diff --git "a/fold_0/logs.models.fold_0.ENCSR060TTR/logfile.modelling.fold_0.ENCSR060TTR.stdout_v1.txt" "b/fold_0/logs.models.fold_0.ENCSR060TTR/logfile.modelling.fold_0.ENCSR060TTR.stdout_v1.txt" new file mode 100644--- /dev/null +++ "b/fold_0/logs.models.fold_0.ENCSR060TTR/logfile.modelling.fold_0.ENCSR060TTR.stdout_v1.txt" @@ -0,0 +1,603 @@ +2022-03-01_15-43-06: 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=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR060TTR//preprocessing/bigWigs/ENCSR060TTR.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR060TTR//preprocessing/downloads/peaks.bed.gz \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR060TTR//negatives_data/negatives_with_summit.bed \ + --outlier_threshold=0.99 \ + --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_0.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/ENCSR283TME_bias_0.9.h5 \ + --output_dir=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR060TTR//chrombppnet_model_encsr283tme_bias/ +evaluating hyperparameters on the following chromosomes ['chr2', 'chr4', 'chr5', 'chr7', 'chr9', 'chr10', 'chr11', 'chr12', 'chr13', 'chr14', 'chr15', 'chr16', 'chr17', 'chr18', 'chr19', 'chr21', 'chr22', 'chrX', 'chrY', 'chr8', 'chr20'] +Number of peaks input: 92006 +Number of peaks filtered because the input/output is on the edge: 0 +Number of peaks being used: 92006 +Number of peaks input: 25084 +Number of peaks filtered because the input/output is on the edge: 0 +Number of peaks being used: 25084 +Number of non peaks input: 92006 +Number of non peaks filtered because the input/output is on the edge: 0 +Number of non peaks being used: 92006 +Number of non peaks input: 25083 +Number of non peaks filtered because the input/output is on the edge: 0 +Number of non peaks being used: 25083 +Number of peaks after removing outliers: 90989 +Number of nonpeaks after removing outliers: 76858 +got the model +Model: "functional_1" +__________________________________________________________________________________________________ +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 + 1/2402 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[============================>.] - ETA: 0s 2345/2402 [============================>.] - ETA: 0s 2351/2402 [============================>.] - ETA: 0s 2357/2402 [============================>.] - ETA: 0s 2363/2402 [============================>.] - ETA: 0s 2369/2402 [============================>.] - ETA: 0s 2375/2402 [============================>.] - ETA: 0s 2381/2402 [============================>.] - ETA: 0s 2387/2402 [============================>.] - ETA: 0s 2393/2402 [============================>.] - ETA: 0s 2399/2402 [============================>.] - ETA: 0s 2402/2402 [==============================] - ETA: 0s 2402/2402 [==============================] - 36s 9ms/step +2022-03-01_15-49-25: 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=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR060TTR//preprocessing/bigWigs/ENCSR060TTR.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR060TTR//chrombppnet_model_encsr283tme_bias//filtered.peaks.bed \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR060TTR//chrombppnet_model_encsr283tme_bias//filtered.nonpeaks.bed \ + --params=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR060TTR//chrombppnet_model_encsr283tme_bias//chrombpnet_model_params.tsv \ + --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR060TTR//chrombppnet_model_encsr283tme_bias//chrombpnet \ + --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_0.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': '2.7', 'filters': '512', 'n_dil_layers': '8', 'bias_model_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR060TTR//chrombppnet_model_encsr283tme_bias/bias_model_scaled.h5', 'inputlen': '2114', 'outputlen': '1000', 'max_jitter': '500', 'chr_fold_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_0.json', 'negative_sampling_ratio': '0.1'} +got the model +loading peaks... +got split:train for bed regions:(82748, 10) +loading nonpeaks... +got split:train for bed regions:(69739, 10) +loading peaks... +got split:valid for bed regions:(8241, 10) +loading nonpeaks... +got split:valid for bed regions:(7119, 10) +Epoch 1/50 + 1/1423 [..............................] - ETA: 3:50:14 - loss: 241.4781 - logits_profile_predictions_loss: 232.1850 - logcount_predictions_loss: 3.4419 2/1423 [..............................] - ETA: 13:26 - loss: 2294.5908 - logits_profile_predictions_loss: 220.7866 - logcount_predictions_loss: 768.0757 3/1423 [..............................] - ETA: 13:25 - loss: 2525.1003 - logits_profile_predictions_loss: 222.1011 - logcount_predictions_loss: 852.9627 4/1423 [..............................] - ETA: 13:24 - loss: 2469.2820 - logits_profile_predictions_loss: 223.5123 - logcount_predictions_loss: 831.7665 5/1423 [..............................] - ETA: 13:23 - loss: 2356.6654 - logits_profile_predictions_loss: 227.5991 - logcount_predictions_loss: 788.5431 6/1423 [..............................] - ETA: 13:22 - loss: 2234.6985 - logits_profile_predictions_loss: 229.3038 - logcount_predictions_loss: 742.7388 7/1423 [..............................] - ETA: 13:21 - loss: 2119.5780 - logits_profile_predictions_loss: 230.5694 - logcount_predictions_loss: 699.6328 8/1423 [..............................] - ETA: 13:21 - loss: 2014.9819 - logits_profile_predictions_loss: 231.6688 - logcount_predictions_loss: 660.4863 9/1423 [..............................] - ETA: 13:20 - loss: 1920.6286 - logits_profile_predictions_loss: 232.2515 - logcount_predictions_loss: 625.3249 10/1423 [..............................] - ETA: 13:19 - loss: 1835.8537 - logits_profile_predictions_loss: 232.5924 - logcount_predictions_loss: 593.8005 11/1423 [..............................] - ETA: 13:19 - loss: 1759.5113 - logits_profile_predictions_loss: 232.7132 - logcount_predictions_loss: 565.4808 12/1423 [..............................] - ETA: 13:18 - loss: 1690.7389 - logits_profile_predictions_loss: 232.8680 - logcount_predictions_loss: 539.9522 13/1423 [..............................] - ETA: 13:17 - loss: 1628.8295 - logits_profile_predictions_loss: 233.3283 - logcount_predictions_loss: 516.8523 14/1423 [..............................] - ETA: 13:17 - loss: 1572.3836 - logits_profile_predictions_loss: 233.5887 - logcount_predictions_loss: 495.8500 15/1423 [..............................] - ETA: 13:16 - loss: 1521.2360 - logits_profile_predictions_loss: 234.1886 - logcount_predictions_loss: 476.6842 16/1423 [..............................] - ETA: 13:15 - loss: 1474.3117 - logits_profile_predictions_loss: 234.6921 - logcount_predictions_loss: 459.1184 17/1423 [..............................] - ETA: 13:15 - loss: 1431.3374 - logits_profile_predictions_loss: 235.3376 - logcount_predictions_loss: 442.9629 18/1423 [..............................] - ETA: 13:14 - loss: 1391.5256 - logits_profile_predictions_loss: 235.8043 - logcount_predictions_loss: 428.0450 19/1423 [..............................] - ETA: 13:14 - loss: 1354.6146 - logits_profile_predictions_loss: 236.2022 - logcount_predictions_loss: 414.2268 20/1423 [..............................] - ETA: 13:13 - loss: 1320.3843 - logits_profile_predictions_loss: 236.6300 - logcount_predictions_loss: 401.3905 21/1423 [..............................] - ETA: 13:12 - loss: 1288.4930 - logits_profile_predictions_loss: 237.0300 - logcount_predictions_loss: 389.4307 22/1423 [..............................] - ETA: 13:12 - loss: 1258.6340 - logits_profile_predictions_loss: 237.3408 - logcount_predictions_loss: 378.2567 23/1423 [..............................] - ETA: 13:11 - loss: 1230.5972 - logits_profile_predictions_loss: 237.5626 - logcount_predictions_loss: 367.7906 24/1423 [..............................] - ETA: 13:11 - loss: 1204.2547 - logits_profile_predictions_loss: 237.7472 - logcount_predictions_loss: 357.9657 25/1423 [..............................] - ETA: 13:10 - loss: 1179.4091 - logits_profile_predictions_loss: 237.8602 - logcount_predictions_loss: 348.7218 26/1423 [..............................] - ETA: 13:10 - loss: 1155.9514 - logits_profile_predictions_loss: 237.9301 - logcount_predictions_loss: 340.0079 27/1423 [..............................] - ETA: 13:09 - loss: 1133.8059 - logits_profile_predictions_loss: 238.0038 - logcount_predictions_loss: 331.7785 28/1423 [..............................] - ETA: 13:08 - loss: 1112.8984 - logits_profile_predictions_loss: 238.1158 - logcount_predictions_loss: 323.9936 29/1423 [..............................] - ETA: 13:08 - loss: 1093.1081 - logits_profile_predictions_loss: 238.2447 - logcount_predictions_loss: 316.6161 30/1423 [..............................] - ETA: 13:07 - loss: 1074.3129 - logits_profile_predictions_loss: 238.3570 - logcount_predictions_loss: 309.6133 31/1423 [..............................] - ETA: 13:07 - loss: 1056.4830 - logits_profile_predictions_loss: 238.4985 - logcount_predictions_loss: 302.9572 32/1423 [..............................] - ETA: 13:06 - loss: 1039.4469 - logits_profile_predictions_loss: 238.5741 - logcount_predictions_loss: 296.6196 33/1423 [..............................] - ETA: 13:06 - loss: 1023.1342 - logits_profile_predictions_loss: 238.5763 - logcount_predictions_loss: 290.5770 34/1423 [..............................] - ETA: 13:05 - loss: 1007.5374 - logits_profile_predictions_loss: 238.5522 - logcount_predictions_loss: 284.8093 35/1423 [..............................] - ETA: 13:04 - loss: 992.6303 - logits_profile_predictions_loss: 238.5263 - logcount_predictions_loss: 279.2978  36/1423 [..............................] - ETA: 13:04 - loss: 978.3576 - logits_profile_predictions_loss: 238.4903 - logcount_predictions_loss: 274.0249 37/1423 [..............................] - ETA: 13:03 - loss: 964.6708 - logits_profile_predictions_loss: 238.4394 - logcount_predictions_loss: 268.9746 38/1423 [..............................] - ETA: 13:03 - loss: 951.5518 - logits_profile_predictions_loss: 238.3928 - logcount_predictions_loss: 264.1330 39/1423 [..............................] - ETA: 13:02 - loss: 938.9527 - logits_profile_predictions_loss: 238.3380 - logcount_predictions_loss: 259.4869 40/1423 [..............................] - ETA: 13:02 - loss: 926.8331 - logits_profile_predictions_loss: 238.2688 - logcount_predictions_loss: 255.0238 41/1423 [..............................] - ETA: 13:01 - loss: 915.2010 - logits_profile_predictions_loss: 238.2210 - logcount_predictions_loss: 250.7333 42/1423 [..............................] - ETA: 13:00 - loss: 904.0277 - logits_profile_predictions_loss: 238.1932 - logcount_predictions_loss: 246.6053 43/1423 [..............................] - ETA: 13:00 - loss: 893.2553 - logits_profile_predictions_loss: 238.1552 - logcount_predictions_loss: 242.6297 44/1423 [..............................] - ETA: 12:59 - loss: 882.8985 - logits_profile_predictions_loss: 238.1431 - logcount_predictions_loss: 238.7983 45/1423 [..............................] - ETA: 12:59 - loss: 872.8939 - logits_profile_predictions_loss: 238.1168 - logcount_predictions_loss: 235.1026 46/1423 [..............................] - ETA: 12:58 - loss: 863.2269 - logits_profile_predictions_loss: 238.0811 - logcount_predictions_loss: 231.5355 47/1423 [..............................] - ETA: 12:58 - loss: 853.8995 - logits_profile_predictions_loss: 238.0555 - logcount_predictions_loss: 228.0903 48/1423 [>.............................] - ETA: 12:57 - loss: 844.8688 - logits_profile_predictions_loss: 238.0159 - logcount_predictions_loss: 224.7603 49/1423 [>.............................] - ETA: 12:56 - loss: 836.1375 - logits_profile_predictions_loss: 237.9802 - logcount_predictions_loss: 221.5397 50/1423 [>.............................] - ETA: 12:56 - loss: 827.6937 - logits_profile_predictions_loss: 237.9511 - logcount_predictions_loss: 218.4232 51/1423 [>.............................] - ETA: 12:55 - loss: 819.5297 - logits_profile_predictions_loss: 237.9346 - logcount_predictions_loss: 215.4056 52/1423 [>.............................] - ETA: 12:55 - loss: 811.6313 - logits_profile_predictions_loss: 237.9295 - logcount_predictions_loss: 212.4821 53/1423 [>.............................] - ETA: 12:54 - loss: 803.9601 - logits_profile_predictions_loss: 237.9112 - logcount_predictions_loss: 209.6477 54/1423 [>.............................] - ETA: 12:54 - loss: 796.5110 - logits_profile_predictions_loss: 237.8855 - logcount_predictions_loss: 206.8983 55/1423 [>.............................] - ETA: 12:53 - loss: 789.2838 - logits_profile_predictions_loss: 237.8619 - logcount_predictions_loss: 204.2303 56/1423 [>.............................] - ETA: 12:53 - loss: 782.2745 - logits_profile_predictions_loss: 237.8465 - logcount_predictions_loss: 201.6400 57/1423 [>.............................] - ETA: 12:52 - loss: 775.4682 - logits_profile_predictions_loss: 237.8337 - logcount_predictions_loss: 199.1239 58/1423 [>.............................] - ETA: 12:51 - loss: 768.8682 - logits_profile_predictions_loss: 237.8352 - logcount_predictions_loss: 196.6789 59/1423 [>.............................] - ETA: 12:51 - loss: 762.4424 - logits_profile_predictions_loss: 237.8281 - logcount_predictions_loss: 194.3016 60/1423 [>.............................] - ETA: 12:50 - loss: 756.1867 - logits_profile_predictions_loss: 237.8161 - logcount_predictions_loss: 191.9891 61/1423 [>.............................] - ETA: 12:50 - loss: 750.1020 - logits_profile_predictions_loss: 237.8073 - logcount_predictions_loss: 189.7388 62/1423 [>.............................] - ETA: 12:49 - loss: 744.1692 - logits_profile_predictions_loss: 237.7900 - logcount_predictions_loss: 187.5479 63/1423 [>.............................] - ETA: 12:49 - loss: 738.4008 - logits_profile_predictions_loss: 237.7823 - logcount_predictions_loss: 185.4143 64/1423 [>.............................] - ETA: 12:48 - loss: 732.7719 - logits_profile_predictions_loss: 237.7666 - logcount_predictions_loss: 183.3353 65/1423 [>.............................] - ETA: 12:48 - loss: 727.2861 - logits_profile_predictions_loss: 237.7520 - logcount_predictions_loss: 181.3089 66/1423 [>.............................] - ETA: 12:47 - loss: 721.9461 - logits_profile_predictions_loss: 237.7462 - logcount_predictions_loss: 179.3333 67/1423 [>.............................] - ETA: 12:46 - loss: 716.7570 - logits_profile_predictions_loss: 237.7587 - logcount_predictions_loss: 177.4068 68/1423 [>.............................] - ETA: 12:46 - loss: 711.6991 - logits_profile_predictions_loss: 237.7759 - logcount_predictions_loss: 175.5271 69/1423 [>.............................] - ETA: 12:45 - loss: 706.7539 - logits_profile_predictions_loss: 237.7848 - logcount_predictions_loss: 173.6923 70/1423 [>.............................] - ETA: 12:45 - loss: 701.9120 - logits_profile_predictions_loss: 237.7805 - logcount_predictions_loss: 171.9006 71/1423 [>.............................] - ETA: 12:44 - loss: 697.1953 - logits_profile_predictions_loss: 237.7876 - logcount_predictions_loss: 170.1510 72/1423 [>.............................] - ETA: 12:44 - loss: 692.5875 - logits_profile_predictions_loss: 237.7948 - logcount_predictions_loss: 168.4418 73/1423 [>.............................] - ETA: 12:43 - loss: 688.0769 - logits_profile_predictions_loss: 237.7944 - logcount_predictions_loss: 166.7713 74/1423 [>.............................] - ETA: 12:43 - loss: 683.6658 - logits_profile_predictions_loss: 237.7924 - logcount_predictions_loss: 165.1383 75/1423 [>.............................] - ETA: 12:42 - loss: 679.3563 - logits_profile_predictions_loss: 237.7939 - logcount_predictions_loss: 163.5416 76/1423 [>.............................] - ETA: 12:41 - loss: 675.1450 - logits_profile_predictions_loss: 237.7992 - logcount_predictions_loss: 161.9799 77/1423 [>.............................] - ETA: 12:41 - loss: 671.0283 - logits_profile_predictions_loss: 237.8077 - logcount_predictions_loss: 160.4521 78/1423 [>.............................] - ETA: 12:40 - loss: 666.9924 - logits_profile_predictions_loss: 237.8092 - logcount_predictions_loss: 158.9567 79/1423 [>.............................] - ETA: 12:40 - loss: 663.0389 - logits_profile_predictions_loss: 237.8079 - logcount_predictions_loss: 157.4929 80/1423 [>.............................] - ETA: 12:39 - loss: 659.1662 - logits_profile_predictions_loss: 237.8050 - logcount_predictions_loss: 156.0597 81/1423 [>.............................] - ETA: 12:39 - loss: 655.3716 - logits_profile_predictions_loss: 237.8005 - logcount_predictions_loss: 154.6560 82/1423 [>.............................] - ETA: 12:38 - loss: 651.6548 - logits_profile_predictions_loss: 237.7962 - logcount_predictions_loss: 153.2810 83/1423 [>.............................] - ETA: 12:37 - loss: 648.0099 - logits_profile_predictions_loss: 237.7889 - logcount_predictions_loss: 151.9337 84/1423 [>.............................] - ETA: 12:37 - loss: 644.4300 - logits_profile_predictions_loss: 237.7745 - logcount_predictions_loss: 150.6131 85/1423 [>.............................] - ETA: 12:36 - loss: 640.9198 - logits_profile_predictions_loss: 237.7596 - logcount_predictions_loss: 149.3186 86/1423 [>.............................] - ETA: 12:36 - loss: 637.4777 - logits_profile_predictions_loss: 237.7445 - logcount_predictions_loss: 148.0493 87/1423 [>.............................] - ETA: 12:35 - loss: 634.0987 - logits_profile_predictions_loss: 237.7266 - logcount_predictions_loss: 146.8045 88/1423 [>.............................] - ETA: 12:35 - loss: 630.7834 - logits_profile_predictions_loss: 237.7082 - logcount_predictions_loss: 145.5834 89/1423 [>.............................] - ETA: 12:34 - loss: 627.5231 - logits_profile_predictions_loss: 237.6829 - logcount_predictions_loss: 144.3852 90/1423 [>.............................] - ETA: 12:33 - loss: 624.3299 - logits_profile_predictions_loss: 237.6641 - logcount_predictions_loss: 143.2096 91/1423 [>.............................] - ETA: 12:33 - loss: 621.2045 - logits_profile_predictions_loss: 237.6537 - logcount_predictions_loss: 142.0558 92/1423 [>.............................] - ETA: 12:32 - loss: 618.1395 - logits_profile_predictions_loss: 237.6467 - logcount_predictions_loss: 140.9233 93/1423 [>.............................] - ETA: 12:32 - loss: 615.1338 - logits_profile_predictions_loss: 237.6433 - logcount_predictions_loss: 139.8113 94/1423 [>.............................] - ETA: 12:31 - loss: 612.1773 - logits_profile_predictions_loss: 237.6356 - logcount_predictions_loss: 138.7191 95/1423 [=>............................] - ETA: 12:31 - loss: 609.2754 - logits_profile_predictions_loss: 237.6300 - logcount_predictions_loss: 137.6464 96/1423 [=>............................] - ETA: 12:30 - loss: 606.4295 - logits_profile_predictions_loss: 237.6293 - logcount_predictions_loss: 136.5927 97/1423 [=>............................] - ETA: 12:29 - loss: 603.6338 - logits_profile_predictions_loss: 237.6291 - logcount_predictions_loss: 135.5573 98/1423 [=>............................] - ETA: 12:29 - loss: 600.8882 - logits_profile_predictions_loss: 237.6308 - logcount_predictions_loss: 134.5398 99/1423 [=>............................] - ETA: 12:28 - loss: 598.1857 - logits_profile_predictions_loss: 237.6289 - logcount_predictions_loss: 133.5395 100/1423 [=>............................] - ETA: 12:28 - loss: 595.5289 - logits_profile_predictions_loss: 237.6269 - logcount_predictions_loss: 132.5563 101/1423 [=>............................] - ETA: 12:27 - loss: 592.9159 - logits_profile_predictions_loss: 237.6243 - logcount_predictions_loss: 131.5895 102/1423 [=>............................] - ETA: 12:27 - loss: 590.3479 - logits_profile_predictions_loss: 237.6232 - logcount_predictions_loss: 130.6388 103/1423 [=>............................] - ETA: 12:26 - loss: 587.8246 - logits_profile_predictions_loss: 237.6246 - logcount_predictions_loss: 129.7037 104/1423 [=>............................] - ETA: 12:25 - loss: 585.3395 - logits_profile_predictions_loss: 237.6231 - logcount_predictions_loss: 128.7839 105/1423 [=>............................] - ETA: 12:25 - loss: 582.8952 - logits_profile_predictions_loss: 237.6221 - logcount_predictions_loss: 127.8789 106/1423 [=>............................] - ETA: 12:24 - loss: 580.4880 - logits_profile_predictions_loss: 237.6192 - logcount_predictions_loss: 126.9884 107/1423 [=>............................] - ETA: 12:24 - loss: 578.1185 - logits_profile_predictions_loss: 237.6159 - logcount_predictions_loss: 126.1121 108/1423 [=>............................] - ETA: 12:23 - loss: 575.7826 - logits_profile_predictions_loss: 237.6092 - logcount_predictions_loss: 125.2494 109/1423 [=>............................] - ETA: 12:23 - loss: 573.4829 - logits_profile_predictions_loss: 237.6022 - logcount_predictions_loss: 124.4002 110/1423 [=>............................] - ETA: 12:22 - loss: 571.2212 - logits_profile_predictions_loss: 237.5977 - logcount_predictions_loss: 123.5642 111/1423 [=>............................] - ETA: 12:21 - loss: 568.9915 - logits_profile_predictions_loss: 237.5909 - logcount_predictions_loss: 122.7410 112/1423 [=>............................] - ETA: 12:21 - loss: 566.7957 - logits_profile_predictions_loss: 237.5841 - logcount_predictions_loss: 121.9302 113/1423 [=>............................] - ETA: 12:20 - loss: 564.6338 - logits_profile_predictions_loss: 237.5781 - logcount_predictions_loss: 121.1317 114/1423 [=>............................] - ETA: 12:20 - loss: 562.5064 - logits_profile_predictions_loss: 237.5744 - logcount_predictions_loss: 120.3452 115/1423 [=>............................] - ETA: 12:19 - loss: 560.4101 - logits_profile_predictions_loss: 237.5702 - logcount_predictions_loss: 119.5703 116/1423 [=>............................] - ETA: 12:19 - loss: 558.3442 - logits_profile_predictions_loss: 237.5657 - logcount_predictions_loss: 118.8068 117/1423 [=>............................] - ETA: 12:18 - loss: 556.3085 - logits_profile_predictions_loss: 237.5614 - logcount_predictions_loss: 118.0545 118/1423 [=>............................] - ETA: 12:18 - loss: 554.3050 - logits_profile_predictions_loss: 237.5596 - logcount_predictions_loss: 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[============================>.] - ETA: 13s - loss: 275.5937 - logits_profile_predictions_loss: 227.5300 - logcount_predictions_loss: 17.8013 1400/1423 [============================>.] - ETA: 13s - loss: 275.5630 - logits_profile_predictions_loss: 227.5258 - logcount_predictions_loss: 17.7915 1401/1423 [============================>.] - ETA: 12s - loss: 275.5323 - logits_profile_predictions_loss: 227.5216 - logcount_predictions_loss: 17.7817 1402/1423 [============================>.] - ETA: 11s - loss: 275.5017 - logits_profile_predictions_loss: 227.5173 - logcount_predictions_loss: 17.7720 1403/1423 [============================>.] - ETA: 11s - loss: 275.4711 - logits_profile_predictions_loss: 227.5130 - logcount_predictions_loss: 17.7622 1404/1423 [============================>.] - ETA: 10s - loss: 275.4406 - logits_profile_predictions_loss: 227.5088 - logcount_predictions_loss: 17.7525 1405/1423 [============================>.] - ETA: 10s - loss: 275.4100 - 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227.4493 - logcount_predictions_loss: 17.6173 1419/1423 [============================>.] - ETA: 2s - loss: 274.9861 - logits_profile_predictions_loss: 227.4451 - logcount_predictions_loss: 17.6077 1420/1423 [============================>.] - ETA: 1s - loss: 274.9560 - logits_profile_predictions_loss: 227.4408 - logcount_predictions_loss: 17.5982 1421/1423 [============================>.] - ETA: 1s - loss: 274.9260 - logits_profile_predictions_loss: 227.4365 - logcount_predictions_loss: 17.5887 1422/1423 [============================>.] - ETA: 0s - loss: 274.8960 - logits_profile_predictions_loss: 227.4322 - logcount_predictions_loss: 17.5791 1423/1423 [==============================] - ETA: 0s - loss: 274.8660 - logits_profile_predictions_loss: 227.4279 - logcount_predictions_loss: 17.5696 1423/1423 [==============================] - 845s 588ms/step - loss: 274.8361 - logits_profile_predictions_loss: 227.4237 - logcount_predictions_loss: 17.5601 - val_loss: 211.6061 - val_logits_profile_predictions_loss: 209.2004 - val_logcount_predictions_loss: 0.8910 + +Epoch 00001: val_loss improved from inf to 211.60608, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR060TTR//chrombppnet_model_encsr283tme_bias/chrombpnet.h5 +Epoch 2/50 + 1/1423 [..............................] - ETA: 13:44 - loss: 204.5801 - logits_profile_predictions_loss: 202.5970 - logcount_predictions_loss: 0.7345 2/1423 [..............................] - ETA: 13:24 - loss: 222.2236 - logits_profile_predictions_loss: 220.0059 - logcount_predictions_loss: 0.8214 3/1423 [..............................] - ETA: 13:22 - loss: 223.6951 - logits_profile_predictions_loss: 221.4368 - logcount_predictions_loss: 0.8364 4/1423 [..............................] - ETA: 13:22 - loss: 222.1012 - logits_profile_predictions_loss: 219.7748 - logcount_predictions_loss: 0.8616 5/1423 [..............................] - ETA: 13:21 - loss: 223.0394 - logits_profile_predictions_loss: 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0.9414 19/1423 [..............................] - ETA: 13:13 - loss: 215.1392 - logits_profile_predictions_loss: 212.5949 - logcount_predictions_loss: 0.9423 20/1423 [..............................] - ETA: 13:12 - loss: 214.6725 - logits_profile_predictions_loss: 212.1274 - logcount_predictions_loss: 0.9426 21/1423 [..............................] - ETA: 13:12 - loss: 214.2940 - logits_profile_predictions_loss: 211.7469 - logcount_predictions_loss: 0.9434 22/1423 [..............................] - ETA: 13:11 - loss: 213.8802 - logits_profile_predictions_loss: 211.3315 - logcount_predictions_loss: 0.9440 23/1423 [..............................] - ETA: 13:11 - loss: 213.6162 - logits_profile_predictions_loss: 211.0645 - logcount_predictions_loss: 0.9451 24/1423 [..............................] - ETA: 13:10 - loss: 213.3943 - logits_profile_predictions_loss: 210.8390 - logcount_predictions_loss: 0.9464 25/1423 [..............................] - ETA: 13:10 - loss: 213.2483 - logits_profile_predictions_loss: 210.6883 - logcount_predictions_loss: 0.9481 26/1423 [..............................] - ETA: 13:09 - loss: 213.0826 - logits_profile_predictions_loss: 210.5185 - logcount_predictions_loss: 0.9497 27/1423 [..............................] - ETA: 13:09 - loss: 212.8784 - logits_profile_predictions_loss: 210.3111 - logcount_predictions_loss: 0.9509 28/1423 [..............................] - ETA: 13:08 - loss: 212.7433 - logits_profile_predictions_loss: 210.1727 - logcount_predictions_loss: 0.9521 29/1423 [..............................] - ETA: 13:07 - loss: 212.5972 - logits_profile_predictions_loss: 210.0234 - logcount_predictions_loss: 0.9532 30/1423 [..............................] - ETA: 13:07 - loss: 212.4629 - logits_profile_predictions_loss: 209.8858 - logcount_predictions_loss: 0.9545 31/1423 [..............................] - ETA: 13:06 - loss: 212.3213 - logits_profile_predictions_loss: 209.7409 - logcount_predictions_loss: 0.9557 32/1423 [..............................] - ETA: 13:06 - loss: 212.1848 - logits_profile_predictions_loss: 209.6009 - logcount_predictions_loss: 0.9570 33/1423 [..............................] - ETA: 13:05 - loss: 212.0494 - logits_profile_predictions_loss: 209.4625 - logcount_predictions_loss: 0.9581 34/1423 [..............................] - ETA: 13:05 - loss: 211.9697 - logits_profile_predictions_loss: 209.3791 - logcount_predictions_loss: 0.9595 35/1423 [..............................] - ETA: 13:04 - loss: 211.9397 - logits_profile_predictions_loss: 209.3449 - logcount_predictions_loss: 0.9610 36/1423 [..............................] - ETA: 13:04 - loss: 211.8985 - logits_profile_predictions_loss: 209.2997 - logcount_predictions_loss: 0.9625 37/1423 [..............................] - ETA: 13:03 - loss: 211.8787 - logits_profile_predictions_loss: 209.2762 - logcount_predictions_loss: 0.9639 38/1423 [..............................] - ETA: 13:02 - loss: 211.8747 - 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[..............................] - ETA: 12:59 - loss: 211.7940 - logits_profile_predictions_loss: 209.1689 - logcount_predictions_loss: 0.9723 46/1423 [..............................] - ETA: 12:58 - loss: 211.7743 - logits_profile_predictions_loss: 209.1470 - logcount_predictions_loss: 0.9731 47/1423 [..............................] - ETA: 12:57 - loss: 211.7750 - logits_profile_predictions_loss: 209.1455 - logcount_predictions_loss: 0.9739 48/1423 [>.............................] - ETA: 12:57 - loss: 211.7729 - logits_profile_predictions_loss: 209.1414 - logcount_predictions_loss: 0.9746 49/1423 [>.............................] - ETA: 12:56 - loss: 211.7656 - logits_profile_predictions_loss: 209.1320 - logcount_predictions_loss: 0.9754 50/1423 [>.............................] - ETA: 12:56 - loss: 211.7679 - logits_profile_predictions_loss: 209.1322 - logcount_predictions_loss: 0.9762 51/1423 [>.............................] - ETA: 12:55 - loss: 211.7536 - 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[>.............................] - ETA: 12:51 - loss: 211.6451 - logits_profile_predictions_loss: 208.9932 - logcount_predictions_loss: 0.9822 59/1423 [>.............................] - ETA: 12:51 - loss: 211.6279 - logits_profile_predictions_loss: 208.9739 - logcount_predictions_loss: 0.9830 60/1423 [>.............................] - ETA: 12:50 - loss: 211.6141 - logits_profile_predictions_loss: 208.9581 - logcount_predictions_loss: 0.9837 61/1423 [>.............................] - ETA: 12:49 - loss: 211.5971 - logits_profile_predictions_loss: 208.9393 - logcount_predictions_loss: 0.9844 62/1423 [>.............................] - ETA: 12:49 - loss: 211.5972 - logits_profile_predictions_loss: 208.9373 - logcount_predictions_loss: 0.9851 63/1423 [>.............................] - ETA: 12:48 - loss: 211.6027 - logits_profile_predictions_loss: 208.9406 - logcount_predictions_loss: 0.9860 64/1423 [>.............................] - ETA: 12:48 - loss: 211.5980 - 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[>.............................] - ETA: 12:44 - loss: 211.7148 - logits_profile_predictions_loss: 209.0346 - logcount_predictions_loss: 0.9927 72/1423 [>.............................] - ETA: 12:43 - loss: 211.7223 - logits_profile_predictions_loss: 209.0397 - logcount_predictions_loss: 0.9936 73/1423 [>.............................] - ETA: 12:43 - loss: 211.7269 - logits_profile_predictions_loss: 209.0419 - logcount_predictions_loss: 0.9945 74/1423 [>.............................] - ETA: 12:42 - loss: 211.7345 - logits_profile_predictions_loss: 209.0471 - logcount_predictions_loss: 0.9953 75/1423 [>.............................] - ETA: 12:42 - loss: 211.7449 - logits_profile_predictions_loss: 209.0551 - logcount_predictions_loss: 0.9962 76/1423 [>.............................] - ETA: 12:41 - loss: 211.7581 - logits_profile_predictions_loss: 209.0659 - logcount_predictions_loss: 0.9971 77/1423 [>.............................] - ETA: 12:40 - loss: 211.7790 - 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[>.............................] - ETA: 12:36 - loss: 211.9295 - logits_profile_predictions_loss: 209.2179 - logcount_predictions_loss: 1.0043 85/1423 [>.............................] - ETA: 12:36 - loss: 211.9489 - logits_profile_predictions_loss: 209.2348 - logcount_predictions_loss: 1.0052 86/1423 [>.............................] - ETA: 12:35 - loss: 211.9666 - logits_profile_predictions_loss: 209.2500 - logcount_predictions_loss: 1.0062 87/1423 [>.............................] - ETA: 12:35 - loss: 211.9796 - logits_profile_predictions_loss: 209.2606 - logcount_predictions_loss: 1.0071 88/1423 [>.............................] - ETA: 12:34 - loss: 211.9984 - logits_profile_predictions_loss: 209.2768 - logcount_predictions_loss: 1.0080 89/1423 [>.............................] - ETA: 12:34 - loss: 212.0146 - logits_profile_predictions_loss: 209.2905 - logcount_predictions_loss: 1.0089 90/1423 [>.............................] - ETA: 12:33 - loss: 212.0349 - logits_profile_predictions_loss: 209.3083 - logcount_predictions_loss: 1.0099 91/1423 [>.............................] - ETA: 12:33 - loss: 212.0570 - logits_profile_predictions_loss: 209.3278 - logcount_predictions_loss: 1.0108 92/1423 [>.............................] - ETA: 12:32 - loss: 212.0810 - logits_profile_predictions_loss: 209.3492 - logcount_predictions_loss: 1.0118 93/1423 [>.............................] - ETA: 12:31 - loss: 212.1129 - logits_profile_predictions_loss: 209.3785 - logcount_predictions_loss: 1.0127 94/1423 [>.............................] - ETA: 12:31 - loss: 212.1389 - logits_profile_predictions_loss: 209.4018 - logcount_predictions_loss: 1.0137 95/1423 [=>............................] - ETA: 12:30 - loss: 212.1696 - logits_profile_predictions_loss: 209.4299 - logcount_predictions_loss: 1.0147 96/1423 [=>............................] - ETA: 12:30 - loss: 212.1912 - logits_profile_predictions_loss: 209.4489 - logcount_predictions_loss: 1.0157 97/1423 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logits_profile_predictions_loss: 209.6754 - logcount_predictions_loss: 1.0323 117/1423 [=>............................] - ETA: 12:18 - loss: 212.4722 - logits_profile_predictions_loss: 209.6832 - logcount_predictions_loss: 1.0330 118/1423 [=>............................] - ETA: 12:17 - loss: 212.4814 - logits_profile_predictions_loss: 209.6906 - logcount_predictions_loss: 1.0336 119/1423 [=>............................] - ETA: 12:17 - loss: 212.4927 - logits_profile_predictions_loss: 209.7002 - logcount_predictions_loss: 1.0342 120/1423 [=>............................] - ETA: 12:16 - loss: 212.5107 - logits_profile_predictions_loss: 209.7166 - logcount_predictions_loss: 1.0349 121/1423 [=>............................] - ETA: 12:16 - loss: 212.5306 - logits_profile_predictions_loss: 209.7349 - logcount_predictions_loss: 1.0355 122/1423 [=>............................] - ETA: 12:15 - loss: 212.5491 - logits_profile_predictions_loss: 209.7517 - logcount_predictions_loss: 1.0361 123/1423 [=>............................] - ETA: 12:14 - loss: 212.5687 - logits_profile_predictions_loss: 209.7697 - logcount_predictions_loss: 1.0367 124/1423 [=>............................] - ETA: 12:14 - loss: 212.5900 - logits_profile_predictions_loss: 209.7895 - logcount_predictions_loss: 1.0372 125/1423 [=>............................] - ETA: 12:13 - loss: 212.6131 - logits_profile_predictions_loss: 209.8111 - logcount_predictions_loss: 1.0378 126/1423 [=>............................] - ETA: 12:13 - loss: 212.6360 - logits_profile_predictions_loss: 209.8325 - logcount_predictions_loss: 1.0383 127/1423 [=>............................] - ETA: 12:12 - loss: 212.6598 - logits_profile_predictions_loss: 209.8548 - logcount_predictions_loss: 1.0389 128/1423 [=>............................] - ETA: 12:12 - loss: 212.6842 - logits_profile_predictions_loss: 209.8778 - logcount_predictions_loss: 1.0394 129/1423 [=>............................] - ETA: 12:11 - loss: 212.7077 - logits_profile_predictions_loss: 209.8999 - logcount_predictions_loss: 1.0399 130/1423 [=>............................] - ETA: 12:11 - loss: 212.7289 - logits_profile_predictions_loss: 209.9199 - logcount_predictions_loss: 1.0404 131/1423 [=>............................] - ETA: 12:10 - loss: 212.7482 - logits_profile_predictions_loss: 209.9379 - logcount_predictions_loss: 1.0409 132/1423 [=>............................] - ETA: 12:09 - loss: 212.7652 - logits_profile_predictions_loss: 209.9537 - logcount_predictions_loss: 1.0413 133/1423 [=>............................] - ETA: 12:09 - loss: 212.7801 - logits_profile_predictions_loss: 209.9673 - logcount_predictions_loss: 1.0418 134/1423 [=>............................] - ETA: 12:08 - loss: 212.7937 - logits_profile_predictions_loss: 209.9798 - logcount_predictions_loss: 1.0422 135/1423 [=>............................] - ETA: 12:08 - loss: 212.8079 - logits_profile_predictions_loss: 209.9930 - logcount_predictions_loss: 1.0426 136/1423 [=>............................] - ETA: 12:07 - loss: 212.8227 - logits_profile_predictions_loss: 210.0067 - logcount_predictions_loss: 1.0430 137/1423 [=>............................] - ETA: 12:07 - loss: 212.8391 - logits_profile_predictions_loss: 210.0221 - logcount_predictions_loss: 1.0434 138/1423 [=>............................] - ETA: 12:06 - loss: 212.8544 - logits_profile_predictions_loss: 210.0364 - logcount_predictions_loss: 1.0437 139/1423 [=>............................] - ETA: 12:05 - loss: 212.8694 - logits_profile_predictions_loss: 210.0505 - logcount_predictions_loss: 1.0441 140/1423 [=>............................] - ETA: 12:05 - loss: 212.8837 - logits_profile_predictions_loss: 210.0638 - logcount_predictions_loss: 1.0444 141/1423 [=>............................] - ETA: 12:04 - loss: 212.8985 - logits_profile_predictions_loss: 210.0777 - logcount_predictions_loss: 1.0447 142/1423 [=>............................] - ETA: 12:04 - loss: 212.9144 - logits_profile_predictions_loss: 210.0927 - logcount_predictions_loss: 1.0451 143/1423 [==>...........................] - ETA: 12:03 - loss: 212.9305 - logits_profile_predictions_loss: 210.1080 - logcount_predictions_loss: 1.0454 144/1423 [==>...........................] - ETA: 12:03 - loss: 212.9480 - logits_profile_predictions_loss: 210.1247 - logcount_predictions_loss: 1.0457 145/1423 [==>...........................] - ETA: 12:02 - loss: 212.9671 - logits_profile_predictions_loss: 210.1430 - logcount_predictions_loss: 1.0460 146/1423 [==>...........................] - ETA: 12:01 - loss: 212.9861 - logits_profile_predictions_loss: 210.1613 - logcount_predictions_loss: 1.0462 147/1423 [==>...........................] - ETA: 12:01 - loss: 213.0044 - logits_profile_predictions_loss: 210.1788 - logcount_predictions_loss: 1.0465 148/1423 [==>...........................] - ETA: 12:00 - loss: 213.0223 - logits_profile_predictions_loss: 210.1961 - logcount_predictions_loss: 1.0467 149/1423 [==>...........................] - ETA: 12:00 - loss: 213.0401 - logits_profile_predictions_loss: 210.2132 - logcount_predictions_loss: 1.0470 150/1423 [==>...........................] - ETA: 11:59 - loss: 213.0572 - logits_profile_predictions_loss: 210.2297 - logcount_predictions_loss: 1.0472 151/1423 [==>...........................] - ETA: 11:59 - loss: 213.0730 - logits_profile_predictions_loss: 210.2449 - logcount_predictions_loss: 1.0474 152/1423 [==>...........................] - ETA: 11:58 - loss: 213.0922 - logits_profile_predictions_loss: 210.2635 - logcount_predictions_loss: 1.0477 153/1423 [==>...........................] - ETA: 11:57 - loss: 213.1107 - logits_profile_predictions_loss: 210.2814 - logcount_predictions_loss: 1.0479 154/1423 [==>...........................] - ETA: 11:57 - loss: 213.1294 - logits_profile_predictions_loss: 210.2995 - logcount_predictions_loss: 1.0481 155/1423 [==>...........................] - ETA: 11:56 - loss: 213.1463 - logits_profile_predictions_loss: 210.3159 - logcount_predictions_loss: 1.0483 156/1423 [==>...........................] - ETA: 11:56 - loss: 213.1632 - logits_profile_predictions_loss: 210.3324 - logcount_predictions_loss: 1.0485 157/1423 [==>...........................] - ETA: 11:55 - loss: 213.1798 - logits_profile_predictions_loss: 210.3485 - logcount_predictions_loss: 1.0486 158/1423 [==>...........................] - ETA: 11:55 - loss: 213.1959 - logits_profile_predictions_loss: 210.3642 - logcount_predictions_loss: 1.0488 159/1423 [==>...........................] - ETA: 11:54 - loss: 213.2094 - logits_profile_predictions_loss: 210.3773 - logcount_predictions_loss: 1.0489 160/1423 [==>...........................] - ETA: 11:54 - loss: 213.2205 - logits_profile_predictions_loss: 210.3881 - logcount_predictions_loss: 1.0491 161/1423 [==>...........................] - ETA: 11:53 - loss: 213.2316 - logits_profile_predictions_loss: 210.3987 - logcount_predictions_loss: 1.0492 162/1423 [==>...........................] - ETA: 11:52 - loss: 213.2426 - logits_profile_predictions_loss: 210.4094 - logcount_predictions_loss: 1.0493 163/1423 [==>...........................] - ETA: 11:52 - loss: 213.2541 - logits_profile_predictions_loss: 210.4206 - logcount_predictions_loss: 1.0494 164/1423 [==>...........................] - ETA: 11:51 - loss: 213.2661 - logits_profile_predictions_loss: 210.4323 - logcount_predictions_loss: 1.0496 165/1423 [==>...........................] - ETA: 11:51 - loss: 213.2771 - logits_profile_predictions_loss: 210.4430 - logcount_predictions_loss: 1.0497 166/1423 [==>...........................] - ETA: 11:50 - loss: 213.2878 - logits_profile_predictions_loss: 210.4534 - logcount_predictions_loss: 1.0498 167/1423 [==>...........................] - ETA: 11:50 - loss: 213.3008 - logits_profile_predictions_loss: 210.4660 - logcount_predictions_loss: 1.0499 168/1423 [==>...........................] - ETA: 11:49 - loss: 213.3142 - 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[==>...........................] - ETA: 11:45 - loss: 213.4018 - logits_profile_predictions_loss: 210.5646 - logcount_predictions_loss: 1.0508 176/1423 [==>...........................] - ETA: 11:45 - loss: 213.4143 - logits_profile_predictions_loss: 210.5768 - logcount_predictions_loss: 1.0509 177/1423 [==>...........................] - ETA: 11:44 - loss: 213.4269 - logits_profile_predictions_loss: 210.5891 - logcount_predictions_loss: 1.0510 178/1423 [==>...........................] - ETA: 11:43 - loss: 213.4398 - logits_profile_predictions_loss: 210.6017 - logcount_predictions_loss: 1.0511 179/1423 [==>...........................] - ETA: 11:43 - loss: 213.4530 - logits_profile_predictions_loss: 210.6146 - logcount_predictions_loss: 1.0512 180/1423 [==>...........................] - ETA: 11:42 - loss: 213.4680 - logits_profile_predictions_loss: 210.6293 - logcount_predictions_loss: 1.0513 181/1423 [==>...........................] - ETA: 11:42 - loss: 213.4826 - 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[==>...........................] - ETA: 11:38 - loss: 213.5863 - logits_profile_predictions_loss: 210.7456 - logcount_predictions_loss: 1.0521 189/1423 [==>...........................] - ETA: 11:37 - loss: 213.5996 - logits_profile_predictions_loss: 210.7587 - logcount_predictions_loss: 1.0522 190/1423 [===>..........................] - ETA: 11:37 - loss: 213.6122 - logits_profile_predictions_loss: 210.7712 - logcount_predictions_loss: 1.0522 191/1423 [===>..........................] - ETA: 11:36 - loss: 213.6254 - logits_profile_predictions_loss: 210.7842 - logcount_predictions_loss: 1.0523 192/1423 [===>..........................] - ETA: 11:35 - loss: 213.6379 - logits_profile_predictions_loss: 210.7966 - logcount_predictions_loss: 1.0523 193/1423 [===>..........................] - ETA: 11:35 - loss: 213.6507 - logits_profile_predictions_loss: 210.8093 - logcount_predictions_loss: 1.0524 194/1423 [===>..........................] - ETA: 11:34 - loss: 213.6640 - logits_profile_predictions_loss: 210.8224 - logcount_predictions_loss: 1.0524 195/1423 [===>..........................] - ETA: 11:34 - loss: 213.6769 - logits_profile_predictions_loss: 210.8352 - logcount_predictions_loss: 1.0525 196/1423 [===>..........................] - ETA: 11:33 - loss: 213.6897 - logits_profile_predictions_loss: 210.8478 - logcount_predictions_loss: 1.0525 197/1423 [===>..........................] - ETA: 11:33 - loss: 213.7036 - logits_profile_predictions_loss: 210.8616 - logcount_predictions_loss: 1.0526 198/1423 [===>..........................] - ETA: 11:32 - loss: 213.7165 - logits_profile_predictions_loss: 210.8745 - logcount_predictions_loss: 1.0526 199/1423 [===>..........................] - ETA: 11:31 - loss: 213.7299 - logits_profile_predictions_loss: 210.8877 - logcount_predictions_loss: 1.0527 200/1423 [===>..........................] - ETA: 11:31 - loss: 213.7434 - logits_profile_predictions_loss: 210.9011 - logcount_predictions_loss: 1.0527 201/1423 [===>..........................] - ETA: 11:30 - loss: 213.7564 - logits_profile_predictions_loss: 210.9139 - logcount_predictions_loss: 1.0528 202/1423 [===>..........................] - ETA: 11:30 - loss: 213.7702 - logits_profile_predictions_loss: 210.9276 - logcount_predictions_loss: 1.0528 203/1423 [===>..........................] - ETA: 11:29 - loss: 213.7831 - logits_profile_predictions_loss: 210.9404 - logcount_predictions_loss: 1.0528 204/1423 [===>..........................] - ETA: 11:29 - loss: 213.7949 - logits_profile_predictions_loss: 210.9521 - logcount_predictions_loss: 1.0529 205/1423 [===>..........................] - ETA: 11:28 - loss: 213.8068 - logits_profile_predictions_loss: 210.9639 - logcount_predictions_loss: 1.0529 206/1423 [===>..........................] - ETA: 11:28 - loss: 213.8185 - logits_profile_predictions_loss: 210.9755 - logcount_predictions_loss: 1.0530 207/1423 [===>..........................] - ETA: 11:27 - loss: 213.8312 - logits_profile_predictions_loss: 210.9881 - logcount_predictions_loss: 1.0530 208/1423 [===>..........................] - ETA: 11:26 - loss: 213.8437 - logits_profile_predictions_loss: 211.0006 - logcount_predictions_loss: 1.0530 209/1423 [===>..........................] - ETA: 11:26 - loss: 213.8555 - logits_profile_predictions_loss: 211.0123 - logcount_predictions_loss: 1.0531 210/1423 [===>..........................] - ETA: 11:25 - loss: 213.8664 - logits_profile_predictions_loss: 211.0231 - logcount_predictions_loss: 1.0531 211/1423 [===>..........................] - ETA: 11:25 - loss: 213.8769 - logits_profile_predictions_loss: 211.0336 - logcount_predictions_loss: 1.0531 212/1423 [===>..........................] - ETA: 11:24 - loss: 213.8864 - logits_profile_predictions_loss: 211.0430 - logcount_predictions_loss: 1.0531 213/1423 [===>..........................] - ETA: 11:24 - loss: 213.8966 - logits_profile_predictions_loss: 211.0532 - logcount_predictions_loss: 1.0531 214/1423 [===>..........................] - ETA: 11:23 - loss: 213.9068 - logits_profile_predictions_loss: 211.0633 - logcount_predictions_loss: 1.0531 215/1423 [===>..........................] - ETA: 11:22 - loss: 213.9176 - logits_profile_predictions_loss: 211.0741 - logcount_predictions_loss: 1.0531 216/1423 [===>..........................] - ETA: 11:22 - loss: 213.9274 - logits_profile_predictions_loss: 211.0839 - logcount_predictions_loss: 1.0531 217/1423 [===>..........................] - ETA: 11:21 - loss: 213.9369 - logits_profile_predictions_loss: 211.0934 - logcount_predictions_loss: 1.0531 218/1423 [===>..........................] - ETA: 11:21 - loss: 213.9480 - logits_profile_predictions_loss: 211.1045 - logcount_predictions_loss: 1.0532 219/1423 [===>..........................] - ETA: 11:20 - loss: 213.9590 - logits_profile_predictions_loss: 211.1154 - logcount_predictions_loss: 1.0532 220/1423 [===>..........................] - ETA: 11:20 - loss: 213.9697 - logits_profile_predictions_loss: 211.1262 - logcount_predictions_loss: 1.0532 221/1423 [===>..........................] - ETA: 11:19 - loss: 213.9815 - logits_profile_predictions_loss: 211.1380 - logcount_predictions_loss: 1.0532 222/1423 [===>..........................] - ETA: 11:19 - loss: 213.9930 - logits_profile_predictions_loss: 211.1495 - logcount_predictions_loss: 1.0531 223/1423 [===>..........................] - ETA: 11:18 - loss: 214.0034 - logits_profile_predictions_loss: 211.1599 - logcount_predictions_loss: 1.0531 224/1423 [===>..........................] - ETA: 11:17 - loss: 214.0140 - logits_profile_predictions_loss: 211.1706 - logcount_predictions_loss: 1.0531 225/1423 [===>..........................] - ETA: 11:17 - loss: 214.0263 - logits_profile_predictions_loss: 211.1829 - logcount_predictions_loss: 1.0531 226/1423 [===>..........................] - ETA: 11:16 - loss: 214.0378 - logits_profile_predictions_loss: 211.1944 - logcount_predictions_loss: 1.0531 227/1423 [===>..........................] - ETA: 11:16 - loss: 214.0497 - logits_profile_predictions_loss: 211.2063 - logcount_predictions_loss: 1.0531 228/1423 [===>..........................] - ETA: 11:15 - loss: 214.0619 - logits_profile_predictions_loss: 211.2185 - logcount_predictions_loss: 1.0531 229/1423 [===>..........................] - ETA: 11:15 - loss: 214.0743 - logits_profile_predictions_loss: 211.2310 - logcount_predictions_loss: 1.0531 230/1423 [===>..........................] - ETA: 11:14 - loss: 214.0869 - logits_profile_predictions_loss: 211.2436 - logcount_predictions_loss: 1.0531 231/1423 [===>..........................] - ETA: 11:13 - loss: 214.0990 - logits_profile_predictions_loss: 211.2557 - logcount_predictions_loss: 1.0531 232/1423 [===>..........................] - ETA: 11:13 - loss: 214.1112 - logits_profile_predictions_loss: 211.2679 - logcount_predictions_loss: 1.0531 233/1423 [===>..........................] - ETA: 11:12 - loss: 214.1236 - logits_profile_predictions_loss: 211.2804 - logcount_predictions_loss: 1.0530 234/1423 [===>..........................] - ETA: 11:12 - loss: 214.1351 - logits_profile_predictions_loss: 211.2920 - logcount_predictions_loss: 1.0530 235/1423 [===>..........................] - ETA: 11:11 - loss: 214.1464 - logits_profile_predictions_loss: 211.3033 - logcount_predictions_loss: 1.0530 236/1423 [===>..........................] - ETA: 11:11 - loss: 214.1568 - logits_profile_predictions_loss: 211.3138 - logcount_predictions_loss: 1.0530 237/1423 [===>..........................] - ETA: 11:10 - loss: 214.1668 - logits_profile_predictions_loss: 211.3238 - logcount_predictions_loss: 1.0530 238/1423 [====>.........................] - ETA: 11:09 - loss: 214.1765 - logits_profile_predictions_loss: 211.3336 - logcount_predictions_loss: 1.0529 239/1423 [====>.........................] - ETA: 11:09 - loss: 214.1876 - logits_profile_predictions_loss: 211.3448 - logcount_predictions_loss: 1.0529 240/1423 [====>.........................] - ETA: 11:08 - loss: 214.1985 - logits_profile_predictions_loss: 211.3557 - logcount_predictions_loss: 1.0529 241/1423 [====>.........................] - ETA: 11:08 - loss: 214.2097 - logits_profile_predictions_loss: 211.3670 - logcount_predictions_loss: 1.0529 242/1423 [====>.........................] - ETA: 11:07 - loss: 214.2202 - logits_profile_predictions_loss: 211.3776 - logcount_predictions_loss: 1.0528 243/1423 [====>.........................] - ETA: 11:07 - loss: 214.2300 - logits_profile_predictions_loss: 211.3874 - logcount_predictions_loss: 1.0528 244/1423 [====>.........................] - ETA: 11:06 - loss: 214.2392 - logits_profile_predictions_loss: 211.3967 - logcount_predictions_loss: 1.0528 245/1423 [====>.........................] - ETA: 11:05 - loss: 214.2493 - logits_profile_predictions_loss: 211.4069 - logcount_predictions_loss: 1.0528 246/1423 [====>.........................] - ETA: 11:05 - loss: 214.2587 - logits_profile_predictions_loss: 211.4163 - logcount_predictions_loss: 1.0527 247/1423 [====>.........................] - ETA: 11:04 - loss: 214.2679 - logits_profile_predictions_loss: 211.4256 - logcount_predictions_loss: 1.0527 248/1423 [====>.........................] - ETA: 11:04 - loss: 214.2773 - logits_profile_predictions_loss: 211.4351 - logcount_predictions_loss: 1.0527 249/1423 [====>.........................] - ETA: 11:03 - loss: 214.2874 - logits_profile_predictions_loss: 211.4452 - logcount_predictions_loss: 1.0527 250/1423 [====>.........................] - ETA: 11:03 - loss: 214.2979 - logits_profile_predictions_loss: 211.4558 - logcount_predictions_loss: 1.0526 251/1423 [====>.........................] - ETA: 11:02 - loss: 214.3080 - logits_profile_predictions_loss: 211.4659 - logcount_predictions_loss: 1.0526 252/1423 [====>.........................] - ETA: 11:02 - loss: 214.3176 - logits_profile_predictions_loss: 211.4756 - logcount_predictions_loss: 1.0526 253/1423 [====>.........................] - ETA: 11:01 - loss: 214.3261 - logits_profile_predictions_loss: 211.4842 - logcount_predictions_loss: 1.0526 254/1423 [====>.........................] - ETA: 11:00 - loss: 214.3341 - logits_profile_predictions_loss: 211.4923 - logcount_predictions_loss: 1.0525 255/1423 [====>.........................] - ETA: 11:00 - loss: 214.3414 - logits_profile_predictions_loss: 211.4997 - logcount_predictions_loss: 1.0525 256/1423 [====>.........................] - ETA: 10:59 - loss: 214.3487 - logits_profile_predictions_loss: 211.5070 - logcount_predictions_loss: 1.0525 257/1423 [====>.........................] - ETA: 10:59 - loss: 214.3565 - logits_profile_predictions_loss: 211.5148 - logcount_predictions_loss: 1.0525 258/1423 [====>.........................] - ETA: 10:58 - loss: 214.3649 - logits_profile_predictions_loss: 211.5233 - logcount_predictions_loss: 1.0524 259/1423 [====>.........................] - ETA: 10:58 - loss: 214.3733 - logits_profile_predictions_loss: 211.5318 - logcount_predictions_loss: 1.0524 260/1423 [====>.........................] - ETA: 10:57 - loss: 214.3819 - logits_profile_predictions_loss: 211.5405 - logcount_predictions_loss: 1.0524 261/1423 [====>.........................] - ETA: 10:56 - loss: 214.3911 - logits_profile_predictions_loss: 211.5497 - logcount_predictions_loss: 1.0523 262/1423 [====>.........................] - ETA: 10:56 - loss: 214.4006 - logits_profile_predictions_loss: 211.5594 - logcount_predictions_loss: 1.0523 263/1423 [====>.........................] - ETA: 10:55 - loss: 214.4101 - logits_profile_predictions_loss: 211.5689 - logcount_predictions_loss: 1.0523 264/1423 [====>.........................] - ETA: 10:55 - loss: 214.4195 - logits_profile_predictions_loss: 211.5784 - logcount_predictions_loss: 1.0523 265/1423 [====>.........................] - ETA: 10:54 - loss: 214.4289 - logits_profile_predictions_loss: 211.5879 - logcount_predictions_loss: 1.0522 266/1423 [====>.........................] - ETA: 10:54 - loss: 214.4384 - logits_profile_predictions_loss: 211.5975 - logcount_predictions_loss: 1.0522 267/1423 [====>.........................] - ETA: 10:53 - loss: 214.4479 - logits_profile_predictions_loss: 211.6070 - logcount_predictions_loss: 1.0522 268/1423 [====>.........................] - ETA: 10:52 - loss: 214.4569 - logits_profile_predictions_loss: 211.6161 - logcount_predictions_loss: 1.0522 269/1423 [====>.........................] - ETA: 10:52 - loss: 214.4657 - logits_profile_predictions_loss: 211.6249 - logcount_predictions_loss: 1.0521 270/1423 [====>.........................] - ETA: 10:51 - loss: 214.4747 - logits_profile_predictions_loss: 211.6340 - logcount_predictions_loss: 1.0521 271/1423 [====>.........................] - ETA: 10:51 - loss: 214.4838 - logits_profile_predictions_loss: 211.6432 - logcount_predictions_loss: 1.0521 272/1423 [====>.........................] - ETA: 10:50 - loss: 214.4932 - logits_profile_predictions_loss: 211.6526 - logcount_predictions_loss: 1.0521 273/1423 [====>.........................] - ETA: 10:50 - loss: 214.5021 - logits_profile_predictions_loss: 211.6616 - logcount_predictions_loss: 1.0520 274/1423 [====>.........................] - ETA: 10:49 - loss: 214.5109 - logits_profile_predictions_loss: 211.6705 - logcount_predictions_loss: 1.0520 275/1423 [====>.........................] - ETA: 10:49 - loss: 214.5193 - logits_profile_predictions_loss: 211.6790 - logcount_predictions_loss: 1.0520 276/1423 [====>.........................] - ETA: 10:48 - loss: 214.5284 - logits_profile_predictions_loss: 211.6882 - logcount_predictions_loss: 1.0519 277/1423 [====>.........................] - ETA: 10:47 - loss: 214.5374 - logits_profile_predictions_loss: 211.6973 - logcount_predictions_loss: 1.0519 278/1423 [====>.........................] - ETA: 10:47 - loss: 214.5469 - logits_profile_predictions_loss: 211.7068 - logcount_predictions_loss: 1.0519 279/1423 [====>.........................] - ETA: 10:46 - loss: 214.5561 - logits_profile_predictions_loss: 211.7161 - logcount_predictions_loss: 1.0519 280/1423 [====>.........................] - ETA: 10:46 - loss: 214.5648 - logits_profile_predictions_loss: 211.7248 - logcount_predictions_loss: 1.0518 281/1423 [====>.........................] - ETA: 10:45 - loss: 214.5733 - logits_profile_predictions_loss: 211.7334 - logcount_predictions_loss: 1.0518 282/1423 [====>.........................] - ETA: 10:45 - loss: 214.5815 - logits_profile_predictions_loss: 211.7417 - logcount_predictions_loss: 1.0518 283/1423 [====>.........................] - ETA: 10:44 - loss: 214.5901 - logits_profile_predictions_loss: 211.7504 - logcount_predictions_loss: 1.0517 284/1423 [====>.........................] - ETA: 10:43 - loss: 214.5988 - logits_profile_predictions_loss: 211.7592 - logcount_predictions_loss: 1.0517 285/1423 [=====>........................] - ETA: 10:43 - loss: 214.6066 - logits_profile_predictions_loss: 211.7670 - logcount_predictions_loss: 1.0517 286/1423 [=====>........................] - ETA: 10:42 - loss: 214.6140 - logits_profile_predictions_loss: 211.7746 - logcount_predictions_loss: 1.0516 287/1423 [=====>........................] - ETA: 10:42 - loss: 214.6214 - logits_profile_predictions_loss: 211.7821 - logcount_predictions_loss: 1.0516 288/1423 [=====>........................] - ETA: 10:41 - loss: 214.6283 - logits_profile_predictions_loss: 211.7891 - logcount_predictions_loss: 1.0516 289/1423 [=====>........................] - ETA: 10:41 - loss: 214.6351 - logits_profile_predictions_loss: 211.7960 - logcount_predictions_loss: 1.0515 290/1423 [=====>........................] - ETA: 10:40 - loss: 214.6417 - logits_profile_predictions_loss: 211.8027 - logcount_predictions_loss: 1.0515 291/1423 [=====>........................] - ETA: 10:39 - loss: 214.6475 - logits_profile_predictions_loss: 211.8086 - logcount_predictions_loss: 1.0514 292/1423 [=====>........................] - ETA: 10:39 - loss: 214.6533 - logits_profile_predictions_loss: 211.8145 - logcount_predictions_loss: 1.0514 293/1423 [=====>........................] - ETA: 10:38 - loss: 214.6588 - logits_profile_predictions_loss: 211.8201 - logcount_predictions_loss: 1.0514 294/1423 [=====>........................] - ETA: 10:38 - loss: 214.6642 - logits_profile_predictions_loss: 211.8257 - logcount_predictions_loss: 1.0513 295/1423 [=====>........................] - ETA: 10:37 - loss: 214.6702 - logits_profile_predictions_loss: 211.8318 - logcount_predictions_loss: 1.0513 296/1423 [=====>........................] - ETA: 10:37 - loss: 214.6760 - logits_profile_predictions_loss: 211.8376 - logcount_predictions_loss: 