18052.2: 83%|########3 | 8339/10000 [08:41<01:50, 15.01it/s]
ELBO: -17999.4: 83%|########3 | 8339/10000 [08:41<01:50, 15.01it/s]
ELBO: -18024.1: 83%|########3 | 8340/10000 [08:41<01:50, 15.01it/s]
ELBO: -17981.9: 83%|########3 | 8341/10000 [08:41<01:50, 15.01it/s]
ELBO: -17981.9: 83%|########3 | 8342/10000 [08:41<01:39, 16.59it/s]
ELBO: -17990.6: 83%|########3 | 8342/10000 [08:41<01:39, 16.59it/s]
ELBO: -18064.7: 83%|########3 | 8343/10000 [08:41<01:39, 16.59it/s]
ELBO: -18064.7: 83%|########3 | 8344/10000 [08:41<01:49, 15.16it/s]
ELBO: -18014.8: 83%|########3 | 8344/10000 [08:42<01:49, 15.16it/s]
ELBO: -18012.8: 83%|########3 | 8345/10000 [08:42<01:49, 15.16it/s]
ELBO: -18040.1: 83%|########3 | 8346/10000 [08:42<01:49, 15.16it/s]
ELBO: -18040.1: 83%|########3 | 8347/10000 [08:42<01:38, 16.71it/s]
ELBO: -17989.7: 83%|########3 | 8347/10000 [08:42<01:38, 16.71it/s]
ELBO: -18002.3: 83%|########3 | 8348/10000 [08:42<01:38, 16.71it/s]
ELBO: -18002.3: 83%|########3 | 8349/10000 [08:42<01:48, 15.24it/s]
ELBO: -18015.1: 83%|########3 | 8349/10000 [08:42<01:48, 15.24it/s]
ELBO: -17964.0: 84%|########3 | 8350/10000 [08:42<01:48, 15.24it/s]
ELBO: -18020.2: 84%|########3 | 8351/10000 [08:42<01:48, 15.24it/s]
ELBO: -18020.2: 84%|########3 | 8352/10000 [08:42<01:51, 14.76it/s]
ELBO: -17989.7: 84%|########3 | 8352/10000 [08:42<01:51, 14.76it/s]
ELBO: -17959.2: 84%|########3 | 8353/10000 [08:42<01:51, 14.76it/s]
ELBO: -17980.2: 84%|########3 | 8354/10000 [08:42<01:51, 14.76it/s]
ELBO: -17980.2: 84%|########3 | 8355/10000 [08:42<01:41, 16.28it/s]
ELBO: -18026.6: 84%|########3 | 8355/10000 [08:42<01:41, 16.28it/s]
ELBO: -17996.3: 84%|########3 | 8356/10000 [08:42<01:40, 16.28it/s]
ELBO: -17996.3: 84%|########3 | 8357/10000 [08:42<01:49, 14.98it/s]
ELBO: -18012.0: 84%|########3 | 8357/10000 [08:42<01:49, 14.98it/s]
ELBO: -18019.0: 84%|########3 | 8358/10000 [08:42<01:49, 14.98it/s]
ELBO: -18047.3: 84%|########3 | 8359/10000 [08:42<01:49, 14.98it/s]
ELBO: -18047.3: 84%|########3 | 8360/10000 [08:42<01:39, 16.55it/s]
ELBO: -18019.8: 84%|########3 | 8360/10000 [08:43<01:39, 16.55it/s]
ELBO: -17960.7: 84%|########3 | 8361/10000 [08:43<01:39, 16.55it/s]
ELBO: -17960.7: 84%|########3 | 8362/10000 [08:43<01:48, 15.14it/s]
ELBO: -18010.1: 84%|########3 | 8362/10000 [08:43<01:48, 15.14it/s]
ELBO: -18020.8: 84%|########3 | 8363/10000 [08:43<01:48, 15.14it/s]
ELBO: -18008.2: 84%|########3 | 8364/10000 [08:43<01:48, 15.14it/s]
ELBO: -18008.2: 84%|########3 | 8365/10000 [08:43<01:37, 16.69it/s]
ELBO: -17965.4: 84%|########3 | 8365/10000 [08:43<01:37, 16.69it/s]
ELBO: -17975.3: 84%|########3 | 8366/10000 [08:43<01:37, 16.69it/s]
ELBO: -17975.3: 84%|########3 | 8367/10000 [08:43<01:47, 15.23it/s]
ELBO: -18002.2: 84%|########3 | 8367/10000 [08:43<01:47, 15.23it/s]
ELBO: -17957.6: 84%|########3 | 8368/10000 [08:43<01:47, 15.23it/s]
ELBO: -18007.2: 84%|########3 | 8369/10000 [08:43<01:47, 15.23it/s]
ELBO: -18007.2: 84%|########3 | 8370/10000 [08:43<01:50, 14.78it/s]
ELBO: -17982.1: 84%|########3 | 8370/10000 [08:43<01:50, 14.78it/s]
ELBO: -17981.4: 84%|########3 | 8371/10000 [08:43<01:50, 14.78it/s]
ELBO: -17988.5: 84%|########3 | 8372/10000 [08:43<01:50, 14.78it/s]
ELBO: -17988.5: 84%|########3 | 8373/10000 [08:43<01:39, 16.34it/s]
ELBO: -18008.4: 84%|########3 | 8373/10000 [08:43<01:39, 16.34it/s]
ELBO: -17970.8: 84%|########3 | 8374/10000 [08:43<01:39, 16.34it/s]
ELBO: -17970.8: 84%|########3 | 8375/10000 [08:43<01:48, 15.05it/s]
ELBO: -18012.1: 84%|########3 | 8375/10000 [08:44<01:48, 15.05it/s]
ELBO: -17965.9: 84%|########3 | 8376/10000 [08:44<01:47, 15.05it/s]
ELBO: -17994.1: 84%|########3 | 8377/10000 [08:44<01:47, 15.05it/s]
ELBO: -17994.1: 84%|########3 | 8378/10000 [08:44<01:37, 16.58it/s]
ELBO: -17994.9: 84%|########3 | 8378/10000 [08:44<01:37, 16.58it/s]
ELBO: -17974.9: 84%|########3 | 8379/10000 [08:44<01:37, 16.58it/s]
ELBO: -17974.9: 84%|########3 | 8380/10000 [08:44<01:47, 15.12it/s]
ELBO: -18006.1: 84%|########3 | 8380/10000 [08:44<01:47, 15.12it/s]
ELBO: -18001.2: 84%|########3 | 8381/10000 [08:44<01:47, 15.12it/s]
ELBO: -17949.7: 84%|########3 | 8382/10000 [08:44<01:47, 15.12it/s]
ELBO: -17949.7: 84%|########3 | 8383/10000 [08:44<01:36, 16.70it/s]
ELBO: -17974.2: 84%|########3 | 8383/10000 [08:44<01:36, 16.70it/s]
ELBO: -17971.4: 84%|########3 | 8384/10000 [08:44<01:36, 16.70it/s]
ELBO: -17971.4: 84%|########3 | 8385/10000 [08:44<01:45, 15.28it/s]
ELBO: -18022.8: 84%|########3 | 8385/10000 [08:44<01:45, 15.28it/s]
ELBO: -17969.8: 84%|########3 | 8386/10000 [08:44<01:45, 15.28it/s]
ELBO: -17990.4: 84%|########3 | 8387/10000 [08:44<01:45, 15.28it/s]
ELBO: -17990.4: 84%|########3 | 8388/10000 [08:44<01:48, 14.82it/s]
ELBO: -17957.3: 84%|########3 | 8388/10000 [08:44<01:48, 14.82it/s]
ELBO: -18003.5: 84%|########3 | 8389/10000 [08:44<01:48, 14.82it/s]
ELBO: -18008.4: 84%|########3 | 8390/10000 [08:44<01:48, 14.82it/s]
ELBO: -18008.4: 84%|########3 | 8391/10000 [08:44<01:38, 16.39it/s]
ELBO: -18044.9: 84%|########3 | 8391/10000 [08:45<01:38, 16.39it/s]
ELBO: -17988.6: 84%|########3 | 8392/10000 [08:45<01:38, 16.39it/s]
ELBO: -17988.6: 84%|########3 | 8393/10000 [08:45<01:46, 15.16it/s]
ELBO: -18002.4: 84%|########3 | 8393/10000 [08:45<01:46, 15.16it/s]
ELBO: -17958.1: 84%|########3 | 8394/10000 [08:45<01:45, 15.16it/s]
ELBO: -17964.7: 84%|########3 | 8395/10000 [08:45<01:45, 15.16it/s]
ELBO: -17964.7: 84%|########3 | 8396/10000 [08:45<01:36, 16.67it/s]
ELBO: -18000.8: 84%|########3 | 8396/10000 [08:45<01:36, 16.67it/s]
ELBO: -17982.7: 84%|########3 | 8397/10000 [08:45<01:36, 16.67it/s]
ELBO: -17982.7: 84%|########3 | 8398/10000 [08:45<01:45, 15.14it/s]
ELBO: -18038.6: 84%|########3 | 8398/10000 [08:45<01:45, 15.14it/s]
ELBO: -17998.9: 84%|########3 | 8399/10000 [08:45<01:45, 15.14it/s]
ELBO: -18030.9: 84%|########4 | 8400/10000 [08:45<01:45, 15.14it/s]
ELBO: -18030.9: 84%|########4 | 8401/10000 [08:45<01:35, 16.70it/s]
ELBO: -17968.4: 84%|########4 | 8401/10000 [08:45<01:35, 16.70it/s]
ELBO: -17954.2: 84%|########4 | 8402/10000 [08:45<01:35, 16.70it/s]
ELBO: -17954.2: 84%|########4 | 8403/10000 [08:45<01:45, 15.19it/s]
ELBO: -18040.3: 84%|########4 | 8403/10000 [08:45<01:45, 15.19it/s]
ELBO: -17982.9: 84%|########4 | 8404/10000 [08:45<01:45, 15.19it/s]
ELBO: -17970.8: 84%|########4 | 8405/10000 [08:45<01:45, 15.19it/s]
ELBO: -17970.8: 84%|########4 | 8406/10000 [08:45<01:48, 14.73it/s]
ELBO: -18020.4: 84%|########4 | 8406/10000 [08:46<01:48, 14.73it/s]
ELBO: -17986.5: 84%|########4 | 8407/10000 [08:46<01:48, 14.73it/s]
ELBO: -17970.1: 84%|########4 | 8408/10000 [08:46<01:48, 14.73it/s]
ELBO: -17970.1: 84%|########4 | 8409/10000 [08:46<01:37, 16.29it/s]
ELBO: -17984.8: 84%|########4 | 8409/10000 [08:46<01:37, 16.29it/s]
ELBO: -18016.2: 84%|########4 | 8410/10000 [08:46<01:37, 16.29it/s]
ELBO: -18016.2: 84%|########4 | 8411/10000 [08:46<01:45, 15.05it/s]
ELBO: -18069.6: 84%|########4 | 8411/10000 [08:46<01:45, 15.05it/s]
ELBO: -17975.1: 84%|########4 | 8412/10000 [08:46<01:45, 15.05it/s]
ELBO: -17978.0: 84%|########4 | 8413/10000 [08:46<01:45, 15.05it/s]
ELBO: -17978.0: 84%|########4 | 8414/10000 [08:46<01:35, 16.54it/s]
ELBO: -17999.5: 84%|########4 | 8416/10000 [08:46<01:35, 16.54it/s]
ELBO: -17999.5: 84%|########4 | 8417/10000 [08:46<01:25, 18.56it/s]
ELBO: -18036.7: 84%|########4 | 8417/10000 [08:46<01:25, 18.56it/s]
ELBO: -17987.0: 84%|########4 | 8418/10000 [08:46<01:25, 18.56it/s]
ELBO: -17974.2: 84%|########4 | 8419/10000 [08:46<01:25, 18.56it/s]
ELBO: -17974.2: 84%|########4 | 8420/10000 [08:46<01:22, 19.26it/s]
ELBO: -17994.7: 84%|########4 | 8420/10000 [08:46<01:22, 19.26it/s]
ELBO: -18034.4: 84%|########4 | 8421/10000 [08:46<01:21, 19.26it/s]
ELBO: -18034.4: 84%|########4 | 8422/10000 [08:46<01:33, 16.91it/s]
ELBO: -18048.5: 84%|########4 | 8422/10000 [08:46<01:33, 16.91it/s]
ELBO: -17950.5: 84%|########4 | 8423/10000 [08:46<01:33, 16.91it/s]
ELBO: -18040.9: 84%|########4 | 8424/10000 [08:46<01:33, 16.91it/s]
ELBO: -18040.9: 84%|########4 | 8425/10000 [08:46<01:27, 18.02it/s]
ELBO: -17948.5: 84%|########4 | 8425/10000 [08:47<01:27, 18.02it/s]
ELBO: -17975.5: 84%|########4 | 8426/10000 [08:47<01:27, 18.02it/s]
ELBO: -17975.5: 84%|########4 | 8427/10000 [08:47<01:37, 16.07it/s]
ELBO: -17964.3: 84%|########4 | 8427/10000 [08:47<01:37, 16.07it/s]
ELBO: -17977.3: 84%|########4 | 8428/10000 [08:47<01:37, 16.07it/s]
ELBO: -17982.2: 84%|########4 | 8429/10000 [08:47<01:37, 16.07it/s]
ELBO: -17982.2: 84%|########4 | 8430/10000 [08:47<01:30, 17.42it/s]
ELBO: -17962.9: 84%|########4 | 8430/10000 [08:47<01:30, 17.42it/s]
ELBO: -17954.2: 84%|########4 | 8431/10000 [08:47<01:30, 17.42it/s]
ELBO: -17954.2: 84%|########4 | 8432/10000 [08:47<01:39, 15.71it/s]
ELBO: -17979.6: 84%|########4 | 8432/10000 [08:47<01:39, 15.71it/s]
ELBO: -18034.8: 84%|########4 | 8433/10000 [08:47<01:39, 15.71it/s]
ELBO: -17982.0: 84%|########4 | 8434/10000 [08:47<01:39, 15.71it/s]
ELBO: -17982.0: 84%|########4 | 8435/10000 [08:47<01:43, 15.07it/s]
ELBO: -17981.0: 84%|########4 | 8435/10000 [08:47<01:43, 15.07it/s]
ELBO: -17960.0: 84%|########4 | 8436/10000 [08:47<01:43, 15.07it/s]
ELBO: -17947.4: 84%|########4 | 8437/10000 [08:47<01:43, 15.07it/s]
ELBO: -17947.4: 84%|########4 | 8438/10000 [08:47<01:34, 16.57it/s]
ELBO: -17981.4: 84%|########4 | 8438/10000 [08:47<01:34, 16.57it/s]
ELBO: -18017.2: 84%|########4 | 8439/10000 [08:48<01:34, 16.57it/s]
ELBO: -18017.2: 84%|########4 | 8440/10000 [08:48<01:42, 15.22it/s]
ELBO: -17963.9: 84%|########4 | 8440/10000 [08:48<01:42, 15.22it/s]
ELBO: -17999.4: 84%|########4 | 8441/10000 [08:48<01:42, 15.22it/s]
ELBO: -17970.9: 84%|########4 | 8442/10000 [08:48<01:42, 15.22it/s]
ELBO: -17970.9: 84%|########4 | 8443/10000 [08:48<01:33, 16.68it/s]
ELBO: -17989.4: 84%|########4 | 8443/10000 [08:48<01:33, 16.68it/s]
ELBO: -17974.4: 84%|########4 | 8444/10000 [08:48<01:33, 16.68it/s]
ELBO: -17974.4: 84%|########4 | 8445/10000 [08:48<01:42, 15.20it/s]
ELBO: -17995.0: 84%|########4 | 8445/10000 [08:48<01:42, 15.20it/s]
ELBO: -17980.8: 84%|########4 | 8446/10000 [08:48<01:42, 15.20it/s]
ELBO: -17999.8: 84%|########4 | 8447/10000 [08:48<01:42, 15.20it/s]
ELBO: -17999.8: 84%|########4 | 8448/10000 [08:48<01:32, 16.73it/s]
ELBO: -17981.2: 84%|########4 | 8448/10000 [08:48<01:32, 16.73it/s]
ELBO: -17983.4: 84%|########4 | 8449/10000 [08:48<01:32, 16.73it/s]
ELBO: -17983.4: 84%|########4 | 8450/10000 [08:48<01:42, 15.18it/s]
ELBO: -17972.8: 84%|########4 | 8450/10000 [08:48<01:42, 15.18it/s]
ELBO: -18005.4: 85%|########4 | 8451/10000 [08:48<01:42, 15.18it/s]
ELBO: -17991.9: 85%|########4 | 8452/10000 [08:48<01:41, 15.18it/s]
ELBO: -17991.9: 85%|########4 | 8453/10000 [08:48<01:45, 14.70it/s]
ELBO: -17960.8: 85%|########4 | 8453/10000 [08:48<01:45, 14.70it/s]
ELBO: -17963.8: 85%|########4 | 8454/10000 [08:48<01:45, 14.70it/s]
ELBO: -17994.4: 85%|########4 | 8455/10000 [08:48<01:45, 14.70it/s]
ELBO: -17994.4: 85%|########4 | 8456/10000 [08:48<01:34, 16.26it/s]
ELBO: -17973.6: 85%|########4 | 8456/10000 [08:49<01:34, 16.26it/s]
ELBO: -17973.4: 85%|########4 | 8457/10000 [08:49<01:34, 16.26it/s]
ELBO: -17973.4: 85%|########4 | 8458/10000 [08:49<01:42, 15.00it/s]
ELBO: -17990.4: 85%|########4 | 8458/10000 [08:49<01:42, 15.00it/s]
ELBO: -18011.1: 85%|########4 | 8459/10000 [08:49<01:42, 15.00it/s]
ELBO: -17988.4: 85%|########4 | 8460/10000 [08:49<01:42, 15.00it/s]
ELBO: -17988.4: 85%|########4 | 8461/10000 [08:49<01:32, 16.56it/s]
ELBO: -18088.2: 85%|########4 | 8461/10000 [08:49<01:32, 16.56it/s]
ELBO: -17951.6: 85%|########4 | 8462/10000 [08:49<01:32, 16.56it/s]
ELBO: -17951.6: 85%|########4 | 8463/10000 [08:49<01:41, 15.13it/s]
ELBO: -17957.6: 85%|########4 | 8463/10000 [08:49<01:41, 15.13it/s]
ELBO: -17999.3: 85%|########4 | 8464/10000 [08:49<01:41, 15.13it/s]
ELBO: -17973.3: 85%|########4 | 8465/10000 [08:49<01:41, 15.13it/s]
ELBO: -17973.3: 85%|########4 | 8466/10000 [08:49<01:31, 16.70it/s]
ELBO: -17981.1: 85%|########4 | 8466/10000 [08:49<01:31, 16.70it/s]
ELBO: -17965.5: 85%|########4 | 8467/10000 [08:49<01:31, 16.70it/s]
ELBO: -17965.5: 85%|########4 | 8468/10000 [08:49<01:40, 15.28it/s]
ELBO: -18065.5: 85%|########4 | 8468/10000 [08:49<01:40, 15.28it/s]
ELBO: -17961.2: 85%|########4 | 8469/10000 [08:49<01:40, 15.28it/s]
ELBO: -17964.6: 85%|########4 | 8470/10000 [08:49<01:40, 15.28it/s]
ELBO: -17964.6: 85%|########4 | 8471/10000 [08:49<01:43, 14.82it/s]
ELBO: -17980.6: 85%|########4 | 8471/10000 [08:50<01:43, 14.82it/s]
ELBO: -17942.6: 85%|########4 | 8472/10000 [08:50<01:43, 14.82it/s]
ELBO: -17978.9: 85%|########4 | 8473/10000 [08:50<01:43, 14.82it/s]
ELBO: -17978.9: 85%|########4 | 8474/10000 [08:50<01:33, 16.36it/s]
ELBO: -18033.3: 85%|########4 | 8474/10000 [08:50<01:33, 16.36it/s]
ELBO: -17943.9: 85%|########4 | 8475/10000 [08:50<01:33, 16.36it/s]
ELBO: -17943.9: 85%|########4 | 8476/10000 [08:50<01:41, 15.06it/s]
ELBO: -17996.2: 85%|########4 | 8476/10000 [08:50<01:41, 15.06it/s]
ELBO: -17950.9: 85%|########4 | 8477/10000 [08:50<01:41, 15.06it/s]
ELBO: -17993.5: 85%|########4 | 8478/10000 [08:50<01:41, 15.06it/s]
ELBO: -17993.5: 85%|########4 | 8479/10000 [08:50<01:31, 16.59it/s]
ELBO: -17993.5: 85%|########4 | 8479/10000 [08:50<01:31, 16.59it/s]
ELBO: -18001.9: 85%|########4 | 8480/10000 [08:50<01:31, 16.59it/s]
ELBO: -18001.9: 85%|########4 | 8481/10000 [08:50<01:40, 15.13it/s]
ELBO: -17996.6: 85%|########4 | 8481/10000 [08:50<01:40, 15.13it/s]
ELBO: -17937.3: 85%|########4 | 8482/10000 [08:50<01:40, 15.13it/s]
ELBO: -18022.4: 85%|########4 | 8483/10000 [08:50<01:40, 15.13it/s]
ELBO: -18022.4: 85%|########4 | 8484/10000 [08:50<01:30, 16.68it/s]
ELBO: -17997.0: 85%|########4 | 8484/10000 [08:50<01:30, 16.68it/s]
ELBO: -17997.6: 85%|########4 | 8485/10000 [08:50<01:30, 16.68it/s]
ELBO: -17997.6: 85%|########4 | 8486/10000 [08:50<01:39, 15.25it/s]
ELBO: -17992.2: 85%|########4 | 8486/10000 [08:50<01:39, 15.25it/s]
ELBO: -18034.4: 85%|########4 | 8487/10000 [08:51<01:39, 15.25it/s]
ELBO: -17971.8: 85%|########4 | 8488/10000 [08:51<01:39, 15.25it/s]
ELBO: -17971.8: 85%|########4 | 8489/10000 [08:51<01:42, 14.76it/s]
ELBO: -17951.2: 85%|########4 | 8489/10000 [08:51<01:42, 14.76it/s]
ELBO: -17976.2: 85%|########4 | 8490/10000 [08:51<01:42, 14.76it/s]
ELBO: -18030.1: 85%|########4 | 8491/10000 [08:51<01:42, 14.76it/s]
ELBO: -18030.1: 85%|########4 | 8492/10000 [08:51<01:32, 16.33it/s]
ELBO: -18001.4: 85%|########4 | 8492/10000 [08:51<01:32, 16.33it/s]
ELBO: -17994.0: 85%|########4 | 8493/10000 [08:51<01:32, 16.33it/s]
ELBO: -17994.0: 85%|########4 | 8494/10000 [08:51<01:39, 15.07it/s]
ELBO: -18009.1: 85%|########4 | 8494/10000 [08:51<01:39, 15.07it/s]
ELBO: -17938.5: 85%|########4 | 8495/10000 [08:51<01:39, 15.07it/s]
ELBO: -17938.5: 85%|########4 | 8496/10000 [08:51<01:33, 16.07it/s]
ELBO: -17983.0: 85%|########4 | 8496/10000 [08:51<01:33, 16.07it/s]
ELBO: -17969.7: 85%|########4 | 8497/10000 [08:51<01:33, 16.07it/s]
ELBO: -17969.7: 85%|########4 | 8498/10000 [08:51<01:41, 14.74it/s]
ELBO: -17946.4: 85%|########4 | 8498/10000 [08:51<01:41, 14.74it/s]
ELBO: -18029.6: 85%|########4 | 8499/10000 [08:51<01:41, 14.74it/s]
ELBO: -17935.1: 85%|########5 | 8500/10000 [08:51<01:41, 14.74it/s]
ELBO: -17935.1: 85%|########5 | 8501/10000 [08:51<01:30, 16.49it/s]
ELBO: -17949.1: 85%|########5 | 8501/10000 [08:51<01:30, 16.49it/s]
ELBO: -17989.2: 85%|########5 | 8502/10000 [08:52<01:30, 16.49it/s]
ELBO: -17989.2: 85%|########5 | 8503/10000 [08:52<01:39, 15.05it/s]
ELBO: -17947.5: 85%|########5 | 8503/10000 [08:52<01:39, 15.05it/s]
ELBO: -17967.0: 85%|########5 | 8504/10000 [08:52<01:39, 15.05it/s]
ELBO: -17964.9: 85%|########5 | 8505/10000 [08:52<01:39, 15.05it/s]
ELBO: -17964.9: 85%|########5 | 8506/10000 [08:52<01:29, 16.69it/s]
ELBO: -17993.1: 85%|########5 | 8506/10000 [08:52<01:29, 16.69it/s]
ELBO: -17990.7: 85%|########5 | 8507/10000 [08:52<01:29, 16.69it/s]
ELBO: -17990.7: 85%|########5 | 8508/10000 [08:52<01:38, 15.18it/s]
ELBO: -17960.2: 85%|########5 | 8508/10000 [08:52<01:38, 15.18it/s]
ELBO: -17907.0: 85%|########5 | 8509/10000 [08:52<01:38, 15.18it/s]
ELBO: -17990.8: 85%|########5 | 8510/10000 [08:52<01:38, 15.18it/s]
ELBO: -17990.8: 85%|########5 | 8511/10000 [08:52<01:28, 16.74it/s]
ELBO: -17958.2: 85%|########5 | 8511/10000 [08:52<01:28, 16.74it/s]
ELBO: -18022.6: 85%|########5 | 8512/10000 [08:52<01:28, 16.74it/s]
ELBO: -18022.6: 85%|########5 | 8513/10000 [08:52<01:37, 15.22it/s]
ELBO: -17990.2: 85%|########5 | 8513/10000 [08:52<01:37, 15.22it/s]
ELBO: -17989.5: 85%|########5 | 8514/10000 [08:52<01:37, 15.22it/s]
ELBO: -17941.4: 85%|########5 | 8515/10000 [08:52<01:37, 15.22it/s]
ELBO: -17941.4: 85%|########5 | 8516/10000 [08:52<01:40, 14.71it/s]
ELBO: -17945.6: 85%|########5 | 8516/10000 [08:52<01:40, 14.71it/s]
ELBO: -17966.5: 85%|########5 | 8517/10000 [08:52<01:40, 14.71it/s]
ELBO: -17938.6: 85%|########5 | 8518/10000 [08:53<01:40, 14.71it/s]
ELBO: -17938.6: 85%|########5 | 8519/10000 [08:53<01:30, 16.32it/s]
ELBO: -17933.3: 85%|########5 | 8519/10000 [08:53<01:30, 16.32it/s]
ELBO: -17934.0: 85%|########5 | 8520/10000 [08:53<01:30, 16.32it/s]
ELBO: -17934.0: 85%|########5 | 8521/10000 [08:53<01:38, 15.02it/s]
ELBO: -17971.0: 85%|########5 | 8521/10000 [08:53<01:38, 15.02it/s]
ELBO: -17969.3: 85%|########5 | 8522/10000 [08:53<01:38, 15.02it/s]
ELBO: -18027.2: 85%|########5 | 8523/10000 [08:53<01:38, 15.02it/s]
ELBO: -18027.2: 85%|########5 | 8524/10000 [08:53<01:28, 16.61it/s]
ELBO: -17986.0: 85%|########5 | 8524/10000 [08:53<01:28, 16.61it/s]
ELBO: -17997.5: 85%|########5 | 8525/10000 [08:53<01:28, 16.61it/s]
ELBO: -17997.5: 85%|########5 | 8526/10000 [08:53<01:37, 15.17it/s]
ELBO: -18027.4: 85%|########5 | 8526/10000 [08:53<01:37, 15.17it/s]
ELBO: -17938.2: 85%|########5 | 8527/10000 [08:53<01:37, 15.17it/s]
ELBO: -17965.2: 85%|########5 | 8528/10000 [08:53<01:37, 15.17it/s]
ELBO: -17965.2: 85%|########5 | 8529/10000 [08:53<01:28, 16.65it/s]
ELBO: -17985.6: 85%|########5 | 8529/10000 [08:53<01:28, 16.65it/s]
ELBO: -17953.2: 85%|########5 | 8530/10000 [08:53<01:28, 16.65it/s]
ELBO: -17953.2: 85%|########5 | 8531/10000 [08:53<01:36, 15.19it/s]
ELBO: -17966.3: 85%|########5 | 8531/10000 [08:53<01:36, 15.19it/s]
ELBO: -18026.6: 85%|########5 | 8532/10000 [08:53<01:36, 15.19it/s]
ELBO: -17990.3: 85%|########5 | 8533/10000 [08:54<01:36, 15.19it/s]
ELBO: -17990.3: 85%|########5 | 8534/10000 [08:54<01:39, 14.74it/s]
ELBO: -17995.8: 85%|########5 | 8534/10000 [08:54<01:39, 14.74it/s]
ELBO: -17948.0: 85%|########5 | 8535/10000 [08:54<01:39, 14.74it/s]
ELBO: -17961.1: 85%|########5 | 8536/10000 [08:54<01:39, 14.74it/s]
ELBO: -17961.1: 85%|########5 | 8537/10000 [08:54<01:29, 16.31it/s]
ELBO: -17989.2: 85%|########5 | 8537/10000 [08:54<01:29, 16.31it/s]
ELBO: -17950.5: 85%|########5 | 8538/10000 [08:54<01:29, 16.31it/s]
ELBO: -17950.5: 85%|########5 | 8539/10000 [08:54<01:37, 15.06it/s]
ELBO: -17947.3: 85%|########5 | 8539/10000 [08:54<01:37, 15.06it/s]
ELBO: -17983.0: 85%|########5 | 8540/10000 [08:54<01:36, 15.06it/s]
ELBO: -17991.6: 85%|########5 | 8541/10000 [08:54<01:36, 15.06it/s]
ELBO: -17991.6: 85%|########5 | 8542/10000 [08:54<01:28, 16.56it/s]
ELBO: -17928.5: 85%|########5 | 8542/10000 [08:54<01:28, 16.56it/s]
ELBO: -17965.8: 85%|########5 | 8543/10000 [08:54<01:28, 16.56it/s]
ELBO: -17965.8: 85%|########5 | 8544/10000 [08:54<01:36, 15.13it/s]
ELBO: -17941.2: 85%|########5 | 8544/10000 [08:54<01:36, 15.13it/s]
ELBO: -18000.2: 85%|########5 | 8545/10000 [08:54<01:36, 15.13it/s]
ELBO: -17958.0: 85%|########5 | 8546/10000 [08:54<01:36, 15.13it/s]
ELBO: -17958.0: 85%|########5 | 8547/10000 [08:54<01:26, 16.71it/s]
ELBO: -17966.9: 85%|########5 | 8547/10000 [08:54<01:26, 16.71it/s]
ELBO: -17948.9: 85%|########5 | 8548/10000 [08:54<01:26, 16.71it/s]
ELBO: -17948.9: 85%|########5 | 8549/10000 [08:54<01:35, 15.27it/s]
ELBO: -17958.4: 85%|########5 | 8549/10000 [08:54<01:35, 15.27it/s]
ELBO: -17920.5: 86%|########5 | 8550/10000 [08:55<01:34, 15.27it/s]
ELBO: -18008.1: 86%|########5 | 8551/10000 [08:55<01:34, 15.27it/s]
ELBO: -18008.1: 86%|########5 | 8552/10000 [08:55<01:38, 14.70it/s]
ELBO: -17975.9: 86%|########5 | 8552/10000 [08:55<01:38, 14.70it/s]
ELBO: -17966.6: 86%|########5 | 8553/10000 [08:55<01:38, 14.70it/s]
ELBO: -17947.6: 86%|########5 | 8554/10000 [08:55<01:38, 14.70it/s]
ELBO: -17947.6: 86%|########5 | 8555/10000 [08:55<01:28, 16.30it/s]
ELBO: -17983.2: 86%|########5 | 8555/10000 [08:55<01:28, 16.30it/s]
ELBO: -17959.8: 86%|########5 | 8556/10000 [08:55<01:28, 16.30it/s]
ELBO: -17959.8: 86%|########5 | 8557/10000 [08:55<01:35, 15.07it/s]
ELBO: -17966.0: 86%|########5 | 8557/10000 [08:55<01:35, 15.07it/s]
ELBO: -17983.5: 86%|########5 | 8558/10000 [08:55<01:35, 15.07it/s]
ELBO: -17996.9: 86%|########5 | 8559/10000 [08:55<01:35, 15.07it/s]
ELBO: -17996.9: 86%|########5 | 8560/10000 [08:55<01:26, 16.63it/s]
ELBO: -17987.5: 86%|########5 | 8560/10000 [08:55<01:26, 16.63it/s]
ELBO: -17942.8: 86%|########5 | 8561/10000 [08:55<01:26, 16.63it/s]
ELBO: -17942.8: 86%|########5 | 8562/10000 [08:55<01:34, 15.15it/s]
ELBO: -17992.6: 86%|########5 | 8562/10000 [08:55<01:34, 15.15it/s]
ELBO: -17946.8: 86%|########5 | 8563/10000 [08:55<01:34, 15.15it/s]
ELBO: -17973.1: 86%|########5 | 8564/10000 [08:55<01:34, 15.15it/s]
ELBO: -17973.1: 86%|########5 | 8565/10000 [08:55<01:25, 16.73it/s]
ELBO: -17983.5: 86%|########5 | 8565/10000 [08:56<01:25, 16.73it/s]
ELBO: -17982.6: 86%|########5 | 8566/10000 [08:56<01:25, 16.73it/s]
ELBO: -17982.6: 86%|########5 | 8567/10000 [08:56<01:33, 15.28it/s]
