diff --git "a/fold_1/logs.models.fold_1.ENCSR250GDW/logfile.modelling.fold_1.ENCSR250GDW.stdout_v1.txt" "b/fold_1/logs.models.fold_1.ENCSR250GDW/logfile.modelling.fold_1.ENCSR250GDW.stdout_v1.txt" new file mode 100644--- /dev/null +++ "b/fold_1/logs.models.fold_1.ENCSR250GDW/logfile.modelling.fold_1.ENCSR250GDW.stdout_v1.txt" @@ -0,0 +1,461 @@ +2023-01-18_21-46-01: 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//ENCSR250GDW//preprocessing/bigWigs/ENCSR250GDW.bigWig \ + --peaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR250GDW//preprocessing/downloads/peaks.bed.gz \ + --nonpeaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR250GDW//negatives_data/negatives_with_summit.bed \ + --outlier_threshold=0.99 \ + --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ + --negative_sampling_ratio=0.1 \ + --inputlen=2114 \ + --outputlen=1000 \ + --max_jitter=500 \ + --filters=512 \ + --n_dilation_layers=8 \ + --bias_model_path=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/ENCSR283TME/fold_1/bias.h5 \ + --output_dir=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR250GDW//chrombppnet_model_encsr283tme_bias_fold_1/ +evaluating hyperparameters on the following chromosomes ['chr1', 'chr3', 'chr4', 'chr5', 'chr6', 'chr7', 'chr10', 'chr11', 'chr13', 'chr14', 'chr15', 'chr18', 'chr19', 'chr20', 'chr21', 'chr22', 'chrX', 'chrY', 'chr12', 'chr17'] +Number of peaks input: 113306 +Number of peaks filtered because the input/output is on the edge: 0 +Number of peaks being used: 113306 +Number of peaks input: 28180 +Number of peaks filtered because the input/output is on the edge: 0 +Number of peaks being used: 28180 +Number of non peaks input: 113152 +Number of non peaks filtered because the input/output is on the edge: 0 +Number of non peaks being used: 113152 +Number of non peaks input: 28333 +Number of non peaks filtered because the input/output is on the edge: 0 +Number of non peaks being used: 28333 +Number of peaks after removing outliers: 112059 +Number of nonpeaks after removing outliers: 100468 +got the model +Model: "model" +__________________________________________________________________________________________________ +Layer (type) Output Shape Param # Connected to +================================================================================================== +sequence (InputLayer) [(None, 2114, 4)] 0 +__________________________________________________________________________________________________ +bpnet_1st_conv (Conv1D) (None, 2094, 128) 10880 sequence[0][0] +__________________________________________________________________________________________________ +bpnet_1conv (Conv1D) (None, 2090, 128) 49280 bpnet_1st_conv[0][0] +__________________________________________________________________________________________________ +bpnet_1crop (Cropping1D) (None, 2090, 128) 0 bpnet_1st_conv[0][0] +__________________________________________________________________________________________________ +add (Add) (None, 2090, 128) 0 bpnet_1conv[0][0] + bpnet_1crop[0][0] +__________________________________________________________________________________________________ +bpnet_2conv (Conv1D) (None, 2082, 128) 49280 add[0][0] +__________________________________________________________________________________________________ +bpnet_2crop (Cropping1D) (None, 2082, 128) 0 add[0][0] +__________________________________________________________________________________________________ +add_1 (Add) (None, 2082, 128) 0 bpnet_2conv[0][0] + bpnet_2crop[0][0] +__________________________________________________________________________________________________ +bpnet_3conv (Conv1D) (None, 2066, 128) 49280 add_1[0][0] +__________________________________________________________________________________________________ +bpnet_3crop (Cropping1D) (None, 2066, 128) 0 add_1[0][0] +__________________________________________________________________________________________________ +add_2 (Add) (None, 2066, 128) 0 bpnet_3conv[0][0] + bpnet_3crop[0][0] +__________________________________________________________________________________________________ +bpnet_4conv (Conv1D) (None, 2034, 128) 49280 add_2[0][0] +__________________________________________________________________________________________________ +bpnet_4crop (Cropping1D) (None, 2034, 128) 0 add_2[0][0] +__________________________________________________________________________________________________ +add_3 (Add) (None, 2034, 128) 0 bpnet_4conv[0][0] + bpnet_4crop[0][0] +__________________________________________________________________________________________________ +prof_out_precrop (Conv1D) (None, 1960, 1) 9601 add_3[0][0] +__________________________________________________________________________________________________ +logits_profile_predictions_pref (None, 1000, 1) 0 prof_out_precrop[0][0] +__________________________________________________________________________________________________ +gap (GlobalAveragePooling1D) (None, 128) 0 add_3[0][0] +__________________________________________________________________________________________________ +logits_profile_predictions (Fla (None, 1000) 0 logits_profile_predictions_prefla +__________________________________________________________________________________________________ +logcount_predictions (Dense) (None, 1) 129 gap[0][0] +================================================================================================== +Total params: 217,730 +Trainable params: 217,730 +Non-trainable params: 0 +__________________________________________________________________________________________________ +Predicting within adjust counts + 1/3140 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[============================>.] - ETA: 0s 3069/3140 [============================>.] - ETA: 0s 3080/3140 [============================>.] - ETA: 0s 3091/3140 [============================>.] - ETA: 0s 3101/3140 [============================>.] - ETA: 0s 3112/3140 [============================>.] - ETA: 0s 3123/3140 [============================>.] - ETA: 0s 3134/3140 [============================>.] - ETA: 0s 3140/3140 [==============================] - ETA: 0s 3140/3140 [==============================] - 23s 5ms/step +2023-01-18_21-51-32: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/train.py \ + --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR250GDW//preprocessing/bigWigs/ENCSR250GDW.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR250GDW//chrombppnet_model_encsr283tme_bias_fold_1//filtered.peaks.bed \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR250GDW//chrombppnet_model_encsr283tme_bias_fold_1//filtered.nonpeaks.bed \ + --params=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR250GDW//chrombppnet_model_encsr283tme_bias_fold_1//chrombpnet_model_params.tsv \ + --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR250GDW//chrombppnet_model_encsr283tme_bias_fold_1//chrombpnet \ + --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.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': '40.8', 'filters': '512', 'n_dil_layers': '8', 'bias_model_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR250GDW//chrombppnet_model_encsr283tme_bias_fold_1/bias_model_scaled.h5', 'inputlen': '2114', 'outputlen': '1000', 'max_jitter': '500', 'chr_fold_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json', 'negative_sampling_ratio': '0.1'} +got the model +loading peaks... +got split:train for bed regions:(97929, 10) +loading nonpeaks... +got split:train for bed regions:(89256, 10) +loading peaks... +got split:valid for bed regions:(14130, 10) +loading nonpeaks... +got split:valid for bed regions:(11212, 10) +Epoch 1/50 + 1/1684 [..............................] - ETA: 3:21:24 - loss: 3122.7371 - logits_profile_predictions_loss: 2888.1982 - logcount_predictions_loss: 5.7485 2/1684 [..............................] - ETA: 4:30 - loss: 3753.2745 - logits_profile_predictions_loss: 2747.9250 - logcount_predictions_loss: 24.6409  3/1684 [..............................] - ETA: 4:31 - loss: 3794.3281 - logits_profile_predictions_loss: 2706.1978 - logcount_predictions_loss: 26.6699 4/1684 [..............................] - ETA: 4:29 - loss: 3825.0294 - logits_profile_predictions_loss: 2756.5161 - logcount_predictions_loss: 26.1890 5/1684 [..............................] - ETA: 4:28 - loss: 3828.4893 - logits_profile_predictions_loss: 2802.8967 - logcount_predictions_loss: 25.1371 6/1684 [..............................] - ETA: 4:27 - loss: 3797.7483 - logits_profile_predictions_loss: 2818.8912 - logcount_predictions_loss: 23.9916 7/1684 [..............................] - ETA: 4:27 - loss: 3767.6707 - logits_profile_predictions_loss: 2832.6014 - logcount_predictions_loss: 22.9184 8/1684 [..............................] - ETA: 4:27 - loss: 3733.4097 - logits_profile_predictions_loss: 2838.4283 - logcount_predictions_loss: 21.9358 9/1684 [..............................] - ETA: 4:27 - loss: 3689.0819 - logits_profile_predictions_loss: 2830.6674 - logcount_predictions_loss: 21.0396 10/1684 [..............................] - ETA: 4:26 - loss: 3639.9028 - logits_profile_predictions_loss: 2814.5210 - logcount_predictions_loss: 20.2299 11/1684 [..............................] - ETA: 4:26 - loss: 3594.9640 - logits_profile_predictions_loss: 2799.4583 - logcount_predictions_loss: 19.4977 12/1684 [..............................] - ETA: 4:26 - loss: 3553.8818 - logits_profile_predictions_loss: 2785.2872 - logcount_predictions_loss: 18.8381 13/1684 [..............................] - ETA: 4:25 - loss: 3513.1628 - logits_profile_predictions_loss: 2769.1457 - logcount_predictions_loss: 18.2357 14/1684 [..............................] - ETA: 4:25 - loss: 3484.9209 - logits_profile_predictions_loss: 2762.8162 - logcount_predictions_loss: 17.6986 15/1684 [..............................] - ETA: 4:25 - loss: 3458.1447 - logits_profile_predictions_loss: 2756.0848 - logcount_predictions_loss: 17.2073 16/1684 [..............................] - ETA: 4:24 - loss: 3432.5616 - 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153/1684 [=>............................] - ETA: 4:00 - loss: 2842.7437 - logits_profile_predictions_loss: 2540.1218 - logcount_predictions_loss: 7.4172 154/1684 [=>............................] - ETA: 4:00 - loss: 2841.8253 - logits_profile_predictions_loss: 2539.6764 - logcount_predictions_loss: 7.4056 155/1684 [=>............................] - ETA: 4:00 - loss: 2840.9098 - logits_profile_predictions_loss: 2539.2279 - logcount_predictions_loss: 7.3942 156/1684 [=>............................] - ETA: 4:00 - loss: 2839.9652 - logits_profile_predictions_loss: 2538.7471 - logcount_predictions_loss: 7.3828 157/1684 [=>............................] - ETA: 3:59 - loss: 2839.0342 - logits_profile_predictions_loss: 2538.2737 - logcount_predictions_loss: 7.3716 158/1684 [=>............................] - ETA: 3:59 - loss: 2838.1506 - logits_profile_predictions_loss: 2537.8400 - logcount_predictions_loss: 7.3606 159/1684 [=>............................] - ETA: 3:59 - loss: 2837.2720 - logits_profile_predictions_loss: 2537.4062 - logcount_predictions_loss: 7.3497 160/1684 [=>............................] - ETA: 3:59 - loss: 2836.4096 - logits_profile_predictions_loss: 2536.9841 - logcount_predictions_loss: 7.3389 161/1684 [=>............................] - ETA: 3:59 - loss: 2835.5515 - logits_profile_predictions_loss: 2536.5620 - logcount_predictions_loss: 7.3282 162/1684 [=>............................] - ETA: 3:59 - loss: 2834.7218 - logits_profile_predictions_loss: 2536.1633 - logcount_predictions_loss: 7.3176 163/1684 [=>............................] - ETA: 3:59 - loss: 2833.8884 - logits_profile_predictions_loss: 2535.7567 - logcount_predictions_loss: 7.3072 164/1684 [=>............................] - ETA: 3:58 - loss: 2833.0810 - logits_profile_predictions_loss: 2535.3712 - logcount_predictions_loss: 7.2968 165/1684 [=>............................] - ETA: 3:58 - loss: 2832.2861 - logits_profile_predictions_loss: 2534.9930 - logcount_predictions_loss: 7.2866 166/1684 [=>............................] - ETA: 3:58 - loss: 2831.4931 - logits_profile_predictions_loss: 2534.6126 - logcount_predictions_loss: 7.2765 167/1684 [=>............................] - ETA: 3:58 - loss: 2830.6954 - logits_profile_predictions_loss: 2534.2236 - logcount_predictions_loss: 7.2665 168/1684 [=>............................] - ETA: 3:58 - loss: 2829.9344 - logits_profile_predictions_loss: 2533.8659 - logcount_predictions_loss: 7.2566 169/1684 [==>...........................] - ETA: 3:58 - loss: 2829.2165 - logits_profile_predictions_loss: 2533.5449 - logcount_predictions_loss: 7.2469 170/1684 [==>...........................] - ETA: 3:57 - loss: 2828.5190 - logits_profile_predictions_loss: 2533.2391 - logcount_predictions_loss: 7.2373 171/1684 [==>...........................] - ETA: 3:57 - loss: 2827.8483 - logits_profile_predictions_loss: 2532.9544 - logcount_predictions_loss: 7.2278 172/1684 [==>...........................] - ETA: 3:57 - loss: 2827.1719 - logits_profile_predictions_loss: 2532.6600 - logcount_predictions_loss: 7.2184 173/1684 [==>...........................] - ETA: 3:57 - loss: 2826.4900 - logits_profile_predictions_loss: 2532.3573 - logcount_predictions_loss: 7.2091 174/1684 [==>...........................] - ETA: 3:57 - loss: 2825.8248 - logits_profile_predictions_loss: 2532.0662 - logcount_predictions_loss: 7.2000 175/1684 [==>...........................] - ETA: 3:57 - loss: 2825.1587 - logits_profile_predictions_loss: 2531.7699 - logcount_predictions_loss: 7.1909 176/1684 [==>...........................] - ETA: 3:57 - loss: 2824.4987 - logits_profile_predictions_loss: 2531.4755 - logcount_predictions_loss: 7.1820 177/1684 [==>...........................] - ETA: 3:56 - loss: 2823.8481 - logits_profile_predictions_loss: 2531.1860 - logcount_predictions_loss: 7.1731 178/1684 [==>...........................] - ETA: 3:56 - loss: 2823.1977 - logits_profile_predictions_loss: 2530.8935 - logcount_predictions_loss: 7.1643 179/1684 [==>...........................] - ETA: 3:56 - loss: 2822.5817 - logits_profile_predictions_loss: 2530.6319 - logcount_predictions_loss: 7.1556 180/1684 [==>...........................] - ETA: 3:56 - loss: 2821.9717 - logits_profile_predictions_loss: 2530.3737 - logcount_predictions_loss: 7.1470 181/1684 [==>...........................] - ETA: 3:56 - loss: 2821.3910 - logits_profile_predictions_loss: 2530.1403 - logcount_predictions_loss: 7.1385 182/1684 [==>...........................] - ETA: 3:56 - loss: 2820.8303 - logits_profile_predictions_loss: 2529.9230 - logcount_predictions_loss: 7.1301 183/1684 [==>...........................] - ETA: 3:55 - loss: 2820.2783 - logits_profile_predictions_loss: 2529.7096 - logcount_predictions_loss: 7.1218 184/1684 [==>...........................] - ETA: 3:55 - loss: 2819.7399 - logits_profile_predictions_loss: 2529.5055 - logcount_predictions_loss: 7.1136 185/1684 [==>...........................] - ETA: 3:55 - loss: 2819.1961 - logits_profile_predictions_loss: 2529.2939 - logcount_predictions_loss: 7.1055 186/1684 [==>...........................] - ETA: 3:55 - loss: 2818.6486 - logits_profile_predictions_loss: 2529.0758 - logcount_predictions_loss: 7.0974 187/1684 [==>...........................] - ETA: 3:55 - loss: 2818.0992 - logits_profile_predictions_loss: 2528.8533 - logcount_predictions_loss: 7.0894 188/1684 [==>...........................] - ETA: 3:55 - loss: 2817.5348 - logits_profile_predictions_loss: 2528.6138 - logcount_predictions_loss: 7.0814 189/1684 [==>...........................] - ETA: 3:55 - loss: 2816.9824 - logits_profile_predictions_loss: 2528.3825 - logcount_predictions_loss: 7.0735 190/1684 [==>...........................] - ETA: 3:54 - loss: 2816.4653 - logits_profile_predictions_loss: 2528.1809 - logcount_predictions_loss: 7.0658 191/1684 [==>...........................] - ETA: 3:54 - loss: 2815.9688 - logits_profile_predictions_loss: 2527.9967 - logcount_predictions_loss: 7.0581 192/1684 [==>...........................] - ETA: 3:54 - loss: 2815.4464 - logits_profile_predictions_loss: 2527.7853 - logcount_predictions_loss: 7.0505 193/1684 [==>...........................] - ETA: 3:54 - loss: 2814.9148 - logits_profile_predictions_loss: 2527.5622 - logcount_predictions_loss: 7.0430 194/1684 [==>...........................] - ETA: 3:54 - loss: 2814.4161 - logits_profile_predictions_loss: 2527.3688 - logcount_predictions_loss: 7.0355 195/1684 [==>...........................] - ETA: 3:54 - loss: 2813.9257 - logits_profile_predictions_loss: 2527.1799 - logcount_predictions_loss: 7.0281 196/1684 [==>...........................] - ETA: 3:53 - loss: 2813.4306 - logits_profile_predictions_loss: 2526.9840 - logcount_predictions_loss: 7.0208 197/1684 [==>...........................] - ETA: 3:53 - loss: 2812.9494 - logits_profile_predictions_loss: 2526.7985 - logcount_predictions_loss: 7.0135 198/1684 [==>...........................] - ETA: 3:53 - loss: 2812.4887 - logits_profile_predictions_loss: 2526.6296 - logcount_predictions_loss: 7.0064 199/1684 [==>...........................] - ETA: 3:53 - loss: 2812.0282 - logits_profile_predictions_loss: 2526.4588 - logcount_predictions_loss: 6.9993 200/1684 [==>...........................] - ETA: 3:53 - loss: 2811.5448 - logits_profile_predictions_loss: 2526.2642 - logcount_predictions_loss: 6.9922 201/1684 [==>...........................] - ETA: 3:53 - loss: 2811.0600 - logits_profile_predictions_loss: 2526.0657 - logcount_predictions_loss: 6.9852 202/1684 [==>...........................] - ETA: 3:53 - loss: 2810.5691 - logits_profile_predictions_loss: 2525.8588 - logcount_predictions_loss: 6.9782 203/1684 [==>...........................] - ETA: 3:52 - loss: 2810.0744 - logits_profile_predictions_loss: 2525.6462 - logcount_predictions_loss: 6.9713 204/1684 [==>...........................] - ETA: 3:52 - loss: 2809.5743 - logits_profile_predictions_loss: 2525.4263 - logcount_predictions_loss: 6.9644 205/1684 [==>...........................] - ETA: 3:52 - loss: 2809.0747 - logits_profile_predictions_loss: 2525.2049 - logcount_predictions_loss: 6.9576 206/1684 [==>...........................] - ETA: 3:52 - loss: 2808.5690 - logits_profile_predictions_loss: 2524.9750 - logcount_predictions_loss: 6.9508 207/1684 [==>...........................] - ETA: 3:52 - loss: 2808.0705 - logits_profile_predictions_loss: 2524.7497 - logcount_predictions_loss: 6.9441 208/1684 [==>...........................] - ETA: 3:52 - loss: 2807.5733 - logits_profile_predictions_loss: 2524.5230 - logcount_predictions_loss: 6.9375 209/1684 [==>...........................] - ETA: 3:51 - loss: 2807.0879 - logits_profile_predictions_loss: 2524.3048 - logcount_predictions_loss: 6.9310 210/1684 [==>...........................] - ETA: 3:51 - loss: 2806.6154 - logits_profile_predictions_loss: 2524.0971 - logcount_predictions_loss: 6.9245 211/1684 [==>...........................] - ETA: 3:51 - loss: 2806.1670 - logits_profile_predictions_loss: 2523.9096 - logcount_predictions_loss: 6.9181 212/1684 [==>...........................] - ETA: 3:51 - loss: 2805.7163 - logits_profile_predictions_loss: 2523.7180 - logcount_predictions_loss: 6.9117 213/1684 [==>...........................] - ETA: 3:51 - loss: 2805.2481 - logits_profile_predictions_loss: 2523.5079 - logcount_predictions_loss: 6.9054 214/1684 [==>...........................] - ETA: 3:51 - loss: 2804.7875 - logits_profile_predictions_loss: 2523.3033 - logcount_predictions_loss: 6.8991 215/1684 [==>...........................] - ETA: 3:51 - loss: 2804.3381 - logits_profile_predictions_loss: 2523.1071 - logcount_predictions_loss: 6.8929 216/1684 [==>...........................] - ETA: 3:50 - loss: 2803.8991 - logits_profile_predictions_loss: 2522.9186 - logcount_predictions_loss: 6.8868 217/1684 [==>...........................] - ETA: 3:50 - loss: 2803.4517 - logits_profile_predictions_loss: 2522.7202 - logcount_predictions_loss: 6.8807 218/1684 [==>...........................] - ETA: 3:50 - loss: 2803.0008 - logits_profile_predictions_loss: 2522.5168 - logcount_predictions_loss: 6.8746 219/1684 [==>...........................] - ETA: 3:50 - loss: 2802.5526 - logits_profile_predictions_loss: 2522.3144 - logcount_predictions_loss: 6.8686 220/1684 [==>...........................] - ETA: 3:50 - loss: 2802.1023 - logits_profile_predictions_loss: 2522.1074 - logcount_predictions_loss: 6.8626 221/1684 [==>...........................] - ETA: 3:50 - loss: 2801.6571 - logits_profile_predictions_loss: 2521.9039 - logcount_predictions_loss: 6.8567 222/1684 [==>...........................] - ETA: 3:49 - loss: 2801.2110 - logits_profile_predictions_loss: 2521.6973 - logcount_predictions_loss: 6.8508 223/1684 [==>...........................] - ETA: 3:49 - loss: 2800.7579 - logits_profile_predictions_loss: 2521.4820 - logcount_predictions_loss: 6.8450 224/1684 [==>...........................] - ETA: 3:49 - loss: 2800.3132 - logits_profile_predictions_loss: 2521.2727 - logcount_predictions_loss: 6.8392 225/1684 [===>..........................] - ETA: 3:49 - loss: 2799.8652 - logits_profile_predictions_loss: 2521.0584 - logcount_predictions_loss: 6.8335 226/1684 [===>..........................] - ETA: 3:49 - loss: 2799.4158 - logits_profile_predictions_loss: 2520.8410 - logcount_predictions_loss: 6.8278 227/1684 [===>..........................] - ETA: 3:49 - loss: 2798.9887 - logits_profile_predictions_loss: 2520.6432 - logcount_predictions_loss: 6.8222 228/1684 [===>..........................] - ETA: 3:49 - loss: 2798.5474 - logits_profile_predictions_loss: 2520.4303 - logcount_predictions_loss: 6.8166 229/1684 [===>..........................] - ETA: 3:48 - loss: 2798.0960 - logits_profile_predictions_loss: 2520.2066 - logcount_predictions_loss: 6.8110 230/1684 [===>..........................] - ETA: 3:48 - loss: 2797.6532 - logits_profile_predictions_loss: 2519.9891 - logcount_predictions_loss: 6.8055 231/1684 [===>..........................] - ETA: 3:48 - loss: 2797.2031 - logits_profile_predictions_loss: 2519.7630 - logcount_predictions_loss: 6.8000 232/1684 [===>..........................] - ETA: 3:48 - loss: 2796.7560 - logits_profile_predictions_loss: 2519.5382 - logcount_predictions_loss: 6.7946 233/1684 [===>..........................] - ETA: 3:48 - loss: 2796.3261 - logits_profile_predictions_loss: 2519.3281 - logcount_predictions_loss: 6.7892 234/1684 [===>..........................] - ETA: 3:48 - loss: 2795.8879 - logits_profile_predictions_loss: 2519.1087 - logcount_predictions_loss: 6.7838 235/1684 [===>..........................] - ETA: 3:47 - loss: 2795.4627 - logits_profile_predictions_loss: 2518.9006 - logcount_predictions_loss: 6.7785 236/1684 [===>..........................] - ETA: 3:47 - loss: 2795.0488 - logits_profile_predictions_loss: 2518.7023 - logcount_predictions_loss: 6.7732 237/1684 [===>..........................] - ETA: 3:47 - loss: 2794.6340 - logits_profile_predictions_loss: 2518.5017 - logcount_predictions_loss: 6.7680 238/1684 [===>..........................] - ETA: 3:47 - loss: 2794.2194 - logits_profile_predictions_loss: 2518.2995 - logcount_predictions_loss: 6.7628 239/1684 [===>..........................] - ETA: 3:47 - loss: 2793.8036 - logits_profile_predictions_loss: 2518.0946 - logcount_predictions_loss: 6.7576 240/1684 [===>..........................] - ETA: 3:47 - loss: 2793.3732 - logits_profile_predictions_loss: 2517.8746 - logcount_predictions_loss: 6.7524 241/1684 [===>..........................] - ETA: 3:46 - loss: 2792.9364 - logits_profile_predictions_loss: 2517.6465 - logcount_predictions_loss: 6.7473 242/1684 [===>..........................] - ETA: 3:46 - loss: 2792.4904 - logits_profile_predictions_loss: 2517.4082 - logcount_predictions_loss: 6.7422 243/1684 [===>..........................] - ETA: 3:46 - loss: 2792.0391 - logits_profile_predictions_loss: 2517.1636 - logcount_predictions_loss: 6.7372 244/1684 [===>..........................] - ETA: 3:46 - loss: 2791.5774 - logits_profile_predictions_loss: 2516.9079 - logcount_predictions_loss: 6.7321 245/1684 [===>..........................] - ETA: 3:46 - loss: 2791.1224 - logits_profile_predictions_loss: 2516.6567 - logcount_predictions_loss: 6.7271 246/1684 [===>..........................] - ETA: 3:46 - loss: 2790.6666 - logits_profile_predictions_loss: 2516.4033 - logcount_predictions_loss: 6.7222 247/1684 [===>..........................] - ETA: 3:46 - loss: 2790.2095 - logits_profile_predictions_loss: 2516.1480 - logcount_predictions_loss: 6.7172 248/1684 [===>..........................] - ETA: 3:45 - loss: 2789.7578 - logits_profile_predictions_loss: 2515.8965 - logcount_predictions_loss: 6.7123 249/1684 [===>..........................] - ETA: 3:45 - loss: 2789.3090 - logits_profile_predictions_loss: 2515.6465 - logcount_predictions_loss: 6.7074 250/1684 [===>..........................] - ETA: 3:45 - loss: 2788.8714 - logits_profile_predictions_loss: 2515.4059 - logcount_predictions_loss: 6.7026 251/1684 [===>..........................] - ETA: 3:45 - loss: 2788.4326 - logits_profile_predictions_loss: 2515.1629 - logcount_predictions_loss: 6.6978 252/1684 [===>..........................] - ETA: 3:45 - loss: 2788.0085 - logits_profile_predictions_loss: 2514.9321 - logcount_predictions_loss: 6.6931 253/1684 [===>..........................] - ETA: 3:45 - loss: 2787.5871 - logits_profile_predictions_loss: 2514.7032 - logcount_predictions_loss: 6.6883 254/1684 [===>..........................] - ETA: 3:44 - loss: 2787.1644 - logits_profile_predictions_loss: 2514.4718 - logcount_predictions_loss: 6.6837 255/1684 [===>..........................] - ETA: 3:44 - loss: 2786.7431 - logits_profile_predictions_loss: 2514.2407 - logcount_predictions_loss: 6.6790 256/1684 [===>..........................] - ETA: 3:44 - loss: 2786.3311 - logits_profile_predictions_loss: 2514.0168 - logcount_predictions_loss: 6.6744 257/1684 [===>..........................] - ETA: 3:44 - loss: 2785.9102 - logits_profile_predictions_loss: 2513.7832 - logcount_predictions_loss: 6.6698 258/1684 [===>..........................] - ETA: 3:44 - loss: 2785.4873 - logits_profile_predictions_loss: 2513.5467 - logcount_predictions_loss: 6.6652 259/1684 [===>..........................] - ETA: 3:44 - loss: 2785.0821 - logits_profile_predictions_loss: 2513.3255 - logcount_predictions_loss: 6.6607 260/1684 [===>..........................] - ETA: 3:44 - loss: 2784.6800 - logits_profile_predictions_loss: 2513.1061 - logcount_predictions_loss: 6.6562 261/1684 [===>..........................] - ETA: 3:43 - loss: 2784.2717 - logits_profile_predictions_loss: 2512.8793 - logcount_predictions_loss: 6.6518 262/1684 [===>..........................] - ETA: 3:43 - loss: 2783.8640 - logits_profile_predictions_loss: 2512.6519 - logcount_predictions_loss: 6.6474 263/1684 [===>..........................] - ETA: 3:43 - loss: 2783.4655 - logits_profile_predictions_loss: 2512.4320 - logcount_predictions_loss: 6.6430 264/1684 [===>..........................] - ETA: 3:43 - loss: 2783.0706 - logits_profile_predictions_loss: 2512.2143 - logcount_predictions_loss: 6.6386 265/1684 [===>..........................] - ETA: 3:43 - loss: 2782.6667 - logits_profile_predictions_loss: 2511.9871 - logcount_predictions_loss: 6.6343 266/1684 [===>..........................] - ETA: 3:43 - loss: 2782.2684 - logits_profile_predictions_loss: 2511.7640 - logcount_predictions_loss: 6.6300 267/1684 [===>..........................] - ETA: 3:42 - loss: 2781.8767 - logits_profile_predictions_loss: 2511.5463 - logcount_predictions_loss: 6.6258 268/1684 [===>..........................] - ETA: 3:42 - loss: 2781.4842 - logits_profile_predictions_loss: 2511.3264 - logcount_predictions_loss: 6.6215 269/1684 [===>..........................] - ETA: 3:42 - loss: 2781.0825 - logits_profile_predictions_loss: 2511.0968 - logcount_predictions_loss: 6.6173 270/1684 [===>..........................] - ETA: 3:42 - loss: 2780.6787 - logits_profile_predictions_loss: 2510.8641 - logcount_predictions_loss: 6.6131 271/1684 [===>..........................] - ETA: 3:42 - loss: 2780.2685 - logits_profile_predictions_loss: 2510.6244 - logcount_predictions_loss: 6.6089 272/1684 [===>..........................] - ETA: 3:42 - loss: 2779.8541 - logits_profile_predictions_loss: 2510.3799 - logcount_predictions_loss: 6.6048 273/1684 [===>..........................] - ETA: 3:42 - loss: 2779.4399 - logits_profile_predictions_loss: 2510.1344 - logcount_predictions_loss: 6.6006 274/1684 [===>..........................] - ETA: 3:41 - loss: 2779.0193 - logits_profile_predictions_loss: 2509.8820 - logcount_predictions_loss: 6.5965 275/1684 [===>..........................] - ETA: 3:41 - loss: 2778.6081 - logits_profile_predictions_loss: 2509.6372 - logcount_predictions_loss: 6.5924 276/1684 [===>..........................] - ETA: 3:41 - loss: 2778.1905 - logits_profile_predictions_loss: 2509.3852 - logcount_predictions_loss: 6.5884 277/1684 [===>..........................] - ETA: 3:41 - loss: 2777.7715 - logits_profile_predictions_loss: 2509.1313 - logcount_predictions_loss: 6.5843 278/1684 [===>..........................] - ETA: 3:41 - loss: 2777.3483 - logits_profile_predictions_loss: 2508.8723 - logcount_predictions_loss: 6.5803 279/1684 [===>..........................] - ETA: 3:41 - loss: 2776.9278 - logits_profile_predictions_loss: 2508.6150 - logcount_predictions_loss: 6.5763 280/1684 [===>..........................] - ETA: 3:40 - loss: 2776.5077 - logits_profile_predictions_loss: 2508.3566 - logcount_predictions_loss: 6.5723 281/1684 [====>.........................] - ETA: 3:40 - loss: 2776.0906 - logits_profile_predictions_loss: 2508.1002 - logcount_predictions_loss: 6.5684 282/1684 [====>.........................] - ETA: 3:40 - loss: 2775.6838 - logits_profile_predictions_loss: 2507.8525 - logcount_predictions_loss: 6.5645 283/1684 [====>.........................] - ETA: 3:40 - loss: 2775.2785 - logits_profile_predictions_loss: 2507.6052 - logcount_predictions_loss: 6.5606 284/1684 [====>.........................] - ETA: 3:40 - loss: 2774.8705 - logits_profile_predictions_loss: 2507.3541 - logcount_predictions_loss: 6.5568 285/1684 [====>.........................] - ETA: 3:40 - loss: 2774.4633 - logits_profile_predictions_loss: 2507.1026 - logcount_predictions_loss: 6.5530 286/1684 [====>.........................] - ETA: 3:40 - loss: 2774.0558 - logits_profile_predictions_loss: 2506.8503 - logcount_predictions_loss: 6.5492 287/1684 [====>.........................] - ETA: 3:39 - loss: 2773.6410 - logits_profile_predictions_loss: 2506.5902 - logcount_predictions_loss: 6.5454 288/1684 [====>.........................] - ETA: 3:39 - loss: 2773.2346 - logits_profile_predictions_loss: 2506.3373 - logcount_predictions_loss: 6.5416 289/1684 [====>.........................] - ETA: 3:39 - loss: 2772.8256 - logits_profile_predictions_loss: 2506.0807 - logcount_predictions_loss: 6.5379 290/1684 [====>.........................] - ETA: 3:39 - loss: 2772.4131 - logits_profile_predictions_loss: 2505.8202 - logcount_predictions_loss: 6.5342 291/1684 [====>.........................] - ETA: 3:39 - loss: 2772.0065 - logits_profile_predictions_loss: 2505.5644 - logcount_predictions_loss: 6.5305 292/1684 [====>.........................] - ETA: 3:39 - loss: 2771.5948 - logits_profile_predictions_loss: 2505.3027 - logcount_predictions_loss: 6.5268 293/1684 [====>.........................] - ETA: 3:38 - loss: 2771.1858 - logits_profile_predictions_loss: 2505.0429 - logcount_predictions_loss: 6.5231 294/1684 [====>.........................] - ETA: 3:38 - loss: 2770.7820 - logits_profile_predictions_loss: 2504.7872 - logcount_predictions_loss: 6.5195 295/1684 [====>.........................] - ETA: 3:38 - loss: 2770.3771 - logits_profile_predictions_loss: 2504.5295 - logcount_predictions_loss: 6.5159 296/1684 [====>.........................] - ETA: 3:38 - loss: 2769.9663 - logits_profile_predictions_loss: 2504.2653 - logcount_predictions_loss: 6.5123 297/1684 [====>.........................] - ETA: 3:38 - loss: 2769.5495 - logits_profile_predictions_loss: 2503.9945 - logcount_predictions_loss: 6.5087 298/1684 [====>.........................] - ETA: 3:38 - loss: 2769.1350 - logits_profile_predictions_loss: 2503.7251 - logcount_predictions_loss: 6.5052 299/1684 [====>.........................] - ETA: 3:38 - loss: 2768.7256 - logits_profile_predictions_loss: 2503.4597 - logcount_predictions_loss: 6.5016 300/1684 [====>.........................] - ETA: 3:37 - loss: 2768.3106 - logits_profile_predictions_loss: 2503.1883 - logcount_predictions_loss: 6.4981 301/1684 [====>.........................] - ETA: 3:37 - loss: 2767.8918 - logits_profile_predictions_loss: 2502.9125 - logcount_predictions_loss: 6.4946 302/1684 [====>.........................] - ETA: 3:37 - loss: 2767.4835 - logits_profile_predictions_loss: 2502.6461 - logcount_predictions_loss: 6.4911 303/1684 [====>.........................] - ETA: 3:37 - loss: 2767.0795 - logits_profile_predictions_loss: 2502.3828 - logcount_predictions_loss: 6.4877 304/1684 [====>.........................] - ETA: 3:37 - loss: 2766.6714 - logits_profile_predictions_loss: 2502.1148 - logcount_predictions_loss: 6.4842 305/1684 [====>.........................] - ETA: 3:37 - loss: 2766.2603 - logits_profile_predictions_loss: 2501.8431 - logcount_predictions_loss: 6.4808 306/1684 [====>.........................] - ETA: 3:36 - loss: 2765.8472 - logits_profile_predictions_loss: 2501.5689 - logcount_predictions_loss: 6.4774 307/1684 [====>.........................] - ETA: 3:36 - loss: 2765.4312 - logits_profile_predictions_loss: 2501.2910 - logcount_predictions_loss: 6.4740 308/1684 [====>.........................] - ETA: 3:36 - loss: 2765.0111 - logits_profile_predictions_loss: 2501.0088 - logcount_predictions_loss: 6.4707 309/1684 [====>.........................] - ETA: 3:36 - loss: 2764.5920 - logits_profile_predictions_loss: 2500.7268 - logcount_predictions_loss: 6.4673 310/1684 [====>.........................] - ETA: 3:36 - loss: 2764.1667 - logits_profile_predictions_loss: 2500.4381 - logcount_predictions_loss: 6.4639 311/1684 [====>.........................] - ETA: 3:36 - loss: 2763.7392 - logits_profile_predictions_loss: 2500.1466 - logcount_predictions_loss: 6.4606 312/1684 [====>.........................] - ETA: 3:35 - loss: 2763.3136 - logits_profile_predictions_loss: 2499.8561 - logcount_predictions_loss: 6.4573 313/1684 [====>.........................] - ETA: 3:35 - loss: 2762.8878 - logits_profile_predictions_loss: 2499.5648 - logcount_predictions_loss: 6.4540 314/1684 [====>.........................] - ETA: 3:35 - loss: 2762.4698 - logits_profile_predictions_loss: 2499.2798 - logcount_predictions_loss: 6.4507 315/1684 [====>.........................] - ETA: 3:35 - loss: 2762.0504 - logits_profile_predictions_loss: 2498.9929 - logcount_predictions_loss: 6.4475 316/1684 [====>.........................] - ETA: 3:35 - loss: 2761.6237 - logits_profile_predictions_loss: 2498.6987 - logcount_predictions_loss: 6.4443 317/1684 [====>.........................] - ETA: 3:35 - loss: 2761.2036 - logits_profile_predictions_loss: 2498.4099 - logcount_predictions_loss: 6.4410 318/1684 [====>.........................] - ETA: 3:35 - loss: 2760.7795 - logits_profile_predictions_loss: 2498.1166 - logcount_predictions_loss: 6.4378 319/1684 [====>.........................] - ETA: 3:34 - loss: 2760.3542 - logits_profile_predictions_loss: 2497.8215 - logcount_predictions_loss: 6.4346 320/1684 [====>.........................] - ETA: 3:34 - loss: 2759.9277 - logits_profile_predictions_loss: 2497.5245 - logcount_predictions_loss: 6.4315 321/1684 [====>.........................] - ETA: 3:34 - loss: 2759.5060 - logits_profile_predictions_loss: 2497.2315 - logcount_predictions_loss: 6.4283 322/1684 [====>.........................] - ETA: 3:34 - loss: 2759.0791 - logits_profile_predictions_loss: 2496.9328 - logcount_predictions_loss: 6.4252 323/1684 [====>.........................] - ETA: 3:34 - loss: 2758.6543 - logits_profile_predictions_loss: 2496.6353 - logcount_predictions_loss: 6.4220 324/1684 [====>.........................] - ETA: 3:34 - loss: 2758.2451 - logits_profile_predictions_loss: 2496.3518 - logcount_predictions_loss: 6.4190 325/1684 [====>.........................] - ETA: 3:33 - loss: 2757.8318 - logits_profile_predictions_loss: 2496.0639 - logcount_predictions_loss: 6.4159 326/1684 [====>.........................] - ETA: 3:33 - loss: 2757.4114 - logits_profile_predictions_loss: 2495.7686 - logcount_predictions_loss: 6.4128 327/1684 [====>.........................] - ETA: 3:33 - loss: 2757.0003 - logits_profile_predictions_loss: 2495.4812 - logcount_predictions_loss: 6.4098 328/1684 [====>.........................] - ETA: 3:33 - loss: 2756.5889 - logits_profile_predictions_loss: 2495.1931 - logcount_predictions_loss: 6.4068 329/1684 [====>.........................] - ETA: 3:33 - loss: 2756.1733 - logits_profile_predictions_loss: 2494.9004 - logcount_predictions_loss: 6.4038 330/1684 [====>.........................] - ETA: 3:33 - loss: 2755.7502 - logits_profile_predictions_loss: 2494.6002 - logcount_predictions_loss: 6.4007 331/1684 [====>.........................] - ETA: 3:33 - loss: 2755.3246 - logits_profile_predictions_loss: 2494.2971 - logcount_predictions_loss: 6.3977 332/1684 [====>.........................] - ETA: 3:32 - loss: 2754.9114 - logits_profile_predictions_loss: 2494.0057 - logcount_predictions_loss: 6.3948 333/1684 [====>.........................] - ETA: 3:32 - loss: 2754.5011 - logits_profile_predictions_loss: 2493.7162 - logcount_predictions_loss: 6.3918 334/1684 [====>.........................] - ETA: 3:32 - loss: 2754.0896 - logits_profile_predictions_loss: 2493.4252 - logcount_predictions_loss: 6.3888 335/1684 [====>.........................] - ETA: 3:32 - loss: 2753.6811 - logits_profile_predictions_loss: 2493.1361 - logcount_predictions_loss: 6.3859 336/1684 [====>.........................] - ETA: 3:32 - loss: 2753.2804 - logits_profile_predictions_loss: 2492.8538 - logcount_predictions_loss: 6.3830 337/1684 [=====>........................] - ETA: 3:32 - loss: 2752.8834 - logits_profile_predictions_loss: 2492.5745 - logcount_predictions_loss: 6.3801 338/1684 [=====>........................] - ETA: 3:31 - loss: 2752.4867 - logits_profile_predictions_loss: 2492.2947 - logcount_predictions_loss: 6.3773 339/1684 [=====>........................] - ETA: 3:31 - loss: 2752.0841 - logits_profile_predictions_loss: 2492.0090 - logcount_predictions_loss: 6.3744 340/1684 [=====>........................] - ETA: 3:31 - loss: 2751.6833 - logits_profile_predictions_loss: 2491.7248 - logcount_predictions_loss: 6.3715 341/1684 [=====>........................] - ETA: 3:31 - loss: 2751.2909 - logits_profile_predictions_loss: 2491.4479 - logcount_predictions_loss: 6.3687 342/1684 [=====>........................] - ETA: 3:31 - loss: 2750.9030 - logits_profile_predictions_loss: 2491.1750 - logcount_predictions_loss: 6.3659 343/1684 [=====>........................] - ETA: 3:31 - loss: 2750.5173 - logits_profile_predictions_loss: 2490.9035 - logcount_predictions_loss: 6.3631 344/1684 [=====>........................] - ETA: 3:31 - loss: 2750.1324 - logits_profile_predictions_loss: 2490.6321 - logcount_predictions_loss: 6.3603 345/1684 [=====>........................] - ETA: 3:30 - loss: 2749.7474 - logits_profile_predictions_loss: 2490.3602 - logcount_predictions_loss: 6.3575 346/1684 [=====>........................] - ETA: 3:30 - loss: 2749.3633 - logits_profile_predictions_loss: 2490.0883 - logcount_predictions_loss: 6.3548 347/1684 [=====>........................] - ETA: 3:30 - loss: 2748.9801 - logits_profile_predictions_loss: 2489.8167 - logcount_predictions_loss: 6.3521 348/1684 [=====>........................] - ETA: 3:30 - loss: 2748.6073 - logits_profile_predictions_loss: 2489.5544 - logcount_predictions_loss: 6.3493 349/1684 [=====>........................] - ETA: 3:30 - loss: 2748.2394 - logits_profile_predictions_loss: 2489.2965 - logcount_predictions_loss: 6.3466 350/1684 [=====>........................] - ETA: 3:30 - loss: 2747.8763 - logits_profile_predictions_loss: 2489.0427 - logcount_predictions_loss: 6.3440 351/1684 [=====>........................] - ETA: 3:29 - loss: 2747.5111 - logits_profile_predictions_loss: 2488.7864 - logcount_predictions_loss: 6.3413 352/1684 [=====>........................] - ETA: 3:29 - loss: 2747.1442 - logits_profile_predictions_loss: 2488.5282 - logcount_predictions_loss: 6.3386 353/1684 [=====>........................] - ETA: 3:29 - loss: 2746.7790 - logits_profile_predictions_loss: 2488.2709 - logcount_predictions_loss: 6.3360 354/1684 [=====>........................] - ETA: 3:29 - loss: 2746.4258 - logits_profile_predictions_loss: 2488.0244 - logcount_predictions_loss: 6.3334 355/1684 [=====>........................] - ETA: 3:29 - loss: 2746.0768 - logits_profile_predictions_loss: 2487.7814 - logcount_predictions_loss: 6.3308 356/1684 [=====>........................] - ETA: 3:29 - loss: 2745.7336 - logits_profile_predictions_loss: 2487.5433 - logcount_predictions_loss: 6.3282 357/1684 [=====>........................] - ETA: 3:29 - loss: 2745.3889 - logits_profile_predictions_loss: 2487.3034 - logcount_predictions_loss: 6.3256 358/1684 [=====>........................] - ETA: 3:28 - loss: 2745.0444 - logits_profile_predictions_loss: 2487.0632 - logcount_predictions_loss: 6.3231 359/1684 [=====>........................] - ETA: 3:28 - loss: 2744.6961 - logits_profile_predictions_loss: 2486.8190 - logcount_predictions_loss: 6.3205 360/1684 [=====>........................] - ETA: 3:28 - loss: 2744.3471 - logits_profile_predictions_loss: 2486.5736 - logcount_predictions_loss: 6.3180 361/1684 [=====>........................] - ETA: 3:28 - loss: 2743.9984 - logits_profile_predictions_loss: 2486.3280 - logcount_predictions_loss: 6.3155 362/1684 [=====>........................] - ETA: 3:28 - loss: 2743.6449 - logits_profile_predictions_loss: 2486.0774 - logcount_predictions_loss: 6.3129 363/1684 [=====>........................] - ETA: 3:28 - loss: 2743.2896 - logits_profile_predictions_loss: 2485.8245 - logcount_predictions_loss: 6.3104 364/1684 [=====>........................] - ETA: 3:27 - loss: 2742.9356 - logits_profile_predictions_loss: 2485.5723 - logcount_predictions_loss: 6.3079 365/1684 [=====>........................] - ETA: 3:27 - loss: 2742.5823 - logits_profile_predictions_loss: 2485.3202 - logcount_predictions_loss: 6.3055 366/1684 [=====>........................] - ETA: 3:27 - loss: 2742.2269 - logits_profile_predictions_loss: 2485.0654 - logcount_predictions_loss: 6.3030 367/1684 [=====>........................] - ETA: 3:27 - loss: 2741.8674 - logits_profile_predictions_loss: 2484.8066 - logcount_predictions_loss: 6.3005 368/1684 [=====>........................] - ETA: 3:27 - loss: 2741.5065 - logits_profile_predictions_loss: 2484.5459 - logcount_predictions_loss: 6.2981 369/1684 [=====>........................] - ETA: 3:27 - loss: 2741.1400 - logits_profile_predictions_loss: 2484.2796 - logcount_predictions_loss: 6.2956 370/1684 [=====>........................] - ETA: 3:26 - loss: 2740.7800 - logits_profile_predictions_loss: 2484.0191 - logcount_predictions_loss: 6.2932 371/1684 [=====>........................] - ETA: 3:26 - loss: 2740.4212 - logits_profile_predictions_loss: 2483.7592 - logcount_predictions_loss: 6.2907 372/1684 [=====>........................] - ETA: 3:26 - loss: 2740.0658 - logits_profile_predictions_loss: 2483.5019 - logcount_predictions_loss: 6.2883 373/1684 [=====>........................] - ETA: 3:26 - loss: 2739.7145 - logits_profile_predictions_loss: 2483.2481 - logcount_predictions_loss: 6.2859 374/1684 [=====>........................] - ETA: 3:26 - loss: 2739.3633 - logits_profile_predictions_loss: 2482.9941 - logcount_predictions_loss: 6.2836 375/1684 [=====>........................] - ETA: 3:26 - loss: 2739.0144 - logits_profile_predictions_loss: 2482.7418 - logcount_predictions_loss: 6.2812 376/1684 [=====>........................] - ETA: 3:26 - loss: 2738.6632 - logits_profile_predictions_loss: 2482.4868 - logcount_predictions_loss: 6.2788 377/1684 [=====>........................] - ETA: 3:25 - loss: 2738.3192 - logits_profile_predictions_loss: 2482.2385 - logcount_predictions_loss: 6.2765 378/1684 [=====>........................] - ETA: 3:25 - loss: 2737.9743 - logits_profile_predictions_loss: 2481.9888 - logcount_predictions_loss: 6.2742 379/1684 [=====>........................] - ETA: 3:25 - loss: 2737.6282 - logits_profile_predictions_loss: 2481.7379 - logcount_predictions_loss: 6.2718 380/1684 [=====>........................] - ETA: 3:25 - loss: 2737.2805 - logits_profile_predictions_loss: 2481.4852 - logcount_predictions_loss: 6.2695 381/1684 [=====>........................] - ETA: 3:25 - loss: 2736.9357 - logits_profile_predictions_loss: 2481.2346 - logcount_predictions_loss: 6.2672 382/1684 [=====>........................] - ETA: 3:25 - loss: 2736.5929 - logits_profile_predictions_loss: 2480.9854 - logcount_predictions_loss: 6.2649 383/1684 [=====>........................] - ETA: 3:25 - loss: 2736.2576 - logits_profile_predictions_loss: 2480.7428 - logcount_predictions_loss: 6.2626 384/1684 [=====>........................] - ETA: 3:24 - loss: 2735.9205 - logits_profile_predictions_loss: 2480.4981 - logcount_predictions_loss: 6.2604 385/1684 [=====>........................] - ETA: 3:24 - loss: 2735.5897 - logits_profile_predictions_loss: 2480.2591 - logcount_predictions_loss: 6.2581 386/1684 [=====>........................] - ETA: 3:24 - loss: 2735.2558 - logits_profile_predictions_loss: 2480.0169 - logcount_predictions_loss: 6.2559 387/1684 [=====>........................] - ETA: 3:24 - loss: 2734.9216 - logits_profile_predictions_loss: 2479.7740 - logcount_predictions_loss: 6.2536 388/1684 [=====>........................] - ETA: 3:24 - loss: 2734.5886 - logits_profile_predictions_loss: 2479.5319 - logcount_predictions_loss: 6.2514 389/1684 [=====>........................] - ETA: 3:24 - loss: 2734.2590 - logits_profile_predictions_loss: 2479.2926 - logcount_predictions_loss: 6.2492 390/1684 [=====>........................] - ETA: 3:23 - loss: 2733.9261 - logits_profile_predictions_loss: 2479.0498 - logcount_predictions_loss: 6.2470 391/1684 [=====>........................] - ETA: 3:23 - loss: 2733.5892 - logits_profile_predictions_loss: 2478.8029 - logcount_predictions_loss: 6.2448 392/1684 [=====>........................] - ETA: 3:23 - loss: 2733.2476 - logits_profile_predictions_loss: 2478.5511 - logcount_predictions_loss: 6.2426 393/1684 [======>.......................] - ETA: 3:23 - loss: 2732.9113 - logits_profile_predictions_loss: 2478.3039 - logcount_predictions_loss: 6.2404 394/1684 [======>.......................] - ETA: 3:23 - loss: 2732.5759 - logits_profile_predictions_loss: 2478.0574 - logcount_predictions_loss: 6.2382 395/1684 [======>.......................] - ETA: 3:23 - loss: 2732.2441 - logits_profile_predictions_loss: 2477.8138 - logcount_predictions_loss: 6.2360 396/1684 [======>.......................] - ETA: 3:22 - loss: 2731.9163 - logits_profile_predictions_loss: 2477.5735 - logcount_predictions_loss: 6.2339 397/1684 [======>.......................] - ETA: 3:22 - loss: 2731.5951 - logits_profile_predictions_loss: 2477.3393 - logcount_predictions_loss: 6.2318 398/1684 [======>.......................] - ETA: 3:22 - loss: 2731.2767 - logits_profile_predictions_loss: 2477.1072 - logcount_predictions_loss: 6.2297 399/1684 [======>.......................] - ETA: 3:22 - loss: 2730.9677 - logits_profile_predictions_loss: 2476.8839 - logcount_predictions_loss: 6.2276 400/1684 [======>.......................] - ETA: 3:22 - loss: 2730.6621 - logits_profile_predictions_loss: 2476.6633 - logcount_predictions_loss: 6.2255 401/1684 [======>.......................] - ETA: 3:22 - loss: 2730.3584 - logits_profile_predictions_loss: 2476.4440 - logcount_predictions_loss: 6.2234 402/1684 [======>.......................] - ETA: 3:22 - loss: 2730.0498 - logits_profile_predictions_loss: 2476.2199 - logcount_predictions_loss: 6.2213 403/1684 [======>.......................] - ETA: 3:21 - loss: 2729.7466 - logits_profile_predictions_loss: 2476.0006 - logcount_predictions_loss: 6.2193 404/1684 [======>.......................] - ETA: 3:21 - loss: 2729.4386 - logits_profile_predictions_loss: 2475.7765 - logcount_predictions_loss: 6.2172 405/1684 [======>.......................] - ETA: 3:21 - loss: 2729.1368 - logits_profile_predictions_loss: 2475.5581 - logcount_predictions_loss: 6.2152 406/1684 [======>.......................] - ETA: 3:21 - loss: 2728.8348 - logits_profile_predictions_loss: 2475.3391 - logcount_predictions_loss: 6.2131 407/1684 [======>.......................] - ETA: 3:21 - loss: 2728.5407 - logits_profile_predictions_loss: 2475.1274 - logcount_predictions_loss: 6.2111 408/1684 [======>.......................] - ETA: 3:21 - loss: 2728.2443 - logits_profile_predictions_loss: 2474.9133 - logcount_predictions_loss: 6.2091 409/1684 [======>.......................] - ETA: 3:20 - loss: 2727.9502 - logits_profile_predictions_loss: 2474.7009 - logcount_predictions_loss: 6.2071 410/1684 [======>.......................] - ETA: 3:20 - loss: 2727.6530 - logits_profile_predictions_loss: 2474.4852 - logcount_predictions_loss: 6.2051 411/1684 [======>.......................] - ETA: 3:20 - loss: 2727.3592 - logits_profile_predictions_loss: 2474.2724 - logcount_predictions_loss: 6.2031 412/1684 [======>.......................] - ETA: 3:20 - loss: 2727.0630 - logits_profile_predictions_loss: 2474.0569 - logcount_predictions_loss: 6.2011 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logcount_predictions_loss: 5.4505 1674/1684 [============================>.] - ETA: 1s - loss: 2507.1400 - logits_profile_predictions_loss: 2284.7824 - logcount_predictions_loss: 5.4499 1675/1684 [============================>.] - ETA: 1s - loss: 2507.0012 - logits_profile_predictions_loss: 2284.6658 - logcount_predictions_loss: 5.4494 1676/1684 [============================>.] - ETA: 1s - loss: 2506.8622 - logits_profile_predictions_loss: 2284.5489 - logcount_predictions_loss: 5.4489 1677/1684 [============================>.] - ETA: 1s - loss: 2506.7233 - logits_profile_predictions_loss: 2284.4321 - logcount_predictions_loss: 5.4483 1678/1684 [============================>.] - ETA: 0s - loss: 2506.5845 - logits_profile_predictions_loss: 2284.3155 - logcount_predictions_loss: 5.4478 1679/1684 [============================>.] - ETA: 0s - loss: 2506.4457 - logits_profile_predictions_loss: 2284.1989 - logcount_predictions_loss: 5.4472 1680/1684 [============================>.] - ETA: 0s - loss: 2506.3070 - logits_profile_predictions_loss: 2284.0824 - logcount_predictions_loss: 5.4467 1681/1684 [============================>.] - ETA: 0s - loss: 2506.1681 - logits_profile_predictions_loss: 2283.9657 - logcount_predictions_loss: 5.4461 1682/1684 [============================>.] - ETA: 0s - loss: 2506.0292 - logits_profile_predictions_loss: 2283.8490 - logcount_predictions_loss: 5.4456 1683/1684 [============================>.] - ETA: 0s - loss: 2505.8902 - logits_profile_predictions_loss: 2283.7323 - logcount_predictions_loss: 5.4451 1684/1684 [==============================] - ETA: 0s - loss: 2505.7512 - logits_profile_predictions_loss: 2283.6156 - logcount_predictions_loss: 5.4445 1684/1684 [==============================] - 293s 170ms/step - loss: 2505.6124 - logits_profile_predictions_loss: 2283.4990 - logcount_predictions_loss: 5.4440 - val_loss: 2222.3416 - val_logits_profile_predictions_loss: 2156.0613 - val_logcount_predictions_loss: 1.6245 + +Epoch 00001: val_loss improved from inf to 2222.34155, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR250GDW//chrombppnet_model_encsr283tme_bias_fold_1/chrombpnet.h5 +Epoch 2/50 + 1/1684 [..............................] - ETA: 6:36 - loss: 1855.5509 - logits_profile_predictions_loss: 1793.5798 - logcount_predictions_loss: 1.5189 2/1684 [..............................] - ETA: 4:39 - loss: 1878.2098 - logits_profile_predictions_loss: 1812.9156 - logcount_predictions_loss: 1.6003 3/1684 [..............................] - ETA: 4:31 - loss: 1915.5053 - logits_profile_predictions_loss: 1848.6881 - logcount_predictions_loss: 1.6377 