1.0512 297/1423 [=====>........................] - ETA: 10:36 - loss: 214.6813 - logits_profile_predictions_loss: 211.8431 - logcount_predictions_loss: 1.0512 298/1423 [=====>........................] - ETA: 10:36 - loss: 214.6867 - logits_profile_predictions_loss: 211.8486 - logcount_predictions_loss: 1.0512 299/1423 [=====>........................] - ETA: 10:35 - loss: 214.6919 - logits_profile_predictions_loss: 211.8539 - logcount_predictions_loss: 1.0511 300/1423 [=====>........................] - ETA: 10:34 - loss: 214.6968 - logits_profile_predictions_loss: 211.8589 - logcount_predictions_loss: 1.0511 301/1423 [=====>........................] - ETA: 10:34 - loss: 214.7013 - logits_profile_predictions_loss: 211.8636 - logcount_predictions_loss: 1.0510 302/1423 [=====>........................] - ETA: 10:33 - loss: 214.7057 - logits_profile_predictions_loss: 211.8681 - logcount_predictions_loss: 1.0510 303/1423 [=====>........................] - ETA: 10:33 - loss: 214.7102 - logits_profile_predictions_loss: 211.8727 - logcount_predictions_loss: 1.0509 304/1423 [=====>........................] - ETA: 10:32 - loss: 214.7147 - logits_profile_predictions_loss: 211.8774 - logcount_predictions_loss: 1.0509 305/1423 [=====>........................] - ETA: 10:32 - loss: 214.7196 - logits_profile_predictions_loss: 211.8823 - logcount_predictions_loss: 1.0508 306/1423 [=====>........................] - ETA: 10:31 - loss: 214.7244 - logits_profile_predictions_loss: 211.8873 - logcount_predictions_loss: 1.0508 307/1423 [=====>........................] - ETA: 10:30 - loss: 214.7293 - logits_profile_predictions_loss: 211.8923 - logcount_predictions_loss: 1.0507 308/1423 [=====>........................] - ETA: 10:30 - loss: 214.7334 - logits_profile_predictions_loss: 211.8965 - logcount_predictions_loss: 1.0507 309/1423 [=====>........................] - ETA: 10:29 - loss: 214.7378 - logits_profile_predictions_loss: 211.9010 - logcount_predictions_loss: 1.0507 310/1423 [=====>........................] - ETA: 10:29 - loss: 214.7418 - logits_profile_predictions_loss: 211.9051 - logcount_predictions_loss: 1.0506 311/1423 [=====>........................] - ETA: 10:28 - loss: 214.7454 - logits_profile_predictions_loss: 211.9088 - logcount_predictions_loss: 1.0506 312/1423 [=====>........................] - ETA: 10:28 - loss: 214.7490 - logits_profile_predictions_loss: 211.9125 - logcount_predictions_loss: 1.0506 313/1423 [=====>........................] - ETA: 10:27 - loss: 214.7528 - logits_profile_predictions_loss: 211.9164 - logcount_predictions_loss: 1.0505 314/1423 [=====>........................] - ETA: 10:26 - loss: 214.7562 - logits_profile_predictions_loss: 211.9199 - logcount_predictions_loss: 1.0505 315/1423 [=====>........................] - ETA: 10:26 - loss: 214.7598 - logits_profile_predictions_loss: 211.9236 - logcount_predictions_loss: 1.0505 316/1423 [=====>........................] - ETA: 10:25 - loss: 214.7628 - logits_profile_predictions_loss: 211.9267 - logcount_predictions_loss: 1.0504 317/1423 [=====>........................] - ETA: 10:25 - loss: 214.7655 - logits_profile_predictions_loss: 211.9295 - logcount_predictions_loss: 1.0504 318/1423 [=====>........................] - ETA: 10:24 - loss: 214.7682 - logits_profile_predictions_loss: 211.9323 - logcount_predictions_loss: 1.0504 319/1423 [=====>........................] - ETA: 10:24 - loss: 214.7707 - logits_profile_predictions_loss: 211.9349 - logcount_predictions_loss: 1.0503 320/1423 [=====>........................] - ETA: 10:23 - loss: 214.7731 - logits_profile_predictions_loss: 211.9373 - logcount_predictions_loss: 1.0503 321/1423 [=====>........................] - ETA: 10:23 - loss: 214.7751 - logits_profile_predictions_loss: 211.9395 - logcount_predictions_loss: 1.0502 322/1423 [=====>........................] - ETA: 10:22 - loss: 214.7773 - logits_profile_predictions_loss: 211.9417 - logcount_predictions_loss: 1.0502 323/1423 [=====>........................] - ETA: 10:21 - loss: 214.7797 - logits_profile_predictions_loss: 211.9443 - logcount_predictions_loss: 1.0502 324/1423 [=====>........................] - ETA: 10:21 - loss: 214.7826 - logits_profile_predictions_loss: 211.9472 - logcount_predictions_loss: 1.0502 325/1423 [=====>........................] - ETA: 10:20 - loss: 214.7855 - logits_profile_predictions_loss: 211.9502 - logcount_predictions_loss: 1.0501 326/1423 [=====>........................] - ETA: 10:20 - loss: 214.7884 - logits_profile_predictions_loss: 211.9531 - logcount_predictions_loss: 1.0501 327/1423 [=====>........................] - ETA: 10:19 - loss: 214.7915 - logits_profile_predictions_loss: 211.9563 - logcount_predictions_loss: 1.0501 328/1423 [=====>........................] - ETA: 10:19 - loss: 214.7941 - logits_profile_predictions_loss: 211.9590 - logcount_predictions_loss: 1.0500 329/1423 [=====>........................] - ETA: 10:18 - loss: 214.7967 - logits_profile_predictions_loss: 211.9617 - logcount_predictions_loss: 1.0500 330/1423 [=====>........................] - ETA: 10:17 - loss: 214.7987 - logits_profile_predictions_loss: 211.9638 - logcount_predictions_loss: 1.0500 331/1423 [=====>........................] - ETA: 10:17 - loss: 214.8015 - logits_profile_predictions_loss: 211.9666 - logcount_predictions_loss: 1.0500 332/1423 [=====>........................] - ETA: 10:16 - loss: 214.8046 - logits_profile_predictions_loss: 211.9698 - logcount_predictions_loss: 1.0499 333/1423 [======>.......................] - ETA: 10:16 - loss: 214.8076 - logits_profile_predictions_loss: 211.9728 - logcount_predictions_loss: 1.0499 334/1423 [======>.......................] - ETA: 10:15 - loss: 214.8107 - logits_profile_predictions_loss: 211.9760 - logcount_predictions_loss: 1.0499 335/1423 [======>.......................] - ETA: 10:15 - loss: 214.8138 - logits_profile_predictions_loss: 211.9791 - logcount_predictions_loss: 1.0499 336/1423 [======>.......................] - ETA: 10:14 - loss: 214.8168 - logits_profile_predictions_loss: 211.9822 - logcount_predictions_loss: 1.0499 337/1423 [======>.......................] - ETA: 10:13 - loss: 214.8200 - logits_profile_predictions_loss: 211.9854 - logcount_predictions_loss: 1.0498 338/1423 [======>.......................] - ETA: 10:13 - loss: 214.8233 - logits_profile_predictions_loss: 211.9887 - logcount_predictions_loss: 1.0498 339/1423 [======>.......................] - ETA: 10:12 - loss: 214.8264 - logits_profile_predictions_loss: 211.9919 - logcount_predictions_loss: 1.0498 340/1423 [======>.......................] - ETA: 10:12 - loss: 214.8290 - logits_profile_predictions_loss: 211.9946 - logcount_predictions_loss: 1.0498 341/1423 [======>.......................] - ETA: 10:11 - loss: 214.8313 - logits_profile_predictions_loss: 211.9970 - logcount_predictions_loss: 1.0498 342/1423 [======>.......................] - ETA: 10:11 - loss: 214.8344 - logits_profile_predictions_loss: 212.0001 - logcount_predictions_loss: 1.0498 343/1423 [======>.......................] - ETA: 10:10 - loss: 214.8374 - logits_profile_predictions_loss: 212.0031 - logcount_predictions_loss: 1.0497 344/1423 [======>.......................] - ETA: 10:10 - loss: 214.8400 - logits_profile_predictions_loss: 212.0057 - logcount_predictions_loss: 1.0497 345/1423 [======>.......................] - ETA: 10:09 - loss: 214.8428 - logits_profile_predictions_loss: 212.0086 - logcount_predictions_loss: 1.0497 346/1423 [======>.......................] - ETA: 10:08 - loss: 214.8453 - logits_profile_predictions_loss: 212.0112 - logcount_predictions_loss: 1.0497 347/1423 [======>.......................] - ETA: 10:08 - loss: 214.8480 - logits_profile_predictions_loss: 212.0138 - logcount_predictions_loss: 1.0497 348/1423 [======>.......................] - ETA: 10:07 - loss: 214.8507 - logits_profile_predictions_loss: 212.0165 - logcount_predictions_loss: 1.0497 349/1423 [======>.......................] - ETA: 10:07 - loss: 214.8531 - logits_profile_predictions_loss: 212.0191 - logcount_predictions_loss: 1.0497 350/1423 [======>.......................] - ETA: 10:06 - loss: 214.8556 - 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[..............................] - ETA: 13:06 - loss: 220.9849 - logits_profile_predictions_loss: 218.4298 - logcount_predictions_loss: 0.9463 31/1423 [..............................] - ETA: 13:06 - loss: 220.6932 - logits_profile_predictions_loss: 218.1418 - logcount_predictions_loss: 0.9450 32/1423 [..............................] - ETA: 13:05 - loss: 220.4186 - logits_profile_predictions_loss: 217.8706 - logcount_predictions_loss: 0.9437 33/1423 [..............................] - ETA: 13:05 - loss: 220.1173 - logits_profile_predictions_loss: 217.5731 - logcount_predictions_loss: 0.9423 34/1423 [..............................] - ETA: 13:04 - loss: 219.8472 - logits_profile_predictions_loss: 217.3064 - logcount_predictions_loss: 0.9410 35/1423 [..............................] - ETA: 13:04 - loss: 219.5985 - logits_profile_predictions_loss: 217.0610 - logcount_predictions_loss: 0.9398 36/1423 [..............................] - ETA: 13:03 - loss: 219.3337 - 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[..............................] - ETA: 12:59 - loss: 217.8906 - logits_profile_predictions_loss: 215.3801 - logcount_predictions_loss: 0.9298 44/1423 [..............................] - ETA: 12:59 - loss: 217.7516 - logits_profile_predictions_loss: 215.2442 - logcount_predictions_loss: 0.9287 45/1423 [..............................] - ETA: 12:58 - loss: 217.6111 - logits_profile_predictions_loss: 215.1070 - logcount_predictions_loss: 0.9274 46/1423 [..............................] - ETA: 12:57 - loss: 217.4578 - logits_profile_predictions_loss: 214.9569 - logcount_predictions_loss: 0.9263 47/1423 [..............................] - ETA: 12:57 - loss: 217.3182 - logits_profile_predictions_loss: 214.8203 - logcount_predictions_loss: 0.9252 48/1423 [>.............................] - ETA: 12:56 - loss: 217.1882 - logits_profile_predictions_loss: 214.6933 - logcount_predictions_loss: 0.9240 49/1423 [>.............................] - ETA: 12:56 - loss: 217.0788 - 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logits_profile_predictions_loss: 213.3916 - logcount_predictions_loss: 0.9008 76/1423 [>.............................] - ETA: 12:41 - loss: 215.7950 - logits_profile_predictions_loss: 213.3643 - logcount_predictions_loss: 0.9003 77/1423 [>.............................] - ETA: 12:40 - loss: 215.7681 - logits_profile_predictions_loss: 213.3388 - logcount_predictions_loss: 0.8998 78/1423 [>.............................] - ETA: 12:39 - loss: 215.7382 - logits_profile_predictions_loss: 213.3102 - logcount_predictions_loss: 0.8992 79/1423 [>.............................] - ETA: 12:39 - loss: 215.7127 - logits_profile_predictions_loss: 213.2862 - logcount_predictions_loss: 0.8987 80/1423 [>.............................] - ETA: 12:38 - loss: 215.6868 - logits_profile_predictions_loss: 213.2616 - logcount_predictions_loss: 0.8982 81/1423 [>.............................] - ETA: 12:38 - loss: 215.6622 - logits_profile_predictions_loss: 213.2383 - logcount_predictions_loss: 0.8977 82/1423 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logits_profile_predictions_loss: 213.0718 - logcount_predictions_loss: 0.8946 89/1423 [>.............................] - ETA: 12:33 - loss: 215.4583 - logits_profile_predictions_loss: 213.0439 - logcount_predictions_loss: 0.8942 90/1423 [>.............................] - ETA: 12:33 - loss: 215.4288 - logits_profile_predictions_loss: 213.0155 - logcount_predictions_loss: 0.8938 91/1423 [>.............................] - ETA: 12:32 - loss: 215.4004 - logits_profile_predictions_loss: 212.9880 - logcount_predictions_loss: 0.8935 92/1423 [>.............................] - ETA: 12:32 - loss: 215.3694 - logits_profile_predictions_loss: 212.9579 - logcount_predictions_loss: 0.8932 93/1423 [>.............................] - ETA: 12:31 - loss: 215.3441 - logits_profile_predictions_loss: 212.9335 - logcount_predictions_loss: 0.8928 94/1423 [>.............................] - ETA: 12:30 - loss: 215.3150 - logits_profile_predictions_loss: 212.9052 - logcount_predictions_loss: 0.8925 95/1423 [=>............................] - ETA: 12:30 - loss: 215.2849 - logits_profile_predictions_loss: 212.8760 - logcount_predictions_loss: 0.8922 96/1423 [=>............................] - ETA: 12:29 - loss: 215.2566 - logits_profile_predictions_loss: 212.8486 - logcount_predictions_loss: 0.8919 97/1423 [=>............................] - ETA: 12:29 - loss: 215.2272 - logits_profile_predictions_loss: 212.8200 - logcount_predictions_loss: 0.8915 98/1423 [=>............................] - ETA: 12:28 - loss: 215.1953 - logits_profile_predictions_loss: 212.7890 - logcount_predictions_loss: 0.8912 99/1423 [=>............................] - ETA: 12:28 - loss: 215.1639 - logits_profile_predictions_loss: 212.7585 - logcount_predictions_loss: 0.8909 100/1423 [=>............................] - ETA: 12:27 - loss: 215.1327 - logits_profile_predictions_loss: 212.7281 - logcount_predictions_loss: 0.8906 101/1423 [=>............................] - ETA: 12:26 - loss: 215.0982 - logits_profile_predictions_loss: 212.6945 - logcount_predictions_loss: 0.8902 102/1423 [=>............................] - ETA: 12:26 - loss: 215.0656 - logits_profile_predictions_loss: 212.6628 - logcount_predictions_loss: 0.8899 103/1423 [=>............................] - ETA: 12:25 - loss: 215.0346 - logits_profile_predictions_loss: 212.6328 - logcount_predictions_loss: 0.8896 104/1423 [=>............................] - ETA: 12:25 - loss: 215.0058 - logits_profile_predictions_loss: 212.6049 - logcount_predictions_loss: 0.8892 105/1423 [=>............................] - ETA: 12:24 - loss: 214.9786 - logits_profile_predictions_loss: 212.5785 - logcount_predictions_loss: 0.8889 106/1423 [=>............................] - ETA: 12:24 - loss: 214.9499 - logits_profile_predictions_loss: 212.5505 - logcount_predictions_loss: 0.8887 107/1423 [=>............................] - ETA: 12:23 - loss: 214.9202 - logits_profile_predictions_loss: 212.5215 - logcount_predictions_loss: 0.8884 108/1423 [=>............................] - ETA: 12:23 - loss: 214.8925 - logits_profile_predictions_loss: 212.4944 - logcount_predictions_loss: 0.8882 109/1423 [=>............................] - ETA: 12:22 - loss: 214.8683 - logits_profile_predictions_loss: 212.4709 - logcount_predictions_loss: 0.8879 110/1423 [=>............................] - ETA: 12:21 - loss: 214.8465 - logits_profile_predictions_loss: 212.4496 - logcount_predictions_loss: 0.8877 111/1423 [=>............................] - ETA: 12:21 - loss: 214.8239 - logits_profile_predictions_loss: 212.4276 - logcount_predictions_loss: 0.8875 112/1423 [=>............................] - ETA: 12:20 - loss: 214.8000 - logits_profile_predictions_loss: 212.4043 - logcount_predictions_loss: 0.8873 113/1423 [=>............................] - ETA: 12:20 - loss: 214.7727 - logits_profile_predictions_loss: 212.3776 - logcount_predictions_loss: 0.8871 114/1423 [=>............................] - ETA: 12:19 - loss: 214.7490 - logits_profile_predictions_loss: 212.3545 - logcount_predictions_loss: 0.8869 115/1423 [=>............................] - ETA: 12:19 - loss: 214.7261 - logits_profile_predictions_loss: 212.3322 - logcount_predictions_loss: 0.8867 116/1423 [=>............................] - ETA: 12:18 - loss: 214.7059 - logits_profile_predictions_loss: 212.3126 - logcount_predictions_loss: 0.8864 117/1423 [=>............................] - ETA: 12:17 - loss: 214.6842 - logits_profile_predictions_loss: 212.2915 - logcount_predictions_loss: 0.8862 118/1423 [=>............................] - ETA: 12:17 - loss: 214.6641 - logits_profile_predictions_loss: 212.2720 - logcount_predictions_loss: 0.8860 119/1423 [=>............................] - ETA: 12:16 - loss: 214.6439 - logits_profile_predictions_loss: 212.2524 - logcount_predictions_loss: 0.8857 120/1423 [=>............................] - ETA: 12:16 - loss: 214.6252 - logits_profile_predictions_loss: 212.2343 - logcount_predictions_loss: 0.8855 121/1423 [=>............................] - ETA: 12:15 - loss: 214.6064 - logits_profile_predictions_loss: 212.2160 - logcount_predictions_loss: 0.8853 122/1423 [=>............................] - ETA: 12:15 - loss: 214.5891 - logits_profile_predictions_loss: 212.1994 - logcount_predictions_loss: 0.8851 123/1423 [=>............................] - ETA: 12:14 - loss: 214.5731 - logits_profile_predictions_loss: 212.1839 - logcount_predictions_loss: 0.8849 124/1423 [=>............................] - ETA: 12:13 - loss: 214.5554 - logits_profile_predictions_loss: 212.1668 - logcount_predictions_loss: 0.8847 125/1423 [=>............................] - ETA: 12:13 - loss: 214.5369 - logits_profile_predictions_loss: 212.1488 - logcount_predictions_loss: 0.8844 126/1423 [=>............................] - ETA: 12:12 - loss: 214.5149 - logits_profile_predictions_loss: 212.1275 - logcount_predictions_loss: 0.8842 127/1423 [=>............................] - ETA: 12:12 - loss: 214.4935 - logits_profile_predictions_loss: 212.1067 - logcount_predictions_loss: 0.8840 128/1423 [=>............................] - ETA: 12:11 - loss: 214.4716 - logits_profile_predictions_loss: 212.0854 - logcount_predictions_loss: 0.8838 129/1423 [=>............................] - ETA: 12:11 - loss: 214.4493 - logits_profile_predictions_loss: 212.0636 - logcount_predictions_loss: 0.8836 130/1423 [=>............................] - ETA: 12:10 - loss: 214.4262 - logits_profile_predictions_loss: 212.0411 - logcount_predictions_loss: 0.8834 131/1423 [=>............................] - ETA: 12:09 - loss: 214.4031 - logits_profile_predictions_loss: 212.0187 - logcount_predictions_loss: 0.8831 132/1423 [=>............................] - ETA: 12:09 - loss: 214.3787 - logits_profile_predictions_loss: 211.9949 - logcount_predictions_loss: 0.8829 133/1423 [=>............................] - ETA: 12:08 - loss: 214.3528 - logits_profile_predictions_loss: 211.9697 - logcount_predictions_loss: 0.8826 134/1423 [=>............................] - ETA: 12:08 - loss: 214.3273 - logits_profile_predictions_loss: 211.9448 - logcount_predictions_loss: 0.8824 135/1423 [=>............................] - ETA: 12:07 - loss: 214.3032 - logits_profile_predictions_loss: 211.9215 - logcount_predictions_loss: 0.8821 136/1423 [=>............................] - ETA: 12:07 - loss: 214.2773 - logits_profile_predictions_loss: 211.8962 - logcount_predictions_loss: 0.8819 137/1423 [=>............................] - ETA: 12:06 - loss: 214.2518 - logits_profile_predictions_loss: 211.8714 - logcount_predictions_loss: 0.8816 138/1423 [=>............................] - ETA: 12:06 - loss: 214.2257 - logits_profile_predictions_loss: 211.8460 - logcount_predictions_loss: 0.8814 139/1423 [=>............................] - ETA: 12:05 - loss: 214.1986 - logits_profile_predictions_loss: 211.8196 - logcount_predictions_loss: 0.8811 140/1423 [=>............................] - ETA: 12:04 - loss: 214.1737 - logits_profile_predictions_loss: 211.7954 - logcount_predictions_loss: 0.8809 141/1423 [=>............................] - ETA: 12:04 - loss: 214.1502 - logits_profile_predictions_loss: 211.7725 - logcount_predictions_loss: 0.8806 142/1423 [=>............................] - ETA: 12:03 - loss: 214.1261 - logits_profile_predictions_loss: 211.7491 - logcount_predictions_loss: 0.8804 143/1423 [==>...........................] - ETA: 12:03 - loss: 214.1043 - logits_profile_predictions_loss: 211.7279 - logcount_predictions_loss: 0.8802 144/1423 [==>...........................] - ETA: 12:02 - loss: 214.0808 - logits_profile_predictions_loss: 211.7050 - logcount_predictions_loss: 0.8799 145/1423 [==>...........................] - ETA: 12:02 - loss: 214.0600 - logits_profile_predictions_loss: 211.6848 - logcount_predictions_loss: 0.8797 146/1423 [==>...........................] - ETA: 12:01 - loss: 214.0400 - logits_profile_predictions_loss: 211.6654 - logcount_predictions_loss: 0.8795 147/1423 [==>...........................] - ETA: 12:00 - loss: 214.0244 - logits_profile_predictions_loss: 211.6502 - logcount_predictions_loss: 0.8793 148/1423 [==>...........................] - ETA: 12:00 - loss: 214.0078 - logits_profile_predictions_loss: 211.6341 - logcount_predictions_loss: 0.8791 149/1423 [==>...........................] - ETA: 11:59 - loss: 213.9898 - logits_profile_predictions_loss: 211.6167 - logcount_predictions_loss: 0.8789 150/1423 [==>...........................] - ETA: 11:59 - loss: 213.9714 - logits_profile_predictions_loss: 211.5988 - logcount_predictions_loss: 0.8787 151/1423 [==>...........................] - ETA: 11:58 - loss: 213.9544 - logits_profile_predictions_loss: 211.5823 - logcount_predictions_loss: 0.8785 152/1423 [==>...........................] - ETA: 11:58 - loss: 213.9374 - logits_profile_predictions_loss: 211.5659 - logcount_predictions_loss: 0.8783 153/1423 [==>...........................] - ETA: 11:57 - loss: 213.9234 - 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[==>...........................] - ETA: 11:53 - loss: 213.8193 - logits_profile_predictions_loss: 211.4516 - logcount_predictions_loss: 0.8769 161/1423 [==>...........................] - ETA: 11:53 - loss: 213.8041 - logits_profile_predictions_loss: 211.4369 - logcount_predictions_loss: 0.8768 162/1423 [==>...........................] - ETA: 11:52 - loss: 213.7873 - logits_profile_predictions_loss: 211.4206 - logcount_predictions_loss: 0.8766 163/1423 [==>...........................] - ETA: 11:51 - loss: 213.7701 - logits_profile_predictions_loss: 211.4038 - logcount_predictions_loss: 0.8764 164/1423 [==>...........................] - ETA: 11:51 - loss: 213.7538 - logits_profile_predictions_loss: 211.3880 - logcount_predictions_loss: 0.8762 165/1423 [==>...........................] - ETA: 11:50 - loss: 213.7375 - logits_profile_predictions_loss: 211.3721 - logcount_predictions_loss: 0.8761 166/1423 [==>...........................] - ETA: 11:50 - loss: 213.7209 - 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[==>...........................] - ETA: 11:46 - loss: 213.5968 - logits_profile_predictions_loss: 211.2344 - logcount_predictions_loss: 0.8750 174/1423 [==>...........................] - ETA: 11:45 - loss: 213.5790 - logits_profile_predictions_loss: 211.2170 - logcount_predictions_loss: 0.8748 175/1423 [==>...........................] - ETA: 11:45 - loss: 213.5612 - logits_profile_predictions_loss: 211.1994 - logcount_predictions_loss: 0.8747 176/1423 [==>...........................] - ETA: 11:44 - loss: 213.5457 - logits_profile_predictions_loss: 211.1842 - logcount_predictions_loss: 0.8746 177/1423 [==>...........................] - ETA: 11:44 - loss: 213.5311 - logits_profile_predictions_loss: 211.1699 - logcount_predictions_loss: 0.8745 178/1423 [==>...........................] - ETA: 11:43 - loss: 213.5167 - logits_profile_predictions_loss: 211.1557 - logcount_predictions_loss: 0.8744 179/1423 [==>...........................] - ETA: 11:42 - loss: 213.5016 - 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[==>...........................] - ETA: 11:38 - loss: 213.3998 - logits_profile_predictions_loss: 211.0408 - logcount_predictions_loss: 0.8737 187/1423 [==>...........................] - ETA: 11:38 - loss: 213.3873 - logits_profile_predictions_loss: 211.0285 - logcount_predictions_loss: 0.8737 188/1423 [==>...........................] - ETA: 11:37 - loss: 213.3760 - logits_profile_predictions_loss: 211.0173 - logcount_predictions_loss: 0.8736 189/1423 [==>...........................] - ETA: 11:37 - loss: 213.3649 - logits_profile_predictions_loss: 211.0064 - logcount_predictions_loss: 0.8735 190/1423 [===>..........................] - ETA: 11:36 - loss: 213.3538 - logits_profile_predictions_loss: 210.9954 - logcount_predictions_loss: 0.8735 191/1423 [===>..........................] - ETA: 11:36 - loss: 213.3422 - logits_profile_predictions_loss: 210.9840 - logcount_predictions_loss: 0.8734 192/1423 [===>..........................] - ETA: 11:35 - loss: 213.3315 - 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[===>..........................] - ETA: 11:31 - loss: 213.2454 - logits_profile_predictions_loss: 210.8885 - logcount_predictions_loss: 0.8729 200/1423 [===>..........................] - ETA: 11:31 - loss: 213.2318 - logits_profile_predictions_loss: 210.8751 - logcount_predictions_loss: 0.8729 201/1423 [===>..........................] - ETA: 11:30 - loss: 213.2188 - logits_profile_predictions_loss: 210.8622 - logcount_predictions_loss: 0.8728 202/1423 [===>..........................] - ETA: 11:29 - loss: 213.2069 - logits_profile_predictions_loss: 210.8505 - logcount_predictions_loss: 0.8728 203/1423 [===>..........................] - ETA: 11:29 - loss: 213.1962 - logits_profile_predictions_loss: 210.8399 - logcount_predictions_loss: 0.8727 204/1423 [===>..........................] - ETA: 11:28 - loss: 213.1853 - logits_profile_predictions_loss: 210.8291 - logcount_predictions_loss: 0.8727 205/1423 [===>..........................] - ETA: 11:28 - loss: 213.1746 - logits_profile_predictions_loss: 210.8185 - logcount_predictions_loss: 0.8726 206/1423 [===>..........................] - ETA: 11:27 - loss: 213.1639 - logits_profile_predictions_loss: 210.8079 - logcount_predictions_loss: 0.8726 207/1423 [===>..........................] - ETA: 11:27 - loss: 213.1536 - logits_profile_predictions_loss: 210.7977 - logcount_predictions_loss: 0.8726 208/1423 [===>..........................] - ETA: 11:26 - loss: 213.1430 - logits_profile_predictions_loss: 210.7871 - logcount_predictions_loss: 0.8725 209/1423 [===>..........................] - ETA: 11:26 - loss: 213.1316 - logits_profile_predictions_loss: 210.7759 - logcount_predictions_loss: 0.8725 210/1423 [===>..........................] - ETA: 11:25 - loss: 213.1215 - logits_profile_predictions_loss: 210.7659 - logcount_predictions_loss: 0.8725 211/1423 [===>..........................] - ETA: 11:24 - loss: 213.1109 - logits_profile_predictions_loss: 210.7554 - logcount_predictions_loss: 0.8724 212/1423 [===>..........................] - ETA: 11:24 - loss: 213.1001 - logits_profile_predictions_loss: 210.7447 - logcount_predictions_loss: 0.8724 213/1423 [===>..........................] - ETA: 11:23 - loss: 213.0893 - logits_profile_predictions_loss: 210.7341 - logcount_predictions_loss: 0.8723 214/1423 [===>..........................] - ETA: 11:23 - loss: 213.0793 - logits_profile_predictions_loss: 210.7241 - logcount_predictions_loss: 0.8723 215/1423 [===>..........................] - ETA: 11:22 - loss: 213.0695 - logits_profile_predictions_loss: 210.7145 - logcount_predictions_loss: 0.8723 216/1423 [===>..........................] - ETA: 11:22 - loss: 213.0598 - logits_profile_predictions_loss: 210.7048 - logcount_predictions_loss: 0.8722 217/1423 [===>..........................] - ETA: 11:21 - loss: 213.0508 - logits_profile_predictions_loss: 210.6959 - logcount_predictions_loss: 0.8722 218/1423 [===>..........................] - ETA: 11:20 - loss: 213.0418 - logits_profile_predictions_loss: 210.6871 - logcount_predictions_loss: 0.8721 219/1423 [===>..........................] - ETA: 11:20 - loss: 213.0325 - logits_profile_predictions_loss: 210.6779 - logcount_predictions_loss: 0.8721 220/1423 [===>..........................] - ETA: 11:19 - loss: 213.0229 - logits_profile_predictions_loss: 210.6684 - logcount_predictions_loss: 0.8721 221/1423 [===>..........................] - ETA: 11:19 - loss: 213.0134 - logits_profile_predictions_loss: 210.6590 - logcount_predictions_loss: 0.8720 222/1423 [===>..........................] - ETA: 11:18 - loss: 213.0035 - logits_profile_predictions_loss: 210.6492 - logcount_predictions_loss: 0.8720 223/1423 [===>..........................] - ETA: 11:18 - loss: 212.9944 - logits_profile_predictions_loss: 210.6402 - logcount_predictions_loss: 0.8719 224/1423 [===>..........................] - ETA: 11:17 - loss: 212.9856 - logits_profile_predictions_loss: 210.6316 - logcount_predictions_loss: 0.8719 225/1423 [===>..........................] - ETA: 11:16 - loss: 212.9783 - logits_profile_predictions_loss: 210.6244 - logcount_predictions_loss: 0.8718 226/1423 [===>..........................] - ETA: 11:16 - loss: 212.9701 - logits_profile_predictions_loss: 210.6162 - logcount_predictions_loss: 0.8718 227/1423 [===>..........................] - ETA: 11:15 - loss: 212.9612 - logits_profile_predictions_loss: 210.6075 - logcount_predictions_loss: 0.8718 228/1423 [===>..........................] - ETA: 11:15 - loss: 212.9519 - logits_profile_predictions_loss: 210.5983 - logcount_predictions_loss: 0.8717 229/1423 [===>..........................] - ETA: 11:14 - loss: 212.9422 - logits_profile_predictions_loss: 210.5886 - logcount_predictions_loss: 0.8717 230/1423 [===>..........................] - ETA: 11:14 - loss: 212.9328 - logits_profile_predictions_loss: 210.5793 - logcount_predictions_loss: 0.8717 231/1423 [===>..........................] - ETA: 11:13 - loss: 212.9244 - logits_profile_predictions_loss: 210.5710 - logcount_predictions_loss: 0.8716 232/1423 [===>..........................] - ETA: 11:13 - loss: 212.9161 - logits_profile_predictions_loss: 210.5628 - logcount_predictions_loss: 0.8716 233/1423 [===>..........................] - ETA: 11:12 - loss: 212.9084 - logits_profile_predictions_loss: 210.5551 - logcount_predictions_loss: 0.8716 234/1423 [===>..........................] - ETA: 11:11 - loss: 212.9001 - logits_profile_predictions_loss: 210.5470 - logcount_predictions_loss: 0.8715 235/1423 [===>..........................] - ETA: 11:11 - loss: 212.8915 - logits_profile_predictions_loss: 210.5384 - logcount_predictions_loss: 0.8715 236/1423 [===>..........................] - ETA: 11:10 - loss: 212.8827 - logits_profile_predictions_loss: 210.5298 - logcount_predictions_loss: 0.8715 237/1423 [===>..........................] - ETA: 11:10 - loss: 212.8733 - logits_profile_predictions_loss: 210.5205 - logcount_predictions_loss: 0.8714 238/1423 [====>.........................] - ETA: 11:09 - loss: 212.8639 - logits_profile_predictions_loss: 210.5112 - logcount_predictions_loss: 0.8714 239/1423 [====>.........................] - ETA: 11:09 - loss: 212.8539 - logits_profile_predictions_loss: 210.5013 - logcount_predictions_loss: 0.8713 240/1423 [====>.........................] - ETA: 11:08 - loss: 212.8451 - logits_profile_predictions_loss: 210.4926 - logcount_predictions_loss: 0.8713 241/1423 [====>.........................] - ETA: 11:07 - loss: 212.8358 - logits_profile_predictions_loss: 210.4834 - logcount_predictions_loss: 0.8713 242/1423 [====>.........................] - ETA: 11:07 - loss: 212.8273 - logits_profile_predictions_loss: 210.4751 - logcount_predictions_loss: 0.8712 243/1423 [====>.........................] - ETA: 11:06 - loss: 212.8198 - logits_profile_predictions_loss: 210.4677 - logcount_predictions_loss: 0.8712 244/1423 [====>.........................] - ETA: 11:06 - loss: 212.8126 - logits_profile_predictions_loss: 210.4605 - logcount_predictions_loss: 0.8712 245/1423 [====>.........................] - ETA: 11:05 - loss: 212.8062 - logits_profile_predictions_loss: 210.4542 - logcount_predictions_loss: 0.8711 246/1423 [====>.........................] - ETA: 11:05 - loss: 212.8003 - logits_profile_predictions_loss: 210.4483 - logcount_predictions_loss: 0.8711 247/1423 [====>.........................] - ETA: 11:04 - loss: 212.7946 - logits_profile_predictions_loss: 210.4427 - logcount_predictions_loss: 0.8711 248/1423 [====>.........................] - ETA: 11:04 - loss: 212.7888 - logits_profile_predictions_loss: 210.4370 - logcount_predictions_loss: 0.8711 249/1423 [====>.........................] - ETA: 11:03 - loss: 212.7827 - logits_profile_predictions_loss: 210.4310 - logcount_predictions_loss: 0.8710 250/1423 [====>.........................] - ETA: 11:02 - loss: 212.7767 - logits_profile_predictions_loss: 210.4251 - logcount_predictions_loss: 0.8710 251/1423 [====>.........................] - ETA: 11:02 - loss: 212.7712 - logits_profile_predictions_loss: 210.4197 - logcount_predictions_loss: 0.8709 252/1423 [====>.........................] - ETA: 11:01 - loss: 212.7654 - logits_profile_predictions_loss: 210.4140 - logcount_predictions_loss: 0.8709 253/1423 [====>.........................] - ETA: 11:01 - loss: 212.7602 - logits_profile_predictions_loss: 210.4088 - logcount_predictions_loss: 0.8709 254/1423 [====>.........................] - ETA: 11:00 - loss: 212.7547 - logits_profile_predictions_loss: 210.4035 - logcount_predictions_loss: 0.8709 255/1423 [====>.........................] - ETA: 11:00 - loss: 212.7486 - logits_profile_predictions_loss: 210.3974 - logcount_predictions_loss: 0.8708 256/1423 [====>.........................] - ETA: 10:59 - loss: 212.7420 - logits_profile_predictions_loss: 210.3909 - logcount_predictions_loss: 0.8708 257/1423 [====>.........................] - ETA: 10:58 - loss: 212.7358 - 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[====>.........................] - ETA: 10:54 - loss: 212.6894 - logits_profile_predictions_loss: 210.3391 - logcount_predictions_loss: 0.8705 265/1423 [====>.........................] - ETA: 10:54 - loss: 212.6837 - logits_profile_predictions_loss: 210.3334 - logcount_predictions_loss: 0.8705 266/1423 [====>.........................] - ETA: 10:53 - loss: 212.6779 - logits_profile_predictions_loss: 210.3277 - logcount_predictions_loss: 0.8705 267/1423 [====>.........................] - ETA: 10:53 - loss: 212.6722 - logits_profile_predictions_loss: 210.3221 - logcount_predictions_loss: 0.8704 268/1423 [====>.........................] - ETA: 10:52 - loss: 212.6671 - logits_profile_predictions_loss: 210.3171 - logcount_predictions_loss: 0.8704 269/1423 [====>.........................] - ETA: 10:52 - loss: 212.6623 - logits_profile_predictions_loss: 210.3124 - logcount_predictions_loss: 0.8704 270/1423 [====>.........................] - ETA: 10:51 - loss: 212.6569 - 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[====>.........................] - ETA: 10:47 - loss: 212.6209 - logits_profile_predictions_loss: 210.2718 - logcount_predictions_loss: 0.8701 278/1423 [====>.........................] - ETA: 10:47 - loss: 212.6165 - logits_profile_predictions_loss: 210.2675 - logcount_predictions_loss: 0.8700 279/1423 [====>.........................] - ETA: 10:46 - loss: 212.6117 - logits_profile_predictions_loss: 210.2628 - logcount_predictions_loss: 0.8700 280/1423 [====>.........................] - ETA: 10:45 - loss: 212.6064 - logits_profile_predictions_loss: 210.2576 - logcount_predictions_loss: 0.8700 281/1423 [====>.........................] - ETA: 10:45 - loss: 212.6013 - logits_profile_predictions_loss: 210.2526 - logcount_predictions_loss: 0.8699 282/1423 [====>.........................] - ETA: 10:44 - loss: 212.5954 - logits_profile_predictions_loss: 210.2469 - logcount_predictions_loss: 0.8699 283/1423 [====>.........................] - ETA: 10:44 - loss: 212.5893 - 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[=====>........................] - ETA: 10:40 - loss: 212.5512 - logits_profile_predictions_loss: 210.2036 - logcount_predictions_loss: 0.8695 291/1423 [=====>........................] - ETA: 10:39 - loss: 212.5466 - logits_profile_predictions_loss: 210.1990 - logcount_predictions_loss: 0.8695 292/1423 [=====>........................] - ETA: 10:39 - loss: 212.5415 - logits_profile_predictions_loss: 210.1941 - logcount_predictions_loss: 0.8694 293/1423 [=====>........................] - ETA: 10:38 - loss: 212.5361 - logits_profile_predictions_loss: 210.1889 - logcount_predictions_loss: 0.8694 294/1423 [=====>........................] - ETA: 10:37 - loss: 212.5305 - logits_profile_predictions_loss: 210.1834 - logcount_predictions_loss: 0.8693 295/1423 [=====>........................] - ETA: 10:37 - loss: 212.5248 - logits_profile_predictions_loss: 210.1777 - logcount_predictions_loss: 0.8693 296/1423 [=====>........................] - ETA: 10:36 - loss: 212.5188 - logits_profile_predictions_loss: 210.1719 - logcount_predictions_loss: 0.8693 297/1423 [=====>........................] - ETA: 10:36 - loss: 212.5129 - logits_profile_predictions_loss: 210.1661 - logcount_predictions_loss: 0.8692 298/1423 [=====>........................] - ETA: 10:35 - loss: 212.5069 - logits_profile_predictions_loss: 210.1602 - logcount_predictions_loss: 0.8692 299/1423 [=====>........................] - ETA: 10:35 - loss: 212.5007 - logits_profile_predictions_loss: 210.1541 - logcount_predictions_loss: 0.8691 300/1423 [=====>........................] - ETA: 10:34 - loss: 212.4952 - logits_profile_predictions_loss: 210.1488 - logcount_predictions_loss: 0.8691 301/1423 [=====>........................] - ETA: 10:34 - loss: 212.4896 - logits_profile_predictions_loss: 210.1433 - logcount_predictions_loss: 0.8690 302/1423 [=====>........................] - ETA: 10:33 - loss: 212.4840 - logits_profile_predictions_loss: 210.1377 - logcount_predictions_loss: 0.8690 303/1423 [=====>........................] - ETA: 10:32 - loss: 212.4784 - logits_profile_predictions_loss: 210.1323 - logcount_predictions_loss: 0.8690 304/1423 [=====>........................] - ETA: 10:32 - loss: 212.4722 - logits_profile_predictions_loss: 210.1262 - logcount_predictions_loss: 0.8689 305/1423 [=====>........................] - ETA: 10:31 - loss: 212.4663 - logits_profile_predictions_loss: 210.1204 - logcount_predictions_loss: 0.8689 306/1423 [=====>........................] - ETA: 10:31 - loss: 212.4601 - logits_profile_predictions_loss: 210.1143 - logcount_predictions_loss: 0.8688 307/1423 [=====>........................] - ETA: 10:30 - loss: 212.4543 - logits_profile_predictions_loss: 210.1085 - logcount_predictions_loss: 0.8688 308/1423 [=====>........................] - ETA: 10:30 - loss: 212.4484 - logits_profile_predictions_loss: 210.1027 - logcount_predictions_loss: 0.8688 309/1423 [=====>........................] - ETA: 10:29 - loss: 212.4424 - logits_profile_predictions_loss: 210.0968 - logcount_predictions_loss: 0.8688 310/1423 [=====>........................] - ETA: 10:28 - loss: 212.4360 - logits_profile_predictions_loss: 210.0905 - logcount_predictions_loss: 0.8687 311/1423 [=====>........................] - ETA: 10:28 - loss: 212.4292 - logits_profile_predictions_loss: 210.0838 - logcount_predictions_loss: 0.8687 312/1423 [=====>........................] - ETA: 10:27 - loss: 212.4222 - logits_profile_predictions_loss: 210.0769 - logcount_predictions_loss: 0.8687 313/1423 [=====>........................] - ETA: 10:27 - loss: 212.4152 - logits_profile_predictions_loss: 210.0699 - logcount_predictions_loss: 0.8686 314/1423 [=====>........................] - ETA: 10:26 - loss: 212.4081 - logits_profile_predictions_loss: 210.0630 - logcount_predictions_loss: 0.8686 315/1423 [=====>........................] - ETA: 10:26 - loss: 212.4012 - logits_profile_predictions_loss: 210.0562 - logcount_predictions_loss: 0.8686 316/1423 [=====>........................] - ETA: 10:25 - loss: 212.3943 - logits_profile_predictions_loss: 210.0494 - logcount_predictions_loss: 0.8685 317/1423 [=====>........................] - ETA: 10:25 - loss: 212.3878 - logits_profile_predictions_loss: 210.0430 - logcount_predictions_loss: 0.8685 318/1423 [=====>........................] - ETA: 10:24 - loss: 212.3816 - logits_profile_predictions_loss: 210.0368 - logcount_predictions_loss: 0.8684 319/1423 [=====>........................] - ETA: 10:23 - loss: 212.3752 - logits_profile_predictions_loss: 210.0306 - logcount_predictions_loss: 0.8684 320/1423 [=====>........................] - ETA: 10:23 - loss: 212.3690 - logits_profile_predictions_loss: 210.0244 - logcount_predictions_loss: 0.8684 321/1423 [=====>........................] - ETA: 10:22 - loss: 212.3630 - logits_profile_predictions_loss: 210.0185 - logcount_predictions_loss: 0.8684 322/1423 [=====>........................] - ETA: 10:22 - loss: 212.3569 - logits_profile_predictions_loss: 210.0125 - logcount_predictions_loss: 0.8683 323/1423 [=====>........................] - ETA: 10:21 - loss: 212.3513 - logits_profile_predictions_loss: 210.0068 - logcount_predictions_loss: 0.8683 324/1423 [=====>........................] - ETA: 10:21 - loss: 212.3453 - logits_profile_predictions_loss: 210.0009 - logcount_predictions_loss: 0.8683 325/1423 [=====>........................] - ETA: 10:20 - loss: 212.3396 - logits_profile_predictions_loss: 209.9953 - logcount_predictions_loss: 0.8683 326/1423 [=====>........................] - ETA: 10:19 - loss: 212.3337 - logits_profile_predictions_loss: 209.9895 - logcount_predictions_loss: 0.8683 327/1423 [=====>........................] - ETA: 10:19 - loss: 212.3281 - logits_profile_predictions_loss: 209.9839 - logcount_predictions_loss: 0.8682 328/1423 [=====>........................] - ETA: 10:18 - loss: 212.3227 - logits_profile_predictions_loss: 209.9786 - logcount_predictions_loss: 0.8682 329/1423 [=====>........................] - ETA: 10:18 - loss: 212.3174 - logits_profile_predictions_loss: 209.9734 - logcount_predictions_loss: 0.8682 330/1423 [=====>........................] - ETA: 10:17 - loss: 212.3125 - logits_profile_predictions_loss: 209.9685 - logcount_predictions_loss: 0.8682 331/1423 [=====>........................] - ETA: 10:17 - loss: 212.3076 - logits_profile_predictions_loss: 209.9637 - logcount_predictions_loss: 0.8681 332/1423 [=====>........................] - ETA: 10:16 - loss: 212.3028 - logits_profile_predictions_loss: 209.9589 - logcount_predictions_loss: 0.8681 333/1423 [======>.......................] - ETA: 10:15 - loss: 212.2980 - logits_profile_predictions_loss: 209.9542 - logcount_predictions_loss: 0.8681 334/1423 [======>.......................] - ETA: 10:15 - loss: 212.2931 - logits_profile_predictions_loss: 209.9494 - logcount_predictions_loss: 0.8681 335/1423 [======>.......................] - ETA: 10:14 - loss: 212.2883 - 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[..............................] - ETA: 13:08 - loss: 207.0594 - logits_profile_predictions_loss: 204.9808 - logcount_predictions_loss: 0.7698 30/1423 [..............................] - ETA: 13:07 - loss: 206.8550 - logits_profile_predictions_loss: 204.7765 - logcount_predictions_loss: 0.7698 31/1423 [..............................] - ETA: 13:07 - loss: 206.6367 - logits_profile_predictions_loss: 204.5571 - logcount_predictions_loss: 0.7702 32/1423 [..............................] - ETA: 13:06 - loss: 206.4012 - logits_profile_predictions_loss: 204.3203 - logcount_predictions_loss: 0.7707 33/1423 [..............................] - ETA: 13:06 - loss: 206.1476 - logits_profile_predictions_loss: 204.0656 - logcount_predictions_loss: 0.7711 34/1423 [..............................] - ETA: 13:05 - loss: 205.9236 - logits_profile_predictions_loss: 203.8409 - logcount_predictions_loss: 0.7714 35/1423 [..............................] - ETA: 13:05 - loss: 205.7343 - 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[=====>........................] - ETA: 10:41 - loss: 205.3353 - logits_profile_predictions_loss: 203.2235 - logcount_predictions_loss: 0.7822 290/1423 [=====>........................] - ETA: 10:40 - loss: 205.3454 - logits_profile_predictions_loss: 203.2336 - logcount_predictions_loss: 0.7822 291/1423 [=====>........................] - ETA: 10:40 - loss: 205.3552 - logits_profile_predictions_loss: 203.2434 - logcount_predictions_loss: 0.7822 292/1423 [=====>........................] - ETA: 10:39 - loss: 205.3650 - logits_profile_predictions_loss: 203.2532 - logcount_predictions_loss: 0.7821 293/1423 [=====>........................] - ETA: 10:39 - loss: 205.3749 - logits_profile_predictions_loss: 203.2631 - logcount_predictions_loss: 0.7821 294/1423 [=====>........................] - ETA: 10:38 - loss: 205.3843 - logits_profile_predictions_loss: 203.2725 - logcount_predictions_loss: 0.7821 295/1423 [=====>........................] - ETA: 10:38 - loss: 205.3936 - 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[=====>........................] - ETA: 10:34 - loss: 205.4600 - logits_profile_predictions_loss: 203.3482 - logcount_predictions_loss: 0.7822 303/1423 [=====>........................] - ETA: 10:33 - loss: 205.4703 - logits_profile_predictions_loss: 203.3585 - logcount_predictions_loss: 0.7822 304/1423 [=====>........................] - ETA: 10:33 - loss: 205.4799 - logits_profile_predictions_loss: 203.3680 - logcount_predictions_loss: 0.7822 305/1423 [=====>........................] - ETA: 10:32 - loss: 205.4895 - logits_profile_predictions_loss: 203.3776 - logcount_predictions_loss: 0.7822 306/1423 [=====>........................] - ETA: 10:31 - loss: 205.4987 - logits_profile_predictions_loss: 203.3868 - logcount_predictions_loss: 0.7822 307/1423 [=====>........................] - ETA: 10:31 - loss: 205.5075 - logits_profile_predictions_loss: 203.3956 - logcount_predictions_loss: 0.7822 308/1423 [=====>........................] - ETA: 10:30 - loss: 205.5167 - 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/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR060TTR//chrombppnet_model_encsr283tme_bias/chrombpnet.h5 +Epoch 5/50 + 1/1423 [..............................] - ETA: 13:45 - loss: 196.3773 - logits_profile_predictions_loss: 194.3719 - logcount_predictions_loss: 0.7427 2/1423 [..............................] - ETA: 13:22 - loss: 212.0967 - logits_profile_predictions_loss: 210.1355 - logcount_predictions_loss: 0.7264 3/1423 [..............................] - ETA: 13:21 - loss: 209.9219 - logits_profile_predictions_loss: 207.9780 - logcount_predictions_loss: 0.7200 4/1423 [..............................] - ETA: 13:21 - loss: 207.6096 - logits_profile_predictions_loss: 205.6582 - logcount_predictions_loss: 0.7227 5/1423 [..............................] - ETA: 13:20 - loss: 207.3847 - logits_profile_predictions_loss: 205.4139 - logcount_predictions_loss: 0.7299 6/1423 [..............................] - ETA: 13:19 - loss: 207.9951 - logits_profile_predictions_loss: 206.0130 - 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585ms/step - loss: 205.9332 - logits_profile_predictions_loss: 203.9394 - logcount_predictions_loss: 0.7385 - val_loss: 202.4471 - val_logits_profile_predictions_loss: 200.6249 - val_logcount_predictions_loss: 0.6749 + +Epoch 00005: val_loss improved from 203.99376 to 202.44711, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR060TTR//chrombppnet_model_encsr283tme_bias/chrombpnet.h5 +Epoch 6/50 + 1/1423 [..............................] - ETA: 13:41 - loss: 174.6508 - logits_profile_predictions_loss: 172.6998 - logcount_predictions_loss: 0.7226 2/1423 [..............................] - ETA: 13:21 - loss: 187.5116 - logits_profile_predictions_loss: 185.5376 - logcount_predictions_loss: 0.7311 3/1423 [..............................] - ETA: 13:21 - loss: 188.1034 - logits_profile_predictions_loss: 186.1142 - logcount_predictions_loss: 0.7368 4/1423 [..............................] - ETA: 13:21 - loss: 189.5545 - logits_profile_predictions_loss: 187.5632 - logcount_predictions_loss: 0.7375 5/1423 [..............................] - ETA: 13:20 - loss: 190.5192 - logits_profile_predictions_loss: 188.5196 - logcount_predictions_loss: 0.7406 6/1423 [..............................] - ETA: 13:19 - loss: 191.9333 - logits_profile_predictions_loss: 189.9279 - logcount_predictions_loss: 0.7428 7/1423 [..............................] - ETA: 13:19 - loss: 192.7482 - logits_profile_predictions_loss: 190.7455 - logcount_predictions_loss: 0.7417 8/1423 [..............................] - ETA: 13:18 - loss: 194.3375 - logits_profile_predictions_loss: 192.3426 - logcount_predictions_loss: 0.7389 9/1423 [..............................] - ETA: 13:17 - loss: 195.1407 - logits_profile_predictions_loss: 193.1410 - logcount_predictions_loss: 0.7406 10/1423 [..............................] - ETA: 13:19 - loss: 195.9524 - logits_profile_predictions_loss: 193.9557 - logcount_predictions_loss: 0.7395 11/1423 [..............................] - ETA: 13:19 - loss: 196.5876 - logits_profile_predictions_loss: 194.5919 - logcount_predictions_loss: 0.7392 12/1423 [..............................] - ETA: 13:18 - loss: 196.9330 - logits_profile_predictions_loss: 194.9393 - logcount_predictions_loss: 0.7384 13/1423 [..............................] - ETA: 13:17 - loss: 197.2322 - logits_profile_predictions_loss: 195.2411 - logcount_predictions_loss: 0.7375 14/1423 [..............................] - ETA: 13:16 - loss: 197.2791 - logits_profile_predictions_loss: 195.2927 - logcount_predictions_loss: 0.7357 15/1423 [..............................] - ETA: 13:16 - loss: 197.4032 - logits_profile_predictions_loss: 195.4220 - logcount_predictions_loss: 0.7338 16/1423 [..............................] - ETA: 13:15 - loss: 197.7165 - logits_profile_predictions_loss: 195.7355 - logcount_predictions_loss: 0.7337 17/1423 [..............................] - ETA: 13:14 - loss: 197.8883 - logits_profile_predictions_loss: 195.9085 - logcount_predictions_loss: 0.7333 18/1423 [..............................] - ETA: 13:14 - loss: 198.0488 - logits_profile_predictions_loss: 196.0700 - logcount_predictions_loss: 0.7329 19/1423 [..............................] - ETA: 13:13 - loss: 198.4697 - logits_profile_predictions_loss: 196.4884 - logcount_predictions_loss: 0.7338 20/1423 [..............................] - ETA: 13:13 - loss: 198.8129 - logits_profile_predictions_loss: 196.8313 - logcount_predictions_loss: 0.7339 21/1423 [..............................] - ETA: 13:12 - loss: 199.1699 - logits_profile_predictions_loss: 197.1869 - logcount_predictions_loss: 0.7344 22/1423 [..............................] - ETA: 13:11 - loss: 199.4846 - logits_profile_predictions_loss: 197.5018 - logcount_predictions_loss: 0.7343 23/1423 [..............................] - ETA: 13:11 - loss: 199.7738 - logits_profile_predictions_loss: 197.7908 - logcount_predictions_loss: 0.7345 24/1423 [..............................] - ETA: 13:10 - loss: 199.9913 - logits_profile_predictions_loss: 198.0069 - logcount_predictions_loss: 0.7349 25/1423 [..............................] - ETA: 13:09 - loss: 200.2153 - logits_profile_predictions_loss: 198.2296 - logcount_predictions_loss: 0.7354 26/1423 [..............................] - ETA: 13:09 - loss: 200.4442 - logits_profile_predictions_loss: 198.4582 - logcount_predictions_loss: 0.7356 27/1423 [..............................] - ETA: 13:08 - loss: 200.6781 - logits_profile_predictions_loss: 198.6928 - logcount_predictions_loss: 0.7353 28/1423 [..............................] - ETA: 13:08 - loss: 200.9138 - logits_profile_predictions_loss: 198.9293 - logcount_predictions_loss: 0.7350 29/1423 [..............................] - ETA: 13:07 - loss: 201.1225 - logits_profile_predictions_loss: 199.1388 - logcount_predictions_loss: 0.7347 30/1423 [..............................] - ETA: 13:06 - loss: 201.2441 - logits_profile_predictions_loss: 199.2617 - logcount_predictions_loss: 0.7342 31/1423 [..............................] - ETA: 13:06 - loss: 201.3109 - logits_profile_predictions_loss: 199.3291 - logcount_predictions_loss: 0.7340 32/1423 [..............................] - ETA: 13:05 - loss: 201.3500 - logits_profile_predictions_loss: 199.3690 - logcount_predictions_loss: 0.7337 33/1423 [..............................] - ETA: 13:05 - loss: 201.3486 - logits_profile_predictions_loss: 199.3680 - logcount_predictions_loss: 0.7336 34/1423 [..............................] - ETA: 13:04 - loss: 201.3152 - logits_profile_predictions_loss: 199.3348 - logcount_predictions_loss: 0.7335 35/1423 [..............................] - ETA: 13:04 - loss: 201.2741 - logits_profile_predictions_loss: 199.2934 - logcount_predictions_loss: 0.7336 36/1423 [..............................] - ETA: 13:03 - loss: 201.2435 - logits_profile_predictions_loss: 199.2626 - logcount_predictions_loss: 0.7337 37/1423 [..............................] - ETA: 13:02 - loss: 201.2161 - logits_profile_predictions_loss: 199.2353 - logcount_predictions_loss: 0.7336 38/1423 [..............................] - ETA: 13:02 - loss: 201.1748 - logits_profile_predictions_loss: 199.1938 - logcount_predictions_loss: 0.7337 39/1423 [..............................] - ETA: 13:01 - loss: 201.1442 - logits_profile_predictions_loss: 199.1630 - logcount_predictions_loss: 0.7337 40/1423 [..............................] - ETA: 13:01 - loss: 201.1124 - logits_profile_predictions_loss: 199.1310 - logcount_predictions_loss: 0.7339 41/1423 [..............................] - ETA: 13:00 - loss: 201.0734 - logits_profile_predictions_loss: 199.0915 - logcount_predictions_loss: 0.7340 42/1423 [..............................] - ETA: 12:59 - loss: 201.0519 - logits_profile_predictions_loss: 199.0697 - logcount_predictions_loss: 0.7341 43/1423 [..............................] - ETA: 12:59 - loss: 201.0358 - logits_profile_predictions_loss: 199.0534 - logcount_predictions_loss: 0.7342 44/1423 [..............................] - ETA: 12:58 - loss: 201.0399 - logits_profile_predictions_loss: 199.0570 - logcount_predictions_loss: 0.7344 45/1423 [..............................] - ETA: 12:58 - loss: 201.0436 - logits_profile_predictions_loss: 199.0603 - logcount_predictions_loss: 0.7346 46/1423 [..............................] - ETA: 12:57 - loss: 201.0516 - logits_profile_predictions_loss: 199.0677 - logcount_predictions_loss: 0.7347 47/1423 [..............................] - ETA: 12:57 - loss: 201.0478 - logits_profile_predictions_loss: 199.0639 - logcount_predictions_loss: 0.7348 48/1423 [>.............................] - ETA: 12:56 - loss: 201.0542 - logits_profile_predictions_loss: 199.0700 - logcount_predictions_loss: 0.7349 49/1423 [>.............................] - ETA: 12:55 - loss: 201.0769 - logits_profile_predictions_loss: 199.0926 - logcount_predictions_loss: 0.7349 50/1423 [>.............................] - ETA: 12:55 - loss: 201.0897 - logits_profile_predictions_loss: 199.1053 - logcount_predictions_loss: 0.7349 51/1423 [>.............................] - ETA: 12:54 - loss: 201.1226 - logits_profile_predictions_loss: 199.1384 - logcount_predictions_loss: 0.7349 52/1423 [>.............................] - ETA: 12:54 - loss: 201.1635 - logits_profile_predictions_loss: 199.1797 - logcount_predictions_loss: 0.7348 53/1423 [>.............................] - ETA: 12:53 - loss: 201.2125 - logits_profile_predictions_loss: 199.2291 - logcount_predictions_loss: 0.7346 54/1423 [>.............................] - ETA: 12:53 - loss: 201.2521 - logits_profile_predictions_loss: 199.2689 - logcount_predictions_loss: 0.7345 55/1423 [>.............................] - ETA: 12:52 - loss: 201.2988 - logits_profile_predictions_loss: 199.3158 - logcount_predictions_loss: 0.7344 56/1423 [>.............................] - ETA: 12:51 - loss: 201.3407 - logits_profile_predictions_loss: 199.3582 - logcount_predictions_loss: 0.7343 57/1423 [>.............................] - ETA: 12:51 - loss: 201.3976 - logits_profile_predictions_loss: 199.4154 - logcount_predictions_loss: 0.7342 58/1423 [>.............................] - ETA: 12:50 - loss: 201.4495 - logits_profile_predictions_loss: 199.4674 - logcount_predictions_loss: 0.7341 59/1423 [>.............................] - ETA: 12:50 - loss: 201.5031 - logits_profile_predictions_loss: 199.5210 - logcount_predictions_loss: 0.7341 60/1423 [>.............................] - ETA: 12:49 - loss: 201.5606 - logits_profile_predictions_loss: 199.5786 - logcount_predictions_loss: 0.7341 61/1423 [>.............................] - ETA: 12:49 - loss: 201.6294 - logits_profile_predictions_loss: 199.6475 - logcount_predictions_loss: 0.7340 62/1423 [>.............................] - ETA: 12:48 - loss: 201.7040 - logits_profile_predictions_loss: 199.7221 - logcount_predictions_loss: 0.7340 63/1423 [>.............................] - ETA: 12:47 - loss: 201.7794 - 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[>.............................] - ETA: 12:43 - loss: 202.4227 - logits_profile_predictions_loss: 200.4408 - logcount_predictions_loss: 0.7340 71/1423 [>.............................] - ETA: 12:43 - loss: 202.5140 - logits_profile_predictions_loss: 200.5320 - logcount_predictions_loss: 0.7341 72/1423 [>.............................] - ETA: 12:42 - loss: 202.6087 - logits_profile_predictions_loss: 200.6265 - logcount_predictions_loss: 0.7342 73/1423 [>.............................] - ETA: 12:42 - loss: 202.7011 - logits_profile_predictions_loss: 200.7184 - logcount_predictions_loss: 0.7343 74/1423 [>.............................] - ETA: 12:41 - loss: 202.7940 - logits_profile_predictions_loss: 200.8109 - logcount_predictions_loss: 0.7345 75/1423 [>.............................] - ETA: 12:41 - loss: 202.8810 - logits_profile_predictions_loss: 200.8975 - logcount_predictions_loss: 0.7346 76/1423 [>.............................] - ETA: 12:40 - loss: 202.9679 - logits_profile_predictions_loss: 200.9840 - logcount_predictions_loss: 0.7348 77/1423 [>.............................] - ETA: 12:39 - loss: 203.0447 - logits_profile_predictions_loss: 201.0603 - logcount_predictions_loss: 0.7350 78/1423 [>.............................] - ETA: 12:39 - loss: 203.1185 - logits_profile_predictions_loss: 201.1337 - logcount_predictions_loss: 0.7351 79/1423 [>.............................] - ETA: 12:38 - loss: 203.1921 - logits_profile_predictions_loss: 201.2068 - logcount_predictions_loss: 0.7353 80/1423 [>.............................] - ETA: 12:38 - loss: 203.2631 - logits_profile_predictions_loss: 201.2776 - logcount_predictions_loss: 0.7354 81/1423 [>.............................] - ETA: 12:37 - loss: 203.3250 - logits_profile_predictions_loss: 201.3391 - logcount_predictions_loss: 0.7355 82/1423 [>.............................] - ETA: 12:37 - loss: 203.3790 - logits_profile_predictions_loss: 201.3930 - logcount_predictions_loss: 0.7356 83/1423 [>.............................] - ETA: 12:36 - loss: 203.4309 - logits_profile_predictions_loss: 201.4447 - logcount_predictions_loss: 0.7356 84/1423 [>.............................] - ETA: 12:35 - loss: 203.4803 - logits_profile_predictions_loss: 201.4938 - logcount_predictions_loss: 0.7357 85/1423 [>.............................] - ETA: 12:35 - loss: 203.5304 - logits_profile_predictions_loss: 201.5438 - logcount_predictions_loss: 0.7358 86/1423 [>.............................] - ETA: 12:34 - loss: 203.5820 - logits_profile_predictions_loss: 201.5953 - logcount_predictions_loss: 0.7358 87/1423 [>.............................] - ETA: 12:34 - loss: 203.6359 - logits_profile_predictions_loss: 201.6492 - logcount_predictions_loss: 0.7358 88/1423 [>.............................] - ETA: 12:33 - loss: 203.6875 - logits_profile_predictions_loss: 201.7008 - logcount_predictions_loss: 0.7358 89/1423 [>.............................] - ETA: 12:33 - loss: 203.7314 - logits_profile_predictions_loss: 201.7447 - logcount_predictions_loss: 0.7358 90/1423 [>.............................] - ETA: 12:32 - loss: 203.7695 - logits_profile_predictions_loss: 201.7829 - logcount_predictions_loss: 0.7358 91/1423 [>.............................] - ETA: 12:31 - loss: 203.8118 - logits_profile_predictions_loss: 201.8252 - logcount_predictions_loss: 0.7358 92/1423 [>.............................] - ETA: 12:31 - loss: 203.8556 - logits_profile_predictions_loss: 201.8690 - logcount_predictions_loss: 0.7357 93/1423 [>.............................] - ETA: 12:30 - loss: 203.9000 - logits_profile_predictions_loss: 201.9135 - logcount_predictions_loss: 0.7357 94/1423 [>.............................] - ETA: 12:30 - loss: 203.9473 - logits_profile_predictions_loss: 201.9608 - logcount_predictions_loss: 0.7357 95/1423 [=>............................] - ETA: 12:29 - loss: 203.9953 - logits_profile_predictions_loss: 202.0087 - logcount_predictions_loss: 0.7357 96/1423 [=>............................] - ETA: 12:29 - loss: 204.0466 - logits_profile_predictions_loss: 202.0601 - logcount_predictions_loss: 0.7357 97/1423 [=>............................] - ETA: 12:28 - loss: 204.0928 - logits_profile_predictions_loss: 202.1063 - logcount_predictions_loss: 0.7357 98/1423 [=>............................] - ETA: 12:28 - loss: 204.1345 - logits_profile_predictions_loss: 202.1480 - logcount_predictions_loss: 0.7357 99/1423 [=>............................] - ETA: 12:27 - loss: 204.1795 - logits_profile_predictions_loss: 202.1931 - logcount_predictions_loss: 0.7357 100/1423 [=>............................] - ETA: 12:26 - loss: 204.2265 - logits_profile_predictions_loss: 202.2401 - logcount_predictions_loss: 0.7357 101/1423 [=>............................] - ETA: 12:26 - loss: 204.2742 - logits_profile_predictions_loss: 202.2878 - logcount_predictions_loss: 0.7357 102/1423 [=>............................] - ETA: 12:25 - loss: 204.3249 - logits_profile_predictions_loss: 202.3386 - logcount_predictions_loss: 0.7356 103/1423 [=>............................] - ETA: 12:25 - loss: 204.3779 - logits_profile_predictions_loss: 202.3917 - logcount_predictions_loss: 0.7356 104/1423 [=>............................] - ETA: 12:24 - loss: 204.4333 - logits_profile_predictions_loss: 202.4472 - logcount_predictions_loss: 0.7356 105/1423 [=>............................] - ETA: 12:24 - loss: 204.4871 - logits_profile_predictions_loss: 202.5012 - logcount_predictions_loss: 0.7355 106/1423 [=>............................] - ETA: 12:23 - loss: 204.5439 - logits_profile_predictions_loss: 202.5581 - logcount_predictions_loss: 0.7355 107/1423 [=>............................] - ETA: 12:22 - loss: 204.6022 - logits_profile_predictions_loss: 202.6165 - logcount_predictions_loss: 0.7354 108/1423 [=>............................] - ETA: 12:22 - loss: 204.6562 - logits_profile_predictions_loss: 202.6707 - logcount_predictions_loss: 0.7354 109/1423 [=>............................] - ETA: 12:21 - loss: 204.7063 - logits_profile_predictions_loss: 202.7210 - logcount_predictions_loss: 0.7353 110/1423 [=>............................] - ETA: 12:21 - loss: 204.7550 - logits_profile_predictions_loss: 202.7699 - logcount_predictions_loss: 0.7352 111/1423 [=>............................] - ETA: 12:20 - loss: 204.8036 - logits_profile_predictions_loss: 202.8187 - logcount_predictions_loss: 0.7352 112/1423 [=>............................] - ETA: 12:20 - loss: 204.8553 - logits_profile_predictions_loss: 202.8706 - logcount_predictions_loss: 0.7351 113/1423 [=>............................] - ETA: 12:19 - loss: 204.9072 - logits_profile_predictions_loss: 202.9227 - logcount_predictions_loss: 0.7350 114/1423 [=>............................] - ETA: 12:18 - loss: 204.9581 - logits_profile_predictions_loss: 202.9738 - logcount_predictions_loss: 0.7349 115/1423 [=>............................] - ETA: 12:18 - loss: 205.0096 - logits_profile_predictions_loss: 203.0256 - logcount_predictions_loss: 0.7348 116/1423 [=>............................] - ETA: 12:17 - loss: 205.0625 - logits_profile_predictions_loss: 203.0787 - logcount_predictions_loss: 0.7347 117/1423 [=>............................] - ETA: 12:17 - loss: 205.1192 - logits_profile_predictions_loss: 203.1356 - logcount_predictions_loss: 0.7347 118/1423 [=>............................] - ETA: 12:16 - loss: 205.1757 - logits_profile_predictions_loss: 203.1923 - logcount_predictions_loss: 0.7346 119/1423 [=>............................] - ETA: 12:16 - loss: 205.2334 - logits_profile_predictions_loss: 203.2502 - logcount_predictions_loss: 0.7345 120/1423 [=>............................] - ETA: 12:15 - loss: 205.2910 - logits_profile_predictions_loss: 203.3081 - logcount_predictions_loss: 0.7344 121/1423 [=>............................] - ETA: 12:14 - loss: 205.3479 - logits_profile_predictions_loss: 203.3653 - logcount_predictions_loss: 0.7343 122/1423 [=>............................] - ETA: 12:14 - loss: 205.4055 - logits_profile_predictions_loss: 203.4231 - logcount_predictions_loss: 0.7342 123/1423 [=>............................] - ETA: 12:13 - loss: 205.4609 - logits_profile_predictions_loss: 203.4788 - logcount_predictions_loss: 0.7341 124/1423 [=>............................] - ETA: 12:13 - loss: 205.5137 - logits_profile_predictions_loss: 203.5319 - logcount_predictions_loss: 0.7340 125/1423 [=>............................] - ETA: 12:12 - loss: 205.5649 - logits_profile_predictions_loss: 203.5833 - logcount_predictions_loss: 0.7339 126/1423 [=>............................] - ETA: 12:12 - loss: 205.6168 - logits_profile_predictions_loss: 203.6354 - logcount_predictions_loss: 0.7338 127/1423 [=>............................] - ETA: 12:11 - loss: 205.6686 - logits_profile_predictions_loss: 203.6875 - logcount_predictions_loss: 0.7337 128/1423 [=>............................] - ETA: 12:11 - loss: 205.7207 - logits_profile_predictions_loss: 203.7398 - logcount_predictions_loss: 0.7337 129/1423 [=>............................] - ETA: 12:10 - loss: 205.7722 - logits_profile_predictions_loss: 203.7914 - logcount_predictions_loss: 0.7336 130/1423 [=>............................] - ETA: 12:09 - loss: 205.8221 - logits_profile_predictions_loss: 203.8415 - logcount_predictions_loss: 0.7335 131/1423 [=>............................] - ETA: 12:09 - loss: 205.8713 - logits_profile_predictions_loss: 203.8909 - logcount_predictions_loss: 0.7335 132/1423 [=>............................] - ETA: 12:08 - loss: 205.9176 - logits_profile_predictions_loss: 203.9373 - logcount_predictions_loss: 0.7334 133/1423 [=>............................] - ETA: 12:08 - loss: 205.9615 - logits_profile_predictions_loss: 203.9814 - logcount_predictions_loss: 0.7334 134/1423 [=>............................] - ETA: 12:07 - loss: 206.0035 - logits_profile_predictions_loss: 204.0236 - logcount_predictions_loss: 0.7333 135/1423 [=>............................] - ETA: 12:07 - loss: 206.0448 - logits_profile_predictions_loss: 204.0651 - logcount_predictions_loss: 0.7332 136/1423 [=>............................] - ETA: 12:06 - loss: 206.0834 - logits_profile_predictions_loss: 204.1040 - logcount_predictions_loss: 0.7331 137/1423 [=>............................] - ETA: 12:05 - loss: 206.1222 - logits_profile_predictions_loss: 204.1430 - logcount_predictions_loss: 0.7330 138/1423 [=>............................] - ETA: 12:05 - loss: 206.1607 - logits_profile_predictions_loss: 204.1817 - logcount_predictions_loss: 0.7330 139/1423 [=>............................] - ETA: 12:04 - loss: 206.1980 - logits_profile_predictions_loss: 204.2192 - logcount_predictions_loss: 0.7329 140/1423 [=>............................] - ETA: 12:04 - loss: 206.2321 - logits_profile_predictions_loss: 204.2535 - logcount_predictions_loss: 0.7328 141/1423 [=>............................] - ETA: 12:03 - loss: 206.2663 - 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logits_profile_predictions_loss: 204.6787 - logcount_predictions_loss: 0.7312 155/1423 [==>...........................] - ETA: 11:55 - loss: 206.6776 - logits_profile_predictions_loss: 204.7037 - logcount_predictions_loss: 0.7311 156/1423 [==>...........................] - ETA: 11:55 - loss: 206.7029 - logits_profile_predictions_loss: 204.7294 - logcount_predictions_loss: 0.7309 157/1423 [==>...........................] - ETA: 11:54 - loss: 206.7289 - logits_profile_predictions_loss: 204.7558 - logcount_predictions_loss: 0.7308 158/1423 [==>...........................] - ETA: 11:54 - loss: 206.7539 - logits_profile_predictions_loss: 204.7811 - logcount_predictions_loss: 0.7307 159/1423 [==>...........................] - ETA: 11:53 - loss: 206.7788 - logits_profile_predictions_loss: 204.8064 - logcount_predictions_loss: 0.7305 160/1423 [==>...........................] - ETA: 11:52 - loss: 206.8041 - logits_profile_predictions_loss: 204.8320 - logcount_predictions_loss: 0.7304 161/1423 [==>...........................] - ETA: 11:52 - loss: 206.8280 - logits_profile_predictions_loss: 204.8563 - logcount_predictions_loss: 0.7302 162/1423 [==>...........................] - ETA: 11:51 - loss: 206.8513 - logits_profile_predictions_loss: 204.8800 - logcount_predictions_loss: 0.7301 163/1423 [==>...........................] - ETA: 11:51 - loss: 206.8736 - logits_profile_predictions_loss: 204.9027 - logcount_predictions_loss: 0.7300 164/1423 [==>...........................] - ETA: 11:50 - loss: 206.8944 - logits_profile_predictions_loss: 204.9239 - logcount_predictions_loss: 0.7298 165/1423 [==>...........................] - ETA: 11:50 - loss: 206.9159 - logits_profile_predictions_loss: 204.9457 - logcount_predictions_loss: 0.7297 166/1423 [==>...........................] - ETA: 11:49 - loss: 206.9387 - logits_profile_predictions_loss: 204.9690 - logcount_predictions_loss: 0.7295 167/1423 [==>...........................] - ETA: 11:48 - loss: 206.9619 - logits_profile_predictions_loss: 204.9925 - logcount_predictions_loss: 0.7294 168/1423 [==>...........................] - ETA: 11:48 - loss: 206.9843 - logits_profile_predictions_loss: 205.0154 - logcount_predictions_loss: 0.7292 169/1423 [==>...........................] - ETA: 11:47 - loss: 207.0051 - logits_profile_predictions_loss: 205.0366 - logcount_predictions_loss: 0.7291 170/1423 [==>...........................] - ETA: 11:47 - loss: 207.0239 - logits_profile_predictions_loss: 205.0557 - logcount_predictions_loss: 0.7289 171/1423 [==>...........................] - ETA: 11:46 - loss: 207.0429 - logits_profile_predictions_loss: 205.0751 - logcount_predictions_loss: 0.7288 172/1423 [==>...........................] - ETA: 11:46 - loss: 207.0621 - logits_profile_predictions_loss: 205.0947 - logcount_predictions_loss: 0.7287 173/1423 [==>...........................] - ETA: 11:45 - loss: 207.0804 - logits_profile_predictions_loss: 205.1133 - logcount_predictions_loss: 0.7285 174/1423 [==>...........................] - ETA: 11:45 - loss: 207.0988 - logits_profile_predictions_loss: 205.1321 - logcount_predictions_loss: 0.7284 175/1423 [==>...........................] - ETA: 11:44 - loss: 207.1184 - logits_profile_predictions_loss: 205.1520 - logcount_predictions_loss: 0.7283 176/1423 [==>...........................] - ETA: 11:43 - loss: 207.1363 - logits_profile_predictions_loss: 205.1702 - logcount_predictions_loss: 0.7282 177/1423 [==>...........................] - ETA: 11:43 - loss: 207.1547 - logits_profile_predictions_loss: 205.1889 - logcount_predictions_loss: 0.7281 178/1423 [==>...........................] - ETA: 11:42 - loss: 207.1727 - logits_profile_predictions_loss: 205.2072 - logcount_predictions_loss: 0.7280 179/1423 [==>...........................] - ETA: 11:42 - loss: 207.1912 - logits_profile_predictions_loss: 205.2260 - logcount_predictions_loss: 0.7279 180/1423 [==>...........................] - ETA: 11:41 - loss: 207.2087 - 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[==>...........................] - ETA: 11:37 - loss: 207.3116 - logits_profile_predictions_loss: 205.3483 - logcount_predictions_loss: 0.7271 188/1423 [==>...........................] - ETA: 11:37 - loss: 207.3229 - logits_profile_predictions_loss: 205.3598 - logcount_predictions_loss: 0.7271 189/1423 [==>...........................] - ETA: 11:36 - loss: 207.3332 - logits_profile_predictions_loss: 205.3704 - logcount_predictions_loss: 0.7270 190/1423 [===>..........................] - ETA: 11:35 - loss: 207.3418 - logits_profile_predictions_loss: 205.3791 - logcount_predictions_loss: 0.7269 191/1423 [===>..........................] - ETA: 11:35 - loss: 207.3505 - logits_profile_predictions_loss: 205.3881 - logcount_predictions_loss: 0.7268 192/1423 [===>..........................] - ETA: 11:34 - loss: 207.3586 - logits_profile_predictions_loss: 205.3964 - logcount_predictions_loss: 0.7268 193/1423 [===>..........................] - ETA: 11:34 - loss: 207.3683 - logits_profile_predictions_loss: 205.4062 - logcount_predictions_loss: 0.7267 194/1423 [===>..........................] - ETA: 11:33 - loss: 207.3768 - logits_profile_predictions_loss: 205.4149 - logcount_predictions_loss: 0.7266 195/1423 [===>..........................] - ETA: 11:33 - loss: 207.3854 - logits_profile_predictions_loss: 205.4237 - logcount_predictions_loss: 0.7265 196/1423 [===>..........................] - ETA: 11:32 - loss: 207.3944 - logits_profile_predictions_loss: 205.4330 - logcount_predictions_loss: 0.7265 197/1423 [===>..........................] - ETA: 11:32 - loss: 207.4028 - logits_profile_predictions_loss: 205.4416 - logcount_predictions_loss: 0.7264 198/1423 [===>..........................] - ETA: 11:31 - loss: 207.4107 - logits_profile_predictions_loss: 205.4497 - logcount_predictions_loss: 0.7263 199/1423 [===>..........................] - ETA: 11:30 - loss: 207.4175 - logits_profile_predictions_loss: 205.4567 - logcount_predictions_loss: 0.7262 200/1423 [===>..........................] - ETA: 11:30 - loss: 207.4243 - logits_profile_predictions_loss: 205.4637 - logcount_predictions_loss: 0.7262 201/1423 [===>..........................] - ETA: 11:29 - loss: 207.4311 - logits_profile_predictions_loss: 205.4707 - logcount_predictions_loss: 0.7261 202/1423 [===>..........................] - ETA: 11:29 - loss: 207.4384 - logits_profile_predictions_loss: 205.4783 - logcount_predictions_loss: 0.7260 203/1423 [===>..........................] - ETA: 11:28 - loss: 207.4451 - logits_profile_predictions_loss: 205.4851 - logcount_predictions_loss: 0.7259 204/1423 [===>..........................] - ETA: 11:28 - loss: 207.4511 - logits_profile_predictions_loss: 205.4914 - logcount_predictions_loss: 0.7258 205/1423 [===>..........................] - ETA: 11:27 - loss: 207.4560 - logits_profile_predictions_loss: 205.4965 - logcount_predictions_loss: 0.7257 206/1423 [===>..........................] - ETA: 11:26 - loss: 207.4610 - logits_profile_predictions_loss: 205.5017 - logcount_predictions_loss: 0.7257 207/1423 [===>..........................] - ETA: 11:26 - loss: 207.4651 - logits_profile_predictions_loss: 205.5060 - logcount_predictions_loss: 0.7256 208/1423 [===>..........................] - ETA: 11:25 - loss: 207.4676 - logits_profile_predictions_loss: 205.5087 - logcount_predictions_loss: 0.7255 209/1423 [===>..........................] - ETA: 11:25 - loss: 207.4707 - logits_profile_predictions_loss: 205.5121 - logcount_predictions_loss: 0.7254 210/1423 [===>..........................] - ETA: 11:24 - loss: 207.4732 - logits_profile_predictions_loss: 205.5147 - logcount_predictions_loss: 0.7254 211/1423 [===>..........................] - ETA: 11:24 - loss: 207.4759 - logits_profile_predictions_loss: 205.5176 - logcount_predictions_loss: 0.7253 212/1423 [===>..........................] - ETA: 11:23 - loss: 207.4780 - logits_profile_predictions_loss: 205.5198 - logcount_predictions_loss: 0.7252 213/1423 [===>..........................] - ETA: 11:23 - loss: 207.4797 - logits_profile_predictions_loss: 205.5217 - logcount_predictions_loss: 0.7252 214/1423 [===>..........................] - ETA: 11:22 - loss: 207.4813 - logits_profile_predictions_loss: 205.5235 - logcount_predictions_loss: 0.7251 215/1423 [===>..........................] - ETA: 11:21 - loss: 207.4828 - logits_profile_predictions_loss: 205.5252 - logcount_predictions_loss: 0.7251 216/1423 [===>..........................] - ETA: 11:21 - loss: 207.4833 - logits_profile_predictions_loss: 205.5258 - logcount_predictions_loss: 0.7250 217/1423 [===>..........................] - ETA: 11:20 - loss: 207.4841 - logits_profile_predictions_loss: 205.5268 - logcount_predictions_loss: 0.7249 218/1423 [===>..........................] - ETA: 11:20 - loss: 207.4853 - logits_profile_predictions_loss: 205.5282 - logcount_predictions_loss: 0.7249 219/1423 [===>..........................] - ETA: 11:19 - loss: 207.4846 - logits_profile_predictions_loss: 205.5277 - logcount_predictions_loss: 0.7248 220/1423 [===>..........................] - ETA: 11:19 - loss: 207.4843 - logits_profile_predictions_loss: 205.5275 - logcount_predictions_loss: 0.7247 221/1423 [===>..........................] - ETA: 11:18 - loss: 207.4829 - logits_profile_predictions_loss: 205.5263 - logcount_predictions_loss: 0.7247 222/1423 [===>..........................] - ETA: 11:17 - loss: 207.4814 - logits_profile_predictions_loss: 205.5251 - logcount_predictions_loss: 0.7246 223/1423 [===>..........................] - ETA: 11:17 - loss: 207.4795 - logits_profile_predictions_loss: 205.5233 - logcount_predictions_loss: 0.7245 224/1423 [===>..........................] - ETA: 11:16 - loss: 207.4777 - logits_profile_predictions_loss: 205.5217 - logcount_predictions_loss: 0.7244 225/1423 [===>..........................] - ETA: 11:16 - loss: 207.4759 - logits_profile_predictions_loss: 205.5201 - logcount_predictions_loss: 0.7244 226/1423 [===>..........................] - ETA: 11:15 - loss: 207.4738 - logits_profile_predictions_loss: 205.5182 - logcount_predictions_loss: 0.7243 227/1423 [===>..........................] - ETA: 11:15 - loss: 207.4714 - logits_profile_predictions_loss: 205.5159 - logcount_predictions_loss: 0.7242 228/1423 [===>..........................] - ETA: 11:14 - loss: 207.4697 - logits_profile_predictions_loss: 205.5145 - logcount_predictions_loss: 0.7242 229/1423 [===>..........................] - ETA: 11:14 - loss: 207.4682 - logits_profile_predictions_loss: 205.5131 - logcount_predictions_loss: 0.7241 230/1423 [===>..........................] - ETA: 11:13 - loss: 207.4668 - logits_profile_predictions_loss: 205.5119 - logcount_predictions_loss: 0.7240 231/1423 [===>..........................] - ETA: 11:12 - loss: 207.4651 - logits_profile_predictions_loss: 205.5105 - logcount_predictions_loss: 0.7239 232/1423 [===>..........................] - ETA: 11:12 - loss: 207.4628 - logits_profile_predictions_loss: 205.5083 - logcount_predictions_loss: 0.7239 233/1423 [===>..........................] - ETA: 11:11 - loss: 207.4612 - logits_profile_predictions_loss: 205.5069 - logcount_predictions_loss: 0.7238 234/1423 [===>..........................] - ETA: 11:11 - loss: 207.4600 - logits_profile_predictions_loss: 205.5059 - logcount_predictions_loss: 0.7237 235/1423 [===>..........................] - ETA: 11:10 - loss: 207.4596 - logits_profile_predictions_loss: 205.5057 - logcount_predictions_loss: 0.7237 236/1423 [===>..........................] - ETA: 11:10 - loss: 207.4595 - logits_profile_predictions_loss: 205.5058 - logcount_predictions_loss: 0.7236 237/1423 [===>..........................] - ETA: 11:09 - loss: 207.4593 - logits_profile_predictions_loss: 205.5057 - logcount_predictions_loss: 0.7235 238/1423 [====>.........................] - ETA: 11:08 - loss: 207.4583 - logits_profile_predictions_loss: 205.5049 - logcount_predictions_loss: 0.7235 239/1423 [====>.........................] - ETA: 11:08 - loss: 207.4577 - logits_profile_predictions_loss: 205.5044 - logcount_predictions_loss: 0.7234 240/1423 [====>.........................] - ETA: 11:07 - loss: 207.4572 - logits_profile_predictions_loss: 205.5040 - logcount_predictions_loss: 0.7234 241/1423 [====>.........................] - ETA: 11:07 - loss: 207.4568 - logits_profile_predictions_loss: 205.5039 - logcount_predictions_loss: 0.7233 242/1423 [====>.........................] - ETA: 11:06 - loss: 207.4561 - logits_profile_predictions_loss: 205.5032 - logcount_predictions_loss: 0.7233 243/1423 [====>.........................] - ETA: 11:06 - loss: 207.4553 - logits_profile_predictions_loss: 205.5026 - logcount_predictions_loss: 0.7232 244/1423 [====>.........................] - ETA: 11:05 - loss: 207.4544 - logits_profile_predictions_loss: 205.5019 - logcount_predictions_loss: 0.7232 245/1423 [====>.........................] - ETA: 11:04 - loss: 207.4534 - logits_profile_predictions_loss: 205.5010 - logcount_predictions_loss: 0.7231 246/1423 [====>.........................] - ETA: 11:04 - loss: 207.4531 - logits_profile_predictions_loss: 205.5008 - logcount_predictions_loss: 0.7231 247/1423 [====>.........................] - ETA: 11:03 - loss: 207.4527 - logits_profile_predictions_loss: 205.5006 - logcount_predictions_loss: 0.7230 248/1423 [====>.........................] - ETA: 11:03 - loss: 207.4525 - logits_profile_predictions_loss: 205.5006 - logcount_predictions_loss: 0.7229 249/1423 [====>.........................] - ETA: 11:02 - loss: 207.4526 - logits_profile_predictions_loss: 205.5008 - logcount_predictions_loss: 0.7229 250/1423 [====>.........................] - ETA: 11:02 - loss: 207.4519 - logits_profile_predictions_loss: 205.5002 - logcount_predictions_loss: 0.7228 251/1423 [====>.........................] - ETA: 11:01 - loss: 207.4511 - logits_profile_predictions_loss: 205.4995 - logcount_predictions_loss: 0.7228 252/1423 [====>.........................] - ETA: 11:01 - loss: 207.4505 - logits_profile_predictions_loss: 205.4991 - logcount_predictions_loss: 0.7227 253/1423 [====>.........................] - ETA: 11:00 - loss: 207.4501 - logits_profile_predictions_loss: 205.4987 - logcount_predictions_loss: 0.7227 254/1423 [====>.........................] - ETA: 10:59 - loss: 207.4496 - logits_profile_predictions_loss: 205.4984 - logcount_predictions_loss: 0.7227 255/1423 [====>.........................] - ETA: 10:59 - loss: 207.4498 - logits_profile_predictions_loss: 205.4987 - logcount_predictions_loss: 0.7226 256/1423 [====>.........................] - ETA: 10:58 - loss: 207.4498 - logits_profile_predictions_loss: 205.4989 - logcount_predictions_loss: 0.7226 257/1423 [====>.........................] - ETA: 10:58 - loss: 207.4504 - logits_profile_predictions_loss: 205.4996 - logcount_predictions_loss: 0.7225 258/1423 [====>.........................] - ETA: 10:57 - loss: 207.4513 - logits_profile_predictions_loss: 205.5006 - logcount_predictions_loss: 0.7225 259/1423 [====>.........................] - ETA: 10:57 - loss: 207.4530 - logits_profile_predictions_loss: 205.5024 - logcount_predictions_loss: 0.7225 260/1423 [====>.........................] - ETA: 10:56 - loss: 207.4552 - logits_profile_predictions_loss: 205.5047 - logcount_predictions_loss: 0.7224 261/1423 [====>.........................] - ETA: 10:55 - loss: 207.4582 - logits_profile_predictions_loss: 205.5077 - logcount_predictions_loss: 0.7224 262/1423 [====>.........................] - ETA: 10:55 - loss: 207.4609 - logits_profile_predictions_loss: 205.5105 - logcount_predictions_loss: 0.7224 263/1423 [====>.........................] - ETA: 10:54 - loss: 207.4638 - logits_profile_predictions_loss: 205.5135 - logcount_predictions_loss: 0.7223 264/1423 [====>.........................] - ETA: 10:54 - loss: 207.4676 - logits_profile_predictions_loss: 205.5174 - logcount_predictions_loss: 0.7223 265/1423 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204.3102 - logcount_predictions_loss: 0.7098 1416/1423 [============================>.] - ETA: 3s - loss: 206.2259 - logits_profile_predictions_loss: 204.3096 - logcount_predictions_loss: 0.7098 1417/1423 [============================>.] - ETA: 3s - loss: 206.2253 - logits_profile_predictions_loss: 204.3089 - logcount_predictions_loss: 0.7097 1418/1423 [============================>.] - ETA: 2s - loss: 206.2246 - logits_profile_predictions_loss: 204.3083 - logcount_predictions_loss: 0.7097 1419/1423 [============================>.] - ETA: 2s - loss: 206.2239 - logits_profile_predictions_loss: 204.3076 - logcount_predictions_loss: 0.7097 1420/1423 [============================>.] - ETA: 1s - loss: 206.2232 - logits_profile_predictions_loss: 204.3069 - logcount_predictions_loss: 0.7097 1421/1423 [============================>.] - ETA: 1s - loss: 206.2225 - logits_profile_predictions_loss: 204.3063 - logcount_predictions_loss: 0.7097 1422/1423 [============================>.] - ETA: 0s - loss: 206.2218 - logits_profile_predictions_loss: 204.3056 - logcount_predictions_loss: 0.7097 1423/1423 [==============================] - ETA: 0s - loss: 206.2211 - logits_profile_predictions_loss: 204.3049 - logcount_predictions_loss: 0.7097 1423/1423 [==============================] - 832s 585ms/step - loss: 206.2204 - logits_profile_predictions_loss: 204.3042 - logcount_predictions_loss: 0.7097 - val_loss: 202.9171 - val_logits_profile_predictions_loss: 201.2704 - val_logcount_predictions_loss: 0.6099 + +Epoch 00006: val_loss did not improve from 202.44711 +Epoch 7/50 + 1/1423 [..............................] - ETA: 13:48 - loss: 161.5502 - logits_profile_predictions_loss: 160.4427 - logcount_predictions_loss: 0.4102 2/1423 [..............................] - ETA: 13:21 - loss: 172.6466 - logits_profile_predictions_loss: 171.4005 - logcount_predictions_loss: 0.4615 3/1423 [..............................] - ETA: 13:20 - loss: 180.8065 - logits_profile_predictions_loss: 179.5060 - logcount_predictions_loss: 0.4817 4/1423 [..............................] - ETA: 13:21 - loss: 187.9821 - logits_profile_predictions_loss: 186.6139 - logcount_predictions_loss: 0.5067 5/1423 [..............................] - ETA: 13:20 - loss: 191.5331 - logits_profile_predictions_loss: 190.1179 - logcount_predictions_loss: 0.5242 6/1423 [..............................] - ETA: 13:19 - loss: 193.7436 - logits_profile_predictions_loss: 192.2899 - logcount_predictions_loss: 0.5384 7/1423 [..............................] - ETA: 13:19 - loss: 195.0168 - logits_profile_predictions_loss: 193.5402 - logcount_predictions_loss: 0.5469 8/1423 [..............................] - ETA: 13:18 - loss: 196.4897 - logits_profile_predictions_loss: 194.9933 - logcount_predictions_loss: 0.5542 9/1423 [..............................] - ETA: 13:17 - loss: 197.6491 - logits_profile_predictions_loss: 196.1380 - logcount_predictions_loss: 0.5597 10/1423 [..............................] - ETA: 13:17 - loss: 198.4697 - logits_profile_predictions_loss: 196.9488 - logcount_predictions_loss: 0.5633 11/1423 [..............................] - ETA: 13:16 - loss: 199.2645 - logits_profile_predictions_loss: 197.7367 - logcount_predictions_loss: 0.5659 12/1423 [..............................] - ETA: 13:16 - loss: 200.1371 - logits_profile_predictions_loss: 198.6035 - logcount_predictions_loss: 0.5680 13/1423 [..............................] - ETA: 13:15 - loss: 201.0159 - logits_profile_predictions_loss: 199.4752 - logcount_predictions_loss: 0.5706 14/1423 [..............................] - ETA: 13:15 - loss: 201.6325 - logits_profile_predictions_loss: 200.0867 - logcount_predictions_loss: 0.5725 15/1423 [..............................] - ETA: 13:14 - loss: 202.1690 - logits_profile_predictions_loss: 200.6156 - logcount_predictions_loss: 0.5753 16/1423 [..............................] - ETA: 13:14 - loss: 202.3782 - logits_profile_predictions_loss: 200.8170 - logcount_predictions_loss: 0.5782 17/1423 [..............................] - ETA: 13:13 - loss: 202.4977 - logits_profile_predictions_loss: 200.9307 - logcount_predictions_loss: 0.5804 18/1423 [..............................] - ETA: 13:12 - loss: 202.5148 - logits_profile_predictions_loss: 200.9424 - logcount_predictions_loss: 0.5824 19/1423 [..............................] - ETA: 13:12 - loss: 202.5967 - logits_profile_predictions_loss: 201.0170 - logcount_predictions_loss: 0.5851 20/1423 [..............................] - ETA: 13:11 - loss: 202.6194 - logits_profile_predictions_loss: 201.0318 - logcount_predictions_loss: 0.5880 21/1423 [..............................] - ETA: 13:11 - loss: 202.6224 - logits_profile_predictions_loss: 201.0282 - logcount_predictions_loss: 0.5905 22/1423 [..............................] - ETA: 13:10 - loss: 202.5901 - logits_profile_predictions_loss: 200.9888 - logcount_predictions_loss: 0.5931 23/1423 [..............................] - ETA: 13:10 - loss: 202.5486 - logits_profile_predictions_loss: 200.9404 - logcount_predictions_loss: 0.5956 24/1423 [..............................] - ETA: 13:09 - loss: 202.5397 - logits_profile_predictions_loss: 200.9245 - logcount_predictions_loss: 0.5982 25/1423 [..............................] - ETA: 13:09 - loss: 202.5202 - logits_profile_predictions_loss: 200.8995 - logcount_predictions_loss: 0.6003 26/1423 [..............................] - ETA: 13:08 - loss: 202.5338 - logits_profile_predictions_loss: 200.9085 - logcount_predictions_loss: 0.6020 27/1423 [..............................] - ETA: 13:07 - loss: 202.5091 - logits_profile_predictions_loss: 200.8795 - logcount_predictions_loss: 0.6035 28/1423 [..............................] - ETA: 13:07 - loss: 202.4523 - logits_profile_predictions_loss: 200.8185 - logcount_predictions_loss: 0.6051 29/1423 [..............................] - ETA: 13:06 - loss: 202.4052 - logits_profile_predictions_loss: 200.7670 - logcount_predictions_loss: 0.6067 30/1423 [..............................] - ETA: 13:06 - loss: 202.3713 - logits_profile_predictions_loss: 200.7293 - logcount_predictions_loss: 0.6082 31/1423 [..............................] - ETA: 13:05 - loss: 202.3331 - logits_profile_predictions_loss: 200.6876 - logcount_predictions_loss: 0.6095 32/1423 [..............................] - ETA: 13:05 - loss: 202.3465 - logits_profile_predictions_loss: 200.6978 - logcount_predictions_loss: 0.6106 33/1423 [..............................] - ETA: 13:04 - loss: 202.3207 - logits_profile_predictions_loss: 200.6694 - logcount_predictions_loss: 0.6116 34/1423 [..............................] - ETA: 13:03 - loss: 202.3395 - logits_profile_predictions_loss: 200.6856 - logcount_predictions_loss: 0.6125 35/1423 [..............................] - ETA: 13:03 - loss: 202.3688 - logits_profile_predictions_loss: 200.7121 - logcount_predictions_loss: 0.6136 36/1423 [..............................] - ETA: 13:02 - loss: 202.4204 - logits_profile_predictions_loss: 200.7614 - logcount_predictions_loss: 0.6144 37/1423 [..............................] - ETA: 13:02 - loss: 202.4654 - logits_profile_predictions_loss: 200.8048 - logcount_predictions_loss: 0.6151 38/1423 [..............................] - ETA: 13:01 - loss: 202.5106 - logits_profile_predictions_loss: 200.8482 - logcount_predictions_loss: 0.6157 39/1423 [..............................] - ETA: 13:01 - loss: 202.5579 - logits_profile_predictions_loss: 200.8941 - logcount_predictions_loss: 0.6162 40/1423 [..............................] - ETA: 13:00 - loss: 202.6267 - logits_profile_predictions_loss: 200.9618 - logcount_predictions_loss: 0.6166 41/1423 [..............................] - ETA: 13:00 - loss: 202.7323 - logits_profile_predictions_loss: 201.0663 - logcount_predictions_loss: 0.6170 42/1423 [..............................] - ETA: 12:59 - loss: 202.8151 - logits_profile_predictions_loss: 201.1479 - logcount_predictions_loss: 0.6175 43/1423 [..............................] - ETA: 12:58 - loss: 202.8993 - logits_profile_predictions_loss: 201.2309 - logcount_predictions_loss: 0.6179 44/1423 [..............................] - ETA: 12:58 - loss: 202.9574 - logits_profile_predictions_loss: 201.2878 - logcount_predictions_loss: 0.6184 45/1423 [..............................] - ETA: 12:57 - loss: 203.0259 - logits_profile_predictions_loss: 201.3552 - logcount_predictions_loss: 0.6188 46/1423 [..............................] - ETA: 12:57 - loss: 203.1054 - logits_profile_predictions_loss: 201.4335 - logcount_predictions_loss: 0.6192 47/1423 [..............................] - ETA: 12:56 - loss: 203.1692 - logits_profile_predictions_loss: 201.4957 - logcount_predictions_loss: 0.6198 48/1423 [>.............................] - ETA: 12:56 - loss: 203.2382 - logits_profile_predictions_loss: 201.5632 - logcount_predictions_loss: 0.6204 49/1423 [>.............................] - ETA: 12:55 - loss: 203.3116 - logits_profile_predictions_loss: 201.6351 - logcount_predictions_loss: 0.6209 50/1423 [>.............................] - ETA: 12:54 - loss: 203.3735 - logits_profile_predictions_loss: 201.6952 - logcount_predictions_loss: 0.6216 51/1423 [>.............................] - ETA: 12:54 - loss: 203.4278 - logits_profile_predictions_loss: 201.7476 - logcount_predictions_loss: 0.6223 52/1423 [>.............................] - ETA: 12:53 - loss: 203.4788 - logits_profile_predictions_loss: 201.7968 - logcount_predictions_loss: 0.6230 53/1423 [>.............................] - ETA: 12:53 - loss: 203.5209 - logits_profile_predictions_loss: 201.8371 - logcount_predictions_loss: 0.6236 54/1423 [>.............................] - ETA: 12:52 - loss: 203.5522 - logits_profile_predictions_loss: 201.8668 - logcount_predictions_loss: 0.6242 55/1423 [>.............................] - ETA: 12:52 - loss: 203.5804 - logits_profile_predictions_loss: 201.8934 - logcount_predictions_loss: 0.6248 56/1423 [>.............................] - ETA: 12:51 - loss: 203.6173 - logits_profile_predictions_loss: 201.9288 - logcount_predictions_loss: 0.6254 57/1423 [>.............................] - ETA: 12:50 - loss: 203.6468 - logits_profile_predictions_loss: 201.9567 - logcount_predictions_loss: 0.6260 58/1423 [>.............................] - ETA: 12:50 - loss: 203.6763 - logits_profile_predictions_loss: 201.9845 - logcount_predictions_loss: 0.6266 59/1423 [>.............................] - ETA: 12:49 - loss: 203.6919 - logits_profile_predictions_loss: 201.9984 - logcount_predictions_loss: 0.6272 60/1423 [>.............................] - ETA: 12:49 - loss: 203.7108 - logits_profile_predictions_loss: 202.0155 - logcount_predictions_loss: 0.6279 61/1423 [>.............................] - ETA: 12:48 - loss: 203.7232 - logits_profile_predictions_loss: 202.0260 - logcount_predictions_loss: 0.6286 62/1423 [>.............................] - ETA: 12:48 - loss: 203.7265 - logits_profile_predictions_loss: 202.0276 - logcount_predictions_loss: 0.6292 63/1423 [>.............................] - ETA: 12:47 - loss: 203.7333 - logits_profile_predictions_loss: 202.0325 - logcount_predictions_loss: 0.6299 64/1423 [>.............................] - ETA: 12:47 - loss: 203.7625 - logits_profile_predictions_loss: 202.0600 - logcount_predictions_loss: 0.6306 65/1423 [>.............................] - ETA: 12:46 - loss: 203.7933 - logits_profile_predictions_loss: 202.0892 - logcount_predictions_loss: 0.6311 66/1423 [>.............................] - ETA: 12:45 - loss: 203.8278 - logits_profile_predictions_loss: 202.1222 - logcount_predictions_loss: 0.6317 67/1423 [>.............................] - ETA: 12:45 - loss: 203.8517 - logits_profile_predictions_loss: 202.1447 - logcount_predictions_loss: 0.6322 68/1423 [>.............................] - ETA: 12:44 - loss: 203.8753 - logits_profile_predictions_loss: 202.1669 - logcount_predictions_loss: 0.6327 69/1423 [>.............................] - ETA: 12:44 - loss: 203.8991 - logits_profile_predictions_loss: 202.1896 - logcount_predictions_loss: 0.6331 70/1423 [>.............................] - ETA: 12:43 - loss: 203.9160 - logits_profile_predictions_loss: 202.2055 - logcount_predictions_loss: 0.6335 71/1423 [>.............................] - ETA: 12:43 - loss: 203.9377 - logits_profile_predictions_loss: 202.2263 - logcount_predictions_loss: 0.6339 72/1423 [>.............................] - ETA: 12:42 - loss: 203.9587 - logits_profile_predictions_loss: 202.2464 - logcount_predictions_loss: 0.6342 73/1423 [>.............................] - ETA: 12:41 - loss: 203.9817 - logits_profile_predictions_loss: 202.2685 - logcount_predictions_loss: 0.6345 74/1423 [>.............................] - ETA: 12:41 - loss: 204.0055 - logits_profile_predictions_loss: 202.2915 - logcount_predictions_loss: 0.6348 75/1423 [>.............................] - ETA: 12:40 - loss: 204.0318 - logits_profile_predictions_loss: 202.3171 - logcount_predictions_loss: 0.6351 76/1423 [>.............................] - ETA: 12:40 - loss: 204.0521 - logits_profile_predictions_loss: 202.3367 - logcount_predictions_loss: 0.6353 77/1423 [>.............................] - ETA: 12:39 - loss: 204.0642 - logits_profile_predictions_loss: 202.3481 - logcount_predictions_loss: 0.6356 78/1423 [>.............................] - ETA: 12:39 - loss: 204.0813 - logits_profile_predictions_loss: 202.3647 - logcount_predictions_loss: 0.6358 79/1423 [>.............................] - ETA: 12:38 - loss: 204.1012 - logits_profile_predictions_loss: 202.3841 - logcount_predictions_loss: 0.6360 80/1423 [>.............................] - ETA: 12:37 - loss: 204.1111 - logits_profile_predictions_loss: 202.3934 - logcount_predictions_loss: 0.6362 81/1423 [>.............................] - ETA: 12:37 - loss: 204.1275 - logits_profile_predictions_loss: 202.4091 - logcount_predictions_loss: 0.6364 82/1423 [>.............................] - ETA: 12:36 - loss: 204.1433 - logits_profile_predictions_loss: 202.4244 - logcount_predictions_loss: 0.6366 83/1423 [>.............................] - ETA: 12:36 - loss: 204.1586 - logits_profile_predictions_loss: 202.4392 - logcount_predictions_loss: 0.6368 84/1423 [>.............................] - ETA: 12:35 - loss: 204.1742 - logits_profile_predictions_loss: 202.4544 - logcount_predictions_loss: 0.6370 85/1423 [>.............................] - ETA: 12:35 - loss: 204.1873 - logits_profile_predictions_loss: 202.4670 - logcount_predictions_loss: 0.6371 86/1423 [>.............................] - ETA: 12:34 - loss: 204.2060 - logits_profile_predictions_loss: 202.4853 - logcount_predictions_loss: 0.6373 87/1423 [>.............................] - ETA: 12:34 - loss: 204.2231 - logits_profile_predictions_loss: 202.5020 - logcount_predictions_loss: 0.6375 88/1423 [>.............................] - ETA: 12:33 - loss: 204.2409 - logits_profile_predictions_loss: 202.5193 - logcount_predictions_loss: 0.6376 89/1423 [>.............................] - ETA: 12:32 - loss: 204.2521 - logits_profile_predictions_loss: 202.5300 - logcount_predictions_loss: 0.6378 90/1423 [>.............................] - ETA: 12:32 - loss: 204.2615 - logits_profile_predictions_loss: 202.5390 - logcount_predictions_loss: 0.6380 91/1423 [>.............................] - ETA: 12:31 - loss: 204.2693 - logits_profile_predictions_loss: 202.5463 - logcount_predictions_loss: 0.6381 92/1423 [>.............................] - ETA: 12:31 - loss: 204.2802 - logits_profile_predictions_loss: 202.5568 - logcount_predictions_loss: 0.6383 93/1423 [>.............................] - ETA: 12:30 - loss: 204.2893 - logits_profile_predictions_loss: 202.5654 - logcount_predictions_loss: 0.6385 94/1423 [>.............................] - ETA: 12:30 - loss: 204.2949 - logits_profile_predictions_loss: 202.5706 - logcount_predictions_loss: 0.6386 95/1423 [=>............................] - ETA: 12:29 - loss: 204.3034 - logits_profile_predictions_loss: 202.5787 - logcount_predictions_loss: 0.6388 96/1423 [=>............................] - ETA: 12:28 - loss: 204.3127 - logits_profile_predictions_loss: 202.5876 - logcount_predictions_loss: 0.6389 97/1423 [=>............................] - ETA: 12:28 - loss: 204.3257 - logits_profile_predictions_loss: 202.6003 - logcount_predictions_loss: 0.6391 98/1423 [=>............................] - ETA: 12:27 - loss: 204.3405 - logits_profile_predictions_loss: 202.6147 - logcount_predictions_loss: 0.6392 99/1423 [=>............................] - ETA: 12:27 - loss: 204.3528 - logits_profile_predictions_loss: 202.6267 - logcount_predictions_loss: 0.6393 100/1423 [=>............................] - ETA: 12:26 - loss: 204.3682 - logits_profile_predictions_loss: 202.6416 - logcount_predictions_loss: 0.6395 101/1423 [=>............................] - ETA: 12:26 - loss: 204.3816 - 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[===>..........................] - ETA: 11:16 - loss: 204.1574 - logits_profile_predictions_loss: 202.3893 - logcount_predictions_loss: 0.6549 226/1423 [===>..........................] - ETA: 11:15 - loss: 204.1614 - logits_profile_predictions_loss: 202.3929 - logcount_predictions_loss: 0.6550 227/1423 [===>..........................] - ETA: 11:15 - loss: 204.1665 - logits_profile_predictions_loss: 202.3977 - logcount_predictions_loss: 0.6551 228/1423 [===>..........................] - ETA: 11:14 - loss: 204.1724 - logits_profile_predictions_loss: 202.4032 - logcount_predictions_loss: 0.6552 229/1423 [===>..........................] - ETA: 11:14 - loss: 204.1781 - logits_profile_predictions_loss: 202.4085 - logcount_predictions_loss: 0.6554 230/1423 [===>..........................] - ETA: 11:13 - loss: 204.1826 - logits_profile_predictions_loss: 202.4127 - logcount_predictions_loss: 0.6555 231/1423 [===>..........................] - ETA: 11:12 - loss: 204.1870 - 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[..............................] - ETA: 13:08 - loss: 191.0038 - logits_profile_predictions_loss: 188.9913 - logcount_predictions_loss: 0.7453 29/1423 [..............................] - ETA: 13:07 - loss: 191.3665 - logits_profile_predictions_loss: 189.3578 - logcount_predictions_loss: 0.7440 30/1423 [..............................] - ETA: 13:07 - loss: 191.6858 - logits_profile_predictions_loss: 189.6814 - logcount_predictions_loss: 0.7424 31/1423 [..............................] - ETA: 13:06 - loss: 191.9634 - logits_profile_predictions_loss: 189.9636 - logcount_predictions_loss: 0.7407 32/1423 [..............................] - ETA: 13:05 - loss: 192.2271 - logits_profile_predictions_loss: 190.2320 - logcount_predictions_loss: 0.7389 33/1423 [..............................] - ETA: 13:05 - loss: 192.4806 - logits_profile_predictions_loss: 190.4901 - logcount_predictions_loss: 0.7372 34/1423 [..............................] - ETA: 13:04 - loss: 192.7570 - 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[..............................] - ETA: 13:00 - loss: 194.2739 - logits_profile_predictions_loss: 192.3196 - logcount_predictions_loss: 0.7238 42/1423 [..............................] - ETA: 13:00 - loss: 194.4690 - logits_profile_predictions_loss: 192.5183 - logcount_predictions_loss: 0.7225 43/1423 [..............................] - ETA: 12:59 - loss: 194.6704 - logits_profile_predictions_loss: 192.7233 - logcount_predictions_loss: 0.7212 44/1423 [..............................] - ETA: 12:59 - loss: 194.8585 - logits_profile_predictions_loss: 192.9150 - logcount_predictions_loss: 0.7198 45/1423 [..............................] - ETA: 12:58 - loss: 195.0283 - logits_profile_predictions_loss: 193.0879 - logcount_predictions_loss: 0.7187 46/1423 [..............................] - ETA: 12:57 - loss: 195.2118 - logits_profile_predictions_loss: 193.2744 - logcount_predictions_loss: 0.7176 47/1423 [..............................] - ETA: 12:57 - loss: 195.3793 - 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[>.............................] - ETA: 12:53 - loss: 196.4760 - logits_profile_predictions_loss: 194.5616 - logcount_predictions_loss: 0.7090 55/1423 [>.............................] - ETA: 12:52 - loss: 196.6109 - logits_profile_predictions_loss: 194.6993 - logcount_predictions_loss: 0.7080 56/1423 [>.............................] - ETA: 12:52 - loss: 196.7484 - logits_profile_predictions_loss: 194.8396 - logcount_predictions_loss: 0.7070 57/1423 [>.............................] - ETA: 12:51 - loss: 196.8794 - logits_profile_predictions_loss: 194.9732 - logcount_predictions_loss: 0.7060 58/1423 [>.............................] - ETA: 12:51 - loss: 197.0314 - logits_profile_predictions_loss: 195.1278 - logcount_predictions_loss: 0.7050 59/1423 [>.............................] - ETA: 12:50 - loss: 197.1835 - logits_profile_predictions_loss: 195.2824 - logcount_predictions_loss: 0.7041 60/1423 [>.............................] - ETA: 12:50 - loss: 197.3223 - 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[=====>........................] - ETA: 10:32 - loss: 204.6530 - logits_profile_predictions_loss: 202.8679 - logcount_predictions_loss: 0.6611 302/1423 [=====>........................] - ETA: 10:31 - loss: 204.6592 - logits_profile_predictions_loss: 202.8743 - logcount_predictions_loss: 0.6611 303/1423 [=====>........................] - ETA: 10:31 - loss: 204.6654 - logits_profile_predictions_loss: 202.8805 - logcount_predictions_loss: 0.6611 304/1423 [=====>........................] - ETA: 10:30 - loss: 204.6710 - logits_profile_predictions_loss: 202.8862 - logcount_predictions_loss: 0.6610 305/1423 [=====>........................] - ETA: 10:30 - loss: 204.6772 - logits_profile_predictions_loss: 202.8924 - logcount_predictions_loss: 0.6610 306/1423 [=====>........................] - ETA: 10:29 - loss: 204.6835 - logits_profile_predictions_loss: 202.8989 - logcount_predictions_loss: 0.6610 307/1423 [=====>........................] - ETA: 10:28 - loss: 204.6896 - 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[=====>........................] - ETA: 10:25 - loss: 204.7270 - logits_profile_predictions_loss: 202.9430 - logcount_predictions_loss: 0.6607 315/1423 [=====>........................] - ETA: 10:24 - loss: 204.7319 - logits_profile_predictions_loss: 202.9480 - logcount_predictions_loss: 0.6607 316/1423 [=====>........................] - ETA: 10:23 - loss: 204.7368 - logits_profile_predictions_loss: 202.9531 - logcount_predictions_loss: 0.6606 317/1423 [=====>........................] - ETA: 10:23 - loss: 204.7416 - logits_profile_predictions_loss: 202.9579 - logcount_predictions_loss: 0.6606 318/1423 [=====>........................] - ETA: 10:22 - loss: 204.7465 - logits_profile_predictions_loss: 202.9629 - logcount_predictions_loss: 0.6606 319/1423 [=====>........................] - ETA: 10:22 - loss: 204.7515 - logits_profile_predictions_loss: 202.9680 - logcount_predictions_loss: 0.6605 320/1423 [=====>........................] - ETA: 10:21 - loss: 204.7561 - 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[=====>........................] - ETA: 10:17 - loss: 204.7849 - logits_profile_predictions_loss: 203.0021 - logcount_predictions_loss: 0.6603 328/1423 [=====>........................] - ETA: 10:17 - loss: 204.7890 - logits_profile_predictions_loss: 203.0062 - logcount_predictions_loss: 0.6602 329/1423 [=====>........................] - ETA: 10:16 - loss: 204.7928 - logits_profile_predictions_loss: 203.0102 - logcount_predictions_loss: 0.6602 330/1423 [=====>........................] - ETA: 10:16 - loss: 204.7967 - logits_profile_predictions_loss: 203.0141 - logcount_predictions_loss: 0.6602 331/1423 [=====>........................] - ETA: 10:15 - loss: 204.8001 - logits_profile_predictions_loss: 203.0176 - logcount_predictions_loss: 0.6602 332/1423 [=====>........................] - ETA: 10:15 - loss: 204.8033 - logits_profile_predictions_loss: 203.0209 - logcount_predictions_loss: 0.6601 333/1423 [======>.......................] - ETA: 10:14 - loss: 204.8065 - 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[============================>.] - ETA: 9s - loss: 204.6979 - logits_profile_predictions_loss: 202.9462 - logcount_predictions_loss: 0.6487  1407/1423 [============================>.] - ETA: 9s - loss: 204.6976 - logits_profile_predictions_loss: 202.9459 - logcount_predictions_loss: 0.6487 1408/1423 [============================>.] - ETA: 8s - loss: 204.6974 - logits_profile_predictions_loss: 202.9457 - logcount_predictions_loss: 0.6487 1409/1423 [============================>.] - ETA: 7s - loss: 204.6971 - logits_profile_predictions_loss: 202.9455 - logcount_predictions_loss: 0.6487 1410/1423 [============================>.] - ETA: 7s - loss: 204.6968 - logits_profile_predictions_loss: 202.9452 - logcount_predictions_loss: 0.6487 1411/1423 [============================>.] - ETA: 6s - loss: 204.6966 - logits_profile_predictions_loss: 202.9449 - logcount_predictions_loss: 0.6487 1412/1423 [============================>.] - ETA: 6s - loss: 204.6963 - logits_profile_predictions_loss: 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[..............................] - ETA: 13:15 - loss: 209.1753 - logits_profile_predictions_loss: 207.7838 - logcount_predictions_loss: 0.5154 15/1423 [..............................] - ETA: 13:14 - loss: 208.7663 - logits_profile_predictions_loss: 207.3662 - logcount_predictions_loss: 0.5186 16/1423 [..............................] - ETA: 13:13 - loss: 208.5773 - logits_profile_predictions_loss: 207.1653 - logcount_predictions_loss: 0.5230 17/1423 [..............................] - ETA: 13:13 - loss: 208.3444 - logits_profile_predictions_loss: 206.9221 - logcount_predictions_loss: 0.5268 18/1423 [..............................] - ETA: 13:12 - loss: 208.0643 - logits_profile_predictions_loss: 206.6321 - logcount_predictions_loss: 0.5304 19/1423 [..............................] - ETA: 13:12 - loss: 207.8236 - logits_profile_predictions_loss: 206.3833 - logcount_predictions_loss: 0.5334 20/1423 [..............................] - ETA: 13:11 - loss: 207.6112 - 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[..............................] - ETA: 13:07 - loss: 205.6851 - logits_profile_predictions_loss: 204.2027 - logcount_predictions_loss: 0.5490 28/1423 [..............................] - ETA: 13:07 - loss: 205.5588 - logits_profile_predictions_loss: 204.0722 - logcount_predictions_loss: 0.5506 29/1423 [..............................] - ETA: 13:06 - loss: 205.4069 - logits_profile_predictions_loss: 203.9165 - logcount_predictions_loss: 0.5520 30/1423 [..............................] - ETA: 13:06 - loss: 205.2650 - logits_profile_predictions_loss: 203.7707 - logcount_predictions_loss: 0.5535 31/1423 [..............................] - ETA: 13:05 - loss: 205.1283 - logits_profile_predictions_loss: 203.6297 - logcount_predictions_loss: 0.5550 32/1423 [..............................] - ETA: 13:04 - loss: 205.0266 - logits_profile_predictions_loss: 203.5237 - logcount_predictions_loss: 0.5566 33/1423 [..............................] - ETA: 13:04 - loss: 204.9320 - 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[..............................] - ETA: 13:00 - loss: 204.4702 - logits_profile_predictions_loss: 202.9336 - logcount_predictions_loss: 0.5691 41/1423 [..............................] - ETA: 12:59 - loss: 204.4054 - logits_profile_predictions_loss: 202.8654 - logcount_predictions_loss: 0.5704 42/1423 [..............................] - ETA: 12:59 - loss: 204.3259 - logits_profile_predictions_loss: 202.7831 - logcount_predictions_loss: 0.5714 43/1423 [..............................] - ETA: 12:58 - loss: 204.2464 - logits_profile_predictions_loss: 202.7009 - logcount_predictions_loss: 0.5724 44/1423 [..............................] - ETA: 12:58 - loss: 204.1562 - logits_profile_predictions_loss: 202.6078 - logcount_predictions_loss: 0.5735 45/1423 [..............................] - ETA: 12:57 - loss: 204.0535 - logits_profile_predictions_loss: 202.5025 - logcount_predictions_loss: 0.5745 46/1423 [..............................] - ETA: 12:57 - loss: 203.9897 - 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[==>...........................] - ETA: 11:40 - loss: 198.2031 - logits_profile_predictions_loss: 196.5853 - logcount_predictions_loss: 0.5992 183/1423 [==>...........................] - ETA: 11:40 - loss: 198.2021 - logits_profile_predictions_loss: 196.5843 - logcount_predictions_loss: 0.5992 184/1423 [==>...........................] - ETA: 11:39 - loss: 198.2012 - logits_profile_predictions_loss: 196.5834 - logcount_predictions_loss: 0.5992 185/1423 [==>...........................] - ETA: 11:39 - loss: 198.2007 - logits_profile_predictions_loss: 196.5829 - logcount_predictions_loss: 0.5992 186/1423 [==>...........................] - ETA: 11:38 - loss: 198.2005 - logits_profile_predictions_loss: 196.5827 - logcount_predictions_loss: 0.5992 187/1423 [==>...........................] - ETA: 11:37 - loss: 198.2001 - logits_profile_predictions_loss: 196.5823 - logcount_predictions_loss: 0.5992 188/1423 [==>...........................] - ETA: 11:37 - loss: 198.2005 - logits_profile_predictions_loss: 196.5827 - logcount_predictions_loss: 0.5992 189/1423 [==>...........................] - ETA: 11:36 - loss: 198.2019 - logits_profile_predictions_loss: 196.5842 - logcount_predictions_loss: 0.5992 190/1423 [===>..........................] - ETA: 11:36 - loss: 198.2027 - logits_profile_predictions_loss: 196.5850 - logcount_predictions_loss: 0.5992 191/1423 [===>..........................] - ETA: 11:35 - loss: 198.2039 - logits_profile_predictions_loss: 196.5862 - logcount_predictions_loss: 0.5992 192/1423 [===>..........................] - ETA: 11:35 - loss: 198.2049 - logits_profile_predictions_loss: 196.5872 - logcount_predictions_loss: 0.5992 193/1423 [===>..........................] - ETA: 11:34 - loss: 198.2062 - logits_profile_predictions_loss: 196.5886 - logcount_predictions_loss: 0.5991 194/1423 [===>..........................] - ETA: 11:33 - loss: 198.2078 - logits_profile_predictions_loss: 196.5901 - logcount_predictions_loss: 0.5991 195/1423 [===>..........................] - ETA: 11:33 - loss: 198.2094 - logits_profile_predictions_loss: 196.5919 - logcount_predictions_loss: 0.5991 196/1423 [===>..........................] - ETA: 11:32 - loss: 198.2118 - logits_profile_predictions_loss: 196.5943 - logcount_predictions_loss: 0.5991 197/1423 [===>..........................] - ETA: 11:32 - loss: 198.2144 - logits_profile_predictions_loss: 196.5968 - logcount_predictions_loss: 0.5991 198/1423 [===>..........................] - ETA: 11:31 - loss: 198.2171 - logits_profile_predictions_loss: 196.5996 - logcount_predictions_loss: 0.5991 199/1423 [===>..........................] - ETA: 11:31 - loss: 198.2193 - logits_profile_predictions_loss: 196.6018 - logcount_predictions_loss: 0.5991 200/1423 [===>..........................] - ETA: 11:30 - loss: 198.2202 - logits_profile_predictions_loss: 196.6028 - logcount_predictions_loss: 0.5991 201/1423 [===>..........................] - ETA: 11:30 - loss: 198.2213 - logits_profile_predictions_loss: 196.6039 - logcount_predictions_loss: 0.5991 202/1423 [===>..........................] - ETA: 11:29 - loss: 198.2229 - logits_profile_predictions_loss: 196.6055 - logcount_predictions_loss: 0.5991 203/1423 [===>..........................] - ETA: 11:28 - loss: 198.2244 - logits_profile_predictions_loss: 196.6070 - logcount_predictions_loss: 0.5990 204/1423 [===>..........................] - ETA: 11:28 - loss: 198.2261 - logits_profile_predictions_loss: 196.6088 - logcount_predictions_loss: 0.5990 205/1423 [===>..........................] - ETA: 11:27 - loss: 198.2270 - logits_profile_predictions_loss: 196.6097 - logcount_predictions_loss: 0.5990 206/1423 [===>..........................] - ETA: 11:27 - loss: 198.2270 - logits_profile_predictions_loss: 196.6097 - logcount_predictions_loss: 0.5990 207/1423 [===>..........................] - ETA: 11:26 - loss: 198.2270 - logits_profile_predictions_loss: 196.6097 - logcount_predictions_loss: 0.5990 208/1423 [===>..........................] - ETA: 11:26 - loss: 198.2263 - logits_profile_predictions_loss: 196.6091 - logcount_predictions_loss: 0.5990 209/1423 [===>..........................] - ETA: 11:25 - loss: 198.2257 - logits_profile_predictions_loss: 196.6085 - logcount_predictions_loss: 0.5990 210/1423 [===>..........................] - ETA: 11:24 - loss: 198.2253 - logits_profile_predictions_loss: 196.6082 - logcount_predictions_loss: 0.5990 211/1423 [===>..........................] - ETA: 11:24 - loss: 198.2251 - logits_profile_predictions_loss: 196.6080 - logcount_predictions_loss: 0.5989 212/1423 [===>..........................] - ETA: 11:23 - loss: 198.2243 - logits_profile_predictions_loss: 196.6072 - logcount_predictions_loss: 0.5989 213/1423 [===>..........................] - ETA: 11:23 - loss: 198.2246 - logits_profile_predictions_loss: 196.6076 - logcount_predictions_loss: 0.5989 214/1423 [===>..........................] - ETA: 11:22 - loss: 198.2258 - logits_profile_predictions_loss: 196.6088 - logcount_predictions_loss: 0.5989 215/1423 [===>..........................] - ETA: 11:22 - loss: 198.2272 - logits_profile_predictions_loss: 196.6103 - logcount_predictions_loss: 0.5989 216/1423 [===>..........................] - ETA: 11:21 - loss: 198.2286 - logits_profile_predictions_loss: 196.6118 - logcount_predictions_loss: 0.5988 217/1423 [===>..........................] - ETA: 11:21 - loss: 198.2311 - logits_profile_predictions_loss: 196.6143 - logcount_predictions_loss: 0.5988 218/1423 [===>..........................] - ETA: 11:20 - loss: 198.2348 - logits_profile_predictions_loss: 196.6180 - logcount_predictions_loss: 0.5988 219/1423 [===>..........................] - ETA: 11:19 - loss: 198.2381 - logits_profile_predictions_loss: 196.6214 - logcount_predictions_loss: 0.5988 220/1423 [===>..........................] - ETA: 11:19 - loss: 198.2426 - logits_profile_predictions_loss: 196.6259 - logcount_predictions_loss: 0.5988 221/1423 [===>..........................] - ETA: 11:18 - loss: 198.2479 - logits_profile_predictions_loss: 196.6313 - logcount_predictions_loss: 0.5988 222/1423 [===>..........................] - ETA: 11:18 - loss: 198.2523 - logits_profile_predictions_loss: 196.6357 - logcount_predictions_loss: 0.5987 223/1423 [===>..........................] - ETA: 11:17 - loss: 198.2559 - logits_profile_predictions_loss: 196.6394 - logcount_predictions_loss: 0.5987 224/1423 [===>..........................] - ETA: 11:17 - loss: 198.2588 - logits_profile_predictions_loss: 196.6423 - logcount_predictions_loss: 0.5987 225/1423 [===>..........................] - ETA: 11:16 - loss: 198.2612 - logits_profile_predictions_loss: 196.6448 - logcount_predictions_loss: 0.5987 226/1423 [===>..........................] - ETA: 11:15 - loss: 198.2634 - logits_profile_predictions_loss: 196.6471 - logcount_predictions_loss: 0.5987 227/1423 [===>..........................] - ETA: 11:15 - loss: 198.2660 - logits_profile_predictions_loss: 196.6497 - logcount_predictions_loss: 0.5986 228/1423 [===>..........................] - ETA: 11:14 - loss: 198.2680 - logits_profile_predictions_loss: 196.6518 - logcount_predictions_loss: 0.5986 229/1423 [===>..........................] - ETA: 11:14 - loss: 198.2686 - logits_profile_predictions_loss: 196.6524 - logcount_predictions_loss: 0.5986 230/1423 [===>..........................] - ETA: 11:13 - loss: 198.2685 - logits_profile_predictions_loss: 196.6524 - logcount_predictions_loss: 0.5986 231/1423 [===>..........................] - ETA: 11:13 - loss: 198.2693 - logits_profile_predictions_loss: 196.6532 - logcount_predictions_loss: 0.5986 232/1423 [===>..........................] - ETA: 11:12 - loss: 198.2705 - logits_profile_predictions_loss: 196.6545 - logcount_predictions_loss: 0.5985 233/1423 [===>..........................] - ETA: 11:12 - loss: 198.2722 - logits_profile_predictions_loss: 196.6562 - logcount_predictions_loss: 0.5985 234/1423 [===>..........................] - ETA: 11:11 - loss: 198.2736 - logits_profile_predictions_loss: 196.6577 - logcount_predictions_loss: 0.5985 235/1423 [===>..........................] - ETA: 11:10 - loss: 198.2754 - logits_profile_predictions_loss: 196.6595 - logcount_predictions_loss: 0.5985 236/1423 [===>..........................] - ETA: 11:10 - loss: 198.2774 - logits_profile_predictions_loss: 196.6616 - logcount_predictions_loss: 0.5984 237/1423 [===>..........................] - ETA: 11:09 - loss: 198.2788 - logits_profile_predictions_loss: 196.6631 - logcount_predictions_loss: 0.5984 238/1423 [====>.........................] - ETA: 11:09 - loss: 198.2794 - logits_profile_predictions_loss: 196.6638 - logcount_predictions_loss: 0.5984 239/1423 [====>.........................] - ETA: 11:08 - loss: 198.2805 - logits_profile_predictions_loss: 196.6649 - logcount_predictions_loss: 0.5984 240/1423 [====>.........................] - ETA: 11:08 - loss: 198.2807 - logits_profile_predictions_loss: 196.6652 - logcount_predictions_loss: 0.5984 241/1423 [====>.........................] - ETA: 11:07 - loss: 198.2803 - logits_profile_predictions_loss: 196.6648 - logcount_predictions_loss: 0.5983 242/1423 [====>.........................] - ETA: 11:06 - loss: 198.2805 - logits_profile_predictions_loss: 196.6651 - logcount_predictions_loss: 0.5983 243/1423 [====>.........................] - ETA: 11:06 - loss: 198.2805 - logits_profile_predictions_loss: 196.6651 - logcount_predictions_loss: 0.5983 244/1423 [====>.........................] - ETA: 11:05 - loss: 198.2802 - logits_profile_predictions_loss: 196.6649 - logcount_predictions_loss: 0.5982 245/1423 [====>.........................] - ETA: 11:05 - loss: 198.2794 - logits_profile_predictions_loss: 196.6642 - logcount_predictions_loss: 0.5982 246/1423 [====>.........................] - ETA: 11:04 - loss: 198.2791 - logits_profile_predictions_loss: 196.6640 - logcount_predictions_loss: 0.5982 247/1423 [====>.........................] - ETA: 11:04 - loss: 198.2788 - logits_profile_predictions_loss: 196.6638 - logcount_predictions_loss: 0.5982 248/1423 [====>.........................] - ETA: 11:03 - loss: 198.2780 - logits_profile_predictions_loss: 196.6630 - logcount_predictions_loss: 0.5981 249/1423 [====>.........................] - ETA: 11:03 - loss: 198.2767 - logits_profile_predictions_loss: 196.6618 - logcount_predictions_loss: 0.5981 250/1423 [====>.........................] - ETA: 11:02 - loss: 198.2753 - logits_profile_predictions_loss: 196.6605 - logcount_predictions_loss: 0.5981 251/1423 [====>.........................] - ETA: 11:01 - loss: 198.2742 - logits_profile_predictions_loss: 196.6595 - logcount_predictions_loss: 0.5981 252/1423 [====>.........................] - ETA: 11:01 - loss: 198.2737 - logits_profile_predictions_loss: 196.6590 - logcount_predictions_loss: 0.5980 253/1423 [====>.........................] - ETA: 11:00 - loss: 198.2725 - logits_profile_predictions_loss: 196.6579 - logcount_predictions_loss: 0.5980 254/1423 [====>.........................] - ETA: 11:00 - loss: 198.2714 - logits_profile_predictions_loss: 196.6568 - logcount_predictions_loss: 0.5980 255/1423 [====>.........................] - ETA: 10:59 - loss: 198.2699 - logits_profile_predictions_loss: 196.6554 - logcount_predictions_loss: 0.5980 256/1423 [====>.........................] - ETA: 10:59 - loss: 198.2683 - logits_profile_predictions_loss: 196.6539 - logcount_predictions_loss: 0.5979 257/1423 [====>.........................] - ETA: 10:58 - loss: 198.2662 - logits_profile_predictions_loss: 196.6519 - logcount_predictions_loss: 0.5979 258/1423 [====>.........................] - ETA: 10:57 - loss: 198.2637 - logits_profile_predictions_loss: 196.6494 - logcount_predictions_loss: 0.5979 259/1423 [====>.........................] - ETA: 10:57 - loss: 198.2615 - logits_profile_predictions_loss: 196.6473 - logcount_predictions_loss: 0.5979 260/1423 [====>.........................] - ETA: 10:56 - loss: 198.2597 - logits_profile_predictions_loss: 196.6455 - logcount_predictions_loss: 0.5978 261/1423 [====>.........................] - ETA: 10:56 - loss: 198.2579 - logits_profile_predictions_loss: 196.6438 - logcount_predictions_loss: 0.5978 262/1423 [====>.........................] - ETA: 10:55 - loss: 198.2559 - logits_profile_predictions_loss: 196.6419 - logcount_predictions_loss: 0.5978 263/1423 [====>.........................] - ETA: 10:55 - loss: 198.2539 - logits_profile_predictions_loss: 196.6400 - logcount_predictions_loss: 0.5978 264/1423 [====>.........................] - ETA: 10:54 - loss: 198.2519 - logits_profile_predictions_loss: 196.6380 - logcount_predictions_loss: 0.5977 265/1423 [====>.........................] - ETA: 10:54 - loss: 198.2502 - logits_profile_predictions_loss: 196.6364 - logcount_predictions_loss: 0.5977 266/1423 [====>.........................] - ETA: 10:53 - loss: 198.2486 - logits_profile_predictions_loss: 196.6349 - logcount_predictions_loss: 0.5977 267/1423 [====>.........................] - ETA: 10:52 - loss: 198.2469 - logits_profile_predictions_loss: 196.6333 - logcount_predictions_loss: 0.5976 268/1423 [====>.........................] - ETA: 10:52 - loss: 198.2456 - logits_profile_predictions_loss: 196.6320 - logcount_predictions_loss: 0.5976 269/1423 [====>.........................] - ETA: 10:51 - loss: 198.2446 - logits_profile_predictions_loss: 196.6311 - logcount_predictions_loss: 0.5976 270/1423 [====>.........................] - ETA: 10:51 - loss: 198.2434 - logits_profile_predictions_loss: 196.6299 - logcount_predictions_loss: 0.5976 271/1423 [====>.........................] - ETA: 10:50 - loss: 198.2432 - logits_profile_predictions_loss: 196.6298 - logcount_predictions_loss: 0.5976 272/1423 [====>.........................] - ETA: 10:50 - loss: 198.2431 - logits_profile_predictions_loss: 196.6297 - logcount_predictions_loss: 0.5975 273/1423 [====>.........................] - ETA: 10:49 - loss: 198.2435 - logits_profile_predictions_loss: 196.6302 - logcount_predictions_loss: 0.5975 274/1423 [====>.........................] - ETA: 10:48 - loss: 198.2442 - logits_profile_predictions_loss: 196.6310 - logcount_predictions_loss: 0.5975 275/1423 [====>.........................] - ETA: 10:48 - loss: 198.2446 - logits_profile_predictions_loss: 196.6314 - logcount_predictions_loss: 0.5975 276/1423 [====>.........................] - ETA: 10:47 - loss: 198.2449 - logits_profile_predictions_loss: 196.6318 - logcount_predictions_loss: 0.5975 277/1423 [====>.........................] - ETA: 10:47 - loss: 198.2455 - logits_profile_predictions_loss: 196.6324 - logcount_predictions_loss: 0.5975 278/1423 [====>.........................] - ETA: 10:46 - loss: 198.2463 - logits_profile_predictions_loss: 196.6333 - logcount_predictions_loss: 0.5974 279/1423 [====>.........................] - ETA: 10:46 - loss: 198.2473 - logits_profile_predictions_loss: 196.6343 - logcount_predictions_loss: 0.5974 280/1423 [====>.........................] - ETA: 10:45 - loss: 198.2487 - logits_profile_predictions_loss: 196.6357 - logcount_predictions_loss: 0.5974 281/1423 [====>.........................] - ETA: 10:44 - loss: 198.2502 - logits_profile_predictions_loss: 196.6373 - logcount_predictions_loss: 0.5974 282/1423 [====>.........................] - ETA: 10:44 - loss: 198.2518 - logits_profile_predictions_loss: 196.6389 - logcount_predictions_loss: 0.5974 283/1423 [====>.........................] - ETA: 10:43 - loss: 198.2533 - logits_profile_predictions_loss: 196.6405 - logcount_predictions_loss: 0.5974 284/1423 [====>.........................] - ETA: 10:43 - loss: 198.2550 - logits_profile_predictions_loss: 196.6422 - logcount_predictions_loss: 0.5973 285/1423 [=====>........................] - ETA: 10:42 - loss: 198.2569 - logits_profile_predictions_loss: 196.6441 - logcount_predictions_loss: 0.5973 286/1423 [=====>........................] - ETA: 10:42 - loss: 198.2584 - logits_profile_predictions_loss: 196.6457 - logcount_predictions_loss: 0.5973 287/1423 [=====>........................] - ETA: 10:41 - loss: 198.2595 - logits_profile_predictions_loss: 196.6468 - logcount_predictions_loss: 0.5973 288/1423 [=====>........................] - ETA: 10:41 - loss: 198.2607 - logits_profile_predictions_loss: 196.6481 - logcount_predictions_loss: 0.5973 289/1423 [=====>........................] - ETA: 10:40 - loss: 198.2615 - logits_profile_predictions_loss: 196.6489 - logcount_predictions_loss: 0.5973 290/1423 [=====>........................] - ETA: 10:39 - loss: 198.2627 - logits_profile_predictions_loss: 196.6501 - logcount_predictions_loss: 0.5972 291/1423 [=====>........................] - ETA: 10:39 - loss: 198.2636 - logits_profile_predictions_loss: 196.6511 - logcount_predictions_loss: 0.5972 292/1423 [=====>........................] - ETA: 10:38 - loss: 198.2642 - logits_profile_predictions_loss: 196.6517 - logcount_predictions_loss: 0.5972 293/1423 [=====>........................] - ETA: 10:38 - loss: 198.2644 - logits_profile_predictions_loss: 196.6520 - logcount_predictions_loss: 0.5972 294/1423 [=====>........................] - ETA: 10:37 - loss: 198.2644 - logits_profile_predictions_loss: 196.6520 - logcount_predictions_loss: 0.5972 295/1423 [=====>........................] - ETA: 10:37 - loss: 198.2646 - logits_profile_predictions_loss: 196.6522 - logcount_predictions_loss: 0.5972 296/1423 [=====>........................] - ETA: 10:36 - loss: 198.2652 - logits_profile_predictions_loss: 196.6529 - logcount_predictions_loss: 0.5972 297/1423 [=====>........................] - ETA: 10:35 - loss: 198.2655 - logits_profile_predictions_loss: 196.6532 - logcount_predictions_loss: 0.5971 298/1423 [=====>........................] - ETA: 10:35 - loss: 198.2659 - logits_profile_predictions_loss: 196.6537 - logcount_predictions_loss: 0.5971 299/1423 [=====>........................] - ETA: 10:34 - loss: 198.2662 - logits_profile_predictions_loss: 196.6540 - logcount_predictions_loss: 0.5971 300/1423 [=====>........................] - ETA: 10:34 - loss: 198.2664 - logits_profile_predictions_loss: 196.6542 - logcount_predictions_loss: 0.5971 301/1423 [=====>........................] - ETA: 10:33 - loss: 198.2664 - logits_profile_predictions_loss: 196.6543 - logcount_predictions_loss: 0.5971 302/1423 [=====>........................] - ETA: 10:33 - loss: 198.2673 - logits_profile_predictions_loss: 196.6552 - logcount_predictions_loss: 0.5971 303/1423 [=====>........................] - ETA: 10:32 - loss: 198.2681 - logits_profile_predictions_loss: 196.6561 - logcount_predictions_loss: 0.5971 304/1423 [=====>........................] - ETA: 10:31 - loss: 198.2691 - logits_profile_predictions_loss: 196.6571 - logcount_predictions_loss: 0.5971 305/1423 [=====>........................] - ETA: 10:31 - loss: 198.2702 - 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[=====>........................] - ETA: 10:27 - loss: 198.2813 - logits_profile_predictions_loss: 196.6697 - logcount_predictions_loss: 0.5969 313/1423 [=====>........................] - ETA: 10:26 - loss: 198.2829 - logits_profile_predictions_loss: 196.6712 - logcount_predictions_loss: 0.5969 314/1423 [=====>........................] - ETA: 10:26 - loss: 198.2846 - logits_profile_predictions_loss: 196.6730 - logcount_predictions_loss: 0.5969 315/1423 [=====>........................] - ETA: 10:25 - loss: 198.2868 - logits_profile_predictions_loss: 196.6752 - logcount_predictions_loss: 0.5969 316/1423 [=====>........................] - ETA: 10:25 - loss: 198.2887 - logits_profile_predictions_loss: 196.6772 - logcount_predictions_loss: 0.5969 317/1423 [=====>........................] - ETA: 10:24 - loss: 198.2907 - logits_profile_predictions_loss: 196.6792 - logcount_predictions_loss: 0.5969 318/1423 [=====>........................] - ETA: 10:24 - loss: 198.2931 - 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1423/1423 [==============================] - 833s 585ms/step - loss: 200.2751 - logits_profile_predictions_loss: 198.6504 - logcount_predictions_loss: 0.6017 - val_loss: 204.1138 - val_logits_profile_predictions_loss: 202.5454 - val_logcount_predictions_loss: 0.5809 + +Epoch 00010: val_loss did not improve from 202.07193 +Epoch 11/50 + 1/1423 [..............................] - ETA: 13:49 - loss: 165.3711 - logits_profile_predictions_loss: 163.9394 - logcount_predictions_loss: 0.5303 2/1423 [..............................] - ETA: 13:24 - loss: 176.8840 - logits_profile_predictions_loss: 175.2597 - logcount_predictions_loss: 0.6016 3/1423 [..............................] - ETA: 13:22 - loss: 179.7417 - logits_profile_predictions_loss: 178.1022 - logcount_predictions_loss: 0.6072 4/1423 [..............................] - ETA: 13:21 - loss: 182.6572 - logits_profile_predictions_loss: 181.0084 - logcount_predictions_loss: 0.6107 5/1423 [..............................] - ETA: 13:21 - loss: 185.1357 - logits_profile_predictions_loss: 183.4711 - logcount_predictions_loss: 0.6165 6/1423 [..............................] - ETA: 13:21 - loss: 186.8987 - logits_profile_predictions_loss: 185.2292 - logcount_predictions_loss: 0.6184 7/1423 [..............................] - ETA: 13:20 - loss: 188.8427 - logits_profile_predictions_loss: 187.1570 - logcount_predictions_loss: 0.6243 8/1423 [..............................] - ETA: 13:19 - loss: 190.9269 - logits_profile_predictions_loss: 189.2379 - logcount_predictions_loss: 0.6255 9/1423 [..............................] - ETA: 13:19 - loss: 192.1080 - logits_profile_predictions_loss: 190.4234 - logcount_predictions_loss: 0.6239 10/1423 [..............................] - ETA: 13:18 - loss: 192.9919 - logits_profile_predictions_loss: 191.3114 - logcount_predictions_loss: 0.6224 11/1423 [..............................] - ETA: 13:17 - loss: 193.5689 - logits_profile_predictions_loss: 191.8866 - logcount_predictions_loss: 0.6231 12/1423 [..............................] - ETA: 13:17 - loss: 194.2064 - logits_profile_predictions_loss: 192.5261 - logcount_predictions_loss: 0.6223 13/1423 [..............................] - ETA: 13:16 - loss: 194.9434 - logits_profile_predictions_loss: 193.2648 - logcount_predictions_loss: 0.6217 14/1423 [..............................] - ETA: 13:15 - loss: 195.5970 - logits_profile_predictions_loss: 193.9207 - logcount_predictions_loss: 0.6209 15/1423 [..............................] - ETA: 13:15 - loss: 196.0668 - logits_profile_predictions_loss: 194.3941 - logcount_predictions_loss: 0.6195 16/1423 [..............................] - ETA: 13:14 - loss: 196.4228 - logits_profile_predictions_loss: 194.7548 - logcount_predictions_loss: 0.6178 17/1423 [..............................] - ETA: 13:14 - loss: 196.8389 - logits_profile_predictions_loss: 195.1738 - logcount_predictions_loss: 0.6167 18/1423 [..............................] - ETA: 13:13 - loss: 197.0654 - logits_profile_predictions_loss: 195.4043 - logcount_predictions_loss: 0.6152 19/1423 [..............................] - ETA: 13:12 - loss: 197.1988 - logits_profile_predictions_loss: 195.5419 - logcount_predictions_loss: 0.6137 20/1423 [..............................] - ETA: 13:12 - loss: 197.3868 - logits_profile_predictions_loss: 195.7317 - logcount_predictions_loss: 0.6130 21/1423 [..............................] - ETA: 13:11 - loss: 197.6275 - logits_profile_predictions_loss: 195.9720 - logcount_predictions_loss: 0.6132 22/1423 [..............................] - ETA: 13:11 - loss: 197.8680 - logits_profile_predictions_loss: 196.2122 - logcount_predictions_loss: 0.6132 23/1423 [..............................] - ETA: 13:10 - loss: 198.0546 - logits_profile_predictions_loss: 196.3997 - logcount_predictions_loss: 0.6129 24/1423 [..............................] - ETA: 13:10 - loss: 198.2226 - logits_profile_predictions_loss: 196.5683 - logcount_predictions_loss: 0.6127 25/1423 [..............................] - ETA: 13:09 - loss: 198.2835 - logits_profile_predictions_loss: 196.6307 - logcount_predictions_loss: 0.6121 26/1423 [..............................] - ETA: 13:08 - loss: 198.2353 - logits_profile_predictions_loss: 196.5839 - logcount_predictions_loss: 0.6116 27/1423 [..............................] - ETA: 13:08 - loss: 198.1853 - logits_profile_predictions_loss: 196.5344 - logcount_predictions_loss: 0.6114 28/1423 [..............................] - ETA: 13:07 - loss: 198.1266 - logits_profile_predictions_loss: 196.4756 - logcount_predictions_loss: 0.6115 29/1423 [..............................] - ETA: 13:07 - loss: 198.1028 - logits_profile_predictions_loss: 196.4513 - logcount_predictions_loss: 0.6116 30/1423 [..............................] - ETA: 13:06 - loss: 198.1136 - logits_profile_predictions_loss: 196.4623 - logcount_predictions_loss: 0.6116 31/1423 [..............................] - ETA: 13:06 - loss: 198.1215 - logits_profile_predictions_loss: 196.4708 - logcount_predictions_loss: 0.6113 32/1423 [..............................] - ETA: 13:05 - loss: 198.1745 - logits_profile_predictions_loss: 196.5245 - logcount_predictions_loss: 0.6111 33/1423 [..............................] - ETA: 13:04 - loss: 198.2677 - logits_profile_predictions_loss: 196.6183 - logcount_predictions_loss: 0.6109 34/1423 [..............................] - ETA: 13:04 - loss: 198.3052 - logits_profile_predictions_loss: 196.6569 - logcount_predictions_loss: 0.6105 35/1423 [..............................] - ETA: 13:03 - loss: 198.3938 - logits_profile_predictions_loss: 196.7464 - logcount_predictions_loss: 0.6101 36/1423 [..............................] - ETA: 13:03 - loss: 198.4874 - logits_profile_predictions_loss: 196.8407 - logcount_predictions_loss: 0.6099 37/1423 [..............................] - ETA: 13:02 - loss: 198.5603 - logits_profile_predictions_loss: 196.9142 - logcount_predictions_loss: 0.6097 38/1423 [..............................] - ETA: 13:02 - loss: 198.6203 - logits_profile_predictions_loss: 196.9745 - logcount_predictions_loss: 0.6096 39/1423 [..............................] - ETA: 13:01 - loss: 198.6777 - logits_profile_predictions_loss: 197.0323 - logcount_predictions_loss: 0.6094 40/1423 [..............................] - ETA: 13:01 - loss: 198.7195 - logits_profile_predictions_loss: 197.0746 - logcount_predictions_loss: 0.6092 41/1423 [..............................] - ETA: 13:00 - loss: 198.7628 - logits_profile_predictions_loss: 197.1184 - logcount_predictions_loss: 0.6090 42/1423 [..............................] - ETA: 12:59 - loss: 198.7761 - logits_profile_predictions_loss: 197.1324 - logcount_predictions_loss: 0.6088 43/1423 [..............................] - ETA: 12:59 - loss: 198.7737 - logits_profile_predictions_loss: 197.1308 - logcount_predictions_loss: 0.6085 44/1423 [..............................] - ETA: 12:58 - loss: 198.7677 - logits_profile_predictions_loss: 197.1259 - logcount_predictions_loss: 0.6081 45/1423 [..............................] - ETA: 12:58 - loss: 198.7567 - logits_profile_predictions_loss: 197.1159 - logcount_predictions_loss: 0.6077 46/1423 [..............................] - ETA: 12:57 - loss: 198.7529 - logits_profile_predictions_loss: 197.1131 - logcount_predictions_loss: 0.6073 47/1423 [..............................] - ETA: 12:57 - loss: 198.7604 - logits_profile_predictions_loss: 197.1216 - logcount_predictions_loss: 0.6070 48/1423 [>.............................] - ETA: 12:56 - loss: 198.7646 - logits_profile_predictions_loss: 197.1267 - logcount_predictions_loss: 0.6066 49/1423 [>.............................] - ETA: 12:55 - loss: 198.7659 - logits_profile_predictions_loss: 197.1289 - logcount_predictions_loss: 0.6063 50/1423 [>.............................] - ETA: 12:55 - loss: 198.7757 - logits_profile_predictions_loss: 197.1395 - logcount_predictions_loss: 0.6060 51/1423 [>.............................] - ETA: 12:54 - loss: 198.7926 - logits_profile_predictions_loss: 197.1571 - logcount_predictions_loss: 0.6057 52/1423 [>.............................] - ETA: 12:54 - loss: 198.8169 - logits_profile_predictions_loss: 197.1823 - logcount_predictions_loss: 0.6054 53/1423 [>.............................] - ETA: 12:53 - loss: 198.8435 - logits_profile_predictions_loss: 197.2097 - logcount_predictions_loss: 0.6051 54/1423 [>.............................] - ETA: 12:53 - loss: 198.8777 - logits_profile_predictions_loss: 197.2446 - logcount_predictions_loss: 0.6048 55/1423 [>.............................] - ETA: 12:52 - loss: 198.9022 - logits_profile_predictions_loss: 197.2698 - logcount_predictions_loss: 0.6046 56/1423 [>.............................] - ETA: 12:51 - loss: 198.9162 - logits_profile_predictions_loss: 197.2843 - logcount_predictions_loss: 0.6044 57/1423 [>.............................] - ETA: 12:51 - loss: 198.9262 - logits_profile_predictions_loss: 197.2948 - logcount_predictions_loss: 0.6042 58/1423 [>.............................] - ETA: 12:50 - loss: 198.9215 - logits_profile_predictions_loss: 197.2906 - logcount_predictions_loss: 0.6040 59/1423 [>.............................] - ETA: 12:50 - loss: 198.9172 - logits_profile_predictions_loss: 197.2867 - logcount_predictions_loss: 0.6039 60/1423 [>.............................] - ETA: 12:49 - loss: 198.9282 - logits_profile_predictions_loss: 197.2982 - logcount_predictions_loss: 0.6037 61/1423 [>.............................] - ETA: 12:49 - loss: 198.9386 - logits_profile_predictions_loss: 197.3090 - logcount_predictions_loss: 0.6035 62/1423 [>.............................] - ETA: 12:48 - loss: 198.9505 - logits_profile_predictions_loss: 197.3214 - logcount_predictions_loss: 0.6034 63/1423 [>.............................] - ETA: 12:47 - loss: 198.9747 - logits_profile_predictions_loss: 197.3460 - logcount_predictions_loss: 0.6032 64/1423 [>.............................] - ETA: 12:47 - loss: 199.0090 - logits_profile_predictions_loss: 197.3808 - logcount_predictions_loss: 0.6030 65/1423 [>.............................] - ETA: 12:46 - loss: 199.0366 - logits_profile_predictions_loss: 197.4088 - logcount_predictions_loss: 0.6029 66/1423 [>.............................] - ETA: 12:46 - loss: 199.0602 - logits_profile_predictions_loss: 197.4329 - logcount_predictions_loss: 0.6027 67/1423 [>.............................] - ETA: 12:45 - loss: 199.0788 - logits_profile_predictions_loss: 197.4519 - logcount_predictions_loss: 0.6026 68/1423 [>.............................] - ETA: 12:45 - loss: 199.0956 - logits_profile_predictions_loss: 197.4692 - logcount_predictions_loss: 0.6024 69/1423 [>.............................] - ETA: 12:44 - loss: 199.1153 - logits_profile_predictions_loss: 197.4894 - logcount_predictions_loss: 0.6022 70/1423 [>.............................] - ETA: 12:43 - loss: 199.1357 - logits_profile_predictions_loss: 197.5102 - logcount_predictions_loss: 0.6020 71/1423 [>.............................] - ETA: 12:43 - loss: 199.1637 - logits_profile_predictions_loss: 197.5388 - logcount_predictions_loss: 0.6018 72/1423 [>.............................] - ETA: 12:42 - loss: 199.1869 - logits_profile_predictions_loss: 197.5624 - logcount_predictions_loss: 0.6017 73/1423 [>.............................] - ETA: 12:42 - loss: 199.2150 - logits_profile_predictions_loss: 197.5910 - logcount_predictions_loss: 0.6015 74/1423 [>.............................] - ETA: 12:41 - loss: 199.2413 - logits_profile_predictions_loss: 197.6179 - logcount_predictions_loss: 0.6013 75/1423 [>.............................] - ETA: 12:41 - loss: 199.2713 - logits_profile_predictions_loss: 197.6483 - logcount_predictions_loss: 0.6011 76/1423 [>.............................] - ETA: 12:40 - loss: 199.3064 - logits_profile_predictions_loss: 197.6840 - logcount_predictions_loss: 0.6009 77/1423 [>.............................] - ETA: 12:40 - loss: 199.3432 - logits_profile_predictions_loss: 197.7213 - logcount_predictions_loss: 0.6007 78/1423 [>.............................] - ETA: 12:39 - loss: 199.3766 - logits_profile_predictions_loss: 197.7552 - logcount_predictions_loss: 0.6005 79/1423 [>.............................] - ETA: 12:38 - loss: 199.4063 - logits_profile_predictions_loss: 197.7854 - logcount_predictions_loss: 0.6003 80/1423 [>.............................] - ETA: 12:38 - loss: 199.4339 - logits_profile_predictions_loss: 197.8135 - logcount_predictions_loss: 0.6002 81/1423 [>.............................] - ETA: 12:37 - loss: 199.4572 - logits_profile_predictions_loss: 197.8372 - logcount_predictions_loss: 0.6000 82/1423 [>.............................] - ETA: 12:37 - loss: 199.4783 - logits_profile_predictions_loss: 197.8589 - logcount_predictions_loss: 0.5998 83/1423 [>.............................] - ETA: 12:36 - loss: 199.4964 - logits_profile_predictions_loss: 197.8775 - logcount_predictions_loss: 0.5996 84/1423 [>.............................] - ETA: 12:36 - loss: 199.5091 - logits_profile_predictions_loss: 197.8906 - logcount_predictions_loss: 0.5994 85/1423 [>.............................] - ETA: 12:35 - loss: 199.5189 - logits_profile_predictions_loss: 197.9009 - logcount_predictions_loss: 0.5992 86/1423 [>.............................] - ETA: 12:34 - loss: 199.5270 - logits_profile_predictions_loss: 197.9095 - logcount_predictions_loss: 0.5991 87/1423 [>.............................] - ETA: 12:34 - loss: 199.5321 - logits_profile_predictions_loss: 197.9150 - logcount_predictions_loss: 0.5989 88/1423 [>.............................] - ETA: 12:33 - loss: 199.5366 - logits_profile_predictions_loss: 197.9201 - logcount_predictions_loss: 0.5987 89/1423 [>.............................] - ETA: 12:33 - loss: 199.5415 - logits_profile_predictions_loss: 197.9254 - logcount_predictions_loss: 0.5985 90/1423 [>.............................] - ETA: 12:32 - loss: 199.5426 - logits_profile_predictions_loss: 197.9270 - logcount_predictions_loss: 0.5983 91/1423 [>.............................] - ETA: 12:32 - loss: 199.5410 - logits_profile_predictions_loss: 197.9260 - logcount_predictions_loss: 0.5981 92/1423 [>.............................] - ETA: 12:31 - loss: 199.5403 - logits_profile_predictions_loss: 197.9260 - logcount_predictions_loss: 0.5979 93/1423 [>.............................] - ETA: 12:31 - loss: 199.5385 - logits_profile_predictions_loss: 197.9248 - logcount_predictions_loss: 0.5977 94/1423 [>.............................] - ETA: 12:30 - loss: 199.5346 - logits_profile_predictions_loss: 197.9215 - logcount_predictions_loss: 0.5974 95/1423 [=>............................] - ETA: 12:29 - loss: 199.5311 - logits_profile_predictions_loss: 197.9186 - logcount_predictions_loss: 0.5972 96/1423 [=>............................] - ETA: 12:29 - loss: 199.5293 - logits_profile_predictions_loss: 197.9175 - logcount_predictions_loss: 0.5970 97/1423 [=>............................] - ETA: 12:28 - loss: 199.5274 - logits_profile_predictions_loss: 197.9163 - logcount_predictions_loss: 0.5967 98/1423 [=>............................] - ETA: 12:28 - loss: 199.5219 - logits_profile_predictions_loss: 197.9115 - logcount_predictions_loss: 0.5965 99/1423 [=>............................] - ETA: 12:27 - loss: 199.5158 - logits_profile_predictions_loss: 197.9060 - logcount_predictions_loss: 0.5962 100/1423 [=>............................] - ETA: 12:27 - loss: 199.5073 - logits_profile_predictions_loss: 197.8982 - logcount_predictions_loss: 0.5960 101/1423 [=>............................] - ETA: 12:26 - loss: 199.4997 - logits_profile_predictions_loss: 197.8912 - logcount_predictions_loss: 0.5957 102/1423 [=>............................] - ETA: 12:26 - loss: 199.4948 - logits_profile_predictions_loss: 197.8870 - logcount_predictions_loss: 0.5955 103/1423 [=>............................] - ETA: 12:25 - loss: 199.4890 - logits_profile_predictions_loss: 197.8817 - logcount_predictions_loss: 0.5953 104/1423 [=>............................] - ETA: 12:24 - loss: 199.4800 - logits_profile_predictions_loss: 197.8734 - logcount_predictions_loss: 0.5950 105/1423 [=>............................] - ETA: 12:24 - loss: 199.4707 - logits_profile_predictions_loss: 197.8647 - logcount_predictions_loss: 0.5948 106/1423 [=>............................] - ETA: 12:23 - loss: 199.4629 - logits_profile_predictions_loss: 197.8575 - logcount_predictions_loss: 0.5946 107/1423 [=>............................] - ETA: 12:23 - loss: 199.4540 - logits_profile_predictions_loss: 197.8493 - logcount_predictions_loss: 0.5944 108/1423 [=>............................] - ETA: 12:22 - loss: 199.4481 - logits_profile_predictions_loss: 197.8439 - logcount_predictions_loss: 0.5941 109/1423 [=>............................] - ETA: 12:22 - loss: 199.4436 - logits_profile_predictions_loss: 197.8402 - logcount_predictions_loss: 0.5939 110/1423 [=>............................] - ETA: 12:21 - loss: 199.4384 - logits_profile_predictions_loss: 197.8355 - logcount_predictions_loss: 0.5937 111/1423 [=>............................] - ETA: 12:20 - loss: 199.4313 - logits_profile_predictions_loss: 197.8291 - logcount_predictions_loss: 0.5934 112/1423 [=>............................] - ETA: 12:20 - loss: 199.4223 - logits_profile_predictions_loss: 197.8208 - logcount_predictions_loss: 0.5932 113/1423 [=>............................] - ETA: 12:19 - loss: 199.4161 - logits_profile_predictions_loss: 197.8152 - logcount_predictions_loss: 0.5929 114/1423 [=>............................] - ETA: 12:19 - loss: 199.4077 - logits_profile_predictions_loss: 197.8075 - logcount_predictions_loss: 0.5927 115/1423 [=>............................] - ETA: 12:18 - loss: 199.4013 - logits_profile_predictions_loss: 197.8017 - logcount_predictions_loss: 0.5924 116/1423 [=>............................] - ETA: 12:18 - loss: 199.3952 - logits_profile_predictions_loss: 197.7963 - logcount_predictions_loss: 0.5922 117/1423 [=>............................] - ETA: 12:17 - loss: 199.3906 - logits_profile_predictions_loss: 197.7924 - logcount_predictions_loss: 0.5919 118/1423 [=>............................] - ETA: 12:16 - loss: 199.3886 - logits_profile_predictions_loss: 197.7911 - logcount_predictions_loss: 0.5917 119/1423 [=>............................] - ETA: 12:16 - loss: 199.3881 - logits_profile_predictions_loss: 197.7912 - logcount_predictions_loss: 0.5915 120/1423 [=>............................] - ETA: 12:15 - loss: 199.3889 - logits_profile_predictions_loss: 197.7926 - logcount_predictions_loss: 0.5912 121/1423 [=>............................] - ETA: 12:15 - loss: 199.3902 - logits_profile_predictions_loss: 197.7945 - logcount_predictions_loss: 0.5910 122/1423 [=>............................] - ETA: 12:14 - loss: 199.3911 - logits_profile_predictions_loss: 197.7959 - logcount_predictions_loss: 0.5908 123/1423 [=>............................] - ETA: 12:14 - loss: 199.3919 - logits_profile_predictions_loss: 197.7973 - logcount_predictions_loss: 0.5906 124/1423 [=>............................] - ETA: 12:13 - loss: 199.3914 - logits_profile_predictions_loss: 197.7973 - logcount_predictions_loss: 0.5904 125/1423 [=>............................] - ETA: 12:13 - loss: 199.3905 - logits_profile_predictions_loss: 197.7969 - logcount_predictions_loss: 0.5902 126/1423 [=>............................] - ETA: 12:12 - loss: 199.3916 - logits_profile_predictions_loss: 197.7985 - logcount_predictions_loss: 0.5901 127/1423 [=>............................] - ETA: 12:11 - loss: 199.3932 - logits_profile_predictions_loss: 197.8004 - logcount_predictions_loss: 0.5899 128/1423 [=>............................] - ETA: 12:11 - loss: 199.3952 - logits_profile_predictions_loss: 197.8029 - logcount_predictions_loss: 0.5898 129/1423 [=>............................] - ETA: 12:10 - loss: 199.3971 - logits_profile_predictions_loss: 197.8051 - logcount_predictions_loss: 0.5896 130/1423 [=>............................] - ETA: 12:10 - loss: 199.3982 - logits_profile_predictions_loss: 197.8066 - logcount_predictions_loss: 0.5895 131/1423 [=>............................] - ETA: 12:09 - loss: 199.3996 - logits_profile_predictions_loss: 197.8084 - logcount_predictions_loss: 0.5893 132/1423 [=>............................] - ETA: 12:09 - loss: 199.4020 - logits_profile_predictions_loss: 197.8113 - logcount_predictions_loss: 0.5892 133/1423 [=>............................] - ETA: 12:08 - loss: 199.4031 - logits_profile_predictions_loss: 197.8127 - logcount_predictions_loss: 0.5890 134/1423 [=>............................] - ETA: 12:07 - loss: 199.4028 - logits_profile_predictions_loss: 197.8129 - logcount_predictions_loss: 0.5889 135/1423 [=>............................] - ETA: 12:07 - loss: 199.4029 - logits_profile_predictions_loss: 197.8134 - logcount_predictions_loss: 0.5887 136/1423 [=>............................] - ETA: 12:06 - loss: 199.4023 - logits_profile_predictions_loss: 197.8132 - logcount_predictions_loss: 0.5886 137/1423 [=>............................] - ETA: 12:06 - loss: 199.4006 - logits_profile_predictions_loss: 197.8119 - logcount_predictions_loss: 0.5884 138/1423 [=>............................] - ETA: 12:05 - loss: 199.3991 - logits_profile_predictions_loss: 197.8108 - logcount_predictions_loss: 0.5883 139/1423 [=>............................] - ETA: 12:05 - loss: 199.3980 - logits_profile_predictions_loss: 197.8101 - logcount_predictions_loss: 0.5881 140/1423 [=>............................] - ETA: 12:04 - loss: 199.3966 - logits_profile_predictions_loss: 197.8091 - logcount_predictions_loss: 0.5880 141/1423 [=>............................] - ETA: 12:04 - loss: 199.3955 - logits_profile_predictions_loss: 197.8084 - logcount_predictions_loss: 0.5878 142/1423 [=>............................] - ETA: 12:03 - loss: 199.3944 - logits_profile_predictions_loss: 197.8077 - logcount_predictions_loss: 0.5877 143/1423 [==>...........................] - ETA: 12:02 - loss: 199.3950 - logits_profile_predictions_loss: 197.8087 - logcount_predictions_loss: 0.5875 144/1423 [==>...........................] - ETA: 12:02 - loss: 199.3959 - logits_profile_predictions_loss: 197.8099 - logcount_predictions_loss: 0.5874 145/1423 [==>...........................] - ETA: 12:01 - loss: 199.3990 - logits_profile_predictions_loss: 197.8134 - logcount_predictions_loss: 0.5873 146/1423 [==>...........................] - ETA: 12:01 - loss: 199.4006 - logits_profile_predictions_loss: 197.8153 - logcount_predictions_loss: 0.5872 147/1423 [==>...........................] - ETA: 12:00 - loss: 199.4035 - logits_profile_predictions_loss: 197.8185 - logcount_predictions_loss: 0.5870 148/1423 [==>...........................] - ETA: 12:00 - loss: 199.4070 - logits_profile_predictions_loss: 197.8224 - logcount_predictions_loss: 0.5869 149/1423 [==>...........................] - ETA: 11:59 - loss: 199.4080 - logits_profile_predictions_loss: 197.8237 - logcount_predictions_loss: 0.5868 150/1423 [==>...........................] - ETA: 11:58 - loss: 199.4079 - logits_profile_predictions_loss: 197.8240 - logcount_predictions_loss: 0.5866 151/1423 [==>...........................] - ETA: 11:58 - loss: 199.4085 - logits_profile_predictions_loss: 197.8249 - logcount_predictions_loss: 0.5865 152/1423 [==>...........................] - ETA: 11:57 - loss: 199.4084 - logits_profile_predictions_loss: 197.8252 - logcount_predictions_loss: 0.5864 153/1423 [==>...........................] - ETA: 11:57 - loss: 199.4118 - logits_profile_predictions_loss: 197.8289 - logcount_predictions_loss: 0.5863 154/1423 [==>...........................] - ETA: 11:56 - loss: 199.4139 - logits_profile_predictions_loss: 197.8313 - logcount_predictions_loss: 0.5862 155/1423 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[===>..........................] - ETA: 11:34 - loss: 199.3297 - logits_profile_predictions_loss: 197.7591 - logcount_predictions_loss: 0.5817 195/1423 [===>..........................] - ETA: 11:33 - loss: 199.3281 - logits_profile_predictions_loss: 197.7576 - logcount_predictions_loss: 0.5817 196/1423 [===>..........................] - ETA: 11:33 - loss: 199.3268 - logits_profile_predictions_loss: 197.7565 - logcount_predictions_loss: 0.5816 197/1423 [===>..........................] - ETA: 11:32 - loss: 199.3259 - logits_profile_predictions_loss: 197.7559 - logcount_predictions_loss: 0.5815 198/1423 [===>..........................] - ETA: 11:31 - loss: 199.3247 - logits_profile_predictions_loss: 197.7550 - logcount_predictions_loss: 0.5814 199/1423 [===>..........................] - ETA: 11:31 - loss: 199.3239 - logits_profile_predictions_loss: 197.7544 - logcount_predictions_loss: 0.5813 200/1423 [===>..........................] - ETA: 11:30 - loss: 199.3245 - 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[===>..........................] - ETA: 11:19 - loss: 199.3353 - logits_profile_predictions_loss: 197.7704 - logcount_predictions_loss: 0.5796 221/1423 [===>..........................] - ETA: 11:18 - loss: 199.3358 - logits_profile_predictions_loss: 197.7711 - logcount_predictions_loss: 0.5795 222/1423 [===>..........................] - ETA: 11:18 - loss: 199.3363 - logits_profile_predictions_loss: 197.7718 - logcount_predictions_loss: 0.5795 223/1423 [===>..........................] - ETA: 11:17 - loss: 199.3367 - logits_profile_predictions_loss: 197.7724 - logcount_predictions_loss: 0.5794 224/1423 [===>..........................] - ETA: 11:17 - loss: 199.3363 - logits_profile_predictions_loss: 197.7723 - logcount_predictions_loss: 0.5793 225/1423 [===>..........................] - ETA: 11:16 - loss: 199.3354 - logits_profile_predictions_loss: 197.7716 - logcount_predictions_loss: 0.5792 226/1423 [===>..........................] - ETA: 11:16 - loss: 199.3348 - 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[===>..........................] - ETA: 11:12 - loss: 199.3298 - logits_profile_predictions_loss: 197.7677 - logcount_predictions_loss: 0.5786 234/1423 [===>..........................] - ETA: 11:11 - loss: 199.3289 - logits_profile_predictions_loss: 197.7671 - logcount_predictions_loss: 0.5785 235/1423 [===>..........................] - ETA: 11:11 - loss: 199.3282 - logits_profile_predictions_loss: 197.7666 - logcount_predictions_loss: 0.5784 236/1423 [===>..........................] - ETA: 11:10 - loss: 199.3277 - logits_profile_predictions_loss: 197.7663 - logcount_predictions_loss: 0.5783 237/1423 [===>..........................] - ETA: 11:09 - loss: 199.3268 - logits_profile_predictions_loss: 197.7656 - logcount_predictions_loss: 0.5783 238/1423 [====>.........................] - ETA: 11:09 - loss: 199.3267 - logits_profile_predictions_loss: 197.7656 - logcount_predictions_loss: 0.5782 239/1423 [====>.........................] - ETA: 11:08 - loss: 199.3264 - 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[====>.........................] - ETA: 11:04 - loss: 199.3271 - logits_profile_predictions_loss: 197.7675 - logcount_predictions_loss: 0.5777 247/1423 [====>.........................] - ETA: 11:04 - loss: 199.3274 - logits_profile_predictions_loss: 197.7679 - logcount_predictions_loss: 0.5776 248/1423 [====>.........................] - ETA: 11:03 - loss: 199.3264 - logits_profile_predictions_loss: 197.7671 - logcount_predictions_loss: 0.5775 249/1423 [====>.........................] - ETA: 11:03 - loss: 199.3247 - logits_profile_predictions_loss: 197.7656 - logcount_predictions_loss: 0.5775 250/1423 [====>.........................] - ETA: 11:02 - loss: 199.3227 - logits_profile_predictions_loss: 197.7637 - logcount_predictions_loss: 0.5774 251/1423 [====>.........................] - ETA: 11:02 - loss: 199.3207 - logits_profile_predictions_loss: 197.7619 - logcount_predictions_loss: 0.5773 252/1423 [====>.........................] - ETA: 11:01 - loss: 199.3186 - logits_profile_predictions_loss: 197.7600 - logcount_predictions_loss: 0.5773 253/1423 [====>.........................] - ETA: 11:00 - loss: 199.3173 - logits_profile_predictions_loss: 197.7588 - logcount_predictions_loss: 0.5772 254/1423 [====>.........................] - ETA: 11:00 - loss: 199.3161 - logits_profile_predictions_loss: 197.7577 - logcount_predictions_loss: 0.5772 255/1423 [====>.........................] - ETA: 10:59 - loss: 199.3148 - logits_profile_predictions_loss: 197.7566 - logcount_predictions_loss: 0.5771 256/1423 [====>.........................] - ETA: 10:59 - loss: 199.3136 - logits_profile_predictions_loss: 197.7555 - logcount_predictions_loss: 0.5771 257/1423 [====>.........................] - ETA: 10:58 - loss: 199.3131 - logits_profile_predictions_loss: 197.7551 - logcount_predictions_loss: 0.5770 258/1423 [====>.........................] - ETA: 10:58 - loss: 199.3123 - logits_profile_predictions_loss: 197.7545 - logcount_predictions_loss: 0.5770 259/1423 [====>.........................] - ETA: 10:57 - loss: 199.3107 - logits_profile_predictions_loss: 197.7531 - logcount_predictions_loss: 0.5769 260/1423 [====>.........................] - ETA: 10:56 - loss: 199.3103 - logits_profile_predictions_loss: 197.7529 - logcount_predictions_loss: 0.5769 261/1423 [====>.........................] - ETA: 10:56 - loss: 199.3100 - logits_profile_predictions_loss: 197.7527 - logcount_predictions_loss: 0.5768 262/1423 [====>.........................] - ETA: 10:55 - loss: 199.3094 - logits_profile_predictions_loss: 197.7523 - logcount_predictions_loss: 0.5767 263/1423 [====>.........................] - ETA: 10:55 - loss: 199.3097 - logits_profile_predictions_loss: 197.7527 - logcount_predictions_loss: 0.5767 264/1423 [====>.........................] - ETA: 10:54 - loss: 199.3095 - logits_profile_predictions_loss: 197.7526 - logcount_predictions_loss: 0.5766 265/1423 [====>.........................] - ETA: 10:54 - loss: 199.3090 - logits_profile_predictions_loss: 197.7523 - logcount_predictions_loss: 0.5766 266/1423 [====>.........................] - ETA: 10:53 - loss: 199.3078 - logits_profile_predictions_loss: 197.7513 - logcount_predictions_loss: 0.5765 267/1423 [====>.........................] - ETA: 10:53 - loss: 199.3065 - logits_profile_predictions_loss: 197.7501 - logcount_predictions_loss: 0.5765 268/1423 [====>.........................] - ETA: 10:52 - loss: 199.3054 - logits_profile_predictions_loss: 197.7491 - logcount_predictions_loss: 0.5764 269/1423 [====>.........................] - ETA: 10:51 - loss: 199.3042 - logits_profile_predictions_loss: 197.7481 - logcount_predictions_loss: 0.5764 270/1423 [====>.........................] - ETA: 10:51 - loss: 199.3034 - logits_profile_predictions_loss: 197.7474 - logcount_predictions_loss: 0.5763 271/1423 [====>.........................] - ETA: 10:50 - loss: 199.3025 - logits_profile_predictions_loss: 197.7467 - logcount_predictions_loss: 0.5763 272/1423 [====>.........................] - ETA: 10:50 - loss: 199.3007 - logits_profile_predictions_loss: 197.7450 - logcount_predictions_loss: 0.5762 273/1423 [====>.........................] - ETA: 10:49 - loss: 199.2994 - logits_profile_predictions_loss: 197.7438 - logcount_predictions_loss: 0.5762 274/1423 [====>.........................] - ETA: 10:49 - loss: 199.2983 - logits_profile_predictions_loss: 197.7429 - logcount_predictions_loss: 0.5761 275/1423 [====>.........................] - ETA: 10:48 - loss: 199.2970 - logits_profile_predictions_loss: 197.7417 - logcount_predictions_loss: 0.5761 276/1423 [====>.........................] - ETA: 10:47 - loss: 199.2955 - logits_profile_predictions_loss: 197.7403 - logcount_predictions_loss: 0.5760 277/1423 [====>.........................] - ETA: 10:47 - loss: 199.2934 - logits_profile_predictions_loss: 197.7384 - logcount_predictions_loss: 0.5760 278/1423 [====>.........................] - ETA: 10:46 - loss: 199.2913 - 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196.9620 - logcount_predictions_loss: 0.5568 1410/1423 [============================>.] - ETA: 7s - loss: 198.4649 - logits_profile_predictions_loss: 196.9616 - logcount_predictions_loss: 0.5568 1411/1423 [============================>.] - ETA: 6s - loss: 198.4645 - logits_profile_predictions_loss: 196.9613 - logcount_predictions_loss: 0.5568 1412/1423 [============================>.] - ETA: 6s - loss: 198.4641 - logits_profile_predictions_loss: 196.9609 - logcount_predictions_loss: 0.5568 1413/1423 [============================>.] - ETA: 5s - loss: 198.4637 - logits_profile_predictions_loss: 196.9605 - logcount_predictions_loss: 0.5568 1414/1423 [============================>.] - ETA: 5s - loss: 198.4633 - logits_profile_predictions_loss: 196.9602 - logcount_predictions_loss: 0.5568 1415/1423 [============================>.] - ETA: 4s - loss: 198.4630 - logits_profile_predictions_loss: 196.9598 - logcount_predictions_loss: 0.5568 1416/1423 [============================>.] - ETA: 3s - loss: 198.4626 - logits_profile_predictions_loss: 196.9595 - logcount_predictions_loss: 0.5567 1417/1423 [============================>.] - ETA: 3s - loss: 198.4623 - logits_profile_predictions_loss: 196.9592 - logcount_predictions_loss: 0.5567 1418/1423 [============================>.] - ETA: 2s - loss: 198.4620 - logits_profile_predictions_loss: 196.9589 - logcount_predictions_loss: 0.5567 1419/1423 [============================>.] - ETA: 2s - loss: 198.4617 - logits_profile_predictions_loss: 196.9587 - logcount_predictions_loss: 0.5567 1420/1423 [============================>.] - ETA: 1s - loss: 198.4614 - logits_profile_predictions_loss: 196.9584 - logcount_predictions_loss: 0.5567 1421/1423 [============================>.] - ETA: 1s - loss: 198.4611 - logits_profile_predictions_loss: 196.9581 - logcount_predictions_loss: 0.5567 1422/1423 [============================>.] - ETA: 0s - loss: 198.4608 - logits_profile_predictions_loss: 196.9578 - logcount_predictions_loss: 0.5567 1423/1423 [==============================] - ETA: 0s - loss: 198.4606 - logits_profile_predictions_loss: 196.9576 - logcount_predictions_loss: 0.5567 1423/1423 [==============================] - 833s 585ms/step - loss: 198.4603 - logits_profile_predictions_loss: 196.9573 - logcount_predictions_loss: 0.5567 - val_loss: 202.3048 - val_logits_profile_predictions_loss: 200.8091 - val_logcount_predictions_loss: 0.5540 + +Epoch 00011: val_loss did not improve from 202.07193 +Epoch 12/50 + 1/1423 [..............................] - ETA: 13:53 - loss: 175.9877 - logits_profile_predictions_loss: 174.6138 - logcount_predictions_loss: 0.5089 2/1423 [..............................] - ETA: 13:22 - loss: 183.6607 - logits_profile_predictions_loss: 182.3136 - logcount_predictions_loss: 0.4990 3/1423 [..............................] - ETA: 13:21 - loss: 190.3101 - logits_profile_predictions_loss: 188.9743 - logcount_predictions_loss: 0.4948 4/1423 [..............................] - ETA: 13:21 - loss: 194.5176 - logits_profile_predictions_loss: 193.1741 - logcount_predictions_loss: 0.4976 5/1423 [..............................] - ETA: 13:20 - loss: 195.6696 - logits_profile_predictions_loss: 194.3200 - logcount_predictions_loss: 0.4999 6/1423 [..............................] - ETA: 13:19 - loss: 195.9995 - logits_profile_predictions_loss: 194.6229 - logcount_predictions_loss: 0.5098 7/1423 [..............................] - ETA: 13:19 - loss: 195.7079 - logits_profile_predictions_loss: 194.3076 - logcount_predictions_loss: 0.5186 8/1423 [..............................] - ETA: 13:18 - loss: 194.7909 - logits_profile_predictions_loss: 193.3703 - logcount_predictions_loss: 0.5261 9/1423 [..............................] - ETA: 13:17 - loss: 194.1361 - logits_profile_predictions_loss: 192.7035 - logcount_predictions_loss: 0.5306 10/1423 [..............................] - ETA: 13:17 - loss: 193.9367 - logits_profile_predictions_loss: 192.4983 - logcount_predictions_loss: 0.5328 11/1423 [..............................] - ETA: 13:16 - loss: 194.0480 - logits_profile_predictions_loss: 192.6018 - logcount_predictions_loss: 0.5356 12/1423 [..............................] - ETA: 13:16 - loss: 194.1460 - logits_profile_predictions_loss: 192.6940 - logcount_predictions_loss: 0.5378 13/1423 [..............................] - ETA: 13:15 - loss: 194.1703 - logits_profile_predictions_loss: 192.7141 - logcount_predictions_loss: 0.5393 14/1423 [..............................] - ETA: 13:15 - loss: 194.3024 - logits_profile_predictions_loss: 192.8415 - logcount_predictions_loss: 0.5411 15/1423 [..............................] - ETA: 13:14 - loss: 194.3985 - logits_profile_predictions_loss: 192.9339 - logcount_predictions_loss: 0.5425 16/1423 [..............................] - ETA: 13:14 - loss: 194.5530 - logits_profile_predictions_loss: 193.0846 - logcount_predictions_loss: 0.5438 17/1423 [..............................] - ETA: 13:13 - loss: 194.6715 - logits_profile_predictions_loss: 193.1986 - logcount_predictions_loss: 0.5455 18/1423 [..............................] - ETA: 13:12 - loss: 194.7483 - logits_profile_predictions_loss: 193.2703 - logcount_predictions_loss: 0.5474 19/1423 [..............................] - ETA: 13:12 - loss: 194.8425 - logits_profile_predictions_loss: 193.3600 - logcount_predictions_loss: 0.5491 20/1423 [..............................] - ETA: 13:11 - loss: 194.8750 - logits_profile_predictions_loss: 193.3874 - logcount_predictions_loss: 0.5510 21/1423 [..............................] - ETA: 13:11 - loss: 194.8437 - logits_profile_predictions_loss: 193.3524 - logcount_predictions_loss: 0.5523 22/1423 [..............................] - ETA: 13:10 - loss: 194.8053 - logits_profile_predictions_loss: 193.3109 - logcount_predictions_loss: 0.5535 23/1423 [..............................] - ETA: 13:10 - loss: 194.7240 - logits_profile_predictions_loss: 193.2277 - logcount_predictions_loss: 0.5542 24/1423 [..............................] - ETA: 13:09 - loss: 194.6408 - logits_profile_predictions_loss: 193.1433 - logcount_predictions_loss: 0.5546 25/1423 [..............................] - ETA: 13:09 - loss: 194.5397 - logits_profile_predictions_loss: 193.0415 - logcount_predictions_loss: 0.5549 26/1423 [..............................] - ETA: 13:08 - loss: 194.4528 - logits_profile_predictions_loss: 192.9542 - logcount_predictions_loss: 0.5551 27/1423 [..............................] - ETA: 13:08 - loss: 194.4245 - logits_profile_predictions_loss: 192.9257 - logcount_predictions_loss: 0.5551 28/1423 [..............................] - ETA: 13:07 - loss: 194.3550 - logits_profile_predictions_loss: 192.8571 - logcount_predictions_loss: 0.5548 29/1423 [..............................] - ETA: 13:06 - loss: 194.2814 - logits_profile_predictions_loss: 192.7842 - logcount_predictions_loss: 0.5545 30/1423 [..............................] - ETA: 13:06 - loss: 194.2310 - logits_profile_predictions_loss: 192.7347 - logcount_predictions_loss: 0.5542 31/1423 [..............................] - ETA: 13:05 - loss: 194.1857 - logits_profile_predictions_loss: 192.6904 - logcount_predictions_loss: 0.5538 32/1423 [..............................] - ETA: 13:05 - loss: 194.1519 - logits_profile_predictions_loss: 192.6577 - logcount_predictions_loss: 0.5534 33/1423 [..............................] - ETA: 13:04 - loss: 194.1058 - logits_profile_predictions_loss: 192.6129 - logcount_predictions_loss: 0.5529 34/1423 [..............................] - ETA: 13:04 - loss: 194.0858 - logits_profile_predictions_loss: 192.5946 - logcount_predictions_loss: 0.5523 35/1423 [..............................] - ETA: 13:03 - loss: 194.0643 - logits_profile_predictions_loss: 192.5746 - logcount_predictions_loss: 0.5518 36/1423 [..............................] - ETA: 13:02 - loss: 194.0924 - logits_profile_predictions_loss: 192.6037 - logcount_predictions_loss: 0.5514 37/1423 [..............................] - ETA: 13:02 - loss: 194.1149 - logits_profile_predictions_loss: 192.6271 - logcount_predictions_loss: 0.5510 38/1423 [..............................] - ETA: 13:01 - loss: 194.1701 - logits_profile_predictions_loss: 192.6831 - logcount_predictions_loss: 0.5507 39/1423 [..............................] - ETA: 13:01 - loss: 194.2241 - logits_profile_predictions_loss: 192.7380 - logcount_predictions_loss: 0.5504 40/1423 [..............................] - ETA: 13:00 - loss: 194.2699 - logits_profile_predictions_loss: 192.7848 - logcount_predictions_loss: 0.5500 41/1423 [..............................] - ETA: 13:00 - loss: 194.2831 - logits_profile_predictions_loss: 192.7991 - logcount_predictions_loss: 0.5496 42/1423 [..............................] - ETA: 12:59 - loss: 194.3087 - logits_profile_predictions_loss: 192.8260 - logcount_predictions_loss: 0.5492 43/1423 [..............................] - ETA: 12:59 - loss: 194.3495 - logits_profile_predictions_loss: 192.8679 - logcount_predictions_loss: 0.5487 44/1423 [..............................] - ETA: 12:58 - loss: 194.3873 - logits_profile_predictions_loss: 192.9068 - logcount_predictions_loss: 0.5483 45/1423 [..............................] - ETA: 12:57 - loss: 194.4133 - logits_profile_predictions_loss: 192.9339 - logcount_predictions_loss: 0.5479 46/1423 [..............................] - ETA: 12:57 - loss: 194.4356 - logits_profile_predictions_loss: 192.9573 - logcount_predictions_loss: 0.5475 47/1423 [..............................] - ETA: 12:56 - loss: 194.4566 - logits_profile_predictions_loss: 192.9795 - logcount_predictions_loss: 0.5471 48/1423 [>.............................] - ETA: 12:56 - loss: 194.4742 - logits_profile_predictions_loss: 192.9980 - logcount_predictions_loss: 0.5467 49/1423 [>.............................] - ETA: 12:55 - loss: 194.4810 - logits_profile_predictions_loss: 193.0052 - logcount_predictions_loss: 0.5466 50/1423 [>.............................] - ETA: 12:55 - loss: 194.4687 - logits_profile_predictions_loss: 192.9933 - logcount_predictions_loss: 0.5465 51/1423 [>.............................] - ETA: 12:54 - loss: 194.4775 - logits_profile_predictions_loss: 193.0026 - logcount_predictions_loss: 0.5463 52/1423 [>.............................] - ETA: 12:53 - loss: 194.5001 - logits_profile_predictions_loss: 193.0258 - logcount_predictions_loss: 0.5460 53/1423 [>.............................] - ETA: 12:53 - loss: 194.5239 - logits_profile_predictions_loss: 193.0502 - logcount_predictions_loss: 0.5458 54/1423 [>.............................] - ETA: 12:52 - loss: 194.5623 - logits_profile_predictions_loss: 193.0893 - logcount_predictions_loss: 0.5456 55/1423 [>.............................] - ETA: 12:52 - loss: 194.6130 - logits_profile_predictions_loss: 193.1405 - logcount_predictions_loss: 0.5454 56/1423 [>.............................] - ETA: 12:51 - loss: 194.6613 - logits_profile_predictions_loss: 193.1894 - logcount_predictions_loss: 0.5452 57/1423 [>.............................] - ETA: 12:51 - loss: 194.7039 - logits_profile_predictions_loss: 193.2325 - logcount_predictions_loss: 0.5450 58/1423 [>.............................] - ETA: 12:50 - loss: 194.7432 - logits_profile_predictions_loss: 193.2725 - logcount_predictions_loss: 0.5447 59/1423 [>.............................] - ETA: 12:49 - loss: 194.7790 - logits_profile_predictions_loss: 193.3089 - logcount_predictions_loss: 0.5445 60/1423 [>.............................] - ETA: 12:49 - loss: 194.8118 - logits_profile_predictions_loss: 193.3426 - logcount_predictions_loss: 0.5442 61/1423 [>.............................] - ETA: 12:48 - loss: 194.8451 - logits_profile_predictions_loss: 193.3766 - logcount_predictions_loss: 0.5439 62/1423 [>.............................] - ETA: 12:48 - loss: 194.8723 - logits_profile_predictions_loss: 193.4044 - logcount_predictions_loss: 0.5437 63/1423 [>.............................] - ETA: 12:47 - loss: 194.8901 - logits_profile_predictions_loss: 193.4227 - logcount_predictions_loss: 0.5435 64/1423 [>.............................] - ETA: 12:47 - loss: 194.9185 - logits_profile_predictions_loss: 193.4516 - logcount_predictions_loss: 0.5433 65/1423 [>.............................] - ETA: 12:46 - loss: 194.9439 - logits_profile_predictions_loss: 193.4775 - logcount_predictions_loss: 0.5431 66/1423 [>.............................] - ETA: 12:45 - loss: 194.9696 - logits_profile_predictions_loss: 193.5036 - logcount_predictions_loss: 0.5430 67/1423 [>.............................] - ETA: 12:45 - loss: 195.0000 - logits_profile_predictions_loss: 193.5345 - logcount_predictions_loss: 0.5428 68/1423 [>.............................] - ETA: 12:44 - loss: 195.0359 - logits_profile_predictions_loss: 193.5708 - logcount_predictions_loss: 0.5426 69/1423 [>.............................] - ETA: 12:44 - loss: 195.0632 - logits_profile_predictions_loss: 193.5986 - logcount_predictions_loss: 0.5424 70/1423 [>.............................] - ETA: 12:43 - loss: 195.0893 - logits_profile_predictions_loss: 193.6250 - logcount_predictions_loss: 0.5423 71/1423 [>.............................] - ETA: 12:43 - loss: 195.1172 - logits_profile_predictions_loss: 193.6533 - logcount_predictions_loss: 0.5422 72/1423 [>.............................] - ETA: 12:42 - loss: 195.1544 - logits_profile_predictions_loss: 193.6908 - logcount_predictions_loss: 0.5421 73/1423 [>.............................] - ETA: 12:42 - loss: 195.1877 - logits_profile_predictions_loss: 193.7244 - logcount_predictions_loss: 0.5420 74/1423 [>.............................] - ETA: 12:41 - loss: 195.2190 - logits_profile_predictions_loss: 193.7561 - logcount_predictions_loss: 0.5418 75/1423 [>.............................] - ETA: 12:40 - loss: 195.2463 - logits_profile_predictions_loss: 193.7837 - logcount_predictions_loss: 0.5417 76/1423 [>.............................] - ETA: 12:40 - loss: 195.2824 - logits_profile_predictions_loss: 193.8201 - logcount_predictions_loss: 0.5416 77/1423 [>.............................] - ETA: 12:39 - loss: 195.3163 - logits_profile_predictions_loss: 193.8543 - logcount_predictions_loss: 0.5415 78/1423 [>.............................] - ETA: 12:39 - loss: 195.3503 - logits_profile_predictions_loss: 193.8886 - logcount_predictions_loss: 0.5414 79/1423 [>.............................] - ETA: 12:38 - loss: 195.3913 - logits_profile_predictions_loss: 193.9300 - logcount_predictions_loss: 