ELBO: -17973.0: 86%|########5 | 8567/10000 [08:56<01:33, 15.28it/s]
ELBO: -17954.8: 86%|########5 | 8568/10000 [08:56<01:33, 15.28it/s]
ELBO: -17962.6: 86%|########5 | 8569/10000 [08:56<01:33, 15.28it/s]
ELBO: -17962.6: 86%|########5 | 8570/10000 [08:56<01:36, 14.79it/s]
ELBO: -17961.9: 86%|########5 | 8570/10000 [08:56<01:36, 14.79it/s]
ELBO: -17971.5: 86%|########5 | 8571/10000 [08:56<01:36, 14.79it/s]
ELBO: -17991.7: 86%|########5 | 8572/10000 [08:56<01:36, 14.79it/s]
ELBO: -17991.7: 86%|########5 | 8573/10000 [08:56<01:27, 16.36it/s]
ELBO: -17960.7: 86%|########5 | 8573/10000 [08:56<01:27, 16.36it/s]
ELBO: -17968.5: 86%|########5 | 8574/10000 [08:56<01:27, 16.36it/s]
ELBO: -17968.5: 86%|########5 | 8575/10000 [08:56<01:34, 15.02it/s]
ELBO: -17968.7: 86%|########5 | 8575/10000 [08:56<01:34, 15.02it/s]
ELBO: -17970.8: 86%|########5 | 8576/10000 [08:56<01:34, 15.02it/s]
ELBO: -17956.2: 86%|########5 | 8577/10000 [08:56<01:34, 15.02it/s]
ELBO: -17956.2: 86%|########5 | 8578/10000 [08:56<01:26, 16.50it/s]
ELBO: -17996.6: 86%|########5 | 8578/10000 [08:56<01:26, 16.50it/s]
ELBO: -17950.8: 86%|########5 | 8579/10000 [08:56<01:26, 16.50it/s]
ELBO: -17950.8: 86%|########5 | 8580/10000 [08:56<01:34, 15.05it/s]
ELBO: -17935.1: 86%|########5 | 8580/10000 [08:56<01:34, 15.05it/s]
ELBO: -17963.9: 86%|########5 | 8581/10000 [08:57<01:34, 15.05it/s]
ELBO: -17926.4: 86%|########5 | 8582/10000 [08:57<01:34, 15.05it/s]
ELBO: -17926.4: 86%|########5 | 8583/10000 [08:57<01:25, 16.65it/s]
ELBO: -17921.6: 86%|########5 | 8583/10000 [08:57<01:25, 16.65it/s]
ELBO: -17964.6: 86%|########5 | 8584/10000 [08:57<01:25, 16.65it/s]
ELBO: -17964.6: 86%|########5 | 8585/10000 [08:57<01:32, 15.26it/s]
ELBO: -17962.7: 86%|########5 | 8585/10000 [08:57<01:32, 15.26it/s]
ELBO: -17970.2: 86%|########5 | 8586/10000 [08:57<01:32, 15.26it/s]
ELBO: -17994.2: 86%|########5 | 8587/10000 [08:57<01:32, 15.26it/s]
ELBO: -17994.2: 86%|########5 | 8588/10000 [08:57<01:36, 14.68it/s]
ELBO: -17996.0: 86%|########5 | 8588/10000 [08:57<01:36, 14.68it/s]
ELBO: -18093.2: 86%|########5 | 8589/10000 [08:57<01:36, 14.68it/s]
ELBO: -17991.4: 86%|########5 | 8590/10000 [08:57<01:36, 14.68it/s]
ELBO: -17991.4: 86%|########5 | 8591/10000 [08:57<01:26, 16.22it/s]
ELBO: -17990.7: 86%|########5 | 8591/10000 [08:57<01:26, 16.22it/s]
ELBO: -17999.4: 86%|########5 | 8592/10000 [08:57<01:26, 16.22it/s]
ELBO: -17999.4: 86%|########5 | 8593/10000 [08:57<01:34, 14.92it/s]
ELBO: -17987.3: 86%|########5 | 8593/10000 [08:57<01:34, 14.92it/s]
ELBO: -17962.8: 86%|########5 | 8594/10000 [08:57<01:34, 14.92it/s]
ELBO: -17976.7: 86%|########5 | 8595/10000 [08:57<01:34, 14.92it/s]
ELBO: -17976.7: 86%|########5 | 8596/10000 [08:57<01:25, 16.52it/s]
ELBO: -17970.6: 86%|########5 | 8596/10000 [08:58<01:25, 16.52it/s]
ELBO: -17992.0: 86%|########5 | 8597/10000 [08:58<01:24, 16.52it/s]
ELBO: -17992.0: 86%|########5 | 8598/10000 [08:58<01:32, 15.11it/s]
ELBO: -17990.2: 86%|########5 | 8598/10000 [08:58<01:32, 15.11it/s]
ELBO: -17954.0: 86%|########6 | 8601/10000 [08:58<01:32, 15.11it/s]
ELBO: -17989.5: 86%|########6 | 8602/10000 [08:58<01:32, 15.11it/s]
ELBO: -17989.5: 86%|########6 | 8603/10000 [08:58<01:08, 20.51it/s]
ELBO: -18013.2: 86%|########6 | 8603/10000 [08:58<01:08, 20.51it/s]
ELBO: -17925.4: 86%|########6 | 8604/10000 [08:58<01:08, 20.51it/s]
ELBO: -17969.0: 86%|########6 | 8605/10000 [08:58<01:08, 20.51it/s]
ELBO: -17969.0: 86%|########6 | 8606/10000 [08:58<01:16, 18.12it/s]
ELBO: -17966.4: 86%|########6 | 8606/10000 [08:58<01:16, 18.12it/s]
ELBO: -17965.5: 86%|########6 | 8607/10000 [08:58<01:16, 18.12it/s]
ELBO: -17965.5: 86%|########6 | 8608/10000 [08:58<01:25, 16.30it/s]
ELBO: -18008.6: 86%|########6 | 8608/10000 [08:58<01:25, 16.30it/s]
ELBO: -17975.7: 86%|########6 | 8609/10000 [08:58<01:25, 16.30it/s]
ELBO: -17943.2: 86%|########6 | 8610/10000 [08:58<01:25, 16.30it/s]
ELBO: -17943.2: 86%|########6 | 8611/10000 [08:58<01:19, 17.47it/s]
ELBO: -18000.3: 86%|########6 | 8611/10000 [08:58<01:19, 17.47it/s]
ELBO: -17977.7: 86%|########6 | 8612/10000 [08:58<01:19, 17.47it/s]
ELBO: -17977.7: 86%|########6 | 8613/10000 [08:58<01:27, 15.79it/s]
ELBO: -17981.9: 86%|########6 | 8613/10000 [08:58<01:27, 15.79it/s]
ELBO: -17942.7: 86%|########6 | 8614/10000 [08:59<01:27, 15.79it/s]
ELBO: -18028.0: 86%|########6 | 8615/10000 [08:59<01:27, 15.79it/s]
ELBO: -18028.0: 86%|########6 | 8616/10000 [08:59<01:20, 17.13it/s]
ELBO: -17970.3: 86%|########6 | 8616/10000 [08:59<01:20, 17.13it/s]
ELBO: -17950.2: 86%|########6 | 8617/10000 [08:59<01:20, 17.13it/s]
ELBO: -17950.2: 86%|########6 | 8618/10000 [08:59<01:28, 15.53it/s]
ELBO: -17945.7: 86%|########6 | 8618/10000 [08:59<01:28, 15.53it/s]
ELBO: -17993.9: 86%|########6 | 8619/10000 [08:59<01:28, 15.53it/s]
ELBO: -17952.3: 86%|########6 | 8620/10000 [08:59<01:28, 15.53it/s]
ELBO: -17952.3: 86%|########6 | 8621/10000 [08:59<01:21, 16.98it/s]
ELBO: -17957.0: 86%|########6 | 8621/10000 [08:59<01:21, 16.98it/s]
ELBO: -17924.6: 86%|########6 | 8622/10000 [08:59<01:21, 16.98it/s]
ELBO: -17924.6: 86%|########6 | 8623/10000 [08:59<01:29, 15.44it/s]
ELBO: -17923.8: 86%|########6 | 8623/10000 [08:59<01:29, 15.44it/s]
ELBO: -17943.3: 86%|########6 | 8624/10000 [08:59<01:29, 15.44it/s]
ELBO: -17947.6: 86%|########6 | 8625/10000 [08:59<01:29, 15.44it/s]
ELBO: -17947.6: 86%|########6 | 8626/10000 [08:59<01:32, 14.91it/s]
ELBO: -18001.6: 86%|########6 | 8626/10000 [08:59<01:32, 14.91it/s]
ELBO: -17973.9: 86%|########6 | 8627/10000 [08:59<01:32, 14.91it/s]
ELBO: -17970.3: 86%|########6 | 8628/10000 [08:59<01:32, 14.91it/s]
ELBO: -17970.3: 86%|########6 | 8629/10000 [08:59<01:23, 16.41it/s]
ELBO: -17957.2: 86%|########6 | 8629/10000 [08:59<01:23, 16.41it/s]
ELBO: -18015.0: 86%|########6 | 8630/10000 [09:00<01:23, 16.41it/s]
ELBO: -18015.0: 86%|########6 | 8631/10000 [09:00<01:30, 15.11it/s]
ELBO: -17994.0: 86%|########6 | 8631/10000 [09:00<01:30, 15.11it/s]
ELBO: -17985.7: 86%|########6 | 8632/10000 [09:00<01:30, 15.11it/s]
ELBO: -17920.2: 86%|########6 | 8633/10000 [09:00<01:30, 15.11it/s]
ELBO: -17920.2: 86%|########6 | 8634/10000 [09:00<01:21, 16.66it/s]
ELBO: -17921.6: 86%|########6 | 8634/10000 [09:00<01:21, 16.66it/s]
ELBO: -17993.0: 86%|########6 | 8635/10000 [09:00<01:21, 16.66it/s]
ELBO: -17993.0: 86%|########6 | 8636/10000 [09:00<01:29, 15.22it/s]
ELBO: -17977.0: 86%|########6 | 8636/10000 [09:00<01:29, 15.22it/s]
ELBO: -17945.6: 86%|########6 | 8637/10000 [09:00<01:29, 15.22it/s]
ELBO: -17934.4: 86%|########6 | 8638/10000 [09:00<01:29, 15.22it/s]
ELBO: -17934.4: 86%|########6 | 8639/10000 [09:00<01:21, 16.79it/s]
ELBO: -17955.8: 86%|########6 | 8639/10000 [09:00<01:21, 16.79it/s]
ELBO: -17934.2: 86%|########6 | 8640/10000 [09:00<01:21, 16.79it/s]
ELBO: -17934.2: 86%|########6 | 8641/10000 [09:00<01:28, 15.34it/s]
ELBO: -17925.6: 86%|########6 | 8641/10000 [09:00<01:28, 15.34it/s]
ELBO: -17970.0: 86%|########6 | 8642/10000 [09:00<01:28, 15.34it/s]
ELBO: -17973.9: 86%|########6 | 8643/10000 [09:00<01:28, 15.34it/s]
ELBO: -17973.9: 86%|########6 | 8644/10000 [09:00<01:31, 14.82it/s]
ELBO: -17957.2: 86%|########6 | 8644/10000 [09:00<01:31, 14.82it/s]
ELBO: -17991.6: 86%|########6 | 8645/10000 [09:01<01:31, 14.82it/s]
ELBO: -17976.2: 86%|########6 | 8646/10000 [09:01<01:31, 14.82it/s]
ELBO: -17976.2: 86%|########6 | 8647/10000 [09:01<01:23, 16.25it/s]
ELBO: -17945.3: 86%|########6 | 8647/10000 [09:01<01:23, 16.25it/s]
ELBO: -17983.1: 86%|########6 | 8648/10000 [09:01<01:23, 16.25it/s]
ELBO: -17983.1: 86%|########6 | 8649/10000 [09:01<01:29, 15.01it/s]
ELBO: -17999.1: 86%|########6 | 8649/10000 [09:01<01:29, 15.01it/s]
ELBO: -17998.8: 86%|########6 | 8650/10000 [09:01<01:29, 15.01it/s]
ELBO: -17935.5: 87%|########6 | 8651/10000 [09:01<01:29, 15.01it/s]
ELBO: -17935.5: 87%|########6 | 8652/10000 [09:01<01:21, 16.57it/s]
ELBO: -17948.0: 87%|########6 | 8652/10000 [09:01<01:21, 16.57it/s]
ELBO: -17950.7: 87%|########6 | 8653/10000 [09:01<01:21, 16.57it/s]
ELBO: -17950.7: 87%|########6 | 8654/10000 [09:01<01:28, 15.16it/s]
ELBO: -17931.3: 87%|########6 | 8654/10000 [09:01<01:28, 15.16it/s]
ELBO: -17984.3: 87%|########6 | 8655/10000 [09:01<01:28, 15.16it/s]
ELBO: -17929.4: 87%|########6 | 8656/10000 [09:01<01:28, 15.16it/s]
ELBO: -17929.4: 87%|########6 | 8657/10000 [09:01<01:20, 16.73it/s]
ELBO: -17951.4: 87%|########6 | 8657/10000 [09:01<01:20, 16.73it/s]
ELBO: -17944.4: 87%|########6 | 8658/10000 [09:01<01:20, 16.73it/s]
ELBO: -17944.4: 87%|########6 | 8659/10000 [09:01<01:28, 15.23it/s]
ELBO: -17950.2: 87%|########6 | 8659/10000 [09:01<01:28, 15.23it/s]
ELBO: -17971.8: 87%|########6 | 8660/10000 [09:01<01:27, 15.23it/s]
ELBO: -17917.0: 87%|########6 | 8661/10000 [09:02<01:27, 15.23it/s]
ELBO: -17917.0: 87%|########6 | 8662/10000 [09:02<01:31, 14.69it/s]
ELBO: -17991.6: 87%|########6 | 8662/10000 [09:02<01:31, 14.69it/s]
ELBO: -17962.9: 87%|########6 | 8663/10000 [09:02<01:31, 14.69it/s]
ELBO: -17967.6: 87%|########6 | 8664/10000 [09:02<01:30, 14.69it/s]
ELBO: -17967.6: 87%|########6 | 8665/10000 [09:02<01:22, 16.28it/s]
ELBO: -17961.8: 87%|########6 | 8665/10000 [09:02<01:22, 16.28it/s]
ELBO: -17949.6: 87%|########6 | 8666/10000 [09:02<01:21, 16.28it/s]
ELBO: -17949.6: 87%|########6 | 8667/10000 [09:02<01:28, 15.00it/s]
ELBO: -17996.2: 87%|########6 | 8667/10000 [09:02<01:28, 15.00it/s]
ELBO: -18036.4: 87%|########6 | 8668/10000 [09:02<01:28, 15.00it/s]
ELBO: -18036.4: 87%|########6 | 8669/10000 [09:02<01:23, 16.02it/s]
ELBO: -17976.2: 87%|########6 | 8669/10000 [09:02<01:23, 16.02it/s]
ELBO: -17970.8: 87%|########6 | 8670/10000 [09:02<01:23, 16.02it/s]
ELBO: -17970.8: 87%|########6 | 8671/10000 [09:02<01:30, 14.70it/s]
ELBO: -17924.0: 87%|########6 | 8671/10000 [09:02<01:30, 14.70it/s]
ELBO: -17903.9: 87%|########6 | 8672/10000 [09:02<01:30, 14.70it/s]
ELBO: -17926.9: 87%|########6 | 8673/10000 [09:02<01:30, 14.70it/s]
ELBO: -17926.9: 87%|########6 | 8674/10000 [09:02<01:20, 16.44it/s]
ELBO: -17921.7: 87%|########6 | 8674/10000 [09:02<01:20, 16.44it/s]
ELBO: -17906.9: 87%|########6 | 8675/10000 [09:02<01:20, 16.44it/s]
ELBO: -17906.9: 87%|########6 | 8676/10000 [09:02<01:28, 15.01it/s]
ELBO: -17967.2: 87%|########6 | 8676/10000 [09:03<01:28, 15.01it/s]
ELBO: -17907.0: 87%|########6 | 8677/10000 [09:03<01:28, 15.01it/s]
ELBO: -17929.8: 87%|########6 | 8678/10000 [09:03<01:28, 15.01it/s]
ELBO: -17929.8: 87%|########6 | 8679/10000 [09:03<01:19, 16.67it/s]
ELBO: -17948.9: 87%|########6 | 8679/10000 [09:03<01:19, 16.67it/s]
ELBO: -17957.2: 87%|########6 | 8680/10000 [09:03<01:19, 16.67it/s]
ELBO: -17957.2: 87%|########6 | 8681/10000 [09:03<01:27, 15.13it/s]
ELBO: -17932.0: 87%|########6 | 8681/10000 [09:03<01:27, 15.13it/s]
ELBO: -17931.4: 87%|########6 | 8682/10000 [09:03<01:27, 15.13it/s]
ELBO: -17979.5: 87%|########6 | 8683/10000 [09:03<01:27, 15.13it/s]
ELBO: -17979.5: 87%|########6 | 8684/10000 [09:03<01:18, 16.77it/s]
ELBO: -17955.8: 87%|########6 | 8684/10000 [09:03<01:18, 16.77it/s]
ELBO: -17960.6: 87%|########6 | 8685/10000 [09:03<01:18, 16.77it/s]
ELBO: -17960.6: 87%|########6 | 8686/10000 [09:03<01:26, 15.26it/s]
ELBO: -17922.6: 87%|########6 | 8686/10000 [09:03<01:26, 15.26it/s]
ELBO: -17958.0: 87%|########6 | 8687/10000 [09:03<01:26, 15.26it/s]
ELBO: -17975.9: 87%|########6 | 8688/10000 [09:03<01:25, 15.26it/s]
ELBO: -17975.9: 87%|########6 | 8689/10000 [09:03<01:29, 14.71it/s]
ELBO: -17918.3: 87%|########6 | 8689/10000 [09:03<01:29, 14.71it/s]
ELBO: -17960.3: 87%|########6 | 8690/10000 [09:03<01:29, 14.71it/s]
ELBO: -17926.9: 87%|########6 | 8691/10000 [09:03<01:28, 14.71it/s]
ELBO: -17926.9: 87%|########6 | 8692/10000 [09:03<01:20, 16.31it/s]
ELBO: -17968.9: 87%|########6 | 8692/10000 [09:03<01:20, 16.31it/s]
ELBO: -17955.9: 87%|########6 | 8693/10000 [09:04<01:20, 16.31it/s]
ELBO: -17955.9: 87%|########6 | 8694/10000 [09:04<01:28, 14.82it/s]
ELBO: -17970.4: 87%|########6 | 8694/10000 [09:04<01:28, 14.82it/s]
ELBO: -17959.4: 87%|########6 | 8695/10000 [09:04<01:28, 14.82it/s]
ELBO: -17959.4: 87%|########6 | 8696/10000 [09:04<01:22, 15.86it/s]
ELBO: -17942.4: 87%|########6 | 8696/10000 [09:04<01:22, 15.86it/s]
ELBO: -17941.5: 87%|########6 | 8697/10000 [09:04<01:22, 15.86it/s]
ELBO: -17941.5: 87%|########6 | 8698/10000 [09:04<01:29, 14.49it/s]
ELBO: -17977.4: 87%|########6 | 8698/10000 [09:04<01:29, 14.49it/s]
ELBO: -18000.6: 87%|########6 | 8699/10000 [09:04<01:29, 14.49it/s]
ELBO: -17953.8: 87%|########7 | 8700/10000 [09:04<01:29, 14.49it/s]
ELBO: -17953.8: 87%|########7 | 8701/10000 [09:04<01:19, 16.25it/s]
ELBO: -17993.9: 87%|########7 | 8701/10000 [09:04<01:19, 16.25it/s]
ELBO: -17986.4: 87%|########7 | 8702/10000 [09:04<01:19, 16.25it/s]
ELBO: -17986.4: 87%|########7 | 8703/10000 [09:04<01:27, 14.85it/s]
ELBO: -17957.0: 87%|########7 | 8703/10000 [09:04<01:27, 14.85it/s]
ELBO: -17932.2: 87%|########7 | 8704/10000 [09:04<01:27, 14.85it/s]
ELBO: -17979.0: 87%|########7 | 8705/10000 [09:04<01:27, 14.85it/s]
ELBO: -17979.0: 87%|########7 | 8706/10000 [09:04<01:18, 16.47it/s]
ELBO: -17971.7: 87%|########7 | 8706/10000 [09:04<01:18, 16.47it/s]
ELBO: -17948.7: 87%|########7 | 8707/10000 [09:05<01:18, 16.47it/s]
ELBO: -17948.7: 87%|########7 | 8708/10000 [09:05<01:25, 15.02it/s]
ELBO: -17890.2: 87%|########7 | 8708/10000 [09:05<01:25, 15.02it/s]
ELBO: -17925.7: 87%|########7 | 8709/10000 [09:05<01:25, 15.02it/s]
ELBO: -17944.9: 87%|########7 | 8710/10000 [09:05<01:25, 15.02it/s]
ELBO: -17944.9: 87%|########7 | 8711/10000 [09:05<01:17, 16.67it/s]
ELBO: -17970.6: 87%|########7 | 8711/10000 [09:05<01:17, 16.67it/s]
ELBO: -17945.5: 87%|########7 | 8712/10000 [09:05<01:17, 16.67it/s]
ELBO: -17945.5: 87%|########7 | 8713/10000 [09:05<01:24, 15.23it/s]
ELBO: -17999.1: 87%|########7 | 8713/10000 [09:05<01:24, 15.23it/s]
ELBO: -17925.2: 87%|########7 | 8714/10000 [09:05<01:24, 15.23it/s]
ELBO: -17907.9: 87%|########7 | 8715/10000 [09:05<01:24, 15.23it/s]
ELBO: -17907.9: 87%|########7 | 8716/10000 [09:05<01:27, 14.74it/s]
ELBO: -17914.9: 87%|########7 | 8716/10000 [09:05<01:27, 14.74it/s]
ELBO: -17945.1: 87%|########7 | 8717/10000 [09:05<01:27, 14.74it/s]
ELBO: -17951.7: 87%|########7 | 8718/10000 [09:05<01:26, 14.74it/s]
ELBO: -17951.7: 87%|########7 | 8719/10000 [09:05<01:18, 16.33it/s]
ELBO: -18032.5: 87%|########7 | 8719/10000 [09:05<01:18, 16.33it/s]
ELBO: -17940.1: 87%|########7 | 8720/10000 [09:05<01:18, 16.33it/s]
ELBO: -17940.1: 87%|########7 | 8721/10000 [09:05<01:25, 14.98it/s]
ELBO: -17888.5: 87%|########7 | 8721/10000 [09:05<01:25, 14.98it/s]
ELBO: -17996.6: 87%|########7 | 8722/10000 [09:05<01:25, 14.98it/s]
ELBO: -17949.1: 87%|########7 | 8723/10000 [09:05<01:25, 14.98it/s]
ELBO: -17949.1: 87%|########7 | 8724/10000 [09:05<01:17, 16.57it/s]
ELBO: -17928.0: 87%|########7 | 8724/10000 [09:06<01:17, 16.57it/s]
ELBO: -17888.2: 87%|########7 | 8725/10000 [09:06<01:16, 16.57it/s]
ELBO: -17888.2: 87%|########7 | 8726/10000 [09:06<01:24, 15.10it/s]
ELBO: -17987.8: 87%|########7 | 8726/10000 [09:06<01:24, 15.10it/s]
ELBO: -17940.9: 87%|########7 | 8727/10000 [09:06<01:24, 15.10it/s]
ELBO: -17961.3: 87%|########7 | 8728/10000 [09:06<01:24, 15.10it/s]
ELBO: -17961.3: 87%|########7 | 8729/10000 [09:06<01:16, 16.65it/s]
ELBO: -17999.9: 87%|########7 | 8729/10000 [09:06<01:16, 16.65it/s]
ELBO: -17940.3: 87%|########7 | 8730/10000 [09:06<01:16, 16.65it/s]
ELBO: -17940.3: 87%|########7 | 8731/10000 [09:06<01:23, 15.21it/s]
ELBO: -17921.2: 87%|########7 | 8731/10000 [09:06<01:23, 15.21it/s]
ELBO: -17989.0: 87%|########7 | 8732/10000 [09:06<01:23, 15.21it/s]
ELBO: -17935.7: 87%|########7 | 8733/10000 [09:06<01:23, 15.21it/s]
ELBO: -17935.7: 87%|########7 | 8734/10000 [09:06<01:26, 14.67it/s]
ELBO: -17970.6: 87%|########7 | 8734/10000 [09:06<01:26, 14.67it/s]
ELBO: -17955.1: 87%|########7 | 8735/10000 [09:06<01:26, 14.67it/s]
ELBO: -17948.6: 87%|########7 | 8736/10000 [09:06<01:26, 14.67it/s]
ELBO: -17948.6: 87%|########7 | 8737/10000 [09:06<01:17, 16.26it/s]
ELBO: -17995.1: 87%|########7 | 8737/10000 [09:06<01:17, 16.26it/s]
ELBO: -17938.8: 87%|########7 | 8738/10000 [09:06<01:17, 16.26it/s]
ELBO: -17938.8: 87%|########7 | 8739/10000 [09:06<01:23, 15.05it/s]
ELBO: -17950.4: 87%|########7 | 8739/10000 [09:07<01:23, 15.05it/s]
ELBO: -17973.7: 87%|########7 | 8740/10000 [09:07<01:23, 15.05it/s]
ELBO: -17957.3: 87%|########7 | 8741/10000 [09:07<01:23, 15.05it/s]
ELBO: -17957.3: 87%|########7 | 8742/10000 [09:07<01:16, 16.49it/s]
ELBO: -17939.1: 87%|########7 | 8742/10000 [09:07<01:16, 16.49it/s]
ELBO: -17957.6: 87%|########7 | 8743/10000 [09:07<01:16, 16.49it/s]
ELBO: -17957.6: 87%|########7 | 8744/10000 [09:07<01:24, 14.94it/s]
ELBO: -17944.4: 87%|########7 | 8744/10000 [09:07<01:24, 14.94it/s]
ELBO: -17953.3: 87%|########7 | 8745/10000 [09:07<01:24, 14.94it/s]
ELBO: -17953.3: 87%|########7 | 8746/10000 [09:07<01:18, 15.96it/s]
ELBO: -17967.8: 87%|########7 | 8746/10000 [09:07<01:18, 15.96it/s]
ELBO: -17933.6: 87%|########7 | 8747/10000 [09:07<01:18, 15.96it/s]
ELBO: -17933.6: 87%|########7 | 8748/10000 [09:07<01:25, 14.63it/s]
ELBO: -17947.4: 87%|########7 | 8748/10000 [09:07<01:25, 14.63it/s]
ELBO: -18027.9: 87%|########7 | 8749/10000 [09:07<01:25, 14.63it/s]
ELBO: -17901.5: 88%|########7 | 8750/10000 [09:07<01:25, 14.63it/s]
ELBO: -17901.5: 88%|########7 | 8751/10000 [09:07<01:16, 16.40it/s]
ELBO: -17990.6: 88%|########7 | 8751/10000 [09:07<01:16, 16.40it/s]
ELBO: -17967.5: 88%|########7 | 8752/10000 [09:07<01:16, 16.40it/s]
ELBO: -17967.5: 88%|########7 | 8753/10000 [09:07<01:23, 14.94it/s]
ELBO: -17958.4: 88%|########7 | 8753/10000 [09:07<01:23, 14.94it/s]
ELBO: -17906.5: 88%|########7 | 8754/10000 [09:07<01:23, 14.94it/s]
ELBO: -17931.9: 88%|########7 | 8755/10000 [09:08<01:23, 14.94it/s]
ELBO: -17931.9: 88%|########7 | 8756/10000 [09:08<01:14, 16.59it/s]
ELBO: -17910.7: 88%|########7 | 8756/10000 [09:08<01:14, 16.59it/s]
ELBO: -17978.7: 88%|########7 | 8757/10000 [09:08<01:14, 16.59it/s]
ELBO: -17978.7: 88%|########7 | 8758/10000 [09:08<01:22, 15.14it/s]
ELBO: -17964.1: 88%|########7 | 8758/10000 [09:08<01:22, 15.14it/s]
ELBO: -17951.3: 88%|########7 | 8759/10000 [09:08<01:21, 15.14it/s]
ELBO: -17931.4: 88%|########7 | 8760/10000 [09:08<01:21, 15.14it/s]
ELBO: -17931.4: 88%|########7 | 8761/10000 [09:08<01:24, 14.71it/s]
ELBO: -17883.6: 88%|########7 | 8761/10000 [09:08<01:24, 14.71it/s]
ELBO: -17911.4: 88%|########7 | 8762/10000 [09:08<01:24, 14.71it/s]
ELBO: -17990.6: 88%|########7 | 8763/10000 [09:08<01:24, 14.71it/s]
ELBO: -17990.6: 88%|########7 | 8764/10000 [09:08<01:15, 16.27it/s]
ELBO: -17923.6: 88%|########7 | 8764/10000 [09:08<01:15, 16.27it/s]
ELBO: -17949.7: 88%|########7 | 8765/10000 [09:08<01:15, 16.27it/s]
ELBO: -17949.7: 88%|########7 | 8766/10000 [09:08<01:22, 14.93it/s]
ELBO: -18040.9: 88%|########7 | 8766/10000 [09:08<01:22, 14.93it/s]
ELBO: -17951.3: 88%|########7 | 8767/10000 [09:08<01:22, 14.93it/s]
ELBO: -17911.5: 88%|########7 | 8768/10000 [09:08<01:22, 14.93it/s]
ELBO: -17911.5: 88%|########7 | 8769/10000 [09:08<01:14, 16.45it/s]
ELBO: -17959.1: 88%|########7 | 8769/10000 [09:09<01:14, 16.45it/s]
ELBO: -17965.9: 88%|########7 | 8770/10000 [09:09<01:14, 16.45it/s]
ELBO: -17965.9: 88%|########7 | 8771/10000 [09:09<01:21, 15.02it/s]
ELBO: -17899.4: 88%|########7 | 8771/10000 [09:09<01:21, 15.02it/s]
ELBO: -17949.6: 88%|########7 | 8772/10000 [09:09<01:21, 15.02it/s]
ELBO: -17931.2: 88%|########7 | 8773/10000 [09:09<01:21, 15.02it/s]
ELBO: -17931.2: 88%|########7 | 8774/10000 [09:09<01:13, 16.61it/s]
ELBO: -17874.2: 88%|########7 | 8774/10000 [09:09<01:13, 16.61it/s]
ELBO: -17942.1: 88%|########7 | 8775/10000 [09:09<01:13, 16.61it/s]
ELBO: -17942.1: 88%|########7 | 8776/10000 [09:09<01:20, 15.19it/s]
ELBO: -17944.5: 88%|########7 | 8776/10000 [09:09<01:20, 15.19it/s]
ELBO: -17929.3: 88%|########7 | 8777/10000 [09:09<01:20, 15.19it/s]
ELBO: -17994.3: 88%|########7 | 8778/10000 [09:09<01:20, 15.19it/s]
ELBO: -17994.3: 88%|########7 | 8779/10000 [09:09<01:22, 14.77it/s]
ELBO: -17913.3: 88%|########7 | 8779/10000 [09:09<01:22, 14.77it/s]
ELBO: -17905.5: 88%|########7 | 8780/10000 [09:09<01:22, 14.77it/s]
ELBO: -17973.6: 88%|########7 | 8781/10000 [09:09<01:22, 14.77it/s]
ELBO: -17973.6: 88%|########7 | 8782/10000 [09:09<01:14, 16.33it/s]
ELBO: -17974.3: 88%|########7 | 8782/10000 [09:09<01:14, 16.33it/s]
ELBO: -17916.3: 88%|########7 | 8783/10000 [09:09<01:14, 16.33it/s]
ELBO: -17916.3: 88%|########7 | 8784/10000 [09:09<01:20, 15.09it/s]
ELBO: -17948.4: 88%|########7 | 8784/10000 [09:09<01:20, 15.09it/s]
ELBO: -17979.7: 88%|########7 | 8787/10000 [09:09<01:20, 15.09it/s]
ELBO: -17942.9: 88%|########7 | 8788/10000 [09:10<01:20, 15.09it/s]
ELBO: -17942.9: 88%|########7 | 8789/10000 [09:10<00:59, 20.41it/s]
ELBO: -17961.0: 88%|########7 | 8789/10000 [09:10<00:59, 20.41it/s]
ELBO: -17975.2: 88%|########7 | 8790/10000 [09:10<00:59, 20.41it/s]
ELBO: -17923.6: 88%|########7 | 8791/10000 [09:10<00:59, 20.41it/s]
ELBO: -17923.6: 88%|########7 | 8792/10000 [09:10<01:07, 18.00it/s]
ELBO: -17991.5: 88%|########7 | 8792/10000 [09:10<01:07, 18.00it/s]
ELBO: -17913.4: 88%|########7 | 8793/10000 [09:10<01:07, 18.00it/s]
ELBO: -17966.9: 88%|########7 | 8794/10000 [09:10<01:06, 18.00it/s]
ELBO: -17966.9: 88%|########7 | 8795/10000 [09:10<01:12, 16.62it/s]
ELBO: -17925.1: 88%|########7 | 8795/10000 [09:10<01:12, 16.62it/s]
ELBO: -17914.0: 88%|########7 | 8796/10000 [09:10<01:12, 16.62it/s]
ELBO: -17943.3: 88%|########7 | 8797/10000 [09:10<01:12, 16.62it/s]