4/1684 [..............................] - ETA: 4:28 - loss: 1929.0588 - logits_profile_predictions_loss: 1861.5594 - logcount_predictions_loss: 1.6544 5/1684 [..............................] - ETA: 4:26 - loss: 1930.5329 - logits_profile_predictions_loss: 1863.0554 - logcount_predictions_loss: 1.6539 6/1684 [..............................] - ETA: 4:25 - loss: 1937.6239 - logits_profile_predictions_loss: 1870.4434 - logcount_predictions_loss: 1.6466 7/1684 [..............................] - ETA: 4:25 - loss: 1936.1769 - logits_profile_predictions_loss: 1869.3726 - logcount_predictions_loss: 1.6374 8/1684 [..............................] - ETA: 4:24 - loss: 1926.9197 - logits_profile_predictions_loss: 1860.4072 - logcount_predictions_loss: 1.6302 9/1684 [..............................] - ETA: 4:24 - loss: 1917.9652 - logits_profile_predictions_loss: 1851.6694 - logcount_predictions_loss: 1.6249 10/1684 [..............................] - ETA: 4:23 - loss: 1911.3337 - logits_profile_predictions_loss: 1845.3479 - logcount_predictions_loss: 1.6173 11/1684 [..............................] - ETA: 4:23 - loss: 1906.0826 - logits_profile_predictions_loss: 1840.3512 - logcount_predictions_loss: 1.6111 12/1684 [..............................] - ETA: 4:23 - loss: 1900.8045 - logits_profile_predictions_loss: 1835.3408 - logcount_predictions_loss: 1.6045 13/1684 [..............................] - ETA: 4:23 - loss: 1894.8349 - logits_profile_predictions_loss: 1829.5292 - logcount_predictions_loss: 1.6006 14/1684 [..............................] - ETA: 4:22 - loss: 1892.1951 - logits_profile_predictions_loss: 1826.9670 - logcount_predictions_loss: 1.5987 15/1684 [..............................] - ETA: 4:22 - loss: 1889.4072 - logits_profile_predictions_loss: 1824.2871 - logcount_predictions_loss: 1.5961 16/1684 [..............................] - ETA: 4:22 - loss: 1886.3672 - logits_profile_predictions_loss: 1821.3808 - logcount_predictions_loss: 1.5928 17/1684 [..............................] - ETA: 4:22 - loss: 1881.7938 - logits_profile_predictions_loss: 1816.9954 - logcount_predictions_loss: 1.5882 18/1684 [..............................] - ETA: 4:22 - loss: 1878.3032 - logits_profile_predictions_loss: 1813.6364 - logcount_predictions_loss: 1.5850 19/1684 [..............................] - ETA: 4:21 - loss: 1876.9770 - logits_profile_predictions_loss: 1812.3770 - logcount_predictions_loss: 1.5833 20/1684 [..............................] - ETA: 4:21 - loss: 1876.5267 - logits_profile_predictions_loss: 1811.9904 - logcount_predictions_loss: 1.5818 21/1684 [..............................] - ETA: 4:21 - loss: 1875.7323 - logits_profile_predictions_loss: 1811.2726 - logcount_predictions_loss: 1.5799 22/1684 [..............................] - ETA: 4:21 - loss: 1875.6134 - logits_profile_predictions_loss: 1811.2206 - logcount_predictions_loss: 1.5783 23/1684 [..............................] - ETA: 4:21 - loss: 1874.8604 - logits_profile_predictions_loss: 1810.5815 - logcount_predictions_loss: 1.5755 24/1684 [..............................] - ETA: 4:21 - loss: 1874.8278 - logits_profile_predictions_loss: 1810.6603 - logcount_predictions_loss: 1.5727 25/1684 [..............................] - ETA: 4:20 - loss: 1874.7601 - logits_profile_predictions_loss: 1810.6852 - logcount_predictions_loss: 1.5705 26/1684 [..............................] - ETA: 4:20 - loss: 1875.0000 - logits_profile_predictions_loss: 1811.0244 - logcount_predictions_loss: 1.5680 27/1684 [..............................] - ETA: 4:20 - loss: 1874.3259 - logits_profile_predictions_loss: 1810.4532 - logcount_predictions_loss: 1.5655 28/1684 [..............................] - ETA: 4:20 - loss: 1873.8248 - logits_profile_predictions_loss: 1810.0293 - logcount_predictions_loss: 1.5636 29/1684 [..............................] - ETA: 4:20 - loss: 1873.8018 - logits_profile_predictions_loss: 1810.0696 - logcount_predictions_loss: 1.5621 30/1684 [..............................] - ETA: 4:20 - loss: 1873.3344 - logits_profile_predictions_loss: 1809.6732 - logcount_predictions_loss: 1.5603 31/1684 [..............................] - ETA: 4:20 - loss: 1873.3019 - logits_profile_predictions_loss: 1809.7018 - logcount_predictions_loss: 1.5588 32/1684 [..............................] - ETA: 4:20 - loss: 1872.9818 - 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[..............................] - ETA: 4:18 - loss: 1869.4083 - logits_profile_predictions_loss: 1806.1258 - logcount_predictions_loss: 1.5510 40/1684 [..............................] - ETA: 4:18 - loss: 1868.3432 - logits_profile_predictions_loss: 1805.1001 - logcount_predictions_loss: 1.5501 41/1684 [..............................] - ETA: 4:18 - loss: 1867.5189 - logits_profile_predictions_loss: 1804.3106 - logcount_predictions_loss: 1.5492 42/1684 [..............................] - ETA: 4:18 - loss: 1867.0240 - logits_profile_predictions_loss: 1803.8464 - logcount_predictions_loss: 1.5485 43/1684 [..............................] - ETA: 4:18 - loss: 1866.4719 - logits_profile_predictions_loss: 1803.3286 - logcount_predictions_loss: 1.5476 44/1684 [..............................] - ETA: 4:18 - loss: 1866.1679 - logits_profile_predictions_loss: 1803.0547 - logcount_predictions_loss: 1.5469 45/1684 [..............................] - ETA: 4:17 - loss: 1865.8824 - 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[..............................] - ETA: 4:16 - loss: 1865.4711 - logits_profile_predictions_loss: 1802.6813 - logcount_predictions_loss: 1.5390 53/1684 [..............................] - ETA: 4:16 - loss: 1865.2170 - logits_profile_predictions_loss: 1802.4735 - logcount_predictions_loss: 1.5378 54/1684 [..............................] - ETA: 4:16 - loss: 1865.1443 - logits_profile_predictions_loss: 1802.4446 - logcount_predictions_loss: 1.5368 55/1684 [..............................] - ETA: 4:16 - loss: 1865.0095 - logits_profile_predictions_loss: 1802.3515 - logcount_predictions_loss: 1.5357 56/1684 [..............................] - ETA: 4:16 - loss: 1864.7208 - logits_profile_predictions_loss: 1802.1032 - logcount_predictions_loss: 1.5347 57/1684 [>.............................] - ETA: 4:16 - loss: 1864.3857 - logits_profile_predictions_loss: 1801.8074 - logcount_predictions_loss: 1.5338 58/1684 [>.............................] - ETA: 4:15 - loss: 1864.1246 - 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logits_profile_predictions_loss: 1798.2710 - logcount_predictions_loss: 1.5222 72/1684 [>.............................] - ETA: 4:13 - loss: 1860.2815 - logits_profile_predictions_loss: 1798.1996 - logcount_predictions_loss: 1.5216 73/1684 [>.............................] - ETA: 4:13 - loss: 1860.2965 - logits_profile_predictions_loss: 1798.2367 - logcount_predictions_loss: 1.5211 74/1684 [>.............................] - ETA: 4:13 - loss: 1860.3214 - logits_profile_predictions_loss: 1798.2859 - logcount_predictions_loss: 1.5205 75/1684 [>.............................] - ETA: 4:13 - loss: 1860.5799 - logits_profile_predictions_loss: 1798.5679 - logcount_predictions_loss: 1.5199 76/1684 [>.............................] - ETA: 4:13 - loss: 1860.8111 - logits_profile_predictions_loss: 1798.8203 - logcount_predictions_loss: 1.5194 77/1684 [>.............................] - ETA: 4:12 - loss: 1861.0161 - logits_profile_predictions_loss: 1799.0466 - logcount_predictions_loss: 1.5189 78/1684 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logits_profile_predictions_loss: 1800.2252 - logcount_predictions_loss: 1.5159 85/1684 [>.............................] - ETA: 4:11 - loss: 1862.2059 - logits_profile_predictions_loss: 1800.3679 - logcount_predictions_loss: 1.5156 86/1684 [>.............................] - ETA: 4:11 - loss: 1862.3495 - logits_profile_predictions_loss: 1800.5213 - logcount_predictions_loss: 1.5154 87/1684 [>.............................] - ETA: 4:11 - loss: 1862.4416 - logits_profile_predictions_loss: 1800.6238 - logcount_predictions_loss: 1.5151 88/1684 [>.............................] - ETA: 4:11 - loss: 1862.6041 - logits_profile_predictions_loss: 1800.7971 - logcount_predictions_loss: 1.5149 89/1684 [>.............................] - ETA: 4:11 - loss: 1862.7233 - logits_profile_predictions_loss: 1800.9280 - logcount_predictions_loss: 1.5146 90/1684 [>.............................] - ETA: 4:10 - loss: 1862.8445 - logits_profile_predictions_loss: 1801.0609 - logcount_predictions_loss: 1.5143 91/1684 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logits_profile_predictions_loss: 1801.4591 - logcount_predictions_loss: 1.5126 98/1684 [>.............................] - ETA: 4:09 - loss: 1863.1492 - logits_profile_predictions_loss: 1801.4424 - logcount_predictions_loss: 1.5124 99/1684 [>.............................] - ETA: 4:09 - loss: 1863.1435 - logits_profile_predictions_loss: 1801.4432 - logcount_predictions_loss: 1.5123 100/1684 [>.............................] - ETA: 4:09 - loss: 1863.1378 - logits_profile_predictions_loss: 1801.4418 - logcount_predictions_loss: 1.5122 101/1684 [>.............................] - ETA: 4:09 - loss: 1863.1133 - logits_profile_predictions_loss: 1801.4217 - logcount_predictions_loss: 1.5121 102/1684 [>.............................] - ETA: 4:09 - loss: 1863.0872 - logits_profile_predictions_loss: 1801.3992 - logcount_predictions_loss: 1.5120 103/1684 [>.............................] - ETA: 4:08 - loss: 1863.0180 - logits_profile_predictions_loss: 1801.3346 - logcount_predictions_loss: 1.5119 104/1684 [>.............................] - ETA: 4:08 - loss: 1862.9316 - logits_profile_predictions_loss: 1801.2543 - logcount_predictions_loss: 1.5117 105/1684 [>.............................] - ETA: 4:08 - loss: 1862.8110 - logits_profile_predictions_loss: 1801.1405 - logcount_predictions_loss: 1.5115 106/1684 [>.............................] - ETA: 4:08 - loss: 1862.7284 - logits_profile_predictions_loss: 1801.0625 - logcount_predictions_loss: 1.5114 107/1684 [>.............................] - ETA: 4:08 - loss: 1862.6500 - logits_profile_predictions_loss: 1800.9879 - logcount_predictions_loss: 1.5113 108/1684 [>.............................] - ETA: 4:08 - loss: 1862.6009 - logits_profile_predictions_loss: 1800.9420 - logcount_predictions_loss: 1.5113 109/1684 [>.............................] - ETA: 4:07 - loss: 1862.5564 - logits_profile_predictions_loss: 1800.8993 - logcount_predictions_loss: 1.5112 110/1684 [>.............................] - ETA: 4:07 - loss: 1862.5738 - logits_profile_predictions_loss: 1800.9171 - logcount_predictions_loss: 1.5112 111/1684 [>.............................] - ETA: 4:07 - loss: 1862.6226 - logits_profile_predictions_loss: 1800.9660 - logcount_predictions_loss: 1.5112 112/1684 [>.............................] - ETA: 4:07 - loss: 1862.6670 - logits_profile_predictions_loss: 1801.0102 - logcount_predictions_loss: 1.5112 113/1684 [=>............................] - ETA: 4:07 - loss: 1862.7205 - logits_profile_predictions_loss: 1801.0629 - logcount_predictions_loss: 1.5112 114/1684 [=>............................] - ETA: 4:07 - loss: 1862.8180 - logits_profile_predictions_loss: 1801.1590 - logcount_predictions_loss: 1.5113 115/1684 [=>............................] - ETA: 4:06 - loss: 1862.9237 - logits_profile_predictions_loss: 1801.2627 - logcount_predictions_loss: 1.5113 116/1684 [=>............................] - ETA: 4:06 - loss: 1863.0090 - logits_profile_predictions_loss: 1801.3465 - logcount_predictions_loss: 1.5113 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logits_profile_predictions_loss: 1801.4778 - logcount_predictions_loss: 1.5114 124/1684 [=>............................] - ETA: 4:05 - loss: 1863.1027 - logits_profile_predictions_loss: 1801.4372 - logcount_predictions_loss: 1.5114 125/1684 [=>............................] - ETA: 4:05 - loss: 1863.0785 - logits_profile_predictions_loss: 1801.4137 - logcount_predictions_loss: 1.5114 126/1684 [=>............................] - ETA: 4:05 - loss: 1863.0621 - logits_profile_predictions_loss: 1801.3985 - logcount_predictions_loss: 1.5114 127/1684 [=>............................] - ETA: 4:05 - loss: 1863.0633 - logits_profile_predictions_loss: 1801.4007 - logcount_predictions_loss: 1.5113 128/1684 [=>............................] - ETA: 4:04 - loss: 1863.0610 - logits_profile_predictions_loss: 1801.3997 - logcount_predictions_loss: 1.5113 129/1684 [=>............................] - ETA: 4:04 - loss: 1863.0704 - logits_profile_predictions_loss: 1801.4099 - logcount_predictions_loss: 1.5113 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logits_profile_predictions_loss: 1801.2424 - logcount_predictions_loss: 1.5111 137/1684 [=>............................] - ETA: 4:03 - loss: 1862.8260 - logits_profile_predictions_loss: 1801.1737 - logcount_predictions_loss: 1.5111 138/1684 [=>............................] - ETA: 4:03 - loss: 1862.7914 - logits_profile_predictions_loss: 1801.1397 - logcount_predictions_loss: 1.5111 139/1684 [=>............................] - ETA: 4:03 - loss: 1862.7939 - logits_profile_predictions_loss: 1801.1421 - logcount_predictions_loss: 1.5111 140/1684 [=>............................] - ETA: 4:03 - loss: 1862.8017 - logits_profile_predictions_loss: 1801.1500 - logcount_predictions_loss: 1.5111 141/1684 [=>............................] - ETA: 4:02 - loss: 1862.8180 - logits_profile_predictions_loss: 1801.1660 - logcount_predictions_loss: 1.5111 142/1684 [=>............................] - ETA: 4:02 - loss: 1862.8121 - logits_profile_predictions_loss: 1801.1607 - logcount_predictions_loss: 1.5111 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logits_profile_predictions_loss: 1800.7494 - logcount_predictions_loss: 1.5106 150/1684 [=>............................] - ETA: 4:01 - loss: 1862.3061 - logits_profile_predictions_loss: 1800.6780 - logcount_predictions_loss: 1.5105 151/1684 [=>............................] - ETA: 4:01 - loss: 1862.2007 - logits_profile_predictions_loss: 1800.5771 - logcount_predictions_loss: 1.5104 152/1684 [=>............................] - ETA: 4:01 - loss: 1862.0902 - logits_profile_predictions_loss: 1800.4709 - logcount_predictions_loss: 1.5103 153/1684 [=>............................] - ETA: 4:01 - loss: 1861.9831 - logits_profile_predictions_loss: 1800.3680 - logcount_predictions_loss: 1.5102 154/1684 [=>............................] - ETA: 4:00 - loss: 1861.8617 - logits_profile_predictions_loss: 1800.2511 - logcount_predictions_loss: 1.5101 155/1684 [=>............................] - ETA: 4:00 - loss: 1861.7440 - logits_profile_predictions_loss: 1800.1383 - logcount_predictions_loss: 1.5099 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logits_profile_predictions_loss: 1792.3903 - logcount_predictions_loss: 1.5005 215/1684 [==>...........................] - ETA: 3:51 - loss: 1853.5948 - logits_profile_predictions_loss: 1792.3779 - logcount_predictions_loss: 1.5004 216/1684 [==>...........................] - ETA: 3:51 - loss: 1853.5698 - logits_profile_predictions_loss: 1792.3587 - logcount_predictions_loss: 1.5003 217/1684 [==>...........................] - ETA: 3:51 - loss: 1853.5461 - logits_profile_predictions_loss: 1792.3408 - logcount_predictions_loss: 1.5001 218/1684 [==>...........................] - ETA: 3:50 - loss: 1853.5271 - logits_profile_predictions_loss: 1792.3274 - logcount_predictions_loss: 1.5000 219/1684 [==>...........................] - ETA: 3:50 - loss: 1853.5070 - logits_profile_predictions_loss: 1792.3131 - logcount_predictions_loss: 1.4998 220/1684 [==>...........................] - ETA: 3:50 - loss: 1853.4782 - logits_profile_predictions_loss: 1792.2902 - logcount_predictions_loss: 1.4997 221/1684 [==>...........................] - ETA: 3:50 - loss: 1853.4522 - logits_profile_predictions_loss: 1792.2702 - logcount_predictions_loss: 1.4996 222/1684 [==>...........................] - ETA: 3:50 - loss: 1853.4352 - logits_profile_predictions_loss: 1792.2592 - logcount_predictions_loss: 1.4994 223/1684 [==>...........................] - ETA: 3:50 - loss: 1853.4203 - logits_profile_predictions_loss: 1792.2499 - logcount_predictions_loss: 1.4993 224/1684 [==>...........................] - ETA: 3:50 - loss: 1853.4094 - logits_profile_predictions_loss: 1792.2442 - logcount_predictions_loss: 1.4991 225/1684 [===>..........................] - ETA: 3:49 - loss: 1853.3951 - logits_profile_predictions_loss: 1792.2351 - logcount_predictions_loss: 1.4990 226/1684 [===>..........................] - ETA: 3:49 - loss: 1853.3692 - logits_profile_predictions_loss: 1792.2148 - logcount_predictions_loss: 1.4989 227/1684 [===>..........................] - ETA: 3:49 - loss: 1853.3580 - logits_profile_predictions_loss: 1792.2090 - logcount_predictions_loss: 1.4987 228/1684 [===>..........................] - ETA: 3:49 - loss: 1853.3609 - logits_profile_predictions_loss: 1792.2171 - logcount_predictions_loss: 1.4986 229/1684 [===>..........................] - ETA: 3:49 - loss: 1853.3649 - logits_profile_predictions_loss: 1792.2262 - logcount_predictions_loss: 1.4985 230/1684 [===>..........................] - ETA: 3:49 - loss: 1853.3709 - logits_profile_predictions_loss: 1792.2373 - logcount_predictions_loss: 1.4984 231/1684 [===>..........................] - ETA: 3:48 - loss: 1853.3685 - logits_profile_predictions_loss: 1792.2400 - logcount_predictions_loss: 1.4982 232/1684 [===>..........................] - ETA: 3:48 - loss: 1853.3633 - logits_profile_predictions_loss: 1792.2399 - logcount_predictions_loss: 1.4981 233/1684 [===>..........................] - ETA: 3:48 - loss: 1853.3652 - logits_profile_predictions_loss: 1792.2466 - logcount_predictions_loss: 1.4980 234/1684 [===>..........................] - ETA: 3:48 - loss: 1853.3679 - logits_profile_predictions_loss: 1792.2544 - logcount_predictions_loss: 1.4979 235/1684 [===>..........................] - ETA: 3:48 - loss: 1853.3730 - logits_profile_predictions_loss: 1792.2643 - logcount_predictions_loss: 1.4978 236/1684 [===>..........................] - ETA: 3:48 - loss: 1853.3725 - logits_profile_predictions_loss: 1792.2686 - logcount_predictions_loss: 1.4976 237/1684 [===>..........................] - ETA: 3:48 - loss: 1853.3694 - logits_profile_predictions_loss: 1792.2702 - logcount_predictions_loss: 1.4975 238/1684 [===>..........................] - ETA: 3:47 - loss: 1853.3830 - logits_profile_predictions_loss: 1792.2881 - logcount_predictions_loss: 1.4974 239/1684 [===>..........................] - ETA: 3:47 - loss: 1853.3932 - logits_profile_predictions_loss: 1792.3025 - logcount_predictions_loss: 1.4973 240/1684 [===>..........................] - ETA: 3:47 - loss: 1853.4034 - logits_profile_predictions_loss: 1792.3167 - logcount_predictions_loss: 1.4972 241/1684 [===>..........................] - ETA: 3:47 - loss: 1853.4031 - logits_profile_predictions_loss: 1792.3205 - logcount_predictions_loss: 1.4971 242/1684 [===>..........................] - ETA: 3:47 - loss: 1853.4101 - logits_profile_predictions_loss: 1792.3311 - logcount_predictions_loss: 1.4970 243/1684 [===>..........................] - ETA: 3:47 - loss: 1853.4084 - logits_profile_predictions_loss: 1792.3331 - logcount_predictions_loss: 1.4969 244/1684 [===>..........................] - ETA: 3:46 - loss: 1853.4016 - logits_profile_predictions_loss: 1792.3301 - logcount_predictions_loss: 1.4968 245/1684 [===>..........................] - ETA: 3:46 - loss: 1853.3907 - logits_profile_predictions_loss: 1792.3229 - logcount_predictions_loss: 1.4968 246/1684 [===>..........................] - ETA: 3:46 - loss: 1853.3711 - logits_profile_predictions_loss: 1792.3071 - logcount_predictions_loss: 1.4967 247/1684 [===>..........................] - ETA: 3:46 - loss: 1853.3576 - logits_profile_predictions_loss: 1792.2973 - logcount_predictions_loss: 1.4966 248/1684 [===>..........................] - ETA: 3:46 - loss: 1853.3457 - logits_profile_predictions_loss: 1792.2891 - logcount_predictions_loss: 1.4965 249/1684 [===>..........................] - ETA: 3:46 - loss: 1853.3238 - logits_profile_predictions_loss: 1792.2711 - logcount_predictions_loss: 1.4964 250/1684 [===>..........................] - ETA: 3:46 - loss: 1853.2993 - logits_profile_predictions_loss: 1792.2504 - logcount_predictions_loss: 1.4963 251/1684 [===>..........................] - ETA: 3:45 - loss: 1853.2718 - logits_profile_predictions_loss: 1792.2266 - logcount_predictions_loss: 1.4962 252/1684 [===>..........................] - ETA: 3:45 - loss: 1853.2448 - logits_profile_predictions_loss: 1792.2031 - logcount_predictions_loss: 1.4961 253/1684 [===>..........................] - ETA: 3:45 - loss: 1853.2137 - logits_profile_predictions_loss: 1792.1755 - logcount_predictions_loss: 1.4960 254/1684 [===>..........................] - ETA: 3:45 - loss: 1853.1824 - logits_profile_predictions_loss: 1792.1478 - logcount_predictions_loss: 1.4959 255/1684 [===>..........................] - ETA: 3:45 - loss: 1853.1586 - logits_profile_predictions_loss: 1792.1271 - logcount_predictions_loss: 1.4959 256/1684 [===>..........................] - ETA: 3:45 - loss: 1853.1420 - logits_profile_predictions_loss: 1792.1131 - logcount_predictions_loss: 1.4958 257/1684 [===>..........................] - ETA: 3:44 - loss: 1853.1214 - logits_profile_predictions_loss: 1792.0956 - logcount_predictions_loss: 1.4957 258/1684 [===>..........................] - ETA: 3:44 - loss: 1853.1003 - logits_profile_predictions_loss: 1792.0775 - logcount_predictions_loss: 1.4956 259/1684 [===>..........................] - ETA: 3:44 - loss: 1853.0922 - logits_profile_predictions_loss: 1792.0721 - logcount_predictions_loss: 1.4956 260/1684 [===>..........................] - ETA: 3:44 - loss: 1853.0894 - logits_profile_predictions_loss: 1792.0720 - logcount_predictions_loss: 1.4955 261/1684 [===>..........................] - ETA: 3:44 - loss: 1853.0878 - logits_profile_predictions_loss: 1792.0729 - logcount_predictions_loss: 1.4955 262/1684 [===>..........................] - ETA: 3:44 - loss: 1853.1037 - logits_profile_predictions_loss: 1792.0912 - logcount_predictions_loss: 1.4954 263/1684 [===>..........................] - ETA: 3:43 - loss: 1853.1215 - logits_profile_predictions_loss: 1792.1117 - logcount_predictions_loss: 1.4953 264/1684 [===>..........................] - ETA: 3:43 - loss: 1853.1347 - logits_profile_predictions_loss: 1792.1273 - logcount_predictions_loss: 1.4953 265/1684 [===>..........................] - ETA: 3:43 - loss: 1853.1547 - logits_profile_predictions_loss: 1792.1499 - logcount_predictions_loss: 1.4952 266/1684 [===>..........................] - ETA: 3:43 - loss: 1853.1844 - logits_profile_predictions_loss: 1792.1821 - logcount_predictions_loss: 1.4951 267/1684 [===>..........................] - ETA: 3:43 - loss: 1853.2060 - logits_profile_predictions_loss: 1792.2060 - logcount_predictions_loss: 1.4951 268/1684 [===>..........................] - ETA: 3:43 - loss: 1853.2238 - logits_profile_predictions_loss: 1792.2263 - logcount_predictions_loss: 1.4950 269/1684 [===>..........................] - ETA: 3:43 - loss: 1853.2467 - logits_profile_predictions_loss: 1792.2514 - logcount_predictions_loss: 1.4950 270/1684 [===>..........................] - ETA: 3:42 - loss: 1853.2690 - logits_profile_predictions_loss: 1792.2759 - logcount_predictions_loss: 1.4949 271/1684 [===>..........................] - ETA: 3:42 - loss: 1853.2965 - logits_profile_predictions_loss: 1792.3053 - logcount_predictions_loss: 1.4949 272/1684 [===>..........................] - ETA: 3:42 - loss: 1853.3219 - logits_profile_predictions_loss: 1792.3328 - logcount_predictions_loss: 1.4948 273/1684 [===>..........................] - ETA: 3:42 - loss: 1853.3543 - logits_profile_predictions_loss: 1792.3672 - logcount_predictions_loss: 1.4948 274/1684 [===>..........................] - ETA: 3:42 - loss: 1853.3823 - logits_profile_predictions_loss: 1792.3973 - logcount_predictions_loss: 1.4947 275/1684 [===>..........................] - ETA: 3:42 - loss: 1853.4156 - logits_profile_predictions_loss: 1792.4327 - logcount_predictions_loss: 1.4947 276/1684 [===>..........................] - ETA: 3:41 - loss: 1853.4519 - logits_profile_predictions_loss: 1792.4709 - logcount_predictions_loss: 1.4946 277/1684 [===>..........................] - ETA: 3:41 - loss: 1853.4843 - logits_profile_predictions_loss: 1792.5053 - logcount_predictions_loss: 1.4946 278/1684 [===>..........................] - ETA: 3:41 - loss: 1853.5194 - logits_profile_predictions_loss: 1792.5424 - logcount_predictions_loss: 1.4945 279/1684 [===>..........................] - ETA: 3:41 - loss: 1853.5598 - logits_profile_predictions_loss: 1792.5846 - logcount_predictions_loss: 1.4945 280/1684 [===>..........................] - ETA: 3:41 - loss: 1853.5984 - logits_profile_predictions_loss: 1792.6252 - logcount_predictions_loss: 1.4944 281/1684 [====>.........................] - ETA: 3:41 - loss: 1853.6528 - logits_profile_predictions_loss: 1792.6816 - logcount_predictions_loss: 1.4944 282/1684 [====>.........................] - ETA: 3:41 - loss: 1853.7028 - logits_profile_predictions_loss: 1792.7336 - logcount_predictions_loss: 1.4943 283/1684 [====>.........................] - ETA: 3:40 - loss: 1853.7536 - logits_profile_predictions_loss: 1792.7864 - logcount_predictions_loss: 1.4943 284/1684 [====>.........................] - ETA: 3:40 - loss: 1853.8113 - logits_profile_predictions_loss: 1792.8460 - logcount_predictions_loss: 1.4942 285/1684 [====>.........................] - ETA: 3:40 - loss: 1853.8728 - logits_profile_predictions_loss: 1792.9096 - logcount_predictions_loss: 1.4942 286/1684 [====>.........................] - ETA: 3:40 - loss: 1853.9329 - logits_profile_predictions_loss: 1792.9718 - logcount_predictions_loss: 1.4941 287/1684 [====>.........................] - ETA: 3:40 - loss: 1853.9893 - logits_profile_predictions_loss: 1793.0304 - logcount_predictions_loss: 1.4941 288/1684 [====>.........................] - ETA: 3:40 - loss: 1854.0388 - logits_profile_predictions_loss: 1793.0823 - logcount_predictions_loss: 1.4940 289/1684 [====>.........................] - ETA: 3:39 - loss: 1854.0892 - logits_profile_predictions_loss: 1793.1349 - logcount_predictions_loss: 