DNase-seq DNASE_SE /scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json Sat Oct 15 15:40:17 2022 +-----------------------------------------------------------------------------+ | NVIDIA-SMI 515.65.01 Driver Version: 515.65.01 CUDA Version: 11.7 | |-------------------------------+----------------------+----------------------+ | GPU Name Persistence-M| Bus-Id Disp.A | Volatile Uncorr. ECC | | Fan Temp Perf Pwr:Usage/Cap| Memory-Usage | GPU-Util Compute M. | | | | MIG M. | |===============================+======================+======================| | 0 Tesla V100S-PCI... On | 00000000:89:00.0 Off | 0 | | N/A 27C P0 24W / 250W | 0MiB / 32768MiB | 0% E. Process | | | | N/A | +-------------------------------+----------------------+----------------------+ +-----------------------------------------------------------------------------+ | Processes: | | GPU GI CI PID Type Process name GPU Memory | | ID ID Usage | |=============================================================================| | No running processes found | +-----------------------------------------------------------------------------+ No logfile supplied - creating one 2022-10-15_15-40-25: 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=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR818JGZ//preprocessing/bigWigs/ENCSR818JGZ.bigWig \ --peaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR818JGZ//preprocessing/downloads/peaks.bed.gz \ --nonpeaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR818JGZ//negatives_data/negatives_with_summit.bed \ --outlier_threshold=0.99 \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json \ --negative_sampling_ratio=0.1 \ --inputlen=2114 \ --outputlen=1000 \ --max_jitter=500 \ --filters=512 \ --n_dilation_layers=8 \ --bias_model_path=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/ENCSR880CUB/fold_3/bias.h5 \ --output_dir=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR818JGZ//chrombppnet_model_encsr880cub_bias_fold_3/ evaluating hyperparameters on the following chromosomes ['chr1', 'chr2', 'chr3', 'chr4', 'chr7', 'chr8', 'chr9', 'chr11', 'chr12', 'chr13', 'chr15', 'chr16', 'chr17', 'chr19', 'chrX', 'chrY', 'chr6', 'chr21'] Number of peaks input: 157223 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 157223 Number of peaks input: 42777 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 42777 Number of non peaks input: 160606 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 160606 Number of non peaks input: 39393 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 39393 Number of peaks after removing outliers: 155491 Number of nonpeaks after removing outliers: 143312 got the model Model: "model" __________________________________________________________________________________________________ Layer (type) Output Shape Param # Connected to ================================================================================================== sequence (InputLayer) [(None, 2114, 4)] 0 __________________________________________________________________________________________________ bpnet_1st_conv (Conv1D) (None, 2094, 128) 10880 sequence[0][0] __________________________________________________________________________________________________ bpnet_1conv (Conv1D) (None, 2090, 128) 49280 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ bpnet_1crop (Cropping1D) (None, 2090, 128) 0 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ add (Add) (None, 2090, 128) 0 bpnet_1conv[0][0] bpnet_1crop[0][0] __________________________________________________________________________________________________ bpnet_2conv (Conv1D) (None, 2082, 128) 49280 add[0][0] __________________________________________________________________________________________________ bpnet_2crop (Cropping1D) (None, 2082, 128) 0 add[0][0] __________________________________________________________________________________________________ add_1 (Add) (None, 2082, 128) 0 bpnet_2conv[0][0] bpnet_2crop[0][0] __________________________________________________________________________________________________ bpnet_3conv (Conv1D) (None, 2066, 128) 49280 add_1[0][0] __________________________________________________________________________________________________ bpnet_3crop (Cropping1D) (None, 2066, 128) 0 add_1[0][0] __________________________________________________________________________________________________ add_2 (Add) (None, 2066, 128) 0 bpnet_3conv[0][0] bpnet_3crop[0][0] __________________________________________________________________________________________________ bpnet_4conv (Conv1D) (None, 2034, 128) 49280 add_2[0][0] __________________________________________________________________________________________________ bpnet_4crop (Cropping1D) (None, 2034, 128) 0 add_2[0][0] __________________________________________________________________________________________________ add_3 (Add) (None, 2034, 128) 0 bpnet_4conv[0][0] bpnet_4crop[0][0] __________________________________________________________________________________________________ prof_out_precrop (Conv1D) (None, 1960, 1) 9601 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions_pref (None, 1000, 1) 0 prof_out_precrop[0][0] __________________________________________________________________________________________________ gap (GlobalAveragePooling1D) (None, 128) 0 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions (Fla (None, 1000) 0 logits_profile_predictions_prefla __________________________________________________________________________________________________ logcount_predictions (Dense) (None, 1) 129 gap[0][0] ================================================================================================== Total params: 217,730 Trainable params: 217,730 Non-trainable params: 0 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/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/train.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR818JGZ//preprocessing/bigWigs/ENCSR818JGZ.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR818JGZ//chrombppnet_model_encsr880cub_bias_fold_3//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR818JGZ//chrombppnet_model_encsr880cub_bias_fold_3//filtered.nonpeaks.bed \ --params=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR818JGZ//chrombppnet_model_encsr880cub_bias_fold_3//chrombpnet_model_params.tsv \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR818JGZ//chrombppnet_model_encsr880cub_bias_fold_3//chrombpnet \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json \ --batch_size=64 \ --architecture_from_file=/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/models/chrombpnet_with_bias_model.py \ --trackables logcount_predictions_loss loss logits_profile_predictions_loss val_logcount_predictions_loss val_loss val_logits_profile_predictions_loss {'counts_loss_weight': '45.4', 'filters': '512', 'n_dil_layers': '8', 'bias_model_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR818JGZ//chrombppnet_model_encsr880cub_bias_fold_3/bias_model_scaled.h5', 'inputlen': '2114', 'outputlen': '1000', 'max_jitter': '500', 'chr_fold_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json', 'negative_sampling_ratio': '0.1'} got the model loading peaks... got split:train for bed regions:(141340, 10) loading nonpeaks... got split:train for bed regions:(132001, 10) loading peaks... got split:valid for bed regions:(14151, 10) loading nonpeaks... got split:valid for bed regions:(11311, 10) Epoch 1/50 1/2430 [..............................] - ETA: 5:59:32 - loss: 1257.6658 - logits_profile_predictions_loss: 1147.8243 - logcount_predictions_loss: 2.4194 2/2430 [..............................] - ETA: 19:41 - loss: 1622.7004 - logits_profile_predictions_loss: 1134.9207 - logcount_predictions_loss: 10.7440  3/2430 [..............................] - ETA: 19:36 - loss: 1678.0372 - logits_profile_predictions_loss: 1144.5103 - logcount_predictions_loss: 11.7517 4/2430 [..............................] - ETA: 19:33 - loss: 1691.7888 - logits_profile_predictions_loss: 1163.5172 - logcount_predictions_loss: 11.6359 5/2430 [..............................] - ETA: 19:32 - loss: 1681.2830 - logits_profile_predictions_loss: 1171.9294 - logcount_predictions_loss: 11.2192 6/2430 [..............................] - ETA: 19:29 - loss: 1672.7610 - logits_profile_predictions_loss: 1183.0747 - logcount_predictions_loss: 10.7860 7/2430 [..............................] - ETA: 19:26 - loss: 1664.5648 - logits_profile_predictions_loss: 1193.7993 - logcount_predictions_loss: 10.3693 8/2430 [..............................] - ETA: 19:23 - loss: 1651.9852 - logits_profile_predictions_loss: 1199.2056 - logcount_predictions_loss: 9.9731  9/2430 [..............................] - ETA: 19:21 - loss: 1641.4585 - logits_profile_predictions_loss: 1204.7244 - logcount_predictions_loss: 9.6197 10/2430 [..............................] - ETA: 19:21 - loss: 1632.1024 - logits_profile_predictions_loss: 1209.7992 - logcount_predictions_loss: 9.3018 11/2430 [..............................] - ETA: 19:19 - loss: 1621.4397 - logits_profile_predictions_loss: 1212.4803 - logcount_predictions_loss: 9.0079 12/2430 [..............................] - ETA: 19:18 - loss: 1614.8180 - logits_profile_predictions_loss: 1217.5655 - logcount_predictions_loss: 8.7501 13/2430 [..............................] - ETA: 19:16 - loss: 1611.5233 - logits_profile_predictions_loss: 1224.7282 - logcount_predictions_loss: 8.5197 14/2430 [..............................] - ETA: 19:14 - loss: 1609.0226 - logits_profile_predictions_loss: 1231.6329 - logcount_predictions_loss: 8.3125 15/2430 [..............................] - ETA: 19:14 - loss: 1608.3371 - logits_profile_predictions_loss: 1239.6076 - logcount_predictions_loss: 8.1218 16/2430 [..............................] - ETA: 19:13 - loss: 1608.9423 - logits_profile_predictions_loss: 1248.2434 - logcount_predictions_loss: 7.9449 17/2430 [..............................] - ETA: 19:12 - loss: 1609.0944 - logits_profile_predictions_loss: 1255.7867 - logcount_predictions_loss: 7.7821 18/2430 [..............................] - ETA: 19:11 - loss: 1609.3709 - logits_profile_predictions_loss: 1262.7442 - logcount_predictions_loss: 7.6349 19/2430 [..............................] - ETA: 19:10 - loss: 1609.0018 - logits_profile_predictions_loss: 1268.6518 - logcount_predictions_loss: 7.4967 20/2430 [..............................] - ETA: 19:09 - loss: 1608.1040 - logits_profile_predictions_loss: 1273.6646 - logcount_predictions_loss: 7.3665 21/2430 [..............................] - ETA: 19:08 - loss: 1607.3182 - logits_profile_predictions_loss: 1278.3360 - logcount_predictions_loss: 7.2463 22/2430 [..............................] - ETA: 19:07 - loss: 1607.0369 - logits_profile_predictions_loss: 1283.0728 - logcount_predictions_loss: 7.1358 23/2430 [..............................] - ETA: 19:06 - loss: 1606.6896 - logits_profile_predictions_loss: 1287.4711 - logcount_predictions_loss: 7.0312 24/2430 [..............................] - ETA: 19:05 - loss: 1606.0796 - logits_profile_predictions_loss: 1291.3226 - logcount_predictions_loss: 6.9330 25/2430 [..............................] - ETA: 19:05 - loss: 1605.4832 - logits_profile_predictions_loss: 1294.9210 - logcount_predictions_loss: 6.8406 26/2430 [..............................] - ETA: 19:04 - loss: 1604.9310 - logits_profile_predictions_loss: 1298.3722 - logcount_predictions_loss: 6.7524 27/2430 [..............................] - ETA: 19:03 - loss: 1604.8739 - logits_profile_predictions_loss: 1302.0429 - logcount_predictions_loss: 6.6703 28/2430 [..............................] - ETA: 19:03 - loss: 1604.6731 - logits_profile_predictions_loss: 1305.3695 - logcount_predictions_loss: 6.5926 29/2430 [..............................] - ETA: 19:02 - loss: 1604.4202 - logits_profile_predictions_loss: 1308.4576 - logcount_predictions_loss: 6.5190 30/2430 [..............................] - ETA: 19:01 - loss: 1604.2398 - logits_profile_predictions_loss: 1311.4155 - logcount_predictions_loss: 6.4499 31/2430 [..............................] - ETA: 19:01 - loss: 1603.8315 - logits_profile_predictions_loss: 1314.0111 - logcount_predictions_loss: 6.3837 32/2430 [..............................] - ETA: 19:00 - loss: 1603.4358 - logits_profile_predictions_loss: 1316.4726 - logcount_predictions_loss: 6.3208 33/2430 [..............................] - ETA: 19:00 - loss: 1602.9796 - logits_profile_predictions_loss: 1318.7466 - logcount_predictions_loss: 6.2606 34/2430 [..............................] - ETA: 18:59 - loss: 1602.4365 - logits_profile_predictions_loss: 1320.8166 - logcount_predictions_loss: 6.2031 35/2430 [..............................] - ETA: 18:58 - loss: 1601.5910 - logits_profile_predictions_loss: 1322.5028 - logcount_predictions_loss: 6.1473 36/2430 [..............................] - ETA: 18:58 - loss: 1600.7314 - logits_profile_predictions_loss: 1324.0600 - logcount_predictions_loss: 6.0941 37/2430 [..............................] - ETA: 18:57 - loss: 1599.7249 - logits_profile_predictions_loss: 1325.3868 - logcount_predictions_loss: 6.0427 38/2430 [..............................] - ETA: 18:56 - loss: 1598.6727 - logits_profile_predictions_loss: 1326.5834 - logcount_predictions_loss: 5.9932 39/2430 [..............................] - ETA: 18:56 - loss: 1597.6550 - logits_profile_predictions_loss: 1327.7194 - logcount_predictions_loss: 5.9457 40/2430 [..............................] - ETA: 18:55 - loss: 1596.7776 - logits_profile_predictions_loss: 1328.8905 - logcount_predictions_loss: 5.9006 41/2430 [..............................] - ETA: 18:55 - loss: 1596.1156 - logits_profile_predictions_loss: 1330.1619 - logcount_predictions_loss: 5.8580 42/2430 [..............................] - ETA: 18:54 - loss: 1595.6880 - logits_profile_predictions_loss: 1331.5660 - logcount_predictions_loss: 5.8177 43/2430 [..............................] - ETA: 18:53 - loss: 1595.2878 - logits_profile_predictions_loss: 1332.9197 - logcount_predictions_loss: 5.7790 44/2430 [..............................] - ETA: 18:53 - loss: 1594.9167 - logits_profile_predictions_loss: 1334.2281 - logcount_predictions_loss: 5.7420 45/2430 [..............................] - ETA: 18:52 - loss: 1594.6219 - logits_profile_predictions_loss: 1335.5408 - logcount_predictions_loss: 5.7066 46/2430 [..............................] - ETA: 18:51 - loss: 1594.3554 - logits_profile_predictions_loss: 1336.8175 - logcount_predictions_loss: 5.6726 47/2430 [..............................] - ETA: 18:51 - loss: 1594.1326 - logits_profile_predictions_loss: 1338.0748 - logcount_predictions_loss: 5.6400 48/2430 [..............................] - ETA: 18:50 - loss: 1593.8541 - logits_profile_predictions_loss: 1339.2347 - logcount_predictions_loss: 5.6084 49/2430 [..............................] - ETA: 18:50 - loss: 1593.4408 - logits_profile_predictions_loss: 1340.2324 - logcount_predictions_loss: 5.5773 50/2430 [..............................] - ETA: 18:49 - loss: 1592.9993 - logits_profile_predictions_loss: 1341.1578 - logcount_predictions_loss: 5.5472 51/2430 [..............................] - ETA: 18:49 - loss: 1592.5009 - logits_profile_predictions_loss: 1341.9917 - logcount_predictions_loss: 5.5178 52/2430 [..............................] - ETA: 18:48 - loss: 1592.0574 - logits_profile_predictions_loss: 1342.8290 - logcount_predictions_loss: 5.4896 53/2430 [..............................] - ETA: 18:48 - loss: 1591.5458 - logits_profile_predictions_loss: 1343.5694 - logcount_predictions_loss: 5.4620 54/2430 [..............................] - ETA: 18:47 - loss: 1591.0862 - logits_profile_predictions_loss: 1344.3162 - logcount_predictions_loss: 5.4355 55/2430 [..............................] - ETA: 18:47 - loss: 1590.5285 - logits_profile_predictions_loss: 1344.9438 - logcount_predictions_loss: 5.4094 56/2430 [..............................] - ETA: 18:46 - loss: 1589.9053 - logits_profile_predictions_loss: 1345.4865 - logcount_predictions_loss: 5.3837 57/2430 [..............................] - ETA: 18:46 - loss: 1589.2197 - logits_profile_predictions_loss: 1345.9431 - logcount_predictions_loss: 5.3585 58/2430 [..............................] - ETA: 18:45 - loss: 1588.5856 - logits_profile_predictions_loss: 1346.4142 - logcount_predictions_loss: 5.3342 59/2430 [..............................] - ETA: 18:45 - loss: 1587.9599 - 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logcount_predictions_loss: 2.9780 2359/2430 [============================>.] - ETA: 34s - loss: 1389.8956 - logits_profile_predictions_loss: 1254.7176 - logcount_predictions_loss: 2.9775 2360/2430 [============================>.] - ETA: 33s - loss: 1389.8513 - logits_profile_predictions_loss: 1254.6952 - logcount_predictions_loss: 2.9770 2361/2430 [============================>.] - ETA: 33s - loss: 1389.8070 - logits_profile_predictions_loss: 1254.6728 - logcount_predictions_loss: 2.9765 2362/2430 [============================>.] - ETA: 32s - loss: 1389.7627 - logits_profile_predictions_loss: 1254.6504 - logcount_predictions_loss: 2.9760 2363/2430 [============================>.] - ETA: 32s - loss: 1389.7184 - logits_profile_predictions_loss: 1254.6280 - logcount_predictions_loss: 2.9756 2364/2430 [============================>.] - ETA: 31s - loss: 1389.6742 - logits_profile_predictions_loss: 1254.6057 - logcount_predictions_loss: 2.9751 2365/2430 [============================>.] - ETA: 31s - loss: 1389.6299 - logits_profile_predictions_loss: 1254.5833 - logcount_predictions_loss: 2.9746 2366/2430 [============================>.] - ETA: 30s - loss: 1389.5857 - logits_profile_predictions_loss: 1254.5610 - logcount_predictions_loss: 2.9741 2367/2430 [============================>.] - ETA: 30s - loss: 1389.5415 - logits_profile_predictions_loss: 1254.5386 - logcount_predictions_loss: 2.9736 2368/2430 [============================>.] - ETA: 29s - loss: 1389.4973 - logits_profile_predictions_loss: 1254.5163 - logcount_predictions_loss: 2.9732 2369/2430 [============================>.] - ETA: 29s - loss: 1389.4531 - logits_profile_predictions_loss: 1254.4940 - logcount_predictions_loss: 2.9727 2370/2430 [============================>.] - ETA: 28s - loss: 1389.4090 - logits_profile_predictions_loss: 1254.4717 - logcount_predictions_loss: 2.9722 2371/2430 [============================>.] - ETA: 28s - loss: 1389.3649 - logits_profile_predictions_loss: 1254.4494 - 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ETA: 24s - loss: 1389.0567 - logits_profile_predictions_loss: 1254.2939 - logcount_predictions_loss: 2.9684 2379/2430 [============================>.] - ETA: 24s - loss: 1389.0128 - logits_profile_predictions_loss: 1254.2718 - logcount_predictions_loss: 2.9679 2380/2430 [============================>.] - ETA: 24s - loss: 1388.9689 - logits_profile_predictions_loss: 1254.2497 - logcount_predictions_loss: 2.9674 2381/2430 [============================>.] - ETA: 23s - loss: 1388.9251 - logits_profile_predictions_loss: 1254.2276 - logcount_predictions_loss: 2.9669 2382/2430 [============================>.] - ETA: 23s - loss: 1388.8812 - logits_profile_predictions_loss: 1254.2055 - logcount_predictions_loss: 2.9664 2383/2430 [============================>.] - ETA: 22s - loss: 1388.8374 - logits_profile_predictions_loss: 1254.1834 - logcount_predictions_loss: 2.9660 2384/2430 [============================>.] - ETA: 22s - loss: 1388.7937 - logits_profile_predictions_loss: 1254.1614 - logcount_predictions_loss: 2.9655 2385/2430 [============================>.] - ETA: 21s - loss: 1388.7499 - logits_profile_predictions_loss: 1254.1394 - logcount_predictions_loss: 2.9650 2386/2430 [============================>.] - ETA: 21s - loss: 1388.7063 - logits_profile_predictions_loss: 1254.1175 - logcount_predictions_loss: 2.9645 2387/2430 [============================>.] - ETA: 20s - loss: 1388.6626 - logits_profile_predictions_loss: 1254.0956 - logcount_predictions_loss: 2.9640 2388/2430 [============================>.] - ETA: 20s - loss: 1388.6190 - logits_profile_predictions_loss: 1254.0737 - logcount_predictions_loss: 2.9636 2389/2430 [============================>.] - ETA: 19s - loss: 1388.5754 - logits_profile_predictions_loss: 1254.0518 - logcount_predictions_loss: 2.9631 2390/2430 [============================>.] - ETA: 19s - loss: 1388.5318 - logits_profile_predictions_loss: 1254.0299 - logcount_predictions_loss: 2.9626 2391/2430 [============================>.] - ETA: 18s - loss: 1388.4883 - logits_profile_predictions_loss: 1254.0081 - logcount_predictions_loss: 2.9621 2392/2430 [============================>.] - ETA: 18s - loss: 1388.4448 - logits_profile_predictions_loss: 1253.9862 - logcount_predictions_loss: 2.9616 2393/2430 [============================>.] - ETA: 17s - loss: 1388.4012 - logits_profile_predictions_loss: 1253.9644 - logcount_predictions_loss: 2.9612 2394/2430 [============================>.] - ETA: 17s - loss: 1388.3577 - logits_profile_predictions_loss: 1253.9425 - logcount_predictions_loss: 2.9607 2395/2430 [============================>.] - ETA: 16s - loss: 1388.3142 - logits_profile_predictions_loss: 1253.9207 - logcount_predictions_loss: 2.9602 2396/2430 [============================>.] - ETA: 16s - loss: 1388.2708 - logits_profile_predictions_loss: 1253.8989 - logcount_predictions_loss: 2.9597 2397/2430 [============================>.] - ETA: 15s - loss: 1388.2273 - logits_profile_predictions_loss: 1253.8771 - 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ETA: 12s - loss: 1387.9234 - logits_profile_predictions_loss: 1253.7246 - logcount_predictions_loss: 2.9559 2405/2430 [============================>.] - ETA: 12s - loss: 1387.8801 - logits_profile_predictions_loss: 1253.7028 - logcount_predictions_loss: 2.9555 2406/2430 [============================>.] - ETA: 11s - loss: 1387.8368 - logits_profile_predictions_loss: 1253.6811 - logcount_predictions_loss: 2.9550 2407/2430 [============================>.] - ETA: 11s - loss: 1387.7935 - logits_profile_predictions_loss: 1253.6594 - logcount_predictions_loss: 2.9545 2408/2430 [============================>.] - ETA: 10s - loss: 1387.7502 - logits_profile_predictions_loss: 1253.6376 - logcount_predictions_loss: 2.9540 2409/2430 [============================>.] - ETA: 10s - loss: 1387.7069 - logits_profile_predictions_loss: 1253.6159 - logcount_predictions_loss: 2.9536 2410/2430 [============================>.] - ETA: 9s - loss: 1387.6637 - logits_profile_predictions_loss: 1253.5942 - logcount_predictions_loss: 2.9531  2411/2430 [============================>.] - ETA: 9s - loss: 1387.6204 - logits_profile_predictions_loss: 1253.5725 - logcount_predictions_loss: 2.9526 2412/2430 [============================>.] - ETA: 8s - loss: 1387.5772 - logits_profile_predictions_loss: 1253.5508 - logcount_predictions_loss: 2.9521 2413/2430 [============================>.] - ETA: 8s - loss: 1387.5339 - logits_profile_predictions_loss: 1253.5291 - logcount_predictions_loss: 2.9517 2414/2430 [============================>.] - ETA: 7s - loss: 1387.4907 - logits_profile_predictions_loss: 1253.5075 - logcount_predictions_loss: 2.9512 2415/2430 [============================>.] - ETA: 7s - loss: 1387.4475 - logits_profile_predictions_loss: 1253.4857 - logcount_predictions_loss: 2.9507 2416/2430 [============================>.] - ETA: 6s - loss: 1387.4043 - logits_profile_predictions_loss: 1253.4640 - logcount_predictions_loss: 2.9502 2417/2430 [============================>.] - ETA: 6s - loss: 1387.3610 - logits_profile_predictions_loss: 1253.4423 - logcount_predictions_loss: 2.9498 2418/2430 [============================>.] - ETA: 5s - loss: 1387.3178 - logits_profile_predictions_loss: 1253.4206 - logcount_predictions_loss: 2.9493 2419/2430 [============================>.] - ETA: 5s - loss: 1387.2746 - logits_profile_predictions_loss: 1253.3989 - logcount_predictions_loss: 2.9488 2420/2430 [============================>.] - ETA: 4s - loss: 1387.2314 - logits_profile_predictions_loss: 1253.3772 - logcount_predictions_loss: 2.9483 2421/2430 [============================>.] - ETA: 4s - loss: 1387.1883 - logits_profile_predictions_loss: 1253.3555 - logcount_predictions_loss: 2.9479 2422/2430 [============================>.] - ETA: 3s - loss: 1387.1451 - logits_profile_predictions_loss: 1253.3339 - logcount_predictions_loss: 2.9474 2423/2430 [============================>.] - ETA: 3s - loss: 1387.1020 - logits_profile_predictions_loss: 1253.3122 - logcount_predictions_loss: 2.9469 2424/2430 [============================>.] - ETA: 2s - loss: 1387.0588 - logits_profile_predictions_loss: 1253.2905 - logcount_predictions_loss: 2.9464 2425/2430 [============================>.] - ETA: 2s - loss: 1387.0157 - logits_profile_predictions_loss: 1253.2688 - logcount_predictions_loss: 2.9460 2426/2430 [============================>.] - ETA: 1s - loss: 1386.9726 - logits_profile_predictions_loss: 1253.2472 - logcount_predictions_loss: 2.9455 2427/2430 [============================>.] - ETA: 1s - loss: 1386.9295 - logits_profile_predictions_loss: 1253.2255 - logcount_predictions_loss: 2.9450 2428/2430 [============================>.] - ETA: 0s - loss: 1386.8864 - logits_profile_predictions_loss: 1253.2038 - logcount_predictions_loss: 2.9446 2429/2430 [============================>.] - ETA: 0s - loss: 1386.8433 - logits_profile_predictions_loss: 1253.1822 - logcount_predictions_loss: 2.9441 2430/2430 [==============================] - ETA: 0s - loss: 1386.8002 - logits_profile_predictions_loss: 1253.1605 - logcount_predictions_loss: 2.9436 2430/2430 [==============================] - 1218s 498ms/step - loss: 1386.7572 - logits_profile_predictions_loss: 1253.1389 - logcount_predictions_loss: 2.9431 - val_loss: 1161.4764 - val_logits_profile_predictions_loss: 1145.4772 - val_logcount_predictions_loss: 0.3524 Epoch 00001: val_loss improved from inf to 1161.47644, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR818JGZ//chrombppnet_model_encsr880cub_bias_fold_3/chrombpnet.h5 Epoch 2/50 1/2430 [..............................] - ETA: 21:21 - loss: 1242.2791 - logits_profile_predictions_loss: 1226.9598 - logcount_predictions_loss: 0.3374 2/2430 [..............................] - ETA: 18:59 - loss: 1230.9689 - logits_profile_predictions_loss: 1214.8205 - logcount_predictions_loss: 0.3557 3/2430 [..............................] - ETA: 19:00 - loss: 1242.9803 - logits_profile_predictions_loss: 1224.8015 - logcount_predictions_loss: 0.4004 4/2430 [..............................] - ETA: 19:02 - loss: 1243.2622 - logits_profile_predictions_loss: 1224.5331 - logcount_predictions_loss: 0.4125 5/2430 [..............................] - ETA: 19:02 - loss: 1238.5371 - logits_profile_predictions_loss: 1219.6223 - logcount_predictions_loss: 0.4166 6/2430 [..............................] - ETA: 19:01 - loss: 1236.7586 - logits_profile_predictions_loss: 1217.3305 - logcount_predictions_loss: 0.4279 7/2430 [..............................] - ETA: 19:00 - loss: 1233.0563 - logits_profile_predictions_loss: 1213.3313 - logcount_predictions_loss: 0.4345 8/2430 [..............................] - ETA: 19:01 - loss: 1229.4747 - logits_profile_predictions_loss: 1209.5814 - logcount_predictions_loss: 0.4382 9/2430 [..............................] - ETA: 19:02 - loss: 1226.9740 - logits_profile_predictions_loss: 1206.9662 - logcount_predictions_loss: 0.4407 10/2430 [..............................] - ETA: 19:01 - loss: 1225.1624 - logits_profile_predictions_loss: 1205.1352 - logcount_predictions_loss: 0.4411 11/2430 [..............................] - ETA: 19:01 - loss: 1222.8215 - logits_profile_predictions_loss: 1202.7778 - logcount_predictions_loss: 0.4415 12/2430 [..............................] - ETA: 19:01 - loss: 1220.8984 - logits_profile_predictions_loss: 1200.8892 - logcount_predictions_loss: 0.4407 13/2430 [..............................] - ETA: 19:01 - loss: 1218.3039 - logits_profile_predictions_loss: 1198.3119 - logcount_predictions_loss: 0.4403 14/2430 [..............................] - ETA: 19:01 - loss: 1216.9187 - logits_profile_predictions_loss: 1196.9559 - logcount_predictions_loss: 0.4397 15/2430 [..............................] - ETA: 19:01 - loss: 1215.9189 - logits_profile_predictions_loss: 1195.9684 - logcount_predictions_loss: 0.4394 16/2430 [..............................] - ETA: 19:00 - loss: 1214.4036 - logits_profile_predictions_loss: 1194.4831 - logcount_predictions_loss: 0.4388 17/2430 [..............................] - ETA: 19:00 - loss: 1213.0940 - logits_profile_predictions_loss: 1193.2139 - logcount_predictions_loss: 0.4379 18/2430 [..............................] - ETA: 19:00 - loss: 1211.3854 - logits_profile_predictions_loss: 1191.5622 - logcount_predictions_loss: 0.4366 19/2430 [..............................] - ETA: 19:00 - loss: 1209.8146 - logits_profile_predictions_loss: 1190.0537 - logcount_predictions_loss: 0.4353 20/2430 [..............................] - ETA: 19:00 - loss: 1208.2479 - logits_profile_predictions_loss: 1188.5287 - logcount_predictions_loss: 0.4343 21/2430 [..............................] - ETA: 18:59 - loss: 1206.4727 - logits_profile_predictions_loss: 1186.7952 - logcount_predictions_loss: 0.4334 22/2430 [..............................] - ETA: 18:59 - loss: 1204.8090 - logits_profile_predictions_loss: 1185.1718 - logcount_predictions_loss: 0.4325 23/2430 [..............................] - ETA: 18:59 - loss: 1203.0867 - logits_profile_predictions_loss: 1183.4865 - logcount_predictions_loss: 0.4317 24/2430 [..............................] - ETA: 18:59 - loss: 1201.6089 - logits_profile_predictions_loss: 1182.0420 - logcount_predictions_loss: 0.4310 25/2430 [..............................] - ETA: 18:59 - loss: 1200.1637 - logits_profile_predictions_loss: 1180.6249 - logcount_predictions_loss: 0.4304 26/2430 [..............................] - ETA: 18:58 - loss: 1198.4101 - logits_profile_predictions_loss: 1178.9039 - logcount_predictions_loss: 0.4297 27/2430 [..............................] - ETA: 18:58 - loss: 1196.7498 - logits_profile_predictions_loss: 1177.2696 - logcount_predictions_loss: 0.4291 28/2430 [..............................] - ETA: 18:57 - loss: 1195.4704 - logits_profile_predictions_loss: 1176.0042 - logcount_predictions_loss: 0.4288 29/2430 [..............................] - ETA: 18:57 - loss: 1194.0530 - logits_profile_predictions_loss: 1174.5976 - logcount_predictions_loss: 0.4285 30/2430 [..............................] - ETA: 18:57 - loss: 1192.7833 - logits_profile_predictions_loss: 1173.3354 - logcount_predictions_loss: 0.4284 31/2430 [..............................] - ETA: 18:56 - loss: 1191.6816 - logits_profile_predictions_loss: 1172.2454 - logcount_predictions_loss: 0.4281 32/2430 [..............................] - ETA: 18:56 - loss: 1190.6207 - logits_profile_predictions_loss: 1171.1985 - logcount_predictions_loss: 0.4278 33/2430 [..............................] - ETA: 18:55 - loss: 1189.6311 - logits_profile_predictions_loss: 1170.2266 - logcount_predictions_loss: 0.4274 34/2430 [..............................] - ETA: 18:55 - loss: 1188.7313 - logits_profile_predictions_loss: 1169.3427 - logcount_predictions_loss: 0.4271 35/2430 [..............................] - ETA: 18:55 - loss: 1187.8587 - logits_profile_predictions_loss: 1168.4849 - logcount_predictions_loss: 0.4267 36/2430 [..............................] - ETA: 18:55 - loss: 1187.1866 - logits_profile_predictions_loss: 1167.8248 - logcount_predictions_loss: 0.4265 37/2430 [..............................] - ETA: 18:54 - loss: 1186.5999 - logits_profile_predictions_loss: 1167.2483 - logcount_predictions_loss: 0.4262 38/2430 [..............................] - ETA: 18:54 - loss: 1185.9805 - logits_profile_predictions_loss: 1166.6418 - logcount_predictions_loss: 0.4260 39/2430 [..............................] - ETA: 18:53 - loss: 1185.3882 - logits_profile_predictions_loss: 1166.0644 - logcount_predictions_loss: 0.4256 40/2430 [..............................] - ETA: 18:53 - loss: 1184.8772 - logits_profile_predictions_loss: 1165.5697 - logcount_predictions_loss: 0.4253 41/2430 [..............................] - ETA: 18:52 - loss: 1184.3873 - logits_profile_predictions_loss: 1165.0969 - logcount_predictions_loss: 0.4249 42/2430 [..............................] - ETA: 18:52 - loss: 1183.9467 - logits_profile_predictions_loss: 1164.6701 - logcount_predictions_loss: 0.4246 43/2430 [..............................] - ETA: 18:52 - loss: 1183.4842 - logits_profile_predictions_loss: 1164.2238 - logcount_predictions_loss: 0.4242 44/2430 [..............................] - ETA: 18:51 - loss: 1183.0077 - logits_profile_predictions_loss: 1163.7638 - logcount_predictions_loss: 0.4239 45/2430 [..............................] - ETA: 18:51 - loss: 1182.5343 - logits_profile_predictions_loss: 1163.3066 - logcount_predictions_loss: 0.4235 46/2430 [..............................] - ETA: 18:50 - loss: 1182.1198 - logits_profile_predictions_loss: 1162.9080 - logcount_predictions_loss: 0.4232 47/2430 [..............................] - ETA: 18:50 - loss: 1181.7995 - logits_profile_predictions_loss: 1162.6051 - logcount_predictions_loss: 0.4228 48/2430 [..............................] - ETA: 18:50 - loss: 1181.4996 - logits_profile_predictions_loss: 1162.3213 - logcount_predictions_loss: 0.4224 49/2430 [..............................] - ETA: 18:49 - loss: 1181.1408 - logits_profile_predictions_loss: 1161.9815 - logcount_predictions_loss: 0.4220 50/2430 [..............................] - ETA: 18:49 - loss: 1180.8185 - logits_profile_predictions_loss: 1161.6758 - logcount_predictions_loss: 0.4216 51/2430 [..............................] - ETA: 18:48 - loss: 1180.5256 - logits_profile_predictions_loss: 