ELBO: -17943.3: 88%|########7 | 8798/10000 [09:10<01:08, 17.65it/s]
ELBO: -17943.0: 88%|########7 | 8798/10000 [09:10<01:08, 17.65it/s]
ELBO: -17881.2: 88%|########7 | 8799/10000 [09:10<01:08, 17.65it/s]
ELBO: -17881.2: 88%|########8 | 8800/10000 [09:10<01:15, 15.93it/s]
ELBO: -17943.2: 88%|########8 | 8800/10000 [09:10<01:15, 15.93it/s]
ELBO: -17989.9: 88%|########8 | 8801/10000 [09:10<01:15, 15.93it/s]
ELBO: -17916.3: 88%|########8 | 8802/10000 [09:10<01:15, 15.93it/s]
ELBO: -17916.3: 88%|########8 | 8803/10000 [09:10<01:09, 17.17it/s]
ELBO: -17973.3: 88%|########8 | 8803/10000 [09:11<01:09, 17.17it/s]
ELBO: -17912.2: 88%|########8 | 8804/10000 [09:11<01:09, 17.17it/s]
ELBO: -17912.2: 88%|########8 | 8805/10000 [09:11<01:16, 15.63it/s]
ELBO: -17917.8: 88%|########8 | 8805/10000 [09:11<01:16, 15.63it/s]
ELBO: -17949.9: 88%|########8 | 8806/10000 [09:11<01:16, 15.63it/s]
ELBO: -17972.7: 88%|########8 | 8807/10000 [09:11<01:16, 15.63it/s]
ELBO: -17972.7: 88%|########8 | 8808/10000 [09:11<01:19, 15.05it/s]
ELBO: -17912.7: 88%|########8 | 8808/10000 [09:11<01:19, 15.05it/s]
ELBO: -17958.9: 88%|########8 | 8809/10000 [09:11<01:19, 15.05it/s]
ELBO: -17959.0: 88%|########8 | 8810/10000 [09:11<01:19, 15.05it/s]
ELBO: -17959.0: 88%|########8 | 8811/10000 [09:11<01:11, 16.53it/s]
ELBO: -17924.9: 88%|########8 | 8811/10000 [09:11<01:11, 16.53it/s]
ELBO: -17928.7: 88%|########8 | 8812/10000 [09:11<01:11, 16.53it/s]
ELBO: -17928.7: 88%|########8 | 8813/10000 [09:11<01:18, 15.21it/s]
ELBO: -17890.0: 88%|########8 | 8813/10000 [09:11<01:18, 15.21it/s]
ELBO: -17955.1: 88%|########8 | 8814/10000 [09:11<01:17, 15.21it/s]
ELBO: -17930.6: 88%|########8 | 8815/10000 [09:11<01:17, 15.21it/s]
ELBO: -17930.6: 88%|########8 | 8816/10000 [09:11<01:10, 16.71it/s]
ELBO: -17984.3: 88%|########8 | 8816/10000 [09:11<01:10, 16.71it/s]
ELBO: -17902.9: 88%|########8 | 8817/10000 [09:11<01:10, 16.71it/s]
ELBO: -17902.9: 88%|########8 | 8818/10000 [09:11<01:17, 15.24it/s]
ELBO: -17928.2: 88%|########8 | 8818/10000 [09:11<01:17, 15.24it/s]
ELBO: -17945.9: 88%|########8 | 8819/10000 [09:12<01:17, 15.24it/s]
ELBO: -17923.4: 88%|########8 | 8820/10000 [09:12<01:17, 15.24it/s]
ELBO: -17923.4: 88%|########8 | 8821/10000 [09:12<01:10, 16.78it/s]
ELBO: -17907.3: 88%|########8 | 8821/10000 [09:12<01:10, 16.78it/s]
ELBO: -17939.3: 88%|########8 | 8822/10000 [09:12<01:10, 16.78it/s]
ELBO: -17939.3: 88%|########8 | 8823/10000 [09:12<01:16, 15.32it/s]
ELBO: -17892.4: 88%|########8 | 8823/10000 [09:12<01:16, 15.32it/s]
ELBO: -17901.8: 88%|########8 | 8824/10000 [09:12<01:16, 15.32it/s]
ELBO: -17925.9: 88%|########8 | 8825/10000 [09:12<01:16, 15.32it/s]
ELBO: -17925.9: 88%|########8 | 8826/10000 [09:12<01:19, 14.76it/s]
ELBO: -17957.0: 88%|########8 | 8826/10000 [09:12<01:19, 14.76it/s]
ELBO: -17909.5: 88%|########8 | 8827/10000 [09:12<01:19, 14.76it/s]
ELBO: -17909.5: 88%|########8 | 8828/10000 [09:12<01:14, 15.63it/s]
ELBO: -17975.1: 88%|########8 | 8828/10000 [09:12<01:14, 15.63it/s]
ELBO: -17967.0: 88%|########8 | 8829/10000 [09:12<01:14, 15.63it/s]
ELBO: -17960.1: 88%|########8 | 8830/10000 [09:12<01:14, 15.63it/s]
ELBO: -17960.1: 88%|########8 | 8831/10000 [09:12<01:17, 15.02it/s]
ELBO: -17947.1: 88%|########8 | 8831/10000 [09:12<01:17, 15.02it/s]
ELBO: -17903.3: 88%|########8 | 8832/10000 [09:12<01:17, 15.02it/s]
ELBO: -17898.5: 88%|########8 | 8833/10000 [09:12<01:17, 15.02it/s]
ELBO: -17898.5: 88%|########8 | 8834/10000 [09:12<01:10, 16.55it/s]
ELBO: -17920.9: 88%|########8 | 8834/10000 [09:13<01:10, 16.55it/s]
ELBO: -17877.5: 88%|########8 | 8835/10000 [09:13<01:10, 16.55it/s]
ELBO: -17877.5: 88%|########8 | 8836/10000 [09:13<01:17, 15.12it/s]
ELBO: -17863.8: 88%|########8 | 8836/10000 [09:13<01:17, 15.12it/s]
ELBO: -17942.1: 88%|########8 | 8837/10000 [09:13<01:16, 15.12it/s]
ELBO: -17938.9: 88%|########8 | 8838/10000 [09:13<01:16, 15.12it/s]
ELBO: -17938.9: 88%|########8 | 8839/10000 [09:13<01:09, 16.65it/s]
ELBO: -17979.6: 88%|########8 | 8839/10000 [09:13<01:09, 16.65it/s]
ELBO: -17976.8: 88%|########8 | 8840/10000 [09:13<01:09, 16.65it/s]
ELBO: -17976.8: 88%|########8 | 8841/10000 [09:13<01:16, 15.25it/s]
ELBO: -18003.8: 88%|########8 | 8841/10000 [09:13<01:16, 15.25it/s]
ELBO: -17966.8: 88%|########8 | 8842/10000 [09:13<01:15, 15.25it/s]
ELBO: -17948.3: 88%|########8 | 8843/10000 [09:13<01:15, 15.25it/s]
ELBO: -17948.3: 88%|########8 | 8844/10000 [09:13<01:18, 14.81it/s]
ELBO: -17946.6: 88%|########8 | 8844/10000 [09:13<01:18, 14.81it/s]
ELBO: -17942.3: 88%|########8 | 8845/10000 [09:13<01:18, 14.81it/s]
ELBO: -17945.6: 88%|########8 | 8846/10000 [09:13<01:17, 14.81it/s]
ELBO: -17945.6: 88%|########8 | 8847/10000 [09:13<01:10, 16.37it/s]
ELBO: -17958.4: 88%|########8 | 8847/10000 [09:13<01:10, 16.37it/s]
ELBO: -17917.7: 88%|########8 | 8848/10000 [09:13<01:10, 16.37it/s]
ELBO: -17917.7: 88%|########8 | 8849/10000 [09:13<01:16, 15.05it/s]
ELBO: -17931.9: 88%|########8 | 8849/10000 [09:13<01:16, 15.05it/s]
ELBO: -18000.0: 88%|########8 | 8850/10000 [09:14<01:16, 15.05it/s]
ELBO: -17946.4: 89%|########8 | 8851/10000 [09:14<01:16, 15.05it/s]
ELBO: -17946.4: 89%|########8 | 8852/10000 [09:14<01:09, 16.63it/s]
ELBO: -17903.5: 89%|########8 | 8852/10000 [09:14<01:09, 16.63it/s]
ELBO: -17939.1: 89%|########8 | 8853/10000 [09:14<01:08, 16.63it/s]
ELBO: -17939.1: 89%|########8 | 8854/10000 [09:14<01:15, 15.22it/s]
ELBO: -17918.5: 89%|########8 | 8854/10000 [09:14<01:15, 15.22it/s]
ELBO: -17920.5: 89%|########8 | 8855/10000 [09:14<01:15, 15.22it/s]
ELBO: -17909.4: 89%|########8 | 8856/10000 [09:14<01:15, 15.22it/s]
ELBO: -17909.4: 89%|########8 | 8857/10000 [09:14<01:08, 16.75it/s]
ELBO: -17912.4: 89%|########8 | 8857/10000 [09:14<01:08, 16.75it/s]
ELBO: -17949.1: 89%|########8 | 8858/10000 [09:14<01:08, 16.75it/s]
ELBO: -17949.1: 89%|########8 | 8859/10000 [09:14<01:14, 15.27it/s]
ELBO: -17952.4: 89%|########8 | 8859/10000 [09:14<01:14, 15.27it/s]
ELBO: -17952.5: 89%|########8 | 8860/10000 [09:14<01:14, 15.27it/s]
ELBO: -17880.4: 89%|########8 | 8861/10000 [09:14<01:14, 15.27it/s]
ELBO: -17880.4: 89%|########8 | 8862/10000 [09:14<01:17, 14.75it/s]
ELBO: -17900.0: 89%|########8 | 8862/10000 [09:14<01:17, 14.75it/s]
ELBO: -17921.7: 89%|########8 | 8863/10000 [09:14<01:17, 14.75it/s]
ELBO: -17897.5: 89%|########8 | 8864/10000 [09:14<01:17, 14.75it/s]
ELBO: -17897.5: 89%|########8 | 8865/10000 [09:14<01:09, 16.28it/s]
ELBO: -17890.4: 89%|########8 | 8865/10000 [09:14<01:09, 16.28it/s]
ELBO: -18012.8: 89%|########8 | 8866/10000 [09:15<01:09, 16.28it/s]
ELBO: -18012.8: 89%|########8 | 8867/10000 [09:15<01:15, 15.04it/s]
ELBO: -17907.2: 89%|########8 | 8867/10000 [09:15<01:15, 15.04it/s]
ELBO: -17948.3: 89%|########8 | 8868/10000 [09:15<01:15, 15.04it/s]
ELBO: -17967.1: 89%|########8 | 8869/10000 [09:15<01:15, 15.04it/s]
ELBO: -17967.1: 89%|########8 | 8870/10000 [09:15<01:08, 16.62it/s]
ELBO: -17900.5: 89%|########8 | 8870/10000 [09:15<01:08, 16.62it/s]
ELBO: -17921.5: 89%|########8 | 8871/10000 [09:15<01:07, 16.62it/s]
ELBO: -17921.5: 89%|########8 | 8872/10000 [09:15<01:16, 14.66it/s]
ELBO: -17923.8: 89%|########8 | 8872/10000 [09:15<01:16, 14.66it/s]
ELBO: -17930.4: 89%|########8 | 8873/10000 [09:15<01:16, 14.66it/s]
ELBO: -17901.1: 89%|########8 | 8874/10000 [09:15<01:16, 14.66it/s]
ELBO: -17901.1: 89%|########8 | 8875/10000 [09:15<01:08, 16.32it/s]
ELBO: -17897.8: 89%|########8 | 8875/10000 [09:15<01:08, 16.32it/s]
ELBO: -17913.6: 89%|########8 | 8876/10000 [09:15<01:08, 16.32it/s]
ELBO: -17913.6: 89%|########8 | 8877/10000 [09:15<01:14, 14.99it/s]
ELBO: -17950.0: 89%|########8 | 8877/10000 [09:15<01:14, 14.99it/s]
ELBO: -17920.2: 89%|########8 | 8878/10000 [09:15<01:14, 14.99it/s]
ELBO: -17906.1: 89%|########8 | 8879/10000 [09:15<01:14, 14.99it/s]
ELBO: -17906.1: 89%|########8 | 8880/10000 [09:15<01:16, 14.62it/s]
ELBO: -17904.4: 89%|########8 | 8880/10000 [09:15<01:16, 14.62it/s]
ELBO: -17933.2: 89%|########8 | 8881/10000 [09:16<01:16, 14.62it/s]
ELBO: -17906.0: 89%|########8 | 8882/10000 [09:16<01:16, 14.62it/s]
ELBO: -17906.0: 89%|########8 | 8883/10000 [09:16<01:09, 16.16it/s]
ELBO: -17945.9: 89%|########8 | 8883/10000 [09:16<01:09, 16.16it/s]
ELBO: -17922.9: 89%|########8 | 8884/10000 [09:16<01:09, 16.16it/s]
ELBO: -17922.9: 89%|########8 | 8885/10000 [09:16<01:14, 14.99it/s]
ELBO: -17935.8: 89%|########8 | 8885/10000 [09:16<01:14, 14.99it/s]
ELBO: -17886.8: 89%|########8 | 8886/10000 [09:16<01:14, 14.99it/s]
ELBO: -17947.3: 89%|########8 | 8887/10000 [09:16<01:14, 14.99it/s]
ELBO: -17947.3: 89%|########8 | 8888/10000 [09:16<01:07, 16.57it/s]
ELBO: -17916.9: 89%|########8 | 8888/10000 [09:16<01:07, 16.57it/s]
ELBO: -17946.5: 89%|########8 | 8889/10000 [09:16<01:07, 16.57it/s]
ELBO: -17946.5: 89%|########8 | 8890/10000 [09:16<01:13, 15.13it/s]
ELBO: -17896.2: 89%|########8 | 8890/10000 [09:16<01:13, 15.13it/s]
ELBO: -17909.8: 89%|########8 | 8891/10000 [09:16<01:13, 15.13it/s]
ELBO: -17902.3: 89%|########8 | 8892/10000 [09:16<01:13, 15.13it/s]
ELBO: -17902.3: 89%|########8 | 8893/10000 [09:16<01:06, 16.70it/s]
ELBO: -17885.7: 89%|########8 | 8893/10000 [09:16<01:06, 16.70it/s]
ELBO: -17939.5: 89%|########8 | 8894/10000 [09:16<01:06, 16.70it/s]
ELBO: -17939.5: 89%|########8 | 8895/10000 [09:16<01:12, 15.20it/s]
ELBO: -17944.3: 89%|########8 | 8895/10000 [09:16<01:12, 15.20it/s]
ELBO: -17883.8: 89%|########8 | 8896/10000 [09:16<01:12, 15.20it/s]
ELBO: -17912.8: 89%|########8 | 8897/10000 [09:17<01:12, 15.20it/s]
ELBO: -17912.8: 89%|########8 | 8898/10000 [09:17<01:14, 14.73it/s]
ELBO: -17977.8: 89%|########8 | 8898/10000 [09:17<01:14, 14.73it/s]
ELBO: -17909.9: 89%|########8 | 8899/10000 [09:17<01:14, 14.73it/s]
ELBO: -18017.4: 89%|########9 | 8900/10000 [09:17<01:14, 14.73it/s]
ELBO: -18017.4: 89%|########9 | 8901/10000 [09:17<01:07, 16.29it/s]
ELBO: -17954.5: 89%|########9 | 8901/10000 [09:17<01:07, 16.29it/s]
ELBO: -17893.9: 89%|########9 | 8902/10000 [09:17<01:07, 16.29it/s]
ELBO: -17893.9: 89%|########9 | 8903/10000 [09:17<01:13, 14.94it/s]
ELBO: -17931.9: 89%|########9 | 8903/10000 [09:17<01:13, 14.94it/s]
ELBO: -17919.5: 89%|########9 | 8904/10000 [09:17<01:13, 14.94it/s]
ELBO: -17869.2: 89%|########9 | 8905/10000 [09:17<01:13, 14.94it/s]
ELBO: -17869.2: 89%|########9 | 8906/10000 [09:17<01:06, 16.55it/s]
ELBO: -17925.4: 89%|########9 | 8906/10000 [09:17<01:06, 16.55it/s]
ELBO: -17979.4: 89%|########9 | 8907/10000 [09:17<01:06, 16.55it/s]
ELBO: -17979.4: 89%|########9 | 8908/10000 [09:17<01:12, 15.07it/s]
ELBO: -17933.3: 89%|########9 | 8908/10000 [09:17<01:12, 15.07it/s]
ELBO: -17903.0: 89%|########9 | 8909/10000 [09:17<01:12, 15.07it/s]
ELBO: -17965.2: 89%|########9 | 8910/10000 [09:17<01:12, 15.07it/s]
ELBO: -17965.2: 89%|########9 | 8911/10000 [09:17<01:05, 16.63it/s]
ELBO: -17881.2: 89%|########9 | 8911/10000 [09:17<01:05, 16.63it/s]
ELBO: -17897.5: 89%|########9 | 8912/10000 [09:18<01:05, 16.63it/s]
ELBO: -17897.5: 89%|########9 | 8913/10000 [09:18<01:11, 15.22it/s]
ELBO: -17933.9: 89%|########9 | 8913/10000 [09:18<01:11, 15.22it/s]
ELBO: -17873.4: 89%|########9 | 8914/10000 [09:18<01:11, 15.22it/s]
ELBO: -17893.9: 89%|########9 | 8915/10000 [09:18<01:11, 15.22it/s]
ELBO: -17893.9: 89%|########9 | 8916/10000 [09:18<01:13, 14.78it/s]
ELBO: -17907.4: 89%|########9 | 8916/10000 [09:18<01:13, 14.78it/s]
ELBO: -17927.1: 89%|########9 | 8917/10000 [09:18<01:13, 14.78it/s]
ELBO: -17938.3: 89%|########9 | 8918/10000 [09:18<01:13, 14.78it/s]
ELBO: -17938.3: 89%|########9 | 8919/10000 [09:18<01:06, 16.29it/s]
ELBO: -17910.6: 89%|########9 | 8919/10000 [09:18<01:06, 16.29it/s]
ELBO: -17909.2: 89%|########9 | 8920/10000 [09:18<01:06, 16.29it/s]
ELBO: -17909.2: 89%|########9 | 8921/10000 [09:18<01:11, 15.03it/s]
ELBO: -17900.0: 89%|########9 | 8921/10000 [09:18<01:11, 15.03it/s]
ELBO: -17906.3: 89%|########9 | 8922/10000 [09:18<01:11, 15.03it/s]
ELBO: -17906.5: 89%|########9 | 8923/10000 [09:18<01:11, 15.03it/s]
ELBO: -17906.5: 89%|########9 | 8924/10000 [09:18<01:04, 16.62it/s]
ELBO: -17937.4: 89%|########9 | 8924/10000 [09:18<01:04, 16.62it/s]
ELBO: -17932.5: 89%|########9 | 8925/10000 [09:18<01:04, 16.62it/s]
ELBO: -17932.5: 89%|########9 | 8926/10000 [09:18<01:10, 15.18it/s]
ELBO: -17999.3: 89%|########9 | 8926/10000 [09:18<01:10, 15.18it/s]
ELBO: -17933.1: 89%|########9 | 8927/10000 [09:18<01:10, 15.18it/s]
ELBO: -17887.9: 89%|########9 | 8928/10000 [09:18<01:10, 15.18it/s]
ELBO: -17887.9: 89%|########9 | 8929/10000 [09:18<01:03, 16.77it/s]
ELBO: -17920.6: 89%|########9 | 8929/10000 [09:19<01:03, 16.77it/s]
ELBO: -17921.0: 89%|########9 | 8930/10000 [09:19<01:03, 16.77it/s]
ELBO: -17921.0: 89%|########9 | 8931/10000 [09:19<01:09, 15.32it/s]
ELBO: -17889.5: 89%|########9 | 8931/10000 [09:19<01:09, 15.32it/s]
ELBO: -17918.7: 89%|########9 | 8932/10000 [09:19<01:09, 15.32it/s]
ELBO: -17932.5: 89%|########9 | 8933/10000 [09:19<01:09, 15.32it/s]
ELBO: -17932.5: 89%|########9 | 8934/10000 [09:19<01:11, 14.82it/s]
ELBO: -17899.1: 89%|########9 | 8934/10000 [09:19<01:11, 14.82it/s]
ELBO: -17922.8: 89%|########9 | 8935/10000 [09:19<01:11, 14.82it/s]
ELBO: -17924.6: 89%|########9 | 8936/10000 [09:19<01:11, 14.82it/s]
ELBO: -17924.6: 89%|########9 | 8937/10000 [09:19<01:05, 16.34it/s]
ELBO: -17914.0: 89%|########9 | 8937/10000 [09:19<01:05, 16.34it/s]
ELBO: -17886.5: 89%|########9 | 8938/10000 [09:19<01:04, 16.34it/s]
ELBO: -17886.5: 89%|########9 | 8939/10000 [09:19<01:10, 15.07it/s]
ELBO: -17964.4: 89%|########9 | 8939/10000 [09:19<01:10, 15.07it/s]
ELBO: -17887.2: 89%|########9 | 8940/10000 [09:19<01:10, 15.07it/s]
ELBO: -17900.5: 89%|########9 | 8941/10000 [09:19<01:10, 15.07it/s]
ELBO: -17900.5: 89%|########9 | 8942/10000 [09:19<01:03, 16.65it/s]
ELBO: -17891.3: 89%|########9 | 8942/10000 [09:19<01:03, 16.65it/s]
ELBO: -17934.2: 89%|########9 | 8943/10000 [09:19<01:03, 16.65it/s]
ELBO: -17934.2: 89%|########9 | 8944/10000 [09:19<01:09, 15.17it/s]
ELBO: -17937.5: 89%|########9 | 8944/10000 [09:20<01:09, 15.17it/s]
ELBO: -17887.1: 89%|########9 | 8945/10000 [09:20<01:09, 15.17it/s]
ELBO: -17958.6: 89%|########9 | 8946/10000 [09:20<01:09, 15.17it/s]
ELBO: -17958.6: 89%|########9 | 8947/10000 [09:20<01:03, 16.61it/s]
ELBO: -17883.0: 89%|########9 | 8947/10000 [09:20<01:03, 16.61it/s]
ELBO: -17878.4: 89%|########9 | 8948/10000 [09:20<01:03, 16.61it/s]
ELBO: -17878.4: 89%|########9 | 8949/10000 [09:20<01:09, 15.22it/s]
ELBO: -17893.7: 89%|########9 | 8949/10000 [09:20<01:09, 15.22it/s]
ELBO: -17909.0: 90%|########9 | 8950/10000 [09:20<01:09, 15.22it/s]
ELBO: -17920.9: 90%|########9 | 8951/10000 [09:20<01:08, 15.22it/s]
ELBO: -17920.9: 90%|########9 | 8952/10000 [09:20<01:11, 14.71it/s]
ELBO: -17898.3: 90%|########9 | 8952/10000 [09:20<01:11, 14.71it/s]
ELBO: -17910.3: 90%|########9 | 8953/10000 [09:20<01:11, 14.71it/s]
ELBO: -17943.4: 90%|########9 | 8954/10000 [09:20<01:11, 14.71it/s]
ELBO: -17943.4: 90%|########9 | 8955/10000 [09:20<01:04, 16.30it/s]
ELBO: -17941.9: 90%|########9 | 8955/10000 [09:20<01:04, 16.30it/s]
ELBO: -17903.8: 90%|########9 | 8956/10000 [09:20<01:04, 16.30it/s]
ELBO: -17903.8: 90%|########9 | 8957/10000 [09:20<01:09, 15.04it/s]
ELBO: -17955.9: 90%|########9 | 8957/10000 [09:20<01:09, 15.04it/s]
ELBO: -17937.9: 90%|########9 | 8958/10000 [09:20<01:09, 15.04it/s]
ELBO: -17880.4: 90%|########9 | 8959/10000 [09:20<01:09, 15.04it/s]
ELBO: -17880.4: 90%|########9 | 8960/10000 [09:20<01:02, 16.57it/s]
ELBO: -17939.9: 90%|########9 | 8960/10000 [09:21<01:02, 16.57it/s]
ELBO: -17924.6: 90%|########9 | 8961/10000 [09:21<01:02, 16.57it/s]
ELBO: -17924.6: 90%|########9 | 8962/10000 [09:21<01:08, 15.06it/s]
ELBO: -17887.7: 90%|########9 | 8962/10000 [09:21<01:08, 15.06it/s]
ELBO: -17911.2: 90%|########9 | 8963/10000 [09:21<01:08, 15.06it/s]
ELBO: -17871.2: 90%|########9 | 8964/10000 [09:21<01:08, 15.06it/s]
ELBO: -17871.2: 90%|########9 | 8965/10000 [09:21<01:02, 16.63it/s]
ELBO: -17919.0: 90%|########9 | 8965/10000 [09:21<01:02, 16.63it/s]
ELBO: -17873.7: 90%|########9 | 8966/10000 [09:21<01:02, 16.63it/s]
ELBO: -17873.7: 90%|########9 | 8967/10000 [09:21<01:07, 15.21it/s]
ELBO: -17976.4: 90%|########9 | 8967/10000 [09:21<01:07, 15.21it/s]
ELBO: -17952.5: 90%|########9 | 8968/10000 [09:21<01:07, 15.21it/s]
ELBO: -17890.0: 90%|########9 | 8969/10000 [09:21<01:07, 15.21it/s]
ELBO: -17890.0: 90%|########9 | 8970/10000 [09:21<01:09, 14.78it/s]
ELBO: -17902.7: 90%|########9 | 8970/10000 [09:21<01:09, 14.78it/s]
ELBO: -17911.2: 90%|########9 | 8971/10000 [09:21<01:09, 14.78it/s]
ELBO: -17936.2: 90%|########9 | 8972/10000 [09:21<01:09, 14.78it/s]
ELBO: -17936.2: 90%|########9 | 8973/10000 [09:21<01:02, 16.34it/s]
ELBO: -17956.1: 90%|########9 | 8975/10000 [09:21<01:02, 16.34it/s]
ELBO: -17885.9: 90%|########9 | 8976/10000 [09:21<01:02, 16.34it/s]
ELBO: -17885.9: 90%|########9 | 8977/10000 [09:21<00:54, 18.67it/s]
ELBO: -17900.6: 90%|########9 | 8977/10000 [09:22<00:54, 18.67it/s]
ELBO: -17890.7: 90%|########9 | 8978/10000 [09:22<00:54, 18.67it/s]
ELBO: -17887.2: 90%|########9 | 8979/10000 [09:22<00:54, 18.67it/s]
ELBO: -17887.2: 90%|########9 | 8980/10000 [09:22<00:52, 19.28it/s]
ELBO: -17904.0: 90%|########9 | 8980/10000 [09:22<00:52, 19.28it/s]
ELBO: -17888.7: 90%|########9 | 8981/10000 [09:22<00:52, 19.28it/s]
ELBO: -17888.7: 90%|########9 | 8982/10000 [09:22<00:59, 17.02it/s]
ELBO: -17923.3: 90%|########9 | 8982/10000 [09:22<00:59, 17.02it/s]
ELBO: -17888.0: 90%|########9 | 8983/10000 [09:22<00:59, 17.02it/s]
ELBO: -17937.0: 90%|########9 | 8984/10000 [09:22<00:59, 17.02it/s]
ELBO: -17937.0: 90%|########9 | 8985/10000 [09:22<00:56, 18.10it/s]
ELBO: -17921.3: 90%|########9 | 8985/10000 [09:22<00:56, 18.10it/s]
ELBO: -17883.2: 90%|########9 | 8986/10000 [09:22<00:56, 18.10it/s]
ELBO: -17883.2: 90%|########9 | 8987/10000 [09:22<01:02, 16.23it/s]
ELBO: -17876.4: 90%|########9 | 8987/10000 [09:22<01:02, 16.23it/s]
ELBO: -17941.5: 90%|########9 | 8988/10000 [09:22<01:02, 16.23it/s]
ELBO: -17916.5: 90%|########9 | 8989/10000 [09:22<01:02, 16.23it/s]
ELBO: -17916.5: 90%|########9 | 8990/10000 [09:22<01:05, 15.42it/s]
ELBO: -17913.7: 90%|########9 | 8990/10000 [09:22<01:05, 15.42it/s]
ELBO: -17876.8: 90%|########9 | 8991/10000 [09:22<01:05, 15.42it/s]
ELBO: -17908.6: 90%|########9 | 8992/10000 [09:22<01:05, 15.42it/s]
ELBO: -17908.6: 90%|########9 | 8993/10000 [09:22<01:00, 16.78it/s]
ELBO: -17922.6: 90%|########9 | 8993/10000 [09:23<01:00, 16.78it/s]
ELBO: -17899.4: 90%|########9 | 8994/10000 [09:23<00:59, 16.78it/s]
ELBO: -17899.4: 90%|########9 | 8995/10000 [09:23<01:05, 15.37it/s]
ELBO: -17961.3: 90%|########9 | 8995/10000 [09:23<01:05, 15.37it/s]
ELBO: -17893.4: 90%|########9 | 8996/10000 [09:23<01:05, 15.37it/s]
ELBO: -17890.8: 90%|########9 | 8997/10000 [09:23<01:05, 15.37it/s]
ELBO: -17890.8: 90%|########9 | 8998/10000 [09:23<00:59, 16.85it/s]
ELBO: -17927.4: 90%|########9 | 8998/10000 [09:23<00:59, 16.85it/s]
ELBO: -17884.5: 90%|########9 | 8999/10000 [09:23<00:59, 16.85it/s]
ELBO: -17884.5: 90%|######### | 9000/10000 [09:23<01:05, 15.34it/s]
ELBO: -17879.3: 90%|######### | 9000/10000 [09:23<01:05, 15.34it/s]
ELBO: -17906.3: 90%|######### | 9001/10000 [09:23<01:05, 15.34it/s]
ELBO: -17887.4: 90%|######### | 9002/10000 [09:23<01:05, 15.34it/s]
ELBO: -17887.4: 90%|######### | 9003/10000 [09:23<00:59, 16.86it/s]
ELBO: -17904.0: 90%|######### | 9003/10000 [09:23<00:59, 16.86it/s]
ELBO: -17893.3: 90%|######### | 9004/10000 [09:23<00:59, 16.86it/s]
ELBO: -17893.3: 90%|######### | 9005/10000 [09:23<01:04, 15.38it/s]
ELBO: -17938.8: 90%|######### | 9005/10000 [09:23<01:04, 15.38it/s]
ELBO: -17833.7: 90%|######### | 9006/10000 [09:23<01:04, 15.38it/s]
ELBO: -18001.7: 90%|######### | 9007/10000 [09:23<01:04, 15.38it/s]
ELBO: -18001.7: 90%|######### | 9008/10000 [09:23<01:07, 14.75it/s]
ELBO: -17884.4: 90%|######### | 9008/10000 [09:24<01:07, 14.75it/s]
ELBO: -17899.7: 90%|######### | 9009/10000 [09:24<01:07, 14.75it/s]
ELBO: -17970.7: 90%|######### | 9010/10000 [09:24<01:07, 14.75it/s]
ELBO: -17970.7: 90%|######### | 9011/10000 [09:24<01:00, 16.30it/s]
ELBO: -17906.6: 90%|######### | 9011/10000 [09:24<01:00, 16.30it/s]
ELBO: -17941.0: 90%|######### | 9012/10000 [09:24<01:00, 16.30it/s]
ELBO: -17941.0: 90%|######### | 9013/10000 [09:24<01:05, 15.02it/s]
ELBO: -17922.3: 90%|######### | 9013/10000 [09:24<01:05, 15.02it/s]
ELBO: -17919.7: 90%|######### | 9014/10000 [09:24<01:05, 15.02it/s]
ELBO: -17975.1: 90%|######### | 9015/10000 [09:24<01:05, 15.02it/s]
ELBO: -17975.1: 90%|######### | 9016/10000 [09:24<00:59, 16.51it/s]
ELBO: -17904.5: 90%|######### | 9016/10000 [09:24<00:59, 16.51it/s]
ELBO: -17897.7: 90%|######### | 9017/10000 [09:24<00:59, 16.51it/s]
ELBO: -17897.7: 90%|######### | 9018/10000 [09:24<01:05, 15.07it/s]
ELBO: -17920.7: 90%|######### | 9018/10000 [09:24<01:05, 15.07it/s]
ELBO: -17930.4: 90%|######### | 9019/10000 [09:24<01:05, 15.07it/s]
ELBO: -17894.6: 90%|######### | 9020/10000 [09:24<01:05, 15.07it/s]
ELBO: -17894.6: 90%|######### | 9021/10000 [09:24<00:58, 16.66it/s]
ELBO: -17873.2: 90%|######### | 9021/10000 [09:24<00:58, 16.66it/s]
ELBO: -17924.0: 90%|######### | 9022/10000 [09:24<00:58, 16.66it/s]
ELBO: -17924.0: 90%|######### | 9023/10000 [09:24<01:04, 15.26it/s]
ELBO: -17907.4: 90%|######### | 9023/10000 [09:24<01:04, 15.26it/s]
ELBO: -17864.4: 90%|######### | 9024/10000 [09:24<01:03, 15.26it/s]
ELBO: -17896.5: 90%|######### | 9025/10000 [09:25<01:03, 15.26it/s]
ELBO: -17896.5: 90%|######### | 9026/10000 [09:25<01:06, 14.72it/s]
ELBO: -17909.0: 90%|######### | 9026/10000 [09:25<01:06, 14.72it/s]