0.5412 80/1423 [>.............................] - ETA: 12:38 - loss: 195.4291 - logits_profile_predictions_loss: 193.9680 - logcount_predictions_loss: 0.5411 81/1423 [>.............................] - ETA: 12:37 - loss: 195.4699 - logits_profile_predictions_loss: 194.0091 - logcount_predictions_loss: 0.5410 82/1423 [>.............................] - ETA: 12:36 - loss: 195.5117 - logits_profile_predictions_loss: 194.0512 - logcount_predictions_loss: 0.5409 83/1423 [>.............................] - ETA: 12:36 - loss: 195.5567 - logits_profile_predictions_loss: 194.0965 - logcount_predictions_loss: 0.5408 84/1423 [>.............................] - ETA: 12:35 - loss: 195.5985 - logits_profile_predictions_loss: 194.1387 - logcount_predictions_loss: 0.5407 85/1423 [>.............................] - ETA: 12:35 - loss: 195.6376 - logits_profile_predictions_loss: 194.1780 - logcount_predictions_loss: 0.5406 86/1423 [>.............................] - ETA: 12:34 - loss: 195.6766 - logits_profile_predictions_loss: 194.2173 - logcount_predictions_loss: 0.5405 87/1423 [>.............................] - ETA: 12:34 - loss: 195.7139 - logits_profile_predictions_loss: 194.2550 - logcount_predictions_loss: 0.5403 88/1423 [>.............................] - ETA: 12:33 - loss: 195.7486 - logits_profile_predictions_loss: 194.2901 - logcount_predictions_loss: 0.5402 89/1423 [>.............................] - ETA: 12:33 - loss: 195.7814 - logits_profile_predictions_loss: 194.3232 - logcount_predictions_loss: 0.5401 90/1423 [>.............................] - ETA: 12:32 - loss: 195.8161 - logits_profile_predictions_loss: 194.3582 - logcount_predictions_loss: 0.5400 91/1423 [>.............................] - ETA: 12:31 - loss: 195.8493 - logits_profile_predictions_loss: 194.3918 - logcount_predictions_loss: 0.5398 92/1423 [>.............................] - ETA: 12:31 - loss: 195.8775 - logits_profile_predictions_loss: 194.4203 - logcount_predictions_loss: 0.5397 93/1423 [>.............................] - ETA: 12:30 - loss: 195.9022 - logits_profile_predictions_loss: 194.4454 - logcount_predictions_loss: 0.5396 94/1423 [>.............................] - ETA: 12:30 - loss: 195.9283 - logits_profile_predictions_loss: 194.4718 - logcount_predictions_loss: 0.5394 95/1423 [=>............................] - ETA: 12:29 - loss: 195.9511 - logits_profile_predictions_loss: 194.4950 - logcount_predictions_loss: 0.5393 96/1423 [=>............................] - ETA: 12:29 - loss: 195.9725 - logits_profile_predictions_loss: 194.5168 - logcount_predictions_loss: 0.5391 97/1423 [=>............................] - ETA: 12:28 - loss: 195.9955 - logits_profile_predictions_loss: 194.5402 - logcount_predictions_loss: 0.5390 98/1423 [=>............................] - ETA: 12:27 - loss: 196.0152 - logits_profile_predictions_loss: 194.5603 - logcount_predictions_loss: 0.5388 99/1423 [=>............................] - ETA: 12:27 - loss: 196.0376 - logits_profile_predictions_loss: 194.5831 - logcount_predictions_loss: 0.5387 100/1423 [=>............................] - ETA: 12:26 - loss: 196.0592 - logits_profile_predictions_loss: 194.6051 - logcount_predictions_loss: 0.5385 101/1423 [=>............................] - ETA: 12:26 - loss: 196.0816 - logits_profile_predictions_loss: 194.6280 - logcount_predictions_loss: 0.5384 102/1423 [=>............................] - ETA: 12:25 - loss: 196.1044 - logits_profile_predictions_loss: 194.6511 - logcount_predictions_loss: 0.5382 103/1423 [=>............................] - ETA: 12:25 - loss: 196.1278 - logits_profile_predictions_loss: 194.6749 - logcount_predictions_loss: 0.5381 104/1423 [=>............................] - ETA: 12:24 - loss: 196.1464 - logits_profile_predictions_loss: 194.6938 - logcount_predictions_loss: 0.5380 105/1423 [=>............................] - ETA: 12:23 - loss: 196.1631 - logits_profile_predictions_loss: 194.7109 - logcount_predictions_loss: 0.5379 106/1423 [=>............................] - ETA: 12:23 - loss: 196.1833 - logits_profile_predictions_loss: 194.7314 - logcount_predictions_loss: 0.5378 107/1423 [=>............................] - ETA: 12:22 - loss: 196.2050 - logits_profile_predictions_loss: 194.7534 - logcount_predictions_loss: 0.5376 108/1423 [=>............................] - ETA: 12:22 - loss: 196.2254 - logits_profile_predictions_loss: 194.7742 - logcount_predictions_loss: 0.5375 109/1423 [=>............................] - ETA: 12:21 - loss: 196.2448 - logits_profile_predictions_loss: 194.7939 - logcount_predictions_loss: 0.5373 110/1423 [=>............................] - ETA: 12:21 - loss: 196.2637 - logits_profile_predictions_loss: 194.8133 - logcount_predictions_loss: 0.5372 111/1423 [=>............................] - ETA: 12:20 - loss: 196.2810 - logits_profile_predictions_loss: 194.8310 - logcount_predictions_loss: 0.5370 112/1423 [=>............................] - ETA: 12:19 - loss: 196.3000 - logits_profile_predictions_loss: 194.8504 - logcount_predictions_loss: 0.5369 113/1423 [=>............................] - ETA: 12:19 - loss: 196.3193 - logits_profile_predictions_loss: 194.8701 - logcount_predictions_loss: 0.5367 114/1423 [=>............................] - ETA: 12:18 - loss: 196.3353 - logits_profile_predictions_loss: 194.8865 - logcount_predictions_loss: 0.5366 115/1423 [=>............................] - ETA: 12:18 - loss: 196.3565 - logits_profile_predictions_loss: 194.9079 - logcount_predictions_loss: 0.5365 116/1423 [=>............................] - ETA: 12:17 - loss: 196.3762 - logits_profile_predictions_loss: 194.9279 - logcount_predictions_loss: 0.5364 117/1423 [=>............................] - ETA: 12:17 - loss: 196.3996 - logits_profile_predictions_loss: 194.9516 - logcount_predictions_loss: 0.5363 118/1423 [=>............................] - ETA: 12:16 - loss: 196.4229 - logits_profile_predictions_loss: 194.9751 - logcount_predictions_loss: 0.5362 119/1423 [=>............................] - ETA: 12:16 - loss: 196.4418 - logits_profile_predictions_loss: 194.9943 - logcount_predictions_loss: 0.5361 120/1423 [=>............................] - ETA: 12:15 - loss: 196.4572 - logits_profile_predictions_loss: 195.0100 - logcount_predictions_loss: 0.5360 121/1423 [=>............................] - ETA: 12:14 - loss: 196.4730 - logits_profile_predictions_loss: 195.0260 - logcount_predictions_loss: 0.5359 122/1423 [=>............................] - ETA: 12:14 - loss: 196.4881 - logits_profile_predictions_loss: 195.0413 - logcount_predictions_loss: 0.5358 123/1423 [=>............................] - ETA: 12:13 - loss: 196.5019 - logits_profile_predictions_loss: 195.0552 - logcount_predictions_loss: 0.5358 124/1423 [=>............................] - ETA: 12:13 - loss: 196.5158 - logits_profile_predictions_loss: 195.0693 - logcount_predictions_loss: 0.5357 125/1423 [=>............................] - ETA: 12:12 - loss: 196.5278 - logits_profile_predictions_loss: 195.0815 - logcount_predictions_loss: 0.5357 126/1423 [=>............................] - ETA: 12:12 - loss: 196.5390 - logits_profile_predictions_loss: 195.0928 - logcount_predictions_loss: 0.5356 127/1423 [=>............................] - ETA: 12:11 - loss: 196.5518 - logits_profile_predictions_loss: 195.1059 - logcount_predictions_loss: 0.5355 128/1423 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[===>..........................] - ETA: 11:34 - loss: 197.0320 - logits_profile_predictions_loss: 195.5962 - logcount_predictions_loss: 0.5318 194/1423 [===>..........................] - ETA: 11:33 - loss: 197.0337 - logits_profile_predictions_loss: 195.5980 - logcount_predictions_loss: 0.5317 195/1423 [===>..........................] - ETA: 11:33 - loss: 197.0355 - logits_profile_predictions_loss: 195.6000 - logcount_predictions_loss: 0.5317 196/1423 [===>..........................] - ETA: 11:32 - loss: 197.0382 - logits_profile_predictions_loss: 195.6029 - logcount_predictions_loss: 0.5316 197/1423 [===>..........................] - ETA: 11:32 - loss: 197.0399 - logits_profile_predictions_loss: 195.6047 - logcount_predictions_loss: 0.5315 198/1423 [===>..........................] - ETA: 11:31 - loss: 197.0408 - logits_profile_predictions_loss: 195.6058 - logcount_predictions_loss: 0.5315 199/1423 [===>..........................] - ETA: 11:31 - loss: 197.0416 - 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[===>..........................] - ETA: 11:27 - loss: 197.0418 - logits_profile_predictions_loss: 195.6083 - logcount_predictions_loss: 0.5309 207/1423 [===>..........................] - ETA: 11:26 - loss: 197.0414 - logits_profile_predictions_loss: 195.6081 - logcount_predictions_loss: 0.5309 208/1423 [===>..........................] - ETA: 11:25 - loss: 197.0410 - logits_profile_predictions_loss: 195.6079 - logcount_predictions_loss: 0.5308 209/1423 [===>..........................] - ETA: 11:25 - loss: 197.0406 - logits_profile_predictions_loss: 195.6076 - logcount_predictions_loss: 0.5307 210/1423 [===>..........................] - ETA: 11:24 - loss: 197.0401 - logits_profile_predictions_loss: 195.6073 - logcount_predictions_loss: 0.5307 211/1423 [===>..........................] - ETA: 11:24 - loss: 197.0396 - logits_profile_predictions_loss: 195.6070 - logcount_predictions_loss: 0.5306 212/1423 [===>..........................] - ETA: 11:23 - loss: 197.0397 - 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[===>..........................] - ETA: 11:19 - loss: 197.0396 - logits_profile_predictions_loss: 195.6083 - logcount_predictions_loss: 0.5301 220/1423 [===>..........................] - ETA: 11:19 - loss: 197.0402 - logits_profile_predictions_loss: 195.6091 - logcount_predictions_loss: 0.5300 221/1423 [===>..........................] - ETA: 11:18 - loss: 197.0416 - logits_profile_predictions_loss: 195.6107 - logcount_predictions_loss: 0.5300 222/1423 [===>..........................] - ETA: 11:18 - loss: 197.0431 - logits_profile_predictions_loss: 195.6123 - logcount_predictions_loss: 0.5299 223/1423 [===>..........................] - ETA: 11:17 - loss: 197.0442 - logits_profile_predictions_loss: 195.6136 - logcount_predictions_loss: 0.5298 224/1423 [===>..........................] - ETA: 11:16 - loss: 197.0451 - logits_profile_predictions_loss: 195.6147 - logcount_predictions_loss: 0.5298 225/1423 [===>..........................] - ETA: 11:16 - loss: 197.0461 - 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[===>..........................] - ETA: 11:12 - loss: 197.0466 - logits_profile_predictions_loss: 195.6176 - logcount_predictions_loss: 0.5293 233/1423 [===>..........................] - ETA: 11:11 - loss: 197.0470 - logits_profile_predictions_loss: 195.6182 - logcount_predictions_loss: 0.5292 234/1423 [===>..........................] - ETA: 11:11 - loss: 197.0471 - logits_profile_predictions_loss: 195.6185 - logcount_predictions_loss: 0.5291 235/1423 [===>..........................] - ETA: 11:10 - loss: 197.0470 - logits_profile_predictions_loss: 195.6185 - logcount_predictions_loss: 0.5291 236/1423 [===>..........................] - ETA: 11:10 - loss: 197.0467 - logits_profile_predictions_loss: 195.6183 - logcount_predictions_loss: 0.5290 237/1423 [===>..........................] - ETA: 11:09 - loss: 197.0464 - logits_profile_predictions_loss: 195.6182 - logcount_predictions_loss: 0.5290 238/1423 [====>.........................] - ETA: 11:08 - loss: 197.0460 - 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[====>.........................] - ETA: 11:05 - loss: 197.0402 - logits_profile_predictions_loss: 195.6131 - logcount_predictions_loss: 0.5285 246/1423 [====>.........................] - ETA: 11:04 - loss: 197.0391 - logits_profile_predictions_loss: 195.6122 - logcount_predictions_loss: 0.5285 247/1423 [====>.........................] - ETA: 11:03 - loss: 197.0378 - logits_profile_predictions_loss: 195.6110 - logcount_predictions_loss: 0.5284 248/1423 [====>.........................] - ETA: 11:03 - loss: 197.0362 - logits_profile_predictions_loss: 195.6096 - logcount_predictions_loss: 0.5284 249/1423 [====>.........................] - ETA: 11:02 - loss: 197.0342 - logits_profile_predictions_loss: 195.6076 - logcount_predictions_loss: 0.5283 250/1423 [====>.........................] - ETA: 11:02 - loss: 197.0313 - logits_profile_predictions_loss: 195.6049 - logcount_predictions_loss: 0.5283 251/1423 [====>.........................] - ETA: 11:01 - loss: 197.0286 - logits_profile_predictions_loss: 195.6023 - logcount_predictions_loss: 0.5282 252/1423 [====>.........................] - ETA: 11:01 - loss: 197.0253 - logits_profile_predictions_loss: 195.5992 - logcount_predictions_loss: 0.5282 253/1423 [====>.........................] - ETA: 11:00 - loss: 197.0219 - logits_profile_predictions_loss: 195.5959 - logcount_predictions_loss: 0.5281 254/1423 [====>.........................] - ETA: 10:59 - loss: 197.0192 - logits_profile_predictions_loss: 195.5933 - logcount_predictions_loss: 0.5281 255/1423 [====>.........................] - ETA: 10:59 - loss: 197.0164 - logits_profile_predictions_loss: 195.5906 - logcount_predictions_loss: 0.5281 256/1423 [====>.........................] - ETA: 10:58 - loss: 197.0139 - logits_profile_predictions_loss: 195.5882 - logcount_predictions_loss: 0.5280 257/1423 [====>.........................] - ETA: 10:58 - loss: 197.0116 - logits_profile_predictions_loss: 195.5860 - logcount_predictions_loss: 0.5280 258/1423 [====>.........................] - ETA: 10:57 - loss: 197.0090 - logits_profile_predictions_loss: 195.5836 - logcount_predictions_loss: 0.5279 259/1423 [====>.........................] - ETA: 10:57 - loss: 197.0066 - logits_profile_predictions_loss: 195.5813 - logcount_predictions_loss: 0.5279 260/1423 [====>.........................] - ETA: 10:56 - loss: 197.0046 - logits_profile_predictions_loss: 195.5794 - logcount_predictions_loss: 0.5279 261/1423 [====>.........................] - ETA: 10:55 - loss: 197.0027 - logits_profile_predictions_loss: 195.5776 - logcount_predictions_loss: 0.5278 262/1423 [====>.........................] - ETA: 10:55 - loss: 197.0010 - logits_profile_predictions_loss: 195.5760 - logcount_predictions_loss: 0.5278 263/1423 [====>.........................] - ETA: 10:54 - loss: 196.9985 - logits_profile_predictions_loss: 195.5736 - logcount_predictions_loss: 0.5277 264/1423 [====>.........................] - ETA: 10:54 - loss: 196.9957 - 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[====>.........................] - ETA: 10:43 - loss: 196.9648 - logits_profile_predictions_loss: 195.5415 - logcount_predictions_loss: 0.5272 285/1423 [=====>........................] - ETA: 10:42 - loss: 196.9640 - logits_profile_predictions_loss: 195.5406 - logcount_predictions_loss: 0.5272 286/1423 [=====>........................] - ETA: 10:41 - loss: 196.9635 - logits_profile_predictions_loss: 195.5402 - logcount_predictions_loss: 0.5271 287/1423 [=====>........................] - ETA: 10:41 - loss: 196.9626 - logits_profile_predictions_loss: 195.5393 - logcount_predictions_loss: 0.5271 288/1423 [=====>........................] - ETA: 10:40 - loss: 196.9613 - logits_profile_predictions_loss: 195.5381 - logcount_predictions_loss: 0.5271 289/1423 [=====>........................] - ETA: 10:40 - loss: 196.9594 - logits_profile_predictions_loss: 195.5363 - logcount_predictions_loss: 0.5271 290/1423 [=====>........................] - ETA: 10:39 - loss: 196.9576 - 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[=====>........................] - ETA: 10:28 - loss: 196.9169 - logits_profile_predictions_loss: 195.4942 - logcount_predictions_loss: 0.5269 311/1423 [=====>........................] - ETA: 10:27 - loss: 196.9146 - logits_profile_predictions_loss: 195.4920 - logcount_predictions_loss: 0.5269 312/1423 [=====>........................] - ETA: 10:27 - loss: 196.9123 - logits_profile_predictions_loss: 195.4897 - logcount_predictions_loss: 0.5269 313/1423 [=====>........................] - ETA: 10:26 - loss: 196.9097 - logits_profile_predictions_loss: 195.4871 - logcount_predictions_loss: 0.5269 314/1423 [=====>........................] - ETA: 10:26 - loss: 196.9067 - logits_profile_predictions_loss: 195.4841 - logcount_predictions_loss: 0.5269 315/1423 [=====>........................] - ETA: 10:25 - loss: 196.9032 - logits_profile_predictions_loss: 195.4806 - logcount_predictions_loss: 0.5269 316/1423 [=====>........................] - ETA: 10:24 - loss: 196.8999 - 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[=====>........................] - ETA: 10:20 - loss: 196.8764 - logits_profile_predictions_loss: 195.4538 - logcount_predictions_loss: 0.5269 324/1423 [=====>........................] - ETA: 10:20 - loss: 196.8733 - logits_profile_predictions_loss: 195.4507 - logcount_predictions_loss: 0.5269 325/1423 [=====>........................] - ETA: 10:19 - loss: 196.8705 - logits_profile_predictions_loss: 195.4479 - logcount_predictions_loss: 0.5269 326/1423 [=====>........................] - ETA: 10:19 - loss: 196.8678 - logits_profile_predictions_loss: 195.4452 - logcount_predictions_loss: 0.5269 327/1423 [=====>........................] - ETA: 10:18 - loss: 196.8654 - logits_profile_predictions_loss: 195.4428 - logcount_predictions_loss: 0.5269 328/1423 [=====>........................] - ETA: 10:18 - loss: 196.8631 - logits_profile_predictions_loss: 195.4405 - logcount_predictions_loss: 0.5269 329/1423 [=====>........................] - ETA: 10:17 - loss: 196.8610 - 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[======>.......................] - ETA: 10:13 - loss: 196.8419 - logits_profile_predictions_loss: 195.4194 - logcount_predictions_loss: 0.5268 337/1423 [======>.......................] - ETA: 10:13 - loss: 196.8392 - logits_profile_predictions_loss: 195.4167 - logcount_predictions_loss: 0.5268 338/1423 [======>.......................] - ETA: 10:12 - loss: 196.8368 - logits_profile_predictions_loss: 195.4143 - logcount_predictions_loss: 0.5268 339/1423 [======>.......................] - ETA: 10:11 - loss: 196.8345 - logits_profile_predictions_loss: 195.4120 - logcount_predictions_loss: 0.5268 340/1423 [======>.......................] - ETA: 10:11 - loss: 196.8321 - logits_profile_predictions_loss: 195.4097 - logcount_predictions_loss: 0.5268 341/1423 [======>.......................] - ETA: 10:10 - loss: 196.8299 - logits_profile_predictions_loss: 195.4074 - logcount_predictions_loss: 0.5268 342/1423 [======>.......................] - ETA: 10:10 - loss: 196.8277 - 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[============================>.] - ETA: 26s - loss: 196.2792 - logits_profile_predictions_loss: 194.8457 - logcount_predictions_loss: 0.5309 1377/1423 [============================>.] - ETA: 25s - loss: 196.2791 - logits_profile_predictions_loss: 194.8456 - logcount_predictions_loss: 0.5309 1378/1423 [============================>.] - ETA: 25s - loss: 196.2791 - logits_profile_predictions_loss: 194.8455 - logcount_predictions_loss: 0.5309 1379/1423 [============================>.] - ETA: 24s - loss: 196.2790 - logits_profile_predictions_loss: 194.8454 - logcount_predictions_loss: 0.5309 1380/1423 [============================>.] - ETA: 24s - loss: 196.2790 - logits_profile_predictions_loss: 194.8454 - logcount_predictions_loss: 0.5309 1381/1423 [============================>.] - ETA: 23s - loss: 196.2789 - logits_profile_predictions_loss: 194.8453 - logcount_predictions_loss: 0.5309 1382/1423 [============================>.] - ETA: 23s - loss: 196.2789 - logits_profile_predictions_loss: 194.8452 - logcount_predictions_loss: 0.5309 1383/1423 [============================>.] - ETA: 22s - loss: 196.2788 - logits_profile_predictions_loss: 194.8452 - logcount_predictions_loss: 0.5309 1384/1423 [============================>.] - ETA: 22s - loss: 196.2787 - logits_profile_predictions_loss: 194.8451 - logcount_predictions_loss: 0.5309 1385/1423 [============================>.] - ETA: 21s - loss: 196.2786 - logits_profile_predictions_loss: 194.8450 - logcount_predictions_loss: 0.5309 1386/1423 [============================>.] - ETA: 20s - loss: 196.2786 - logits_profile_predictions_loss: 194.8449 - logcount_predictions_loss: 0.5309 1387/1423 [============================>.] - ETA: 20s - loss: 196.2785 - logits_profile_predictions_loss: 194.8448 - logcount_predictions_loss: 0.5309 1388/1423 [============================>.] - ETA: 19s - loss: 196.2784 - logits_profile_predictions_loss: 194.8448 - logcount_predictions_loss: 0.5309 1389/1423 [============================>.] - ETA: 19s - loss: 196.2784 - logits_profile_predictions_loss: 194.8447 - logcount_predictions_loss: 0.5309 1390/1423 [============================>.] - ETA: 18s - loss: 196.2783 - logits_profile_predictions_loss: 194.8447 - logcount_predictions_loss: 0.5309 1391/1423 [============================>.] - ETA: 18s - loss: 196.2783 - logits_profile_predictions_loss: 194.8446 - logcount_predictions_loss: 0.5310 1392/1423 [============================>.] - ETA: 17s - loss: 196.2782 - logits_profile_predictions_loss: 194.8445 - logcount_predictions_loss: 0.5310 1393/1423 [============================>.] - ETA: 16s - loss: 196.2782 - logits_profile_predictions_loss: 194.8445 - logcount_predictions_loss: 0.5310 1394/1423 [============================>.] - ETA: 16s - loss: 196.2781 - logits_profile_predictions_loss: 194.8444 - logcount_predictions_loss: 0.5310 1395/1423 [============================>.] - ETA: 15s - loss: 196.2781 - logits_profile_predictions_loss: 194.8444 - logcount_predictions_loss: 0.5310 1396/1423 [============================>.] - ETA: 15s - loss: 196.2780 - logits_profile_predictions_loss: 194.8443 - logcount_predictions_loss: 0.5310 1397/1423 [============================>.] - ETA: 14s - loss: 196.2780 - logits_profile_predictions_loss: 194.8443 - logcount_predictions_loss: 0.5310 1398/1423 [============================>.] - ETA: 14s - loss: 196.2780 - logits_profile_predictions_loss: 194.8442 - logcount_predictions_loss: 0.5310 1399/1423 [============================>.] - ETA: 13s - loss: 196.2779 - logits_profile_predictions_loss: 194.8442 - logcount_predictions_loss: 0.5310 1400/1423 [============================>.] - ETA: 12s - loss: 196.2779 - logits_profile_predictions_loss: 194.8441 - logcount_predictions_loss: 0.5310 1401/1423 [============================>.] - ETA: 12s - loss: 196.2779 - logits_profile_predictions_loss: 194.8441 - logcount_predictions_loss: 0.5310 1402/1423 [============================>.] - ETA: 11s - loss: 196.2778 - logits_profile_predictions_loss: 194.8440 - logcount_predictions_loss: 0.5310 1403/1423 [============================>.] - ETA: 11s - loss: 196.2778 - logits_profile_predictions_loss: 194.8440 - logcount_predictions_loss: 0.5310 1404/1423 [============================>.] - ETA: 10s - loss: 196.2777 - logits_profile_predictions_loss: 194.8439 - logcount_predictions_loss: 0.5310 1405/1423 [============================>.] - ETA: 10s - loss: 196.2777 - logits_profile_predictions_loss: 194.8439 - logcount_predictions_loss: 0.5310 1406/1423 [============================>.] - ETA: 9s - loss: 196.2776 - logits_profile_predictions_loss: 194.8438 - logcount_predictions_loss: 0.5310  1407/1423 [============================>.] - ETA: 9s - loss: 196.2776 - logits_profile_predictions_loss: 194.8438 - logcount_predictions_loss: 0.5310 1408/1423 [============================>.] - ETA: 8s - loss: 196.2775 - logits_profile_predictions_loss: 194.8437 - logcount_predictions_loss: 0.5310 1409/1423 [============================>.] - ETA: 7s - loss: 196.2775 - logits_profile_predictions_loss: 194.8436 - logcount_predictions_loss: 0.5310 1410/1423 [============================>.] - ETA: 7s - loss: 196.2774 - logits_profile_predictions_loss: 194.8436 - logcount_predictions_loss: 0.5310 1411/1423 [============================>.] - ETA: 6s - loss: 196.2773 - logits_profile_predictions_loss: 194.8435 - logcount_predictions_loss: 0.5310 1412/1423 [============================>.] - ETA: 6s - loss: 196.2773 - logits_profile_predictions_loss: 194.8434 - logcount_predictions_loss: 0.5310 1413/1423 [============================>.] - ETA: 5s - loss: 196.2772 - logits_profile_predictions_loss: 194.8434 - logcount_predictions_loss: 0.5310 1414/1423 [============================>.] - ETA: 5s - loss: 196.2772 - logits_profile_predictions_loss: 194.8433 - logcount_predictions_loss: 0.5310 1415/1423 [============================>.] - ETA: 4s - loss: 196.2772 - logits_profile_predictions_loss: 194.8433 - logcount_predictions_loss: 0.5310 1416/1423 [============================>.] - ETA: 3s - loss: 196.2771 - logits_profile_predictions_loss: 194.8432 - logcount_predictions_loss: 0.5310 1417/1423 [============================>.] - ETA: 3s - loss: 196.2770 - logits_profile_predictions_loss: 194.8431 - logcount_predictions_loss: 0.5310 1418/1423 [============================>.] - ETA: 2s - loss: 196.2769 - logits_profile_predictions_loss: 194.8430 - logcount_predictions_loss: 0.5310 1419/1423 [============================>.] - ETA: 2s - loss: 196.2769 - logits_profile_predictions_loss: 194.8429 - logcount_predictions_loss: 0.5310 1420/1423 [============================>.] - ETA: 1s - loss: 196.2768 - logits_profile_predictions_loss: 194.8429 - logcount_predictions_loss: 0.5310 1421/1423 [============================>.] - ETA: 1s - loss: 196.2767 - logits_profile_predictions_loss: 194.8428 - logcount_predictions_loss: 0.5310 1422/1423 [============================>.] - ETA: 0s - loss: 196.2767 - logits_profile_predictions_loss: 194.8427 - logcount_predictions_loss: 0.5311 1423/1423 [==============================] - ETA: 0s - loss: 196.2766 - logits_profile_predictions_loss: 194.8427 - logcount_predictions_loss: 0.5311 1423/1423 [==============================] - 832s 585ms/step - loss: 196.2766 - logits_profile_predictions_loss: 194.8426 - logcount_predictions_loss: 0.5311 - val_loss: 204.0715 - val_logits_profile_predictions_loss: 202.5354 - val_logcount_predictions_loss: 0.5689 + +Epoch 00012: val_loss did not improve from 202.07193 +Restoring model weights from the end of the best epoch. +Epoch 00012: early stopping +save model +save model without bias +2022-03-01_18-42-50: 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=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR060TTR//preprocessing/bigWigs/ENCSR060TTR.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR060TTR//chrombppnet_model_encsr283tme_bias//filtered.peaks.bed \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR060TTR//chrombppnet_model_encsr283tme_bias//filtered.nonpeaks.bed \ + --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_0.json \ + --inputlen=2114 \ + --outputlen=1000 \ + --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR060TTR//chrombppnet_model_encsr283tme_bias//chrombpnet \ + --batch_size=256 \ + --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR060TTR//chrombppnet_model_encsr283tme_bias//chrombpnet.h5 +got the model +loading peaks... +got split:test for bed regions:(25084, 10) +loading nonpeaks... +got split:test for bed regions:(25083, 10) +0/196 +100/196 +2022-03-01_18-48-17: 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=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR060TTR//preprocessing/bigWigs/ENCSR060TTR.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR060TTR//chrombppnet_model_encsr283tme_bias//filtered.peaks.bed \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR060TTR//chrombppnet_model_encsr283tme_bias//filtered.nonpeaks.bed \ + --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_0.json \ + --inputlen=2114 \ + --outputlen=1000 \ + --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR060TTR//chrombppnet_model_encsr283tme_bias//chrombpnet_wo_bias \ + --batch_size=256 \ + --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR060TTR//chrombppnet_model_encsr283tme_bias//chrombpnet_wo_bias.h5 +2022-03-01_18-52-25: 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=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR060TTR//preprocessing/bigWigs/ENCSR060TTR.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR060TTR//preprocessing/downloads/peaks.bed.gz \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR060TTR//negatives_data/negatives_with_summit.bed \ + --outlier_threshold=0.99 \ + --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_0.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/ENCSR283TME_bias_0.9.h5 \ + --output_dir=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR060TTR//chrombppnet_model_encsr283tme_bias/ +evaluating hyperparameters on the following chromosomes ['chr2', 'chr4', 'chr5', 'chr7', 'chr9', 'chr10', 'chr11', 'chr12', 'chr13', 'chr14', 'chr15', 'chr16', 'chr17', 'chr18', 'chr19', 'chr21', 'chr22', 'chrX', 'chrY', 'chr8', 'chr20'] +Number of peaks input: 92006 +Number of peaks filtered because the input/output is on the edge: 0 +Number of peaks being used: 92006 +Number of peaks input: 25084 +Number of peaks filtered because the input/output is on the edge: 0 +Number of peaks being used: 25084 +Number of non peaks input: 92006 +Number of non peaks filtered because the input/output is on the edge: 0 +Number of non peaks being used: 92006 +Number of non peaks input: 25083 +Number of non peaks filtered because the input/output is on the edge: 0 +Number of non peaks being used: 25083 +Number of peaks after removing outliers: 90989 +Number of nonpeaks after removing outliers: 76858 +got the model +Model: "functional_1" +__________________________________________________________________________________________________ +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 + 1/2402 [..............................] - ETA: 5:25:45 9/2402 [..............................] - ETA: 16s  18/2402 [..............................] - ETA: 15s 27/2402 [..............................] - ETA: 15s 36/2402 [..............................] - ETA: 14s 47/2402 [..............................] - ETA: 13s 58/2402 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[============================>.] - ETA: 0s 2386/2402 [============================>.] - ETA: 0s 2397/2402 [============================>.] - ETA: 0s 2402/2402 [==============================] - ETA: 0s 2402/2402 [==============================] - 19s 5ms/step +2022-03-01_18-56-16: 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=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR060TTR//preprocessing/bigWigs/ENCSR060TTR.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR060TTR//chrombppnet_model_encsr283tme_bias//filtered.peaks.bed \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR060TTR//chrombppnet_model_encsr283tme_bias//filtered.nonpeaks.bed \ + --params=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR060TTR//chrombppnet_model_encsr283tme_bias//chrombpnet_model_params.tsv \ + --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR060TTR//chrombppnet_model_encsr283tme_bias//chrombpnet \ + --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_0.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': '2.7', 'filters': '512', 'n_dil_layers': '8', 'bias_model_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR060TTR//chrombppnet_model_encsr283tme_bias/bias_model_scaled.h5', 'inputlen': '2114', 'outputlen': '1000', 'max_jitter': '500', 'chr_fold_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_0.json', 'negative_sampling_ratio': '0.1'} +got the model +loading peaks... +got split:train for bed regions:(82748, 10) +loading nonpeaks... +got split:train for bed regions:(69739, 10) +loading peaks... +got split:valid for bed regions:(8241, 10) +loading nonpeaks... +got split:valid for bed regions:(7119, 10) +Epoch 1/50 + 1/1423 [..............................] - ETA: 2:37:15 - loss: 241.2538 - logits_profile_predictions_loss: 231.4831 - logcount_predictions_loss: 3.6188 2/1423 [..............................] - ETA: 3:45 - loss: 1415.3942 - logits_profile_predictions_loss: 219.2697 - logcount_predictions_loss: 443.0091 3/1423 [..............................] - ETA: 3:45 - loss: 1548.6766 - logits_profile_predictions_loss: 220.4892 - logcount_predictions_loss: 491.9213 4/1423 [..............................] - ETA: 3:45 - loss: 1517.3288 - logits_profile_predictions_loss: 221.8489 - logcount_predictions_loss: 479.8074 5/1423 [..............................] - ETA: 3:44 - loss: 1454.5004 - logits_profile_predictions_loss: 225.9315 - logcount_predictions_loss: 455.0255 6/1423 [..............................] - ETA: 3:44 - loss: 1385.2516 - logits_profile_predictions_loss: 227.6727 - logcount_predictions_loss: 428.7329 7/1423 [..............................] - ETA: 3:43 - loss: 1319.7101 - logits_profile_predictions_loss: 228.9578 - logcount_predictions_loss: 403.9824 8/1423 [..............................] - ETA: 3:43 - loss: 1260.1462 - logits_profile_predictions_loss: 230.0910 - logcount_predictions_loss: 381.5020 9/1423 [..............................] - ETA: 3:43 - loss: 1206.2428 - logits_profile_predictions_loss: 230.7127 - logcount_predictions_loss: 361.3075 10/1423 [..............................] - ETA: 3:42 - loss: 1157.7188 - logits_profile_predictions_loss: 231.0795 - logcount_predictions_loss: 343.1997 11/1423 [..............................] - ETA: 3:42 - loss: 1113.9337 - logits_profile_predictions_loss: 231.2213 - logcount_predictions_loss: 326.9306 12/1423 [..............................] - ETA: 3:42 - loss: 1074.5157 - logits_profile_predictions_loss: 231.4033 - logcount_predictions_loss: 312.2638 13/1423 [..............................] - ETA: 3:42 - loss: 1039.1725 - logits_profile_predictions_loss: 231.8858 - logcount_predictions_loss: 298.9951 14/1423 [..............................] - ETA: 3:41 - loss: 1006.8784 - logits_profile_predictions_loss: 232.1698 - logcount_predictions_loss: 286.9291 15/1423 [..............................] - ETA: 3:41 - loss: 977.7746 - logits_profile_predictions_loss: 232.7894 - logcount_predictions_loss: 275.9204  16/1423 [..............................] - ETA: 3:41 - loss: 951.0606 - logits_profile_predictions_loss: 233.3192 - logcount_predictions_loss: 265.8302 17/1423 [..............................] - ETA: 3:41 - loss: 926.6835 - logits_profile_predictions_loss: 233.9942 - logcount_predictions_loss: 256.5516 18/1423 [..............................] - ETA: 3:41 - loss: 904.0451 - logits_profile_predictions_loss: 234.4930 - logcount_predictions_loss: 247.9823 19/1423 [..............................] - ETA: 3:40 - loss: 883.0431 - logits_profile_predictions_loss: 234.9237 - logcount_predictions_loss: 240.0442 20/1423 [..............................] - ETA: 3:40 - loss: 863.5972 - logits_profile_predictions_loss: 235.3858 - logcount_predictions_loss: 232.6709 21/1423 [..............................] - ETA: 3:40 - loss: 845.4851 - logits_profile_predictions_loss: 235.8223 - logcount_predictions_loss: 225.8011 22/1423 [..............................] - ETA: 3:40 - loss: 828.5009 - logits_profile_predictions_loss: 236.1696 - logcount_predictions_loss: 219.3820 23/1423 [..............................] - ETA: 3:40 - loss: 812.5220 - logits_profile_predictions_loss: 236.4260 - logcount_predictions_loss: 213.3689 24/1423 [..............................] - ETA: 3:39 - loss: 797.4999 - logits_profile_predictions_loss: 236.6450 - logcount_predictions_loss: 207.7240 25/1423 [..............................] - ETA: 3:39 - loss: 783.2984 - logits_profile_predictions_loss: 236.7855 - logcount_predictions_loss: 202.4122 26/1423 [..............................] - ETA: 3:39 - loss: 769.8769 - logits_profile_predictions_loss: 236.8840 - logcount_predictions_loss: 197.4048 27/1423 [..............................] - ETA: 3:39 - loss: 757.2096 - logits_profile_predictions_loss: 236.9847 - logcount_predictions_loss: 192.6759 28/1423 [..............................] - ETA: 3:38 - loss: 745.2720 - logits_profile_predictions_loss: 237.1248 - logcount_predictions_loss: 188.2027 29/1423 [..............................] - ETA: 3:38 - loss: 733.9819 - logits_profile_predictions_loss: 237.2799 - logcount_predictions_loss: 183.9637 30/1423 [..............................] - ETA: 3:38 - loss: 723.2555 - logits_profile_predictions_loss: 237.4177 - logcount_predictions_loss: 179.9399 31/1423 [..............................] - ETA: 3:38 - loss: 713.0960 - logits_profile_predictions_loss: 237.5836 - logcount_predictions_loss: 176.1157 32/1423 [..............................] - ETA: 3:38 - loss: 703.3606 - logits_profile_predictions_loss: 237.6813 - logcount_predictions_loss: 172.4738 33/1423 [..............................] - ETA: 3:38 - loss: 694.0065 - logits_profile_predictions_loss: 237.7041 - logcount_predictions_loss: 169.0009 34/1423 [..............................] - ETA: 3:37 - loss: 685.0504 - logits_profile_predictions_loss: 237.6988 - logcount_predictions_loss: 165.6858 35/1423 [..............................] - ETA: 3:37 - loss: 676.4889 - logits_profile_predictions_loss: 237.6908 - logcount_predictions_loss: 162.5178 36/1423 [..............................] - ETA: 3:37 - loss: 668.2857 - logits_profile_predictions_loss: 237.6709 - logcount_predictions_loss: 159.4870 37/1423 [..............................] - ETA: 3:37 - loss: 660.4120 - logits_profile_predictions_loss: 237.6358 - logcount_predictions_loss: 156.5838 38/1423 [..............................] - ETA: 3:37 - loss: 652.8665 - logits_profile_predictions_loss: 237.6049 - logcount_predictions_loss: 153.8006 39/1423 [..............................] - ETA: 3:36 - loss: 645.6160 - logits_profile_predictions_loss: 237.5653 - logcount_predictions_loss: 151.1299 40/1423 [..............................] - ETA: 3:36 - loss: 638.6337 - logits_profile_predictions_loss: 237.5105 - logcount_predictions_loss: 148.5642 41/1423 [..............................] - ETA: 3:36 - loss: 631.9413 - logits_profile_predictions_loss: 237.4772 - logcount_predictions_loss: 146.0978 42/1423 [..............................] - ETA: 3:36 - loss: 625.5211 - logits_profile_predictions_loss: 237.4633 - logcount_predictions_loss: 143.7251 43/1423 [..............................] - ETA: 3:36 - loss: 619.3263 - logits_profile_predictions_loss: 237.4391 - logcount_predictions_loss: 141.4397 44/1423 [..............................] - ETA: 3:36 - loss: 613.3807 - logits_profile_predictions_loss: 237.4396 - logcount_predictions_loss: 139.2374 45/1423 [..............................] - ETA: 3:36 - loss: 607.6308 - logits_profile_predictions_loss: 237.4256 - logcount_predictions_loss: 137.1130 46/1423 [..............................] - ETA: 3:35 - loss: 602.0705 - logits_profile_predictions_loss: 237.4019 - logcount_predictions_loss: 135.0625 47/1423 [..............................] - ETA: 3:35 - loss: 596.7094 - logits_profile_predictions_loss: 237.3875 - logcount_predictions_loss: 133.0822 48/1423 [>.............................] - ETA: 3:35 - loss: 591.5119 - logits_profile_predictions_loss: 237.3586 - logcount_predictions_loss: 131.1679 49/1423 [>.............................] - ETA: 3:35 - loss: 586.4883 - logits_profile_predictions_loss: 237.3336 - logcount_predictions_loss: 129.3166 50/1423 [>.............................] - ETA: 3:35 - loss: 581.6322 - logits_profile_predictions_loss: 237.3144 - logcount_predictions_loss: 127.5251 51/1423 [>.............................] - ETA: 3:35 - loss: 576.9419 - logits_profile_predictions_loss: 237.3072 - logcount_predictions_loss: 125.7907 52/1423 [>.............................] - ETA: 3:34 - loss: 572.4089 - logits_profile_predictions_loss: 237.3110 - logcount_predictions_loss: 124.1103 53/1423 [>.............................] - ETA: 3:34 - loss: 568.0002 - logits_profile_predictions_loss: 237.3013 - logcount_predictions_loss: 122.4811 54/1423 [>.............................] - ETA: 3:34 - loss: 563.7153 - logits_profile_predictions_loss: 237.2836 - logcount_predictions_loss: 120.9006 55/1423 [>.............................] - ETA: 3:34 - loss: 559.5584 - logits_profile_predictions_loss: 237.2677 - logcount_predictions_loss: 119.3670 56/1423 [>.............................] - ETA: 3:34 - loss: 555.5309 - logits_profile_predictions_loss: 237.2602 - logcount_predictions_loss: 117.8780 57/1423 [>.............................] - ETA: 3:34 - loss: 551.6208 - logits_profile_predictions_loss: 237.2550 - logcount_predictions_loss: 116.4318 58/1423 [>.............................] - ETA: 3:33 - loss: 547.8357 - logits_profile_predictions_loss: 237.2640 - logcount_predictions_loss: 115.0266 59/1423 [>.............................] - ETA: 3:33 - loss: 544.1460 - logits_profile_predictions_loss: 237.2636 - logcount_predictions_loss: 113.6602 60/1423 [>.............................] - ETA: 3:33 - loss: 540.5514 - logits_profile_predictions_loss: 237.2577 - logcount_predictions_loss: 112.3310 61/1423 [>.............................] - ETA: 3:33 - loss: 537.0564 - logits_profile_predictions_loss: 237.2549 - logcount_predictions_loss: 111.0376 62/1423 [>.............................] - ETA: 3:33 - loss: 533.6440 - logits_profile_predictions_loss: 237.2426 - logcount_predictions_loss: 109.7783 63/1423 [>.............................] - ETA: 3:33 - loss: 530.3310 - logits_profile_predictions_loss: 237.2406 - logcount_predictions_loss: 108.5520 64/1423 [>.............................] - ETA: 3:32 - loss: 527.0942 - logits_profile_predictions_loss: 237.2303 - logcount_predictions_loss: 107.3570 65/1423 [>.............................] - ETA: 3:32 - loss: 523.9400 - logits_profile_predictions_loss: 237.2211 - logcount_predictions_loss: 106.1922 66/1423 [>.............................] - ETA: 3:32 - loss: 520.8735 - logits_profile_predictions_loss: 237.2206 - logcount_predictions_loss: 105.0566 67/1423 [>.............................] - ETA: 3:32 - loss: 517.9017 - logits_profile_predictions_loss: 237.2382 - logcount_predictions_loss: 103.9495 68/1423 [>.............................] - ETA: 3:32 - loss: 515.0069 - logits_profile_predictions_loss: 237.2600 - logcount_predictions_loss: 102.8692 69/1423 [>.............................] - ETA: 3:32 - loss: 512.1733 - logits_profile_predictions_loss: 237.2736 - logcount_predictions_loss: 101.8147 70/1423 [>.............................] - ETA: 3:31 - loss: 509.3932 - logits_profile_predictions_loss: 237.2741 - logcount_predictions_loss: 100.7848 71/1423 [>.............................] - ETA: 3:31 - loss: 506.6899 - logits_profile_predictions_loss: 237.2857 - logcount_predictions_loss: 99.7793  72/1423 [>.............................] - ETA: 3:31 - loss: 504.0493 - logits_profile_predictions_loss: 237.2974 - logcount_predictions_loss: 98.7970 73/1423 [>.............................] - ETA: 3:31 - loss: 501.4611 - logits_profile_predictions_loss: 237.3015 - logcount_predictions_loss: 97.8369 74/1423 [>.............................] - ETA: 3:31 - loss: 498.9292 - logits_profile_predictions_loss: 237.3035 - logcount_predictions_loss: 96.8984 75/1423 [>.............................] - ETA: 3:31 - loss: 496.4571 - logits_profile_predictions_loss: 237.3093 - logcount_predictions_loss: 95.9807 76/1423 [>.............................] - ETA: 3:31 - loss: 494.0432 - logits_profile_predictions_loss: 237.3186 - logcount_predictions_loss: 95.0832 77/1423 [>.............................] - ETA: 3:30 - loss: 491.6847 - logits_profile_predictions_loss: 237.3309 - logcount_predictions_loss: 94.2051 78/1423 [>.............................] - ETA: 3:30 - loss: 489.3693 - logits_profile_predictions_loss: 237.3360 - logcount_predictions_loss: 93.3457 79/1423 [>.............................] - ETA: 3:30 - loss: 487.1001 - logits_profile_predictions_loss: 237.3383 - logcount_predictions_loss: 92.5044 80/1423 [>.............................] - ETA: 3:30 - loss: 484.8763 - logits_profile_predictions_loss: 237.3387 - logcount_predictions_loss: 91.6806 81/1423 [>.............................] - ETA: 3:30 - loss: 482.6965 - logits_profile_predictions_loss: 237.3373 - logcount_predictions_loss: 90.8738 82/1423 [>.............................] - ETA: 3:30 - loss: 480.5617 - logits_profile_predictions_loss: 237.3363 - logcount_predictions_loss: 90.0835 83/1423 [>.............................] - ETA: 3:29 - loss: 478.4667 - logits_profile_predictions_loss: 237.3320 - logcount_predictions_loss: 89.3092 84/1423 [>.............................] - ETA: 3:29 - loss: 476.4059 - logits_profile_predictions_loss: 237.3206 - logcount_predictions_loss: 88.5501 85/1423 [>.............................] - ETA: 3:29 - loss: 474.3848 - logits_profile_predictions_loss: 237.3086 - logcount_predictions_loss: 87.8060 86/1423 [>.............................] - ETA: 3:29 - loss: 472.4030 - logits_profile_predictions_loss: 237.2966 - logcount_predictions_loss: 87.0764 87/1423 [>.............................] - ETA: 3:29 - loss: 470.4563 - logits_profile_predictions_loss: 237.2819 - logcount_predictions_loss: 86.3609 88/1423 [>.............................] - ETA: 3:29 - loss: 468.5459 - logits_profile_predictions_loss: 237.2665 - logcount_predictions_loss: 85.6590 89/1423 [>.............................] - ETA: 3:28 - loss: 466.6640 - logits_profile_predictions_loss: 237.2443 - logcount_predictions_loss: 84.9702 90/1423 [>.............................] - ETA: 3:28 - loss: 464.8231 - 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[=>............................] - ETA: 3:27 - loss: 452.9295 - logits_profile_predictions_loss: 237.2090 - logcount_predictions_loss: 79.8965 98/1423 [=>............................] - ETA: 3:27 - loss: 451.3543 - logits_profile_predictions_loss: 237.2126 - logcount_predictions_loss: 79.3117 99/1423 [=>............................] - ETA: 3:27 - loss: 449.8021 - logits_profile_predictions_loss: 237.2124 - logcount_predictions_loss: 78.7369 100/1423 [=>............................] - ETA: 3:27 - loss: 448.2760 - logits_profile_predictions_loss: 237.2121 - logcount_predictions_loss: 78.1718 101/1423 [=>............................] - ETA: 3:27 - loss: 446.7751 - logits_profile_predictions_loss: 237.2113 - logcount_predictions_loss: 77.6162 102/1423 [=>............................] - ETA: 3:26 - loss: 445.3007 - logits_profile_predictions_loss: 237.2122 - logcount_predictions_loss: 77.0698 103/1423 [=>............................] - ETA: 3:26 - loss: 443.8529 - 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[=>............................] - ETA: 3:23 - loss: 419.0869 - logits_profile_predictions_loss: 237.1855 - logcount_predictions_loss: 67.3709 124/1423 [=>............................] - ETA: 3:23 - loss: 418.0384 - logits_profile_predictions_loss: 237.1930 - logcount_predictions_loss: 66.9798 125/1423 [=>............................] - ETA: 3:23 - loss: 417.0016 - logits_profile_predictions_loss: 237.1980 - logcount_predictions_loss: 66.5939 126/1423 [=>............................] - ETA: 3:23 - loss: 415.9802 - logits_profile_predictions_loss: 237.2041 - logcount_predictions_loss: 66.2134 127/1423 [=>............................] - ETA: 3:23 - loss: 414.9709 - logits_profile_predictions_loss: 237.2085 - logcount_predictions_loss: 65.8379 128/1423 [=>............................] - ETA: 3:22 - loss: 413.9749 - logits_profile_predictions_loss: 237.2127 - logcount_predictions_loss: 65.4675 129/1423 [=>............................] - ETA: 3:22 - loss: 412.9891 - 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[=>............................] - ETA: 3:21 - loss: 406.4628 - logits_profile_predictions_loss: 237.2451 - logcount_predictions_loss: 62.6732 137/1423 [=>............................] - ETA: 3:21 - loss: 405.5779 - logits_profile_predictions_loss: 237.2500 - logcount_predictions_loss: 62.3437 138/1423 [=>............................] - ETA: 3:21 - loss: 404.7037 - logits_profile_predictions_loss: 237.2543 - logcount_predictions_loss: 62.0183 139/1423 [=>............................] - ETA: 3:21 - loss: 403.8387 - logits_profile_predictions_loss: 237.2570 - logcount_predictions_loss: 61.6969 140/1423 [=>............................] - ETA: 3:21 - loss: 402.9866 - logits_profile_predictions_loss: 237.2619 - logcount_predictions_loss: 61.3795 141/1423 [=>............................] - ETA: 3:20 - loss: 402.1466 - logits_profile_predictions_loss: 237.2684 - logcount_predictions_loss: 61.0660 142/1423 [=>............................] - ETA: 3:20 - loss: 401.3145 - 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[==>...........................] - ETA: 3:19 - loss: 395.7410 - logits_profile_predictions_loss: 237.2823 - logcount_predictions_loss: 58.6884 150/1423 [==>...........................] - ETA: 3:19 - loss: 394.9785 - logits_profile_predictions_loss: 237.2808 - logcount_predictions_loss: 58.4066 151/1423 [==>...........................] - ETA: 3:19 - loss: 394.2248 - logits_profile_predictions_loss: 237.2793 - logcount_predictions_loss: 58.1280 152/1423 [==>...........................] - ETA: 3:19 - loss: 393.4791 - logits_profile_predictions_loss: 237.2774 - logcount_predictions_loss: 57.8525 153/1423 [==>...........................] - ETA: 3:18 - loss: 392.7417 - logits_profile_predictions_loss: 237.2755 - logcount_predictions_loss: 57.5801 154/1423 [==>...........................] - ETA: 3:18 - loss: 392.0097 - logits_profile_predictions_loss: 237.2709 - logcount_predictions_loss: 57.3107 155/1423 [==>...........................] - ETA: 3:18 - loss: 391.2855 - 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[==>...........................] - ETA: 3:17 - loss: 386.4393 - logits_profile_predictions_loss: 237.2383 - logcount_predictions_loss: 55.2596 163/1423 [==>...........................] - ETA: 3:17 - loss: 385.7732 - logits_profile_predictions_loss: 237.2314 - logcount_predictions_loss: 55.0155 164/1423 [==>...........................] - ETA: 3:17 - loss: 385.1127 - logits_profile_predictions_loss: 237.2233 - logcount_predictions_loss: 54.7739 165/1423 [==>...........................] - ETA: 3:17 - loss: 384.4584 - logits_profile_predictions_loss: 237.2145 - logcount_predictions_loss: 54.5348 166/1423 [==>...........................] - ETA: 3:16 - loss: 383.8094 - logits_profile_predictions_loss: 237.2044 - logcount_predictions_loss: 54.2982 167/1423 [==>...........................] - ETA: 3:16 - loss: 383.1682 - logits_profile_predictions_loss: 237.1953 - logcount_predictions_loss: 54.0640 168/1423 [==>...........................] - ETA: 3:16 - loss: 382.5338 - 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[==>...........................] - ETA: 3:15 - loss: 378.2420 - logits_profile_predictions_loss: 237.1013 - logcount_predictions_loss: 52.2744 176/1423 [==>...........................] - ETA: 3:15 - loss: 377.6528 - logits_profile_predictions_loss: 237.0892 - logcount_predictions_loss: 52.0606 177/1423 [==>...........................] - ETA: 3:15 - loss: 377.0697 - logits_profile_predictions_loss: 237.0777 - logcount_predictions_loss: 51.8489 178/1423 [==>...........................] - ETA: 3:15 - loss: 376.4961 - logits_profile_predictions_loss: 237.0698 - logcount_predictions_loss: 51.6394 179/1423 [==>...........................] - ETA: 3:14 - loss: 375.9276 - logits_profile_predictions_loss: 237.0616 - logcount_predictions_loss: 51.4319 180/1423 [==>...........................] - ETA: 3:14 - loss: 375.3641 - logits_profile_predictions_loss: 237.0530 - logcount_predictions_loss: 51.2264 181/1423 [==>...........................] - ETA: 3:14 - loss: 374.8067 - 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logits_profile_predictions_loss: 236.9128 - logcount_predictions_loss: 48.5434 195/1423 [===>..........................] - ETA: 3:12 - loss: 367.4860 - logits_profile_predictions_loss: 236.9016 - logcount_predictions_loss: 48.3646 196/1423 [===>..........................] - ETA: 3:12 - loss: 366.9975 - logits_profile_predictions_loss: 236.8916 - logcount_predictions_loss: 48.1874 197/1423 [===>..........................] - ETA: 3:12 - loss: 366.5138 - logits_profile_predictions_loss: 236.8820 - logcount_predictions_loss: 48.0118 198/1423 [===>..........................] - ETA: 3:12 - loss: 366.0337 - logits_profile_predictions_loss: 236.8719 - logcount_predictions_loss: 47.8377 199/1423 [===>..........................] - ETA: 3:11 - loss: 365.5569 - logits_profile_predictions_loss: 236.8611 - logcount_predictions_loss: 47.6651 200/1423 [===>..........................] - ETA: 3:11 - loss: 365.0847 - logits_profile_predictions_loss: 236.8508 - logcount_predictions_loss: 47.4941 201/1423 [===>..........................] - ETA: 3:11 - loss: 364.6173 - logits_profile_predictions_loss: 236.8411 - logcount_predictions_loss: 47.3245 202/1423 [===>..........................] - ETA: 3:11 - loss: 364.1531 - logits_profile_predictions_loss: 236.8309 - logcount_predictions_loss: 47.1564 203/1423 [===>..........................] - ETA: 3:11 - loss: 363.6930 - logits_profile_predictions_loss: 236.8207 - logcount_predictions_loss: 46.9897 204/1423 [===>..........................] - ETA: 3:11 - loss: 363.2360 - logits_profile_predictions_loss: 236.8099 - logcount_predictions_loss: 46.8245 205/1423 [===>..........................] - ETA: 3:10 - loss: 362.7845 - logits_profile_predictions_loss: 236.8007 - logcount_predictions_loss: 46.6607 206/1423 [===>..........................] - ETA: 3:10 - loss: 362.3348 - logits_profile_predictions_loss: 236.7897 - logcount_predictions_loss: 46.4982 207/1423 [===>..........................] - ETA: 3:10 - loss: 361.8882 - 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[===>..........................] - ETA: 3:09 - loss: 358.8618 - logits_profile_predictions_loss: 236.6971 - logcount_predictions_loss: 45.2462 215/1423 [===>..........................] - ETA: 3:09 - loss: 358.4421 - logits_profile_predictions_loss: 236.6845 - logcount_predictions_loss: 45.0954 216/1423 [===>..........................] - ETA: 3:09 - loss: 358.0259 - logits_profile_predictions_loss: 236.6722 - logcount_predictions_loss: 44.9458 217/1423 [===>..........................] - ETA: 3:09 - loss: 357.6128 - logits_profile_predictions_loss: 236.6597 - logcount_predictions_loss: 44.7975 218/1423 [===>..........................] - ETA: 3:08 - loss: 357.2028 - logits_profile_predictions_loss: 236.6471 - logcount_predictions_loss: 44.6503 219/1423 [===>..........................] - ETA: 3:08 - loss: 356.7952 - logits_profile_predictions_loss: 236.6337 - logcount_predictions_loss: 44.5043 220/1423 [===>..........................] - ETA: 3:08 - loss: 356.3901 - 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[====>.........................] - ETA: 3:01 - loss: 340.5410 - logits_profile_predictions_loss: 235.9455 - logcount_predictions_loss: 38.7391 267/1423 [====>.........................] - ETA: 3:01 - loss: 340.2499 - logits_profile_predictions_loss: 235.9329 - logcount_predictions_loss: 38.6359 268/1423 [====>.........................] - ETA: 3:01 - loss: 339.9604 - logits_profile_predictions_loss: 235.9202 - logcount_predictions_loss: 38.5334 269/1423 [====>.........................] - ETA: 3:01 - loss: 339.6732 - logits_profile_predictions_loss: 235.9080 - logcount_predictions_loss: 38.4316 270/1423 [====>.........................] - ETA: 3:00 - loss: 339.3874 - logits_profile_predictions_loss: 235.8954 - logcount_predictions_loss: 38.3304 271/1423 [====>.........................] - ETA: 3:00 - loss: 339.1037 - logits_profile_predictions_loss: 235.8831 - logcount_predictions_loss: 38.2299 272/1423 [====>.........................] - ETA: 3:00 - loss: 338.8226 - 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[====>.........................] - ETA: 2:59 - loss: 336.8945 - logits_profile_predictions_loss: 235.7840 - logcount_predictions_loss: 37.4484 280/1423 [====>.........................] - ETA: 2:59 - loss: 336.6246 - logits_profile_predictions_loss: 235.7705 - logcount_predictions_loss: 37.3534 281/1423 [====>.........................] - ETA: 2:59 - loss: 336.3559 - logits_profile_predictions_loss: 235.7566 - logcount_predictions_loss: 37.2590 282/1423 [====>.........................] - ETA: 2:59 - loss: 336.0883 - logits_profile_predictions_loss: 235.7424 - logcount_predictions_loss: 37.1652 283/1423 [====>.........................] - ETA: 2:58 - loss: 335.8217 - logits_profile_predictions_loss: 235.7276 - logcount_predictions_loss: 37.0719 284/1423 [====>.........................] - ETA: 2:58 - loss: 335.5564 - logits_profile_predictions_loss: 235.7125 - logcount_predictions_loss: 36.9792 285/1423 [=====>........................] - ETA: 2:58 - loss: 335.2925 - 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[=====>........................] - ETA: 2:55 - loss: 330.3015 - logits_profile_predictions_loss: 235.3934 - logcount_predictions_loss: 35.1512 306/1423 [=====>........................] - ETA: 2:55 - loss: 330.0658 - logits_profile_predictions_loss: 235.3785 - logcount_predictions_loss: 35.0694 307/1423 [=====>........................] - ETA: 2:55 - loss: 329.8310 - logits_profile_predictions_loss: 235.3634 - logcount_predictions_loss: 34.9880 308/1423 [=====>........................] - ETA: 2:55 - loss: 329.5970 - logits_profile_predictions_loss: 235.3480 - logcount_predictions_loss: 34.9071 309/1423 [=====>........................] - ETA: 2:54 - loss: 329.3642 - logits_profile_predictions_loss: 235.3326 - logcount_predictions_loss: 34.8266 310/1423 [=====>........................] - ETA: 2:54 - loss: 329.1326 - logits_profile_predictions_loss: 235.3172 - logcount_predictions_loss: 34.7465 311/1423 [=====>........................] - ETA: 2:54 - loss: 328.9020 - 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[=====>........................] - ETA: 2:53 - loss: 327.3233 - logits_profile_predictions_loss: 235.1965 - logcount_predictions_loss: 34.1211 319/1423 [=====>........................] - ETA: 2:53 - loss: 327.1023 - logits_profile_predictions_loss: 235.1816 - logcount_predictions_loss: 34.0447 320/1423 [=====>........................] - ETA: 2:53 - loss: 326.8821 - logits_profile_predictions_loss: 235.1664 - logcount_predictions_loss: 33.9688 321/1423 [=====>........................] - ETA: 2:52 - loss: 326.6632 - logits_profile_predictions_loss: 235.1514 - logcount_predictions_loss: 33.8932 322/1423 [=====>........................] - ETA: 2:52 - loss: 326.4457 - logits_profile_predictions_loss: 235.1369 - logcount_predictions_loss: 33.8181 323/1423 [=====>........................] - ETA: 2:52 - loss: 326.2293 - logits_profile_predictions_loss: 235.1224 - logcount_predictions_loss: 33.7433 324/1423 [=====>........................] - ETA: 2:52 - loss: 326.0142 - 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[=====>........................] - ETA: 2:51 - loss: 324.5351 - logits_profile_predictions_loss: 235.0063 - logcount_predictions_loss: 33.1588 332/1423 [=====>........................] - ETA: 2:51 - loss: 324.3276 - logits_profile_predictions_loss: 234.9916 - logcount_predictions_loss: 