1.4940 290/1684 [====>.........................] - ETA: 3:39 - loss: 1854.1412 - logits_profile_predictions_loss: 1793.1889 - logcount_predictions_loss: 1.4939 291/1684 [====>.........................] - ETA: 3:39 - loss: 1854.1936 - logits_profile_predictions_loss: 1793.2434 - logcount_predictions_loss: 1.4939 292/1684 [====>.........................] - ETA: 3:39 - loss: 1854.2536 - logits_profile_predictions_loss: 1793.3053 - logcount_predictions_loss: 1.4938 293/1684 [====>.........................] - ETA: 3:39 - loss: 1854.3154 - logits_profile_predictions_loss: 1793.3692 - logcount_predictions_loss: 1.4938 294/1684 [====>.........................] - ETA: 3:39 - loss: 1854.3832 - logits_profile_predictions_loss: 1793.4390 - logcount_predictions_loss: 1.4937 295/1684 [====>.........................] - ETA: 3:39 - loss: 1854.4452 - logits_profile_predictions_loss: 1793.5032 - logcount_predictions_loss: 1.4937 296/1684 [====>.........................] - ETA: 3:38 - loss: 1854.5035 - logits_profile_predictions_loss: 1793.5639 - logcount_predictions_loss: 1.4936 297/1684 [====>.........................] - ETA: 3:38 - loss: 1854.5670 - logits_profile_predictions_loss: 1793.6297 - logcount_predictions_loss: 1.4935 298/1684 [====>.........................] - ETA: 3:38 - loss: 1854.6293 - logits_profile_predictions_loss: 1793.6944 - logcount_predictions_loss: 1.4935 299/1684 [====>.........................] - ETA: 3:38 - loss: 1854.6914 - logits_profile_predictions_loss: 1793.7587 - logcount_predictions_loss: 1.4934 300/1684 [====>.........................] - ETA: 3:38 - loss: 1854.7552 - logits_profile_predictions_loss: 1793.8248 - logcount_predictions_loss: 1.4934 301/1684 [====>.........................] - ETA: 3:38 - loss: 1854.8251 - logits_profile_predictions_loss: 1793.8970 - logcount_predictions_loss: 1.4933 302/1684 [====>.........................] - ETA: 3:37 - loss: 1854.8950 - logits_profile_predictions_loss: 1793.9691 - logcount_predictions_loss: 1.4933 303/1684 [====>.........................] - ETA: 3:37 - loss: 1854.9663 - logits_profile_predictions_loss: 1794.0424 - logcount_predictions_loss: 1.4932 304/1684 [====>.........................] - ETA: 3:37 - loss: 1855.0331 - logits_profile_predictions_loss: 1794.1115 - logcount_predictions_loss: 1.4932 305/1684 [====>.........................] - ETA: 3:37 - loss: 1855.1003 - logits_profile_predictions_loss: 1794.1813 - logcount_predictions_loss: 1.4931 306/1684 [====>.........................] - ETA: 3:37 - loss: 1855.1656 - logits_profile_predictions_loss: 1794.2489 - logcount_predictions_loss: 1.4930 307/1684 [====>.........................] - ETA: 3:37 - loss: 1855.2334 - logits_profile_predictions_loss: 1794.3192 - logcount_predictions_loss: 1.4930 308/1684 [====>.........................] - ETA: 3:36 - loss: 1855.2979 - logits_profile_predictions_loss: 1794.3863 - logcount_predictions_loss: 1.4929 309/1684 [====>.........................] - ETA: 3:36 - loss: 1855.3608 - logits_profile_predictions_loss: 1794.4519 - logcount_predictions_loss: 1.4929 310/1684 [====>.........................] - ETA: 3:36 - loss: 1855.4288 - logits_profile_predictions_loss: 1794.5223 - logcount_predictions_loss: 1.4928 311/1684 [====>.........................] - ETA: 3:36 - loss: 1855.4962 - logits_profile_predictions_loss: 1794.5920 - logcount_predictions_loss: 1.4927 312/1684 [====>.........................] - ETA: 3:36 - loss: 1855.5629 - logits_profile_predictions_loss: 1794.6610 - logcount_predictions_loss: 1.4927 313/1684 [====>.........................] - ETA: 3:36 - loss: 1855.6292 - logits_profile_predictions_loss: 1794.7297 - logcount_predictions_loss: 1.4926 314/1684 [====>.........................] - ETA: 3:36 - loss: 1855.6948 - logits_profile_predictions_loss: 1794.7974 - logcount_predictions_loss: 1.4926 315/1684 [====>.........................] - ETA: 3:35 - loss: 1855.7588 - logits_profile_predictions_loss: 1794.8637 - logcount_predictions_loss: 1.4925 316/1684 [====>.........................] - ETA: 3:35 - loss: 1855.8220 - logits_profile_predictions_loss: 1794.9290 - logcount_predictions_loss: 1.4925 317/1684 [====>.........................] - ETA: 3:35 - loss: 1855.8892 - logits_profile_predictions_loss: 1794.9985 - logcount_predictions_loss: 1.4924 318/1684 [====>.........................] - ETA: 3:35 - loss: 1855.9570 - logits_profile_predictions_loss: 1795.0684 - logcount_predictions_loss: 1.4924 319/1684 [====>.........................] - ETA: 3:35 - loss: 1856.0233 - logits_profile_predictions_loss: 1795.1367 - logcount_predictions_loss: 1.4923 320/1684 [====>.........................] - ETA: 3:35 - loss: 1856.0866 - logits_profile_predictions_loss: 1795.2019 - logcount_predictions_loss: 1.4923 321/1684 [====>.........................] - ETA: 3:34 - loss: 1856.1447 - logits_profile_predictions_loss: 1795.2620 - logcount_predictions_loss: 1.4922 322/1684 [====>.........................] - ETA: 3:34 - loss: 1856.2027 - logits_profile_predictions_loss: 1795.3218 - logcount_predictions_loss: 1.4922 323/1684 [====>.........................] - ETA: 3:34 - loss: 1856.2610 - logits_profile_predictions_loss: 1795.3820 - logcount_predictions_loss: 1.4921 325/1684 [====>.........................] - ETA: 3:33 - loss: 1856.3762 - logits_profile_predictions_loss: 1795.5010 - logcount_predictions_loss: 1.4920 326/1684 [====>.........................] - ETA: 3:33 - loss: 1856.4374 - logits_profile_predictions_loss: 1795.5640 - logcount_predictions_loss: 1.4920 327/1684 [====>.........................] - ETA: 3:33 - loss: 1856.5024 - logits_profile_predictions_loss: 1795.6306 - logcount_predictions_loss: 1.4919 328/1684 [====>.........................] - ETA: 3:33 - loss: 1856.5642 - logits_profile_predictions_loss: 1795.6941 - logcount_predictions_loss: 1.4919 329/1684 [====>.........................] - ETA: 3:33 - loss: 1856.6357 - logits_profile_predictions_loss: 1795.7669 - logcount_predictions_loss: 1.4919 330/1684 [====>.........................] - ETA: 3:33 - loss: 1856.7039 - logits_profile_predictions_loss: 1795.8366 - logcount_predictions_loss: 1.4918 331/1684 [====>.........................] - ETA: 3:32 - loss: 1856.7732 - logits_profile_predictions_loss: 1795.9075 - logcount_predictions_loss: 1.4918 332/1684 [====>.........................] - ETA: 3:32 - loss: 1856.8395 - logits_profile_predictions_loss: 1795.9752 - logcount_predictions_loss: 1.4918 333/1684 [====>.........................] - ETA: 3:32 - loss: 1856.9040 - logits_profile_predictions_loss: 1796.0414 - logcount_predictions_loss: 1.4917 334/1684 [====>.........................] - ETA: 3:32 - loss: 1856.9654 - logits_profile_predictions_loss: 1796.1043 - logcount_predictions_loss: 1.4917 335/1684 [====>.........................] - ETA: 3:32 - loss: 1857.0323 - logits_profile_predictions_loss: 1796.1728 - logcount_predictions_loss: 1.4916 336/1684 [====>.........................] - ETA: 3:32 - loss: 1857.1055 - logits_profile_predictions_loss: 1796.2473 - logcount_predictions_loss: 1.4916 337/1684 [=====>........................] - ETA: 3:31 - loss: 1857.1761 - logits_profile_predictions_loss: 1796.3194 - logcount_predictions_loss: 1.4916 338/1684 [=====>........................] - ETA: 3:31 - loss: 1857.2429 - logits_profile_predictions_loss: 1796.3876 - logcount_predictions_loss: 1.4915 339/1684 [=====>........................] - ETA: 3:31 - loss: 1857.3088 - logits_profile_predictions_loss: 1796.4550 - logcount_predictions_loss: 1.4915 340/1684 [=====>........................] - ETA: 3:31 - loss: 1857.3805 - logits_profile_predictions_loss: 1796.5282 - logcount_predictions_loss: 1.4915 341/1684 [=====>........................] - ETA: 3:31 - loss: 1857.4540 - logits_profile_predictions_loss: 1796.6029 - logcount_predictions_loss: 1.4914 342/1684 [=====>........................] - ETA: 3:31 - loss: 1857.5284 - logits_profile_predictions_loss: 1796.6786 - logcount_predictions_loss: 1.4914 343/1684 [=====>........................] - ETA: 3:31 - loss: 1857.6000 - logits_profile_predictions_loss: 1796.7516 - logcount_predictions_loss: 1.4914 344/1684 [=====>........................] - ETA: 3:30 - loss: 1857.6711 - logits_profile_predictions_loss: 1796.8240 - logcount_predictions_loss: 1.4913 345/1684 [=====>........................] - ETA: 3:30 - loss: 1857.7392 - 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logits_profile_predictions_loss: 1657.2113 - logcount_predictions_loss: 1.1930 333/1684 [====>.........................] - ETA: 3:32 - loss: 1705.8172 - logits_profile_predictions_loss: 1657.1416 - logcount_predictions_loss: 1.1930 334/1684 [====>.........................] - ETA: 3:32 - loss: 1705.7448 - logits_profile_predictions_loss: 1657.0690 - logcount_predictions_loss: 1.1930 335/1684 [====>.........................] - ETA: 3:32 - loss: 1705.6719 - logits_profile_predictions_loss: 1656.9957 - logcount_predictions_loss: 1.1931 336/1684 [====>.........................] - ETA: 3:31 - loss: 1705.5982 - logits_profile_predictions_loss: 1656.9218 - logcount_predictions_loss: 1.1931 337/1684 [=====>........................] - ETA: 3:31 - loss: 1705.5228 - logits_profile_predictions_loss: 1656.8461 - logcount_predictions_loss: 1.1931 338/1684 [=====>........................] - ETA: 3:31 - loss: 1705.4523 - logits_profile_predictions_loss: 1656.7754 - logcount_predictions_loss: 1.1931 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logcount_predictions_loss: 1.2029 58/1684 [>.............................] - ETA: 4:15 - loss: 1706.4492 - logits_profile_predictions_loss: 1657.4183 - logcount_predictions_loss: 1.2017 59/1684 [>.............................] - ETA: 4:15 - loss: 1704.9083 - logits_profile_predictions_loss: 1655.9209 - logcount_predictions_loss: 1.2007 60/1684 [>.............................] - ETA: 4:15 - loss: 1703.3475 - logits_profile_predictions_loss: 1654.4013 - logcount_predictions_loss: 1.1997 61/1684 [>.............................] - ETA: 4:14 - loss: 1701.8445 - logits_profile_predictions_loss: 1652.9347 - logcount_predictions_loss: 1.1988 62/1684 [>.............................] - ETA: 4:14 - loss: 1700.3656 - logits_profile_predictions_loss: 1651.4939 - logcount_predictions_loss: 1.1978 63/1684 [>.............................] - ETA: 4:14 - loss: 1698.8523 - logits_profile_predictions_loss: 1650.0177 - logcount_predictions_loss: 1.1969 64/1684 [>.............................] - ETA: 4:14 - loss: 1697.3150 - logits_profile_predictions_loss: 1648.5118 - logcount_predictions_loss: 1.1962 65/1684 [>.............................] - ETA: 4:14 - loss: 1696.0059 - logits_profile_predictions_loss: 1647.2325 - logcount_predictions_loss: 1.1954 66/1684 [>.............................] - ETA: 4:14 - loss: 1694.6944 - logits_profile_predictions_loss: 1645.9521 - logcount_predictions_loss: 1.1947 67/1684 [>.............................] - ETA: 4:14 - loss: 1693.4405 - logits_profile_predictions_loss: 1644.7273 - logcount_predictions_loss: 1.1940 68/1684 [>.............................] - ETA: 4:13 - loss: 1692.1879 - logits_profile_predictions_loss: 1643.5031 - logcount_predictions_loss: 1.1933 69/1684 [>.............................] - ETA: 4:13 - loss: 1690.9675 - logits_profile_predictions_loss: 1642.3123 - logcount_predictions_loss: 1.1925 70/1684 [>.............................] - ETA: 4:13 - loss: 1689.7736 - logits_profile_predictions_loss: 1641.1465 - logcount_predictions_loss: 1.1918 71/1684 [>.............................] - ETA: 4:13 - loss: 1688.6122 - logits_profile_predictions_loss: 1640.0124 - logcount_predictions_loss: 1.1912 72/1684 [>.............................] - ETA: 4:13 - loss: 1687.5173 - logits_profile_predictions_loss: 1638.9428 - logcount_predictions_loss: 1.1906 73/1684 [>.............................] - ETA: 4:13 - loss: 1686.5506 - logits_profile_predictions_loss: 1638.0009 - logcount_predictions_loss: 1.1899 74/1684 [>.............................] - ETA: 4:12 - loss: 1685.5772 - logits_profile_predictions_loss: 1637.0532 - logcount_predictions_loss: 1.1893 75/1684 [>.............................] - ETA: 4:12 - loss: 1684.6239 - logits_profile_predictions_loss: 1636.1242 - logcount_predictions_loss: 1.1887 76/1684 [>.............................] - ETA: 4:12 - loss: 1683.6870 - logits_profile_predictions_loss: 1635.2128 - logcount_predictions_loss: 1.1881 77/1684 [>.............................] - ETA: 4:12 - loss: 1682.7470 - logits_profile_predictions_loss: 1634.2943 - logcount_predictions_loss: 1.1876 78/1684 [>.............................] - ETA: 4:12 - loss: 1681.8980 - logits_profile_predictions_loss: 1633.4665 - logcount_predictions_loss: 1.1870 79/1684 [>.............................] - ETA: 4:12 - loss: 1681.0272 - logits_profile_predictions_loss: 1632.6143 - logcount_predictions_loss: 1.1866 80/1684 [>.............................] - ETA: 4:11 - loss: 1680.1638 - logits_profile_predictions_loss: 1631.7689 - logcount_predictions_loss: 1.1862 81/1684 [>.............................] - ETA: 4:11 - loss: 1679.2701 - logits_profile_predictions_loss: 1630.8917 - logcount_predictions_loss: 1.1857 82/1684 [>.............................] - ETA: 4:11 - loss: 1678.4746 - logits_profile_predictions_loss: 1630.1127 - logcount_predictions_loss: 1.1853 83/1684 [>.............................] - ETA: 4:11 - loss: 1677.6904 - logits_profile_predictions_loss: 1629.3462 - logcount_predictions_loss: 1.1849 84/1684 [>.............................] - ETA: 4:11 - loss: 1676.9744 - logits_profile_predictions_loss: 1628.6449 - logcount_predictions_loss: 1.1845 85/1684 [>.............................] - ETA: 4:11 - loss: 1676.2775 - logits_profile_predictions_loss: 1627.9621 - logcount_predictions_loss: 1.1842 86/1684 [>.............................] - ETA: 4:11 - loss: 1675.5906 - logits_profile_predictions_loss: 1627.2890 - logcount_predictions_loss: 1.1839 87/1684 [>.............................] - ETA: 4:10 - loss: 1674.9346 - logits_profile_predictions_loss: 1626.6461 - logcount_predictions_loss: 1.1835 88/1684 [>.............................] - ETA: 4:10 - loss: 1674.2752 - logits_profile_predictions_loss: 1625.9996 - logcount_predictions_loss: 1.1832 89/1684 [>.............................] - ETA: 4:10 - loss: 1673.6167 - logits_profile_predictions_loss: 1625.3541 - logcount_predictions_loss: 1.1829 90/1684 [>.............................] - ETA: 4:10 - 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211/1684 [==>...........................] - ETA: 3:51 - loss: 1585.6616 - logits_profile_predictions_loss: 1542.3246 - logcount_predictions_loss: 1.0622 212/1684 [==>...........................] - ETA: 3:51 - loss: 1585.7172 - logits_profile_predictions_loss: 1542.3754 - logcount_predictions_loss: 1.0623 213/1684 [==>...........................] - ETA: 3:50 - loss: 1585.7707 - logits_profile_predictions_loss: 1542.4242 - logcount_predictions_loss: 1.0624 214/1684 [==>...........................] - ETA: 3:50 - loss: 1585.8210 - logits_profile_predictions_loss: 1542.4696 - logcount_predictions_loss: 1.0625 215/1684 [==>...........................] - ETA: 3:50 - loss: 1585.8658 - logits_profile_predictions_loss: 1542.5087 - logcount_predictions_loss: 1.0627 216/1684 [==>...........................] - ETA: 3:50 - loss: 1585.9104 - logits_profile_predictions_loss: 1542.5475 - logcount_predictions_loss: 1.0628 217/1684 [==>...........................] - ETA: 3:50 - loss: 1585.9546 - logits_profile_predictions_loss: 1542.5860 - logcount_predictions_loss: 1.0630 218/1684 [==>...........................] - ETA: 3:50 - loss: 1586.0012 - logits_profile_predictions_loss: 1542.6268 - logcount_predictions_loss: 1.0631 219/1684 [==>...........................] - ETA: 3:50 - loss: 1586.0492 - logits_profile_predictions_loss: 1542.6691 - logcount_predictions_loss: 1.0632 220/1684 [==>...........................] - ETA: 3:49 - loss: 1586.0929 - logits_profile_predictions_loss: 1542.7070 - logcount_predictions_loss: 1.0634 221/1684 [==>...........................] - ETA: 3:49 - loss: 1586.1301 - logits_profile_predictions_loss: 1542.7385 - logcount_predictions_loss: 1.0635 222/1684 [==>...........................] - ETA: 3:49 - loss: 1586.1651 - logits_profile_predictions_loss: 1542.7675 - logcount_predictions_loss: 1.0637 223/1684 [==>...........................] - ETA: 3:49 - loss: 1586.1910 - logits_profile_predictions_loss: 1542.7876 - logcount_predictions_loss: 1.0638 224/1684 [==>...........................] - ETA: 3:49 - loss: 1586.2196 - logits_profile_predictions_loss: 1542.8105 - logcount_predictions_loss: 1.0640 225/1684 [===>..........................] - ETA: 3:49 - loss: 1586.2512 - logits_profile_predictions_loss: 1542.8362 - logcount_predictions_loss: 1.0641 226/1684 [===>..........................] - ETA: 3:48 - loss: 1586.2861 - logits_profile_predictions_loss: 1542.8652 - logcount_predictions_loss: 1.0642 227/1684 [===>..........................] - ETA: 3:48 - loss: 1586.3169 - logits_profile_predictions_loss: 1542.8904 - logcount_predictions_loss: 1.0644 228/1684 [===>..........................] - ETA: 3:48 - loss: 1586.3501 - logits_profile_predictions_loss: 1542.9179 - logcount_predictions_loss: 1.0645 229/1684 [===>..........................] - ETA: 3:48 - loss: 1586.3833 - logits_profile_predictions_loss: 1542.9452 - logcount_predictions_loss: 1.0647 230/1684 [===>..........................] - ETA: 3:48 - loss: 1586.4110 - logits_profile_predictions_loss: 1542.9670 - logcount_predictions_loss: 1.0648 231/1684 [===>..........................] - ETA: 3:48 - loss: 1586.4441 - logits_profile_predictions_loss: 1542.9944 - logcount_predictions_loss: 1.0650 232/1684 [===>..........................] - ETA: 3:48 - loss: 1586.4726 - logits_profile_predictions_loss: 1543.0173 - logcount_predictions_loss: 1.0651 233/1684 [===>..........................] - ETA: 3:47 - loss: 1586.4985 - logits_profile_predictions_loss: 1543.0379 - logcount_predictions_loss: 1.0652 234/1684 [===>..........................] - ETA: 3:47 - loss: 1586.5266 - logits_profile_predictions_loss: 1543.0610 - logcount_predictions_loss: 1.0653 235/1684 [===>..........................] - ETA: 3:47 - loss: 1586.5512 - logits_profile_predictions_loss: 1543.0806 - logcount_predictions_loss: 1.0655 236/1684 [===>..........................] - ETA: 3:47 - loss: 1586.5698 - logits_profile_predictions_loss: 1543.0942 - logcount_predictions_loss: 1.0656 237/1684 [===>..........................] - ETA: 3:47 - loss: 1586.5980 - logits_profile_predictions_loss: 1543.1171 - logcount_predictions_loss: 1.0657 238/1684 [===>..........................] - ETA: 3:47 - loss: 1586.6208 - logits_profile_predictions_loss: 1543.1348 - logcount_predictions_loss: 1.0658 239/1684 [===>..........................] - ETA: 3:46 - loss: 1586.6460 - logits_profile_predictions_loss: 1543.1549 - logcount_predictions_loss: 1.0660 240/1684 [===>..........................] - ETA: 3:46 - loss: 1586.6759 - logits_profile_predictions_loss: 1543.1793 - logcount_predictions_loss: 1.0661 241/1684 [===>..........................] - ETA: 3:46 - loss: 1586.6986 - logits_profile_predictions_loss: 1543.1962 - logcount_predictions_loss: 1.0662 242/1684 [===>..........................] - ETA: 3:46 - loss: 1586.7243 - logits_profile_predictions_loss: 1543.2164 - logcount_predictions_loss: 1.0664 243/1684 [===>..........................] - ETA: 3:46 - loss: 1586.7424 - logits_profile_predictions_loss: 1543.2290 - logcount_predictions_loss: 1.0665 244/1684 [===>..........................] - ETA: 3:46 - loss: 1586.7568 - logits_profile_predictions_loss: 1543.2381 - logcount_predictions_loss: 1.0666 245/1684 [===>..........................] - ETA: 3:46 - loss: 1586.7773 - logits_profile_predictions_loss: 1543.2532 - logcount_predictions_loss: 1.0668 246/1684 [===>..........................] - ETA: 3:45 - loss: 1586.7988 - logits_profile_predictions_loss: 1543.2692 - logcount_predictions_loss: 1.0669 247/1684 [===>..........................] - ETA: 3:45 - loss: 1586.8224 - logits_profile_predictions_loss: 1543.2871 - logcount_predictions_loss: 1.0670 248/1684 [===>..........................] - ETA: 3:45 - loss: 1586.8414 - logits_profile_predictions_loss: 1543.3004 - logcount_predictions_loss: 1.0672 249/1684 [===>..........................] - ETA: 3:45 - loss: 1586.8584 - logits_profile_predictions_loss: 1543.3116 - logcount_predictions_loss: 1.0673 250/1684 [===>..........................] - ETA: 3:45 - loss: 1586.8804 - logits_profile_predictions_loss: 1543.3276 - logcount_predictions_loss: 1.0675 251/1684 [===>..........................] - ETA: 3:45 - loss: 1586.9061 - logits_profile_predictions_loss: 1543.3472 - logcount_predictions_loss: 1.0676 252/1684 [===>..........................] - ETA: 3:44 - loss: 1586.9264 - logits_profile_predictions_loss: 1543.3616 - logcount_predictions_loss: 1.0678 253/1684 [===>..........................] - ETA: 3:44 - loss: 1586.9409 - logits_profile_predictions_loss: 1543.3705 - logcount_predictions_loss: 1.0679 254/1684 [===>..........................] - ETA: 3:44 - loss: 1586.9483 - logits_profile_predictions_loss: 1543.3724 - logcount_predictions_loss: 1.0680 255/1684 [===>..........................] - ETA: 3:44 - loss: 1586.9492 - logits_profile_predictions_loss: 1543.3681 - logcount_predictions_loss: 1.0682 256/1684 [===>..........................] - ETA: 3:44 - loss: 1586.9583 - logits_profile_predictions_loss: 1543.3720 - logcount_predictions_loss: 1.0683 257/1684 [===>..........................] - ETA: 3:44 - loss: 1586.9684 - logits_profile_predictions_loss: 1543.3768 - logcount_predictions_loss: 1.0684 258/1684 [===>..........................] - ETA: 3:44 - loss: 1586.9773 - logits_profile_predictions_loss: 1543.3806 - logcount_predictions_loss: 1.0686 259/1684 [===>..........................] - ETA: 3:43 - loss: 1586.9954 - logits_profile_predictions_loss: 1543.3935 - logcount_predictions_loss: 1.0687 260/1684 [===>..........................] - ETA: 3:43 - loss: 1587.0111 - logits_profile_predictions_loss: 1543.4040 - logcount_predictions_loss: 1.0688 261/1684 [===>..........................] - ETA: 3:43 - loss: 1587.0241 - logits_profile_predictions_loss: 1543.4118 - logcount_predictions_loss: 1.0689 262/1684 [===>..........................] - ETA: 3:43 - loss: 1587.0368 - logits_profile_predictions_loss: 1543.4193 - logcount_predictions_loss: 1.0691 263/1684 [===>..........................] - ETA: 3:43 - loss: 1587.0512 - logits_profile_predictions_loss: 1543.4284 - logcount_predictions_loss: 1.0692 264/1684 [===>..........................] - ETA: 3:43 - loss: 1587.0646 - logits_profile_predictions_loss: 1543.4368 - logcount_predictions_loss: 1.0693 265/1684 [===>..........................] - ETA: 3:42 - loss: 1587.0765 - logits_profile_predictions_loss: 1543.4439 - logcount_predictions_loss: 1.0694 266/1684 [===>..........................] - ETA: 3:42 - loss: 1587.0899 - logits_profile_predictions_loss: 1543.4523 - logcount_predictions_loss: 1.0696 267/1684 [===>..........................] - ETA: 3:42 - loss: 1587.1013 - logits_profile_predictions_loss: 1543.4589 - logcount_predictions_loss: 1.0697 268/1684 [===>..........................] - ETA: 3:42 - loss: 1587.1080 - logits_profile_predictions_loss: 1543.4609 - logcount_predictions_loss: 1.0698 269/1684 [===>..........................] - ETA: 3:42 - loss: 1587.1095 - logits_profile_predictions_loss: 1543.4576 - logcount_predictions_loss: 1.0699 270/1684 [===>..........................] - ETA: 3:42 - loss: 1587.1147 - logits_profile_predictions_loss: 1543.4581 - logcount_predictions_loss: 1.0700 271/1684 [===>..........................] - ETA: 3:42 - loss: 1587.1171 - logits_profile_predictions_loss: 1543.4557 - logcount_predictions_loss: 1.0701 272/1684 [===>..........................] - ETA: 3:41 - loss: 1587.1156 - logits_profile_predictions_loss: 1543.4495 - logcount_predictions_loss: 1.0703 273/1684 [===>..........................] - ETA: 3:41 - loss: 1587.1133 - logits_profile_predictions_loss: 1543.4426 - logcount_predictions_loss: 1.0704 274/1684 [===>..........................] - ETA: 3:41 - loss: 1587.1093 - logits_profile_predictions_loss: 1543.4338 - logcount_predictions_loss: 1.0705 275/1684 [===>..........................] - ETA: 3:41 - loss: 1587.1057 - logits_profile_predictions_loss: 1543.4254 - logcount_predictions_loss: 1.0706 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logits_profile_predictions_loss: 1543.3319 - logcount_predictions_loss: 1.0714 283/1684 [====>.........................] - ETA: 3:40 - loss: 1587.0484 - logits_profile_predictions_loss: 1543.3322 - logcount_predictions_loss: 1.0715 284/1684 [====>.........................] - ETA: 3:39 - loss: 1587.0580 - logits_profile_predictions_loss: 1543.3372 - logcount_predictions_loss: 1.0716 285/1684 [====>.........................] - ETA: 3:39 - loss: 1587.0685 - logits_profile_predictions_loss: 1543.3431 - logcount_predictions_loss: 1.0717 286/1684 [====>.........................] - ETA: 3:39 - loss: 1587.0884 - logits_profile_predictions_loss: 1543.3584 - logcount_predictions_loss: 1.0718 287/1684 [====>.........................] - ETA: 3:39 - loss: 1587.1058 - logits_profile_predictions_loss: 1543.3712 - logcount_predictions_loss: 1.0719 288/1684 [====>.........................] - ETA: 3:39 - loss: 1587.1252 - logits_profile_predictions_loss: 1543.3864 - logcount_predictions_loss: 1.0720 289/1684 [====>.........................] - ETA: 3:39 - loss: 1587.1436 - logits_profile_predictions_loss: 1543.4004 - logcount_predictions_loss: 1.0721 290/1684 [====>.........................] - ETA: 3:39 - loss: 1587.1572 - logits_profile_predictions_loss: 1543.4097 - logcount_predictions_loss: 1.0723 291/1684 [====>.........................] - ETA: 3:38 - loss: 1587.1678 - logits_profile_predictions_loss: 1543.4161 - logcount_predictions_loss: 1.0724 292/1684 [====>.........................] - ETA: 3:38 - loss: 1587.1800 - logits_profile_predictions_loss: 1543.4243 - logcount_predictions_loss: 1.0725 293/1684 [====>.........................] - ETA: 3:38 - loss: 1587.1923 - logits_profile_predictions_loss: 1543.4325 - logcount_predictions_loss: 1.0726 294/1684 [====>.........................] - ETA: 3:38 - loss: 