ELBO: -17898.6: 90%|######### | 9027/10000 [09:25<01:06, 14.72it/s]
ELBO: -17905.2: 90%|######### | 9028/10000 [09:25<01:06, 14.72it/s]
ELBO: -17905.2: 90%|######### | 9029/10000 [09:25<00:59, 16.24it/s]
ELBO: -17902.5: 90%|######### | 9029/10000 [09:25<00:59, 16.24it/s]
ELBO: -17933.0: 90%|######### | 9030/10000 [09:25<00:59, 16.24it/s]
ELBO: -17933.0: 90%|######### | 9031/10000 [09:25<01:04, 14.92it/s]
ELBO: -17909.4: 90%|######### | 9031/10000 [09:25<01:04, 14.92it/s]
ELBO: -17905.4: 90%|######### | 9032/10000 [09:25<01:04, 14.92it/s]
ELBO: -17896.5: 90%|######### | 9033/10000 [09:25<01:04, 14.92it/s]
ELBO: -17896.5: 90%|######### | 9034/10000 [09:25<00:58, 16.46it/s]
ELBO: -17935.3: 90%|######### | 9034/10000 [09:25<00:58, 16.46it/s]
ELBO: -17919.6: 90%|######### | 9035/10000 [09:25<00:58, 16.46it/s]
ELBO: -17919.6: 90%|######### | 9036/10000 [09:25<01:04, 15.04it/s]
ELBO: -17865.8: 90%|######### | 9036/10000 [09:25<01:04, 15.04it/s]
ELBO: -17924.6: 90%|######### | 9037/10000 [09:25<01:04, 15.04it/s]
ELBO: -17908.1: 90%|######### | 9038/10000 [09:25<01:03, 15.04it/s]
ELBO: -17908.1: 90%|######### | 9039/10000 [09:25<00:57, 16.58it/s]
ELBO: -17951.9: 90%|######### | 9039/10000 [09:26<00:57, 16.58it/s]
ELBO: -17927.5: 90%|######### | 9040/10000 [09:26<00:57, 16.58it/s]
ELBO: -17927.5: 90%|######### | 9041/10000 [09:26<01:03, 15.15it/s]
ELBO: -17881.6: 90%|######### | 9041/10000 [09:26<01:03, 15.15it/s]
ELBO: -17885.1: 90%|######### | 9042/10000 [09:26<01:03, 15.15it/s]
ELBO: -17886.6: 90%|######### | 9043/10000 [09:26<01:03, 15.15it/s]
ELBO: -17886.6: 90%|######### | 9044/10000 [09:26<01:04, 14.72it/s]
ELBO: -17908.2: 90%|######### | 9044/10000 [09:26<01:04, 14.72it/s]
ELBO: -17899.9: 90%|######### | 9045/10000 [09:26<01:04, 14.72it/s]
ELBO: -17888.2: 90%|######### | 9046/10000 [09:26<01:04, 14.72it/s]
ELBO: -17888.2: 90%|######### | 9047/10000 [09:26<00:58, 16.32it/s]
ELBO: -17930.6: 90%|######### | 9047/10000 [09:26<00:58, 16.32it/s]
ELBO: -17934.8: 90%|######### | 9048/10000 [09:26<00:58, 16.32it/s]
ELBO: -17934.8: 90%|######### | 9049/10000 [09:26<01:03, 15.05it/s]
ELBO: -17897.4: 90%|######### | 9049/10000 [09:26<01:03, 15.05it/s]
ELBO: -17882.1: 90%|######### | 9050/10000 [09:26<01:03, 15.05it/s]
ELBO: -17897.2: 91%|######### | 9051/10000 [09:26<01:03, 15.05it/s]
ELBO: -17897.2: 91%|######### | 9052/10000 [09:26<00:56, 16.65it/s]
ELBO: -17906.7: 91%|######### | 9052/10000 [09:26<00:56, 16.65it/s]
ELBO: -17907.2: 91%|######### | 9053/10000 [09:26<00:56, 16.65it/s]
ELBO: -17907.2: 91%|######### | 9054/10000 [09:26<01:02, 15.19it/s]
ELBO: -17879.6: 91%|######### | 9054/10000 [09:26<01:02, 15.19it/s]
ELBO: -17891.6: 91%|######### | 9055/10000 [09:26<01:02, 15.19it/s]
ELBO: -17903.7: 91%|######### | 9056/10000 [09:27<01:02, 15.19it/s]
ELBO: -17903.7: 91%|######### | 9057/10000 [09:27<00:56, 16.72it/s]
ELBO: -17886.1: 91%|######### | 9057/10000 [09:27<00:56, 16.72it/s]
ELBO: -17895.3: 91%|######### | 9058/10000 [09:27<00:56, 16.72it/s]
ELBO: -17895.3: 91%|######### | 9059/10000 [09:27<01:01, 15.23it/s]
ELBO: -17893.1: 91%|######### | 9059/10000 [09:27<01:01, 15.23it/s]
ELBO: -17915.4: 91%|######### | 9060/10000 [09:27<01:01, 15.23it/s]
ELBO: -17923.5: 91%|######### | 9061/10000 [09:27<01:01, 15.23it/s]
ELBO: -17923.5: 91%|######### | 9062/10000 [09:27<01:03, 14.77it/s]
ELBO: -17887.8: 91%|######### | 9062/10000 [09:27<01:03, 14.77it/s]
ELBO: -17893.0: 91%|######### | 9063/10000 [09:27<01:03, 14.77it/s]
ELBO: -17868.0: 91%|######### | 9064/10000 [09:27<01:03, 14.77it/s]
ELBO: -17868.0: 91%|######### | 9065/10000 [09:27<00:57, 16.26it/s]
ELBO: -17889.0: 91%|######### | 9065/10000 [09:27<00:57, 16.26it/s]
ELBO: -17994.4: 91%|######### | 9066/10000 [09:27<00:57, 16.26it/s]
ELBO: -17994.4: 91%|######### | 9067/10000 [09:27<01:02, 15.01it/s]
ELBO: -17881.7: 91%|######### | 9067/10000 [09:27<01:02, 15.01it/s]
ELBO: -17853.3: 91%|######### | 9068/10000 [09:27<01:02, 15.01it/s]
ELBO: -17896.7: 91%|######### | 9069/10000 [09:27<01:02, 15.01it/s]
ELBO: -17896.7: 91%|######### | 9070/10000 [09:27<00:56, 16.56it/s]
ELBO: -17924.2: 91%|######### | 9070/10000 [09:27<00:56, 16.56it/s]
ELBO: -17917.3: 91%|######### | 9071/10000 [09:28<00:56, 16.56it/s]
ELBO: -17917.3: 91%|######### | 9072/10000 [09:28<01:01, 15.09it/s]
ELBO: -17889.2: 91%|######### | 9072/10000 [09:28<01:01, 15.09it/s]
ELBO: -17921.4: 91%|######### | 9073/10000 [09:28<01:01, 15.09it/s]
ELBO: -17902.4: 91%|######### | 9074/10000 [09:28<01:01, 15.09it/s]
ELBO: -17902.4: 91%|######### | 9075/10000 [09:28<00:55, 16.69it/s]
ELBO: -17924.4: 91%|######### | 9075/10000 [09:28<00:55, 16.69it/s]
ELBO: -17951.5: 91%|######### | 9076/10000 [09:28<00:55, 16.69it/s]
ELBO: -17951.5: 91%|######### | 9077/10000 [09:28<01:00, 15.28it/s]
ELBO: -17891.4: 91%|######### | 9077/10000 [09:28<01:00, 15.28it/s]
ELBO: -17876.4: 91%|######### | 9078/10000 [09:28<01:00, 15.28it/s]
ELBO: -17919.7: 91%|######### | 9079/10000 [09:28<01:00, 15.28it/s]
ELBO: -17919.7: 91%|######### | 9080/10000 [09:28<01:02, 14.77it/s]
ELBO: -17871.0: 91%|######### | 9080/10000 [09:28<01:02, 14.77it/s]
ELBO: -17929.3: 91%|######### | 9081/10000 [09:28<01:02, 14.77it/s]
ELBO: -17939.7: 91%|######### | 9082/10000 [09:28<01:02, 14.77it/s]
ELBO: -17939.7: 91%|######### | 9083/10000 [09:28<00:56, 16.32it/s]
ELBO: -17853.1: 91%|######### | 9083/10000 [09:28<00:56, 16.32it/s]
ELBO: -17885.1: 91%|######### | 9084/10000 [09:28<00:56, 16.32it/s]
ELBO: -17885.1: 91%|######### | 9085/10000 [09:28<01:00, 15.01it/s]
ELBO: -17894.2: 91%|######### | 9085/10000 [09:28<01:00, 15.01it/s]
ELBO: -17914.8: 91%|######### | 9086/10000 [09:28<01:00, 15.01it/s]
ELBO: -17904.4: 91%|######### | 9087/10000 [09:29<01:00, 15.01it/s]
ELBO: -17904.4: 91%|######### | 9088/10000 [09:29<00:55, 16.56it/s]
ELBO: -17908.5: 91%|######### | 9088/10000 [09:29<00:55, 16.56it/s]
ELBO: -17915.7: 91%|######### | 9089/10000 [09:29<00:55, 16.56it/s]
ELBO: -17915.7: 91%|######### | 9090/10000 [09:29<01:00, 15.12it/s]
ELBO: -17928.8: 91%|######### | 9090/10000 [09:29<01:00, 15.12it/s]
ELBO: -17897.3: 91%|######### | 9091/10000 [09:29<01:00, 15.12it/s]
ELBO: -17895.5: 91%|######### | 9092/10000 [09:29<01:00, 15.12it/s]
ELBO: -17895.5: 91%|######### | 9093/10000 [09:29<00:54, 16.68it/s]
ELBO: -17880.9: 91%|######### | 9093/10000 [09:29<00:54, 16.68it/s]
ELBO: -17878.6: 91%|######### | 9094/10000 [09:29<00:54, 16.68it/s]
ELBO: -17878.6: 91%|######### | 9095/10000 [09:29<00:59, 15.22it/s]
ELBO: -17919.3: 91%|######### | 9095/10000 [09:29<00:59, 15.22it/s]
ELBO: -17884.0: 91%|######### | 9096/10000 [09:29<00:59, 15.22it/s]
ELBO: -17905.0: 91%|######### | 9097/10000 [09:29<00:59, 15.22it/s]
ELBO: -17905.0: 91%|######### | 9098/10000 [09:29<01:01, 14.71it/s]
ELBO: -17953.7: 91%|######### | 9098/10000 [09:29<01:01, 14.71it/s]
ELBO: -17895.2: 91%|######### | 9099/10000 [09:29<01:01, 14.71it/s]
ELBO: -17901.8: 91%|#########1| 9100/10000 [09:29<01:01, 14.71it/s]
ELBO: -17901.8: 91%|#########1| 9101/10000 [09:29<00:55, 16.20it/s]
ELBO: -17895.2: 91%|#########1| 9101/10000 [09:29<00:55, 16.20it/s]
ELBO: -17921.3: 91%|#########1| 9102/10000 [09:30<00:55, 16.20it/s]
ELBO: -17921.3: 91%|#########1| 9103/10000 [09:30<01:00, 14.93it/s]
ELBO: -17918.9: 91%|#########1| 9103/10000 [09:30<01:00, 14.93it/s]
ELBO: -17893.8: 91%|#########1| 9104/10000 [09:30<01:00, 14.93it/s]
ELBO: -17870.6: 91%|#########1| 9105/10000 [09:30<00:59, 14.93it/s]
ELBO: -17870.6: 91%|#########1| 9106/10000 [09:30<00:54, 16.51it/s]
ELBO: -17892.0: 91%|#########1| 9106/10000 [09:30<00:54, 16.51it/s]
ELBO: -17875.2: 91%|#########1| 9107/10000 [09:30<00:54, 16.51it/s]
ELBO: -17875.2: 91%|#########1| 9108/10000 [09:30<00:58, 15.13it/s]
ELBO: -17944.0: 91%|#########1| 9108/10000 [09:30<00:58, 15.13it/s]
ELBO: -17887.6: 91%|#########1| 9109/10000 [09:30<00:58, 15.13it/s]
ELBO: -17911.8: 91%|#########1| 9110/10000 [09:30<00:58, 15.13it/s]
ELBO: -17911.8: 91%|#########1| 9111/10000 [09:30<00:53, 16.71it/s]
ELBO: -17880.5: 91%|#########1| 9111/10000 [09:30<00:53, 16.71it/s]
ELBO: -17913.5: 91%|#########1| 9112/10000 [09:30<00:53, 16.71it/s]
ELBO: -17913.5: 91%|#########1| 9113/10000 [09:30<00:58, 15.22it/s]
ELBO: -17963.3: 91%|#########1| 9113/10000 [09:30<00:58, 15.22it/s]
ELBO: -17865.2: 91%|#########1| 9114/10000 [09:30<00:58, 15.22it/s]
ELBO: -17893.5: 91%|#########1| 9115/10000 [09:30<00:58, 15.22it/s]
ELBO: -17893.5: 91%|#########1| 9116/10000 [09:30<00:59, 14.76it/s]
ELBO: -17876.4: 91%|#########1| 9116/10000 [09:30<00:59, 14.76it/s]
ELBO: -17875.3: 91%|#########1| 9117/10000 [09:30<00:59, 14.76it/s]
ELBO: -17877.4: 91%|#########1| 9118/10000 [09:31<00:59, 14.76it/s]
ELBO: -17877.4: 91%|#########1| 9119/10000 [09:31<00:53, 16.33it/s]
ELBO: -17895.0: 91%|#########1| 9119/10000 [09:31<00:53, 16.33it/s]
ELBO: -17895.7: 91%|#########1| 9120/10000 [09:31<00:53, 16.33it/s]
ELBO: -17895.7: 91%|#########1| 9121/10000 [09:31<00:58, 15.08it/s]
ELBO: -17922.6: 91%|#########1| 9121/10000 [09:31<00:58, 15.08it/s]
ELBO: -17925.6: 91%|#########1| 9122/10000 [09:31<00:58, 15.08it/s]
ELBO: -17887.5: 91%|#########1| 9123/10000 [09:31<00:58, 15.08it/s]
ELBO: -17887.5: 91%|#########1| 9124/10000 [09:31<00:52, 16.62it/s]
ELBO: -17876.2: 91%|#########1| 9124/10000 [09:31<00:52, 16.62it/s]
ELBO: -17909.9: 91%|#########1| 9125/10000 [09:31<00:52, 16.62it/s]
ELBO: -17909.9: 91%|#########1| 9126/10000 [09:31<00:57, 15.18it/s]
ELBO: -17897.9: 91%|#########1| 9126/10000 [09:31<00:57, 15.18it/s]
ELBO: -17945.3: 91%|#########1| 9127/10000 [09:31<00:57, 15.18it/s]
ELBO: -17916.2: 91%|#########1| 9128/10000 [09:31<00:57, 15.18it/s]
ELBO: -17916.2: 91%|#########1| 9129/10000 [09:31<00:52, 16.72it/s]
ELBO: -17873.7: 91%|#########1| 9129/10000 [09:31<00:52, 16.72it/s]
ELBO: -17877.6: 91%|#########1| 9130/10000 [09:31<00:52, 16.72it/s]
ELBO: -17877.6: 91%|#########1| 9131/10000 [09:31<00:56, 15.25it/s]
ELBO: -17878.5: 91%|#########1| 9131/10000 [09:31<00:56, 15.25it/s]
ELBO: -17923.7: 91%|#########1| 9132/10000 [09:31<00:56, 15.25it/s]
ELBO: -17869.9: 91%|#########1| 9133/10000 [09:32<00:56, 15.25it/s]
ELBO: -17869.9: 91%|#########1| 9134/10000 [09:32<00:58, 14.72it/s]
ELBO: -17920.2: 91%|#########1| 9134/10000 [09:32<00:58, 14.72it/s]
ELBO: -17892.1: 91%|#########1| 9135/10000 [09:32<00:58, 14.72it/s]
ELBO: -17903.4: 91%|#########1| 9136/10000 [09:32<00:58, 14.72it/s]
ELBO: -17903.4: 91%|#########1| 9137/10000 [09:32<00:53, 16.27it/s]
ELBO: -17874.8: 91%|#########1| 9137/10000 [09:32<00:53, 16.27it/s]
ELBO: -17911.1: 91%|#########1| 9138/10000 [09:32<00:52, 16.27it/s]
ELBO: -17911.1: 91%|#########1| 9139/10000 [09:32<00:57, 14.95it/s]
ELBO: -17840.5: 91%|#########1| 9139/10000 [09:32<00:57, 14.95it/s]
ELBO: -17891.4: 91%|#########1| 9140/10000 [09:32<00:57, 14.95it/s]
ELBO: -17873.4: 91%|#########1| 9141/10000 [09:32<00:57, 14.95it/s]
ELBO: -17873.4: 91%|#########1| 9142/10000 [09:32<00:52, 16.47it/s]
ELBO: -17937.0: 91%|#########1| 9142/10000 [09:32<00:52, 16.47it/s]
ELBO: -17926.9: 91%|#########1| 9143/10000 [09:32<00:52, 16.47it/s]
ELBO: -17926.9: 91%|#########1| 9144/10000 [09:32<00:56, 15.07it/s]
ELBO: -17912.6: 91%|#########1| 9144/10000 [09:32<00:56, 15.07it/s]
ELBO: -17877.3: 91%|#########1| 9145/10000 [09:32<00:56, 15.07it/s]
ELBO: -17829.6: 91%|#########1| 9146/10000 [09:32<00:56, 15.07it/s]
ELBO: -17829.6: 91%|#########1| 9147/10000 [09:32<00:51, 16.68it/s]
ELBO: -17952.7: 91%|#########1| 9147/10000 [09:32<00:51, 16.68it/s]
ELBO: -17885.9: 91%|#########1| 9148/10000 [09:32<00:51, 16.68it/s]
ELBO: -17885.9: 91%|#########1| 9149/10000 [09:32<00:55, 15.23it/s]
ELBO: -17906.1: 91%|#########1| 9149/10000 [09:33<00:55, 15.23it/s]
ELBO: -17872.2: 92%|#########1| 9150/10000 [09:33<00:55, 15.23it/s]
ELBO: -17862.1: 92%|#########1| 9151/10000 [09:33<00:55, 15.23it/s]
ELBO: -17862.1: 92%|#########1| 9152/10000 [09:33<00:57, 14.70it/s]
ELBO: -17850.2: 92%|#########1| 9152/10000 [09:33<00:57, 14.70it/s]
ELBO: -17879.9: 92%|#########1| 9153/10000 [09:33<00:57, 14.70it/s]
ELBO: -17924.6: 92%|#########1| 9154/10000 [09:33<00:57, 14.70it/s]
ELBO: -17924.6: 92%|#########1| 9155/10000 [09:33<00:52, 16.25it/s]
ELBO: -17871.3: 92%|#########1| 9155/10000 [09:33<00:52, 16.25it/s]
ELBO: -17886.3: 92%|#########1| 9156/10000 [09:33<00:51, 16.25it/s]
ELBO: -17886.3: 92%|#########1| 9157/10000 [09:33<00:56, 14.99it/s]
ELBO: -17884.8: 92%|#########1| 9157/10000 [09:33<00:56, 14.99it/s]
ELBO: -17868.7: 92%|#########1| 9158/10000 [09:33<00:56, 14.99it/s]
ELBO: -17858.8: 92%|#########1| 9159/10000 [09:33<00:56, 14.99it/s]
ELBO: -17858.8: 92%|#########1| 9160/10000 [09:33<00:50, 16.59it/s]
ELBO: -17898.8: 92%|#########1| 9160/10000 [09:33<00:50, 16.59it/s]
ELBO: -17845.2: 92%|#########1| 9161/10000 [09:33<00:50, 16.59it/s]
ELBO: -17845.2: 92%|#########1| 9162/10000 [09:33<00:55, 15.20it/s]
ELBO: -17906.2: 92%|#########1| 9162/10000 [09:33<00:55, 15.20it/s]
ELBO: -17898.2: 92%|#########1| 9163/10000 [09:33<00:55, 15.20it/s]
ELBO: -17884.4: 92%|#########1| 9166/10000 [09:33<00:54, 15.20it/s]
ELBO: -17884.4: 92%|#########1| 9167/10000 [09:33<00:40, 20.64it/s]
ELBO: -17902.4: 92%|#########1| 9167/10000 [09:34<00:40, 20.64it/s]
ELBO: -17924.8: 92%|#########1| 9168/10000 [09:34<00:40, 20.64it/s]
ELBO: -17887.1: 92%|#########1| 9169/10000 [09:34<00:40, 20.64it/s]
ELBO: -17887.1: 92%|#########1| 9170/10000 [09:34<00:45, 18.15it/s]
ELBO: -17887.2: 92%|#########1| 9170/10000 [09:34<00:45, 18.15it/s]
ELBO: -17840.4: 92%|#########1| 9171/10000 [09:34<00:45, 18.15it/s]
ELBO: -17840.4: 92%|#########1| 9172/10000 [09:34<00:50, 16.33it/s]
ELBO: -17871.4: 92%|#########1| 9172/10000 [09:34<00:50, 16.33it/s]
ELBO: -17901.0: 92%|#########1| 9173/10000 [09:34<00:50, 16.33it/s]
ELBO: -17911.9: 92%|#########1| 9174/10000 [09:34<00:50, 16.33it/s]
ELBO: -17911.9: 92%|#########1| 9175/10000 [09:34<00:47, 17.53it/s]
ELBO: -17877.4: 92%|#########1| 9175/10000 [09:34<00:47, 17.53it/s]
ELBO: -17863.0: 92%|#########1| 9176/10000 [09:34<00:47, 17.53it/s]
ELBO: -17863.0: 92%|#########1| 9177/10000 [09:34<00:51, 15.89it/s]
ELBO: -17894.7: 92%|#########1| 9177/10000 [09:34<00:51, 15.89it/s]
ELBO: -17895.4: 92%|#########1| 9178/10000 [09:34<00:51, 15.89it/s]
ELBO: -17921.1: 92%|#########1| 9179/10000 [09:34<00:51, 15.89it/s]
ELBO: -17921.1: 92%|#########1| 9180/10000 [09:34<00:47, 17.24it/s]
ELBO: -17885.4: 92%|#########1| 9180/10000 [09:34<00:47, 17.24it/s]
ELBO: -17875.7: 92%|#########1| 9181/10000 [09:34<00:47, 17.24it/s]
ELBO: -17875.7: 92%|#########1| 9182/10000 [09:34<00:52, 15.61it/s]
ELBO: -17827.1: 92%|#########1| 9182/10000 [09:34<00:52, 15.61it/s]
ELBO: -17853.5: 92%|#########1| 9183/10000 [09:35<00:52, 15.61it/s]
ELBO: -17871.0: 92%|#########1| 9184/10000 [09:35<00:52, 15.61it/s]
ELBO: -17871.0: 92%|#########1| 9185/10000 [09:35<00:47, 16.99it/s]
ELBO: -17919.0: 92%|#########1| 9185/10000 [09:35<00:47, 16.99it/s]
ELBO: -17878.4: 92%|#########1| 9186/10000 [09:35<00:47, 16.99it/s]
ELBO: -17878.4: 92%|#########1| 9187/10000 [09:35<00:52, 15.42it/s]
ELBO: -17873.7: 92%|#########1| 9187/10000 [09:35<00:52, 15.42it/s]
ELBO: -17879.7: 92%|#########1| 9188/10000 [09:35<00:52, 15.42it/s]
ELBO: -17844.0: 92%|#########1| 9189/10000 [09:35<00:52, 15.42it/s]
ELBO: -17844.0: 92%|#########1| 9190/10000 [09:35<00:54, 14.89it/s]
ELBO: -17879.3: 92%|#########1| 9190/10000 [09:35<00:54, 14.89it/s]
ELBO: -17905.7: 92%|#########1| 9191/10000 [09:35<00:54, 14.89it/s]
ELBO: -17901.4: 92%|#########1| 9192/10000 [09:35<00:54, 14.89it/s]
ELBO: -17901.4: 92%|#########1| 9193/10000 [09:35<00:49, 16.40it/s]
ELBO: -17868.7: 92%|#########1| 9193/10000 [09:35<00:49, 16.40it/s]
ELBO: -17875.5: 92%|#########1| 9194/10000 [09:35<00:49, 16.40it/s]
ELBO: -17875.5: 92%|#########1| 9195/10000 [09:35<00:53, 15.13it/s]
ELBO: -17836.4: 92%|#########1| 9195/10000 [09:35<00:53, 15.13it/s]
ELBO: -17881.2: 92%|#########1| 9196/10000 [09:35<00:53, 15.13it/s]
ELBO: -17860.7: 92%|#########1| 9197/10000 [09:35<00:53, 15.13it/s]
ELBO: -17860.7: 92%|#########1| 9198/10000 [09:35<00:48, 16.69it/s]
ELBO: -17891.8: 92%|#########1| 9198/10000 [09:36<00:48, 16.69it/s]
ELBO: -17858.6: 92%|#########1| 9199/10000 [09:36<00:48, 16.69it/s]
ELBO: -17858.6: 92%|#########2| 9200/10000 [09:36<00:52, 15.23it/s]
ELBO: -17929.5: 92%|#########2| 9200/10000 [09:36<00:52, 15.23it/s]
ELBO: -17894.9: 92%|#########2| 9201/10000 [09:36<00:52, 15.23it/s]
ELBO: -17869.4: 92%|#########2| 9202/10000 [09:36<00:52, 15.23it/s]
ELBO: -17869.4: 92%|#########2| 9203/10000 [09:36<00:47, 16.81it/s]
ELBO: -17886.9: 92%|#########2| 9203/10000 [09:36<00:47, 16.81it/s]
ELBO: -17936.9: 92%|#########2| 9204/10000 [09:36<00:47, 16.81it/s]
ELBO: -17936.9: 92%|#########2| 9205/10000 [09:36<00:51, 15.33it/s]
ELBO: -17836.7: 92%|#########2| 9205/10000 [09:36<00:51, 15.33it/s]
ELBO: -17902.4: 92%|#########2| 9206/10000 [09:36<00:51, 15.33it/s]
ELBO: -17826.4: 92%|#########2| 9207/10000 [09:36<00:51, 15.33it/s]
ELBO: -17826.4: 92%|#########2| 9208/10000 [09:36<00:53, 14.81it/s]
ELBO: -17908.2: 92%|#########2| 9208/10000 [09:36<00:53, 14.81it/s]
ELBO: -17909.4: 92%|#########2| 9209/10000 [09:36<00:53, 14.81it/s]
ELBO: -17859.9: 92%|#########2| 9210/10000 [09:36<00:53, 14.81it/s]
ELBO: -17859.9: 92%|#########2| 9211/10000 [09:36<00:48, 16.34it/s]
ELBO: -17886.9: 92%|#########2| 9211/10000 [09:36<00:48, 16.34it/s]
ELBO: -17888.3: 92%|#########2| 9212/10000 [09:36<00:48, 16.34it/s]
ELBO: -17888.3: 92%|#########2| 9213/10000 [09:36<00:52, 15.03it/s]
ELBO: -17880.4: 92%|#########2| 9213/10000 [09:36<00:52, 15.03it/s]
ELBO: -17927.4: 92%|#########2| 9214/10000 [09:37<00:52, 15.03it/s]
ELBO: -17866.0: 92%|#########2| 9215/10000 [09:37<00:52, 15.03it/s]
ELBO: -17866.0: 92%|#########2| 9216/10000 [09:37<00:47, 16.60it/s]
ELBO: -17837.9: 92%|#########2| 9216/10000 [09:37<00:47, 16.60it/s]
ELBO: -17805.1: 92%|#########2| 9217/10000 [09:37<00:47, 16.60it/s]
ELBO: -17805.1: 92%|#########2| 9218/10000 [09:37<00:51, 15.20it/s]
ELBO: -17894.5: 92%|#########2| 9218/10000 [09:37<00:51, 15.20it/s]
ELBO: -17906.1: 92%|#########2| 9219/10000 [09:37<00:51, 15.20it/s]
ELBO: -17889.7: 92%|#########2| 9220/10000 [09:37<00:51, 15.20it/s]
ELBO: -17889.7: 92%|#########2| 9221/10000 [09:37<00:46, 16.66it/s]
ELBO: -17897.4: 92%|#########2| 9221/10000 [09:37<00:46, 16.66it/s]
ELBO: -17847.3: 92%|#########2| 9222/10000 [09:37<00:46, 16.66it/s]
ELBO: -17847.3: 92%|#########2| 9223/10000 [09:37<00:51, 15.16it/s]
ELBO: -17889.0: 92%|#########2| 9223/10000 [09:37<00:51, 15.16it/s]
ELBO: -17907.0: 92%|#########2| 9224/10000 [09:37<00:51, 15.16it/s]
ELBO: -17929.0: 92%|#########2| 9225/10000 [09:37<00:51, 15.16it/s]
ELBO: -17929.0: 92%|#########2| 9226/10000 [09:37<00:52, 14.71it/s]
ELBO: -17867.1: 92%|#########2| 9226/10000 [09:37<00:52, 14.71it/s]
ELBO: -17884.2: 92%|#########2| 9227/10000 [09:37<00:52, 14.71it/s]
ELBO: -17872.4: 92%|#########2| 9228/10000 [09:37<00:52, 14.71it/s]
ELBO: -17872.4: 92%|#########2| 9229/10000 [09:37<00:47, 16.31it/s]
ELBO: -17838.6: 92%|#########2| 9229/10000 [09:37<00:47, 16.31it/s]
ELBO: -17872.8: 92%|#########2| 9230/10000 [09:38<00:47, 16.31it/s]
ELBO: -17872.8: 92%|#########2| 9231/10000 [09:38<00:50, 15.08it/s]
ELBO: -17860.2: 92%|#########2| 9231/10000 [09:38<00:50, 15.08it/s]
ELBO: -17883.1: 92%|#########2| 9232/10000 [09:38<00:50, 15.08it/s]
ELBO: -17834.6: 92%|#########2| 9233/10000 [09:38<00:50, 15.08it/s]
ELBO: -17834.6: 92%|#########2| 9234/10000 [09:38<00:46, 16.65it/s]
ELBO: -17870.6: 92%|#########2| 9234/10000 [09:38<00:46, 16.65it/s]
ELBO: -17862.8: 92%|#########2| 9235/10000 [09:38<00:45, 16.65it/s]
ELBO: -17862.8: 92%|#########2| 9236/10000 [09:38<00:50, 15.17it/s]
ELBO: -17873.7: 92%|#########2| 9236/10000 [09:38<00:50, 15.17it/s]
ELBO: -17868.1: 92%|#########2| 9237/10000 [09:38<00:50, 15.17it/s]
ELBO: -17910.8: 92%|#########2| 9238/10000 [09:38<00:50, 15.17it/s]
ELBO: -17910.8: 92%|#########2| 9239/10000 [09:38<00:45, 16.72it/s]
ELBO: -17826.6: 92%|#########2| 9239/10000 [09:38<00:45, 16.72it/s]
ELBO: -17877.3: 92%|#########2| 9240/10000 [09:38<00:45, 16.72it/s]
ELBO: -17877.3: 92%|#########2| 9241/10000 [09:38<00:49, 15.29it/s]
ELBO: -17900.7: 92%|#########2| 9241/10000 [09:38<00:49, 15.29it/s]
ELBO: -17912.8: 92%|#########2| 9242/10000 [09:38<00:49, 15.29it/s]
ELBO: -17872.2: 92%|#########2| 9243/10000 [09:38<00:49, 15.29it/s]
ELBO: -17872.2: 92%|#########2| 9244/10000 [09:38<00:51, 14.76it/s]
ELBO: -17865.1: 92%|#########2| 9244/10000 [09:38<00:51, 14.76it/s]
ELBO: -17897.4: 92%|#########2| 9245/10000 [09:39<00:51, 14.76it/s]
ELBO: -17867.9: 92%|#########2| 9246/10000 [09:39<00:51, 14.76it/s]
ELBO: -17867.9: 92%|#########2| 9247/10000 [09:39<00:46, 16.30it/s]
ELBO: -17914.4: 92%|#########2| 9247/10000 [09:39<00:46, 16.30it/s]
ELBO: -17873.2: 92%|#########2| 9248/10000 [09:39<00:46, 16.30it/s]
ELBO: -17873.2: 92%|#########2| 9249/10000 [09:39<00:50, 15.00it/s]
ELBO: -17894.3: 92%|#########2| 9249/10000 [09:39<00:50, 15.00it/s]
ELBO: -17874.2: 92%|#########2| 9250/10000 [09:39<00:50, 15.00it/s]
ELBO: -17838.3: 93%|#########2| 9251/10000 [09:39<00:49, 15.00it/s]
ELBO: -17838.3: 93%|#########2| 9252/10000 [09:39<00:45, 16.53it/s]
ELBO: -17905.4: 93%|#########2| 9252/10000 [09:39<00:45, 16.53it/s]
ELBO: -17847.0: 93%|#########2| 9253/10000 [09:39<00:45, 16.53it/s]
ELBO: -17847.0: 93%|#########2| 9254/10000 [09:39<00:49, 15.11it/s]
ELBO: -17835.7: 93%|#########2| 9254/10000 [09:39<00:49, 15.11it/s]
ELBO: -17888.3: 93%|#########2| 9255/10000 [09:39<00:49, 15.11it/s]