33.0874 333/1423 [======>.......................] - ETA: 2:51 - loss: 324.1210 - logits_profile_predictions_loss: 234.9769 - logcount_predictions_loss: 33.0164 334/1423 [======>.......................] - ETA: 2:50 - loss: 323.9152 - logits_profile_predictions_loss: 234.9619 - logcount_predictions_loss: 32.9457 335/1423 [======>.......................] - ETA: 2:50 - loss: 323.7104 - logits_profile_predictions_loss: 234.9471 - logcount_predictions_loss: 32.8753 336/1423 [======>.......................] - ETA: 2:50 - loss: 323.5064 - logits_profile_predictions_loss: 234.9321 - logcount_predictions_loss: 32.8053 337/1423 [======>.......................] - ETA: 2:50 - loss: 323.3032 - 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[======>.......................] - ETA: 2:49 - loss: 321.9003 - logits_profile_predictions_loss: 234.8049 - logcount_predictions_loss: 32.2576 345/1423 [======>.......................] - ETA: 2:49 - loss: 321.7039 - logits_profile_predictions_loss: 234.7893 - logcount_predictions_loss: 32.1906 346/1423 [======>.......................] - ETA: 2:49 - loss: 321.5084 - logits_profile_predictions_loss: 234.7737 - logcount_predictions_loss: 32.1240 347/1423 [======>.......................] - ETA: 2:48 - loss: 321.3140 - logits_profile_predictions_loss: 234.7583 - logcount_predictions_loss: 32.0577 348/1423 [======>.......................] - ETA: 2:48 - loss: 321.1207 - logits_profile_predictions_loss: 234.7433 - logcount_predictions_loss: 31.9917 349/1423 [======>.......................] - ETA: 2:48 - loss: 320.9285 - logits_profile_predictions_loss: 234.7283 - logcount_predictions_loss: 31.9260 350/1423 [======>.......................] - ETA: 2:48 - loss: 320.7376 - 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[============================>.] - ETA: 0s - loss: 258.0699 - logits_profile_predictions_loss: 226.7784 - logcount_predictions_loss: 11.5895 1418/1423 [============================>.] - ETA: 0s - loss: 258.0497 - logits_profile_predictions_loss: 226.7740 - logcount_predictions_loss: 11.5836 1419/1423 [============================>.] - ETA: 0s - loss: 258.0294 - logits_profile_predictions_loss: 226.7696 - logcount_predictions_loss: 11.5777 1420/1423 [============================>.] - ETA: 0s - loss: 258.0092 - logits_profile_predictions_loss: 226.7652 - logcount_predictions_loss: 11.5718 1421/1423 [============================>.] - ETA: 0s - loss: 257.9889 - logits_profile_predictions_loss: 226.7608 - logcount_predictions_loss: 11.5660 1422/1423 [============================>.] - ETA: 0s - loss: 257.9687 - logits_profile_predictions_loss: 226.7564 - logcount_predictions_loss: 11.5601 1423/1423 [==============================] - ETA: 0s - loss: 257.9485 - logits_profile_predictions_loss: 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[..............................] - ETA: 3:52 - loss: 221.3578 - logits_profile_predictions_loss: 219.1437 - logcount_predictions_loss: 0.8200 5/1423 [..............................] - ETA: 3:49 - loss: 222.1997 - logits_profile_predictions_loss: 219.9246 - logcount_predictions_loss: 0.8426 6/1423 [..............................] - ETA: 3:48 - loss: 221.2045 - logits_profile_predictions_loss: 218.9092 - logcount_predictions_loss: 0.8501 7/1423 [..............................] - ETA: 3:47 - loss: 221.3927 - logits_profile_predictions_loss: 219.0738 - logcount_predictions_loss: 0.8589 8/1423 [..............................] - ETA: 3:46 - loss: 221.0818 - logits_profile_predictions_loss: 218.7439 - logcount_predictions_loss: 0.8659 9/1423 [..............................] - ETA: 3:46 - loss: 220.1644 - logits_profile_predictions_loss: 217.8148 - logcount_predictions_loss: 0.8702 10/1423 [..............................] - ETA: 3:45 - loss: 219.7293 - logits_profile_predictions_loss: 217.3661 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[==>...........................] - ETA: 3:15 - loss: 213.1464 - logits_profile_predictions_loss: 210.3788 - logcount_predictions_loss: 1.0251 189/1423 [==>...........................] - ETA: 3:15 - loss: 213.1603 - logits_profile_predictions_loss: 210.3921 - logcount_predictions_loss: 1.0252 190/1423 [===>..........................] - ETA: 3:15 - loss: 213.1734 - logits_profile_predictions_loss: 210.4048 - logcount_predictions_loss: 1.0254 191/1423 [===>..........................] - ETA: 3:15 - loss: 213.1870 - logits_profile_predictions_loss: 210.4179 - logcount_predictions_loss: 1.0256 192/1423 [===>..........................] - ETA: 3:14 - loss: 213.1999 - logits_profile_predictions_loss: 210.4304 - logcount_predictions_loss: 1.0257 193/1423 [===>..........................] - ETA: 3:14 - loss: 213.2131 - logits_profile_predictions_loss: 210.4432 - logcount_predictions_loss: 1.0259 194/1423 [===>..........................] - ETA: 3:14 - loss: 213.2266 - logits_profile_predictions_loss: 210.4564 - logcount_predictions_loss: 1.0260 195/1423 [===>..........................] - ETA: 3:14 - loss: 213.2399 - logits_profile_predictions_loss: 210.4693 - logcount_predictions_loss: 1.0262 196/1423 [===>..........................] - ETA: 3:14 - loss: 213.2531 - logits_profile_predictions_loss: 210.4821 - logcount_predictions_loss: 1.0263 197/1423 [===>..........................] - ETA: 3:14 - loss: 213.2674 - logits_profile_predictions_loss: 210.4960 - logcount_predictions_loss: 1.0264 198/1423 [===>..........................] - ETA: 3:13 - loss: 213.2808 - logits_profile_predictions_loss: 210.5090 - logcount_predictions_loss: 1.0266 199/1423 [===>..........................] - ETA: 3:13 - loss: 213.2945 - logits_profile_predictions_loss: 210.5224 - logcount_predictions_loss: 1.0267 200/1423 [===>..........................] - ETA: 3:13 - loss: 213.3085 - logits_profile_predictions_loss: 210.5360 - logcount_predictions_loss: 1.0269 201/1423 [===>..........................] - ETA: 3:13 - loss: 213.3218 - logits_profile_predictions_loss: 210.5489 - logcount_predictions_loss: 1.0270 202/1423 [===>..........................] - ETA: 3:13 - loss: 213.3359 - logits_profile_predictions_loss: 210.5627 - logcount_predictions_loss: 1.0271 203/1423 [===>..........................] - ETA: 3:13 - loss: 213.3491 - logits_profile_predictions_loss: 210.5756 - logcount_predictions_loss: 1.0272 204/1423 [===>..........................] - ETA: 3:13 - loss: 213.3613 - logits_profile_predictions_loss: 210.5875 - logcount_predictions_loss: 1.0273 205/1423 [===>..........................] - ETA: 3:12 - loss: 213.3736 - logits_profile_predictions_loss: 210.5994 - logcount_predictions_loss: 1.0275 206/1423 [===>..........................] - ETA: 3:12 - loss: 213.3856 - logits_profile_predictions_loss: 210.6111 - logcount_predictions_loss: 1.0276 207/1423 [===>..........................] - ETA: 3:12 - loss: 213.3986 - logits_profile_predictions_loss: 210.6238 - logcount_predictions_loss: 1.0277 208/1423 [===>..........................] - ETA: 3:12 - loss: 213.4115 - logits_profile_predictions_loss: 210.6363 - logcount_predictions_loss: 1.0278 209/1423 [===>..........................] - ETA: 3:12 - loss: 213.4236 - logits_profile_predictions_loss: 210.6481 - logcount_predictions_loss: 1.0280 210/1423 [===>..........................] - ETA: 3:12 - loss: 213.4347 - logits_profile_predictions_loss: 210.6590 - logcount_predictions_loss: 1.0281 211/1423 [===>..........................] - ETA: 3:11 - loss: 213.4455 - logits_profile_predictions_loss: 210.6695 - logcount_predictions_loss: 1.0282 212/1423 [===>..........................] - ETA: 3:11 - loss: 213.4553 - logits_profile_predictions_loss: 210.6790 - logcount_predictions_loss: 1.0283 213/1423 [===>..........................] - ETA: 3:11 - loss: 213.4657 - logits_profile_predictions_loss: 210.6891 - logcount_predictions_loss: 1.0284 214/1423 [===>..........................] - ETA: 3:11 - loss: 213.4761 - logits_profile_predictions_loss: 210.6992 - logcount_predictions_loss: 1.0285 215/1423 [===>..........................] - ETA: 3:11 - loss: 213.4871 - logits_profile_predictions_loss: 210.7099 - logcount_predictions_loss: 1.0286 216/1423 [===>..........................] - ETA: 3:11 - loss: 213.4970 - logits_profile_predictions_loss: 210.7196 - logcount_predictions_loss: 1.0287 217/1423 [===>..........................] - ETA: 3:10 - loss: 213.5067 - logits_profile_predictions_loss: 210.7290 - logcount_predictions_loss: 1.0288 218/1423 [===>..........................] - ETA: 3:10 - loss: 213.5180 - logits_profile_predictions_loss: 210.7400 - logcount_predictions_loss: 1.0289 219/1423 [===>..........................] - ETA: 3:10 - loss: 213.5291 - logits_profile_predictions_loss: 210.7508 - logcount_predictions_loss: 1.0290 220/1423 [===>..........................] - ETA: 3:10 - loss: 213.5399 - logits_profile_predictions_loss: 210.7614 - logcount_predictions_loss: 1.0291 221/1423 [===>..........................] - ETA: 3:10 - loss: 213.5518 - logits_profile_predictions_loss: 210.7731 - logcount_predictions_loss: 1.0292 222/1423 [===>..........................] - ETA: 3:10 - loss: 213.5636 - logits_profile_predictions_loss: 210.7846 - logcount_predictions_loss: 1.0292 223/1423 [===>..........................] - ETA: 3:10 - loss: 213.5741 - logits_profile_predictions_loss: 210.7949 - logcount_predictions_loss: 1.0293 224/1423 [===>..........................] - ETA: 3:09 - loss: 213.5848 - logits_profile_predictions_loss: 210.8055 - logcount_predictions_loss: 1.0294 225/1423 [===>..........................] - ETA: 3:09 - loss: 213.5973 - logits_profile_predictions_loss: 210.8178 - logcount_predictions_loss: 1.0295 226/1423 [===>..........................] - ETA: 3:09 - loss: 213.6089 - logits_profile_predictions_loss: 210.8291 - logcount_predictions_loss: 1.0295 227/1423 [===>..........................] - ETA: 3:09 - loss: 213.6210 - logits_profile_predictions_loss: 210.8410 - logcount_predictions_loss: 1.0296 228/1423 [===>..........................] - ETA: 3:09 - loss: 213.6333 - logits_profile_predictions_loss: 210.8532 - logcount_predictions_loss: 1.0297 229/1423 [===>..........................] - ETA: 3:09 - loss: 213.6459 - logits_profile_predictions_loss: 210.8656 - logcount_predictions_loss: 1.0298 230/1423 [===>..........................] - ETA: 3:08 - loss: 213.6587 - logits_profile_predictions_loss: 210.8782 - logcount_predictions_loss: 1.0298 231/1423 [===>..........................] - ETA: 3:08 - loss: 213.6709 - logits_profile_predictions_loss: 210.8902 - logcount_predictions_loss: 1.0299 232/1423 [===>..........................] - ETA: 3:08 - loss: 213.6832 - logits_profile_predictions_loss: 210.9024 - logcount_predictions_loss: 1.0299 233/1423 [===>..........................] - ETA: 3:08 - loss: 213.6958 - logits_profile_predictions_loss: 210.9148 - logcount_predictions_loss: 1.0300 234/1423 [===>..........................] - ETA: 3:08 - loss: 213.7074 - logits_profile_predictions_loss: 210.9263 - logcount_predictions_loss: 1.0300 235/1423 [===>..........................] - ETA: 3:08 - loss: 213.7188 - logits_profile_predictions_loss: 210.9376 - logcount_predictions_loss: 1.0301 236/1423 [===>..........................] - ETA: 3:07 - loss: 213.7294 - logits_profile_predictions_loss: 210.9480 - logcount_predictions_loss: 1.0301 237/1423 [===>..........................] - ETA: 3:07 - loss: 213.7394 - logits_profile_predictions_loss: 210.9579 - logcount_predictions_loss: 1.0302 238/1423 [====>.........................] - ETA: 3:07 - loss: 213.7491 - logits_profile_predictions_loss: 210.9676 - logcount_predictions_loss: 1.0302 239/1423 [====>.........................] - ETA: 3:07 - loss: 213.7603 - logits_profile_predictions_loss: 210.9786 - logcount_predictions_loss: 1.0303 240/1423 [====>.........................] - ETA: 3:07 - loss: 213.7712 - logits_profile_predictions_loss: 210.9894 - logcount_predictions_loss: 1.0303 241/1423 [====>.........................] - ETA: 3:07 - loss: 213.7825 - logits_profile_predictions_loss: 211.0006 - logcount_predictions_loss: 1.0303 242/1423 [====>.........................] - ETA: 3:07 - loss: 213.7930 - logits_profile_predictions_loss: 211.0110 - logcount_predictions_loss: 1.0304 243/1423 [====>.........................] - ETA: 3:06 - loss: 213.8029 - logits_profile_predictions_loss: 211.0208 - logcount_predictions_loss: 1.0304 244/1423 [====>.........................] - ETA: 3:06 - loss: 213.8122 - logits_profile_predictions_loss: 211.0301 - logcount_predictions_loss: 1.0304 245/1423 [====>.........................] - ETA: 3:06 - loss: 213.8225 - logits_profile_predictions_loss: 211.0403 - logcount_predictions_loss: 1.0305 246/1423 [====>.........................] - ETA: 3:06 - loss: 213.8320 - logits_profile_predictions_loss: 211.0497 - logcount_predictions_loss: 1.0305 247/1423 [====>.........................] - ETA: 3:06 - loss: 213.8413 - logits_profile_predictions_loss: 211.0590 - logcount_predictions_loss: 1.0305 248/1423 [====>.........................] - ETA: 3:06 - loss: 213.8509 - logits_profile_predictions_loss: 211.0685 - logcount_predictions_loss: 1.0305 249/1423 [====>.........................] - ETA: 3:05 - loss: 213.8612 - logits_profile_predictions_loss: 211.0788 - logcount_predictions_loss: 1.0305 250/1423 [====>.........................] - ETA: 3:05 - loss: 213.8718 - logits_profile_predictions_loss: 211.0893 - logcount_predictions_loss: 1.0306 251/1423 [====>.........................] - ETA: 3:05 - loss: 213.8820 - logits_profile_predictions_loss: 211.0995 - logcount_predictions_loss: 1.0306 252/1423 [====>.........................] - ETA: 3:05 - loss: 213.8916 - logits_profile_predictions_loss: 211.1091 - logcount_predictions_loss: 1.0306 253/1423 [====>.........................] - ETA: 3:05 - loss: 213.9003 - logits_profile_predictions_loss: 211.1177 - logcount_predictions_loss: 1.0306 254/1423 [====>.........................] - ETA: 3:05 - loss: 213.9083 - logits_profile_predictions_loss: 211.1257 - logcount_predictions_loss: 1.0306 255/1423 [====>.........................] - ETA: 3:04 - loss: 213.9157 - logits_profile_predictions_loss: 211.1331 - logcount_predictions_loss: 1.0306 256/1423 [====>.........................] - ETA: 3:04 - loss: 213.9231 - logits_profile_predictions_loss: 211.1405 - logcount_predictions_loss: 1.0306 257/1423 [====>.........................] - ETA: 3:04 - loss: 213.9310 - logits_profile_predictions_loss: 211.1484 - logcount_predictions_loss: 1.0306 258/1423 [====>.........................] - ETA: 3:04 - loss: 213.9396 - logits_profile_predictions_loss: 211.1570 - logcount_predictions_loss: 1.0306 259/1423 [====>.........................] - ETA: 3:04 - loss: 213.9482 - logits_profile_predictions_loss: 211.1656 - logcount_predictions_loss: 1.0306 260/1423 [====>.........................] - ETA: 3:04 - loss: 213.9570 - logits_profile_predictions_loss: 211.1744 - logcount_predictions_loss: 1.0306 261/1423 [====>.........................] - ETA: 3:04 - loss: 213.9665 - logits_profile_predictions_loss: 211.1838 - logcount_predictions_loss: 1.0306 262/1423 [====>.........................] - ETA: 3:03 - loss: 213.9763 - logits_profile_predictions_loss: 211.1937 - logcount_predictions_loss: 1.0306 263/1423 [====>.........................] - ETA: 3:03 - loss: 213.9861 - logits_profile_predictions_loss: 211.2034 - logcount_predictions_loss: 1.0306 264/1423 [====>.........................] - ETA: 3:03 - loss: 213.9957 - logits_profile_predictions_loss: 211.2130 - logcount_predictions_loss: 1.0306 265/1423 [====>.........................] - ETA: 3:03 - loss: 214.0054 - logits_profile_predictions_loss: 211.2227 - logcount_predictions_loss: 1.0307 266/1423 [====>.........................] - ETA: 3:03 - loss: 214.0152 - logits_profile_predictions_loss: 211.2324 - logcount_predictions_loss: 1.0307 267/1423 [====>.........................] - ETA: 3:03 - loss: 214.0249 - logits_profile_predictions_loss: 211.2421 - logcount_predictions_loss: 1.0307 268/1423 [====>.........................] - ETA: 3:02 - loss: 214.0341 - logits_profile_predictions_loss: 211.2513 - logcount_predictions_loss: 1.0307 269/1423 [====>.........................] - ETA: 3:02 - loss: 214.0432 - logits_profile_predictions_loss: 211.2603 - logcount_predictions_loss: 1.0307 270/1423 [====>.........................] - ETA: 3:02 - loss: 214.0524 - logits_profile_predictions_loss: 211.2695 - logcount_predictions_loss: 1.0307 271/1423 [====>.........................] - ETA: 3:02 - loss: 214.0617 - logits_profile_predictions_loss: 211.2788 - logcount_predictions_loss: 1.0307 272/1423 [====>.........................] - ETA: 3:02 - loss: 214.0713 - logits_profile_predictions_loss: 211.2883 - logcount_predictions_loss: 1.0307 273/1423 [====>.........................] - ETA: 3:02 - loss: 214.0804 - logits_profile_predictions_loss: 211.2974 - logcount_predictions_loss: 1.0307 274/1423 [====>.........................] - ETA: 3:01 - loss: 214.0893 - logits_profile_predictions_loss: 211.3063 - logcount_predictions_loss: 1.0308 275/1423 [====>.........................] - ETA: 3:01 - loss: 214.0980 - logits_profile_predictions_loss: 211.3149 - logcount_predictions_loss: 1.0308 276/1423 [====>.........................] - ETA: 3:01 - loss: 214.1072 - logits_profile_predictions_loss: 211.3241 - logcount_predictions_loss: 1.0308 277/1423 [====>.........................] - ETA: 3:01 - loss: 214.1164 - logits_profile_predictions_loss: 211.3333 - logcount_predictions_loss: 1.0308 278/1423 [====>.........................] - ETA: 3:01 - loss: 214.1260 - logits_profile_predictions_loss: 211.3428 - logcount_predictions_loss: 1.0308 279/1423 [====>.........................] - ETA: 3:01 - loss: 214.1353 - logits_profile_predictions_loss: 211.3521 - logcount_predictions_loss: 1.0308 280/1423 [====>.........................] - ETA: 3:01 - loss: 214.1441 - logits_profile_predictions_loss: 211.3609 - logcount_predictions_loss: 1.0308 281/1423 [====>.........................] - ETA: 3:00 - loss: 214.1527 - logits_profile_predictions_loss: 211.3695 - logcount_predictions_loss: 1.0308 282/1423 [====>.........................] - ETA: 3:00 - loss: 214.1611 - logits_profile_predictions_loss: 211.3778 - logcount_predictions_loss: 1.0309 283/1423 [====>.........................] - ETA: 3:00 - loss: 214.1698 - logits_profile_predictions_loss: 211.3865 - logcount_predictions_loss: 1.0309 284/1423 [====>.........................] - ETA: 3:00 - loss: 214.1787 - logits_profile_predictions_loss: 211.3954 - logcount_predictions_loss: 1.0309 285/1423 [=====>........................] - ETA: 3:00 - loss: 214.1866 - logits_profile_predictions_loss: 211.4033 - logcount_predictions_loss: 1.0309 286/1423 [=====>........................] - ETA: 3:00 - loss: 214.1942 - logits_profile_predictions_loss: 211.4109 - logcount_predictions_loss: 1.0309 287/1423 [=====>........................] - ETA: 2:59 - loss: 214.2018 - logits_profile_predictions_loss: 211.4184 - logcount_predictions_loss: 1.0309 288/1423 [=====>........................] - ETA: 2:59 - loss: 214.2088 - logits_profile_predictions_loss: 211.4255 - logcount_predictions_loss: 1.0309 289/1423 [=====>........................] - ETA: 2:59 - loss: 214.2157 - logits_profile_predictions_loss: 211.4324 - logcount_predictions_loss: 1.0309 290/1423 [=====>........................] - ETA: 2:59 - loss: 214.2224 - logits_profile_predictions_loss: 211.4391 - logcount_predictions_loss: 1.0309 291/1423 [=====>........................] - ETA: 2:59 - loss: 214.2284 - logits_profile_predictions_loss: 211.4450 - logcount_predictions_loss: 1.0309 292/1423 [=====>........................] - ETA: 2:59 - loss: 214.2343 - logits_profile_predictions_loss: 211.4509 - logcount_predictions_loss: 1.0309 293/1423 [=====>........................] - ETA: 2:58 - loss: 214.2398 - logits_profile_predictions_loss: 211.4565 - logcount_predictions_loss: 1.0309 294/1423 [=====>........................] - ETA: 2:58 - loss: 214.2453 - logits_profile_predictions_loss: 211.4620 - logcount_predictions_loss: 1.0309 295/1423 [=====>........................] - ETA: 2:58 - loss: 214.2514 - logits_profile_predictions_loss: 211.4681 - logcount_predictions_loss: 1.0309 296/1423 [=====>........................] - ETA: 2:58 - loss: 214.2572 - logits_profile_predictions_loss: 211.4739 - logcount_predictions_loss: 1.0309 297/1423 [=====>........................] - ETA: 2:58 - loss: 214.2625 - logits_profile_predictions_loss: 211.4793 - logcount_predictions_loss: 1.0308 298/1423 [=====>........................] - ETA: 2:58 - loss: 214.2680 - logits_profile_predictions_loss: 211.4847 - logcount_predictions_loss: 1.0308 299/1423 [=====>........................] - ETA: 2:58 - loss: 214.2731 - logits_profile_predictions_loss: 211.4899 - logcount_predictions_loss: 1.0308 300/1423 [=====>........................] - ETA: 2:57 - loss: 214.2780 - logits_profile_predictions_loss: 211.4949 - logcount_predictions_loss: 1.0308 301/1423 [=====>........................] - ETA: 2:57 - loss: 214.2826 - logits_profile_predictions_loss: 211.4994 - logcount_predictions_loss: 1.0308 302/1423 [=====>........................] - ETA: 2:57 - loss: 214.2870 - logits_profile_predictions_loss: 211.5039 - logcount_predictions_loss: 1.0308 303/1423 [=====>........................] - ETA: 2:57 - loss: 214.2915 - logits_profile_predictions_loss: 211.5084 - logcount_predictions_loss: 1.0308 304/1423 [=====>........................] - ETA: 2:57 - loss: 214.2959 - logits_profile_predictions_loss: 211.5129 - logcount_predictions_loss: 1.0308 305/1423 [=====>........................] - ETA: 2:57 - loss: 214.3008 - logits_profile_predictions_loss: 211.5178 - logcount_predictions_loss: 1.0307 306/1423 [=====>........................] - ETA: 2:56 - loss: 214.3056 - logits_profile_predictions_loss: 211.5226 - logcount_predictions_loss: 1.0307 307/1423 [=====>........................] - ETA: 2:56 - loss: 214.3103 - logits_profile_predictions_loss: 211.5274 - logcount_predictions_loss: 1.0307 308/1423 [=====>........................] - ETA: 2:56 - loss: 214.3144 - logits_profile_predictions_loss: 211.5315 - logcount_predictions_loss: 1.0307 309/1423 [=====>........................] - ETA: 2:56 - loss: 214.3187 - logits_profile_predictions_loss: 211.5358 - logcount_predictions_loss: 1.0307 310/1423 [=====>........................] - ETA: 2:56 - loss: 214.3226 - logits_profile_predictions_loss: 211.5397 - logcount_predictions_loss: 1.0307 311/1423 [=====>........................] - ETA: 2:56 - loss: 214.3261 - logits_profile_predictions_loss: 211.5433 - logcount_predictions_loss: 1.0307 312/1423 [=====>........................] - ETA: 2:55 - loss: 214.3295 - logits_profile_predictions_loss: 211.5467 - logcount_predictions_loss: 1.0307 313/1423 [=====>........................] - ETA: 2:55 - loss: 214.3331 - logits_profile_predictions_loss: 211.5503 - logcount_predictions_loss: 1.0307 314/1423 [=====>........................] - ETA: 2:55 - loss: 214.3364 - logits_profile_predictions_loss: 211.5537 - logcount_predictions_loss: 1.0307 315/1423 [=====>........................] - ETA: 2:55 - loss: 214.3398 - logits_profile_predictions_loss: 211.5571 - logcount_predictions_loss: 1.0307 316/1423 [=====>........................] - ETA: 2:55 - loss: 214.3427 - logits_profile_predictions_loss: 211.5600 - logcount_predictions_loss: 1.0306 317/1423 [=====>........................] - ETA: 2:55 - loss: 214.3452 - logits_profile_predictions_loss: 211.5625 - logcount_predictions_loss: 1.0306 318/1423 [=====>........................] - ETA: 2:55 - loss: 214.3477 - logits_profile_predictions_loss: 211.5651 - logcount_predictions_loss: 1.0306 319/1423 [=====>........................] - ETA: 2:54 - loss: 214.3500 - logits_profile_predictions_loss: 211.5674 - logcount_predictions_loss: 1.0306 320/1423 [=====>........................] - ETA: 2:54 - loss: 214.3521 - logits_profile_predictions_loss: 211.5695 - logcount_predictions_loss: 1.0306 321/1423 [=====>........................] - ETA: 2:54 - loss: 214.3539 - logits_profile_predictions_loss: 211.5714 - logcount_predictions_loss: 1.0306 322/1423 [=====>........................] - ETA: 2:54 - loss: 214.3558 - logits_profile_predictions_loss: 211.5733 - logcount_predictions_loss: 1.0306 323/1423 [=====>........................] - ETA: 2:54 - loss: 214.3580 - logits_profile_predictions_loss: 211.5756 - logcount_predictions_loss: 1.0305 324/1423 [=====>........................] - ETA: 2:54 - loss: 214.3606 - logits_profile_predictions_loss: 211.5782 - logcount_predictions_loss: 1.0305 325/1423 [=====>........................] - ETA: 2:53 - loss: 214.3634 - logits_profile_predictions_loss: 211.5810 - logcount_predictions_loss: 1.0305 326/1423 [=====>........................] - ETA: 2:53 - loss: 214.3660 - logits_profile_predictions_loss: 211.5837 - logcount_predictions_loss: 1.0305 327/1423 [=====>........................] - ETA: 2:53 - loss: 214.3688 - logits_profile_predictions_loss: 211.5866 - logcount_predictions_loss: 1.0305 328/1423 [=====>........................] - ETA: 2:53 - loss: 214.3712 - logits_profile_predictions_loss: 211.5890 - logcount_predictions_loss: 1.0304 329/1423 [=====>........................] - ETA: 2:53 - loss: 214.3735 - logits_profile_predictions_loss: 211.5914 - logcount_predictions_loss: 1.0304 330/1423 [=====>........................] - ETA: 2:53 - loss: 214.3753 - logits_profile_predictions_loss: 211.5933 - logcount_predictions_loss: 1.0304 331/1423 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205.2321 - val_logits_profile_predictions_loss: 203.0267 - val_logcount_predictions_loss: 0.8168 + +Epoch 00002: val_loss improved from 210.87370 to 205.23213, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR060TTR//chrombppnet_model_encsr283tme_bias/chrombpnet.h5 +Epoch 3/50 + 1/1423 [..............................] - ETA: 5:05 - loss: 265.4155 - logits_profile_predictions_loss: 262.0635 - logcount_predictions_loss: 1.2415 2/1423 [..............................] - ETA: 3:42 - loss: 260.8556 - logits_profile_predictions_loss: 257.6493 - logcount_predictions_loss: 1.1875 3/1423 [..............................] - ETA: 3:42 - loss: 256.9352 - logits_profile_predictions_loss: 253.9174 - logcount_predictions_loss: 1.1177 4/1423 [..............................] - ETA: 3:42 - loss: 255.6627 - logits_profile_predictions_loss: 252.7257 - logcount_predictions_loss: 1.0878 5/1423 [..............................] - ETA: 3:42 - loss: 251.5810 - 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logits_profile_predictions_loss: 212.0172 - logcount_predictions_loss: 0.8595 105/1423 [=>............................] - ETA: 3:28 - loss: 214.3106 - logits_profile_predictions_loss: 211.9905 - logcount_predictions_loss: 0.8593 106/1423 [=>............................] - ETA: 3:28 - loss: 214.2822 - logits_profile_predictions_loss: 211.9624 - logcount_predictions_loss: 0.8592 107/1423 [=>............................] - ETA: 3:28 - loss: 214.2530 - logits_profile_predictions_loss: 211.9333 - logcount_predictions_loss: 0.8591 108/1423 [=>............................] - ETA: 3:27 - loss: 214.2255 - logits_profile_predictions_loss: 211.9060 - logcount_predictions_loss: 0.8591 109/1423 [=>............................] - ETA: 3:27 - loss: 214.2017 - logits_profile_predictions_loss: 211.8823 - logcount_predictions_loss: 0.8591 110/1423 [=>............................] - ETA: 3:27 - loss: 214.1802 - logits_profile_predictions_loss: 211.8607 - logcount_predictions_loss: 0.8591 111/1423 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[==>...........................] - ETA: 3:21 - loss: 213.3346 - logits_profile_predictions_loss: 211.0178 - logcount_predictions_loss: 0.8581 151/1423 [==>...........................] - ETA: 3:21 - loss: 213.3184 - logits_profile_predictions_loss: 211.0017 - logcount_predictions_loss: 0.8581 152/1423 [==>...........................] - ETA: 3:21 - loss: 213.3023 - logits_profile_predictions_loss: 210.9857 - logcount_predictions_loss: 0.8580 153/1423 [==>...........................] - ETA: 3:20 - loss: 213.2891 - logits_profile_predictions_loss: 210.9725 - logcount_predictions_loss: 0.8580 154/1423 [==>...........................] - ETA: 3:20 - loss: 213.2758 - logits_profile_predictions_loss: 210.9592 - logcount_predictions_loss: 0.8580 155/1423 [==>...........................] - ETA: 3:20 - loss: 213.2620 - logits_profile_predictions_loss: 210.9454 - logcount_predictions_loss: 0.8580 156/1423 [==>...........................] - ETA: 3:20 - loss: 213.2472 - 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[==>...........................] - ETA: 3:19 - loss: 213.1422 - logits_profile_predictions_loss: 210.8259 - logcount_predictions_loss: 0.8579 164/1423 [==>...........................] - ETA: 3:19 - loss: 213.1267 - logits_profile_predictions_loss: 210.8104 - logcount_predictions_loss: 0.8579 165/1423 [==>...........................] - ETA: 3:18 - loss: 213.1110 - logits_profile_predictions_loss: 210.7947 - logcount_predictions_loss: 0.8579 166/1423 [==>...........................] - ETA: 3:18 - loss: 213.0951 - logits_profile_predictions_loss: 210.7788 - logcount_predictions_loss: 0.8579 167/1423 [==>...........................] - ETA: 3:18 - loss: 213.0779 - logits_profile_predictions_loss: 210.7616 - logcount_predictions_loss: 0.8579 168/1423 [==>...........................] - ETA: 3:18 - loss: 213.0610 - logits_profile_predictions_loss: 210.7448 - logcount_predictions_loss: 0.8579 169/1423 [==>...........................] - ETA: 3:18 - loss: 213.0436 - 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[==>...........................] - ETA: 3:15 - loss: 212.7527 - logits_profile_predictions_loss: 210.4355 - logcount_predictions_loss: 0.8582 190/1423 [===>..........................] - ETA: 3:15 - loss: 212.7422 - logits_profile_predictions_loss: 210.4249 - logcount_predictions_loss: 0.8583 191/1423 [===>..........................] - ETA: 3:14 - loss: 212.7311 - logits_profile_predictions_loss: 210.4137 - logcount_predictions_loss: 0.8583 192/1423 [===>..........................] - ETA: 3:14 - loss: 212.7210 - logits_profile_predictions_loss: 210.4034 - logcount_predictions_loss: 0.8583 193/1423 [===>..........................] - ETA: 3:14 - loss: 212.7109 - logits_profile_predictions_loss: 210.3932 - logcount_predictions_loss: 0.8584 194/1423 [===>..........................] - ETA: 3:14 - loss: 212.7000 - logits_profile_predictions_loss: 210.3823 - logcount_predictions_loss: 0.8584 195/1423 [===>..........................] - ETA: 3:14 - loss: 212.6887 - logits_profile_predictions_loss: 210.3709 - logcount_predictions_loss: 0.8584 196/1423 [===>..........................] - ETA: 3:14 - loss: 212.6764 - logits_profile_predictions_loss: 210.3585 - logcount_predictions_loss: 0.8585 197/1423 [===>..........................] - ETA: 3:13 - loss: 212.6642 - logits_profile_predictions_loss: 210.3462 - logcount_predictions_loss: 0.8585 198/1423 [===>..........................] - ETA: 3:13 - loss: 212.6520 - logits_profile_predictions_loss: 210.3340 - logcount_predictions_loss: 0.8585 199/1423 [===>..........................] - ETA: 3:13 - loss: 212.6392 - logits_profile_predictions_loss: 210.3211 - logcount_predictions_loss: 0.8586 200/1423 [===>..........................] - ETA: 3:13 - loss: 212.6263 - logits_profile_predictions_loss: 210.3081 - logcount_predictions_loss: 0.8586 201/1423 [===>..........................] - ETA: 3:13 - loss: 212.6138 - logits_profile_predictions_loss: 210.2956 - logcount_predictions_loss: 0.8586 202/1423 [===>..........................] - ETA: 3:13 - loss: 212.6026 - logits_profile_predictions_loss: 210.2843 - logcount_predictions_loss: 0.8586 203/1423 [===>..........................] - ETA: 3:12 - loss: 212.5924 - logits_profile_predictions_loss: 210.2740 - logcount_predictions_loss: 0.8587 204/1423 [===>..........................] - ETA: 3:12 - loss: 212.5821 - logits_profile_predictions_loss: 210.2636 - logcount_predictions_loss: 0.8587 205/1423 [===>..........................] - ETA: 3:12 - loss: 212.5722 - logits_profile_predictions_loss: 210.2535 - logcount_predictions_loss: 0.8588 206/1423 [===>..........................] - ETA: 3:12 - loss: 212.5621 - logits_profile_predictions_loss: 210.2433 - logcount_predictions_loss: 0.8588 207/1423 [===>..........................] - ETA: 3:12 - loss: 212.5524 - logits_profile_predictions_loss: 210.2335 - logcount_predictions_loss: 0.8589 208/1423 [===>..........................] - ETA: 3:12 - loss: 212.5425 - logits_profile_predictions_loss: 210.2234 - logcount_predictions_loss: 0.8589 209/1423 [===>..........................] - ETA: 3:12 - loss: 212.5318 - logits_profile_predictions_loss: 210.2127 - logcount_predictions_loss: 0.8589 210/1423 [===>..........................] - ETA: 3:11 - loss: 212.5224 - logits_profile_predictions_loss: 210.2031 - logcount_predictions_loss: 0.8590 211/1423 [===>..........................] - ETA: 3:11 - loss: 212.5124 - logits_profile_predictions_loss: 210.1930 - logcount_predictions_loss: 0.8590 212/1423 [===>..........................] - ETA: 3:11 - loss: 212.5022 - logits_profile_predictions_loss: 210.1828 - logcount_predictions_loss: 0.8591 213/1423 [===>..........................] - ETA: 3:11 - loss: 212.4921 - logits_profile_predictions_loss: 210.1726 - logcount_predictions_loss: 0.8591 214/1423 [===>..........................] - ETA: 3:11 - loss: 212.4827 - logits_profile_predictions_loss: 210.1631 - logcount_predictions_loss: 0.8591 215/1423 [===>..........................] - ETA: 3:11 - loss: 212.4736 - logits_profile_predictions_loss: 210.1539 - logcount_predictions_loss: 0.8592 216/1423 [===>..........................] - ETA: 3:10 - loss: 212.4645 - logits_profile_predictions_loss: 210.1447 - logcount_predictions_loss: 0.8592 217/1423 [===>..........................] - ETA: 3:10 - loss: 212.4561 - logits_profile_predictions_loss: 210.1362 - logcount_predictions_loss: 0.8592 218/1423 [===>..........................] - ETA: 3:10 - loss: 212.4478 - logits_profile_predictions_loss: 210.1279 - logcount_predictions_loss: 0.8592 219/1423 [===>..........................] - ETA: 3:10 - loss: 212.4391 - logits_profile_predictions_loss: 210.1191 - logcount_predictions_loss: 0.8593 220/1423 [===>..........................] - ETA: 3:10 - loss: 212.4301 - logits_profile_predictions_loss: 210.1100 - logcount_predictions_loss: 0.8593 221/1423 [===>..........................] - ETA: 3:10 - loss: 212.4211 - logits_profile_predictions_loss: 210.1010 - logcount_predictions_loss: 0.8593 222/1423 [===>..........................] - ETA: 3:09 - loss: 212.4118 - logits_profile_predictions_loss: 210.0916 - logcount_predictions_loss: 0.8593 223/1423 [===>..........................] - ETA: 3:09 - loss: 212.4031 - logits_profile_predictions_loss: 210.0830 - logcount_predictions_loss: 0.8593 224/1423 [===>..........................] - ETA: 3:09 - loss: 212.3948 - logits_profile_predictions_loss: 210.0746 - logcount_predictions_loss: 0.8593 225/1423 [===>..........................] - ETA: 3:09 - loss: 212.3881 - logits_profile_predictions_loss: 210.0678 - logcount_predictions_loss: 0.8593 226/1423 [===>..........................] - ETA: 3:09 - loss: 212.3803 - logits_profile_predictions_loss: 210.0600 - logcount_predictions_loss: 0.8594 227/1423 [===>..........................] - ETA: 3:09 - loss: 212.3719 - logits_profile_predictions_loss: 210.0515 - logcount_predictions_loss: 0.8594 228/1423 [===>..........................] - ETA: 3:09 - loss: 212.3630 - logits_profile_predictions_loss: 210.0426 - logcount_predictions_loss: 0.8594 229/1423 [===>..........................] - ETA: 3:08 - loss: 212.3537 - logits_profile_predictions_loss: 210.0332 - logcount_predictions_loss: 0.8594 230/1423 [===>..........................] - ETA: 3:08 - loss: 212.3448 - logits_profile_predictions_loss: 210.0242 - logcount_predictions_loss: 0.8595 231/1423 [===>..........................] - ETA: 3:08 - loss: 212.3367 - logits_profile_predictions_loss: 210.0161 - logcount_predictions_loss: 0.8595 232/1423 [===>..........................] - ETA: 3:08 - loss: 212.3289 - logits_profile_predictions_loss: 210.0082 - logcount_predictions_loss: 0.8595 233/1423 [===>..........................] - ETA: 3:08 - loss: 212.3216 - logits_profile_predictions_loss: 210.0008 - logcount_predictions_loss: 0.8595 234/1423 [===>..........................] - ETA: 3:08 - loss: 212.3138 - logits_profile_predictions_loss: 209.9930 - logcount_predictions_loss: 0.8596 235/1423 [===>..........................] - ETA: 3:07 - loss: 212.3057 - logits_profile_predictions_loss: 209.9848 - logcount_predictions_loss: 0.8596 236/1423 [===>..........................] - ETA: 3:07 - loss: 212.2975 - logits_profile_predictions_loss: 209.9765 - logcount_predictions_loss: 0.8596 237/1423 [===>..........................] - ETA: 3:07 - loss: 212.2885 - logits_profile_predictions_loss: 209.9675 - logcount_predictions_loss: 0.8596 238/1423 [====>.........................] - ETA: 3:07 - loss: 212.2796 - logits_profile_predictions_loss: 209.9585 - logcount_predictions_loss: 0.8596 239/1423 [====>.........................] - ETA: 3:07 - loss: 212.2700 - logits_profile_predictions_loss: 209.9490 - logcount_predictions_loss: 0.8597 240/1423 [====>.........................] - ETA: 3:07 - loss: 212.2617 - logits_profile_predictions_loss: 209.9406 - logcount_predictions_loss: 0.8597 241/1423 [====>.........................] - ETA: 3:07 - loss: 212.2529 - logits_profile_predictions_loss: 209.9317 - logcount_predictions_loss: 0.8597 242/1423 [====>.........................] - ETA: 3:06 - loss: 212.2449 - logits_profile_predictions_loss: 209.9236 - logcount_predictions_loss: 0.8597 243/1423 [====>.........................] - ETA: 3:06 - loss: 212.2378 - logits_profile_predictions_loss: 209.9165 - logcount_predictions_loss: 0.8597 244/1423 [====>.........................] - ETA: 3:06 - loss: 212.2311 - logits_profile_predictions_loss: 209.9097 - logcount_predictions_loss: 0.8598 245/1423 [====>.........................] - ETA: 3:06 - loss: 212.2251 - logits_profile_predictions_loss: 209.9036 - logcount_predictions_loss: 0.8598 246/1423 [====>.........................] - ETA: 3:06 - loss: 212.2196 - logits_profile_predictions_loss: 209.8981 - logcount_predictions_loss: 0.8598 247/1423 [====>.........................] - ETA: 3:06 - loss: 212.2144 - logits_profile_predictions_loss: 209.8927 - logcount_predictions_loss: 0.8599 248/1423 [====>.........................] - ETA: 3:05 - loss: 212.2089 - logits_profile_predictions_loss: 209.8872 - logcount_predictions_loss: 0.8599 249/1423 [====>.........................] - ETA: 3:05 - loss: 212.2032 - logits_profile_predictions_loss: 209.8814 - logcount_predictions_loss: 0.8599 250/1423 [====>.........................] - ETA: 3:05 - loss: 212.1975 - logits_profile_predictions_loss: 209.8757 - logcount_predictions_loss: 0.8599 251/1423 [====>.........................] - ETA: 3:05 - loss: 212.1924 - logits_profile_predictions_loss: 209.8706 - logcount_predictions_loss: 0.8599 252/1423 [====>.........................] - ETA: 3:05 - loss: 212.1869 - logits_profile_predictions_loss: 209.8651 - logcount_predictions_loss: 0.8599 253/1423 [====>.........................] - ETA: 3:05 - loss: 212.1820 - logits_profile_predictions_loss: 209.8600 - logcount_predictions_loss: 0.8600 254/1423 [====>.........................] - ETA: 3:04 - loss: 212.1768 - logits_profile_predictions_loss: 209.8549 - logcount_predictions_loss: 0.8600 255/1423 [====>.........................] - ETA: 3:04 - loss: 212.1709 - logits_profile_predictions_loss: 209.8489 - logcount_predictions_loss: 0.8600 256/1423 [====>.........................] - ETA: 3:04 - loss: 212.1646 - logits_profile_predictions_loss: 209.8426 - logcount_predictions_loss: 0.8600 257/1423 [====>.........................] - ETA: 3:04 - loss: 212.1587 - logits_profile_predictions_loss: 209.8367 - logcount_predictions_loss: 0.8600 258/1423 [====>.........................] - ETA: 3:04 - loss: 212.1523 - logits_profile_predictions_loss: 209.8303 - logcount_predictions_loss: 0.8600 259/1423 [====>.........................] - ETA: 3:04 - loss: 212.1458 - logits_profile_predictions_loss: 209.8238 - logcount_predictions_loss: 0.8600 260/1423 [====>.........................] - ETA: 3:04 - loss: 212.1392 - logits_profile_predictions_loss: 209.8172 - logcount_predictions_loss: 0.8600 261/1423 [====>.........................] - ETA: 3:03 - loss: 212.1323 - logits_profile_predictions_loss: 209.8102 - logcount_predictions_loss: 0.8600 262/1423 [====>.........................] - ETA: 3:03 - loss: 212.1257 - logits_profile_predictions_loss: 209.8037 - logcount_predictions_loss: 0.8600 263/1423 [====>.........................] - ETA: 3:03 - loss: 212.1196 - logits_profile_predictions_loss: 209.7974 - logcount_predictions_loss: 0.8600 264/1423 [====>.........................] - ETA: 3:03 - loss: 212.1138 - logits_profile_predictions_loss: 209.7917 - logcount_predictions_loss: 0.8600 265/1423 [====>.........................] - ETA: 3:03 - loss: 212.1082 - logits_profile_predictions_loss: 209.7861 - logcount_predictions_loss: 0.8600 266/1423 [====>.........................] - ETA: 3:03 - loss: 212.1026 - logits_profile_predictions_loss: 209.7805 - logcount_predictions_loss: 0.8600 267/1423 [====>.........................] - ETA: 3:02 - loss: 212.0971 - logits_profile_predictions_loss: 209.7749 - logcount_predictions_loss: 0.8600 268/1423 [====>.........................] - ETA: 3:02 - loss: 212.0921 - logits_profile_predictions_loss: 209.7700 - logcount_predictions_loss: 0.8600 269/1423 [====>.........................] - ETA: 3:02 - loss: 212.0875 - logits_profile_predictions_loss: 209.7653 - logcount_predictions_loss: 0.8600 270/1423 [====>.........................] - ETA: 3:02 - loss: 212.0822 - logits_profile_predictions_loss: 209.7601 - logcount_predictions_loss: 0.8600 271/1423 [====>.........................] - ETA: 3:02 - loss: 212.0769 - logits_profile_predictions_loss: 209.7547 - logcount_predictions_loss: 0.8600 272/1423 [====>.........................] - ETA: 3:02 - loss: 212.0712 - logits_profile_predictions_loss: 209.7490 - logcount_predictions_loss: 0.8600 273/1423 [====>.........................] - ETA: 3:01 - loss: 212.0659 - logits_profile_predictions_loss: 209.7438 - logcount_predictions_loss: 0.8600 274/1423 [====>.........................] - ETA: 3:01 - loss: 212.0612 - logits_profile_predictions_loss: 209.7391 - logcount_predictions_loss: 0.8600 275/1423 [====>.........................] - ETA: 3:01 - loss: 212.0568 - logits_profile_predictions_loss: 209.7346 - logcount_predictions_loss: 0.8600 276/1423 [====>.........................] - ETA: 3:01 - loss: 212.0522 - logits_profile_predictions_loss: 209.7300 - logcount_predictions_loss: 0.8600 277/1423 [====>.........................] - ETA: 3:01 - loss: 212.0475 - logits_profile_predictions_loss: 209.7254 - logcount_predictions_loss: 0.8600 278/1423 [====>.........................] - ETA: 3:01 - loss: 212.0433 - logits_profile_predictions_loss: 209.7212 - logcount_predictions_loss: 0.8600 279/1423 [====>.........................] - ETA: 3:01 - loss: 212.0387 - logits_profile_predictions_loss: 209.7166 - logcount_predictions_loss: 0.8600 280/1423 [====>.........................] - ETA: 3:00 - loss: 212.0337 - logits_profile_predictions_loss: 209.7116 - logcount_predictions_loss: 0.8600 281/1423 [====>.........................] - ETA: 3:00 - loss: 212.0288 - logits_profile_predictions_loss: 209.7067 - logcount_predictions_loss: 0.8600 282/1423 [====>.........................] - ETA: 3:00 - loss: 212.0232 - logits_profile_predictions_loss: 209.7011 - logcount_predictions_loss: 0.8600 283/1423 [====>.........................] - ETA: 3:00 - loss: 212.0173 - logits_profile_predictions_loss: 209.6952 - logcount_predictions_loss: 0.8600 284/1423 [====>.........................] - ETA: 3:00 - loss: 212.0115 - logits_profile_predictions_loss: 209.6894 - logcount_predictions_loss: 0.8600 285/1423 [=====>........................] - ETA: 3:00 - loss: 212.0057 - logits_profile_predictions_loss: 209.6837 - logcount_predictions_loss: 0.8600 286/1423 [=====>........................] - ETA: 2:59 - loss: 212.0003 - logits_profile_predictions_loss: 209.6783 - logcount_predictions_loss: 0.8600 287/1423 [=====>........................] - ETA: 2:59 - loss: 211.9951 - logits_profile_predictions_loss: 209.6731 - logcount_predictions_loss: 0.8600 288/1423 [=====>........................] - ETA: 2:59 - loss: 211.9902 - logits_profile_predictions_loss: 209.6681 - logcount_predictions_loss: 0.8600 289/1423 [=====>........................] - ETA: 2:59 - loss: 211.9854 - logits_profile_predictions_loss: 209.6634 - logcount_predictions_loss: 0.8600 290/1423 [=====>........................] - ETA: 2:59 - loss: 211.9808 - logits_profile_predictions_loss: 209.6587 - logcount_predictions_loss: 0.8600 291/1423 [=====>........................] - ETA: 2:59 - loss: 211.9764 - logits_profile_predictions_loss: 209.6543 - logcount_predictions_loss: 0.8600 292/1423 [=====>........................] - ETA: 2:58 - loss: 211.9716 - logits_profile_predictions_loss: 209.6496 - logcount_predictions_loss: 0.8600 293/1423 [=====>........................] - ETA: 2:58 - loss: 211.9665 - logits_profile_predictions_loss: 209.6445 - logcount_predictions_loss: 0.8600 294/1423 [=====>........................] - ETA: 2:58 - loss: 211.9611 - logits_profile_predictions_loss: 209.6391 - logcount_predictions_loss: 0.8600 295/1423 [=====>........................] - ETA: 2:58 - loss: 211.9556 - logits_profile_predictions_loss: 209.6337 - logcount_predictions_loss: 0.8600 296/1423 [=====>........................] - ETA: 2:58 - loss: 211.9500 - logits_profile_predictions_loss: 209.6280 - logcount_predictions_loss: 0.8600 297/1423 [=====>........................] - ETA: 2:58 - loss: 211.9443 - logits_profile_predictions_loss: 209.6223 - logcount_predictions_loss: 0.8600 298/1423 [=====>........................] - ETA: 2:58 - loss: 211.9386 - logits_profile_predictions_loss: 209.6166 - logcount_predictions_loss: 0.8600 299/1423 [=====>........................] - ETA: 2:57 - loss: 211.9326 - logits_profile_predictions_loss: 209.6106 - logcount_predictions_loss: 0.8600 300/1423 [=====>........................] - ETA: 2:57 - loss: 211.9274 - logits_profile_predictions_loss: 209.6055 - logcount_predictions_loss: 0.8600 301/1423 [=====>........................] - ETA: 2:57 - loss: 211.9220 - logits_profile_predictions_loss: 209.6001 - logcount_predictions_loss: 0.8600 302/1423 [=====>........................] - ETA: 2:57 - loss: 211.9167 - logits_profile_predictions_loss: 209.5947 - logcount_predictions_loss: 0.8600 303/1423 [=====>........................] - ETA: 2:57 - loss: 211.9114 - logits_profile_predictions_loss: 209.5895 - logcount_predictions_loss: 0.8600 304/1423 [=====>........................] - ETA: 2:57 - loss: 211.9054 - logits_profile_predictions_loss: 209.5835 - logcount_predictions_loss: 0.8599 305/1423 [=====>........................] - ETA: 2:56 - loss: 211.8997 - logits_profile_predictions_loss: 209.5778 - logcount_predictions_loss: 0.8599 306/1423 [=====>........................] - ETA: 2:56 - loss: 211.8938 - logits_profile_predictions_loss: 209.5719 - logcount_predictions_loss: 0.8599 307/1423 [=====>........................] - ETA: 2:56 - loss: 211.8882 - logits_profile_predictions_loss: 209.5663 - logcount_predictions_loss: 0.8599 308/1423 [=====>........................] - ETA: 2:56 - loss: 211.8825 - logits_profile_predictions_loss: 209.5606 - logcount_predictions_loss: 0.8599 309/1423 [=====>........................] - ETA: 2:56 - loss: 211.8767 - logits_profile_predictions_loss: 209.5548 - logcount_predictions_loss: 0.8599 310/1423 [=====>........................] - ETA: 2:56 - loss: 211.8705 - logits_profile_predictions_loss: 209.5486 - logcount_predictions_loss: 0.8599 311/1423 [=====>........................] - ETA: 2:55 - loss: 211.8639 - logits_profile_predictions_loss: 209.5421 - logcount_predictions_loss: 0.8599 312/1423 [=====>........................] - ETA: 2:55 - loss: 211.8572 - 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[===>..........................] - ETA: 3:14 - loss: 204.0815 - logits_profile_predictions_loss: 201.9537 - logcount_predictions_loss: 0.7881 192/1423 [===>..........................] - ETA: 3:14 - loss: 204.0853 - logits_profile_predictions_loss: 201.9573 - logcount_predictions_loss: 0.7882 193/1423 [===>..........................] - ETA: 3:14 - loss: 204.0903 - logits_profile_predictions_loss: 201.9620 - logcount_predictions_loss: 0.7883 194/1423 [===>..........................] - ETA: 3:14 - loss: 204.0949 - logits_profile_predictions_loss: 201.9665 - logcount_predictions_loss: 0.7883 195/1423 [===>..........................] - ETA: 3:14 - loss: 204.0992 - logits_profile_predictions_loss: 201.9705 - logcount_predictions_loss: 0.7884 196/1423 [===>..........................] - ETA: 3:13 - loss: 204.1050 - logits_profile_predictions_loss: 201.9762 - logcount_predictions_loss: 0.7885 197/1423 [===>..........................] - ETA: 3:13 - loss: 204.1108 - logits_profile_predictions_loss: 201.9817 - logcount_predictions_loss: 0.7886 198/1423 [===>..........................] - ETA: 3:13 - loss: 204.1163 - logits_profile_predictions_loss: 201.9870 - logcount_predictions_loss: 0.7886 199/1423 [===>..........................] - ETA: 3:13 - loss: 204.1211 - logits_profile_predictions_loss: 201.9915 - logcount_predictions_loss: 0.7887 200/1423 [===>..........................] - ETA: 3:13 - loss: 204.1263 - logits_profile_predictions_loss: 201.9966 - logcount_predictions_loss: 0.7888 201/1423 [===>..........................] - ETA: 3:13 - loss: 204.1325 - logits_profile_predictions_loss: 202.0025 - logcount_predictions_loss: 0.7889 202/1423 [===>..........................] - ETA: 3:12 - loss: 204.1384 - logits_profile_predictions_loss: 202.0083 - logcount_predictions_loss: 0.7889 203/1423 [===>..........................] - ETA: 3:12 - loss: 204.1454 - logits_profile_predictions_loss: 202.0151 - logcount_predictions_loss: 0.7890 204/1423 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logits_profile_predictions_loss: 202.0712 - logcount_predictions_loss: 0.7895 211/1423 [===>..........................] - ETA: 3:11 - loss: 204.2112 - logits_profile_predictions_loss: 202.0795 - logcount_predictions_loss: 0.7895 212/1423 [===>..........................] - ETA: 3:11 - loss: 204.2196 - logits_profile_predictions_loss: 202.0878 - logcount_predictions_loss: 0.7896 213/1423 [===>..........................] - ETA: 3:11 - loss: 204.2270 - logits_profile_predictions_loss: 202.0950 - logcount_predictions_loss: 0.7896 214/1423 [===>..........................] - ETA: 3:11 - loss: 204.2340 - logits_profile_predictions_loss: 202.1020 - logcount_predictions_loss: 0.7897 215/1423 [===>..........................] - ETA: 3:10 - loss: 204.2407 - logits_profile_predictions_loss: 202.1086 - logcount_predictions_loss: 0.7897 216/1423 [===>..........................] - ETA: 3:10 - loss: 204.2480 - logits_profile_predictions_loss: 202.1158 - logcount_predictions_loss: 0.7897 217/1423 [===>..........................] - ETA: 3:10 - loss: 204.2563 - logits_profile_predictions_loss: 202.1240 - logcount_predictions_loss: 0.7898 218/1423 [===>..........................] - ETA: 3:10 - loss: 204.2652 - logits_profile_predictions_loss: 202.1328 - logcount_predictions_loss: 0.7898 219/1423 [===>..........................] - ETA: 3:10 - loss: 204.2736 - logits_profile_predictions_loss: 202.1412 - logcount_predictions_loss: 0.7898 220/1423 [===>..........................] - ETA: 3:10 - loss: 204.2836 - logits_profile_predictions_loss: 202.1511 - logcount_predictions_loss: 0.7898 221/1423 [===>..........................] - ETA: 3:09 - loss: 204.2930 - logits_profile_predictions_loss: 202.1604 - logcount_predictions_loss: 0.7899 222/1423 [===>..........................] - ETA: 3:09 - loss: 204.3025 - logits_profile_predictions_loss: 202.1699 - logcount_predictions_loss: 0.7899 223/1423 [===>..........................] - ETA: 3:09 - loss: 204.3121 - logits_profile_predictions_loss: 202.1794 - logcount_predictions_loss: 0.7899 224/1423 [===>..........................] - ETA: 3:09 - loss: 204.3217 - logits_profile_predictions_loss: 202.1889 - logcount_predictions_loss: 0.7899 225/1423 [===>..........................] - ETA: 3:09 - loss: 204.3320 - logits_profile_predictions_loss: 202.1992 - logcount_predictions_loss: 0.7900 226/1423 [===>..........................] - ETA: 3:09 - loss: 204.3417 - logits_profile_predictions_loss: 202.2088 - logcount_predictions_loss: 0.7900 227/1423 [===>..........................] - ETA: 3:09 - loss: 204.3514 - logits_profile_predictions_loss: 202.2185 - logcount_predictions_loss: 0.7900 228/1423 [===>..........................] - ETA: 3:08 - loss: 204.3606 - logits_profile_predictions_loss: 202.2277 - logcount_predictions_loss: 0.7900 229/1423 [===>..........................] - ETA: 3:08 - loss: 204.3694 - logits_profile_predictions_loss: 202.2364 - logcount_predictions_loss: 0.7900 230/1423 [===>..........................] - ETA: 3:08 - loss: 204.3781 - logits_profile_predictions_loss: 202.2451 - logcount_predictions_loss: 0.7900 231/1423 [===>..........................] - ETA: 3:08 - loss: 204.3864 - logits_profile_predictions_loss: 202.2534 - logcount_predictions_loss: 0.7900 232/1423 [===>..........................] - ETA: 3:08 - loss: 204.3958 - logits_profile_predictions_loss: 202.2627 - logcount_predictions_loss: 0.7900 233/1423 [===>..........................] - ETA: 3:08 - loss: 204.4043 - logits_profile_predictions_loss: 202.2712 - logcount_predictions_loss: 0.7901 234/1423 [===>..........................] - ETA: 3:07 - loss: 204.4135 - logits_profile_predictions_loss: 202.2803 - logcount_predictions_loss: 0.7901 235/1423 [===>..........................] - ETA: 3:07 - loss: 204.4222 - logits_profile_predictions_loss: 202.2891 - logcount_predictions_loss: 0.7901 236/1423 [===>..........................] - ETA: 3:07 - loss: 204.4329 - logits_profile_predictions_loss: 202.2996 - logcount_predictions_loss: 0.7901 237/1423 [===>..........................] - ETA: 3:07 - loss: 204.4431 - logits_profile_predictions_loss: 202.3099 - logcount_predictions_loss: 0.7901 238/1423 [====>.........................] - ETA: 3:07 - loss: 204.4539 - logits_profile_predictions_loss: 202.3206 - logcount_predictions_loss: 0.7901 239/1423 [====>.........................] - ETA: 3:07 - loss: 204.4647 - logits_profile_predictions_loss: 202.3314 - logcount_predictions_loss: 0.7901 240/1423 [====>.........................] - ETA: 3:06 - loss: 204.4755 - logits_profile_predictions_loss: 202.3421 - logcount_predictions_loss: 0.7902 241/1423 [====>.........................] - ETA: 3:06 - loss: 204.4863 - logits_profile_predictions_loss: 202.3529 - logcount_predictions_loss: 0.7902 242/1423 [====>.........................] - ETA: 3:06 - loss: 204.4965 - logits_profile_predictions_loss: 202.3630 - logcount_predictions_loss: 0.7902 243/1423 [====>.........................] - ETA: 3:06 - loss: 204.5065 - logits_profile_predictions_loss: 202.3730 - logcount_predictions_loss: 0.7902 244/1423 [====>.........................] - ETA: 3:06 - loss: 204.5161 - logits_profile_predictions_loss: 202.3826 - logcount_predictions_loss: 0.7902 245/1423 [====>.........................] - ETA: 3:06 - loss: 204.5265 - logits_profile_predictions_loss: 202.3930 - logcount_predictions_loss: 0.7902 246/1423 [====>.........................] - ETA: 3:06 - loss: 204.5371 - logits_profile_predictions_loss: 202.4035 - logcount_predictions_loss: 0.7902 247/1423 [====>.........................] - ETA: 3:05 - loss: 204.5474 - logits_profile_predictions_loss: 202.4138 - logcount_predictions_loss: 0.7902 248/1423 [====>.........................] - ETA: 3:05 - loss: 204.5573 - logits_profile_predictions_loss: 202.4237 - logcount_predictions_loss: 0.7902 249/1423 [====>.........................] - ETA: 3:05 - loss: 204.5668 - logits_profile_predictions_loss: 202.4332 - logcount_predictions_loss: 0.7903 250/1423 [====>.........................] - ETA: 3:05 - loss: 204.5764 - logits_profile_predictions_loss: 202.4428 - logcount_predictions_loss: 0.7903 251/1423 [====>.........................] - ETA: 3:05 - loss: 204.5862 - logits_profile_predictions_loss: 202.4525 - logcount_predictions_loss: 0.7903 252/1423 [====>.........................] - ETA: 3:05 - loss: 204.5964 - logits_profile_predictions_loss: 202.4627 - logcount_predictions_loss: 0.7903 253/1423 [====>.........................] - ETA: 3:04 - loss: 204.6068 - logits_profile_predictions_loss: 202.4731 - logcount_predictions_loss: 0.7903 254/1423 [====>.........................] - ETA: 3:04 - loss: 204.6169 - logits_profile_predictions_loss: 202.4832 - logcount_predictions_loss: 0.7903 255/1423 [====>.........................] - ETA: 3:04 - loss: 204.6275 - logits_profile_predictions_loss: 202.4937 - logcount_predictions_loss: 0.7903 256/1423 [====>.........................] - ETA: 3:04 - loss: 204.6378 - logits_profile_predictions_loss: 202.5041 - logcount_predictions_loss: 0.7903 257/1423 [====>.........................] - ETA: 3:04 - loss: 204.6483 - logits_profile_predictions_loss: 202.5146 - logcount_predictions_loss: 0.7903 258/1423 [====>.........................] - ETA: 3:04 - loss: 204.6587 - logits_profile_predictions_loss: 202.5250 - logcount_predictions_loss: 0.7903 259/1423 [====>.........................] - ETA: 3:04 - loss: 204.6682 - logits_profile_predictions_loss: 202.5345 - logcount_predictions_loss: 0.7903 260/1423 [====>.........................] - ETA: 3:03 - loss: 204.6777 - logits_profile_predictions_loss: 202.5440 - logcount_predictions_loss: 0.7903 261/1423 [====>.........................] - ETA: 3:03 - loss: 204.6865 - logits_profile_predictions_loss: 202.5528 - logcount_predictions_loss: 0.7903 262/1423 [====>.........................] - ETA: 3:03 - loss: 204.6958 - logits_profile_predictions_loss: 202.5621 - logcount_predictions_loss: 0.7903 263/1423 [====>.........................] - ETA: 3:03 - loss: 204.7050 - logits_profile_predictions_loss: 202.5714 - logcount_predictions_loss: 0.7903 264/1423 [====>.........................] - ETA: 3:03 - loss: 204.7137 - logits_profile_predictions_loss: 202.5801 - logcount_predictions_loss: 0.7902 265/1423 [====>.........................] - ETA: 3:03 - loss: 204.7226 - logits_profile_predictions_loss: 202.5890 - logcount_predictions_loss: 0.7902 266/1423 [====>.........................] - ETA: 3:02 - loss: 204.7317 - logits_profile_predictions_loss: 202.5981 - logcount_predictions_loss: 0.7902 267/1423 [====>.........................] - ETA: 3:02 - loss: 204.7405 - logits_profile_predictions_loss: 202.6070 - logcount_predictions_loss: 0.7902 268/1423 [====>.........................] - ETA: 