2022-09-23_18-47-17: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/helpers/hyperparameters/find_chrombpnet_hyperparams.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR237VSF//preprocessing/bigWigs/ENCSR237VSF.bigWig \ --peaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR237VSF//preprocessing/downloads/peaks.bed.gz \ --nonpeaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR237VSF//negatives_data/negatives_with_summit.bed \ --outlier_threshold=0.99 \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json \ --negative_sampling_ratio=0.1 \ --inputlen=2114 \ --outputlen=1000 \ --max_jitter=500 \ --filters=512 \ --n_dilation_layers=8 \ --bias_model_path=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/atac_bias_models/fold_3/bias.h5 \ --output_dir=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR237VSF//chrombpnet_model_feb15_fold_3/ evaluating hyperparameters on the following chromosomes ['chr1', 'chr2', 'chr3', 'chr4', 'chr7', 'chr8', 'chr9', 'chr11', 'chr12', 'chr13', 'chr15', 'chr16', 'chr17', 'chr19', 'chrX', 'chrY', 'chr6', 'chr21'] Number of peaks input: 106579 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 106579 Number of peaks input: 26990 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 26990 Number of non peaks input: 106974 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 106974 Number of non peaks input: 26594 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 26594 Number of peaks after removing outliers: 105406 Number of nonpeaks after removing outliers: 93519 got the model Model: "model" __________________________________________________________________________________________________ Layer (type) Output Shape Param # Connected to ================================================================================================== sequence (InputLayer) [(None, 2114, 4)] 0 __________________________________________________________________________________________________ bpnet_1st_conv (Conv1D) (None, 2094, 128) 10880 sequence[0][0] __________________________________________________________________________________________________ bpnet_1conv (Conv1D) (None, 2090, 128) 49280 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ bpnet_1crop (Cropping1D) (None, 2090, 128) 0 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ add (Add) (None, 2090, 128) 0 bpnet_1conv[0][0] bpnet_1crop[0][0] __________________________________________________________________________________________________ bpnet_2conv (Conv1D) (None, 2082, 128) 49280 add[0][0] __________________________________________________________________________________________________ bpnet_2crop (Cropping1D) (None, 2082, 128) 0 add[0][0] __________________________________________________________________________________________________ add_1 (Add) (None, 2082, 128) 0 bpnet_2conv[0][0] bpnet_2crop[0][0] __________________________________________________________________________________________________ bpnet_3conv (Conv1D) (None, 2066, 128) 49280 add_1[0][0] __________________________________________________________________________________________________ bpnet_3crop (Cropping1D) (None, 2066, 128) 0 add_1[0][0] __________________________________________________________________________________________________ add_2 (Add) (None, 2066, 128) 0 bpnet_3conv[0][0] bpnet_3crop[0][0] __________________________________________________________________________________________________ bpnet_4conv (Conv1D) (None, 2034, 128) 49280 add_2[0][0] __________________________________________________________________________________________________ bpnet_4crop (Cropping1D) (None, 2034, 128) 0 add_2[0][0] __________________________________________________________________________________________________ add_3 (Add) (None, 2034, 128) 0 bpnet_4conv[0][0] bpnet_4crop[0][0] __________________________________________________________________________________________________ prof_out_precrop (Conv1D) (None, 1960, 1) 9601 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions_pref (None, 1000, 1) 0 prof_out_precrop[0][0] __________________________________________________________________________________________________ gap (GlobalAveragePooling1D) (None, 128) 0 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions (Fla (None, 1000) 0 logits_profile_predictions_prefla __________________________________________________________________________________________________ logcount_predictions (Dense) (None, 1) 129 gap[0][0] ================================================================================================== Total params: 217,730 Trainable params: 217,730 Non-trainable params: 0 __________________________________________________________________________________________________ Predicting within adjust counts 1/2923 [..............................] - ETA: 18:36:40 10/2923 [..............................] - ETA: 18s  18/2923 [..............................] - ETA: 18s 26/2923 [..............................] - ETA: 18s 35/2923 [..............................] - ETA: 17s 44/2923 [..............................] - ETA: 17s 53/2923 [..............................] - ETA: 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ETA: 0s 2886/2923 [============================>.] - ETA: 0s 2895/2923 [============================>.] - ETA: 0s 2904/2923 [============================>.] - ETA: 0s 2913/2923 [============================>.] - ETA: 0s 2922/2923 [============================>.] - ETA: 0s 2923/2923 [==============================] - ETA: 0s 2923/2923 [==============================] - 56s 11ms/step 2022-09-23_18-51-07: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/train.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR237VSF//preprocessing/bigWigs/ENCSR237VSF.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR237VSF//chrombpnet_model_feb15_fold_3//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR237VSF//chrombpnet_model_feb15_fold_3//filtered.nonpeaks.bed \ --params=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR237VSF//chrombpnet_model_feb15_fold_3//chrombpnet_model_params.tsv \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR237VSF//chrombpnet_model_feb15_fold_3//chrombpnet \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json \ --batch_size=64 \ --architecture_from_file=/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/models/chrombpnet_with_bias_model.py \ --trackables logcount_predictions_loss loss logits_profile_predictions_loss val_logcount_predictions_loss val_loss val_logits_profile_predictions_loss {'counts_loss_weight': '12.7', 'filters': '512', 'n_dil_layers': '8', 'bias_model_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR237VSF//chrombpnet_model_feb15_fold_3/bias_model_scaled.h5', 'inputlen': '2114', 'outputlen': '1000', 'max_jitter': '500', 'chr_fold_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json', 'negative_sampling_ratio': '0.1'} got the model loading peaks... got split:train for bed regions:(95648, 10) loading nonpeaks... got split:train for bed regions:(85654, 10) loading peaks... got split:valid for bed regions:(9758, 10) loading nonpeaks... got split:valid for bed regions:(7865, 10) Epoch 1/50 1/1644 [..............................] - ETA: 65:28:59 - loss: 368.4570 - logits_profile_predictions_loss: 342.8922 - logcount_predictions_loss: 2.0130 2/1644 [..............................] - ETA: 8:39 - loss: 379.9235 - logits_profile_predictions_loss: 357.7512 - logcount_predictions_loss: 1.7459  3/1644 [..............................] - ETA: 8:32 - loss: 4370.5171 - logits_profile_predictions_loss: 362.9720 - logcount_predictions_loss: 315.5548 4/1644 [..............................] - ETA: 8:29 - loss: 5616.5089 - logits_profile_predictions_loss: 364.3594 - logcount_predictions_loss: 413.5551 5/1644 [..............................] - ETA: 8:28 - loss: 6007.5069 - logits_profile_predictions_loss: 366.6437 - logcount_predictions_loss: 444.1625 6/1644 [..............................] - ETA: 8:27 - loss: 6068.6422 - logits_profile_predictions_loss: 367.7057 - logcount_predictions_loss: 448.8926 7/1644 [..............................] - ETA: 8:26 - loss: 5990.0054 - logits_profile_predictions_loss: 368.0206 - logcount_predictions_loss: 442.6760 8/1644 [..............................] - ETA: 8:25 - loss: 5851.7269 - logits_profile_predictions_loss: 368.8247 - logcount_predictions_loss: 431.7246 9/1644 [..............................] - ETA: 8:24 - loss: 5688.8428 - logits_profile_predictions_loss: 369.3917 - logcount_predictions_loss: 418.8544 10/1644 [..............................] - ETA: 8:23 - loss: 5519.0474 - logits_profile_predictions_loss: 370.1260 - logcount_predictions_loss: 405.4269 11/1644 [..............................] - ETA: 8:23 - loss: 5350.9297 - logits_profile_predictions_loss: 371.0810 - logcount_predictions_loss: 392.1141 12/1644 [..............................] - ETA: 8:22 - loss: 5187.9975 - logits_profile_predictions_loss: 371.6802 - logcount_predictions_loss: 379.2376 13/1644 [..............................] - ETA: 8:21 - loss: 5032.8076 - logits_profile_predictions_loss: 372.4765 - logcount_predictions_loss: 366.9552 14/1644 [..............................] - ETA: 8:21 - loss: 4885.5919 - logits_profile_predictions_loss: 373.0393 - logcount_predictions_loss: 355.3191 15/1644 [..............................] - ETA: 8:20 - loss: 4746.5302 - logits_profile_predictions_loss: 373.4392 - logcount_predictions_loss: 344.3379 16/1644 [..............................] - ETA: 8:20 - loss: 4615.4141 - logits_profile_predictions_loss: 373.6819 - logcount_predictions_loss: 333.9947 17/1644 [..............................] - ETA: 8:20 - loss: 4491.8842 - logits_profile_predictions_loss: 373.8078 - logcount_predictions_loss: 324.2580 18/1644 [..............................] - ETA: 8:19 - loss: 4375.4705 - logits_profile_predictions_loss: 373.8286 - logcount_predictions_loss: 315.0899 19/1644 [..............................] - ETA: 8:19 - loss: 4265.8769 - logits_profile_predictions_loss: 373.9099 - logcount_predictions_loss: 306.4541 20/1644 [..............................] - ETA: 8:18 - loss: 4162.5417 - logits_profile_predictions_loss: 373.9898 - logcount_predictions_loss: 298.3112 21/1644 [..............................] - ETA: 8:18 - loss: 4065.0769 - logits_profile_predictions_loss: 374.1354 - logcount_predictions_loss: 290.6253 22/1644 [..............................] - ETA: 8:17 - loss: 3972.9314 - logits_profile_predictions_loss: 374.2515 - logcount_predictions_loss: 283.3606 23/1644 [..............................] - ETA: 8:17 - loss: 3885.6351 - logits_profile_predictions_loss: 374.2831 - logcount_predictions_loss: 276.4844 24/1644 [..............................] - ETA: 8:17 - loss: 3802.9051 - logits_profile_predictions_loss: 374.3069 - logcount_predictions_loss: 269.9684 25/1644 [..............................] - ETA: 8:16 - loss: 3724.3752 - logits_profile_predictions_loss: 374.3038 - logcount_predictions_loss: 263.7852 26/1644 [..............................] - ETA: 8:16 - loss: 3649.7109 - logits_profile_predictions_loss: 374.2561 - logcount_predictions_loss: 257.9098 27/1644 [..............................] - ETA: 8:16 - loss: 3578.6813 - logits_profile_predictions_loss: 374.2042 - logcount_predictions_loss: 252.3210 28/1644 [..............................] - ETA: 8:15 - loss: 3510.9860 - logits_profile_predictions_loss: 374.1150 - logcount_predictions_loss: 246.9977 29/1644 [..............................] - ETA: 8:15 - loss: 3446.3811 - logits_profile_predictions_loss: 373.9790 - logcount_predictions_loss: 241.9214 30/1644 [..............................] - ETA: 8:15 - loss: 3384.7478 - logits_profile_predictions_loss: 373.8833 - logcount_predictions_loss: 237.0759 31/1644 [..............................] - ETA: 8:14 - loss: 3325.8599 - logits_profile_predictions_loss: 373.8021 - logcount_predictions_loss: 232.4455 32/1644 [..............................] - ETA: 8:14 - loss: 3269.5531 - logits_profile_predictions_loss: 373.7480 - logcount_predictions_loss: 228.0162 33/1644 [..............................] - ETA: 8:13 - loss: 3215.5602 - logits_profile_predictions_loss: 373.6360 - logcount_predictions_loss: 223.7736 34/1644 [..............................] - ETA: 8:13 - loss: 3163.8035 - logits_profile_predictions_loss: 373.5296 - logcount_predictions_loss: 219.7066 35/1644 [..............................] - ETA: 8:13 - loss: 3114.1740 - logits_profile_predictions_loss: 373.4547 - logcount_predictions_loss: 215.8047 36/1644 [..............................] - ETA: 8:13 - loss: 3066.4912 - logits_profile_predictions_loss: 373.3649 - logcount_predictions_loss: 212.0572 37/1644 [..............................] - ETA: 8:12 - loss: 3020.6432 - logits_profile_predictions_loss: 373.2657 - logcount_predictions_loss: 208.4549 38/1644 [..............................] - ETA: 8:12 - loss: 2976.5262 - logits_profile_predictions_loss: 373.1603 - logcount_predictions_loss: 204.9894 39/1644 [..............................] - ETA: 8:12 - loss: 2934.0555 - logits_profile_predictions_loss: 373.0617 - logcount_predictions_loss: 201.6531 40/1644 [..............................] - ETA: 8:11 - loss: 2893.1268 - logits_profile_predictions_loss: 372.9612 - logcount_predictions_loss: 198.4382 41/1644 [..............................] - ETA: 8:11 - loss: 2853.6599 - logits_profile_predictions_loss: 372.8633 - logcount_predictions_loss: 195.3383 42/1644 [..............................] - ETA: 8:11 - loss: 2815.5908 - logits_profile_predictions_loss: 372.7825 - logcount_predictions_loss: 192.3471 43/1644 [..............................] - ETA: 8:10 - loss: 2778.8281 - logits_profile_predictions_loss: 372.7036 - logcount_predictions_loss: 189.4586 44/1644 [..............................] - ETA: 8:10 - loss: 2743.3122 - logits_profile_predictions_loss: 372.6331 - logcount_predictions_loss: 186.6676 45/1644 [..............................] - ETA: 8:10 - loss: 2708.9821 - logits_profile_predictions_loss: 372.5731 - logcount_predictions_loss: 183.9692 46/1644 [..............................] - ETA: 8:09 - loss: 2675.7937 - logits_profile_predictions_loss: 372.5342 - logcount_predictions_loss: 181.3590 47/1644 [..............................] - ETA: 8:09 - loss: 2643.6471 - logits_profile_predictions_loss: 372.4815 - logcount_predictions_loss: 178.8319 48/1644 [..............................] - ETA: 8:09 - loss: 2612.4970 - logits_profile_predictions_loss: 372.4206 - logcount_predictions_loss: 176.3840 49/1644 [..............................] - ETA: 8:09 - loss: 2582.2988 - logits_profile_predictions_loss: 372.3540 - logcount_predictions_loss: 174.0114 50/1644 [..............................] - ETA: 8:08 - loss: 2553.0064 - logits_profile_predictions_loss: 372.2816 - logcount_predictions_loss: 171.7106 51/1644 [..............................] - ETA: 8:08 - loss: 2524.5874 - logits_profile_predictions_loss: 372.2121 - logcount_predictions_loss: 169.4784 52/1644 [..............................] - ETA: 8:08 - loss: 2496.9882 - logits_profile_predictions_loss: 372.1335 - logcount_predictions_loss: 167.3114 53/1644 [..............................] - ETA: 8:07 - loss: 2470.1680 - logits_profile_predictions_loss: 372.0421 - logcount_predictions_loss: 165.2068 54/1644 [..............................] - ETA: 8:07 - loss: 2444.0945 - logits_profile_predictions_loss: 371.9403 - logcount_predictions_loss: 163.1617 55/1644 [>.............................] - ETA: 8:07 - loss: 2418.7454 - logits_profile_predictions_loss: 371.8388 - logcount_predictions_loss: 161.1737 56/1644 [>.............................] - ETA: 8:07 - loss: 2394.0805 - logits_profile_predictions_loss: 371.7286 - logcount_predictions_loss: 159.2403 57/1644 [>.............................] - ETA: 8:06 - loss: 2370.0968 - logits_profile_predictions_loss: 371.6329 - logcount_predictions_loss: 157.3594 58/1644 [>.............................] - ETA: 8:06 - loss: 2346.7434 - logits_profile_predictions_loss: 371.5320 - logcount_predictions_loss: 155.5285 59/1644 [>.............................] - ETA: 8:06 - loss: 2324.0060 - logits_profile_predictions_loss: 371.4367 - logcount_predictions_loss: 153.7456 60/1644 [>.............................] - ETA: 8:05 - loss: 2301.8585 - logits_profile_predictions_loss: 371.3448 - logcount_predictions_loss: 152.0089 61/1644 [>.............................] - ETA: 8:05 - loss: 2280.2795 - logits_profile_predictions_loss: 371.2585 - logcount_predictions_loss: 150.3166 62/1644 [>.............................] - ETA: 8:05 - loss: 2259.2517 - logits_profile_predictions_loss: 371.1814 - logcount_predictions_loss: 148.6669 63/1644 [>.............................] - ETA: 8:05 - loss: 2238.7448 - logits_profile_predictions_loss: 371.1061 - logcount_predictions_loss: 147.0582 64/1644 [>.............................] - ETA: 8:04 - loss: 2218.7273 - logits_profile_predictions_loss: 371.0223 - logcount_predictions_loss: 145.4886 65/1644 [>.............................] - ETA: 8:04 - loss: 2199.2074 - logits_profile_predictions_loss: 370.9539 - logcount_predictions_loss: 143.9570 66/1644 [>.............................] - ETA: 8:04 - loss: 2180.1618 - logits_profile_predictions_loss: 370.8960 - logcount_predictions_loss: 142.4619 67/1644 [>.............................] - ETA: 8:03 - loss: 2161.5612 - logits_profile_predictions_loss: 370.8370 - logcount_predictions_loss: 141.0019 68/1644 [>.............................] - ETA: 8:03 - loss: 2143.3910 - logits_profile_predictions_loss: 370.7791 - logcount_predictions_loss: 139.5757 69/1644 [>.............................] - ETA: 8:03 - loss: 2125.6297 - logits_profile_predictions_loss: 370.7168 - logcount_predictions_loss: 138.1821 70/1644 [>.............................] - ETA: 8:03 - loss: 2108.2792 - logits_profile_predictions_loss: 370.6632 - logcount_predictions_loss: 136.8202 71/1644 [>.............................] - ETA: 8:02 - loss: 2091.3007 - logits_profile_predictions_loss: 370.5980 - logcount_predictions_loss: 135.4884 72/1644 [>.............................] - ETA: 8:02 - loss: 2074.7082 - logits_profile_predictions_loss: 370.5444 - logcount_predictions_loss: 134.1861 73/1644 [>.............................] - ETA: 8:02 - loss: 2058.4642 - logits_profile_predictions_loss: 370.4816 - logcount_predictions_loss: 132.9120 74/1644 [>.............................] - ETA: 8:01 - loss: 2042.5655 - logits_profile_predictions_loss: 370.4169 - logcount_predictions_loss: 131.6652 75/1644 [>.............................] - ETA: 8:01 - loss: 2027.0040 - logits_profile_predictions_loss: 370.3534 - logcount_predictions_loss: 130.4449 76/1644 [>.............................] - ETA: 8:01 - loss: 2011.7773 - logits_profile_predictions_loss: 370.2982 - logcount_predictions_loss: 129.2503 77/1644 [>.............................] - ETA: 8:01 - loss: 1996.8702 - logits_profile_predictions_loss: 370.2475 - logcount_predictions_loss: 128.0805 78/1644 [>.............................] - ETA: 8:00 - loss: 1982.2639 - logits_profile_predictions_loss: 370.1935 - logcount_predictions_loss: 126.9347 79/1644 [>.............................] - ETA: 8:00 - loss: 1967.9642 - logits_profile_predictions_loss: 370.1501 - logcount_predictions_loss: 125.8121 80/1644 [>.............................] - ETA: 8:00 - loss: 1953.9498 - logits_profile_predictions_loss: 370.1066 - logcount_predictions_loss: 124.7121 81/1644 [>.............................] - ETA: 7:59 - loss: 1940.2151 - logits_profile_predictions_loss: 370.0657 - logcount_predictions_loss: 123.6338 82/1644 [>.............................] - ETA: 7:59 - loss: 1926.7530 - logits_profile_predictions_loss: 370.0286 - logcount_predictions_loss: 122.5767 83/1644 [>.............................] - ETA: 7:59 - loss: 1913.5509 - logits_profile_predictions_loss: 369.9913 - logcount_predictions_loss: 121.5401 84/1644 [>.............................] - ETA: 7:59 - loss: 1900.5975 - logits_profile_predictions_loss: 369.9509 - logcount_predictions_loss: 120.5233 85/1644 [>.............................] - ETA: 7:58 - loss: 1887.8887 - logits_profile_predictions_loss: 369.9102 - logcount_predictions_loss: 119.5259 86/1644 [>.............................] - ETA: 7:58 - loss: 1875.4172 - logits_profile_predictions_loss: 369.8693 - logcount_predictions_loss: 118.5471 87/1644 [>.............................] - ETA: 7:58 - loss: 1863.1753 - logits_profile_predictions_loss: 369.8274 - logcount_predictions_loss: 117.5864 88/1644 [>.............................] - ETA: 7:57 - loss: 1851.1644 - logits_profile_predictions_loss: 369.7916 - logcount_predictions_loss: 116.6435 89/1644 [>.............................] - ETA: 7:57 - loss: 1839.3675 - logits_profile_predictions_loss: 369.7524 - logcount_predictions_loss: 115.7177 90/1644 [>.............................] - ETA: 7:57 - loss: 1827.7840 - logits_profile_predictions_loss: 369.7148 - logcount_predictions_loss: 114.8086 91/1644 [>.............................] - ETA: 7:57 - loss: 1816.4102 - logits_profile_predictions_loss: 369.6808 - logcount_predictions_loss: 113.9157 92/1644 [>.............................] - ETA: 7:56 - loss: 1805.2385 - logits_profile_predictions_loss: 369.6487 - logcount_predictions_loss: 113.0386 93/1644 [>.............................] - ETA: 7:56 - loss: 1794.2619 - logits_profile_predictions_loss: 369.6171 - logcount_predictions_loss: 112.1767 94/1644 [>.............................] - ETA: 7:56 - loss: 1783.4789 - logits_profile_predictions_loss: 369.5893 - logcount_predictions_loss: 111.3299 95/1644 [>.............................] - ETA: 7:55 - loss: 1772.8783 - logits_profile_predictions_loss: 369.5601 - logcount_predictions_loss: 110.4975 96/1644 [>.............................] - ETA: 7:55 - loss: 1762.4562 - logits_profile_predictions_loss: 369.5305 - logcount_predictions_loss: 109.6792 97/1644 [>.............................] - ETA: 7:55 - loss: 1752.2117 - logits_profile_predictions_loss: 369.5034 - logcount_predictions_loss: 108.8747 98/1644 [>.............................] - ETA: 7:55 - loss: 1742.1319 - logits_profile_predictions_loss: 369.4719 - logcount_predictions_loss: 108.0835 99/1644 [>.............................] - ETA: 7:54 - loss: 1732.2271 - logits_profile_predictions_loss: 369.4486 - logcount_predictions_loss: 107.3054 100/1644 [>.............................] - ETA: 7:54 - loss: 1722.4810 - logits_profile_predictions_loss: 369.4228 - logcount_predictions_loss: 106.5400 101/1644 [>.............................] - ETA: 7:54 - loss: 1712.8911 - logits_profile_predictions_loss: 369.3959 - logcount_predictions_loss: 105.7870 102/1644 [>.............................] - ETA: 7:54 - loss: 1703.4520 - logits_profile_predictions_loss: 369.3667 - logcount_predictions_loss: 105.0461 103/1644 [>.............................] - ETA: 7:53 - loss: 1694.1617 - logits_profile_predictions_loss: 369.3371 - logcount_predictions_loss: 104.3169 104/1644 [>.............................] - ETA: 7:53 - loss: 1685.0198 - logits_profile_predictions_loss: 369.3098 - logcount_predictions_loss: 103.5992 105/1644 [>.............................] - ETA: 7:53 - loss: 1676.0216 - logits_profile_predictions_loss: 369.2833 - logcount_predictions_loss: 102.8928 106/1644 [>.............................] - ETA: 7:52 - loss: 1667.1596 - logits_profile_predictions_loss: 369.2547 - logcount_predictions_loss: 102.1972 107/1644 [>.............................] - ETA: 7:52 - loss: 1658.4285 - logits_profile_predictions_loss: 369.2220 - logcount_predictions_loss: 101.5123 108/1644 [>.............................] - ETA: 7:52 - loss: 1649.8276 - logits_profile_predictions_loss: 369.1875 - logcount_predictions_loss: 100.8378 109/1644 [>.............................] - ETA: 7:52 - loss: 1641.3515 - logits_profile_predictions_loss: 369.1491 - logcount_predictions_loss: 100.1734 110/1644 [=>............................] - ETA: 7:51 - loss: 1633.0021 - logits_profile_predictions_loss: 369.1115 - logcount_predictions_loss: 99.5189  111/1644 [=>............................] - ETA: 7:51 - loss: 1624.7773 - logits_profile_predictions_loss: 369.0750 - logcount_predictions_loss: 98.8742 112/1644 [=>............................] - ETA: 7:51 - loss: 1616.6721 - logits_profile_predictions_loss: 369.0377 - logcount_predictions_loss: 98.2389 113/1644 [=>............................] - ETA: 7:50 - loss: 1608.6869 - logits_profile_predictions_loss: 369.0025 - logcount_predictions_loss: 97.6129 114/1644 [=>............................] - ETA: 7:50 - loss: 1600.8140 - logits_profile_predictions_loss: 368.9647 - logcount_predictions_loss: 96.9960 115/1644 [=>............................] - ETA: 7:50 - loss: 1593.0557 - logits_profile_predictions_loss: 368.9288 - logcount_predictions_loss: 96.3879 116/1644 [=>............................] - ETA: 7:50 - loss: 1585.4096 - logits_profile_predictions_loss: 368.8948 - logcount_predictions_loss: 95.7886 117/1644 [=>............................] - ETA: 7:49 - loss: 1577.8721 - logits_profile_predictions_loss: 368.8617 - logcount_predictions_loss: 95.1977 118/1644 [=>............................] - ETA: 7:49 - loss: 1570.4379 - logits_profile_predictions_loss: 368.8269 - logcount_predictions_loss: 94.6150 119/1644 [=>............................] - ETA: 7:49 - loss: 1563.1043 - logits_profile_predictions_loss: 368.7901 - logcount_predictions_loss: 94.0405 120/1644 [=>............................] - ETA: 7:48 - loss: 1555.8694 - logits_profile_predictions_loss: 368.7517 - logcount_predictions_loss: 93.4738 121/1644 [=>............................] - ETA: 7:48 - loss: 1548.7377 - logits_profile_predictions_loss: 368.7172 - logcount_predictions_loss: 92.9150 122/1644 [=>............................] - ETA: 7:48 - loss: 1541.7016 - logits_profile_predictions_loss: 368.6819 - logcount_predictions_loss: 92.3637 123/1644 [=>............................] - ETA: 7:48 - loss: 1534.7592 - logits_profile_predictions_loss: 368.6459 - logcount_predictions_loss: 91.8199 124/1644 [=>............................] - ETA: 7:47 - loss: 1527.9085 - logits_profile_predictions_loss: 368.6093 - logcount_predictions_loss: 91.2834 125/1644 [=>............................] - ETA: 7:47 - loss: 1521.1467 - logits_profile_predictions_loss: 368.5712 - logcount_predictions_loss: 90.7540 126/1644 [=>............................] - ETA: 7:47 - loss: 1514.4704 - logits_profile_predictions_loss: 368.5304 - logcount_predictions_loss: 90.2315 127/1644 [=>............................] - ETA: 7:46 - loss: 1507.8804 - logits_profile_predictions_loss: 368.4893 - logcount_predictions_loss: 89.7158 128/1644 [=>............................] - ETA: 7:46 - loss: 1501.3728 - logits_profile_predictions_loss: 368.4457 - logcount_predictions_loss: 89.2068 129/1644 [=>............................] - ETA: 7:46 - loss: 1494.9509 - logits_profile_predictions_loss: 368.4041 - logcount_predictions_loss: 88.7045 130/1644 [=>............................] - ETA: 7:46 - loss: 1488.6137 - logits_profile_predictions_loss: 368.3652 - logcount_predictions_loss: 88.2085 131/1644 [=>............................] - ETA: 7:45 - loss: 1482.3549 - logits_profile_predictions_loss: 368.3251 - logcount_predictions_loss: 87.7189 132/1644 [=>............................] - ETA: 7:45 - loss: 1476.1732 - logits_profile_predictions_loss: 368.2838 - logcount_predictions_loss: 87.2354 133/1644 [=>............................] - ETA: 7:45 - loss: 1470.0644 - logits_profile_predictions_loss: 368.2391 - logcount_predictions_loss: 86.7579 134/1644 [=>............................] - ETA: 7:44 - loss: 1464.0326 - logits_profile_predictions_loss: 368.1957 - logcount_predictions_loss: 86.2864 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ETA: 0s - loss: 512.6267 - logits_profile_predictions_loss: 350.0127 - logcount_predictions_loss: 12.8042 1644/1644 [==============================] - ETA: 0s - loss: 512.5427 - logits_profile_predictions_loss: 350.0067 - logcount_predictions_loss: 12.7981 1644/1644 [==============================] - 890s 455ms/step - loss: 512.4589 - logits_profile_predictions_loss: 350.0007 - logcount_predictions_loss: 12.7920 - val_loss: 347.2373 - val_logits_profile_predictions_loss: 341.0201 - val_logcount_predictions_loss: 0.4895 Epoch 00001: val_loss improved from inf to 347.23734, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR237VSF//chrombpnet_model_feb15_fold_3/chrombpnet.h5 Epoch 2/50 1/1644 [..............................] - ETA: 8:45 - loss: 341.8892 - logits_profile_predictions_loss: 336.3611 - logcount_predictions_loss: 0.4353 2/1644 [..............................] - ETA: 8:20 - loss: 328.8873 - logits_profile_predictions_loss: 323.5289 - 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[=====>........................] - ETA: 6:42 - loss: 330.1181 - logits_profile_predictions_loss: 323.8804 - logcount_predictions_loss: 0.4912 350/1644 [=====>........................] - ETA: 6:41 - loss: 330.1182 - logits_profile_predictions_loss: 323.8807 - logcount_predictions_loss: 0.4911 351/1644 [=====>........................] - ETA: 6:41 - loss: 330.1185 - logits_profile_predictions_loss: 323.8812 - logcount_predictions_loss: 0.4911 352/1644 [=====>........................] - ETA: 6:41 - loss: 330.1192 - logits_profile_predictions_loss: 323.8820 - logcount_predictions_loss: 0.4911 353/1644 [=====>........................] - ETA: 6:41 - loss: 330.1198 - logits_profile_predictions_loss: 323.8829 - logcount_predictions_loss: 0.4911 354/1644 [=====>........................] - ETA: 6:40 - loss: 330.1201 - logits_profile_predictions_loss: 323.8833 - logcount_predictions_loss: 0.4911 355/1644 [=====>........................] - ETA: 6:40 - loss: 330.1205 - 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[=====>........................] - ETA: 6:38 - loss: 330.1257 - logits_profile_predictions_loss: 323.8905 - logcount_predictions_loss: 0.4910 363/1644 [=====>........................] - ETA: 6:38 - loss: 330.1262 - logits_profile_predictions_loss: 323.8912 - logcount_predictions_loss: 0.4910 364/1644 [=====>........................] - ETA: 6:37 - loss: 330.1267 - logits_profile_predictions_loss: 323.8919 - logcount_predictions_loss: 0.4909 365/1644 [=====>........................] - ETA: 6:37 - loss: 330.1272 - logits_profile_predictions_loss: 323.8925 - logcount_predictions_loss: 0.4909 366/1644 [=====>........................] - ETA: 6:37 - loss: 330.1282 - logits_profile_predictions_loss: 323.8936 - logcount_predictions_loss: 0.4909 367/1644 [=====>........................] - ETA: 6:36 - loss: 330.1289 - logits_profile_predictions_loss: 323.8946 - logcount_predictions_loss: 0.4909 368/1644 [=====>........................] - ETA: 6:36 - loss: 330.1299 - 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[=====>........................] - ETA: 6:34 - loss: 330.1331 - logits_profile_predictions_loss: 323.9001 - logcount_predictions_loss: 0.4908 376/1644 [=====>........................] - ETA: 6:34 - loss: 330.1331 - logits_profile_predictions_loss: 323.9002 - logcount_predictions_loss: 0.4908 377/1644 [=====>........................] - ETA: 6:33 - loss: 330.1329 - logits_profile_predictions_loss: 323.9001 - logcount_predictions_loss: 0.4908 378/1644 [=====>........................] - ETA: 6:33 - loss: 330.1328 - logits_profile_predictions_loss: 323.9001 - logcount_predictions_loss: 0.4908 379/1644 [=====>........................] - ETA: 6:33 - loss: 330.1325 - logits_profile_predictions_loss: 323.9000 - logcount_predictions_loss: 0.4908 380/1644 [=====>........................] - ETA: 6:32 - loss: 330.1324 - logits_profile_predictions_loss: 323.9000 - logcount_predictions_loss: 0.4907 381/1644 [=====>........................] - ETA: 6:32 - loss: 330.1323 - 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[============================>.] - ETA: 0s - loss: 329.1789 - logits_profile_predictions_loss: 323.1618 - logcount_predictions_loss: 0.4738 1644/1644 [==============================] - ETA: 0s - loss: 329.1777 - logits_profile_predictions_loss: 323.1607 - logcount_predictions_loss: 0.4738 1644/1644 [==============================] - 537s 327ms/step - loss: 329.1766 - logits_profile_predictions_loss: 323.1597 - logcount_predictions_loss: 0.4738 - val_loss: 338.7795 - val_logits_profile_predictions_loss: 333.4121 - val_logcount_predictions_loss: 0.4226 Epoch 00002: val_loss improved from 347.23734 to 338.77951, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR237VSF//chrombpnet_model_feb15_fold_3/chrombpnet.h5 Epoch 3/50 1/1644 [..............................] - ETA: 8:39 - loss: 339.7603 - logits_profile_predictions_loss: 333.4108 - logcount_predictions_loss: 0.5000 2/1644 [..............................] - ETA: 8:25 - loss: 333.8054 - 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[..............................] - ETA: 8:25 - loss: 320.4203 - logits_profile_predictions_loss: 315.2383 - logcount_predictions_loss: 0.4080 10/1644 [..............................] - ETA: 8:25 - loss: 319.4474 - logits_profile_predictions_loss: 314.2681 - logcount_predictions_loss: 0.4078 11/1644 [..............................] - ETA: 8:25 - loss: 318.7753 - logits_profile_predictions_loss: 313.6110 - logcount_predictions_loss: 0.4066 12/1644 [..............................] - ETA: 8:25 - loss: 318.4010 - logits_profile_predictions_loss: 313.2368 - logcount_predictions_loss: 0.4066 13/1644 [..............................] - ETA: 8:24 - loss: 318.1223 - logits_profile_predictions_loss: 312.9561 - logcount_predictions_loss: 0.4068 14/1644 [..............................] - ETA: 8:24 - loss: 317.8244 - logits_profile_predictions_loss: 312.6573 - logcount_predictions_loss: 0.4069 15/1644 [..............................] - ETA: 8:24 - loss: 317.6654 - logits_profile_predictions_loss: 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29/1644 [..............................] - ETA: 8:20 - loss: 317.7247 - logits_profile_predictions_loss: 312.5456 - logcount_predictions_loss: 0.4078 30/1644 [..............................] - ETA: 8:20 - loss: 317.7862 - logits_profile_predictions_loss: 312.6072 - logcount_predictions_loss: 0.4078 31/1644 [..............................] - ETA: 8:19 - loss: 317.8403 - logits_profile_predictions_loss: 312.6619 - logcount_predictions_loss: 0.4077 32/1644 [..............................] - ETA: 8:19 - loss: 317.9254 - logits_profile_predictions_loss: 312.7474 - logcount_predictions_loss: 0.4077 33/1644 [..............................] - ETA: 8:19 - loss: 318.0194 - logits_profile_predictions_loss: 312.8416 - logcount_predictions_loss: 0.4077 34/1644 [..............................] - ETA: 8:19 - loss: 318.1195 - logits_profile_predictions_loss: 312.9421 - logcount_predictions_loss: 0.4077 35/1644 [..............................] - ETA: 8:18 - loss: 318.2216 - 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logits_profile_predictions_loss: 317.1175 - logcount_predictions_loss: 0.4080 219/1644 [==>...........................] - ETA: 7:24 - loss: 322.3084 - logits_profile_predictions_loss: 317.1265 - logcount_predictions_loss: 0.4080 220/1644 [===>..........................] - ETA: 7:24 - loss: 322.3171 - logits_profile_predictions_loss: 317.1351 - logcount_predictions_loss: 0.4080 221/1644 [===>..........................] - ETA: 7:24 - loss: 322.3255 - logits_profile_predictions_loss: 317.1432 - logcount_predictions_loss: 0.4081 222/1644 [===>..........................] - ETA: 7:23 - loss: 322.3342 - logits_profile_predictions_loss: 317.1517 - logcount_predictions_loss: 0.4081 223/1644 [===>..........................] - ETA: 7:23 - loss: 322.3430 - logits_profile_predictions_loss: 317.1604 - logcount_predictions_loss: 0.4081 224/1644 [===>..........................] - ETA: 7:23 - loss: 322.3515 - logits_profile_predictions_loss: 317.1686 - logcount_predictions_loss: 0.4081 225/1644 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[===>..........................] - ETA: 7:19 - loss: 322.4631 - logits_profile_predictions_loss: 317.2782 - logcount_predictions_loss: 0.4083 239/1644 [===>..........................] - ETA: 7:18 - loss: 322.4715 - logits_profile_predictions_loss: 317.2864 - logcount_predictions_loss: 0.4083 240/1644 [===>..........................] - ETA: 7:18 - loss: 322.4801 - logits_profile_predictions_loss: 317.2948 - logcount_predictions_loss: 0.4083 241/1644 [===>..........................] - ETA: 7:18 - loss: 322.4882 - logits_profile_predictions_loss: 317.3027 - logcount_predictions_loss: 0.4083 242/1644 [===>..........................] - ETA: 7:17 - loss: 322.4961 - logits_profile_predictions_loss: 317.3105 - logcount_predictions_loss: 0.4083 243/1644 [===>..........................] - ETA: 7:17 - loss: 322.5040 - logits_profile_predictions_loss: 317.3182 - logcount_predictions_loss: 0.4083 244/1644 [===>..........................] - ETA: 7:17 - loss: 322.5118 - logits_profile_predictions_loss: 317.3257 - logcount_predictions_loss: 0.4084 245/1644 [===>..........................] - ETA: 7:16 - loss: 322.5199 - logits_profile_predictions_loss: 317.3336 - logcount_predictions_loss: 0.4084 246/1644 [===>..........................] - ETA: 7:16 - loss: 322.5281 - logits_profile_predictions_loss: 317.3416 - logcount_predictions_loss: 0.4084 247/1644 [===>..........................] - ETA: 7:16 - loss: 322.5362 - logits_profile_predictions_loss: 317.3495 - logcount_predictions_loss: 0.4084 248/1644 [===>..........................] - ETA: 7:15 - loss: 322.5446 - logits_profile_predictions_loss: 317.3577 - logcount_predictions_loss: 0.4084 249/1644 [===>..........................] - ETA: 7:15 - loss: 322.5532 - logits_profile_predictions_loss: 317.3660 - logcount_predictions_loss: 0.4084 250/1644 [===>..........................] - ETA: 7:15 - loss: 322.5616 - logits_profile_predictions_loss: 317.3743 - logcount_predictions_loss: 0.4085 251/1644 [===>..........................] - ETA: 7:15 - loss: 322.5697 - logits_profile_predictions_loss: 317.3822 - logcount_predictions_loss: 0.4085 252/1644 [===>..........................] - ETA: 7:14 - loss: 322.5778 - logits_profile_predictions_loss: 317.3901 - logcount_predictions_loss: 0.4085 253/1644 [===>..........................] - ETA: 7:14 - loss: 322.5856 - logits_profile_predictions_loss: 317.3976 - logcount_predictions_loss: 0.4085 254/1644 [===>..........................] - ETA: 7:14 - loss: 322.5933 - logits_profile_predictions_loss: 317.4051 - logcount_predictions_loss: 0.4085 255/1644 [===>..........................] - ETA: 7:13 - loss: 322.6009 - logits_profile_predictions_loss: 317.4125 - logcount_predictions_loss: 0.4085 256/1644 [===>..........................] - ETA: 7:13 - loss: 322.6084 - logits_profile_predictions_loss: 317.4198 - logcount_predictions_loss: 0.4086 257/1644 [===>..........................] - ETA: 7:13 - loss: 322.6160 - logits_profile_predictions_loss: 317.4273 - logcount_predictions_loss: 0.4086 258/1644 [===>..........................] - ETA: 7:12 - loss: 322.6238 - logits_profile_predictions_loss: 317.4348 - logcount_predictions_loss: 0.4086 259/1644 [===>..........................] - ETA: 7:12 - loss: 322.6317 - logits_profile_predictions_loss: 317.4425 - logcount_predictions_loss: 0.4086 260/1644 [===>..........................] - ETA: 7:12 - loss: 322.6394 - logits_profile_predictions_loss: 317.4501 - logcount_predictions_loss: 0.4086 261/1644 [===>..........................] - ETA: 7:12 - loss: 322.6468 - logits_profile_predictions_loss: 317.4573 - logcount_predictions_loss: 0.4086 262/1644 [===>..........................] - ETA: 7:11 - loss: 322.6540 - logits_profile_predictions_loss: 317.4642 - logcount_predictions_loss: 0.4086 263/1644 [===>..........................] - ETA: 7:11 - loss: 322.6607 - logits_profile_predictions_loss: 317.4707 - logcount_predictions_loss: 0.4087 264/1644 [===>..........................] - ETA: 7:11 - loss: 322.6668 - logits_profile_predictions_loss: 317.4766 - logcount_predictions_loss: 0.4087 265/1644 [===>..........................] - ETA: 7:10 - loss: 322.6731 - logits_profile_predictions_loss: 317.4827 - logcount_predictions_loss: 0.4087 266/1644 [===>..........................] - ETA: 7:10 - loss: 322.6793 - logits_profile_predictions_loss: 317.4887 - logcount_predictions_loss: 0.4087 267/1644 [===>..........................] - ETA: 7:10 - loss: 322.6853 - logits_profile_predictions_loss: 317.4945 - logcount_predictions_loss: 0.4087 268/1644 [===>..........................] - ETA: 7:09 - loss: 322.6910 - logits_profile_predictions_loss: 317.5001 - logcount_predictions_loss: 0.4087 269/1644 [===>..........................] - ETA: 7:09 - loss: 322.6965 - logits_profile_predictions_loss: 317.5053 - logcount_predictions_loss: 0.4088 270/1644 [===>..........................] - ETA: 7:09 - loss: 322.7016 - 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[====>.........................] - ETA: 7:07 - loss: 322.7345 - logits_profile_predictions_loss: 317.5419 - logcount_predictions_loss: 0.4089 278/1644 [====>.........................] - ETA: 7:06 - loss: 322.7387 - logits_profile_predictions_loss: 317.5460 - logcount_predictions_loss: 0.4089 279/1644 [====>.........................] - ETA: 7:06 - loss: 322.7427 - logits_profile_predictions_loss: 317.5498 - logcount_predictions_loss: 0.4089 280/1644 [====>.........................] - ETA: 7:06 - loss: 322.7466 - logits_profile_predictions_loss: 317.5534 - logcount_predictions_loss: 0.4089 281/1644 [====>.........................] - ETA: 7:05 - loss: 322.7501 - logits_profile_predictions_loss: 317.5568 - logcount_predictions_loss: 0.4089 282/1644 [====>.........................] - ETA: 7:05 - loss: 322.7536 - logits_profile_predictions_loss: 317.5602 - logcount_predictions_loss: 0.4089 283/1644 [====>.........................] - ETA: 7:05 - loss: 322.7567 - logits_profile_predictions_loss: 317.5631 - logcount_predictions_loss: 0.4090 284/1644 [====>.........................] - ETA: 7:04 - loss: 322.7595 - logits_profile_predictions_loss: 317.5658 - logcount_predictions_loss: 0.4090 285/1644 [====>.........................] - ETA: 7:04 - loss: 322.7624 - logits_profile_predictions_loss: 317.5685 - logcount_predictions_loss: 0.4090 286/1644 [====>.........................] - ETA: 7:04 - loss: 322.7652 - logits_profile_predictions_loss: 317.5711 - logcount_predictions_loss: 0.4090 287/1644 [====>.........................] - ETA: 7:04 - loss: 322.7680 - logits_profile_predictions_loss: 317.5737 - logcount_predictions_loss: 0.4090 288/1644 [====>.........................] - ETA: 7:03 - loss: 322.7709 - logits_profile_predictions_loss: 317.5765 - logcount_predictions_loss: 0.4090 289/1644 [====>.........................] - ETA: 7:03 - loss: 322.7738 - logits_profile_predictions_loss: 317.5793 - logcount_predictions_loss: 0.4090 290/1644 [====>.........................] - ETA: 7:03 - loss: 322.7767 - logits_profile_predictions_loss: 317.5820 - logcount_predictions_loss: 0.4090 291/1644 [====>.........................] - ETA: 7:02 - loss: 322.7797 - logits_profile_predictions_loss: 317.5849 - logcount_predictions_loss: 0.4090 292/1644 [====>.........................] - ETA: 7:02 - loss: 322.7829 - logits_profile_predictions_loss: 317.5879 - logcount_predictions_loss: 0.4091 293/1644 [====>.........................] - ETA: 7:02 - loss: 322.7861 - logits_profile_predictions_loss: 317.5910 - logcount_predictions_loss: 0.4091 294/1644 [====>.........................] - ETA: 7:01 - loss: 322.7899 - logits_profile_predictions_loss: 317.5947 - logcount_predictions_loss: 0.4091 295/1644 [====>.........................] - ETA: 7:01 - loss: 322.7935 - logits_profile_predictions_loss: 317.5982 - logcount_predictions_loss: 0.4091 296/1644 [====>.........................] - ETA: 7:01 - loss: 322.7968 - 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[====>.........................] - ETA: 6:59 - loss: 322.8205 - logits_profile_predictions_loss: 317.6240 - logcount_predictions_loss: 0.4092 304/1644 [====>.........................] - ETA: 6:58 - loss: 322.8248 - logits_profile_predictions_loss: 317.6282 - logcount_predictions_loss: 0.4092 305/1644 [====>.........................] - ETA: 6:58 - loss: 322.8291 - logits_profile_predictions_loss: 317.6323 - logcount_predictions_loss: 0.4092 306/1644 [====>.........................] - ETA: 6:58 - loss: 322.8336 - logits_profile_predictions_loss: 317.6367 - logcount_predictions_loss: 0.4092 307/1644 [====>.........................] - ETA: 6:57 - loss: 322.8383 - logits_profile_predictions_loss: 317.6412 - logcount_predictions_loss: 0.4092 308/1644 [====>.........................] - ETA: 6:57 - loss: 322.8429 - logits_profile_predictions_loss: 317.6457 - logcount_predictions_loss: 0.4092 309/1644 [====>.........................] - ETA: 6:57 - loss: 322.8472 - logits_profile_predictions_loss: 317.6497 - logcount_predictions_loss: 0.4093 310/1644 [====>.........................] - ETA: 6:56 - loss: 322.8513 - logits_profile_predictions_loss: 317.6537 - logcount_predictions_loss: 0.4093 311/1644 [====>.........................] - ETA: 6:56 - loss: 322.8552 - logits_profile_predictions_loss: 317.6575 - logcount_predictions_loss: 0.4093 312/1644 [====>.........................] - ETA: 6:56 - loss: 322.8589 - logits_profile_predictions_loss: 317.6609 - logcount_predictions_loss: 0.4093 313/1644 [====>.........................] - ETA: 6:56 - loss: 322.8625 - logits_profile_predictions_loss: 317.6644 - logcount_predictions_loss: 0.4093 314/1644 [====>.........................] - ETA: 6:55 - loss: 322.8663 - logits_profile_predictions_loss: 317.6681 - logcount_predictions_loss: 0.4093 315/1644 [====>.........................] - ETA: 6:55 - loss: 322.8702 - logits_profile_predictions_loss: 317.6718 - logcount_predictions_loss: 0.4093 316/1644 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[..............................] - ETA: 8:22 - loss: 318.5953 - logits_profile_predictions_loss: 312.3923 - logcount_predictions_loss: 0.4884 23/1644 [..............................] - ETA: 8:22 - loss: 318.8428 - logits_profile_predictions_loss: 312.6491 - logcount_predictions_loss: 0.4877 24/1644 [..............................] - ETA: 8:21 - loss: 319.0736 - logits_profile_predictions_loss: 312.8908 - logcount_predictions_loss: 0.4868 25/1644 [..............................] - ETA: 8:21 - loss: 319.3011 - logits_profile_predictions_loss: 313.1318 - logcount_predictions_loss: 0.4858 26/1644 [..............................] - ETA: 8:21 - loss: 319.4985 - logits_profile_predictions_loss: 313.3404 - logcount_predictions_loss: 0.4849 27/1644 [..............................] - ETA: 8:21 - loss: 319.6637 - logits_profile_predictions_loss: 313.5163 - logcount_predictions_loss: 0.4840 28/1644 [..............................] - ETA: 8:20 - loss: 319.8499 - logits_profile_predictions_loss: 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[>.............................] - ETA: 8:13 - loss: 320.8805 - logits_profile_predictions_loss: 314.9590 - logcount_predictions_loss: 0.4663 56/1644 [>.............................] - ETA: 8:13 - loss: 320.8844 - logits_profile_predictions_loss: 314.9705 - logcount_predictions_loss: 0.4657 57/1644 [>.............................] - ETA: 8:12 - loss: 320.8920 - logits_profile_predictions_loss: 314.9854 - logcount_predictions_loss: 0.4651 58/1644 [>.............................] - ETA: 8:12 - loss: 320.8997 - logits_profile_predictions_loss: 315.0000 - logcount_predictions_loss: 0.4645 59/1644 [>.............................] - ETA: 8:12 - loss: 320.9067 - logits_profile_predictions_loss: 315.0138 - logcount_predictions_loss: 0.4640 60/1644 [>.............................] - ETA: 8:12 - loss: 320.9062 - logits_profile_predictions_loss: 315.0201 - logcount_predictions_loss: 0.4635 61/1644 [>.............................] - ETA: 8:11 - loss: 320.9048 - logits_profile_predictions_loss: 315.0253 - logcount_predictions_loss: 0.4629 62/1644 [>.............................] - ETA: 8:11 - loss: 320.9037 - logits_profile_predictions_loss: 315.0306 - logcount_predictions_loss: 0.4624 63/1644 [>.............................] - ETA: 8:11 - loss: 320.9033 - logits_profile_predictions_loss: 315.0369 - logcount_predictions_loss: 0.4619 64/1644 [>.............................] - ETA: 8:11 - loss: 320.9008 - logits_profile_predictions_loss: 315.0414 - logcount_predictions_loss: 0.4614 65/1644 [>.............................] - ETA: 8:10 - loss: 320.9014 - logits_profile_predictions_loss: 315.0486 - logcount_predictions_loss: 0.4608 66/1644 [>.............................] - ETA: 8:10 - loss: 320.9056 - logits_profile_predictions_loss: 315.0594 - logcount_predictions_loss: 0.4603 67/1644 [>.............................] - ETA: 8:10 - loss: 320.9064 - logits_profile_predictions_loss: 315.0669 - logcount_predictions_loss: 0.4598 68/1644 [>.............................] - ETA: 8:09 - 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logits_profile_predictions_loss: 316.0388 - logcount_predictions_loss: 0.4149 206/1644 [==>...........................] - ETA: 7:29 - loss: 321.3005 - logits_profile_predictions_loss: 316.0335 - logcount_predictions_loss: 0.4147 207/1644 [==>...........................] - ETA: 7:28 - loss: 321.2930 - logits_profile_predictions_loss: 316.0281 - logcount_predictions_loss: 0.4146 208/1644 [==>...........................] - ETA: 7:28 - loss: 321.2846 - logits_profile_predictions_loss: 316.0217 - logcount_predictions_loss: 0.4144 209/1644 [==>...........................] - ETA: 7:28 - loss: 321.2754 - logits_profile_predictions_loss: 316.0146 - logcount_predictions_loss: 0.4142 210/1644 [==>...........................] - ETA: 7:27 - loss: 321.2657 - logits_profile_predictions_loss: 316.0071 - logcount_predictions_loss: 0.4141 211/1644 [==>...........................] - ETA: 7:27 - loss: 321.2567 - logits_profile_predictions_loss: 316.0001 - logcount_predictions_loss: 0.4139 212/1644 [==>...........................] - ETA: 7:27 - loss: 321.2470 - logits_profile_predictions_loss: 315.9924 - logcount_predictions_loss: 0.4137 213/1644 [==>...........................] - ETA: 7:27 - loss: 321.2370 - logits_profile_predictions_loss: 315.9843 - logcount_predictions_loss: 0.4136 214/1644 [==>...........................] - ETA: 7:26 - loss: 321.2266 - logits_profile_predictions_loss: 315.9760 - logcount_predictions_loss: 0.4134 215/1644 [==>...........................] - ETA: 7:26 - loss: 321.2160 - logits_profile_predictions_loss: 315.9674 - logcount_predictions_loss: 0.4133 216/1644 [==>...........................] - ETA: 7:26 - loss: 321.2058 - logits_profile_predictions_loss: 315.9592 - logcount_predictions_loss: 0.4131 217/1644 [==>...........................] - ETA: 7:25 - loss: 321.1964 - logits_profile_predictions_loss: 315.9518 - logcount_predictions_loss: 0.4130 218/1644 [==>...........................] - ETA: 7:25 - loss: 321.1868 - logits_profile_predictions_loss: 315.9442 - logcount_predictions_loss: 0.4128 219/1644 [==>...........................] - ETA: 7:25 - loss: 321.1774 - logits_profile_predictions_loss: 315.9368 - logcount_predictions_loss: 0.4126 220/1644 [===>..........................] - ETA: 7:24 - loss: 321.1682 - logits_profile_predictions_loss: 315.9294 - logcount_predictions_loss: 0.4125 221/1644 [===>..........................] - ETA: 7:24 - loss: 321.1592 - logits_profile_predictions_loss: 315.9224 - logcount_predictions_loss: 0.4123 222/1644 [===>..........................] - ETA: 7:24 - loss: 321.1503 - logits_profile_predictions_loss: 315.9153 - logcount_predictions_loss: 0.4122 223/1644 [===>..........................] - ETA: 7:24 - loss: 321.1410 - logits_profile_predictions_loss: 315.9079 - logcount_predictions_loss: 0.4121 224/1644 [===>..........................] - ETA: 7:23 - loss: 321.1326 - logits_profile_predictions_loss: 315.9014 - logcount_predictions_loss: 0.4119 225/1644 [===>..........................] - ETA: 7:23 - loss: 321.1242 - logits_profile_predictions_loss: 315.8948 - logcount_predictions_loss: 0.4118 226/1644 [===>..........................] - ETA: 7:23 - loss: 321.1157 - logits_profile_predictions_loss: 315.8881 - logcount_predictions_loss: 0.4116 227/1644 [===>..........................] - ETA: 7:22 - loss: 321.1069 - logits_profile_predictions_loss: 315.8811 - logcount_predictions_loss: 0.4115 228/1644 [===>..........................] - ETA: 7:22 - loss: 321.0980 - logits_profile_predictions_loss: 315.8740 - logcount_predictions_loss: 0.4113 229/1644 [===>..........................] - ETA: 7:22 - loss: 321.0898 - logits_profile_predictions_loss: 315.8676 - logcount_predictions_loss: 0.4112 230/1644 [===>..........................] - ETA: 7:21 - loss: 321.0821 - logits_profile_predictions_loss: 315.8616 - logcount_predictions_loss: 0.4111 231/1644 [===>..........................] - ETA: 7:21 - loss: 321.0740 - logits_profile_predictions_loss: 315.8553 - logcount_predictions_loss: 0.4109 232/1644 [===>..........................] - ETA: 7:21 - loss: 321.0656 - logits_profile_predictions_loss: 315.8485 - logcount_predictions_loss: 0.4108 233/1644 [===>..........................] - ETA: 7:20 - loss: 321.0573 - logits_profile_predictions_loss: 315.8420 - logcount_predictions_loss: 0.4107 234/1644 [===>..........................] - ETA: 7:20 - loss: 321.0498 - logits_profile_predictions_loss: 315.8361 - logcount_predictions_loss: 0.4105 235/1644 [===>..........................] - ETA: 7:20 - loss: 321.0427 - logits_profile_predictions_loss: 315.8307 - logcount_predictions_loss: 0.4104 236/1644 [===>..........................] - ETA: 7:20 - loss: 321.0352 - logits_profile_predictions_loss: 315.8248 - logcount_predictions_loss: 0.4103 237/1644 [===>..........................] - ETA: 7:19 - loss: 321.0276 - logits_profile_predictions_loss: 315.8188 - logcount_predictions_loss: 0.4101 238/1644 [===>..........................] - ETA: 7:19 - loss: 321.0202 - logits_profile_predictions_loss: 315.8130 - logcount_predictions_loss: 0.4100 239/1644 [===>..........................] - ETA: 7:19 - loss: 321.0131 - logits_profile_predictions_loss: 315.8075 - logcount_predictions_loss: 0.4099 240/1644 [===>..........................] - ETA: 7:18 - loss: 321.0061 - logits_profile_predictions_loss: 315.8021 - logcount_predictions_loss: 0.4098 241/1644 [===>..........................] - ETA: 7:18 - loss: 320.9988 - logits_profile_predictions_loss: 315.7963 - logcount_predictions_loss: 0.4096 242/1644 [===>..........................] - ETA: 7:18 - loss: 320.9910 - logits_profile_predictions_loss: 315.7901 - logcount_predictions_loss: 0.4095 243/1644 [===>..........................] - ETA: 7:17 - loss: 320.9831 - logits_profile_predictions_loss: 315.7838 - logcount_predictions_loss: 0.4094 244/1644 [===>..........................] - ETA: 7:17 - loss: 320.9758 - logits_profile_predictions_loss: 315.7780 - logcount_predictions_loss: 0.4093 245/1644 [===>..........................] - ETA: 7:17 - loss: 320.9688 - logits_profile_predictions_loss: 315.7726 - logcount_predictions_loss: 0.4091 246/1644 [===>..........................] - ETA: 7:17 - loss: 320.9625 - logits_profile_predictions_loss: 315.7678 - logcount_predictions_loss: 0.4090 247/1644 [===>..........................] - ETA: 7:16 - loss: 320.9558 - logits_profile_predictions_loss: 315.7626 - logcount_predictions_loss: 0.4089 248/1644 [===>..........................] - ETA: 7:16 - loss: 320.9490 - logits_profile_predictions_loss: 315.7574 - logcount_predictions_loss: 0.4088 249/1644 [===>..........................] - ETA: 7:16 - loss: 320.9420 - logits_profile_predictions_loss: 315.7519 - logcount_predictions_loss: 0.4087 250/1644 [===>..........................] - ETA: 7:15 - loss: 320.9358 - logits_profile_predictions_loss: 315.7471 - logcount_predictions_loss: 0.4086 251/1644 [===>..........................] - ETA: 7:15 - loss: 320.9301 - logits_profile_predictions_loss: 315.7429 - logcount_predictions_loss: 0.4084 252/1644 [===>..........................] - ETA: 7:15 - loss: 320.9241 - logits_profile_predictions_loss: 315.7384 - logcount_predictions_loss: 0.4083 253/1644 [===>..........................] - ETA: 7:14 - loss: 320.9176 - logits_profile_predictions_loss: 315.7332 - logcount_predictions_loss: 0.4082 254/1644 [===>..........................] - ETA: 7:14 - loss: 320.9111 - logits_profile_predictions_loss: 315.7282 - logcount_predictions_loss: 0.4081 255/1644 [===>..........................] - ETA: 7:14 - loss: 320.9045 - logits_profile_predictions_loss: 315.7230 - logcount_predictions_loss: 0.4080 256/1644 [===>..........................] - ETA: 7:13 - loss: 320.8981 - logits_profile_predictions_loss: 315.7180 - logcount_predictions_loss: 0.4079 257/1644 [===>..........................] - ETA: 7:13 - loss: 320.8915 - logits_profile_predictions_loss: 315.7128 - logcount_predictions_loss: 0.4078 258/1644 [===>..........................] - ETA: 7:13 - loss: 320.8851 - logits_profile_predictions_loss: 315.7077 - logcount_predictions_loss: 0.4077 259/1644 [===>..........................] - ETA: 7:13 - loss: 320.8784 - logits_profile_predictions_loss: 315.7025 - logcount_predictions_loss: 0.4076 260/1644 [===>..........................] - ETA: 7:12 - loss: 320.8718 - logits_profile_predictions_loss: 315.6972 - logcount_predictions_loss: 0.4074 261/1644 [===>..........................] - ETA: 7:12 - loss: 320.8648 - logits_profile_predictions_loss: 315.6916 - logcount_predictions_loss: 0.4073 262/1644 [===>..........................] - ETA: 7:12 - loss: 320.8577 - logits_profile_predictions_loss: 315.6859 - logcount_predictions_loss: 0.4072 263/1644 [===>..........................] - ETA: 7:11 - loss: 320.8505 - logits_profile_predictions_loss: 315.6801 - logcount_predictions_loss: 0.4071 264/1644 [===>..........................] - ETA: 7:11 - loss: 320.8432 - logits_profile_predictions_loss: 315.6741 - logcount_predictions_loss: 0.4070 265/1644 [===>..........................] - ETA: 7:11 - loss: 320.8358 - logits_profile_predictions_loss: 315.6680 - logcount_predictions_loss: 0.4069 266/1644 [===>..........................] - ETA: 7:10 - loss: 320.8281 - logits_profile_predictions_loss: 315.6616 - logcount_predictions_loss: 0.4068 267/1644 [===>..........................] - ETA: 7:10 - loss: 320.8209 - logits_profile_predictions_loss: 315.6557 - logcount_predictions_loss: 0.4067 268/1644 [===>..........................] - ETA: 7:10 - loss: 320.8138 - logits_profile_predictions_loss: 315.6500 - logcount_predictions_loss: 0.4066 269/1644 [===>..........................] - ETA: 7:10 - loss: 320.8068 - logits_profile_predictions_loss: 315.6443 - logcount_predictions_loss: 0.4065 270/1644 [===>..........................] - ETA: 7:09 - loss: 320.7996 - logits_profile_predictions_loss: 315.6383 - logcount_predictions_loss: 0.4064 271/1644 [===>..........................] - ETA: 7:09 - loss: 320.7927 - logits_profile_predictions_loss: 315.6327 - logcount_predictions_loss: 0.4063 272/1644 [===>..........................] - ETA: 7:09 - loss: 320.7860 - logits_profile_predictions_loss: 315.6273 - logcount_predictions_loss: 0.4062 273/1644 [===>..........................] - ETA: 7:08 - loss: 320.7791 - logits_profile_predictions_loss: 315.6217 - logcount_predictions_loss: 0.4061 274/1644 [====>.........................] - ETA: 7:08 - loss: 320.7727 - logits_profile_predictions_loss: 315.6166 - logcount_predictions_loss: 0.4060 275/1644 [====>.........................] - ETA: 7:08 - loss: 320.7665 - logits_profile_predictions_loss: 315.6116 - logcount_predictions_loss: 0.4059 276/1644 [====>.........................] - ETA: 7:07 - loss: 320.7603 - logits_profile_predictions_loss: 315.6066 - logcount_predictions_loss: 0.4058 277/1644 [====>.........................] - ETA: 7:07 - loss: 320.7539 - logits_profile_predictions_loss: 315.6016 - logcount_predictions_loss: 0.4057 278/1644 [====>.........................] - ETA: 7:07 - loss: 320.7476 - logits_profile_predictions_loss: 315.5964 - logcount_predictions_loss: 0.4056 279/1644 [====>.........................] - ETA: 7:06 - loss: 320.7409 - logits_profile_predictions_loss: 315.5910 - logcount_predictions_loss: 0.4055 280/1644 [====>.........................] - ETA: 7:06 - loss: 320.7346 - logits_profile_predictions_loss: 315.5859 - logcount_predictions_loss: 0.4054 281/1644 [====>.........................] - ETA: 7:06 - loss: 320.7287 - logits_profile_predictions_loss: 315.5812 - logcount_predictions_loss: 0.4053 282/1644 [====>.........................] - ETA: 7:06 - loss: 320.7225 - logits_profile_predictions_loss: 315.5762 - logcount_predictions_loss: 0.4052 283/1644 [====>.........................] - ETA: 7:05 - loss: 320.7168 - logits_profile_predictions_loss: 315.5717 - logcount_predictions_loss: 0.4051 284/1644 [====>.........................] - ETA: 7:05 - loss: 320.7110 - logits_profile_predictions_loss: 315.5670 - logcount_predictions_loss: 0.4050 285/1644 [====>.........................] - ETA: 7:05 - loss: 320.7053 - logits_profile_predictions_loss: 315.5625 - logcount_predictions_loss: 0.4049 286/1644 [====>.........................] - ETA: 7:04 - loss: 320.6996 - logits_profile_predictions_loss: 315.5578 - logcount_predictions_loss: 0.4049 287/1644 [====>.........................] - ETA: 7:04 - loss: 320.6941 - logits_profile_predictions_loss: 315.5534 - logcount_predictions_loss: 0.4048 288/1644 [====>.........................] - ETA: 7:04 - loss: 320.6886 - logits_profile_predictions_loss: 315.5490 - logcount_predictions_loss: 0.4047 289/1644 [====>.........................] - ETA: 7:03 - loss: 320.6832 - logits_profile_predictions_loss: 315.5446 - logcount_predictions_loss: 0.4046 290/1644 [====>.........................] - ETA: 7:03 - loss: 320.6771 - logits_profile_predictions_loss: 315.5396 - logcount_predictions_loss: 0.4045 291/1644 [====>.........................] - ETA: 7:03 - loss: 320.6708 - logits_profile_predictions_loss: 315.5344 - logcount_predictions_loss: 0.4044 292/1644 [====>.........................] - ETA: 7:02 - loss: 320.6647 - logits_profile_predictions_loss: 315.5293 - logcount_predictions_loss: 0.4043 293/1644 [====>.........................] - ETA: 7:02 - loss: 320.6584 - logits_profile_predictions_loss: 315.5242 - logcount_predictions_loss: 0.4043 294/1644 [====>.........................] - ETA: 7:02 - loss: 320.6520 - logits_profile_predictions_loss: 315.5188 - logcount_predictions_loss: 0.4042 295/1644 [====>.........................] - ETA: 7:02 - loss: 320.6454 - logits_profile_predictions_loss: 315.5132 - logcount_predictions_loss: 0.4041 296/1644 [====>.........................] - ETA: 7:01 - loss: 320.6389 - logits_profile_predictions_loss: 315.5078 - logcount_predictions_loss: 0.4040 297/1644 [====>.........................] - ETA: 7:01 - loss: 320.6325 - logits_profile_predictions_loss: 315.5024 - logcount_predictions_loss: 0.4039 298/1644 [====>.........................] - ETA: 7:01 - loss: 320.6261 - logits_profile_predictions_loss: 315.4969 - logcount_predictions_loss: 0.4039 299/1644 [====>.........................] - ETA: 7:00 - loss: 320.6194 - logits_profile_predictions_loss: 315.4913 - logcount_predictions_loss: 0.4038 300/1644 [====>.........................] - ETA: 7:00 - loss: 320.6125 - logits_profile_predictions_loss: 315.4854 - logcount_predictions_loss: 0.4037 301/1644 [====>.........................] - ETA: 7:00 - loss: 320.6055 - logits_profile_predictions_loss: 315.4794 - logcount_predictions_loss: 0.4036 302/1644 [====>.........................] - ETA: 6:59 - loss: 320.5990 - logits_profile_predictions_loss: 315.4738 - logcount_predictions_loss: 0.4035 303/1644 [====>.........................] - ETA: 6:59 - loss: 320.5925 - logits_profile_predictions_loss: 315.4682 - logcount_predictions_loss: 0.4035 304/1644 [====>.........................] - ETA: 6:59 - loss: 320.5856 - logits_profile_predictions_loss: 315.4623 - logcount_predictions_loss: 0.4034 305/1644 [====>.........................] - ETA: 6:59 - loss: 320.5791 - logits_profile_predictions_loss: 315.4567 - logcount_predictions_loss: 0.4033 306/1644 [====>.........................] - ETA: 6:58 - loss: 320.5727 - logits_profile_predictions_loss: 315.4513 - logcount_predictions_loss: 0.4033 307/1644 [====>.........................] - ETA: 6:58 - loss: 320.5664 - logits_profile_predictions_loss: 315.4459 - logcount_predictions_loss: 0.4032 308/1644 [====>.........................] - ETA: 6:58 - loss: 320.5604 - logits_profile_predictions_loss: 315.4408 - logcount_predictions_loss: 0.4031 309/1644 [====>.........................] - ETA: 6:57 - loss: 320.5540 - logits_profile_predictions_loss: 315.4354 - logcount_predictions_loss: 0.4030 310/1644 [====>.........................] - ETA: 6:57 - loss: 320.5482 - logits_profile_predictions_loss: 315.4304 - logcount_predictions_loss: 0.4030 311/1644 [====>.........................] - ETA: 6:57 - loss: 320.5421 - logits_profile_predictions_loss: 315.4252 - logcount_predictions_loss: 0.4029 312/1644 [====>.........................] - ETA: 6:56 - loss: 320.5360 - logits_profile_predictions_loss: 315.4200 - logcount_predictions_loss: 0.4028 313/1644 [====>.........................] - ETA: 6:56 - loss: 320.5297 - logits_profile_predictions_loss: 315.4147 - logcount_predictions_loss: 0.4028 314/1644 [====>.........................] - ETA: 6:56 - loss: 320.5236 - logits_profile_predictions_loss: 315.4094 - logcount_predictions_loss: 0.4027 315/1644 [====>.........................] - ETA: 6:55 - loss: 320.5174 - logits_profile_predictions_loss: 315.4041 - logcount_predictions_loss: 0.4026 316/1644 [====>.........................] - ETA: 6:55 - loss: 320.5110 - logits_profile_predictions_loss: 315.3985 - logcount_predictions_loss: 0.4025 317/1644 [====>.........................] - ETA: 6:55 - loss: 320.5040 - logits_profile_predictions_loss: 315.3925 - logcount_predictions_loss: 0.4025 318/1644 [====>.........................] - ETA: 6:55 - loss: 320.4970 - logits_profile_predictions_loss: 315.3864 - logcount_predictions_loss: 0.4024 319/1644 [====>.........................] - ETA: 6:54 - loss: 320.4899 - logits_profile_predictions_loss: 315.3801 - logcount_predictions_loss: 0.4023 320/1644 [====>.........................] - ETA: 6:54 - loss: 320.4826 - logits_profile_predictions_loss: 315.3738 - logcount_predictions_loss: 0.4023 321/1644 [====>.........................] - ETA: 6:54 - loss: 320.4752 - logits_profile_predictions_loss: 315.3672 - logcount_predictions_loss: 0.4022 322/1644 [====>.........................] - ETA: 6:53 - loss: 320.4678 - logits_profile_predictions_loss: 315.3607 - logcount_predictions_loss: 0.4021 323/1644 [====>.........................] - ETA: 6:53 - loss: 320.4602 - logits_profile_predictions_loss: 315.3540 - logcount_predictions_loss: 0.4021 324/1644 [====>.........................] - ETA: 6:53 - loss: 320.4530 - logits_profile_predictions_loss: 315.3476 - logcount_predictions_loss: 0.4020 325/1644 [====>.........................] - ETA: 6:52 - loss: 320.4458 - logits_profile_predictions_loss: 315.3413 - logcount_predictions_loss: 0.4019 326/1644 [====>.........................] - ETA: 6:52 - loss: 320.4383 - logits_profile_predictions_loss: 315.3347 - logcount_predictions_loss: 0.4019 327/1644 [====>.........................] - ETA: 6:52 - loss: 320.4307 - logits_profile_predictions_loss: 315.3279 - logcount_predictions_loss: 0.4018 328/1644 [====>.........................] - ETA: 6:51 - loss: 320.4227 - logits_profile_predictions_loss: 315.3208 - logcount_predictions_loss: 0.4017 329/1644 [=====>........................] - ETA: 6:51 - loss: 320.4147 - logits_profile_predictions_loss: 315.3136 - logcount_predictions_loss: 0.4017 330/1644 [=====>........................] - ETA: 6:51 - loss: 320.4070 - logits_profile_predictions_loss: 315.3068 - logcount_predictions_loss: 0.4016 331/1644 [=====>........................] - ETA: 6:50 - loss: 320.3996 - logits_profile_predictions_loss: 315.3002 - logcount_predictions_loss: 0.4015 332/1644 [=====>........................] - ETA: 6:50 - loss: 320.3923 - logits_profile_predictions_loss: 315.2937 - logcount_predictions_loss: 0.4015 333/1644 [=====>........................] - ETA: 6:50 - loss: 320.3850 - logits_profile_predictions_loss: 315.2872 - logcount_predictions_loss: 0.4014 334/1644 [=====>........................] - ETA: 6:50 - loss: 320.3775 - logits_profile_predictions_loss: 315.2806 - logcount_predictions_loss: 0.4013 335/1644 [=====>........................] - ETA: 6:49 - loss: 320.3702 - logits_profile_predictions_loss: 315.2741 - logcount_predictions_loss: 0.4013 336/1644 [=====>........................] - ETA: 6:49 - loss: 320.3633 - logits_profile_predictions_loss: 315.2679 - logcount_predictions_loss: 0.4012 337/1644 [=====>........................] - ETA: 6:49 - loss: 320.3562 - logits_profile_predictions_loss: 315.2616 - logcount_predictions_loss: 0.4011 338/1644 [=====>........................] - ETA: 6:48 - loss: 320.3490 - logits_profile_predictions_loss: 315.2551 - logcount_predictions_loss: 0.4011 339/1644 [=====>........................] - ETA: 6:48 - loss: 320.3415 - logits_profile_predictions_loss: 315.2484 - logcount_predictions_loss: 0.4010 340/1644 [=====>........................] - ETA: 6:48 - loss: 320.3341 - logits_profile_predictions_loss: 315.2418 - logcount_predictions_loss: 0.4010 341/1644 [=====>........................] - ETA: 6:47 - loss: 320.3267 - logits_profile_predictions_loss: 315.2352 - logcount_predictions_loss: 0.4009 342/1644 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[..............................] - ETA: 8:26 - loss: 333.4765 - logits_profile_predictions_loss: 329.0348 - logcount_predictions_loss: 0.3497 3/1644 [..............................] - ETA: 8:26 - loss: 329.0514 - logits_profile_predictions_loss: 