ELBO: -17854.3: 93%|#########2| 9256/10000 [09:39<00:49, 15.11it/s]
ELBO: -17854.3: 93%|#########2| 9257/10000 [09:39<00:44, 16.70it/s]
ELBO: -17922.4: 93%|#########2| 9257/10000 [09:39<00:44, 16.70it/s]
ELBO: -17934.0: 93%|#########2| 9258/10000 [09:39<00:44, 16.70it/s]
ELBO: -17934.0: 93%|#########2| 9259/10000 [09:39<00:48, 15.26it/s]
ELBO: -17881.5: 93%|#########2| 9259/10000 [09:39<00:48, 15.26it/s]
ELBO: -17856.0: 93%|#########2| 9260/10000 [09:39<00:48, 15.26it/s]
ELBO: -17871.6: 93%|#########2| 9261/10000 [09:40<00:48, 15.26it/s]
ELBO: -17871.6: 93%|#########2| 9262/10000 [09:40<00:49, 14.79it/s]
ELBO: -17839.6: 93%|#########2| 9262/10000 [09:40<00:49, 14.79it/s]
ELBO: -17888.1: 93%|#########2| 9263/10000 [09:40<00:49, 14.79it/s]
ELBO: -17848.8: 93%|#########2| 9264/10000 [09:40<00:49, 14.79it/s]
ELBO: -17848.8: 93%|#########2| 9265/10000 [09:40<00:44, 16.34it/s]
ELBO: -17868.3: 93%|#########2| 9265/10000 [09:40<00:44, 16.34it/s]
ELBO: -17891.4: 93%|#########2| 9266/10000 [09:40<00:44, 16.34it/s]
ELBO: -17891.4: 93%|#########2| 9267/10000 [09:40<00:48, 15.06it/s]
ELBO: -17879.3: 93%|#########2| 9267/10000 [09:40<00:48, 15.06it/s]
ELBO: -17861.8: 93%|#########2| 9268/10000 [09:40<00:48, 15.06it/s]
ELBO: -17830.9: 93%|#########2| 9269/10000 [09:40<00:48, 15.06it/s]
ELBO: -17830.9: 93%|#########2| 9270/10000 [09:40<00:43, 16.62it/s]
ELBO: -17851.7: 93%|#########2| 9270/10000 [09:40<00:43, 16.62it/s]
ELBO: -17869.7: 93%|#########2| 9271/10000 [09:40<00:43, 16.62it/s]
ELBO: -17869.7: 93%|#########2| 9272/10000 [09:40<00:48, 15.15it/s]
ELBO: -17839.8: 93%|#########2| 9272/10000 [09:40<00:48, 15.15it/s]
ELBO: -17837.5: 93%|#########2| 9273/10000 [09:40<00:47, 15.15it/s]
ELBO: -17902.2: 93%|#########2| 9274/10000 [09:40<00:47, 15.15it/s]
ELBO: -17902.2: 93%|#########2| 9275/10000 [09:40<00:43, 16.72it/s]
ELBO: -17834.9: 93%|#########2| 9275/10000 [09:40<00:43, 16.72it/s]
ELBO: -17853.6: 93%|#########2| 9276/10000 [09:40<00:43, 16.72it/s]
ELBO: -17853.6: 93%|#########2| 9277/10000 [09:40<00:47, 15.19it/s]
ELBO: -17879.0: 93%|#########2| 9277/10000 [09:41<00:47, 15.19it/s]
ELBO: -17866.6: 93%|#########2| 9278/10000 [09:41<00:47, 15.19it/s]
ELBO: -17836.0: 93%|#########2| 9279/10000 [09:41<00:47, 15.19it/s]
ELBO: -17836.0: 93%|#########2| 9280/10000 [09:41<00:48, 14.74it/s]
ELBO: -17919.2: 93%|#########2| 9280/10000 [09:41<00:48, 14.74it/s]
ELBO: -17829.5: 93%|#########2| 9281/10000 [09:41<00:48, 14.74it/s]
ELBO: -17883.1: 93%|#########2| 9282/10000 [09:41<00:48, 14.74it/s]
ELBO: -17883.1: 93%|#########2| 9283/10000 [09:41<00:43, 16.30it/s]
ELBO: -17858.6: 93%|#########2| 9283/10000 [09:41<00:43, 16.30it/s]
ELBO: -17846.2: 93%|#########2| 9284/10000 [09:41<00:43, 16.30it/s]
ELBO: -17846.2: 93%|#########2| 9285/10000 [09:41<00:47, 15.06it/s]
ELBO: -17909.9: 93%|#########2| 9285/10000 [09:41<00:47, 15.06it/s]
ELBO: -17930.8: 93%|#########2| 9286/10000 [09:41<00:47, 15.06it/s]
ELBO: -17938.0: 93%|#########2| 9287/10000 [09:41<00:47, 15.06it/s]
ELBO: -17938.0: 93%|#########2| 9288/10000 [09:41<00:42, 16.63it/s]
ELBO: -17846.3: 93%|#########2| 9288/10000 [09:41<00:42, 16.63it/s]
ELBO: -17858.4: 93%|#########2| 9289/10000 [09:41<00:42, 16.63it/s]
ELBO: -17858.4: 93%|#########2| 9290/10000 [09:41<00:46, 15.17it/s]
ELBO: -17867.4: 93%|#########2| 9290/10000 [09:41<00:46, 15.17it/s]
ELBO: -17844.5: 93%|#########2| 9291/10000 [09:41<00:46, 15.17it/s]
ELBO: -17858.1: 93%|#########2| 9292/10000 [09:41<00:46, 15.17it/s]
ELBO: -17858.1: 93%|#########2| 9293/10000 [09:41<00:42, 16.74it/s]
ELBO: -17872.2: 93%|#########2| 9293/10000 [09:42<00:42, 16.74it/s]
ELBO: -17891.8: 93%|#########2| 9294/10000 [09:42<00:42, 16.74it/s]
ELBO: -17891.8: 93%|#########2| 9295/10000 [09:42<00:46, 15.26it/s]
ELBO: -17859.8: 93%|#########2| 9295/10000 [09:42<00:46, 15.26it/s]
ELBO: -17867.0: 93%|#########2| 9296/10000 [09:42<00:46, 15.26it/s]
ELBO: -17857.3: 93%|#########2| 9297/10000 [09:42<00:46, 15.26it/s]
ELBO: -17857.3: 93%|#########2| 9298/10000 [09:42<00:47, 14.76it/s]
ELBO: -17861.4: 93%|#########2| 9298/10000 [09:42<00:47, 14.76it/s]
ELBO: -17809.7: 93%|#########2| 9299/10000 [09:42<00:47, 14.76it/s]
ELBO: -17916.3: 93%|#########3| 9300/10000 [09:42<00:47, 14.76it/s]
ELBO: -17916.3: 93%|#########3| 9301/10000 [09:42<00:42, 16.28it/s]
ELBO: -17903.1: 93%|#########3| 9301/10000 [09:42<00:42, 16.28it/s]
ELBO: -17873.0: 93%|#########3| 9302/10000 [09:42<00:42, 16.28it/s]
ELBO: -17873.0: 93%|#########3| 9303/10000 [09:42<00:46, 15.01it/s]
ELBO: -17886.8: 93%|#########3| 9303/10000 [09:42<00:46, 15.01it/s]
ELBO: -17893.2: 93%|#########3| 9304/10000 [09:42<00:46, 15.01it/s]
ELBO: -17877.6: 93%|#########3| 9305/10000 [09:42<00:46, 15.01it/s]
ELBO: -17877.6: 93%|#########3| 9306/10000 [09:42<00:41, 16.53it/s]
ELBO: -17850.1: 93%|#########3| 9306/10000 [09:42<00:41, 16.53it/s]
ELBO: -17873.2: 93%|#########3| 9307/10000 [09:42<00:41, 16.53it/s]
ELBO: -17873.2: 93%|#########3| 9308/10000 [09:42<00:45, 15.09it/s]
ELBO: -17898.1: 93%|#########3| 9308/10000 [09:43<00:45, 15.09it/s]
ELBO: -17909.7: 93%|#########3| 9309/10000 [09:43<00:45, 15.09it/s]
ELBO: -17871.7: 93%|#########3| 9310/10000 [09:43<00:45, 15.09it/s]
ELBO: -17871.7: 93%|#########3| 9311/10000 [09:43<00:41, 16.65it/s]
ELBO: -17870.1: 93%|#########3| 9311/10000 [09:43<00:41, 16.65it/s]
ELBO: -17866.5: 93%|#########3| 9312/10000 [09:43<00:41, 16.65it/s]
ELBO: -17866.5: 93%|#########3| 9313/10000 [09:43<00:45, 15.21it/s]
ELBO: -17880.0: 93%|#########3| 9313/10000 [09:43<00:45, 15.21it/s]
ELBO: -17929.5: 93%|#########3| 9314/10000 [09:43<00:45, 15.21it/s]
ELBO: -17833.8: 93%|#########3| 9315/10000 [09:43<00:45, 15.21it/s]
ELBO: -17833.8: 93%|#########3| 9316/10000 [09:43<00:46, 14.68it/s]
ELBO: -17938.8: 93%|#########3| 9316/10000 [09:43<00:46, 14.68it/s]
ELBO: -17902.7: 93%|#########3| 9317/10000 [09:43<00:46, 14.68it/s]
ELBO: -17860.4: 93%|#########3| 9318/10000 [09:43<00:46, 14.68it/s]
ELBO: -17860.4: 93%|#########3| 9319/10000 [09:43<00:41, 16.25it/s]
ELBO: -17827.8: 93%|#########3| 9319/10000 [09:43<00:41, 16.25it/s]
ELBO: -17864.7: 93%|#########3| 9320/10000 [09:43<00:41, 16.25it/s]
ELBO: -17864.7: 93%|#########3| 9321/10000 [09:43<00:45, 14.96it/s]
ELBO: -17866.8: 93%|#########3| 9321/10000 [09:43<00:45, 14.96it/s]
ELBO: -17864.0: 93%|#########3| 9322/10000 [09:43<00:45, 14.96it/s]
ELBO: -17856.7: 93%|#########3| 9323/10000 [09:43<00:45, 14.96it/s]
ELBO: -17856.7: 93%|#########3| 9324/10000 [09:43<00:40, 16.58it/s]
ELBO: -17858.4: 93%|#########3| 9324/10000 [09:44<00:40, 16.58it/s]
ELBO: -17880.3: 93%|#########3| 9325/10000 [09:44<00:40, 16.58it/s]
ELBO: -17880.3: 93%|#########3| 9326/10000 [09:44<00:44, 15.12it/s]
ELBO: -17904.4: 93%|#########3| 9326/10000 [09:44<00:44, 15.12it/s]
ELBO: -17868.2: 93%|#########3| 9327/10000 [09:44<00:44, 15.12it/s]
ELBO: -17865.4: 93%|#########3| 9328/10000 [09:44<00:44, 15.12it/s]
ELBO: -17865.4: 93%|#########3| 9329/10000 [09:44<00:40, 16.72it/s]
ELBO: -17839.1: 93%|#########3| 9329/10000 [09:44<00:40, 16.72it/s]
ELBO: -17773.6: 93%|#########3| 9330/10000 [09:44<00:40, 16.72it/s]
ELBO: -17773.6: 93%|#########3| 9331/10000 [09:44<00:43, 15.27it/s]
ELBO: -17861.4: 93%|#########3| 9331/10000 [09:44<00:43, 15.27it/s]
ELBO: -17906.3: 93%|#########3| 9332/10000 [09:44<00:43, 15.27it/s]
ELBO: -17858.3: 93%|#########3| 9333/10000 [09:44<00:43, 15.27it/s]
ELBO: -17858.3: 93%|#########3| 9334/10000 [09:44<00:45, 14.77it/s]
ELBO: -17881.3: 93%|#########3| 9334/10000 [09:44<00:45, 14.77it/s]
ELBO: -17890.6: 93%|#########3| 9335/10000 [09:44<00:45, 14.77it/s]
ELBO: -17917.6: 93%|#########3| 9336/10000 [09:44<00:44, 14.77it/s]
ELBO: -17917.6: 93%|#########3| 9337/10000 [09:44<00:40, 16.34it/s]
ELBO: -17867.0: 93%|#########3| 9337/10000 [09:44<00:40, 16.34it/s]
ELBO: -17817.2: 93%|#########3| 9338/10000 [09:44<00:40, 16.34it/s]
ELBO: -17817.2: 93%|#########3| 9339/10000 [09:44<00:44, 15.02it/s]
ELBO: -17871.0: 93%|#########3| 9339/10000 [09:45<00:44, 15.02it/s]
ELBO: -17861.3: 93%|#########3| 9340/10000 [09:45<00:43, 15.02it/s]
ELBO: -17834.1: 93%|#########3| 9341/10000 [09:45<00:43, 15.02it/s]
ELBO: -17834.1: 93%|#########3| 9342/10000 [09:45<00:39, 16.61it/s]
ELBO: -17830.1: 93%|#########3| 9342/10000 [09:45<00:39, 16.61it/s]
ELBO: -17850.5: 93%|#########3| 9343/10000 [09:45<00:39, 16.61it/s]
ELBO: -17850.5: 93%|#########3| 9344/10000 [09:45<00:43, 15.18it/s]
ELBO: -17857.5: 93%|#########3| 9344/10000 [09:45<00:43, 15.18it/s]
ELBO: -17901.7: 93%|#########3| 9345/10000 [09:45<00:43, 15.18it/s]
ELBO: -17834.7: 93%|#########3| 9346/10000 [09:45<00:43, 15.18it/s]
ELBO: -17834.7: 93%|#########3| 9347/10000 [09:45<00:38, 16.76it/s]
ELBO: -17836.3: 93%|#########3| 9347/10000 [09:45<00:38, 16.76it/s]
ELBO: -17855.8: 93%|#########3| 9348/10000 [09:45<00:38, 16.76it/s]
ELBO: -17855.8: 93%|#########3| 9349/10000 [09:45<00:42, 15.28it/s]
ELBO: -17865.2: 93%|#########3| 9349/10000 [09:45<00:42, 15.28it/s]
ELBO: -17844.7: 94%|#########3| 9350/10000 [09:45<00:42, 15.28it/s]
ELBO: -17865.0: 94%|#########3| 9351/10000 [09:45<00:42, 15.28it/s]
ELBO: -17865.0: 94%|#########3| 9352/10000 [09:45<00:43, 14.81it/s]
ELBO: -17891.4: 94%|#########3| 9352/10000 [09:45<00:43, 14.81it/s]
ELBO: -17874.1: 94%|#########3| 9353/10000 [09:45<00:43, 14.81it/s]
ELBO: -17904.6: 94%|#########3| 9354/10000 [09:45<00:43, 14.81it/s]
ELBO: -17904.6: 94%|#########3| 9355/10000 [09:45<00:39, 16.39it/s]
ELBO: -17852.4: 94%|#########3| 9357/10000 [09:45<00:39, 16.39it/s]
ELBO: -17876.4: 94%|#########3| 9358/10000 [09:46<00:39, 16.39it/s]
ELBO: -17876.4: 94%|#########3| 9359/10000 [09:46<00:34, 18.75it/s]
ELBO: -17865.0: 94%|#########3| 9359/10000 [09:46<00:34, 18.75it/s]
ELBO: -17871.4: 94%|#########3| 9360/10000 [09:46<00:34, 18.75it/s]
ELBO: -17880.4: 94%|#########3| 9361/10000 [09:46<00:34, 18.75it/s]
ELBO: -17880.4: 94%|#########3| 9362/10000 [09:46<00:33, 19.26it/s]
ELBO: -17913.7: 94%|#########3| 9362/10000 [09:46<00:33, 19.26it/s]
ELBO: -17836.5: 94%|#########3| 9363/10000 [09:46<00:33, 19.26it/s]
ELBO: -17836.5: 94%|#########3| 9364/10000 [09:46<00:37, 16.85it/s]
ELBO: -17895.3: 94%|#########3| 9364/10000 [09:46<00:37, 16.85it/s]
ELBO: -17849.9: 94%|#########3| 9365/10000 [09:46<00:37, 16.85it/s]
ELBO: -17863.7: 94%|#########3| 9366/10000 [09:46<00:37, 16.85it/s]
ELBO: -17863.7: 94%|#########3| 9367/10000 [09:46<00:35, 17.96it/s]
ELBO: -17804.2: 94%|#########3| 9367/10000 [09:46<00:35, 17.96it/s]
ELBO: -17839.9: 94%|#########3| 9368/10000 [09:46<00:35, 17.96it/s]
ELBO: -17839.9: 94%|#########3| 9369/10000 [09:46<00:39, 16.12it/s]
ELBO: -17837.8: 94%|#########3| 9369/10000 [09:46<00:39, 16.12it/s]
ELBO: -17848.3: 94%|#########3| 9370/10000 [09:46<00:39, 16.12it/s]
ELBO: -17866.9: 94%|#########3| 9371/10000 [09:46<00:39, 16.12it/s]
ELBO: -17866.9: 94%|#########3| 9372/10000 [09:46<00:40, 15.33it/s]
ELBO: -17885.6: 94%|#########3| 9372/10000 [09:46<00:40, 15.33it/s]
ELBO: -17880.2: 94%|#########3| 9373/10000 [09:47<00:40, 15.33it/s]
ELBO: -17848.6: 94%|#########3| 9374/10000 [09:47<00:40, 15.33it/s]
ELBO: -17848.6: 94%|#########3| 9375/10000 [09:47<00:37, 16.72it/s]
ELBO: -17845.5: 94%|#########3| 9375/10000 [09:47<00:37, 16.72it/s]
ELBO: -17861.0: 94%|#########3| 9376/10000 [09:47<00:37, 16.72it/s]
ELBO: -17861.0: 94%|#########3| 9377/10000 [09:47<00:40, 15.35it/s]
ELBO: -17843.5: 94%|#########3| 9377/10000 [09:47<00:40, 15.35it/s]
ELBO: -17845.6: 94%|#########3| 9378/10000 [09:47<00:40, 15.35it/s]
ELBO: -17818.9: 94%|#########3| 9379/10000 [09:47<00:40, 15.35it/s]
ELBO: -17818.9: 94%|#########3| 9380/10000 [09:47<00:36, 16.81it/s]
ELBO: -17845.4: 94%|#########3| 9380/10000 [09:47<00:36, 16.81it/s]
ELBO: -17830.7: 94%|#########3| 9381/10000 [09:47<00:36, 16.81it/s]
ELBO: -17830.7: 94%|#########3| 9382/10000 [09:47<00:40, 15.31it/s]
ELBO: -17862.7: 94%|#########3| 9382/10000 [09:47<00:40, 15.31it/s]
ELBO: -17845.7: 94%|#########3| 9383/10000 [09:47<00:40, 15.31it/s]
ELBO: -17894.6: 94%|#########3| 9384/10000 [09:47<00:40, 15.31it/s]
ELBO: -17894.6: 94%|#########3| 9385/10000 [09:47<00:36, 16.85it/s]
ELBO: -17849.4: 94%|#########3| 9385/10000 [09:47<00:36, 16.85it/s]
ELBO: -17834.8: 94%|#########3| 9386/10000 [09:47<00:36, 16.85it/s]
ELBO: -17834.8: 94%|#########3| 9387/10000 [09:47<00:39, 15.35it/s]
ELBO: -17832.0: 94%|#########3| 9387/10000 [09:47<00:39, 15.35it/s]
ELBO: -17867.0: 94%|#########3| 9388/10000 [09:47<00:39, 15.35it/s]
ELBO: -17891.9: 94%|#########3| 9389/10000 [09:48<00:39, 15.35it/s]
ELBO: -17891.9: 94%|#########3| 9390/10000 [09:48<00:41, 14.85it/s]
ELBO: -17839.4: 94%|#########3| 9390/10000 [09:48<00:41, 14.85it/s]
ELBO: -17876.3: 94%|#########3| 9391/10000 [09:48<00:41, 14.85it/s]
ELBO: -17843.4: 94%|#########3| 9392/10000 [09:48<00:40, 14.85it/s]
ELBO: -17843.4: 94%|#########3| 9393/10000 [09:48<00:37, 16.36it/s]
ELBO: -17810.8: 94%|#########3| 9393/10000 [09:48<00:37, 16.36it/s]
ELBO: -17876.9: 94%|#########3| 9394/10000 [09:48<00:37, 16.36it/s]
ELBO: -17876.9: 94%|#########3| 9395/10000 [09:48<00:40, 15.07it/s]
ELBO: -17891.5: 94%|#########3| 9395/10000 [09:48<00:40, 15.07it/s]
ELBO: -17839.0: 94%|#########3| 9396/10000 [09:48<00:40, 15.07it/s]
ELBO: -17854.1: 94%|#########3| 9397/10000 [09:48<00:40, 15.07it/s]
ELBO: -17854.1: 94%|#########3| 9398/10000 [09:48<00:36, 16.62it/s]
ELBO: -17907.1: 94%|#########3| 9398/10000 [09:48<00:36, 16.62it/s]
ELBO: -17865.6: 94%|#########3| 9399/10000 [09:48<00:36, 16.62it/s]
ELBO: -17865.6: 94%|#########3| 9400/10000 [09:48<00:39, 15.18it/s]
ELBO: -17834.9: 94%|#########3| 9400/10000 [09:48<00:39, 15.18it/s]
ELBO: -17871.4: 94%|#########4| 9401/10000 [09:48<00:39, 15.18it/s]
ELBO: -17917.0: 94%|#########4| 9402/10000 [09:48<00:39, 15.18it/s]
ELBO: -17917.0: 94%|#########4| 9403/10000 [09:48<00:35, 16.76it/s]
ELBO: -17813.2: 94%|#########4| 9403/10000 [09:48<00:35, 16.76it/s]
ELBO: -17872.2: 94%|#########4| 9404/10000 [09:49<00:35, 16.76it/s]
ELBO: -17872.2: 94%|#########4| 9405/10000 [09:49<00:38, 15.30it/s]
ELBO: -17848.6: 94%|#########4| 9405/10000 [09:49<00:38, 15.30it/s]
ELBO: -17843.3: 94%|#########4| 9406/10000 [09:49<00:38, 15.30it/s]
ELBO: -17817.9: 94%|#########4| 9407/10000 [09:49<00:38, 15.30it/s]
ELBO: -17817.9: 94%|#########4| 9408/10000 [09:49<00:39, 14.80it/s]
ELBO: -17846.6: 94%|#########4| 9408/10000 [09:49<00:39, 14.80it/s]
ELBO: -17829.7: 94%|#########4| 9409/10000 [09:49<00:39, 14.80it/s]
ELBO: -17843.6: 94%|#########4| 9410/10000 [09:49<00:39, 14.80it/s]
ELBO: -17843.6: 94%|#########4| 9411/10000 [09:49<00:35, 16.39it/s]
ELBO: -17812.9: 94%|#########4| 9411/10000 [09:49<00:35, 16.39it/s]
ELBO: -17894.5: 94%|#########4| 9412/10000 [09:49<00:35, 16.39it/s]
ELBO: -17894.5: 94%|#########4| 9413/10000 [09:49<00:38, 15.10it/s]
ELBO: -17866.4: 94%|#########4| 9413/10000 [09:49<00:38, 15.10it/s]
ELBO: -17858.4: 94%|#########4| 9414/10000 [09:49<00:38, 15.10it/s]
ELBO: -17835.2: 94%|#########4| 9415/10000 [09:49<00:38, 15.10it/s]
ELBO: -17835.2: 94%|#########4| 9416/10000 [09:49<00:35, 16.61it/s]
ELBO: -17875.9: 94%|#########4| 9416/10000 [09:49<00:35, 16.61it/s]
ELBO: -17857.1: 94%|#########4| 9417/10000 [09:49<00:35, 16.61it/s]
ELBO: -17857.1: 94%|#########4| 9418/10000 [09:49<00:38, 15.15it/s]
ELBO: -17826.5: 94%|#########4| 9418/10000 [09:49<00:38, 15.15it/s]
ELBO: -17822.7: 94%|#########4| 9419/10000 [09:49<00:38, 15.15it/s]
ELBO: -17828.9: 94%|#########4| 9420/10000 [09:50<00:38, 15.15it/s]
ELBO: -17828.9: 94%|#########4| 9421/10000 [09:50<00:34, 16.70it/s]
ELBO: -17814.4: 94%|#########4| 9421/10000 [09:50<00:34, 16.70it/s]
ELBO: -17809.4: 94%|#########4| 9422/10000 [09:50<00:34, 16.70it/s]
ELBO: -17809.4: 94%|#########4| 9423/10000 [09:50<00:37, 15.26it/s]
ELBO: -17802.1: 94%|#########4| 9423/10000 [09:50<00:37, 15.26it/s]
ELBO: -17832.6: 94%|#########4| 9424/10000 [09:50<00:37, 15.26it/s]
ELBO: -17843.2: 94%|#########4| 9425/10000 [09:50<00:37, 15.26it/s]
ELBO: -17843.2: 94%|#########4| 9426/10000 [09:50<00:39, 14.71it/s]
ELBO: -17883.6: 94%|#########4| 9426/10000 [09:50<00:39, 14.71it/s]
ELBO: -17859.2: 94%|#########4| 9427/10000 [09:50<00:38, 14.71it/s]
ELBO: -17813.8: 94%|#########4| 9428/10000 [09:50<00:38, 14.71it/s]
ELBO: -17813.8: 94%|#########4| 9429/10000 [09:50<00:35, 16.29it/s]
ELBO: -17876.6: 94%|#########4| 9429/10000 [09:50<00:35, 16.29it/s]
ELBO: -17876.4: 94%|#########4| 9430/10000 [09:50<00:34, 16.29it/s]
ELBO: -17876.4: 94%|#########4| 9431/10000 [09:50<00:38, 14.97it/s]
ELBO: -17861.9: 94%|#########4| 9431/10000 [09:50<00:38, 14.97it/s]
ELBO: -17817.3: 94%|#########4| 9432/10000 [09:50<00:37, 14.97it/s]
ELBO: -17849.4: 94%|#########4| 9433/10000 [09:50<00:37, 14.97it/s]
ELBO: -17849.4: 94%|#########4| 9434/10000 [09:50<00:34, 16.52it/s]
ELBO: -17859.8: 94%|#########4| 9434/10000 [09:50<00:34, 16.52it/s]
ELBO: -17914.1: 94%|#########4| 9435/10000 [09:51<00:34, 16.52it/s]
ELBO: -17914.1: 94%|#########4| 9436/10000 [09:51<00:37, 15.12it/s]
ELBO: -17867.6: 94%|#########4| 9436/10000 [09:51<00:37, 15.12it/s]
ELBO: -17843.2: 94%|#########4| 9437/10000 [09:51<00:37, 15.12it/s]
ELBO: -17813.6: 94%|#########4| 9438/10000 [09:51<00:37, 15.12it/s]
ELBO: -17813.6: 94%|#########4| 9439/10000 [09:51<00:33, 16.67it/s]
ELBO: -17841.7: 94%|#########4| 9439/10000 [09:51<00:33, 16.67it/s]
ELBO: -17801.4: 94%|#########4| 9440/10000 [09:51<00:33, 16.67it/s]
ELBO: -17801.4: 94%|#########4| 9441/10000 [09:51<00:36, 15.23it/s]
ELBO: -17855.5: 94%|#########4| 9441/10000 [09:51<00:36, 15.23it/s]
ELBO: -17809.4: 94%|#########4| 9442/10000 [09:51<00:36, 15.23it/s]
ELBO: -17857.7: 94%|#########4| 9443/10000 [09:51<00:36, 15.23it/s]
ELBO: -17857.7: 94%|#########4| 9444/10000 [09:51<00:37, 14.69it/s]
ELBO: -17851.9: 94%|#########4| 9444/10000 [09:51<00:37, 14.69it/s]
ELBO: -17859.8: 94%|#########4| 9445/10000 [09:51<00:37, 14.69it/s]
ELBO: -17812.0: 94%|#########4| 9446/10000 [09:51<00:37, 14.69it/s]
ELBO: -17812.0: 94%|#########4| 9447/10000 [09:51<00:34, 16.21it/s]
ELBO: -17833.9: 94%|#########4| 9447/10000 [09:51<00:34, 16.21it/s]
ELBO: -17836.4: 94%|#########4| 9448/10000 [09:51<00:34, 16.21it/s]
ELBO: -17836.4: 94%|#########4| 9449/10000 [09:51<00:36, 15.00it/s]
ELBO: -17875.7: 94%|#########4| 9449/10000 [09:51<00:36, 15.00it/s]
ELBO: -17887.2: 94%|#########4| 9450/10000 [09:51<00:36, 15.00it/s]
ELBO: -17836.3: 95%|#########4| 9451/10000 [09:52<00:36, 15.00it/s]
ELBO: -17836.3: 95%|#########4| 9452/10000 [09:52<00:33, 16.58it/s]
ELBO: -17794.6: 95%|#########4| 9452/10000 [09:52<00:33, 16.58it/s]
ELBO: -17828.3: 95%|#########4| 9453/10000 [09:52<00:32, 16.58it/s]
ELBO: -17828.3: 95%|#########4| 9454/10000 [09:52<00:36, 15.14it/s]
ELBO: -17850.2: 95%|#########4| 9454/10000 [09:52<00:36, 15.14it/s]
ELBO: -17817.6: 95%|#########4| 9455/10000 [09:52<00:36, 15.14it/s]
ELBO: -17834.0: 95%|#########4| 9456/10000 [09:52<00:35, 15.14it/s]
ELBO: -17834.0: 95%|#########4| 9457/10000 [09:52<00:32, 16.73it/s]
ELBO: -17871.5: 95%|#########4| 9457/10000 [09:52<00:32, 16.73it/s]
ELBO: -17874.1: 95%|#########4| 9458/10000 [09:52<00:32, 16.73it/s]
ELBO: -17874.1: 95%|#########4| 9459/10000 [09:52<00:35, 15.30it/s]
ELBO: -17812.7: 95%|#########4| 9459/10000 [09:52<00:35, 15.30it/s]
ELBO: -17844.8: 95%|#########4| 9460/10000 [09:52<00:35, 15.30it/s]
ELBO: -17913.2: 95%|#########4| 9461/10000 [09:52<00:35, 15.30it/s]
ELBO: -17913.2: 95%|#########4| 9462/10000 [09:52<00:36, 14.77it/s]
ELBO: -17854.0: 95%|#########4| 9462/10000 [09:52<00:36, 14.77it/s]
ELBO: -17869.2: 95%|#########4| 9463/10000 [09:52<00:36, 14.77it/s]
ELBO: -17800.7: 95%|#########4| 9464/10000 [09:52<00:36, 14.77it/s]
ELBO: -17800.7: 95%|#########4| 9465/10000 [09:52<00:32, 16.27it/s]
ELBO: -17849.5: 95%|#########4| 9465/10000 [09:52<00:32, 16.27it/s]
ELBO: -17830.4: 95%|#########4| 9466/10000 [09:53<00:32, 16.27it/s]
ELBO: -17830.4: 95%|#########4| 9467/10000 [09:53<00:35, 14.96it/s]
ELBO: -17887.4: 95%|#########4| 9467/10000 [09:53<00:35, 14.96it/s]
ELBO: -17872.8: 95%|#########4| 9468/10000 [09:53<00:35, 14.96it/s]
ELBO: -17821.2: 95%|#########4| 9469/10000 [09:53<00:35, 14.96it/s]
ELBO: -17821.2: 95%|#########4| 9470/10000 [09:53<00:32, 16.51it/s]
ELBO: -17870.9: 95%|#########4| 9470/10000 [09:53<00:32, 16.51it/s]
ELBO: -17853.9: 95%|#########4| 9471/10000 [09:53<00:32, 16.51it/s]
ELBO: -17853.9: 95%|#########4| 9472/10000 [09:53<00:35, 15.06it/s]
ELBO: -17871.2: 95%|#########4| 9472/10000 [09:53<00:35, 15.06it/s]
ELBO: -17844.4: 95%|#########4| 9473/10000 [09:53<00:34, 15.06it/s]
ELBO: -17818.1: 95%|#########4| 9474/10000 [09:53<00:34, 15.06it/s]
ELBO: -17818.1: 95%|#########4| 9475/10000 [09:53<00:31, 16.64it/s]
ELBO: -17836.9: 95%|#########4| 9475/10000 [09:53<00:31, 16.64it/s]
ELBO: -17877.3: 95%|#########4| 9476/10000 [09:53<00:31, 16.64it/s]
ELBO: -17877.3: 95%|#########4| 9477/10000 [09:53<00:34, 15.24it/s]
ELBO: -17899.8: 95%|#########4| 9477/10000 [09:53<00:34, 15.24it/s]
ELBO: -17797.6: 95%|#########4| 9478/10000 [09:53<00:34, 15.24it/s]
ELBO: -17873.7: 95%|#########4| 9479/10000 [09:53<00:34, 15.24it/s]
ELBO: -17873.7: 95%|#########4| 9480/10000 [09:53<00:35, 14.76it/s]
ELBO: -17838.5: 95%|#########4| 9480/10000 [09:53<00:35, 14.76it/s]
ELBO: -17844.2: 95%|#########4| 9481/10000 [09:53<00:35, 14.76it/s]
ELBO: -17859.8: 95%|#########4| 9482/10000 [09:53<00:35, 14.76it/s]
ELBO: -17859.8: 95%|#########4| 9483/10000 [09:53<00:31, 16.33it/s]
ELBO: -17838.9: 95%|#########4| 9483/10000 [09:54<00:31, 16.33it/s]
ELBO: -17781.8: 95%|#########4| 9484/10000 [09:54<00:31, 16.33it/s]
ELBO: -17781.8: 95%|#########4| 9485/10000 [09:54<00:34, 14.98it/s]