1587.2073 - logits_profile_predictions_loss: 1543.4436 - logcount_predictions_loss: 1.0726 295/1684 [====>.........................] - ETA: 3:38 - loss: 1587.2233 - logits_profile_predictions_loss: 1543.4557 - logcount_predictions_loss: 1.0727 296/1684 [====>.........................] - ETA: 3:38 - loss: 1587.2409 - logits_profile_predictions_loss: 1543.4694 - logcount_predictions_loss: 1.0728 297/1684 [====>.........................] - ETA: 3:37 - loss: 1587.2591 - logits_profile_predictions_loss: 1543.4839 - logcount_predictions_loss: 1.0729 299/1684 [====>.........................] - ETA: 3:37 - loss: 1587.2963 - logits_profile_predictions_loss: 1543.5139 - logcount_predictions_loss: 1.0731 300/1684 [====>.........................] - ETA: 3:36 - loss: 1587.3136 - logits_profile_predictions_loss: 1543.5276 - logcount_predictions_loss: 1.0732 301/1684 [====>.........................] - ETA: 3:36 - loss: 1587.3269 - logits_profile_predictions_loss: 1543.5374 - logcount_predictions_loss: 1.0733 302/1684 [====>.........................] - ETA: 3:36 - loss: 1587.3405 - logits_profile_predictions_loss: 1543.5476 - logcount_predictions_loss: 1.0734 303/1684 [====>.........................] - ETA: 3:36 - loss: 1587.3586 - logits_profile_predictions_loss: 1543.5622 - logcount_predictions_loss: 1.0734 304/1684 [====>.........................] - ETA: 3:36 - loss: 1587.3799 - logits_profile_predictions_loss: 1543.5800 - logcount_predictions_loss: 1.0735 305/1684 [====>.........................] - ETA: 3:36 - loss: 1587.4018 - logits_profile_predictions_loss: 1543.5982 - logcount_predictions_loss: 1.0736 306/1684 [====>.........................] - ETA: 3:35 - loss: 1587.4240 - logits_profile_predictions_loss: 1543.6169 - logcount_predictions_loss: 1.0737 307/1684 [====>.........................] - ETA: 3:35 - loss: 1587.4462 - logits_profile_predictions_loss: 1543.6356 - logcount_predictions_loss: 1.0738 308/1684 [====>.........................] - ETA: 3:35 - loss: 1587.4751 - logits_profile_predictions_loss: 1543.6610 - logcount_predictions_loss: 1.0739 309/1684 [====>.........................] - ETA: 3:35 - loss: 1587.5001 - logits_profile_predictions_loss: 1543.6826 - logcount_predictions_loss: 1.0740 310/1684 [====>.........................] - ETA: 3:35 - loss: 1587.5251 - logits_profile_predictions_loss: 1543.7041 - logcount_predictions_loss: 1.0741 311/1684 [====>.........................] - ETA: 3:35 - loss: 1587.5572 - logits_profile_predictions_loss: 1543.7328 - logcount_predictions_loss: 1.0741 312/1684 [====>.........................] - ETA: 3:35 - loss: 1587.5882 - logits_profile_predictions_loss: 1543.7603 - logcount_predictions_loss: 1.0742 313/1684 [====>.........................] - ETA: 3:34 - loss: 1587.6177 - logits_profile_predictions_loss: 1543.7863 - logcount_predictions_loss: 1.0743 314/1684 [====>.........................] - ETA: 3:34 - loss: 1587.6432 - logits_profile_predictions_loss: 1543.8084 - logcount_predictions_loss: 1.0744 315/1684 [====>.........................] - ETA: 3:34 - loss: 1587.6704 - logits_profile_predictions_loss: 1543.8322 - logcount_predictions_loss: 1.0745 316/1684 [====>.........................] - ETA: 3:34 - loss: 1587.6924 - logits_profile_predictions_loss: 1543.8508 - logcount_predictions_loss: 1.0746 317/1684 [====>.........................] - ETA: 3:34 - loss: 1587.7123 - logits_profile_predictions_loss: 1543.8673 - logcount_predictions_loss: 1.0746 318/1684 [====>.........................] - ETA: 3:34 - loss: 1587.7345 - logits_profile_predictions_loss: 1543.8862 - logcount_predictions_loss: 1.0747 319/1684 [====>.........................] - ETA: 3:33 - loss: 1587.7537 - logits_profile_predictions_loss: 1543.9021 - logcount_predictions_loss: 1.0748 320/1684 [====>.........................] - ETA: 3:33 - loss: 1587.7767 - logits_profile_predictions_loss: 1543.9217 - logcount_predictions_loss: 1.0749 321/1684 [====>.........................] - ETA: 3:33 - loss: 1587.8017 - logits_profile_predictions_loss: 1543.9433 - logcount_predictions_loss: 1.0750 322/1684 [====>.........................] - ETA: 3:33 - loss: 1587.8326 - logits_profile_predictions_loss: 1543.9707 - logcount_predictions_loss: 1.0751 323/1684 [====>.........................] - ETA: 3:33 - loss: 1587.8653 - logits_profile_predictions_loss: 1544.0000 - logcount_predictions_loss: 1.0751 324/1684 [====>.........................] - ETA: 3:33 - loss: 1587.8930 - logits_profile_predictions_loss: 1544.0241 - logcount_predictions_loss: 1.0752 325/1684 [====>.........................] - ETA: 3:33 - loss: 1587.9189 - logits_profile_predictions_loss: 1544.0466 - logcount_predictions_loss: 1.0753 326/1684 [====>.........................] - ETA: 3:32 - loss: 1587.9452 - logits_profile_predictions_loss: 1544.0696 - logcount_predictions_loss: 1.0754 327/1684 [====>.........................] - ETA: 3:32 - loss: 1587.9726 - logits_profile_predictions_loss: 1544.0936 - logcount_predictions_loss: 1.0755 328/1684 [====>.........................] - ETA: 3:32 - loss: 1588.0011 - logits_profile_predictions_loss: 1544.1187 - logcount_predictions_loss: 1.0756 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logits_profile_predictions_loss: 1544.2932 - logcount_predictions_loss: 1.0761 336/1684 [====>.........................] - ETA: 3:31 - loss: 1588.2246 - logits_profile_predictions_loss: 1544.3171 - logcount_predictions_loss: 1.0762 337/1684 [=====>........................] - ETA: 3:31 - loss: 1588.2553 - logits_profile_predictions_loss: 1544.3449 - logcount_predictions_loss: 1.0762 338/1684 [=====>........................] - ETA: 3:31 - loss: 1588.2882 - logits_profile_predictions_loss: 1544.3749 - logcount_predictions_loss: 1.0763 339/1684 [=====>........................] - ETA: 3:30 - loss: 1588.3172 - logits_profile_predictions_loss: 1544.4013 - logcount_predictions_loss: 1.0764 340/1684 [=====>........................] - ETA: 3:30 - loss: 1588.3510 - logits_profile_predictions_loss: 1544.4323 - logcount_predictions_loss: 1.0764 341/1684 [=====>........................] - ETA: 3:30 - loss: 1588.3874 - logits_profile_predictions_loss: 1544.4658 - logcount_predictions_loss: 1.0765 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logcount_predictions_loss: 1.0844 1681/1684 [============================>.] - ETA: 0s - loss: 1597.1272 - logits_profile_predictions_loss: 1552.8835 - logcount_predictions_loss: 1.0844 1682/1684 [============================>.] - ETA: 0s - loss: 1597.1315 - logits_profile_predictions_loss: 1552.8880 - logcount_predictions_loss: 1.0844 1683/1684 [============================>.] - ETA: 0s - loss: 1597.1356 - logits_profile_predictions_loss: 1552.8925 - logcount_predictions_loss: 1.0844 1684/1684 [==============================] - ETA: 0s - loss: 1597.1396 - logits_profile_predictions_loss: 1552.8968 - logcount_predictions_loss: 1.0844 1684/1684 [==============================] - 283s 168ms/step - loss: 1597.1436 - logits_profile_predictions_loss: 1552.9011 - logcount_predictions_loss: 1.0844 - val_loss: 2001.2531 - val_logits_profile_predictions_loss: 1950.4161 - val_logcount_predictions_loss: 1.2460 + +Epoch 00006: val_loss improved from 2011.64758 to 2001.25305, saving model to 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logits_profile_predictions_loss: 1534.9005 - logcount_predictions_loss: 0.9747 206/1684 [==>...........................] - ETA: 3:52 - loss: 1574.5583 - logits_profile_predictions_loss: 1534.7883 - logcount_predictions_loss: 0.9748 207/1684 [==>...........................] - ETA: 3:52 - loss: 1574.4513 - logits_profile_predictions_loss: 1534.6792 - logcount_predictions_loss: 0.9748 208/1684 [==>...........................] - ETA: 3:52 - loss: 1574.3400 - logits_profile_predictions_loss: 1534.5659 - logcount_predictions_loss: 0.9749 209/1684 [==>...........................] - ETA: 3:52 - loss: 1574.2218 - logits_profile_predictions_loss: 1534.4457 - logcount_predictions_loss: 0.9749 210/1684 [==>...........................] - ETA: 3:52 - loss: 1574.1162 - logits_profile_predictions_loss: 1534.3379 - logcount_predictions_loss: 0.9750 211/1684 [==>...........................] - ETA: 3:52 - loss: 1574.0158 - logits_profile_predictions_loss: 1534.2351 - logcount_predictions_loss: 0.9750 212/1684 [==>...........................] - ETA: 3:51 - loss: 1573.9139 - logits_profile_predictions_loss: 1534.1307 - logcount_predictions_loss: 0.9751 213/1684 [==>...........................] - ETA: 3:51 - loss: 1573.8059 - logits_profile_predictions_loss: 1534.0204 - logcount_predictions_loss: 0.9751 214/1684 [==>...........................] - ETA: 3:51 - loss: 1573.7040 - logits_profile_predictions_loss: 1533.9163 - logcount_predictions_loss: 0.9752 215/1684 [==>...........................] - ETA: 3:51 - loss: 1573.6066 - logits_profile_predictions_loss: 1533.8166 - logcount_predictions_loss: 0.9752 216/1684 [==>...........................] - ETA: 3:51 - loss: 1573.5075 - logits_profile_predictions_loss: 1533.7150 - logcount_predictions_loss: 0.9753 217/1684 [==>...........................] - ETA: 3:51 - loss: 1573.4051 - logits_profile_predictions_loss: 1533.6102 - logcount_predictions_loss: 0.9754 218/1684 [==>...........................] - ETA: 3:51 - loss: 1573.3034 - logits_profile_predictions_loss: 1533.5062 - logcount_predictions_loss: 0.9754 219/1684 [==>...........................] - ETA: 3:50 - loss: 1573.2091 - logits_profile_predictions_loss: 1533.4095 - logcount_predictions_loss: 0.9755 220/1684 [==>...........................] - ETA: 3:50 - loss: 1573.1140 - logits_profile_predictions_loss: 1533.3123 - logcount_predictions_loss: 0.9755 221/1684 [==>...........................] - ETA: 3:50 - loss: 1573.0172 - logits_profile_predictions_loss: 1533.2133 - logcount_predictions_loss: 0.9756 222/1684 [==>...........................] - ETA: 3:50 - loss: 1572.9175 - logits_profile_predictions_loss: 1533.1116 - logcount_predictions_loss: 0.9756 223/1684 [==>...........................] - ETA: 3:50 - loss: 1572.8207 - logits_profile_predictions_loss: 1533.0129 - logcount_predictions_loss: 0.9757 224/1684 [==>...........................] - ETA: 3:50 - loss: 1572.7219 - logits_profile_predictions_loss: 1532.9121 - logcount_predictions_loss: 0.9757 225/1684 [===>..........................] - ETA: 3:49 - loss: 1572.6174 - logits_profile_predictions_loss: 1532.8059 - logcount_predictions_loss: 0.9758 226/1684 [===>..........................] - ETA: 3:49 - loss: 1572.5162 - logits_profile_predictions_loss: 1532.7028 - logcount_predictions_loss: 0.9758 227/1684 [===>..........................] - ETA: 3:49 - loss: 1572.4175 - logits_profile_predictions_loss: 1532.6024 - logcount_predictions_loss: 0.9759 228/1684 [===>..........................] - ETA: 3:49 - loss: 1572.3199 - logits_profile_predictions_loss: 1532.5030 - logcount_predictions_loss: 0.9759 229/1684 [===>..........................] - ETA: 3:49 - loss: 1572.2201 - logits_profile_predictions_loss: 1532.4014 - logcount_predictions_loss: 0.9760 230/1684 [===>..........................] - ETA: 3:49 - loss: 1572.1186 - logits_profile_predictions_loss: 1532.2978 - logcount_predictions_loss: 0.9760 231/1684 [===>..........................] - ETA: 3:48 - loss: 1572.0172 - logits_profile_predictions_loss: 1532.1944 - logcount_predictions_loss: 0.9761 232/1684 [===>..........................] - ETA: 3:48 - loss: 1571.9088 - logits_profile_predictions_loss: 1532.0841 - logcount_predictions_loss: 0.9761 233/1684 [===>..........................] - ETA: 3:48 - loss: 1571.8027 - logits_profile_predictions_loss: 1531.9762 - logcount_predictions_loss: 0.9761 234/1684 [===>..........................] - ETA: 3:48 - loss: 1571.6988 - logits_profile_predictions_loss: 1531.8705 - logcount_predictions_loss: 0.9762 235/1684 [===>..........................] - ETA: 3:48 - loss: 1571.5923 - logits_profile_predictions_loss: 1531.7626 - logcount_predictions_loss: 0.9762 236/1684 [===>..........................] - ETA: 3:48 - loss: 1571.4800 - logits_profile_predictions_loss: 1531.6488 - logcount_predictions_loss: 0.9763 237/1684 [===>..........................] - ETA: 3:48 - loss: 1571.3647 - logits_profile_predictions_loss: 1531.5322 - logcount_predictions_loss: 0.9763 238/1684 [===>..........................] - ETA: 3:47 - loss: 1571.2480 - logits_profile_predictions_loss: 1531.4139 - logcount_predictions_loss: 0.9763 239/1684 [===>..........................] - ETA: 3:47 - loss: 1571.1322 - logits_profile_predictions_loss: 1531.2966 - logcount_predictions_loss: 0.9764 240/1684 [===>..........................] - ETA: 3:47 - loss: 1571.0143 - logits_profile_predictions_loss: 1531.1772 - logcount_predictions_loss: 0.9764 241/1684 [===>..........................] - ETA: 3:47 - loss: 1570.8908 - logits_profile_predictions_loss: 1531.0523 - logcount_predictions_loss: 0.9764 242/1684 [===>..........................] - ETA: 3:47 - loss: 1570.7663 - logits_profile_predictions_loss: 1530.9264 - logcount_predictions_loss: 0.9765 243/1684 [===>..........................] - ETA: 3:47 - loss: 1570.6420 - logits_profile_predictions_loss: 1530.8007 - logcount_predictions_loss: 0.9765 244/1684 [===>..........................] - ETA: 3:46 - loss: 1570.5162 - 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251/1684 [===>..........................] - ETA: 3:45 - loss: 1569.6874 - logits_profile_predictions_loss: 1529.8326 - logcount_predictions_loss: 0.9768 252/1684 [===>..........................] - ETA: 3:45 - loss: 1569.5689 - logits_profile_predictions_loss: 1529.7125 - logcount_predictions_loss: 0.9769 253/1684 [===>..........................] - ETA: 3:45 - loss: 1569.4548 - logits_profile_predictions_loss: 1529.5971 - logcount_predictions_loss: 0.9769 254/1684 [===>..........................] - ETA: 3:45 - loss: 1569.3422 - logits_profile_predictions_loss: 1529.4831 - logcount_predictions_loss: 0.9769 255/1684 [===>..........................] - ETA: 3:45 - loss: 1569.2360 - logits_profile_predictions_loss: 1529.3754 - logcount_predictions_loss: 0.9770 256/1684 [===>..........................] - ETA: 3:45 - loss: 1569.1397 - logits_profile_predictions_loss: 1529.2774 - logcount_predictions_loss: 0.9770 257/1684 [===>..........................] - ETA: 3:44 - loss: 1569.0413 - logits_profile_predictions_loss: 1529.1773 - logcount_predictions_loss: 0.9771 258/1684 [===>..........................] - ETA: 3:44 - loss: 1568.9473 - logits_profile_predictions_loss: 1529.0817 - logcount_predictions_loss: 0.9771 259/1684 [===>..........................] - ETA: 3:44 - loss: 1568.8574 - logits_profile_predictions_loss: 1528.9901 - logcount_predictions_loss: 0.9771 260/1684 [===>..........................] - ETA: 3:44 - loss: 1568.7642 - logits_profile_predictions_loss: 1528.8954 - logcount_predictions_loss: 0.9772 261/1684 [===>..........................] - ETA: 3:44 - loss: 1568.6665 - logits_profile_predictions_loss: 1528.7962 - logcount_predictions_loss: 0.9772 262/1684 [===>..........................] - ETA: 3:44 - loss: 1568.5691 - logits_profile_predictions_loss: 1528.6974 - logcount_predictions_loss: 0.9772 263/1684 [===>..........................] - ETA: 3:43 - loss: 1568.4711 - logits_profile_predictions_loss: 1528.5982 - logcount_predictions_loss: 0.9773 264/1684 [===>..........................] - ETA: 3:43 - loss: 1568.3785 - logits_profile_predictions_loss: 1528.5039 - logcount_predictions_loss: 0.9773 265/1684 [===>..........................] - ETA: 3:43 - loss: 1568.2839 - logits_profile_predictions_loss: 1528.4078 - logcount_predictions_loss: 0.9774 266/1684 [===>..........................] - ETA: 3:43 - loss: 1568.1869 - logits_profile_predictions_loss: 1528.3094 - logcount_predictions_loss: 0.9774 267/1684 [===>..........................] - ETA: 3:43 - loss: 1568.0940 - logits_profile_predictions_loss: 1528.2149 - logcount_predictions_loss: 0.9774 268/1684 [===>..........................] - ETA: 3:43 - loss: 1567.9995 - logits_profile_predictions_loss: 1528.1187 - logcount_predictions_loss: 0.9775 269/1684 [===>..........................] - ETA: 3:43 - loss: 1567.9179 - logits_profile_predictions_loss: 1528.0354 - logcount_predictions_loss: 0.9775 270/1684 [===>..........................] - ETA: 3:42 - loss: 1567.8333 - logits_profile_predictions_loss: 1527.9493 - logcount_predictions_loss: 0.9776 271/1684 [===>..........................] - ETA: 3:42 - loss: 1567.7585 - logits_profile_predictions_loss: 1527.8729 - logcount_predictions_loss: 0.9776 272/1684 [===>..........................] - ETA: 3:42 - loss: 1567.6815 - logits_profile_predictions_loss: 1527.7941 - logcount_predictions_loss: 0.9776 273/1684 [===>..........................] - ETA: 3:42 - loss: 1567.6067 - logits_profile_predictions_loss: 1527.7175 - logcount_predictions_loss: 0.9777 274/1684 [===>..........................] - ETA: 3:42 - loss: 1567.5395 - logits_profile_predictions_loss: 1527.6483 - logcount_predictions_loss: 0.9777 275/1684 [===>..........................] - ETA: 3:42 - loss: 1567.4685 - logits_profile_predictions_loss: 1527.5753 - logcount_predictions_loss: 0.9778 276/1684 [===>..........................] - ETA: 3:41 - loss: 1567.3981 - logits_profile_predictions_loss: 1527.5026 - logcount_predictions_loss: 0.9778 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logits_profile_predictions_loss: 1526.2564 - logcount_predictions_loss: 0.9789 298/1684 [====>.........................] - ETA: 3:37 - loss: 1566.1536 - logits_profile_predictions_loss: 1526.2118 - logcount_predictions_loss: 0.9790 299/1684 [====>.........................] - ETA: 3:37 - loss: 1566.1090 - logits_profile_predictions_loss: 1526.1653 - logcount_predictions_loss: 0.9790 300/1684 [====>.........................] - ETA: 3:37 - loss: 1566.0680 - logits_profile_predictions_loss: 1526.1224 - logcount_predictions_loss: 0.9791 301/1684 [====>.........................] - ETA: 3:37 - loss: 1566.0304 - logits_profile_predictions_loss: 1526.0831 - logcount_predictions_loss: 0.9791 302/1684 [====>.........................] - ETA: 3:37 - loss: 1565.9946 - logits_profile_predictions_loss: 1526.0455 - logcount_predictions_loss: 0.9791 303/1684 [====>.........................] - ETA: 3:37 - loss: 1565.9577 - logits_profile_predictions_loss: 1526.0068 - logcount_predictions_loss: 0.9792 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logits_profile_predictions_loss: 1525.7221 - logcount_predictions_loss: 0.9795 311/1684 [====>.........................] - ETA: 3:35 - loss: 1565.6479 - logits_profile_predictions_loss: 1525.6831 - logcount_predictions_loss: 0.9795 312/1684 [====>.........................] - ETA: 3:35 - loss: 1565.6118 - logits_profile_predictions_loss: 1525.6453 - logcount_predictions_loss: 0.9796 313/1684 [====>.........................] - ETA: 3:35 - loss: 1565.5812 - logits_profile_predictions_loss: 1525.6130 - logcount_predictions_loss: 0.9796 314/1684 [====>.........................] - ETA: 3:35 - loss: 1565.5528 - logits_profile_predictions_loss: 1525.5831 - logcount_predictions_loss: 0.9797 315/1684 [====>.........................] - ETA: 3:35 - loss: 1565.5247 - logits_profile_predictions_loss: 1525.5534 - logcount_predictions_loss: 0.9797 316/1684 [====>.........................] - ETA: 3:35 - loss: 1565.4958 - logits_profile_predictions_loss: 1525.5229 - logcount_predictions_loss: 0.9797 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logits_profile_predictions_loss: 1525.2956 - logcount_predictions_loss: 0.9800 324/1684 [====>.........................] - ETA: 3:33 - loss: 1565.2439 - logits_profile_predictions_loss: 1525.2595 - logcount_predictions_loss: 0.9800 325/1684 [====>.........................] - ETA: 3:33 - loss: 1565.2077 - logits_profile_predictions_loss: 1525.2220 - logcount_predictions_loss: 0.9800 326/1684 [====>.........................] - ETA: 3:33 - loss: 1565.1705 - logits_profile_predictions_loss: 1525.1834 - logcount_predictions_loss: 0.9801 327/1684 [====>.........................] - ETA: 3:33 - loss: 1565.1320 - logits_profile_predictions_loss: 1525.1437 - logcount_predictions_loss: 0.9801 328/1684 [====>.........................] - ETA: 3:33 - loss: 1565.0906 - logits_profile_predictions_loss: 1525.1011 - logcount_predictions_loss: 0.9801 329/1684 [====>.........................] - ETA: 3:33 - loss: 1565.0510 - logits_profile_predictions_loss: 1525.0603 - logcount_predictions_loss: 0.9802 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logcount_predictions_loss: 1.0005 1682/1684 [============================>.] - ETA: 0s - loss: 1552.0758 - logits_profile_predictions_loss: 1511.2561 - logcount_predictions_loss: 1.0005 1683/1684 [============================>.] - ETA: 0s - loss: 1552.0763 - logits_profile_predictions_loss: 1511.2565 - logcount_predictions_loss: 1.0005 1684/1684 [==============================] - ETA: 0s - loss: 1552.0770 - logits_profile_predictions_loss: 1511.2571 - logcount_predictions_loss: 1.0005 1684/1684 [==============================] - 284s 168ms/step - loss: 1552.0776 - logits_profile_predictions_loss: 1511.2577 - logcount_predictions_loss: 1.0005 - val_loss: 1946.5306 - val_logits_profile_predictions_loss: 1905.7820 - val_logcount_predictions_loss: 0.9987 + +Epoch 00008: val_loss did not improve from 1943.50037 +Epoch 9/50 + 1/1684 [..............................] - ETA: 6:36 - loss: 1544.3138 - logits_profile_predictions_loss: 1506.1235 - logcount_predictions_loss: 0.9360 2/1684 [..............................] - ETA: 4:24 - loss: 1527.9972 - logits_profile_predictions_loss: 1492.5566 - logcount_predictions_loss: 0.8686 3/1684 [..............................] - ETA: 4:23 - loss: 1534.4465 - logits_profile_predictions_loss: 1498.3829 - logcount_predictions_loss: 0.8839 4/1684 [..............................] - ETA: 4:23 - loss: 1514.4591 - logits_profile_predictions_loss: 1477.5854 - logcount_predictions_loss: 0.9038 5/1684 [..............................] - ETA: 4:23 - loss: 1499.8440 - logits_profile_predictions_loss: 1462.8824 - logcount_predictions_loss: 0.9059 6/1684 [..............................] - ETA: 4:22 - loss: 1490.5726 - logits_profile_predictions_loss: 1453.6001 - logcount_predictions_loss: 0.9062 7/1684 [..............................] - ETA: 4:22 - loss: 1482.0112 - logits_profile_predictions_loss: 1445.2498 - logcount_predictions_loss: 0.9010 8/1684 [..............................] - ETA: 4:23 - loss: 1474.2250 - logits_profile_predictions_loss: 1437.7538 - logcount_predictions_loss: 0.8939 9/1684 [..............................] - ETA: 4:22 - loss: 1474.7152 - logits_profile_predictions_loss: 1438.3200 - logcount_predictions_loss: 0.8920 10/1684 [..............................] - ETA: 4:22 - loss: 1475.7317 - logits_profile_predictions_loss: 1439.2752 - logcount_predictions_loss: 0.8935 11/1684 [..............................] - ETA: 4:22 - loss: 1475.3465 - logits_profile_predictions_loss: 1438.8186 - logcount_predictions_loss: 0.8953 12/1684 [..............................] - ETA: 4:22 - loss: 1472.2889 - logits_profile_predictions_loss: 1435.7127 - logcount_predictions_loss: 0.8965 13/1684 [..............................] - ETA: 4:22 - loss: 1471.3123 - logits_profile_predictions_loss: 1434.6349 - logcount_predictions_loss: 0.8990 14/1684 [..............................] - ETA: 4:22 - loss: 1472.1228 - logits_profile_predictions_loss: 1435.3203 - logcount_predictions_loss: 0.9020 15/1684 [..............................] - ETA: 4:21 - loss: 1474.3362 - logits_profile_predictions_loss: 1437.4133 - logcount_predictions_loss: 0.9050 16/1684 [..............................] - ETA: 4:21 - loss: 1476.5424 - logits_profile_predictions_loss: 1439.4913 - logcount_predictions_loss: 0.9081 17/1684 [..............................] - ETA: 4:21 - loss: 1477.6017 - logits_profile_predictions_loss: 1440.4521 - logcount_predictions_loss: 0.9105 18/1684 [..............................] - ETA: 4:21 - loss: 1478.9399 - logits_profile_predictions_loss: 1441.6693 - logcount_predictions_loss: 0.9135 19/1684 [..............................] - ETA: 4:21 - loss: 1480.6851 - logits_profile_predictions_loss: 1443.2882 - logcount_predictions_loss: 0.9166 20/1684 [..............................] - ETA: 4:21 - loss: 1481.4498 - logits_profile_predictions_loss: 1443.9457 - logcount_predictions_loss: 0.9192 21/1684 [..............................] - ETA: 4:21 - loss: 1482.4398 - logits_profile_predictions_loss: 1444.8307 - logcount_predictions_loss: 0.9218 22/1684 [..............................] - ETA: 4:21 - loss: 1483.4261 - logits_profile_predictions_loss: 1445.7133 - logcount_predictions_loss: 0.9243 23/1684 [..............................] - ETA: 4:20 - loss: 1484.0184 - logits_profile_predictions_loss: 1446.2027 - logcount_predictions_loss: 0.9269 24/1684 [..............................] - ETA: 4:20 - loss: 1484.8619 - logits_profile_predictions_loss: 1446.9285 - logcount_predictions_loss: 0.9297 25/1684 [..............................] - ETA: 4:20 - loss: 1485.9654 - logits_profile_predictions_loss: 1447.9242 - logcount_predictions_loss: 0.9324 26/1684 [..............................] - ETA: 4:20 - loss: 1486.6692 - logits_profile_predictions_loss: 1448.5224 - logcount_predictions_loss: 0.9350 27/1684 [..............................] - ETA: 4:20 - loss: 1486.9482 - logits_profile_predictions_loss: 1448.7189 - logcount_predictions_loss: 0.9370 28/1684 [..............................] - ETA: 4:20 - loss: 1486.8784 - logits_profile_predictions_loss: 1448.5715 - logcount_predictions_loss: 0.9389 29/1684 [..............................] - ETA: 4:20 - loss: 1487.0413 - logits_profile_predictions_loss: 1448.6459 - logcount_predictions_loss: 0.9411 30/1684 [..............................] - ETA: 4:19 - loss: 1486.9877 - logits_profile_predictions_loss: 1448.5145 - logcount_predictions_loss: 0.9430 31/1684 [..............................] - ETA: 4:19 - loss: 1486.8578 - logits_profile_predictions_loss: 1448.3124 - logcount_predictions_loss: 0.9447 32/1684 [..............................] - ETA: 4:19 - loss: 1487.0326 - logits_profile_predictions_loss: 1448.4301 - logcount_predictions_loss: 0.9461 33/1684 [..............................] - ETA: 4:19 - loss: 1487.4372 - logits_profile_predictions_loss: 