324.3549 - logcount_predictions_loss: 0.3698 4/1644 [..............................] - ETA: 8:27 - loss: 326.8137 - logits_profile_predictions_loss: 322.0365 - logcount_predictions_loss: 0.3762 5/1644 [..............................] - ETA: 8:26 - loss: 326.3630 - logits_profile_predictions_loss: 321.3048 - logcount_predictions_loss: 0.3983 6/1644 [..............................] - ETA: 8:26 - loss: 326.0348 - logits_profile_predictions_loss: 320.8152 - logcount_predictions_loss: 0.4110 7/1644 [..............................] - ETA: 8:25 - loss: 325.3370 - logits_profile_predictions_loss: 320.0248 - logcount_predictions_loss: 0.4183 8/1644 [..............................] - ETA: 8:26 - loss: 324.1524 - logits_profile_predictions_loss: 318.7715 - logcount_predictions_loss: 0.4237 9/1644 [..............................] - ETA: 8:25 - loss: 323.5854 - logits_profile_predictions_loss: 318.1810 - logcount_predictions_loss: 0.4255 10/1644 [..............................] - ETA: 8:25 - loss: 322.9636 - logits_profile_predictions_loss: 317.5449 - logcount_predictions_loss: 0.4267 11/1644 [..............................] - ETA: 8:25 - loss: 322.2232 - logits_profile_predictions_loss: 316.8002 - logcount_predictions_loss: 0.4270 12/1644 [..............................] - ETA: 8:24 - loss: 321.3619 - logits_profile_predictions_loss: 315.9449 - logcount_predictions_loss: 0.4265 13/1644 [..............................] - ETA: 8:24 - loss: 320.6525 - logits_profile_predictions_loss: 315.2386 - logcount_predictions_loss: 0.4263 14/1644 [..............................] - ETA: 8:24 - loss: 320.0478 - logits_profile_predictions_loss: 314.6474 - logcount_predictions_loss: 0.4252 15/1644 [..............................] - ETA: 8:24 - loss: 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[..............................] - ETA: 8:22 - loss: 317.6858 - logits_profile_predictions_loss: 312.4103 - logcount_predictions_loss: 0.4154 23/1644 [..............................] - ETA: 8:22 - loss: 317.4449 - logits_profile_predictions_loss: 312.1854 - logcount_predictions_loss: 0.4141 24/1644 [..............................] - ETA: 8:21 - loss: 317.2336 - logits_profile_predictions_loss: 311.9878 - logcount_predictions_loss: 0.4131 25/1644 [..............................] - ETA: 8:21 - loss: 317.0465 - logits_profile_predictions_loss: 311.8144 - logcount_predictions_loss: 0.4120 26/1644 [..............................] - ETA: 8:21 - loss: 316.8329 - logits_profile_predictions_loss: 311.6150 - logcount_predictions_loss: 0.4109 27/1644 [..............................] - ETA: 8:21 - loss: 316.6470 - logits_profile_predictions_loss: 311.4439 - logcount_predictions_loss: 0.4097 28/1644 [..............................] - ETA: 8:20 - loss: 316.5332 - logits_profile_predictions_loss: 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[>.............................] - ETA: 8:13 - loss: 314.2775 - logits_profile_predictions_loss: 309.3346 - logcount_predictions_loss: 0.3892 56/1644 [>.............................] - ETA: 8:13 - loss: 314.2201 - logits_profile_predictions_loss: 309.2847 - logcount_predictions_loss: 0.3886 57/1644 [>.............................] - ETA: 8:12 - loss: 314.1635 - logits_profile_predictions_loss: 309.2353 - logcount_predictions_loss: 0.3880 58/1644 [>.............................] - ETA: 8:12 - loss: 314.1073 - logits_profile_predictions_loss: 309.1862 - logcount_predictions_loss: 0.3875 59/1644 [>.............................] - ETA: 8:12 - loss: 314.0464 - logits_profile_predictions_loss: 309.1322 - logcount_predictions_loss: 0.3869 60/1644 [>.............................] - ETA: 8:12 - loss: 313.9826 - logits_profile_predictions_loss: 309.0754 - logcount_predictions_loss: 0.3864 61/1644 [>.............................] - ETA: 8:11 - loss: 313.9290 - logits_profile_predictions_loss: 309.0284 - logcount_predictions_loss: 0.3859 62/1644 [>.............................] - ETA: 8:11 - loss: 313.8861 - logits_profile_predictions_loss: 308.9921 - logcount_predictions_loss: 0.3854 63/1644 [>.............................] - ETA: 8:11 - loss: 313.8457 - logits_profile_predictions_loss: 308.9581 - logcount_predictions_loss: 0.3849 64/1644 [>.............................] - ETA: 8:10 - loss: 313.8034 - logits_profile_predictions_loss: 308.9223 - logcount_predictions_loss: 0.3843 65/1644 [>.............................] - ETA: 8:10 - loss: 313.7634 - logits_profile_predictions_loss: 308.8888 - logcount_predictions_loss: 0.3838 66/1644 [>.............................] - ETA: 8:10 - loss: 313.7325 - logits_profile_predictions_loss: 308.8642 - logcount_predictions_loss: 0.3833 67/1644 [>.............................] - ETA: 8:09 - loss: 313.7043 - logits_profile_predictions_loss: 308.8423 - logcount_predictions_loss: 0.3828 68/1644 [>.............................] - ETA: 8:09 - 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75/1644 [>.............................] - ETA: 8:07 - loss: 313.5192 - logits_profile_predictions_loss: 308.6980 - logcount_predictions_loss: 0.3796 76/1644 [>.............................] - ETA: 8:07 - loss: 313.4943 - logits_profile_predictions_loss: 308.6776 - logcount_predictions_loss: 0.3793 77/1644 [>.............................] - ETA: 8:07 - loss: 313.4698 - logits_profile_predictions_loss: 308.6573 - logcount_predictions_loss: 0.3789 78/1644 [>.............................] - ETA: 8:06 - loss: 313.4448 - logits_profile_predictions_loss: 308.6363 - logcount_predictions_loss: 0.3786 79/1644 [>.............................] - ETA: 8:06 - loss: 313.4192 - logits_profile_predictions_loss: 308.6147 - logcount_predictions_loss: 0.3783 80/1644 [>.............................] - ETA: 8:06 - loss: 313.3949 - logits_profile_predictions_loss: 308.5942 - logcount_predictions_loss: 0.3780 81/1644 [>.............................] - ETA: 8:05 - loss: 313.3656 - 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[>.............................] - ETA: 8:03 - loss: 313.2248 - logits_profile_predictions_loss: 308.4491 - logcount_predictions_loss: 0.3760 89/1644 [>.............................] - ETA: 8:03 - loss: 313.2078 - logits_profile_predictions_loss: 308.4345 - logcount_predictions_loss: 0.3759 90/1644 [>.............................] - ETA: 8:03 - loss: 313.1880 - logits_profile_predictions_loss: 308.4170 - logcount_predictions_loss: 0.3757 91/1644 [>.............................] - ETA: 8:03 - loss: 313.1684 - logits_profile_predictions_loss: 308.3993 - logcount_predictions_loss: 0.3755 92/1644 [>.............................] - ETA: 8:02 - loss: 313.1484 - logits_profile_predictions_loss: 308.3813 - logcount_predictions_loss: 0.3754 93/1644 [>.............................] - ETA: 8:02 - loss: 313.1286 - logits_profile_predictions_loss: 308.3635 - logcount_predictions_loss: 0.3752 94/1644 [>.............................] - ETA: 8:02 - loss: 313.1105 - logits_profile_predictions_loss: 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[====>.........................] - ETA: 6:55 - loss: 314.4011 - logits_profile_predictions_loss: 309.7187 - logcount_predictions_loss: 0.3687 317/1644 [====>.........................] - ETA: 6:55 - loss: 314.4060 - logits_profile_predictions_loss: 309.7237 - logcount_predictions_loss: 0.3687 318/1644 [====>.........................] - ETA: 6:54 - loss: 314.4109 - logits_profile_predictions_loss: 309.7287 - logcount_predictions_loss: 0.3687 319/1644 [====>.........................] - ETA: 6:54 - loss: 314.4158 - logits_profile_predictions_loss: 309.7337 - logcount_predictions_loss: 0.3687 320/1644 [====>.........................] - ETA: 6:54 - loss: 314.4209 - logits_profile_predictions_loss: 309.7390 - logcount_predictions_loss: 0.3687 321/1644 [====>.........................] - ETA: 6:53 - loss: 314.4257 - logits_profile_predictions_loss: 309.7439 - logcount_predictions_loss: 0.3686 322/1644 [====>.........................] - ETA: 6:53 - loss: 314.4304 - 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[=====>........................] - ETA: 6:51 - loss: 314.4606 - logits_profile_predictions_loss: 309.7799 - logcount_predictions_loss: 0.3686 330/1644 [=====>........................] - ETA: 6:51 - loss: 314.4650 - logits_profile_predictions_loss: 309.7844 - logcount_predictions_loss: 0.3686 331/1644 [=====>........................] - ETA: 6:50 - loss: 314.4698 - logits_profile_predictions_loss: 309.7892 - logcount_predictions_loss: 0.3685 332/1644 [=====>........................] - ETA: 6:50 - loss: 314.4748 - logits_profile_predictions_loss: 309.7944 - logcount_predictions_loss: 0.3685 333/1644 [=====>........................] - ETA: 6:50 - loss: 314.4797 - logits_profile_predictions_loss: 309.7994 - logcount_predictions_loss: 0.3685 334/1644 [=====>........................] - ETA: 6:49 - loss: 314.4847 - logits_profile_predictions_loss: 309.8045 - logcount_predictions_loss: 0.3685 335/1644 [=====>........................] - ETA: 6:49 - loss: 314.4895 - 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[=====>........................] - ETA: 6:47 - loss: 314.5246 - logits_profile_predictions_loss: 309.8452 - logcount_predictions_loss: 0.3685 343/1644 [=====>........................] - ETA: 6:47 - loss: 314.5296 - logits_profile_predictions_loss: 309.8503 - logcount_predictions_loss: 0.3684 344/1644 [=====>........................] - ETA: 6:46 - loss: 314.5342 - logits_profile_predictions_loss: 309.8551 - logcount_predictions_loss: 0.3684 345/1644 [=====>........................] - ETA: 6:46 - loss: 314.5390 - logits_profile_predictions_loss: 309.8600 - logcount_predictions_loss: 0.3684 346/1644 [=====>........................] - ETA: 6:46 - loss: 314.5437 - logits_profile_predictions_loss: 309.8648 - logcount_predictions_loss: 0.3684 347/1644 [=====>........................] - ETA: 6:45 - loss: 314.5487 - logits_profile_predictions_loss: 309.8699 - logcount_predictions_loss: 0.3684 348/1644 [=====>........................] - ETA: 6:45 - loss: 314.5538 - 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[=====>........................] - ETA: 6:43 - loss: 314.5876 - logits_profile_predictions_loss: 309.9098 - logcount_predictions_loss: 0.3683 356/1644 [=====>........................] - ETA: 6:43 - loss: 314.5918 - logits_profile_predictions_loss: 309.9141 - logcount_predictions_loss: 0.3683 357/1644 [=====>........................] - ETA: 6:42 - loss: 314.5960 - logits_profile_predictions_loss: 309.9183 - logcount_predictions_loss: 0.3683 358/1644 [=====>........................] - ETA: 6:42 - loss: 314.5998 - logits_profile_predictions_loss: 309.9223 - logcount_predictions_loss: 0.3683 359/1644 [=====>........................] - ETA: 6:42 - loss: 314.6036 - logits_profile_predictions_loss: 309.9262 - logcount_predictions_loss: 0.3683 360/1644 [=====>........................] - ETA: 6:41 - loss: 314.6072 - logits_profile_predictions_loss: 309.9300 - logcount_predictions_loss: 0.3683 361/1644 [=====>........................] - ETA: 6:41 - loss: 314.6110 - 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[=====>........................] - ETA: 6:39 - loss: 314.6376 - logits_profile_predictions_loss: 309.9615 - logcount_predictions_loss: 0.3682 369/1644 [=====>........................] - ETA: 6:38 - loss: 314.6413 - logits_profile_predictions_loss: 309.9652 - logcount_predictions_loss: 0.3682 370/1644 [=====>........................] - ETA: 6:38 - loss: 314.6451 - logits_profile_predictions_loss: 309.9692 - logcount_predictions_loss: 0.3682 371/1644 [=====>........................] - ETA: 6:38 - loss: 314.6490 - logits_profile_predictions_loss: 309.9732 - logcount_predictions_loss: 0.3682 372/1644 [=====>........................] - ETA: 6:38 - loss: 314.6526 - logits_profile_predictions_loss: 309.9770 - logcount_predictions_loss: 0.3682 373/1644 [=====>........................] - ETA: 6:37 - loss: 314.6563 - logits_profile_predictions_loss: 309.9809 - logcount_predictions_loss: 0.3681 374/1644 [=====>........................] - ETA: 6:37 - loss: 314.6600 - 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1636/1644 [============================>.] - ETA: 2s - loss: 315.6074 - logits_profile_predictions_loss: 311.0238 - logcount_predictions_loss: 0.3609 1637/1644 [============================>.] - ETA: 2s - loss: 315.6073 - logits_profile_predictions_loss: 311.0237 - logcount_predictions_loss: 0.3609 1638/1644 [============================>.] - ETA: 1s - loss: 315.6072 - logits_profile_predictions_loss: 311.0236 - logcount_predictions_loss: 0.3609 1639/1644 [============================>.] - ETA: 1s - loss: 315.6071 - logits_profile_predictions_loss: 311.0235 - logcount_predictions_loss: 0.3609 1640/1644 [============================>.] - ETA: 1s - loss: 315.6070 - logits_profile_predictions_loss: 311.0235 - logcount_predictions_loss: 0.3609 1641/1644 [============================>.] - ETA: 0s - loss: 315.6069 - logits_profile_predictions_loss: 311.0234 - logcount_predictions_loss: 0.3609 1642/1644 [============================>.] - ETA: 0s - loss: 315.6068 - logits_profile_predictions_loss: 311.0234 - logcount_predictions_loss: 0.3609 1643/1644 [============================>.] - ETA: 0s - loss: 315.6067 - logits_profile_predictions_loss: 311.0233 - logcount_predictions_loss: 0.3609 1644/1644 [==============================] - ETA: 0s - loss: 315.6066 - logits_profile_predictions_loss: 311.0232 - logcount_predictions_loss: 0.3609 1644/1644 [==============================] - 537s 326ms/step - loss: 315.6065 - logits_profile_predictions_loss: 311.0231 - logcount_predictions_loss: 0.3609 - val_loss: 331.2956 - val_logits_profile_predictions_loss: 326.8527 - val_logcount_predictions_loss: 0.3498 Epoch 00005: val_loss improved from 333.95654 to 331.29562, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR237VSF//chrombpnet_model_feb15_fold_3/chrombpnet.h5 Epoch 6/50 1/1644 [..............................] - ETA: 8:40 - loss: 363.5859 - logits_profile_predictions_loss: 360.1137 - logcount_predictions_loss: 0.2734 2/1644 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- logcount_predictions_loss: 0.3151 9/1644 [..............................] - ETA: 8:25 - loss: 332.7647 - logits_profile_predictions_loss: 328.7347 - logcount_predictions_loss: 0.3173 10/1644 [..............................] - ETA: 8:25 - loss: 332.0263 - logits_profile_predictions_loss: 327.9619 - logcount_predictions_loss: 0.3200 11/1644 [..............................] - ETA: 8:24 - loss: 331.2453 - logits_profile_predictions_loss: 327.1599 - logcount_predictions_loss: 0.3217 12/1644 [..............................] - ETA: 8:24 - loss: 330.5149 - logits_profile_predictions_loss: 326.4206 - logcount_predictions_loss: 0.3224 13/1644 [..............................] - ETA: 8:24 - loss: 330.0606 - logits_profile_predictions_loss: 325.9539 - logcount_predictions_loss: 0.3234 14/1644 [..............................] - ETA: 8:24 - loss: 329.5276 - logits_profile_predictions_loss: 325.4092 - logcount_predictions_loss: 0.3243 15/1644 [..............................] - ETA: 8:23 - loss: 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[..............................] - ETA: 8:22 - loss: 325.6225 - logits_profile_predictions_loss: 321.4392 - logcount_predictions_loss: 0.3294 23/1644 [..............................] - ETA: 8:22 - loss: 325.2441 - logits_profile_predictions_loss: 321.0547 - logcount_predictions_loss: 0.3299 24/1644 [..............................] - ETA: 8:21 - loss: 324.8780 - logits_profile_predictions_loss: 320.6850 - logcount_predictions_loss: 0.3302 25/1644 [..............................] - ETA: 8:21 - loss: 324.4979 - logits_profile_predictions_loss: 320.3008 - logcount_predictions_loss: 0.3305 26/1644 [..............................] - ETA: 8:21 - loss: 324.1269 - logits_profile_predictions_loss: 319.9263 - logcount_predictions_loss: 0.3308 27/1644 [..............................] - ETA: 8:21 - loss: 323.7387 - logits_profile_predictions_loss: 319.5351 - logcount_predictions_loss: 0.3310 28/1644 [..............................] - ETA: 8:20 - loss: 323.4004 - logits_profile_predictions_loss: 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[>.............................] - ETA: 8:13 - loss: 318.9078 - logits_profile_predictions_loss: 314.6606 - logcount_predictions_loss: 0.3344 56/1644 [>.............................] - ETA: 8:13 - loss: 318.8222 - logits_profile_predictions_loss: 314.5723 - logcount_predictions_loss: 0.3346 57/1644 [>.............................] - ETA: 8:12 - loss: 318.7450 - logits_profile_predictions_loss: 314.4927 - logcount_predictions_loss: 0.3348 58/1644 [>.............................] - ETA: 8:12 - loss: 318.6753 - logits_profile_predictions_loss: 314.4208 - logcount_predictions_loss: 0.3350 59/1644 [>.............................] - ETA: 8:12 - loss: 318.6042 - logits_profile_predictions_loss: 314.3478 - logcount_predictions_loss: 0.3352 60/1644 [>.............................] - ETA: 8:11 - loss: 318.5372 - logits_profile_predictions_loss: 314.2791 - logcount_predictions_loss: 0.3353 61/1644 [>.............................] - ETA: 8:11 - loss: 318.4788 - logits_profile_predictions_loss: 314.2191 - logcount_predictions_loss: 0.3354 62/1644 [>.............................] - ETA: 8:11 - loss: 318.4216 - logits_profile_predictions_loss: 314.1605 - logcount_predictions_loss: 0.3355 63/1644 [>.............................] - ETA: 8:11 - loss: 318.3630 - logits_profile_predictions_loss: 314.1005 - logcount_predictions_loss: 0.3356 64/1644 [>.............................] - ETA: 8:10 - loss: 318.3014 - logits_profile_predictions_loss: 314.0380 - logcount_predictions_loss: 0.3357 65/1644 [>.............................] - ETA: 8:10 - loss: 318.2364 - logits_profile_predictions_loss: 313.9723 - logcount_predictions_loss: 0.3358 66/1644 [>.............................] - ETA: 8:10 - loss: 318.1856 - logits_profile_predictions_loss: 313.9207 - logcount_predictions_loss: 0.3358 67/1644 [>.............................] - ETA: 8:09 - loss: 318.1435 - logits_profile_predictions_loss: 313.8777 - logcount_predictions_loss: 0.3359 68/1644 [>.............................] - ETA: 8:09 - 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[>.............................] - ETA: 8:03 - loss: 317.3620 - logits_profile_predictions_loss: 313.0785 - logcount_predictions_loss: 0.3373 89/1644 [>.............................] - ETA: 8:03 - loss: 317.3300 - logits_profile_predictions_loss: 313.0457 - logcount_predictions_loss: 0.3374 90/1644 [>.............................] - ETA: 8:03 - loss: 317.3034 - logits_profile_predictions_loss: 313.0180 - logcount_predictions_loss: 0.3374 91/1644 [>.............................] - ETA: 8:02 - loss: 317.2779 - logits_profile_predictions_loss: 312.9913 - logcount_predictions_loss: 0.3375 92/1644 [>.............................] - ETA: 8:02 - loss: 317.2563 - logits_profile_predictions_loss: 312.9687 - logcount_predictions_loss: 0.3376 93/1644 [>.............................] - ETA: 8:02 - loss: 317.2378 - logits_profile_predictions_loss: 312.9493 - logcount_predictions_loss: 0.3377 94/1644 [>.............................] - ETA: 8:02 - loss: 317.2216 - logits_profile_predictions_loss: 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- loss: 317.1104 - logits_profile_predictions_loss: 312.8174 - logcount_predictions_loss: 0.3380 102/1644 [>.............................] - ETA: 7:59 - loss: 317.0950 - logits_profile_predictions_loss: 312.8018 - logcount_predictions_loss: 0.3381 103/1644 [>.............................] - ETA: 7:59 - loss: 317.0822 - logits_profile_predictions_loss: 312.7886 - logcount_predictions_loss: 0.3381 104/1644 [>.............................] - ETA: 7:59 - loss: 317.0685 - logits_profile_predictions_loss: 312.7746 - logcount_predictions_loss: 0.3381 105/1644 [>.............................] - ETA: 7:58 - loss: 317.0548 - logits_profile_predictions_loss: 312.7605 - logcount_predictions_loss: 0.3381 106/1644 [>.............................] - ETA: 7:58 - loss: 317.0415 - logits_profile_predictions_loss: 312.7469 - logcount_predictions_loss: 0.3382 107/1644 [>.............................] - ETA: 7:58 - loss: 317.0246 - logits_profile_predictions_loss: 312.7299 - logcount_predictions_loss: 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[=>............................] - ETA: 7:54 - loss: 316.7749 - logits_profile_predictions_loss: 312.4749 - logcount_predictions_loss: 0.3386 122/1644 [=>............................] - ETA: 7:53 - loss: 316.7565 - logits_profile_predictions_loss: 312.4560 - logcount_predictions_loss: 0.3386 123/1644 [=>............................] - ETA: 7:53 - loss: 316.7396 - logits_profile_predictions_loss: 312.4383 - logcount_predictions_loss: 0.3387 124/1644 [=>............................] - ETA: 7:53 - loss: 316.7233 - logits_profile_predictions_loss: 312.4215 - logcount_predictions_loss: 0.3387 125/1644 [=>............................] - ETA: 7:53 - loss: 316.7068 - logits_profile_predictions_loss: 312.4044 - logcount_predictions_loss: 0.3388 126/1644 [=>............................] - ETA: 7:52 - loss: 316.6921 - logits_profile_predictions_loss: 312.3892 - logcount_predictions_loss: 0.3388 127/1644 [=>............................] - ETA: 7:52 - loss: 316.6766 - 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[=====>........................] - ETA: 6:47 - loss: 315.4617 - logits_profile_predictions_loss: 311.1122 - logcount_predictions_loss: 0.3425 343/1644 [=====>........................] - ETA: 6:47 - loss: 315.4593 - logits_profile_predictions_loss: 311.1097 - logcount_predictions_loss: 0.3425 344/1644 [=====>........................] - ETA: 6:46 - loss: 315.4570 - logits_profile_predictions_loss: 311.1074 - logcount_predictions_loss: 0.3425 345/1644 [=====>........................] - ETA: 6:46 - loss: 315.4546 - logits_profile_predictions_loss: 311.1049 - logcount_predictions_loss: 0.3425 346/1644 [=====>........................] - ETA: 6:46 - loss: 315.4522 - logits_profile_predictions_loss: 311.1024 - logcount_predictions_loss: 0.3425 347/1644 [=====>........................] - ETA: 6:45 - loss: 315.4498 - logits_profile_predictions_loss: 311.1000 - logcount_predictions_loss: 0.3425 348/1644 [=====>........................] - ETA: 6:45 - loss: 315.4475 - 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[=====>........................] - ETA: 6:39 - loss: 315.4051 - logits_profile_predictions_loss: 311.0547 - logcount_predictions_loss: 0.3425 369/1644 [=====>........................] - ETA: 6:39 - loss: 315.4030 - logits_profile_predictions_loss: 311.0527 - logcount_predictions_loss: 0.3425 370/1644 [=====>........................] - ETA: 6:38 - loss: 315.4008 - logits_profile_predictions_loss: 311.0505 - logcount_predictions_loss: 0.3425 371/1644 [=====>........................] - ETA: 6:38 - loss: 315.3984 - logits_profile_predictions_loss: 311.0481 - logcount_predictions_loss: 0.3425 372/1644 [=====>........................] - ETA: 6:38 - loss: 315.3959 - logits_profile_predictions_loss: 311.0456 - logcount_predictions_loss: 0.3425 373/1644 [=====>........................] - ETA: 6:37 - loss: 315.3935 - logits_profile_predictions_loss: 311.0433 - logcount_predictions_loss: 0.3425 374/1644 [=====>........................] - ETA: 6:37 - loss: 315.3909 - 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[..............................] - ETA: 8:24 - loss: 312.0586 - logits_profile_predictions_loss: 307.9177 - logcount_predictions_loss: 0.3261 3/1644 [..............................] - ETA: 8:24 - loss: 312.2256 - logits_profile_predictions_loss: 308.0825 - logcount_predictions_loss: 0.3262 4/1644 [..............................] - ETA: 8:25 - loss: 312.9875 - logits_profile_predictions_loss: 308.7038 - logcount_predictions_loss: 0.3373 5/1644 [..............................] - ETA: 8:25 - loss: 314.2684 - logits_profile_predictions_loss: 309.8768 - logcount_predictions_loss: 0.3458 6/1644 [..............................] - ETA: 8:25 - loss: 315.1234 - logits_profile_predictions_loss: 310.7057 - logcount_predictions_loss: 0.3478 7/1644 [..............................] - ETA: 8:25 - loss: 314.7130 - logits_profile_predictions_loss: 310.2655 - logcount_predictions_loss: 0.3502 8/1644 [..............................] - ETA: 8:25 - loss: 313.9014 - logits_profile_predictions_loss: 309.4522 - logcount_predictions_loss: 0.3503 9/1644 [..............................] - ETA: 8:24 - loss: 312.7535 - logits_profile_predictions_loss: 308.3060 - logcount_predictions_loss: 0.3502 10/1644 [..............................] - ETA: 8:24 - loss: 311.9428 - logits_profile_predictions_loss: 307.5027 - logcount_predictions_loss: 0.3496 11/1644 [..............................] - ETA: 8:24 - loss: 311.7441 - logits_profile_predictions_loss: 307.3003 - logcount_predictions_loss: 0.3499 12/1644 [..............................] - ETA: 8:24 - loss: 311.3072 - logits_profile_predictions_loss: 306.8679 - logcount_predictions_loss: 0.3496 13/1644 [..............................] - ETA: 8:23 - loss: 310.9446 - logits_profile_predictions_loss: 306.5048 - logcount_predictions_loss: 0.3496 14/1644 [..............................] - ETA: 8:23 - loss: 310.7462 - logits_profile_predictions_loss: 306.3122 - logcount_predictions_loss: 0.3491 15/1644 [..............................] - ETA: 8:23 - loss: 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[====>.........................] - ETA: 7:07 - loss: 310.7779 - logits_profile_predictions_loss: 306.6651 - logcount_predictions_loss: 0.3238 278/1644 [====>.........................] - ETA: 7:06 - loss: 310.7802 - logits_profile_predictions_loss: 306.6676 - logcount_predictions_loss: 0.3238 279/1644 [====>.........................] - ETA: 7:06 - loss: 310.7824 - logits_profile_predictions_loss: 306.6698 - logcount_predictions_loss: 0.3238 280/1644 [====>.........................] - ETA: 7:06 - loss: 310.7848 - logits_profile_predictions_loss: 306.6723 - logcount_predictions_loss: 0.3238 281/1644 [====>.........................] - ETA: 7:06 - loss: 310.7867 - logits_profile_predictions_loss: 306.6744 - logcount_predictions_loss: 0.3238 282/1644 [====>.........................] - ETA: 7:05 - loss: 310.7884 - logits_profile_predictions_loss: 306.6762 - logcount_predictions_loss: 0.3238 283/1644 [====>.........................] - ETA: 7:05 - loss: 310.7905 - 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[..............................] - ETA: 8:24 - loss: 307.1872 - logits_profile_predictions_loss: 303.4038 - logcount_predictions_loss: 0.2979 3/1644 [..............................] - ETA: 8:23 - loss: 312.2143 - logits_profile_predictions_loss: 308.4630 - logcount_predictions_loss: 0.2954 4/1644 [..............................] - ETA: 8:24 - loss: 313.8978 - logits_profile_predictions_loss: 310.1618 - logcount_predictions_loss: 0.2942 5/1644 [..............................] - ETA: 8:24 - loss: 313.2824 - logits_profile_predictions_loss: 309.4909 - logcount_predictions_loss: 0.2985 6/1644 [..............................] - ETA: 8:23 - loss: 312.5368 - logits_profile_predictions_loss: 308.7136 - logcount_predictions_loss: 0.3010 7/1644 [..............................] - ETA: 8:23 - loss: 312.9106 - logits_profile_predictions_loss: 309.0395 - logcount_predictions_loss: 0.3048 8/1644 [..............................] - ETA: 8:23 - loss: 313.0220 - logits_profile_predictions_loss: 309.1230 - logcount_predictions_loss: 0.3070 9/1644 [..............................] - ETA: 8:23 - loss: 313.0477 - logits_profile_predictions_loss: 309.1134 - logcount_predictions_loss: 0.3098 10/1644 [..............................] - ETA: 8:23 - loss: 312.5621 - logits_profile_predictions_loss: 308.6045 - logcount_predictions_loss: 0.3116 11/1644 [..............................] - ETA: 8:22 - loss: 312.1205 - logits_profile_predictions_loss: 308.1376 - logcount_predictions_loss: 0.3136 12/1644 [..............................] - ETA: 8:22 - loss: 311.4701 - logits_profile_predictions_loss: 307.4639 - logcount_predictions_loss: 0.3154 13/1644 [..............................] - ETA: 8:22 - loss: 310.9333 - logits_profile_predictions_loss: 306.9063 - logcount_predictions_loss: 0.3171 14/1644 [..............................] - ETA: 8:22 - loss: 310.5345 - logits_profile_predictions_loss: 306.4873 - logcount_predictions_loss: 0.3187 15/1644 [..............................] - ETA: 8:21 - loss: 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[..............................] - ETA: 8:19 - loss: 309.7826 - logits_profile_predictions_loss: 305.6616 - logcount_predictions_loss: 0.3245 23/1644 [..............................] - ETA: 8:19 - loss: 309.7873 - logits_profile_predictions_loss: 305.6684 - logcount_predictions_loss: 0.3243 24/1644 [..............................] - ETA: 8:19 - loss: 309.7703 - logits_profile_predictions_loss: 305.6545 - logcount_predictions_loss: 0.3241 25/1644 [..............................] - ETA: 8:19 - loss: 309.7413 - logits_profile_predictions_loss: 305.6279 - logcount_predictions_loss: 0.3239 26/1644 [..............................] - ETA: 8:18 - loss: 309.7006 - logits_profile_predictions_loss: 305.5882 - logcount_predictions_loss: 0.3238 27/1644 [..............................] - ETA: 8:18 - loss: 309.6422 - logits_profile_predictions_loss: 305.5316 - logcount_predictions_loss: 0.3237 28/1644 [..............................] - ETA: 8:18 - loss: 309.5442 - logits_profile_predictions_loss: 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[====>.........................] - ETA: 7:05 - loss: 307.8107 - logits_profile_predictions_loss: 303.9421 - logcount_predictions_loss: 0.3046 278/1644 [====>.........................] - ETA: 7:04 - loss: 307.8123 - logits_profile_predictions_loss: 303.9439 - logcount_predictions_loss: 0.3046 279/1644 [====>.........................] - ETA: 7:04 - loss: 307.8147 - logits_profile_predictions_loss: 303.9464 - logcount_predictions_loss: 0.3046 280/1644 [====>.........................] - ETA: 7:04 - loss: 307.8169 - logits_profile_predictions_loss: 303.9488 - logcount_predictions_loss: 0.3046 281/1644 [====>.........................] - ETA: 7:03 - loss: 307.8193 - logits_profile_predictions_loss: 303.9514 - logcount_predictions_loss: 0.3046 282/1644 [====>.........................] - ETA: 7:03 - loss: 307.8215 - logits_profile_predictions_loss: 303.9537 - logcount_predictions_loss: 0.3045 283/1644 [====>.........................] - ETA: 7:03 - loss: 307.8234 - 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[===========================>..] - ETA: 20s - loss: 309.5944 - logits_profile_predictions_loss: 305.7047 - logcount_predictions_loss: 0.3063 1578/1644 [===========================>..] - ETA: 20s - loss: 309.5949 - logits_profile_predictions_loss: 305.7051 - logcount_predictions_loss: 0.3063 1579/1644 [===========================>..] - ETA: 20s - loss: 309.5953 - logits_profile_predictions_loss: 305.7056 - logcount_predictions_loss: 0.3063 1580/1644 [===========================>..] - ETA: 19s - loss: 309.5958 - logits_profile_predictions_loss: 305.7060 - logcount_predictions_loss: 0.3063 1581/1644 [===========================>..] - ETA: 19s - loss: 309.5962 - logits_profile_predictions_loss: 305.7065 - logcount_predictions_loss: 0.3063 1582/1644 [===========================>..] - ETA: 19s - loss: 309.5967 - logits_profile_predictions_loss: 305.7070 - logcount_predictions_loss: 0.3063 1583/1644 [===========================>..] - ETA: 19s - loss: 309.5972 - 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[============================>.] - ETA: 16s - loss: 309.6003 - logits_profile_predictions_loss: 305.7107 - logcount_predictions_loss: 0.3063 1591/1644 [============================>.] - ETA: 16s - loss: 309.6007 - logits_profile_predictions_loss: 305.7111 - logcount_predictions_loss: 0.3063 1592/1644 [============================>.] - ETA: 16s - loss: 309.6012 - logits_profile_predictions_loss: 305.7116 - logcount_predictions_loss: 0.3063 1593/1644 [============================>.] - ETA: 15s - loss: 309.6016 - logits_profile_predictions_loss: 305.7120 - logcount_predictions_loss: 0.3063 1594/1644 [============================>.] - ETA: 15s - loss: 309.6021 - logits_profile_predictions_loss: 305.7125 - logcount_predictions_loss: 0.3063 1595/1644 [============================>.] - ETA: 15s - loss: 309.6025 - logits_profile_predictions_loss: 305.7129 - logcount_predictions_loss: 0.3063 1596/1644 [============================>.] - ETA: 14s - loss: 309.6029 - logits_profile_predictions_loss: 305.7134 - logcount_predictions_loss: 0.3063 1597/1644 [============================>.] - ETA: 14s - loss: 309.6034 - logits_profile_predictions_loss: 305.7138 - logcount_predictions_loss: 0.3063 1598/1644 [============================>.] - ETA: 14s - loss: 309.6038 - logits_profile_predictions_loss: 305.7143 - logcount_predictions_loss: 0.3063 1599/1644 [============================>.] - ETA: 14s - loss: 309.6042 - logits_profile_predictions_loss: 305.7147 - logcount_predictions_loss: 0.3063 1600/1644 [============================>.] - ETA: 13s - loss: 309.6047 - logits_profile_predictions_loss: 305.7152 - logcount_predictions_loss: 0.3063 1601/1644 [============================>.] - ETA: 13s - loss: 309.6051 - logits_profile_predictions_loss: 305.7156 - logcount_predictions_loss: 0.3063 1602/1644 [============================>.] - ETA: 13s - loss: 309.6056 - logits_profile_predictions_loss: 305.7161 - logcount_predictions_loss: 0.3063 1603/1644 [============================>.] - ETA: 12s - loss: 309.6060 - logits_profile_predictions_loss: 305.7165 - logcount_predictions_loss: 0.3063 1604/1644 [============================>.] - ETA: 12s - loss: 309.6064 - logits_profile_predictions_loss: 305.7170 - logcount_predictions_loss: 0.3063 1605/1644 [============================>.] - ETA: 12s - loss: 309.6069 - logits_profile_predictions_loss: 305.7174 - logcount_predictions_loss: 0.3063 1606/1644 [============================>.] - ETA: 11s - loss: 309.6073 - logits_profile_predictions_loss: 305.7179 - logcount_predictions_loss: 0.3063 1607/1644 [============================>.] - ETA: 11s - loss: 309.6078 - logits_profile_predictions_loss: 305.7184 - logcount_predictions_loss: 0.3063 1608/1644 [============================>.] - ETA: 11s - loss: 309.6082 - logits_profile_predictions_loss: 305.7188 - logcount_predictions_loss: 0.3062 1609/1644 [============================>.] - ETA: 10s - loss: 309.6087 - logits_profile_predictions_loss: 305.7193 - logcount_predictions_loss: 0.3062 1610/1644 [============================>.] - ETA: 10s - loss: 309.6091 - logits_profile_predictions_loss: 305.7197 - logcount_predictions_loss: 0.3062 1611/1644 [============================>.] - ETA: 10s - loss: 309.6096 - logits_profile_predictions_loss: 305.7202 - logcount_predictions_loss: 0.3062 