1161.3947 - logcount_predictions_loss: 0.4214 52/2430 [..............................] - ETA: 18:48 - loss: 1180.3112 - logits_profile_predictions_loss: 1161.1929 - logcount_predictions_loss: 0.4211 53/2430 [..............................] - ETA: 18:48 - loss: 1180.1139 - logits_profile_predictions_loss: 1161.0051 - logcount_predictions_loss: 0.4209 54/2430 [..............................] - ETA: 18:47 - loss: 1179.9101 - logits_profile_predictions_loss: 1160.8111 - logcount_predictions_loss: 0.4207 55/2430 [..............................] - ETA: 18:47 - loss: 1179.7119 - logits_profile_predictions_loss: 1160.6240 - 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18:39 - loss: 1177.2415 - logits_profile_predictions_loss: 1158.3442 - logcount_predictions_loss: 0.4162 76/2430 [..............................] - ETA: 18:38 - loss: 1177.2390 - logits_profile_predictions_loss: 1158.3500 - logcount_predictions_loss: 0.4161 77/2430 [..............................] - ETA: 18:38 - loss: 1177.2390 - logits_profile_predictions_loss: 1158.3581 - logcount_predictions_loss: 0.4159 78/2430 [..............................] - ETA: 18:37 - loss: 1177.2267 - logits_profile_predictions_loss: 1158.3543 - logcount_predictions_loss: 0.4157 79/2430 [..............................] - ETA: 18:37 - loss: 1177.2101 - logits_profile_predictions_loss: 1158.3454 - logcount_predictions_loss: 0.4155 80/2430 [..............................] - ETA: 18:37 - loss: 1177.1946 - logits_profile_predictions_loss: 1158.3371 - logcount_predictions_loss: 0.4154 81/2430 [>.............................] - ETA: 18:36 - loss: 1177.1913 - logits_profile_predictions_loss: 1158.3400 - 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[>.............................] - ETA: 18:16 - loss: 1177.9267 - logits_profile_predictions_loss: 1159.1884 - logcount_predictions_loss: 0.4127 128/2430 [>.............................] - ETA: 18:15 - loss: 1177.9559 - logits_profile_predictions_loss: 1159.2196 - logcount_predictions_loss: 0.4127 129/2430 [>.............................] - ETA: 18:15 - loss: 1177.9930 - logits_profile_predictions_loss: 1159.2590 - logcount_predictions_loss: 0.4126 130/2430 [>.............................] - ETA: 18:14 - loss: 1178.0233 - logits_profile_predictions_loss: 1159.2916 - logcount_predictions_loss: 0.4126 131/2430 [>.............................] - ETA: 18:14 - loss: 1178.0551 - logits_profile_predictions_loss: 1159.3259 - logcount_predictions_loss: 0.4125 132/2430 [>.............................] - ETA: 18:13 - loss: 1178.0842 - logits_profile_predictions_loss: 1159.3573 - logcount_predictions_loss: 0.4125 133/2430 [>.............................] - ETA: 18:13 - loss: 1178.1042 - 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- ETA: 18:01 - loss: 1178.4476 - logits_profile_predictions_loss: 1159.7733 - logcount_predictions_loss: 0.4113 160/2430 [>.............................] - ETA: 18:00 - loss: 1178.4484 - logits_profile_predictions_loss: 1159.7747 - logcount_predictions_loss: 0.4113 161/2430 [>.............................] - ETA: 18:00 - loss: 1178.4443 - logits_profile_predictions_loss: 1159.7713 - logcount_predictions_loss: 0.4113 162/2430 [=>............................] - ETA: 17:59 - loss: 1178.4417 - logits_profile_predictions_loss: 1159.7694 - logcount_predictions_loss: 0.4113 163/2430 [=>............................] - ETA: 17:59 - loss: 1178.4370 - logits_profile_predictions_loss: 1159.7657 - logcount_predictions_loss: 0.4113 164/2430 [=>............................] - ETA: 17:59 - loss: 1178.4292 - logits_profile_predictions_loss: 1159.7587 - logcount_predictions_loss: 0.4112 165/2430 [=>............................] - ETA: 17:58 - loss: 1178.4199 - logits_profile_predictions_loss: 1159.7499 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[=>............................] - ETA: 17:55 - loss: 1178.3158 - logits_profile_predictions_loss: 1159.6519 - logcount_predictions_loss: 0.4111 173/2430 [=>............................] - ETA: 17:54 - loss: 1178.3017 - logits_profile_predictions_loss: 1159.6381 - logcount_predictions_loss: 0.4111 174/2430 [=>............................] - ETA: 17:54 - loss: 1178.2902 - logits_profile_predictions_loss: 1159.6269 - logcount_predictions_loss: 0.4111 175/2430 [=>............................] - ETA: 17:54 - loss: 1178.2808 - logits_profile_predictions_loss: 1159.6178 - logcount_predictions_loss: 0.4111 176/2430 [=>............................] - ETA: 17:53 - loss: 1178.2793 - logits_profile_predictions_loss: 1159.6166 - logcount_predictions_loss: 0.4111 177/2430 [=>............................] - ETA: 17:53 - loss: 1178.2770 - logits_profile_predictions_loss: 1159.6147 - logcount_predictions_loss: 0.4111 178/2430 [=>............................] - ETA: 17:52 - loss: 1178.2718 - 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[====>.........................] - ETA: 15:49 - loss: 1177.9585 - logits_profile_predictions_loss: 1159.2856 - logcount_predictions_loss: 0.4113 443/2430 [====>.........................] - ETA: 15:48 - loss: 1177.9636 - logits_profile_predictions_loss: 1159.2903 - logcount_predictions_loss: 0.4113 444/2430 [====>.........................] - ETA: 15:48 - loss: 1177.9689 - logits_profile_predictions_loss: 1159.2952 - logcount_predictions_loss: 0.4113 445/2430 [====>.........................] - ETA: 15:47 - loss: 1177.9747 - logits_profile_predictions_loss: 1159.3007 - logcount_predictions_loss: 0.4113 446/2430 [====>.........................] - ETA: 15:47 - loss: 1177.9803 - logits_profile_predictions_loss: 1159.3059 - logcount_predictions_loss: 0.4113 447/2430 [====>.........................] - ETA: 15:46 - loss: 1177.9859 - logits_profile_predictions_loss: 1159.3112 - logcount_predictions_loss: 0.4113 448/2430 [====>.........................] - ETA: 15:46 - loss: 1177.9907 - 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logcount_predictions_loss: 0.4063 2349/2430 [============================>.] - ETA: 38s - loss: 1171.2775 - logits_profile_predictions_loss: 1152.8295 - logcount_predictions_loss: 0.4063 2350/2430 [============================>.] - ETA: 38s - loss: 1171.2740 - logits_profile_predictions_loss: 1152.8261 - logcount_predictions_loss: 0.4063 2351/2430 [============================>.] - ETA: 37s - loss: 1171.2704 - logits_profile_predictions_loss: 1152.8228 - logcount_predictions_loss: 0.4063 2352/2430 [============================>.] - ETA: 37s - loss: 1171.2669 - logits_profile_predictions_loss: 1152.8195 - logcount_predictions_loss: 0.4063 2353/2430 [============================>.] - ETA: 36s - loss: 1171.2633 - logits_profile_predictions_loss: 1152.8161 - logcount_predictions_loss: 0.4063 2354/2430 [============================>.] - ETA: 36s - loss: 1171.2598 - logits_profile_predictions_loss: 1152.8128 - logcount_predictions_loss: 0.4063 2355/2430 [============================>.] - ETA: 35s - loss: 1171.2563 - logits_profile_predictions_loss: 1152.8095 - logcount_predictions_loss: 0.4063 2356/2430 [============================>.] - ETA: 35s - loss: 1171.2528 - logits_profile_predictions_loss: 1152.8062 - logcount_predictions_loss: 0.4063 2357/2430 [============================>.] - ETA: 34s - loss: 1171.2493 - logits_profile_predictions_loss: 1152.8029 - logcount_predictions_loss: 0.4063 2358/2430 [============================>.] - ETA: 34s - loss: 1171.2458 - logits_profile_predictions_loss: 1152.7996 - logcount_predictions_loss: 0.4063 2359/2430 [============================>.] - ETA: 33s - loss: 1171.2423 - logits_profile_predictions_loss: 1152.7963 - logcount_predictions_loss: 0.4063 2360/2430 [============================>.] - ETA: 33s - loss: 1171.2387 - logits_profile_predictions_loss: 1152.7930 - logcount_predictions_loss: 0.4063 2361/2430 [============================>.] - ETA: 32s - loss: 1171.2352 - logits_profile_predictions_loss: 1152.7897 - 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logcount_predictions_loss: 0.4062 2388/2430 [============================>.] - ETA: 20s - loss: 1171.1379 - logits_profile_predictions_loss: 1152.6982 - logcount_predictions_loss: 0.4062 2389/2430 [============================>.] - ETA: 19s - loss: 1171.1343 - logits_profile_predictions_loss: 1152.6947 - logcount_predictions_loss: 0.4061 2390/2430 [============================>.] - ETA: 19s - loss: 1171.1306 - logits_profile_predictions_loss: 1152.6913 - logcount_predictions_loss: 0.4061 2391/2430 [============================>.] - ETA: 18s - loss: 1171.1269 - logits_profile_predictions_loss: 1152.6878 - logcount_predictions_loss: 0.4061 2392/2430 [============================>.] - ETA: 18s - loss: 1171.1232 - logits_profile_predictions_loss: 1152.6843 - logcount_predictions_loss: 0.4061 2393/2430 [============================>.] - ETA: 17s - loss: 1171.1196 - logits_profile_predictions_loss: 1152.6809 - logcount_predictions_loss: 0.4061 2394/2430 [============================>.] - 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logcount_predictions_loss: 0.4061 2401/2430 [============================>.] - ETA: 13s - loss: 1171.0898 - logits_profile_predictions_loss: 1152.6528 - logcount_predictions_loss: 0.4061 2402/2430 [============================>.] - ETA: 13s - loss: 1171.0860 - logits_profile_predictions_loss: 1152.6492 - logcount_predictions_loss: 0.4061 2403/2430 [============================>.] - ETA: 12s - loss: 1171.0822 - logits_profile_predictions_loss: 1152.6457 - logcount_predictions_loss: 0.4061 2404/2430 [============================>.] - ETA: 12s - loss: 1171.0784 - logits_profile_predictions_loss: 1152.6421 - logcount_predictions_loss: 0.4061 2405/2430 [============================>.] - ETA: 11s - loss: 1171.0746 - logits_profile_predictions_loss: 1152.6385 - logcount_predictions_loss: 0.4061 2406/2430 [============================>.] - ETA: 11s - loss: 1171.0708 - logits_profile_predictions_loss: 1152.6349 - logcount_predictions_loss: 0.4061 2407/2430 [============================>.] - ETA: 10s - loss: 1171.0670 - logits_profile_predictions_loss: 1152.6313 - logcount_predictions_loss: 0.4061 2408/2430 [============================>.] - ETA: 10s - loss: 1171.0631 - logits_profile_predictions_loss: 1152.6277 - logcount_predictions_loss: 0.4061 2409/2430 [============================>.] - ETA: 10s - loss: 1171.0593 - logits_profile_predictions_loss: 1152.6240 - logcount_predictions_loss: 0.4061 2410/2430 [============================>.] - ETA: 9s - loss: 1171.0555 - logits_profile_predictions_loss: 1152.6204 - logcount_predictions_loss: 0.4060  2411/2430 [============================>.] - ETA: 9s - loss: 1171.0517 - logits_profile_predictions_loss: 1152.6168 - logcount_predictions_loss: 0.4060 2412/2430 [============================>.] - ETA: 8s - loss: 1171.0479 - logits_profile_predictions_loss: 1152.6132 - logcount_predictions_loss: 0.4060 2413/2430 [============================>.] - ETA: 8s - loss: 1171.0440 - logits_profile_predictions_loss: 1152.6096 - logcount_predictions_loss: 0.4060 2414/2430 [============================>.] - ETA: 7s - loss: 1171.0402 - logits_profile_predictions_loss: 1152.6060 - logcount_predictions_loss: 0.4060 2415/2430 [============================>.] - ETA: 7s - loss: 1171.0364 - logits_profile_predictions_loss: 1152.6024 - logcount_predictions_loss: 0.4060 2416/2430 [============================>.] - ETA: 6s - loss: 1171.0326 - logits_profile_predictions_loss: 1152.5988 - logcount_predictions_loss: 0.4060 2417/2430 [============================>.] - ETA: 6s - loss: 1171.0287 - logits_profile_predictions_loss: 1152.5951 - logcount_predictions_loss: 0.4060 2418/2430 [============================>.] - ETA: 5s - loss: 1171.0249 - logits_profile_predictions_loss: 1152.5915 - logcount_predictions_loss: 0.4060 2419/2430 [============================>.] - ETA: 5s - loss: 1171.0210 - logits_profile_predictions_loss: 1152.5879 - logcount_predictions_loss: 0.4060 2420/2430 [============================>.] - ETA: 4s - loss: 1171.0172 - logits_profile_predictions_loss: 1152.5842 - logcount_predictions_loss: 0.4060 2421/2430 [============================>.] - ETA: 4s - loss: 1171.0134 - logits_profile_predictions_loss: 1152.5806 - logcount_predictions_loss: 0.4060 2422/2430 [============================>.] - ETA: 3s - loss: 1171.0095 - logits_profile_predictions_loss: 1152.5770 - logcount_predictions_loss: 0.4060 2423/2430 [============================>.] - ETA: 3s - loss: 1171.0057 - logits_profile_predictions_loss: 1152.5733 - logcount_predictions_loss: 0.4060 2424/2430 [============================>.] - ETA: 2s - loss: 1171.0018 - logits_profile_predictions_loss: 1152.5697 - logcount_predictions_loss: 0.4060 2425/2430 [============================>.] - ETA: 2s - loss: 1170.9980 - logits_profile_predictions_loss: 1152.5661 - logcount_predictions_loss: 0.4060 2426/2430 [============================>.] - ETA: 1s - loss: 1170.9941 - logits_profile_predictions_loss: 1152.5624 - logcount_predictions_loss: 0.4060 2427/2430 [============================>.] - ETA: 1s - loss: 1170.9902 - logits_profile_predictions_loss: 1152.5588 - logcount_predictions_loss: 0.4060 2428/2430 [============================>.] - ETA: 0s - loss: 1170.9864 - logits_profile_predictions_loss: 1152.5551 - logcount_predictions_loss: 0.4060 2429/2430 [============================>.] - ETA: 0s - loss: 1170.9825 - logits_profile_predictions_loss: 1152.5515 - logcount_predictions_loss: 0.4060 2430/2430 [==============================] - ETA: 0s - loss: 1170.9786 - logits_profile_predictions_loss: 1152.5478 - logcount_predictions_loss: 0.4060 2430/2430 [==============================] - 1202s 495ms/step - loss: 1170.9747 - logits_profile_predictions_loss: 1152.5441 - logcount_predictions_loss: 0.4060 - val_loss: 1148.8259 - val_logits_profile_predictions_loss: 1134.0839 - val_logcount_predictions_loss: 0.3247 Epoch 00002: val_loss improved from 1161.47644 to 1148.82593, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR818JGZ//chrombppnet_model_encsr880cub_bias_fold_3/chrombpnet.h5 Epoch 3/50 1/2430 [..............................] - ETA: 20:52 - loss: 1213.0162 - logits_profile_predictions_loss: 1198.8674 - logcount_predictions_loss: 0.3116 2/2430 [..............................] - ETA: 19:03 - loss: 1216.3195 - logits_profile_predictions_loss: 1201.8912 - logcount_predictions_loss: 0.3178 3/2430 [..............................] - ETA: 19:03 - loss: 1203.7896 - logits_profile_predictions_loss: 1189.4790 - logcount_predictions_loss: 0.3152 4/2430 [..............................] - ETA: 19:04 - loss: 1194.5334 - logits_profile_predictions_loss: 1180.3774 - logcount_predictions_loss: 0.3118 5/2430 [..............................] - ETA: 19:02 - loss: 1190.6009 - logits_profile_predictions_loss: 1176.4987 - logcount_predictions_loss: 0.3106 6/2430 [..............................] - ETA: 19:05 - loss: 1186.1518 - logits_profile_predictions_loss: 1172.0410 - logcount_predictions_loss: 0.3108 7/2430 [..............................] - ETA: 19:05 - loss: 1181.4112 - logits_profile_predictions_loss: 1167.3376 - logcount_predictions_loss: 0.3100 8/2430 [..............................] - ETA: 19:04 - loss: 1177.4703 - logits_profile_predictions_loss: 1163.4119 - logcount_predictions_loss: 0.3097 9/2430 [..............................] - ETA: 19:03 - loss: 1173.8773 - logits_profile_predictions_loss: 1159.8151 - logcount_predictions_loss: 0.3097 10/2430 [..............................] - ETA: 19:03 - loss: 1171.0791 - logits_profile_predictions_loss: 1156.9838 - logcount_predictions_loss: 0.3105 11/2430 [..............................] - ETA: 19:04 - loss: 1167.9962 - logits_profile_predictions_loss: 1153.8578 - logcount_predictions_loss: 0.3114 12/2430 [..............................] - ETA: 19:04 - loss: 1164.7641 - logits_profile_predictions_loss: 1150.5803 - logcount_predictions_loss: 0.3124 13/2430 [..............................] - ETA: 19:04 - loss: 1161.9980 - logits_profile_predictions_loss: 1147.7760 - logcount_predictions_loss: 0.3133 14/2430 [..............................] - ETA: 19:03 - loss: 1160.2623 - logits_profile_predictions_loss: 1145.9848 - logcount_predictions_loss: 0.3145 15/2430 [..............................] - ETA: 19:03 - loss: 1158.8248 - logits_profile_predictions_loss: 1144.4615 - logcount_predictions_loss: 0.3164 16/2430 [..............................] - ETA: 19:03 - loss: 1157.4859 - logits_profile_predictions_loss: 1143.0512 - logcount_predictions_loss: 0.3179 17/2430 [..............................] - ETA: 19:03 - loss: 1156.1545 - logits_profile_predictions_loss: 1141.6536 - logcount_predictions_loss: 0.3194 18/2430 [..............................] - ETA: 19:02 - loss: 1154.5262 - logits_profile_predictions_loss: 1139.9623 - logcount_predictions_loss: 0.3208 19/2430 [..............................] - ETA: 19:02 - loss: 1152.8833 - logits_profile_predictions_loss: 1138.2655 - logcount_predictions_loss: 0.3220 20/2430 [..............................] - ETA: 19:01 - loss: 1151.3006 - logits_profile_predictions_loss: 1136.6353 - logcount_predictions_loss: 0.3230 21/2430 [..............................] - ETA: 19:01 - loss: 1149.9346 - logits_profile_predictions_loss: 1135.2300 - logcount_predictions_loss: 0.3239 22/2430 [..............................] - ETA: 19:00 - loss: 1148.6856 - logits_profile_predictions_loss: 1133.9312 - logcount_predictions_loss: 0.3250 23/2430 [..............................] - ETA: 19:00 - loss: 1147.3222 - logits_profile_predictions_loss: 1132.5153 - logcount_predictions_loss: 0.3261 24/2430 [..............................] - ETA: 18:59 - loss: 1145.8838 - logits_profile_predictions_loss: 1131.0270 - logcount_predictions_loss: 0.3272 25/2430 [..............................] - ETA: 18:59 - loss: 1144.9329 - logits_profile_predictions_loss: 1130.0256 - logcount_predictions_loss: 0.3284 26/2430 [..............................] - ETA: 18:59 - loss: 1144.2213 - logits_profile_predictions_loss: 1129.2743 - logcount_predictions_loss: 0.3292 27/2430 [..............................] - ETA: 18:58 - loss: 1143.5544 - logits_profile_predictions_loss: 1128.5691 - logcount_predictions_loss: 0.3301 28/2430 [..............................] - ETA: 18:58 - loss: 1143.1756 - logits_profile_predictions_loss: 1128.1559 - logcount_predictions_loss: 0.3308 29/2430 [..............................] - ETA: 18:58 - loss: 1142.8042 - logits_profile_predictions_loss: 1127.7512 - logcount_predictions_loss: 0.3316 30/2430 [..............................] - ETA: 18:58 - loss: 1142.5372 - logits_profile_predictions_loss: 1127.4575 - logcount_predictions_loss: 0.3321 31/2430 [..............................] - ETA: 18:57 - loss: 1142.3564 - logits_profile_predictions_loss: 1127.2503 - logcount_predictions_loss: 0.3327 32/2430 [..............................] - ETA: 18:57 - loss: 1142.1354 - logits_profile_predictions_loss: 1127.0082 - logcount_predictions_loss: 0.3332 33/2430 [..............................] - ETA: 18:56 - loss: 1141.9111 - logits_profile_predictions_loss: 1126.7667 - logcount_predictions_loss: 0.3336 34/2430 [..............................] - ETA: 18:56 - loss: 1141.8165 - logits_profile_predictions_loss: 1126.6480 - logcount_predictions_loss: 0.3341 35/2430 [..............................] - ETA: 18:55 - loss: 1141.6092 - logits_profile_predictions_loss: 1126.4155 - logcount_predictions_loss: 0.3347 36/2430 [..............................] - ETA: 18:55 - loss: 1141.4180 - logits_profile_predictions_loss: 1126.2025 - logcount_predictions_loss: 0.3351 37/2430 [..............................] - ETA: 18:54 - loss: 1141.2294 - logits_profile_predictions_loss: 1125.9944 - logcount_predictions_loss: 0.3356 38/2430 [..............................] - ETA: 18:54 - loss: 1141.0916 - logits_profile_predictions_loss: 1125.8393 - logcount_predictions_loss: 0.3360 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[==>...........................] - ETA: 17:02 - loss: 1143.0666 - logits_profile_predictions_loss: 1126.8090 - logcount_predictions_loss: 0.3581 285/2430 [==>...........................] - ETA: 17:02 - loss: 1143.0774 - logits_profile_predictions_loss: 1126.8183 - logcount_predictions_loss: 0.3581 286/2430 [==>...........................] - ETA: 17:01 - loss: 1143.0882 - logits_profile_predictions_loss: 1126.8278 - logcount_predictions_loss: 0.3582 287/2430 [==>...........................] - ETA: 17:01 - loss: 1143.0987 - logits_profile_predictions_loss: 1126.8369 - logcount_predictions_loss: 0.3582 288/2430 [==>...........................] - ETA: 17:00 - loss: 1143.1094 - logits_profile_predictions_loss: 1126.8464 - logcount_predictions_loss: 0.3582 289/2430 [==>...........................] - ETA: 17:00 - loss: 1143.1180 - logits_profile_predictions_loss: 1126.8537 - logcount_predictions_loss: 0.3582 290/2430 [==>...........................] - ETA: 16:59 - loss: 1143.1258 - 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[====>.........................] - ETA: 15:58 - loss: 1143.0353 - logits_profile_predictions_loss: 1126.6408 - logcount_predictions_loss: 0.3611 420/2430 [====>.........................] - ETA: 15:58 - loss: 1143.0315 - logits_profile_predictions_loss: 1126.6362 - logcount_predictions_loss: 0.3611 421/2430 [====>.........................] - ETA: 15:57 - loss: 1143.0273 - logits_profile_predictions_loss: 1126.6314 - logcount_predictions_loss: 0.3611 422/2430 [====>.........................] - ETA: 15:57 - loss: 1143.0227 - logits_profile_predictions_loss: 1126.6262 - logcount_predictions_loss: 0.3612 423/2430 [====>.........................] - ETA: 15:56 - loss: 1143.0177 - logits_profile_predictions_loss: 1126.6205 - logcount_predictions_loss: 0.3612 424/2430 [====>.........................] - ETA: 15:56 - loss: 1143.0127 - logits_profile_predictions_loss: 1126.6148 - logcount_predictions_loss: 0.3612 425/2430 [====>.........................] - ETA: 15:55 - loss: 1143.0086 - logits_profile_predictions_loss: 1126.6100 - logcount_predictions_loss: 0.3612 426/2430 [====>.........................] - ETA: 15:55 - loss: 1143.0047 - logits_profile_predictions_loss: 1126.6054 - logcount_predictions_loss: 0.3612 427/2430 [====>.........................] - ETA: 15:55 - loss: 1142.9998 - logits_profile_predictions_loss: 1126.5998 - logcount_predictions_loss: 0.3612 428/2430 [====>.........................] - ETA: 15:54 - loss: 1142.9953 - logits_profile_predictions_loss: 1126.5946 - logcount_predictions_loss: 0.3613 429/2430 [====>.........................] - ETA: 15:54 - loss: 1142.9915 - logits_profile_predictions_loss: 1126.5901 - logcount_predictions_loss: 0.3613 430/2430 [====>.........................] - ETA: 15:53 - loss: 1142.9881 - logits_profile_predictions_loss: 1126.5861 - logcount_predictions_loss: 0.3613 431/2430 [====>.........................] - ETA: 15:53 - loss: 1142.9844 - logits_profile_predictions_loss: 1126.5817 - logcount_predictions_loss: 0.3613 432/2430 [====>.........................] - ETA: 15:52 - loss: 1142.9803 - logits_profile_predictions_loss: 1126.5770 - logcount_predictions_loss: 0.3613 433/2430 [====>.........................] - ETA: 15:52 - loss: 1142.9765 - logits_profile_predictions_loss: 1126.5725 - logcount_predictions_loss: 0.3613 434/2430 [====>.........................] - ETA: 15:51 - loss: 1142.9726 - logits_profile_predictions_loss: 1126.5679 - logcount_predictions_loss: 0.3613 435/2430 [====>.........................] - ETA: 15:51 - loss: 1142.9683 - logits_profile_predictions_loss: 1126.5630 - logcount_predictions_loss: 0.3614 436/2430 [====>.........................] - ETA: 15:50 - loss: 1142.9644 - logits_profile_predictions_loss: 1126.5584 - logcount_predictions_loss: 0.3614 437/2430 [====>.........................] - ETA: 15:50 - loss: 1142.9605 - logits_profile_predictions_loss: 1126.5538 - logcount_predictions_loss: 0.3614 438/2430 [====>.........................] - ETA: 15:49 - loss: 1142.9565 - logits_profile_predictions_loss: 1126.5490 - logcount_predictions_loss: 0.3614 439/2430 [====>.........................] - ETA: 15:49 - loss: 1142.9526 - logits_profile_predictions_loss: 1126.5444 - logcount_predictions_loss: 0.3614 440/2430 [====>.........................] - ETA: 15:48 - loss: 1142.9492 - logits_profile_predictions_loss: 1126.5403 - logcount_predictions_loss: 0.3614 441/2430 [====>.........................] - ETA: 15:48 - loss: 1142.9455 - logits_profile_predictions_loss: 1126.5359 - logcount_predictions_loss: 0.3614 442/2430 [====>.........................] - ETA: 15:47 - loss: 1142.9423 - logits_profile_predictions_loss: 1126.5320 - logcount_predictions_loss: 0.3615 443/2430 [====>.........................] - ETA: 15:47 - loss: 1142.9388 - logits_profile_predictions_loss: 1126.5279 - logcount_predictions_loss: 0.3615 444/2430 [====>.........................] - ETA: 15:46 - loss: 1142.9350 - logits_profile_predictions_loss: 1126.5233 - 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ETA: 43s - loss: 1142.0908 - logits_profile_predictions_loss: 1125.5765 - logcount_predictions_loss: 0.3637 2339/2430 [===========================>..] - ETA: 43s - loss: 1142.0907 - logits_profile_predictions_loss: 1125.5766 - logcount_predictions_loss: 0.3637 2340/2430 [===========================>..] - ETA: 42s - loss: 1142.0907 - logits_profile_predictions_loss: 1125.5766 - logcount_predictions_loss: 0.3637 2341/2430 [===========================>..] - ETA: 42s - loss: 1142.0906 - logits_profile_predictions_loss: 1125.5767 - logcount_predictions_loss: 0.3637 2342/2430 [===========================>..] - ETA: 41s - loss: 1142.0905 - logits_profile_predictions_loss: 1125.5767 - logcount_predictions_loss: 0.3637 2343/2430 [===========================>..] - ETA: 41s - loss: 1142.0904 - logits_profile_predictions_loss: 1125.5767 - logcount_predictions_loss: 0.3637 2344/2430 [===========================>..] - ETA: 41s - loss: 1142.0903 - logits_profile_predictions_loss: 1125.5766 - 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ETA: 37s - loss: 1142.0893 - logits_profile_predictions_loss: 1125.5763 - logcount_predictions_loss: 0.3637 2352/2430 [============================>.] - ETA: 37s - loss: 1142.0892 - logits_profile_predictions_loss: 1125.5762 - logcount_predictions_loss: 0.3637 2353/2430 [============================>.] - ETA: 36s - loss: 1142.0890 - logits_profile_predictions_loss: 1125.5761 - logcount_predictions_loss: 0.3637 2354/2430 [============================>.] - ETA: 36s - loss: 1142.0888 - logits_profile_predictions_loss: 1125.5760 - logcount_predictions_loss: 0.3637 2355/2430 [============================>.] - ETA: 35s - loss: 1142.0886 - logits_profile_predictions_loss: 1125.5759 - logcount_predictions_loss: 0.3637 2356/2430 [============================>.] - ETA: 35s - loss: 1142.0884 - logits_profile_predictions_loss: 1125.5758 - logcount_predictions_loss: 0.3637 2357/2430 [============================>.] - ETA: 34s - loss: 1142.0882 - logits_profile_predictions_loss: 1125.5757 - logcount_predictions_loss: 0.3637 2358/2430 [============================>.] - ETA: 34s - loss: 1142.0880 - logits_profile_predictions_loss: 1125.5756 - logcount_predictions_loss: 0.3637 2359/2430 [============================>.] - ETA: 33s - loss: 1142.0878 - logits_profile_predictions_loss: 1125.5755 - logcount_predictions_loss: 0.3637 2360/2430 [============================>.] - ETA: 33s - loss: 1142.0876 - logits_profile_predictions_loss: 1125.5754 - logcount_predictions_loss: 0.3637 2361/2430 [============================>.] - ETA: 32s - loss: 1142.0874 - logits_profile_predictions_loss: 1125.5753 - logcount_predictions_loss: 0.3637 2362/2430 [============================>.] - ETA: 32s - loss: 1142.0872 - logits_profile_predictions_loss: 1125.5752 - logcount_predictions_loss: 0.3637 2363/2430 [============================>.] - ETA: 31s - loss: 1142.0870 - logits_profile_predictions_loss: 1125.5751 - logcount_predictions_loss: 0.3637 2364/2430 [============================>.] - ETA: 31s - loss: 1142.0868 - logits_profile_predictions_loss: 1125.5750 - logcount_predictions_loss: 0.3637 2365/2430 [============================>.] - ETA: 31s - loss: 1142.0866 - logits_profile_predictions_loss: 1125.5749 - logcount_predictions_loss: 0.3637 2366/2430 [============================>.] - ETA: 30s - loss: 1142.0865 - logits_profile_predictions_loss: 1125.5748 - logcount_predictions_loss: 0.3637 2367/2430 [============================>.] - ETA: 30s - loss: 1142.0863 - logits_profile_predictions_loss: 1125.5747 - logcount_predictions_loss: 0.3637 2368/2430 [============================>.] - ETA: 29s - loss: 1142.0861 - logits_profile_predictions_loss: 1125.5746 - logcount_predictions_loss: 0.3637 2369/2430 [============================>.] - ETA: 29s - loss: 1142.0859 - logits_profile_predictions_loss: 1125.5745 - logcount_predictions_loss: 0.3637 2370/2430 [============================>.] - ETA: 28s - loss: 1142.0858 - logits_profile_predictions_loss: 1125.5744 - logcount_predictions_loss: 0.3637 2371/2430 [============================>.] - ETA: 28s - loss: 1142.0856 - logits_profile_predictions_loss: 1125.5743 - logcount_predictions_loss: 0.3637 2372/2430 [============================>.] - ETA: 27s - loss: 1142.0854 - logits_profile_predictions_loss: 1125.5742 - logcount_predictions_loss: 0.3637 2373/2430 [============================>.] - ETA: 27s - loss: 1142.0852 - logits_profile_predictions_loss: 1125.5742 - logcount_predictions_loss: 0.3637 2374/2430 [============================>.] - ETA: 26s - loss: 1142.0851 - logits_profile_predictions_loss: 1125.5741 - logcount_predictions_loss: 0.3637 2375/2430 [============================>.] - ETA: 26s - loss: 1142.0849 - logits_profile_predictions_loss: 1125.5741 - logcount_predictions_loss: 0.3637 2376/2430 [============================>.] - ETA: 25s - loss: 1142.0848 - logits_profile_predictions_loss: 1125.5740 - logcount_predictions_loss: 0.3637 2377/2430 [============================>.] - ETA: 25s - loss: 1142.0846 - logits_profile_predictions_loss: 1125.5739 - logcount_predictions_loss: 0.3637 2378/2430 [============================>.] - ETA: 24s - loss: 1142.0845 - logits_profile_predictions_loss: 1125.5738 - logcount_predictions_loss: 0.3637 2379/2430 [============================>.] - ETA: 24s - loss: 1142.0843 - logits_profile_predictions_loss: 1125.5738 - logcount_predictions_loss: 0.3637 2380/2430 [============================>.] - ETA: 23s - loss: 1142.0841 - logits_profile_predictions_loss: 1125.5737 - logcount_predictions_loss: 0.3637 2381/2430 [============================>.] - ETA: 23s - loss: 1142.0839 - logits_profile_predictions_loss: 1125.5736 - logcount_predictions_loss: 0.3637 2382/2430 [============================>.] - ETA: 22s - loss: 1142.0837 - logits_profile_predictions_loss: 1125.5735 - logcount_predictions_loss: 0.3637 2383/2430 [============================>.] - ETA: 22s - loss: 1142.0835 - logits_profile_predictions_loss: 1125.5734 - logcount_predictions_loss: 0.3637 2384/2430 [============================>.] - ETA: 21s - loss: 1142.0834 - logits_profile_predictions_loss: 1125.5733 - logcount_predictions_loss: 0.3637 2385/2430 [============================>.] - ETA: 21s - loss: 1142.0832 - logits_profile_predictions_loss: 1125.5732 - logcount_predictions_loss: 0.3637 2386/2430 [============================>.] - ETA: 20s - loss: 1142.0831 - logits_profile_predictions_loss: 1125.5732 - logcount_predictions_loss: 0.3637 2387/2430 [============================>.] - ETA: 20s - loss: 1142.0829 - logits_profile_predictions_loss: 1125.5731 - logcount_predictions_loss: 0.3637 2388/2430 [============================>.] - ETA: 20s - loss: 1142.0828 - logits_profile_predictions_loss: 1125.5731 - logcount_predictions_loss: 0.3636 2389/2430 [============================>.] - ETA: 19s - loss: 1142.0826 - logits_profile_predictions_loss: 1125.5730 - logcount_predictions_loss: 0.3636 2390/2430 [============================>.] - ETA: 19s - loss: 1142.0824 - logits_profile_predictions_loss: 1125.5729 - logcount_predictions_loss: 0.3636 2391/2430 [============================>.] - ETA: 18s - loss: 1142.0822 - logits_profile_predictions_loss: 1125.5728 - logcount_predictions_loss: 0.3636 2392/2430 [============================>.] - ETA: 18s - loss: 1142.0820 - logits_profile_predictions_loss: 1125.5727 - logcount_predictions_loss: 0.3636 2393/2430 [============================>.] - ETA: 17s - loss: 1142.0819 - logits_profile_predictions_loss: 1125.5726 - logcount_predictions_loss: 0.3636 2394/2430 [============================>.] - ETA: 17s - loss: 1142.0817 - logits_profile_predictions_loss: 1125.5725 - logcount_predictions_loss: 0.3636 2395/2430 [============================>.] - ETA: 16s - loss: 1142.0815 - logits_profile_predictions_loss: 1125.5724 - logcount_predictions_loss: 0.3636 2396/2430 [============================>.] - ETA: 16s - loss: 1142.0813 - logits_profile_predictions_loss: 1125.5724 - logcount_predictions_loss: 0.3636 2397/2430 [============================>.] - ETA: 15s - loss: 1142.0812 - logits_profile_predictions_loss: 1125.5723 - logcount_predictions_loss: 0.3636 2398/2430 [============================>.] - ETA: 15s - loss: 1142.0810 - logits_profile_predictions_loss: 1125.5722 - logcount_predictions_loss: 0.3636 2399/2430 [============================>.] - ETA: 14s - loss: 1142.0809 - logits_profile_predictions_loss: 1125.5722 - logcount_predictions_loss: 0.3636 2400/2430 [============================>.] - ETA: 14s - loss: 1142.0807 - logits_profile_predictions_loss: 1125.5721 - logcount_predictions_loss: 0.3636 2401/2430 [============================>.] - ETA: 13s - loss: 1142.0806 - logits_profile_predictions_loss: 1125.5721 - logcount_predictions_loss: 0.3636 2402/2430 [============================>.] - ETA: 