ELBO: -17841.7: 95%|#########4| 9485/10000 [09:54<00:34, 14.98it/s]
ELBO: -17841.4: 95%|#########4| 9486/10000 [09:54<00:34, 14.98it/s]
ELBO: -17841.4: 95%|#########4| 9487/10000 [09:54<00:32, 15.89it/s]
ELBO: -17829.0: 95%|#########4| 9487/10000 [09:54<00:32, 15.89it/s]
ELBO: -17811.3: 95%|#########4| 9488/10000 [09:54<00:32, 15.89it/s]
ELBO: -17811.3: 95%|#########4| 9489/10000 [09:54<00:34, 14.62it/s]
ELBO: -17808.9: 95%|#########4| 9489/10000 [09:54<00:34, 14.62it/s]
ELBO: -17928.8: 95%|#########4| 9490/10000 [09:54<00:34, 14.62it/s]
ELBO: -17876.4: 95%|#########4| 9491/10000 [09:54<00:34, 14.62it/s]
ELBO: -17876.4: 95%|#########4| 9492/10000 [09:54<00:30, 16.41it/s]
ELBO: -17818.9: 95%|#########4| 9492/10000 [09:54<00:30, 16.41it/s]
ELBO: -17801.0: 95%|#########4| 9493/10000 [09:54<00:30, 16.41it/s]
ELBO: -17801.0: 95%|#########4| 9494/10000 [09:54<00:33, 15.06it/s]
ELBO: -17842.2: 95%|#########4| 9494/10000 [09:54<00:33, 15.06it/s]
ELBO: -17854.5: 95%|#########4| 9495/10000 [09:54<00:33, 15.06it/s]
ELBO: -17883.5: 95%|#########4| 9496/10000 [09:54<00:33, 15.06it/s]
ELBO: -17883.5: 95%|#########4| 9497/10000 [09:54<00:30, 16.63it/s]
ELBO: -17851.6: 95%|#########4| 9497/10000 [09:55<00:30, 16.63it/s]
ELBO: -17876.7: 95%|#########4| 9498/10000 [09:55<00:30, 16.63it/s]
ELBO: -17876.7: 95%|#########4| 9499/10000 [09:55<00:33, 15.10it/s]
ELBO: -17825.0: 95%|#########4| 9499/10000 [09:55<00:33, 15.10it/s]
ELBO: -17822.1: 95%|#########5| 9500/10000 [09:55<00:33, 15.10it/s]
ELBO: -17827.8: 95%|#########5| 9501/10000 [09:55<00:33, 15.10it/s]
ELBO: -17827.8: 95%|#########5| 9502/10000 [09:55<00:29, 16.62it/s]
ELBO: -17831.4: 95%|#########5| 9502/10000 [09:55<00:29, 16.62it/s]
ELBO: -17845.6: 95%|#########5| 9503/10000 [09:55<00:29, 16.62it/s]
ELBO: -17845.6: 95%|#########5| 9504/10000 [09:55<00:32, 15.04it/s]
ELBO: -17798.3: 95%|#########5| 9504/10000 [09:55<00:32, 15.04it/s]
ELBO: -17870.4: 95%|#########5| 9505/10000 [09:55<00:32, 15.04it/s]
ELBO: -17845.6: 95%|#########5| 9506/10000 [09:55<00:32, 15.04it/s]
ELBO: -17845.6: 95%|#########5| 9507/10000 [09:55<00:33, 14.66it/s]
ELBO: -17844.6: 95%|#########5| 9507/10000 [09:55<00:33, 14.66it/s]
ELBO: -17825.0: 95%|#########5| 9508/10000 [09:55<00:33, 14.66it/s]
ELBO: -17867.4: 95%|#########5| 9509/10000 [09:55<00:33, 14.66it/s]
ELBO: -17867.4: 95%|#########5| 9510/10000 [09:55<00:30, 16.28it/s]
ELBO: -17852.9: 95%|#########5| 9510/10000 [09:55<00:30, 16.28it/s]
ELBO: -17862.1: 95%|#########5| 9511/10000 [09:55<00:30, 16.28it/s]
ELBO: -17862.1: 95%|#########5| 9512/10000 [09:55<00:32, 15.00it/s]
ELBO: -17840.5: 95%|#########5| 9512/10000 [09:55<00:32, 15.00it/s]
ELBO: -17817.4: 95%|#########5| 9513/10000 [09:55<00:32, 15.00it/s]
ELBO: -17829.0: 95%|#########5| 9514/10000 [09:56<00:32, 15.00it/s]
ELBO: -17829.0: 95%|#########5| 9515/10000 [09:56<00:29, 16.55it/s]
ELBO: -17841.6: 95%|#########5| 9515/10000 [09:56<00:29, 16.55it/s]
ELBO: -17822.8: 95%|#########5| 9516/10000 [09:56<00:29, 16.55it/s]
ELBO: -17822.8: 95%|#########5| 9517/10000 [09:56<00:31, 15.11it/s]
ELBO: -17853.3: 95%|#########5| 9517/10000 [09:56<00:31, 15.11it/s]
ELBO: -17800.2: 95%|#########5| 9518/10000 [09:56<00:31, 15.11it/s]
ELBO: -17795.1: 95%|#########5| 9519/10000 [09:56<00:31, 15.11it/s]
ELBO: -17795.1: 95%|#########5| 9520/10000 [09:56<00:28, 16.68it/s]
ELBO: -17835.7: 95%|#########5| 9520/10000 [09:56<00:28, 16.68it/s]
ELBO: -17877.0: 95%|#########5| 9521/10000 [09:56<00:28, 16.68it/s]
ELBO: -17877.0: 95%|#########5| 9522/10000 [09:56<00:31, 15.19it/s]
ELBO: -17884.4: 95%|#########5| 9522/10000 [09:56<00:31, 15.19it/s]
ELBO: -17824.6: 95%|#########5| 9523/10000 [09:56<00:31, 15.19it/s]
ELBO: -17773.2: 95%|#########5| 9524/10000 [09:56<00:31, 15.19it/s]
ELBO: -17773.2: 95%|#########5| 9525/10000 [09:56<00:32, 14.74it/s]
ELBO: -17806.2: 95%|#########5| 9525/10000 [09:56<00:32, 14.74it/s]
ELBO: -17808.0: 95%|#########5| 9526/10000 [09:56<00:32, 14.74it/s]
ELBO: -17882.3: 95%|#########5| 9527/10000 [09:56<00:32, 14.74it/s]
ELBO: -17882.3: 95%|#########5| 9528/10000 [09:56<00:28, 16.30it/s]
ELBO: -17806.5: 95%|#########5| 9528/10000 [09:56<00:28, 16.30it/s]
ELBO: -17827.5: 95%|#########5| 9529/10000 [09:57<00:28, 16.30it/s]
ELBO: -17827.5: 95%|#########5| 9530/10000 [09:57<00:31, 14.96it/s]
ELBO: -17854.2: 95%|#########5| 9530/10000 [09:57<00:31, 14.96it/s]
ELBO: -17837.1: 95%|#########5| 9531/10000 [09:57<00:31, 14.96it/s]
ELBO: -17841.5: 95%|#########5| 9532/10000 [09:57<00:31, 14.96it/s]
ELBO: -17841.5: 95%|#########5| 9533/10000 [09:57<00:28, 16.48it/s]
ELBO: -17809.4: 95%|#########5| 9533/10000 [09:57<00:28, 16.48it/s]
ELBO: -17852.0: 95%|#########5| 9534/10000 [09:57<00:28, 16.48it/s]
ELBO: -17852.0: 95%|#########5| 9535/10000 [09:57<00:30, 15.10it/s]
ELBO: -17820.3: 95%|#########5| 9535/10000 [09:57<00:30, 15.10it/s]
ELBO: -17844.5: 95%|#########5| 9536/10000 [09:57<00:30, 15.10it/s]
ELBO: -17832.5: 95%|#########5| 9537/10000 [09:57<00:30, 15.10it/s]
ELBO: -17832.5: 95%|#########5| 9538/10000 [09:57<00:27, 16.69it/s]
ELBO: -17900.3: 95%|#########5| 9538/10000 [09:57<00:27, 16.69it/s]
ELBO: -17802.6: 95%|#########5| 9539/10000 [09:57<00:27, 16.69it/s]
ELBO: -17802.6: 95%|#########5| 9540/10000 [09:57<00:30, 15.24it/s]
ELBO: -17883.3: 95%|#########5| 9540/10000 [09:57<00:30, 15.24it/s]
ELBO: -17839.7: 95%|#########5| 9541/10000 [09:57<00:30, 15.24it/s]
ELBO: -17857.1: 95%|#########5| 9542/10000 [09:57<00:30, 15.24it/s]
ELBO: -17857.1: 95%|#########5| 9543/10000 [09:57<00:30, 14.78it/s]
ELBO: -17832.6: 95%|#########5| 9543/10000 [09:57<00:30, 14.78it/s]
ELBO: -17798.1: 95%|#########5| 9544/10000 [09:57<00:30, 14.78it/s]
ELBO: -17829.5: 95%|#########5| 9545/10000 [09:58<00:30, 14.78it/s]
ELBO: -17829.5: 95%|#########5| 9546/10000 [09:58<00:27, 16.26it/s]
ELBO: -17780.7: 95%|#########5| 9546/10000 [09:58<00:27, 16.26it/s]
ELBO: -17847.0: 95%|#########5| 9547/10000 [09:58<00:27, 16.26it/s]
ELBO: -17847.0: 95%|#########5| 9548/10000 [09:58<00:30, 14.97it/s]
ELBO: -17793.2: 95%|#########5| 9548/10000 [09:58<00:30, 14.97it/s]
ELBO: -17804.6: 95%|#########5| 9549/10000 [09:58<00:30, 14.97it/s]
ELBO: -17845.1: 96%|#########5| 9552/10000 [09:58<00:29, 14.97it/s]
ELBO: -17845.1: 96%|#########5| 9553/10000 [09:58<00:22, 20.27it/s]
ELBO: -17807.6: 96%|#########5| 9553/10000 [09:58<00:22, 20.27it/s]
ELBO: -17828.4: 96%|#########5| 9554/10000 [09:58<00:21, 20.27it/s]
ELBO: -17838.3: 96%|#########5| 9555/10000 [09:58<00:21, 20.27it/s]
ELBO: -17838.3: 96%|#########5| 9556/10000 [09:58<00:24, 17.97it/s]
ELBO: -17883.0: 96%|#########5| 9556/10000 [09:58<00:24, 17.97it/s]
ELBO: -17838.9: 96%|#########5| 9557/10000 [09:58<00:24, 17.97it/s]
ELBO: -17829.4: 96%|#########5| 9558/10000 [09:58<00:24, 17.97it/s]
ELBO: -17829.4: 96%|#########5| 9559/10000 [09:58<00:26, 16.65it/s]
ELBO: -17839.6: 96%|#########5| 9559/10000 [09:58<00:26, 16.65it/s]
ELBO: -17796.0: 96%|#########5| 9560/10000 [09:58<00:26, 16.65it/s]
ELBO: -17833.1: 96%|#########5| 9561/10000 [09:58<00:26, 16.65it/s]
ELBO: -17833.1: 96%|#########5| 9562/10000 [09:58<00:24, 17.68it/s]
ELBO: -17808.3: 96%|#########5| 9562/10000 [09:59<00:24, 17.68it/s]
ELBO: -17824.6: 96%|#########5| 9563/10000 [09:59<00:24, 17.68it/s]
ELBO: -17824.6: 96%|#########5| 9564/10000 [09:59<00:27, 15.97it/s]
ELBO: -17812.7: 96%|#########5| 9564/10000 [09:59<00:27, 15.97it/s]
ELBO: -17816.8: 96%|#########5| 9565/10000 [09:59<00:27, 15.97it/s]
ELBO: -17828.1: 96%|#########5| 9566/10000 [09:59<00:27, 15.97it/s]
ELBO: -17828.1: 96%|#########5| 9567/10000 [09:59<00:25, 17.13it/s]
ELBO: -17843.5: 96%|#########5| 9567/10000 [09:59<00:25, 17.13it/s]
ELBO: -17790.7: 96%|#########5| 9568/10000 [09:59<00:25, 17.13it/s]
ELBO: -17790.7: 96%|#########5| 9569/10000 [09:59<00:27, 15.56it/s]
ELBO: -17816.2: 96%|#########5| 9569/10000 [09:59<00:27, 15.56it/s]
ELBO: -17850.4: 96%|#########5| 9570/10000 [09:59<00:27, 15.56it/s]
ELBO: -17823.9: 96%|#########5| 9571/10000 [09:59<00:27, 15.56it/s]
ELBO: -17823.9: 96%|#########5| 9572/10000 [09:59<00:28, 14.99it/s]
ELBO: -17834.6: 96%|#########5| 9572/10000 [09:59<00:28, 14.99it/s]
ELBO: -17893.3: 96%|#########5| 9573/10000 [09:59<00:28, 14.99it/s]
ELBO: -17864.3: 96%|#########5| 9574/10000 [09:59<00:28, 14.99it/s]
ELBO: -17864.3: 96%|#########5| 9575/10000 [09:59<00:25, 16.48it/s]
ELBO: -17828.6: 96%|#########5| 9575/10000 [09:59<00:25, 16.48it/s]
ELBO: -17809.0: 96%|#########5| 9576/10000 [09:59<00:25, 16.48it/s]
ELBO: -17809.0: 96%|#########5| 9577/10000 [09:59<00:27, 15.14it/s]
ELBO: -17825.9: 96%|#########5| 9577/10000 [09:59<00:27, 15.14it/s]
ELBO: -17891.1: 96%|#########5| 9578/10000 [10:00<00:27, 15.14it/s]
ELBO: -17858.4: 96%|#########5| 9579/10000 [10:00<00:27, 15.14it/s]
ELBO: -17858.4: 96%|#########5| 9580/10000 [10:00<00:25, 16.60it/s]
ELBO: -17815.1: 96%|#########5| 9580/10000 [10:00<00:25, 16.60it/s]
ELBO: -17838.3: 96%|#########5| 9581/10000 [10:00<00:25, 16.60it/s]
ELBO: -17838.3: 96%|#########5| 9582/10000 [10:00<00:27, 15.14it/s]
ELBO: -17815.1: 96%|#########5| 9582/10000 [10:00<00:27, 15.14it/s]
ELBO: -17845.1: 96%|#########5| 9583/10000 [10:00<00:27, 15.14it/s]
ELBO: -17823.2: 96%|#########5| 9584/10000 [10:00<00:27, 15.14it/s]
ELBO: -17823.2: 96%|#########5| 9585/10000 [10:00<00:24, 16.67it/s]
ELBO: -17860.9: 96%|#########5| 9585/10000 [10:00<00:24, 16.67it/s]
ELBO: -17832.6: 96%|#########5| 9586/10000 [10:00<00:24, 16.67it/s]
ELBO: -17832.6: 96%|#########5| 9587/10000 [10:00<00:27, 15.18it/s]
ELBO: -17839.0: 96%|#########5| 9587/10000 [10:00<00:27, 15.18it/s]
ELBO: -17810.1: 96%|#########5| 9588/10000 [10:00<00:27, 15.18it/s]
ELBO: -17813.3: 96%|#########5| 9589/10000 [10:00<00:27, 15.18it/s]
ELBO: -17813.3: 96%|#########5| 9590/10000 [10:00<00:27, 14.70it/s]
ELBO: -17872.5: 96%|#########5| 9590/10000 [10:00<00:27, 14.70it/s]
ELBO: -17828.1: 96%|#########5| 9591/10000 [10:00<00:27, 14.70it/s]
ELBO: -17799.3: 96%|#########5| 9592/10000 [10:00<00:27, 14.70it/s]
ELBO: -17799.3: 96%|#########5| 9593/10000 [10:00<00:24, 16.30it/s]
ELBO: -17789.9: 96%|#########5| 9593/10000 [10:00<00:24, 16.30it/s]
ELBO: -17883.7: 96%|#########5| 9594/10000 [10:01<00:24, 16.30it/s]
ELBO: -17883.7: 96%|#########5| 9595/10000 [10:01<00:26, 15.01it/s]
ELBO: -17831.0: 96%|#########5| 9595/10000 [10:01<00:26, 15.01it/s]
ELBO: -17810.5: 96%|#########5| 9596/10000 [10:01<00:26, 15.01it/s]
ELBO: -17821.4: 96%|#########5| 9597/10000 [10:01<00:26, 15.01it/s]
ELBO: -17821.4: 96%|#########5| 9598/10000 [10:01<00:24, 16.55it/s]
ELBO: -17877.8: 96%|#########5| 9598/10000 [10:01<00:24, 16.55it/s]
ELBO: -17838.0: 96%|#########5| 9599/10000 [10:01<00:24, 16.55it/s]
ELBO: -17838.0: 96%|#########6| 9600/10000 [10:01<00:26, 15.13it/s]
ELBO: -17841.5: 96%|#########6| 9600/10000 [10:01<00:26, 15.13it/s]
ELBO: -17875.2: 96%|#########6| 9601/10000 [10:01<00:26, 15.13it/s]
ELBO: -17829.2: 96%|#########6| 9602/10000 [10:01<00:26, 15.13it/s]
ELBO: -17829.2: 96%|#########6| 9603/10000 [10:01<00:23, 16.67it/s]
ELBO: -17787.1: 96%|#########6| 9603/10000 [10:01<00:23, 16.67it/s]
ELBO: -17803.9: 96%|#########6| 9604/10000 [10:01<00:23, 16.67it/s]
ELBO: -17803.9: 96%|#########6| 9605/10000 [10:01<00:26, 15.18it/s]
ELBO: -17838.1: 96%|#########6| 9605/10000 [10:01<00:26, 15.18it/s]
ELBO: -17845.8: 96%|#########6| 9606/10000 [10:01<00:25, 15.18it/s]
ELBO: -17817.7: 96%|#########6| 9607/10000 [10:01<00:25, 15.18it/s]
ELBO: -17817.7: 96%|#########6| 9608/10000 [10:01<00:26, 14.63it/s]
ELBO: -17877.3: 96%|#########6| 9608/10000 [10:01<00:26, 14.63it/s]
ELBO: -17803.1: 96%|#########6| 9609/10000 [10:02<00:26, 14.63it/s]
ELBO: -17821.2: 96%|#########6| 9610/10000 [10:02<00:26, 14.63it/s]
ELBO: -17821.2: 96%|#########6| 9611/10000 [10:02<00:23, 16.23it/s]
ELBO: -17834.8: 96%|#########6| 9611/10000 [10:02<00:23, 16.23it/s]
ELBO: -17792.7: 96%|#########6| 9612/10000 [10:02<00:23, 16.23it/s]
ELBO: -17792.7: 96%|#########6| 9613/10000 [10:02<00:25, 14.94it/s]
ELBO: -17807.7: 96%|#########6| 9613/10000 [10:02<00:25, 14.94it/s]
ELBO: -17821.1: 96%|#########6| 9614/10000 [10:02<00:25, 14.94it/s]
ELBO: -17820.9: 96%|#########6| 9615/10000 [10:02<00:25, 14.94it/s]
ELBO: -17820.9: 96%|#########6| 9616/10000 [10:02<00:23, 16.53it/s]
ELBO: -17810.3: 96%|#########6| 9616/10000 [10:02<00:23, 16.53it/s]
ELBO: -17880.1: 96%|#########6| 9617/10000 [10:02<00:23, 16.53it/s]
ELBO: -17880.1: 96%|#########6| 9618/10000 [10:02<00:25, 15.11it/s]
ELBO: -17849.8: 96%|#########6| 9618/10000 [10:02<00:25, 15.11it/s]
ELBO: -17800.1: 96%|#########6| 9619/10000 [10:02<00:25, 15.11it/s]
ELBO: -17801.5: 96%|#########6| 9620/10000 [10:02<00:25, 15.11it/s]
ELBO: -17801.5: 96%|#########6| 9621/10000 [10:02<00:22, 16.66it/s]
ELBO: -17845.1: 96%|#########6| 9621/10000 [10:02<00:22, 16.66it/s]
ELBO: -17849.6: 96%|#########6| 9622/10000 [10:02<00:22, 16.66it/s]
ELBO: -17849.6: 96%|#########6| 9623/10000 [10:02<00:24, 15.22it/s]
ELBO: -17825.4: 96%|#########6| 9623/10000 [10:02<00:24, 15.22it/s]
ELBO: -17830.1: 96%|#########6| 9624/10000 [10:02<00:24, 15.22it/s]
ELBO: -17824.2: 96%|#########6| 9625/10000 [10:03<00:24, 15.22it/s]
ELBO: -17824.2: 96%|#########6| 9626/10000 [10:03<00:25, 14.76it/s]
ELBO: -17799.5: 96%|#########6| 9626/10000 [10:03<00:25, 14.76it/s]
ELBO: -17858.5: 96%|#########6| 9627/10000 [10:03<00:25, 14.76it/s]
ELBO: -17871.9: 96%|#########6| 9628/10000 [10:03<00:25, 14.76it/s]
ELBO: -17871.9: 96%|#########6| 9629/10000 [10:03<00:22, 16.28it/s]
ELBO: -17831.0: 96%|#########6| 9629/10000 [10:03<00:22, 16.28it/s]
ELBO: -17825.2: 96%|#########6| 9630/10000 [10:03<00:22, 16.28it/s]
ELBO: -17825.2: 96%|#########6| 9631/10000 [10:03<00:24, 14.85it/s]
ELBO: -17863.7: 96%|#########6| 9631/10000 [10:03<00:24, 14.85it/s]
ELBO: -17784.8: 96%|#########6| 9632/10000 [10:03<00:24, 14.85it/s]
ELBO: -17892.6: 96%|#########6| 9633/10000 [10:03<00:24, 14.85it/s]
ELBO: -17892.6: 96%|#########6| 9634/10000 [10:03<00:22, 16.43it/s]
ELBO: -17852.2: 96%|#########6| 9634/10000 [10:03<00:22, 16.43it/s]
ELBO: -17907.4: 96%|#########6| 9635/10000 [10:03<00:22, 16.43it/s]
ELBO: -17907.4: 96%|#########6| 9636/10000 [10:03<00:24, 15.00it/s]
ELBO: -17779.0: 96%|#########6| 9636/10000 [10:03<00:24, 15.00it/s]
ELBO: -17846.3: 96%|#########6| 9637/10000 [10:03<00:24, 15.00it/s]
ELBO: -17822.1: 96%|#########6| 9638/10000 [10:03<00:24, 15.00it/s]
ELBO: -17822.1: 96%|#########6| 9639/10000 [10:03<00:21, 16.48it/s]
ELBO: -17823.2: 96%|#########6| 9639/10000 [10:03<00:21, 16.48it/s]
ELBO: -17848.3: 96%|#########6| 9640/10000 [10:04<00:21, 16.48it/s]
ELBO: -17848.3: 96%|#########6| 9641/10000 [10:04<00:23, 15.02it/s]
ELBO: -17825.8: 96%|#########6| 9641/10000 [10:04<00:23, 15.02it/s]
ELBO: -17858.3: 96%|#########6| 9642/10000 [10:04<00:23, 15.02it/s]
ELBO: -17795.6: 96%|#########6| 9643/10000 [10:04<00:23, 15.02it/s]
ELBO: -17795.6: 96%|#########6| 9644/10000 [10:04<00:24, 14.54it/s]
ELBO: -17791.3: 96%|#########6| 9644/10000 [10:04<00:24, 14.54it/s]
ELBO: -17782.4: 96%|#########6| 9645/10000 [10:04<00:24, 14.54it/s]
ELBO: -17828.6: 96%|#########6| 9646/10000 [10:04<00:24, 14.54it/s]
ELBO: -17828.6: 96%|#########6| 9647/10000 [10:04<00:22, 16.00it/s]
ELBO: -17834.8: 96%|#########6| 9647/10000 [10:04<00:22, 16.00it/s]
ELBO: -17847.8: 96%|#########6| 9648/10000 [10:04<00:21, 16.00it/s]
ELBO: -17847.8: 96%|#########6| 9649/10000 [10:04<00:23, 14.70it/s]
ELBO: -17819.8: 96%|#########6| 9649/10000 [10:04<00:23, 14.70it/s]
ELBO: -17783.6: 96%|#########6| 9650/10000 [10:04<00:23, 14.70it/s]
ELBO: -17783.6: 97%|#########6| 9651/10000 [10:04<00:22, 15.74it/s]
ELBO: -17827.4: 97%|#########6| 9651/10000 [10:04<00:22, 15.74it/s]
ELBO: -17843.9: 97%|#########6| 9652/10000 [10:04<00:22, 15.74it/s]
ELBO: -17843.9: 97%|#########6| 9653/10000 [10:04<00:24, 14.35it/s]
ELBO: -17852.5: 97%|#########6| 9653/10000 [10:04<00:24, 14.35it/s]
ELBO: -17815.1: 97%|#########6| 9654/10000 [10:04<00:24, 14.35it/s]
ELBO: -17815.1: 97%|#########6| 9655/10000 [10:04<00:22, 15.55it/s]
ELBO: -17808.0: 97%|#########6| 9655/10000 [10:04<00:22, 15.55it/s]
ELBO: -17809.3: 97%|#########6| 9656/10000 [10:05<00:22, 15.55it/s]
ELBO: -17809.3: 97%|#########6| 9657/10000 [10:05<00:20, 16.59it/s]
ELBO: -17801.8: 97%|#########6| 9657/10000 [10:05<00:20, 16.59it/s]
ELBO: -17790.2: 97%|#########6| 9658/10000 [10:05<00:20, 16.59it/s]
ELBO: -17790.2: 97%|#########6| 9659/10000 [10:05<00:23, 14.80it/s]
ELBO: -17851.7: 97%|#########6| 9659/10000 [10:05<00:23, 14.80it/s]
ELBO: -17870.7: 97%|#########6| 9660/10000 [10:05<00:22, 14.80it/s]
ELBO: -17820.9: 97%|#########6| 9661/10000 [10:05<00:22, 14.80it/s]
ELBO: -17820.9: 97%|#########6| 9662/10000 [10:05<00:23, 14.28it/s]
ELBO: -17832.5: 97%|#########6| 9662/10000 [10:05<00:23, 14.28it/s]
ELBO: -17834.9: 97%|#########6| 9663/10000 [10:05<00:23, 14.28it/s]
ELBO: -17834.9: 97%|#########6| 9664/10000 [10:05<00:21, 15.45it/s]
ELBO: -17756.9: 97%|#########6| 9664/10000 [10:05<00:21, 15.45it/s]
ELBO: -17887.3: 97%|#########6| 9665/10000 [10:05<00:21, 15.45it/s]
ELBO: -17811.4: 97%|#########6| 9666/10000 [10:05<00:21, 15.45it/s]
ELBO: -17811.4: 97%|#########6| 9667/10000 [10:05<00:22, 14.72it/s]
ELBO: -17819.7: 97%|#########6| 9667/10000 [10:05<00:22, 14.72it/s]
ELBO: -17842.2: 97%|#########6| 9668/10000 [10:05<00:22, 14.72it/s]
ELBO: -17817.3: 97%|#########6| 9669/10000 [10:05<00:22, 14.72it/s]
ELBO: -17817.3: 97%|#########6| 9670/10000 [10:05<00:20, 16.20it/s]
ELBO: -17824.1: 97%|#########6| 9670/10000 [10:06<00:20, 16.20it/s]
ELBO: -17832.4: 97%|#########6| 9671/10000 [10:06<00:20, 16.20it/s]
ELBO: -17832.4: 97%|#########6| 9672/10000 [10:06<00:22, 14.83it/s]
ELBO: -17821.0: 97%|#########6| 9672/10000 [10:06<00:22, 14.83it/s]
ELBO: -17836.7: 97%|#########6| 9673/10000 [10:06<00:22, 14.83it/s]
ELBO: -17814.5: 97%|#########6| 9674/10000 [10:06<00:21, 14.83it/s]
ELBO: -17814.5: 97%|#########6| 9675/10000 [10:06<00:19, 16.39it/s]
ELBO: -17866.2: 97%|#########6| 9675/10000 [10:06<00:19, 16.39it/s]
ELBO: -17822.5: 97%|#########6| 9676/10000 [10:06<00:19, 16.39it/s]
ELBO: -17822.5: 97%|#########6| 9677/10000 [10:06<00:21, 14.90it/s]
ELBO: -17794.5: 97%|#########6| 9677/10000 [10:06<00:21, 14.90it/s]
ELBO: -17795.9: 97%|#########6| 9678/10000 [10:06<00:21, 14.90it/s]
ELBO: -17837.0: 97%|#########6| 9679/10000 [10:06<00:21, 14.90it/s]
ELBO: -17837.0: 97%|#########6| 9680/10000 [10:06<00:22, 14.49it/s]
ELBO: -17847.5: 97%|#########6| 9680/10000 [10:06<00:22, 14.49it/s]
ELBO: -17828.6: 97%|#########6| 9681/10000 [10:06<00:22, 14.49it/s]
ELBO: -17780.2: 97%|#########6| 9682/10000 [10:06<00:21, 14.49it/s]
ELBO: -17780.2: 97%|#########6| 9683/10000 [10:06<00:19, 16.12it/s]
ELBO: -17846.0: 97%|#########6| 9683/10000 [10:06<00:19, 16.12it/s]
ELBO: -17831.3: 97%|#########6| 9684/10000 [10:06<00:19, 16.12it/s]
ELBO: -17831.3: 97%|#########6| 9685/10000 [10:06<00:21, 14.89it/s]
ELBO: -17836.1: 97%|#########6| 9685/10000 [10:06<00:21, 14.89it/s]
ELBO: -17820.5: 97%|#########6| 9686/10000 [10:07<00:21, 14.89it/s]
ELBO: -17856.5: 97%|#########6| 9687/10000 [10:07<00:21, 14.89it/s]
ELBO: -17856.5: 97%|#########6| 9688/10000 [10:07<00:18, 16.43it/s]
ELBO: -17819.9: 97%|#########6| 9688/10000 [10:07<00:18, 16.43it/s]
ELBO: -17832.3: 97%|#########6| 9689/10000 [10:07<00:18, 16.43it/s]
ELBO: -17832.3: 97%|#########6| 9690/10000 [10:07<00:20, 14.82it/s]
ELBO: -17787.1: 97%|#########6| 9690/10000 [10:07<00:20, 14.82it/s]
ELBO: -17822.9: 97%|#########6| 9691/10000 [10:07<00:20, 14.82it/s]
ELBO: -17822.9: 97%|#########6| 9692/10000 [10:07<00:19, 15.86it/s]
ELBO: -17807.9: 97%|#########6| 9692/10000 [10:07<00:19, 15.86it/s]
ELBO: -17802.6: 97%|#########6| 9693/10000 [10:07<00:19, 15.86it/s]
ELBO: -17802.6: 97%|#########6| 9694/10000 [10:07<00:21, 14.44it/s]
ELBO: -17832.6: 97%|#########6| 9694/10000 [10:07<00:21, 14.44it/s]
ELBO: -17898.8: 97%|#########6| 9695/10000 [10:07<00:21, 14.44it/s]
ELBO: -17815.6: 97%|#########6| 9696/10000 [10:07<00:21, 14.44it/s]
ELBO: -17815.6: 97%|#########6| 9697/10000 [10:07<00:18, 16.19it/s]
ELBO: -17841.9: 97%|#########6| 9697/10000 [10:07<00:18, 16.19it/s]
ELBO: -17822.6: 97%|#########6| 9698/10000 [10:07<00:18, 16.19it/s]
ELBO: -17822.6: 97%|#########6| 9699/10000 [10:07<00:20, 14.79it/s]
ELBO: -17816.9: 97%|#########6| 9699/10000 [10:07<00:20, 14.79it/s]
ELBO: -17833.5: 97%|#########7| 9700/10000 [10:07<00:20, 14.79it/s]
ELBO: -17843.3: 97%|#########7| 9701/10000 [10:07<00:20, 14.79it/s]
ELBO: -17843.3: 97%|#########7| 9702/10000 [10:07<00:18, 16.51it/s]
ELBO: -17840.4: 97%|#########7| 9702/10000 [10:08<00:18, 16.51it/s]
ELBO: -17837.0: 97%|#########7| 9703/10000 [10:08<00:17, 16.51it/s]
ELBO: -17837.0: 97%|#########7| 9704/10000 [10:08<00:19, 15.06it/s]
ELBO: -17805.2: 97%|#########7| 9704/10000 [10:08<00:19, 15.06it/s]
ELBO: -17827.3: 97%|#########7| 9705/10000 [10:08<00:19, 15.06it/s]
ELBO: -17774.4: 97%|#########7| 9706/10000 [10:08<00:19, 15.06it/s]
ELBO: -17774.4: 97%|#########7| 9707/10000 [10:08<00:19, 14.66it/s]
ELBO: -17800.1: 97%|#########7| 9707/10000 [10:08<00:19, 14.66it/s]
ELBO: -17804.6: 97%|#########7| 9708/10000 [10:08<00:19, 14.66it/s]
ELBO: -17804.6: 97%|#########7| 9709/10000 [10:08<00:18, 15.64it/s]
ELBO: -17829.4: 97%|#########7| 9709/10000 [10:08<00:18, 15.64it/s]
ELBO: -17865.9: 97%|#########7| 9710/10000 [10:08<00:18, 15.64it/s]
ELBO: -17846.2: 97%|#########7| 9711/10000 [10:08<00:18, 15.64it/s]
ELBO: -17846.2: 97%|#########7| 9712/10000 [10:08<00:19, 14.46it/s]
ELBO: -17811.4: 97%|#########7| 9712/10000 [10:08<00:19, 14.46it/s]
ELBO: -17794.3: 97%|#########7| 9713/10000 [10:08<00:19, 14.46it/s]