1612/1644 [============================>.] - ETA: 9s - loss: 309.6100 - logits_profile_predictions_loss: 305.7207 - logcount_predictions_loss: 0.3062  1613/1644 [============================>.] - ETA: 9s - loss: 309.6105 - logits_profile_predictions_loss: 305.7211 - logcount_predictions_loss: 0.3062 1614/1644 [============================>.] - ETA: 9s - loss: 309.6109 - logits_profile_predictions_loss: 305.7216 - logcount_predictions_loss: 0.3062 1615/1644 [============================>.] - ETA: 9s - loss: 309.6113 - logits_profile_predictions_loss: 305.7220 - logcount_predictions_loss: 0.3062 1616/1644 [============================>.] - ETA: 8s - loss: 309.6118 - logits_profile_predictions_loss: 305.7225 - logcount_predictions_loss: 0.3062 1617/1644 [============================>.] - ETA: 8s - loss: 309.6122 - logits_profile_predictions_loss: 305.7229 - logcount_predictions_loss: 0.3062 1618/1644 [============================>.] - ETA: 8s - loss: 309.6126 - logits_profile_predictions_loss: 305.7233 - logcount_predictions_loss: 0.3062 1619/1644 [============================>.] - ETA: 7s - loss: 309.6131 - logits_profile_predictions_loss: 305.7238 - logcount_predictions_loss: 0.3062 1620/1644 [============================>.] - ETA: 7s - loss: 309.6135 - logits_profile_predictions_loss: 305.7242 - logcount_predictions_loss: 0.3062 1621/1644 [============================>.] - ETA: 7s - loss: 309.6140 - logits_profile_predictions_loss: 305.7247 - logcount_predictions_loss: 0.3062 1622/1644 [============================>.] - ETA: 6s - loss: 309.6144 - logits_profile_predictions_loss: 305.7251 - logcount_predictions_loss: 0.3062 1623/1644 [============================>.] - ETA: 6s - loss: 309.6148 - logits_profile_predictions_loss: 305.7256 - logcount_predictions_loss: 0.3062 1624/1644 [============================>.] - ETA: 6s - loss: 309.6153 - logits_profile_predictions_loss: 305.7260 - logcount_predictions_loss: 0.3062 1625/1644 [============================>.] - ETA: 5s - loss: 309.6157 - logits_profile_predictions_loss: 305.7265 - logcount_predictions_loss: 0.3062 1626/1644 [============================>.] - ETA: 5s - loss: 309.6161 - logits_profile_predictions_loss: 305.7269 - logcount_predictions_loss: 0.3062 1627/1644 [============================>.] - ETA: 5s - loss: 309.6166 - logits_profile_predictions_loss: 305.7274 - logcount_predictions_loss: 0.3062 1628/1644 [============================>.] - ETA: 4s - loss: 309.6170 - logits_profile_predictions_loss: 305.7278 - logcount_predictions_loss: 0.3062 1629/1644 [============================>.] - ETA: 4s - loss: 309.6175 - logits_profile_predictions_loss: 305.7283 - logcount_predictions_loss: 0.3062 1630/1644 [============================>.] - ETA: 4s - loss: 309.6179 - logits_profile_predictions_loss: 305.7288 - logcount_predictions_loss: 0.3062 1631/1644 [============================>.] - ETA: 4s - loss: 309.6184 - logits_profile_predictions_loss: 305.7292 - logcount_predictions_loss: 0.3062 1632/1644 [============================>.] - ETA: 3s - loss: 309.6189 - logits_profile_predictions_loss: 305.7297 - logcount_predictions_loss: 0.3062 1633/1644 [============================>.] - ETA: 3s - loss: 309.6194 - logits_profile_predictions_loss: 305.7302 - logcount_predictions_loss: 0.3062 1634/1644 [============================>.] - ETA: 3s - loss: 309.6198 - logits_profile_predictions_loss: 305.7307 - logcount_predictions_loss: 0.3062 1635/1644 [============================>.] - ETA: 2s - loss: 309.6203 - logits_profile_predictions_loss: 305.7312 - logcount_predictions_loss: 0.3062 1636/1644 [============================>.] - ETA: 2s - loss: 309.6208 - logits_profile_predictions_loss: 305.7317 - logcount_predictions_loss: 0.3062 1637/1644 [============================>.] - ETA: 2s - loss: 309.6213 - logits_profile_predictions_loss: 305.7322 - logcount_predictions_loss: 0.3062 1638/1644 [============================>.] - ETA: 1s - loss: 309.6218 - logits_profile_predictions_loss: 305.7326 - logcount_predictions_loss: 0.3062 1639/1644 [============================>.] - ETA: 1s - loss: 309.6222 - logits_profile_predictions_loss: 305.7331 - logcount_predictions_loss: 0.3062 1640/1644 [============================>.] - ETA: 1s - loss: 309.6227 - logits_profile_predictions_loss: 305.7336 - logcount_predictions_loss: 0.3062 1641/1644 [============================>.] - ETA: 0s - loss: 309.6231 - logits_profile_predictions_loss: 305.7341 - logcount_predictions_loss: 0.3062 1642/1644 [============================>.] - ETA: 0s - loss: 309.6236 - logits_profile_predictions_loss: 305.7345 - logcount_predictions_loss: 0.3062 1643/1644 [============================>.] - ETA: 0s - loss: 309.6241 - logits_profile_predictions_loss: 305.7350 - logcount_predictions_loss: 0.3062 1644/1644 [==============================] - ETA: 0s - loss: 309.6246 - logits_profile_predictions_loss: 305.7355 - logcount_predictions_loss: 0.3062 1644/1644 [==============================] - 534s 325ms/step - loss: 309.6250 - logits_profile_predictions_loss: 305.7360 - logcount_predictions_loss: 0.3062 - val_loss: 331.0023 - val_logits_profile_predictions_loss: 325.4299 - val_logcount_predictions_loss: 0.4388 Epoch 00008: val_loss did not improve from 330.39246 Epoch 9/50 1/1644 [..............................] - ETA: 8:40 - loss: 314.1911 - logits_profile_predictions_loss: 311.1739 - logcount_predictions_loss: 0.2376 2/1644 [..............................] - ETA: 8:23 - loss: 308.0722 - logits_profile_predictions_loss: 305.0326 - logcount_predictions_loss: 0.2393 3/1644 [..............................] - ETA: 8:23 - loss: 306.3429 - logits_profile_predictions_loss: 303.3388 - logcount_predictions_loss: 0.2365 4/1644 [..............................] - ETA: 8:24 - loss: 307.1917 - logits_profile_predictions_loss: 304.1233 - logcount_predictions_loss: 0.2416 5/1644 [..............................] - ETA: 8:23 - loss: 307.7497 - logits_profile_predictions_loss: 304.6036 - logcount_predictions_loss: 0.2477 6/1644 [..............................] - ETA: 8:23 - loss: 307.9328 - logits_profile_predictions_loss: 304.7326 - logcount_predictions_loss: 0.2520 7/1644 [..............................] - ETA: 8:23 - loss: 307.8876 - logits_profile_predictions_loss: 304.6578 - logcount_predictions_loss: 0.2543 8/1644 [..............................] - ETA: 8:23 - loss: 307.7823 - logits_profile_predictions_loss: 304.5207 - logcount_predictions_loss: 0.2568 9/1644 [..............................] - ETA: 8:23 - loss: 307.7786 - logits_profile_predictions_loss: 304.4826 - logcount_predictions_loss: 0.2595 10/1644 [..............................] - ETA: 8:22 - loss: 307.8109 - logits_profile_predictions_loss: 304.4883 - logcount_predictions_loss: 0.2616 11/1644 [..............................] - ETA: 8:22 - loss: 307.5663 - logits_profile_predictions_loss: 304.2207 - logcount_predictions_loss: 0.2634 12/1644 [..............................] - ETA: 8:22 - loss: 307.6217 - logits_profile_predictions_loss: 304.2534 - logcount_predictions_loss: 0.2652 13/1644 [..............................] - ETA: 8:21 - loss: 307.8592 - logits_profile_predictions_loss: 304.4622 - logcount_predictions_loss: 0.2675 14/1644 [..............................] - ETA: 8:21 - loss: 308.0515 - logits_profile_predictions_loss: 304.6319 - logcount_predictions_loss: 0.2693 15/1644 [..............................] - ETA: 8:21 - loss: 308.1690 - logits_profile_predictions_loss: 304.7350 - logcount_predictions_loss: 0.2704 16/1644 [..............................] - ETA: 8:21 - loss: 308.1411 - logits_profile_predictions_loss: 304.6947 - logcount_predictions_loss: 0.2714 17/1644 [..............................] - ETA: 8:20 - loss: 308.0187 - logits_profile_predictions_loss: 304.5622 - logcount_predictions_loss: 0.2722 18/1644 [..............................] - ETA: 8:20 - loss: 308.0199 - logits_profile_predictions_loss: 304.5501 - logcount_predictions_loss: 0.2732 19/1644 [..............................] - ETA: 8:20 - loss: 307.9888 - logits_profile_predictions_loss: 304.5082 - logcount_predictions_loss: 0.2741 20/1644 [..............................] - ETA: 8:20 - loss: 307.9921 - logits_profile_predictions_loss: 304.4985 - logcount_predictions_loss: 0.2751 21/1644 [..............................] - ETA: 8:19 - loss: 307.9538 - logits_profile_predictions_loss: 304.4486 - logcount_predictions_loss: 0.2760 22/1644 [..............................] - ETA: 8:19 - loss: 307.8844 - logits_profile_predictions_loss: 304.3699 - logcount_predictions_loss: 0.2767 23/1644 [..............................] - ETA: 8:20 - loss: 307.7614 - logits_profile_predictions_loss: 304.2352 - logcount_predictions_loss: 0.2777 24/1644 [..............................] - ETA: 8:19 - loss: 307.6904 - logits_profile_predictions_loss: 304.1537 - logcount_predictions_loss: 0.2785 25/1644 [..............................] - ETA: 8:19 - loss: 307.6372 - logits_profile_predictions_loss: 304.0904 - logcount_predictions_loss: 0.2793 26/1644 [..............................] - ETA: 8:19 - loss: 307.5789 - logits_profile_predictions_loss: 304.0225 - logcount_predictions_loss: 0.2800 27/1644 [..............................] - ETA: 8:19 - loss: 307.4839 - logits_profile_predictions_loss: 303.9181 - logcount_predictions_loss: 0.2808 28/1644 [..............................] - ETA: 8:18 - loss: 307.3989 - logits_profile_predictions_loss: 303.8248 - logcount_predictions_loss: 0.2814 29/1644 [..............................] - ETA: 8:18 - loss: 307.3177 - logits_profile_predictions_loss: 303.7375 - logcount_predictions_loss: 0.2819 30/1644 [..............................] - ETA: 8:18 - loss: 307.1963 - logits_profile_predictions_loss: 303.6102 - logcount_predictions_loss: 0.2824 31/1644 [..............................] - ETA: 8:17 - loss: 307.1097 - logits_profile_predictions_loss: 303.5198 - logcount_predictions_loss: 0.2827 32/1644 [..............................] - ETA: 8:17 - loss: 307.0519 - logits_profile_predictions_loss: 303.4583 - logcount_predictions_loss: 0.2830 33/1644 [..............................] - ETA: 8:17 - loss: 306.9840 - logits_profile_predictions_loss: 303.3868 - logcount_predictions_loss: 0.2832 34/1644 [..............................] - ETA: 8:17 - loss: 306.9369 - logits_profile_predictions_loss: 303.3363 - logcount_predictions_loss: 0.2835 35/1644 [..............................] - ETA: 8:16 - loss: 306.8999 - logits_profile_predictions_loss: 303.2949 - logcount_predictions_loss: 0.2839 36/1644 [..............................] - ETA: 8:16 - loss: 306.8504 - logits_profile_predictions_loss: 303.2407 - logcount_predictions_loss: 0.2842 37/1644 [..............................] - ETA: 8:16 - loss: 306.7826 - logits_profile_predictions_loss: 303.1686 - logcount_predictions_loss: 0.2846 38/1644 [..............................] - ETA: 8:15 - loss: 306.7216 - logits_profile_predictions_loss: 303.1041 - logcount_predictions_loss: 0.2848 39/1644 [..............................] - ETA: 8:15 - loss: 306.6723 - logits_profile_predictions_loss: 303.0510 - logcount_predictions_loss: 0.2851 40/1644 [..............................] - ETA: 8:15 - loss: 306.6152 - logits_profile_predictions_loss: 302.9904 - logcount_predictions_loss: 0.2854 41/1644 [..............................] - ETA: 8:15 - loss: 306.5463 - logits_profile_predictions_loss: 302.9178 - logcount_predictions_loss: 0.2857 42/1644 [..............................] - ETA: 8:14 - loss: 306.4889 - logits_profile_predictions_loss: 302.8573 - logcount_predictions_loss: 0.2860 43/1644 [..............................] - ETA: 8:14 - loss: 306.4261 - logits_profile_predictions_loss: 302.7914 - logcount_predictions_loss: 0.2862 44/1644 [..............................] - ETA: 8:14 - loss: 306.3736 - logits_profile_predictions_loss: 302.7359 - logcount_predictions_loss: 0.2864 45/1644 [..............................] - ETA: 8:13 - loss: 306.3244 - logits_profile_predictions_loss: 302.6834 - logcount_predictions_loss: 0.2867 46/1644 [..............................] - ETA: 8:13 - loss: 306.2861 - logits_profile_predictions_loss: 302.6422 - logcount_predictions_loss: 0.2869 47/1644 [..............................] - ETA: 8:13 - loss: 306.2385 - logits_profile_predictions_loss: 302.5916 - logcount_predictions_loss: 0.2872 48/1644 [..............................] - ETA: 8:13 - loss: 306.1901 - logits_profile_predictions_loss: 302.5406 - logcount_predictions_loss: 0.2874 49/1644 [..............................] - ETA: 8:12 - loss: 306.1350 - logits_profile_predictions_loss: 302.4833 - logcount_predictions_loss: 0.2875 50/1644 [..............................] - ETA: 8:12 - loss: 306.0788 - logits_profile_predictions_loss: 302.4252 - logcount_predictions_loss: 0.2877 51/1644 [..............................] - ETA: 8:12 - loss: 306.0247 - logits_profile_predictions_loss: 302.3694 - logcount_predictions_loss: 0.2878 52/1644 [..............................] - ETA: 8:11 - loss: 305.9766 - logits_profile_predictions_loss: 302.3197 - logcount_predictions_loss: 0.2879 53/1644 [..............................] - ETA: 8:11 - loss: 305.9314 - logits_profile_predictions_loss: 302.2730 - logcount_predictions_loss: 0.2881 54/1644 [..............................] - ETA: 8:11 - loss: 305.8841 - logits_profile_predictions_loss: 302.2242 - logcount_predictions_loss: 0.2882 55/1644 [>.............................] - ETA: 8:10 - loss: 305.8561 - logits_profile_predictions_loss: 302.1948 - logcount_predictions_loss: 0.2883 56/1644 [>.............................] - ETA: 8:10 - loss: 305.8304 - logits_profile_predictions_loss: 302.1678 - logcount_predictions_loss: 0.2884 57/1644 [>.............................] - ETA: 8:10 - loss: 305.8189 - logits_profile_predictions_loss: 302.1551 - logcount_predictions_loss: 0.2885 58/1644 [>.............................] - ETA: 8:10 - loss: 305.8150 - logits_profile_predictions_loss: 302.1495 - logcount_predictions_loss: 0.2886 59/1644 [>.............................] - ETA: 8:09 - loss: 305.8091 - logits_profile_predictions_loss: 302.1420 - logcount_predictions_loss: 0.2887 60/1644 [>.............................] - ETA: 8:09 - loss: 305.8010 - logits_profile_predictions_loss: 302.1326 - logcount_predictions_loss: 0.2888 61/1644 [>.............................] - ETA: 8:09 - loss: 305.7993 - logits_profile_predictions_loss: 302.1298 - logcount_predictions_loss: 0.2889 62/1644 [>.............................] - ETA: 8:08 - 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[====>.........................] - ETA: 7:01 - loss: 307.4171 - logits_profile_predictions_loss: 303.7086 - logcount_predictions_loss: 0.2920 285/1644 [====>.........................] - ETA: 7:01 - loss: 307.4172 - logits_profile_predictions_loss: 303.7089 - logcount_predictions_loss: 0.2920 286/1644 [====>.........................] - ETA: 7:01 - loss: 307.4170 - logits_profile_predictions_loss: 303.7089 - logcount_predictions_loss: 0.2920 287/1644 [====>.........................] - ETA: 7:00 - loss: 307.4166 - logits_profile_predictions_loss: 303.7087 - logcount_predictions_loss: 0.2920 288/1644 [====>.........................] - ETA: 7:00 - loss: 307.4164 - logits_profile_predictions_loss: 303.7086 - logcount_predictions_loss: 0.2919 289/1644 [====>.........................] - ETA: 7:00 - loss: 307.4156 - logits_profile_predictions_loss: 303.7080 - logcount_predictions_loss: 0.2919 290/1644 [====>.........................] - ETA: 6:59 - loss: 307.4146 - 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[====>.........................] - ETA: 6:57 - loss: 307.4094 - logits_profile_predictions_loss: 303.7030 - logcount_predictions_loss: 0.2918 298/1644 [====>.........................] - ETA: 6:57 - loss: 307.4083 - logits_profile_predictions_loss: 303.7020 - logcount_predictions_loss: 0.2918 299/1644 [====>.........................] - ETA: 6:57 - loss: 307.4070 - logits_profile_predictions_loss: 303.7008 - logcount_predictions_loss: 0.2918 300/1644 [====>.........................] - ETA: 6:56 - loss: 307.4060 - logits_profile_predictions_loss: 303.7000 - logcount_predictions_loss: 0.2918 301/1644 [====>.........................] - ETA: 6:56 - loss: 307.4056 - logits_profile_predictions_loss: 303.6997 - logcount_predictions_loss: 0.2918 302/1644 [====>.........................] - ETA: 6:56 - loss: 307.4047 - logits_profile_predictions_loss: 303.6990 - logcount_predictions_loss: 0.2918 303/1644 [====>.........................] - ETA: 6:55 - loss: 307.4042 - 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[====>.........................] - ETA: 6:53 - loss: 307.3980 - logits_profile_predictions_loss: 303.6931 - logcount_predictions_loss: 0.2917 311/1644 [====>.........................] - ETA: 6:53 - loss: 307.3973 - logits_profile_predictions_loss: 303.6925 - logcount_predictions_loss: 0.2917 312/1644 [====>.........................] - ETA: 6:53 - loss: 307.3969 - logits_profile_predictions_loss: 303.6921 - logcount_predictions_loss: 0.2917 313/1644 [====>.........................] - ETA: 6:52 - loss: 307.3969 - logits_profile_predictions_loss: 303.6922 - logcount_predictions_loss: 0.2917 314/1644 [====>.........................] - ETA: 6:52 - loss: 307.3970 - logits_profile_predictions_loss: 303.6924 - logcount_predictions_loss: 0.2917 315/1644 [====>.........................] - ETA: 6:52 - loss: 307.3971 - logits_profile_predictions_loss: 303.6927 - logcount_predictions_loss: 0.2917 316/1644 [====>.........................] - ETA: 6:51 - loss: 307.3970 - 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[====>.........................] - ETA: 6:49 - loss: 307.3926 - logits_profile_predictions_loss: 303.6891 - logcount_predictions_loss: 0.2916 324/1644 [====>.........................] - ETA: 6:49 - loss: 307.3922 - logits_profile_predictions_loss: 303.6889 - logcount_predictions_loss: 0.2916 325/1644 [====>.........................] - ETA: 6:49 - loss: 307.3916 - logits_profile_predictions_loss: 303.6884 - logcount_predictions_loss: 0.2916 326/1644 [====>.........................] - ETA: 6:48 - loss: 307.3908 - logits_profile_predictions_loss: 303.6877 - logcount_predictions_loss: 0.2916 327/1644 [====>.........................] - ETA: 6:48 - loss: 307.3898 - logits_profile_predictions_loss: 303.6868 - logcount_predictions_loss: 0.2916 328/1644 [====>.........................] - ETA: 6:48 - loss: 307.3888 - logits_profile_predictions_loss: 303.6859 - logcount_predictions_loss: 0.2916 329/1644 [=====>........................] - ETA: 6:47 - loss: 307.3878 - logits_profile_predictions_loss: 303.6851 - logcount_predictions_loss: 0.2916 330/1644 [=====>........................] - ETA: 6:47 - loss: 307.3870 - logits_profile_predictions_loss: 303.6844 - logcount_predictions_loss: 0.2915 331/1644 [=====>........................] - ETA: 6:47 - loss: 307.3864 - logits_profile_predictions_loss: 303.6839 - logcount_predictions_loss: 0.2915 332/1644 [=====>........................] - ETA: 6:46 - loss: 307.3857 - logits_profile_predictions_loss: 303.6832 - logcount_predictions_loss: 0.2915 333/1644 [=====>........................] - ETA: 6:46 - loss: 307.3849 - logits_profile_predictions_loss: 303.6825 - logcount_predictions_loss: 0.2915 334/1644 [=====>........................] - ETA: 6:46 - loss: 307.3842 - logits_profile_predictions_loss: 303.6819 - logcount_predictions_loss: 0.2915 335/1644 [=====>........................] - ETA: 6:46 - loss: 307.3834 - logits_profile_predictions_loss: 303.6812 - logcount_predictions_loss: 0.2915 336/1644 [=====>........................] - ETA: 6:45 - loss: 307.3825 - logits_profile_predictions_loss: 303.6804 - logcount_predictions_loss: 0.2915 337/1644 [=====>........................] - ETA: 6:45 - loss: 307.3817 - logits_profile_predictions_loss: 303.6797 - logcount_predictions_loss: 0.2915 338/1644 [=====>........................] - ETA: 6:45 - loss: 307.3808 - logits_profile_predictions_loss: 303.6789 - logcount_predictions_loss: 0.2915 339/1644 [=====>........................] - ETA: 6:44 - loss: 307.3799 - logits_profile_predictions_loss: 303.6780 - logcount_predictions_loss: 0.2915 340/1644 [=====>........................] - ETA: 6:44 - loss: 307.3787 - logits_profile_predictions_loss: 303.6770 - logcount_predictions_loss: 0.2915 341/1644 [=====>........................] - ETA: 6:44 - loss: 307.3774 - logits_profile_predictions_loss: 303.6758 - logcount_predictions_loss: 0.2915 342/1644 [=====>........................] - ETA: 6:43 - loss: 307.3761 - 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[============================>.] - ETA: 0s - loss: 308.0074 - logits_profile_predictions_loss: 304.3057 - logcount_predictions_loss: 0.2915 1644/1644 [==============================] - ETA: 0s - loss: 308.0080 - logits_profile_predictions_loss: 304.3063 - logcount_predictions_loss: 0.2915 1644/1644 [==============================] - 532s 324ms/step - loss: 308.0086 - logits_profile_predictions_loss: 304.3069 - logcount_predictions_loss: 0.2915 - val_loss: 329.6176 - val_logits_profile_predictions_loss: 325.1272 - val_logcount_predictions_loss: 0.3536 Epoch 00009: val_loss improved from 330.39246 to 329.61765, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR237VSF//chrombpnet_model_feb15_fold_3/chrombpnet.h5 Epoch 10/50 1/1644 [..............................] - ETA: 8:38 - loss: 309.2910 - logits_profile_predictions_loss: 306.5635 - logcount_predictions_loss: 0.2148 2/1644 [..............................] - ETA: 8:22 - loss: 310.9626 - 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[..............................] - ETA: 8:21 - loss: 308.4430 - logits_profile_predictions_loss: 305.0904 - logcount_predictions_loss: 0.2640 10/1644 [..............................] - ETA: 8:21 - loss: 308.1907 - logits_profile_predictions_loss: 304.8210 - logcount_predictions_loss: 0.2653 11/1644 [..............................] - ETA: 8:21 - loss: 308.1202 - logits_profile_predictions_loss: 304.7361 - logcount_predictions_loss: 0.2665 12/1644 [..............................] - ETA: 8:21 - loss: 307.9955 - logits_profile_predictions_loss: 304.5991 - logcount_predictions_loss: 0.2674 13/1644 [..............................] - ETA: 8:20 - loss: 307.6746 - logits_profile_predictions_loss: 304.2695 - logcount_predictions_loss: 0.2681 14/1644 [..............................] - ETA: 8:20 - loss: 307.3762 - logits_profile_predictions_loss: 303.9660 - logcount_predictions_loss: 0.2685 15/1644 [..............................] - ETA: 8:20 - loss: 307.1204 - logits_profile_predictions_loss: 303.7040 - logcount_predictions_loss: 0.2690 16/1644 [..............................] - ETA: 8:20 - loss: 306.8605 - logits_profile_predictions_loss: 303.4357 - logcount_predictions_loss: 0.2697 17/1644 [..............................] - ETA: 8:19 - loss: 306.7130 - logits_profile_predictions_loss: 303.2796 - logcount_predictions_loss: 0.2703 18/1644 [..............................] - ETA: 8:19 - loss: 306.5602 - logits_profile_predictions_loss: 303.1222 - logcount_predictions_loss: 0.2707 19/1644 [..............................] - ETA: 8:20 - loss: 306.2995 - logits_profile_predictions_loss: 302.8569 - logcount_predictions_loss: 0.2711 20/1644 [..............................] - ETA: 8:19 - loss: 306.1385 - logits_profile_predictions_loss: 302.6931 - logcount_predictions_loss: 0.2713 21/1644 [..............................] - ETA: 8:19 - loss: 306.0189 - logits_profile_predictions_loss: 302.5698 - logcount_predictions_loss: 0.2716 22/1644 [..............................] - ETA: 8:19 - 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29/1644 [..............................] - ETA: 8:17 - loss: 305.1279 - logits_profile_predictions_loss: 301.6534 - logcount_predictions_loss: 0.2736 30/1644 [..............................] - ETA: 8:17 - loss: 305.0573 - logits_profile_predictions_loss: 301.5826 - logcount_predictions_loss: 0.2736 31/1644 [..............................] - ETA: 8:16 - loss: 304.9848 - logits_profile_predictions_loss: 301.5106 - logcount_predictions_loss: 0.2736 32/1644 [..............................] - ETA: 8:16 - loss: 304.9292 - logits_profile_predictions_loss: 301.4557 - logcount_predictions_loss: 0.2735 33/1644 [..............................] - ETA: 8:16 - loss: 304.8639 - logits_profile_predictions_loss: 301.3904 - logcount_predictions_loss: 0.2735 34/1644 [..............................] - ETA: 8:16 - loss: 304.8078 - logits_profile_predictions_loss: 301.3347 - logcount_predictions_loss: 0.2735 35/1644 [..............................] - ETA: 8:15 - loss: 304.7534 - 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[..............................] - ETA: 8:13 - loss: 304.5313 - logits_profile_predictions_loss: 301.0483 - logcount_predictions_loss: 0.2743 43/1644 [..............................] - ETA: 8:13 - loss: 304.5178 - logits_profile_predictions_loss: 301.0322 - logcount_predictions_loss: 0.2745 44/1644 [..............................] - ETA: 8:13 - loss: 304.5158 - logits_profile_predictions_loss: 301.0278 - logcount_predictions_loss: 0.2746 45/1644 [..............................] - ETA: 8:12 - loss: 304.5158 - logits_profile_predictions_loss: 301.0257 - logcount_predictions_loss: 0.2748 46/1644 [..............................] - ETA: 8:12 - loss: 304.5055 - logits_profile_predictions_loss: 301.0138 - logcount_predictions_loss: 0.2749 47/1644 [..............................] - ETA: 8:12 - loss: 304.4949 - logits_profile_predictions_loss: 301.0022 - logcount_predictions_loss: 0.2750 48/1644 [..............................] - ETA: 8:11 - loss: 304.4820 - logits_profile_predictions_loss: 300.9883 - logcount_predictions_loss: 0.2751 49/1644 [..............................] - ETA: 8:11 - loss: 304.4650 - logits_profile_predictions_loss: 300.9703 - logcount_predictions_loss: 0.2752 50/1644 [..............................] - ETA: 8:11 - loss: 304.4491 - logits_profile_predictions_loss: 300.9538 - logcount_predictions_loss: 0.2752 51/1644 [..............................] - ETA: 8:11 - loss: 304.4277 - logits_profile_predictions_loss: 300.9318 - logcount_predictions_loss: 0.2753 52/1644 [..............................] - ETA: 8:10 - loss: 304.4178 - logits_profile_predictions_loss: 300.9217 - logcount_predictions_loss: 0.2753 53/1644 [..............................] - ETA: 8:10 - loss: 304.3936 - logits_profile_predictions_loss: 300.8965 - logcount_predictions_loss: 0.2754 54/1644 [..............................] - ETA: 8:10 - loss: 304.3570 - logits_profile_predictions_loss: 300.8591 - logcount_predictions_loss: 0.2754 55/1644 [>.............................] - ETA: 8:09 - 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[>.............................] - ETA: 8:04 - loss: 304.3971 - logits_profile_predictions_loss: 300.8699 - logcount_predictions_loss: 0.2777 76/1644 [>.............................] - ETA: 8:03 - loss: 304.4027 - logits_profile_predictions_loss: 300.8750 - logcount_predictions_loss: 0.2778 77/1644 [>.............................] - ETA: 8:03 - loss: 304.4049 - logits_profile_predictions_loss: 300.8768 - logcount_predictions_loss: 0.2778 78/1644 [>.............................] - ETA: 8:03 - loss: 304.4034 - logits_profile_predictions_loss: 300.8752 - logcount_predictions_loss: 0.2778 79/1644 [>.............................] - ETA: 8:02 - loss: 304.3952 - logits_profile_predictions_loss: 300.8668 - logcount_predictions_loss: 0.2778 80/1644 [>.............................] - ETA: 8:02 - loss: 304.3886 - logits_profile_predictions_loss: 300.8600 - logcount_predictions_loss: 0.2778 81/1644 [>.............................] - ETA: 8:02 - loss: 304.3826 - logits_profile_predictions_loss: 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[====>.........................] - ETA: 6:51 - loss: 305.6278 - logits_profile_predictions_loss: 302.0887 - logcount_predictions_loss: 0.2787 317/1644 [====>.........................] - ETA: 6:50 - loss: 305.6351 - logits_profile_predictions_loss: 302.0958 - logcount_predictions_loss: 0.2787 318/1644 [====>.........................] - ETA: 6:50 - loss: 305.6419 - logits_profile_predictions_loss: 302.1025 - logcount_predictions_loss: 0.2787 319/1644 [====>.........................] - ETA: 6:50 - loss: 305.6487 - logits_profile_predictions_loss: 302.1091 - logcount_predictions_loss: 0.2787 320/1644 [====>.........................] - ETA: 6:50 - loss: 305.6554 - logits_profile_predictions_loss: 302.1157 - logcount_predictions_loss: 0.2787 321/1644 [====>.........................] - ETA: 6:49 - loss: 305.6620 - logits_profile_predictions_loss: 302.1221 - logcount_predictions_loss: 0.2787 322/1644 [====>.........................] - ETA: 6:49 - loss: 305.6686 - 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[=====>........................] - ETA: 6:47 - loss: 305.7126 - logits_profile_predictions_loss: 302.1716 - logcount_predictions_loss: 0.2788 330/1644 [=====>........................] - ETA: 6:46 - loss: 305.7182 - logits_profile_predictions_loss: 302.1770 - logcount_predictions_loss: 0.2788 331/1644 [=====>........................] - ETA: 6:46 - loss: 305.7242 - logits_profile_predictions_loss: 302.1829 - logcount_predictions_loss: 0.2788 332/1644 [=====>........................] - ETA: 6:46 - loss: 305.7303 - logits_profile_predictions_loss: 302.1888 - logcount_predictions_loss: 0.2789 333/1644 [=====>........................] - ETA: 6:46 - loss: 305.7364 - logits_profile_predictions_loss: 302.1948 - logcount_predictions_loss: 0.2789 334/1644 [=====>........................] - ETA: 6:45 - loss: 305.7426 - logits_profile_predictions_loss: 302.2008 - logcount_predictions_loss: 0.2789 335/1644 [=====>........................] - ETA: 6:45 - loss: 305.7487 - 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[=====>........................] - ETA: 6:43 - loss: 305.7907 - logits_profile_predictions_loss: 302.2479 - logcount_predictions_loss: 0.2790 343/1644 [=====>........................] - ETA: 6:42 - loss: 305.7966 - logits_profile_predictions_loss: 302.2536 - logcount_predictions_loss: 0.2790 344/1644 [=====>........................] - ETA: 6:42 - loss: 305.8021 - logits_profile_predictions_loss: 302.2590 - logcount_predictions_loss: 0.2790 345/1644 [=====>........................] - ETA: 6:42 - loss: 305.8075 - logits_profile_predictions_loss: 302.2642 - logcount_predictions_loss: 0.2790 346/1644 [=====>........................] - ETA: 6:42 - loss: 305.8129 - logits_profile_predictions_loss: 302.2696 - logcount_predictions_loss: 0.2790 347/1644 [=====>........................] - ETA: 6:41 - loss: 305.8187 - logits_profile_predictions_loss: 302.2752 - logcount_predictions_loss: 0.2790 348/1644 [=====>........................] - ETA: 6:41 - loss: 305.8241 - 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[=====>........................] - ETA: 6:39 - loss: 305.8636 - logits_profile_predictions_loss: 302.3193 - logcount_predictions_loss: 0.2791 356/1644 [=====>........................] - ETA: 6:39 - loss: 305.8692 - logits_profile_predictions_loss: 302.3248 - logcount_predictions_loss: 0.2791 357/1644 [=====>........................] - ETA: 6:38 - loss: 305.8748 - logits_profile_predictions_loss: 302.3303 - logcount_predictions_loss: 0.2791 358/1644 [=====>........................] - ETA: 6:38 - loss: 305.8805 - logits_profile_predictions_loss: 302.3359 - logcount_predictions_loss: 0.2791 359/1644 [=====>........................] - ETA: 6:38 - loss: 305.8861 - logits_profile_predictions_loss: 302.3414 - logcount_predictions_loss: 0.2791 360/1644 [=====>........................] - ETA: 6:37 - loss: 305.8914 - logits_profile_predictions_loss: 302.3466 - logcount_predictions_loss: 0.2791 361/1644 [=====>........................] - ETA: 6:37 - loss: 305.8969 - 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[=====>........................] - ETA: 6:35 - loss: 305.9378 - logits_profile_predictions_loss: 302.3922 - logcount_predictions_loss: 0.2792 369/1644 [=====>........................] - ETA: 6:35 - loss: 305.9442 - logits_profile_predictions_loss: 302.3985 - logcount_predictions_loss: 0.2792 370/1644 [=====>........................] - ETA: 6:34 - loss: 305.9506 - logits_profile_predictions_loss: 302.4047 - logcount_predictions_loss: 0.2792 371/1644 [=====>........................] - ETA: 6:34 - loss: 305.9568 - logits_profile_predictions_loss: 302.4108 - logcount_predictions_loss: 0.2792 372/1644 [=====>........................] - ETA: 6:34 - loss: 305.9629 - logits_profile_predictions_loss: 302.4169 - logcount_predictions_loss: 0.2792 373/1644 [=====>........................] - ETA: 6:33 - loss: 305.9691 - logits_profile_predictions_loss: 302.4229 - logcount_predictions_loss: 0.2792 374/1644 [=====>........................] - ETA: 6:33 - loss: 305.9753 - 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[=>............................] - ETA: 7:49 - loss: 309.7765 - logits_profile_predictions_loss: 306.3832 - logcount_predictions_loss: 0.2672 122/1644 [=>............................] - ETA: 7:49 - loss: 309.7622 - logits_profile_predictions_loss: 306.3696 - logcount_predictions_loss: 0.2671 123/1644 [=>............................] - ETA: 7:49 - loss: 309.7491 - logits_profile_predictions_loss: 306.3570 - logcount_predictions_loss: 0.2671 124/1644 [=>............................] - ETA: 7:48 - loss: 309.7372 - logits_profile_predictions_loss: 306.3456 - logcount_predictions_loss: 0.2670 125/1644 [=>............................] - ETA: 7:48 - loss: 309.7261 - logits_profile_predictions_loss: 306.3352 - logcount_predictions_loss: 0.2670 126/1644 [=>............................] - ETA: 7:48 - loss: 309.7162 - logits_profile_predictions_loss: 306.3259 - logcount_predictions_loss: 0.2670 127/1644 [=>............................] - ETA: 7:48 - loss: 309.7066 - 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[=====>........................] - ETA: 6:46 - loss: 308.8185 - logits_profile_predictions_loss: 305.4843 - logcount_predictions_loss: 0.2625 330/1644 [=====>........................] - ETA: 6:46 - loss: 308.8160 - logits_profile_predictions_loss: 305.4819 - logcount_predictions_loss: 0.2625 331/1644 [=====>........................] - ETA: 6:46 - loss: 308.8134 - logits_profile_predictions_loss: 305.4794 - logcount_predictions_loss: 0.2625 332/1644 [=====>........................] - ETA: 6:45 - loss: 308.8102 - logits_profile_predictions_loss: 305.4765 - logcount_predictions_loss: 0.2625 333/1644 [=====>........................] - ETA: 6:45 - loss: 308.8072 - logits_profile_predictions_loss: 305.4736 - logcount_predictions_loss: 0.2625 334/1644 [=====>........................] - ETA: 6:45 - loss: 308.8042 - logits_profile_predictions_loss: 305.4707 - logcount_predictions_loss: 0.2625 335/1644 [=====>........................] - ETA: 6:44 - loss: 308.8011 - 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[=====>........................] - ETA: 