3:02 - loss: 204.7490 - logits_profile_predictions_loss: 202.6155 - logcount_predictions_loss: 0.7902 269/1423 [====>.........................] - ETA: 3:02 - loss: 204.7570 - logits_profile_predictions_loss: 202.6236 - logcount_predictions_loss: 0.7902 270/1423 [====>.........................] - ETA: 3:02 - loss: 204.7650 - logits_profile_predictions_loss: 202.6317 - logcount_predictions_loss: 0.7902 271/1423 [====>.........................] - ETA: 3:02 - loss: 204.7728 - logits_profile_predictions_loss: 202.6395 - logcount_predictions_loss: 0.7901 272/1423 [====>.........................] - ETA: 3:01 - loss: 204.7804 - logits_profile_predictions_loss: 202.6472 - logcount_predictions_loss: 0.7901 273/1423 [====>.........................] - ETA: 3:01 - loss: 204.7884 - logits_profile_predictions_loss: 202.6552 - logcount_predictions_loss: 0.7901 274/1423 [====>.........................] - ETA: 3:01 - loss: 204.7967 - logits_profile_predictions_loss: 202.6636 - logcount_predictions_loss: 0.7901 275/1423 [====>.........................] - ETA: 3:01 - loss: 204.8060 - logits_profile_predictions_loss: 202.6729 - logcount_predictions_loss: 0.7901 276/1423 [====>.........................] - ETA: 3:01 - loss: 204.8154 - logits_profile_predictions_loss: 202.6823 - logcount_predictions_loss: 0.7900 277/1423 [====>.........................] - ETA: 3:01 - loss: 204.8248 - logits_profile_predictions_loss: 202.6918 - logcount_predictions_loss: 0.7900 278/1423 [====>.........................] - ETA: 3:01 - loss: 204.8339 - logits_profile_predictions_loss: 202.7009 - logcount_predictions_loss: 0.7900 279/1423 [====>.........................] - ETA: 3:00 - loss: 204.8431 - logits_profile_predictions_loss: 202.7102 - logcount_predictions_loss: 0.7900 280/1423 [====>.........................] - ETA: 3:00 - loss: 204.8526 - logits_profile_predictions_loss: 202.7198 - logcount_predictions_loss: 0.7899 281/1423 [====>.........................] - ETA: 3:00 - loss: 204.8619 - logits_profile_predictions_loss: 202.7291 - logcount_predictions_loss: 0.7899 282/1423 [====>.........................] - ETA: 3:00 - loss: 204.8716 - logits_profile_predictions_loss: 202.7390 - logcount_predictions_loss: 0.7899 283/1423 [====>.........................] - ETA: 3:00 - loss: 204.8817 - logits_profile_predictions_loss: 202.7491 - logcount_predictions_loss: 0.7899 284/1423 [====>.........................] - ETA: 3:00 - loss: 204.8912 - logits_profile_predictions_loss: 202.7586 - logcount_predictions_loss: 0.7899 285/1423 [=====>........................] - ETA: 2:59 - loss: 204.9007 - logits_profile_predictions_loss: 202.7683 - logcount_predictions_loss: 0.7898 286/1423 [=====>........................] - ETA: 2:59 - loss: 204.9100 - logits_profile_predictions_loss: 202.7776 - logcount_predictions_loss: 0.7898 287/1423 [=====>........................] - ETA: 2:59 - loss: 204.9191 - logits_profile_predictions_loss: 202.7868 - logcount_predictions_loss: 0.7898 288/1423 [=====>........................] - ETA: 2:59 - loss: 204.9279 - 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logits_profile_predictions_loss: 205.0152 - logcount_predictions_loss: 0.7856 1422/1423 [============================>.] - ETA: 0s - loss: 207.1365 - logits_profile_predictions_loss: 205.0155 - logcount_predictions_loss: 0.7856 1423/1423 [==============================] - ETA: 0s - loss: 207.1368 - logits_profile_predictions_loss: 205.0158 - logcount_predictions_loss: 0.7856 1423/1423 [==============================] - 235s 165ms/step - loss: 207.1370 - logits_profile_predictions_loss: 205.0160 - logcount_predictions_loss: 0.7856 - val_loss: 203.1248 - val_logits_profile_predictions_loss: 201.4303 - val_logcount_predictions_loss: 0.6275 + +Epoch 00004: val_loss improved from 205.23213 to 203.12476, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR060TTR//chrombppnet_model_encsr283tme_bias/chrombpnet.h5 +Epoch 5/50 + 1/1423 [..............................] - ETA: 5:33 - loss: 195.7885 - logits_profile_predictions_loss: 194.0776 - logcount_predictions_loss: 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logits_profile_predictions_loss: 204.2081 - logcount_predictions_loss: 0.6767 9/1423 [..............................] - ETA: 3:44 - loss: 205.6567 - logits_profile_predictions_loss: 203.8184 - logcount_predictions_loss: 0.6808 10/1423 [..............................] - ETA: 3:43 - loss: 205.2831 - logits_profile_predictions_loss: 203.4423 - logcount_predictions_loss: 0.6818 11/1423 [..............................] - ETA: 3:43 - loss: 204.3332 - logits_profile_predictions_loss: 202.4794 - logcount_predictions_loss: 0.6866 12/1423 [..............................] - ETA: 3:43 - loss: 203.5260 - logits_profile_predictions_loss: 201.6636 - logcount_predictions_loss: 0.6898 13/1423 [..............................] - ETA: 3:42 - loss: 202.7354 - logits_profile_predictions_loss: 200.8697 - logcount_predictions_loss: 0.6910 14/1423 [..............................] - ETA: 3:42 - loss: 202.0294 - logits_profile_predictions_loss: 200.1605 - logcount_predictions_loss: 0.6922 15/1423 [..............................] - ETA: 3:42 - loss: 201.5760 - logits_profile_predictions_loss: 199.7029 - logcount_predictions_loss: 0.6938 16/1423 [..............................] - ETA: 3:42 - loss: 201.2233 - logits_profile_predictions_loss: 199.3457 - logcount_predictions_loss: 0.6954 17/1423 [..............................] - ETA: 3:42 - loss: 201.0070 - logits_profile_predictions_loss: 199.1234 - logcount_predictions_loss: 0.6976 18/1423 [..............................] - ETA: 3:42 - loss: 200.7984 - logits_profile_predictions_loss: 198.9085 - logcount_predictions_loss: 0.7000 19/1423 [..............................] - ETA: 3:41 - loss: 200.6055 - logits_profile_predictions_loss: 198.7113 - logcount_predictions_loss: 0.7016 20/1423 [..............................] - ETA: 3:41 - loss: 200.4739 - logits_profile_predictions_loss: 198.5766 - logcount_predictions_loss: 0.7027 21/1423 [..............................] - ETA: 3:41 - loss: 200.2804 - logits_profile_predictions_loss: 198.3816 - logcount_predictions_loss: 0.7033 22/1423 [..............................] - ETA: 3:41 - loss: 200.1428 - logits_profile_predictions_loss: 198.2438 - logcount_predictions_loss: 0.7033 23/1423 [..............................] - ETA: 3:41 - loss: 199.9945 - logits_profile_predictions_loss: 198.0947 - logcount_predictions_loss: 0.7036 24/1423 [..............................] - ETA: 3:40 - loss: 199.9264 - logits_profile_predictions_loss: 198.0250 - logcount_predictions_loss: 0.7042 25/1423 [..............................] - ETA: 3:40 - loss: 199.8928 - logits_profile_predictions_loss: 197.9895 - logcount_predictions_loss: 0.7049 26/1423 [..............................] - ETA: 3:40 - loss: 199.9443 - logits_profile_predictions_loss: 198.0388 - logcount_predictions_loss: 0.7057 27/1423 [..............................] - ETA: 3:40 - loss: 199.9980 - logits_profile_predictions_loss: 198.0901 - logcount_predictions_loss: 0.7066 28/1423 [..............................] - ETA: 3:40 - loss: 200.0527 - logits_profile_predictions_loss: 198.1424 - logcount_predictions_loss: 0.7075 29/1423 [..............................] - ETA: 3:40 - loss: 200.0578 - logits_profile_predictions_loss: 198.1453 - logcount_predictions_loss: 0.7083 30/1423 [..............................] - ETA: 3:39 - loss: 200.0548 - logits_profile_predictions_loss: 198.1404 - logcount_predictions_loss: 0.7091 31/1423 [..............................] - ETA: 3:39 - loss: 200.0378 - logits_profile_predictions_loss: 198.1217 - logcount_predictions_loss: 0.7097 32/1423 [..............................] - ETA: 3:39 - loss: 200.0170 - logits_profile_predictions_loss: 198.0993 - logcount_predictions_loss: 0.7102 33/1423 [..............................] - ETA: 3:39 - loss: 200.0085 - logits_profile_predictions_loss: 198.0895 - logcount_predictions_loss: 0.7108 34/1423 [..............................] - ETA: 3:39 - loss: 199.9780 - logits_profile_predictions_loss: 198.0582 - logcount_predictions_loss: 0.7110 35/1423 [..............................] - ETA: 3:39 - loss: 199.9968 - logits_profile_predictions_loss: 198.0765 - logcount_predictions_loss: 0.7112 36/1423 [..............................] - ETA: 3:38 - loss: 200.0154 - logits_profile_predictions_loss: 198.0945 - logcount_predictions_loss: 0.7115 37/1423 [..............................] - ETA: 3:38 - loss: 200.0132 - logits_profile_predictions_loss: 198.0915 - logcount_predictions_loss: 0.7118 38/1423 [..............................] - ETA: 3:38 - loss: 200.0071 - logits_profile_predictions_loss: 198.0849 - logcount_predictions_loss: 0.7119 39/1423 [..............................] - ETA: 3:38 - loss: 200.0054 - logits_profile_predictions_loss: 198.0826 - logcount_predictions_loss: 0.7121 40/1423 [..............................] - ETA: 3:38 - loss: 199.9874 - logits_profile_predictions_loss: 198.0642 - logcount_predictions_loss: 0.7123 41/1423 [..............................] - ETA: 3:38 - loss: 199.9783 - logits_profile_predictions_loss: 198.0542 - logcount_predictions_loss: 0.7126 42/1423 [..............................] - ETA: 3:38 - loss: 199.9702 - logits_profile_predictions_loss: 198.0452 - logcount_predictions_loss: 0.7130 43/1423 [..............................] - ETA: 3:37 - loss: 199.9545 - logits_profile_predictions_loss: 198.0283 - logcount_predictions_loss: 0.7134 44/1423 [..............................] - ETA: 3:37 - loss: 199.9216 - logits_profile_predictions_loss: 197.9945 - logcount_predictions_loss: 0.7137 45/1423 [..............................] - ETA: 3:37 - loss: 199.8999 - logits_profile_predictions_loss: 197.9722 - logcount_predictions_loss: 0.7140 46/1423 [..............................] - ETA: 3:37 - loss: 199.8734 - logits_profile_predictions_loss: 197.9452 - logcount_predictions_loss: 0.7142 47/1423 [..............................] - ETA: 3:37 - loss: 199.8378 - logits_profile_predictions_loss: 197.9092 - logcount_predictions_loss: 0.7143 48/1423 [>.............................] - ETA: 3:37 - loss: 199.7960 - logits_profile_predictions_loss: 197.8670 - logcount_predictions_loss: 0.7144 49/1423 [>.............................] - ETA: 3:36 - loss: 199.7443 - logits_profile_predictions_loss: 197.8150 - logcount_predictions_loss: 0.7146 50/1423 [>.............................] - ETA: 3:36 - loss: 199.7141 - logits_profile_predictions_loss: 197.7845 - logcount_predictions_loss: 0.7147 51/1423 [>.............................] - ETA: 3:36 - loss: 199.6834 - logits_profile_predictions_loss: 197.7534 - logcount_predictions_loss: 0.7148 52/1423 [>.............................] - ETA: 3:36 - loss: 199.6631 - logits_profile_predictions_loss: 197.7330 - logcount_predictions_loss: 0.7149 53/1423 [>.............................] - ETA: 3:36 - loss: 199.6334 - logits_profile_predictions_loss: 197.7032 - logcount_predictions_loss: 0.7149 54/1423 [>.............................] - ETA: 3:36 - loss: 199.6106 - logits_profile_predictions_loss: 197.6802 - logcount_predictions_loss: 0.7150 55/1423 [>.............................] - ETA: 3:35 - loss: 199.5868 - logits_profile_predictions_loss: 197.6564 - logcount_predictions_loss: 0.7149 56/1423 [>.............................] - ETA: 3:35 - loss: 199.5520 - logits_profile_predictions_loss: 197.6214 - logcount_predictions_loss: 0.7150 57/1423 [>.............................] - ETA: 3:35 - loss: 199.5297 - logits_profile_predictions_loss: 197.5989 - logcount_predictions_loss: 0.7151 58/1423 [>.............................] - ETA: 3:35 - loss: 199.5057 - logits_profile_predictions_loss: 197.5749 - logcount_predictions_loss: 0.7151 59/1423 [>.............................] - ETA: 3:35 - loss: 199.4879 - logits_profile_predictions_loss: 197.5571 - logcount_predictions_loss: 0.7151 60/1423 [>.............................] - ETA: 3:35 - loss: 199.4730 - logits_profile_predictions_loss: 197.5422 - logcount_predictions_loss: 0.7151 61/1423 [>.............................] - ETA: 3:34 - 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[>.............................] - ETA: 3:31 - loss: 199.7257 - logits_profile_predictions_loss: 197.7895 - logcount_predictions_loss: 0.7171 82/1423 [>.............................] - ETA: 3:31 - loss: 199.7408 - logits_profile_predictions_loss: 197.8046 - logcount_predictions_loss: 0.7171 83/1423 [>.............................] - ETA: 3:31 - loss: 199.7719 - logits_profile_predictions_loss: 197.8356 - logcount_predictions_loss: 0.7171 84/1423 [>.............................] - ETA: 3:31 - loss: 199.7983 - logits_profile_predictions_loss: 197.8619 - logcount_predictions_loss: 0.7172 85/1423 [>.............................] - ETA: 3:31 - loss: 199.8307 - logits_profile_predictions_loss: 197.8943 - logcount_predictions_loss: 0.7172 86/1423 [>.............................] - ETA: 3:31 - loss: 199.8565 - logits_profile_predictions_loss: 197.9202 - logcount_predictions_loss: 0.7172 87/1423 [>.............................] - ETA: 3:30 - loss: 199.8883 - logits_profile_predictions_loss: 197.9520 - logcount_predictions_loss: 0.7171 88/1423 [>.............................] - ETA: 3:30 - loss: 199.9237 - logits_profile_predictions_loss: 197.9876 - logcount_predictions_loss: 0.7171 89/1423 [>.............................] - ETA: 3:30 - loss: 199.9621 - logits_profile_predictions_loss: 198.0260 - logcount_predictions_loss: 0.7171 90/1423 [>.............................] - ETA: 3:30 - loss: 199.9972 - logits_profile_predictions_loss: 198.0612 - logcount_predictions_loss: 0.7171 91/1423 [>.............................] - ETA: 3:30 - loss: 200.0374 - logits_profile_predictions_loss: 198.1015 - logcount_predictions_loss: 0.7170 92/1423 [>.............................] - ETA: 3:30 - loss: 200.0755 - logits_profile_predictions_loss: 198.1395 - logcount_predictions_loss: 0.7170 93/1423 [>.............................] - ETA: 3:29 - loss: 200.1099 - logits_profile_predictions_loss: 198.1740 - logcount_predictions_loss: 0.7170 94/1423 [>.............................] - ETA: 3:29 - loss: 200.1415 - logits_profile_predictions_loss: 198.2056 - logcount_predictions_loss: 0.7170 95/1423 [=>............................] - ETA: 3:29 - loss: 200.1738 - logits_profile_predictions_loss: 198.2381 - logcount_predictions_loss: 0.7169 96/1423 [=>............................] - ETA: 3:29 - loss: 200.2030 - logits_profile_predictions_loss: 198.2674 - logcount_predictions_loss: 0.7169 97/1423 [=>............................] - ETA: 3:29 - loss: 200.2280 - logits_profile_predictions_loss: 198.2926 - logcount_predictions_loss: 0.7168 98/1423 [=>............................] - ETA: 3:29 - loss: 200.2534 - logits_profile_predictions_loss: 198.3182 - logcount_predictions_loss: 0.7168 99/1423 [=>............................] - ETA: 3:28 - loss: 200.2798 - logits_profile_predictions_loss: 198.3446 - logcount_predictions_loss: 0.7167 100/1423 [=>............................] - ETA: 3:28 - loss: 200.3040 - logits_profile_predictions_loss: 198.3690 - logcount_predictions_loss: 0.7167 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logits_profile_predictions_loss: 198.5739 - logcount_predictions_loss: 0.7164 108/1423 [=>............................] - ETA: 3:27 - loss: 200.5337 - logits_profile_predictions_loss: 198.5995 - logcount_predictions_loss: 0.7164 109/1423 [=>............................] - ETA: 3:27 - loss: 200.5554 - logits_profile_predictions_loss: 198.6213 - logcount_predictions_loss: 0.7163 110/1423 [=>............................] - ETA: 3:27 - loss: 200.5777 - logits_profile_predictions_loss: 198.6437 - logcount_predictions_loss: 0.7163 111/1423 [=>............................] - ETA: 3:27 - loss: 200.5991 - logits_profile_predictions_loss: 198.6650 - logcount_predictions_loss: 0.7163 112/1423 [=>............................] - ETA: 3:26 - loss: 200.6238 - logits_profile_predictions_loss: 198.6897 - logcount_predictions_loss: 0.7163 113/1423 [=>............................] - ETA: 3:26 - loss: 200.6541 - logits_profile_predictions_loss: 198.7199 - logcount_predictions_loss: 0.7164 114/1423 [=>............................] - ETA: 3:26 - loss: 200.6827 - logits_profile_predictions_loss: 198.7484 - logcount_predictions_loss: 0.7164 115/1423 [=>............................] - ETA: 3:26 - loss: 200.7074 - logits_profile_predictions_loss: 198.7730 - logcount_predictions_loss: 0.7165 116/1423 [=>............................] - ETA: 3:26 - loss: 200.7326 - logits_profile_predictions_loss: 198.7980 - logcount_predictions_loss: 0.7165 117/1423 [=>............................] - ETA: 3:26 - loss: 200.7585 - logits_profile_predictions_loss: 198.8237 - logcount_predictions_loss: 0.7166 118/1423 [=>............................] - ETA: 3:25 - loss: 200.7800 - logits_profile_predictions_loss: 198.8450 - logcount_predictions_loss: 0.7167 119/1423 [=>............................] - ETA: 3:25 - loss: 200.8007 - logits_profile_predictions_loss: 198.8655 - logcount_predictions_loss: 0.7168 120/1423 [=>............................] - ETA: 3:25 - loss: 200.8224 - 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[..............................] - ETA: 3:42 - loss: 196.6454 - logits_profile_predictions_loss: 194.8164 - logcount_predictions_loss: 0.6774 17/1423 [..............................] - ETA: 3:42 - loss: 196.8329 - logits_profile_predictions_loss: 195.0037 - logcount_predictions_loss: 0.6775 18/1423 [..............................] - ETA: 3:42 - loss: 197.0036 - logits_profile_predictions_loss: 195.1739 - logcount_predictions_loss: 0.6777 19/1423 [..............................] - ETA: 3:42 - loss: 197.4295 - logits_profile_predictions_loss: 195.5957 - logcount_predictions_loss: 0.6792 20/1423 [..............................] - ETA: 3:41 - loss: 197.7797 - logits_profile_predictions_loss: 195.9436 - logcount_predictions_loss: 0.6800 21/1423 [..............................] - ETA: 3:41 - loss: 198.1508 - logits_profile_predictions_loss: 196.3099 - logcount_predictions_loss: 0.6818 22/1423 [..............................] - ETA: 3:41 - loss: 198.4787 - logits_profile_predictions_loss: 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logits_profile_predictions_loss: 202.6628 - logcount_predictions_loss: 0.7073 122/1423 [=>............................] - ETA: 3:25 - loss: 204.6310 - logits_profile_predictions_loss: 202.7214 - logcount_predictions_loss: 0.7073 123/1423 [=>............................] - ETA: 3:25 - loss: 204.6873 - logits_profile_predictions_loss: 202.7777 - logcount_predictions_loss: 0.7072 124/1423 [=>............................] - ETA: 3:25 - loss: 204.7410 - logits_profile_predictions_loss: 202.8315 - logcount_predictions_loss: 0.7072 125/1423 [=>............................] - ETA: 3:24 - loss: 204.7931 - logits_profile_predictions_loss: 202.8836 - logcount_predictions_loss: 0.7072 126/1423 [=>............................] - ETA: 3:24 - loss: 204.8458 - logits_profile_predictions_loss: 202.9363 - logcount_predictions_loss: 0.7072 127/1423 [=>............................] - ETA: 3:24 - loss: 204.8984 - logits_profile_predictions_loss: 202.9890 - logcount_predictions_loss: 0.7072 128/1423 [=>............................] - ETA: 3:24 - loss: 204.9513 - logits_profile_predictions_loss: 203.0419 - logcount_predictions_loss: 0.7072 129/1423 [=>............................] - ETA: 3:24 - loss: 205.0035 - logits_profile_predictions_loss: 203.0940 - logcount_predictions_loss: 0.7072 130/1423 [=>............................] - ETA: 3:24 - loss: 205.0540 - logits_profile_predictions_loss: 203.1445 - logcount_predictions_loss: 0.7072 131/1423 [=>............................] - ETA: 3:23 - loss: 205.1039 - logits_profile_predictions_loss: 203.1943 - logcount_predictions_loss: 0.7072 132/1423 [=>............................] - ETA: 3:23 - loss: 205.1508 - logits_profile_predictions_loss: 203.2413 - logcount_predictions_loss: 0.7072 133/1423 [=>............................] - ETA: 3:23 - loss: 205.1954 - logits_profile_predictions_loss: 203.2859 - logcount_predictions_loss: 0.7072 134/1423 [=>............................] - ETA: 3:23 - loss: 205.2381 - logits_profile_predictions_loss: 203.3286 - logcount_predictions_loss: 0.7072 135/1423 [=>............................] - ETA: 3:23 - loss: 205.2801 - logits_profile_predictions_loss: 203.3706 - logcount_predictions_loss: 0.7072 136/1423 [=>............................] - ETA: 3:23 - loss: 205.3194 - logits_profile_predictions_loss: 203.4100 - logcount_predictions_loss: 0.7072 137/1423 [=>............................] - ETA: 3:23 - loss: 205.3589 - logits_profile_predictions_loss: 203.4495 - logcount_predictions_loss: 0.7072 138/1423 [=>............................] - ETA: 3:22 - loss: 205.3981 - logits_profile_predictions_loss: 203.4887 - logcount_predictions_loss: 0.7072 139/1423 [=>............................] - ETA: 3:22 - loss: 205.4360 - logits_profile_predictions_loss: 203.5267 - logcount_predictions_loss: 0.7072 140/1423 [=>............................] - ETA: 3:22 - loss: 205.4708 - logits_profile_predictions_loss: 203.5615 - logcount_predictions_loss: 0.7072 141/1423 [=>............................] - ETA: 3:22 - loss: 205.5057 - logits_profile_predictions_loss: 203.5964 - logcount_predictions_loss: 0.7071 142/1423 [=>............................] - ETA: 3:22 - loss: 205.5392 - logits_profile_predictions_loss: 203.6300 - logcount_predictions_loss: 0.7071 143/1423 [==>...........................] - ETA: 3:22 - loss: 205.5760 - logits_profile_predictions_loss: 203.6669 - logcount_predictions_loss: 0.7071 144/1423 [==>...........................] - ETA: 3:21 - loss: 205.6110 - logits_profile_predictions_loss: 203.7019 - logcount_predictions_loss: 0.7070 145/1423 [==>...........................] - ETA: 3:21 - loss: 205.6452 - logits_profile_predictions_loss: 203.7363 - logcount_predictions_loss: 0.7070 146/1423 [==>...........................] - ETA: 3:21 - loss: 205.6782 - logits_profile_predictions_loss: 203.7693 - logcount_predictions_loss: 0.7070 147/1423 [==>...........................] - ETA: 3:21 - loss: 205.7101 - logits_profile_predictions_loss: 203.8014 - logcount_predictions_loss: 0.7069 148/1423 [==>...........................] - ETA: 3:21 - loss: 205.7398 - logits_profile_predictions_loss: 203.8312 - logcount_predictions_loss: 0.7069 149/1423 [==>...........................] - ETA: 3:21 - loss: 205.7679 - logits_profile_predictions_loss: 203.8594 - logcount_predictions_loss: 0.7068 150/1423 [==>...........................] - ETA: 3:20 - loss: 205.7953 - logits_profile_predictions_loss: 203.8869 - logcount_predictions_loss: 0.7068 151/1423 [==>...........................] - ETA: 3:20 - loss: 205.8225 - logits_profile_predictions_loss: 203.9143 - logcount_predictions_loss: 0.7067 152/1423 [==>...........................] - ETA: 3:20 - loss: 205.8491 - logits_profile_predictions_loss: 203.9411 - logcount_predictions_loss: 0.7067 153/1423 [==>...........................] - ETA: 3:20 - loss: 205.8743 - logits_profile_predictions_loss: 203.9664 - logcount_predictions_loss: 0.7066 154/1423 [==>...........................] - ETA: 3:20 - loss: 205.9002 - logits_profile_predictions_loss: 203.9925 - logcount_predictions_loss: 0.7066 155/1423 [==>...........................] - ETA: 3:20 - loss: 205.9256 - logits_profile_predictions_loss: 204.0180 - logcount_predictions_loss: 0.7065 156/1423 [==>...........................] - ETA: 3:20 - loss: 205.9515 - logits_profile_predictions_loss: 204.0442 - logcount_predictions_loss: 0.7064 157/1423 [==>...........................] - ETA: 3:19 - loss: 205.9781 - logits_profile_predictions_loss: 204.0710 - logcount_predictions_loss: 0.7064 158/1423 [==>...........................] - ETA: 3:19 - loss: 206.0038 - logits_profile_predictions_loss: 204.0969 - logcount_predictions_loss: 0.7063 159/1423 [==>...........................] - ETA: 3:19 - loss: 206.0294 - logits_profile_predictions_loss: 204.1227 - logcount_predictions_loss: 0.7062 160/1423 [==>...........................] - ETA: 3:19 - loss: 206.0555 - logits_profile_predictions_loss: 204.1489 - logcount_predictions_loss: 0.7061 161/1423 [==>...........................] - ETA: 3:19 - loss: 206.0800 - logits_profile_predictions_loss: 204.1737 - logcount_predictions_loss: 0.7060 162/1423 [==>...........................] - ETA: 3:19 - loss: 206.1040 - logits_profile_predictions_loss: 204.1979 - logcount_predictions_loss: 0.7060 163/1423 [==>...........................] - ETA: 3:18 - loss: 206.1270 - logits_profile_predictions_loss: 204.2211 - logcount_predictions_loss: 0.7059 164/1423 [==>...........................] - ETA: 3:18 - loss: 206.1486 - logits_profile_predictions_loss: 204.2429 - logcount_predictions_loss: 0.7058 165/1423 [==>...........................] - ETA: 3:18 - loss: 206.1708 - logits_profile_predictions_loss: 204.2653 - logcount_predictions_loss: 0.7057 166/1423 [==>...........................] - ETA: 3:18 - loss: 206.1945 - logits_profile_predictions_loss: 204.2892 - logcount_predictions_loss: 0.7057 167/1423 [==>...........................] - ETA: 3:18 - loss: 206.2184 - logits_profile_predictions_loss: 204.3134 - logcount_predictions_loss: 0.7056 168/1423 [==>...........................] - ETA: 3:18 - loss: 206.2417 - logits_profile_predictions_loss: 204.3368 - logcount_predictions_loss: 0.7055 169/1423 [==>...........................] - ETA: 3:17 - loss: 206.2632 - logits_profile_predictions_loss: 204.3586 - logcount_predictions_loss: 0.7054 170/1423 [==>...........................] - ETA: 3:17 - loss: 206.2828 - logits_profile_predictions_loss: 204.3783 - logcount_predictions_loss: 0.7053 171/1423 [==>...........................] - ETA: 3:17 - loss: 206.3025 - logits_profile_predictions_loss: 204.3983 - logcount_predictions_loss: 0.7053 172/1423 [==>...........................] - ETA: 3:17 - loss: 206.3225 - logits_profile_predictions_loss: 204.4184 - logcount_predictions_loss: 0.7052 173/1423 [==>...........................] - ETA: 3:17 - loss: 206.3416 - 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[==>...........................] - ETA: 3:16 - loss: 206.4748 - logits_profile_predictions_loss: 204.5717 - logcount_predictions_loss: 0.7048 181/1423 [==>...........................] - ETA: 3:16 - loss: 206.4911 - logits_profile_predictions_loss: 204.5882 - logcount_predictions_loss: 0.7048 182/1423 [==>...........................] - ETA: 3:15 - loss: 206.5081 - logits_profile_predictions_loss: 204.6053 - logcount_predictions_loss: 0.7047 183/1423 [==>...........................] - ETA: 3:15 - loss: 206.5236 - logits_profile_predictions_loss: 204.6209 - logcount_predictions_loss: 0.7047 184/1423 [==>...........................] - ETA: 3:15 - loss: 206.5384 - logits_profile_predictions_loss: 204.6358 - logcount_predictions_loss: 0.7047 185/1423 [==>...........................] - ETA: 3:15 - loss: 206.5532 - logits_profile_predictions_loss: 204.6507 - logcount_predictions_loss: 0.7047 186/1423 [==>...........................] - ETA: 3:15 - loss: 206.5681 - 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[===>..........................] - ETA: 3:14 - loss: 206.6417 - logits_profile_predictions_loss: 204.7398 - logcount_predictions_loss: 0.7044 194/1423 [===>..........................] - ETA: 3:14 - loss: 206.6508 - logits_profile_predictions_loss: 204.7489 - logcount_predictions_loss: 0.7044 195/1423 [===>..........................] - ETA: 3:13 - loss: 206.6599 - logits_profile_predictions_loss: 204.7581 - logcount_predictions_loss: 0.7043 196/1423 [===>..........................] - ETA: 3:13 - loss: 206.6694 - logits_profile_predictions_loss: 204.7678 - logcount_predictions_loss: 0.7043 197/1423 [===>..........................] - ETA: 3:13 - loss: 206.6782 - logits_profile_predictions_loss: 204.7766 - logcount_predictions_loss: 0.7043 198/1423 [===>..........................] - ETA: 3:13 - loss: 206.6865 - logits_profile_predictions_loss: 204.7851 - logcount_predictions_loss: 0.7043 199/1423 [===>..........................] - ETA: 3:13 - loss: 206.6937 - logits_profile_predictions_loss: 204.7923 - logcount_predictions_loss: 0.7042 200/1423 [===>..........................] - ETA: 3:13 - loss: 206.7010 - logits_profile_predictions_loss: 204.7997 - logcount_predictions_loss: 0.7042 201/1423 [===>..........................] - ETA: 3:12 - loss: 206.7081 - logits_profile_predictions_loss: 204.8070 - logcount_predictions_loss: 0.7041 202/1423 [===>..........................] - ETA: 3:12 - loss: 206.7159 - logits_profile_predictions_loss: 204.8148 - logcount_predictions_loss: 0.7041 203/1423 [===>..........................] - ETA: 3:12 - loss: 206.7229 - logits_profile_predictions_loss: 204.8220 - logcount_predictions_loss: 0.7041 204/1423 [===>..........................] - ETA: 3:12 - loss: 206.7293 - logits_profile_predictions_loss: 204.8285 - logcount_predictions_loss: 0.7040 205/1423 [===>..........................] - ETA: 3:12 - loss: 206.7346 - logits_profile_predictions_loss: 204.8339 - logcount_predictions_loss: 0.7040 206/1423 [===>..........................] - ETA: 3:12 - loss: 206.7399 - logits_profile_predictions_loss: 204.8393 - logcount_predictions_loss: 0.7039 207/1423 [===>..........................] - ETA: 3:11 - loss: 206.7443 - logits_profile_predictions_loss: 204.8438 - logcount_predictions_loss: 0.7039 208/1423 [===>..........................] - ETA: 3:11 - loss: 206.7472 - logits_profile_predictions_loss: 204.8468 - logcount_predictions_loss: 0.7038 209/1423 [===>..........................] - ETA: 3:11 - loss: 206.7506 - logits_profile_predictions_loss: 204.8503 - logcount_predictions_loss: 0.7038 210/1423 [===>..........................] - ETA: 3:11 - loss: 206.7533 - logits_profile_predictions_loss: 204.8531 - logcount_predictions_loss: 0.7038 211/1423 [===>..........................] - ETA: 3:11 - loss: 206.7563 - logits_profile_predictions_loss: 204.8562 - logcount_predictions_loss: 0.7037 212/1423 [===>..........................] - ETA: 3:11 - loss: 206.7586 - logits_profile_predictions_loss: 204.8586 - logcount_predictions_loss: 0.7037 213/1423 [===>..........................] - ETA: 3:11 - loss: 206.7607 - logits_profile_predictions_loss: 204.8608 - logcount_predictions_loss: 0.7037 214/1423 [===>..........................] - ETA: 3:10 - loss: 206.7626 - logits_profile_predictions_loss: 204.8627 - logcount_predictions_loss: 0.7037 215/1423 [===>..........................] - ETA: 3:10 - loss: 206.7644 - logits_profile_predictions_loss: 204.8647 - logcount_predictions_loss: 0.7036 216/1423 [===>..........................] - ETA: 3:10 - loss: 206.7652 - logits_profile_predictions_loss: 204.8655 - logcount_predictions_loss: 0.7036 217/1423 [===>..........................] - ETA: 3:10 - loss: 206.7663 - logits_profile_predictions_loss: 204.8667 - logcount_predictions_loss: 0.7035 218/1423 [===>..........................] - ETA: 3:10 - loss: 206.7678 - logits_profile_predictions_loss: 204.8683 - logcount_predictions_loss: 0.7035 219/1423 [===>..........................] - ETA: 3:10 - loss: 206.7674 - logits_profile_predictions_loss: 204.8681 - logcount_predictions_loss: 0.7035 220/1423 [===>..........................] - ETA: 3:09 - loss: 206.7674 - logits_profile_predictions_loss: 204.8682 - logcount_predictions_loss: 0.7034 221/1423 [===>..........................] - ETA: 3:09 - loss: 206.7664 - logits_profile_predictions_loss: 204.8672 - logcount_predictions_loss: 0.7034 222/1423 [===>..........................] - ETA: 3:09 - loss: 206.7653 - logits_profile_predictions_loss: 204.8663 - logcount_predictions_loss: 0.7034 223/1423 [===>..........................] - ETA: 3:09 - loss: 206.7638 - logits_profile_predictions_loss: 204.8648 - logcount_predictions_loss: 0.7033 224/1423 [===>..........................] - ETA: 3:09 - loss: 206.7623 - logits_profile_predictions_loss: 204.8634 - logcount_predictions_loss: 0.7033 225/1423 [===>..........................] - ETA: 3:09 - loss: 206.7608 - logits_profile_predictions_loss: 204.8621 - logcount_predictions_loss: 0.7032 226/1423 [===>..........................] - ETA: 3:09 - loss: 206.7591 - logits_profile_predictions_loss: 204.8605 - logcount_predictions_loss: 0.7032 227/1423 [===>..........................] - ETA: 3:08 - loss: 206.7571 - logits_profile_predictions_loss: 204.8586 - logcount_predictions_loss: 0.7031 228/1423 [===>..........................] - ETA: 3:08 - loss: 206.7557 - logits_profile_predictions_loss: 204.8573 - logcount_predictions_loss: 0.7031 229/1423 [===>..........................] - ETA: 3:08 - loss: 206.7544 - logits_profile_predictions_loss: 204.8561 - logcount_predictions_loss: 0.7031 230/1423 [===>..........................] - ETA: 3:08 - loss: 206.7532 - logits_profile_predictions_loss: 204.8551 - logcount_predictions_loss: 0.7030 231/1423 [===>..........................] - ETA: 3:08 - loss: 206.7518 - logits_profile_predictions_loss: 204.8538 - logcount_predictions_loss: 0.7030 232/1423 [===>..........................] - ETA: 3:08 - loss: 206.7497 - logits_profile_predictions_loss: 204.8518 - logcount_predictions_loss: 0.7029 233/1423 [===>..........................] - ETA: 3:07 - loss: 206.7483 - logits_profile_predictions_loss: 204.8505 - logcount_predictions_loss: 0.7029 234/1423 [===>..........................] - ETA: 3:07 - loss: 206.7474 - logits_profile_predictions_loss: 204.8497 - logcount_predictions_loss: 0.7029 235/1423 [===>..........................] - ETA: 3:07 - loss: 206.7472 - logits_profile_predictions_loss: 204.8496 - logcount_predictions_loss: 0.7028 236/1423 [===>..........................] - ETA: 3:07 - loss: 206.7473 - logits_profile_predictions_loss: 204.8498 - logcount_predictions_loss: 0.7028 237/1423 [===>..........................] - ETA: 3:07 - loss: 206.7473 - logits_profile_predictions_loss: 204.8499 - logcount_predictions_loss: 0.7027 238/1423 [====>.........................] - ETA: 3:07 - loss: 206.7466 - logits_profile_predictions_loss: 204.8492 - logcount_predictions_loss: 0.7027 239/1423 [====>.........................] - ETA: 3:06 - loss: 206.7462 - logits_profile_predictions_loss: 204.8490 - logcount_predictions_loss: 0.7027 240/1423 [====>.........................] - ETA: 3:06 - loss: 206.7459 - logits_profile_predictions_loss: 204.8488 - logcount_predictions_loss: 0.7026 241/1423 [====>.........................] - ETA: 3:06 - loss: 206.7458 - logits_profile_predictions_loss: 204.8488 - logcount_predictions_loss: 0.7026 242/1423 [====>.........................] - ETA: 3:06 - loss: 206.7453 - logits_profile_predictions_loss: 204.8483 - logcount_predictions_loss: 0.7026 243/1423 [====>.........................] - ETA: 3:06 - loss: 206.7448 - logits_profile_predictions_loss: 204.8479 - logcount_predictions_loss: 0.7026 244/1423 [====>.........................] - ETA: 3:06 - loss: 206.7442 - logits_profile_predictions_loss: 204.8474 - logcount_predictions_loss: 0.7025 245/1423 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logits_profile_predictions_loss: 203.7321 - logcount_predictions_loss: 0.7047 1423/1423 [==============================] - 235s 165ms/step - loss: 205.6339 - logits_profile_predictions_loss: 203.7314 - logcount_predictions_loss: 0.7046 - val_loss: 202.9203 - val_logits_profile_predictions_loss: 201.3313 - val_logcount_predictions_loss: 0.5885 + +Epoch 00006: val_loss did not improve from 201.78629 +Epoch 7/50 + 1/1423 [..............................] - ETA: 5:37 - loss: 159.8179 - logits_profile_predictions_loss: 158.8113 - logcount_predictions_loss: 0.3728 2/1423 [..............................] - ETA: 3:53 - loss: 171.3349 - logits_profile_predictions_loss: 170.1817 - logcount_predictions_loss: 0.4271 3/1423 [..............................] - ETA: 3:47 - loss: 179.5782 - logits_profile_predictions_loss: 178.3510 - logcount_predictions_loss: 0.4545 4/1423 [..............................] - ETA: 3:45 - loss: 186.7572 - logits_profile_predictions_loss: 185.4376 - 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[..............................] - ETA: 3:41 - loss: 201.5512 - logits_profile_predictions_loss: 199.9727 - logcount_predictions_loss: 0.5846 19/1423 [..............................] - ETA: 3:41 - loss: 201.6394 - logits_profile_predictions_loss: 200.0560 - logcount_predictions_loss: 0.5864 20/1423 [..............................] - ETA: 3:41 - loss: 201.6683 - logits_profile_predictions_loss: 200.0793 - logcount_predictions_loss: 0.5885 21/1423 [..............................] - ETA: 3:41 - loss: 201.6760 - logits_profile_predictions_loss: 200.0822 - logcount_predictions_loss: 0.5903 22/1423 [..............................] - ETA: 3:40 - loss: 201.6521 - logits_profile_predictions_loss: 200.0527 - logcount_predictions_loss: 0.5924 23/1423 [..............................] - ETA: 3:40 - loss: 201.6225 - logits_profile_predictions_loss: 200.0173 - logcount_predictions_loss: 0.5945 24/1423 [..............................] - ETA: 3:40 - loss: 201.6238 - logits_profile_predictions_loss: 200.0127 - logcount_predictions_loss: 0.5967 25/1423 [..............................] - ETA: 3:40 - loss: 201.6168 - logits_profile_predictions_loss: 200.0010 - logcount_predictions_loss: 0.5984 26/1423 [..............................] - ETA: 3:40 - loss: 201.6367 - logits_profile_predictions_loss: 200.0172 - logcount_predictions_loss: 0.5998 27/1423 [..............................] - ETA: 3:40 - loss: 201.6189 - logits_profile_predictions_loss: 199.9962 - logcount_predictions_loss: 0.6010 28/1423 [..............................] - ETA: 3:39 - loss: 201.5691 - logits_profile_predictions_loss: 199.9432 - logcount_predictions_loss: 0.6022 29/1423 [..............................] - ETA: 3:39 - loss: 201.5285 - logits_profile_predictions_loss: 199.8994 - logcount_predictions_loss: 0.6034 30/1423 [..............................] - ETA: 3:39 - loss: 201.5013 - logits_profile_predictions_loss: 199.8694 - logcount_predictions_loss: 0.6044 31/1423 [..............................] - ETA: 3:39 - 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[>.............................] - ETA: 3:36 - loss: 202.6306 - logits_profile_predictions_loss: 200.9740 - logcount_predictions_loss: 0.6135 52/1423 [>.............................] - ETA: 3:36 - loss: 202.6848 - logits_profile_predictions_loss: 201.0275 - logcount_predictions_loss: 0.6138 53/1423 [>.............................] - ETA: 3:35 - loss: 202.7295 - logits_profile_predictions_loss: 201.0715 - logcount_predictions_loss: 0.6141 54/1423 [>.............................] - ETA: 3:35 - loss: 202.7635 - logits_profile_predictions_loss: 201.1048 - logcount_predictions_loss: 0.6143 55/1423 [>.............................] - ETA: 3:35 - loss: 202.7941 - logits_profile_predictions_loss: 201.1347 - logcount_predictions_loss: 0.6146 56/1423 [>.............................] - ETA: 3:35 - loss: 202.8328 - logits_profile_predictions_loss: 201.1729 - logcount_predictions_loss: 0.6148 57/1423 [>.............................] - ETA: 3:35 - loss: 202.8639 - logits_profile_predictions_loss: 201.2032 - logcount_predictions_loss: 0.6151 58/1423 [>.............................] - ETA: 3:35 - loss: 202.8950 - logits_profile_predictions_loss: 201.2334 - logcount_predictions_loss: 0.6154 59/1423 [>.............................] - ETA: 3:34 - loss: 202.9125 - logits_profile_predictions_loss: 201.2498 - logcount_predictions_loss: 0.6158 60/1423 [>.............................] - ETA: 3:34 - loss: 202.9332 - logits_profile_predictions_loss: 201.2694 - logcount_predictions_loss: 0.6162 61/1423 [>.............................] - ETA: 3:34 - loss: 202.9471 - logits_profile_predictions_loss: 201.2821 - logcount_predictions_loss: 0.6166 62/1423 [>.............................] - ETA: 3:34 - loss: 202.9517 - logits_profile_predictions_loss: 201.2857 - logcount_predictions_loss: 0.6170 63/1423 [>.............................] - ETA: 3:34 - loss: 202.9595 - logits_profile_predictions_loss: 201.2924 - logcount_predictions_loss: 0.6175 64/1423 [>.............................] - ETA: 3:34 - 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logits_profile_predictions_loss: 201.6187 - logcount_predictions_loss: 0.6204 78/1423 [>.............................] - ETA: 3:31 - loss: 203.3112 - logits_profile_predictions_loss: 201.6359 - logcount_predictions_loss: 0.6205 79/1423 [>.............................] - ETA: 3:31 - loss: 203.3315 - logits_profile_predictions_loss: 201.6559 - logcount_predictions_loss: 0.6206 80/1423 [>.............................] - ETA: 3:31 - loss: 203.3419 - logits_profile_predictions_loss: 201.6661 - logcount_predictions_loss: 0.6206 81/1423 [>.............................] - ETA: 3:31 - loss: 203.3588 - logits_profile_predictions_loss: 201.6829 - logcount_predictions_loss: 0.6207 82/1423 [>.............................] - ETA: 3:31 - loss: 203.3752 - logits_profile_predictions_loss: 201.6991 - logcount_predictions_loss: 0.6208 83/1423 [>.............................] - ETA: 3:31 - loss: 203.3910 - logits_profile_predictions_loss: 201.7147 - logcount_predictions_loss: 0.6208 84/1423 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logits_profile_predictions_loss: 202.0136 - logcount_predictions_loss: 0.6224 111/1423 [=>............................] - ETA: 3:26 - loss: 203.6927 - logits_profile_predictions_loss: 202.0122 - logcount_predictions_loss: 0.6224 112/1423 [=>............................] - ETA: 3:26 - loss: 203.6903 - logits_profile_predictions_loss: 202.0097 - logcount_predictions_loss: 0.6224 113/1423 [=>............................] - ETA: 3:26 - loss: 203.6882 - logits_profile_predictions_loss: 202.0074 - logcount_predictions_loss: 0.6225 114/1423 [=>............................] - ETA: 3:26 - loss: 203.6830 - logits_profile_predictions_loss: 202.0022 - logcount_predictions_loss: 0.6225 115/1423 [=>............................] - ETA: 3:26 - loss: 203.6747 - logits_profile_predictions_loss: 201.9938 - logcount_predictions_loss: 0.6225 116/1423 [=>............................] - ETA: 3:26 - loss: 203.6669 - logits_profile_predictions_loss: 201.9859 - logcount_predictions_loss: 0.6226 117/1423 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logits_profile_predictions_loss: 201.8880 - logcount_predictions_loss: 0.6242 137/1423 [=>............................] - ETA: 3:22 - loss: 203.5690 - logits_profile_predictions_loss: 201.8834 - logcount_predictions_loss: 0.6243 138/1423 [=>............................] - ETA: 3:22 - loss: 203.5637 - logits_profile_predictions_loss: 201.8779 - logcount_predictions_loss: 0.6244 139/1423 [=>............................] - ETA: 3:22 - loss: 203.5595 - logits_profile_predictions_loss: 201.8735 - logcount_predictions_loss: 0.6244 140/1423 [=>............................] - ETA: 3:22 - loss: 203.5552 - logits_profile_predictions_loss: 201.8690 - logcount_predictions_loss: 0.6245 141/1423 [=>............................] - ETA: 3:22 - loss: 203.5516 - logits_profile_predictions_loss: 201.8650 - logcount_predictions_loss: 0.6246 142/1423 [=>............................] - ETA: 3:21 - loss: 203.5492 - logits_profile_predictions_loss: 201.8624 - logcount_predictions_loss: 0.6247 143/1423 [==>...........................] - ETA: 3:21 - loss: 203.5457 - logits_profile_predictions_loss: 201.8587 - logcount_predictions_loss: 0.6248 144/1423 [==>...........................] - ETA: 3:21 - loss: 203.5423 - logits_profile_predictions_loss: 201.8549 - logcount_predictions_loss: 0.6249 145/1423 [==>...........................] - ETA: 3:21 - loss: 203.5407 - logits_profile_predictions_loss: 201.8530 - logcount_predictions_loss: 0.6250 146/1423 [==>...........................] - ETA: 3:21 - loss: 203.5394 - logits_profile_predictions_loss: 201.8514 - logcount_predictions_loss: 0.6252 147/1423 [==>...........................] - ETA: 3:21 - loss: 203.5389 - logits_profile_predictions_loss: 201.8507 - logcount_predictions_loss: 0.6253 148/1423 [==>...........................] - ETA: 3:21 - loss: 203.5387 - logits_profile_predictions_loss: 201.8502 - logcount_predictions_loss: 0.6254 149/1423 [==>...........................] - ETA: 3:20 - loss: 203.5389 - 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[==>...........................] - ETA: 3:19 - loss: 203.5368 - logits_profile_predictions_loss: 201.8463 - logcount_predictions_loss: 0.6261 157/1423 [==>...........................] - ETA: 3:19 - loss: 203.5322 - logits_profile_predictions_loss: 201.8415 - logcount_predictions_loss: 0.6262 158/1423 [==>...........................] - ETA: 3:19 - loss: 203.5281 - logits_profile_predictions_loss: 201.8371 - logcount_predictions_loss: 0.6263 159/1423 [==>...........................] - ETA: 3:19 - loss: 203.5241 - logits_profile_predictions_loss: 201.8328 - logcount_predictions_loss: 0.6264 160/1423 [==>...........................] - ETA: 3:19 - loss: 203.5186 - logits_profile_predictions_loss: 201.8270 - logcount_predictions_loss: 0.6265 161/1423 [==>...........................] - ETA: 3:18 - loss: 203.5118 - logits_profile_predictions_loss: 201.8198 - logcount_predictions_loss: 0.6266 162/1423 [==>...........................] - ETA: 3:18 - loss: 203.5046 - 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[==>...........................] - ETA: 3:17 - loss: 203.4476 - logits_profile_predictions_loss: 201.7531 - logcount_predictions_loss: 0.6276 170/1423 [==>...........................] - ETA: 3:17 - loss: 203.4398 - logits_profile_predictions_loss: 201.7450 - logcount_predictions_loss: 0.6277 171/1423 [==>...........................] - ETA: 3:17 - loss: 203.4329 - logits_profile_predictions_loss: 201.7378 - logcount_predictions_loss: 0.6278 172/1423 [==>...........................] - ETA: 3:17 - loss: 203.4273 - logits_profile_predictions_loss: 201.7318 - logcount_predictions_loss: 0.6280 173/1423 [==>...........................] - ETA: 3:17 - loss: 203.4225 - logits_profile_predictions_loss: 201.7266 - logcount_predictions_loss: 0.6281 174/1423 [==>...........................] - ETA: 3:16 - loss: 203.4160 - logits_profile_predictions_loss: 201.7197 - logcount_predictions_loss: 0.6282 175/1423 [==>...........................] - ETA: 3:16 - loss: 203.4107 - 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[==>...........................] - ETA: 3:15 - loss: 203.3665 - logits_profile_predictions_loss: 201.6672 - logcount_predictions_loss: 0.6294 183/1423 [==>...........................] - ETA: 3:15 - loss: 203.3616 - logits_profile_predictions_loss: 201.6618 - logcount_predictions_loss: 0.6295 184/1423 [==>...........................] - ETA: 3:15 - loss: 203.3569 - logits_profile_predictions_loss: 201.6566 - logcount_predictions_loss: 0.6297 185/1423 [==>...........................] - ETA: 3:15 - loss: 203.3520 - logits_profile_predictions_loss: 201.6513 - logcount_predictions_loss: 0.6299 186/1423 [==>...........................] - ETA: 3:14 - loss: 203.3469 - logits_profile_predictions_loss: 201.6457 - logcount_predictions_loss: 0.6301 187/1423 [==>...........................] - ETA: 3:14 - loss: 203.3424 - logits_profile_predictions_loss: 201.6406 - logcount_predictions_loss: 0.6303 188/1423 [==>...........................] - ETA: 3:14 - loss: 203.3387 - logits_profile_predictions_loss: 201.6364 - logcount_predictions_loss: 0.6305 189/1423 [==>...........................] - ETA: 3:14 - loss: 203.3357 - logits_profile_predictions_loss: 201.6329 - logcount_predictions_loss: 0.6306 190/1423 [===>..........................] - ETA: 3:14 - loss: 203.3326 - logits_profile_predictions_loss: 201.6293 - logcount_predictions_loss: 0.6308 191/1423 [===>..........................] - ETA: 3:14 - loss: 203.3312 - logits_profile_predictions_loss: 201.6274 - logcount_predictions_loss: 0.6310 192/1423 [===>..........................] - ETA: 3:14 - loss: 203.3298 - logits_profile_predictions_loss: 201.6256 - logcount_predictions_loss: 0.6312 193/1423 [===>..........................] - ETA: 3:13 - loss: 203.3298 - logits_profile_predictions_loss: 201.6250 - logcount_predictions_loss: 0.6314 194/1423 [===>..........................] - ETA: 3:13 - loss: 203.3307 - logits_profile_predictions_loss: 201.6254 - logcount_predictions_loss: 0.6316 195/1423 [===>..........................] - ETA: 3:13 - loss: 203.3307 - logits_profile_predictions_loss: 201.6249 - logcount_predictions_loss: 0.6318 196/1423 [===>..........................] - ETA: 3:13 - loss: 203.3311 - logits_profile_predictions_loss: 201.6248 - logcount_predictions_loss: 0.6319 197/1423 [===>..........................] - ETA: 3:13 - loss: 203.3313 - logits_profile_predictions_loss: 201.6246 - logcount_predictions_loss: 0.6321 198/1423 [===>..........................] - ETA: 3:13 - loss: 203.3324 - logits_profile_predictions_loss: 201.6252 - logcount_predictions_loss: 0.6323 199/1423 [===>..........................] - ETA: 3:12 - loss: 203.3334 - logits_profile_predictions_loss: 201.6257 - logcount_predictions_loss: 0.6325 200/1423 [===>..........................] - ETA: 3:12 - loss: 203.3344 - logits_profile_predictions_loss: 201.6262 - logcount_predictions_loss: 0.6326 201/1423 [===>..........................] - ETA: 3:12 - loss: 203.3344 - logits_profile_predictions_loss: 201.6258 - logcount_predictions_loss: 0.6328 202/1423 [===>..........................] - ETA: 3:12 - loss: 203.3353 - logits_profile_predictions_loss: 201.6262 - logcount_predictions_loss: 0.6330 203/1423 [===>..........................] - ETA: 3:12 - loss: 203.3363 - logits_profile_predictions_loss: 201.6268 - logcount_predictions_loss: 0.6332 204/1423 [===>..........................] - ETA: 3:12 - loss: 203.3369 - logits_profile_predictions_loss: 201.6269 - logcount_predictions_loss: 0.6333 205/1423 [===>..........................] - ETA: 3:11 - loss: 203.3388 - logits_profile_predictions_loss: 201.6283 - logcount_predictions_loss: 0.6335 206/1423 [===>..........................] - ETA: 3:11 - loss: 203.3397 - logits_profile_predictions_loss: 201.6287 - logcount_predictions_loss: 0.6337 207/1423 [===>..........................] - ETA: 3:11 - loss: 203.3415 - logits_profile_predictions_loss: 201.6301 - logcount_predictions_loss: 0.6339 208/1423 [===>..........................] - ETA: 3:11 - loss: 203.3434 - logits_profile_predictions_loss: 201.6314 - logcount_predictions_loss: 0.6340 209/1423 [===>..........................] - ETA: 3:11 - loss: 203.3454 - logits_profile_predictions_loss: 201.6330 - logcount_predictions_loss: 0.6342 210/1423 [===>..........................] - ETA: 3:11 - loss: 203.3485 - logits_profile_predictions_loss: 201.6357 - logcount_predictions_loss: 0.6344 211/1423 [===>..........................] - ETA: 3:11 - loss: 203.3513 - logits_profile_predictions_loss: 201.6380 - logcount_predictions_loss: 0.6345 212/1423 [===>..........................] - ETA: 3:10 - loss: 203.3551 - logits_profile_predictions_loss: 201.6414 - logcount_predictions_loss: 0.6347 213/1423 [===>..........................] - ETA: 3:10 - loss: 203.3599 - logits_profile_predictions_loss: 201.6457 - logcount_predictions_loss: 0.6349 214/1423 [===>..........................] - ETA: 3:10 - loss: 203.3652 - logits_profile_predictions_loss: 201.6506 - logcount_predictions_loss: 0.6350 215/1423 [===>..........................] - ETA: 3:10 - loss: 203.3709 - logits_profile_predictions_loss: 201.6559 - logcount_predictions_loss: 0.6352 216/1423 [===>..........................] - ETA: 3:10 - loss: 203.3766 - logits_profile_predictions_loss: 201.6612 - logcount_predictions_loss: 0.6353 217/1423 [===>..........................] - ETA: 3:10 - loss: 203.3814 - logits_profile_predictions_loss: 201.6655 - logcount_predictions_loss: 0.6355 218/1423 [===>..........................] - ETA: 3:09 - loss: 203.3862 - logits_profile_predictions_loss: 201.6699 - logcount_predictions_loss: 0.6357 219/1423 [===>..........................] - ETA: 3:09 - loss: 203.3907 - logits_profile_predictions_loss: 201.6740 - logcount_predictions_loss: 0.6358 220/1423 [===>..........................] - ETA: 3:09 - loss: 203.3951 - logits_profile_predictions_loss: 201.6779 - logcount_predictions_loss: 0.6360 221/1423 [===>..........................] - ETA: 3:09 - loss: 203.4000 - logits_profile_predictions_loss: 201.6825 - logcount_predictions_loss: 0.6361 222/1423 [===>..........................] - ETA: 3:09 - loss: 203.4056 - logits_profile_predictions_loss: 201.6876 - logcount_predictions_loss: 0.6363 223/1423 [===>..........................] - ETA: 3:09 - loss: 203.4115 - logits_profile_predictions_loss: 201.6931 - logcount_predictions_loss: 0.6364 224/1423 [===>..........................] - ETA: 3:09 - loss: 203.4175 - logits_profile_predictions_loss: 201.6988 - logcount_predictions_loss: 0.6366 225/1423 [===>..........................] - ETA: 3:08 - loss: 203.4227 - logits_profile_predictions_loss: 201.7035 - logcount_predictions_loss: 0.6367 226/1423 [===>..........................] - ETA: 3:08 - loss: 203.4267 - logits_profile_predictions_loss: 201.7071 - logcount_predictions_loss: 0.6369 227/1423 [===>..........................] - ETA: 3:08 - loss: 203.4318 - 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[====>.........................] - ETA: 3:04 - loss: 203.5133 - logits_profile_predictions_loss: 201.7851 - logcount_predictions_loss: 0.6401 249/1423 [====>.........................] - ETA: 3:04 - loss: 203.5170 - logits_profile_predictions_loss: 201.7884 - logcount_predictions_loss: 0.6402 250/1423 [====>.........................] - ETA: 3:04 - loss: 203.5207 - logits_profile_predictions_loss: 201.7917 - logcount_predictions_loss: 0.6404 251/1423 [====>.........................] - ETA: 3:04 - loss: 203.5240 - logits_profile_predictions_loss: 201.7947 - logcount_predictions_loss: 0.6405 252/1423 [====>.........................] - ETA: 3:04 - loss: 203.5272 - logits_profile_predictions_loss: 201.7976 - logcount_predictions_loss: 0.6406 253/1423 [====>.........................] - ETA: 3:03 - loss: 203.5303 - logits_profile_predictions_loss: 201.8002 - logcount_predictions_loss: 0.6407 254/1423 [====>.........................] - ETA: 3:03 - loss: 203.5321 - 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[====>.........................] - ETA: 3:02 - loss: 203.5430 - logits_profile_predictions_loss: 201.8103 - logcount_predictions_loss: 0.6417 262/1423 [====>.........................] - ETA: 3:02 - loss: 203.5440 - logits_profile_predictions_loss: 201.8110 - logcount_predictions_loss: 0.6418 263/1423 [====>.........................] - ETA: 3:02 - loss: 203.5452 - logits_profile_predictions_loss: 201.8119 - logcount_predictions_loss: 0.6420 264/1423 [====>.........................] - ETA: 3:02 - loss: 203.5463 - logits_profile_predictions_loss: 201.8126 - logcount_predictions_loss: 0.6421 265/1423 [====>.........................] - ETA: 3:02 - loss: 203.5475 - logits_profile_predictions_loss: 201.8136 - logcount_predictions_loss: 0.6422 266/1423 [====>.........................] - ETA: 3:01 - loss: 203.5489 - logits_profile_predictions_loss: 201.8147 - logcount_predictions_loss: 0.6423 267/1423 [====>.........................] - ETA: 3:01 - loss: 203.5504 - 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[====>.........................] - ETA: 3:00 - loss: 203.5620 - logits_profile_predictions_loss: 201.8254 - logcount_predictions_loss: 0.6432 275/1423 [====>.........................] - ETA: 3:00 - loss: 203.5628 - logits_profile_predictions_loss: 201.8259 - logcount_predictions_loss: 0.6433 276/1423 [====>.........................] - ETA: 3:00 - loss: 203.5634 - logits_profile_predictions_loss: 201.8263 - logcount_predictions_loss: 0.6434 277/1423 [====>.........................] - ETA: 3:00 - loss: 203.5639 - logits_profile_predictions_loss: 201.8265 - logcount_predictions_loss: 0.6435 278/1423 [====>.........................] - ETA: 3:00 - loss: 203.5650 - logits_profile_predictions_loss: 201.8273 - logcount_predictions_loss: 0.6436 279/1423 [====>.........................] - ETA: 2:59 - loss: 203.5658 - logits_profile_predictions_loss: 201.8278 - logcount_predictions_loss: 0.6437 280/1423 [====>.........................] - ETA: 2:59 - loss: 203.5667 - 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[=====>........................] - ETA: 2:58 - loss: 203.5758 - logits_profile_predictions_loss: 201.8356 - logcount_predictions_loss: 0.6445 288/1423 [=====>........................] - ETA: 2:58 - loss: 203.5776 - logits_profile_predictions_loss: 201.8371 - logcount_predictions_loss: 0.6446 289/1423 [=====>........................] - ETA: 2:58 - loss: 203.5802 - logits_profile_predictions_loss: 201.8395 - logcount_predictions_loss: 0.6447 290/1423 [=====>........................] - ETA: 2:58 - loss: 203.5824 - logits_profile_predictions_loss: 201.8414 - logcount_predictions_loss: 0.6448 291/1423 [=====>........................] - ETA: 2:58 - loss: 203.5848 - logits_profile_predictions_loss: 201.8436 - logcount_predictions_loss: 0.6449 292/1423 [=====>........................] - ETA: 2:57 - loss: 203.5876 - logits_profile_predictions_loss: 201.8461 - logcount_predictions_loss: 0.6450 293/1423 [=====>........................] - ETA: 2:57 - loss: 203.5903 - 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[=====>........................] - ETA: 2:56 - loss: 203.6056 - logits_profile_predictions_loss: 201.8622 - logcount_predictions_loss: 0.6457 301/1423 [=====>........................] - ETA: 2:56 - loss: 203.6067 - logits_profile_predictions_loss: 201.8631 - logcount_predictions_loss: 0.6458 302/1423 [=====>........................] - ETA: 2:56 - loss: 203.6076 - logits_profile_predictions_loss: 201.8638 - logcount_predictions_loss: 0.6458 303/1423 [=====>........................] - ETA: 2:56 - loss: 203.6083 - logits_profile_predictions_loss: 201.8643 - logcount_predictions_loss: 0.6459 304/1423 [=====>........................] - ETA: 2:56 - loss: 203.6092 - logits_profile_predictions_loss: 201.8650 - logcount_predictions_loss: 0.6460 305/1423 [=====>........................] - ETA: 2:55 - loss: 203.6100 - logits_profile_predictions_loss: 201.8656 - logcount_predictions_loss: 0.6461 306/1423 [=====>........................] - ETA: 2:55 - loss: 203.6109 - 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[=====>........................] - ETA: 2:54 - loss: 203.6172 - logits_profile_predictions_loss: 201.8712 - logcount_predictions_loss: 0.6467 314/1423 [=====>........................] - ETA: 2:54 - loss: 203.6183 - logits_profile_predictions_loss: 201.8721 - logcount_predictions_loss: 0.6467 315/1423 [=====>........................] - ETA: 2:54 - loss: 203.6193 - logits_profile_predictions_loss: 201.8729 - logcount_predictions_loss: 0.6468 316/1423 [=====>........................] - ETA: 2:54 - loss: 203.6199 - logits_profile_predictions_loss: 201.8733 - logcount_predictions_loss: 0.6469 317/1423 [=====>........................] - ETA: 2:53 - loss: 203.6205 - logits_profile_predictions_loss: 