ELBO: -17794.3: 97%|#########7| 9714/10000 [10:08<00:18, 15.34it/s]
ELBO: -17822.4: 97%|#########7| 9714/10000 [10:08<00:18, 15.34it/s]
ELBO: -17784.5: 97%|#########7| 9715/10000 [10:08<00:18, 15.34it/s]
ELBO: -17784.5: 97%|#########7| 9716/10000 [10:08<00:20, 13.93it/s]
ELBO: -17804.3: 97%|#########7| 9716/10000 [10:09<00:20, 13.93it/s]
ELBO: -17862.1: 97%|#########7| 9717/10000 [10:09<00:20, 13.93it/s]
ELBO: -17862.1: 97%|#########7| 9718/10000 [10:09<00:18, 15.08it/s]
ELBO: -17852.4: 97%|#########7| 9718/10000 [10:09<00:18, 15.08it/s]
ELBO: -17859.7: 97%|#########7| 9719/10000 [10:09<00:18, 15.08it/s]
ELBO: -17859.7: 97%|#########7| 9720/10000 [10:09<00:17, 16.02it/s]
ELBO: -17861.0: 97%|#########7| 9720/10000 [10:09<00:17, 16.02it/s]
ELBO: -17788.1: 97%|#########7| 9721/10000 [10:09<00:17, 16.02it/s]
ELBO: -17788.1: 97%|#########7| 9722/10000 [10:09<00:20, 13.85it/s]
ELBO: -17791.1: 97%|#########7| 9722/10000 [10:09<00:20, 13.85it/s]
ELBO: -17825.4: 97%|#########7| 9723/10000 [10:09<00:20, 13.85it/s]
ELBO: -17825.4: 97%|#########7| 9724/10000 [10:09<00:18, 15.18it/s]
ELBO: -17867.9: 97%|#########7| 9724/10000 [10:09<00:18, 15.18it/s]
ELBO: -17848.2: 97%|#########7| 9725/10000 [10:09<00:18, 15.18it/s]
ELBO: -17848.2: 97%|#########7| 9726/10000 [10:09<00:20, 13.47it/s]
ELBO: -17857.1: 97%|#########7| 9726/10000 [10:09<00:20, 13.47it/s]
ELBO: -17817.7: 97%|#########7| 9727/10000 [10:09<00:20, 13.47it/s]
ELBO: -17810.6: 97%|#########7| 9728/10000 [10:09<00:20, 13.47it/s]
ELBO: -17810.6: 97%|#########7| 9729/10000 [10:09<00:17, 15.43it/s]
ELBO: -17804.4: 97%|#########7| 9729/10000 [10:09<00:17, 15.43it/s]
ELBO: -17792.8: 97%|#########7| 9730/10000 [10:10<00:17, 15.43it/s]
ELBO: -17792.8: 97%|#########7| 9731/10000 [10:10<00:19, 13.85it/s]
ELBO: -17814.1: 97%|#########7| 9731/10000 [10:10<00:19, 13.85it/s]
ELBO: -17820.9: 97%|#########7| 9732/10000 [10:10<00:19, 13.85it/s]
ELBO: -17820.9: 97%|#########7| 9733/10000 [10:10<00:17, 15.11it/s]
ELBO: -17865.8: 97%|#########7| 9733/10000 [10:10<00:17, 15.11it/s]
ELBO: -17827.9: 97%|#########7| 9734/10000 [10:10<00:17, 15.11it/s]
ELBO: -17827.9: 97%|#########7| 9735/10000 [10:10<00:19, 13.61it/s]
ELBO: -17816.3: 97%|#########7| 9735/10000 [10:10<00:19, 13.61it/s]
ELBO: -17760.4: 97%|#########7| 9736/10000 [10:10<00:19, 13.61it/s]
ELBO: -17830.0: 97%|#########7| 9737/10000 [10:10<00:19, 13.61it/s]
ELBO: -17830.0: 97%|#########7| 9738/10000 [10:10<00:16, 15.56it/s]
ELBO: -17777.6: 97%|#########7| 9738/10000 [10:10<00:16, 15.56it/s]
ELBO: -17867.5: 97%|#########7| 9739/10000 [10:10<00:16, 15.56it/s]
ELBO: -17867.5: 97%|#########7| 9740/10000 [10:10<00:18, 14.23it/s]
ELBO: -17819.6: 97%|#########7| 9740/10000 [10:10<00:18, 14.23it/s]
ELBO: -17857.9: 97%|#########7| 9741/10000 [10:10<00:18, 14.23it/s]
ELBO: -17815.2: 97%|#########7| 9742/10000 [10:10<00:18, 14.23it/s]
ELBO: -17815.2: 97%|#########7| 9743/10000 [10:10<00:18, 13.84it/s]
ELBO: -17789.5: 97%|#########7| 9743/10000 [10:10<00:18, 13.84it/s]
ELBO: -17797.0: 97%|#########7| 9744/10000 [10:10<00:18, 13.84it/s]
ELBO: -17797.0: 97%|#########7| 9745/10000 [10:10<00:17, 15.00it/s]
ELBO: -17800.9: 97%|#########7| 9747/10000 [10:10<00:16, 15.00it/s]
ELBO: -17836.6: 97%|#########7| 9748/10000 [10:11<00:16, 15.00it/s]
ELBO: -17820.0: 97%|#########7| 9749/10000 [10:11<00:16, 15.00it/s]
ELBO: -17820.0: 98%|#########7| 9750/10000 [10:11<00:14, 17.74it/s]
ELBO: -17887.8: 98%|#########7| 9750/10000 [10:11<00:14, 17.74it/s]
ELBO: -17778.2: 98%|#########7| 9751/10000 [10:11<00:14, 17.74it/s]
ELBO: -17816.9: 98%|#########7| 9752/10000 [10:11<00:13, 17.74it/s]
ELBO: -17816.9: 98%|#########7| 9753/10000 [10:11<00:13, 18.37it/s]
ELBO: -17845.4: 98%|#########7| 9753/10000 [10:11<00:13, 18.37it/s]
ELBO: -17794.5: 98%|#########7| 9754/10000 [10:11<00:13, 18.37it/s]
ELBO: -17794.5: 98%|#########7| 9755/10000 [10:11<00:15, 16.13it/s]
ELBO: -17797.5: 98%|#########7| 9755/10000 [10:11<00:15, 16.13it/s]
ELBO: -17811.6: 98%|#########7| 9756/10000 [10:11<00:15, 16.13it/s]
ELBO: -17820.0: 98%|#########7| 9757/10000 [10:11<00:15, 16.13it/s]
ELBO: -17820.0: 98%|#########7| 9758/10000 [10:11<00:14, 17.21it/s]
ELBO: -17843.7: 98%|#########7| 9758/10000 [10:11<00:14, 17.21it/s]
ELBO: -17831.5: 98%|#########7| 9759/10000 [10:11<00:14, 17.21it/s]
ELBO: -17831.5: 98%|#########7| 9760/10000 [10:11<00:15, 15.21it/s]
ELBO: -17813.8: 98%|#########7| 9760/10000 [10:11<00:15, 15.21it/s]
ELBO: -17845.7: 98%|#########7| 9761/10000 [10:11<00:15, 15.21it/s]
ELBO: -17845.7: 98%|#########7| 9762/10000 [10:11<00:14, 16.04it/s]
ELBO: -17783.4: 98%|#########7| 9762/10000 [10:12<00:14, 16.04it/s]
ELBO: -17825.1: 98%|#########7| 9763/10000 [10:12<00:14, 16.04it/s]
ELBO: -17825.1: 98%|#########7| 9764/10000 [10:12<00:16, 14.23it/s]
ELBO: -17797.7: 98%|#########7| 9764/10000 [10:12<00:16, 14.23it/s]
ELBO: -17832.3: 98%|#########7| 9765/10000 [10:12<00:16, 14.23it/s]
ELBO: -17802.2: 98%|#########7| 9766/10000 [10:12<00:16, 14.23it/s]
ELBO: -17802.2: 98%|#########7| 9767/10000 [10:12<00:14, 15.95it/s]
ELBO: -17799.6: 98%|#########7| 9767/10000 [10:12<00:14, 15.95it/s]
ELBO: -17802.3: 98%|#########7| 9768/10000 [10:12<00:14, 15.95it/s]
ELBO: -17802.3: 98%|#########7| 9769/10000 [10:12<00:15, 14.65it/s]
ELBO: -17844.7: 98%|#########7| 9769/10000 [10:12<00:15, 14.65it/s]
ELBO: -17830.9: 98%|#########7| 9770/10000 [10:12<00:15, 14.65it/s]
ELBO: -17816.7: 98%|#########7| 9771/10000 [10:12<00:15, 14.65it/s]
ELBO: -17816.7: 98%|#########7| 9772/10000 [10:12<00:16, 14.12it/s]
ELBO: -17782.9: 98%|#########7| 9772/10000 [10:12<00:16, 14.12it/s]
ELBO: -17835.9: 98%|#########7| 9773/10000 [10:12<00:16, 14.12it/s]
ELBO: -17835.9: 98%|#########7| 9774/10000 [10:12<00:14, 15.17it/s]
ELBO: -17812.1: 98%|#########7| 9774/10000 [10:12<00:14, 15.17it/s]
ELBO: -17886.2: 98%|#########7| 9775/10000 [10:12<00:14, 15.17it/s]
ELBO: -17791.1: 98%|#########7| 9776/10000 [10:12<00:14, 15.17it/s]
ELBO: -17791.1: 98%|#########7| 9777/10000 [10:12<00:15, 14.55it/s]
ELBO: -17791.2: 98%|#########7| 9777/10000 [10:13<00:15, 14.55it/s]
ELBO: -17824.4: 98%|#########7| 9778/10000 [10:13<00:15, 14.55it/s]
ELBO: -17846.1: 98%|#########7| 9779/10000 [10:13<00:15, 14.55it/s]
ELBO: -17846.1: 98%|#########7| 9780/10000 [10:13<00:13, 16.09it/s]
ELBO: -17796.2: 98%|#########7| 9780/10000 [10:13<00:13, 16.09it/s]
ELBO: -17854.9: 98%|#########7| 9781/10000 [10:13<00:13, 16.09it/s]
ELBO: -17854.9: 98%|#########7| 9782/10000 [10:13<00:14, 14.62it/s]
ELBO: -17802.2: 98%|#########7| 9782/10000 [10:13<00:14, 14.62it/s]
ELBO: -17812.9: 98%|#########7| 9783/10000 [10:13<00:14, 14.62it/s]
ELBO: -17798.0: 98%|#########7| 9784/10000 [10:13<00:14, 14.62it/s]
ELBO: -17798.0: 98%|#########7| 9785/10000 [10:13<00:13, 16.19it/s]
ELBO: -17807.1: 98%|#########7| 9785/10000 [10:13<00:13, 16.19it/s]
ELBO: -17781.8: 98%|#########7| 9786/10000 [10:13<00:13, 16.19it/s]
ELBO: -17781.8: 98%|#########7| 9787/10000 [10:13<00:14, 14.63it/s]
ELBO: -17827.8: 98%|#########7| 9787/10000 [10:13<00:14, 14.63it/s]
ELBO: -17821.1: 98%|#########7| 9788/10000 [10:13<00:14, 14.63it/s]
ELBO: -17821.1: 98%|#########7| 9789/10000 [10:13<00:13, 15.69it/s]
ELBO: -17826.5: 98%|#########7| 9789/10000 [10:13<00:13, 15.69it/s]
ELBO: -17829.8: 98%|#########7| 9790/10000 [10:13<00:13, 15.69it/s]
ELBO: -17829.8: 98%|#########7| 9791/10000 [10:13<00:14, 14.19it/s]
ELBO: -17814.8: 98%|#########7| 9791/10000 [10:13<00:14, 14.19it/s]
ELBO: -17824.9: 98%|#########7| 9792/10000 [10:14<00:14, 14.19it/s]
ELBO: -17824.9: 98%|#########7| 9793/10000 [10:14<00:13, 15.36it/s]
ELBO: -17813.0: 98%|#########7| 9793/10000 [10:14<00:13, 15.36it/s]
ELBO: -17853.8: 98%|#########7| 9794/10000 [10:14<00:13, 15.36it/s]
ELBO: -17853.8: 98%|#########7| 9795/10000 [10:14<00:14, 14.04it/s]
ELBO: -17813.2: 98%|#########7| 9795/10000 [10:14<00:14, 14.04it/s]
ELBO: -17818.0: 98%|#########7| 9796/10000 [10:14<00:14, 14.04it/s]
ELBO: -17818.0: 98%|#########7| 9797/10000 [10:14<00:13, 15.31it/s]
ELBO: -17836.5: 98%|#########7| 9797/10000 [10:14<00:13, 15.31it/s]
ELBO: -17809.5: 98%|#########7| 9798/10000 [10:14<00:13, 15.31it/s]
ELBO: -17809.5: 98%|#########7| 9799/10000 [10:14<00:14, 13.69it/s]
ELBO: -17817.7: 98%|#########7| 9799/10000 [10:14<00:14, 13.69it/s]
ELBO: -17772.5: 98%|#########8| 9800/10000 [10:14<00:14, 13.69it/s]
ELBO: -17772.5: 98%|#########8| 9801/10000 [10:14<00:13, 15.04it/s]
ELBO: -17831.3: 98%|#########8| 9801/10000 [10:14<00:13, 15.04it/s]
ELBO: -17801.0: 98%|#########8| 9802/10000 [10:14<00:13, 15.04it/s]
ELBO: -17801.0: 98%|#########8| 9803/10000 [10:14<00:12, 16.12it/s]
ELBO: -17808.4: 98%|#########8| 9803/10000 [10:14<00:12, 16.12it/s]
ELBO: -17784.3: 98%|#########8| 9804/10000 [10:14<00:12, 16.12it/s]
ELBO: -17784.3: 98%|#########8| 9805/10000 [10:14<00:13, 14.53it/s]
ELBO: -17803.1: 98%|#########8| 9805/10000 [10:14<00:13, 14.53it/s]
ELBO: -17834.7: 98%|#########8| 9806/10000 [10:14<00:13, 14.53it/s]
ELBO: -17834.7: 98%|#########8| 9807/10000 [10:14<00:12, 15.74it/s]
ELBO: -17798.8: 98%|#########8| 9807/10000 [10:15<00:12, 15.74it/s]
ELBO: -17788.4: 98%|#########8| 9808/10000 [10:15<00:12, 15.74it/s]
ELBO: -17788.4: 98%|#########8| 9809/10000 [10:15<00:13, 13.95it/s]
ELBO: -17807.9: 98%|#########8| 9809/10000 [10:15<00:13, 13.95it/s]
ELBO: -17873.6: 98%|#########8| 9810/10000 [10:15<00:13, 13.95it/s]
ELBO: -17791.1: 98%|#########8| 9811/10000 [10:15<00:13, 13.95it/s]
ELBO: -17791.1: 98%|#########8| 9812/10000 [10:15<00:11, 15.89it/s]
ELBO: -17818.4: 98%|#########8| 9812/10000 [10:15<00:11, 15.89it/s]
ELBO: -17811.9: 98%|#########8| 9813/10000 [10:15<00:11, 15.89it/s]
ELBO: -17811.9: 98%|#########8| 9814/10000 [10:15<00:13, 14.29it/s]
ELBO: -17825.5: 98%|#########8| 9814/10000 [10:15<00:13, 14.29it/s]
ELBO: -17778.2: 98%|#########8| 9815/10000 [10:15<00:12, 14.29it/s]
ELBO: -17766.1: 98%|#########8| 9816/10000 [10:15<00:12, 14.29it/s]
ELBO: -17766.1: 98%|#########8| 9817/10000 [10:15<00:13, 13.91it/s]
ELBO: -17809.9: 98%|#########8| 9817/10000 [10:15<00:13, 13.91it/s]
ELBO: -17798.3: 98%|#########8| 9818/10000 [10:15<00:13, 13.91it/s]
ELBO: -17798.3: 98%|#########8| 9819/10000 [10:15<00:11, 15.09it/s]
ELBO: -17772.8: 98%|#########8| 9819/10000 [10:15<00:11, 15.09it/s]
ELBO: -17757.0: 98%|#########8| 9820/10000 [10:15<00:11, 15.09it/s]
ELBO: -17757.0: 98%|#########8| 9821/10000 [10:15<00:11, 16.11it/s]
ELBO: -17830.1: 98%|#########8| 9821/10000 [10:15<00:11, 16.11it/s]
ELBO: -17793.5: 98%|#########8| 9822/10000 [10:16<00:11, 16.11it/s]
ELBO: -17793.5: 98%|#########8| 9823/10000 [10:16<00:12, 14.49it/s]
ELBO: -17802.0: 98%|#########8| 9823/10000 [10:16<00:12, 14.49it/s]
ELBO: -17803.2: 98%|#########8| 9824/10000 [10:16<00:12, 14.49it/s]
ELBO: -17790.1: 98%|#########8| 9825/10000 [10:16<00:12, 14.49it/s]
ELBO: -17790.1: 98%|#########8| 9826/10000 [10:16<00:12, 14.26it/s]
ELBO: -17759.2: 98%|#########8| 9826/10000 [10:16<00:12, 14.26it/s]
ELBO: -17802.6: 98%|#########8| 9827/10000 [10:16<00:12, 14.26it/s]
ELBO: -17801.8: 98%|#########8| 9828/10000 [10:16<00:12, 14.26it/s]
ELBO: -17801.8: 98%|#########8| 9829/10000 [10:16<00:10, 15.97it/s]
ELBO: -17785.0: 98%|#########8| 9829/10000 [10:16<00:10, 15.97it/s]
ELBO: -17854.7: 98%|#########8| 9830/10000 [10:16<00:10, 15.97it/s]
ELBO: -17854.7: 98%|#########8| 9831/10000 [10:16<00:11, 14.66it/s]
ELBO: -17772.2: 98%|#########8| 9831/10000 [10:16<00:11, 14.66it/s]
ELBO: -17767.7: 98%|#########8| 9832/10000 [10:16<00:11, 14.66it/s]
ELBO: -17832.2: 98%|#########8| 9833/10000 [10:16<00:11, 14.66it/s]
ELBO: -17832.2: 98%|#########8| 9834/10000 [10:16<00:10, 16.34it/s]
ELBO: -17815.3: 98%|#########8| 9834/10000 [10:16<00:10, 16.34it/s]
ELBO: -17782.9: 98%|#########8| 9835/10000 [10:16<00:10, 16.34it/s]
ELBO: -17782.9: 98%|#########8| 9836/10000 [10:16<00:10, 14.94it/s]
ELBO: -17798.2: 98%|#########8| 9836/10000 [10:16<00:10, 14.94it/s]
ELBO: -17798.0: 98%|#########8| 9837/10000 [10:16<00:10, 14.94it/s]
ELBO: -17832.2: 98%|#########8| 9838/10000 [10:17<00:10, 14.94it/s]
ELBO: -17832.2: 98%|#########8| 9839/10000 [10:17<00:09, 16.58it/s]
ELBO: -17807.6: 98%|#########8| 9839/10000 [10:17<00:09, 16.58it/s]
ELBO: -17762.5: 98%|#########8| 9840/10000 [10:17<00:09, 16.58it/s]
ELBO: -17762.5: 98%|#########8| 9841/10000 [10:17<00:10, 15.11it/s]
ELBO: -17872.9: 98%|#########8| 9841/10000 [10:17<00:10, 15.11it/s]
ELBO: -17785.4: 98%|#########8| 9842/10000 [10:17<00:10, 15.11it/s]
ELBO: -17838.0: 98%|#########8| 9843/10000 [10:17<00:10, 15.11it/s]
ELBO: -17838.0: 98%|#########8| 9844/10000 [10:17<00:10, 14.71it/s]
ELBO: -17779.7: 98%|#########8| 9844/10000 [10:17<00:10, 14.71it/s]
ELBO: -17830.1: 98%|#########8| 9845/10000 [10:17<00:10, 14.71it/s]
ELBO: -17811.6: 98%|#########8| 9846/10000 [10:17<00:10, 14.71it/s]
ELBO: -17811.6: 98%|#########8| 9847/10000 [10:17<00:09, 16.30it/s]
ELBO: -17775.4: 98%|#########8| 9847/10000 [10:17<00:09, 16.30it/s]
ELBO: -17853.5: 98%|#########8| 9848/10000 [10:17<00:09, 16.30it/s]
ELBO: -17853.5: 98%|#########8| 9849/10000 [10:17<00:10, 14.52it/s]
ELBO: -17794.5: 98%|#########8| 9849/10000 [10:17<00:10, 14.52it/s]
ELBO: -17822.3: 98%|#########8| 9850/10000 [10:17<00:10, 14.52it/s]
ELBO: -17801.8: 99%|#########8| 9851/10000 [10:17<00:10, 14.52it/s]
ELBO: -17801.8: 99%|#########8| 9852/10000 [10:17<00:09, 15.96it/s]
ELBO: -17825.3: 99%|#########8| 9852/10000 [10:18<00:09, 15.96it/s]
ELBO: -17774.6: 99%|#########8| 9853/10000 [10:18<00:09, 15.96it/s]
ELBO: -17774.6: 99%|#########8| 9854/10000 [10:18<00:10, 14.52it/s]
ELBO: -17777.7: 99%|#########8| 9854/10000 [10:18<00:10, 14.52it/s]
ELBO: -17758.6: 99%|#########8| 9855/10000 [10:18<00:09, 14.52it/s]
ELBO: -17761.2: 99%|#########8| 9856/10000 [10:18<00:09, 14.52it/s]
ELBO: -17761.2: 99%|#########8| 9857/10000 [10:18<00:08, 16.10it/s]
ELBO: -17802.6: 99%|#########8| 9857/10000 [10:18<00:08, 16.10it/s]
ELBO: -17766.9: 99%|#########8| 9858/10000 [10:18<00:08, 16.10it/s]
ELBO: -17766.9: 99%|#########8| 9859/10000 [10:18<00:09, 14.81it/s]
ELBO: -17755.4: 99%|#########8| 9859/10000 [10:18<00:09, 14.81it/s]
ELBO: -17785.1: 99%|#########8| 9860/10000 [10:18<00:09, 14.81it/s]
ELBO: -17797.1: 99%|#########8| 9861/10000 [10:18<00:09, 14.81it/s]
ELBO: -17797.1: 99%|#########8| 9862/10000 [10:18<00:09, 14.36it/s]
ELBO: -17767.8: 99%|#########8| 9862/10000 [10:18<00:09, 14.36it/s]
ELBO: -17757.7: 99%|#########8| 9863/10000 [10:18<00:09, 14.36it/s]
ELBO: -17807.8: 99%|#########8| 9864/10000 [10:18<00:09, 14.36it/s]
ELBO: -17807.8: 99%|#########8| 9865/10000 [10:18<00:08, 15.97it/s]
ELBO: -17786.0: 99%|#########8| 9865/10000 [10:18<00:08, 15.97it/s]
ELBO: -17841.7: 99%|#########8| 9866/10000 [10:18<00:08, 15.97it/s]
ELBO: -17841.7: 99%|#########8| 9867/10000 [10:18<00:08, 14.79it/s]
ELBO: -17762.6: 99%|#########8| 9867/10000 [10:18<00:08, 14.79it/s]
ELBO: -17767.8: 99%|#########8| 9868/10000 [10:19<00:08, 14.79it/s]
ELBO: -17850.4: 99%|#########8| 9869/10000 [10:19<00:08, 14.79it/s]
ELBO: -17850.4: 99%|#########8| 9870/10000 [10:19<00:07, 16.32it/s]
ELBO: -17797.8: 99%|#########8| 9870/10000 [10:19<00:07, 16.32it/s]
ELBO: -17795.6: 99%|#########8| 9871/10000 [10:19<00:07, 16.32it/s]
ELBO: -17795.6: 99%|#########8| 9872/10000 [10:19<00:08, 14.94it/s]
ELBO: -17755.0: 99%|#########8| 9872/10000 [10:19<00:08, 14.94it/s]
ELBO: -17800.1: 99%|#########8| 9873/10000 [10:19<00:08, 14.94it/s]
ELBO: -17779.9: 99%|#########8| 9874/10000 [10:19<00:08, 14.94it/s]
ELBO: -17779.9: 99%|#########8| 9875/10000 [10:19<00:07, 16.48it/s]
ELBO: -17846.2: 99%|#########8| 9875/10000 [10:19<00:07, 16.48it/s]
ELBO: -17783.8: 99%|#########8| 9876/10000 [10:19<00:07, 16.48it/s]
ELBO: -17783.8: 99%|#########8| 9877/10000 [10:19<00:08, 15.13it/s]
ELBO: -17785.7: 99%|#########8| 9877/10000 [10:19<00:08, 15.13it/s]
ELBO: -17843.4: 99%|#########8| 9878/10000 [10:19<00:08, 15.13it/s]
ELBO: -17792.5: 99%|#########8| 9879/10000 [10:19<00:07, 15.13it/s]
ELBO: -17792.5: 99%|#########8| 9880/10000 [10:19<00:08, 14.67it/s]
ELBO: -17855.4: 99%|#########8| 9880/10000 [10:19<00:08, 14.67it/s]
ELBO: -17791.7: 99%|#########8| 9881/10000 [10:19<00:08, 14.67it/s]
ELBO: -17774.3: 99%|#########8| 9882/10000 [10:19<00:08, 14.67it/s]
ELBO: -17774.3: 99%|#########8| 9883/10000 [10:19<00:07, 16.20it/s]
ELBO: -17745.9: 99%|#########8| 9883/10000 [10:19<00:07, 16.20it/s]
ELBO: -17799.3: 99%|#########8| 9884/10000 [10:20<00:07, 16.20it/s]
ELBO: -17799.3: 99%|#########8| 9885/10000 [10:20<00:07, 14.91it/s]
ELBO: -17750.8: 99%|#########8| 9885/10000 [10:20<00:07, 14.91it/s]
ELBO: -17829.0: 99%|#########8| 9886/10000 [10:20<00:07, 14.91it/s]
ELBO: -17788.9: 99%|#########8| 9887/10000 [10:20<00:07, 14.91it/s]
ELBO: -17788.9: 99%|#########8| 9888/10000 [10:20<00:06, 16.33it/s]
ELBO: -17814.2: 99%|#########8| 9888/10000 [10:20<00:06, 16.33it/s]
ELBO: -17804.3: 99%|#########8| 9889/10000 [10:20<00:06, 16.33it/s]
ELBO: -17804.3: 99%|#########8| 9890/10000 [10:20<00:07, 14.82it/s]
ELBO: -17773.8: 99%|#########8| 9890/10000 [10:20<00:07, 14.82it/s]
ELBO: -17801.8: 99%|#########8| 9891/10000 [10:20<00:07, 14.82it/s]
ELBO: -17798.2: 99%|#########8| 9892/10000 [10:20<00:07, 14.82it/s]
ELBO: -17798.2: 99%|#########8| 9893/10000 [10:20<00:06, 16.35it/s]
ELBO: -17812.2: 99%|#########8| 9893/10000 [10:20<00:06, 16.35it/s]
ELBO: -17805.2: 99%|#########8| 9894/10000 [10:20<00:06, 16.35it/s]
ELBO: -17805.2: 99%|#########8| 9895/10000 [10:20<00:06, 15.01it/s]
ELBO: -17816.2: 99%|#########8| 9895/10000 [10:20<00:06, 15.01it/s]
ELBO: -17818.9: 99%|#########8| 9896/10000 [10:20<00:06, 15.01it/s]
ELBO: -17791.5: 99%|#########8| 9897/10000 [10:20<00:06, 15.01it/s]
ELBO: -17791.5: 99%|#########8| 9898/10000 [10:20<00:06, 14.59it/s]
ELBO: -17802.3: 99%|#########8| 9898/10000 [10:20<00:06, 14.59it/s]
ELBO: -17811.7: 99%|#########8| 9899/10000 [10:21<00:06, 14.59it/s]
ELBO: -17791.9: 99%|#########9| 9900/10000 [10:21<00:06, 14.59it/s]
ELBO: -17791.9: 99%|#########9| 9901/10000 [10:21<00:06, 16.18it/s]
ELBO: -17783.2: 99%|#########9| 9901/10000 [10:21<00:06, 16.18it/s]
ELBO: -17763.8: 99%|#########9| 9902/10000 [10:21<00:06, 16.18it/s]
ELBO: -17763.8: 99%|#########9| 9903/10000 [10:21<00:06, 14.91it/s]
ELBO: -17865.6: 99%|#########9| 9903/10000 [10:21<00:06, 14.91it/s]
ELBO: -17837.3: 99%|#########9| 9904/10000 [10:21<00:06, 14.91it/s]
ELBO: -17830.4: 99%|#########9| 9905/10000 [10:21<00:06, 14.91it/s]
ELBO: -17830.4: 99%|#########9| 9906/10000 [10:21<00:05, 16.53it/s]
ELBO: -17774.4: 99%|#########9| 9906/10000 [10:21<00:05, 16.53it/s]
ELBO: -17821.4: 99%|#########9| 9907/10000 [10:21<00:05, 16.53it/s]
ELBO: -17821.4: 99%|#########9| 9908/10000 [10:21<00:06, 15.06it/s]
ELBO: -17781.9: 99%|#########9| 9908/10000 [10:21<00:06, 15.06it/s]
ELBO: -17816.9: 99%|#########9| 9909/10000 [10:21<00:06, 15.06it/s]
ELBO: -17747.1: 99%|#########9| 9910/10000 [10:21<00:05, 15.06it/s]
ELBO: -17747.1: 99%|#########9| 9911/10000 [10:21<00:05, 16.59it/s]
ELBO: -17777.7: 99%|#########9| 9911/10000 [10:21<00:05, 16.59it/s]
ELBO: -17803.6: 99%|#########9| 9912/10000 [10:21<00:05, 16.59it/s]
ELBO: -17803.6: 99%|#########9| 9913/10000 [10:21<00:05, 15.17it/s]
ELBO: -17820.4: 99%|#########9| 9913/10000 [10:21<00:05, 15.17it/s]
ELBO: -17764.8: 99%|#########9| 9914/10000 [10:21<00:05, 15.17it/s]
ELBO: -17834.6: 99%|#########9| 9915/10000 [10:22<00:05, 15.17it/s]
ELBO: -17834.6: 99%|#########9| 9916/10000 [10:22<00:05, 14.59it/s]
ELBO: -17738.0: 99%|#########9| 9916/10000 [10:22<00:05, 14.59it/s]
ELBO: -17763.4: 99%|#########9| 9917/10000 [10:22<00:05, 14.59it/s]
ELBO: -17739.3: 99%|#########9| 9918/10000 [10:22<00:05, 14.59it/s]
ELBO: -17739.3: 99%|#########9| 9919/10000 [10:22<00:05, 16.16it/s]
ELBO: -17793.8: 99%|#########9| 9919/10000 [10:22<00:05, 16.16it/s]
ELBO: -17788.1: 99%|#########9| 9920/10000 [10:22<00:04, 16.16it/s]
ELBO: -17788.1: 99%|#########9| 9921/10000 [10:22<00:05, 14.79it/s]
ELBO: -17792.0: 99%|#########9| 9921/10000 [10:22<00:05, 14.79it/s]
ELBO: -17765.3: 99%|#########9| 9922/10000 [10:22<00:05, 14.79it/s]
ELBO: -17815.2: 99%|#########9| 9923/10000 [10:22<00:05, 14.79it/s]
ELBO: -17815.2: 99%|#########9| 9924/10000 [10:22<00:04, 16.34it/s]
ELBO: -17768.7: 99%|#########9| 9924/10000 [10:22<00:04, 16.34it/s]
ELBO: -17823.3: 99%|#########9| 9925/10000 [10:22<00:04, 16.34it/s]
ELBO: -17823.3: 99%|#########9| 9926/10000 [10:22<00:04, 14.97it/s]
ELBO: -17764.5: 99%|#########9| 9926/10000 [10:22<00:04, 14.97it/s]
ELBO: -17774.0: 99%|#########9| 9927/10000 [10:22<00:04, 14.97it/s]
ELBO: -17794.6: 99%|#########9| 9928/10000 [10:22<00:04, 14.97it/s]
ELBO: -17794.6: 99%|#########9| 9929/10000 [10:22<00:04, 16.55it/s]
ELBO: -17762.5: 99%|#########9| 9929/10000 [10:22<00:04, 16.55it/s]
ELBO: -17815.4: 99%|#########9| 9930/10000 [10:23<00:04, 16.55it/s]
ELBO: -17815.4: 99%|#########9| 9931/10000 [10:23<00:04, 15.19it/s]
ELBO: -17803.0: 99%|#########9| 9931/10000 [10:23<00:04, 15.19it/s]
ELBO: -17853.4: 99%|#########9| 9932/10000 [10:23<00:04, 15.19it/s]
ELBO: -17830.9: 99%|#########9| 9933/10000 [10:23<00:04, 15.19it/s]
ELBO: -17830.9: 99%|#########9| 9934/10000 [10:23<00:04, 14.74it/s]
ELBO: -17796.7: 99%|#########9| 9934/10000 [10:23<00:04, 14.74it/s]
ELBO: -17766.5: 99%|#########9| 9935/10000 [10:23<00:04, 14.74it/s]
ELBO: -17792.2: 99%|#########9| 9936/10000 [10:23<00:04, 14.74it/s]
ELBO: -17792.2: 99%|#########9| 9937/10000 [10:23<00:03, 16.29it/s]
ELBO: -17762.0: 99%|#########9| 9937/10000 [10:23<00:03, 16.29it/s]
ELBO: -17800.9: 99%|#########9| 9938/10000 [10:23<00:03, 16.29it/s]