6:42 - loss: 308.7821 - logits_profile_predictions_loss: 305.4497 - logcount_predictions_loss: 0.2624 343/1644 [=====>........................] - ETA: 6:42 - loss: 308.7794 - logits_profile_predictions_loss: 305.4472 - logcount_predictions_loss: 0.2624 344/1644 [=====>........................] - ETA: 6:42 - loss: 308.7766 - logits_profile_predictions_loss: 305.4444 - logcount_predictions_loss: 0.2624 345/1644 [=====>........................] - ETA: 6:41 - loss: 308.7736 - logits_profile_predictions_loss: 305.4416 - logcount_predictions_loss: 0.2624 346/1644 [=====>........................] - ETA: 6:41 - loss: 308.7708 - logits_profile_predictions_loss: 305.4389 - logcount_predictions_loss: 0.2624 347/1644 [=====>........................] - ETA: 6:41 - loss: 308.7680 - logits_profile_predictions_loss: 305.4362 - logcount_predictions_loss: 0.2623 348/1644 [=====>........................] - ETA: 6:40 - loss: 308.7648 - 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[=====>........................] - ETA: 6:38 - loss: 308.7456 - logits_profile_predictions_loss: 305.4147 - logcount_predictions_loss: 0.2623 356/1644 [=====>........................] - ETA: 6:38 - loss: 308.7432 - logits_profile_predictions_loss: 305.4125 - logcount_predictions_loss: 0.2623 357/1644 [=====>........................] - ETA: 6:38 - loss: 308.7410 - logits_profile_predictions_loss: 305.4103 - logcount_predictions_loss: 0.2623 358/1644 [=====>........................] - ETA: 6:37 - loss: 308.7386 - logits_profile_predictions_loss: 305.4081 - logcount_predictions_loss: 0.2622 359/1644 [=====>........................] - ETA: 6:37 - loss: 308.7362 - logits_profile_predictions_loss: 305.4058 - logcount_predictions_loss: 0.2622 360/1644 [=====>........................] - ETA: 6:37 - loss: 308.7339 - logits_profile_predictions_loss: 305.4036 - logcount_predictions_loss: 0.2622 361/1644 [=====>........................] - ETA: 6:36 - loss: 308.7313 - 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[=====>........................] - ETA: 6:34 - loss: 308.7157 - logits_profile_predictions_loss: 305.3860 - logcount_predictions_loss: 0.2622 369/1644 [=====>........................] - ETA: 6:34 - loss: 308.7133 - logits_profile_predictions_loss: 305.3837 - logcount_predictions_loss: 0.2622 370/1644 [=====>........................] - ETA: 6:34 - loss: 308.7112 - logits_profile_predictions_loss: 305.3815 - logcount_predictions_loss: 0.2622 371/1644 [=====>........................] - ETA: 6:33 - loss: 308.7092 - logits_profile_predictions_loss: 305.3796 - logcount_predictions_loss: 0.2622 372/1644 [=====>........................] - ETA: 6:33 - loss: 308.7072 - logits_profile_predictions_loss: 305.3776 - logcount_predictions_loss: 0.2622 373/1644 [=====>........................] - ETA: 6:33 - loss: 308.7050 - logits_profile_predictions_loss: 305.3754 - logcount_predictions_loss: 0.2622 374/1644 [=====>........................] - ETA: 6:32 - loss: 308.7030 - 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[============================>.] - ETA: 16s - loss: 307.7098 - logits_profile_predictions_loss: 304.3292 - logcount_predictions_loss: 0.2662 1591/1644 [============================>.] - ETA: 16s - loss: 307.7093 - logits_profile_predictions_loss: 304.3286 - logcount_predictions_loss: 0.2662 1592/1644 [============================>.] - ETA: 16s - loss: 307.7088 - logits_profile_predictions_loss: 304.3281 - logcount_predictions_loss: 0.2662 1593/1644 [============================>.] - ETA: 15s - loss: 307.7084 - logits_profile_predictions_loss: 304.3276 - logcount_predictions_loss: 0.2662 1594/1644 [============================>.] - ETA: 15s - loss: 307.7079 - logits_profile_predictions_loss: 304.3271 - logcount_predictions_loss: 0.2662 1595/1644 [============================>.] - ETA: 15s - loss: 307.7074 - logits_profile_predictions_loss: 304.3266 - logcount_predictions_loss: 0.2662 1596/1644 [============================>.] - ETA: 14s - loss: 307.7069 - 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[============================>.] - ETA: 12s - loss: 307.7034 - logits_profile_predictions_loss: 304.3224 - logcount_predictions_loss: 0.2662 1604/1644 [============================>.] - ETA: 12s - loss: 307.7029 - logits_profile_predictions_loss: 304.3218 - logcount_predictions_loss: 0.2662 1605/1644 [============================>.] - ETA: 12s - loss: 307.7024 - logits_profile_predictions_loss: 304.3213 - logcount_predictions_loss: 0.2662 1606/1644 [============================>.] - ETA: 11s - loss: 307.7019 - logits_profile_predictions_loss: 304.3208 - logcount_predictions_loss: 0.2662 1607/1644 [============================>.] - ETA: 11s - loss: 307.7015 - logits_profile_predictions_loss: 304.3203 - logcount_predictions_loss: 0.2662 1608/1644 [============================>.] - ETA: 11s - loss: 307.7010 - logits_profile_predictions_loss: 304.3198 - logcount_predictions_loss: 0.2662 1609/1644 [============================>.] - ETA: 10s - loss: 307.7005 - 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logits_profile_predictions_loss: 304.3008 - logcount_predictions_loss: 0.2663 1643/1644 [============================>.] - ETA: 0s - loss: 307.6825 - logits_profile_predictions_loss: 304.3003 - logcount_predictions_loss: 0.2663 1644/1644 [==============================] - ETA: 0s - loss: 307.6819 - logits_profile_predictions_loss: 304.2997 - logcount_predictions_loss: 0.2663 1644/1644 [==============================] - 532s 324ms/step - loss: 307.6814 - logits_profile_predictions_loss: 304.2992 - logcount_predictions_loss: 0.2663 - val_loss: 329.1685 - val_logits_profile_predictions_loss: 325.0019 - val_logcount_predictions_loss: 0.3281 Epoch 00011: val_loss did not improve from 328.98273 Epoch 12/50 1/1644 [..............................] - ETA: 8:36 - loss: 302.5465 - logits_profile_predictions_loss: 299.0920 - logcount_predictions_loss: 0.2720 2/1644 [..............................] - ETA: 8:21 - loss: 310.4006 - logits_profile_predictions_loss: 306.8876 - logcount_predictions_loss: 0.2766 3/1644 [..............................] - ETA: 8:21 - loss: 311.2249 - logits_profile_predictions_loss: 307.7346 - logcount_predictions_loss: 0.2748 4/1644 [..............................] - ETA: 8:22 - loss: 311.2145 - logits_profile_predictions_loss: 307.8062 - logcount_predictions_loss: 0.2684 5/1644 [..............................] - ETA: 8:21 - loss: 310.8537 - logits_profile_predictions_loss: 307.5082 - logcount_predictions_loss: 0.2634 6/1644 [..............................] - ETA: 8:21 - loss: 309.5685 - logits_profile_predictions_loss: 306.2448 - logcount_predictions_loss: 0.2617 7/1644 [..............................] - ETA: 8:21 - loss: 307.8801 - logits_profile_predictions_loss: 304.5725 - logcount_predictions_loss: 0.2604 8/1644 [..............................] - ETA: 8:21 - loss: 306.1189 - logits_profile_predictions_loss: 302.8345 - logcount_predictions_loss: 0.2586 9/1644 [..............................] - ETA: 8:21 - loss: 304.7935 - logits_profile_predictions_loss: 301.5280 - logcount_predictions_loss: 0.2571 10/1644 [..............................] - ETA: 8:20 - loss: 303.5998 - logits_profile_predictions_loss: 300.3586 - logcount_predictions_loss: 0.2552 11/1644 [..............................] - ETA: 8:20 - loss: 302.6510 - logits_profile_predictions_loss: 299.4278 - logcount_predictions_loss: 0.2538 12/1644 [..............................] - ETA: 8:20 - loss: 301.9436 - logits_profile_predictions_loss: 298.7400 - logcount_predictions_loss: 0.2522 13/1644 [..............................] - ETA: 8:20 - loss: 301.3224 - logits_profile_predictions_loss: 298.1365 - logcount_predictions_loss: 0.2509 14/1644 [..............................] - ETA: 8:19 - loss: 300.6929 - logits_profile_predictions_loss: 297.5142 - logcount_predictions_loss: 0.2503 15/1644 [..............................] - ETA: 8:19 - loss: 300.2515 - logits_profile_predictions_loss: 297.0758 - logcount_predictions_loss: 0.2500 16/1644 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[====>.........................] - ETA: 7:00 - loss: 303.9786 - logits_profile_predictions_loss: 300.7584 - logcount_predictions_loss: 0.2536 285/1644 [====>.........................] - ETA: 6:59 - loss: 303.9864 - logits_profile_predictions_loss: 300.7662 - logcount_predictions_loss: 0.2536 286/1644 [====>.........................] - ETA: 6:59 - loss: 303.9941 - logits_profile_predictions_loss: 300.7739 - logcount_predictions_loss: 0.2536 287/1644 [====>.........................] - ETA: 6:59 - loss: 304.0017 - logits_profile_predictions_loss: 300.7815 - logcount_predictions_loss: 0.2536 288/1644 [====>.........................] - ETA: 6:58 - loss: 304.0093 - logits_profile_predictions_loss: 300.7891 - logcount_predictions_loss: 0.2536 289/1644 [====>.........................] - ETA: 6:58 - loss: 304.0168 - logits_profile_predictions_loss: 300.7966 - logcount_predictions_loss: 0.2536 290/1644 [====>.........................] - ETA: 6:58 - loss: 304.0243 - 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[===========================>..] - ETA: 18s - loss: 305.0146 - logits_profile_predictions_loss: 301.7974 - logcount_predictions_loss: 0.2533 1585/1644 [===========================>..] - ETA: 18s - loss: 305.0151 - logits_profile_predictions_loss: 301.7979 - logcount_predictions_loss: 0.2533 1586/1644 [===========================>..] - ETA: 17s - loss: 305.0155 - logits_profile_predictions_loss: 301.7983 - logcount_predictions_loss: 0.2533 1587/1644 [===========================>..] - ETA: 17s - loss: 305.0160 - logits_profile_predictions_loss: 301.7988 - logcount_predictions_loss: 0.2533 1588/1644 [===========================>..] - ETA: 17s - loss: 305.0164 - logits_profile_predictions_loss: 301.7992 - logcount_predictions_loss: 0.2533 1589/1644 [===========================>..] - ETA: 17s - loss: 305.0169 - logits_profile_predictions_loss: 301.7997 - logcount_predictions_loss: 0.2533 1590/1644 [============================>.] - ETA: 16s - loss: 305.0173 - logits_profile_predictions_loss: 301.8001 - logcount_predictions_loss: 0.2533 1591/1644 [============================>.] - ETA: 16s - loss: 305.0177 - logits_profile_predictions_loss: 301.8005 - logcount_predictions_loss: 0.2533 1592/1644 [============================>.] - ETA: 16s - loss: 305.0182 - logits_profile_predictions_loss: 301.8009 - logcount_predictions_loss: 0.2533 1593/1644 [============================>.] - ETA: 15s - loss: 305.0186 - logits_profile_predictions_loss: 301.8013 - logcount_predictions_loss: 0.2533 1594/1644 [============================>.] - ETA: 15s - loss: 305.0190 - logits_profile_predictions_loss: 301.8018 - logcount_predictions_loss: 0.2533 1595/1644 [============================>.] - ETA: 15s - loss: 305.0194 - logits_profile_predictions_loss: 301.8022 - logcount_predictions_loss: 0.2533 1596/1644 [============================>.] - ETA: 14s - loss: 305.0198 - logits_profile_predictions_loss: 301.8026 - logcount_predictions_loss: 0.2533 1597/1644 [============================>.] - ETA: 14s - loss: 305.0202 - logits_profile_predictions_loss: 301.8030 - logcount_predictions_loss: 0.2533 1598/1644 [============================>.] - ETA: 14s - loss: 305.0206 - logits_profile_predictions_loss: 301.8034 - logcount_predictions_loss: 0.2533 1599/1644 [============================>.] - ETA: 13s - loss: 305.0211 - logits_profile_predictions_loss: 301.8038 - logcount_predictions_loss: 0.2533 1600/1644 [============================>.] - ETA: 13s - loss: 305.0215 - logits_profile_predictions_loss: 301.8043 - logcount_predictions_loss: 0.2533 1601/1644 [============================>.] - ETA: 13s - loss: 305.0220 - logits_profile_predictions_loss: 301.8047 - logcount_predictions_loss: 0.2533 1602/1644 [============================>.] - ETA: 12s - loss: 305.0224 - logits_profile_predictions_loss: 301.8051 - logcount_predictions_loss: 0.2533 1603/1644 [============================>.] - ETA: 12s - loss: 305.0228 - 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[============================>.] - ETA: 10s - loss: 305.0259 - logits_profile_predictions_loss: 301.8086 - logcount_predictions_loss: 0.2533 1611/1644 [============================>.] - ETA: 10s - loss: 305.0263 - logits_profile_predictions_loss: 301.8090 - logcount_predictions_loss: 0.2533 1612/1644 [============================>.] - ETA: 9s - loss: 305.0267 - logits_profile_predictions_loss: 301.8095 - logcount_predictions_loss: 0.2533  1613/1644 [============================>.] - ETA: 9s - loss: 305.0272 - logits_profile_predictions_loss: 301.8099 - logcount_predictions_loss: 0.2533 1614/1644 [============================>.] - ETA: 9s - loss: 305.0276 - logits_profile_predictions_loss: 301.8103 - logcount_predictions_loss: 0.2533 1615/1644 [============================>.] - ETA: 8s - loss: 305.0281 - logits_profile_predictions_loss: 301.8107 - logcount_predictions_loss: 0.2533 1616/1644 [============================>.] - ETA: 8s - loss: 305.0285 - logits_profile_predictions_loss: 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1630/1644 [============================>.] - ETA: 4s - loss: 305.0348 - logits_profile_predictions_loss: 301.8174 - logcount_predictions_loss: 0.2533 1631/1644 [============================>.] - ETA: 4s - loss: 305.0352 - logits_profile_predictions_loss: 301.8178 - logcount_predictions_loss: 0.2533 1632/1644 [============================>.] - ETA: 3s - loss: 305.0357 - logits_profile_predictions_loss: 301.8183 - logcount_predictions_loss: 0.2533 1633/1644 [============================>.] - ETA: 3s - loss: 305.0361 - logits_profile_predictions_loss: 301.8187 - logcount_predictions_loss: 0.2533 1634/1644 [============================>.] - ETA: 3s - loss: 305.0366 - logits_profile_predictions_loss: 301.8191 - logcount_predictions_loss: 0.2534 1635/1644 [============================>.] - ETA: 2s - loss: 305.0370 - logits_profile_predictions_loss: 301.8196 - logcount_predictions_loss: 0.2534 1636/1644 [============================>.] - ETA: 2s - loss: 305.0375 - logits_profile_predictions_loss: 301.8201 - logcount_predictions_loss: 0.2534 1637/1644 [============================>.] - ETA: 2s - loss: 305.0380 - logits_profile_predictions_loss: 301.8205 - logcount_predictions_loss: 0.2534 1638/1644 [============================>.] - ETA: 1s - loss: 305.0384 - logits_profile_predictions_loss: 301.8210 - logcount_predictions_loss: 0.2534 1639/1644 [============================>.] - ETA: 1s - loss: 305.0389 - logits_profile_predictions_loss: 301.8214 - logcount_predictions_loss: 0.2534 1640/1644 [============================>.] - ETA: 1s - loss: 305.0394 - logits_profile_predictions_loss: 301.8219 - logcount_predictions_loss: 0.2534 1641/1644 [============================>.] - ETA: 0s - loss: 305.0398 - logits_profile_predictions_loss: 301.8223 - logcount_predictions_loss: 0.2534 1642/1644 [============================>.] - ETA: 0s - loss: 305.0402 - logits_profile_predictions_loss: 301.8228 - logcount_predictions_loss: 0.2534 1643/1644 [============================>.] - ETA: 0s - loss: 305.0407 - logits_profile_predictions_loss: 301.8232 - logcount_predictions_loss: 0.2534 1644/1644 [==============================] - ETA: 0s - loss: 305.0411 - logits_profile_predictions_loss: 301.8236 - logcount_predictions_loss: 0.2534 1644/1644 [==============================] - 529s 322ms/step - loss: 305.0416 - logits_profile_predictions_loss: 301.8241 - logcount_predictions_loss: 0.2534 - val_loss: 329.6148 - val_logits_profile_predictions_loss: 325.5629 - val_logcount_predictions_loss: 0.3190 Epoch 00012: val_loss did not improve from 328.98273 Epoch 13/50 1/1644 [..............................] - ETA: 8:42 - loss: 313.7382 - logits_profile_predictions_loss: 311.4429 - logcount_predictions_loss: 0.1807 2/1644 [..............................] - ETA: 8:22 - loss: 305.3295 - logits_profile_predictions_loss: 302.9798 - logcount_predictions_loss: 0.1850 3/1644 [..............................] - ETA: 8:21 - loss: 297.5535 - logits_profile_predictions_loss: 295.2455 - logcount_predictions_loss: 0.1817 4/1644 [..............................] - ETA: 8:22 - loss: 294.0779 - logits_profile_predictions_loss: 291.7708 - logcount_predictions_loss: 0.1817 5/1644 [..............................] - ETA: 8:22 - loss: 293.4823 - logits_profile_predictions_loss: 291.1329 - logcount_predictions_loss: 0.1850 6/1644 [..............................] - ETA: 8:21 - loss: 294.4144 - logits_profile_predictions_loss: 292.0323 - logcount_predictions_loss: 0.1876 7/1644 [..............................] - ETA: 8:21 - loss: 295.3457 - logits_profile_predictions_loss: 292.9391 - logcount_predictions_loss: 0.1895 8/1644 [..............................] - ETA: 8:21 - loss: 295.9959 - logits_profile_predictions_loss: 293.5599 - logcount_predictions_loss: 0.1918 9/1644 [..............................] - ETA: 8:21 - loss: 296.4466 - logits_profile_predictions_loss: 293.9718 - logcount_predictions_loss: 0.1949 10/1644 [..............................] - ETA: 8:21 - loss: 296.8868 - logits_profile_predictions_loss: 294.3719 - logcount_predictions_loss: 0.1980 11/1644 [..............................] - ETA: 8:20 - loss: 297.3978 - logits_profile_predictions_loss: 294.8444 - logcount_predictions_loss: 0.2011 12/1644 [..............................] - ETA: 8:20 - loss: 297.8461 - logits_profile_predictions_loss: 295.2546 - logcount_predictions_loss: 0.2041 13/1644 [..............................] - ETA: 8:20 - loss: 298.2607 - logits_profile_predictions_loss: 295.6409 - logcount_predictions_loss: 0.2063 14/1644 [..............................] - ETA: 8:19 - loss: 298.5193 - logits_profile_predictions_loss: 295.8689 - logcount_predictions_loss: 0.2087 15/1644 [..............................] - ETA: 8:19 - loss: 298.7842 - logits_profile_predictions_loss: 296.1094 - logcount_predictions_loss: 0.2106 16/1644 [..............................] - ETA: 8:19 - loss: 298.9881 - logits_profile_predictions_loss: 296.2940 - logcount_predictions_loss: 0.2121 17/1644 [..............................] - ETA: 8:18 - loss: 299.1904 - logits_profile_predictions_loss: 296.4786 - logcount_predictions_loss: 0.2135 18/1644 [..............................] - ETA: 8:18 - loss: 299.3335 - logits_profile_predictions_loss: 296.6064 - logcount_predictions_loss: 0.2147 19/1644 [..............................] - ETA: 8:18 - loss: 299.3809 - logits_profile_predictions_loss: 296.6367 - logcount_predictions_loss: 0.2161 20/1644 [..............................] - ETA: 8:18 - loss: 299.4100 - logits_profile_predictions_loss: 296.6509 - logcount_predictions_loss: 0.2173 21/1644 [..............................] - ETA: 8:17 - loss: 299.4639 - logits_profile_predictions_loss: 296.6918 - logcount_predictions_loss: 0.2183 22/1644 [..............................] - ETA: 8:17 - loss: 299.5145 - logits_profile_predictions_loss: 296.7274 - logcount_predictions_loss: 0.2195 23/1644 [..............................] - ETA: 8:17 - loss: 299.5701 - logits_profile_predictions_loss: 296.7712 - logcount_predictions_loss: 0.2204 24/1644 [..............................] - ETA: 8:17 - loss: 299.5960 - logits_profile_predictions_loss: 296.7847 - logcount_predictions_loss: 0.2214 25/1644 [..............................] - ETA: 8:16 - loss: 299.6244 - logits_profile_predictions_loss: 296.8018 - logcount_predictions_loss: 0.2223 26/1644 [..............................] - ETA: 8:16 - loss: 299.6581 - logits_profile_predictions_loss: 296.8261 - logcount_predictions_loss: 0.2230 27/1644 [..............................] - ETA: 8:16 - loss: 299.7129 - logits_profile_predictions_loss: 296.8714 - logcount_predictions_loss: 0.2237 28/1644 [..............................] - ETA: 8:15 - loss: 299.7508 - logits_profile_predictions_loss: 296.9007 - logcount_predictions_loss: 0.2244 29/1644 [..............................] - ETA: 8:15 - loss: 299.8364 - logits_profile_predictions_loss: 296.9783 - logcount_predictions_loss: 0.2251 30/1644 [..............................] - ETA: 8:15 - loss: 299.9294 - logits_profile_predictions_loss: 297.0619 - logcount_predictions_loss: 0.2258 31/1644 [..............................] - ETA: 8:15 - loss: 300.0532 - logits_profile_predictions_loss: 297.1766 - logcount_predictions_loss: 0.2265 32/1644 [..............................] - ETA: 8:14 - loss: 300.1540 - logits_profile_predictions_loss: 297.2675 - logcount_predictions_loss: 0.2273 33/1644 [..............................] - ETA: 8:14 - loss: 300.2413 - logits_profile_predictions_loss: 297.3458 - logcount_predictions_loss: 0.2280 34/1644 [..............................] - ETA: 8:14 - loss: 300.3324 - logits_profile_predictions_loss: 297.4293 - logcount_predictions_loss: 0.2286 35/1644 [..............................] - ETA: 8:13 - loss: 300.3963 - logits_profile_predictions_loss: 297.4858 - logcount_predictions_loss: 0.2292 36/1644 [..............................] - ETA: 8:13 - loss: 300.4543 - logits_profile_predictions_loss: 297.5369 - logcount_predictions_loss: 0.2297 37/1644 [..............................] - ETA: 8:13 - loss: 300.4980 - logits_profile_predictions_loss: 297.5745 - logcount_predictions_loss: 0.2302 38/1644 [..............................] - ETA: 8:13 - loss: 300.5241 - logits_profile_predictions_loss: 297.5951 - logcount_predictions_loss: 0.2306 39/1644 [..............................] - ETA: 8:12 - loss: 300.5621 - logits_profile_predictions_loss: 297.6283 - logcount_predictions_loss: 0.2310 40/1644 [..............................] - ETA: 8:12 - loss: 300.6128 - logits_profile_predictions_loss: 297.6743 - logcount_predictions_loss: 0.2314 41/1644 [..............................] - ETA: 8:12 - loss: 300.6676 - logits_profile_predictions_loss: 297.7250 - logcount_predictions_loss: 0.2317 42/1644 [..............................] - ETA: 8:12 - loss: 300.7115 - logits_profile_predictions_loss: 297.7644 - logcount_predictions_loss: 0.2321 43/1644 [..............................] - ETA: 8:11 - loss: 300.7728 - logits_profile_predictions_loss: 297.8216 - logcount_predictions_loss: 0.2324 44/1644 [..............................] - ETA: 8:11 - loss: 300.8291 - logits_profile_predictions_loss: 297.8741 - logcount_predictions_loss: 0.2327 45/1644 [..............................] - ETA: 8:11 - loss: 300.8745 - logits_profile_predictions_loss: 297.9161 - logcount_predictions_loss: 0.2329 46/1644 [..............................] - ETA: 8:10 - loss: 300.9110 - logits_profile_predictions_loss: 297.9498 - logcount_predictions_loss: 0.2332 47/1644 [..............................] - ETA: 8:10 - loss: 300.9444 - logits_profile_predictions_loss: 297.9804 - logcount_predictions_loss: 0.2334 48/1644 [..............................] - ETA: 8:10 - loss: 300.9636 - logits_profile_predictions_loss: 297.9967 - logcount_predictions_loss: 0.2336 49/1644 [..............................] - ETA: 8:10 - loss: 300.9888 - logits_profile_predictions_loss: 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[==>...........................] - ETA: 7:20 - loss: 302.0050 - logits_profile_predictions_loss: 298.9572 - logcount_predictions_loss: 0.2400 214/1644 [==>...........................] - ETA: 7:20 - loss: 302.0087 - logits_profile_predictions_loss: 298.9609 - logcount_predictions_loss: 0.2400 215/1644 [==>...........................] - ETA: 7:20 - loss: 302.0123 - logits_profile_predictions_loss: 298.9644 - logcount_predictions_loss: 0.2400 216/1644 [==>...........................] - ETA: 7:19 - loss: 302.0163 - logits_profile_predictions_loss: 298.9683 - logcount_predictions_loss: 0.2400 217/1644 [==>...........................] - ETA: 7:19 - loss: 302.0200 - logits_profile_predictions_loss: 298.9720 - logcount_predictions_loss: 0.2400 218/1644 [==>...........................] - ETA: 7:19 - loss: 302.0238 - logits_profile_predictions_loss: 298.9757 - logcount_predictions_loss: 0.2400 219/1644 [==>...........................] - ETA: 7:19 - loss: 302.0267 - 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logits_profile_predictions_loss: 299.0358 - logcount_predictions_loss: 0.2401 233/1644 [===>..........................] - ETA: 7:14 - loss: 302.0898 - logits_profile_predictions_loss: 299.0409 - logcount_predictions_loss: 0.2401 234/1644 [===>..........................] - ETA: 7:14 - loss: 302.0951 - logits_profile_predictions_loss: 299.0461 - logcount_predictions_loss: 0.2401 235/1644 [===>..........................] - ETA: 7:14 - loss: 302.0997 - logits_profile_predictions_loss: 299.0508 - logcount_predictions_loss: 0.2401 236/1644 [===>..........................] - ETA: 7:13 - loss: 302.1048 - logits_profile_predictions_loss: 299.0558 - logcount_predictions_loss: 0.2401 237/1644 [===>..........................] - ETA: 7:13 - loss: 302.1101 - logits_profile_predictions_loss: 299.0610 - logcount_predictions_loss: 0.2401 238/1644 [===>..........................] - ETA: 7:13 - loss: 302.1149 - logits_profile_predictions_loss: 299.0657 - logcount_predictions_loss: 0.2401 239/1644 [===>..........................] - ETA: 7:13 - loss: 302.1197 - logits_profile_predictions_loss: 299.0705 - logcount_predictions_loss: 0.2401 240/1644 [===>..........................] - ETA: 7:12 - loss: 302.1237 - logits_profile_predictions_loss: 299.0744 - logcount_predictions_loss: 0.2401 241/1644 [===>..........................] - ETA: 7:12 - loss: 302.1278 - logits_profile_predictions_loss: 299.0785 - logcount_predictions_loss: 0.2401 242/1644 [===>..........................] - ETA: 7:12 - loss: 302.1320 - logits_profile_predictions_loss: 299.0827 - logcount_predictions_loss: 0.2401 243/1644 [===>..........................] - ETA: 7:11 - loss: 302.1363 - logits_profile_predictions_loss: 299.0869 - logcount_predictions_loss: 0.2401 244/1644 [===>..........................] - ETA: 7:11 - loss: 302.1410 - logits_profile_predictions_loss: 299.0915 - logcount_predictions_loss: 0.2401 245/1644 [===>..........................] - ETA: 7:11 - loss: 302.1457 - logits_profile_predictions_loss: 299.0962 - logcount_predictions_loss: 0.2401 246/1644 [===>..........................] - ETA: 7:10 - loss: 302.1505 - logits_profile_predictions_loss: 299.1009 - logcount_predictions_loss: 0.2401 247/1644 [===>..........................] - ETA: 7:10 - loss: 302.1552 - logits_profile_predictions_loss: 299.1056 - logcount_predictions_loss: 0.2401 248/1644 [===>..........................] - ETA: 7:10 - loss: 302.1598 - logits_profile_predictions_loss: 299.1100 - logcount_predictions_loss: 0.2401 249/1644 [===>..........................] - ETA: 7:09 - loss: 302.1640 - logits_profile_predictions_loss: 299.1142 - logcount_predictions_loss: 0.2401 250/1644 [===>..........................] - ETA: 7:09 - loss: 302.1685 - logits_profile_predictions_loss: 299.1186 - logcount_predictions_loss: 0.2402 251/1644 [===>..........................] - ETA: 7:09 - loss: 302.1734 - logits_profile_predictions_loss: 299.1235 - logcount_predictions_loss: 0.2402 252/1644 [===>..........................] - ETA: 7:09 - loss: 302.1781 - logits_profile_predictions_loss: 299.1281 - logcount_predictions_loss: 0.2402 253/1644 [===>..........................] - ETA: 7:08 - loss: 302.1825 - logits_profile_predictions_loss: 299.1325 - logcount_predictions_loss: 0.2402 254/1644 [===>..........................] - ETA: 7:08 - loss: 302.1871 - logits_profile_predictions_loss: 299.1371 - logcount_predictions_loss: 0.2402 255/1644 [===>..........................] - ETA: 7:08 - loss: 302.1917 - logits_profile_predictions_loss: 299.1416 - logcount_predictions_loss: 0.2402 256/1644 [===>..........................] - ETA: 7:07 - loss: 302.1963 - logits_profile_predictions_loss: 299.1462 - logcount_predictions_loss: 0.2402 257/1644 [===>..........................] - ETA: 7:07 - loss: 302.2012 - logits_profile_predictions_loss: 299.1511 - logcount_predictions_loss: 0.2402 258/1644 [===>..........................] - ETA: 7:07 - loss: 302.2057 - logits_profile_predictions_loss: 299.1556 - logcount_predictions_loss: 0.2402 259/1644 [===>..........................] - ETA: 7:06 - loss: 302.2108 - logits_profile_predictions_loss: 299.1606 - logcount_predictions_loss: 0.2402 260/1644 [===>..........................] - ETA: 7:06 - loss: 302.2157 - logits_profile_predictions_loss: 299.1656 - logcount_predictions_loss: 0.2402 261/1644 [===>..........................] - ETA: 7:06 - loss: 302.2206 - logits_profile_predictions_loss: 299.1704 - logcount_predictions_loss: 0.2402 262/1644 [===>..........................] - ETA: 7:05 - loss: 302.2252 - logits_profile_predictions_loss: 299.1751 - logcount_predictions_loss: 0.2402 263/1644 [===>..........................] - ETA: 7:05 - loss: 302.2298 - logits_profile_predictions_loss: 299.1797 - logcount_predictions_loss: 0.2402 264/1644 [===>..........................] - ETA: 7:05 - loss: 302.2345 - logits_profile_predictions_loss: 299.1844 - logcount_predictions_loss: 0.2402 265/1644 [===>..........................] - ETA: 7:05 - loss: 302.2391 - logits_profile_predictions_loss: 299.1889 - logcount_predictions_loss: 0.2402 266/1644 [===>..........................] - ETA: 7:04 - loss: 302.2439 - logits_profile_predictions_loss: 299.1937 - logcount_predictions_loss: 0.2402 267/1644 [===>..........................] - ETA: 7:04 - loss: 302.2491 - logits_profile_predictions_loss: 299.1988 - logcount_predictions_loss: 0.2402 268/1644 [===>..........................] - ETA: 7:04 - loss: 302.2544 - logits_profile_predictions_loss: 299.2040 - logcount_predictions_loss: 0.2402 269/1644 [===>..........................] - ETA: 7:03 - loss: 302.2597 - logits_profile_predictions_loss: 299.2093 - logcount_predictions_loss: 0.2402 270/1644 [===>..........................] - ETA: 7:03 - loss: 302.2645 - logits_profile_predictions_loss: 299.2141 - logcount_predictions_loss: 0.2402 271/1644 [===>..........................] - ETA: 7:03 - loss: 302.2692 - logits_profile_predictions_loss: 299.2187 - logcount_predictions_loss: 0.2402 272/1644 [===>..........................] - ETA: 7:02 - loss: 302.2733 - logits_profile_predictions_loss: 299.2227 - logcount_predictions_loss: 0.2402 273/1644 [===>..........................] - ETA: 7:02 - loss: 302.2778 - logits_profile_predictions_loss: 299.2272 - logcount_predictions_loss: 0.2402 274/1644 [====>.........................] - ETA: 7:02 - loss: 302.2821 - logits_profile_predictions_loss: 299.2313 - logcount_predictions_loss: 0.2402 275/1644 [====>.........................] - ETA: 7:02 - loss: 302.2862 - logits_profile_predictions_loss: 299.2353 - logcount_predictions_loss: 0.2402 276/1644 [====>.........................] - ETA: 7:01 - loss: 302.2901 - logits_profile_predictions_loss: 299.2392 - logcount_predictions_loss: 0.2402 277/1644 [====>.........................] - ETA: 7:01 - loss: 302.2938 - logits_profile_predictions_loss: 299.2427 - logcount_predictions_loss: 0.2402 278/1644 [====>.........................] - ETA: 7:01 - loss: 302.2979 - logits_profile_predictions_loss: 299.2468 - logcount_predictions_loss: 0.2403 279/1644 [====>.........................] - ETA: 7:00 - loss: 302.3024 - logits_profile_predictions_loss: 299.2511 - logcount_predictions_loss: 0.2403 280/1644 [====>.........................] - ETA: 7:00 - loss: 302.3070 - logits_profile_predictions_loss: 299.2556 - logcount_predictions_loss: 0.2403 281/1644 [====>.........................] - ETA: 7:00 - loss: 302.3115 - logits_profile_predictions_loss: 299.2600 - logcount_predictions_loss: 0.2403 282/1644 [====>.........................] - ETA: 6:59 - loss: 302.3161 - logits_profile_predictions_loss: 299.2644 - logcount_predictions_loss: 0.2403 283/1644 [====>.........................] - ETA: 6:59 - loss: 302.3203 - logits_profile_predictions_loss: 299.2684 - logcount_predictions_loss: 0.2403 284/1644 [====>.........................] - ETA: 6:59 - loss: 302.3242 - logits_profile_predictions_loss: 299.2721 - logcount_predictions_loss: 0.2403 285/1644 [====>.........................] - ETA: 6:58 - loss: 302.3285 - logits_profile_predictions_loss: 299.2763 - logcount_predictions_loss: 0.2403 286/1644 [====>.........................] - ETA: 6:58 - loss: 302.3327 - logits_profile_predictions_loss: 299.2803 - logcount_predictions_loss: 0.2404 287/1644 [====>.........................] - ETA: 6:58 - loss: 302.3371 - logits_profile_predictions_loss: 299.2844 - logcount_predictions_loss: 0.2404 288/1644 [====>.........................] - ETA: 6:58 - loss: 302.3413 - logits_profile_predictions_loss: 299.2885 - logcount_predictions_loss: 0.2404 289/1644 [====>.........................] - ETA: 6:57 - loss: 302.3454 - logits_profile_predictions_loss: 299.2924 - logcount_predictions_loss: 0.2404 290/1644 [====>.........................] - ETA: 6:57 - loss: 302.3495 - logits_profile_predictions_loss: 299.2963 - logcount_predictions_loss: 0.2404 291/1644 [====>.........................] - ETA: 6:57 - loss: 302.3538 - logits_profile_predictions_loss: 299.3004 - logcount_predictions_loss: 0.2404 292/1644 [====>.........................] - ETA: 6:56 - loss: 302.3584 - logits_profile_predictions_loss: 299.3048 - logcount_predictions_loss: 0.2404 293/1644 [====>.........................] - ETA: 6:56 - loss: 302.3629 - logits_profile_predictions_loss: 299.3091 - logcount_predictions_loss: 0.2405 294/1644 [====>.........................] - ETA: 6:56 - loss: 302.3673 - logits_profile_predictions_loss: 299.3133 - logcount_predictions_loss: 0.2405 295/1644 [====>.........................] - ETA: 6:55 - loss: 302.3713 - logits_profile_predictions_loss: 299.3171 - logcount_predictions_loss: 0.2405 296/1644 [====>.........................] - ETA: 6:55 - loss: 302.3755 - logits_profile_predictions_loss: 299.3211 - logcount_predictions_loss: 0.2405 297/1644 [====>.........................] - ETA: 6:55 - loss: 302.3795 - logits_profile_predictions_loss: 299.3249 - logcount_predictions_loss: 0.2405 298/1644 [====>.........................] - ETA: 6:54 - loss: 302.3834 - logits_profile_predictions_loss: 299.3286 - logcount_predictions_loss: 0.2405 299/1644 [====>.........................] - ETA: 6:54 - loss: 302.3873 - logits_profile_predictions_loss: 299.3323 - logcount_predictions_loss: 0.2405 300/1644 [====>.........................] - ETA: 6:54 - loss: 302.3912 - logits_profile_predictions_loss: 299.3361 - logcount_predictions_loss: 0.2406 301/1644 [====>.........................] - ETA: 6:54 - loss: 302.3952 - logits_profile_predictions_loss: 299.3399 - logcount_predictions_loss: 0.2406 302/1644 [====>.........................] - ETA: 6:53 - loss: 302.3988 - logits_profile_predictions_loss: 299.3434 - logcount_predictions_loss: 0.2406 303/1644 [====>.........................] - ETA: 6:53 - loss: 302.4024 - logits_profile_predictions_loss: 299.3468 - logcount_predictions_loss: 0.2406 304/1644 [====>.........................] - ETA: 