13s - loss: 1142.0805 - logits_profile_predictions_loss: 1125.5721 - logcount_predictions_loss: 0.3636 2403/2430 [============================>.] - ETA: 12s - loss: 1142.0804 - logits_profile_predictions_loss: 1125.5721 - logcount_predictions_loss: 0.3636 2404/2430 [============================>.] - ETA: 12s - loss: 1142.0802 - logits_profile_predictions_loss: 1125.5720 - logcount_predictions_loss: 0.3636 2405/2430 [============================>.] - ETA: 11s - loss: 1142.0801 - logits_profile_predictions_loss: 1125.5720 - logcount_predictions_loss: 0.3636 2406/2430 [============================>.] - ETA: 11s - loss: 1142.0800 - logits_profile_predictions_loss: 1125.5720 - logcount_predictions_loss: 0.3636 2407/2430 [============================>.] - ETA: 10s - loss: 1142.0800 - logits_profile_predictions_loss: 1125.5720 - logcount_predictions_loss: 0.3636 2408/2430 [============================>.] - ETA: 10s - loss: 1142.0799 - logits_profile_predictions_loss: 1125.5720 - logcount_predictions_loss: 0.3636 2409/2430 [============================>.] - ETA: 10s - loss: 1142.0798 - logits_profile_predictions_loss: 1125.5720 - logcount_predictions_loss: 0.3636 2410/2430 [============================>.] - ETA: 9s - loss: 1142.0797 - logits_profile_predictions_loss: 1125.5721 - logcount_predictions_loss: 0.3636  2411/2430 [============================>.] - ETA: 9s - loss: 1142.0796 - logits_profile_predictions_loss: 1125.5721 - logcount_predictions_loss: 0.3636 2412/2430 [============================>.] - ETA: 8s - loss: 1142.0796 - logits_profile_predictions_loss: 1125.5721 - logcount_predictions_loss: 0.3636 2413/2430 [============================>.] - ETA: 8s - loss: 1142.0795 - logits_profile_predictions_loss: 1125.5721 - logcount_predictions_loss: 0.3636 2414/2430 [============================>.] - ETA: 7s - loss: 1142.0794 - logits_profile_predictions_loss: 1125.5721 - logcount_predictions_loss: 0.3636 2415/2430 [============================>.] - ETA: 7s - loss: 1142.0793 - logits_profile_predictions_loss: 1125.5721 - logcount_predictions_loss: 0.3636 2416/2430 [============================>.] - ETA: 6s - loss: 1142.0793 - logits_profile_predictions_loss: 1125.5722 - logcount_predictions_loss: 0.3636 2417/2430 [============================>.] - ETA: 6s - loss: 1142.0793 - logits_profile_predictions_loss: 1125.5723 - logcount_predictions_loss: 0.3636 2418/2430 [============================>.] - ETA: 5s - loss: 1142.0792 - logits_profile_predictions_loss: 1125.5723 - logcount_predictions_loss: 0.3636 2419/2430 [============================>.] - ETA: 5s - loss: 1142.0792 - logits_profile_predictions_loss: 1125.5723 - logcount_predictions_loss: 0.3636 2420/2430 [============================>.] - ETA: 4s - loss: 1142.0791 - logits_profile_predictions_loss: 1125.5724 - logcount_predictions_loss: 0.3636 2421/2430 [============================>.] - ETA: 4s - loss: 1142.0791 - logits_profile_predictions_loss: 1125.5725 - logcount_predictions_loss: 0.3636 2422/2430 [============================>.] - ETA: 3s - loss: 1142.0791 - logits_profile_predictions_loss: 1125.5725 - logcount_predictions_loss: 0.3636 2423/2430 [============================>.] - ETA: 3s - loss: 1142.0791 - logits_profile_predictions_loss: 1125.5726 - logcount_predictions_loss: 0.3636 2424/2430 [============================>.] - ETA: 2s - loss: 1142.0791 - logits_profile_predictions_loss: 1125.5728 - logcount_predictions_loss: 0.3636 2425/2430 [============================>.] - ETA: 2s - loss: 1142.0791 - logits_profile_predictions_loss: 1125.5729 - logcount_predictions_loss: 0.3636 2426/2430 [============================>.] - ETA: 1s - loss: 1142.0792 - logits_profile_predictions_loss: 1125.5730 - logcount_predictions_loss: 0.3636 2427/2430 [============================>.] - ETA: 1s - loss: 1142.0792 - logits_profile_predictions_loss: 1125.5731 - logcount_predictions_loss: 0.3636 2428/2430 [============================>.] - ETA: 0s - loss: 1142.0792 - logits_profile_predictions_loss: 1125.5733 - logcount_predictions_loss: 0.3636 2429/2430 [============================>.] - ETA: 0s - loss: 1142.0793 - logits_profile_predictions_loss: 1125.5734 - logcount_predictions_loss: 0.3636 2430/2430 [==============================] - ETA: 0s - loss: 1142.0793 - logits_profile_predictions_loss: 1125.5735 - logcount_predictions_loss: 0.3636 2430/2430 [==============================] - 1201s 494ms/step - loss: 1142.0793 - logits_profile_predictions_loss: 1125.5737 - logcount_predictions_loss: 0.3636 - val_loss: 1127.5736 - val_logits_profile_predictions_loss: 1113.7383 - val_logcount_predictions_loss: 0.3047 Epoch 00003: val_loss improved from 1148.82593 to 1127.57361, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR818JGZ//chrombppnet_model_encsr880cub_bias_fold_3/chrombpnet.h5 Epoch 4/50 1/2430 [..............................] - ETA: 20:43 - loss: 1170.8163 - logits_profile_predictions_loss: 1157.7598 - logcount_predictions_loss: 0.2876 2/2430 [..............................] - ETA: 19:06 - loss: 1157.4174 - logits_profile_predictions_loss: 1144.6077 - logcount_predictions_loss: 0.2822 3/2430 [..............................] - ETA: 18:59 - loss: 1138.2275 - logits_profile_predictions_loss: 1125.7090 - logcount_predictions_loss: 0.2757 4/2430 [..............................] - ETA: 18:59 - loss: 1128.9367 - logits_profile_predictions_loss: 1115.7832 - logcount_predictions_loss: 0.2897 5/2430 [..............................] - ETA: 18:59 - loss: 1120.7814 - logits_profile_predictions_loss: 1107.2120 - logcount_predictions_loss: 0.2989 6/2430 [..............................] - ETA: 19:01 - loss: 1118.9118 - logits_profile_predictions_loss: 1104.8186 - logcount_predictions_loss: 0.3104 7/2430 [..............................] - ETA: 19:01 - loss: 1117.5205 - logits_profile_predictions_loss: 1102.9795 - logcount_predictions_loss: 0.3203 8/2430 [..............................] - ETA: 19:02 - loss: 1116.8003 - logits_profile_predictions_loss: 1102.0118 - logcount_predictions_loss: 0.3257 9/2430 [..............................] - ETA: 19:01 - loss: 1115.2895 - logits_profile_predictions_loss: 1100.3557 - logcount_predictions_loss: 0.3289 10/2430 [..............................] - ETA: 19:01 - loss: 1115.3155 - logits_profile_predictions_loss: 1100.2508 - logcount_predictions_loss: 0.3318 11/2430 [..............................] - ETA: 19:01 - loss: 1116.5659 - logits_profile_predictions_loss: 1101.4026 - logcount_predictions_loss: 0.3340 12/2430 [..............................] - ETA: 19:02 - loss: 1117.9054 - logits_profile_predictions_loss: 1102.6332 - logcount_predictions_loss: 0.3364 13/2430 [..............................] - ETA: 19:01 - loss: 1119.3322 - logits_profile_predictions_loss: 1104.0047 - logcount_predictions_loss: 0.3376 14/2430 [..............................] - ETA: 19:01 - loss: 1120.5295 - logits_profile_predictions_loss: 1105.1512 - logcount_predictions_loss: 0.3387 15/2430 [..............................] - ETA: 19:00 - loss: 1121.1115 - logits_profile_predictions_loss: 1105.6905 - logcount_predictions_loss: 0.3397 16/2430 [..............................] - ETA: 19:00 - loss: 1121.9384 - logits_profile_predictions_loss: 1106.4668 - logcount_predictions_loss: 0.3408 17/2430 [..............................] - ETA: 19:00 - loss: 1122.9815 - logits_profile_predictions_loss: 1107.4670 - logcount_predictions_loss: 0.3417 18/2430 [..............................] - ETA: 19:00 - loss: 1123.9819 - logits_profile_predictions_loss: 1108.4168 - logcount_predictions_loss: 0.3428 19/2430 [..............................] - ETA: 19:00 - loss: 1125.4149 - logits_profile_predictions_loss: 1109.7836 - logcount_predictions_loss: 0.3443 20/2430 [..............................] - ETA: 18:59 - loss: 1126.4893 - logits_profile_predictions_loss: 1110.7926 - logcount_predictions_loss: 0.3457 21/2430 [..............................] - ETA: 18:59 - loss: 1127.1422 - logits_profile_predictions_loss: 1111.3944 - logcount_predictions_loss: 0.3469 22/2430 [..............................] - ETA: 18:59 - loss: 1127.8571 - logits_profile_predictions_loss: 1112.0570 - logcount_predictions_loss: 0.3480 23/2430 [..............................] - ETA: 18:59 - loss: 1128.9650 - logits_profile_predictions_loss: 1113.1104 - logcount_predictions_loss: 0.3492 24/2430 [..............................] - ETA: 18:58 - loss: 1129.7491 - logits_profile_predictions_loss: 1113.8382 - logcount_predictions_loss: 0.3505 25/2430 [..............................] - ETA: 18:58 - loss: 1130.7246 - logits_profile_predictions_loss: 1114.7707 - logcount_predictions_loss: 0.3514 26/2430 [..............................] - ETA: 18:57 - loss: 1131.6164 - logits_profile_predictions_loss: 1115.6192 - logcount_predictions_loss: 0.3524 27/2430 [..............................] - ETA: 18:57 - loss: 1132.4821 - logits_profile_predictions_loss: 1116.4471 - logcount_predictions_loss: 0.3532 28/2430 [..............................] - ETA: 18:57 - loss: 1133.2637 - logits_profile_predictions_loss: 1117.2012 - 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- logcount_predictions_loss: 0.3522 390/2430 [===>..........................] - ETA: 16:12 - loss: 1133.4672 - logits_profile_predictions_loss: 1117.4756 - logcount_predictions_loss: 0.3522 391/2430 [===>..........................] - ETA: 16:11 - loss: 1133.4731 - logits_profile_predictions_loss: 1117.4820 - logcount_predictions_loss: 0.3522 392/2430 [===>..........................] - ETA: 16:11 - loss: 1133.4780 - logits_profile_predictions_loss: 1117.4874 - logcount_predictions_loss: 0.3522 393/2430 [===>..........................] - ETA: 16:10 - loss: 1133.4829 - logits_profile_predictions_loss: 1117.4926 - logcount_predictions_loss: 0.3522 394/2430 [===>..........................] - ETA: 16:10 - loss: 1133.4868 - logits_profile_predictions_loss: 1117.4971 - logcount_predictions_loss: 0.3522 395/2430 [===>..........................] - ETA: 16:09 - loss: 1133.4894 - logits_profile_predictions_loss: 1117.5001 - logcount_predictions_loss: 0.3522 396/2430 [===>..........................] - ETA: 16:09 - loss: 1133.4915 - logits_profile_predictions_loss: 1117.5027 - logcount_predictions_loss: 0.3522 397/2430 [===>..........................] - ETA: 16:08 - loss: 1133.4932 - logits_profile_predictions_loss: 1117.5048 - logcount_predictions_loss: 0.3522 398/2430 [===>..........................] - ETA: 16:08 - loss: 1133.4951 - logits_profile_predictions_loss: 1117.5073 - logcount_predictions_loss: 0.3522 399/2430 [===>..........................] - ETA: 16:08 - loss: 1133.4955 - logits_profile_predictions_loss: 1117.5082 - logcount_predictions_loss: 0.3521 400/2430 [===>..........................] - ETA: 16:07 - loss: 1133.4957 - logits_profile_predictions_loss: 1117.5089 - logcount_predictions_loss: 0.3521 401/2430 [===>..........................] - ETA: 16:07 - loss: 1133.4961 - logits_profile_predictions_loss: 1117.5098 - logcount_predictions_loss: 0.3521 402/2430 [===>..........................] - ETA: 16:06 - loss: 1133.4959 - 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0.3520 409/2430 [====>.........................] - ETA: 16:03 - loss: 1133.5020 - logits_profile_predictions_loss: 1117.5192 - logcount_predictions_loss: 0.3520 410/2430 [====>.........................] - ETA: 16:02 - loss: 1133.5022 - logits_profile_predictions_loss: 1117.5197 - logcount_predictions_loss: 0.3520 411/2430 [====>.........................] - ETA: 16:02 - loss: 1133.5015 - logits_profile_predictions_loss: 1117.5194 - logcount_predictions_loss: 0.3520 412/2430 [====>.........................] - ETA: 16:01 - loss: 1133.5004 - logits_profile_predictions_loss: 1117.5188 - logcount_predictions_loss: 0.3520 413/2430 [====>.........................] - ETA: 16:01 - loss: 1133.4987 - logits_profile_predictions_loss: 1117.5174 - logcount_predictions_loss: 0.3520 414/2430 [====>.........................] - ETA: 16:00 - loss: 1133.4967 - logits_profile_predictions_loss: 1117.5158 - logcount_predictions_loss: 0.3520 415/2430 [====>.........................] - ETA: 16:00 - loss: 1133.4954 - logits_profile_predictions_loss: 1117.5148 - logcount_predictions_loss: 0.3520 416/2430 [====>.........................] - ETA: 16:00 - loss: 1133.4932 - logits_profile_predictions_loss: 1117.5130 - logcount_predictions_loss: 0.3520 417/2430 [====>.........................] - ETA: 15:59 - loss: 1133.4908 - logits_profile_predictions_loss: 1117.5109 - logcount_predictions_loss: 0.3520 418/2430 [====>.........................] - ETA: 15:59 - loss: 1133.4879 - logits_profile_predictions_loss: 1117.5083 - logcount_predictions_loss: 0.3520 419/2430 [====>.........................] - ETA: 15:58 - loss: 1133.4850 - logits_profile_predictions_loss: 1117.5058 - logcount_predictions_loss: 0.3520 420/2430 [====>.........................] - ETA: 15:58 - loss: 1133.4828 - logits_profile_predictions_loss: 1117.5040 - logcount_predictions_loss: 0.3520 421/2430 [====>.........................] - ETA: 15:57 - loss: 1133.4806 - logits_profile_predictions_loss: 1117.5021 - logcount_predictions_loss: 0.3519 422/2430 [====>.........................] - ETA: 15:57 - loss: 1133.4788 - logits_profile_predictions_loss: 1117.5007 - logcount_predictions_loss: 0.3519 423/2430 [====>.........................] - ETA: 15:56 - loss: 1133.4770 - logits_profile_predictions_loss: 1117.4993 - logcount_predictions_loss: 0.3519 424/2430 [====>.........................] - ETA: 15:56 - loss: 1133.4752 - logits_profile_predictions_loss: 1117.4978 - logcount_predictions_loss: 0.3519 425/2430 [====>.........................] - ETA: 15:55 - loss: 1133.4738 - logits_profile_predictions_loss: 1117.4968 - logcount_predictions_loss: 0.3519 426/2430 [====>.........................] - ETA: 15:55 - loss: 1133.4723 - logits_profile_predictions_loss: 1117.4957 - logcount_predictions_loss: 0.3519 427/2430 [====>.........................] - ETA: 15:54 - loss: 1133.4701 - logits_profile_predictions_loss: 1117.4938 - logcount_predictions_loss: 0.3519 428/2430 [====>.........................] - ETA: 15:54 - loss: 1133.4665 - logits_profile_predictions_loss: 1117.4906 - logcount_predictions_loss: 0.3519 429/2430 [====>.........................] - ETA: 15:53 - loss: 1133.4622 - logits_profile_predictions_loss: 1117.4867 - logcount_predictions_loss: 0.3519 430/2430 [====>.........................] - ETA: 15:53 - loss: 1133.4577 - logits_profile_predictions_loss: 1117.4824 - logcount_predictions_loss: 0.3519 431/2430 [====>.........................] - ETA: 15:52 - loss: 1133.4544 - logits_profile_predictions_loss: 1117.4796 - logcount_predictions_loss: 0.3519 432/2430 [====>.........................] - ETA: 15:52 - loss: 1133.4501 - logits_profile_predictions_loss: 1117.4756 - logcount_predictions_loss: 0.3519 433/2430 [====>.........................] - ETA: 15:51 - loss: 1133.4463 - logits_profile_predictions_loss: 1117.4722 - logcount_predictions_loss: 0.3518 434/2430 [====>.........................] - ETA: 15:51 - loss: 1133.4426 - logits_profile_predictions_loss: 1117.4689 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logcount_predictions_loss: 0.3445 2361/2430 [============================>.] - ETA: 32s - loss: 1133.3677 - logits_profile_predictions_loss: 1117.7253 - logcount_predictions_loss: 0.3445 2362/2430 [============================>.] - ETA: 32s - loss: 1133.3671 - logits_profile_predictions_loss: 1117.7248 - logcount_predictions_loss: 0.3445 2363/2430 [============================>.] - ETA: 31s - loss: 1133.3666 - logits_profile_predictions_loss: 1117.7243 - logcount_predictions_loss: 0.3445 2364/2430 [============================>.] - ETA: 31s - loss: 1133.3660 - logits_profile_predictions_loss: 1117.7238 - logcount_predictions_loss: 0.3445 2365/2430 [============================>.] - ETA: 31s - loss: 1133.3654 - logits_profile_predictions_loss: 1117.7233 - logcount_predictions_loss: 0.3445 2366/2430 [============================>.] - ETA: 30s - loss: 1133.3649 - logits_profile_predictions_loss: 1117.7229 - logcount_predictions_loss: 0.3445 2367/2430 [============================>.] - 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ETA: 23s - loss: 1133.3560 - logits_profile_predictions_loss: 1117.7151 - logcount_predictions_loss: 0.3445 2381/2430 [============================>.] - ETA: 23s - loss: 1133.3554 - logits_profile_predictions_loss: 1117.7145 - logcount_predictions_loss: 0.3445 2382/2430 [============================>.] - ETA: 22s - loss: 1133.3547 - logits_profile_predictions_loss: 1117.7140 - logcount_predictions_loss: 0.3445 2383/2430 [============================>.] - ETA: 22s - loss: 1133.3541 - logits_profile_predictions_loss: 1117.7135 - logcount_predictions_loss: 0.3445 2384/2430 [============================>.] - ETA: 21s - loss: 1133.3535 - logits_profile_predictions_loss: 1117.7129 - logcount_predictions_loss: 0.3445 2385/2430 [============================>.] - ETA: 21s - loss: 1133.3529 - logits_profile_predictions_loss: 1117.7124 - logcount_predictions_loss: 0.3445 2386/2430 [============================>.] - ETA: 20s - loss: 1133.3523 - logits_profile_predictions_loss: 1117.7118 - logcount_predictions_loss: 0.3445 2387/2430 [============================>.] - ETA: 20s - loss: 1133.3516 - logits_profile_predictions_loss: 1117.7113 - logcount_predictions_loss: 0.3445 2388/2430 [============================>.] - ETA: 20s - loss: 1133.3510 - logits_profile_predictions_loss: 1117.7108 - logcount_predictions_loss: 0.3445 2389/2430 [============================>.] - ETA: 19s - loss: 1133.3504 - logits_profile_predictions_loss: 1117.7102 - logcount_predictions_loss: 0.3445 2390/2430 [============================>.] - ETA: 19s - loss: 1133.3498 - logits_profile_predictions_loss: 1117.7098 - logcount_predictions_loss: 0.3445 2391/2430 [============================>.] - ETA: 18s - loss: 1133.3493 - logits_profile_predictions_loss: 1117.7093 - logcount_predictions_loss: 0.3445 2392/2430 [============================>.] - ETA: 18s - loss: 1133.3487 - logits_profile_predictions_loss: 1117.7088 - logcount_predictions_loss: 0.3445 2393/2430 [============================>.] - ETA: 17s - loss: 1133.3481 - logits_profile_predictions_loss: 1117.7083 - logcount_predictions_loss: 0.3445 2394/2430 [============================>.] - ETA: 17s - loss: 1133.3476 - logits_profile_predictions_loss: 1117.7078 - logcount_predictions_loss: 0.3445 2395/2430 [============================>.] - ETA: 16s - loss: 1133.3470 - logits_profile_predictions_loss: 1117.7074 - logcount_predictions_loss: 0.3445 2396/2430 [============================>.] - ETA: 16s - loss: 1133.3465 - logits_profile_predictions_loss: 1117.7069 - logcount_predictions_loss: 0.3445 2397/2430 [============================>.] - ETA: 15s - loss: 1133.3459 - logits_profile_predictions_loss: 1117.7064 - logcount_predictions_loss: 0.3445 2398/2430 [============================>.] - ETA: 15s - loss: 1133.3454 - logits_profile_predictions_loss: 1117.7060 - logcount_predictions_loss: 0.3445 2399/2430 [============================>.] - ETA: 14s - loss: 1133.3449 - logits_profile_predictions_loss: 1117.7055 - logcount_predictions_loss: 0.3445 2400/2430 [============================>.] - ETA: 14s - loss: 1133.3443 - logits_profile_predictions_loss: 1117.7051 - logcount_predictions_loss: 0.3445 2401/2430 [============================>.] - ETA: 13s - loss: 1133.3438 - logits_profile_predictions_loss: 1117.7046 - logcount_predictions_loss: 0.3445 2402/2430 [============================>.] - ETA: 13s - loss: 1133.3433 - logits_profile_predictions_loss: 1117.7042 - logcount_predictions_loss: 0.3445 2403/2430 [============================>.] - ETA: 12s - loss: 1133.3427 - logits_profile_predictions_loss: 1117.7037 - logcount_predictions_loss: 0.3445 2404/2430 [============================>.] - ETA: 12s - loss: 1133.3422 - logits_profile_predictions_loss: 1117.7033 - logcount_predictions_loss: 0.3444 2405/2430 [============================>.] - ETA: 11s - loss: 1133.3417 - logits_profile_predictions_loss: 1117.7028 - logcount_predictions_loss: 0.3444 2406/2430 [============================>.] - ETA: 11s - loss: 1133.3412 - logits_profile_predictions_loss: 1117.7024 - logcount_predictions_loss: 0.3444 2407/2430 [============================>.] - ETA: 10s - loss: 1133.3407 - logits_profile_predictions_loss: 1117.7020 - logcount_predictions_loss: 0.3444 2408/2430 [============================>.] - ETA: 10s - loss: 1133.3402 - logits_profile_predictions_loss: 1117.7015 - logcount_predictions_loss: 0.3444 2409/2430 [============================>.] - ETA: 10s - loss: 1133.3397 - logits_profile_predictions_loss: 1117.7011 - logcount_predictions_loss: 0.3444 2410/2430 [============================>.] - ETA: 9s - loss: 1133.3391 - logits_profile_predictions_loss: 1117.7007 - logcount_predictions_loss: 0.3444  2411/2430 [============================>.] - ETA: 9s - loss: 1133.3386 - logits_profile_predictions_loss: 1117.7002 - logcount_predictions_loss: 0.3444 2412/2430 [============================>.] - ETA: 8s - loss: 1133.3381 - logits_profile_predictions_loss: 1117.6998 - logcount_predictions_loss: 0.3444 2413/2430 [============================>.] - ETA: 8s - loss: 1133.3376 - logits_profile_predictions_loss: 1117.6994 - logcount_predictions_loss: 0.3444 2414/2430 [============================>.] - ETA: 7s - loss: 1133.3371 - logits_profile_predictions_loss: 1117.6989 - logcount_predictions_loss: 0.3444 2415/2430 [============================>.] - ETA: 7s - loss: 1133.3366 - logits_profile_predictions_loss: 1117.6985 - logcount_predictions_loss: 0.3444 2416/2430 [============================>.] - ETA: 6s - loss: 1133.3360 - logits_profile_predictions_loss: 1117.6981 - logcount_predictions_loss: 0.3444 2417/2430 [============================>.] - ETA: 6s - loss: 1133.3355 - logits_profile_predictions_loss: 1117.6976 - logcount_predictions_loss: 0.3444 2418/2430 [============================>.] - ETA: 5s - loss: 1133.3350 - logits_profile_predictions_loss: 1117.6971 - logcount_predictions_loss: 0.3444 2419/2430 [============================>.] - ETA: 5s - loss: 1133.3344 - logits_profile_predictions_loss: 1117.6966 - logcount_predictions_loss: 0.3444 2420/2430 [============================>.] - ETA: 4s - loss: 1133.3338 - logits_profile_predictions_loss: 1117.6961 - logcount_predictions_loss: 0.3444 2421/2430 [============================>.] - ETA: 4s - loss: 1133.3333 - logits_profile_predictions_loss: 1117.6956 - logcount_predictions_loss: 0.3444 2422/2430 [============================>.] - ETA: 3s - loss: 1133.3327 - logits_profile_predictions_loss: 1117.6952 - logcount_predictions_loss: 0.3444 2423/2430 [============================>.] - ETA: 3s - loss: 1133.3321 - logits_profile_predictions_loss: 1117.6947 - logcount_predictions_loss: 0.3444 2424/2430 [============================>.] - ETA: 2s - loss: 1133.3316 - logits_profile_predictions_loss: 1117.6942 - logcount_predictions_loss: 0.3444 2425/2430 [============================>.] - ETA: 2s - loss: 1133.3310 - logits_profile_predictions_loss: 1117.6937 - logcount_predictions_loss: 0.3444 2426/2430 [============================>.] - ETA: 1s - loss: 1133.3305 - logits_profile_predictions_loss: 1117.6932 - logcount_predictions_loss: 0.3444 2427/2430 [============================>.] - ETA: 1s - loss: 1133.3299 - logits_profile_predictions_loss: 1117.6928 - logcount_predictions_loss: 0.3444 2428/2430 [============================>.] - ETA: 0s - loss: 1133.3294 - logits_profile_predictions_loss: 1117.6923 - logcount_predictions_loss: 0.3444 2429/2430 [============================>.] - ETA: 0s - loss: 1133.3289 - logits_profile_predictions_loss: 1117.6919 - logcount_predictions_loss: 0.3444 2430/2430 [==============================] - ETA: 0s - loss: 1133.3283 - logits_profile_predictions_loss: 1117.6914 - logcount_predictions_loss: 0.3444 2430/2430 [==============================] - 1200s 494ms/step - loss: 1133.3278 - logits_profile_predictions_loss: 1117.6909 - logcount_predictions_loss: 0.3444 - val_loss: 1139.0353 - val_logits_profile_predictions_loss: 1125.9187 - val_logcount_predictions_loss: 0.2889 Epoch 00004: val_loss did not improve from 1127.57361 Epoch 5/50 1/2430 [..............................] - ETA: 20:36 - loss: 1015.0138 - logits_profile_predictions_loss: 996.6196 - logcount_predictions_loss: 0.4052 2/2430 [..............................] - ETA: 19:07 - loss: 1073.6121 - logits_profile_predictions_loss: 1056.4905 - logcount_predictions_loss: 0.3771 3/2430 [..............................] - ETA: 19:04 - loss: 1073.7279 - logits_profile_predictions_loss: 1057.2870 - logcount_predictions_loss: 0.3621 4/2430 [..............................] - ETA: 19:06 - loss: 1078.3121 - logits_profile_predictions_loss: 1062.4384 - logcount_predictions_loss: 0.3496 5/2430 [..............................] - ETA: 19:02 - loss: 1083.2157 - logits_profile_predictions_loss: 1067.8207 - logcount_predictions_loss: 0.3391 6/2430 [..............................] - ETA: 19:00 - loss: 1087.6771 - logits_profile_predictions_loss: 1072.6610 - logcount_predictions_loss: 0.3308 7/2430 [..............................] - ETA: 19:02 - loss: 1090.7086 - logits_profile_predictions_loss: 1076.0265 - logcount_predictions_loss: 0.3234 8/2430 [..............................] - ETA: 19:01 - loss: 1092.7891 - logits_profile_predictions_loss: 1078.3497 - logcount_predictions_loss: 0.3180 9/2430 [..............................] - ETA: 19:02 - loss: 1095.2166 - logits_profile_predictions_loss: 1080.9223 - logcount_predictions_loss: 0.3149 10/2430 [..............................] - ETA: 19:01 - loss: 1096.8590 - logits_profile_predictions_loss: 1082.6471 - logcount_predictions_loss: 0.3130 11/2430 [..............................] - ETA: 19:01 - loss: 1097.7534 - logits_profile_predictions_loss: 1083.5710 - logcount_predictions_loss: 0.3124 12/2430 [..............................] - ETA: 19:01 - loss: 1098.5850 - logits_profile_predictions_loss: 1084.4168 - logcount_predictions_loss: 0.3121 13/2430 [..............................] - ETA: 19:00 - loss: 1098.9897 - logits_profile_predictions_loss: 1084.8446 - logcount_predictions_loss: 0.3116 14/2430 [..............................] - ETA: 19:01 - loss: 1098.8384 - logits_profile_predictions_loss: 1084.6971 - logcount_predictions_loss: 0.3115 15/2430 [..............................] - ETA: 19:00 - loss: 1098.3921 - logits_profile_predictions_loss: 1084.2495 - logcount_predictions_loss: 0.3115 16/2430 [..............................] - ETA: 18:59 - loss: 1098.0168 - logits_profile_predictions_loss: 1083.8739 - logcount_predictions_loss: 0.3115 17/2430 [..............................] - ETA: 18:59 - loss: 1097.7562 - logits_profile_predictions_loss: 1083.6056 - logcount_predictions_loss: 0.3117 18/2430 [..............................] - ETA: 18:58 - loss: 1097.4119 - logits_profile_predictions_loss: 1083.2574 - logcount_predictions_loss: 0.3118 19/2430 [..............................] - ETA: 18:59 - loss: 1097.6694 - 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26/2430 [..............................] - ETA: 18:56 - loss: 1099.0911 - logits_profile_predictions_loss: 1085.0140 - logcount_predictions_loss: 0.3101 27/2430 [..............................] - ETA: 18:55 - loss: 1099.0274 - logits_profile_predictions_loss: 1084.9687 - logcount_predictions_loss: 0.3097 28/2430 [..............................] - ETA: 18:55 - loss: 1098.9460 - logits_profile_predictions_loss: 1084.8952 - logcount_predictions_loss: 0.3095 29/2430 [..............................] - ETA: 18:55 - loss: 1098.8420 - logits_profile_predictions_loss: 1084.7947 - logcount_predictions_loss: 0.3094 30/2430 [..............................] - ETA: 18:54 - loss: 1098.7773 - logits_profile_predictions_loss: 1084.7289 - logcount_predictions_loss: 0.3094 31/2430 [..............................] - ETA: 18:54 - loss: 1098.5904 - logits_profile_predictions_loss: 1084.5441 - logcount_predictions_loss: 0.3094 32/2430 [..............................] - ETA: 18:54 - loss: 1098.5155 - 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- ETA: 16:03 - loss: 1120.9524 - logits_profile_predictions_loss: 1106.6946 - logcount_predictions_loss: 0.3141 407/2430 [====>.........................] - ETA: 16:02 - loss: 1120.9639 - logits_profile_predictions_loss: 1106.7060 - logcount_predictions_loss: 0.3141 408/2430 [====>.........................] - ETA: 16:02 - loss: 1120.9756 - logits_profile_predictions_loss: 1106.7175 - logcount_predictions_loss: 0.3141 409/2430 [====>.........................] - ETA: 16:02 - loss: 1120.9866 - logits_profile_predictions_loss: 1106.7282 - logcount_predictions_loss: 0.3141 410/2430 [====>.........................] - ETA: 16:01 - loss: 1120.9972 - logits_profile_predictions_loss: 1106.7386 - logcount_predictions_loss: 0.3141 411/2430 [====>.........................] - ETA: 16:01 - loss: 1121.0071 - logits_profile_predictions_loss: 1106.7483 - logcount_predictions_loss: 0.3141 412/2430 [====>.........................] - ETA: 16:00 - loss: 1121.0172 - logits_profile_predictions_loss: 1106.7581 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[====>.........................] - ETA: 15:57 - loss: 1121.0870 - logits_profile_predictions_loss: 1106.8264 - logcount_predictions_loss: 0.3141 420/2430 [====>.........................] - ETA: 15:56 - loss: 1121.0973 - logits_profile_predictions_loss: 1106.8365 - logcount_predictions_loss: 0.3141 421/2430 [====>.........................] - ETA: 15:56 - loss: 1121.1081 - logits_profile_predictions_loss: 1106.8471 - logcount_predictions_loss: 0.3141 422/2430 [====>.........................] - ETA: 15:55 - loss: 1121.1192 - logits_profile_predictions_loss: 1106.8580 - logcount_predictions_loss: 0.3141 423/2430 [====>.........................] - ETA: 15:55 - loss: 1121.1301 - logits_profile_predictions_loss: 1106.8686 - logcount_predictions_loss: 0.3141 424/2430 [====>.........................] - ETA: 15:54 - loss: 1121.1410 - logits_profile_predictions_loss: 1106.8794 - logcount_predictions_loss: 0.3141 425/2430 [====>.........................] - ETA: 15:54 - loss: 1121.1521 - 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logcount_predictions_loss: 0.3173 2384/2430 [============================>.] - ETA: 21s - loss: 1124.1085 - logits_profile_predictions_loss: 1109.7044 - logcount_predictions_loss: 0.3173 2385/2430 [============================>.] - ETA: 21s - loss: 1124.1087 - logits_profile_predictions_loss: 1109.7046 - logcount_predictions_loss: 0.3173 2386/2430 [============================>.] - ETA: 20s - loss: 1124.1090 - logits_profile_predictions_loss: 1109.7049 - logcount_predictions_loss: 0.3173 2387/2430 [============================>.] - ETA: 20s - loss: 1124.1093 - logits_profile_predictions_loss: 1109.7051 - logcount_predictions_loss: 0.3173 2388/2430 [============================>.] - ETA: 20s - loss: 1124.1095 - logits_profile_predictions_loss: 1109.7054 - logcount_predictions_loss: 0.3173 2389/2430 [============================>.] - ETA: 19s - loss: 1124.1098 - logits_profile_predictions_loss: 1109.7056 - logcount_predictions_loss: 0.3173 2390/2430 [============================>.] - 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- loss: 1124.1145 - logits_profile_predictions_loss: 1109.7104 - logcount_predictions_loss: 0.3173 2417/2430 [============================>.] - ETA: 6s - loss: 1124.1146 - logits_profile_predictions_loss: 1109.7105 - logcount_predictions_loss: 0.3173 2418/2430 [============================>.] - ETA: 5s - loss: 1124.1146 - logits_profile_predictions_loss: 1109.7105 - logcount_predictions_loss: 0.3173 2419/2430 [============================>.] - ETA: 5s - loss: 1124.1146 - logits_profile_predictions_loss: 1109.7106 - logcount_predictions_loss: 0.3173 2420/2430 [============================>.] - ETA: 4s - loss: 1124.1147 - logits_profile_predictions_loss: 1109.7107 - logcount_predictions_loss: 0.3173 2421/2430 [============================>.] - ETA: 4s - loss: 1124.1148 - logits_profile_predictions_loss: 1109.7107 - logcount_predictions_loss: 0.3173 2422/2430 [============================>.] - ETA: 3s - loss: 1124.1149 - logits_profile_predictions_loss: 1109.7108 - logcount_predictions_loss: 0.3173 2423/2430 [============================>.] - ETA: 3s - loss: 1124.1149 - logits_profile_predictions_loss: 1109.7109 - logcount_predictions_loss: 0.3173 2424/2430 [============================>.] - ETA: 2s - loss: 1124.1150 - logits_profile_predictions_loss: 1109.7109 - logcount_predictions_loss: 0.3173 2425/2430 [============================>.] - ETA: 2s - loss: 1124.1150 - logits_profile_predictions_loss: 1109.7110 - logcount_predictions_loss: 0.3173 2426/2430 [============================>.] - ETA: 1s - loss: 1124.1151 - logits_profile_predictions_loss: 1109.7110 - logcount_predictions_loss: 0.3173 2427/2430 [============================>.] - ETA: 1s - loss: 1124.1151 - logits_profile_predictions_loss: 1109.7111 - logcount_predictions_loss: 0.3173 2428/2430 [============================>.] - ETA: 0s - loss: 1124.1152 - logits_profile_predictions_loss: 1109.7112 - logcount_predictions_loss: 0.3173 2429/2430 [============================>.] - ETA: 0s - loss: 1124.1153 - logits_profile_predictions_loss: 1109.7113 - logcount_predictions_loss: 0.3173 2430/2430 [==============================] - ETA: 0s - loss: 1124.1154 - logits_profile_predictions_loss: 1109.7114 - logcount_predictions_loss: 0.3173 2430/2430 [==============================] - 1199s 493ms/step - loss: 1124.1155 - logits_profile_predictions_loss: 1109.7115 - logcount_predictions_loss: 0.3173 - val_loss: 1132.6038 - val_logits_profile_predictions_loss: 1118.8456 - val_logcount_predictions_loss: 0.3030 Epoch 00005: val_loss did not improve from 1127.57361 Epoch 6/50 1/2430 [..............................] - ETA: 20:41 - loss: 1038.0299 - logits_profile_predictions_loss: 1024.6375 - logcount_predictions_loss: 0.2950 2/2430 [..............................] - ETA: 19:05 - loss: 1049.0262 - logits_profile_predictions_loss: 1034.8807 - logcount_predictions_loss: 0.3116 3/2430 [..............................] - ETA: 19:00 - loss: 1039.3921 - logits_profile_predictions_loss: 1024.3790 - logcount_predictions_loss: 0.3307 4/2430 [..............................] - ETA: 18:58 - loss: 1027.9874 - logits_profile_predictions_loss: 1012.8805 - logcount_predictions_loss: 0.3328 5/2430 [..............................] - ETA: 18:58 - loss: 1022.9908 - logits_profile_predictions_loss: 1007.9622 - logcount_predictions_loss: 0.3310 6/2430 [..............................] - ETA: 19:01 - loss: 1022.8681 - logits_profile_predictions_loss: 1008.0139 - logcount_predictions_loss: 0.3272 7/2430 [..............................] - ETA: 19:00 - loss: 1025.1907 - logits_profile_predictions_loss: 1010.4686 - logcount_predictions_loss: 0.3243 8/2430 [..............................] - ETA: 19:01 - loss: 1029.0613 - logits_profile_predictions_loss: 1014.4127 - logcount_predictions_loss: 0.3227 9/2430 [..............................] - ETA: 18:59 - loss: 1033.9455 - logits_profile_predictions_loss: 1019.3130 - logcount_predictions_loss: 0.3223 10/2430 [..............................] - 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ETA: 10s - loss: 1112.5443 - logits_profile_predictions_loss: 1098.6808 - logcount_predictions_loss: 0.3054 2408/2430 [============================>.] - ETA: 10s - loss: 1112.5462 - logits_profile_predictions_loss: 1098.6827 - logcount_predictions_loss: 0.3054 2409/2430 [============================>.] - ETA: 9s - loss: 1112.5481 - logits_profile_predictions_loss: 1098.6846 - logcount_predictions_loss: 0.3054  2410/2430 [============================>.] - ETA: 9s - loss: 1112.5500 - logits_profile_predictions_loss: 1098.6865 - logcount_predictions_loss: 0.3054 2411/2430 [============================>.] - ETA: 9s - loss: 1112.5518 - logits_profile_predictions_loss: 1098.6884 - logcount_predictions_loss: 0.3054 2412/2430 [============================>.] - ETA: 8s - loss: 1112.5537 - logits_profile_predictions_loss: 1098.6904 - logcount_predictions_loss: 0.3054 2413/2430 [============================>.] - ETA: 8s - loss: 1112.5556 - logits_profile_predictions_loss: 1098.6923 - logcount_predictions_loss: 0.3054 2414/2430 [============================>.] - ETA: 7s - loss: 1112.5576 - logits_profile_predictions_loss: 1098.6942 - logcount_predictions_loss: 0.3054 2415/2430 [============================>.] - ETA: 7s - loss: 1112.5595 - logits_profile_predictions_loss: 1098.6962 - logcount_predictions_loss: 0.3054 2416/2430 [============================>.] - ETA: 6s - loss: 1112.5614 - logits_profile_predictions_loss: 1098.6981 - logcount_predictions_loss: 0.3054 2417/2430 [============================>.] - ETA: 6s - loss: 1112.5633 - logits_profile_predictions_loss: 1098.7001 - logcount_predictions_loss: 0.3054 2418/2430 [============================>.] - ETA: 5s - loss: 1112.5653 - logits_profile_predictions_loss: 1098.7021 - logcount_predictions_loss: 0.3054 2419/2430 [============================>.] - ETA: 5s - loss: 1112.5672 - logits_profile_predictions_loss: 1098.7040 - logcount_predictions_loss: 0.3054 2420/2430 [============================>.] - ETA: 4s - loss: 1112.5692 - logits_profile_predictions_loss: 1098.7061 - logcount_predictions_loss: 0.3054 2421/2430 [============================>.] - ETA: 4s - loss: 1112.5712 - logits_profile_predictions_loss: 1098.7081 - logcount_predictions_loss: 0.3054 2422/2430 [============================>.] - ETA: 3s - loss: 1112.5732 - logits_profile_predictions_loss: 1098.7101 - logcount_predictions_loss: 0.3054 2423/2430 [============================>.] - ETA: 3s - loss: 1112.5752 - logits_profile_predictions_loss: 1098.7122 - logcount_predictions_loss: 0.3054 2424/2430 [============================>.] - ETA: 2s - loss: 1112.5772 - logits_profile_predictions_loss: 1098.7142 - logcount_predictions_loss: 0.3054 2425/2430 [============================>.] - ETA: 2s - loss: 1112.5792 - logits_profile_predictions_loss: 1098.7162 - logcount_predictions_loss: 0.3054 2426/2430 [============================>.] - ETA: 1s - loss: 1112.5812 - logits_profile_predictions_loss: 1098.7182 - logcount_predictions_loss: 0.3054 2427/2430 [============================>.] - ETA: 1s - loss: 1112.5831 - logits_profile_predictions_loss: 1098.7202 - logcount_predictions_loss: 0.3054 2428/2430 [============================>.] - ETA: 0s - loss: 1112.5851 - logits_profile_predictions_loss: 1098.7222 - logcount_predictions_loss: 0.3054 2429/2430 [============================>.] - ETA: 0s - loss: 1112.5871 - logits_profile_predictions_loss: 1098.7242 - logcount_predictions_loss: 0.3054 2430/2430 [==============================] - ETA: 0s - loss: 1112.5891 - logits_profile_predictions_loss: 1098.7262 - logcount_predictions_loss: 0.3054 2430/2430 [==============================] - 1198s 493ms/step - loss: 1112.5910 - logits_profile_predictions_loss: 1098.7282 - logcount_predictions_loss: 0.3054 - val_loss: 1139.8539 - val_logits_profile_predictions_loss: 1126.9537 - val_logcount_predictions_loss: 0.2841 Epoch 00006: val_loss did not improve from 1127.57361 Epoch 7/50 1/2430 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- ETA: 17:31 - loss: 1102.2650 - logits_profile_predictions_loss: 1089.3901 - logcount_predictions_loss: 0.2836 215/2430 [=>............................] - ETA: 17:31 - loss: 1102.2621 - logits_profile_predictions_loss: 1089.3875 - logcount_predictions_loss: 0.2836 216/2430 [=>............................] - ETA: 17:31 - loss: 1102.2607 - logits_profile_predictions_loss: 1089.3863 - logcount_predictions_loss: 0.2836 217/2430 [=>............................] - ETA: 17:30 - loss: 1102.2614 - logits_profile_predictions_loss: 1089.3873 - logcount_predictions_loss: 0.2836 218/2430 [=>............................] - ETA: 17:30 - loss: 1102.2617 - logits_profile_predictions_loss: 1089.3878 - logcount_predictions_loss: 0.2836 219/2430 [=>............................] - ETA: 17:29 - loss: 1102.2626 - logits_profile_predictions_loss: 1089.3891 - logcount_predictions_loss: 0.2836 220/2430 [=>............................] - ETA: 17:29 - loss: 1102.2650 - logits_profile_predictions_loss: 1089.3918 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- ETA: 16:28 - loss: 1103.0297 - logits_profile_predictions_loss: 1090.1890 - logcount_predictions_loss: 0.2828 350/2430 [===>..........................] - ETA: 16:28 - loss: 1103.0384 - logits_profile_predictions_loss: 1090.1980 - logcount_predictions_loss: 0.2828 351/2430 [===>..........................] - ETA: 16:27 - loss: 1103.0468 - logits_profile_predictions_loss: 1090.2066 - logcount_predictions_loss: 0.2828 352/2430 [===>..........................] - ETA: 16:27 - loss: 1103.0529 - logits_profile_predictions_loss: 1090.2131 - logcount_predictions_loss: 0.2828 353/2430 [===>..........................] - ETA: 16:26 - loss: 1103.0578 - logits_profile_predictions_loss: 1090.2182 - logcount_predictions_loss: 0.2828 354/2430 [===>..........................] - ETA: 16:26 - loss: 1103.0620 - logits_profile_predictions_loss: 1090.2226 - logcount_predictions_loss: 0.2828 355/2430 [===>..........................] - ETA: 16:26 - loss: 1103.0661 - logits_profile_predictions_loss: 1090.2270 - logcount_predictions_loss: 0.2828 356/2430 [===>..........................] - ETA: 16:25 - loss: 1103.0694 - logits_profile_predictions_loss: 1090.2306 - logcount_predictions_loss: 0.2828 357/2430 [===>..........................] - ETA: 16:25 - loss: 1103.0729 - logits_profile_predictions_loss: 1090.2343 - logcount_predictions_loss: 0.2828 358/2430 [===>..........................] - ETA: 16:24 - loss: 1103.0762 - logits_profile_predictions_loss: 1090.2379 - logcount_predictions_loss: 0.2828 359/2430 [===>..........................] - ETA: 16:24 - loss: 1103.0815 - logits_profile_predictions_loss: 1090.2434 - logcount_predictions_loss: 0.2828 360/2430 [===>..........................] - ETA: 16:23 - loss: 1103.0871 - logits_profile_predictions_loss: 1090.2493 - logcount_predictions_loss: 0.2828 361/2430 [===>..........................] - ETA: 16:23 - loss: 1103.0919 - logits_profile_predictions_loss: 1090.2543 - logcount_predictions_loss: 0.2828 362/2430 [===>..........................] - ETA: 16:22 - loss: 1103.0962 - logits_profile_predictions_loss: 1090.2589 - logcount_predictions_loss: 0.2828 363/2430 [===>..........................] - ETA: 16:22 - loss: 1103.1012 - logits_profile_predictions_loss: 1090.2642 - logcount_predictions_loss: 0.2827 364/2430 [===>..........................] - ETA: 16:21 - loss: 1103.1064 - logits_profile_predictions_loss: 1090.2697 - logcount_predictions_loss: 0.2827 365/2430 [===>..........................] - ETA: 16:21 - loss: 1103.1106 - logits_profile_predictions_loss: 1090.2741 - logcount_predictions_loss: 0.2827 366/2430 [===>..........................] - ETA: 16:20 - loss: 1103.1156 - logits_profile_predictions_loss: 1090.2794 - logcount_predictions_loss: 0.2827 367/2430 [===>..........................] - ETA: 16:20 - loss: 1103.1194 - logits_profile_predictions_loss: 1090.2835 - logcount_predictions_loss: 0.2827 368/2430 [===>..........................] - ETA: 16:20 - loss: 1103.1232 - 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- ETA: 16:07 - loss: 1103.2584 - logits_profile_predictions_loss: 1090.4290 - logcount_predictions_loss: 0.2826 395/2430 [===>..........................] - ETA: 16:07 - loss: 1103.2635 - logits_profile_predictions_loss: 1090.4342 - logcount_predictions_loss: 0.2826 396/2430 [===>..........................] - ETA: 16:06 - loss: 1103.2682 - logits_profile_predictions_loss: 1090.4391 - logcount_predictions_loss: 0.2826 397/2430 [===>..........................] - ETA: 16:06 - loss: 1103.2722 - logits_profile_predictions_loss: 1090.4432 - logcount_predictions_loss: 0.2826 398/2430 [===>..........................] - ETA: 16:06 - loss: 1103.2753 - logits_profile_predictions_loss: 1090.4466 - logcount_predictions_loss: 0.2826 399/2430 [===>..........................] - ETA: 16:05 - loss: 1103.2784 - logits_profile_predictions_loss: 1090.4498 - logcount_predictions_loss: 0.2826 400/2430 [===>..........................] - ETA: 16:05 - loss: 1103.2807 - logits_profile_predictions_loss: 1090.4522 - logcount_predictions_loss: 0.2826 401/2430 [===>..........................] - ETA: 16:04 - loss: 1103.2836 - logits_profile_predictions_loss: 1090.4552 - logcount_predictions_loss: 0.2826 402/2430 [===>..........................] - ETA: 16:04 - loss: 1103.2862 - logits_profile_predictions_loss: 1090.4578 - logcount_predictions_loss: 0.2826 403/2430 [===>..........................] - ETA: 16:03 - loss: 1103.2881 - logits_profile_predictions_loss: 1090.4599 - logcount_predictions_loss: 0.2826 404/2430 [===>..........................] - ETA: 16:03 - loss: 1103.2900 - logits_profile_predictions_loss: 1090.4618 - logcount_predictions_loss: 0.2826 405/2430 [====>.........................] - ETA: 16:02 - loss: 1103.2912 - logits_profile_predictions_loss: 1090.4631 - logcount_predictions_loss: 0.2826 406/2430 [====>.........................] - ETA: 16:02 - loss: 1103.2923 - logits_profile_predictions_loss: 1090.4643 - logcount_predictions_loss: 0.2826 407/2430 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[=====>........................] - ETA: 15:19 - loss: 1103.3433 - logits_profile_predictions_loss: 1090.5326 - logcount_predictions_loss: 0.2822 498/2430 [=====>........................] - ETA: 15:19 - loss: 1103.3408 - logits_profile_predictions_loss: 1090.5304 - logcount_predictions_loss: 0.2822 499/2430 [=====>........................] - ETA: 15:18 - loss: 1103.3383 - logits_profile_predictions_loss: 1090.5283 - logcount_predictions_loss: 0.2822 500/2430 [=====>........................] - ETA: 15:18 - loss: 1103.3353 - logits_profile_predictions_loss: 1090.5256 - logcount_predictions_loss: 0.2821 501/2430 [=====>........................] - ETA: 15:17 - loss: 1103.3323 - logits_profile_predictions_loss: 1090.5230 - logcount_predictions_loss: 0.2821 502/2430 [=====>........................] - ETA: 15:17 - loss: 1103.3293 - logits_profile_predictions_loss: 1090.5205 - logcount_predictions_loss: 0.2821 503/2430 [=====>........................] - ETA: 15:16 - loss: 1103.3260 - 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- loss: 1101.5510 - logits_profile_predictions_loss: 1089.0205 - logcount_predictions_loss: 0.2760 2418/2430 [============================>.] - ETA: 5s - loss: 1101.5506 - logits_profile_predictions_loss: 1089.0202 - logcount_predictions_loss: 0.2760 2419/2430 [============================>.] - ETA: 5s - loss: 1101.5502 - logits_profile_predictions_loss: 1089.0199 - logcount_predictions_loss: 0.2760 2420/2430 [============================>.] - ETA: 4s - loss: 1101.5498 - logits_profile_predictions_loss: 1089.0196 - logcount_predictions_loss: 0.2760 2421/2430 [============================>.] - ETA: 4s - loss: 1101.5495 - logits_profile_predictions_loss: 1089.0193 - logcount_predictions_loss: 0.2760 2422/2430 [============================>.] - ETA: 3s - loss: 1101.5491 - logits_profile_predictions_loss: 1089.0190 - logcount_predictions_loss: 0.2760 2423/2430 [============================>.] - ETA: 3s - loss: 1101.5488 - logits_profile_predictions_loss: 1089.0187 - logcount_predictions_loss: 0.2760 2424/2430 [============================>.] - ETA: 2s - loss: 1101.5484 - logits_profile_predictions_loss: 1089.0185 - logcount_predictions_loss: 0.2760 2425/2430 [============================>.] - ETA: 2s - loss: 1101.5481 - logits_profile_predictions_loss: 1089.0182 - logcount_predictions_loss: 0.2760 2426/2430 [============================>.] - ETA: 1s - loss: 1101.5477 - logits_profile_predictions_loss: 1089.0179 - logcount_predictions_loss: 0.2760 2427/2430 [============================>.] - ETA: 1s - loss: 1101.5473 - logits_profile_predictions_loss: 1089.0175 - logcount_predictions_loss: 0.2760 2428/2430 [============================>.] - ETA: 0s - loss: 1101.5469 - logits_profile_predictions_loss: 1089.0172 - logcount_predictions_loss: 0.2760 2429/2430 [============================>.] - ETA: 0s - loss: 1101.5465 - logits_profile_predictions_loss: 1089.0169 - logcount_predictions_loss: 0.2760 2430/2430 [==============================] - ETA: 0s - loss: 1101.5461 - logits_profile_predictions_loss: 1089.0166 - logcount_predictions_loss: 0.2760 2430/2430 [==============================] - 1200s 494ms/step - loss: 1101.5458 - logits_profile_predictions_loss: 1089.0163 - logcount_predictions_loss: 0.2760 - val_loss: 1123.1790 - val_logits_profile_predictions_loss: 1110.6808 - val_logcount_predictions_loss: 0.2753 Epoch 00007: val_loss improved from 1127.57361 to 1123.17896, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR818JGZ//chrombppnet_model_encsr880cub_bias_fold_3/chrombpnet.h5 Epoch 8/50 1/2430 [..............................] - ETA: 20:14 - loss: 1201.3999 - logits_profile_predictions_loss: 1189.4827 - logcount_predictions_loss: 0.2625 2/2430 [..............................] - ETA: 18:59 - loss: 1173.7642 - logits_profile_predictions_loss: 1162.3358 - logcount_predictions_loss: 0.2517 3/2430 [..............................] - ETA: 19:08 - loss: 1163.0095 - logits_profile_predictions_loss: 1152.0714 - logcount_predictions_loss: 0.2409 4/2430 [..............................] - ETA: 19:06 - loss: 1161.2800 - logits_profile_predictions_loss: 1150.5672 - logcount_predictions_loss: 0.2360 5/2430 [..............................] - ETA: 19:07 - loss: 1154.2011 - logits_profile_predictions_loss: 1143.5646 - logcount_predictions_loss: 0.2343 6/2430 [..............................] - ETA: 19:04 - loss: 1151.0077 - logits_profile_predictions_loss: 1140.1939 - logcount_predictions_loss: 0.2382 7/2430 [..............................] - ETA: 19:05 - loss: 1147.4839 - logits_profile_predictions_loss: 1136.5732 - logcount_predictions_loss: 0.2403 8/2430 [..............................] - ETA: 19:04 - loss: 1145.3096 - logits_profile_predictions_loss: 1134.3586 - logcount_predictions_loss: 0.2412 9/2430 [..............................] - ETA: 19:06 - loss: 1143.2246 - logits_profile_predictions_loss: 1132.2620 - logcount_predictions_loss: 0.2415 10/2430 [..............................] - ETA: 19:05 - loss: 1141.6576 - logits_profile_predictions_loss: 1130.6389 - logcount_predictions_loss: 0.2427 11/2430 [..............................] - ETA: 19:05 - loss: 1139.3313 - logits_profile_predictions_loss: 1128.2798 - logcount_predictions_loss: 0.2434 12/2430 [..............................] - ETA: 19:03 - loss: 1137.1610 - logits_profile_predictions_loss: 1126.1067 - logcount_predictions_loss: 0.2435 13/2430 [..............................] - ETA: 19:02 - loss: 1135.4815 - logits_profile_predictions_loss: 1124.4382 - logcount_predictions_loss: 0.2432 14/2430 [..............................] - ETA: 19:02 - loss: 1133.8795 - logits_profile_predictions_loss: 1122.8078 - logcount_predictions_loss: 0.2439 15/2430 [..............................] - ETA: 19:03 - loss: 1132.0780 - logits_profile_predictions_loss: 1120.9903 - logcount_predictions_loss: 0.2442 16/2430 [..............................] - ETA: 19:02 - loss: 1130.1533 - logits_profile_predictions_loss: 1119.0543 - logcount_predictions_loss: 0.2445 17/2430 [..............................] - ETA: 19:01 - loss: 1128.6304 - logits_profile_predictions_loss: 1117.5258 - logcount_predictions_loss: 0.2446 18/2430 [..............................] - ETA: 19:00 - loss: 1127.1632 - logits_profile_predictions_loss: 1116.0555 - logcount_predictions_loss: 0.2447 19/2430 [..............................] - ETA: 19:00 - loss: 1125.6567 - logits_profile_predictions_loss: 1114.5470 - logcount_predictions_loss: 0.2447 20/2430 [..............................] - ETA: 19:00 - loss: 1124.2122 - logits_profile_predictions_loss: 1113.0979 - logcount_predictions_loss: 0.2448 21/2430 [..............................] - ETA: 19:00 - loss: 1122.6602 - logits_profile_predictions_loss: 1111.5418 - logcount_predictions_loss: 0.2449 22/2430 [..............................] - ETA: 18:59 - loss: 1121.1909 - logits_profile_predictions_loss: 1110.0740 - logcount_predictions_loss: 0.2449 23/2430 [..............................] - ETA: 18:58 - loss: 1120.1310 - logits_profile_predictions_loss: 1109.0181 - logcount_predictions_loss: 0.2448 24/2430 [..............................] - ETA: 18:58 - loss: 1118.9501 - logits_profile_predictions_loss: 1107.8371 - logcount_predictions_loss: 0.2448 25/2430 [..............................] - ETA: 18:57 - loss: 1117.8445 - logits_profile_predictions_loss: 1106.7313 - logcount_predictions_loss: 0.2448 26/2430 [..............................] - ETA: 18:58 - loss: 1116.6603 - logits_profile_predictions_loss: 1105.5328 - logcount_predictions_loss: 0.2451 27/2430 [..............................] - ETA: 18:57 - loss: 1115.7173 - logits_profile_predictions_loss: 1104.5787 - logcount_predictions_loss: 0.2453 28/2430 [..............................] - ETA: 18:57 - loss: 1114.6438 - logits_profile_predictions_loss: 1103.4928 - logcount_predictions_loss: 0.2456 29/2430 [..............................] - ETA: 18:56 - loss: 1113.5959 - logits_profile_predictions_loss: 1102.4309 - logcount_predictions_loss: 0.2459 30/2430 [..............................] - ETA: 18:56 - loss: 1112.5282 - logits_profile_predictions_loss: 1101.3497 - logcount_predictions_loss: 0.2462 31/2430 [..............................] - ETA: 18:56 - loss: 1111.5712 - logits_profile_predictions_loss: 1100.3802 - logcount_predictions_loss: 0.2465 32/2430 [..............................] - ETA: 18:55 - loss: 1110.7167 - logits_profile_predictions_loss: 1099.5125 - logcount_predictions_loss: 0.2468 33/2430 [..............................] - ETA: 18:55 - loss: 1109.9143 - logits_profile_predictions_loss: 1098.7008 - logcount_predictions_loss: 0.2470 34/2430 [..............................] - ETA: 18:54 - loss: 1109.2753 - logits_profile_predictions_loss: 1098.0542 - logcount_predictions_loss: 0.2472 35/2430 [..............................] - ETA: 18:54 - loss: 1108.7338 - logits_profile_predictions_loss: 1097.5074 - logcount_predictions_loss: 0.2473 36/2430 [..............................] - ETA: 18:54 - loss: 1108.1729 - logits_profile_predictions_loss: 1096.9405 - logcount_predictions_loss: 0.2474 37/2430 [..............................] - ETA: 18:53 - loss: 1107.7622 - logits_profile_predictions_loss: 1096.5266 - logcount_predictions_loss: 0.2475 38/2430 [..............................] - ETA: 18:53 - loss: 1107.3706 - logits_profile_predictions_loss: 1096.1328 - logcount_predictions_loss: 0.2475 39/2430 [..............................] - ETA: 18:52 - loss: 1107.0260 - logits_profile_predictions_loss: 1095.7837 - logcount_predictions_loss: 0.2476 40/2430 [..............................] - ETA: 18:52 - loss: 1106.6967 - logits_profile_predictions_loss: 1095.4502 - logcount_predictions_loss: 0.2477 41/2430 [..............................] - ETA: 18:52 - loss: 1106.2891 - logits_profile_predictions_loss: 1095.0387 - logcount_predictions_loss: 0.2478 42/2430 [..............................] - ETA: 18:51 - loss: 1105.9252 - logits_profile_predictions_loss: 1094.6666 - logcount_predictions_loss: 0.2480 43/2430 [..............................] - ETA: 18:51 - loss: 1105.5317 - logits_profile_predictions_loss: 1094.2669 - logcount_predictions_loss: 0.2481 44/2430 [..............................] - ETA: 18:50 - loss: 1105.1511 - logits_profile_predictions_loss: 1093.8838 - logcount_predictions_loss: 0.2482 45/2430 [..............................] - ETA: 18:50 - loss: 1104.7723 - logits_profile_predictions_loss: 1093.5030 - logcount_predictions_loss: 0.2482 46/2430 [..............................] - ETA: 18:49 - loss: 1104.5193 - logits_profile_predictions_loss: 1093.2458 - logcount_predictions_loss: 0.2483 47/2430 [..............................] - ETA: 18:49 - loss: 1104.2369 - logits_profile_predictions_loss: 1092.9613 - logcount_predictions_loss: 0.2484 48/2430 [..............................] - ETA: 18:49 - loss: 1103.9491 - logits_profile_predictions_loss: 1092.6714 - logcount_predictions_loss: 0.2484 49/2430 [..............................] - ETA: 18:48 - loss: 1103.7150 - logits_profile_predictions_loss: 1092.4355 - logcount_predictions_loss: 0.2484 50/2430 [..............................] - ETA: 18:48 - loss: 1103.5275 - logits_profile_predictions_loss: 1092.2466 - logcount_predictions_loss: 0.2485 51/2430 [..............................] - ETA: 18:47 - loss: 1103.3981 - logits_profile_predictions_loss: 1092.1145 - logcount_predictions_loss: 0.2485 52/2430 [..............................] - ETA: 18:47 - loss: 1103.3045 - logits_profile_predictions_loss: 1092.0187 - logcount_predictions_loss: 0.2486 53/2430 [..............................] - ETA: 18:46 - loss: 1103.2255 - logits_profile_predictions_loss: 1091.9359 - logcount_predictions_loss: 0.2487 54/2430 [..............................] - ETA: 18:46 - loss: 1103.1477 - logits_profile_predictions_loss: 1091.8543 - logcount_predictions_loss: 0.2488 55/2430 [..............................] - ETA: 18:46 - loss: 1103.0676 - logits_profile_predictions_loss: 1091.7708 - logcount_predictions_loss: 0.2488 56/2430 [..............................] - ETA: 18:45 - loss: 1103.0657 - logits_profile_predictions_loss: 1091.7663 - logcount_predictions_loss: 0.2489 57/2430 [..............................] - ETA: 18:44 - loss: 1103.0702 - logits_profile_predictions_loss: 1091.7684 - logcount_predictions_loss: 0.2489 58/2430 [..............................] - ETA: 18:44 - loss: 1103.0531 - logits_profile_predictions_loss: 1091.7478 - logcount_predictions_loss: 0.2490 59/2430 [..............................] - ETA: 18:44 - loss: 1103.0528 - logits_profile_predictions_loss: 1091.7441 - logcount_predictions_loss: 0.2491 60/2430 [..............................] - ETA: 18:43 - loss: 1103.1196 - logits_profile_predictions_loss: 1091.8060 - logcount_predictions_loss: 0.2492 61/2430 [..............................] - ETA: 18:43 - loss: 1103.2056 - logits_profile_predictions_loss: 1091.8882 - logcount_predictions_loss: 0.2493 62/2430 [..............................] - ETA: 18:42 - loss: 1103.2520 - logits_profile_predictions_loss: 1091.9304 - logcount_predictions_loss: 0.2494 63/2430 [..............................] - ETA: 18:42 - loss: 1103.3001 - logits_profile_predictions_loss: 1091.9753 - logcount_predictions_loss: 0.2494 64/2430 [..............................] - ETA: 18:42 - loss: 1103.3243 - logits_profile_predictions_loss: 1091.9960 - logcount_predictions_loss: 0.2495 65/2430 [..............................] - ETA: 18:41 - loss: 1103.3475 - logits_profile_predictions_loss: 1092.0140 - logcount_predictions_loss: 0.2496 66/2430 [..............................] - ETA: 18:41 - loss: 1103.3652 - logits_profile_predictions_loss: 1092.0269 - logcount_predictions_loss: 0.2497 67/2430 [..............................] - ETA: 18:40 - loss: 1103.3409 - logits_profile_predictions_loss: 1091.9978 - logcount_predictions_loss: 0.2498 68/2430 [..............................] - ETA: 18:40 - loss: 1103.2859 - logits_profile_predictions_loss: 1091.9373 - logcount_predictions_loss: 0.2500 69/2430 [..............................] - ETA: 18:39 - loss: 1103.2617 - logits_profile_predictions_loss: 1091.9075 - logcount_predictions_loss: 0.2501 70/2430 [..............................] - ETA: 18:39 - loss: 1103.2331 - logits_profile_predictions_loss: 1091.8728 - logcount_predictions_loss: 0.2502 71/2430 [..............................] - ETA: 18:39 - loss: 1103.1962 - logits_profile_predictions_loss: 1091.8306 - logcount_predictions_loss: 0.2503 72/2430 [..............................] - ETA: 18:38 - loss: 1103.1967 - logits_profile_predictions_loss: 1091.8261 - logcount_predictions_loss: 0.2505 73/2430 [..............................] - ETA: 18:38 - loss: 1103.1771 - logits_profile_predictions_loss: 1091.8015 - logcount_predictions_loss: 0.2506 74/2430 [..............................] - ETA: 18:37 - loss: 1103.1467 - logits_profile_predictions_loss: 1091.7665 - logcount_predictions_loss: 0.2507 75/2430 [..............................] - ETA: 18:37 - loss: 1103.1289 - logits_profile_predictions_loss: 1091.7444 - logcount_predictions_loss: 0.2508 76/2430 [..............................] - ETA: 18:36 - loss: 1103.1152 - logits_profile_predictions_loss: 1091.7267 - logcount_predictions_loss: 0.2508 77/2430 [..............................] - ETA: 18:36 - loss: 1103.0844 - logits_profile_predictions_loss: 1091.6913 - logcount_predictions_loss: 0.2509 78/2430 [..............................] - ETA: 18:35 - loss: 1103.0463 - logits_profile_predictions_loss: 1091.6479 - logcount_predictions_loss: 0.2511 79/2430 [..............................] - ETA: 18:35 - loss: 1103.0149 - logits_profile_predictions_loss: 1091.6111 - logcount_predictions_loss: 0.2512 80/2430 [..............................] - ETA: 18:34 - loss: 1103.0096 - logits_profile_predictions_loss: 1091.6007 - logcount_predictions_loss: 0.2513 81/2430 [>.............................] - ETA: 18:34 - loss: 1102.9859 - logits_profile_predictions_loss: 1091.5720 - logcount_predictions_loss: 0.2514 82/2430 [>.............................] - ETA: 18:33 - loss: 1102.9508 - logits_profile_predictions_loss: 1091.5324 - logcount_predictions_loss: 0.2515 83/2430 [>.............................] - ETA: 18:33 - loss: 1102.9398 - logits_profile_predictions_loss: 1091.5166 - logcount_predictions_loss: 0.2516 84/2430 [>.............................] - ETA: 18:33 - loss: 1102.9451 - logits_profile_predictions_loss: 1091.5174 - logcount_predictions_loss: 0.2517 85/2430 [>.............................] - ETA: 18:32 - loss: 1102.9406 - logits_profile_predictions_loss: 1091.5080 - logcount_predictions_loss: 0.2518 86/2430 [>.............................] - ETA: 18:32 - loss: 1102.9452 - logits_profile_predictions_loss: 1091.5080 - logcount_predictions_loss: 0.2519 87/2430 [>.............................] - ETA: 18:31 - loss: 1102.9638 - logits_profile_predictions_loss: 1091.5221 - logcount_predictions_loss: 0.2520 88/2430 [>.............................] - ETA: 18:31 - loss: 1102.9845 - logits_profile_predictions_loss: 1091.5382 - logcount_predictions_loss: 0.2521 89/2430 [>.............................] - ETA: 18:30 - loss: 1102.9961 - logits_profile_predictions_loss: 1091.5455 - logcount_predictions_loss: 0.2522 90/2430 [>.............................] - ETA: 18:30 - loss: 1103.0143 - logits_profile_predictions_loss: 1091.5594 - logcount_predictions_loss: 0.2523 91/2430 [>.............................] - ETA: 18:30 - loss: 1103.0261 - logits_profile_predictions_loss: 1091.5672 - logcount_predictions_loss: 0.2524 92/2430 [>.............................] - ETA: 18:29 - loss: 1103.0290 - logits_profile_predictions_loss: 1091.5662 - logcount_predictions_loss: 0.2525 93/2430 [>.............................] - ETA: 18:29 - loss: 1103.0440 - logits_profile_predictions_loss: 1091.5780 - logcount_predictions_loss: 0.2526 94/2430 [>.............................] - ETA: 18:28 - loss: 1103.0790 - logits_profile_predictions_loss: 1091.6101 - logcount_predictions_loss: 0.2526 95/2430 [>.............................] - ETA: 18:28 - loss: 1103.0857 - logits_profile_predictions_loss: 1091.6140 - logcount_predictions_loss: 0.2527 96/2430 [>.............................] - ETA: 18:27 - loss: 1103.0982 - logits_profile_predictions_loss: 1091.6238 - logcount_predictions_loss: 0.2527 97/2430 [>.............................] - ETA: 18:27 - loss: 1103.0975 - logits_profile_predictions_loss: 1091.6209 - logcount_predictions_loss: 0.2528 98/2430 [>.............................] - ETA: 18:27 - loss: 1103.0891 - logits_profile_predictions_loss: 1091.6107 - logcount_predictions_loss: 0.2528 99/2430 [>.............................] - ETA: 18:26 - loss: 1103.0870 - logits_profile_predictions_loss: 1091.6070 - logcount_predictions_loss: 0.2529 100/2430 [>.............................] - ETA: 18:26 - loss: 1103.0814 - logits_profile_predictions_loss: 1091.5996 - logcount_predictions_loss: 0.2529 101/2430 [>.............................] - ETA: 18:25 - loss: 1103.0738 - logits_profile_predictions_loss: 1091.5904 - logcount_predictions_loss: 0.2529 102/2430 [>.............................] - ETA: 18:25 - loss: 1103.0708 - logits_profile_predictions_loss: 1091.5863 - logcount_predictions_loss: 0.2530 103/2430 [>.............................] - ETA: 18:24 - loss: 1103.0553 - logits_profile_predictions_loss: 1091.5695 - logcount_predictions_loss: 0.2530 104/2430 [>.............................] - ETA: 18:24 - loss: 1103.0361 - logits_profile_predictions_loss: 1091.5489 - logcount_predictions_loss: 0.2530 105/2430 [>.............................] - ETA: 18:23 - loss: 1103.0195 - logits_profile_predictions_loss: 1091.5311 - logcount_predictions_loss: 0.2530 106/2430 [>.............................] - ETA: 18:23 - loss: 1103.0067 - logits_profile_predictions_loss: 1091.5171 - logcount_predictions_loss: 0.2531 107/2430 [>.............................] - ETA: 18:22 - loss: 1102.9894 - logits_profile_predictions_loss: 1091.4990 - logcount_predictions_loss: 0.2531 108/2430 [>.............................] - ETA: 18:22 - loss: 1102.9674 - logits_profile_predictions_loss: 1091.4764 - logcount_predictions_loss: 0.2531 109/2430 [>.............................] - ETA: 18:22 - loss: 1102.9491 - logits_profile_predictions_loss: 1091.4577 - logcount_predictions_loss: 0.2531 110/2430 [>.............................] - ETA: 18:21 - loss: 1102.9242 - logits_profile_predictions_loss: 1091.4322 - logcount_predictions_loss: 0.2531 111/2430 [>.............................] - ETA: 18:21 - loss: 1102.9079 - logits_profile_predictions_loss: 1091.4155 - logcount_predictions_loss: 0.2531 112/2430 [>.............................] - ETA: 18:20 - loss: 1102.8897 - logits_profile_predictions_loss: 1091.3967 - logcount_predictions_loss: 0.2532 113/2430 [>.............................] - ETA: 18:20 - loss: 1102.8616 - logits_profile_predictions_loss: 1091.3678 - logcount_predictions_loss: 0.2532 114/2430 [>.............................] - ETA: 18:19 - loss: 1102.8257 - logits_profile_predictions_loss: 1091.3311 - logcount_predictions_loss: 0.2532 115/2430 [>.............................] - ETA: 18:19 - loss: 1102.7774 - logits_profile_predictions_loss: 1091.2823 - logcount_predictions_loss: 0.2532 116/2430 [>.............................] - ETA: 18:19 - loss: 1102.7216 - logits_profile_predictions_loss: 1091.2260 - logcount_predictions_loss: 0.2532 117/2430 [>.............................] - ETA: 18:18 - loss: 1102.6689 - logits_profile_predictions_loss: 1091.1726 - logcount_predictions_loss: 0.2532 118/2430 [>.............................] - ETA: 18:18 - loss: 1102.6120 - logits_profile_predictions_loss: 1091.1149 - logcount_predictions_loss: 0.2532 119/2430 [>.............................] - ETA: 18:17 - loss: 1102.5482 - logits_profile_predictions_loss: 1091.0500 - logcount_predictions_loss: 0.2533 120/2430 [>.............................] - ETA: 18:17 - loss: 1102.4900 - logits_profile_predictions_loss: 1090.9905 - logcount_predictions_loss: 0.2533 121/2430 [>.............................] - ETA: 18:16 - loss: 1102.4332 - logits_profile_predictions_loss: 1090.9329 - logcount_predictions_loss: 0.2533 122/2430 [>.............................] - ETA: 18:16 - loss: 