ELBO: -17800.9: 99%|#########9| 9939/10000 [10:23<00:04, 15.04it/s]
ELBO: -17789.2: 99%|#########9| 9939/10000 [10:23<00:04, 15.04it/s]
ELBO: -17788.9: 99%|#########9| 9940/10000 [10:23<00:03, 15.04it/s]
ELBO: -17808.7: 99%|#########9| 9941/10000 [10:23<00:03, 15.04it/s]
ELBO: -17808.7: 99%|#########9| 9942/10000 [10:23<00:03, 16.62it/s]
ELBO: -17808.6: 99%|#########9| 9942/10000 [10:23<00:03, 16.62it/s]
ELBO: -17752.9: 99%|#########9| 9943/10000 [10:23<00:03, 16.62it/s]
ELBO: -17752.9: 99%|#########9| 9944/10000 [10:23<00:03, 15.16it/s]
ELBO: -17787.8: 99%|#########9| 9946/10000 [10:23<00:03, 15.16it/s]
ELBO: -17790.0: 99%|#########9| 9947/10000 [10:23<00:03, 15.16it/s]
ELBO: -17815.0: 99%|#########9| 9948/10000 [10:24<00:03, 15.16it/s]
ELBO: -17815.0: 99%|#########9| 9949/10000 [10:24<00:02, 20.45it/s]
ELBO: -17797.1: 99%|#########9| 9949/10000 [10:24<00:02, 20.45it/s]
ELBO: -17757.3: 100%|#########9| 9950/10000 [10:24<00:02, 20.45it/s]
ELBO: -17796.8: 100%|#########9| 9951/10000 [10:24<00:02, 20.45it/s]
ELBO: -17796.8: 100%|#########9| 9952/10000 [10:24<00:02, 18.03it/s]
ELBO: -17841.5: 100%|#########9| 9952/10000 [10:24<00:02, 18.03it/s]
ELBO: -17826.9: 100%|#########9| 9953/10000 [10:24<00:02, 18.03it/s]
ELBO: -17826.9: 100%|#########9| 9954/10000 [10:24<00:02, 16.12it/s]
ELBO: -17800.1: 100%|#########9| 9954/10000 [10:24<00:02, 16.12it/s]
ELBO: -17805.6: 100%|#########9| 9955/10000 [10:24<00:02, 16.12it/s]
ELBO: -17808.1: 100%|#########9| 9956/10000 [10:24<00:02, 16.12it/s]
ELBO: -17808.1: 100%|#########9| 9957/10000 [10:24<00:02, 17.30it/s]
ELBO: -17816.2: 100%|#########9| 9957/10000 [10:24<00:02, 17.30it/s]
ELBO: -17763.4: 100%|#########9| 9958/10000 [10:24<00:02, 17.30it/s]
ELBO: -17763.4: 100%|#########9| 9959/10000 [10:24<00:02, 15.68it/s]
ELBO: -17796.7: 100%|#########9| 9959/10000 [10:24<00:02, 15.68it/s]
ELBO: -17818.4: 100%|#########9| 9960/10000 [10:24<00:02, 15.68it/s]
ELBO: -17805.6: 100%|#########9| 9961/10000 [10:24<00:02, 15.68it/s]
ELBO: -17805.6: 100%|#########9| 9962/10000 [10:24<00:02, 17.06it/s]
ELBO: -17802.9: 100%|#########9| 9962/10000 [10:24<00:02, 17.06it/s]
ELBO: -17795.3: 100%|#########9| 9963/10000 [10:25<00:02, 17.06it/s]
ELBO: -17795.3: 100%|#########9| 9964/10000 [10:25<00:02, 15.43it/s]
ELBO: -17836.4: 100%|#########9| 9964/10000 [10:25<00:02, 15.43it/s]
ELBO: -17775.5: 100%|#########9| 9965/10000 [10:25<00:02, 15.43it/s]
ELBO: -17774.0: 100%|#########9| 9966/10000 [10:25<00:02, 15.43it/s]
ELBO: -17774.0: 100%|#########9| 9967/10000 [10:25<00:01, 16.93it/s]
ELBO: -17819.6: 100%|#########9| 9967/10000 [10:25<00:01, 16.93it/s]
ELBO: -17791.8: 100%|#########9| 9968/10000 [10:25<00:01, 16.93it/s]
ELBO: -17791.8: 100%|#########9| 9969/10000 [10:25<00:02, 15.36it/s]
ELBO: -17786.7: 100%|#########9| 9969/10000 [10:25<00:02, 15.36it/s]
ELBO: -17789.7: 100%|#########9| 9970/10000 [10:25<00:01, 15.36it/s]
ELBO: -17774.6: 100%|#########9| 9971/10000 [10:25<00:01, 15.36it/s]
ELBO: -17774.6: 100%|#########9| 9972/10000 [10:25<00:01, 14.87it/s]
ELBO: -17823.5: 100%|#########9| 9972/10000 [10:25<00:01, 14.87it/s]
ELBO: -17770.1: 100%|#########9| 9973/10000 [10:25<00:01, 14.87it/s]
ELBO: -17759.2: 100%|#########9| 9974/10000 [10:25<00:01, 14.87it/s]
ELBO: -17759.2: 100%|#########9| 9975/10000 [10:25<00:01, 16.44it/s]
ELBO: -17783.9: 100%|#########9| 9975/10000 [10:25<00:01, 16.44it/s]
ELBO: -17751.2: 100%|#########9| 9976/10000 [10:25<00:01, 16.44it/s]
ELBO: -17751.2: 100%|#########9| 9977/10000 [10:25<00:01, 15.10it/s]
ELBO: -17746.1: 100%|#########9| 9977/10000 [10:25<00:01, 15.10it/s]
ELBO: -17787.9: 100%|#########9| 9978/10000 [10:25<00:01, 15.10it/s]
ELBO: -17830.5: 100%|#########9| 9979/10000 [10:26<00:01, 15.10it/s]
ELBO: -17830.5: 100%|#########9| 9980/10000 [10:26<00:01, 16.68it/s]
ELBO: -17750.3: 100%|#########9| 9980/10000 [10:26<00:01, 16.68it/s]
ELBO: -17791.3: 100%|#########9| 9981/10000 [10:26<00:01, 16.68it/s]
ELBO: -17791.3: 100%|#########9| 9982/10000 [10:26<00:01, 15.18it/s]
ELBO: -17743.5: 100%|#########9| 9982/10000 [10:26<00:01, 15.18it/s]
ELBO: -17804.6: 100%|#########9| 9983/10000 [10:26<00:01, 15.18it/s]
ELBO: -17834.4: 100%|#########9| 9984/10000 [10:26<00:01, 15.18it/s]
ELBO: -17834.4: 100%|#########9| 9985/10000 [10:26<00:00, 16.74it/s]
ELBO: -17838.4: 100%|#########9| 9985/10000 [10:26<00:00, 16.74it/s]
ELBO: -17732.2: 100%|#########9| 9986/10000 [10:26<00:00, 16.74it/s]
ELBO: -17732.2: 100%|#########9| 9987/10000 [10:26<00:00, 15.26it/s]
ELBO: -17790.6: 100%|#########9| 9987/10000 [10:26<00:00, 15.26it/s]
ELBO: -17790.7: 100%|#########9| 9988/10000 [10:26<00:00, 15.26it/s]
ELBO: -17738.2: 100%|#########9| 9989/10000 [10:26<00:00, 15.26it/s]
ELBO: -17738.2: 100%|#########9| 9990/10000 [10:26<00:00, 14.71it/s]
ELBO: -17815.8: 100%|#########9| 9990/10000 [10:26<00:00, 14.71it/s]
ELBO: -17733.4: 100%|#########9| 9991/10000 [10:26<00:00, 14.71it/s]
ELBO: -17779.1: 100%|#########9| 9992/10000 [10:26<00:00, 14.71it/s]
ELBO: -17779.1: 100%|#########9| 9993/10000 [10:26<00:00, 16.30it/s]
ELBO: -17780.6: 100%|#########9| 9993/10000 [10:26<00:00, 16.30it/s]
ELBO: -17808.9: 100%|#########9| 9994/10000 [10:27<00:00, 16.30it/s]
ELBO: -17808.9: 100%|#########9| 9995/10000 [10:27<00:00, 14.94it/s]
ELBO: -17771.6: 100%|#########9| 9995/10000 [10:27<00:00, 14.94it/s]
ELBO: -17796.2: 100%|#########9| 9996/10000 [10:27<00:00, 14.94it/s]
ELBO: -17787.6: 100%|#########9| 9997/10000 [10:27<00:00, 14.94it/s]
ELBO: -17787.6: 100%|#########9| 9998/10000 [10:27<00:00, 16.51it/s]
ELBO: -17814.1: 100%|#########9| 9998/10000 [10:27<00:00, 16.51it/s]
ELBO: -17770.0: 100%|#########9| 9999/10000 [10:27<00:00, 16.51it/s]
ELBO: -17770.0: 100%|##########| 10000/10000 [10:27<00:00, 15.07it/s]
ELBO: -17741.1: 100%|##########| 10000/10000 [10:27<00:00, 15.07it/s]
ELBO: -17830.0: : 10001it [10:27, 15.07it/s]
ELBO: -17789.9: : 10002it [10:27, 15.07it/s]
ELBO: -17789.9: : 10003it [10:27, 16.64it/s]
ELBO: -17766.5: : 10003it [10:27, 16.64it/s]
ELBO: -17776.6: : 10004it [10:27, 16.64it/s]
ELBO: -17776.6: : 10005it [10:27, 15.16it/s]
ELBO: -17773.0: : 10005it [10:27, 15.16it/s]
ELBO: -17747.0: : 10006it [10:27, 15.16it/s]
ELBO: -17761.4: : 10007it [10:27, 15.16it/s]
ELBO: -17761.4: : 10008it [10:27, 14.64it/s]
ELBO: -17753.7: : 10008it [10:27, 14.64it/s]
ELBO: -17771.9: : 10009it [10:27, 14.64it/s]
ELBO: -17741.7: : 10010it [10:28, 14.64it/s]
ELBO: -17741.7: : 10011it [10:28, 16.22it/s]
ELBO: -17799.2: : 10011it [10:28, 16.22it/s]
ELBO: -17795.6: : 10012it [10:28, 16.22it/s]
ELBO: -17795.6: : 10013it [10:28, 14.93it/s]
ELBO: -17789.0: : 10013it [10:28, 14.93it/s]
ELBO: -17758.6: : 10014it [10:28, 14.93it/s]
ELBO: -17737.2: : 10015it [10:28, 14.93it/s]
ELBO: -17737.2: : 10016it [10:28, 16.52it/s]
ELBO: -17790.0: : 10016it [10:28, 16.52it/s]
ELBO: -17774.7: : 10017it [10:28, 16.52it/s]
ELBO: -17774.7: : 10018it [10:28, 15.12it/s]
ELBO: -17787.2: : 10018it [10:28, 15.12it/s]
ELBO: -17770.2: : 10019it [10:28, 15.12it/s]
ELBO: -17768.6: : 10020it [10:28, 15.12it/s]
ELBO: -17768.6: : 10021it [10:28, 16.67it/s]
ELBO: -17751.4: : 10021it [10:28, 16.67it/s]
ELBO: -17810.1: : 10022it [10:28, 16.67it/s]
ELBO: -17810.1: : 10023it [10:28, 15.19it/s]
ELBO: -17775.1: : 10023it [10:28, 15.19it/s]
ELBO: -17793.7: : 10024it [10:28, 15.19it/s]
ELBO: -17783.9: : 10025it [10:29, 15.19it/s]
ELBO: -17783.9: : 10026it [10:29, 14.66it/s]
ELBO: -17778.2: : 10026it [10:29, 14.66it/s]
ELBO: -17780.6: : 10027it [10:29, 14.66it/s]
ELBO: -17792.3: : 10028it [10:29, 14.66it/s]
ELBO: -17792.3: : 10029it [10:29, 16.24it/s]
ELBO: -17804.3: : 10029it [10:29, 16.24it/s]
ELBO: -17778.9: : 10030it [10:29, 16.24it/s]
ELBO: -17778.9: : 10031it [10:29, 14.97it/s]
ELBO: -17739.9: : 10031it [10:29, 14.97it/s]
ELBO: -17797.0: : 10032it [10:29, 14.97it/s]
ELBO: -17807.5: : 10033it [10:29, 14.97it/s]
ELBO: -17807.5: : 10034it [10:29, 16.57it/s]
ELBO: -17838.3: : 10034it [10:29, 16.57it/s]
ELBO: -17835.4: : 10035it [10:29, 16.57it/s]
ELBO: -17835.4: : 10036it [10:29, 15.18it/s]
ELBO: -17794.2: : 10036it [10:29, 15.18it/s]
ELBO: -17785.8: : 10037it [10:29, 15.18it/s]
ELBO: -17783.4: : 10038it [10:29, 15.18it/s]
ELBO: -17783.4: : 10039it [10:29, 16.69it/s]
ELBO: -17794.9: : 10039it [10:29, 16.69it/s]
ELBO: -17817.5: : 10040it [10:29, 16.69it/s]
ELBO: -17817.5: : 10041it [10:29, 15.17it/s]
ELBO: -17813.4: : 10041it [10:29, 15.17it/s]
ELBO: -17784.3: : 10042it [10:30, 15.17it/s]
ELBO: -17770.3: : 10043it [10:30, 15.17it/s]
ELBO: -17770.3: : 10044it [10:30, 14.75it/s]
ELBO: -17819.7: : 10044it [10:30, 14.75it/s]
ELBO: -17759.5: : 10045it [10:30, 14.75it/s]
ELBO: -17753.1: : 10046it [10:30, 14.75it/s]
ELBO: -17753.1: : 10047it [10:30, 16.33it/s]
ELBO: -17793.1: : 10047it [10:30, 16.33it/s]
ELBO: -17754.2: : 10048it [10:30, 16.33it/s]
ELBO: -17754.2: : 10049it [10:30, 15.07it/s]
ELBO: -17788.0: : 10049it [10:30, 15.07it/s]
ELBO: -17774.3: : 10050it [10:30, 15.07it/s]
ELBO: -17728.1: : 10051it [10:30, 15.07it/s]
ELBO: -17728.1: : 10052it [10:30, 16.65it/s]
ELBO: -17746.9: : 10052it [10:30, 16.65it/s]
ELBO: -17835.3: : 10053it [10:30, 16.65it/s]
ELBO: -17835.3: : 10054it [10:30, 15.18it/s]
ELBO: -17788.5: : 10054it [10:30, 15.18it/s]
ELBO: -17729.4: : 10055it [10:30, 15.18it/s]
ELBO: -17763.8: : 10056it [10:30, 15.18it/s]
ELBO: -17763.8: : 10057it [10:30, 16.73it/s]
ELBO: -17774.3: : 10057it [10:31, 16.73it/s]
ELBO: -17809.7: : 10058it [10:31, 16.73it/s]
ELBO: -17809.7: : 10059it [10:31, 15.25it/s]
ELBO: -17776.2: : 10059it [10:31, 15.25it/s]
ELBO: -17785.3: : 10060it [10:31, 15.25it/s]
ELBO: -17765.3: : 10061it [10:31, 15.25it/s]
ELBO: -17765.3: : 10062it [10:31, 14.69it/s]
ELBO: -17744.0: : 10062it [10:31, 14.69it/s]
ELBO: -17766.1: : 10063it [10:31, 14.69it/s]
ELBO: -17733.8: : 10064it [10:31, 14.69it/s]
ELBO: -17733.8: : 10065it [10:31, 16.26it/s]
ELBO: -17837.0: : 10065it [10:31, 16.26it/s]
ELBO: -17773.9: : 10066it [10:31, 16.26it/s]
ELBO: -17773.9: : 10067it [10:31, 15.00it/s]
ELBO: -17828.3: : 10067it [10:31, 15.00it/s]
ELBO: -17783.3: : 10068it [10:31, 15.00it/s]
ELBO: -17753.9: : 10069it [10:31, 15.00it/s]
ELBO: -17753.9: : 10070it [10:31, 16.60it/s]
ELBO: -17781.0: : 10070it [10:31, 16.60it/s]
ELBO: -17803.3: : 10071it [10:31, 16.60it/s]
ELBO: -17803.3: : 10072it [10:31, 15.17it/s]
ELBO: -17753.3: : 10072it [10:31, 15.17it/s]
ELBO: -17804.5: : 10073it [10:32, 15.17it/s]
ELBO: -17761.0: : 10074it [10:32, 15.17it/s]
ELBO: -17761.0: : 10075it [10:32, 16.74it/s]
ELBO: -17813.7: : 10075it [10:32, 16.74it/s]
ELBO: -17701.9: : 10076it [10:32, 16.74it/s]
ELBO: -17701.9: : 10077it [10:32, 15.26it/s]
ELBO: -17771.4: : 10077it [10:32, 15.26it/s]
ELBO: -17770.3: : 10078it [10:32, 15.26it/s]
ELBO: -17773.9: : 10079it [10:32, 15.26it/s]
ELBO: -17773.9: : 10080it [10:32, 14.74it/s]
ELBO: -17773.9: : 10080it [10:32, 14.74it/s]
ELBO: -17789.4: : 10081it [10:32, 14.74it/s]
ELBO: -17816.7: : 10082it [10:32, 14.74it/s]
ELBO: -17816.7: : 10083it [10:32, 16.28it/s]
ELBO: -17804.7: : 10083it [10:32, 16.28it/s]
ELBO: -17756.8: : 10084it [10:32, 16.28it/s]
ELBO: -17756.8: : 10085it [10:32, 15.03it/s]
ELBO: -17783.1: : 10085it [10:32, 15.03it/s]
ELBO: -17761.8: : 10086it [10:32, 15.03it/s]
ELBO: -17783.7: : 10087it [10:32, 15.03it/s]
ELBO: -17783.7: : 10088it [10:32, 16.59it/s]
ELBO: -17746.5: : 10088it [10:33, 16.59it/s]
ELBO: -17817.0: : 10089it [10:33, 16.59it/s]
ELBO: -17817.0: : 10090it [10:33, 15.08it/s]
ELBO: -17777.9: : 10090it [10:33, 15.08it/s]
ELBO: -17759.7: : 10091it [10:33, 15.08it/s]
ELBO: -17792.4: : 10092it [10:33, 15.08it/s]
ELBO: -17792.4: : 10093it [10:33, 16.67it/s]
ELBO: -17808.3: : 10093it [10:33, 16.67it/s]
ELBO: -17755.7: : 10094it [10:33, 16.67it/s]
ELBO: -17755.7: : 10095it [10:33, 15.22it/s]
ELBO: -17771.3: : 10095it [10:33, 15.22it/s]
ELBO: -17759.6: : 10096it [10:33, 15.22it/s]
ELBO: -17803.9: : 10097it [10:33, 15.22it/s]
ELBO: -17803.9: : 10098it [10:33, 14.74it/s]
ELBO: -17768.8: : 10098it [10:33, 14.74it/s]
ELBO: -17840.5: : 10099it [10:33, 14.74it/s]
ELBO: -17744.6: : 10100it [10:33, 14.74it/s]
ELBO: -17744.6: : 10101it [10:33, 16.32it/s]
ELBO: -17761.0: : 10101it [10:33, 16.32it/s]
ELBO: -17775.8: : 10102it [10:33, 16.32it/s]
ELBO: -17775.8: : 10103it [10:33, 15.01it/s]
ELBO: -17743.1: : 10103it [10:33, 15.01it/s]
ELBO: -17782.8: : 10104it [10:34, 15.01it/s]
ELBO: -17777.9: : 10105it [10:34, 15.01it/s]
ELBO: -17777.9: : 10106it [10:34, 16.59it/s]
ELBO: -17747.3: : 10106it [10:34, 16.59it/s]
ELBO: -17721.7: : 10107it [10:34, 16.59it/s]
ELBO: -17721.7: : 10108it [10:34, 15.15it/s]
ELBO: -17801.5: : 10108it [10:34, 15.15it/s]
ELBO: -17786.2: : 10109it [10:34, 15.15it/s]
ELBO: -17757.7: : 10110it [10:34, 15.15it/s]
ELBO: -17757.7: : 10111it [10:34, 16.71it/s]
ELBO: -17805.2: : 10111it [10:34, 16.71it/s]
ELBO: -17769.2: : 10112it [10:34, 16.71it/s]
ELBO: -17769.2: : 10113it [10:34, 15.21it/s]
ELBO: -17767.2: : 10113it [10:34, 15.21it/s]
ELBO: -17776.4: : 10114it [10:34, 15.21it/s]
ELBO: -17737.5: : 10115it [10:34, 15.21it/s]
ELBO: -17737.5: : 10116it [10:34, 14.76it/s]
ELBO: -17752.5: : 10116it [10:34, 14.76it/s]
ELBO: -17811.1: : 10117it [10:34, 14.76it/s]
ELBO: -17760.6: : 10118it [10:34, 14.76it/s]
ELBO: -17760.6: : 10119it [10:34, 16.34it/s]
ELBO: -17747.3: : 10119it [10:34, 16.34it/s]
ELBO: -17726.7: : 10120it [10:35, 16.34it/s]
ELBO: -17726.7: : 10121it [10:35, 15.04it/s]
ELBO: -17807.3: : 10121it [10:35, 15.04it/s]
ELBO: -17787.3: : 10122it [10:35, 15.04it/s]
ELBO: -17789.8: : 10123it [10:35, 15.04it/s]
ELBO: -17789.8: : 10124it [10:35, 16.59it/s]
ELBO: -17763.2: : 10124it [10:35, 16.59it/s]
ELBO: -17790.5: : 10125it [10:35, 16.59it/s]
ELBO: -17790.5: : 10126it [10:35, 15.15it/s]
ELBO: -17750.4: : 10126it [10:35, 15.15it/s]
ELBO: -17782.8: : 10127it [10:35, 15.15it/s]
ELBO: -17776.3: : 10128it [10:35, 15.15it/s]
ELBO: -17776.3: : 10129it [10:35, 16.70it/s]
ELBO: -17729.5: : 10129it [10:35, 16.70it/s]
ELBO: -17755.1: : 10130it [10:35, 16.70it/s]
ELBO: -17755.1: : 10131it [10:35, 15.22it/s]
ELBO: -17780.5: : 10131it [10:35, 15.22it/s]
ELBO: -17807.0: : 10132it [10:35, 15.22it/s]
ELBO: -17744.7: : 10133it [10:35, 15.22it/s]
ELBO: -17744.7: : 10134it [10:35, 14.74it/s]
ELBO: -17733.8: : 10134it [10:35, 14.74it/s]
ELBO: -17755.6: : 10135it [10:36, 14.74it/s]
ELBO: -17758.6: : 10136it [10:36, 14.74it/s]
ELBO: -17758.6: : 10137it [10:36, 16.27it/s]
ELBO: -17817.9: : 10137it [10:36, 16.27it/s]
ELBO: -17759.8: : 10138it [10:36, 16.27it/s]
ELBO: -17759.8: : 10139it [10:36, 15.00it/s]
ELBO: -17832.6: : 10139it [10:36, 15.00it/s]
ELBO: -17776.4: : 10140it [10:36, 15.00it/s]
ELBO: -17761.0: : 10141it [10:36, 15.00it/s]
ELBO: -17761.0: : 10142it [10:36, 16.49it/s]
ELBO: -17786.2: : 10142it [10:36, 16.49it/s]
ELBO: -17771.5: : 10143it [10:36, 16.49it/s]
ELBO: -17771.5: : 10144it [10:36, 15.05it/s]
ELBO: -17782.2: : 10144it [10:36, 15.05it/s]
ELBO: -17770.0: : 10147it [10:36, 15.05it/s]
ELBO: -17778.9: : 10148it [10:36, 15.05it/s]
ELBO: -17778.9: : 10149it [10:36, 20.50it/s]
ELBO: -17780.2: : 10149it [10:36, 20.50it/s]
ELBO: -17763.5: : 10150it [10:36, 20.50it/s]
ELBO: -17817.8: : 10151it [10:36, 20.50it/s]
ELBO: -17817.8: : 10152it [10:36, 18.14it/s]
ELBO: -17762.0: : 10152it [10:36, 18.14it/s]
ELBO: -17862.3: : 10153it [10:37, 18.14it/s]
ELBO: -17862.3: : 10154it [10:37, 16.35it/s]
ELBO: -17781.5: : 10154it [10:37, 16.35it/s]
ELBO: -17820.3: : 10155it [10:37, 16.35it/s]
ELBO: -17785.3: : 10156it [10:37, 16.35it/s]
ELBO: -17785.3: : 10157it [10:37, 17.54it/s]
ELBO: -17759.7: : 10157it [10:37, 17.54it/s]
ELBO: -17791.8: : 10158it [10:37, 17.54it/s]
ELBO: -17791.8: : 10159it [10:37, 15.78it/s]
ELBO: -17797.8: : 10159it [10:37, 15.78it/s]
ELBO: -17788.8: : 10160it [10:37, 15.78it/s]
ELBO: -17771.5: : 10161it [10:37, 15.78it/s]
ELBO: -17771.5: : 10162it [10:37, 17.13it/s]
ELBO: -17787.2: : 10162it [10:37, 17.13it/s]
ELBO: -17817.1: : 10163it [10:37, 17.13it/s]
ELBO: -17817.1: : 10164it [10:37, 15.50it/s]
ELBO: -17803.2: : 10164it [10:37, 15.50it/s]
ELBO: -17763.1: : 10165it [10:37, 15.50it/s]
ELBO: -17791.0: : 10166it [10:37, 15.50it/s]
ELBO: -17791.0: : 10167it [10:37, 17.01it/s]
ELBO: -17751.0: : 10167it [10:37, 17.01it/s]
ELBO: -17784.8: : 10168it [10:37, 17.01it/s]
ELBO: -17784.8: : 10169it [10:37, 15.44it/s]
ELBO: -17728.4: : 10169it [10:38, 15.44it/s]
ELBO: -17753.2: : 10170it [10:38, 15.44it/s]
ELBO: -17785.9: : 10171it [10:38, 15.44it/s]
ELBO: -17785.9: : 10172it [10:38, 14.82it/s]
ELBO: -17810.2: : 10172it [10:38, 14.82it/s]
ELBO: -17751.1: : 10173it [10:38, 14.82it/s]
ELBO: -17726.6: : 10174it [10:38, 14.82it/s]
ELBO: -17726.6: : 10175it [10:38, 16.38it/s]
ELBO: -17801.4: : 10175it [10:38, 16.38it/s]
ELBO: -17792.4: : 10176it [10:38, 16.38it/s]
ELBO: -17792.4: : 10177it [10:38, 15.09it/s]
ELBO: -17742.3: : 10177it [10:38, 15.09it/s]
ELBO: -17741.2: : 10178it [10:38, 15.09it/s]
ELBO: -17730.4: : 10179it [10:38, 15.09it/s]
ELBO: -17730.4: : 10180it [10:38, 16.62it/s]
ELBO: -17757.1: : 10180it [10:38, 16.62it/s]
ELBO: -17785.7: : 10181it [10:38, 16.62it/s]
ELBO: -17785.7: : 10182it [10:38, 15.15it/s]
ELBO: -17786.0: : 10182it [10:38, 15.15it/s]
ELBO: -17772.1: : 10183it [10:38, 15.15it/s]
ELBO: -17778.3: : 10184it [10:38, 15.15it/s]
ELBO: -17778.3: : 10185it [10:38, 16.68it/s]
ELBO: -17754.9: : 10185it [10:39, 16.68it/s]
ELBO: -17753.1: : 10186it [10:39, 16.68it/s]
ELBO: -17753.1: : 10187it [10:39, 15.16it/s]
ELBO: -17764.5: : 10187it [10:39, 15.16it/s]
ELBO: -17788.7: : 10188it [10:39, 15.16it/s]
ELBO: -17737.1: : 10189it [10:39, 15.16it/s]
ELBO: -17737.1: : 10190it [10:39, 14.69it/s]
ELBO: -17791.0: : 10190it [10:39, 14.69it/s]
ELBO: -17757.9: : 10191it [10:39, 14.69it/s]
ELBO: -17805.9: : 10192it [10:39, 14.69it/s]
ELBO: -17805.9: : 10193it [10:39, 16.14it/s]
ELBO: -17771.8: : 10193it [10:39, 16.14it/s]
ELBO: -17749.5: : 10194it [10:39, 16.14it/s]
ELBO: -17749.5: : 10195it [10:39, 14.90it/s]
ELBO: -17795.5: : 10195it [10:39, 14.90it/s]
ELBO: -17740.7: : 10196it [10:39, 14.90it/s]
ELBO: -17740.7: : 10197it [10:39, 15.75it/s]
ELBO: -17818.5: : 10197it [10:39, 15.75it/s]
ELBO: -17787.0: : 10198it [10:39, 15.75it/s]
ELBO: -17787.0: : 10199it [10:39, 14.52it/s]
ELBO: -17813.8: : 10199it [10:40, 14.52it/s]
ELBO: -17762.5: : 10200it [10:40, 14.52it/s]
ELBO: -17762.5: : 10201it [10:40, 15.53it/s]
ELBO: -17762.5: 100%|##########| 10000/10000 [10:40<00:00, 15.62it/s]
(0.0, 50.0)
# +
import autograd.numpy as np
import autograd.numpy.random as npr
npr.seed(0)
import matplotlib.pyplot as plt
from mpl_toolkits.axes_grid1 import make_axes_locatable
# %matplotlib inline
import seaborn as sns
sns.set_style("white")
sns.set_context("talk")
import ssm
from ssm.util import random_rotation, find_permutation
# -
# Set the parameters of the LDS
T = 50 # number of time bins per batch
B = 20 # number of batches
D = 2 # number of latent dimensions
N = 10 # number of observed dimensions
# +
# Make an SLDS with the true parameters
true_lds = ssm.LDS(N, D, emissions="poisson_nn",
emission_kwargs=dict(link="softplus",
hidden_layer_sizes=(50, 50))
)
true_lds.dynamics.As[0] = .95 * random_rotation(D, theta=(1) * np.pi/20)
# Sample a bunch of short trajectories
# (they all converge so we only learn from the initial condition)
xs, ys = list(zip(*[true_lds.sample(T) for _ in range(B)]))
# -
for x in xs:
plt.plot(x[:, 0], x[:, 1])
plt.xlabel("$x_1$")
plt.ylabel("$x_2$")
plt.title("Simulated latent trajectories")
# +
# Compute the firing rates
rates = [true_lds.smooth(x, y) for x, y in zip(xs, ys)]
plt.figure(figsize=(12, 8))
for n in range(N):
plt.subplot(N, 1, n+1)
for lmbda in rates:
plt.plot(lmbda[:, n])
plt.xlabel("time")
plt.ylabel("$\\lambda_{}(t)$".format(n+1))
plt.suptitle("Simulated firing rates")
# -
# Plot the nonlinear firing rate map for neuron 1
xmin, xmax = np.concatenate(xs).min(), np.concatenate(xs).max()
npts = 50
xx = np.linspace(xmin-1, xmax+1, npts)
XX, YY = np.meshgrid(xx, xx)
XY = np.column_stack((XX.ravel(), YY.ravel()))
tuning_curves = true_lds.smooth(XY, np.zeros((npts**2, N)))
assert np.all(tuning_curves > 0 )
vmax = 1.1 * tuning_curves.max()
plt.figure(figsize=(12, 12))
splt = 3
for i in range(splt):
for j in range(splt):
n = i * splt + j
if n < N:
ax = plt.subplot(splt, splt, n+1)
im = plt.imshow(tuning_curves[:, n].reshape((npts, npts)), vmin=0, vmax=vmax, cmap="Greys")
if i == splt-1:
plt.xlabel("$x_1$")
if j == 0:
plt.ylabel("$x_2$")
plt.title("Neuron {}".format(n+1))
divider = make_axes_locatable(ax)
cax = divider.append_axes("right", size="5%", pad=0.05)
plt.colorbar(im, cax=cax)
plt.tight_layout()
for b in range(5):
plt.figure()
plt.imshow(ys[b].T, aspect="auto", interpolation="none")
plt.xlabel("time")
plt.ylabel("neuron")
plt.title("Batch {}".format(b+1))
plt.colorbar()
# +
print("Fitting LDS with SVI")
lds = ssm.LDS(N, D, emissions="poisson_nn",
emission_kwargs=dict(link="softplus",
hidden_layer_sizes=(50, 50))
)
lds.initialize(ys)
lds_elbos, q = lds.fit(ys, method="bbvi", variational_posterior="mf",
num_iters=10000, print_intvl=100, initialize=False)
lds_xs = q.mean
# -
plt.plot(lds_elbos)
plt.xlabel("SVI Iteration")
plt.ylabel("ELBO")
# Smooth the observations
lds_ys = [lds.smooth(x, y) for x, y in zip(lds_xs, ys)]
plt.figure(figsize=(8,4))
plt.plot(xs[0], '-k')
plt.plot(lds_xs[0], '-')
plt.ylabel("$x$")
plt.xlim(0, T)
# Plot the smoothed observations
plt.figure(figsize=(8,4))
plt.plot(rates[0] + 10 * np.arange(N), '-k', lw=2)
plt.plot(lds_ys[0] + 10 * np.arange(N), '-', lw=2)
plt.ylabel("$y$")
plt.xlabel("time")
plt.xlim(0, T)
Total running time of the script: ( 10 minutes 41.698 seconds)