6:53 - loss: 302.4059 - logits_profile_predictions_loss: 299.3502 - logcount_predictions_loss: 0.2406 305/1644 [====>.........................] - ETA: 6:52 - loss: 302.4091 - logits_profile_predictions_loss: 299.3532 - logcount_predictions_loss: 0.2406 306/1644 [====>.........................] - ETA: 6:52 - loss: 302.4122 - logits_profile_predictions_loss: 299.3562 - logcount_predictions_loss: 0.2406 307/1644 [====>.........................] - ETA: 6:52 - loss: 302.4153 - logits_profile_predictions_loss: 299.3590 - logcount_predictions_loss: 0.2407 308/1644 [====>.........................] - ETA: 6:51 - loss: 302.4181 - logits_profile_predictions_loss: 299.3617 - logcount_predictions_loss: 0.2407 309/1644 [====>.........................] - ETA: 6:51 - loss: 302.4207 - logits_profile_predictions_loss: 299.3642 - logcount_predictions_loss: 0.2407 310/1644 [====>.........................] - ETA: 6:51 - loss: 302.4235 - logits_profile_predictions_loss: 299.3668 - logcount_predictions_loss: 0.2407 311/1644 [====>.........................] - ETA: 6:50 - loss: 302.4263 - logits_profile_predictions_loss: 299.3695 - logcount_predictions_loss: 0.2407 312/1644 [====>.........................] - ETA: 6:50 - loss: 302.4292 - logits_profile_predictions_loss: 299.3722 - logcount_predictions_loss: 0.2407 313/1644 [====>.........................] - ETA: 6:50 - loss: 302.4322 - logits_profile_predictions_loss: 299.3751 - logcount_predictions_loss: 0.2407 314/1644 [====>.........................] - ETA: 6:50 - loss: 302.4353 - logits_profile_predictions_loss: 299.3780 - logcount_predictions_loss: 0.2407 315/1644 [====>.........................] - ETA: 6:49 - loss: 302.4385 - logits_profile_predictions_loss: 299.3810 - logcount_predictions_loss: 0.2407 316/1644 [====>.........................] - ETA: 6:49 - loss: 302.4414 - logits_profile_predictions_loss: 299.3838 - logcount_predictions_loss: 0.2408 317/1644 [====>.........................] - ETA: 6:49 - loss: 302.4443 - logits_profile_predictions_loss: 299.3865 - logcount_predictions_loss: 0.2408 318/1644 [====>.........................] - ETA: 6:48 - loss: 302.4473 - logits_profile_predictions_loss: 299.3894 - logcount_predictions_loss: 0.2408 319/1644 [====>.........................] - ETA: 6:48 - loss: 302.4503 - logits_profile_predictions_loss: 299.3922 - logcount_predictions_loss: 0.2408 320/1644 [====>.........................] - ETA: 6:48 - loss: 302.4533 - logits_profile_predictions_loss: 299.3951 - logcount_predictions_loss: 0.2408 321/1644 [====>.........................] - ETA: 6:47 - loss: 302.4566 - logits_profile_predictions_loss: 299.3982 - logcount_predictions_loss: 0.2408 322/1644 [====>.........................] - ETA: 6:47 - loss: 302.4596 - logits_profile_predictions_loss: 299.4010 - logcount_predictions_loss: 0.2408 323/1644 [====>.........................] - ETA: 6:47 - loss: 302.4624 - logits_profile_predictions_loss: 299.4036 - logcount_predictions_loss: 0.2408 324/1644 [====>.........................] - ETA: 6:46 - loss: 302.4652 - logits_profile_predictions_loss: 299.4063 - logcount_predictions_loss: 0.2409 325/1644 [====>.........................] - ETA: 6:46 - loss: 302.4680 - logits_profile_predictions_loss: 299.4089 - logcount_predictions_loss: 0.2409 326/1644 [====>.........................] - ETA: 6:46 - loss: 302.4708 - logits_profile_predictions_loss: 299.4116 - logcount_predictions_loss: 0.2409 327/1644 [====>.........................] - ETA: 6:46 - loss: 302.4737 - logits_profile_predictions_loss: 299.4143 - logcount_predictions_loss: 0.2409 328/1644 [====>.........................] - ETA: 6:45 - loss: 302.4763 - logits_profile_predictions_loss: 299.4167 - logcount_predictions_loss: 0.2409 329/1644 [=====>........................] - ETA: 6:45 - loss: 302.4792 - logits_profile_predictions_loss: 299.4195 - logcount_predictions_loss: 0.2409 330/1644 [=====>........................] - ETA: 6:45 - loss: 302.4824 - logits_profile_predictions_loss: 299.4225 - logcount_predictions_loss: 0.2409 331/1644 [=====>........................] - ETA: 6:44 - loss: 302.4859 - logits_profile_predictions_loss: 299.4258 - logcount_predictions_loss: 0.2410 332/1644 [=====>........................] - ETA: 6:44 - loss: 302.4894 - logits_profile_predictions_loss: 299.4291 - logcount_predictions_loss: 0.2410 333/1644 [=====>........................] - ETA: 6:44 - loss: 302.4926 - logits_profile_predictions_loss: 299.4322 - logcount_predictions_loss: 0.2410 334/1644 [=====>........................] - ETA: 6:43 - loss: 302.4957 - logits_profile_predictions_loss: 299.4352 - logcount_predictions_loss: 0.2410 335/1644 [=====>........................] - ETA: 6:43 - loss: 302.4983 - logits_profile_predictions_loss: 299.4376 - logcount_predictions_loss: 0.2410 336/1644 [=====>........................] - ETA: 6:43 - loss: 302.5009 - 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[============================>.] - ETA: 16s - loss: 303.7285 - logits_profile_predictions_loss: 300.6287 - logcount_predictions_loss: 0.2441 1592/1644 [============================>.] - ETA: 16s - loss: 303.7289 - logits_profile_predictions_loss: 300.6291 - logcount_predictions_loss: 0.2441 1593/1644 [============================>.] - ETA: 15s - loss: 303.7293 - logits_profile_predictions_loss: 300.6295 - logcount_predictions_loss: 0.2441 1594/1644 [============================>.] - ETA: 15s - loss: 303.7297 - logits_profile_predictions_loss: 300.6299 - logcount_predictions_loss: 0.2441 1595/1644 [============================>.] - ETA: 15s - loss: 303.7301 - logits_profile_predictions_loss: 300.6303 - logcount_predictions_loss: 0.2441 1596/1644 [============================>.] - ETA: 14s - loss: 303.7305 - logits_profile_predictions_loss: 300.6307 - logcount_predictions_loss: 0.2441 1597/1644 [============================>.] - ETA: 14s - loss: 303.7309 - 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[============================>.] - ETA: 12s - loss: 303.7340 - logits_profile_predictions_loss: 300.6342 - logcount_predictions_loss: 0.2441 1605/1644 [============================>.] - ETA: 12s - loss: 303.7345 - logits_profile_predictions_loss: 300.6346 - logcount_predictions_loss: 0.2441 1606/1644 [============================>.] - ETA: 11s - loss: 303.7349 - logits_profile_predictions_loss: 300.6351 - logcount_predictions_loss: 0.2441 1607/1644 [============================>.] - ETA: 11s - loss: 303.7353 - logits_profile_predictions_loss: 300.6355 - logcount_predictions_loss: 0.2441 1608/1644 [============================>.] - ETA: 11s - loss: 303.7358 - logits_profile_predictions_loss: 300.6359 - logcount_predictions_loss: 0.2441 1609/1644 [============================>.] - ETA: 10s - loss: 303.7362 - logits_profile_predictions_loss: 300.6364 - logcount_predictions_loss: 0.2441 1610/1644 [============================>.] - ETA: 10s - loss: 303.7366 - logits_profile_predictions_loss: 300.6368 - logcount_predictions_loss: 0.2441 1611/1644 [============================>.] - ETA: 10s - loss: 303.7371 - logits_profile_predictions_loss: 300.6372 - logcount_predictions_loss: 0.2441 1612/1644 [============================>.] - ETA: 9s - loss: 303.7375 - logits_profile_predictions_loss: 300.6376 - logcount_predictions_loss: 0.2441  1613/1644 [============================>.] - ETA: 9s - loss: 303.7379 - logits_profile_predictions_loss: 300.6381 - logcount_predictions_loss: 0.2441 1614/1644 [============================>.] - ETA: 9s - loss: 303.7383 - logits_profile_predictions_loss: 300.6385 - logcount_predictions_loss: 0.2441 1615/1644 [============================>.] - ETA: 8s - loss: 303.7388 - logits_profile_predictions_loss: 300.6389 - logcount_predictions_loss: 0.2441 1616/1644 [============================>.] - ETA: 8s - loss: 303.7392 - logits_profile_predictions_loss: 300.6393 - logcount_predictions_loss: 0.2441 1617/1644 [============================>.] - ETA: 8s - loss: 303.7396 - logits_profile_predictions_loss: 300.6398 - logcount_predictions_loss: 0.2441 1618/1644 [============================>.] - ETA: 8s - loss: 303.7400 - logits_profile_predictions_loss: 300.6402 - logcount_predictions_loss: 0.2441 1619/1644 [============================>.] - ETA: 7s - loss: 303.7404 - logits_profile_predictions_loss: 300.6406 - logcount_predictions_loss: 0.2441 1620/1644 [============================>.] - ETA: 7s - loss: 303.7409 - logits_profile_predictions_loss: 300.6410 - logcount_predictions_loss: 0.2441 1621/1644 [============================>.] - ETA: 7s - loss: 303.7413 - logits_profile_predictions_loss: 300.6414 - logcount_predictions_loss: 0.2441 1622/1644 [============================>.] - ETA: 6s - loss: 303.7417 - logits_profile_predictions_loss: 300.6418 - logcount_predictions_loss: 0.2441 1623/1644 [============================>.] - ETA: 6s - loss: 303.7421 - logits_profile_predictions_loss: 300.6422 - logcount_predictions_loss: 0.2441 1624/1644 [============================>.] - ETA: 6s - loss: 303.7424 - logits_profile_predictions_loss: 300.6426 - logcount_predictions_loss: 0.2441 1625/1644 [============================>.] - ETA: 5s - loss: 303.7428 - logits_profile_predictions_loss: 300.6430 - logcount_predictions_loss: 0.2441 1626/1644 [============================>.] - ETA: 5s - loss: 303.7432 - logits_profile_predictions_loss: 300.6434 - logcount_predictions_loss: 0.2441 1627/1644 [============================>.] - ETA: 5s - loss: 303.7436 - logits_profile_predictions_loss: 300.6438 - logcount_predictions_loss: 0.2441 1628/1644 [============================>.] - ETA: 4s - loss: 303.7440 - logits_profile_predictions_loss: 300.6442 - logcount_predictions_loss: 0.2441 1629/1644 [============================>.] - ETA: 4s - loss: 303.7444 - logits_profile_predictions_loss: 300.6445 - logcount_predictions_loss: 0.2441 1630/1644 [============================>.] - ETA: 4s - loss: 303.7448 - logits_profile_predictions_loss: 300.6449 - logcount_predictions_loss: 0.2441 1631/1644 [============================>.] - ETA: 4s - loss: 303.7452 - logits_profile_predictions_loss: 300.6453 - logcount_predictions_loss: 0.2441 1632/1644 [============================>.] - ETA: 3s - loss: 303.7456 - logits_profile_predictions_loss: 300.6457 - logcount_predictions_loss: 0.2441 1633/1644 [============================>.] - ETA: 3s - loss: 303.7460 - logits_profile_predictions_loss: 300.6461 - logcount_predictions_loss: 0.2441 1634/1644 [============================>.] - ETA: 3s - loss: 303.7464 - logits_profile_predictions_loss: 300.6465 - logcount_predictions_loss: 0.2441 1635/1644 [============================>.] - ETA: 2s - loss: 303.7468 - logits_profile_predictions_loss: 300.6469 - logcount_predictions_loss: 0.2441 1636/1644 [============================>.] - ETA: 2s - loss: 303.7472 - logits_profile_predictions_loss: 300.6473 - logcount_predictions_loss: 0.2441 1637/1644 [============================>.] - ETA: 2s - loss: 303.7476 - logits_profile_predictions_loss: 300.6477 - logcount_predictions_loss: 0.2441 1638/1644 [============================>.] - ETA: 1s - loss: 303.7480 - logits_profile_predictions_loss: 300.6482 - logcount_predictions_loss: 0.2441 1639/1644 [============================>.] - ETA: 1s - loss: 303.7484 - logits_profile_predictions_loss: 300.6486 - logcount_predictions_loss: 0.2441 1640/1644 [============================>.] - ETA: 1s - loss: 303.7488 - logits_profile_predictions_loss: 300.6490 - logcount_predictions_loss: 0.2441 1641/1644 [============================>.] - ETA: 0s - loss: 303.7492 - logits_profile_predictions_loss: 300.6494 - logcount_predictions_loss: 0.2441 1642/1644 [============================>.] - ETA: 0s - loss: 303.7496 - logits_profile_predictions_loss: 300.6498 - logcount_predictions_loss: 0.2441 1643/1644 [============================>.] - ETA: 0s - loss: 303.7501 - logits_profile_predictions_loss: 300.6502 - logcount_predictions_loss: 0.2441 1644/1644 [==============================] - ETA: 0s - loss: 303.7505 - logits_profile_predictions_loss: 300.6506 - logcount_predictions_loss: 0.2441 1644/1644 [==============================] - 528s 321ms/step - loss: 303.7509 - logits_profile_predictions_loss: 300.6511 - logcount_predictions_loss: 0.2441 - val_loss: 329.4358 - val_logits_profile_predictions_loss: 325.3305 - val_logcount_predictions_loss: 0.3232 Epoch 00013: val_loss did not improve from 328.98273 Epoch 14/50 1/1644 [..............................] - ETA: 8:42 - loss: 311.5207 - logits_profile_predictions_loss: 308.8857 - logcount_predictions_loss: 0.2075 2/1644 [..............................] - ETA: 8:20 - loss: 312.2091 - logits_profile_predictions_loss: 309.5528 - logcount_predictions_loss: 0.2092 3/1644 [..............................] - ETA: 8:19 - loss: 316.1044 - logits_profile_predictions_loss: 313.3717 - logcount_predictions_loss: 0.2152 4/1644 [..............................] - ETA: 8:20 - loss: 315.7488 - logits_profile_predictions_loss: 312.9858 - logcount_predictions_loss: 0.2176 5/1644 [..............................] - ETA: 8:20 - loss: 315.1261 - logits_profile_predictions_loss: 312.3488 - logcount_predictions_loss: 0.2187 6/1644 [..............................] - ETA: 8:20 - loss: 315.4664 - logits_profile_predictions_loss: 312.6872 - logcount_predictions_loss: 0.2188 7/1644 [..............................] - ETA: 8:19 - loss: 315.0097 - logits_profile_predictions_loss: 312.2314 - logcount_predictions_loss: 0.2188 8/1644 [..............................] - ETA: 8:19 - loss: 314.3806 - logits_profile_predictions_loss: 311.6203 - logcount_predictions_loss: 0.2173 9/1644 [..............................] - ETA: 8:19 - loss: 313.5776 - logits_profile_predictions_loss: 310.8281 - logcount_predictions_loss: 0.2165 10/1644 [..............................] - ETA: 8:18 - loss: 312.7861 - logits_profile_predictions_loss: 310.0513 - logcount_predictions_loss: 0.2153 11/1644 [..............................] - ETA: 8:18 - loss: 311.9469 - logits_profile_predictions_loss: 309.2254 - logcount_predictions_loss: 0.2143 12/1644 [..............................] - ETA: 8:18 - loss: 311.1621 - logits_profile_predictions_loss: 308.4528 - logcount_predictions_loss: 0.2133 13/1644 [..............................] - ETA: 8:18 - loss: 310.5534 - logits_profile_predictions_loss: 307.8554 - logcount_predictions_loss: 0.2124 14/1644 [..............................] - ETA: 8:17 - loss: 310.0126 - logits_profile_predictions_loss: 307.3237 - logcount_predictions_loss: 0.2117 15/1644 [..............................] - ETA: 8:17 - loss: 309.5150 - logits_profile_predictions_loss: 306.8339 - logcount_predictions_loss: 0.2111 16/1644 [..............................] - ETA: 8:17 - loss: 309.0259 - logits_profile_predictions_loss: 306.3507 - logcount_predictions_loss: 0.2106 17/1644 [..............................] - ETA: 8:17 - loss: 308.5762 - logits_profile_predictions_loss: 305.9026 - logcount_predictions_loss: 0.2105 18/1644 [..............................] - ETA: 8:16 - loss: 308.2425 - logits_profile_predictions_loss: 305.5686 - logcount_predictions_loss: 0.2105 19/1644 [..............................] - ETA: 8:16 - loss: 307.9306 - logits_profile_predictions_loss: 305.2542 - logcount_predictions_loss: 0.2107 20/1644 [..............................] - ETA: 8:16 - loss: 307.6570 - logits_profile_predictions_loss: 304.9779 - logcount_predictions_loss: 0.2109 21/1644 [..............................] - ETA: 8:15 - loss: 307.3394 - logits_profile_predictions_loss: 304.6570 - logcount_predictions_loss: 0.2112 22/1644 [..............................] - ETA: 8:15 - loss: 307.0493 - logits_profile_predictions_loss: 304.3645 - logcount_predictions_loss: 0.2114 23/1644 [..............................] - ETA: 8:15 - loss: 306.7494 - logits_profile_predictions_loss: 304.0627 - logcount_predictions_loss: 0.2116 24/1644 [..............................] - ETA: 8:15 - loss: 306.4955 - logits_profile_predictions_loss: 303.8054 - logcount_predictions_loss: 0.2118 25/1644 [..............................] - ETA: 8:14 - loss: 306.2807 - logits_profile_predictions_loss: 303.5882 - logcount_predictions_loss: 0.2120 26/1644 [..............................] - ETA: 8:14 - loss: 306.0269 - logits_profile_predictions_loss: 303.3328 - logcount_predictions_loss: 0.2121 27/1644 [..............................] - ETA: 8:14 - loss: 305.7785 - logits_profile_predictions_loss: 303.0831 - logcount_predictions_loss: 0.2122 28/1644 [..............................] - ETA: 8:14 - loss: 305.5294 - logits_profile_predictions_loss: 302.8330 - logcount_predictions_loss: 0.2123 29/1644 [..............................] - ETA: 8:13 - loss: 305.2947 - logits_profile_predictions_loss: 302.5969 - logcount_predictions_loss: 0.2124 30/1644 [..............................] - ETA: 8:13 - loss: 305.0500 - logits_profile_predictions_loss: 302.3512 - logcount_predictions_loss: 0.2125 31/1644 [..............................] - ETA: 8:13 - loss: 304.8653 - logits_profile_predictions_loss: 302.1643 - logcount_predictions_loss: 0.2127 32/1644 [..............................] - ETA: 8:12 - loss: 304.6797 - logits_profile_predictions_loss: 301.9762 - logcount_predictions_loss: 0.2129 33/1644 [..............................] - ETA: 8:12 - loss: 304.4985 - logits_profile_predictions_loss: 301.7930 - logcount_predictions_loss: 0.2130 34/1644 [..............................] - ETA: 8:12 - loss: 304.3519 - logits_profile_predictions_loss: 301.6444 - logcount_predictions_loss: 0.2132 35/1644 [..............................] - ETA: 8:12 - loss: 304.1948 - logits_profile_predictions_loss: 301.4856 - logcount_predictions_loss: 0.2133 36/1644 [..............................] - ETA: 8:11 - loss: 304.0288 - logits_profile_predictions_loss: 301.3176 - logcount_predictions_loss: 0.2135 37/1644 [..............................] - ETA: 8:11 - loss: 303.8471 - logits_profile_predictions_loss: 301.1331 - logcount_predictions_loss: 0.2137 38/1644 [..............................] - ETA: 8:11 - loss: 303.7137 - logits_profile_predictions_loss: 300.9966 - logcount_predictions_loss: 0.2139 39/1644 [..............................] - ETA: 8:11 - loss: 303.5859 - logits_profile_predictions_loss: 300.8661 - logcount_predictions_loss: 0.2142 40/1644 [..............................] - ETA: 8:10 - loss: 303.4649 - logits_profile_predictions_loss: 300.7429 - logcount_predictions_loss: 0.2143 41/1644 [..............................] - ETA: 8:10 - loss: 303.3547 - logits_profile_predictions_loss: 300.6311 - logcount_predictions_loss: 0.2145 42/1644 [..............................] - ETA: 8:10 - loss: 303.2358 - logits_profile_predictions_loss: 300.5109 - logcount_predictions_loss: 0.2146 43/1644 [..............................] - ETA: 8:09 - loss: 303.1011 - logits_profile_predictions_loss: 300.3757 - logcount_predictions_loss: 0.2146 44/1644 [..............................] - ETA: 8:09 - loss: 302.9800 - logits_profile_predictions_loss: 300.2544 - logcount_predictions_loss: 0.2146 45/1644 [..............................] - ETA: 8:09 - loss: 302.8565 - logits_profile_predictions_loss: 300.1303 - logcount_predictions_loss: 0.2147 46/1644 [..............................] - ETA: 8:09 - loss: 302.7388 - logits_profile_predictions_loss: 300.0122 - logcount_predictions_loss: 0.2147 47/1644 [..............................] - ETA: 8:08 - loss: 302.6379 - logits_profile_predictions_loss: 299.9106 - logcount_predictions_loss: 0.2147 48/1644 [..............................] - ETA: 8:08 - loss: 302.5332 - logits_profile_predictions_loss: 299.8054 - logcount_predictions_loss: 0.2148 49/1644 [..............................] - ETA: 8:08 - loss: 302.4398 - logits_profile_predictions_loss: 299.7116 - logcount_predictions_loss: 0.2148 50/1644 [..............................] - ETA: 8:07 - loss: 302.3537 - logits_profile_predictions_loss: 299.6253 - logcount_predictions_loss: 0.2148 51/1644 [..............................] - ETA: 8:07 - loss: 302.2752 - logits_profile_predictions_loss: 299.5462 - logcount_predictions_loss: 0.2149 52/1644 [..............................] - ETA: 8:07 - loss: 302.1940 - logits_profile_predictions_loss: 299.4647 - logcount_predictions_loss: 0.2149 53/1644 [..............................] - ETA: 8:06 - loss: 302.1175 - logits_profile_predictions_loss: 299.3876 - logcount_predictions_loss: 0.2150 54/1644 [..............................] - ETA: 8:06 - loss: 302.0475 - logits_profile_predictions_loss: 299.3173 - logcount_predictions_loss: 0.2150 55/1644 [>.............................] - ETA: 8:06 - loss: 301.9671 - logits_profile_predictions_loss: 299.2366 - logcount_predictions_loss: 0.2150 56/1644 [>.............................] - ETA: 8:06 - loss: 301.8801 - logits_profile_predictions_loss: 299.1498 - logcount_predictions_loss: 0.2150 57/1644 [>.............................] - ETA: 8:05 - loss: 301.7925 - logits_profile_predictions_loss: 299.0623 - logcount_predictions_loss: 0.2150 58/1644 [>.............................] - ETA: 8:05 - loss: 301.7076 - logits_profile_predictions_loss: 298.9777 - logcount_predictions_loss: 0.2150 59/1644 [>.............................] - ETA: 8:05 - loss: 301.6303 - logits_profile_predictions_loss: 298.9003 - logcount_predictions_loss: 0.2150 60/1644 [>.............................] - ETA: 8:04 - loss: 301.5531 - logits_profile_predictions_loss: 298.8228 - logcount_predictions_loss: 0.2150 61/1644 [>.............................] - ETA: 8:04 - loss: 301.4876 - logits_profile_predictions_loss: 298.7571 - logcount_predictions_loss: 0.2150 62/1644 [>.............................] - ETA: 8:04 - loss: 301.4236 - logits_profile_predictions_loss: 298.6927 - logcount_predictions_loss: 0.2150 63/1644 [>.............................] - ETA: 8:04 - loss: 301.3631 - logits_profile_predictions_loss: 298.6319 - logcount_predictions_loss: 0.2151 64/1644 [>.............................] - ETA: 8:03 - loss: 301.3041 - logits_profile_predictions_loss: 298.5726 - logcount_predictions_loss: 0.2151 65/1644 [>.............................] - ETA: 8:03 - loss: 301.2504 - logits_profile_predictions_loss: 298.5188 - logcount_predictions_loss: 0.2151 66/1644 [>.............................] - ETA: 8:03 - loss: 301.2013 - logits_profile_predictions_loss: 298.4692 - logcount_predictions_loss: 0.2151 67/1644 [>.............................] - ETA: 8:02 - loss: 301.1574 - logits_profile_predictions_loss: 298.4249 - logcount_predictions_loss: 0.2152 68/1644 [>.............................] - ETA: 8:02 - loss: 301.1234 - logits_profile_predictions_loss: 298.3903 - logcount_predictions_loss: 0.2152 69/1644 [>.............................] - ETA: 8:02 - loss: 301.0848 - logits_profile_predictions_loss: 298.3512 - logcount_predictions_loss: 0.2152 70/1644 [>.............................] - ETA: 8:01 - loss: 301.0489 - logits_profile_predictions_loss: 298.3150 - logcount_predictions_loss: 0.2153 71/1644 [>.............................] - ETA: 8:01 - loss: 301.0085 - logits_profile_predictions_loss: 298.2744 - logcount_predictions_loss: 0.2153 72/1644 [>.............................] - ETA: 8:01 - loss: 300.9614 - logits_profile_predictions_loss: 298.2269 - logcount_predictions_loss: 0.2153 73/1644 [>.............................] - ETA: 8:01 - loss: 300.9112 - logits_profile_predictions_loss: 298.1766 - logcount_predictions_loss: 0.2153 74/1644 [>.............................] - ETA: 8:00 - loss: 300.8674 - logits_profile_predictions_loss: 298.1324 - logcount_predictions_loss: 0.2154 75/1644 [>.............................] - ETA: 8:00 - loss: 300.8174 - logits_profile_predictions_loss: 298.0822 - logcount_predictions_loss: 0.2154 76/1644 [>.............................] - ETA: 8:00 - loss: 300.7693 - 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[===>..........................] - ETA: 7:05 - loss: 299.9075 - logits_profile_predictions_loss: 297.1346 - logcount_predictions_loss: 0.2183 260/1644 [===>..........................] - ETA: 7:04 - loss: 299.9108 - logits_profile_predictions_loss: 297.1379 - logcount_predictions_loss: 0.2184 261/1644 [===>..........................] - ETA: 7:04 - loss: 299.9135 - logits_profile_predictions_loss: 297.1404 - logcount_predictions_loss: 0.2184 262/1644 [===>..........................] - ETA: 7:04 - loss: 299.9162 - logits_profile_predictions_loss: 297.1430 - logcount_predictions_loss: 0.2184 263/1644 [===>..........................] - ETA: 7:03 - loss: 299.9190 - logits_profile_predictions_loss: 297.1457 - logcount_predictions_loss: 0.2184 264/1644 [===>..........................] - ETA: 7:03 - loss: 299.9217 - logits_profile_predictions_loss: 297.1483 - logcount_predictions_loss: 0.2184 265/1644 [===>..........................] - ETA: 7:03 - loss: 299.9243 - 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[===>..........................] - ETA: 7:01 - loss: 299.9428 - logits_profile_predictions_loss: 297.1688 - logcount_predictions_loss: 0.2184 273/1644 [===>..........................] - ETA: 7:00 - loss: 299.9452 - logits_profile_predictions_loss: 297.1711 - logcount_predictions_loss: 0.2184 274/1644 [====>.........................] - ETA: 7:00 - loss: 299.9478 - logits_profile_predictions_loss: 297.1737 - logcount_predictions_loss: 0.2184 275/1644 [====>.........................] - ETA: 7:00 - loss: 299.9507 - logits_profile_predictions_loss: 297.1765 - logcount_predictions_loss: 0.2184 276/1644 [====>.........................] - ETA: 6:59 - loss: 299.9538 - logits_profile_predictions_loss: 297.1796 - logcount_predictions_loss: 0.2185 277/1644 [====>.........................] - ETA: 6:59 - loss: 299.9572 - logits_profile_predictions_loss: 297.1829 - logcount_predictions_loss: 0.2185 278/1644 [====>.........................] - ETA: 6:59 - loss: 299.9600 - 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[====>.........................] - ETA: 6:57 - loss: 299.9797 - logits_profile_predictions_loss: 297.2052 - logcount_predictions_loss: 0.2185 286/1644 [====>.........................] - ETA: 6:56 - loss: 299.9823 - logits_profile_predictions_loss: 297.2078 - logcount_predictions_loss: 0.2185 287/1644 [====>.........................] - ETA: 6:56 - loss: 299.9849 - logits_profile_predictions_loss: 297.2104 - logcount_predictions_loss: 0.2185 288/1644 [====>.........................] - ETA: 6:56 - loss: 299.9877 - logits_profile_predictions_loss: 297.2131 - logcount_predictions_loss: 0.2185 289/1644 [====>.........................] - ETA: 6:55 - loss: 299.9905 - logits_profile_predictions_loss: 297.2160 - logcount_predictions_loss: 0.2185 290/1644 [====>.........................] - ETA: 6:55 - loss: 299.9937 - logits_profile_predictions_loss: 297.2192 - logcount_predictions_loss: 0.2185 291/1644 [====>.........................] - ETA: 6:55 - loss: 299.9971 - 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[====>.........................] - ETA: 6:53 - loss: 300.0142 - logits_profile_predictions_loss: 297.2398 - logcount_predictions_loss: 0.2185 299/1644 [====>.........................] - ETA: 6:52 - loss: 300.0163 - logits_profile_predictions_loss: 297.2419 - logcount_predictions_loss: 0.2185 300/1644 [====>.........................] - ETA: 6:52 - loss: 300.0184 - logits_profile_predictions_loss: 297.2441 - logcount_predictions_loss: 0.2185 301/1644 [====>.........................] - ETA: 6:52 - loss: 300.0206 - logits_profile_predictions_loss: 297.2462 - logcount_predictions_loss: 0.2185 302/1644 [====>.........................] - ETA: 6:52 - loss: 300.0225 - logits_profile_predictions_loss: 297.2482 - logcount_predictions_loss: 0.2185 303/1644 [====>.........................] - ETA: 6:51 - loss: 300.0245 - logits_profile_predictions_loss: 297.2503 - logcount_predictions_loss: 0.2185 304/1644 [====>.........................] - ETA: 6:51 - loss: 300.0266 - logits_profile_predictions_loss: 297.2524 - logcount_predictions_loss: 0.2185 305/1644 [====>.........................] - ETA: 6:51 - loss: 300.0285 - logits_profile_predictions_loss: 297.2544 - logcount_predictions_loss: 0.2184 306/1644 [====>.........................] - ETA: 6:50 - loss: 300.0304 - logits_profile_predictions_loss: 297.2563 - logcount_predictions_loss: 0.2184 307/1644 [====>.........................] - ETA: 6:50 - loss: 300.0322 - logits_profile_predictions_loss: 297.2582 - logcount_predictions_loss: 0.2184 308/1644 [====>.........................] - ETA: 6:50 - loss: 300.0340 - logits_profile_predictions_loss: 297.2601 - logcount_predictions_loss: 0.2184 309/1644 [====>.........................] - ETA: 6:49 - loss: 300.0361 - logits_profile_predictions_loss: 297.2622 - logcount_predictions_loss: 0.2184 310/1644 [====>.........................] - ETA: 6:49 - loss: 300.0380 - logits_profile_predictions_loss: 297.2642 - logcount_predictions_loss: 0.2184 311/1644 [====>.........................] - ETA: 6:49 - loss: 300.0402 - logits_profile_predictions_loss: 297.2665 - logcount_predictions_loss: 0.2184 312/1644 [====>.........................] - ETA: 6:49 - loss: 300.0422 - logits_profile_predictions_loss: 297.2686 - logcount_predictions_loss: 0.2184 313/1644 [====>.........................] - ETA: 6:48 - loss: 300.0442 - logits_profile_predictions_loss: 297.2707 - logcount_predictions_loss: 0.2184 314/1644 [====>.........................] - ETA: 6:48 - loss: 300.0458 - logits_profile_predictions_loss: 297.2724 - logcount_predictions_loss: 0.2184 315/1644 [====>.........................] - ETA: 6:48 - loss: 300.0473 - logits_profile_predictions_loss: 297.2739 - logcount_predictions_loss: 0.2184 316/1644 [====>.........................] - ETA: 6:47 - loss: 300.0487 - logits_profile_predictions_loss: 297.2754 - logcount_predictions_loss: 0.2184 317/1644 [====>.........................] - ETA: 6:47 - loss: 300.0502 - logits_profile_predictions_loss: 297.2770 - logcount_predictions_loss: 0.2184 318/1644 [====>.........................] - ETA: 6:47 - loss: 300.0518 - logits_profile_predictions_loss: 297.2787 - logcount_predictions_loss: 0.2184 319/1644 [====>.........................] - ETA: 6:46 - loss: 300.0538 - logits_profile_predictions_loss: 297.2808 - logcount_predictions_loss: 0.2184 320/1644 [====>.........................] - ETA: 6:46 - loss: 300.0561 - logits_profile_predictions_loss: 297.2831 - logcount_predictions_loss: 0.2184 321/1644 [====>.........................] - ETA: 6:46 - loss: 300.0588 - logits_profile_predictions_loss: 297.2859 - logcount_predictions_loss: 0.2183 322/1644 [====>.........................] - ETA: 6:45 - loss: 300.0615 - logits_profile_predictions_loss: 297.2887 - logcount_predictions_loss: 0.2183 323/1644 [====>.........................] - ETA: 6:45 - loss: 300.0642 - logits_profile_predictions_loss: 297.2915 - logcount_predictions_loss: 0.2183 324/1644 [====>.........................] - ETA: 6:45 - loss: 300.0668 - logits_profile_predictions_loss: 297.2941 - logcount_predictions_loss: 0.2183 325/1644 [====>.........................] - ETA: 6:45 - loss: 300.0695 - logits_profile_predictions_loss: 297.2969 - logcount_predictions_loss: 0.2183 326/1644 [====>.........................] - ETA: 6:44 - loss: 300.0722 - logits_profile_predictions_loss: 297.2997 - logcount_predictions_loss: 0.2183 327/1644 [====>.........................] - ETA: 6:44 - loss: 300.0745 - logits_profile_predictions_loss: 297.3021 - logcount_predictions_loss: 0.2183 328/1644 [====>.........................] - ETA: 6:44 - loss: 300.0771 - logits_profile_predictions_loss: 297.3047 - logcount_predictions_loss: 0.2183 329/1644 [=====>........................] - ETA: 6:43 - loss: 300.0796 - logits_profile_predictions_loss: 297.3073 - logcount_predictions_loss: 0.2183 330/1644 [=====>........................] - ETA: 6:43 - loss: 300.0822 - logits_profile_predictions_loss: 297.3100 - logcount_predictions_loss: 0.2183 331/1644 [=====>........................] - ETA: 6:43 - loss: 300.0849 - logits_profile_predictions_loss: 297.3128 - logcount_predictions_loss: 0.2183 332/1644 [=====>........................] - ETA: 6:42 - loss: 300.0876 - logits_profile_predictions_loss: 297.3156 - logcount_predictions_loss: 0.2183 333/1644 [=====>........................] - ETA: 6:42 - loss: 300.0902 - logits_profile_predictions_loss: 297.3183 - logcount_predictions_loss: 0.2183 334/1644 [=====>........................] - ETA: 6:42 - loss: 300.0927 - logits_profile_predictions_loss: 297.3209 - logcount_predictions_loss: 0.2183 335/1644 [=====>........................] - ETA: 6:42 - loss: 300.0951 - logits_profile_predictions_loss: 297.3234 - logcount_predictions_loss: 0.2183 336/1644 [=====>........................] - ETA: 6:41 - loss: 300.0975 - logits_profile_predictions_loss: 297.3259 - logcount_predictions_loss: 0.2183 337/1644 [=====>........................] - ETA: 6:41 - loss: 300.1000 - logits_profile_predictions_loss: 297.3285 - logcount_predictions_loss: 0.2182 338/1644 [=====>........................] - ETA: 6:41 - loss: 300.1024 - logits_profile_predictions_loss: 297.3309 - logcount_predictions_loss: 0.2182 339/1644 [=====>........................] - ETA: 6:40 - loss: 300.1047 - logits_profile_predictions_loss: 297.3333 - logcount_predictions_loss: 0.2182 340/1644 [=====>........................] - ETA: 6:40 - loss: 300.1066 - logits_profile_predictions_loss: 297.3354 - logcount_predictions_loss: 0.2182 341/1644 [=====>........................] - ETA: 6:40 - loss: 300.1086 - logits_profile_predictions_loss: 297.3375 - logcount_predictions_loss: 0.2182 342/1644 [=====>........................] - ETA: 6:39 - loss: 300.1106 - logits_profile_predictions_loss: 297.3395 - logcount_predictions_loss: 0.2182 343/1644 [=====>........................] - ETA: 6:39 - loss: 300.1123 - logits_profile_predictions_loss: 297.3413 - logcount_predictions_loss: 0.2182 344/1644 [=====>........................] - ETA: 6:39 - loss: 300.1140 - logits_profile_predictions_loss: 297.3431 - logcount_predictions_loss: 0.2182 345/1644 [=====>........................] - ETA: 6:39 - loss: 300.1157 - logits_profile_predictions_loss: 297.3449 - logcount_predictions_loss: 0.2182 346/1644 [=====>........................] - ETA: 6:38 - loss: 300.1172 - logits_profile_predictions_loss: 297.3465 - logcount_predictions_loss: 0.2182 347/1644 [=====>........................] - ETA: 6:38 - loss: 300.1186 - logits_profile_predictions_loss: 297.3479 - logcount_predictions_loss: 0.2182 348/1644 [=====>........................] - ETA: 6:38 - loss: 300.1196 - logits_profile_predictions_loss: 297.3491 - logcount_predictions_loss: 0.2182 349/1644 [=====>........................] - ETA: 6:37 - loss: 300.1207 - logits_profile_predictions_loss: 297.3502 - logcount_predictions_loss: 0.2182 350/1644 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loss: 300.4497 - logits_profile_predictions_loss: 297.7710 - logcount_predictions_loss: 0.2109 1625/1644 [============================>.] - ETA: 5s - loss: 300.4496 - logits_profile_predictions_loss: 