1102.3696 - logits_profile_predictions_loss: 1090.8679 - logcount_predictions_loss: 0.2533 123/2430 [>.............................] - ETA: 18:15 - loss: 1102.3010 - logits_profile_predictions_loss: 1090.7980 - logcount_predictions_loss: 0.2534 124/2430 [>.............................] - ETA: 18:15 - loss: 1102.2381 - logits_profile_predictions_loss: 1090.7343 - logcount_predictions_loss: 0.2534 125/2430 [>.............................] - ETA: 18:14 - loss: 1102.1826 - logits_profile_predictions_loss: 1090.6778 - logcount_predictions_loss: 0.2534 126/2430 [>.............................] - ETA: 18:14 - loss: 1102.1262 - logits_profile_predictions_loss: 1090.6206 - logcount_predictions_loss: 0.2534 127/2430 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logcount_predictions_loss: 0.2595 2427/2430 [============================>.] - ETA: 1s - loss: 1091.8719 - logits_profile_predictions_loss: 1080.0915 - logcount_predictions_loss: 0.2595 2428/2430 [============================>.] - ETA: 0s - loss: 1091.8727 - logits_profile_predictions_loss: 1080.0923 - logcount_predictions_loss: 0.2595 2429/2430 [============================>.] - ETA: 0s - loss: 1091.8735 - logits_profile_predictions_loss: 1080.0931 - logcount_predictions_loss: 0.2595 2430/2430 [==============================] - ETA: 0s - loss: 1091.8743 - logits_profile_predictions_loss: 1080.0939 - logcount_predictions_loss: 0.2595 2430/2430 [==============================] - 1202s 495ms/step - loss: 1091.8751 - logits_profile_predictions_loss: 1080.0947 - logcount_predictions_loss: 0.2595 - val_loss: 1118.7911 - val_logits_profile_predictions_loss: 1106.3987 - val_logcount_predictions_loss: 0.2730 Epoch 00008: val_loss improved from 1123.17896 to 1118.79114, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR818JGZ//chrombppnet_model_encsr880cub_bias_fold_3/chrombpnet.h5 Epoch 9/50 1/2430 [..............................] - ETA: 20:46 - loss: 1074.1980 - logits_profile_predictions_loss: 1063.5791 - logcount_predictions_loss: 0.2339 2/2430 [..............................] - ETA: 19:08 - loss: 1073.2195 - logits_profile_predictions_loss: 1063.3252 - logcount_predictions_loss: 0.2179 3/2430 [..............................] - ETA: 19:09 - loss: 1094.9295 - logits_profile_predictions_loss: 1085.1413 - logcount_predictions_loss: 0.2156 4/2430 [..............................] - ETA: 19:05 - loss: 1104.3503 - logits_profile_predictions_loss: 1094.5001 - logcount_predictions_loss: 0.2170 5/2430 [..............................] - ETA: 19:07 - loss: 1111.4022 - logits_profile_predictions_loss: 1101.4832 - logcount_predictions_loss: 0.2185 6/2430 [..............................] - ETA: 19:05 - loss: 1115.8453 - logits_profile_predictions_loss: 1105.8391 - logcount_predictions_loss: 0.2204 7/2430 [..............................] - ETA: 19:07 - loss: 1117.5223 - logits_profile_predictions_loss: 1107.4823 - logcount_predictions_loss: 0.2211 8/2430 [..............................] - ETA: 19:06 - loss: 1117.8400 - logits_profile_predictions_loss: 1107.6781 - logcount_predictions_loss: 0.2238 9/2430 [..............................] - ETA: 19:06 - loss: 1117.9658 - logits_profile_predictions_loss: 1107.7246 - logcount_predictions_loss: 0.2256 10/2430 [..............................] - ETA: 19:06 - loss: 1118.5323 - logits_profile_predictions_loss: 1108.2207 - logcount_predictions_loss: 0.2271 11/2430 [..............................] - ETA: 19:05 - loss: 1118.2397 - logits_profile_predictions_loss: 1107.8766 - logcount_predictions_loss: 0.2283 12/2430 [..............................] - ETA: 19:05 - loss: 1117.7499 - logits_profile_predictions_loss: 1107.3681 - logcount_predictions_loss: 0.2287 13/2430 [..............................] - ETA: 19:06 - loss: 1117.9439 - logits_profile_predictions_loss: 1107.5123 - logcount_predictions_loss: 0.2298 14/2430 [..............................] - ETA: 19:05 - loss: 1117.3721 - logits_profile_predictions_loss: 1106.8977 - logcount_predictions_loss: 0.2307 15/2430 [..............................] - ETA: 19:04 - loss: 1116.7975 - logits_profile_predictions_loss: 1106.2903 - logcount_predictions_loss: 0.2314 16/2430 [..............................] - ETA: 19:04 - loss: 1115.7765 - logits_profile_predictions_loss: 1105.2488 - logcount_predictions_loss: 0.2319 17/2430 [..............................] - ETA: 19:03 - loss: 1115.1950 - logits_profile_predictions_loss: 1104.6566 - logcount_predictions_loss: 0.2321 18/2430 [..............................] - ETA: 19:03 - loss: 1114.4527 - logits_profile_predictions_loss: 1103.9124 - logcount_predictions_loss: 0.2322 19/2430 [..............................] - ETA: 19:02 - loss: 1114.0265 - logits_profile_predictions_loss: 1103.4853 - logcount_predictions_loss: 0.2322 20/2430 [..............................] - ETA: 19:02 - loss: 1113.5611 - logits_profile_predictions_loss: 1103.0219 - logcount_predictions_loss: 0.2321 21/2430 [..............................] - ETA: 19:01 - loss: 1112.8214 - logits_profile_predictions_loss: 1102.2851 - logcount_predictions_loss: 0.2321 22/2430 [..............................] - ETA: 19:01 - loss: 1112.1643 - logits_profile_predictions_loss: 1101.6327 - logcount_predictions_loss: 0.2320 23/2430 [..............................] - ETA: 19:00 - loss: 1111.3872 - logits_profile_predictions_loss: 1100.8602 - logcount_predictions_loss: 0.2319 24/2430 [..............................] - ETA: 19:00 - loss: 1110.6261 - logits_profile_predictions_loss: 1100.1028 - logcount_predictions_loss: 0.2318 25/2430 [..............................] - ETA: 19:00 - loss: 1110.1301 - logits_profile_predictions_loss: 1099.6108 - logcount_predictions_loss: 0.2317 26/2430 [..............................] - ETA: 18:59 - loss: 1109.5362 - logits_profile_predictions_loss: 1099.0207 - logcount_predictions_loss: 0.2316 27/2430 [..............................] - ETA: 18:59 - loss: 1108.9712 - logits_profile_predictions_loss: 1098.4567 - logcount_predictions_loss: 0.2316 28/2430 [..............................] - ETA: 18:58 - loss: 1108.4012 - logits_profile_predictions_loss: 1097.8865 - logcount_predictions_loss: 0.2316 29/2430 [..............................] - ETA: 18:58 - loss: 1107.8884 - logits_profile_predictions_loss: 1097.3681 - logcount_predictions_loss: 0.2317 30/2430 [..............................] - ETA: 18:58 - loss: 1107.4906 - logits_profile_predictions_loss: 1096.9584 - logcount_predictions_loss: 0.2320 31/2430 [..............................] - ETA: 18:57 - loss: 1107.0116 - logits_profile_predictions_loss: 1096.4673 - logcount_predictions_loss: 0.2323 32/2430 [..............................] - ETA: 18:57 - loss: 1106.2457 - logits_profile_predictions_loss: 1095.6902 - logcount_predictions_loss: 0.2325 33/2430 [..............................] - ETA: 18:56 - loss: 1105.5532 - logits_profile_predictions_loss: 1094.9837 - logcount_predictions_loss: 0.2328 34/2430 [..............................] - ETA: 18:56 - loss: 1104.9045 - logits_profile_predictions_loss: 1094.3233 - logcount_predictions_loss: 0.2331 35/2430 [..............................] - ETA: 18:56 - loss: 1104.3118 - logits_profile_predictions_loss: 1093.7114 - logcount_predictions_loss: 0.2335 36/2430 [..............................] - ETA: 18:55 - loss: 1103.8513 - logits_profile_predictions_loss: 1093.2337 - logcount_predictions_loss: 0.2339 37/2430 [..............................] - ETA: 18:55 - loss: 1103.3608 - logits_profile_predictions_loss: 1092.7300 - logcount_predictions_loss: 0.2342 38/2430 [..............................] - ETA: 18:54 - loss: 1102.9360 - logits_profile_predictions_loss: 1092.2934 - logcount_predictions_loss: 0.2344 39/2430 [..............................] - ETA: 18:54 - loss: 1102.5291 - logits_profile_predictions_loss: 1091.8760 - logcount_predictions_loss: 0.2346 40/2430 [..............................] - ETA: 18:53 - loss: 1102.1002 - logits_profile_predictions_loss: 1091.4367 - logcount_predictions_loss: 0.2349 41/2430 [..............................] - ETA: 18:53 - loss: 1101.7601 - logits_profile_predictions_loss: 1091.0865 - logcount_predictions_loss: 0.2351 42/2430 [..............................] - ETA: 18:53 - loss: 1101.4502 - logits_profile_predictions_loss: 1090.7685 - logcount_predictions_loss: 0.2353 43/2430 [..............................] - ETA: 18:52 - loss: 1101.0697 - logits_profile_predictions_loss: 1090.3773 - logcount_predictions_loss: 0.2355 44/2430 [..............................] - ETA: 18:52 - loss: 1100.7825 - logits_profile_predictions_loss: 1090.0773 - logcount_predictions_loss: 0.2358 45/2430 [..............................] - ETA: 18:52 - loss: 1100.5115 - logits_profile_predictions_loss: 1089.7953 - logcount_predictions_loss: 0.2360 46/2430 [..............................] - ETA: 18:51 - loss: 1100.3392 - logits_profile_predictions_loss: 1089.6130 - logcount_predictions_loss: 0.2363 47/2430 [..............................] - ETA: 18:51 - loss: 1100.1664 - logits_profile_predictions_loss: 1089.4309 - logcount_predictions_loss: 0.2365 48/2430 [..............................] - ETA: 18:51 - loss: 1099.9304 - logits_profile_predictions_loss: 1089.1840 - logcount_predictions_loss: 0.2367 49/2430 [..............................] - ETA: 18:50 - loss: 1099.6891 - logits_profile_predictions_loss: 1088.9314 - logcount_predictions_loss: 0.2370 50/2430 [..............................] - ETA: 18:50 - loss: 1099.4532 - logits_profile_predictions_loss: 1088.6803 - logcount_predictions_loss: 0.2373 51/2430 [..............................] - ETA: 18:49 - loss: 1099.2340 - logits_profile_predictions_loss: 1088.4467 - logcount_predictions_loss: 0.2376 52/2430 [..............................] - ETA: 18:49 - loss: 1099.0319 - logits_profile_predictions_loss: 1088.2321 - logcount_predictions_loss: 0.2379 53/2430 [..............................] - ETA: 18:48 - loss: 1098.8645 - logits_profile_predictions_loss: 1088.0523 - logcount_predictions_loss: 0.2382 54/2430 [..............................] - ETA: 18:48 - loss: 1098.7020 - logits_profile_predictions_loss: 1087.8787 - logcount_predictions_loss: 0.2384 55/2430 [..............................] - ETA: 18:47 - loss: 1098.4940 - logits_profile_predictions_loss: 1087.6605 - logcount_predictions_loss: 0.2386 56/2430 [..............................] - ETA: 18:47 - loss: 1098.3215 - logits_profile_predictions_loss: 1087.4779 - logcount_predictions_loss: 0.2388 57/2430 [..............................] - ETA: 18:47 - loss: 1098.1482 - logits_profile_predictions_loss: 1087.2960 - logcount_predictions_loss: 0.2390 58/2430 [..............................] - ETA: 18:46 - loss: 1097.9634 - logits_profile_predictions_loss: 1087.1025 - logcount_predictions_loss: 0.2392 59/2430 [..............................] - ETA: 18:46 - loss: 1097.7877 - logits_profile_predictions_loss: 1086.9192 - logcount_predictions_loss: 0.2394 60/2430 [..............................] - ETA: 18:45 - loss: 1097.5898 - logits_profile_predictions_loss: 1086.7139 - logcount_predictions_loss: 0.2396 61/2430 [..............................] - ETA: 18:45 - loss: 1097.4321 - logits_profile_predictions_loss: 1086.5488 - logcount_predictions_loss: 0.2397 62/2430 [..............................] - ETA: 18:44 - loss: 1097.2464 - logits_profile_predictions_loss: 1086.3561 - logcount_predictions_loss: 0.2399 63/2430 [..............................] - ETA: 18:44 - loss: 1097.0396 - logits_profile_predictions_loss: 1086.1426 - logcount_predictions_loss: 0.2400 64/2430 [..............................] - ETA: 18:44 - loss: 1096.8002 - logits_profile_predictions_loss: 1085.8961 - logcount_predictions_loss: 0.2402 65/2430 [..............................] - ETA: 18:43 - loss: 1096.5601 - logits_profile_predictions_loss: 1085.6490 - logcount_predictions_loss: 0.2403 66/2430 [..............................] - ETA: 18:43 - loss: 1096.3383 - logits_profile_predictions_loss: 1085.4201 - logcount_predictions_loss: 0.2405 67/2430 [..............................] - ETA: 18:42 - loss: 1096.1003 - logits_profile_predictions_loss: 1085.1751 - logcount_predictions_loss: 0.2406 68/2430 [..............................] - ETA: 18:42 - loss: 1095.8567 - logits_profile_predictions_loss: 1084.9229 - logcount_predictions_loss: 0.2408 69/2430 [..............................] - ETA: 18:42 - loss: 1095.5985 - logits_profile_predictions_loss: 1084.6569 - logcount_predictions_loss: 0.2410 70/2430 [..............................] - ETA: 18:41 - loss: 1095.3167 - logits_profile_predictions_loss: 1084.3675 - logcount_predictions_loss: 0.2412 71/2430 [..............................] - ETA: 18:41 - loss: 1095.0294 - logits_profile_predictions_loss: 1084.0729 - logcount_predictions_loss: 0.2413 72/2430 [..............................] - ETA: 18:40 - loss: 1094.7646 - logits_profile_predictions_loss: 1083.8012 - logcount_predictions_loss: 0.2415 73/2430 [..............................] - ETA: 18:40 - loss: 1094.5238 - logits_profile_predictions_loss: 1083.5540 - logcount_predictions_loss: 0.2416 74/2430 [..............................] - ETA: 18:39 - loss: 1094.3280 - logits_profile_predictions_loss: 1083.3522 - logcount_predictions_loss: 0.2418 75/2430 [..............................] - ETA: 18:39 - loss: 1094.1706 - logits_profile_predictions_loss: 1083.1896 - logcount_predictions_loss: 0.2419 76/2430 [..............................] - ETA: 18:38 - loss: 1094.0389 - logits_profile_predictions_loss: 1083.0524 - logcount_predictions_loss: 0.2420 77/2430 [..............................] - ETA: 18:38 - loss: 1093.9160 - logits_profile_predictions_loss: 1082.9236 - logcount_predictions_loss: 0.2421 78/2430 [..............................] - ETA: 18:37 - loss: 1093.7798 - logits_profile_predictions_loss: 1082.7808 - logcount_predictions_loss: 0.2423 79/2430 [..............................] - ETA: 18:37 - loss: 1093.6431 - logits_profile_predictions_loss: 1082.6378 - logcount_predictions_loss: 0.2424 80/2430 [..............................] - ETA: 18:36 - loss: 1093.5025 - logits_profile_predictions_loss: 1082.4904 - logcount_predictions_loss: 0.2426 81/2430 [>.............................] - ETA: 18:36 - loss: 1093.3574 - logits_profile_predictions_loss: 1082.3383 - logcount_predictions_loss: 0.2427 82/2430 [>.............................] - ETA: 18:36 - loss: 1093.2164 - logits_profile_predictions_loss: 1082.1908 - logcount_predictions_loss: 0.2429 83/2430 [>.............................] - ETA: 18:35 - loss: 1093.0927 - logits_profile_predictions_loss: 1082.0607 - logcount_predictions_loss: 0.2430 84/2430 [>.............................] - ETA: 18:35 - loss: 1092.9774 - logits_profile_predictions_loss: 1081.9396 - logcount_predictions_loss: 0.2431 85/2430 [>.............................] - ETA: 18:34 - loss: 1092.8504 - logits_profile_predictions_loss: 1081.8069 - logcount_predictions_loss: 0.2432 86/2430 [>.............................] - ETA: 18:34 - loss: 1092.7358 - logits_profile_predictions_loss: 1081.6866 - logcount_predictions_loss: 0.2434 87/2430 [>.............................] - ETA: 18:34 - loss: 1092.6501 - logits_profile_predictions_loss: 1081.5952 - logcount_predictions_loss: 0.2435 88/2430 [>.............................] - ETA: 18:33 - loss: 1092.5700 - logits_profile_predictions_loss: 1081.5095 - logcount_predictions_loss: 0.2436 89/2430 [>.............................] - ETA: 18:33 - loss: 1092.5029 - logits_profile_predictions_loss: 1081.4372 - logcount_predictions_loss: 0.2437 90/2430 [>.............................] - ETA: 18:32 - loss: 1092.4373 - logits_profile_predictions_loss: 1081.3667 - logcount_predictions_loss: 0.2438 91/2430 [>.............................] - ETA: 18:32 - loss: 1092.3656 - logits_profile_predictions_loss: 1081.2901 - logcount_predictions_loss: 0.2440 92/2430 [>.............................] - ETA: 18:31 - loss: 1092.3028 - logits_profile_predictions_loss: 1081.2221 - logcount_predictions_loss: 0.2441 93/2430 [>.............................] - ETA: 18:31 - loss: 1092.2557 - logits_profile_predictions_loss: 1081.1694 - logcount_predictions_loss: 0.2442 94/2430 [>.............................] - ETA: 18:31 - loss: 1092.2116 - logits_profile_predictions_loss: 1081.1201 - logcount_predictions_loss: 0.2443 95/2430 [>.............................] - ETA: 18:30 - loss: 1092.1646 - logits_profile_predictions_loss: 1081.0679 - logcount_predictions_loss: 0.2444 96/2430 [>.............................] - ETA: 18:30 - loss: 1092.1025 - logits_profile_predictions_loss: 1081.0004 - logcount_predictions_loss: 0.2445 97/2430 [>.............................] - ETA: 18:29 - loss: 1092.0443 - logits_profile_predictions_loss: 1080.9370 - logcount_predictions_loss: 0.2447 98/2430 [>.............................] - ETA: 18:29 - loss: 1092.0010 - logits_profile_predictions_loss: 1080.8890 - logcount_predictions_loss: 0.2448 99/2430 [>.............................] - ETA: 18:28 - loss: 1091.9611 - logits_profile_predictions_loss: 1080.8446 - logcount_predictions_loss: 0.2449 100/2430 [>.............................] - ETA: 18:28 - loss: 1091.9237 - logits_profile_predictions_loss: 1080.8030 - logcount_predictions_loss: 0.2450 101/2430 [>.............................] - ETA: 18:27 - loss: 1091.8853 - logits_profile_predictions_loss: 1080.7601 - logcount_predictions_loss: 0.2450 102/2430 [>.............................] - ETA: 18:27 - loss: 1091.8433 - logits_profile_predictions_loss: 1080.7135 - logcount_predictions_loss: 0.2452 103/2430 [>.............................] - ETA: 18:27 - loss: 1091.8040 - logits_profile_predictions_loss: 1080.6694 - logcount_predictions_loss: 0.2453 104/2430 [>.............................] - ETA: 18:26 - loss: 1091.7691 - logits_profile_predictions_loss: 1080.6299 - logcount_predictions_loss: 0.2454 105/2430 [>.............................] - ETA: 18:26 - loss: 1091.7317 - logits_profile_predictions_loss: 1080.5882 - logcount_predictions_loss: 0.2455 106/2430 [>.............................] - ETA: 18:25 - loss: 1091.6963 - logits_profile_predictions_loss: 1080.5485 - logcount_predictions_loss: 0.2455 107/2430 [>.............................] - ETA: 18:25 - loss: 1091.6609 - logits_profile_predictions_loss: 1080.5091 - logcount_predictions_loss: 0.2456 108/2430 [>.............................] - ETA: 18:24 - loss: 1091.6250 - logits_profile_predictions_loss: 1080.4694 - logcount_predictions_loss: 0.2457 109/2430 [>.............................] - ETA: 18:24 - loss: 1091.6002 - logits_profile_predictions_loss: 1080.4411 - logcount_predictions_loss: 0.2458 110/2430 [>.............................] - ETA: 18:23 - loss: 1091.5830 - logits_profile_predictions_loss: 1080.4199 - logcount_predictions_loss: 0.2459 111/2430 [>.............................] - ETA: 18:23 - loss: 1091.5712 - logits_profile_predictions_loss: 1080.4044 - logcount_predictions_loss: 0.2460 112/2430 [>.............................] - ETA: 18:23 - loss: 1091.5658 - logits_profile_predictions_loss: 1080.3952 - logcount_predictions_loss: 0.2460 113/2430 [>.............................] - ETA: 18:22 - loss: 1091.5717 - logits_profile_predictions_loss: 1080.3979 - logcount_predictions_loss: 0.2461 114/2430 [>.............................] - ETA: 18:22 - loss: 1091.5912 - logits_profile_predictions_loss: 1080.4143 - logcount_predictions_loss: 0.2462 115/2430 [>.............................] - ETA: 18:21 - loss: 1091.6005 - logits_profile_predictions_loss: 1080.4207 - logcount_predictions_loss: 0.2463 116/2430 [>.............................] - ETA: 18:21 - loss: 1091.6058 - logits_profile_predictions_loss: 1080.4232 - logcount_predictions_loss: 0.2463 117/2430 [>.............................] - ETA: 18:20 - loss: 1091.6109 - logits_profile_predictions_loss: 1080.4259 - logcount_predictions_loss: 0.2464 118/2430 [>.............................] - ETA: 18:20 - loss: 1091.6110 - logits_profile_predictions_loss: 1080.4234 - logcount_predictions_loss: 0.2464 119/2430 [>.............................] - ETA: 18:19 - loss: 1091.6270 - logits_profile_predictions_loss: 1080.4371 - logcount_predictions_loss: 0.2465 120/2430 [>.............................] - ETA: 18:19 - loss: 1091.6555 - logits_profile_predictions_loss: 1080.4633 - logcount_predictions_loss: 0.2465 121/2430 [>.............................] - ETA: 18:18 - loss: 1091.6865 - logits_profile_predictions_loss: 1080.4920 - logcount_predictions_loss: 0.2466 122/2430 [>.............................] - ETA: 18:18 - loss: 1091.7168 - logits_profile_predictions_loss: 1080.5200 - logcount_predictions_loss: 0.2466 123/2430 [>.............................] - ETA: 18:17 - loss: 1091.7421 - logits_profile_predictions_loss: 1080.5433 - logcount_predictions_loss: 0.2467 124/2430 [>.............................] - ETA: 18:17 - loss: 1091.7674 - logits_profile_predictions_loss: 1080.5668 - logcount_predictions_loss: 0.2467 125/2430 [>.............................] - ETA: 18:17 - loss: 1091.7864 - logits_profile_predictions_loss: 1080.5842 - logcount_predictions_loss: 0.2467 126/2430 [>.............................] - ETA: 18:16 - loss: 1091.7938 - logits_profile_predictions_loss: 1080.5898 - logcount_predictions_loss: 0.2468 127/2430 [>.............................] - ETA: 18:16 - loss: 1091.8007 - logits_profile_predictions_loss: 1080.5949 - logcount_predictions_loss: 0.2468 128/2430 [>.............................] - ETA: 18:15 - loss: 1091.8018 - logits_profile_predictions_loss: 1080.5938 - logcount_predictions_loss: 0.2469 129/2430 [>.............................] - ETA: 18:15 - loss: 1091.8108 - logits_profile_predictions_loss: 1080.6004 - 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logits_profile_predictions_loss: 1080.9700 - logcount_predictions_loss: 0.2496 381/2430 [===>..........................] - ETA: 16:19 - loss: 1092.2974 - logits_profile_predictions_loss: 1080.9644 - logcount_predictions_loss: 0.2496 382/2430 [===>..........................] - ETA: 16:18 - loss: 1092.2927 - logits_profile_predictions_loss: 1080.9593 - logcount_predictions_loss: 0.2496 383/2430 [===>..........................] - ETA: 16:18 - loss: 1092.2882 - logits_profile_predictions_loss: 1080.9544 - logcount_predictions_loss: 0.2496 384/2430 [===>..........................] - ETA: 16:17 - loss: 1092.2839 - logits_profile_predictions_loss: 1080.9495 - logcount_predictions_loss: 0.2497 385/2430 [===>..........................] - ETA: 16:17 - loss: 1092.2785 - logits_profile_predictions_loss: 1080.9437 - logcount_predictions_loss: 0.2497 386/2430 [===>..........................] - ETA: 16:16 - loss: 1092.2736 - logits_profile_predictions_loss: 1080.9384 - logcount_predictions_loss: 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[====>.........................] - ETA: 15:40 - loss: 1091.6648 - logits_profile_predictions_loss: 1080.3019 - logcount_predictions_loss: 0.2503 465/2430 [====>.........................] - ETA: 15:39 - loss: 1091.6542 - logits_profile_predictions_loss: 1080.2910 - logcount_predictions_loss: 0.2503 466/2430 [====>.........................] - ETA: 15:39 - loss: 1091.6443 - logits_profile_predictions_loss: 1080.2809 - logcount_predictions_loss: 0.2503 467/2430 [====>.........................] - ETA: 15:38 - loss: 1091.6348 - logits_profile_predictions_loss: 1080.2712 - logcount_predictions_loss: 0.2503 468/2430 [====>.........................] - ETA: 15:38 - loss: 1091.6257 - logits_profile_predictions_loss: 1080.2618 - logcount_predictions_loss: 0.2503 469/2430 [====>.........................] - ETA: 15:37 - loss: 1091.6162 - logits_profile_predictions_loss: 1080.2521 - logcount_predictions_loss: 0.2503 470/2430 [====>.........................] - ETA: 15:37 - loss: 1091.6066 - 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1091.4984 - logits_profile_predictions_loss: 1080.1307 - logcount_predictions_loss: 0.2504 484/2430 [====>.........................] - ETA: 15:30 - loss: 1091.4892 - logits_profile_predictions_loss: 1080.1213 - logcount_predictions_loss: 0.2504 485/2430 [====>.........................] - ETA: 15:29 - loss: 1091.4798 - logits_profile_predictions_loss: 1080.1116 - logcount_predictions_loss: 0.2504 486/2430 [=====>........................] - ETA: 15:29 - loss: 1091.4710 - logits_profile_predictions_loss: 1080.1026 - logcount_predictions_loss: 0.2504 487/2430 [=====>........................] - ETA: 15:29 - loss: 1091.4616 - logits_profile_predictions_loss: 1080.0930 - logcount_predictions_loss: 0.2504 488/2430 [=====>........................] - ETA: 15:28 - loss: 1091.4521 - logits_profile_predictions_loss: 1080.0833 - logcount_predictions_loss: 0.2504 489/2430 [=====>........................] - ETA: 15:28 - loss: 1091.4427 - logits_profile_predictions_loss: 1080.0736 - 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- ETA: 15:24 - loss: 1091.3716 - logits_profile_predictions_loss: 1080.0013 - logcount_predictions_loss: 0.2504 497/2430 [=====>........................] - ETA: 15:24 - loss: 1091.3607 - logits_profile_predictions_loss: 1079.9902 - logcount_predictions_loss: 0.2504 498/2430 [=====>........................] - ETA: 15:23 - loss: 1091.3503 - logits_profile_predictions_loss: 1079.9797 - logcount_predictions_loss: 0.2505 499/2430 [=====>........................] - ETA: 15:23 - loss: 1091.3398 - logits_profile_predictions_loss: 1079.9689 - logcount_predictions_loss: 0.2505 500/2430 [=====>........................] - ETA: 15:22 - loss: 1091.3291 - logits_profile_predictions_loss: 1079.9581 - logcount_predictions_loss: 0.2505 501/2430 [=====>........................] - ETA: 15:22 - loss: 1091.3183 - logits_profile_predictions_loss: 1079.9471 - logcount_predictions_loss: 0.2505 502/2430 [=====>........................] - ETA: 15:21 - loss: 1091.3073 - logits_profile_predictions_loss: 1079.9360 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[=====>........................] - ETA: 15:18 - loss: 1091.2259 - logits_profile_predictions_loss: 1079.8536 - logcount_predictions_loss: 0.2505 510/2430 [=====>........................] - ETA: 15:18 - loss: 1091.2140 - logits_profile_predictions_loss: 1079.8416 - logcount_predictions_loss: 0.2505 511/2430 [=====>........................] - ETA: 15:17 - loss: 1091.2019 - logits_profile_predictions_loss: 1079.8294 - logcount_predictions_loss: 0.2505 512/2430 [=====>........................] - ETA: 15:17 - loss: 1091.1902 - logits_profile_predictions_loss: 1079.8177 - logcount_predictions_loss: 0.2505 513/2430 [=====>........................] - ETA: 15:16 - loss: 1091.1788 - logits_profile_predictions_loss: 1079.8062 - logcount_predictions_loss: 0.2505 514/2430 [=====>........................] - ETA: 15:16 - loss: 1091.1677 - logits_profile_predictions_loss: 1079.7950 - logcount_predictions_loss: 0.2505 515/2430 [=====>........................] - ETA: 15:15 - loss: 1091.1565 - 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logcount_predictions_loss: 0.2513 2410/2430 [============================>.] - ETA: 9s - loss: 1086.5062 - logits_profile_predictions_loss: 1075.0964 - logcount_predictions_loss: 0.2513  2411/2430 [============================>.] - ETA: 9s - loss: 1086.5068 - logits_profile_predictions_loss: 1075.0970 - logcount_predictions_loss: 0.2513 2412/2430 [============================>.] - ETA: 8s - loss: 1086.5074 - logits_profile_predictions_loss: 1075.0976 - logcount_predictions_loss: 0.2513 2413/2430 [============================>.] - ETA: 8s - loss: 1086.5080 - logits_profile_predictions_loss: 1075.0982 - logcount_predictions_loss: 0.2513 2414/2430 [============================>.] - ETA: 7s - loss: 1086.5085 - logits_profile_predictions_loss: 1075.0987 - logcount_predictions_loss: 0.2513 2415/2430 [============================>.] - ETA: 7s - loss: 1086.5091 - logits_profile_predictions_loss: 1075.0993 - logcount_predictions_loss: 0.2513 2416/2430 [============================>.] - ETA: 6s - loss: 1086.5096 - logits_profile_predictions_loss: 1075.0998 - logcount_predictions_loss: 0.2513 2417/2430 [============================>.] - ETA: 6s - loss: 1086.5102 - logits_profile_predictions_loss: 1075.1003 - logcount_predictions_loss: 0.2513 2418/2430 [============================>.] - ETA: 5s - loss: 1086.5107 - logits_profile_predictions_loss: 1075.1009 - logcount_predictions_loss: 0.2513 2419/2430 [============================>.] - ETA: 5s - loss: 1086.5113 - logits_profile_predictions_loss: 1075.1014 - logcount_predictions_loss: 0.2513 2420/2430 [============================>.] - ETA: 4s - loss: 1086.5118 - logits_profile_predictions_loss: 1075.1019 - logcount_predictions_loss: 0.2513 2421/2430 [============================>.] - ETA: 4s - loss: 1086.5123 - logits_profile_predictions_loss: 1075.1024 - logcount_predictions_loss: 0.2513 2422/2430 [============================>.] - ETA: 3s - loss: 1086.5128 - logits_profile_predictions_loss: 1075.1030 - logcount_predictions_loss: 0.2513 2423/2430 [============================>.] - ETA: 3s - loss: 1086.5134 - logits_profile_predictions_loss: 1075.1035 - logcount_predictions_loss: 0.2513 2424/2430 [============================>.] - ETA: 2s - loss: 1086.5139 - logits_profile_predictions_loss: 1075.1040 - logcount_predictions_loss: 0.2513 2425/2430 [============================>.] - ETA: 2s - loss: 1086.5144 - logits_profile_predictions_loss: 1075.1045 - logcount_predictions_loss: 0.2513 2426/2430 [============================>.] - ETA: 1s - loss: 1086.5149 - logits_profile_predictions_loss: 1075.1050 - logcount_predictions_loss: 0.2513 2427/2430 [============================>.] - ETA: 1s - loss: 1086.5154 - logits_profile_predictions_loss: 1075.1054 - logcount_predictions_loss: 0.2513 2428/2430 [============================>.] - ETA: 0s - loss: 1086.5158 - logits_profile_predictions_loss: 1075.1059 - logcount_predictions_loss: 0.2513 2429/2430 [============================>.] - ETA: 0s - loss: 1086.5163 - logits_profile_predictions_loss: 1075.1064 - logcount_predictions_loss: 0.2513 2430/2430 [==============================] - ETA: 0s - loss: 1086.5168 - logits_profile_predictions_loss: 1075.1068 - logcount_predictions_loss: 0.2513 2430/2430 [==============================] - 1204s 496ms/step - loss: 1086.5173 - logits_profile_predictions_loss: 1075.1073 - logcount_predictions_loss: 0.2513 - val_loss: 1125.7595 - val_logits_profile_predictions_loss: 1113.7870 - val_logcount_predictions_loss: 0.2637 Epoch 00009: val_loss did not improve from 1118.79114 Epoch 10/50 1/2430 [..............................] - ETA: 21:07 - loss: 1066.5795 - logits_profile_predictions_loss: 1055.9148 - logcount_predictions_loss: 0.2349 2/2430 [..............................] - ETA: 19:12 - loss: 1067.0838 - logits_profile_predictions_loss: 1057.1852 - logcount_predictions_loss: 0.2180 3/2430 [..............................] - ETA: 19:08 - loss: 1088.3287 - logits_profile_predictions_loss: 1078.3869 - logcount_predictions_loss: 0.2190 4/2430 [..............................] - ETA: 19:08 - loss: 1100.8919 - logits_profile_predictions_loss: 1090.8579 - logcount_predictions_loss: 0.2210 5/2430 [..............................] - ETA: 19:11 - loss: 1104.9861 - logits_profile_predictions_loss: 1094.9191 - logcount_predictions_loss: 0.2217 6/2430 [..............................] - ETA: 19:09 - loss: 1105.0316 - logits_profile_predictions_loss: 1094.7740 - logcount_predictions_loss: 0.2259 7/2430 [..............................] - ETA: 19:09 - loss: 1104.9564 - logits_profile_predictions_loss: 1094.5446 - logcount_predictions_loss: 0.2293 8/2430 [..............................] - ETA: 19:09 - loss: 1106.4198 - logits_profile_predictions_loss: 1095.8943 - logcount_predictions_loss: 0.2318 9/2430 [..............................] - ETA: 19:09 - loss: 1107.6530 - logits_profile_predictions_loss: 1097.0400 - logcount_predictions_loss: 0.2338 10/2430 [..............................] - ETA: 19:09 - loss: 1107.3810 - logits_profile_predictions_loss: 1096.6586 - logcount_predictions_loss: 0.2362 11/2430 [..............................] - ETA: 19:08 - loss: 1106.4743 - logits_profile_predictions_loss: 1095.6850 - logcount_predictions_loss: 0.2376 12/2430 [..............................] - ETA: 19:09 - loss: 1106.0221 - logits_profile_predictions_loss: 1095.1540 - logcount_predictions_loss: 0.2394 13/2430 [..............................] - ETA: 19:08 - loss: 1106.1072 - logits_profile_predictions_loss: 1095.1949 - logcount_predictions_loss: 0.2404 14/2430 [..............................] - ETA: 19:08 - loss: 1106.4173 - logits_profile_predictions_loss: 1095.4657 - logcount_predictions_loss: 0.2412 15/2430 [..............................] - ETA: 19:07 - loss: 1106.7882 - logits_profile_predictions_loss: 1095.8113 - logcount_predictions_loss: 0.2418 16/2430 [..............................] - ETA: 19:06 - loss: 1106.8200 - logits_profile_predictions_loss: 1095.8397 - logcount_predictions_loss: 0.2419 17/2430 [..............................] - ETA: 19:06 - loss: 1106.9427 - logits_profile_predictions_loss: 1095.9632 - logcount_predictions_loss: 0.2418 18/2430 [..............................] - ETA: 19:05 - loss: 1106.9153 - logits_profile_predictions_loss: 1095.9391 - logcount_predictions_loss: 0.2418 19/2430 [..............................] - ETA: 19:05 - loss: 1107.0563 - logits_profile_predictions_loss: 1096.0886 - logcount_predictions_loss: 0.2416 20/2430 [..............................] - ETA: 19:04 - loss: 1107.0903 - logits_profile_predictions_loss: 1096.1296 - logcount_predictions_loss: 0.2414 21/2430 [..............................] - ETA: 19:04 - loss: 1107.0058 - logits_profile_predictions_loss: 1096.0556 - logcount_predictions_loss: 0.2412 22/2430 [..............................] - ETA: 19:04 - loss: 1106.9877 - logits_profile_predictions_loss: 1096.0500 - logcount_predictions_loss: 0.2409 23/2430 [..............................] - ETA: 19:03 - loss: 1106.6975 - logits_profile_predictions_loss: 1095.7763 - logcount_predictions_loss: 0.2406 24/2430 [..............................] - ETA: 19:03 - loss: 1106.3115 - logits_profile_predictions_loss: 1095.4040 - logcount_predictions_loss: 0.2403 25/2430 [..............................] - ETA: 19:02 - loss: 1105.9386 - logits_profile_predictions_loss: 1095.0379 - logcount_predictions_loss: 0.2401 26/2430 [..............................] - ETA: 19:02 - loss: 1105.4161 - logits_profile_predictions_loss: 1094.5230 - logcount_predictions_loss: 0.2399 27/2430 [..............................] - ETA: 19:01 - loss: 1104.7938 - logits_profile_predictions_loss: 1093.9044 - logcount_predictions_loss: 0.2399 28/2430 [..............................] - ETA: 19:01 - loss: 1104.3062 - logits_profile_predictions_loss: 1093.4171 - logcount_predictions_loss: 0.2398 29/2430 [..............................] - ETA: 19:00 - loss: 1103.8304 - logits_profile_predictions_loss: 1092.9454 - logcount_predictions_loss: 0.2398 30/2430 [..............................] - ETA: 19:00 - loss: 1103.4394 - logits_profile_predictions_loss: 1092.5577 - logcount_predictions_loss: 0.2397 31/2430 [..............................] - ETA: 18:59 - loss: 1103.0113 - logits_profile_predictions_loss: 1092.1306 - logcount_predictions_loss: 0.2397 32/2430 [..............................] - ETA: 18:59 - loss: 1102.4442 - logits_profile_predictions_loss: 1091.5644 - logcount_predictions_loss: 0.2396 33/2430 [..............................] - ETA: 18:58 - loss: 1101.8059 - logits_profile_predictions_loss: 1090.9298 - logcount_predictions_loss: 0.2396 34/2430 [..............................] - ETA: 18:58 - loss: 1101.2263 - logits_profile_predictions_loss: 1090.3553 - logcount_predictions_loss: 0.2394 35/2430 [..............................] - ETA: 18:57 - loss: 1100.6588 - logits_profile_predictions_loss: 1089.7923 - logcount_predictions_loss: 0.2393 36/2430 [..............................] - ETA: 18:57 - loss: 1100.0560 - logits_profile_predictions_loss: 1089.1968 - logcount_predictions_loss: 0.2392 37/2430 [..............................] - ETA: 18:57 - loss: 1099.4779 - logits_profile_predictions_loss: 1088.6243 - logcount_predictions_loss: 0.2391 38/2430 [..............................] - ETA: 18:56 - loss: 1098.9018 - logits_profile_predictions_loss: 1088.0552 - logcount_predictions_loss: 0.2389 39/2430 [..............................] - ETA: 18:56 - loss: 1098.3656 - logits_profile_predictions_loss: 1087.5272 - logcount_predictions_loss: 0.2387 40/2430 [..............................] - ETA: 18:55 - loss: 1097.8200 - logits_profile_predictions_loss: 1086.9891 - logcount_predictions_loss: 0.2386 41/2430 [..............................] - ETA: 18:55 - loss: 1097.2405 - logits_profile_predictions_loss: 1086.4158 - logcount_predictions_loss: 0.2384 42/2430 [..............................] - ETA: 18:54 - loss: 1096.6741 - logits_profile_predictions_loss: 1085.8542 - logcount_predictions_loss: 0.2383 43/2430 [..............................] - ETA: 18:54 - loss: 1096.1576 - logits_profile_predictions_loss: 1085.3446 - logcount_predictions_loss: 0.2382 44/2430 [..............................] - ETA: 18:53 - loss: 1095.6993 - logits_profile_predictions_loss: 1084.8929 - logcount_predictions_loss: 0.2380 45/2430 [..............................] - ETA: 18:53 - loss: 1095.2194 - logits_profile_predictions_loss: 1084.4195 - logcount_predictions_loss: 0.2379 46/2430 [..............................] - ETA: 18:53 - loss: 1094.7765 - logits_profile_predictions_loss: 1083.9824 - logcount_predictions_loss: 0.2378 47/2430 [..............................] - ETA: 18:52 - loss: 1094.3162 - logits_profile_predictions_loss: 1083.5270 - logcount_predictions_loss: 0.2376 48/2430 [..............................] - ETA: 18:52 - loss: 1093.8575 - logits_profile_predictions_loss: 1083.0722 - logcount_predictions_loss: 0.2376 49/2430 [..............................] - ETA: 18:51 - loss: 1093.4787 - logits_profile_predictions_loss: 1082.6985 - logcount_predictions_loss: 0.2374 50/2430 [..............................] - ETA: 18:51 - loss: 1093.0955 - logits_profile_predictions_loss: 1082.3218 - logcount_predictions_loss: 0.2373 51/2430 [..............................] - ETA: 18:51 - loss: 1092.7476 - logits_profile_predictions_loss: 1081.9795 - logcount_predictions_loss: 0.2372 52/2430 [..............................] - ETA: 18:50 - loss: 1092.4750 - logits_profile_predictions_loss: 1081.7126 - logcount_predictions_loss: 0.2371 53/2430 [..............................] - ETA: 18:50 - loss: 1092.1977 - logits_profile_predictions_loss: 1081.4378 - logcount_predictions_loss: 0.2370 54/2430 [..............................] - ETA: 18:49 - loss: 1091.9114 - logits_profile_predictions_loss: 1081.1537 - logcount_predictions_loss: 0.2370 55/2430 [..............................] - ETA: 18:49 - loss: 1091.6247 - logits_profile_predictions_loss: 1080.8687 - logcount_predictions_loss: 0.2369 56/2430 [..............................] - ETA: 18:48 - loss: 1091.3703 - logits_profile_predictions_loss: 1080.6161 - logcount_predictions_loss: 0.2369 57/2430 [..............................] - ETA: 18:48 - loss: 1091.1313 - logits_profile_predictions_loss: 1080.3795 - logcount_predictions_loss: 0.2368 58/2430 [..............................] - ETA: 18:48 - loss: 1090.9037 - logits_profile_predictions_loss: 1080.1546 - logcount_predictions_loss: 0.2368 59/2430 [..............................] - ETA: 18:47 - loss: 1090.6761 - logits_profile_predictions_loss: 1079.9300 - logcount_predictions_loss: 0.2367 60/2430 [..............................] - ETA: 18:47 - loss: 1090.4828 - logits_profile_predictions_loss: 1079.7391 - logcount_predictions_loss: 0.2366 61/2430 [..............................] - ETA: 18:46 - loss: 1090.3343 - logits_profile_predictions_loss: 1079.5927 - logcount_predictions_loss: 0.2366 62/2430 [..............................] - ETA: 18:46 - loss: 1090.1681 - logits_profile_predictions_loss: 1079.4285 - logcount_predictions_loss: 0.2366 63/2430 [..............................] - ETA: 18:45 - loss: 1090.0164 - logits_profile_predictions_loss: 1079.2789 - logcount_predictions_loss: 0.2365 64/2430 [..............................] - ETA: 18:45 - loss: 1089.8632 - logits_profile_predictions_loss: 1079.1275 - logcount_predictions_loss: 0.2365 65/2430 [..............................] - ETA: 18:44 - loss: 1089.6852 - logits_profile_predictions_loss: 1078.9497 - logcount_predictions_loss: 0.2365 66/2430 [..............................] - ETA: 18:44 - loss: 1089.5093 - logits_profile_predictions_loss: 1078.7743 - logcount_predictions_loss: 0.2365 67/2430 [..............................] - ETA: 18:43 - loss: 1089.3211 - logits_profile_predictions_loss: 1078.5859 - logcount_predictions_loss: 0.2365 68/2430 [..............................] - ETA: 18:43 - loss: 1089.1509 - logits_profile_predictions_loss: 1078.4157 - logcount_predictions_loss: 0.2365 69/2430 [..............................] - ETA: 18:42 - loss: 1089.0022 - logits_profile_predictions_loss: 1078.2669 - logcount_predictions_loss: 0.2365 70/2430 [..............................] - ETA: 18:42 - loss: 1088.8509 - logits_profile_predictions_loss: 1078.1161 - logcount_predictions_loss: 0.2364 71/2430 [..............................] - ETA: 18:41 - loss: 1088.7347 - logits_profile_predictions_loss: 1078.0004 - logcount_predictions_loss: 0.2364 72/2430 [..............................] - ETA: 18:41 - loss: 1088.6279 - logits_profile_predictions_loss: 1077.8943 - logcount_predictions_loss: 0.2364 73/2430 [..............................] - ETA: 18:40 - loss: 1088.5298 - logits_profile_predictions_loss: 1077.7971 - logcount_predictions_loss: 0.2364 74/2430 [..............................] - ETA: 18:40 - loss: 1088.4182 - logits_profile_predictions_loss: 1077.6865 - logcount_predictions_loss: 0.2364 75/2430 [..............................] - ETA: 18:39 - loss: 1088.2956 - logits_profile_predictions_loss: 1077.5648 - logcount_predictions_loss: 0.2364 76/2430 [..............................] - ETA: 18:39 - loss: 1088.1694 - logits_profile_predictions_loss: 1077.4387 - logcount_predictions_loss: 0.2364 77/2430 [..............................] - ETA: 18:39 - loss: 1088.0521 - logits_profile_predictions_loss: 1077.3212 - logcount_predictions_loss: 0.2364 78/2430 [..............................] - ETA: 18:38 - loss: 1087.9229 - logits_profile_predictions_loss: 1077.1920 - logcount_predictions_loss: 0.2364 79/2430 [..............................] - ETA: 18:38 - loss: 1087.7935 - logits_profile_predictions_loss: 1077.0630 - logcount_predictions_loss: 0.2364 80/2430 [..............................] - ETA: 18:37 - loss: 1087.6611 - logits_profile_predictions_loss: 1076.9305 - logcount_predictions_loss: 0.2364 81/2430 [>.............................] - ETA: 18:37 - loss: 1087.5383 - logits_profile_predictions_loss: 1076.8064 - logcount_predictions_loss: 0.2364 82/2430 [>.............................] - ETA: 18:36 - loss: 1087.4195 - logits_profile_predictions_loss: 1076.6870 - logcount_predictions_loss: 0.2364 83/2430 [>.............................] - ETA: 18:36 - loss: 1087.3196 - logits_profile_predictions_loss: 1076.5869 - logcount_predictions_loss: 0.2364 84/2430 [>.............................] - ETA: 18:35 - loss: 1087.2056 - logits_profile_predictions_loss: 1076.4723 - logcount_predictions_loss: 0.2364 85/2430 [>.............................] - ETA: 18:35 - loss: 1087.1102 - logits_profile_predictions_loss: 1076.3762 - logcount_predictions_loss: 0.2364 86/2430 [>.............................] - ETA: 18:34 - loss: 1087.0348 - logits_profile_predictions_loss: 1076.3000 - logcount_predictions_loss: 0.2364 87/2430 [>.............................] - ETA: 18:34 - loss: 1086.9727 - logits_profile_predictions_loss: 1076.2373 - logcount_predictions_loss: 0.2365 88/2430 [>.............................] - ETA: 18:33 - loss: 1086.9212 - logits_profile_predictions_loss: 1076.1856 - logcount_predictions_loss: 0.2365 89/2430 [>.............................] - ETA: 18:33 - loss: 1086.8756 - logits_profile_predictions_loss: 1076.1402 - logcount_predictions_loss: 0.2365 90/2430 [>.............................] - ETA: 18:32 - loss: 1086.8242 - logits_profile_predictions_loss: 1076.0892 - logcount_predictions_loss: 0.2365 91/2430 [>.............................] - ETA: 18:32 - loss: 1086.7733 - logits_profile_predictions_loss: 1076.0388 - logcount_predictions_loss: 0.2364 92/2430 [>.............................] - ETA: 18:31 - loss: 1086.7260 - logits_profile_predictions_loss: 1075.9920 - logcount_predictions_loss: 0.2364 93/2430 [>.............................] - ETA: 18:31 - loss: 1086.6662 - logits_profile_predictions_loss: 1075.9324 - logcount_predictions_loss: 0.2364 94/2430 [>.............................] - ETA: 18:30 - loss: 1086.5898 - logits_profile_predictions_loss: 1075.8564 - logcount_predictions_loss: 0.2364 95/2430 [>.............................] - ETA: 18:30 - loss: 1086.5201 - logits_profile_predictions_loss: 1075.7872 - logcount_predictions_loss: 0.2364 96/2430 [>.............................] - ETA: 18:30 - loss: 1086.4596 - logits_profile_predictions_loss: 1075.7272 - logcount_predictions_loss: 0.2364 97/2430 [>.............................] - ETA: 18:29 - loss: 1086.4106 - logits_profile_predictions_loss: 1075.6792 - logcount_predictions_loss: 0.2364 98/2430 [>.............................] - ETA: 18:29 - loss: 1086.3663 - logits_profile_predictions_loss: 1075.6358 - logcount_predictions_loss: 0.2364 99/2430 [>.............................] - ETA: 18:28 - loss: 1086.3259 - logits_profile_predictions_loss: 1075.5961 - logcount_predictions_loss: 0.2363 100/2430 [>.............................] - ETA: 18:28 - loss: 1086.2822 - logits_profile_predictions_loss: 1075.5533 - logcount_predictions_loss: 0.2363 101/2430 [>.............................] - 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ETA: 17s - loss: 1084.0463 - logits_profile_predictions_loss: 1072.8450 - logcount_predictions_loss: 0.2467 2395/2430 [============================>.] - ETA: 16s - loss: 1084.0460 - logits_profile_predictions_loss: 1072.8448 - logcount_predictions_loss: 0.2467 2396/2430 [============================>.] - ETA: 16s - loss: 1084.0457 - logits_profile_predictions_loss: 1072.8445 - logcount_predictions_loss: 0.2467 2397/2430 [============================>.] - ETA: 15s - loss: 1084.0454 - logits_profile_predictions_loss: 1072.8442 - logcount_predictions_loss: 0.2467 2398/2430 [============================>.] - ETA: 15s - loss: 1084.0451 - logits_profile_predictions_loss: 1072.8439 - logcount_predictions_loss: 0.2467 2399/2430 [============================>.] - ETA: 14s - loss: 1084.0448 - logits_profile_predictions_loss: 1072.8436 - logcount_predictions_loss: 0.2467 2400/2430 [============================>.] - ETA: 14s - loss: 1084.0445 - logits_profile_predictions_loss: 1072.8432 - logcount_predictions_loss: 0.2467 2401/2430 [============================>.] - ETA: 13s - loss: 1084.0442 - logits_profile_predictions_loss: 1072.8429 - logcount_predictions_loss: 0.2467 2402/2430 [============================>.] - ETA: 13s - loss: 1084.0439 - logits_profile_predictions_loss: 1072.8426 - logcount_predictions_loss: 0.2467 2403/2430 [============================>.] - ETA: 12s - loss: 1084.0435 - logits_profile_predictions_loss: 1072.8422 - logcount_predictions_loss: 0.2467 2404/2430 [============================>.] - ETA: 12s - loss: 1084.0432 - logits_profile_predictions_loss: 1072.8419 - logcount_predictions_loss: 0.2467 2405/2430 [============================>.] - ETA: 11s - loss: 1084.0429 - logits_profile_predictions_loss: 1072.8415 - logcount_predictions_loss: 0.2467 2406/2430 [============================>.] - ETA: 11s - loss: 1084.0426 - logits_profile_predictions_loss: 1072.8412 - logcount_predictions_loss: 0.2467 2407/2430 [============================>.] - ETA: 11s - loss: 1084.0422 - logits_profile_predictions_loss: 1072.8409 - logcount_predictions_loss: 0.2467 2408/2430 [============================>.] - ETA: 10s - loss: 1084.0419 - logits_profile_predictions_loss: 1072.8405 - logcount_predictions_loss: 0.2467 2409/2430 [============================>.] - ETA: 10s - loss: 1084.0416 - logits_profile_predictions_loss: 1072.8402 - logcount_predictions_loss: 0.2467 2410/2430 [============================>.] - ETA: 9s - loss: 1084.0412 - logits_profile_predictions_loss: 1072.8398 - logcount_predictions_loss: 0.2467  2411/2430 [============================>.] - ETA: 9s - loss: 1084.0409 - logits_profile_predictions_loss: 1072.8395 - logcount_predictions_loss: 0.2467 2412/2430 [============================>.] - ETA: 8s - loss: 1084.0406 - logits_profile_predictions_loss: 1072.8392 - logcount_predictions_loss: 0.2467 2413/2430 [============================>.] - ETA: 8s - loss: 1084.0403 - logits_profile_predictions_loss: 1072.8389 - logcount_predictions_loss: 0.2467 2414/2430 [============================>.] - ETA: 7s - loss: 1084.0400 - logits_profile_predictions_loss: 1072.8386 - logcount_predictions_loss: 0.2467 2415/2430 [============================>.] - ETA: 7s - loss: 1084.0397 - logits_profile_predictions_loss: 1072.8383 - logcount_predictions_loss: 0.2467 2416/2430 [============================>.] - ETA: 6s - loss: 1084.0394 - logits_profile_predictions_loss: 1072.8380 - logcount_predictions_loss: 0.2467 2417/2430 [============================>.] - ETA: 6s - loss: 1084.0391 - logits_profile_predictions_loss: 1072.8377 - logcount_predictions_loss: 0.2467 2418/2430 [============================>.] - ETA: 5s - loss: 1084.0388 - logits_profile_predictions_loss: 1072.8373 - logcount_predictions_loss: 0.2467 2419/2430 [============================>.] - ETA: 5s - loss: 1084.0385 - logits_profile_predictions_loss: 1072.8370 - logcount_predictions_loss: 0.2467 2420/2430 [============================>.] - ETA: 4s - loss: 1084.0382 - logits_profile_predictions_loss: 1072.8367 - logcount_predictions_loss: 0.2467 2421/2430 [============================>.] - ETA: 4s - loss: 1084.0379 - logits_profile_predictions_loss: 1072.8364 - logcount_predictions_loss: 0.2467 2422/2430 [============================>.] - ETA: 3s - loss: 1084.0377 - logits_profile_predictions_loss: 1072.8361 - logcount_predictions_loss: 0.2467 2423/2430 [============================>.] - ETA: 3s - loss: 1084.0374 - logits_profile_predictions_loss: 1072.8358 - logcount_predictions_loss: 0.2467 2424/2430 [============================>.] - ETA: 2s - loss: 1084.0371 - logits_profile_predictions_loss: 1072.8355 - logcount_predictions_loss: 0.2467 2425/2430 [============================>.] - ETA: 2s - loss: 1084.0368 - logits_profile_predictions_loss: 1072.8352 - logcount_predictions_loss: 0.2467 2426/2430 [============================>.] - ETA: 1s - loss: 1084.0365 - logits_profile_predictions_loss: 1072.8350 - logcount_predictions_loss: 0.2467 2427/2430 [============================>.] - ETA: 1s - loss: 1084.0362 - logits_profile_predictions_loss: 1072.8347 - logcount_predictions_loss: 0.2467 2428/2430 [============================>.] - ETA: 0s - loss: 1084.0360 - logits_profile_predictions_loss: 1072.8344 - logcount_predictions_loss: 0.2467 2429/2430 [============================>.] - ETA: 0s - loss: 1084.0357 - logits_profile_predictions_loss: 1072.8341 - logcount_predictions_loss: 0.2467 2430/2430 [==============================] - ETA: 0s - loss: 1084.0354 - logits_profile_predictions_loss: 1072.8338 - logcount_predictions_loss: 0.2467 2430/2430 [==============================] - 1204s 496ms/step - loss: 1084.0351 - logits_profile_predictions_loss: 1072.8335 - logcount_predictions_loss: 0.2467 - val_loss: 1121.5844 - val_logits_profile_predictions_loss: 1109.5437 - val_logcount_predictions_loss: 0.2652 Epoch 00010: val_loss did not improve from 1118.79114 Epoch 11/50 1/2430 [..............................] - ETA: 20:54 - loss: 1209.2125 - logits_profile_predictions_loss: 1200.3723 - logcount_predictions_loss: 0.1947 2/2430 [..............................] - ETA: 19:17 - loss: 1218.4094 - logits_profile_predictions_loss: 1208.9467 - logcount_predictions_loss: 0.2084 3/2430 [..............................] - ETA: 19:06 - loss: 1207.9125 - logits_profile_predictions_loss: 1198.1811 - logcount_predictions_loss: 0.2143 4/2430 [..............................] - ETA: 19:05 - loss: 1188.8594 - logits_profile_predictions_loss: 1178.0518 - logcount_predictions_loss: 0.2381 5/2430 [..............................] - ETA: 19:07 - loss: 1177.5137 - logits_profile_predictions_loss: 1166.1366 - logcount_predictions_loss: 0.2506 6/2430 [..............................] - ETA: 19:09 - loss: 1169.6106 - logits_profile_predictions_loss: 1158.0432 - logcount_predictions_loss: 0.2548 7/2430 [..............................] - ETA: 19:08 - loss: 1163.1133 - logits_profile_predictions_loss: 1151.5170 - logcount_predictions_loss: 0.2554 8/2430 [..............................] - ETA: 19:08 - loss: 1159.1260 - logits_profile_predictions_loss: 1147.4966 - logcount_predictions_loss: 0.2562 9/2430 [..............................] - ETA: 19:07 - loss: 1154.7538 - logits_profile_predictions_loss: 1143.0686 - logcount_predictions_loss: 0.2574 10/2430 [..............................] - ETA: 19:07 - loss: 1151.5124 - logits_profile_predictions_loss: 1139.7771 - logcount_predictions_loss: 0.2585 11/2430 [..............................] - ETA: 19:06 - loss: 1149.4147 - logits_profile_predictions_loss: 1137.6237 - logcount_predictions_loss: 0.2597 12/2430 [..............................] - ETA: 19:07 - loss: 1147.3828 - logits_profile_predictions_loss: 1135.5420 - logcount_predictions_loss: 0.2608 13/2430 [..............................] - ETA: 19:06 - loss: 1145.8085 - logits_profile_predictions_loss: 1133.9379 - logcount_predictions_loss: 0.2615 14/2430 [..............................] - ETA: 19:06 - loss: 1143.4152 - logits_profile_predictions_loss: 1131.5388 - logcount_predictions_loss: 0.2616 15/2430 [..............................] - ETA: 19:05 - loss: 1141.2168 - logits_profile_predictions_loss: 1129.3316 - logcount_predictions_loss: 0.2618 16/2430 [..............................] - ETA: 19:05 - loss: 1138.7340 - logits_profile_predictions_loss: 1126.8487 - logcount_predictions_loss: 0.2618 17/2430 [..............................] - ETA: 19:05 - loss: 1135.8788 - logits_profile_predictions_loss: 1124.0128 - logcount_predictions_loss: 0.2614 18/2430 [..............................] - ETA: 19:06 - loss: 1133.0539 - logits_profile_predictions_loss: 1121.2142 - logcount_predictions_loss: 0.2608 19/2430 [..............................] - ETA: 19:05 - loss: 1130.8585 - logits_profile_predictions_loss: 1119.0436 - logcount_predictions_loss: 0.2602 20/2430 [..............................] - ETA: 19:05 - loss: 1128.7688 - logits_profile_predictions_loss: 1116.9675 - logcount_predictions_loss: 0.2599 21/2430 [..............................] - ETA: 19:05 - loss: 1126.7576 - logits_profile_predictions_loss: 1114.9740 - logcount_predictions_loss: 0.2595 22/2430 [..............................] - ETA: 19:04 - loss: 1124.7589 - logits_profile_predictions_loss: 1112.9945 - logcount_predictions_loss: 0.2591 23/2430 [..............................] - ETA: 19:04 - loss: 1123.0982 - logits_profile_predictions_loss: 1111.3503 - logcount_predictions_loss: 0.2588 24/2430 [..............................] - ETA: 19:04 - loss: 1121.1765 - logits_profile_predictions_loss: 1109.4461 - logcount_predictions_loss: 0.2584 25/2430 [..............................] - ETA: 19:03 - loss: 1119.6351 - logits_profile_predictions_loss: 1107.9232 - logcount_predictions_loss: 0.2580 26/2430 [..............................] - ETA: 19:03 - loss: 1118.4859 - logits_profile_predictions_loss: 1106.7904 - logcount_predictions_loss: 0.2576 27/2430 [..............................] - ETA: 19:02 - loss: 1117.5486 - logits_profile_predictions_loss: 1105.8708 - logcount_predictions_loss: 0.2572 28/2430 [..............................] - ETA: 19:01 - loss: 1116.6304 - logits_profile_predictions_loss: 1104.9714 - logcount_predictions_loss: 0.2568 29/2430 [..............................] - ETA: 19:01 - loss: 1115.7515 - logits_profile_predictions_loss: 1104.1045 - logcount_predictions_loss: 0.2565 30/2430 [..............................] - ETA: 19:01 - loss: 1114.8439 - logits_profile_predictions_loss: 1103.2120 - logcount_predictions_loss: 0.2562 31/2430 [..............................] - ETA: 19:00 - loss: 1114.0757 - logits_profile_predictions_loss: 1102.4619 - logcount_predictions_loss: 0.2558 32/2430 [..............................] - ETA: 19:00 - loss: 1113.2178 - logits_profile_predictions_loss: 1101.6204 - logcount_predictions_loss: 0.2554 33/2430 [..............................] - ETA: 18:59 - loss: 1112.3656 - logits_profile_predictions_loss: 1100.7811 - logcount_predictions_loss: 0.2552 34/2430 [..............................] - ETA: 19:00 - loss: 1111.4897 - logits_profile_predictions_loss: 1099.9200 - logcount_predictions_loss: 0.2548 35/2430 [..............................] - ETA: 18:59 - loss: 1110.7142 - logits_profile_predictions_loss: 1099.1603 - logcount_predictions_loss: 0.2545 36/2430 [..............................] - ETA: 18:59 - loss: 1109.8829 - logits_profile_predictions_loss: 1098.3447 - logcount_predictions_loss: 0.2541 37/2430 [..............................] - ETA: 18:58 - loss: 1109.1781 - logits_profile_predictions_loss: 1097.6576 - logcount_predictions_loss: 0.2538 38/2430 [..............................] - ETA: 18:57 - loss: 1108.5051 - logits_profile_predictions_loss: 1097.0019 - logcount_predictions_loss: 0.2534 39/2430 [..............................] - ETA: 18:57 - loss: 1107.9548 - logits_profile_predictions_loss: 1096.4708 - logcount_predictions_loss: 0.2530 40/2430 [..............................] - ETA: 18:57 - loss: 1107.3377 - logits_profile_predictions_loss: 1095.8722 - logcount_predictions_loss: 0.2525 41/2430 [..............................] - ETA: 18:56 - loss: 1106.8043 - logits_profile_predictions_loss: 1095.3575 - logcount_predictions_loss: 0.2521 42/2430 [..............................] - ETA: 18:56 - loss: 1106.3359 - logits_profile_predictions_loss: 1094.9074 - logcount_predictions_loss: 0.2517 43/2430 [..............................] - ETA: 18:55 - loss: 1105.8642 - logits_profile_predictions_loss: 1094.4513 - logcount_predictions_loss: 0.2514 44/2430 [..............................] - ETA: 18:55 - loss: 1105.4254 - logits_profile_predictions_loss: 1094.0179 - logcount_predictions_loss: 0.2513 45/2430 [..............................] - ETA: 18:54 - loss: 1104.9925 - logits_profile_predictions_loss: 1093.5905 - logcount_predictions_loss: 0.2511 46/2430 [..............................] - ETA: 18:54 - loss: 1104.5739 - logits_profile_predictions_loss: 1093.1787 - logcount_predictions_loss: 0.2510 47/2430 [..............................] - ETA: 18:53 - loss: 1104.1696 - logits_profile_predictions_loss: 1092.7802 - logcount_predictions_loss: 0.2509 48/2430 [..............................] - ETA: 18:53 - loss: 1103.7575 - logits_profile_predictions_loss: 1092.3757 - logcount_predictions_loss: 0.2507 49/2430 [..............................] - ETA: 18:53 - loss: 1103.3158 - logits_profile_predictions_loss: 1091.9418 - logcount_predictions_loss: 0.2505 50/2430 [..............................] - ETA: 18:52 - loss: 1102.9469 - logits_profile_predictions_loss: 1091.5805 - logcount_predictions_loss: 0.2504 51/2430 [..............................] - ETA: 18:52 - loss: 1102.6059 - logits_profile_predictions_loss: 1091.2467 - logcount_predictions_loss: 0.2502 52/2430 [..............................] - ETA: 18:51 - loss: 1102.3269 - logits_profile_predictions_loss: 1090.9736 - logcount_predictions_loss: 0.2501 53/2430 [..............................] - ETA: 18:51 - loss: 1102.0540 - logits_profile_predictions_loss: 1090.7076 - logcount_predictions_loss: 0.2499 54/2430 [..............................] - ETA: 18:50 - loss: 1101.8143 - logits_profile_predictions_loss: 1090.4746 - logcount_predictions_loss: 0.2498 55/2430 [..............................] - ETA: 18:50 - loss: 1101.6241 - logits_profile_predictions_loss: 1090.2916 - logcount_predictions_loss: 0.2496 56/2430 [..............................] - ETA: 18:49 - loss: 1101.4276 - logits_profile_predictions_loss: 1090.1035 - logcount_predictions_loss: 0.2494 57/2430 [..............................] - ETA: 18:49 - loss: 1101.2633 - logits_profile_predictions_loss: 1089.9475 - logcount_predictions_loss: 0.2492 58/2430 [..............................] - ETA: 18:48 - loss: 1101.0543 - logits_profile_predictions_loss: 1089.7477 - logcount_predictions_loss: 0.2490 59/2430 [..............................] - ETA: 18:48 - loss: 1100.8248 - logits_profile_predictions_loss: 1089.5262 - logcount_predictions_loss: 0.2489 60/2430 [..............................] - ETA: 18:47 - loss: 1100.5797 - logits_profile_predictions_loss: 1089.2891 - logcount_predictions_loss: 0.2487 61/2430 [..............................] - ETA: 18:47 - loss: 1100.3968 - logits_profile_predictions_loss: 1089.1149 - logcount_predictions_loss: 0.2485 62/2430 [..............................] - ETA: 18:46 - loss: 1100.2376 - logits_profile_predictions_loss: 1088.9642 - logcount_predictions_loss: 0.2483 63/2430 [..............................] - ETA: 18:46 - loss: 1100.0642 - logits_profile_predictions_loss: 1088.7989 - logcount_predictions_loss: 0.2481 64/2430 [..............................] - ETA: 18:46 - loss: 1099.9188 - logits_profile_predictions_loss: 1088.6612 - logcount_predictions_loss: 0.2480 65/2430 [..............................] - ETA: 18:45 - loss: 1099.7717 - logits_profile_predictions_loss: 1088.5220 - logcount_predictions_loss: 0.2478 66/2430 [..............................] - ETA: 18:45 - loss: 1099.6275 - logits_profile_predictions_loss: 1088.3855 - logcount_predictions_loss: 0.2476 67/2430 [..............................] - ETA: 18:44 - loss: 1099.4622 - logits_profile_predictions_loss: 1088.2285 - logcount_predictions_loss: 0.2474 68/2430 [..............................] - ETA: 18:44 - loss: 1099.3135 - logits_profile_predictions_loss: 1088.0879 - logcount_predictions_loss: 0.2473 69/2430 [..............................] - ETA: 18:43 - loss: 1099.1803 - logits_profile_predictions_loss: 1087.9622 - logcount_predictions_loss: 0.2471 70/2430 [..............................] - ETA: 18:43 - loss: 1099.0611 - logits_profile_predictions_loss: 1087.8511 - logcount_predictions_loss: 0.2469 71/2430 [..............................] - ETA: 18:42 - loss: 1098.9019 - logits_profile_predictions_loss: 1087.7005 - logcount_predictions_loss: 0.2467 72/2430 [..............................] - ETA: 18:42 - loss: 1098.7383 - logits_profile_predictions_loss: 1087.5442 - logcount_predictions_loss: 0.2466 73/2430 [..............................] - ETA: 18:41 - loss: 1098.6039 - logits_profile_predictions_loss: 1087.4167 - logcount_predictions_loss: 0.2464 74/2430 [..............................] - ETA: 18:41 - loss: 1098.4552 - logits_profile_predictions_loss: 1087.2752 - logcount_predictions_loss: 0.2463 75/2430 [..............................] - ETA: 18:41 - loss: 1098.3053 - logits_profile_predictions_loss: 1087.1328 - logcount_predictions_loss: 0.2461 76/2430 [..............................] - ETA: 18:40 - loss: 1098.1429 - logits_profile_predictions_loss: 1086.9779 - logcount_predictions_loss: 0.2459 77/2430 [..............................] - ETA: 18:40 - loss: 1097.9798 - logits_profile_predictions_loss: 1086.8224 - logcount_predictions_loss: 0.2458 78/2430 [..............................] - ETA: 18:39 - loss: 1097.8144 - logits_profile_predictions_loss: 1086.6639 - logcount_predictions_loss: 0.2456 79/2430 [..............................] - ETA: 18:39 - loss: 1097.6447 - logits_profile_predictions_loss: 1086.5011 - logcount_predictions_loss: 0.2455 80/2430 [..............................] - ETA: 18:38 - loss: 1097.4693 - logits_profile_predictions_loss: 1086.3322 - logcount_predictions_loss: 0.2453 81/2430 [>.............................] - ETA: 18:38 - loss: 1097.2983 - logits_profile_predictions_loss: 1086.1680 - logcount_predictions_loss: 0.2452 82/2430 [>.............................] - ETA: 18:37 - loss: 1097.1270 - logits_profile_predictions_loss: 1086.0033 - logcount_predictions_loss: 0.2450 83/2430 [>.............................] - ETA: 18:37 - loss: 1096.9458 - logits_profile_predictions_loss: 1085.8286 - logcount_predictions_loss: 0.2449 84/2430 [>.............................] - ETA: 18:36 - loss: 1096.7554 - logits_profile_predictions_loss: 1085.6439 - logcount_predictions_loss: 0.2447 85/2430 [>.............................] - ETA: 18:36 - loss: 1096.5508 - 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logcount_predictions_loss: 0.2387 2385/2430 [============================>.] - ETA: 21s - loss: 1077.5519 - logits_profile_predictions_loss: 1066.7143 - logcount_predictions_loss: 0.2387 2386/2430 [============================>.] - ETA: 21s - loss: 1077.5525 - logits_profile_predictions_loss: 1066.7149 - logcount_predictions_loss: 0.2387 2387/2430 [============================>.] - ETA: 20s - loss: 1077.5531 - logits_profile_predictions_loss: 1066.7155 - logcount_predictions_loss: 0.2387 2388/2430 [============================>.] - ETA: 20s - loss: 1077.5537 - logits_profile_predictions_loss: 1066.7161 - logcount_predictions_loss: 0.2387 2389/2430 [============================>.] - ETA: 19s - loss: 1077.5543 - logits_profile_predictions_loss: 1066.7168 - logcount_predictions_loss: 0.2387 2390/2430 [============================>.] - ETA: 19s - loss: 1077.5549 - logits_profile_predictions_loss: 1066.7174 - logcount_predictions_loss: 0.2387 2391/2430 [============================>.] - ETA: 18s - loss: 1077.5555 - logits_profile_predictions_loss: 1066.7180 - logcount_predictions_loss: 0.2387 2392/2430 [============================>.] - ETA: 18s - loss: 1077.5561 - logits_profile_predictions_loss: 1066.7186 - logcount_predictions_loss: 0.2387 2393/2430 [============================>.] - ETA: 17s - loss: 1077.5567 - logits_profile_predictions_loss: 1066.7192 - logcount_predictions_loss: 0.2387 2394/2430 [============================>.] - ETA: 17s - loss: 1077.5573 - logits_profile_predictions_loss: 1066.7199 - logcount_predictions_loss: 0.2387 2395/2430 [============================>.] - ETA: 16s - loss: 1077.5579 - logits_profile_predictions_loss: 1066.7205 - logcount_predictions_loss: 0.2387 2396/2430 [============================>.] - ETA: 16s - loss: 1077.5585 - logits_profile_predictions_loss: 1066.7211 - logcount_predictions_loss: 0.2387 2397/2430 [============================>.] - ETA: 15s - loss: 1077.5591 - logits_profile_predictions_loss: 1066.7217 - logcount_predictions_loss: 0.2387 2398/2430 [============================>.] - ETA: 15s - loss: 1077.5597 - logits_profile_predictions_loss: 1066.7223 - logcount_predictions_loss: 0.2387 2399/2430 [============================>.] - ETA: 14s - loss: 1077.5603 - logits_profile_predictions_loss: 1066.7230 - logcount_predictions_loss: 0.2387 2400/2430 [============================>.] - ETA: 14s - loss: 1077.5609 - logits_profile_predictions_loss: 1066.7236 - logcount_predictions_loss: 0.2387 2401/2430 [============================>.] - ETA: 13s - loss: 1077.5615 - logits_profile_predictions_loss: 1066.7242 - logcount_predictions_loss: 0.2387 2402/2430 [============================>.] - ETA: 13s - loss: 1077.5621 - logits_profile_predictions_loss: 1066.7248 - logcount_predictions_loss: 0.2387 2403/2430 [============================>.] - ETA: 12s - loss: 1077.5627 - logits_profile_predictions_loss: 1066.7254 - logcount_predictions_loss: 0.2387 2404/2430 [============================>.] - ETA: 12s - loss: 1077.5634 - logits_profile_predictions_loss: 1066.7260 - logcount_predictions_loss: 0.2387 2405/2430 [============================>.] - ETA: 11s - loss: 1077.5640 - logits_profile_predictions_loss: 1066.7267 - logcount_predictions_loss: 0.2387 2406/2430 [============================>.] - ETA: 11s - loss: 1077.5646 - logits_profile_predictions_loss: 1066.7273 - logcount_predictions_loss: 0.2387 2407/2430 [============================>.] - ETA: 11s - loss: 1077.5653 - logits_profile_predictions_loss: 1066.7280 - logcount_predictions_loss: 0.2387 2408/2430 [============================>.] - ETA: 10s - loss: 1077.5659 - logits_profile_predictions_loss: 1066.7286 - logcount_predictions_loss: 0.2387 2409/2430 [============================>.] - ETA: 10s - loss: 1077.5665 - logits_profile_predictions_loss: 1066.7293 - logcount_predictions_loss: 0.2387 2410/2430 [============================>.] - ETA: 9s - loss: 1077.5671 - logits_profile_predictions_loss: 1066.7299 - logcount_predictions_loss: 0.2387  2411/2430 [============================>.] - ETA: 9s - loss: 1077.5677 - logits_profile_predictions_loss: 1066.7305 - logcount_predictions_loss: 0.2387 2412/2430 [============================>.] - ETA: 8s - loss: 1077.5683 - logits_profile_predictions_loss: 1066.7311 - logcount_predictions_loss: 0.2387 2413/2430 [============================>.] - ETA: 8s - loss: 1077.5689 - logits_profile_predictions_loss: 1066.7317 - logcount_predictions_loss: 0.2387 2414/2430 [============================>.] - ETA: 7s - loss: 1077.5695 - logits_profile_predictions_loss: 1066.7323 - logcount_predictions_loss: 0.2387 2415/2430 [============================>.] - ETA: 7s - loss: 1077.5702 - logits_profile_predictions_loss: 1066.7330 - logcount_predictions_loss: 0.2387 2416/2430 [============================>.] - ETA: 6s - loss: 1077.5708 - logits_profile_predictions_loss: 1066.7336 - logcount_predictions_loss: 0.2387 2417/2430 [============================>.] - ETA: 6s - loss: 1077.5714 - logits_profile_predictions_loss: 1066.7342 - logcount_predictions_loss: 0.2387 2418/2430 [============================>.] - ETA: 5s - loss: 1077.5720 - logits_profile_predictions_loss: 1066.7348 - logcount_predictions_loss: 0.2387 2419/2430 [============================>.] - ETA: 5s - loss: 1077.5726 - logits_profile_predictions_loss: 1066.7354 - logcount_predictions_loss: 0.2387 2420/2430 [============================>.] - ETA: 4s - loss: 1077.5732 - logits_profile_predictions_loss: 1066.7361 - logcount_predictions_loss: 0.2387 2421/2430 [============================>.] - ETA: 4s - loss: 1077.5738 - logits_profile_predictions_loss: 1066.7367 - logcount_predictions_loss: 0.2387 2422/2430 [============================>.] - ETA: 3s - loss: 1077.5745 - logits_profile_predictions_loss: 1066.7374 - logcount_predictions_loss: 0.2387 2423/2430 [============================>.] - ETA: 3s - loss: 1077.5751 - logits_profile_predictions_loss: 1066.7380 - logcount_predictions_loss: 0.2387 2424/2430 [============================>.] - ETA: 2s - loss: 1077.5757 - logits_profile_predictions_loss: 1066.7386 - logcount_predictions_loss: 0.2387 2425/2430 [============================>.] - ETA: 2s - loss: 1077.5764 - logits_profile_predictions_loss: 1066.7393 - logcount_predictions_loss: 0.2387 2426/2430 [============================>.] - ETA: 1s - loss: 1077.5771 - logits_profile_predictions_loss: 1066.7400 - logcount_predictions_loss: 0.2387 2427/2430 [============================>.] - ETA: 1s - loss: 1077.5778 - logits_profile_predictions_loss: 1066.7407 - logcount_predictions_loss: 0.2387 2428/2430 [============================>.] - ETA: 0s - loss: 1077.5784 - logits_profile_predictions_loss: 1066.7414 - logcount_predictions_loss: 0.2387 2429/2430 [============================>.] - ETA: 0s - loss: 1077.5791 - logits_profile_predictions_loss: 1066.7420 - logcount_predictions_loss: 0.2387 2430/2430 [==============================] - ETA: 0s - loss: 1077.5797 - logits_profile_predictions_loss: 1066.7427 - logcount_predictions_loss: 0.2387 2430/2430 [==============================] - 1206s 496ms/step - loss: 1077.5804 - logits_profile_predictions_loss: 1066.7434 - logcount_predictions_loss: 0.2387 - val_loss: 1120.8926 - val_logits_profile_predictions_loss: 1109.0143 - val_logcount_predictions_loss: 0.2617 Epoch 00011: val_loss did not improve from 1118.79114 Epoch 12/50 1/2430 [..............................] - ETA: 20:44 - loss: 1151.0149 - logits_profile_predictions_loss: 1143.5916 - logcount_predictions_loss: 0.1635 2/2430 [..............................] - ETA: 19:13 - loss: 1133.4369 - logits_profile_predictions_loss: 1124.8329 - logcount_predictions_loss: 0.1895 3/2430 [..............................] - ETA: 19:08 - loss: 1121.0603 - logits_profile_predictions_loss: 1112.2401 - logcount_predictions_loss: 0.1943 4/2430 [..............................] - ETA: 19:04 - loss: 1117.0039 - logits_profile_predictions_loss: 1108.1180 - logcount_predictions_loss: 0.1957 5/2430 [..............................] - ETA: 19:04 - loss: 1108.3899 - logits_profile_predictions_loss: 1099.5600 - logcount_predictions_loss: 0.1945 6/2430 [..............................] - ETA: 19:04 - loss: 1103.8818 - logits_profile_predictions_loss: 1094.9736 - logcount_predictions_loss: 0.1962 7/2430 [..............................] - ETA: 19:04 - loss: 1101.2325 - logits_profile_predictions_loss: 1092.2073 - logcount_predictions_loss: 0.1988 8/2430 [..............................] - ETA: 19:04 - loss: 1100.0167 - logits_profile_predictions_loss: 1090.9352 - logcount_predictions_loss: 0.2000 9/2430 [..............................] - ETA: 19:04 - loss: 1099.1982 - logits_profile_predictions_loss: 1090.0898 - logcount_predictions_loss: 0.2006 10/2430 [..............................] - ETA: 19:04 - loss: 1098.1530 - logits_profile_predictions_loss: 1089.0070 - logcount_predictions_loss: 0.2015 11/2430 [..............................] - ETA: 19:04 - loss: 1096.8046 - logits_profile_predictions_loss: 1087.6312 - logcount_predictions_loss: 0.2021 12/2430 [..............................] - ETA: 19:04 - loss: 1097.9532 - logits_profile_predictions_loss: 1088.7830 - logcount_predictions_loss: 0.2020 13/2430 [..............................] - ETA: 19:03 - loss: 1099.1865 - logits_profile_predictions_loss: 1089.9603 - logcount_predictions_loss: 0.2032 14/2430 [..............................] - ETA: 19:03 - loss: 1099.7708 - logits_profile_predictions_loss: 1090.5058 - logcount_predictions_loss: 0.2041 15/2430 [..............................] - ETA: 19:03 - loss: 1099.8365 - logits_profile_predictions_loss: 1090.5241 - logcount_predictions_loss: 0.2051 16/2430 [..............................] - ETA: 19:03 - loss: 1100.2024 - logits_profile_predictions_loss: 1090.8515 - logcount_predictions_loss: 0.2060 17/2430 [..............................] - ETA: 19:03 - loss: 1100.5661 - logits_profile_predictions_loss: 1091.1874 - logcount_predictions_loss: 0.2066 18/2430 [..............................] - ETA: 19:03 - loss: 1100.3135 - logits_profile_predictions_loss: 1090.9177 - logcount_predictions_loss: 0.2070 19/2430 [..............................] - ETA: 19:02 - loss: 1100.1462 - logits_profile_predictions_loss: 1090.7389 - logcount_predictions_loss: 0.2072 20/2430 [..............................] - ETA: 19:02 - loss: 1100.0750 - logits_profile_predictions_loss: 1090.6611 - logcount_predictions_loss: 0.2074 21/2430 [..............................] - ETA: 19:02 - loss: 1100.0156 - logits_profile_predictions_loss: 1090.5915 - logcount_predictions_loss: 0.2076 22/2430 [..............................] - ETA: 19:01 - loss: 1100.1131 - logits_profile_predictions_loss: 1090.6790 - logcount_predictions_loss: 0.2078 23/2430 [..............................] - ETA: 19:01 - loss: 1100.1453 - logits_profile_predictions_loss: 1090.7014 - logcount_predictions_loss: 0.2080 24/2430 [..............................] - ETA: 19:01 - loss: 1100.1381 - logits_profile_predictions_loss: 1090.6805 - logcount_predictions_loss: 0.2083 25/2430 [..............................] - ETA: 19:01 - loss: 1099.9262 - logits_profile_predictions_loss: 1090.4551 - logcount_predictions_loss: 0.2086 26/2430 [..............................] - ETA: 19:00 - loss: 1099.5452 - logits_profile_predictions_loss: 1090.0513 - logcount_predictions_loss: 0.2091 27/2430 [..............................] - ETA: 19:00 - loss: 1099.0298 - logits_profile_predictions_loss: 1089.5155 - logcount_predictions_loss: 0.2096 28/2430 [..............................] - ETA: 19:00 - loss: 1098.7280 - logits_profile_predictions_loss: 1089.1967 - logcount_predictions_loss: 0.2099 29/2430 [..............................] - ETA: 18:59 - loss: 1098.3992 - logits_profile_predictions_loss: 1088.8544 - logcount_predictions_loss: 0.2102 30/2430 [..............................] - ETA: 18:59 - loss: 1098.0494 - logits_profile_predictions_loss: 1088.4912 - logcount_predictions_loss: 0.2105 31/2430 [..............................] - ETA: 18:59 - loss: 1097.6564 - logits_profile_predictions_loss: 1088.0860 - logcount_predictions_loss: 0.2108 32/2430 [..............................] - ETA: 18:58 - loss: 1097.4091 - logits_profile_predictions_loss: 1087.8264 - logcount_predictions_loss: 0.2111 33/2430 [..............................] - ETA: 18:58 - loss: 1097.0708 - logits_profile_predictions_loss: 1087.4762 - logcount_predictions_loss: 0.2113 34/2430 [..............................] - ETA: 18:58 - loss: 1096.6770 - logits_profile_predictions_loss: 1087.0723 - logcount_predictions_loss: 0.2116 35/2430 [..............................] - ETA: 18:57 - loss: 1096.3733 - logits_profile_predictions_loss: 1086.7605 - logcount_predictions_loss: 0.2117 36/2430 [..............................] - ETA: 18:57 - loss: 1095.9635 - logits_profile_predictions_loss: 1086.3411 - logcount_predictions_loss: 0.2119 37/2430 [..............................] - ETA: 18:56 - loss: 1095.5939 - logits_profile_predictions_loss: 1085.9645 - logcount_predictions_loss: 0.2121 38/2430 [..............................] - ETA: 18:56 - loss: 1095.2865 - logits_profile_predictions_loss: 1085.6496 - logcount_predictions_loss: 0.2123 39/2430 [..............................] - ETA: 18:55 - loss: 1094.9497 - logits_profile_predictions_loss: 1085.3036 - logcount_predictions_loss: 0.2125 40/2430 [..............................] - ETA: 18:55 - loss: 1094.5916 - logits_profile_predictions_loss: 1084.9369 - logcount_predictions_loss: 0.2127 41/2430 [..............................] - ETA: 18:54 - loss: 1094.2507 - logits_profile_predictions_loss: 1084.5876 - logcount_predictions_loss: 0.2128 42/2430 [..............................] - ETA: 18:54 - loss: 1093.8324 - logits_profile_predictions_loss: 1084.1603 - logcount_predictions_loss: 0.2130 43/2430 [..............................] - ETA: 18:54 - loss: 1093.3784 - logits_profile_predictions_loss: 1083.6961 - logcount_predictions_loss: 0.2133 44/2430 [..............................] - ETA: 18:53 - loss: 1092.9467 - logits_profile_predictions_loss: 1083.2567 - logcount_predictions_loss: 0.2134 45/2430 [..............................] - ETA: 18:53 - loss: 1092.4852 - logits_profile_predictions_loss: 1082.7878 - logcount_predictions_loss: 0.2136 46/2430 [..............................] - ETA: 18:52 - loss: 1092.0293 - logits_profile_predictions_loss: 1082.3252 - logcount_predictions_loss: 0.2137 47/2430 [..............................] - ETA: 18:52 - loss: 1091.6049 - logits_profile_predictions_loss: 1081.8948 - logcount_predictions_loss: 0.2139 48/2430 [..............................] - ETA: 18:51 - loss: 1091.2319 - logits_profile_predictions_loss: 1081.5165 - logcount_predictions_loss: 0.2140 49/2430 [..............................] - ETA: 18:51 - loss: 1090.8326 - logits_profile_predictions_loss: 1081.1105 - logcount_predictions_loss: 0.2141 50/2430 [..............................] - ETA: 18:51 - loss: 1090.4657 - logits_profile_predictions_loss: 1080.7375 - logcount_predictions_loss: 0.2143 51/2430 [..............................] - ETA: 18:50 - loss: 1090.1488 - logits_profile_predictions_loss: 1080.4158 - logcount_predictions_loss: 0.2144 52/2430 [..............................] - ETA: 18:50 - loss: 1089.8440 - logits_profile_predictions_loss: 1080.1057 - logcount_predictions_loss: 0.2145 53/2430 [..............................] - ETA: 18:49 - loss: 1089.5878 - logits_profile_predictions_loss: 1079.8450 - logcount_predictions_loss: 0.2146 54/2430 [..............................] - ETA: 18:49 - loss: 1089.3421 - logits_profile_predictions_loss: 1079.5945 - logcount_predictions_loss: 0.2147 55/2430 [..............................] - ETA: 18:49 - loss: 1089.0860 - logits_profile_predictions_loss: 1079.3335 - logcount_predictions_loss: 0.2148 56/2430 [..............................] - ETA: 18:48 - loss: 1088.8347 - logits_profile_predictions_loss: 1079.0768 - logcount_predictions_loss: 0.2149 57/2430 [..............................] - ETA: 18:48 - loss: 1088.5591 - logits_profile_predictions_loss: 1078.7955 - logcount_predictions_loss: 0.2151 58/2430 [..............................] - ETA: 18:48 - loss: 1088.3134 - logits_profile_predictions_loss: 1078.5432 - logcount_predictions_loss: 0.2152 59/2430 [..............................] - ETA: 18:47 - loss: 1088.0815 - logits_profile_predictions_loss: 1078.3046 - logcount_predictions_loss: 0.2153 60/2430 [..............................] - ETA: 18:47 - loss: 1087.8362 - logits_profile_predictions_loss: 1078.0530 - logcount_predictions_loss: 0.2155 61/2430 [..............................] - ETA: 18:47 - loss: 1087.6082 - logits_profile_predictions_loss: 1077.8186 - logcount_predictions_loss: 0.2156 62/2430 [..............................] - ETA: 18:47 - loss: 1087.3959 - logits_profile_predictions_loss: 1077.6003 - logcount_predictions_loss: 0.2158 63/2430 [..............................] - ETA: 18:46 - loss: 1087.1711 - logits_profile_predictions_loss: 1077.3699 - logcount_predictions_loss: 0.2159 64/2430 [..............................] - ETA: 18:46 - loss: 1086.9757 - logits_profile_predictions_loss: 1077.1696 - logcount_predictions_loss: 0.2160 65/2430 [..............................] - ETA: 18:45 - loss: 1086.7931 - logits_profile_predictions_loss: 1076.9824 - logcount_predictions_loss: 0.2161 66/2430 [..............................] - ETA: 18:45 - loss: 1086.6108 - logits_profile_predictions_loss: 1076.7959 - logcount_predictions_loss: 0.2162 67/2430 [..............................] - ETA: 18:44 - loss: 1086.4574 - logits_profile_predictions_loss: 1076.6386 - logcount_predictions_loss: 0.2163 68/2430 [..............................] - ETA: 18:44 - loss: 1086.2702 - logits_profile_predictions_loss: 1076.4465 - logcount_predictions_loss: 0.2164 69/2430 [..............................] - ETA: 18:43 - loss: 1086.0690 - logits_profile_predictions_loss: 1076.2402 - 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18:40 - loss: 1084.9187 - logits_profile_predictions_loss: 1075.0547 - logcount_predictions_loss: 0.2173 77/2430 [..............................] - ETA: 18:40 - loss: 1084.8090 - logits_profile_predictions_loss: 1074.9394 - logcount_predictions_loss: 0.2174 78/2430 [..............................] - ETA: 18:39 - loss: 1084.6871 - logits_profile_predictions_loss: 1074.8123 - logcount_predictions_loss: 0.2175 79/2430 [..............................] - ETA: 18:39 - loss: 1084.5693 - logits_profile_predictions_loss: 1074.6883 - logcount_predictions_loss: 0.2176 80/2430 [..............................] - ETA: 18:38 - loss: 1084.4695 - logits_profile_predictions_loss: 1074.5827 - logcount_predictions_loss: 0.2178 81/2430 [>.............................] - ETA: 18:38 - loss: 1084.3615 - logits_profile_predictions_loss: 1074.4683 - logcount_predictions_loss: 0.2179 82/2430 [>.............................] - ETA: 18:37 - loss: 1084.2798 - logits_profile_predictions_loss: 1074.3805 - 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ETA: 29s - loss: 1073.0841 - logits_profile_predictions_loss: 1063.0629 - logcount_predictions_loss: 0.2207 2370/2430 [============================>.] - ETA: 28s - loss: 1073.0828 - logits_profile_predictions_loss: 1063.0615 - logcount_predictions_loss: 0.2207 2371/2430 [============================>.] - ETA: 28s - loss: 1073.0815 - logits_profile_predictions_loss: 1063.0602 - logcount_predictions_loss: 0.2207 2372/2430 [============================>.] - ETA: 27s - loss: 1073.0803 - logits_profile_predictions_loss: 1063.0590 - logcount_predictions_loss: 0.2207 2373/2430 [============================>.] - ETA: 27s - loss: 1073.0790 - logits_profile_predictions_loss: 1063.0577 - logcount_predictions_loss: 0.2207 2374/2430 [============================>.] - ETA: 26s - loss: 1073.0778 - logits_profile_predictions_loss: 1063.0565 - logcount_predictions_loss: 0.2207 2375/2430 [============================>.] - ETA: 26s - loss: 1073.0766 - logits_profile_predictions_loss: 1063.0553 - logcount_predictions_loss: 0.2207 2376/2430 [============================>.] - ETA: 25s - loss: 1073.0753 - logits_profile_predictions_loss: 1063.0540 - logcount_predictions_loss: 0.2207 2377/2430 [============================>.] - ETA: 25s - loss: 1073.0741 - logits_profile_predictions_loss: 1063.0528 - logcount_predictions_loss: 0.2207 2378/2430 [============================>.] - ETA: 24s - loss: 1073.0728 - logits_profile_predictions_loss: 1063.0515 - logcount_predictions_loss: 0.2207 2379/2430 [============================>.] - ETA: 24s - loss: 1073.0715 - logits_profile_predictions_loss: 1063.0502 - logcount_predictions_loss: 0.2207 2380/2430 [============================>.] - ETA: 23s - loss: 1073.0703 - logits_profile_predictions_loss: 1063.0490 - logcount_predictions_loss: 0.2207 2381/2430 [============================>.] - ETA: 23s - loss: 1073.0691 - logits_profile_predictions_loss: 1063.0478 - logcount_predictions_loss: 0.2207 2382/2430 [============================>.] - ETA: 22s - loss: 1073.0679 - logits_profile_predictions_loss: 1063.0466 - logcount_predictions_loss: 0.2207 2383/2430 [============================>.] - ETA: 22s - loss: 1073.0667 - logits_profile_predictions_loss: 1063.0454 - logcount_predictions_loss: 0.2207 2384/2430 [============================>.] - ETA: 22s - loss: 1073.0655 - logits_profile_predictions_loss: 1063.0442 - logcount_predictions_loss: 0.2207 2385/2430 [============================>.] - ETA: 21s - loss: 1073.0642 - logits_profile_predictions_loss: 1063.0429 - logcount_predictions_loss: 0.2207 2386/2430 [============================>.] - ETA: 21s - loss: 1073.0630 - logits_profile_predictions_loss: 1063.0417 - logcount_predictions_loss: 0.2207 2387/2430 [============================>.] - ETA: 20s - loss: 1073.0618 - logits_profile_predictions_loss: 1063.0405 - logcount_predictions_loss: 0.2207 2388/2430 [============================>.] - ETA: 20s - loss: 1073.0606 - logits_profile_predictions_loss: 1063.0393 - logcount_predictions_loss: 0.2207 2389/2430 [============================>.] - ETA: 19s - loss: 1073.0594 - logits_profile_predictions_loss: 1063.0381 - logcount_predictions_loss: 0.2207 2390/2430 [============================>.] - ETA: 19s - loss: 1073.0582 - logits_profile_predictions_loss: 1063.0369 - logcount_predictions_loss: 0.2207 2391/2430 [============================>.] - ETA: 18s - loss: 1073.0570 - logits_profile_predictions_loss: 1063.0357 - logcount_predictions_loss: 0.2207 2392/2430 [============================>.] - ETA: 18s - loss: 1073.0558 - logits_profile_predictions_loss: 1063.0345 - logcount_predictions_loss: 0.2207 2393/2430 [============================>.] - ETA: 17s - loss: 1073.0546 - logits_profile_predictions_loss: 1063.0333 - logcount_predictions_loss: 0.2207 2394/2430 [============================>.] - ETA: 17s - loss: 1073.0534 - logits_profile_predictions_loss: 1063.0321 - logcount_predictions_loss: 0.2207 2395/2430 [============================>.] - ETA: 16s - loss: 1073.0522 - logits_profile_predictions_loss: 1063.0308 - logcount_predictions_loss: 0.2207 2396/2430 [============================>.] - ETA: 16s - loss: 1073.0510 - logits_profile_predictions_loss: 1063.0296 - logcount_predictions_loss: 0.2207 2397/2430 [============================>.] - ETA: 15s - loss: 1073.0498 - logits_profile_predictions_loss: 1063.0284 - logcount_predictions_loss: 0.2207 2398/2430 [============================>.] - ETA: 15s - loss: 1073.0486 - logits_profile_predictions_loss: 1063.0273 - logcount_predictions_loss: 0.2207 2399/2430 [============================>.] - ETA: 14s - loss: 1073.0474 - logits_profile_predictions_loss: 1063.0261 - logcount_predictions_loss: 0.2207 2400/2430 [============================>.] - ETA: 14s - loss: 1073.0462 - logits_profile_predictions_loss: 1063.0249 - logcount_predictions_loss: 0.2207 2401/2430 [============================>.] - ETA: 13s - loss: 1073.0451 - logits_profile_predictions_loss: 1063.0238 - logcount_predictions_loss: 0.2207 2402/2430 [============================>.] - ETA: 13s - loss: 1073.0439 - logits_profile_predictions_loss: 1063.0226 - logcount_predictions_loss: 0.2207 2403/2430 [============================>.] - ETA: 12s - loss: 1073.0428 - logits_profile_predictions_loss: 1063.0215 - logcount_predictions_loss: 0.2207 2404/2430 [============================>.] - ETA: 12s - loss: 1073.0416 - logits_profile_predictions_loss: 1063.0203 - logcount_predictions_loss: 0.2207 2405/2430 [============================>.] - ETA: 11s - loss: 1073.0404 - logits_profile_predictions_loss: 1063.0191 - logcount_predictions_loss: 0.2207 2406/2430 [============================>.] - ETA: 11s - loss: 1073.0392 - logits_profile_predictions_loss: 1063.0179 - logcount_predictions_loss: 0.2207 2407/2430 [============================>.] - ETA: 11s - loss: 1073.0381 - logits_profile_predictions_loss: 1063.0167 - logcount_predictions_loss: 0.2207 2408/2430 [============================>.] - ETA: 10s - loss: 1073.0369 - logits_profile_predictions_loss: 1063.0156 - logcount_predictions_loss: 0.2207 2409/2430 [============================>.] - ETA: 10s - loss: 1073.0358 - logits_profile_predictions_loss: 1063.0145 - logcount_predictions_loss: 0.2207 2410/2430 [============================>.] - ETA: 9s - loss: 1073.0346 - logits_profile_predictions_loss: 1063.0133 - logcount_predictions_loss: 0.2207  2411/2430 [============================>.] - ETA: 9s - loss: 1073.0335 - logits_profile_predictions_loss: 1063.0122 - logcount_predictions_loss: 0.2207 2412/2430 [============================>.] - ETA: 8s - loss: 1073.0323 - logits_profile_predictions_loss: 1063.0110 - logcount_predictions_loss: 0.2207 2413/2430 [============================>.] - ETA: 8s - loss: 1073.0312 - logits_profile_predictions_loss: 1063.0099 - logcount_predictions_loss: 0.2207 2414/2430 [============================>.] - ETA: 7s - loss: 1073.0300 - logits_profile_predictions_loss: 1063.0087 - logcount_predictions_loss: 0.2207 2415/2430 [============================>.] - ETA: 7s - loss: 1073.0289 - logits_profile_predictions_loss: 1063.0076 - logcount_predictions_loss: 0.2207 2416/2430 [============================>.] - ETA: 6s - loss: 1073.0277 - logits_profile_predictions_loss: 1063.0064 - logcount_predictions_loss: 0.2207 2417/2430 [============================>.] - ETA: 6s - loss: 1073.0266 - logits_profile_predictions_loss: 1063.0053 - logcount_predictions_loss: 0.2207 2418/2430 [============================>.] - ETA: 5s - loss: 1073.0254 - logits_profile_predictions_loss: 1063.0041 - logcount_predictions_loss: 0.2207 2419/2430 [============================>.] - ETA: 5s - loss: 1073.0243 - logits_profile_predictions_loss: 1063.0030 - logcount_predictions_loss: 0.2207 2420/2430 [============================>.] - ETA: 4s - loss: 1073.0231 - logits_profile_predictions_loss: 1063.0018 - logcount_predictions_loss: 0.2207 2421/2430 [============================>.] - ETA: 4s - loss: 1073.0219 - logits_profile_predictions_loss: 1063.0006 - logcount_predictions_loss: 0.2207 2422/2430 [============================>.] - ETA: 3s - loss: 1073.0208 - logits_profile_predictions_loss: 1062.9995 - logcount_predictions_loss: 0.2207 2423/2430 [============================>.] - ETA: 3s - loss: 1073.0196 - logits_profile_predictions_loss: 1062.9984 - logcount_predictions_loss: 0.2207 2424/2430 [============================>.] - ETA: 2s - loss: 1073.0185 - logits_profile_predictions_loss: 1062.9972 - logcount_predictions_loss: 0.2207 2425/2430 [============================>.] - ETA: 2s - loss: 1073.0174 - logits_profile_predictions_loss: 1062.9961 - logcount_predictions_loss: 0.2207 2426/2430 [============================>.] - ETA: 1s - loss: 1073.0162 - logits_profile_predictions_loss: 1062.9950 - logcount_predictions_loss: 0.2207 2427/2430 [============================>.] - ETA: 1s - loss: 1073.0151 - logits_profile_predictions_loss: 1062.9938 - logcount_predictions_loss: 0.2207 2428/2430 [============================>.] - ETA: 0s - loss: 1073.0140 - logits_profile_predictions_loss: 1062.9927 - logcount_predictions_loss: 0.2207 2429/2430 [============================>.] - ETA: 0s - loss: 1073.0128 - logits_profile_predictions_loss: 1062.9916 - logcount_predictions_loss: 0.2207 2430/2430 [==============================] - ETA: 0s - loss: 1073.0117 - logits_profile_predictions_loss: 1062.9904 - logcount_predictions_loss: 0.2207 2430/2430 [==============================] - 1205s 496ms/step - loss: 1073.0105 - logits_profile_predictions_loss: 1062.9892 - logcount_predictions_loss: 0.2207 - val_loss: 1124.0542 - val_logits_profile_predictions_loss: 1111.8976 - val_logcount_predictions_loss: 0.2678 Epoch 00012: val_loss did not improve from 1118.79114 Epoch 13/50 1/2430 [..............................] - ETA: 21:09 - loss: 1041.3596 - logits_profile_predictions_loss: 1032.4668 - logcount_predictions_loss: 0.1959 2/2430 [..............................] - ETA: 19:10 - loss: 1038.5039 - logits_profile_predictions_loss: 1029.0236 - logcount_predictions_loss: 0.2088 3/2430 [..............................] - ETA: 19:12 - loss: 1025.4957 - logits_profile_predictions_loss: 1015.8521 - logcount_predictions_loss: 0.2124 4/2430 [..............................] - ETA: 19:11 - loss: 1023.7387 - logits_profile_predictions_loss: 1013.7680 - logcount_predictions_loss: 0.2196 5/2430 [..............................] - ETA: 19:14 - loss: 1024.7890 - logits_profile_predictions_loss: 1014.5357 - logcount_predictions_loss: 0.2258 6/2430 [..............................] - ETA: 19:13 - loss: 1023.3088 - logits_profile_predictions_loss: 1012.8335 - logcount_predictions_loss: 0.2307 7/2430 [..............................] - ETA: 19:13 - loss: 1022.7180 - logits_profile_predictions_loss: 1012.0912 - logcount_predictions_loss: 0.2341 8/2430 [..............................] - ETA: 19:13 - loss: 1024.4420 - logits_profile_predictions_loss: 1013.7618 - logcount_predictions_loss: 0.2352 9/2430 [..............................] - ETA: 19:12 - loss: 1027.4104 - logits_profile_predictions_loss: 1016.6109 - logcount_predictions_loss: 0.2379 10/2430 [..............................] - ETA: 19:12 - loss: 1029.8610 - logits_profile_predictions_loss: 1018.9619 - logcount_predictions_loss: 0.2401 11/2430 [..............................] - ETA: 19:13 - loss: 1032.8426 - logits_profile_predictions_loss: 1021.8752 - logcount_predictions_loss: 0.2416 12/2430 [..............................] - ETA: 19:13 - loss: 1034.8245 - logits_profile_predictions_loss: 1023.8177 - logcount_predictions_loss: 0.2424 13/2430 [..............................] - ETA: 19:13 - loss: 1036.1430 - logits_profile_predictions_loss: 1025.1201 - logcount_predictions_loss: 0.2428 14/2430 [..............................] - ETA: 19:12 - loss: 1037.6244 - logits_profile_predictions_loss: 1026.6092 - logcount_predictions_loss: 0.2426 15/2430 [..............................] - ETA: 19:11 - loss: 1038.4800 - logits_profile_predictions_loss: 1027.4699 - logcount_predictions_loss: 0.2425 16/2430 [..............................] - ETA: 19:11 - loss: 1039.3240 - logits_profile_predictions_loss: 1028.3151 - logcount_predictions_loss: 0.2425 17/2430 [..............................] - ETA: 19:11 - loss: 1040.1396 - logits_profile_predictions_loss: 1029.1374 - logcount_predictions_loss: 0.2423 18/2430 [..............................] - ETA: 19:10 - loss: 1040.7817 - logits_profile_predictions_loss: 1029.7938 - logcount_predictions_loss: 0.2420 19/2430 [..............................] - ETA: 19:11 - loss: 1041.2197 - logits_profile_predictions_loss: 1030.2522 - logcount_predictions_loss: 0.2416 20/2430 [..............................] - ETA: 19:10 - loss: 1041.7111 - logits_profile_predictions_loss: 1030.7636 - logcount_predictions_loss: 0.2411 21/2430 [..............................] - ETA: 19:09 - loss: 1042.3406 - logits_profile_predictions_loss: 1031.4149 - logcount_predictions_loss: 0.2407 22/2430 [..............................] - ETA: 19:09 - loss: 1042.8684 - logits_profile_predictions_loss: 1031.9586 - logcount_predictions_loss: 0.2403 23/2430 [..............................] - ETA: 19:09 - loss: 1043.5443 - logits_profile_predictions_loss: 1032.6457 - logcount_predictions_loss: 0.2401 24/2430 [..............................] - ETA: 19:08 - loss: 1044.1263 - logits_profile_predictions_loss: 1033.2407 - logcount_predictions_loss: 0.2398 25/2430 [..............................] - ETA: 19:08 - loss: 1044.6819 - logits_profile_predictions_loss: 1033.8103 - logcount_predictions_loss: 0.2395 26/2430 [..............................] - ETA: 19:08 - loss: 1045.3802 - logits_profile_predictions_loss: 1034.5233 - logcount_predictions_loss: 0.2391 27/2430 [..............................] - ETA: 19:07 - loss: 1045.7615 - logits_profile_predictions_loss: 1034.9131 - logcount_predictions_loss: 0.2389 28/2430 [..............................] - ETA: 19:07 - loss: 1046.1067 - logits_profile_predictions_loss: 1035.2692 - logcount_predictions_loss: 0.2387 29/2430 [..............................] - ETA: 19:06 - loss: 1046.6160 - logits_profile_predictions_loss: 1035.7908 - logcount_predictions_loss: 0.2384 30/2430 [..............................] - ETA: 19:06 - loss: 1047.0979 - logits_profile_predictions_loss: 1036.2863 - logcount_predictions_loss: 0.2381 31/2430 [..............................] - ETA: 19:05 - loss: 1047.4309 - logits_profile_predictions_loss: 1036.6337 - logcount_predictions_loss: 0.2378 32/2430 [..............................] - ETA: 19:05 - loss: 1047.6324 - logits_profile_predictions_loss: 1036.8493 - logcount_predictions_loss: 0.2375 33/2430 [..............................] - ETA: 19:05 - loss: 1047.8251 - logits_profile_predictions_loss: 1037.0504 - logcount_predictions_loss: 0.2373 34/2430 [..............................] - ETA: 19:04 - loss: 1048.2167 - logits_profile_predictions_loss: 1037.4509 - logcount_predictions_loss: 0.2371 35/2430 [..............................] - ETA: 19:04 - loss: 1048.5878 - logits_profile_predictions_loss: 1037.8323 - logcount_predictions_loss: 0.2369 36/2430 [..............................] - ETA: 19:04 - loss: 1049.0260 - logits_profile_predictions_loss: 1038.2809 - logcount_predictions_loss: 0.2367 37/2430 [..............................] - ETA: 19:04 - loss: 1049.4865 - logits_profile_predictions_loss: 1038.7522 - logcount_predictions_loss: 0.2364 38/2430 [..............................] - ETA: 19:03 - loss: 1049.8871 - logits_profile_predictions_loss: 1039.1635 - logcount_predictions_loss: 0.2362 39/2430 [..............................] - ETA: 19:03 - loss: 1050.2443 - logits_profile_predictions_loss: 1039.5299 - logcount_predictions_loss: 0.2360 40/2430 [..............................] - ETA: 19:02 - loss: 1050.6023 - logits_profile_predictions_loss: 1039.8955 - logcount_predictions_loss: 0.2358 41/2430 [..............................] - ETA: 19:02 - loss: 1050.9064 - logits_profile_predictions_loss: 1040.2082 - logcount_predictions_loss: 0.2356 42/2430 [..............................] - ETA: 19:02 - loss: 1051.1892 - logits_profile_predictions_loss: 1040.4979 - logcount_predictions_loss: 0.2355 43/2430 [..............................] - ETA: 19:01 - loss: 1051.4874 - logits_profile_predictions_loss: 1040.8039 - logcount_predictions_loss: 0.2353 44/2430 [..............................] - ETA: 19:00 - loss: 1051.7152 - logits_profile_predictions_loss: 1041.0376 - logcount_predictions_loss: 0.2352 45/2430 [..............................] - ETA: 19:00 - loss: 1051.9398 - logits_profile_predictions_loss: 1041.2676 - logcount_predictions_loss: 0.2351 46/2430 [..............................] - ETA: 18:59 - loss: 1052.0801 - logits_profile_predictions_loss: 1041.4143 - logcount_predictions_loss: 0.2349 47/2430 [..............................] - ETA: 18:59 - loss: 1052.1724 - logits_profile_predictions_loss: 1041.5143 - logcount_predictions_loss: 0.2348 48/2430 [..............................] - ETA: 18:59 - loss: 1052.2532 - logits_profile_predictions_loss: 1041.6023 - logcount_predictions_loss: 0.2346 49/2430 [..............................] - ETA: 18:58 - loss: 1052.3773 - logits_profile_predictions_loss: 1041.7328 - logcount_predictions_loss: 0.2345 50/2430 [..............................] - ETA: 18:58 - loss: 1052.5299 - logits_profile_predictions_loss: 1041.8926 - logcount_predictions_loss: 0.2343 51/2430 [..............................] - ETA: 18:57 - loss: 1052.6592 - logits_profile_predictions_loss: 1042.0281 - logcount_predictions_loss: 0.2342 52/2430 [..............................] - ETA: 18:56 - loss: 1052.7515 - logits_profile_predictions_loss: 1042.1275 - logcount_predictions_loss: 0.2340 53/2430 [..............................] - ETA: 18:56 - loss: 1052.7900 - logits_profile_predictions_loss: 1042.1735 - logcount_predictions_loss: 0.2338 54/2430 [..............................] - ETA: 18:56 - loss: 1052.8114 - logits_profile_predictions_loss: 1042.2022 - logcount_predictions_loss: 0.2337 55/2430 [..............................] - ETA: 18:55 - loss: 1052.8180 - logits_profile_predictions_loss: 1042.2159 - logcount_predictions_loss: 0.2335 56/2430 [..............................] - ETA: 18:55 - loss: 1052.8566 - logits_profile_predictions_loss: 1042.2615 - logcount_predictions_loss: 0.2334 57/2430 [..............................] - ETA: 18:54 - loss: 1052.9021 - logits_profile_predictions_loss: 1042.3144 - logcount_predictions_loss: 0.2332 58/2430 [..............................] - ETA: 18:54 - loss: 1052.9401 - logits_profile_predictions_loss: 1042.3603 - logcount_predictions_loss: 0.2330 59/2430 [..............................] - ETA: 18:53 - loss: 1052.9421 - logits_profile_predictions_loss: 1042.3701 - logcount_predictions_loss: 0.2329 60/2430 [..............................] - ETA: 18:53 - loss: 1052.9832 - 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ETA: 34s - loss: 1065.7086 - logits_profile_predictions_loss: 1055.8341 - logcount_predictions_loss: 0.2175 2360/2430 [============================>.] - ETA: 33s - loss: 1065.7086 - logits_profile_predictions_loss: 1055.8341 - logcount_predictions_loss: 0.2175 2361/2430 [============================>.] - ETA: 33s - loss: 1065.7085 - logits_profile_predictions_loss: 1055.8341 - logcount_predictions_loss: 0.2175 2362/2430 [============================>.] - ETA: 32s - loss: 1065.7085 - logits_profile_predictions_loss: 1055.8341 - logcount_predictions_loss: 0.2175 2363/2430 [============================>.] - ETA: 32s - loss: 1065.7084 - logits_profile_predictions_loss: 1055.8340 - logcount_predictions_loss: 0.2175 2364/2430 [============================>.] - ETA: 31s - loss: 1065.7083 - logits_profile_predictions_loss: 1055.8340 - logcount_predictions_loss: 0.2175 2365/2430 [============================>.] - ETA: 31s - loss: 1065.7083 - logits_profile_predictions_loss: 1055.8339 - logcount_predictions_loss: 0.2175 2366/2430 [============================>.] - ETA: 30s - loss: 1065.7082 - logits_profile_predictions_loss: 1055.8338 - logcount_predictions_loss: 0.2175 2367/2430 [============================>.] - ETA: 30s - loss: 1065.7081 - logits_profile_predictions_loss: 1055.8338 - logcount_predictions_loss: 0.2175 2368/2430 [============================>.] - ETA: 29s - loss: 1065.7080 - logits_profile_predictions_loss: 1055.8337 - logcount_predictions_loss: 0.2175 2369/2430 [============================>.] - ETA: 29s - loss: 1065.7078 - logits_profile_predictions_loss: 1055.8336 - logcount_predictions_loss: 0.2175 2370/2430 [============================>.] - ETA: 28s - loss: 1065.7077 - logits_profile_predictions_loss: 1055.8334 - logcount_predictions_loss: 0.2175 2371/2430 [============================>.] - ETA: 28s - loss: 1065.7075 - logits_profile_predictions_loss: 1055.8333 - logcount_predictions_loss: 0.2175 2372/2430 [============================>.] - ETA: 27s - loss: 1065.7074 - logits_profile_predictions_loss: 1055.8332 - logcount_predictions_loss: 0.2175 2373/2430 [============================>.] - ETA: 27s - loss: 1065.7073 - logits_profile_predictions_loss: 1055.8331 - logcount_predictions_loss: 0.2175 2374/2430 [============================>.] - ETA: 26s - loss: 1065.7071 - logits_profile_predictions_loss: 1055.8330 - logcount_predictions_loss: 0.2175 2375/2430 [============================>.] - ETA: 26s - loss: 1065.7070 - logits_profile_predictions_loss: 1055.8328 - logcount_predictions_loss: 0.2175 2376/2430 [============================>.] - ETA: 25s - loss: 1065.7068 - logits_profile_predictions_loss: 1055.8327 - logcount_predictions_loss: 0.2175 2377/2430 [============================>.] - ETA: 25s - loss: 1065.7067 - logits_profile_predictions_loss: 1055.8326 - logcount_predictions_loss: 0.2175 2378/2430 [============================>.] - ETA: 24s - loss: 1065.7065 - logits_profile_predictions_loss: 1055.8324 - logcount_predictions_loss: 0.2175 2379/2430 [============================>.] - ETA: 24s - loss: 1065.7063 - logits_profile_predictions_loss: 1055.8323 - logcount_predictions_loss: 0.2175 2380/2430 [============================>.] - ETA: 23s - loss: 1065.7062 - logits_profile_predictions_loss: 1055.8321 - logcount_predictions_loss: 0.2175 2381/2430 [============================>.] - ETA: 23s - loss: 1065.7060 - logits_profile_predictions_loss: 1055.8320 - logcount_predictions_loss: 0.2175 2382/2430 [============================>.] - ETA: 23s - loss: 1065.7058 - logits_profile_predictions_loss: 1055.8318 - logcount_predictions_loss: 0.2175 2383/2430 [============================>.] - ETA: 22s - loss: 1065.7056 - logits_profile_predictions_loss: 1055.8316 - logcount_predictions_loss: 0.2175 2384/2430 [============================>.] - ETA: 22s - loss: 1065.7054 - logits_profile_predictions_loss: 1055.8314 - logcount_predictions_loss: 0.2175 2385/2430 [============================>.] - ETA: 21s - loss: 1065.7052 - logits_profile_predictions_loss: 1055.8313 - logcount_predictions_loss: 0.2175 2386/2430 [============================>.] - ETA: 21s - loss: 1065.7051 - logits_profile_predictions_loss: 1055.8312 - logcount_predictions_loss: 0.2175 2387/2430 [============================>.] - ETA: 20s - loss: 1065.7049 - logits_profile_predictions_loss: 1055.8310 - logcount_predictions_loss: 0.2175 2388/2430 [============================>.] - ETA: 20s - loss: 1065.7048 - logits_profile_predictions_loss: 1055.8309 - logcount_predictions_loss: 0.2175 2389/2430 [============================>.] - ETA: 19s - loss: 1065.7047 - logits_profile_predictions_loss: 1055.8308 - logcount_predictions_loss: 0.2175 2390/2430 [============================>.] - ETA: 19s - loss: 1065.7046 - logits_profile_predictions_loss: 1055.8308 - logcount_predictions_loss: 0.2175 2391/2430 [============================>.] - ETA: 18s - loss: 1065.7045 - logits_profile_predictions_loss: 1055.8307 - logcount_predictions_loss: 0.2175 2392/2430 [============================>.] - ETA: 18s - loss: 1065.7044 - logits_profile_predictions_loss: 1055.8306 - logcount_predictions_loss: 0.2175 2393/2430 [============================>.] - ETA: 17s - loss: 1065.7043 - logits_profile_predictions_loss: 1055.8306 - logcount_predictions_loss: 0.2175 2394/2430 [============================>.] - ETA: 17s - loss: 1065.7042 - logits_profile_predictions_loss: 1055.8305 - logcount_predictions_loss: 0.2175 2395/2430 [============================>.] - ETA: 16s - loss: 1065.7041 - logits_profile_predictions_loss: 1055.8304 - logcount_predictions_loss: 0.2175 2396/2430 [============================>.] - ETA: 16s - loss: 1065.7041 - logits_profile_predictions_loss: 1055.8304 - logcount_predictions_loss: 0.2175 2397/2430 [============================>.] - ETA: 15s - loss: 1065.7040 - logits_profile_predictions_loss: 1055.8303 - logcount_predictions_loss: 0.2175 2398/2430 [============================>.] - ETA: 15s - loss: 1065.7039 - logits_profile_predictions_loss: 1055.8303 - logcount_predictions_loss: 0.2175 2399/2430 [============================>.] - ETA: 14s - loss: 1065.7038 - logits_profile_predictions_loss: 1055.8302 - logcount_predictions_loss: 0.2175 2400/2430 [============================>.] - ETA: 14s - loss: 1065.7037 - logits_profile_predictions_loss: 1055.8301 - logcount_predictions_loss: 0.2175 2401/2430 [============================>.] - ETA: 13s - loss: 1065.7036 - logits_profile_predictions_loss: 1055.8300 - logcount_predictions_loss: 0.2175 2402/2430 [============================>.] - ETA: 13s - loss: 1065.7035 - logits_profile_predictions_loss: 1055.8300 - logcount_predictions_loss: 0.2175 2403/2430 [============================>.] - ETA: 12s - loss: 1065.7034 - logits_profile_predictions_loss: 1055.8299 - logcount_predictions_loss: 0.2175 2404/2430 [============================>.] - ETA: 12s - loss: 1065.7033 - logits_profile_predictions_loss: 1055.8298 - logcount_predictions_loss: 0.2175 2405/2430 [============================>.] - ETA: 11s - loss: 1065.7032 - logits_profile_predictions_loss: 1055.8297 - logcount_predictions_loss: 0.2175 2406/2430 [============================>.] - ETA: 11s - loss: 1065.7030 - logits_profile_predictions_loss: 1055.8295 - logcount_predictions_loss: 0.2175 2407/2430 [============================>.] - ETA: 11s - loss: 1065.7029 - logits_profile_predictions_loss: 1055.8294 - logcount_predictions_loss: 0.2175 2408/2430 [============================>.] - ETA: 10s - loss: 1065.7028 - logits_profile_predictions_loss: 1055.8293 - logcount_predictions_loss: 0.2175 2409/2430 [============================>.] - ETA: 10s - loss: 1065.7027 - logits_profile_predictions_loss: 1055.8292 - logcount_predictions_loss: 0.2175 2410/2430 [============================>.] - ETA: 9s - loss: 1065.7026 - logits_profile_predictions_loss: 1055.8292 - logcount_predictions_loss: 0.2175  2411/2430 [============================>.] - ETA: 9s - loss: 1065.7025 - logits_profile_predictions_loss: 1055.8291 - logcount_predictions_loss: 0.2175 2412/2430 [============================>.] - ETA: 8s - loss: 1065.7024 - logits_profile_predictions_loss: 1055.8290 - logcount_predictions_loss: 0.2175 2413/2430 [============================>.] - ETA: 8s - loss: 1065.7023 - logits_profile_predictions_loss: 1055.8289 - logcount_predictions_loss: 0.2175 2414/2430 [============================>.] - ETA: 7s - loss: 1065.7022 - logits_profile_predictions_loss: 1055.8288 - logcount_predictions_loss: 0.2175 2415/2430 [============================>.] - ETA: 7s - loss: 1065.7020 - logits_profile_predictions_loss: 1055.8287 - logcount_predictions_loss: 0.2175 2416/2430 [============================>.] - ETA: 6s - loss: 1065.7019 - logits_profile_predictions_loss: 1055.8286 - logcount_predictions_loss: 0.2175 2417/2430 [============================>.] - ETA: 6s - loss: 1065.7017 - logits_profile_predictions_loss: 1055.8285 - logcount_predictions_loss: 0.2175 2418/2430 [============================>.] - ETA: 5s - loss: 1065.7016 - logits_profile_predictions_loss: 1055.8284 - logcount_predictions_loss: 0.2175 2419/2430 [============================>.] - ETA: 5s - loss: 1065.7015 - logits_profile_predictions_loss: 1055.8283 - logcount_predictions_loss: 0.2175 2420/2430 [============================>.] - ETA: 4s - loss: 1065.7014 - logits_profile_predictions_loss: 1055.8282 - logcount_predictions_loss: 0.2175 2421/2430 [============================>.] - ETA: 4s - loss: 1065.7013 - logits_profile_predictions_loss: 1055.8281 - logcount_predictions_loss: 0.2175 2422/2430 [============================>.] - ETA: 3s - loss: 1065.7012 - logits_profile_predictions_loss: 1055.8281 - logcount_predictions_loss: 0.2175 2423/2430 [============================>.] - ETA: 3s - loss: 1065.7011 - logits_profile_predictions_loss: 1055.8280 - logcount_predictions_loss: 0.2175 2424/2430 [============================>.] - ETA: 2s - loss: 1065.7009 - logits_profile_predictions_loss: 1055.8278 - logcount_predictions_loss: 0.2175 2425/2430 [============================>.] - ETA: 2s - loss: 1065.7008 - logits_profile_predictions_loss: 1055.8277 - logcount_predictions_loss: 0.2175 2426/2430 [============================>.] - ETA: 1s - loss: 1065.7007 - logits_profile_predictions_loss: 1055.8276 - logcount_predictions_loss: 0.2175 2427/2430 [============================>.] - ETA: 1s - loss: 1065.7005 - logits_profile_predictions_loss: 1055.8275 - logcount_predictions_loss: 0.2175 2428/2430 [============================>.] - ETA: 0s - loss: 1065.7004 - logits_profile_predictions_loss: 1055.8273 - logcount_predictions_loss: 0.2175 2429/2430 [============================>.] - ETA: 0s - loss: 1065.7002 - logits_profile_predictions_loss: 1055.8272 - logcount_predictions_loss: 0.2175 2430/2430 [==============================] - ETA: 0s - loss: 1065.7001 - logits_profile_predictions_loss: 1055.8271 - logcount_predictions_loss: 0.2175 2430/2430 [==============================] - 1206s 496ms/step - loss: 1065.6999 - logits_profile_predictions_loss: 1055.8269 - logcount_predictions_loss: 0.2175 - val_loss: 1131.2611 - val_logits_profile_predictions_loss: 1119.1820 - val_logcount_predictions_loss: 0.2661 Epoch 00013: val_loss did not improve from 1118.79114 Restoring model weights from the end of the best epoch. Epoch 00013: early stopping save model save model without bias 2022-10-15_20-23-21: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR818JGZ//preprocessing/bigWigs/ENCSR818JGZ.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR818JGZ//chrombppnet_model_encsr880cub_bias_fold_3//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR818JGZ//chrombppnet_model_encsr880cub_bias_fold_3//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR818JGZ//chrombppnet_model_encsr880cub_bias_fold_3//chrombpnet \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR818JGZ//chrombppnet_model_encsr880cub_bias_fold_3//chrombpnet.h5 got the model loading peaks... got split:test for bed regions:(42777, 10) loading nonpeaks... got split:test for bed regions:(39393, 10) 0/321 100/321 200/321 300/321 2022-10-15_20-31-19: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR818JGZ//preprocessing/bigWigs/ENCSR818JGZ.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR818JGZ//chrombppnet_model_encsr880cub_bias_fold_3//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR818JGZ//chrombppnet_model_encsr880cub_bias_fold_3//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR818JGZ//chrombppnet_model_encsr880cub_bias_fold_3//chrombpnet_wo_bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR818JGZ//chrombppnet_model_encsr880cub_bias_fold_3//chrombpnet_wo_bias.h5 got the model loading peaks... got split:test for bed regions:(42777, 10) loading nonpeaks... got split:test for bed regions:(39393, 10) 0/321 100/321 200/321 300/321 2022-10-15_20-37-50: 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=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR818JGZ//preprocessing/bigWigs/ENCSR818JGZ.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR818JGZ//chrombppnet_model_encsr880cub_bias_fold_3//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR818JGZ//chrombppnet_model_encsr880cub_bias_fold_3//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR818JGZ//chrombppnet_model_encsr880cub_bias_fold_3//bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR818JGZ//chrombppnet_model_encsr880cub_bias_fold_3//bias_model_scaled.h5 got the model loading peaks... got split:test for bed regions:(42777, 10) loading nonpeaks... got split:test for bed regions:(39393, 10) 0/321 100/321 200/321 300/321 2022-10-15_20-41-24: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR818JGZ//chrombppnet_model_encsr880cub_bias_fold_3//footprints 2022-10-15_20-41-24: 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/ENCSR818JGZ//chrombppnet_model_encsr880cub_bias_fold_3//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR818JGZ//chrombppnet_model_encsr880cub_bias_fold_3//chrombpnet_wo_bias.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR818JGZ//chrombppnet_model_encsr880cub_bias_fold_3//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 1/36 [..............................] - ETA: 5:02 3/36 [=>............................] - ETA: 20s  4/36 [==>...........................] - ETA: 26s 5/36 [===>..........................] - ETA: 29s 6/36 [====>.........................] - ETA: 30s 7/36 [====>.........................] - ETA: 30s 8/36 [=====>........................] - ETA: 30s 9/36 [======>.......................] - ETA: 29s 10/36 [=======>......................] - ETA: 29s 11/36 [========>.....................] - ETA: 28s 12/36 [=========>....................] - ETA: 27s 13/36 [=========>....................] - ETA: 26s 14/36 [==========>...................] - ETA: 25s 15/36 [===========>..................] - ETA: 24s 16/36 [============>.................] - ETA: 23s 17/36 [=============>................] - ETA: 22s 18/36 [==============>...............] - ETA: 21s 19/36 [==============>...............] - ETA: 20s 20/36 [===============>..............] - ETA: 19s 21/36 [================>.............] - ETA: 17s 22/36 [=================>............] - ETA: 16s 23/36 [==================>...........] - ETA: 15s 24/36 [===================>..........] - ETA: 14s 25/36 [===================>..........] - ETA: 13s 26/36 [====================>.........] - ETA: 12s 27/36 [=====================>........] - ETA: 10s 28/36 [======================>.......] - ETA: 9s  29/36 [=======================>......] - ETA: 8s 30/36 [========================>.....] - ETA: 7s 31/36 [========================>.....] - ETA: 6s 32/36 [=========================>....] - ETA: 4s 33/36 [==========================>...] - ETA: 3s 34/36 [===========================>..] - ETA: 2s 35/36 [============================>.] - ETA: 1s 36/36 [==============================] - ETA: 0s 36/36 [==============================] - 57s 1s/step 1/36 [..............................] - ETA: 0s 2/36 [>.............................] - ETA: 42s 3/36 [=>............................] - ETA: 41s 4/36 [==>...........................] - ETA: 40s 5/36 [===>..........................] - ETA: 39s 6/36 [====>.........................] - ETA: 37s 7/36 [====>.........................] - ETA: 36s 8/36 [=====>........................] - ETA: 35s 9/36 [======>.......................] - ETA: 34s 10/36 [=======>......................] - ETA: 32s 11/36 [========>.....................] - ETA: 31s 12/36 [=========>....................] - ETA: 30s 13/36 [=========>....................] - ETA: 29s 14/36 [==========>...................] - ETA: 27s 15/36 [===========>..................] - ETA: 26s 16/36 [============>.................] - ETA: 25s 17/36 [=============>................] - ETA: 24s 18/36 [==============>...............] - ETA: 22s 19/36 [==============>...............] - ETA: 21s 20/36 [===============>..............] - ETA: 20s 21/36 [================>.............] - ETA: 19s 22/36 [=================>............] - ETA: 17s 23/36 [==================>...........] - ETA: 16s 24/36 [===================>..........] - ETA: 15s 25/36 [===================>..........] - ETA: 13s 26/36 [====================>.........] - ETA: 12s 27/36 [=====================>........] - ETA: 11s 28/36 [======================>.......] - ETA: 10s 29/36 [=======================>......] - ETA: 8s  30/36 [========================>.....] - ETA: 7s 31/36 [========================>.....] - ETA: 6s 32/36 [=========================>....] - ETA: 5s 33/36 [==========================>...] - ETA: 3s 34/36 [===========================>..] - ETA: 2s 35/36 [============================>.] - ETA: 1s 36/36 [==============================] - ETA: 0s 36/36 [==============================] - 45s 1s/step inserting motif: dnase_2 TGTACTTACGAA 1/36 [..............................] - ETA: 0s 2/36 [>.............................] - ETA: 43s 3/36 [=>............................] - ETA: 41s 4/36 [==>...........................] - ETA: 40s 5/36 [===>..........................] - ETA: 39s 6/36 [====>.........................] - ETA: 38s 7/36 [====>.........................] - ETA: 36s 8/36 [=====>........................] - ETA: 35s 9/36 [======>.......................] - ETA: 34s 10/36 [=======>......................] - ETA: 33s 11/36 [========>.....................] - ETA: 31s 12/36 [=========>....................] - ETA: 30s 13/36 [=========>....................] - ETA: 29s 14/36 [==========>...................] - ETA: 27s 15/36 [===========>..................] - ETA: 26s 16/36 [============>.................] - ETA: 25s 17/36 [=============>................] - ETA: 24s 18/36 [==============>...............] - ETA: 22s 19/36 [==============>...............] - ETA: 21s 20/36 [===============>..............] - ETA: 20s 21/36 [================>.............] - ETA: 19s 22/36 [=================>............] - ETA: 17s 23/36 [==================>...........] - ETA: 16s 24/36 [===================>..........] - ETA: 15s 25/36 [===================>..........] - ETA: 13s 26/36 [====================>.........] - ETA: 12s 27/36 [=====================>........] - ETA: 11s 28/36 [======================>.......] - ETA: 10s 29/36 [=======================>......] - ETA: 8s  30/36 [========================>.....] - ETA: 7s 31/36 [========================>.....] - ETA: 6s 32/36 [=========================>....] - ETA: 5s 33/36 [==========================>...] - ETA: 3s 34/36 [===========================>..] - ETA: 2s 35/36 [============================>.] - ETA: 1s 36/36 [==============================] - ETA: 0s 36/36 [==============================] - 45s 1s/step 1/36 [..............................] - ETA: 0s 2/36 [>.............................] - ETA: 43s 3/36 [=>............................] - ETA: 41s 4/36 [==>...........................] - ETA: 40s 5/36 [===>..........................] - ETA: 39s 6/36 [====>.........................] - ETA: 38s 7/36 [====>.........................] - ETA: 36s 8/36 [=====>........................] - ETA: 35s 9/36 [======>.......................] - ETA: 34s 10/36 [=======>......................] - ETA: 33s 11/36 [========>.....................] - ETA: 31s 12/36 [=========>....................] - ETA: 30s 13/36 [=========>....................] - ETA: 29s 14/36 [==========>...................] - ETA: 27s 15/36 [===========>..................] - ETA: 26s 16/36 [============>.................] - ETA: 25s 17/36 [=============>................] - ETA: 24s 18/36 [==============>...............] - ETA: 22s 19/36 [==============>...............] - ETA: 21s 20/36 [===============>..............] - ETA: 20s 21/36 [================>.............] - ETA: 19s 22/36 [=================>............] - ETA: 17s 23/36 [==================>...........] - ETA: 16s 24/36 [===================>..........] - ETA: 15s 25/36 [===================>..........] - ETA: 13s 26/36 [====================>.........] - ETA: 12s 27/36 [=====================>........] - ETA: 11s 28/36 [======================>.......] - ETA: 10s 29/36 [=======================>......] - ETA: 8s  30/36 [========================>.....] - ETA: 7s 31/36 [========================>.....] - ETA: 6s 32/36 [=========================>....] - ETA: 5s 33/36 [==========================>...] - ETA: 3s 34/36 [===========================>..] - ETA: 2s 35/36 [============================>.] - ETA: 1s 36/36 [==============================] - ETA: 0s 36/36 [==============================] - 45s 1s/step Saving marginal footprints 2022-10-15_20-44-59: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR818JGZ//chrombppnet_model_encsr880cub_bias_fold_3//footprints 2022-10-15_20-44-59: 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/ENCSR818JGZ//chrombppnet_model_encsr880cub_bias_fold_3//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR818JGZ//chrombppnet_model_encsr880cub_bias_fold_3//bias_model_scaled.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR818JGZ//chrombppnet_model_encsr880cub_bias_fold_3//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: "model" __________________________________________________________________________________________________ Layer (type) Output Shape Param # Connected to ================================================================================================== sequence (InputLayer) [(None, 2114, 4)] 0 __________________________________________________________________________________________________ bpnet_1st_conv (Conv1D) (None, 2094, 128) 10880 sequence[0][0] __________________________________________________________________________________________________ bpnet_1conv (Conv1D) (None, 2090, 128) 49280 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ bpnet_1crop (Cropping1D) (None, 2090, 128) 0 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ add (Add) (None, 2090, 128) 0 bpnet_1conv[0][0] bpnet_1crop[0][0] __________________________________________________________________________________________________ bpnet_2conv (Conv1D) (None, 2082, 128) 49280 add[0][0] __________________________________________________________________________________________________ bpnet_2crop (Cropping1D) (None, 2082, 128) 0 add[0][0] __________________________________________________________________________________________________ add_1 (Add) (None, 2082, 128) 0 bpnet_2conv[0][0] bpnet_2crop[0][0] __________________________________________________________________________________________________ bpnet_3conv (Conv1D) (None, 2066, 128) 49280 add_1[0][0] __________________________________________________________________________________________________ bpnet_3crop (Cropping1D) (None, 2066, 128) 0 add_1[0][0] __________________________________________________________________________________________________ add_2 (Add) (None, 2066, 128) 0 bpnet_3conv[0][0] bpnet_3crop[0][0] __________________________________________________________________________________________________ bpnet_4conv (Conv1D) (None, 2034, 128) 49280 add_2[0][0] __________________________________________________________________________________________________ bpnet_4crop (Cropping1D) (None, 2034, 128) 0 add_2[0][0] __________________________________________________________________________________________________ add_3 (Add) (None, 2034, 128) 0 bpnet_4conv[0][0] bpnet_4crop[0][0] __________________________________________________________________________________________________ prof_out_precrop (Conv1D) (None, 1960, 1) 9601 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions_pref (None, 1000, 1) 0 prof_out_precrop[0][0] __________________________________________________________________________________________________ gap (GlobalAveragePooling1D) (None, 128) 0 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions (Fla (None, 1000) 0 logits_profile_predictions_prefla __________________________________________________________________________________________________ logcount_predictions (Dense) (None, 1) 129 gap[0][0] ================================================================================================== Total params: 217,730 Trainable params: 217,730 Non-trainable params: 0 __________________________________________________________________________________________________ inferred model inputlen: 2114 inferred model outputlen: 1000 inserting motif: dnase_1 TTTACAAGTCCA 1/36 [..............................] - ETA: 1:38 3/36 [=>............................] - ETA: 1s  4/36 [==>...........................] - ETA: 2s 5/36 [===>..........................] - ETA: 2s 6/36 [====>.........................] - ETA: 2s 7/36 [====>.........................] - ETA: 2s 8/36 [=====>........................] - ETA: 2s 9/36 [======>.......................] - ETA: 2s 10/36 [=======>......................] - ETA: 2s 11/36 [========>.....................] - ETA: 2s 12/36 [=========>....................] - ETA: 2s 13/36 [=========>....................] - ETA: 1s 14/36 [==========>...................] - ETA: 1s 15/36 [===========>..................] - ETA: 1s 16/36 [============>.................] - ETA: 1s 17/36 [=============>................] - ETA: 1s 18/36 [==============>...............] - ETA: 1s 19/36 [==============>...............] - ETA: 1s 20/36 [===============>..............] - ETA: 1s 21/36 [================>.............] - ETA: 1s 22/36 [=================>............] - ETA: 1s 23/36 [==================>...........] - ETA: 1s 24/36 [===================>..........] - ETA: 1s 25/36 [===================>..........] - ETA: 0s 26/36 [====================>.........] - ETA: 0s 27/36 [=====================>........] - ETA: 0s 28/36 [======================>.......] - ETA: 0s 29/36 [=======================>......] - ETA: 0s 30/36 [========================>.....] - ETA: 0s 31/36 [========================>.....] - ETA: 0s 32/36 [=========================>....] - ETA: 0s 33/36 [==========================>...] - ETA: 0s 34/36 [===========================>..] - ETA: 0s 35/36 [============================>.] - ETA: 0s 36/36 [==============================] - ETA: 0s 36/36 [==============================] - 6s 103ms/step 1/36 [..............................] - ETA: 0s 2/36 [>.............................] - ETA: 3s 3/36 [=>............................] - ETA: 3s 4/36 [==>...........................] - ETA: 2s 5/36 [===>..........................] - ETA: 2s 6/36 [====>.........................] - ETA: 2s 7/36 [====>.........................] - ETA: 2s 8/36 [=====>........................] - ETA: 2s 9/36 [======>.......................] - ETA: 2s 10/36 [=======>......................] - ETA: 2s 11/36 [========>.....................] - ETA: 2s 12/36 [=========>....................] - ETA: 2s 13/36 [=========>....................] - ETA: 2s 14/36 [==========>...................] - ETA: 2s 15/36 [===========>..................] - ETA: 1s 16/36 [============>.................] - ETA: 1s 17/36 [=============>................] - ETA: 1s 18/36 [==============>...............] - ETA: 1s 19/36 [==============>...............] - ETA: 1s 20/36 [===============>..............] - ETA: 1s 21/36 [================>.............] - ETA: 1s 22/36 [=================>............] - ETA: 1s 23/36 [==================>...........] - ETA: 1s 24/36 [===================>..........] - ETA: 1s 25/36 [===================>..........] - ETA: 1s 26/36 [====================>.........] - ETA: 0s 27/36 [=====================>........] - ETA: 0s 28/36 [======================>.......] - ETA: 0s 29/36 [=======================>......] - ETA: 0s 30/36 [========================>.....] - ETA: 0s 31/36 [========================>.....] - ETA: 0s 32/36 [=========================>....] - ETA: 0s 33/36 [==========================>...] - ETA: 0s 34/36 [===========================>..] - ETA: 0s 35/36 [============================>.] - ETA: 0s 36/36 [==============================] - ETA: 0s 36/36 [==============================] - 3s 94ms/step inserting motif: dnase_2 TGTACTTACGAA 1/36 [..............................] - ETA: 0s 2/36 [>.............................] - ETA: 3s 3/36 [=>............................] - ETA: 3s 4/36 [==>...........................] - ETA: 2s 5/36 [===>..........................] - ETA: 2s 6/36 [====>.........................] - ETA: 2s 7/36 [====>.........................] - ETA: 2s 8/36 [=====>........................] - ETA: 2s 9/36 [======>.......................] - ETA: 2s 10/36 [=======>......................] - ETA: 2s 11/36 [========>.....................] - ETA: 2s 12/36 [=========>....................] - ETA: 2s 13/36 [=========>....................] - ETA: 2s 14/36 [==========>...................] - ETA: 2s 15/36 [===========>..................] - ETA: 1s 16/36 [============>.................] - ETA: 1s 17/36 [=============>................] - ETA: 1s 18/36 [==============>...............] - ETA: 1s 19/36 [==============>...............] - ETA: 1s 20/36 [===============>..............] - ETA: 1s 21/36 [================>.............] - ETA: 1s 22/36 [=================>............] - ETA: 1s 23/36 [==================>...........] - ETA: 1s 24/36 [===================>..........] - ETA: 1s 25/36 [===================>..........] - ETA: 1s 26/36 [====================>.........] - ETA: 0s 27/36 [=====================>........] - ETA: 0s 28/36 [======================>.......] - ETA: 0s 29/36 [=======================>......] - ETA: 0s 30/36 [========================>.....] - ETA: 0s 31/36 [========================>.....] - ETA: 0s 32/36 [=========================>....] - ETA: 0s 33/36 [==========================>...] - ETA: 0s 34/36 [===========================>..] - ETA: 0s 35/36 [============================>.] - ETA: 0s 36/36 [==============================] - ETA: 0s 36/36 [==============================] - 3s 93ms/step 1/36 [..............................] - ETA: 0s 2/36 [>.............................] - ETA: 3s 3/36 [=>............................] - ETA: 3s 4/36 [==>...........................] - ETA: 2s 5/36 [===>..........................] - ETA: 2s 6/36 [====>.........................] - ETA: 2s 7/36 [====>.........................] - ETA: 2s 8/36 [=====>........................] - ETA: 2s 9/36 [======>.......................] - ETA: 2s 10/36 [=======>......................] - ETA: 2s 11/36 [========>.....................] - ETA: 2s 12/36 [=========>....................] - ETA: 2s 13/36 [=========>....................] - ETA: 2s 14/36 [==========>...................] - ETA: 2s 15/36 [===========>..................] - ETA: 1s 16/36 [============>.................] - ETA: 1s 17/36 [=============>................] - ETA: 1s 18/36 [==============>...............] - ETA: 1s 19/36 [==============>...............] - ETA: 1s 20/36 [===============>..............] - ETA: 1s 21/36 [================>.............] - ETA: 1s 22/36 [=================>............] - ETA: 1s 23/36 [==================>...........] - ETA: 1s 24/36 [===================>..........] - ETA: 1s 25/36 [===================>..........] - ETA: 1s 26/36 [====================>.........] - ETA: 0s 27/36 [=====================>........] - ETA: 0s 28/36 [======================>.......] - ETA: 0s 29/36 [=======================>......] - ETA: 0s 30/36 [========================>.....] - ETA: 0s 31/36 [========================>.....] - ETA: 0s 32/36 [=========================>....] - ETA: 0s 33/36 [==========================>...] - ETA: 0s 34/36 [===========================>..] - ETA: 0s 35/36 [============================>.] - ETA: 0s 36/36 [==============================] - ETA: 0s 36/36 [==============================] - 3s 94ms/step Saving marginal footprints