201.8738 - logcount_predictions_loss: 0.6469 318/1423 [=====>........................] - ETA: 2:53 - loss: 203.6213 - logits_profile_predictions_loss: 201.8743 - logcount_predictions_loss: 0.6470 319/1423 [=====>........................] - ETA: 2:53 - loss: 203.6221 - 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[=====>........................] - ETA: 2:52 - loss: 203.6337 - logits_profile_predictions_loss: 201.8854 - logcount_predictions_loss: 0.6475 327/1423 [=====>........................] - ETA: 2:52 - loss: 203.6362 - logits_profile_predictions_loss: 201.8877 - logcount_predictions_loss: 0.6476 328/1423 [=====>........................] - ETA: 2:52 - loss: 203.6385 - logits_profile_predictions_loss: 201.8899 - logcount_predictions_loss: 0.6476 329/1423 [=====>........................] - ETA: 2:52 - loss: 203.6410 - logits_profile_predictions_loss: 201.8922 - logcount_predictions_loss: 0.6477 330/1423 [=====>........................] - ETA: 2:51 - loss: 203.6437 - logits_profile_predictions_loss: 201.8948 - logcount_predictions_loss: 0.6478 331/1423 [=====>........................] - ETA: 2:51 - loss: 203.6463 - logits_profile_predictions_loss: 201.8972 - logcount_predictions_loss: 0.6478 332/1423 [=====>........................] - ETA: 2:51 - loss: 203.6491 - 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[======>.......................] - ETA: 2:50 - loss: 203.6717 - logits_profile_predictions_loss: 201.9213 - logcount_predictions_loss: 0.6483 340/1423 [======>.......................] - ETA: 2:50 - loss: 203.6754 - logits_profile_predictions_loss: 201.9248 - logcount_predictions_loss: 0.6484 341/1423 [======>.......................] - ETA: 2:50 - loss: 203.6785 - logits_profile_predictions_loss: 201.9278 - logcount_predictions_loss: 0.6484 342/1423 [======>.......................] - ETA: 2:50 - loss: 203.6816 - logits_profile_predictions_loss: 201.9307 - logcount_predictions_loss: 0.6485 343/1423 [======>.......................] - ETA: 2:49 - loss: 203.6849 - logits_profile_predictions_loss: 201.9338 - logcount_predictions_loss: 0.6485 344/1423 [======>.......................] - ETA: 2:49 - loss: 203.6883 - logits_profile_predictions_loss: 201.9370 - logcount_predictions_loss: 0.6486 345/1423 [======>.......................] - ETA: 2:49 - loss: 203.6921 - 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[..............................] - ETA: 3:40 - loss: 188.3509 - logits_profile_predictions_loss: 186.3265 - logcount_predictions_loss: 0.7498 21/1423 [..............................] - ETA: 3:40 - loss: 188.6617 - logits_profile_predictions_loss: 186.6427 - logcount_predictions_loss: 0.7478 22/1423 [..............................] - ETA: 3:40 - loss: 188.8727 - logits_profile_predictions_loss: 186.8592 - logcount_predictions_loss: 0.7457 23/1423 [..............................] - ETA: 3:40 - loss: 189.0959 - logits_profile_predictions_loss: 187.0875 - logcount_predictions_loss: 0.7439 24/1423 [..............................] - ETA: 3:39 - loss: 189.3274 - logits_profile_predictions_loss: 187.3248 - logcount_predictions_loss: 0.7417 25/1423 [..............................] - ETA: 3:39 - loss: 189.5692 - logits_profile_predictions_loss: 187.5721 - logcount_predictions_loss: 0.7397 26/1423 [..............................] - ETA: 3:39 - loss: 189.7860 - logits_profile_predictions_loss: 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loss: 191.8446 - logits_profile_predictions_loss: 189.8879 - logcount_predictions_loss: 0.7247 34/1423 [..............................] - ETA: 3:38 - loss: 192.1171 - logits_profile_predictions_loss: 190.1654 - logcount_predictions_loss: 0.7228 35/1423 [..............................] - ETA: 3:38 - loss: 192.3677 - logits_profile_predictions_loss: 190.4212 - logcount_predictions_loss: 0.7209 36/1423 [..............................] - ETA: 3:38 - loss: 192.5962 - logits_profile_predictions_loss: 190.6546 - logcount_predictions_loss: 0.7191 37/1423 [..............................] - ETA: 3:38 - loss: 192.8103 - logits_profile_predictions_loss: 190.8737 - logcount_predictions_loss: 0.7173 38/1423 [..............................] - ETA: 3:37 - loss: 193.0391 - logits_profile_predictions_loss: 191.1070 - logcount_predictions_loss: 0.7156 39/1423 [..............................] - ETA: 3:37 - loss: 193.2216 - logits_profile_predictions_loss: 191.2938 - logcount_predictions_loss: 0.7140 40/1423 [..............................] - ETA: 3:37 - loss: 193.4022 - logits_profile_predictions_loss: 191.4786 - logcount_predictions_loss: 0.7125 41/1423 [..............................] - ETA: 3:37 - loss: 193.6069 - logits_profile_predictions_loss: 191.6872 - logcount_predictions_loss: 0.7110 42/1423 [..............................] - ETA: 3:37 - loss: 193.7986 - logits_profile_predictions_loss: 191.8828 - logcount_predictions_loss: 0.7096 43/1423 [..............................] - ETA: 3:37 - loss: 193.9966 - logits_profile_predictions_loss: 192.0845 - logcount_predictions_loss: 0.7082 44/1423 [..............................] - ETA: 3:36 - loss: 194.1816 - logits_profile_predictions_loss: 192.2732 - logcount_predictions_loss: 0.7068 45/1423 [..............................] - ETA: 3:36 - loss: 194.3483 - logits_profile_predictions_loss: 192.4432 - logcount_predictions_loss: 0.7056 46/1423 [..............................] - ETA: 3:36 - loss: 194.5277 - logits_profile_predictions_loss: 192.6257 - logcount_predictions_loss: 0.7044 47/1423 [..............................] - ETA: 3:36 - loss: 194.6902 - logits_profile_predictions_loss: 192.7914 - logcount_predictions_loss: 0.7032 48/1423 [>.............................] - ETA: 3:36 - loss: 194.8407 - logits_profile_predictions_loss: 192.9451 - logcount_predictions_loss: 0.7021 49/1423 [>.............................] - ETA: 3:36 - loss: 194.9955 - logits_profile_predictions_loss: 193.1032 - logcount_predictions_loss: 0.7008 50/1423 [>.............................] - ETA: 3:36 - loss: 195.1461 - logits_profile_predictions_loss: 193.2570 - logcount_predictions_loss: 0.6997 51/1423 [>.............................] - ETA: 3:35 - loss: 195.3001 - logits_profile_predictions_loss: 193.4140 - logcount_predictions_loss: 0.6985 52/1423 [>.............................] - ETA: 3:35 - loss: 195.4658 - logits_profile_predictions_loss: 193.5827 - logcount_predictions_loss: 0.6974 53/1423 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[====>.........................] - ETA: 3:04 - loss: 203.3299 - logits_profile_predictions_loss: 201.5957 - logcount_predictions_loss: 0.6423 251/1423 [====>.........................] - ETA: 3:04 - loss: 203.3395 - logits_profile_predictions_loss: 201.6053 - logcount_predictions_loss: 0.6423 252/1423 [====>.........................] - ETA: 3:04 - loss: 203.3487 - logits_profile_predictions_loss: 201.6146 - logcount_predictions_loss: 0.6422 253/1423 [====>.........................] - ETA: 3:03 - loss: 203.3579 - logits_profile_predictions_loss: 201.6239 - logcount_predictions_loss: 0.6422 254/1423 [====>.........................] - ETA: 3:03 - loss: 203.3666 - logits_profile_predictions_loss: 201.6326 - logcount_predictions_loss: 0.6422 255/1423 [====>.........................] - ETA: 3:03 - loss: 203.3758 - logits_profile_predictions_loss: 201.6419 - logcount_predictions_loss: 0.6422 256/1423 [====>.........................] - ETA: 3:03 - loss: 203.3851 - 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[=====>........................] - ETA: 2:54 - loss: 203.8478 - logits_profile_predictions_loss: 202.1172 - logcount_predictions_loss: 0.6409 316/1423 [=====>........................] - ETA: 2:54 - loss: 203.8530 - logits_profile_predictions_loss: 202.1225 - logcount_predictions_loss: 0.6409 317/1423 [=====>........................] - ETA: 2:54 - loss: 203.8580 - logits_profile_predictions_loss: 202.1276 - logcount_predictions_loss: 0.6409 318/1423 [=====>........................] - ETA: 2:53 - loss: 203.8631 - logits_profile_predictions_loss: 202.1328 - logcount_predictions_loss: 0.6408 319/1423 [=====>........................] - ETA: 2:53 - loss: 203.8683 - logits_profile_predictions_loss: 202.1381 - logcount_predictions_loss: 0.6408 320/1423 [=====>........................] - ETA: 2:53 - loss: 203.8731 - logits_profile_predictions_loss: 202.1429 - logcount_predictions_loss: 0.6408 321/1423 [=====>........................] - ETA: 2:53 - loss: 203.8779 - 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logits_profile_predictions_loss: 200.0801 - logcount_predictions_loss: 0.5719 180/1423 [==>...........................] - ETA: 3:15 - loss: 201.6215 - logits_profile_predictions_loss: 200.0774 - logcount_predictions_loss: 0.5719 181/1423 [==>...........................] - ETA: 3:15 - loss: 201.6185 - logits_profile_predictions_loss: 200.0744 - logcount_predictions_loss: 0.5719 182/1423 [==>...........................] - ETA: 3:15 - loss: 201.6142 - logits_profile_predictions_loss: 200.0701 - logcount_predictions_loss: 0.5719 183/1423 [==>...........................] - ETA: 3:15 - loss: 201.6100 - logits_profile_predictions_loss: 200.0659 - logcount_predictions_loss: 0.5719 184/1423 [==>...........................] - ETA: 3:15 - loss: 201.6055 - logits_profile_predictions_loss: 200.0614 - logcount_predictions_loss: 0.5718 185/1423 [==>...........................] - ETA: 3:14 - loss: 201.5993 - logits_profile_predictions_loss: 200.0553 - logcount_predictions_loss: 0.5718 186/1423 [==>...........................] - ETA: 3:14 - loss: 201.5924 - logits_profile_predictions_loss: 200.0484 - logcount_predictions_loss: 0.5718 187/1423 [==>...........................] - ETA: 3:14 - loss: 201.5854 - logits_profile_predictions_loss: 200.0415 - logcount_predictions_loss: 0.5718 188/1423 [==>...........................] - ETA: 3:14 - loss: 201.5791 - logits_profile_predictions_loss: 200.0352 - logcount_predictions_loss: 0.5718 189/1423 [==>...........................] - ETA: 3:14 - loss: 201.5735 - logits_profile_predictions_loss: 200.0297 - logcount_predictions_loss: 0.5718 190/1423 [===>..........................] - ETA: 3:14 - loss: 201.5682 - logits_profile_predictions_loss: 200.0244 - logcount_predictions_loss: 0.5718 191/1423 [===>..........................] - ETA: 3:13 - loss: 201.5614 - logits_profile_predictions_loss: 200.0176 - logcount_predictions_loss: 0.5718 192/1423 [===>..........................] - ETA: 3:13 - loss: 201.5552 - logits_profile_predictions_loss: 200.0115 - logcount_predictions_loss: 0.5717 193/1423 [===>..........................] - ETA: 3:13 - loss: 201.5490 - logits_profile_predictions_loss: 200.0053 - logcount_predictions_loss: 0.5717 194/1423 [===>..........................] - ETA: 3:13 - loss: 201.5430 - logits_profile_predictions_loss: 199.9993 - logcount_predictions_loss: 0.5717 195/1423 [===>..........................] - ETA: 3:13 - loss: 201.5371 - logits_profile_predictions_loss: 199.9935 - logcount_predictions_loss: 0.5717 196/1423 [===>..........................] - ETA: 3:13 - loss: 201.5317 - logits_profile_predictions_loss: 199.9880 - logcount_predictions_loss: 0.5717 197/1423 [===>..........................] - ETA: 3:13 - loss: 201.5272 - logits_profile_predictions_loss: 199.9836 - logcount_predictions_loss: 0.5717 198/1423 [===>..........................] - ETA: 3:12 - loss: 201.5230 - logits_profile_predictions_loss: 199.9794 - logcount_predictions_loss: 0.5717 199/1423 [===>..........................] - ETA: 3:12 - loss: 201.5189 - logits_profile_predictions_loss: 199.9753 - logcount_predictions_loss: 0.5717 200/1423 [===>..........................] - ETA: 3:12 - loss: 201.5156 - logits_profile_predictions_loss: 199.9720 - logcount_predictions_loss: 0.5717 201/1423 [===>..........................] - ETA: 3:12 - loss: 201.5112 - logits_profile_predictions_loss: 199.9677 - logcount_predictions_loss: 0.5717 202/1423 [===>..........................] - ETA: 3:12 - loss: 201.5081 - logits_profile_predictions_loss: 199.9645 - logcount_predictions_loss: 0.5717 203/1423 [===>..........................] - ETA: 3:12 - loss: 201.5053 - logits_profile_predictions_loss: 199.9618 - logcount_predictions_loss: 0.5717 204/1423 [===>..........................] - ETA: 3:11 - loss: 201.5016 - logits_profile_predictions_loss: 199.9581 - logcount_predictions_loss: 0.5717 205/1423 [===>..........................] - ETA: 3:11 - loss: 201.4973 - logits_profile_predictions_loss: 199.9538 - logcount_predictions_loss: 0.5716 206/1423 [===>..........................] - ETA: 3:11 - loss: 201.4929 - logits_profile_predictions_loss: 199.9495 - logcount_predictions_loss: 0.5716 207/1423 [===>..........................] - ETA: 3:11 - loss: 201.4892 - logits_profile_predictions_loss: 199.9458 - logcount_predictions_loss: 0.5716 208/1423 [===>..........................] - ETA: 3:11 - loss: 201.4854 - logits_profile_predictions_loss: 199.9419 - logcount_predictions_loss: 0.5716 209/1423 [===>..........................] - ETA: 3:11 - loss: 201.4811 - logits_profile_predictions_loss: 199.9377 - logcount_predictions_loss: 0.5716 210/1423 [===>..........................] - ETA: 3:11 - loss: 201.4766 - logits_profile_predictions_loss: 199.9332 - logcount_predictions_loss: 0.5716 211/1423 [===>..........................] - ETA: 3:10 - loss: 201.4718 - logits_profile_predictions_loss: 199.9284 - logcount_predictions_loss: 0.5716 212/1423 [===>..........................] - ETA: 3:10 - loss: 201.4675 - logits_profile_predictions_loss: 199.9241 - logcount_predictions_loss: 0.5716 213/1423 [===>..........................] - ETA: 3:10 - loss: 201.4623 - logits_profile_predictions_loss: 199.9190 - logcount_predictions_loss: 0.5716 214/1423 [===>..........................] - ETA: 3:10 - loss: 201.4565 - logits_profile_predictions_loss: 199.9132 - logcount_predictions_loss: 0.5716 215/1423 [===>..........................] - ETA: 3:10 - loss: 201.4505 - logits_profile_predictions_loss: 199.9072 - logcount_predictions_loss: 0.5716 216/1423 [===>..........................] - ETA: 3:10 - loss: 201.4447 - logits_profile_predictions_loss: 199.9014 - logcount_predictions_loss: 0.5716 217/1423 [===>..........................] - ETA: 3:09 - loss: 201.4388 - logits_profile_predictions_loss: 199.8955 - logcount_predictions_loss: 0.5716 218/1423 [===>..........................] - ETA: 3:09 - loss: 201.4337 - logits_profile_predictions_loss: 199.8904 - logcount_predictions_loss: 0.5716 219/1423 [===>..........................] - ETA: 3:09 - loss: 201.4285 - logits_profile_predictions_loss: 199.8853 - logcount_predictions_loss: 0.5716 220/1423 [===>..........................] - ETA: 3:09 - loss: 201.4230 - logits_profile_predictions_loss: 199.8798 - logcount_predictions_loss: 0.5715 221/1423 [===>..........................] - ETA: 3:09 - loss: 201.4174 - logits_profile_predictions_loss: 199.8742 - logcount_predictions_loss: 0.5715 222/1423 [===>..........................] - ETA: 3:09 - loss: 201.4119 - logits_profile_predictions_loss: 199.8688 - logcount_predictions_loss: 0.5715 223/1423 [===>..........................] - ETA: 3:08 - loss: 201.4068 - logits_profile_predictions_loss: 199.8638 - logcount_predictions_loss: 0.5715 224/1423 [===>..........................] - ETA: 3:08 - loss: 201.4022 - logits_profile_predictions_loss: 199.8591 - logcount_predictions_loss: 0.5715 225/1423 [===>..........................] - ETA: 3:08 - loss: 201.3971 - logits_profile_predictions_loss: 199.8541 - logcount_predictions_loss: 0.5715 226/1423 [===>..........................] - ETA: 3:08 - loss: 201.3922 - logits_profile_predictions_loss: 199.8493 - logcount_predictions_loss: 0.5715 227/1423 [===>..........................] - ETA: 3:08 - loss: 201.3882 - logits_profile_predictions_loss: 199.8453 - logcount_predictions_loss: 0.5714 228/1423 [===>..........................] - ETA: 3:08 - loss: 201.3842 - logits_profile_predictions_loss: 199.8413 - logcount_predictions_loss: 0.5714 229/1423 [===>..........................] - ETA: 3:08 - loss: 201.3800 - logits_profile_predictions_loss: 199.8372 - logcount_predictions_loss: 0.5714 230/1423 [===>..........................] - ETA: 3:07 - loss: 201.3753 - logits_profile_predictions_loss: 199.8326 - logcount_predictions_loss: 0.5714 231/1423 [===>..........................] - ETA: 3:07 - loss: 201.3705 - logits_profile_predictions_loss: 199.8278 - logcount_predictions_loss: 0.5714 232/1423 [===>..........................] - ETA: 3:07 - loss: 201.3664 - logits_profile_predictions_loss: 199.8237 - logcount_predictions_loss: 0.5713 233/1423 [===>..........................] - ETA: 3:07 - loss: 201.3623 - logits_profile_predictions_loss: 199.8196 - logcount_predictions_loss: 0.5713 234/1423 [===>..........................] - ETA: 3:07 - loss: 201.3581 - logits_profile_predictions_loss: 199.8155 - logcount_predictions_loss: 0.5713 235/1423 [===>..........................] - ETA: 3:07 - loss: 201.3552 - logits_profile_predictions_loss: 199.8126 - logcount_predictions_loss: 0.5713 236/1423 [===>..........................] - ETA: 3:06 - loss: 201.3525 - logits_profile_predictions_loss: 199.8099 - logcount_predictions_loss: 0.5713 237/1423 [===>..........................] - ETA: 3:06 - loss: 201.3496 - logits_profile_predictions_loss: 199.8071 - logcount_predictions_loss: 0.5713 238/1423 [====>.........................] - ETA: 3:06 - loss: 201.3468 - logits_profile_predictions_loss: 199.8043 - logcount_predictions_loss: 0.5713 239/1423 [====>.........................] - ETA: 3:06 - loss: 201.3433 - logits_profile_predictions_loss: 199.8009 - logcount_predictions_loss: 0.5713 240/1423 [====>.........................] - ETA: 3:06 - loss: 201.3399 - logits_profile_predictions_loss: 199.7975 - logcount_predictions_loss: 0.5712 241/1423 [====>.........................] - ETA: 3:06 - loss: 201.3370 - logits_profile_predictions_loss: 199.7946 - logcount_predictions_loss: 0.5712 242/1423 [====>.........................] - ETA: 3:06 - loss: 201.3341 - logits_profile_predictions_loss: 199.7918 - logcount_predictions_loss: 0.5712 243/1423 [====>.........................] - ETA: 3:05 - loss: 201.3314 - logits_profile_predictions_loss: 199.7891 - logcount_predictions_loss: 0.5712 244/1423 [====>.........................] - ETA: 3:05 - loss: 201.3288 - 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[====>.........................] - ETA: 3:04 - loss: 201.3157 - logits_profile_predictions_loss: 199.7738 - logcount_predictions_loss: 0.5711 252/1423 [====>.........................] - ETA: 3:04 - loss: 201.3135 - logits_profile_predictions_loss: 199.7715 - logcount_predictions_loss: 0.5711 253/1423 [====>.........................] - ETA: 3:04 - loss: 201.3111 - logits_profile_predictions_loss: 199.7691 - logcount_predictions_loss: 0.5711 254/1423 [====>.........................] - ETA: 3:04 - loss: 201.3092 - logits_profile_predictions_loss: 199.7673 - logcount_predictions_loss: 0.5711 255/1423 [====>.........................] - ETA: 3:03 - loss: 201.3078 - logits_profile_predictions_loss: 199.7660 - logcount_predictions_loss: 0.5710 256/1423 [====>.........................] - ETA: 3:03 - loss: 201.3072 - logits_profile_predictions_loss: 199.7654 - logcount_predictions_loss: 0.5710 257/1423 [====>.........................] - ETA: 3:03 - loss: 201.3066 - 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[====>.........................] - ETA: 3:02 - loss: 201.3078 - logits_profile_predictions_loss: 199.7662 - logcount_predictions_loss: 0.5710 265/1423 [====>.........................] - ETA: 3:02 - loss: 201.3077 - logits_profile_predictions_loss: 199.7661 - logcount_predictions_loss: 0.5709 266/1423 [====>.........................] - ETA: 3:02 - loss: 201.3075 - logits_profile_predictions_loss: 199.7659 - logcount_predictions_loss: 0.5709 267/1423 [====>.........................] - ETA: 3:02 - loss: 201.3070 - logits_profile_predictions_loss: 199.7655 - logcount_predictions_loss: 0.5709 268/1423 [====>.........................] - ETA: 3:01 - loss: 201.3070 - logits_profile_predictions_loss: 199.7655 - logcount_predictions_loss: 0.5709 269/1423 [====>.........................] - ETA: 3:01 - loss: 201.3069 - logits_profile_predictions_loss: 199.7655 - logcount_predictions_loss: 0.5709 270/1423 [====>.........................] - ETA: 3:01 - loss: 201.3065 - 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[====>.........................] - ETA: 3:00 - loss: 201.3021 - logits_profile_predictions_loss: 199.7610 - logcount_predictions_loss: 0.5708 278/1423 [====>.........................] - ETA: 3:00 - loss: 201.3016 - logits_profile_predictions_loss: 199.7605 - logcount_predictions_loss: 0.5708 279/1423 [====>.........................] - ETA: 3:00 - loss: 201.3012 - logits_profile_predictions_loss: 199.7601 - logcount_predictions_loss: 0.5707 280/1423 [====>.........................] - ETA: 3:00 - loss: 201.3013 - logits_profile_predictions_loss: 199.7603 - logcount_predictions_loss: 0.5707 281/1423 [====>.........................] - ETA: 2:59 - loss: 201.3014 - logits_profile_predictions_loss: 199.7604 - logcount_predictions_loss: 0.5707 282/1423 [====>.........................] - ETA: 2:59 - loss: 201.3019 - logits_profile_predictions_loss: 199.7609 - logcount_predictions_loss: 0.5707 283/1423 [====>.........................] - ETA: 2:59 - loss: 201.3028 - logits_profile_predictions_loss: 199.7619 - logcount_predictions_loss: 0.5707 284/1423 [====>.........................] - ETA: 2:59 - loss: 201.3038 - logits_profile_predictions_loss: 199.7629 - logcount_predictions_loss: 0.5707 285/1423 [=====>........................] - ETA: 2:59 - loss: 201.3049 - logits_profile_predictions_loss: 199.7640 - logcount_predictions_loss: 0.5707 286/1423 [=====>........................] - ETA: 2:59 - loss: 201.3063 - logits_profile_predictions_loss: 199.7654 - logcount_predictions_loss: 0.5707 287/1423 [=====>........................] - ETA: 2:59 - loss: 201.3075 - logits_profile_predictions_loss: 199.7667 - logcount_predictions_loss: 0.5707 288/1423 [=====>........................] - ETA: 2:58 - loss: 201.3087 - logits_profile_predictions_loss: 199.7679 - logcount_predictions_loss: 0.5707 289/1423 [=====>........................] - ETA: 2:58 - loss: 201.3099 - logits_profile_predictions_loss: 199.7691 - logcount_predictions_loss: 0.5706 290/1423 [=====>........................] - ETA: 2:58 - loss: 201.3107 - logits_profile_predictions_loss: 199.7699 - logcount_predictions_loss: 0.5706 291/1423 [=====>........................] - ETA: 2:58 - loss: 201.3111 - logits_profile_predictions_loss: 199.7704 - logcount_predictions_loss: 0.5706 292/1423 [=====>........................] - ETA: 2:58 - loss: 201.3118 - logits_profile_predictions_loss: 199.7711 - logcount_predictions_loss: 0.5706 293/1423 [=====>........................] - ETA: 2:58 - loss: 201.3121 - logits_profile_predictions_loss: 199.7715 - logcount_predictions_loss: 0.5706 294/1423 [=====>........................] - ETA: 2:57 - loss: 201.3121 - logits_profile_predictions_loss: 199.7715 - logcount_predictions_loss: 0.5706 295/1423 [=====>........................] - ETA: 2:57 - loss: 201.3129 - logits_profile_predictions_loss: 199.7723 - logcount_predictions_loss: 0.5705 296/1423 [=====>........................] - ETA: 2:57 - loss: 201.3139 - logits_profile_predictions_loss: 199.7734 - logcount_predictions_loss: 0.5705 297/1423 [=====>........................] - ETA: 2:57 - loss: 201.3151 - logits_profile_predictions_loss: 199.7746 - logcount_predictions_loss: 0.5705 298/1423 [=====>........................] - ETA: 2:57 - loss: 201.3160 - logits_profile_predictions_loss: 199.7756 - logcount_predictions_loss: 0.5705 299/1423 [=====>........................] - ETA: 2:57 - loss: 201.3171 - logits_profile_predictions_loss: 199.7768 - logcount_predictions_loss: 0.5705 300/1423 [=====>........................] - ETA: 2:56 - loss: 201.3181 - logits_profile_predictions_loss: 199.7778 - logcount_predictions_loss: 0.5705 301/1423 [=====>........................] - ETA: 2:56 - loss: 201.3190 - logits_profile_predictions_loss: 199.7787 - logcount_predictions_loss: 0.5705 302/1423 [=====>........................] - ETA: 2:56 - loss: 201.3194 - logits_profile_predictions_loss: 199.7792 - logcount_predictions_loss: 0.5704 303/1423 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[..............................] - ETA: 3:37 - loss: 195.2514 - logits_profile_predictions_loss: 193.7676 - logcount_predictions_loss: 0.5496 45/1423 [..............................] - ETA: 3:37 - loss: 195.2299 - logits_profile_predictions_loss: 193.7452 - logcount_predictions_loss: 0.5499 46/1423 [..............................] - ETA: 3:36 - loss: 195.1929 - logits_profile_predictions_loss: 193.7074 - logcount_predictions_loss: 0.5502 47/1423 [..............................] - ETA: 3:36 - loss: 195.1598 - logits_profile_predictions_loss: 193.6737 - logcount_predictions_loss: 0.5504 48/1423 [>.............................] - ETA: 3:36 - loss: 195.1123 - logits_profile_predictions_loss: 193.6257 - logcount_predictions_loss: 0.5506 49/1423 [>.............................] - ETA: 3:36 - loss: 195.0534 - logits_profile_predictions_loss: 193.5665 - logcount_predictions_loss: 0.5507 50/1423 [>.............................] - ETA: 3:36 - loss: 195.0062 - logits_profile_predictions_loss: 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[==>...........................] - ETA: 3:18 - loss: 194.9184 - logits_profile_predictions_loss: 193.4184 - logcount_predictions_loss: 0.5556 163/1423 [==>...........................] - ETA: 3:18 - loss: 194.9199 - logits_profile_predictions_loss: 193.4198 - logcount_predictions_loss: 0.5556 164/1423 [==>...........................] - ETA: 3:18 - loss: 194.9192 - logits_profile_predictions_loss: 193.4190 - logcount_predictions_loss: 0.5556 165/1423 [==>...........................] - ETA: 3:18 - loss: 194.9178 - logits_profile_predictions_loss: 193.4176 - logcount_predictions_loss: 0.5556 166/1423 [==>...........................] - ETA: 3:18 - loss: 194.9158 - logits_profile_predictions_loss: 193.4155 - logcount_predictions_loss: 0.5557 167/1423 [==>...........................] - ETA: 3:17 - loss: 194.9122 - logits_profile_predictions_loss: 193.4119 - logcount_predictions_loss: 0.5557 168/1423 [==>...........................] - ETA: 3:17 - loss: 194.9085 - logits_profile_predictions_loss: 193.4081 - logcount_predictions_loss: 0.5557 169/1423 [==>...........................] - ETA: 3:17 - loss: 194.9050 - logits_profile_predictions_loss: 193.4045 - logcount_predictions_loss: 0.5557 170/1423 [==>...........................] - ETA: 3:17 - loss: 194.9012 - logits_profile_predictions_loss: 193.4006 - logcount_predictions_loss: 0.5558 171/1423 [==>...........................] - ETA: 3:17 - loss: 194.8970 - logits_profile_predictions_loss: 193.3964 - logcount_predictions_loss: 0.5558 172/1423 [==>...........................] - ETA: 3:17 - loss: 194.8922 - logits_profile_predictions_loss: 193.3915 - logcount_predictions_loss: 0.5558 173/1423 [==>...........................] - ETA: 3:17 - loss: 194.8875 - logits_profile_predictions_loss: 193.3866 - logcount_predictions_loss: 0.5559 174/1423 [==>...........................] - ETA: 3:16 - loss: 194.8828 - logits_profile_predictions_loss: 193.3818 - logcount_predictions_loss: 0.5559 175/1423 [==>...........................] - ETA: 3:16 - loss: 194.8775 - logits_profile_predictions_loss: 193.3765 - logcount_predictions_loss: 0.5559 176/1423 [==>...........................] - ETA: 3:16 - loss: 194.8732 - logits_profile_predictions_loss: 193.3721 - logcount_predictions_loss: 0.5560 177/1423 [==>...........................] - ETA: 3:16 - loss: 194.8676 - logits_profile_predictions_loss: 193.3665 - logcount_predictions_loss: 0.5560 178/1423 [==>...........................] - ETA: 3:16 - loss: 194.8638 - logits_profile_predictions_loss: 193.3626 - logcount_predictions_loss: 0.5560 179/1423 [==>...........................] - ETA: 3:16 - loss: 194.8603 - logits_profile_predictions_loss: 193.3590 - logcount_predictions_loss: 0.5560 180/1423 [==>...........................] - ETA: 3:15 - loss: 194.8569 - logits_profile_predictions_loss: 193.3556 - logcount_predictions_loss: 0.5561 181/1423 [==>...........................] - ETA: 3:15 - loss: 194.8549 - logits_profile_predictions_loss: 193.3535 - logcount_predictions_loss: 0.5561 182/1423 [==>...........................] - ETA: 3:15 - loss: 194.8537 - logits_profile_predictions_loss: 193.3523 - logcount_predictions_loss: 0.5561 183/1423 [==>...........................] - ETA: 3:15 - loss: 194.8523 - logits_profile_predictions_loss: 193.3508 - logcount_predictions_loss: 0.5561 184/1423 [==>...........................] - ETA: 3:15 - loss: 194.8510 - logits_profile_predictions_loss: 193.3495 - logcount_predictions_loss: 0.5561 185/1423 [==>...........................] - ETA: 3:15 - loss: 194.8502 - logits_profile_predictions_loss: 193.3487 - logcount_predictions_loss: 0.5561 186/1423 [==>...........................] - ETA: 3:15 - loss: 194.8496 - logits_profile_predictions_loss: 193.3481 - logcount_predictions_loss: 0.5561 187/1423 [==>...........................] - ETA: 3:14 - loss: 194.8488 - logits_profile_predictions_loss: 193.3472 - logcount_predictions_loss: 0.5561 188/1423 [==>...........................] - ETA: 3:14 - loss: 194.8488 - logits_profile_predictions_loss: 193.3473 - logcount_predictions_loss: 0.5561 189/1423 [==>...........................] - ETA: 3:14 - loss: 194.8498 - logits_profile_predictions_loss: 193.3484 - logcount_predictions_loss: 0.5561 190/1423 [===>..........................] - ETA: 3:14 - loss: 194.8503 - logits_profile_predictions_loss: 193.3488 - logcount_predictions_loss: 0.5561 191/1423 [===>..........................] - ETA: 3:14 - loss: 194.8511 - logits_profile_predictions_loss: 193.3497 - logcount_predictions_loss: 0.5561 192/1423 [===>..........................] - ETA: 3:14 - loss: 194.8517 - logits_profile_predictions_loss: 193.3503 - logcount_predictions_loss: 0.5561 193/1423 [===>..........................] - ETA: 3:13 - loss: 194.8527 - logits_profile_predictions_loss: 193.3513 - logcount_predictions_loss: 0.5561 194/1423 [===>..........................] - ETA: 3:13 - loss: 194.8538 - logits_profile_predictions_loss: 193.3525 - logcount_predictions_loss: 0.5560 195/1423 [===>..........................] - ETA: 3:13 - loss: 194.8551 - logits_profile_predictions_loss: 193.3538 - logcount_predictions_loss: 0.5560 196/1423 [===>..........................] - ETA: 3:13 - loss: 194.8571 - logits_profile_predictions_loss: 193.3558 - logcount_predictions_loss: 0.5560 197/1423 [===>..........................] - ETA: 3:13 - loss: 194.8592 - logits_profile_predictions_loss: 193.3580 - logcount_predictions_loss: 0.5560 198/1423 [===>..........................] - ETA: 3:13 - loss: 194.8616 - logits_profile_predictions_loss: 193.3604 - logcount_predictions_loss: 0.5560 199/1423 [===>..........................] - ETA: 3:13 - loss: 194.8634 - logits_profile_predictions_loss: 193.3622 - logcount_predictions_loss: 0.5560 200/1423 [===>..........................] - ETA: 3:12 - loss: 194.8640 - logits_profile_predictions_loss: 193.3629 - logcount_predictions_loss: 0.5560 201/1423 [===>..........................] - ETA: 3:12 - loss: 194.8648 - logits_profile_predictions_loss: 193.3637 - logcount_predictions_loss: 0.5559 202/1423 [===>..........................] - ETA: 3:12 - loss: 194.8661 - logits_profile_predictions_loss: 193.3650 - logcount_predictions_loss: 0.5559 203/1423 [===>..........................] - ETA: 3:12 - loss: 194.8672 - logits_profile_predictions_loss: 193.3662 - logcount_predictions_loss: 0.5559 204/1423 [===>..........................] - ETA: 3:12 - loss: 194.8687 - logits_profile_predictions_loss: 193.3677 - logcount_predictions_loss: 0.5559 205/1423 [===>..........................] - ETA: 3:12 - loss: 194.8693 - logits_profile_predictions_loss: 193.3684 - logcount_predictions_loss: 0.5559 206/1423 [===>..........................] - ETA: 3:11 - loss: 194.8690 - logits_profile_predictions_loss: 193.3681 - logcount_predictions_loss: 0.5559 207/1423 [===>..........................] - ETA: 3:11 - loss: 194.8688 - logits_profile_predictions_loss: 193.3680 - logcount_predictions_loss: 0.5559 208/1423 [===>..........................] - ETA: 3:11 - loss: 194.8680 - logits_profile_predictions_loss: 193.3672 - logcount_predictions_loss: 0.5559 209/1423 [===>..........................] - ETA: 3:11 - loss: 194.8672 - logits_profile_predictions_loss: 193.3665 - logcount_predictions_loss: 0.5558 210/1423 [===>..........................] - ETA: 3:11 - loss: 194.8667 - logits_profile_predictions_loss: 193.3660 - logcount_predictions_loss: 0.5558 211/1423 [===>..........................] - ETA: 3:11 - loss: 194.8663 - logits_profile_predictions_loss: 193.3656 - logcount_predictions_loss: 0.5558 212/1423 [===>..........................] - ETA: 3:10 - loss: 194.8653 - logits_profile_predictions_loss: 193.3647 - logcount_predictions_loss: 0.5558 213/1423 [===>..........................] - ETA: 3:10 - loss: 194.8654 - logits_profile_predictions_loss: 193.3649 - logcount_predictions_loss: 0.5558 214/1423 [===>..........................] - ETA: 3:10 - loss: 194.8664 - logits_profile_predictions_loss: 193.3660 - logcount_predictions_loss: 0.5557 215/1423 [===>..........................] - ETA: 3:10 - loss: 194.8677 - logits_profile_predictions_loss: 193.3673 - logcount_predictions_loss: 0.5557 216/1423 [===>..........................] - ETA: 3:10 - loss: 194.8690 - logits_profile_predictions_loss: 193.3686 - logcount_predictions_loss: 0.5557 217/1423 [===>..........................] - ETA: 3:10 - loss: 194.8713 - logits_profile_predictions_loss: 193.3710 - logcount_predictions_loss: 0.5557 218/1423 [===>..........................] - ETA: 3:10 - loss: 194.8748 - logits_profile_predictions_loss: 193.3745 - logcount_predictions_loss: 0.5556 219/1423 [===>..........................] - ETA: 3:09 - loss: 194.8779 - logits_profile_predictions_loss: 193.3777 - logcount_predictions_loss: 0.5556 220/1423 [===>..........................] - ETA: 3:09 - loss: 194.8821 - logits_profile_predictions_loss: 193.3820 - logcount_predictions_loss: 0.5556 221/1423 [===>..........................] - ETA: 3:09 - loss: 194.8872 - logits_profile_predictions_loss: 193.3871 - logcount_predictions_loss: 0.5556 222/1423 [===>..........................] - ETA: 3:09 - loss: 194.8914 - logits_profile_predictions_loss: 193.3913 - logcount_predictions_loss: 0.5556 223/1423 [===>..........................] - ETA: 3:09 - loss: 194.8947 - logits_profile_predictions_loss: 193.3947 - logcount_predictions_loss: 0.5556 224/1423 [===>..........................] - ETA: 3:09 - loss: 194.8975 - logits_profile_predictions_loss: 193.3975 - logcount_predictions_loss: 0.5555 225/1423 [===>..........................] - ETA: 3:08 - loss: 194.8997 - logits_profile_predictions_loss: 193.3998 - logcount_predictions_loss: 0.5555 226/1423 [===>..........................] - ETA: 3:08 - loss: 194.9018 - logits_profile_predictions_loss: 193.4019 - logcount_predictions_loss: 0.5555 227/1423 [===>..........................] - ETA: 3:08 - loss: 194.9041 - logits_profile_predictions_loss: 193.4043 - logcount_predictions_loss: 0.5555 228/1423 [===>..........................] - ETA: 3:08 - loss: 194.9060 - logits_profile_predictions_loss: 193.4062 - logcount_predictions_loss: 0.5555 229/1423 [===>..........................] - ETA: 3:08 - loss: 194.9064 - logits_profile_predictions_loss: 193.4067 - logcount_predictions_loss: 0.5555 230/1423 [===>..........................] - ETA: 3:08 - loss: 194.9062 - logits_profile_predictions_loss: 193.4065 - logcount_predictions_loss: 0.5554 231/1423 [===>..........................] - ETA: 3:08 - loss: 194.9069 - logits_profile_predictions_loss: 193.4072 - logcount_predictions_loss: 0.5554 232/1423 [===>..........................] - ETA: 3:07 - loss: 194.9079 - logits_profile_predictions_loss: 193.4083 - logcount_predictions_loss: 0.5554 233/1423 [===>..........................] - ETA: 3:07 - loss: 194.9094 - logits_profile_predictions_loss: 193.4098 - logcount_predictions_loss: 0.5554 234/1423 [===>..........................] - ETA: 3:07 - loss: 194.9106 - logits_profile_predictions_loss: 193.4111 - logcount_predictions_loss: 0.5554 235/1423 [===>..........................] - ETA: 3:07 - loss: 194.9122 - logits_profile_predictions_loss: 193.4127 - logcount_predictions_loss: 0.5554 236/1423 [===>..........................] - ETA: 3:07 - loss: 194.9140 - logits_profile_predictions_loss: 193.4145 - logcount_predictions_loss: 0.5553 237/1423 [===>..........................] - ETA: 3:07 - loss: 194.9152 - logits_profile_predictions_loss: 193.4157 - logcount_predictions_loss: 0.5553 238/1423 [====>.........................] - ETA: 3:06 - loss: 194.9156 - logits_profile_predictions_loss: 193.4162 - logcount_predictions_loss: 0.5553 239/1423 [====>.........................] - ETA: 3:06 - loss: 194.9164 - logits_profile_predictions_loss: 193.4171 - logcount_predictions_loss: 0.5553 240/1423 [====>.........................] - ETA: 3:06 - loss: 194.9164 - logits_profile_predictions_loss: 193.4172 - logcount_predictions_loss: 0.5553 241/1423 [====>.........................] - ETA: 3:06 - loss: 194.9159 - logits_profile_predictions_loss: 193.4166 - logcount_predictions_loss: 0.5553 242/1423 [====>.........................] - ETA: 3:06 - loss: 194.9159 - logits_profile_predictions_loss: 193.4167 - logcount_predictions_loss: 0.5552 243/1423 [====>.........................] - ETA: 3:06 - loss: 194.9157 - logits_profile_predictions_loss: 193.4166 - logcount_predictions_loss: 0.5552 244/1423 [====>.........................] - ETA: 3:05 - loss: 194.9153 - logits_profile_predictions_loss: 193.4163 - logcount_predictions_loss: 0.5552 245/1423 [====>.........................] - ETA: 3:05 - loss: 194.9144 - logits_profile_predictions_loss: 193.4154 - logcount_predictions_loss: 0.5552 246/1423 [====>.........................] - ETA: 3:05 - loss: 194.9140 - logits_profile_predictions_loss: 193.4151 - logcount_predictions_loss: 0.5551 247/1423 [====>.........................] - ETA: 3:05 - loss: 194.9135 - logits_profile_predictions_loss: 193.4147 - logcount_predictions_loss: 0.5551 248/1423 [====>.........................] - ETA: 3:05 - loss: 194.9126 - logits_profile_predictions_loss: 193.4138 - logcount_predictions_loss: 0.5551 249/1423 [====>.........................] - ETA: 3:05 - loss: 194.9112 - logits_profile_predictions_loss: 193.4124 - logcount_predictions_loss: 0.5551 250/1423 [====>.........................] - ETA: 3:05 - loss: 194.9097 - logits_profile_predictions_loss: 193.4110 - logcount_predictions_loss: 0.5551 251/1423 [====>.........................] - ETA: 3:04 - loss: 194.9085 - logits_profile_predictions_loss: 193.4099 - logcount_predictions_loss: 0.5550 252/1423 [====>.........................] - ETA: 3:04 - loss: 194.9079 - logits_profile_predictions_loss: 193.4093 - logcount_predictions_loss: 0.5550 253/1423 [====>.........................] - ETA: 3:04 - loss: 194.9066 - logits_profile_predictions_loss: 193.4081 - logcount_predictions_loss: 0.5550 254/1423 [====>.........................] - ETA: 3:04 - loss: 194.9053 - logits_profile_predictions_loss: 193.4068 - logcount_predictions_loss: 0.5550 255/1423 [====>.........................] - ETA: 3:04 - loss: 194.9037 - logits_profile_predictions_loss: 193.4053 - logcount_predictions_loss: 0.5550 256/1423 [====>.........................] - ETA: 3:04 - loss: 194.9019 - logits_profile_predictions_loss: 193.4035 - logcount_predictions_loss: 0.5550 257/1423 [====>.........................] - ETA: 3:03 - loss: 194.8997 - logits_profile_predictions_loss: 193.4014 - logcount_predictions_loss: 0.5549 258/1423 [====>.........................] - ETA: 3:03 - loss: 194.8971 - logits_profile_predictions_loss: 193.3988 - logcount_predictions_loss: 0.5549 259/1423 [====>.........................] - ETA: 3:03 - loss: 194.8948 - logits_profile_predictions_loss: 193.3965 - logcount_predictions_loss: 0.5549 260/1423 [====>.........................] - ETA: 3:03 - loss: 194.8928 - logits_profile_predictions_loss: 193.3946 - logcount_predictions_loss: 0.5549 261/1423 [====>.........................] - ETA: 3:03 - loss: 194.8908 - logits_profile_predictions_loss: 193.3927 - logcount_predictions_loss: 0.5549 262/1423 [====>.........................] - ETA: 3:03 - loss: 194.8887 - logits_profile_predictions_loss: 193.3907 - logcount_predictions_loss: 0.5548 263/1423 [====>.........................] - ETA: 3:02 - loss: 194.8867 - logits_profile_predictions_loss: 193.3887 - logcount_predictions_loss: 0.5548 264/1423 [====>.........................] - ETA: 3:02 - loss: 194.8845 - logits_profile_predictions_loss: 193.3866 - logcount_predictions_loss: 0.5548 265/1423 [====>.........................] - ETA: 3:02 - loss: 194.8828 - logits_profile_predictions_loss: 193.3849 - logcount_predictions_loss: 0.5548 266/1423 [====>.........................] - ETA: 3:02 - loss: 194.8810 - logits_profile_predictions_loss: 193.3832 - logcount_predictions_loss: 0.5547 267/1423 [====>.........................] - ETA: 3:02 - loss: 194.8792 - logits_profile_predictions_loss: 193.3815 - logcount_predictions_loss: 0.5547 268/1423 [====>.........................] - ETA: 3:02 - loss: 194.8777 - logits_profile_predictions_loss: 193.3800 - logcount_predictions_loss: 0.5547 269/1423 [====>.........................] - ETA: 3:02 - loss: 194.8766 - logits_profile_predictions_loss: 193.3790 - logcount_predictions_loss: 0.5547 270/1423 [====>.........................] - ETA: 3:01 - loss: 194.8752 - logits_profile_predictions_loss: 193.3776 - logcount_predictions_loss: 0.5546 271/1423 [====>.........................] - ETA: 3:01 - loss: 194.8748 - logits_profile_predictions_loss: 193.3773 - logcount_predictions_loss: 0.5546 272/1423 [====>.........................] - ETA: 3:01 - loss: 194.8745 - logits_profile_predictions_loss: 193.3770 - logcount_predictions_loss: 0.5546 273/1423 [====>.........................] - ETA: 3:01 - loss: 194.8747 - logits_profile_predictions_loss: 193.3773 - logcount_predictions_loss: 0.5546 274/1423 [====>.........................] - ETA: 3:01 - loss: 194.8752 - logits_profile_predictions_loss: 193.3778 - logcount_predictions_loss: 0.5546 275/1423 [====>.........................] - ETA: 3:01 - loss: 194.8753 - logits_profile_predictions_loss: 193.3780 - logcount_predictions_loss: 0.5545 276/1423 [====>.........................] - ETA: 3:00 - loss: 194.8755 - logits_profile_predictions_loss: 193.3782 - logcount_predictions_loss: 0.5545 277/1423 [====>.........................] - ETA: 3:00 - loss: 194.8758 - logits_profile_predictions_loss: 193.3786 - logcount_predictions_loss: 0.5545 278/1423 [====>.........................] - ETA: 3:00 - loss: 194.8764 - logits_profile_predictions_loss: 193.3793 - logcount_predictions_loss: 0.5545 279/1423 [====>.........................] - ETA: 3:00 - loss: 194.8771 - logits_profile_predictions_loss: 193.3801 - logcount_predictions_loss: 0.5544 280/1423 [====>.........................] - ETA: 3:00 - loss: 194.8782 - logits_profile_predictions_loss: 193.3812 - logcount_predictions_loss: 0.5544 281/1423 [====>.........................] - ETA: 3:00 - loss: 194.8794 - logits_profile_predictions_loss: 193.3825 - logcount_predictions_loss: 0.5544 282/1423 [====>.........................] - ETA: 3:00 - loss: 194.8807 - logits_profile_predictions_loss: 193.3838 - logcount_predictions_loss: 0.5544 283/1423 [====>.........................] - ETA: 2:59 - loss: 194.8820 - logits_profile_predictions_loss: 193.3852 - logcount_predictions_loss: 0.5544 284/1423 [====>.........................] - ETA: 2:59 - loss: 194.8834 - logits_profile_predictions_loss: 193.3867 - logcount_predictions_loss: 0.5543 285/1423 [=====>........................] - ETA: 2:59 - loss: 194.8849 - 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203.5849 - val_logits_profile_predictions_loss: 201.7425 - val_logcount_predictions_loss: 0.6823 + +Epoch 00010: val_loss did not improve from 201.78629 +Restoring model weights from the end of the best epoch. +Epoch 00010: early stopping +save model +save model without bias +2022-03-01_19-39-28: 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=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR060TTR//preprocessing/bigWigs/ENCSR060TTR.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR060TTR//chrombppnet_model_encsr283tme_bias//filtered.peaks.bed \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR060TTR//chrombppnet_model_encsr283tme_bias//filtered.nonpeaks.bed \ + --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_0.json \ + --inputlen=2114 \ + --outputlen=1000 \ + --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR060TTR//chrombppnet_model_encsr283tme_bias//chrombpnet \ + --batch_size=256 \ + --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR060TTR//chrombppnet_model_encsr283tme_bias//chrombpnet.h5 +got the model +loading peaks... +got split:test for bed regions:(25084, 10) +loading nonpeaks... +got split:test for bed regions:(25083, 10) +0/196 +100/196 +2022-03-01_19-42-35: 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=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR060TTR//preprocessing/bigWigs/ENCSR060TTR.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR060TTR//chrombppnet_model_encsr283tme_bias//filtered.peaks.bed \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR060TTR//chrombppnet_model_encsr283tme_bias//filtered.nonpeaks.bed \ + --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_0.json \ + --inputlen=2114 \ + --outputlen=1000 \ + --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR060TTR//chrombppnet_model_encsr283tme_bias//chrombpnet_wo_bias \ + --batch_size=256 \ + --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR060TTR//chrombppnet_model_encsr283tme_bias//chrombpnet_wo_bias.h5 +got the model +loading peaks... +got split:test for bed regions:(25084, 10) +loading nonpeaks... +got split:test for bed regions:(25083, 10) +0/196 +100/196 +2022-03-01_19-44-52: 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=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR060TTR//preprocessing/bigWigs/ENCSR060TTR.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR060TTR//chrombppnet_model_encsr283tme_bias//filtered.peaks.bed \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR060TTR//chrombppnet_model_encsr283tme_bias//filtered.nonpeaks.bed \ + --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_0.json \ + --inputlen=2114 \ + --outputlen=1000 \ + --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR060TTR//chrombppnet_model_encsr283tme_bias//bias \ + --batch_size=256 \ + --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR060TTR//chrombppnet_model_encsr283tme_bias//bias_model_scaled.h5 +got the model +loading peaks... +got split:test for bed regions:(25084, 10) +loading nonpeaks... +got split:test for bed regions:(25083, 10) +0/196 +100/196 +2022-03-01_19-46-33: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR060TTR//chrombppnet_model_encsr283tme_bias//footprints +2022-03-01_19-46-33: 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/DNASE/ENCSR060TTR//chrombppnet_model_encsr283tme_bias//filtered.nonpeaks.bed \ + -chr chr1 \ + -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR060TTR//chrombppnet_model_encsr283tme_bias//chrombpnet_wo_bias.h5 \ + -bs 512 \ + -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR060TTR//chrombppnet_model_encsr283tme_bias//footprints/corrected \ + -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ + -mo dnase_1,dnase_2 + 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: dnase_1 +TTTACAAGTCCA + 1/25 [>.............................] - ETA: 2:40 3/25 [==>...........................] - ETA: 7s  4/25 [===>..........................] - ETA: 9s 5/25 [=====>........................] - ETA: 10s 6/25 [======>.......................] - ETA: 10s 7/25 [=======>......................] - ETA: 10s 8/25 [========>.....................] - ETA: 10s 9/25 [=========>....................] - ETA: 9s  10/25 [===========>..................] - ETA: 9s 11/25 [============>.................] - ETA: 8s 12/25 [=============>................] - ETA: 8s 13/25 [==============>...............] - ETA: 7s 14/25 [===============>..............] - ETA: 6s 15/25 [=================>............] - ETA: 6s 16/25 [==================>...........] - ETA: 5s 17/25 [===================>..........] - ETA: 5s 18/25 [====================>.........] - ETA: 4s 19/25 [=====================>........] - ETA: 3s 20/25 [=======================>......] - ETA: 3s 21/25 [========================>.....] - ETA: 2s 22/25 [=========================>....] - ETA: 1s 23/25 [==========================>...] - ETA: 1s 24/25 [===========================>..] - ETA: 0s 25/25 [==============================] - ETA: 0s 25/25 [==============================] - 26s 824ms/step + 1/25 [>.............................] - ETA: 0s 2/25 [=>............................] - ETA: 15s 3/25 [==>...........................] - ETA: 15s 4/25 [===>..........................] - ETA: 14s 5/25 [=====>........................] - ETA: 13s 6/25 [======>.......................] - ETA: 13s 7/25 [=======>......................] - ETA: 12s 8/25 [========>.....................] - ETA: 11s 9/25 [=========>....................] - ETA: 11s 10/25 [===========>..................] - ETA: 10s 11/25 [============>.................] - ETA: 9s  12/25 [=============>................] - ETA: 8s 13/25 [==============>...............] - ETA: 8s 14/25 [===============>..............] - ETA: 7s 15/25 [=================>............] - ETA: 6s 16/25 [==================>...........] - ETA: 6s 17/25 [===================>..........] - ETA: 5s 18/25 [====================>.........] - ETA: 4s 19/25 [=====================>........] - ETA: 4s 20/25 [=======================>......] - ETA: 3s 21/25 [========================>.....] - ETA: 2s 22/25 [=========================>....] - ETA: 2s 23/25 [==========================>...] - ETA: 1s 24/25 [===========================>..] - ETA: 0s 25/25 [==============================] - ETA: 0s 25/25 [==============================] - 17s 707ms/step +inserting motif: dnase_2 +TGTACTTACGAA + 1/25 [>.............................] - ETA: 0s 2/25 [=>............................] - ETA: 15s 3/25 [==>...........................] - ETA: 15s 4/25 [===>..........................] - ETA: 14s 5/25 [=====>........................] - ETA: 13s 6/25 [======>.......................] - ETA: 13s 7/25 [=======>......................] - ETA: 12s 8/25 [========>.....................] - ETA: 11s 9/25 [=========>....................] - ETA: 11s 10/25 [===========>..................] - ETA: 10s 11/25 [============>.................] - ETA: 9s  12/25 [=============>................] - ETA: 8s 13/25 [==============>...............] - ETA: 8s 14/25 [===============>..............] - ETA: 7s 15/25 [=================>............] - ETA: 6s 16/25 [==================>...........] - ETA: 6s 17/25 [===================>..........] - ETA: 5s 18/25 [====================>.........] - ETA: 4s 19/25 [=====================>........] - ETA: 4s 20/25 [=======================>......] - ETA: 3s 21/25 [========================>.....] - ETA: 2s 22/25 [=========================>....] - ETA: 2s 23/25 [==========================>...] - ETA: 1s 24/25 [===========================>..] - ETA: 0s 25/25 [==============================] - ETA: 0s 25/25 [==============================] - 17s 710ms/step + 1/25 [>.............................] - ETA: 0s 2/25 [=>............................] - ETA: 15s 3/25 [==>...........................] - ETA: 15s 4/25 [===>..........................] - ETA: 14s 5/25 [=====>........................] - ETA: 13s 6/25 [======>.......................] - ETA: 13s 7/25 [=======>......................] - ETA: 12s 8/25 [========>.....................] - ETA: 11s 9/25 [=========>....................] - ETA: 11s 10/25 [===========>..................] - ETA: 10s 11/25 [============>.................] - ETA: 9s  12/25 [=============>................] - ETA: 9s 13/25 [==============>...............] - ETA: 8s 14/25 [===============>..............] - ETA: 7s 15/25 [=================>............] - ETA: 6s 16/25 [==================>...........] - ETA: 6s 17/25 [===================>..........] - ETA: 5s 18/25 [====================>.........] - ETA: 4s 19/25 [=====================>........] - ETA: 4s 20/25 [=======================>......] - ETA: 3s 21/25 [========================>.....] - ETA: 2s 22/25 [=========================>....] - ETA: 2s 23/25 [==========================>...] - ETA: 1s 24/25 [===========================>..] - ETA: 0s 25/25 [==============================] - ETA: 0s 25/25 [==============================] - 17s 711ms/step +Saving marginal footprints +2022-03-01_19-48-04: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR060TTR//chrombppnet_model_encsr283tme_bias//footprints +2022-03-01_19-48-04: 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/DNASE/ENCSR060TTR//chrombppnet_model_encsr283tme_bias//filtered.nonpeaks.bed \ + -chr chr1 \ + -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR060TTR//chrombppnet_model_encsr283tme_bias//bias_model_scaled.h5 \ + -bs 512 \ + -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR060TTR//chrombppnet_model_encsr283tme_bias//footprints/bias \ + -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ + -mo dnase_1,dnase_2 + 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: "functional_1" +__________________________________________________________________________________________________ +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: dnase_1 +TTTACAAGTCCA + 1/25 [>.............................] - ETA: 1:10 3/25 [==>...........................] - ETA: 0s  4/25 [===>..........................] - ETA: 0s 5/25 [=====>........................] - ETA: 0s 6/25 [======>.......................] - ETA: 0s 7/25 [=======>......................] - ETA: 0s 8/25 [========>.....................] - ETA: 0s 9/25 [=========>....................] - ETA: 0s 10/25 [===========>..................] - ETA: 0s 11/25 [============>.................] - ETA: 0s 12/25 [=============>................] - ETA: 0s 13/25 [==============>...............] - ETA: 0s 14/25 [===============>..............] - ETA: 0s 15/25 [=================>............] - ETA: 0s 16/25 [==================>...........] - ETA: 0s 17/25 [===================>..........] - ETA: 0s 18/25 [====================>.........] - ETA: 0s 19/25 [=====================>........] - ETA: 0s 20/25 [=======================>......] - ETA: 0s 21/25 [========================>.....] - ETA: 0s 22/25 [=========================>....] - ETA: 0s 23/25 [==========================>...] - ETA: 0s 24/25 [===========================>..] - ETA: 0s 25/25 [==============================] - ETA: 0s 25/25 [==============================] - 5s 77ms/step + 1/25 [>.............................] - ETA: 0s 2/25 [=>............................] - ETA: 1s 3/25 [==>...........................] - ETA: 1s 4/25 [===>..........................] - ETA: 1s 5/25 [=====>........................] - ETA: 1s 6/25 [======>.......................] - ETA: 1s 7/25 [=======>......................] - ETA: 1s 8/25 [========>.....................] - ETA: 0s 9/25 [=========>....................] - ETA: 0s 10/25 [===========>..................] - ETA: 0s 11/25 [============>.................] - ETA: 0s 12/25 [=============>................] - ETA: 0s 13/25 [==============>...............] - ETA: 0s 14/25 [===============>..............] - ETA: 0s 15/25 [=================>............] - ETA: 0s 16/25 [==================>...........] - ETA: 0s 17/25 [===================>..........] - ETA: 0s 18/25 [====================>.........] - ETA: 0s 19/25 [=====================>........] - ETA: 0s 20/25 [=======================>......] - ETA: 0s 21/25 [========================>.....] - ETA: 0s 22/25 [=========================>....] - ETA: 0s 23/25 [==========================>...] - ETA: 0s 24/25 [===========================>..] - ETA: 0s 25/25 [==============================] - ETA: 0s 25/25 [==============================] - 1s 59ms/step +inserting motif: dnase_2 +TGTACTTACGAA + 1/25 [>.............................] - ETA: 0s 2/25 [=>............................] - ETA: 1s 3/25 [==>...........................] - ETA: 1s 4/25 [===>..........................] - ETA: 1s 5/25 [=====>........................] - ETA: 1s 6/25 [======>.......................] - ETA: 1s 7/25 [=======>......................] - ETA: 1s 8/25 [========>.....................] - ETA: 0s 9/25 [=========>....................] - ETA: 0s 10/25 [===========>..................] - ETA: 0s 11/25 [============>.................] - ETA: 0s 12/25 [=============>................] - ETA: 0s 13/25 [==============>...............] - ETA: 0s 14/25 [===============>..............] - ETA: 0s 15/25 [=================>............] - ETA: 0s 16/25 [==================>...........] - ETA: 0s 17/25 [===================>..........] - ETA: 0s 18/25 [====================>.........] - ETA: 0s 19/25 [=====================>........] - ETA: 0s 20/25 [=======================>......] - ETA: 0s 21/25 [========================>.....] - ETA: 0s 22/25 [=========================>....] - ETA: 0s 23/25 [==========================>...] - ETA: 0s 24/25 [===========================>..] - ETA: 0s 25/25 [==============================] - ETA: 0s 25/25 [==============================] - 1s 59ms/step + 1/25 [>.............................] - ETA: 0s 2/25 [=>............................] - ETA: 1s 3/25 [==>...........................] - ETA: 1s 4/25 [===>..........................] - ETA: 1s 5/25 [=====>........................] - ETA: 1s 6/25 [======>.......................] - ETA: 1s 7/25 [=======>......................] - ETA: 1s 8/25 [========>.....................] - ETA: 0s 9/25 [=========>....................] - ETA: 0s 10/25 [===========>..................] - ETA: 0s 11/25 [============>.................] - ETA: 0s 12/25 [=============>................] - ETA: 0s 13/25 [==============>...............] - ETA: 0s 14/25 [===============>..............] - ETA: 0s 15/25 [=================>............] - ETA: 0s 16/25 [==================>...........] - ETA: 0s 17/25 [===================>..........] - ETA: 0s 18/25 [====================>.........] - ETA: 0s 19/25 [=====================>........] - ETA: 0s 20/25 [=======================>......] - ETA: 0s 21/25 [========================>.....] - ETA: 0s 22/25 [=========================>....] - ETA: 0s 23/25 [==========================>...] - ETA: 0s 24/25 [===========================>..] - ETA: 0s 25/25 [==============================] - ETA: 0s 25/25 [==============================] - 1s 59ms/step +Saving marginal footprints