297.7710 - logcount_predictions_loss: 0.2109 1626/1644 [============================>.] - ETA: 5s - loss: 300.4496 - logits_profile_predictions_loss: 297.7710 - logcount_predictions_loss: 0.2109 1627/1644 [============================>.] - ETA: 5s - loss: 300.4495 - logits_profile_predictions_loss: 297.7710 - logcount_predictions_loss: 0.2109 1628/1644 [============================>.] - ETA: 4s - loss: 300.4494 - logits_profile_predictions_loss: 297.7709 - logcount_predictions_loss: 0.2109 1629/1644 [============================>.] - ETA: 4s - loss: 300.4493 - logits_profile_predictions_loss: 297.7709 - logcount_predictions_loss: 0.2109 1630/1644 [============================>.] - ETA: 4s - loss: 300.4492 - logits_profile_predictions_loss: 297.7708 - logcount_predictions_loss: 0.2109 1631/1644 [============================>.] - ETA: 4s - loss: 300.4492 - logits_profile_predictions_loss: 297.7708 - logcount_predictions_loss: 0.2109 1632/1644 [============================>.] - ETA: 3s - loss: 300.4491 - logits_profile_predictions_loss: 297.7707 - logcount_predictions_loss: 0.2109 1633/1644 [============================>.] - ETA: 3s - loss: 300.4490 - logits_profile_predictions_loss: 297.7707 - logcount_predictions_loss: 0.2109 1634/1644 [============================>.] - ETA: 3s - loss: 300.4489 - logits_profile_predictions_loss: 297.7706 - logcount_predictions_loss: 0.2109 1635/1644 [============================>.] - ETA: 2s - loss: 300.4488 - logits_profile_predictions_loss: 297.7706 - logcount_predictions_loss: 0.2109 1636/1644 [============================>.] - ETA: 2s - loss: 300.4487 - logits_profile_predictions_loss: 297.7705 - logcount_predictions_loss: 0.2109 1637/1644 [============================>.] - ETA: 2s - loss: 300.4487 - logits_profile_predictions_loss: 297.7705 - logcount_predictions_loss: 0.2109 1638/1644 [============================>.] - ETA: 1s - loss: 300.4485 - logits_profile_predictions_loss: 297.7704 - logcount_predictions_loss: 0.2109 1639/1644 [============================>.] - ETA: 1s - loss: 300.4485 - logits_profile_predictions_loss: 297.7704 - logcount_predictions_loss: 0.2109 1640/1644 [============================>.] - ETA: 1s - loss: 300.4484 - logits_profile_predictions_loss: 297.7703 - logcount_predictions_loss: 0.2109 1641/1644 [============================>.] - ETA: 0s - loss: 300.4483 - logits_profile_predictions_loss: 297.7702 - logcount_predictions_loss: 0.2109 1642/1644 [============================>.] - ETA: 0s - loss: 300.4482 - logits_profile_predictions_loss: 297.7702 - logcount_predictions_loss: 0.2109 1643/1644 [============================>.] - ETA: 0s - loss: 300.4481 - logits_profile_predictions_loss: 297.7701 - logcount_predictions_loss: 0.2109 1644/1644 [==============================] - ETA: 0s - loss: 300.4480 - logits_profile_predictions_loss: 297.7701 - logcount_predictions_loss: 0.2109 1644/1644 [==============================] - 527s 321ms/step - loss: 300.4479 - logits_profile_predictions_loss: 297.7700 - logcount_predictions_loss: 0.2109 - val_loss: 329.4655 - val_logits_profile_predictions_loss: 325.3537 - val_logcount_predictions_loss: 0.3238 Epoch 00014: val_loss did not improve from 328.98273 Epoch 15/50 1/1644 [..............................] - ETA: 8:41 - loss: 282.1216 - logits_profile_predictions_loss: 279.9103 - logcount_predictions_loss: 0.1741 2/1644 [..............................] - ETA: 8:20 - loss: 286.5247 - logits_profile_predictions_loss: 284.3131 - logcount_predictions_loss: 0.1741 3/1644 [..............................] - ETA: 8:20 - loss: 290.3462 - logits_profile_predictions_loss: 288.0772 - logcount_predictions_loss: 0.1787 4/1644 [..............................] - ETA: 8:21 - loss: 291.8304 - logits_profile_predictions_loss: 289.5170 - logcount_predictions_loss: 0.1822 5/1644 [..............................] - ETA: 8:21 - loss: 292.3864 - logits_profile_predictions_loss: 290.0465 - logcount_predictions_loss: 0.1842 6/1644 [..............................] - ETA: 8:20 - loss: 293.0113 - logits_profile_predictions_loss: 290.6499 - logcount_predictions_loss: 0.1859 7/1644 [..............................] - ETA: 8:20 - loss: 293.7725 - logits_profile_predictions_loss: 291.4120 - logcount_predictions_loss: 0.1859 8/1644 [..............................] - ETA: 8:20 - loss: 294.5443 - logits_profile_predictions_loss: 292.1865 - logcount_predictions_loss: 0.1857 9/1644 [..............................] - ETA: 8:20 - loss: 295.3537 - logits_profile_predictions_loss: 293.0025 - logcount_predictions_loss: 0.1851 10/1644 [..............................] - ETA: 8:19 - loss: 295.8781 - logits_profile_predictions_loss: 293.5355 - logcount_predictions_loss: 0.1845 11/1644 [..............................] - ETA: 8:19 - loss: 296.3875 - logits_profile_predictions_loss: 294.0475 - logcount_predictions_loss: 0.1843 12/1644 [..............................] - ETA: 8:19 - loss: 296.7548 - logits_profile_predictions_loss: 294.4172 - logcount_predictions_loss: 0.1841 13/1644 [..............................] - ETA: 8:19 - loss: 296.9475 - logits_profile_predictions_loss: 294.6070 - logcount_predictions_loss: 0.1843 14/1644 [..............................] - ETA: 8:18 - loss: 297.1835 - logits_profile_predictions_loss: 294.8382 - logcount_predictions_loss: 0.1847 15/1644 [..............................] - ETA: 8:18 - loss: 297.2702 - logits_profile_predictions_loss: 294.9191 - logcount_predictions_loss: 0.1851 16/1644 [..............................] - ETA: 8:18 - loss: 297.4449 - logits_profile_predictions_loss: 295.0874 - logcount_predictions_loss: 0.1856 17/1644 [..............................] - ETA: 8:17 - loss: 297.6254 - logits_profile_predictions_loss: 295.2625 - logcount_predictions_loss: 0.1861 18/1644 [..............................] - ETA: 8:17 - loss: 297.8099 - logits_profile_predictions_loss: 295.4428 - logcount_predictions_loss: 0.1864 19/1644 [..............................] - ETA: 8:17 - loss: 297.9585 - logits_profile_predictions_loss: 295.5868 - logcount_predictions_loss: 0.1867 20/1644 [..............................] - ETA: 8:17 - loss: 298.0627 - logits_profile_predictions_loss: 295.6871 - logcount_predictions_loss: 0.1871 21/1644 [..............................] - ETA: 8:15 - loss: 298.1258 - logits_profile_predictions_loss: 295.7451 - logcount_predictions_loss: 0.1875 22/1644 [..............................] - ETA: 8:15 - loss: 298.2414 - logits_profile_predictions_loss: 295.8561 - logcount_predictions_loss: 0.1878 23/1644 [..............................] - ETA: 8:14 - loss: 298.3263 - logits_profile_predictions_loss: 295.9370 - logcount_predictions_loss: 0.1881 24/1644 [..............................] - ETA: 8:14 - loss: 298.3824 - logits_profile_predictions_loss: 295.9883 - logcount_predictions_loss: 0.1885 25/1644 [..............................] - ETA: 8:14 - loss: 298.4590 - logits_profile_predictions_loss: 296.0606 - logcount_predictions_loss: 0.1888 26/1644 [..............................] - ETA: 8:14 - loss: 298.4464 - logits_profile_predictions_loss: 296.0450 - logcount_predictions_loss: 0.1891 27/1644 [..............................] - ETA: 8:13 - loss: 298.4376 - logits_profile_predictions_loss: 296.0336 - logcount_predictions_loss: 0.1893 28/1644 [..............................] - ETA: 8:13 - loss: 298.4365 - logits_profile_predictions_loss: 296.0288 - logcount_predictions_loss: 0.1896 29/1644 [..............................] - ETA: 8:13 - loss: 298.4063 - logits_profile_predictions_loss: 295.9949 - logcount_predictions_loss: 0.1899 30/1644 [..............................] - ETA: 8:13 - loss: 298.4003 - logits_profile_predictions_loss: 295.9854 - logcount_predictions_loss: 0.1901 31/1644 [..............................] - ETA: 8:13 - loss: 298.4140 - logits_profile_predictions_loss: 295.9959 - logcount_predictions_loss: 0.1904 32/1644 [..............................] - ETA: 8:12 - loss: 298.4605 - logits_profile_predictions_loss: 296.0401 - logcount_predictions_loss: 0.1906 33/1644 [..............................] - ETA: 8:12 - loss: 298.5124 - logits_profile_predictions_loss: 296.0905 - logcount_predictions_loss: 0.1907 34/1644 [..............................] - ETA: 8:12 - loss: 298.5591 - logits_profile_predictions_loss: 296.1360 - logcount_predictions_loss: 0.1908 35/1644 [..............................] - ETA: 8:11 - loss: 298.6011 - logits_profile_predictions_loss: 296.1764 - logcount_predictions_loss: 0.1909 36/1644 [..............................] - ETA: 8:11 - loss: 298.6575 - logits_profile_predictions_loss: 296.2311 - logcount_predictions_loss: 0.1911 37/1644 [..............................] - ETA: 8:11 - loss: 298.7052 - logits_profile_predictions_loss: 296.2772 - logcount_predictions_loss: 0.1912 38/1644 [..............................] - ETA: 8:11 - loss: 298.7459 - logits_profile_predictions_loss: 296.3165 - logcount_predictions_loss: 0.1913 39/1644 [..............................] - ETA: 8:10 - loss: 298.7719 - logits_profile_predictions_loss: 296.3413 - logcount_predictions_loss: 0.1914 40/1644 [..............................] - ETA: 8:10 - loss: 298.7851 - logits_profile_predictions_loss: 296.3535 - logcount_predictions_loss: 0.1915 41/1644 [..............................] - ETA: 8:10 - loss: 298.8086 - logits_profile_predictions_loss: 296.3761 - logcount_predictions_loss: 0.1915 42/1644 [..............................] - ETA: 8:10 - loss: 298.8469 - logits_profile_predictions_loss: 296.4133 - logcount_predictions_loss: 0.1916 43/1644 [..............................] - ETA: 8:09 - loss: 298.8780 - logits_profile_predictions_loss: 296.4433 - logcount_predictions_loss: 0.1917 44/1644 [..............................] - ETA: 8:09 - loss: 298.9096 - logits_profile_predictions_loss: 296.4740 - logcount_predictions_loss: 0.1918 45/1644 [..............................] - ETA: 8:09 - loss: 298.9227 - logits_profile_predictions_loss: 296.4863 - logcount_predictions_loss: 0.1918 46/1644 [..............................] - ETA: 8:09 - loss: 298.9365 - logits_profile_predictions_loss: 296.4987 - logcount_predictions_loss: 0.1919 47/1644 [..............................] - ETA: 8:08 - loss: 298.9484 - logits_profile_predictions_loss: 296.5096 - logcount_predictions_loss: 0.1920 48/1644 [..............................] - ETA: 8:08 - loss: 298.9577 - logits_profile_predictions_loss: 296.5175 - logcount_predictions_loss: 0.1921 49/1644 [..............................] - ETA: 8:08 - loss: 298.9558 - logits_profile_predictions_loss: 296.5143 - logcount_predictions_loss: 0.1922 50/1644 [..............................] - ETA: 8:07 - loss: 298.9582 - logits_profile_predictions_loss: 296.5157 - logcount_predictions_loss: 0.1923 51/1644 [..............................] - ETA: 8:07 - loss: 298.9610 - logits_profile_predictions_loss: 296.5176 - logcount_predictions_loss: 0.1924 52/1644 [..............................] - ETA: 8:07 - loss: 298.9629 - logits_profile_predictions_loss: 296.5184 - logcount_predictions_loss: 0.1925 53/1644 [..............................] - ETA: 8:07 - loss: 298.9605 - logits_profile_predictions_loss: 296.5149 - logcount_predictions_loss: 0.1926 54/1644 [..............................] - ETA: 8:07 - loss: 298.9479 - logits_profile_predictions_loss: 296.5011 - logcount_predictions_loss: 0.1927 55/1644 [>.............................] - ETA: 8:06 - loss: 298.9396 - logits_profile_predictions_loss: 296.4919 - logcount_predictions_loss: 0.1927 56/1644 [>.............................] - ETA: 8:06 - loss: 298.9292 - logits_profile_predictions_loss: 296.4806 - logcount_predictions_loss: 0.1928 57/1644 [>.............................] - ETA: 8:06 - loss: 298.9197 - logits_profile_predictions_loss: 296.4701 - logcount_predictions_loss: 0.1929 58/1644 [>.............................] - ETA: 8:05 - loss: 298.9008 - logits_profile_predictions_loss: 296.4504 - logcount_predictions_loss: 0.1929 59/1644 [>.............................] - ETA: 8:05 - loss: 298.8801 - logits_profile_predictions_loss: 296.4292 - logcount_predictions_loss: 0.1930 60/1644 [>.............................] - ETA: 8:05 - loss: 298.8671 - logits_profile_predictions_loss: 296.4155 - logcount_predictions_loss: 0.1930 61/1644 [>.............................] - ETA: 8:05 - loss: 298.8467 - logits_profile_predictions_loss: 296.3944 - logcount_predictions_loss: 0.1931 62/1644 [>.............................] - ETA: 8:04 - loss: 298.8245 - logits_profile_predictions_loss: 296.3718 - logcount_predictions_loss: 0.1931 63/1644 [>.............................] - ETA: 8:04 - loss: 298.8090 - logits_profile_predictions_loss: 296.3559 - logcount_predictions_loss: 0.1932 64/1644 [>.............................] - ETA: 8:04 - loss: 298.7942 - logits_profile_predictions_loss: 296.3407 - logcount_predictions_loss: 0.1932 65/1644 [>.............................] - ETA: 8:03 - loss: 298.7795 - logits_profile_predictions_loss: 296.3256 - logcount_predictions_loss: 0.1932 66/1644 [>.............................] - ETA: 8:03 - loss: 298.7631 - logits_profile_predictions_loss: 296.3089 - logcount_predictions_loss: 0.1932 67/1644 [>.............................] - ETA: 8:03 - loss: 298.7461 - logits_profile_predictions_loss: 296.2916 - logcount_predictions_loss: 0.1933 68/1644 [>.............................] - ETA: 8:02 - loss: 298.7310 - logits_profile_predictions_loss: 296.2760 - logcount_predictions_loss: 0.1933 69/1644 [>.............................] - ETA: 8:02 - loss: 298.7166 - logits_profile_predictions_loss: 296.2612 - logcount_predictions_loss: 0.1933 70/1644 [>.............................] - ETA: 8:02 - loss: 298.7046 - logits_profile_predictions_loss: 296.2488 - logcount_predictions_loss: 0.1934 71/1644 [>.............................] - ETA: 8:02 - loss: 298.6949 - logits_profile_predictions_loss: 296.2386 - logcount_predictions_loss: 0.1934 72/1644 [>.............................] - ETA: 8:01 - loss: 298.6823 - logits_profile_predictions_loss: 296.2257 - logcount_predictions_loss: 0.1934 73/1644 [>.............................] - ETA: 8:01 - loss: 298.6710 - logits_profile_predictions_loss: 296.2140 - logcount_predictions_loss: 0.1935 74/1644 [>.............................] - ETA: 8:01 - loss: 298.6578 - logits_profile_predictions_loss: 296.2005 - logcount_predictions_loss: 0.1935 75/1644 [>.............................] - ETA: 8:00 - loss: 298.6446 - logits_profile_predictions_loss: 296.1869 - logcount_predictions_loss: 0.1935 76/1644 [>.............................] - ETA: 8:00 - loss: 298.6322 - logits_profile_predictions_loss: 296.1743 - logcount_predictions_loss: 0.1935 77/1644 [>.............................] - ETA: 8:00 - loss: 298.6248 - logits_profile_predictions_loss: 296.1665 - logcount_predictions_loss: 0.1936 78/1644 [>.............................] - ETA: 8:00 - loss: 298.6165 - logits_profile_predictions_loss: 296.1581 - logcount_predictions_loss: 0.1936 79/1644 [>.............................] - ETA: 7:59 - loss: 298.6103 - logits_profile_predictions_loss: 296.1517 - logcount_predictions_loss: 0.1936 80/1644 [>.............................] - ETA: 7:59 - loss: 298.6053 - logits_profile_predictions_loss: 296.1465 - logcount_predictions_loss: 0.1936 81/1644 [>.............................] - ETA: 7:59 - loss: 298.6008 - logits_profile_predictions_loss: 296.1418 - logcount_predictions_loss: 0.1936 82/1644 [>.............................] - ETA: 7:58 - loss: 298.5962 - logits_profile_predictions_loss: 296.1368 - logcount_predictions_loss: 0.1936 83/1644 [>.............................] - ETA: 7:58 - loss: 298.5905 - logits_profile_predictions_loss: 296.1309 - logcount_predictions_loss: 0.1937 84/1644 [>.............................] - ETA: 7:58 - loss: 298.5809 - logits_profile_predictions_loss: 296.1210 - logcount_predictions_loss: 0.1937 85/1644 [>.............................] - ETA: 7:58 - loss: 298.5716 - logits_profile_predictions_loss: 296.1115 - logcount_predictions_loss: 0.1937 86/1644 [>.............................] - ETA: 7:57 - loss: 298.5697 - logits_profile_predictions_loss: 296.1092 - logcount_predictions_loss: 0.1937 87/1644 [>.............................] - ETA: 7:57 - loss: 298.5689 - logits_profile_predictions_loss: 296.1082 - logcount_predictions_loss: 0.1938 88/1644 [>.............................] - ETA: 7:57 - loss: 298.5659 - logits_profile_predictions_loss: 296.1049 - logcount_predictions_loss: 0.1938 89/1644 [>.............................] - ETA: 7:56 - loss: 298.5617 - logits_profile_predictions_loss: 296.1005 - logcount_predictions_loss: 0.1938 90/1644 [>.............................] - ETA: 7:56 - loss: 298.5597 - logits_profile_predictions_loss: 296.0982 - logcount_predictions_loss: 0.1938 91/1644 [>.............................] - ETA: 7:56 - loss: 298.5588 - logits_profile_predictions_loss: 296.0969 - logcount_predictions_loss: 0.1939 92/1644 [>.............................] - ETA: 7:56 - loss: 298.5576 - logits_profile_predictions_loss: 296.0953 - logcount_predictions_loss: 0.1939 93/1644 [>.............................] - ETA: 7:55 - loss: 298.5537 - logits_profile_predictions_loss: 296.0911 - logcount_predictions_loss: 0.1939 94/1644 [>.............................] - ETA: 7:55 - loss: 298.5495 - logits_profile_predictions_loss: 296.0866 - logcount_predictions_loss: 0.1939 95/1644 [>.............................] - ETA: 7:55 - loss: 298.5438 - logits_profile_predictions_loss: 296.0806 - logcount_predictions_loss: 0.1939 96/1644 [>.............................] - ETA: 7:54 - loss: 298.5366 - logits_profile_predictions_loss: 296.0732 - logcount_predictions_loss: 0.1940 97/1644 [>.............................] - ETA: 7:54 - loss: 298.5338 - logits_profile_predictions_loss: 296.0702 - logcount_predictions_loss: 0.1940 98/1644 [>.............................] - ETA: 7:54 - loss: 298.5291 - logits_profile_predictions_loss: 296.0651 - logcount_predictions_loss: 0.1940 99/1644 [>.............................] - ETA: 7:54 - loss: 298.5235 - logits_profile_predictions_loss: 296.0591 - logcount_predictions_loss: 0.1940 100/1644 [>.............................] - ETA: 7:53 - loss: 298.5219 - logits_profile_predictions_loss: 296.0573 - logcount_predictions_loss: 0.1941 101/1644 [>.............................] - ETA: 7:53 - loss: 298.5192 - logits_profile_predictions_loss: 296.0544 - logcount_predictions_loss: 0.1941 102/1644 [>.............................] - ETA: 7:53 - loss: 298.5140 - logits_profile_predictions_loss: 296.0489 - logcount_predictions_loss: 0.1941 103/1644 [>.............................] - ETA: 7:52 - loss: 298.5116 - logits_profile_predictions_loss: 296.0462 - logcount_predictions_loss: 0.1941 104/1644 [>.............................] - ETA: 7:52 - loss: 298.5108 - logits_profile_predictions_loss: 296.0450 - logcount_predictions_loss: 0.1942 105/1644 [>.............................] - ETA: 7:52 - loss: 298.5067 - logits_profile_predictions_loss: 296.0405 - logcount_predictions_loss: 0.1942 106/1644 [>.............................] - ETA: 7:52 - loss: 298.5048 - logits_profile_predictions_loss: 296.0382 - logcount_predictions_loss: 0.1942 107/1644 [>.............................] - ETA: 7:51 - loss: 298.5050 - logits_profile_predictions_loss: 296.0380 - logcount_predictions_loss: 0.1942 108/1644 [>.............................] - ETA: 7:51 - loss: 298.5049 - logits_profile_predictions_loss: 296.0376 - logcount_predictions_loss: 0.1943 109/1644 [>.............................] - ETA: 7:51 - loss: 298.5057 - logits_profile_predictions_loss: 296.0379 - logcount_predictions_loss: 0.1943 110/1644 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[===========================>..] - ETA: 32s - loss: 298.9105 - logits_profile_predictions_loss: 296.4782 - logcount_predictions_loss: 0.1915 1541/1644 [===========================>..] - ETA: 31s - loss: 298.9101 - logits_profile_predictions_loss: 296.4778 - logcount_predictions_loss: 0.1915 1542/1644 [===========================>..] - ETA: 31s - loss: 298.9097 - logits_profile_predictions_loss: 296.4774 - logcount_predictions_loss: 0.1915 1543/1644 [===========================>..] - ETA: 31s - loss: 298.9093 - logits_profile_predictions_loss: 296.4770 - logcount_predictions_loss: 0.1915 1544/1644 [===========================>..] - ETA: 30s - loss: 298.9089 - logits_profile_predictions_loss: 296.4765 - logcount_predictions_loss: 0.1915 1545/1644 [===========================>..] - ETA: 30s - loss: 298.9085 - logits_profile_predictions_loss: 296.4761 - logcount_predictions_loss: 0.1915 1546/1644 [===========================>..] - ETA: 30s - loss: 298.9080 - 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[===========================>..] - ETA: 28s - loss: 298.9052 - logits_profile_predictions_loss: 296.4728 - logcount_predictions_loss: 0.1915 1554/1644 [===========================>..] - ETA: 27s - loss: 298.9048 - logits_profile_predictions_loss: 296.4724 - logcount_predictions_loss: 0.1916 1555/1644 [===========================>..] - ETA: 27s - loss: 298.9045 - logits_profile_predictions_loss: 296.4720 - logcount_predictions_loss: 0.1916 1556/1644 [===========================>..] - ETA: 27s - loss: 298.9041 - logits_profile_predictions_loss: 296.4716 - logcount_predictions_loss: 0.1916 1557/1644 [===========================>..] - ETA: 26s - loss: 298.9037 - logits_profile_predictions_loss: 296.4712 - logcount_predictions_loss: 0.1916 1558/1644 [===========================>..] - ETA: 26s - loss: 298.9033 - logits_profile_predictions_loss: 296.4708 - logcount_predictions_loss: 0.1916 1559/1644 [===========================>..] - ETA: 26s - loss: 298.9030 - logits_profile_predictions_loss: 296.4704 - logcount_predictions_loss: 0.1916 1560/1644 [===========================>..] - ETA: 25s - loss: 298.9026 - logits_profile_predictions_loss: 296.4701 - logcount_predictions_loss: 0.1916 1561/1644 [===========================>..] - ETA: 25s - loss: 298.9023 - logits_profile_predictions_loss: 296.4697 - logcount_predictions_loss: 0.1916 1562/1644 [===========================>..] - ETA: 25s - loss: 298.9020 - logits_profile_predictions_loss: 296.4694 - logcount_predictions_loss: 0.1916 1563/1644 [===========================>..] - ETA: 24s - loss: 298.9017 - logits_profile_predictions_loss: 296.4691 - logcount_predictions_loss: 0.1916 1564/1644 [===========================>..] - ETA: 24s - loss: 298.9014 - logits_profile_predictions_loss: 296.4687 - logcount_predictions_loss: 0.1916 1565/1644 [===========================>..] - ETA: 24s - loss: 298.9010 - logits_profile_predictions_loss: 296.4684 - logcount_predictions_loss: 0.1916 1566/1644 [===========================>..] - ETA: 24s - loss: 298.9007 - logits_profile_predictions_loss: 296.4681 - logcount_predictions_loss: 0.1916 1567/1644 [===========================>..] - ETA: 23s - loss: 298.9004 - logits_profile_predictions_loss: 296.4678 - logcount_predictions_loss: 0.1916 1568/1644 [===========================>..] - ETA: 23s - loss: 298.9001 - logits_profile_predictions_loss: 296.4674 - logcount_predictions_loss: 0.1916 1569/1644 [===========================>..] - ETA: 23s - loss: 298.8998 - logits_profile_predictions_loss: 296.4671 - logcount_predictions_loss: 0.1916 1570/1644 [===========================>..] - ETA: 22s - loss: 298.8995 - logits_profile_predictions_loss: 296.4668 - logcount_predictions_loss: 0.1916 1571/1644 [===========================>..] - ETA: 22s - loss: 298.8992 - logits_profile_predictions_loss: 296.4665 - logcount_predictions_loss: 0.1916 1572/1644 [===========================>..] - ETA: 22s - loss: 298.8989 - logits_profile_predictions_loss: 296.4661 - logcount_predictions_loss: 0.1916 1573/1644 [===========================>..] - ETA: 21s - loss: 298.8986 - logits_profile_predictions_loss: 296.4658 - logcount_predictions_loss: 0.1916 1574/1644 [===========================>..] - ETA: 21s - loss: 298.8983 - logits_profile_predictions_loss: 296.4655 - logcount_predictions_loss: 0.1916 1575/1644 [===========================>..] - ETA: 21s - loss: 298.8980 - logits_profile_predictions_loss: 296.4652 - logcount_predictions_loss: 0.1916 1576/1644 [===========================>..] - ETA: 20s - loss: 298.8977 - logits_profile_predictions_loss: 296.4649 - logcount_predictions_loss: 0.1916 1577/1644 [===========================>..] - ETA: 20s - loss: 298.8974 - logits_profile_predictions_loss: 296.4646 - logcount_predictions_loss: 0.1916 1578/1644 [===========================>..] - ETA: 20s - loss: 298.8971 - logits_profile_predictions_loss: 296.4643 - logcount_predictions_loss: 0.1916 1579/1644 [===========================>..] - ETA: 20s - loss: 298.8968 - logits_profile_predictions_loss: 296.4640 - logcount_predictions_loss: 0.1916 1580/1644 [===========================>..] - ETA: 19s - loss: 298.8965 - logits_profile_predictions_loss: 296.4637 - logcount_predictions_loss: 0.1916 1581/1644 [===========================>..] - ETA: 19s - loss: 298.8962 - logits_profile_predictions_loss: 296.4633 - logcount_predictions_loss: 0.1916 1582/1644 [===========================>..] - ETA: 19s - loss: 298.8959 - logits_profile_predictions_loss: 296.4630 - logcount_predictions_loss: 0.1916 1583/1644 [===========================>..] - ETA: 18s - loss: 298.8956 - logits_profile_predictions_loss: 296.4627 - logcount_predictions_loss: 0.1916 1584/1644 [===========================>..] - ETA: 18s - loss: 298.8952 - logits_profile_predictions_loss: 296.4623 - logcount_predictions_loss: 0.1916 1585/1644 [===========================>..] - ETA: 18s - loss: 298.8949 - logits_profile_predictions_loss: 296.4620 - logcount_predictions_loss: 0.1916 1586/1644 [===========================>..] - ETA: 17s - loss: 298.8945 - logits_profile_predictions_loss: 296.4616 - logcount_predictions_loss: 0.1916 1587/1644 [===========================>..] - ETA: 17s - loss: 298.8942 - logits_profile_predictions_loss: 296.4613 - logcount_predictions_loss: 0.1916 1588/1644 [===========================>..] - ETA: 17s - loss: 298.8939 - logits_profile_predictions_loss: 296.4609 - logcount_predictions_loss: 0.1916 1589/1644 [===========================>..] - ETA: 16s - loss: 298.8935 - logits_profile_predictions_loss: 296.4606 - logcount_predictions_loss: 0.1916 1590/1644 [============================>.] - ETA: 16s - loss: 298.8932 - logits_profile_predictions_loss: 296.4603 - logcount_predictions_loss: 0.1916 1591/1644 [============================>.] - ETA: 16s - loss: 298.8929 - logits_profile_predictions_loss: 296.4599 - logcount_predictions_loss: 0.1916 1592/1644 [============================>.] - ETA: 16s - loss: 298.8926 - logits_profile_predictions_loss: 296.4596 - logcount_predictions_loss: 0.1916 1593/1644 [============================>.] - ETA: 15s - loss: 298.8923 - logits_profile_predictions_loss: 296.4593 - logcount_predictions_loss: 0.1916 1594/1644 [============================>.] - ETA: 15s - loss: 298.8919 - logits_profile_predictions_loss: 296.4589 - logcount_predictions_loss: 0.1916 1595/1644 [============================>.] - ETA: 15s - loss: 298.8916 - logits_profile_predictions_loss: 296.4586 - logcount_predictions_loss: 0.1916 1596/1644 [============================>.] - ETA: 14s - loss: 298.8912 - logits_profile_predictions_loss: 296.4582 - logcount_predictions_loss: 0.1916 1597/1644 [============================>.] - ETA: 14s - loss: 298.8909 - logits_profile_predictions_loss: 296.4579 - logcount_predictions_loss: 0.1916 1598/1644 [============================>.] - ETA: 14s - loss: 298.8906 - logits_profile_predictions_loss: 296.4576 - logcount_predictions_loss: 0.1916 1599/1644 [============================>.] - ETA: 13s - loss: 298.8903 - logits_profile_predictions_loss: 296.4572 - logcount_predictions_loss: 0.1916 1600/1644 [============================>.] - ETA: 13s - loss: 298.8899 - logits_profile_predictions_loss: 296.4569 - logcount_predictions_loss: 0.1916 1601/1644 [============================>.] - ETA: 13s - loss: 298.8896 - logits_profile_predictions_loss: 296.4565 - logcount_predictions_loss: 0.1916 1602/1644 [============================>.] - ETA: 12s - loss: 298.8893 - logits_profile_predictions_loss: 296.4562 - logcount_predictions_loss: 0.1916 1603/1644 [============================>.] - ETA: 12s - loss: 298.8890 - logits_profile_predictions_loss: 296.4559 - logcount_predictions_loss: 0.1916 1604/1644 [============================>.] - ETA: 12s - loss: 298.8886 - logits_profile_predictions_loss: 296.4555 - logcount_predictions_loss: 0.1916 1605/1644 [============================>.] - ETA: 12s - loss: 298.8883 - logits_profile_predictions_loss: 296.4552 - logcount_predictions_loss: 0.1916 1606/1644 [============================>.] - ETA: 11s - loss: 298.8880 - logits_profile_predictions_loss: 296.4549 - logcount_predictions_loss: 0.1916 1607/1644 [============================>.] - ETA: 11s - loss: 298.8877 - logits_profile_predictions_loss: 296.4546 - logcount_predictions_loss: 0.1916 1608/1644 [============================>.] - ETA: 11s - loss: 298.8874 - logits_profile_predictions_loss: 296.4543 - logcount_predictions_loss: 0.1916 1609/1644 [============================>.] - ETA: 10s - loss: 298.8871 - logits_profile_predictions_loss: 296.4540 - logcount_predictions_loss: 0.1916 1610/1644 [============================>.] - ETA: 10s - loss: 298.8868 - logits_profile_predictions_loss: 296.4537 - logcount_predictions_loss: 0.1916 1611/1644 [============================>.] - ETA: 10s - loss: 298.8865 - logits_profile_predictions_loss: 296.4533 - logcount_predictions_loss: 0.1916 1612/1644 [============================>.] - ETA: 9s - loss: 298.8862 - logits_profile_predictions_loss: 296.4530 - logcount_predictions_loss: 0.1916  1613/1644 [============================>.] - ETA: 9s - loss: 298.8859 - logits_profile_predictions_loss: 296.4527 - logcount_predictions_loss: 0.1916 1614/1644 [============================>.] - ETA: 9s - loss: 298.8856 - logits_profile_predictions_loss: 296.4524 - logcount_predictions_loss: 0.1916 1615/1644 [============================>.] - ETA: 8s - loss: 298.8853 - logits_profile_predictions_loss: 296.4521 - logcount_predictions_loss: 0.1916 1616/1644 [============================>.] - ETA: 8s - loss: 298.8850 - logits_profile_predictions_loss: 296.4517 - logcount_predictions_loss: 0.1916 1617/1644 [============================>.] - ETA: 8s - loss: 298.8847 - logits_profile_predictions_loss: 296.4514 - logcount_predictions_loss: 0.1916 1618/1644 [============================>.] - ETA: 8s - loss: 298.8844 - logits_profile_predictions_loss: 296.4511 - logcount_predictions_loss: 0.1916 1619/1644 [============================>.] - ETA: 7s - loss: 298.8841 - logits_profile_predictions_loss: 296.4508 - logcount_predictions_loss: 0.1916 1620/1644 [============================>.] - ETA: 7s - loss: 298.8838 - logits_profile_predictions_loss: 296.4505 - logcount_predictions_loss: 0.1916 1621/1644 [============================>.] - ETA: 7s - loss: 298.8835 - logits_profile_predictions_loss: 296.4502 - logcount_predictions_loss: 0.1916 1622/1644 [============================>.] - ETA: 6s - loss: 298.8832 - logits_profile_predictions_loss: 296.4499 - logcount_predictions_loss: 0.1916 1623/1644 [============================>.] - ETA: 6s - loss: 298.8829 - logits_profile_predictions_loss: 296.4496 - logcount_predictions_loss: 0.1916 1624/1644 [============================>.] - ETA: 6s - loss: 298.8827 - logits_profile_predictions_loss: 296.4493 - logcount_predictions_loss: 0.1916 1625/1644 [============================>.] - ETA: 5s - loss: 298.8824 - logits_profile_predictions_loss: 296.4491 - logcount_predictions_loss: 0.1916 1626/1644 [============================>.] - ETA: 5s - loss: 298.8821 - logits_profile_predictions_loss: 296.4488 - logcount_predictions_loss: 0.1916 1627/1644 [============================>.] - ETA: 5s - loss: 298.8818 - logits_profile_predictions_loss: 296.4485 - logcount_predictions_loss: 0.1916 1628/1644 [============================>.] - ETA: 4s - loss: 298.8815 - logits_profile_predictions_loss: 296.4482 - logcount_predictions_loss: 0.1916 1629/1644 [============================>.] - ETA: 4s - loss: 298.8813 - logits_profile_predictions_loss: 296.4479 - logcount_predictions_loss: 0.1916 1630/1644 [============================>.] - ETA: 4s - loss: 298.8810 - logits_profile_predictions_loss: 296.4476 - logcount_predictions_loss: 0.1916 1631/1644 [============================>.] - ETA: 4s - loss: 298.8807 - logits_profile_predictions_loss: 296.4473 - logcount_predictions_loss: 0.1916 1632/1644 [============================>.] - ETA: 3s - loss: 298.8804 - logits_profile_predictions_loss: 296.4470 - logcount_predictions_loss: 0.1916 1633/1644 [============================>.] - ETA: 3s - loss: 298.8801 - logits_profile_predictions_loss: 296.4467 - logcount_predictions_loss: 0.1916 1634/1644 [============================>.] - ETA: 3s - loss: 298.8798 - logits_profile_predictions_loss: 296.4464 - logcount_predictions_loss: 0.1916 1635/1644 [============================>.] - ETA: 2s - loss: 298.8795 - logits_profile_predictions_loss: 296.4461 - logcount_predictions_loss: 0.1916 1636/1644 [============================>.] - ETA: 2s - loss: 298.8792 - logits_profile_predictions_loss: 296.4458 - logcount_predictions_loss: 0.1916 1637/1644 [============================>.] - ETA: 2s - loss: 298.8790 - logits_profile_predictions_loss: 296.4455 - logcount_predictions_loss: 0.1916 1638/1644 [============================>.] - ETA: 1s - loss: 298.8787 - logits_profile_predictions_loss: 296.4452 - logcount_predictions_loss: 0.1916 1639/1644 [============================>.] - ETA: 1s - loss: 298.8784 - logits_profile_predictions_loss: 296.4449 - logcount_predictions_loss: 0.1916 1640/1644 [============================>.] - ETA: 1s - loss: 298.8781 - logits_profile_predictions_loss: 296.4447 - logcount_predictions_loss: 0.1916 1641/1644 [============================>.] - ETA: 0s - loss: 298.8779 - logits_profile_predictions_loss: 296.4444 - logcount_predictions_loss: 0.1916 1642/1644 [============================>.] - ETA: 0s - loss: 298.8776 - logits_profile_predictions_loss: 296.4441 - logcount_predictions_loss: 0.1916 1643/1644 [============================>.] - ETA: 0s - loss: 298.8774 - logits_profile_predictions_loss: 296.4438 - logcount_predictions_loss: 0.1916 1644/1644 [==============================] - ETA: 0s - loss: 298.8771 - logits_profile_predictions_loss: 296.4436 - logcount_predictions_loss: 0.1916 1644/1644 [==============================] - 528s 321ms/step - loss: 298.8768 - logits_profile_predictions_loss: 296.4433 - logcount_predictions_loss: 0.1916 - val_loss: 329.6862 - val_logits_profile_predictions_loss: 325.5152 - val_logcount_predictions_loss: 0.3284 Epoch 00015: val_loss did not improve from 328.98273 Restoring model weights from the end of the best epoch. Epoch 00015: early stopping save model save model without bias 2022-09-23_21-15-21: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR237VSF//preprocessing/bigWigs/ENCSR237VSF.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR237VSF//chrombpnet_model_feb15_fold_3//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR237VSF//chrombpnet_model_feb15_fold_3//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR237VSF//chrombpnet_model_feb15_fold_3//chrombpnet \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR237VSF//chrombpnet_model_feb15_fold_3//chrombpnet.h5 got the model loading peaks... got split:test for bed regions:(26990, 10) loading nonpeaks... got split:test for bed regions:(26594, 10) 0/210 100/210 200/210 2022-09-23_21-19-58: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR237VSF//preprocessing/bigWigs/ENCSR237VSF.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR237VSF//chrombpnet_model_feb15_fold_3//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR237VSF//chrombpnet_model_feb15_fold_3//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR237VSF//chrombpnet_model_feb15_fold_3//chrombpnet_wo_bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR237VSF//chrombpnet_model_feb15_fold_3//chrombpnet_wo_bias.h5 got the model loading peaks... got split:test for bed regions:(26990, 10) loading nonpeaks... got split:test for bed regions:(26594, 10) 0/210 100/210 200/210 2022-09-23_21-23-49: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR237VSF//preprocessing/bigWigs/ENCSR237VSF.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR237VSF//chrombpnet_model_feb15_fold_3//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR237VSF//chrombpnet_model_feb15_fold_3//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR237VSF//chrombpnet_model_feb15_fold_3//bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR237VSF//chrombpnet_model_feb15_fold_3//bias_model_scaled.h5 got the model loading peaks... got split:test for bed regions:(26990, 10) loading nonpeaks... got split:test for bed regions:(26594, 10) 0/210 100/210 200/210 2022-09-23_21-26-03: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR237VSF//chrombpnet_model_feb15_fold_3//footprints 2022-09-23_21-26-05: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/evaluation/marginal_footprints/marginal_footprinting.py \ -g /scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ -r /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR237VSF//chrombpnet_model_feb15_fold_3//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR237VSF//chrombpnet_model_feb15_fold_3//chrombpnet_wo_bias.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR237VSF//chrombpnet_model_feb15_fold_3//footprints/corrected \ -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ -mo tn5_1,tn5_2,tn5_3,tn5_4,tn5_5 MOTIF_NAME MOTIF_PWM_FWD 0 tn5_1 GCACAGTACAGAGCTG 1 tn5_2 GTGCACAGTTCTAGAGTGTGCAG 2 tn5_3 CCTCTACACTGTGCAGAA 3 tn5_4 GCACAGTTCTAGACTGTGCAG 4 tn5_5 CTGCACAGTGTAGAGTTGTGC 5 dnase_1 TTTACAAGTCCA 6 dnase_2 TGTACTTACGAA 7 NRF1 GCGCATGCGC 8 AP1 CGATATGACTCATCCC 9 CTCF TTGGCCACTAGGGGGCGCTAT 10 ETS CCGAAAGCGGAAGTGAGAC 11 SP1 AAGGGGGCGGGGCCTAA 12 RUNX CCCTAACCACAGCCC 13 NFKB GCAAGGGAAATTCCCCAGG 14 GATA+TAL GGCTGGGGGGGGCAGATAAGGCC 15 TAL GGCTGGG 16 NFYB CCAGCCAATCAGAGC 17 GABPA GAAACCGGAAGTGGCC 18 BACH1+MAFK AACTGCTGAGTCATCCCG 19 NRF1 CCCCGCGCATGCGCAGTGC 20 HNF4G CCGTTGGACTTTGGACCCTG got the model Model: "model_1" __________________________________________________________________________________________________ Layer (type) Output Shape Param # Connected to ================================================================================================== sequence (InputLayer) [(None, 2114, 4)] 0 __________________________________________________________________________________________________ wo_bias_bpnet_1st_conv (Conv1D) (None, 2094, 512) 43520 sequence[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_1conv (Conv1D) (None, 2090, 512) 786944 wo_bias_bpnet_1st_conv[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_1crop (Cropping1D (None, 2090, 512) 0 wo_bias_bpnet_1st_conv[0][0] __________________________________________________________________________________________________ add (Add) (None, 2090, 512) 0 wo_bias_bpnet_1conv[0][0] wo_bias_bpnet_1crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_2conv (Conv1D) (None, 2082, 512) 786944 add[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_2crop (Cropping1D (None, 2082, 512) 0 add[0][0] __________________________________________________________________________________________________ add_1 (Add) (None, 2082, 512) 0 wo_bias_bpnet_2conv[0][0] wo_bias_bpnet_2crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_3conv (Conv1D) (None, 2066, 512) 786944 add_1[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_3crop (Cropping1D (None, 2066, 512) 0 add_1[0][0] __________________________________________________________________________________________________ add_2 (Add) (None, 2066, 512) 0 wo_bias_bpnet_3conv[0][0] wo_bias_bpnet_3crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_4conv (Conv1D) (None, 2034, 512) 786944 add_2[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_4crop (Cropping1D (None, 2034, 512) 0 add_2[0][0] __________________________________________________________________________________________________ add_3 (Add) (None, 2034, 512) 0 wo_bias_bpnet_4conv[0][0] wo_bias_bpnet_4crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_5conv (Conv1D) (None, 1970, 512) 786944 add_3[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_5crop (Cropping1D (None, 1970, 512) 0 add_3[0][0] __________________________________________________________________________________________________ add_4 (Add) (None, 1970, 512) 0 wo_bias_bpnet_5conv[0][0] wo_bias_bpnet_5crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_6conv (Conv1D) (None, 1842, 512) 786944 add_4[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_6crop (Cropping1D (None, 1842, 512) 0 add_4[0][0] __________________________________________________________________________________________________ add_5 (Add) (None, 1842, 512) 0 wo_bias_bpnet_6conv[0][0] wo_bias_bpnet_6crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_7conv (Conv1D) (None, 1586, 512) 786944 add_5[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_7crop (Cropping1D (None, 1586, 512) 0 add_5[0][0] __________________________________________________________________________________________________ add_6 (Add) (None, 1586, 512) 0 wo_bias_bpnet_7conv[0][0] wo_bias_bpnet_7crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_8conv (Conv1D) (None, 1074, 512) 786944 add_6[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_8crop (Cropping1D (None, 1074, 512) 0 add_6[0][0] __________________________________________________________________________________________________ add_7 (Add) (None, 1074, 512) 0 wo_bias_bpnet_8conv[0][0] wo_bias_bpnet_8crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_prof_out_precrop (None, 1000, 1) 38401 add_7[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_logitt_before_fla (None, 1000, 1) 0 wo_bias_bpnet_prof_out_precrop[0] __________________________________________________________________________________________________ gap (GlobalAveragePooling1D) (None, 512) 0 add_7[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_logits_profile_pr (None, 1000) 0 wo_bias_bpnet_logitt_before_flatt __________________________________________________________________________________________________ wo_bias_bpnet_logcount_predicti (None, 1) 513 gap[0][0] ================================================================================================== Total params: 6,377,986 Trainable params: 6,377,986 Non-trainable params: 0 __________________________________________________________________________________________________ inferred model inputlen: 2114 inferred model outputlen: 1000 inserting motif: tn5_1 GCACAGTACAGAGCTG 1/24 [>.............................] - ETA: 6:54 3/24 [==>...........................] - ETA: 10s  4/24 [====>.........................] - ETA: 12s 5/24 [=====>........................] - ETA: 13s 6/24 [======>.......................] - ETA: 13s 7/24 [=======>......................] - ETA: 13s 8/24 [=========>....................] - ETA: 12s 9/24 [==========>...................] - ETA: 12s 10/24 [===========>..................] - ETA: 11s 11/24 [============>.................] - ETA: 11s 12/24 [==============>...............] - ETA: 10s 13/24 [===============>..............] - ETA: 9s  14/24 [================>.............] - ETA: 8s 15/24 [=================>............] - ETA: 7s 16/24 [===================>..........] - ETA: 7s 17/24 [====================>.........] - ETA: 6s 18/24 [=====================>........] - ETA: 5s 19/24 [======================>.......] - ETA: 4s 20/24 [========================>.....] - ETA: 3s 21/24 [=========================>....] - ETA: 2s 22/24 [==========================>...] - ETA: 1s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 59s 2s/step 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 20s 3/24 [==>...........................] - ETA: 19s 4/24 [====>.........................] - ETA: 18s 5/24 [=====>........................] - ETA: 17s 6/24 [======>.......................] - ETA: 17s 7/24 [=======>......................] - ETA: 16s 8/24 [=========>....................] - ETA: 15s 9/24 [==========>...................] - ETA: 14s 10/24 [===========>..................] - ETA: 13s 11/24 [============>.................] - ETA: 12s 12/24 [==============>...............] - ETA: 11s 13/24 [===============>..............] - ETA: 10s 14/24 [================>.............] - ETA: 9s  15/24 [=================>............] - ETA: 8s 16/24 [===================>..........] - ETA: 7s 17/24 [====================>.........] - ETA: 6s 18/24 [=====================>........] - ETA: 5s 19/24 [======================>.......] - ETA: 4s 20/24 [========================>.....] - ETA: 3s 21/24 [=========================>....] - ETA: 2s 22/24 [==========================>...] - ETA: 1s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 22s 963ms/step inserting motif: tn5_2 GTGCACAGTTCTAGAGTGTGCAG 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 20s 3/24 [==>...........................] - ETA: 19s 4/24 [====>.........................] - ETA: 18s 5/24 [=====>........................] - ETA: 17s 6/24 [======>.......................] - ETA: 17s 7/24 [=======>......................] - ETA: 16s 8/24 [=========>....................] - ETA: 15s 9/24 [==========>...................] - ETA: 14s 10/24 [===========>..................] - ETA: 13s 11/24 [============>.................] - ETA: 12s 12/24 [==============>...............] - ETA: 11s 13/24 [===============>..............] - ETA: 10s 14/24 [================>.............] - ETA: 9s  15/24 [=================>............] - ETA: 8s 16/24 [===================>..........] - ETA: 7s 17/24 [====================>.........] - ETA: 6s 18/24 [=====================>........] - ETA: 5s 19/24 [======================>.......] - ETA: 4s 20/24 [========================>.....] - ETA: 3s 21/24 [=========================>....] - ETA: 2s 22/24 [==========================>...] - ETA: 1s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 22s 966ms/step 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 20s 3/24 [==>...........................] - ETA: 19s 4/24 [====>.........................] - ETA: 19s 5/24 [=====>........................] - ETA: 18s 6/24 [======>.......................] - ETA: 17s 7/24 [=======>......................] - ETA: 16s 8/24 [=========>....................] - ETA: 15s 9/24 [==========>...................] - ETA: 14s 10/24 [===========>..................] - ETA: 13s 11/24 [============>.................] - ETA: 12s 12/24 [==============>...............] - ETA: 11s 13/24 [===============>..............] - ETA: 10s 14/24 [================>.............] - ETA: 9s  15/24 [=================>............] - ETA: 8s 16/24 [===================>..........] - ETA: 7s 17/24 [====================>.........] - ETA: 6s 18/24 [=====================>........] - ETA: 5s 19/24 [======================>.......] - ETA: 4s 20/24 [========================>.....] - ETA: 3s 21/24 [=========================>....] - ETA: 2s 22/24 [==========================>...] - ETA: 1s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 22s 970ms/step inserting motif: tn5_3 CCTCTACACTGTGCAGAA 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 21s 3/24 [==>...........................] - ETA: 20s 4/24 [====>.........................] - ETA: 19s 5/24 [=====>........................] - ETA: 18s 6/24 [======>.......................] - ETA: 17s 7/24 [=======>......................] - ETA: 16s 8/24 [=========>....................] - ETA: 15s 9/24 [==========>...................] - ETA: 14s 10/24 [===========>..................] - ETA: 13s 11/24 [============>.................] - ETA: 12s 12/24 [==============>...............] - ETA: 11s 13/24 [===============>..............] - ETA: 10s 14/24 [================>.............] - ETA: 9s  15/24 [=================>............] - ETA: 8s 16/24 [===================>..........] - ETA: 7s 17/24 [====================>.........] - ETA: 6s 18/24 [=====================>........] - ETA: 5s 19/24 [======================>.......] - ETA: 4s 20/24 [========================>.....] - ETA: 3s 21/24 [=========================>....] - ETA: 2s 22/24 [==========================>...] - ETA: 1s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 23s 981ms/step 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 20s 3/24 [==>...........................] - ETA: 20s 4/24 [====>.........................] - ETA: 19s 5/24 [=====>........................] - ETA: 18s 6/24 [======>.......................] - ETA: 17s 7/24 [=======>......................] - ETA: 16s 8/24 [=========>....................] - ETA: 15s 9/24 [==========>...................] - ETA: 14s 10/24 [===========>..................] - ETA: 13s 11/24 [============>.................] - ETA: 12s 12/24 [==============>...............] - ETA: 11s 13/24 [===============>..............] - ETA: 10s 14/24 [================>.............] - ETA: 9s  15/24 [=================>............] - ETA: 8s 16/24 [===================>..........] - ETA: 7s 17/24 [====================>.........] - ETA: 6s 18/24 [=====================>........] - ETA: 5s 19/24 [======================>.......] - ETA: 4s 20/24 [========================>.....] - ETA: 3s 21/24 [=========================>....] - ETA: 2s 22/24 [==========================>...] - ETA: 1s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 22s 973ms/step inserting motif: tn5_4 GCACAGTTCTAGACTGTGCAG 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 20s 3/24 [==>...........................] - ETA: 19s 4/24 [====>.........................] - ETA: 19s 5/24 [=====>........................] - ETA: 18s 6/24 [======>.......................] - ETA: 17s 7/24 [=======>......................] - ETA: 16s 8/24 [=========>....................] - ETA: 15s 9/24 [==========>...................] - ETA: 14s 10/24 [===========>..................] - ETA: 13s 11/24 [============>.................] - ETA: 12s 12/24 [==============>...............] - ETA: 11s 13/24 [===============>..............] - ETA: 10s 14/24 [================>.............] - ETA: 9s  15/24 [=================>............] - ETA: 8s 16/24 [===================>..........] - ETA: 7s 17/24 [====================>.........] - ETA: 6s 18/24 [=====================>........] - ETA: 5s 19/24 [======================>.......] - ETA: 4s 20/24 [========================>.....] - ETA: 3s 21/24 [=========================>....] - ETA: 2s 22/24 [==========================>...] - ETA: 1s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 22s 972ms/step 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 20s 3/24 [==>...........................] - ETA: 19s 4/24 [====>.........................] - ETA: 19s 5/24 [=====>........................] - ETA: 18s 6/24 [======>.......................] - ETA: 17s 7/24 [=======>......................] - ETA: 16s 8/24 [=========>....................] - ETA: 15s 9/24 [==========>...................] - ETA: 14s 10/24 [===========>..................] - ETA: 13s 11/24 [============>.................] - ETA: 12s 12/24 [==============>...............] - ETA: 11s 13/24 [===============>..............] - ETA: 10s 14/24 [================>.............] - ETA: 9s  15/24 [=================>............] - ETA: 8s 16/24 [===================>..........] - ETA: 7s 17/24 [====================>.........] - ETA: 6s 18/24 [=====================>........] - ETA: 5s 19/24 [======================>.......] - ETA: 4s 20/24 [========================>.....] - ETA: 3s 21/24 [=========================>....] - ETA: 2s 22/24 [==========================>...] - ETA: 1s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 22s 972ms/step inserting motif: tn5_5 CTGCACAGTGTAGAGTTGTGC 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 20s 3/24 [==>...........................] - ETA: 19s 4/24 [====>.........................] - ETA: 19s 5/24 [=====>........................] - ETA: 18s 6/24 [======>.......................] - ETA: 17s 7/24 [=======>......................] - ETA: 16s 8/24 [=========>....................] - ETA: 15s 9/24 [==========>...................] - ETA: 14s 10/24 [===========>..................] - ETA: 13s 11/24 [============>.................] - ETA: 12s 12/24 [==============>...............] - ETA: 11s 13/24 [===============>..............] - ETA: 10s 14/24 [================>.............] - ETA: 9s  15/24 [=================>............] - ETA: 8s 16/24 [===================>..........] - ETA: 7s 17/24 [====================>.........] - ETA: 6s 18/24 [=====================>........] - ETA: 5s 19/24 [======================>.......] - ETA: 4s 20/24 [========================>.....] - ETA: 3s 21/24 [=========================>....] - ETA: 2s 22/24 [==========================>...] - ETA: 1s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 22s 970ms/step 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 20s 3/24 [==>...........................] - ETA: 20s 4/24 [====>.........................] - ETA: 19s 5/24 [=====>........................] - ETA: 18s 6/24 [======>.......................] - ETA: 17s 7/24 [=======>......................] - ETA: 16s 8/24 [=========>....................] - ETA: 15s 9/24 [==========>...................] - ETA: 14s 10/24 [===========>..................] - ETA: 13s 11/24 [============>.................] - ETA: 12s 12/24 [==============>...............] - ETA: 11s 13/24 [===============>..............] - ETA: 10s 14/24 [================>.............] - ETA: 9s  15/24 [=================>............] - ETA: 8s 16/24 [===================>..........] - ETA: 7s 17/24 [====================>.........] - ETA: 6s 18/24 [=====================>........] - ETA: 5s 19/24 [======================>.......] - ETA: 4s 20/24 [========================>.....] - ETA: 3s 21/24 [=========================>....] - ETA: 2s 22/24 [==========================>...] - ETA: 1s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 22s 970ms/step Saving marginal footprints 2022-09-23_21-30-43: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR237VSF//chrombpnet_model_feb15_fold_3//footprints 2022-09-23_21-30-43: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/evaluation/marginal_footprints/marginal_footprinting.py \ -g /scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ -r /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR237VSF//chrombpnet_model_feb15_fold_3//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR237VSF//chrombpnet_model_feb15_fold_3//bias_model_scaled.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR237VSF//chrombpnet_model_feb15_fold_3//footprints/bias \ -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ -mo tn5_1,tn5_2,tn5_3,tn5_4,tn5_5 MOTIF_NAME MOTIF_PWM_FWD 0 tn5_1 GCACAGTACAGAGCTG 1 tn5_2 GTGCACAGTTCTAGAGTGTGCAG 2 tn5_3 CCTCTACACTGTGCAGAA 3 tn5_4 GCACAGTTCTAGACTGTGCAG 4 tn5_5 CTGCACAGTGTAGAGTTGTGC 5 dnase_1 TTTACAAGTCCA 6 dnase_2 TGTACTTACGAA 7 NRF1 GCGCATGCGC 8 AP1 CGATATGACTCATCCC 9 CTCF TTGGCCACTAGGGGGCGCTAT 10 ETS CCGAAAGCGGAAGTGAGAC 11 SP1 AAGGGGGCGGGGCCTAA 12 RUNX CCCTAACCACAGCCC 13 NFKB GCAAGGGAAATTCCCCAGG 14 GATA+TAL GGCTGGGGGGGGCAGATAAGGCC 15 TAL GGCTGGG 16 NFYB CCAGCCAATCAGAGC 17 GABPA GAAACCGGAAGTGGCC 18 BACH1+MAFK AACTGCTGAGTCATCCCG 19 NRF1 CCCCGCGCATGCGCAGTGC 20 HNF4G CCGTTGGACTTTGGACCCTG got the model Model: "model" __________________________________________________________________________________________________ Layer (type) Output Shape Param # Connected to ================================================================================================== sequence (InputLayer) [(None, 2114, 4)] 0 __________________________________________________________________________________________________ bpnet_1st_conv (Conv1D) (None, 2094, 128) 10880 sequence[0][0] __________________________________________________________________________________________________ bpnet_1conv (Conv1D) (None, 2090, 128) 49280 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ bpnet_1crop (Cropping1D) (None, 2090, 128) 0 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ add (Add) (None, 2090, 128) 0 bpnet_1conv[0][0] bpnet_1crop[0][0] __________________________________________________________________________________________________ bpnet_2conv (Conv1D) (None, 2082, 128) 49280 add[0][0] __________________________________________________________________________________________________ bpnet_2crop (Cropping1D) (None, 2082, 128) 0 add[0][0] __________________________________________________________________________________________________ add_1 (Add) (None, 2082, 128) 0 bpnet_2conv[0][0] bpnet_2crop[0][0] __________________________________________________________________________________________________ bpnet_3conv (Conv1D) (None, 2066, 128) 49280 add_1[0][0] __________________________________________________________________________________________________ bpnet_3crop (Cropping1D) (None, 2066, 128) 0 add_1[0][0] __________________________________________________________________________________________________ add_2 (Add) (None, 2066, 128) 0 bpnet_3conv[0][0] bpnet_3crop[0][0] __________________________________________________________________________________________________ bpnet_4conv (Conv1D) (None, 2034, 128) 49280 add_2[0][0] __________________________________________________________________________________________________ bpnet_4crop (Cropping1D) (None, 2034, 128) 0 add_2[0][0] __________________________________________________________________________________________________ add_3 (Add) (None, 2034, 128) 0 bpnet_4conv[0][0] bpnet_4crop[0][0] __________________________________________________________________________________________________ prof_out_precrop (Conv1D) (None, 1960, 1) 9601 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions_pref (None, 1000, 1) 0 prof_out_precrop[0][0] __________________________________________________________________________________________________ gap (GlobalAveragePooling1D) (None, 128) 0 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions (Fla (None, 1000) 0 logits_profile_predictions_prefla __________________________________________________________________________________________________ logcount_predictions (Dense) (None, 1) 129 gap[0][0] ================================================================================================== Total params: 217,730 Trainable params: 217,730 Non-trainable params: 0 __________________________________________________________________________________________________ inferred model inputlen: 2114 inferred model outputlen: 1000 inserting motif: tn5_1 GCACAGTACAGAGCTG 1/24 [>.............................] - ETA: 5:24 3/24 [==>...........................] - ETA: 1s  4/24 [====>.........................] - ETA: 1s 5/24 [=====>........................] - ETA: 1s 6/24 [======>.......................] - ETA: 1s 7/24 [=======>......................] - ETA: 1s 8/24 [=========>....................] - ETA: 1s 9/24 [==========>...................] - ETA: 1s 10/24 [===========>..................] - ETA: 1s 11/24 [============>.................] - ETA: 1s 12/24 [==============>...............] - ETA: 0s 13/24 [===============>..............] - ETA: 0s 14/24 [================>.............] - ETA: 0s 15/24 [=================>............] - ETA: 0s 16/24 [===================>..........] - ETA: 0s 17/24 [====================>.........] - ETA: 0s 18/24 [=====================>........] - ETA: 0s 19/24 [======================>.......] - ETA: 0s 20/24 [========================>.....] - ETA: 0s 21/24 [=========================>....] - ETA: 0s 22/24 [==========================>...] - ETA: 0s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 28s 599ms/step 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 1s 3/24 [==>...........................] - ETA: 1s 4/24 [====>.........................] - ETA: 1s 5/24 [=====>........................] - ETA: 1s 6/24 [======>.......................] - ETA: 1s 7/24 [=======>......................] - ETA: 1s 8/24 [=========>....................] - ETA: 1s 9/24 [==========>...................] - ETA: 1s 10/24 [===========>..................] - ETA: 1s 11/24 [============>.................] - ETA: 1s 12/24 [==============>...............] - ETA: 1s 13/24 [===============>..............] - ETA: 0s 14/24 [================>.............] - ETA: 0s 15/24 [=================>............] - ETA: 0s 16/24 [===================>..........] - ETA: 0s 17/24 [====================>.........] - ETA: 0s 18/24 [=====================>........] - ETA: 0s 19/24 [======================>.......] - ETA: 0s 20/24 [========================>.....] - ETA: 0s 21/24 [=========================>....] - ETA: 0s 22/24 [==========================>...] - ETA: 0s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 2s 87ms/step inserting motif: tn5_2 GTGCACAGTTCTAGAGTGTGCAG 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 1s 3/24 [==>...........................] - ETA: 1s 4/24 [====>.........................] - ETA: 1s 5/24 [=====>........................] - ETA: 1s 6/24 [======>.......................] - ETA: 1s 7/24 [=======>......................] - ETA: 1s 8/24 [=========>....................] - ETA: 1s 9/24 [==========>...................] - ETA: 1s 10/24 [===========>..................] - ETA: 1s 11/24 [============>.................] - ETA: 1s 12/24 [==============>...............] - ETA: 1s 13/24 [===============>..............] - ETA: 0s 14/24 [================>.............] - ETA: 0s 15/24 [=================>............] - ETA: 0s 16/24 [===================>..........] - ETA: 0s 17/24 [====================>.........] - ETA: 0s 18/24 [=====================>........] - ETA: 0s 19/24 [======================>.......] - ETA: 0s 20/24 [========================>.....] - ETA: 0s 21/24 [=========================>....] - ETA: 0s 22/24 [==========================>...] - ETA: 0s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 2s 87ms/step 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 1s 3/24 [==>...........................] - ETA: 1s 4/24 [====>.........................] - ETA: 1s 5/24 [=====>........................] - ETA: 1s 6/24 [======>.......................] - ETA: 1s 7/24 [=======>......................] - ETA: 1s 8/24 [=========>....................] - ETA: 1s 9/24 [==========>...................] - ETA: 1s 10/24 [===========>..................] - ETA: 1s 11/24 [============>.................] - ETA: 1s 12/24 [==============>...............] - ETA: 1s 13/24 [===============>..............] - ETA: 0s 14/24 [================>.............] - ETA: 0s 15/24 [=================>............] - ETA: 0s 16/24 [===================>..........] - ETA: 0s 17/24 [====================>.........] - ETA: 0s 18/24 [=====================>........] - ETA: 0s 19/24 [======================>.......] - ETA: 0s 20/24 [========================>.....] - ETA: 0s 21/24 [=========================>....] - ETA: 0s 22/24 [==========================>...] - ETA: 0s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 2s 87ms/step inserting motif: tn5_3 CCTCTACACTGTGCAGAA 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 1s 3/24 [==>...........................] - ETA: 1s 4/24 [====>.........................] - ETA: 1s 5/24 [=====>........................] - ETA: 1s 6/24 [======>.......................] - ETA: 1s 7/24 [=======>......................] - ETA: 1s 8/24 [=========>....................] - ETA: 1s 9/24 [==========>...................] - ETA: 1s 10/24 [===========>..................] - ETA: 1s 11/24 [============>.................] - ETA: 1s 12/24 [==============>...............] - ETA: 1s 13/24 [===============>..............] - ETA: 0s 14/24 [================>.............] - ETA: 0s 15/24 [=================>............] - ETA: 0s 16/24 [===================>..........] - ETA: 0s 17/24 [====================>.........] - ETA: 0s 18/24 [=====================>........] - ETA: 0s 19/24 [======================>.......] - ETA: 0s 20/24 [========================>.....] - ETA: 0s 21/24 [=========================>....] - ETA: 0s 22/24 [==========================>...] - ETA: 0s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 2s 87ms/step 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 1s 3/24 [==>...........................] - ETA: 1s 4/24 [====>.........................] - ETA: 1s 5/24 [=====>........................] - ETA: 1s 6/24 [======>.......................] - ETA: 1s 7/24 [=======>......................] - ETA: 1s 8/24 [=========>....................] - ETA: 1s 9/24 [==========>...................] - ETA: 1s 10/24 [===========>..................] - ETA: 1s 11/24 [============>.................] - ETA: 1s 12/24 [==============>...............] - ETA: 1s 13/24 [===============>..............] - ETA: 0s 14/24 [================>.............] - ETA: 0s 15/24 [=================>............] - ETA: 0s 16/24 [===================>..........] - ETA: 0s 17/24 [====================>.........] - ETA: 0s 18/24 [=====================>........] - ETA: 0s 19/24 [======================>.......] - ETA: 0s 20/24 [========================>.....] - ETA: 0s 21/24 [=========================>....] - ETA: 0s 22/24 [==========================>...] - ETA: 0s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 2s 87ms/step inserting motif: tn5_4 GCACAGTTCTAGACTGTGCAG 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 1s 3/24 [==>...........................] - ETA: 1s 4/24 [====>.........................] - ETA: 1s 5/24 [=====>........................] - ETA: 1s 6/24 [======>.......................] - ETA: 1s 7/24 [=======>......................] - ETA: 1s 8/24 [=========>....................] - ETA: 1s 9/24 [==========>...................] - ETA: 1s 10/24 [===========>..................] - ETA: 1s 11/24 [============>.................] - ETA: 1s 12/24 [==============>...............] - ETA: 1s 13/24 [===============>..............] - ETA: 0s 14/24 [================>.............] - ETA: 0s 15/24 [=================>............] - ETA: 0s 16/24 [===================>..........] - ETA: 0s 17/24 [====================>.........] - ETA: 0s 18/24 [=====================>........] - ETA: 0s 19/24 [======================>.......] - ETA: 0s 20/24 [========================>.....] - ETA: 0s 21/24 [=========================>....] - ETA: 0s 22/24 [==========================>...] - ETA: 0s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 2s 87ms/step 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 1s 3/24 [==>...........................] - ETA: 1s 4/24 [====>.........................] - ETA: 1s 5/24 [=====>........................] - ETA: 1s 6/24 [======>.......................] - ETA: 1s 7/24 [=======>......................] - ETA: 1s 8/24 [=========>....................] - ETA: 1s 9/24 [==========>...................] - ETA: 1s 10/24 [===========>..................] - ETA: 1s 11/24 [============>.................] - ETA: 1s 12/24 [==============>...............] - ETA: 1s 13/24 [===============>..............] - ETA: 0s 14/24 [================>.............] - ETA: 0s 15/24 [=================>............] - ETA: 0s 16/24 [===================>..........] - ETA: 0s 17/24 [====================>.........] - ETA: 0s 18/24 [=====================>........] - ETA: 0s 19/24 [======================>.......] - ETA: 0s 20/24 [========================>.....] - ETA: 0s 21/24 [=========================>....] - ETA: 0s 22/24 [==========================>...] - ETA: 0s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 2s 87ms/step inserting motif: tn5_5 CTGCACAGTGTAGAGTTGTGC 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 1s 3/24 [==>...........................] - ETA: 1s 4/24 [====>.........................] - ETA: 1s 5/24 [=====>........................] - ETA: 1s 6/24 [======>.......................] - ETA: 1s 7/24 [=======>......................] - ETA: 1s 8/24 [=========>....................] - ETA: 1s 9/24 [==========>...................] - ETA: 1s 10/24 [===========>..................] - ETA: 1s 11/24 [============>.................] - ETA: 1s 12/24 [==============>...............] - ETA: 1s 13/24 [===============>..............] - ETA: 0s 14/24 [================>.............] - ETA: 0s 15/24 [=================>............] - ETA: 0s 16/24 [===================>..........] - ETA: 0s 17/24 [====================>.........] - ETA: 0s 18/24 [=====================>........] - ETA: 0s 19/24 [======================>.......] - ETA: 0s 20/24 [========================>.....] - ETA: 0s 21/24 [=========================>....] - ETA: 0s 22/24 [==========================>...] - ETA: 0s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 2s 87ms/step 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 1s 3/24 [==>...........................] - ETA: 1s 4/24 [====>.........................] - ETA: 1s 5/24 [=====>........................] - ETA: 1s 6/24 [======>.......................] - ETA: 1s 7/24 [=======>......................] - ETA: 1s 8/24 [=========>....................] - ETA: 1s 9/24 [==========>...................] - ETA: 1s 10/24 [===========>..................] - ETA: 1s 11/24 [============>.................] - ETA: 1s 12/24 [==============>...............] - ETA: 1s 13/24 [===============>..............] - ETA: 0s 14/24 [================>.............] - ETA: 0s 15/24 [=================>............] - ETA: 0s 16/24 [===================>..........] - ETA: 0s 17/24 [====================>.........] - ETA: 0s 18/24 [=====================>........] - ETA: 0s 19/24 [======================>.......] - ETA: 0s 20/24 [========================>.....] - ETA: 0s 21/24 [=========================>....] - ETA: 0s 22/24 [==========================>...] - ETA: 0s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 2s 87ms/step Saving marginal footprints