1448.7836 - logcount_predictions_loss: 0.9474 34/1684 [..............................] - ETA: 4:19 - loss: 1488.1959 - logits_profile_predictions_loss: 1449.4874 - logcount_predictions_loss: 0.9487 35/1684 [..............................] - ETA: 4:19 - loss: 1488.6704 - logits_profile_predictions_loss: 1449.9102 - logcount_predictions_loss: 0.9500 36/1684 [..............................] - ETA: 4:18 - loss: 1489.6955 - logits_profile_predictions_loss: 1450.8769 - logcount_predictions_loss: 0.9514 37/1684 [..............................] - ETA: 4:18 - loss: 1490.7119 - logits_profile_predictions_loss: 1451.8475 - logcount_predictions_loss: 0.9526 38/1684 [..............................] - ETA: 4:18 - loss: 1491.5559 - logits_profile_predictions_loss: 1452.6519 - logcount_predictions_loss: 0.9535 39/1684 [..............................] - ETA: 4:18 - loss: 1492.5633 - logits_profile_predictions_loss: 1453.6195 - logcount_predictions_loss: 0.9545 40/1684 [..............................] - ETA: 4:18 - loss: 1493.7343 - logits_profile_predictions_loss: 1454.7542 - logcount_predictions_loss: 0.9554 41/1684 [..............................] - ETA: 4:18 - loss: 1494.7919 - logits_profile_predictions_loss: 1455.7795 - logcount_predictions_loss: 0.9562 42/1684 [..............................] - ETA: 4:18 - loss: 1495.7254 - logits_profile_predictions_loss: 1456.6784 - logcount_predictions_loss: 0.9570 43/1684 [..............................] - ETA: 4:17 - loss: 1496.8854 - logits_profile_predictions_loss: 1457.7994 - logcount_predictions_loss: 0.9580 44/1684 [..............................] - ETA: 4:17 - loss: 1498.1705 - logits_profile_predictions_loss: 1459.0448 - logcount_predictions_loss: 0.9590 45/1684 [..............................] - ETA: 4:17 - loss: 1499.4281 - logits_profile_predictions_loss: 1460.2646 - logcount_predictions_loss: 0.9599 46/1684 [..............................] - ETA: 4:17 - loss: 1500.5868 - logits_profile_predictions_loss: 1461.3855 - logcount_predictions_loss: 0.9608 47/1684 [..............................] - ETA: 4:17 - loss: 1501.7305 - logits_profile_predictions_loss: 1462.4884 - logcount_predictions_loss: 0.9618 48/1684 [..............................] - ETA: 4:17 - loss: 1502.7356 - logits_profile_predictions_loss: 1463.4489 - logcount_predictions_loss: 0.9629 49/1684 [..............................] - ETA: 4:17 - loss: 1503.7559 - logits_profile_predictions_loss: 1464.4269 - logcount_predictions_loss: 0.9639 50/1684 [..............................] - ETA: 4:16 - loss: 1504.6495 - logits_profile_predictions_loss: 1465.2784 - logcount_predictions_loss: 0.9650 51/1684 [..............................] - ETA: 4:16 - loss: 1505.4045 - logits_profile_predictions_loss: 1465.9976 - logcount_predictions_loss: 0.9659 52/1684 [..............................] - ETA: 4:16 - loss: 1506.0934 - logits_profile_predictions_loss: 1466.6496 - logcount_predictions_loss: 0.9668 53/1684 [..............................] - ETA: 4:16 - loss: 1506.7812 - logits_profile_predictions_loss: 1467.3002 - logcount_predictions_loss: 0.9677 54/1684 [..............................] - ETA: 4:16 - loss: 1507.4310 - logits_profile_predictions_loss: 1467.9127 - logcount_predictions_loss: 0.9686 55/1684 [..............................] - ETA: 4:16 - loss: 1508.0562 - logits_profile_predictions_loss: 1468.4992 - logcount_predictions_loss: 0.9695 56/1684 [..............................] - ETA: 4:15 - loss: 1508.5375 - logits_profile_predictions_loss: 1468.9457 - logcount_predictions_loss: 0.9704 57/1684 [>.............................] - ETA: 4:15 - loss: 1509.1209 - logits_profile_predictions_loss: 1469.4934 - logcount_predictions_loss: 0.9713 58/1684 [>.............................] - ETA: 4:15 - loss: 1509.6438 - logits_profile_predictions_loss: 1469.9835 - logcount_predictions_loss: 0.9721 59/1684 [>.............................] - ETA: 4:15 - loss: 1510.0940 - logits_profile_predictions_loss: 1470.4031 - logcount_predictions_loss: 0.9728 60/1684 [>.............................] - ETA: 4:15 - loss: 1510.5518 - logits_profile_predictions_loss: 1470.8350 - logcount_predictions_loss: 0.9734 61/1684 [>.............................] - ETA: 4:15 - loss: 1511.1101 - logits_profile_predictions_loss: 1471.3713 - logcount_predictions_loss: 0.9740 62/1684 [>.............................] - ETA: 4:14 - loss: 1511.5885 - logits_profile_predictions_loss: 1471.8307 - logcount_predictions_loss: 0.9744 63/1684 [>.............................] - ETA: 4:14 - loss: 1512.0236 - logits_profile_predictions_loss: 1472.2489 - logcount_predictions_loss: 0.9749 64/1684 [>.............................] - ETA: 4:14 - loss: 1512.3962 - logits_profile_predictions_loss: 1472.6079 - logcount_predictions_loss: 0.9752 65/1684 [>.............................] - ETA: 4:14 - loss: 1512.8454 - logits_profile_predictions_loss: 1473.0439 - logcount_predictions_loss: 0.9755 66/1684 [>.............................] - ETA: 4:14 - loss: 1513.2708 - logits_profile_predictions_loss: 1473.4586 - logcount_predictions_loss: 0.9758 67/1684 [>.............................] - ETA: 4:14 - loss: 1513.6517 - logits_profile_predictions_loss: 1473.8279 - logcount_predictions_loss: 0.9761 68/1684 [>.............................] - ETA: 4:14 - loss: 1513.9929 - logits_profile_predictions_loss: 1474.1588 - logcount_predictions_loss: 0.9763 69/1684 [>.............................] - ETA: 4:13 - loss: 1514.3153 - logits_profile_predictions_loss: 1474.4684 - logcount_predictions_loss: 0.9766 70/1684 [>.............................] - ETA: 4:13 - loss: 1514.6515 - logits_profile_predictions_loss: 1474.7936 - logcount_predictions_loss: 0.9769 71/1684 [>.............................] - ETA: 4:13 - loss: 1514.9244 - logits_profile_predictions_loss: 1475.0578 - logcount_predictions_loss: 0.9771 72/1684 [>.............................] - ETA: 4:13 - loss: 1515.1520 - logits_profile_predictions_loss: 1475.2767 - logcount_predictions_loss: 0.9773 73/1684 [>.............................] - ETA: 4:13 - loss: 1515.3476 - logits_profile_predictions_loss: 1475.4620 - logcount_predictions_loss: 0.9776 74/1684 [>.............................] - ETA: 4:13 - loss: 1515.5742 - logits_profile_predictions_loss: 1475.6793 - logcount_predictions_loss: 0.9778 75/1684 [>.............................] - ETA: 4:12 - loss: 1515.8198 - logits_profile_predictions_loss: 1475.9166 - logcount_predictions_loss: 0.9780 76/1684 [>.............................] - ETA: 4:12 - loss: 1516.0151 - logits_profile_predictions_loss: 1476.1049 - logcount_predictions_loss: 0.9782 77/1684 [>.............................] - ETA: 4:12 - loss: 1516.1924 - logits_profile_predictions_loss: 1476.2741 - logcount_predictions_loss: 0.9784 78/1684 [>.............................] - ETA: 4:12 - loss: 1516.3972 - logits_profile_predictions_loss: 1476.4707 - logcount_predictions_loss: 0.9786 79/1684 [>.............................] - ETA: 4:12 - loss: 1516.5939 - logits_profile_predictions_loss: 1476.6580 - logcount_predictions_loss: 0.9788 80/1684 [>.............................] - ETA: 4:12 - loss: 1516.7939 - logits_profile_predictions_loss: 1476.8480 - logcount_predictions_loss: 0.9791 81/1684 [>.............................] - ETA: 4:12 - loss: 1516.9253 - logits_profile_predictions_loss: 1476.9703 - logcount_predictions_loss: 0.9793 82/1684 [>.............................] - ETA: 4:11 - loss: 1517.0942 - logits_profile_predictions_loss: 1477.1283 - logcount_predictions_loss: 0.9796 83/1684 [>.............................] - ETA: 4:11 - loss: 1517.2855 - logits_profile_predictions_loss: 1477.3081 - logcount_predictions_loss: 0.9798 84/1684 [>.............................] - ETA: 4:11 - loss: 1517.5153 - logits_profile_predictions_loss: 1477.5242 - logcount_predictions_loss: 0.9802 85/1684 [>.............................] - ETA: 4:11 - loss: 1517.7066 - logits_profile_predictions_loss: 1477.7039 - logcount_predictions_loss: 0.9805 86/1684 [>.............................] - ETA: 4:11 - loss: 1517.8861 - logits_profile_predictions_loss: 1477.8729 - logcount_predictions_loss: 0.9807 87/1684 [>.............................] - ETA: 4:11 - loss: 1518.1631 - logits_profile_predictions_loss: 1478.1380 - logcount_predictions_loss: 0.9810 88/1684 [>.............................] - ETA: 4:10 - loss: 1518.4354 - logits_profile_predictions_loss: 1478.4000 - logcount_predictions_loss: 0.9813 89/1684 [>.............................] - ETA: 4:10 - loss: 1518.6567 - logits_profile_predictions_loss: 1478.6118 - logcount_predictions_loss: 0.9815 90/1684 [>.............................] - ETA: 4:10 - loss: 1518.8921 - logits_profile_predictions_loss: 1478.8380 - logcount_predictions_loss: 0.9817 91/1684 [>.............................] - ETA: 4:10 - loss: 1519.1070 - logits_profile_predictions_loss: 1479.0440 - logcount_predictions_loss: 0.9819 92/1684 [>.............................] - ETA: 4:10 - loss: 1519.3271 - logits_profile_predictions_loss: 1479.2548 - logcount_predictions_loss: 0.9822 93/1684 [>.............................] - ETA: 4:10 - loss: 1519.5535 - logits_profile_predictions_loss: 1479.4711 - logcount_predictions_loss: 0.9824 94/1684 [>.............................] - ETA: 4:10 - loss: 1519.7811 - logits_profile_predictions_loss: 1479.6882 - logcount_predictions_loss: 0.9827 95/1684 [>.............................] - ETA: 4:09 - loss: 1520.0191 - logits_profile_predictions_loss: 1479.9162 - logcount_predictions_loss: 0.9829 96/1684 [>.............................] - ETA: 4:09 - loss: 1520.2475 - logits_profile_predictions_loss: 1480.1347 - logcount_predictions_loss: 0.9832 97/1684 [>.............................] - ETA: 4:09 - loss: 1520.4379 - logits_profile_predictions_loss: 1480.3160 - logcount_predictions_loss: 0.9834 98/1684 [>.............................] - ETA: 4:09 - loss: 1520.6596 - logits_profile_predictions_loss: 1480.5272 - logcount_predictions_loss: 0.9836 99/1684 [>.............................] - ETA: 4:09 - loss: 1520.8811 - logits_profile_predictions_loss: 1480.7385 - logcount_predictions_loss: 0.9839 100/1684 [>.............................] - ETA: 4:09 - loss: 1521.1344 - logits_profile_predictions_loss: 1480.9811 - logcount_predictions_loss: 0.9841 101/1684 [>.............................] - ETA: 4:09 - loss: 1521.3586 - logits_profile_predictions_loss: 1481.1958 - logcount_predictions_loss: 0.9844 102/1684 [>.............................] - ETA: 4:08 - loss: 1521.5823 - logits_profile_predictions_loss: 1481.4110 - logcount_predictions_loss: 0.9846 103/1684 [>.............................] - ETA: 4:08 - loss: 1521.8056 - logits_profile_predictions_loss: 1481.6262 - logcount_predictions_loss: 0.9848 104/1684 [>.............................] - ETA: 4:08 - loss: 1522.0238 - logits_profile_predictions_loss: 1481.8367 - logcount_predictions_loss: 0.9850 105/1684 [>.............................] - ETA: 4:08 - loss: 1522.2019 - logits_profile_predictions_loss: 1482.0067 - logcount_predictions_loss: 0.9852 106/1684 [>.............................] - ETA: 4:08 - loss: 1522.3562 - logits_profile_predictions_loss: 1482.1531 - logcount_predictions_loss: 0.9854 107/1684 [>.............................] - ETA: 4:08 - loss: 1522.5271 - logits_profile_predictions_loss: 1482.3166 - logcount_predictions_loss: 0.9855 108/1684 [>.............................] - ETA: 4:07 - loss: 1522.6828 - logits_profile_predictions_loss: 1482.4656 - logcount_predictions_loss: 0.9857 109/1684 [>.............................] - ETA: 4:07 - loss: 1522.8752 - logits_profile_predictions_loss: 1482.6515 - logcount_predictions_loss: 0.9859 110/1684 [>.............................] - ETA: 4:07 - loss: 1523.1129 - logits_profile_predictions_loss: 1482.8819 - logcount_predictions_loss: 0.9861 111/1684 [>.............................] - ETA: 4:07 - loss: 1523.3811 - logits_profile_predictions_loss: 1483.1421 - logcount_predictions_loss: 0.9862 112/1684 [>.............................] - ETA: 4:07 - loss: 1523.6188 - logits_profile_predictions_loss: 1483.3729 - logcount_predictions_loss: 0.9864 113/1684 [=>............................] - ETA: 4:07 - loss: 1523.8564 - logits_profile_predictions_loss: 1483.6032 - logcount_predictions_loss: 0.9866 114/1684 [=>............................] - ETA: 4:07 - loss: 1524.0634 - logits_profile_predictions_loss: 1483.8031 - logcount_predictions_loss: 0.9868 115/1684 [=>............................] - ETA: 4:06 - loss: 1524.2268 - logits_profile_predictions_loss: 1483.9601 - logcount_predictions_loss: 0.9869 116/1684 [=>............................] - ETA: 4:06 - loss: 1524.3843 - logits_profile_predictions_loss: 1484.1108 - logcount_predictions_loss: 0.9871 117/1684 [=>............................] - ETA: 4:06 - loss: 1524.5668 - logits_profile_predictions_loss: 1484.2863 - logcount_predictions_loss: 0.9873 118/1684 [=>............................] - ETA: 4:06 - loss: 1524.7716 - logits_profile_predictions_loss: 1484.4843 - logcount_predictions_loss: 0.9874 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262/1684 [===>..........................] - ETA: 3:44 - loss: 1535.6532 - logits_profile_predictions_loss: 1494.9402 - logcount_predictions_loss: 0.9979 263/1684 [===>..........................] - ETA: 3:44 - loss: 1535.6764 - logits_profile_predictions_loss: 1494.9634 - logcount_predictions_loss: 0.9979 264/1684 [===>..........................] - ETA: 3:43 - loss: 1535.6975 - logits_profile_predictions_loss: 1494.9844 - logcount_predictions_loss: 0.9979 265/1684 [===>..........................] - ETA: 3:43 - loss: 1535.7129 - logits_profile_predictions_loss: 1494.9997 - logcount_predictions_loss: 0.9979 266/1684 [===>..........................] - ETA: 3:43 - loss: 1535.7265 - logits_profile_predictions_loss: 1495.0133 - logcount_predictions_loss: 0.9979 267/1684 [===>..........................] - ETA: 3:43 - loss: 1535.7418 - logits_profile_predictions_loss: 1495.0286 - logcount_predictions_loss: 0.9979 268/1684 [===>..........................] - ETA: 3:43 - loss: 1535.7509 - logits_profile_predictions_loss: 1495.0377 - logcount_predictions_loss: 0.9979 269/1684 [===>..........................] - ETA: 3:43 - loss: 1535.7583 - logits_profile_predictions_loss: 1495.0452 - logcount_predictions_loss: 0.9979 270/1684 [===>..........................] - ETA: 3:42 - loss: 1535.7681 - logits_profile_predictions_loss: 1495.0552 - logcount_predictions_loss: 0.9979 271/1684 [===>..........................] - ETA: 3:42 - loss: 1535.7784 - logits_profile_predictions_loss: 1495.0656 - logcount_predictions_loss: 0.9979 272/1684 [===>..........................] - ETA: 3:42 - loss: 1535.7899 - logits_profile_predictions_loss: 1495.0771 - logcount_predictions_loss: 0.9979 273/1684 [===>..........................] - ETA: 3:42 - loss: 1535.8000 - logits_profile_predictions_loss: 1495.0873 - logcount_predictions_loss: 0.9979 274/1684 [===>..........................] - ETA: 3:42 - loss: 1535.8093 - logits_profile_predictions_loss: 1495.0966 - logcount_predictions_loss: 0.9979 275/1684 [===>..........................] - ETA: 3:42 - loss: 1535.8147 - logits_profile_predictions_loss: 1495.1021 - logcount_predictions_loss: 0.9979 276/1684 [===>..........................] - ETA: 3:42 - loss: 1535.8229 - logits_profile_predictions_loss: 1495.1103 - logcount_predictions_loss: 0.9979 277/1684 [===>..........................] - ETA: 3:41 - loss: 1535.8292 - logits_profile_predictions_loss: 1495.1167 - logcount_predictions_loss: 0.9979 278/1684 [===>..........................] - ETA: 3:41 - loss: 1535.8350 - logits_profile_predictions_loss: 1495.1226 - logcount_predictions_loss: 0.9979 279/1684 [===>..........................] - ETA: 3:41 - loss: 1535.8386 - logits_profile_predictions_loss: 1495.1262 - logcount_predictions_loss: 0.9979 280/1684 [===>..........................] - ETA: 3:41 - loss: 1535.8412 - logits_profile_predictions_loss: 1495.1289 - logcount_predictions_loss: 0.9979 281/1684 [====>.........................] - ETA: 3:41 - loss: 1535.8408 - logits_profile_predictions_loss: 1495.1285 - logcount_predictions_loss: 0.9979 282/1684 [====>.........................] - ETA: 3:41 - loss: 1535.8391 - logits_profile_predictions_loss: 1495.1268 - logcount_predictions_loss: 0.9979 283/1684 [====>.........................] - ETA: 3:40 - loss: 1535.8345 - logits_profile_predictions_loss: 1495.1220 - logcount_predictions_loss: 0.9979 284/1684 [====>.........................] - ETA: 3:40 - loss: 1535.8298 - logits_profile_predictions_loss: 1495.1172 - logcount_predictions_loss: 0.9979 285/1684 [====>.........................] - ETA: 3:40 - loss: 1535.8252 - logits_profile_predictions_loss: 1495.1127 - logcount_predictions_loss: 0.9979 286/1684 [====>.........................] - ETA: 3:40 - loss: 1535.8172 - logits_profile_predictions_loss: 1495.1048 - logcount_predictions_loss: 0.9979 287/1684 [====>.........................] - ETA: 3:40 - loss: 1535.8084 - logits_profile_predictions_loss: 1495.0964 - logcount_predictions_loss: 0.9978 288/1684 [====>.........................] - ETA: 3:40 - loss: 1535.7970 - logits_profile_predictions_loss: 1495.0853 - logcount_predictions_loss: 0.9978 289/1684 [====>.........................] - ETA: 3:40 - loss: 1535.7884 - logits_profile_predictions_loss: 1495.0771 - logcount_predictions_loss: 0.9978 290/1684 [====>.........................] - ETA: 3:39 - loss: 1535.7787 - logits_profile_predictions_loss: 1495.0679 - logcount_predictions_loss: 0.9978 291/1684 [====>.........................] - ETA: 3:39 - loss: 1535.7656 - logits_profile_predictions_loss: 1495.0553 - logcount_predictions_loss: 0.9978 292/1684 [====>.........................] - ETA: 3:39 - loss: 1535.7515 - logits_profile_predictions_loss: 1495.0417 - logcount_predictions_loss: 0.9978 293/1684 [====>.........................] - ETA: 3:39 - loss: 1535.7377 - logits_profile_predictions_loss: 1495.0284 - logcount_predictions_loss: 0.9978 294/1684 [====>.........................] - ETA: 3:39 - loss: 1535.7251 - logits_profile_predictions_loss: 1495.0164 - logcount_predictions_loss: 0.9978 295/1684 [====>.........................] - ETA: 3:39 - loss: 1535.7170 - logits_profile_predictions_loss: 1495.0088 - logcount_predictions_loss: 0.9978 296/1684 [====>.........................] - ETA: 3:38 - loss: 1535.7060 - logits_profile_predictions_loss: 1494.9981 - logcount_predictions_loss: 0.9977 297/1684 [====>.........................] - ETA: 3:38 - loss: 1535.6943 - logits_profile_predictions_loss: 1494.9869 - logcount_predictions_loss: 0.9977 298/1684 [====>.........................] - ETA: 3:38 - loss: 1535.6849 - logits_profile_predictions_loss: 1494.9778 - logcount_predictions_loss: 0.9977 299/1684 [====>.........................] - ETA: 3:38 - loss: 1535.6729 - logits_profile_predictions_loss: 1494.9661 - logcount_predictions_loss: 0.9977 300/1684 [====>.........................] - ETA: 3:38 - loss: 1535.6624 - logits_profile_predictions_loss: 1494.9561 - logcount_predictions_loss: 0.9977 301/1684 [====>.........................] - ETA: 3:38 - loss: 1535.6485 - logits_profile_predictions_loss: 1494.9426 - logcount_predictions_loss: 0.9977 302/1684 [====>.........................] - ETA: 3:38 - loss: 1535.6337 - logits_profile_predictions_loss: 1494.9282 - logcount_predictions_loss: 0.9977 303/1684 [====>.........................] - ETA: 3:37 - loss: 1535.6173 - logits_profile_predictions_loss: 1494.9123 - logcount_predictions_loss: 0.9977 304/1684 [====>.........................] - ETA: 3:37 - loss: 1535.5982 - logits_profile_predictions_loss: 1494.8936 - logcount_predictions_loss: 0.9977 305/1684 [====>.........................] - ETA: 3:37 - loss: 1535.5793 - logits_profile_predictions_loss: 1494.8751 - logcount_predictions_loss: 0.9977 306/1684 [====>.........................] - ETA: 3:37 - loss: 1535.5606 - logits_profile_predictions_loss: 1494.8568 - logcount_predictions_loss: 0.9976 307/1684 [====>.........................] - ETA: 3:37 - loss: 1535.5433 - logits_profile_predictions_loss: 1494.8400 - logcount_predictions_loss: 0.9976 308/1684 [====>.........................] - ETA: 3:37 - loss: 1535.5289 - logits_profile_predictions_loss: 1494.8261 - logcount_predictions_loss: 0.9976 309/1684 [====>.........................] - ETA: 3:36 - loss: 1535.5143 - logits_profile_predictions_loss: 1494.8120 - logcount_predictions_loss: 0.9976 310/1684 [====>.........................] - ETA: 3:36 - loss: 1535.4995 - logits_profile_predictions_loss: 1494.7979 - logcount_predictions_loss: 0.9976 311/1684 [====>.........................] - ETA: 3:36 - loss: 1535.4827 - logits_profile_predictions_loss: 1494.7817 - logcount_predictions_loss: 0.9976 312/1684 [====>.........................] - ETA: 3:36 - loss: 1535.4690 - logits_profile_predictions_loss: 1494.7685 - logcount_predictions_loss: 0.9976 313/1684 [====>.........................] - ETA: 3:36 - loss: 1535.4560 - logits_profile_predictions_loss: 1494.7559 - logcount_predictions_loss: 0.9976 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logits_profile_predictions_loss: 1494.6813 - logcount_predictions_loss: 0.9975 321/1684 [====>.........................] - ETA: 3:35 - loss: 1535.3679 - logits_profile_predictions_loss: 1494.6706 - logcount_predictions_loss: 0.9975 322/1684 [====>.........................] - ETA: 3:34 - loss: 1535.3582 - logits_profile_predictions_loss: 1494.6611 - logcount_predictions_loss: 0.9975 323/1684 [====>.........................] - ETA: 3:34 - loss: 1535.3484 - logits_profile_predictions_loss: 1494.6517 - logcount_predictions_loss: 0.9975 324/1684 [====>.........................] - ETA: 3:34 - loss: 1535.3352 - logits_profile_predictions_loss: 1494.6390 - logcount_predictions_loss: 0.9975 325/1684 [====>.........................] - ETA: 3:34 - loss: 1535.3236 - logits_profile_predictions_loss: 1494.6280 - logcount_predictions_loss: 0.9974 326/1684 [====>.........................] - ETA: 3:34 - loss: 1535.3117 - logits_profile_predictions_loss: 1494.6166 - logcount_predictions_loss: 0.9974 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logits_profile_predictions_loss: 1494.6272 - logcount_predictions_loss: 0.9973 334/1684 [====>.........................] - ETA: 3:33 - loss: 1535.3225 - logits_profile_predictions_loss: 1494.6314 - logcount_predictions_loss: 0.9973 335/1684 [====>.........................] - ETA: 3:32 - loss: 1535.3239 - logits_profile_predictions_loss: 1494.6332 - logcount_predictions_loss: 0.9973 336/1684 [====>.........................] - ETA: 3:32 - loss: 1535.3246 - logits_profile_predictions_loss: 1494.6342 - logcount_predictions_loss: 0.9973 337/1684 [=====>........................] - ETA: 3:32 - loss: 1535.3253 - logits_profile_predictions_loss: 1494.6353 - logcount_predictions_loss: 0.9973 338/1684 [=====>........................] - ETA: 3:32 - loss: 1535.3277 - logits_profile_predictions_loss: 1494.6382 - logcount_predictions_loss: 0.9973 339/1684 [=====>........................] - ETA: 3:32 - loss: 1535.3291 - logits_profile_predictions_loss: 1494.6401 - logcount_predictions_loss: 0.9973 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logits_profile_predictions_loss: 1494.6657 - logcount_predictions_loss: 0.9972 347/1684 [=====>........................] - ETA: 3:30 - loss: 1535.3540 - logits_profile_predictions_loss: 1494.6696 - logcount_predictions_loss: 0.9972 348/1684 [=====>........................] - ETA: 3:30 - loss: 1535.3550 - logits_profile_predictions_loss: 1494.6713 - logcount_predictions_loss: 0.9972 349/1684 [=====>........................] - ETA: 3:30 - loss: 1535.3571 - logits_profile_predictions_loss: 1494.6741 - logcount_predictions_loss: 0.9971 350/1684 [=====>........................] - ETA: 3:30 - loss: 1535.3595 - logits_profile_predictions_loss: 1494.6774 - logcount_predictions_loss: 0.9971 351/1684 [=====>........................] - ETA: 3:30 - loss: 1535.3629 - logits_profile_predictions_loss: 1494.6817 - logcount_predictions_loss: 0.9971 352/1684 [=====>........................] - ETA: 3:30 - loss: 1535.3642 - logits_profile_predictions_loss: 1494.6838 - logcount_predictions_loss: 0.9971 353/1684 [=====>........................] - ETA: 3:30 - loss: 1535.3641 - logits_profile_predictions_loss: 1494.6847 - logcount_predictions_loss: 0.9970 354/1684 [=====>........................] - ETA: 3:29 - loss: 1535.3683 - logits_profile_predictions_loss: 1494.6898 - logcount_predictions_loss: 0.9970 355/1684 [=====>........................] - ETA: 3:29 - loss: 1535.3747 - logits_profile_predictions_loss: 1494.6971 - logcount_predictions_loss: 0.9970 356/1684 [=====>........................] - ETA: 3:29 - loss: 1535.3776 - logits_profile_predictions_loss: 1494.7011 - logcount_predictions_loss: 0.9970 357/1684 [=====>........................] - ETA: 3:29 - loss: 1535.3793 - logits_profile_predictions_loss: 1494.7037 - logcount_predictions_loss: 0.9970 358/1684 [=====>........................] - ETA: 3:29 - loss: 1535.3831 - logits_profile_predictions_loss: 1494.7085 - logcount_predictions_loss: 0.9969 359/1684 [=====>........................] - ETA: 3:29 - loss: 1535.3885 - logits_profile_predictions_loss: 1494.7149 - logcount_predictions_loss: 0.9969 360/1684 [=====>........................] - ETA: 3:28 - loss: 1535.3936 - logits_profile_predictions_loss: 1494.7211 - logcount_predictions_loss: 0.9969 361/1684 [=====>........................] - ETA: 3:28 - loss: 1535.3972 - logits_profile_predictions_loss: 1494.7257 - logcount_predictions_loss: 0.9969 362/1684 [=====>........................] - ETA: 3:28 - loss: 1535.4016 - logits_profile_predictions_loss: 1494.7310 - logcount_predictions_loss: 0.9968 363/1684 [=====>........................] - ETA: 3:28 - loss: 1535.4106 - logits_profile_predictions_loss: 1494.7408 - logcount_predictions_loss: 0.9968 364/1684 [=====>........................] - ETA: 3:28 - loss: 1535.4223 - logits_profile_predictions_loss: 1494.7536 - logcount_predictions_loss: 0.9968 365/1684 [=====>........................] - ETA: 3:28 - loss: 1535.4342 - logits_profile_predictions_loss: 1494.7665 - logcount_predictions_loss: 0.9968 366/1684 [=====>........................] - ETA: 3:28 - loss: 1535.4432 - logits_profile_predictions_loss: 1494.7766 - logcount_predictions_loss: 0.9967 367/1684 [=====>........................] - ETA: 3:27 - loss: 1535.4512 - logits_profile_predictions_loss: 1494.7857 - logcount_predictions_loss: 0.9967 368/1684 [=====>........................] - ETA: 3:27 - loss: 1535.4575 - logits_profile_predictions_loss: 1494.7932 - logcount_predictions_loss: 0.9967 369/1684 [=====>........................] - ETA: 3:27 - loss: 1535.4602 - logits_profile_predictions_loss: 1494.7971 - logcount_predictions_loss: 0.9966 370/1684 [=====>........................] - ETA: 3:27 - loss: 1535.4611 - logits_profile_predictions_loss: 1494.7994 - logcount_predictions_loss: 0.9966 371/1684 [=====>........................] - ETA: 3:27 - loss: 1535.4639 - logits_profile_predictions_loss: 1494.8035 - logcount_predictions_loss: 0.9966 372/1684 [=====>........................] - ETA: 3:27 - loss: 1535.4653 - logits_profile_predictions_loss: 1494.8064 - logcount_predictions_loss: 0.9965 373/1684 [=====>........................] - ETA: 3:26 - loss: 1535.4694 - logits_profile_predictions_loss: 1494.8119 - logcount_predictions_loss: 0.9965 374/1684 [=====>........................] - ETA: 3:26 - loss: 1535.4711 - logits_profile_predictions_loss: 1494.8150 - logcount_predictions_loss: 0.9965 375/1684 [=====>........................] - ETA: 3:26 - loss: 1535.4702 - logits_profile_predictions_loss: 1494.8155 - logcount_predictions_loss: 0.9964 376/1684 [=====>........................] - ETA: 3:26 - loss: 1535.4705 - logits_profile_predictions_loss: 1494.8172 - logcount_predictions_loss: 0.9964 377/1684 [=====>........................] - ETA: 3:26 - loss: 1535.4697 - logits_profile_predictions_loss: 1494.8179 - logcount_predictions_loss: 0.9964 378/1684 [=====>........................] - ETA: 3:26 - loss: 1535.4693 - logits_profile_predictions_loss: 1494.8189 - logcount_predictions_loss: 0.9963 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val_logits_profile_predictions_loss: 1900.7083 - val_logcount_predictions_loss: 1.0001 + +Epoch 00009: val_loss improved from 1943.50037 to 1941.51160, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR250GDW//chrombppnet_model_encsr283tme_bias_fold_1/chrombpnet.h5 +Epoch 10/50 + 1/1684 [..............................] - ETA: 6:04 - loss: 1568.6523 - logits_profile_predictions_loss: 1533.3276 - logcount_predictions_loss: 0.8658 2/1684 [..............................] - ETA: 4:22 - loss: 1539.8779 - logits_profile_predictions_loss: 1502.8135 - logcount_predictions_loss: 0.9084 3/1684 [..............................] - ETA: 4:22 - loss: 1551.6125 - logits_profile_predictions_loss: 1513.7771 - logcount_predictions_loss: 0.9273 4/1684 [..............................] - ETA: 4:22 - loss: 1522.7881 - logits_profile_predictions_loss: 1485.3269 - logcount_predictions_loss: 0.9182 5/1684 [..............................] - ETA: 4:22 - loss: 1500.9915 - 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logits_profile_predictions_loss: 1470.7422 - logcount_predictions_loss: 0.9372 188/1684 [==>...........................] - ETA: 3:55 - loss: 1509.0973 - logits_profile_predictions_loss: 1470.8585 - logcount_predictions_loss: 0.9372 189/1684 [==>...........................] - ETA: 3:55 - loss: 1509.2035 - logits_profile_predictions_loss: 1470.9642 - logcount_predictions_loss: 0.9372 190/1684 [==>...........................] - ETA: 3:55 - loss: 1509.3083 - logits_profile_predictions_loss: 1471.0685 - logcount_predictions_loss: 0.9373 191/1684 [==>...........................] - ETA: 3:54 - loss: 1509.4039 - logits_profile_predictions_loss: 1471.1631 - logcount_predictions_loss: 0.9373 192/1684 [==>...........................] - ETA: 3:54 - loss: 1509.4981 - logits_profile_predictions_loss: 1471.2566 - logcount_predictions_loss: 0.9373 193/1684 [==>...........................] - ETA: 3:54 - loss: 1509.5889 - logits_profile_predictions_loss: 1471.3464 - logcount_predictions_loss: 0.9373 194/1684 [==>...........................] - ETA: 3:54 - loss: 1509.6882 - logits_profile_predictions_loss: 1471.4447 - logcount_predictions_loss: 0.9373 195/1684 [==>...........................] - ETA: 3:54 - loss: 1509.7845 - logits_profile_predictions_loss: 1471.5398 - logcount_predictions_loss: 0.9374 196/1684 [==>...........................] - ETA: 3:54 - loss: 1509.8794 - logits_profile_predictions_loss: 1471.6337 - logcount_predictions_loss: 0.9374 197/1684 [==>...........................] - ETA: 3:54 - loss: 1509.9703 - logits_profile_predictions_loss: 1471.7236 - logcount_predictions_loss: 0.9374 198/1684 [==>...........................] - ETA: 3:53 - loss: 1510.0636 - logits_profile_predictions_loss: 1471.8159 - logcount_predictions_loss: 0.9374 199/1684 [==>...........................] - ETA: 3:53 - loss: 1510.1606 - logits_profile_predictions_loss: 1471.9121 - logcount_predictions_loss: 0.9375 200/1684 [==>...........................] - ETA: 3:53 - loss: 1510.2564 - logits_profile_predictions_loss: 1472.0072 - logcount_predictions_loss: 0.9375 201/1684 [==>...........................] - ETA: 3:53 - loss: 1510.3481 - logits_profile_predictions_loss: 1472.0982 - logcount_predictions_loss: 0.9375 202/1684 [==>...........................] - ETA: 3:53 - loss: 1510.4360 - logits_profile_predictions_loss: 1472.1855 - logcount_predictions_loss: 0.9375 203/1684 [==>...........................] - ETA: 3:53 - loss: 1510.5369 - logits_profile_predictions_loss: 1472.2857 - logcount_predictions_loss: 0.9375 204/1684 [==>...........................] - ETA: 3:52 - loss: 1510.6386 - logits_profile_predictions_loss: 1472.3866 - logcount_predictions_loss: 0.9376 205/1684 [==>...........................] - ETA: 3:52 - loss: 1510.7400 - logits_profile_predictions_loss: 1472.4872 - logcount_predictions_loss: 0.9376 206/1684 [==>...........................] - ETA: 3:52 - loss: 1510.8374 - logits_profile_predictions_loss: 1472.5838 - logcount_predictions_loss: 0.9376 207/1684 [==>...........................] - ETA: 3:52 - loss: 1510.9416 - logits_profile_predictions_loss: 1472.6872 - logcount_predictions_loss: 0.9376 208/1684 [==>...........................] - ETA: 3:52 - loss: 1511.0446 - logits_profile_predictions_loss: 1472.7895 - logcount_predictions_loss: 0.9376 209/1684 [==>...........................] - ETA: 3:52 - loss: 1511.1370 - logits_profile_predictions_loss: 1472.8815 - logcount_predictions_loss: 0.9376 210/1684 [==>...........................] - ETA: 3:52 - loss: 1511.2221 - logits_profile_predictions_loss: 1472.9661 - logcount_predictions_loss: 0.9377 211/1684 [==>...........................] - ETA: 3:51 - loss: 1511.3093 - logits_profile_predictions_loss: 1473.0531 - logcount_predictions_loss: 0.9377 212/1684 [==>...........................] - ETA: 3:51 - loss: 1511.3883 - logits_profile_predictions_loss: 1473.1321 - logcount_predictions_loss: 0.9377 213/1684 [==>...........................] - ETA: 3:51 - loss: 1511.4702 - logits_profile_predictions_loss: 1473.2138 - logcount_predictions_loss: 0.9377 214/1684 [==>...........................] - ETA: 3:51 - loss: 1511.5512 - logits_profile_predictions_loss: 1473.2949 - logcount_predictions_loss: 0.9377 215/1684 [==>...........................] - ETA: 3:51 - loss: 1511.6344 - logits_profile_predictions_loss: 1473.3785 - logcount_predictions_loss: 0.9376 216/1684 [==>...........................] - ETA: 3:51 - loss: 1511.7218 - logits_profile_predictions_loss: 1473.4665 - logcount_predictions_loss: 0.9376 217/1684 [==>...........................] - ETA: 3:50 - loss: 1511.8084 - logits_profile_predictions_loss: 1473.5534 - logcount_predictions_loss: 0.9376 218/1684 [==>...........................] - ETA: 3:50 - loss: 1511.8931 - logits_profile_predictions_loss: 1473.6385 - logcount_predictions_loss: 0.9376 219/1684 [==>...........................] - ETA: 3:50 - loss: 1511.9768 - logits_profile_predictions_loss: 1473.7225 - logcount_predictions_loss: 0.9376 220/1684 [==>...........................] - ETA: 3:50 - loss: 1512.0524 - logits_profile_predictions_loss: 1473.7985 - logcount_predictions_loss: 0.9376 221/1684 [==>...........................] - ETA: 3:50 - loss: 1512.1275 - logits_profile_predictions_loss: 1473.8739 - logcount_predictions_loss: 0.9376 222/1684 [==>...........................] - ETA: 3:50 - loss: 1512.2123 - logits_profile_predictions_loss: 1473.9589 - logcount_predictions_loss: 0.9376 223/1684 [==>...........................] - ETA: 3:50 - loss: 1512.2923 - logits_profile_predictions_loss: 1474.0392 - logcount_predictions_loss: 0.9376 224/1684 [==>...........................] - ETA: 3:49 - loss: 1512.3674 - logits_profile_predictions_loss: 1474.1147 - logcount_predictions_loss: 0.9376 225/1684 [===>..........................] - ETA: 3:49 - loss: 1512.4417 - logits_profile_predictions_loss: 1474.1895 - logcount_predictions_loss: 0.9376 226/1684 [===>..........................] - ETA: 3:49 - loss: 1512.5163 - logits_profile_predictions_loss: 1474.2647 - logcount_predictions_loss: 0.9375 227/1684 [===>..........................] - ETA: 3:49 - loss: 1512.5896 - logits_profile_predictions_loss: 1474.3384 - logcount_predictions_loss: 0.9375 228/1684 [===>..........................] - ETA: 3:49 - loss: 1512.6615 - logits_profile_predictions_loss: 1474.4106 - logcount_predictions_loss: 0.9375 229/1684 [===>..........................] - ETA: 3:49 - loss: 1512.7299 - logits_profile_predictions_loss: 1474.4794 - logcount_predictions_loss: 0.9375 230/1684 [===>..........................] - ETA: 3:49 - loss: 1512.7990 - logits_profile_predictions_loss: 1474.5488 - logcount_predictions_loss: 0.9375 231/1684 [===>..........................] - ETA: 3:48 - loss: 1512.8677 - logits_profile_predictions_loss: 1474.6178 - logcount_predictions_loss: 0.9375 232/1684 [===>..........................] - ETA: 3:48 - loss: 1512.9389 - logits_profile_predictions_loss: 1474.6893 - logcount_predictions_loss: 0.9375 233/1684 [===>..........................] - ETA: 3:48 - loss: 1513.0170 - logits_profile_predictions_loss: 1474.7676 - logcount_predictions_loss: 0.9375 234/1684 [===>..........................] - ETA: 3:48 - loss: 1513.0938 - logits_profile_predictions_loss: 1474.8442 - logcount_predictions_loss: 0.9375 235/1684 [===>..........................] - ETA: 3:48 - loss: 1513.1772 - logits_profile_predictions_loss: 1474.9273 - logcount_predictions_loss: 0.9375 236/1684 [===>..........................] - ETA: 3:48 - loss: 1513.2600 - logits_profile_predictions_loss: 1475.0100 - logcount_predictions_loss: 0.9375 237/1684 [===>..........................] - ETA: 3:47 - loss: 1513.3361 - logits_profile_predictions_loss: 1475.0857 - logcount_predictions_loss: 0.9375 238/1684 [===>..........................] - ETA: 3:47 - loss: 1513.4060 - logits_profile_predictions_loss: 1475.1552 - logcount_predictions_loss: 0.9375 239/1684 [===>..........................] - ETA: 3:47 - loss: 1513.4757 - logits_profile_predictions_loss: 1475.2244 - logcount_predictions_loss: 0.9375 240/1684 [===>..........................] - ETA: 3:47 - loss: 1513.5450 - logits_profile_predictions_loss: 1475.2933 - logcount_predictions_loss: 0.9375 241/1684 [===>..........................] - ETA: 3:47 - loss: 1513.6119 - logits_profile_predictions_loss: 1475.3598 - logcount_predictions_loss: 0.9376 242/1684 [===>..........................] - ETA: 3:47 - loss: 1513.6808 - logits_profile_predictions_loss: 1475.4283 - logcount_predictions_loss: 0.9376 243/1684 [===>..........................] - ETA: 3:47 - loss: 1513.7460 - logits_profile_predictions_loss: 1475.4933 - logcount_predictions_loss: 0.9376 244/1684 [===>..........................] - ETA: 3:46 - loss: 1513.8122 - logits_profile_predictions_loss: 1475.5594 - logcount_predictions_loss: 0.9376 245/1684 [===>..........................] - ETA: 3:46 - loss: 1513.8716 - logits_profile_predictions_loss: 1475.6184 - logcount_predictions_loss: 0.9376 246/1684 [===>..........................] - ETA: 3:46 - loss: 1513.9314 - logits_profile_predictions_loss: 1475.6776 - logcount_predictions_loss: 0.9376 247/1684 [===>..........................] - ETA: 3:46 - loss: 1513.9880 - logits_profile_predictions_loss: 1475.7336 - logcount_predictions_loss: 0.9376 248/1684 [===>..........................] - ETA: 3:46 - loss: 1514.0491 - logits_profile_predictions_loss: 1475.7941 - logcount_predictions_loss: 0.9376 249/1684 [===>..........................] - ETA: 3:46 - loss: 1514.1045 - logits_profile_predictions_loss: 1475.8489 - logcount_predictions_loss: 0.9376 250/1684 [===>..........................] - ETA: 3:45 - loss: 1514.1642 - logits_profile_predictions_loss: 1475.9080 - logcount_predictions_loss: 0.9377 251/1684 [===>..........................] - ETA: 3:45 - loss: 1514.2258 - logits_profile_predictions_loss: 1475.9692 - logcount_predictions_loss: 0.9377 252/1684 [===>..........................] - ETA: 3:45 - loss: 1514.2832 - logits_profile_predictions_loss: 1476.0261 - logcount_predictions_loss: 0.9377 253/1684 [===>..........................] - ETA: 3:45 - loss: 1514.3423 - logits_profile_predictions_loss: 1476.0846 - logcount_predictions_loss: 0.9377 254/1684 [===>..........................] - ETA: 3:45 - loss: 1514.4103 - logits_profile_predictions_loss: 1476.1520 - logcount_predictions_loss: 0.9377 255/1684 [===>..........................] - ETA: 3:45 - loss: 1514.4752 - logits_profile_predictions_loss: 1476.2164 - logcount_predictions_loss: 0.9377 256/1684 [===>..........................] - ETA: 3:45 - loss: 1514.5401 - logits_profile_predictions_loss: 1476.2808 - logcount_predictions_loss: 0.9377 257/1684 [===>..........................] - ETA: 3:44 - loss: 1514.5984 - logits_profile_predictions_loss: 1476.3386 - logcount_predictions_loss: 0.9377 258/1684 [===>..........................] - ETA: 3:44 - loss: 1514.6544 - logits_profile_predictions_loss: 1476.3941 - logcount_predictions_loss: 0.9378 259/1684 [===>..........................] - ETA: 3:44 - loss: 1514.7033 - logits_profile_predictions_loss: 1476.4425 - logcount_predictions_loss: 0.9378 260/1684 [===>..........................] - ETA: 3:44 - loss: 1514.7483 - logits_profile_predictions_loss: 1476.4870 - logcount_predictions_loss: 0.9378 261/1684 [===>..........................] - ETA: 3:44 - loss: 1514.7897 - logits_profile_predictions_loss: 1476.5280 - logcount_predictions_loss: 0.9378 262/1684 [===>..........................] - ETA: 3:44 - loss: 1514.8298 - logits_profile_predictions_loss: 1476.5674 - logcount_predictions_loss: 0.9378 263/1684 [===>..........................] - ETA: 3:43 - loss: 1514.8655 - logits_profile_predictions_loss: 1476.6025 - logcount_predictions_loss: 0.9378 264/1684 [===>..........................] - ETA: 3:43 - loss: 1514.8940 - logits_profile_predictions_loss: 1476.6304 - logcount_predictions_loss: 0.9378 265/1684 [===>..........................] - ETA: 3:43 - loss: 1514.9251 - logits_profile_predictions_loss: 1476.6608 - logcount_predictions_loss: 0.9379 266/1684 [===>..........................] - ETA: 3:43 - loss: 1514.9592 - logits_profile_predictions_loss: 1476.6939 - logcount_predictions_loss: 0.9379 267/1684 [===>..........................] - ETA: 3:43 - loss: 1514.9862 - logits_profile_predictions_loss: 1476.7200 - logcount_predictions_loss: 0.9379 268/1684 [===>..........................] - ETA: 3:43 - loss: 1515.0141 - logits_profile_predictions_loss: 1476.7471 - logcount_predictions_loss: 0.9379 269/1684 [===>..........................] - ETA: 3:42 - loss: 1515.0359 - logits_profile_predictions_loss: 1476.7684 - logcount_predictions_loss: 0.9379 270/1684 [===>..........................] - ETA: 3:42 - loss: 1515.0547 - logits_profile_predictions_loss: 1476.7867 - logcount_predictions_loss: 0.9379 271/1684 [===>..........................] - ETA: 3:42 - loss: 1515.0733 - logits_profile_predictions_loss: 1476.8047 - logcount_predictions_loss: 0.9380 272/1684 [===>..........................] - ETA: 3:42 - loss: 1515.0891 - logits_profile_predictions_loss: 1476.8199 - logcount_predictions_loss: 0.9380 273/1684 [===>..........................] - ETA: 3:42 - loss: 1515.1027 - logits_profile_predictions_loss: 1476.8327 - logcount_predictions_loss: 0.9380 274/1684 [===>..........................] - ETA: 3:42 - loss: 1515.1182 - logits_profile_predictions_loss: 1476.8474 - logcount_predictions_loss: 0.9380 275/1684 [===>..........................] - ETA: 3:42 - loss: 1515.1364 - logits_profile_predictions_loss: 1476.8647 - logcount_predictions_loss: 0.9380 276/1684 [===>..........................] - ETA: 3:41 - loss: 1515.1523 - logits_profile_predictions_loss: 1476.8797 - logcount_predictions_loss: 0.9381 277/1684 [===>..........................] - ETA: 3:41 - loss: 1515.1649 - logits_profile_predictions_loss: 1476.8915 - logcount_predictions_loss: 0.9381 278/1684 [===>..........................] - ETA: 3:41 - loss: 1515.1742 - logits_profile_predictions_loss: 1476.9001 - logcount_predictions_loss: 0.9381 279/1684 [===>..........................] - ETA: 3:41 - loss: 1515.1829 - logits_profile_predictions_loss: 1476.9081 - logcount_predictions_loss: 0.9381 280/1684 [===>..........................] - ETA: 3:41 - loss: 1515.1910 - logits_profile_predictions_loss: 1476.9153 - logcount_predictions_loss: 0.9381 281/1684 [====>.........................] - ETA: 3:41 - loss: 1515.1993 - logits_profile_predictions_loss: 1476.9227 - logcount_predictions_loss: 0.9382 282/1684 [====>.........................] - ETA: 3:40 - loss: 1515.2097 - logits_profile_predictions_loss: 1476.9321 - logcount_predictions_loss: 0.9382 283/1684 [====>.........................] - ETA: 3:40 - loss: 1515.2165 - logits_profile_predictions_loss: 1476.9381 - logcount_predictions_loss: 0.9382 284/1684 [====>.........................] - ETA: 3:40 - loss: 1515.2263 - logits_profile_predictions_loss: 1476.9470 - logcount_predictions_loss: 0.9382 285/1684 [====>.........................] - ETA: 3:40 - loss: 1515.2380 - logits_profile_predictions_loss: 1476.9578 - logcount_predictions_loss: 0.9382 286/1684 [====>.........................] - ETA: 3:40 - loss: 1515.2518 - logits_profile_predictions_loss: 1476.9706 - logcount_predictions_loss: 0.9383 287/1684 [====>.........................] - ETA: 3:40 - loss: 1515.2661 - logits_profile_predictions_loss: 1476.9842 - logcount_predictions_loss: 0.9383 288/1684 [====>.........................] - ETA: 3:40 - loss: 1515.2766 - logits_profile_predictions_loss: 1476.9941 - logcount_predictions_loss: 0.9383 289/1684 [====>.........................] - ETA: 3:39 - loss: 1515.2855 - logits_profile_predictions_loss: 1477.0023 - logcount_predictions_loss: 0.9383 290/1684 [====>.........................] - ETA: 3:39 - loss: 1515.2933 - logits_profile_predictions_loss: 1477.0095 - logcount_predictions_loss: 0.9383 291/1684 [====>.........................] - ETA: 3:39 - loss: 1515.2999 - logits_profile_predictions_loss: 1477.0152 - logcount_predictions_loss: 0.9384 292/1684 [====>.........................] - ETA: 3:39 - loss: 1515.3051 - logits_profile_predictions_loss: 1477.0196 - logcount_predictions_loss: 0.9384 293/1684 [====>.........................] - ETA: 3:39 - loss: 1515.3107 - logits_profile_predictions_loss: 1477.0243 - logcount_predictions_loss: 0.9384 294/1684 [====>.........................] - ETA: 3:39 - loss: 1515.3123 - logits_profile_predictions_loss: 1477.0251 - logcount_predictions_loss: 0.9384 295/1684 [====>.........................] - ETA: 3:38 - loss: 1515.3088 - logits_profile_predictions_loss: 1477.0206 - logcount_predictions_loss: 0.9384 296/1684 [====>.........................] - ETA: 3:38 - loss: 1515.3042 - logits_profile_predictions_loss: 1477.0152 - logcount_predictions_loss: 0.9385 297/1684 [====>.........................] - ETA: 3:38 - loss: 1515.2976 - logits_profile_predictions_loss: 1477.0079 - logcount_predictions_loss: 0.9385 298/1684 [====>.........................] - ETA: 3:38 - loss: 1515.2953 - logits_profile_predictions_loss: 1477.0048 - logcount_predictions_loss: 0.9385 299/1684 [====>.........................] - ETA: 3:38 - loss: 1515.2941 - logits_profile_predictions_loss: 1477.0030 - logcount_predictions_loss: 0.9385 300/1684 [====>.........................] - ETA: 3:38 - loss: 1515.2895 - logits_profile_predictions_loss: 1476.9978 - logcount_predictions_loss: 0.9385 301/1684 [====>.........................] - ETA: 3:38 - loss: 1515.2858 - logits_profile_predictions_loss: 1476.9935 - logcount_predictions_loss: 0.9385 302/1684 [====>.........................] - ETA: 3:37 - loss: 1515.2854 - logits_profile_predictions_loss: 1476.9926 - logcount_predictions_loss: 0.9386 303/1684 [====>.........................] - ETA: 3:37 - loss: 1515.2885 - logits_profile_predictions_loss: 1476.9951 - logcount_predictions_loss: 0.9386 304/1684 [====>.........................] - ETA: 3:37 - loss: 1515.3002 - logits_profile_predictions_loss: 1477.0060 - logcount_predictions_loss: 0.9386 305/1684 [====>.........................] - ETA: 3:37 - loss: 1515.3155 - logits_profile_predictions_loss: 1477.0205 - logcount_predictions_loss: 0.9386 306/1684 [====>.........................] - ETA: 3:37 - loss: 1515.3335 - logits_profile_predictions_loss: 1477.0376 - logcount_predictions_loss: 0.9386 307/1684 [====>.........................] - ETA: 3:37 - loss: 1515.3465 - logits_profile_predictions_loss: 1477.0497 - logcount_predictions_loss: 0.9387 308/1684 [====>.........................] - ETA: 3:36 - loss: 1515.3609 - logits_profile_predictions_loss: 1477.0632 - logcount_predictions_loss: 0.9387 309/1684 [====>.........................] - ETA: 3:36 - loss: 1515.3741 - logits_profile_predictions_loss: 1477.0755 - logcount_predictions_loss: 0.9387 310/1684 [====>.........................] - ETA: 3:36 - loss: 1515.3864 - logits_profile_predictions_loss: 1477.0870 - logcount_predictions_loss: 0.9387 311/1684 [====>.........................] - ETA: 3:36 - loss: 1515.3955 - logits_profile_predictions_loss: 1477.0953 - logcount_predictions_loss: 0.9387 312/1684 [====>.........................] - ETA: 3:36 - loss: 1515.4061 - logits_profile_predictions_loss: 1477.1051 - logcount_predictions_loss: 0.9388 313/1684 [====>.........................] - ETA: 3:36 - loss: 1515.4152 - logits_profile_predictions_loss: 1477.1135 - logcount_predictions_loss: 0.9388 314/1684 [====>.........................] - ETA: 3:35 - loss: 1515.4214 - logits_profile_predictions_loss: 1477.1191 - logcount_predictions_loss: 0.9388 315/1684 [====>.........................] - ETA: 3:35 - loss: 1515.4268 - logits_profile_predictions_loss: 1477.1239 - logcount_predictions_loss: 0.9388 316/1684 [====>.........................] - ETA: 3:35 - loss: 1515.4330 - logits_profile_predictions_loss: 1477.1294 - logcount_predictions_loss: 0.9388 317/1684 [====>.........................] - ETA: 3:35 - loss: 1515.4366 - 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logits_profile_predictions_loss: 1477.1624 - logcount_predictions_loss: 0.9393 344/1684 [=====>........................] - ETA: 3:31 - loss: 1515.4823 - logits_profile_predictions_loss: 1477.1602 - logcount_predictions_loss: 0.9393 345/1684 [=====>........................] - ETA: 3:31 - loss: 1515.4803 - logits_profile_predictions_loss: 1477.1576 - logcount_predictions_loss: 0.9393 346/1684 [=====>........................] - ETA: 3:30 - loss: 1515.4758 - logits_profile_predictions_loss: 1477.1525 - logcount_predictions_loss: 0.9393 347/1684 [=====>........................] - ETA: 3:30 - loss: 1515.4691 - logits_profile_predictions_loss: 1477.1453 - logcount_predictions_loss: 0.9393 348/1684 [=====>........................] - ETA: 3:30 - loss: 1515.4613 - logits_profile_predictions_loss: 1477.1369 - logcount_predictions_loss: 0.9393 349/1684 [=====>........................] - ETA: 3:30 - loss: 1515.4506 - logits_profile_predictions_loss: 1477.1256 - logcount_predictions_loss: 0.9393 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3:43 - loss: 1582.7458 - logits_profile_predictions_loss: 1542.9143 - logcount_predictions_loss: 0.9763 259/1684 [===>..........................] - ETA: 3:43 - loss: 1582.5968 - logits_profile_predictions_loss: 1542.7687 - logcount_predictions_loss: 0.9762 260/1684 [===>..........................] - ETA: 3:43 - loss: 1582.4488 - logits_profile_predictions_loss: 1542.6241 - logcount_predictions_loss: 0.9761 261/1684 [===>..........................] - ETA: 3:43 - loss: 1582.2949 - logits_profile_predictions_loss: 1542.4732 - logcount_predictions_loss: 0.9760 262/1684 [===>..........................] - ETA: 3:43 - loss: 1582.1405 - logits_profile_predictions_loss: 1542.3218 - logcount_predictions_loss: 0.9759 263/1684 [===>..........................] - ETA: 3:43 - loss: 1581.9849 - logits_profile_predictions_loss: 1542.1692 - logcount_predictions_loss: 0.9759 264/1684 [===>..........................] - ETA: 3:43 - loss: 1581.8343 - logits_profile_predictions_loss: 1542.0216 - 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3:42 - loss: 1580.8215 - logits_profile_predictions_loss: 1541.0295 - logcount_predictions_loss: 0.9753 272/1684 [===>..........................] - ETA: 3:41 - loss: 1580.6792 - logits_profile_predictions_loss: 1540.8900 - logcount_predictions_loss: 0.9752 273/1684 [===>..........................] - ETA: 3:41 - loss: 1580.5362 - logits_profile_predictions_loss: 1540.7498 - logcount_predictions_loss: 0.9752 274/1684 [===>..........................] - ETA: 3:41 - loss: 1580.3933 - logits_profile_predictions_loss: 1540.6096 - logcount_predictions_loss: 0.9751 275/1684 [===>..........................] - ETA: 3:41 - loss: 1580.2471 - logits_profile_predictions_loss: 1540.4662 - logcount_predictions_loss: 0.9750 276/1684 [===>..........................] - ETA: 3:41 - loss: 1580.0982 - logits_profile_predictions_loss: 1540.3203 - logcount_predictions_loss: 0.9749 277/1684 [===>..........................] - ETA: 3:41 - loss: 1579.9489 - logits_profile_predictions_loss: 1540.1740 - 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3:34 - loss: 1573.4829 - logits_profile_predictions_loss: 1533.8293 - logcount_predictions_loss: 0.9719 324/1684 [====>.........................] - ETA: 3:33 - loss: 1573.3426 - logits_profile_predictions_loss: 1533.6910 - logcount_predictions_loss: 0.9719 325/1684 [====>.........................] - ETA: 3:33 - loss: 1573.2076 - logits_profile_predictions_loss: 1533.5578 - logcount_predictions_loss: 0.9718 326/1684 [====>.........................] - ETA: 3:33 - loss: 1573.0732 - logits_profile_predictions_loss: 1533.4251 - logcount_predictions_loss: 0.9718 327/1684 [====>.........................] - ETA: 3:33 - loss: 1572.9395 - logits_profile_predictions_loss: 1533.2929 - logcount_predictions_loss: 0.9717 328/1684 [====>.........................] - ETA: 3:33 - loss: 1572.8077 - logits_profile_predictions_loss: 1533.1626 - logcount_predictions_loss: 0.9717 329/1684 [====>.........................] - ETA: 3:33 - loss: 1572.6778 - logits_profile_predictions_loss: 1533.0340 - logcount_predictions_loss: 0.9717 330/1684 [====>.........................] - ETA: 3:33 - loss: 1572.5461 - logits_profile_predictions_loss: 1532.9037 - logcount_predictions_loss: 0.9716 331/1684 [====>.........................] - ETA: 3:32 - loss: 1572.4176 - logits_profile_predictions_loss: 1532.7767 - logcount_predictions_loss: 0.9716 332/1684 [====>.........................] - ETA: 3:32 - loss: 1572.2967 - logits_profile_predictions_loss: 1532.6571 - logcount_predictions_loss: 0.9716 333/1684 [====>.........................] - ETA: 3:32 - loss: 1572.1767 - logits_profile_predictions_loss: 1532.5385 - logcount_predictions_loss: 0.9715 334/1684 [====>.........................] - ETA: 3:32 - loss: 1572.0550 - logits_profile_predictions_loss: 1532.4182 - logcount_predictions_loss: 0.9715 335/1684 [====>.........................] - ETA: 3:32 - loss: 1571.9326 - logits_profile_predictions_loss: 1532.2972 - logcount_predictions_loss: 0.9715 336/1684 [====>.........................] - ETA: 3:32 - loss: 1571.8145 - logits_profile_predictions_loss: 1532.1807 - logcount_predictions_loss: 0.9714 337/1684 [=====>........................] - ETA: 3:31 - loss: 1571.6945 - logits_profile_predictions_loss: 1532.0621 - logcount_predictions_loss: 0.9714 338/1684 [=====>........................] - ETA: 3:31 - loss: 1571.5745 - logits_profile_predictions_loss: 1531.9436 - logcount_predictions_loss: 0.9713 339/1684 [=====>........................] - ETA: 3:31 - loss: 1571.4584 - logits_profile_predictions_loss: 1531.8291 - logcount_predictions_loss: 0.9713 340/1684 [=====>........................] - ETA: 3:31 - loss: 1571.3411 - logits_profile_predictions_loss: 1531.7133 - logcount_predictions_loss: 0.9713 341/1684 [=====>........................] - ETA: 3:31 - loss: 1571.2217 - logits_profile_predictions_loss: 1531.5956 - logcount_predictions_loss: 0.9712 342/1684 [=====>........................] - ETA: 3:31 - loss: 1571.1004 - logits_profile_predictions_loss: 1531.4759 - logcount_predictions_loss: 0.9712 343/1684 [=====>........................] - ETA: 3:31 - loss: 1570.9787 - logits_profile_predictions_loss: 1531.3558 - logcount_predictions_loss: 0.9711 344/1684 [=====>........................] - ETA: 3:30 - loss: 1570.8554 - logits_profile_predictions_loss: 1531.2342 - logcount_predictions_loss: 0.9711 345/1684 [=====>........................] - ETA: 3:30 - loss: 1570.7328 - logits_profile_predictions_loss: 1531.1133 - logcount_predictions_loss: 0.9711 346/1684 [=====>........................] - ETA: 3:30 - loss: 1570.6083 - logits_profile_predictions_loss: 1530.9904 - logcount_predictions_loss: 0.9710 347/1684 [=====>........................] - ETA: 3:30 - loss: 1570.4809 - logits_profile_predictions_loss: 1530.8647 - logcount_predictions_loss: 0.9710 348/1684 [=====>........................] - ETA: 3:30 - loss: 1570.3539 - logits_profile_predictions_loss: 1530.7392 - logcount_predictions_loss: 0.9709 349/1684 [=====>........................] - ETA: 3:30 - loss: 1570.2275 - logits_profile_predictions_loss: 1530.6142 - logcount_predictions_loss: 0.9709 350/1684 [=====>........................] - ETA: 3:29 - loss: 1570.1009 - logits_profile_predictions_loss: 1530.4891 - logcount_predictions_loss: 0.9709 351/1684 [=====>........................] - ETA: 3:29 - loss: 1569.9758 - logits_profile_predictions_loss: 1530.3653 - logcount_predictions_loss: 0.9708 352/1684 [=====>........................] - ETA: 3:29 - loss: 1569.8507 - logits_profile_predictions_loss: 1530.2417 - logcount_predictions_loss: 0.9708 353/1684 [=====>........................] - ETA: 3:29 - loss: 1569.7299 - logits_profile_predictions_loss: 1530.1223 - logcount_predictions_loss: 0.9708 354/1684 [=====>........................] - ETA: 3:29 - loss: 1569.6087 - logits_profile_predictions_loss: 1530.0024 - logcount_predictions_loss: 0.9707 355/1684 [=====>........................] - ETA: 3:29 - loss: 1569.4885 - logits_profile_predictions_loss: 1529.8836 - logcount_predictions_loss: 0.9707 356/1684 [=====>........................] - ETA: 3:28 - loss: 1569.3679 - logits_profile_predictions_loss: 1529.7645 - logcount_predictions_loss: 0.9707 357/1684 [=====>........................] - ETA: 3:28 - loss: 1569.2475 - logits_profile_predictions_loss: 1529.6456 - logcount_predictions_loss: 0.9706 358/1684 [=====>........................] - ETA: 3:28 - loss: 1569.1288 - logits_profile_predictions_loss: 1529.5282 - logcount_predictions_loss: 0.9706 359/1684 [=====>........................] - ETA: 3:28 - loss: 1569.0086 - logits_profile_predictions_loss: 1529.4095 - logcount_predictions_loss: 0.9706 360/1684 [=====>........................] - ETA: 3:28 - loss: 1568.8909 - logits_profile_predictions_loss: 1529.2933 - logcount_predictions_loss: 0.9705 361/1684 [=====>........................] - ETA: 3:28 - loss: 1568.7738 - logits_profile_predictions_loss: 1529.1777 - logcount_predictions_loss: 0.9705 362/1684 [=====>........................] - ETA: 3:28 - loss: 1568.6639 - logits_profile_predictions_loss: 1529.0694 - logcount_predictions_loss: 0.9705 363/1684 [=====>........................] - ETA: 3:27 - loss: 1568.5572 - logits_profile_predictions_loss: 1528.9642 - logcount_predictions_loss: 0.9704 364/1684 [=====>........................] - ETA: 3:27 - loss: 1568.4520 - logits_profile_predictions_loss: 1528.8607 - logcount_predictions_loss: 0.9704 365/1684 [=====>........................] - ETA: 3:27 - loss: 1568.3478 - logits_profile_predictions_loss: 1528.7580 - logcount_predictions_loss: 0.9703 366/1684 [=====>........................] - ETA: 3:27 - loss: 1568.2434 - logits_profile_predictions_loss: 1528.6553 - logcount_predictions_loss: 0.9703 367/1684 [=====>........................] - ETA: 3:27 - loss: 1568.1382 - logits_profile_predictions_loss: 1528.5517 - logcount_predictions_loss: 0.9703 368/1684 [=====>........................] - ETA: 3:27 - loss: 1568.0358 - logits_profile_predictions_loss: 1528.4509 - 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val_logits_profile_predictions_loss: 1894.1215 - val_logcount_predictions_loss: 0.9487 + +Epoch 00012: val_loss improved from 1941.51160 to 1932.82800, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR250GDW//chrombppnet_model_encsr283tme_bias_fold_1/chrombpnet.h5 +Epoch 13/50 + 1/1684 [..............................] - ETA: 6:35 - loss: 1455.9563 - logits_profile_predictions_loss: 1423.1925 - logcount_predictions_loss: 0.8030 2/1684 [..............................] - ETA: 4:25 - loss: 1298.4852 - logits_profile_predictions_loss: 1266.9941 - logcount_predictions_loss: 0.7718 3/1684 [..............................] - ETA: 4:24 - loss: 1292.0359 - logits_profile_predictions_loss: 1260.0839 - logcount_predictions_loss: 0.7831 4/1684 [..............................] - ETA: 4:23 - loss: 1298.2841 - logits_profile_predictions_loss: 1265.4496 - logcount_predictions_loss: 0.8048 5/1684 [..............................] - ETA: 4:23 - loss: 1301.6994 - 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logits_profile_predictions_loss: 1411.9228 - logcount_predictions_loss: 0.8724 214/1684 [==>...........................] - ETA: 3:51 - loss: 1447.6249 - logits_profile_predictions_loss: 1412.0258 - logcount_predictions_loss: 0.8725 215/1684 [==>...........................] - ETA: 3:51 - loss: 1447.7245 - logits_profile_predictions_loss: 1412.1225 - logcount_predictions_loss: 0.8726 216/1684 [==>...........................] - ETA: 3:51 - loss: 1447.8200 - logits_profile_predictions_loss: 1412.2154 - logcount_predictions_loss: 0.8727 217/1684 [==>...........................] - ETA: 3:51 - loss: 1447.9208 - logits_profile_predictions_loss: 1412.3134 - logcount_predictions_loss: 0.8727 218/1684 [==>...........................] - ETA: 3:51 - loss: 1448.0144 - logits_profile_predictions_loss: 1412.4042 - logcount_predictions_loss: 0.8728 219/1684 [==>...........................] - ETA: 3:50 - loss: 1448.1127 - logits_profile_predictions_loss: 1412.4994 - logcount_predictions_loss: 0.8729 220/1684 [==>...........................] - ETA: 3:50 - loss: 1448.2224 - logits_profile_predictions_loss: 1412.6061 - logcount_predictions_loss: 0.8729 221/1684 [==>...........................] - ETA: 3:50 - loss: 1448.3267 - logits_profile_predictions_loss: 1412.7073 - logcount_predictions_loss: 0.8730 222/1684 [==>...........................] - ETA: 3:50 - loss: 1448.4355 - logits_profile_predictions_loss: 1412.8132 - logcount_predictions_loss: 0.8731 223/1684 [==>...........................] - ETA: 3:50 - loss: 1448.5436 - logits_profile_predictions_loss: 1412.9181 - logcount_predictions_loss: 0.8732 224/1684 [==>...........................] - ETA: 3:50 - loss: 1448.6496 - logits_profile_predictions_loss: 1413.0214 - logcount_predictions_loss: 0.8732 225/1684 [===>..........................] - ETA: 3:50 - loss: 1448.7496 - logits_profile_predictions_loss: 1413.1186 - logcount_predictions_loss: 0.8733 226/1684 [===>..........................] - ETA: 3:49 - loss: 1448.8442 - logits_profile_predictions_loss: 1413.2105 - logcount_predictions_loss: 0.8734 227/1684 [===>..........................] - ETA: 3:49 - loss: 1448.9433 - logits_profile_predictions_loss: 1413.3070 - logcount_predictions_loss: 0.8734 228/1684 [===>..........................] - ETA: 3:49 - loss: 1449.0395 - logits_profile_predictions_loss: 1413.4006 - logcount_predictions_loss: 0.8735 229/1684 [===>..........................] - ETA: 3:49 - loss: 1449.1398 - logits_profile_predictions_loss: 1413.4985 - logcount_predictions_loss: 0.8736 230/1684 [===>..........................] - ETA: 3:49 - loss: 1449.2430 - logits_profile_predictions_loss: 1413.5992 - logcount_predictions_loss: 0.8736 231/1684 [===>..........................] - ETA: 3:49 - loss: 1449.3412 - logits_profile_predictions_loss: 1413.6950 - logcount_predictions_loss: 0.8737 232/1684 [===>..........................] - ETA: 3:48 - loss: 1449.4342 - logits_profile_predictions_loss: 1413.7855 - logcount_predictions_loss: 0.8737 233/1684 [===>..........................] - ETA: 3:48 - loss: 1449.5256 - logits_profile_predictions_loss: 1413.8745 - logcount_predictions_loss: 0.8738 234/1684 [===>..........................] - ETA: 3:48 - loss: 1449.6190 - logits_profile_predictions_loss: 1413.9656 - logcount_predictions_loss: 0.8739 235/1684 [===>..........................] - ETA: 3:48 - loss: 1449.7091 - logits_profile_predictions_loss: 1414.0536 - logcount_predictions_loss: 0.8739 236/1684 [===>..........................] - ETA: 3:48 - loss: 1449.7957 - logits_profile_predictions_loss: 1414.1380 - logcount_predictions_loss: 0.8740 237/1684 [===>..........................] - ETA: 3:48 - loss: 1449.8724 - logits_profile_predictions_loss: 1414.2127 - logcount_predictions_loss: 0.8740 238/1684 [===>..........................] - ETA: 3:47 - loss: 1449.9491 - logits_profile_predictions_loss: 1414.2874 - logcount_predictions_loss: 0.8741 239/1684 [===>..........................] - ETA: 3:47 - loss: 1450.0190 - logits_profile_predictions_loss: 1414.3554 - logcount_predictions_loss: 0.8741 240/1684 [===>..........................] - ETA: 3:47 - loss: 1450.0879 - logits_profile_predictions_loss: 1414.4224 - logcount_predictions_loss: 0.8741 241/1684 [===>..........................] - ETA: 3:47 - loss: 1450.1516 - logits_profile_predictions_loss: 1414.4843 - logcount_predictions_loss: 0.8742 242/1684 [===>..........................] - ETA: 3:47 - loss: 1450.2191 - logits_profile_predictions_loss: 1414.5499 - logcount_predictions_loss: 0.8742 243/1684 [===>..........................] - ETA: 3:47 - loss: 1450.2889 - logits_profile_predictions_loss: 1414.6177 - logcount_predictions_loss: 0.8743 244/1684 [===>..........................] - ETA: 3:47 - loss: 1450.3531 - logits_profile_predictions_loss: 1414.6800 - logcount_predictions_loss: 0.8743 245/1684 [===>..........................] - ETA: 3:46 - loss: 1450.4202 - logits_profile_predictions_loss: 1414.7451 - logcount_predictions_loss: 0.8744 246/1684 [===>..........................] - ETA: 3:46 - loss: 1450.4908 - logits_profile_predictions_loss: 1414.8138 - logcount_predictions_loss: 0.8744 247/1684 [===>..........................] - ETA: 3:46 - loss: 1450.5591 - logits_profile_predictions_loss: 1414.8803 - logcount_predictions_loss: 0.8745 248/1684 [===>..........................] - ETA: 3:46 - loss: 1450.6251 - logits_profile_predictions_loss: 1414.9445 - logcount_predictions_loss: 0.8745 249/1684 [===>..........................] - ETA: 3:46 - loss: 1450.6907 - logits_profile_predictions_loss: 1415.0085 - logcount_predictions_loss: 0.8746 250/1684 [===>..........................] - ETA: 3:46 - loss: 1450.7606 - logits_profile_predictions_loss: 1415.0764 - logcount_predictions_loss: 0.8746 251/1684 [===>..........................] - ETA: 3:45 - loss: 1450.8263 - logits_profile_predictions_loss: 1415.1403 - logcount_predictions_loss: 0.8746 252/1684 [===>..........................] - ETA: 3:45 - loss: 1450.8910 - logits_profile_predictions_loss: 1415.2032 - logcount_predictions_loss: 0.8747 253/1684 [===>..........................] - ETA: 3:45 - loss: 1450.9571 - logits_profile_predictions_loss: 1415.2677 - logcount_predictions_loss: 0.8747 254/1684 [===>..........................] - ETA: 3:45 - loss: 1451.0195 - logits_profile_predictions_loss: 1415.3286 - logcount_predictions_loss: 0.8748 255/1684 [===>..........................] - ETA: 3:45 - loss: 1451.0865 - logits_profile_predictions_loss: 1415.3941 - logcount_predictions_loss: 0.8748 256/1684 [===>..........................] - ETA: 3:45 - loss: 1451.1608 - logits_profile_predictions_loss: 1415.4670 - logcount_predictions_loss: 0.8748 257/1684 [===>..........................] - ETA: 3:45 - loss: 1451.2355 - logits_profile_predictions_loss: 1415.5404 - logcount_predictions_loss: 0.8749 258/1684 [===>..........................] - ETA: 3:44 - loss: 1451.3148 - logits_profile_predictions_loss: 1415.6183 - logcount_predictions_loss: 0.8749 259/1684 [===>..........................] - ETA: 3:44 - loss: 1451.3944 - logits_profile_predictions_loss: 1415.6965 - logcount_predictions_loss: 0.8749 260/1684 [===>..........................] - ETA: 3:44 - loss: 1451.4706 - logits_profile_predictions_loss: 1415.7713 - logcount_predictions_loss: 0.8750 261/1684 [===>..........................] - ETA: 3:44 - loss: 1451.5526 - logits_profile_predictions_loss: 1415.8519 - logcount_predictions_loss: 0.8750 262/1684 [===>..........................] - ETA: 3:44 - loss: 1451.6439 - logits_profile_predictions_loss: 1415.9419 - logcount_predictions_loss: 0.8750 263/1684 [===>..........................] - ETA: 3:44 - loss: 1451.7345 - logits_profile_predictions_loss: 1416.0310 - logcount_predictions_loss: 0.8751 264/1684 [===>..........................] - ETA: 3:43 - loss: 1451.8210 - logits_profile_predictions_loss: 1416.1161 - logcount_predictions_loss: 0.8751 265/1684 [===>..........................] - ETA: 3:43 - loss: 1451.9025 - logits_profile_predictions_loss: 1416.1962 - logcount_predictions_loss: 0.8751 266/1684 [===>..........................] - ETA: 3:43 - loss: 1451.9850 - logits_profile_predictions_loss: 1416.2773 - logcount_predictions_loss: 0.8752 267/1684 [===>..........................] - ETA: 3:43 - loss: 1452.0676 - logits_profile_predictions_loss: 1416.3585 - logcount_predictions_loss: 0.8752 268/1684 [===>..........................] - ETA: 3:43 - loss: 1452.1547 - logits_profile_predictions_loss: 1416.4442 - logcount_predictions_loss: 0.8752 269/1684 [===>..........................] - ETA: 3:43 - loss: 1452.2354 - logits_profile_predictions_loss: 1416.5237 - logcount_predictions_loss: 0.8753 270/1684 [===>..........................] - ETA: 3:43 - loss: 1452.3122 - logits_profile_predictions_loss: 1416.5992 - logcount_predictions_loss: 0.8753 271/1684 [===>..........................] - ETA: 3:42 - loss: 1452.3880 - logits_profile_predictions_loss: 1416.6738 - logcount_predictions_loss: 0.8753 272/1684 [===>..........................] - ETA: 3:42 - loss: 1452.4648 - logits_profile_predictions_loss: 1416.7494 - logcount_predictions_loss: 0.8754 273/1684 [===>..........................] - ETA: 3:42 - loss: 1452.5456 - logits_profile_predictions_loss: 1416.8288 - logcount_predictions_loss: 0.8754 274/1684 [===>..........................] - ETA: 3:42 - loss: 1452.6236 - logits_profile_predictions_loss: 1416.9055 - logcount_predictions_loss: 0.8754 275/1684 [===>..........................] - ETA: 3:42 - loss: 1452.7034 - logits_profile_predictions_loss: 1416.9841 - logcount_predictions_loss: 0.8755 276/1684 [===>..........................] - ETA: 3:42 - loss: 1452.7828 - logits_profile_predictions_loss: 1417.0624 - logcount_predictions_loss: 0.8755 277/1684 [===>..........................] - ETA: 3:41 - loss: 1452.8656 - logits_profile_predictions_loss: 1417.1439 - logcount_predictions_loss: 0.8755 278/1684 [===>..........................] - ETA: 3:41 - loss: 1452.9475 - logits_profile_predictions_loss: 1417.2246 - logcount_predictions_loss: 0.8756 279/1684 [===>..........................] - ETA: 3:41 - loss: 1453.0290 - logits_profile_predictions_loss: 1417.3047 - logcount_predictions_loss: 0.8756 280/1684 [===>..........................] - ETA: 3:41 - loss: 1453.1086 - logits_profile_predictions_loss: 1417.3828 - logcount_predictions_loss: 0.8756 281/1684 [====>.........................] - ETA: 3:41 - loss: 1453.1865 - logits_profile_predictions_loss: 1417.4593 - logcount_predictions_loss: 0.8757 282/1684 [====>.........................] - ETA: 3:41 - loss: 1453.2649 - logits_profile_predictions_loss: 1417.5362 - logcount_predictions_loss: 0.8757 283/1684 [====>.........................] - ETA: 3:40 - loss: 1453.3443 - logits_profile_predictions_loss: 1417.6141 - logcount_predictions_loss: 0.8757 284/1684 [====>.........................] - ETA: 3:40 - loss: 1453.4220 - logits_profile_predictions_loss: 1417.6904 - logcount_predictions_loss: 0.8758 285/1684 [====>.........................] - ETA: 3:40 - loss: 1453.4971 - logits_profile_predictions_loss: 1417.7641 - logcount_predictions_loss: 0.8758 286/1684 [====>.........................] - ETA: 3:40 - loss: 1453.5683 - logits_profile_predictions_loss: 1417.8341 - logcount_predictions_loss: 0.8758 287/1684 [====>.........................] - ETA: 3:40 - loss: 1453.6391 - logits_profile_predictions_loss: 1417.9038 - logcount_predictions_loss: 0.8759 288/1684 [====>.........................] - ETA: 3:40 - loss: 1453.7120 - logits_profile_predictions_loss: 1417.9754 - logcount_predictions_loss: 0.8759 289/1684 [====>.........................] - ETA: 3:40 - loss: 1453.7875 - logits_profile_predictions_loss: 1418.0498 - logcount_predictions_loss: 0.8759 290/1684 [====>.........................] - ETA: 3:39 - loss: 1453.8641 - logits_profile_predictions_loss: 1418.1252 - logcount_predictions_loss: 0.8759 291/1684 [====>.........................] - ETA: 3:39 - loss: 1453.9395 - logits_profile_predictions_loss: 1418.1996 - logcount_predictions_loss: 0.8760 292/1684 [====>.........................] - ETA: 3:39 - loss: 1454.0143 - logits_profile_predictions_loss: 1418.2735 - logcount_predictions_loss: 0.8760 293/1684 [====>.........................] - ETA: 3:39 - loss: 1454.0887 - logits_profile_predictions_loss: 1418.3468 - logcount_predictions_loss: 0.8760 294/1684 [====>.........................] - ETA: 3:39 - loss: 1454.1672 - logits_profile_predictions_loss: 1418.4241 - logcount_predictions_loss: 0.8760 295/1684 [====>.........................] - ETA: 3:39 - loss: 1454.2404 - logits_profile_predictions_loss: 1418.4964 - logcount_predictions_loss: 0.8761 296/1684 [====>.........................] - ETA: 3:38 - loss: 1454.3132 - logits_profile_predictions_loss: 1418.5682 - logcount_predictions_loss: 0.8761 297/1684 [====>.........................] - ETA: 3:38 - loss: 1454.3872 - logits_profile_predictions_loss: 1418.6411 - logcount_predictions_loss: 0.8761 298/1684 [====>.........................] - ETA: 3:38 - loss: 1454.4598 - logits_profile_predictions_loss: 1418.7129 - logcount_predictions_loss: 0.8761 299/1684 [====>.........................] - ETA: 3:38 - loss: 1454.5282 - logits_profile_predictions_loss: 1418.7803 - logcount_predictions_loss: 0.8762 300/1684 [====>.........................] - ETA: 3:38 - loss: 1454.5979 - logits_profile_predictions_loss: 1418.8491 - logcount_predictions_loss: 0.8762 301/1684 [====>.........................] - ETA: 3:38 - loss: 1454.6660 - logits_profile_predictions_loss: 1418.9165 - logcount_predictions_loss: 0.8762 302/1684 [====>.........................] - ETA: 3:38 - loss: 1454.7331 - logits_profile_predictions_loss: 1418.9828 - logcount_predictions_loss: 0.8762 303/1684 [====>.........................] - ETA: 3:37 - loss: 1454.8006 - logits_profile_predictions_loss: 1419.0494 - logcount_predictions_loss: 0.8762 304/1684 [====>.........................] - ETA: 3:37 - loss: 1454.8700 - logits_profile_predictions_loss: 1419.1178 - logcount_predictions_loss: 0.8763 305/1684 [====>.........................] - ETA: 3:37 - loss: 1454.9376 - logits_profile_predictions_loss: 1419.1845 - logcount_predictions_loss: 0.8763 306/1684 [====>.........................] - ETA: 3:37 - loss: 1455.0067 - logits_profile_predictions_loss: 1419.2527 - logcount_predictions_loss: 0.8763 307/1684 [====>.........................] - ETA: 3:37 - loss: 1455.0785 - logits_profile_predictions_loss: 1419.3236 - logcount_predictions_loss: 0.8763 308/1684 [====>.........................] - ETA: 3:37 - loss: 1455.1533 - logits_profile_predictions_loss: 1419.3974 - logcount_predictions_loss: 0.8764 309/1684 [====>.........................] - ETA: 3:36 - loss: 1455.2274 - logits_profile_predictions_loss: 1419.4705 - logcount_predictions_loss: 0.8764 310/1684 [====>.........................] - ETA: 3:36 - loss: 1455.3041 - logits_profile_predictions_loss: 1419.5462 - logcount_predictions_loss: 0.8764 311/1684 [====>.........................] - ETA: 3:36 - loss: 1455.3808 - logits_profile_predictions_loss: 1419.6218 - logcount_predictions_loss: 0.8764 312/1684 [====>.........................] - ETA: 3:36 - loss: 1455.4587 - logits_profile_predictions_loss: 1419.6986 - logcount_predictions_loss: 0.8765 313/1684 [====>.........................] - ETA: 3:36 - loss: 1455.5366 - logits_profile_predictions_loss: 1419.7754 - logcount_predictions_loss: 0.8765 314/1684 [====>.........................] - ETA: 3:36 - loss: 1455.6150 - logits_profile_predictions_loss: 1419.8527 - logcount_predictions_loss: 0.8765 315/1684 [====>.........................] - ETA: 3:35 - loss: 1455.6916 - logits_profile_predictions_loss: 1419.9283 - logcount_predictions_loss: 0.8765 316/1684 [====>.........................] - ETA: 3:35 - loss: 1455.7746 - logits_profile_predictions_loss: 1420.0102 - logcount_predictions_loss: 0.8766 317/1684 [====>.........................] - ETA: 3:35 - loss: 1455.8600 - logits_profile_predictions_loss: 1420.0945 - logcount_predictions_loss: 0.8766 318/1684 [====>.........................] - ETA: 3:35 - loss: 1455.9445 - logits_profile_predictions_loss: 1420.1779 - logcount_predictions_loss: 0.8766 319/1684 [====>.........................] - ETA: 3:35 - loss: 1456.0283 - logits_profile_predictions_loss: 1420.2604 - logcount_predictions_loss: 0.8767 320/1684 [====>.........................] - ETA: 3:35 - loss: 1456.1082 - logits_profile_predictions_loss: 1420.3390 - logcount_predictions_loss: 0.8767 321/1684 [====>.........................] - ETA: 3:35 - loss: 1456.1854 - logits_profile_predictions_loss: 1420.4150 - logcount_predictions_loss: 0.8767 322/1684 [====>.........................] - ETA: 3:34 - loss: 1456.2634 - logits_profile_predictions_loss: 1420.4916 - logcount_predictions_loss: 0.8767 323/1684 [====>.........................] - ETA: 3:34 - loss: 1456.3418 - logits_profile_predictions_loss: 1420.5688 - logcount_predictions_loss: 0.8768 324/1684 [====>.........................] - ETA: 3:34 - loss: 1456.4194 - logits_profile_predictions_loss: 1420.6451 - logcount_predictions_loss: 0.8768 325/1684 [====>.........................] - ETA: 3:34 - loss: 1456.4952 - logits_profile_predictions_loss: 1420.7197 - logcount_predictions_loss: 0.8768 326/1684 [====>.........................] - ETA: 3:34 - loss: 1456.5699 - logits_profile_predictions_loss: 1420.7932 - logcount_predictions_loss: 0.8769 327/1684 [====>.........................] - ETA: 3:34 - loss: 1456.6452 - logits_profile_predictions_loss: 1420.8674 - logcount_predictions_loss: 0.8769 328/1684 [====>.........................] - ETA: 3:33 - loss: 1456.7239 - logits_profile_predictions_loss: 1420.9451 - logcount_predictions_loss: 0.8769 329/1684 [====>.........................] - ETA: 3:33 - loss: 1456.7995 - logits_profile_predictions_loss: 1421.0196 - logcount_predictions_loss: 0.8769 330/1684 [====>.........................] - ETA: 3:33 - loss: 1456.8707 - logits_profile_predictions_loss: 1421.0898 - logcount_predictions_loss: 0.8770 331/1684 [====>.........................] - ETA: 3:33 - loss: 1456.9393 - logits_profile_predictions_loss: 1421.1575 - logcount_predictions_loss: 0.8770 332/1684 [====>.........................] - ETA: 3:33 - loss: 1457.0077 - logits_profile_predictions_loss: 1421.2249 - logcount_predictions_loss: 0.8770 333/1684 [====>.........................] - ETA: 3:33 - loss: 1457.0759 - logits_profile_predictions_loss: 1421.2921 - logcount_predictions_loss: 0.8770 334/1684 [====>.........................] - ETA: 3:33 - loss: 1457.1423 - logits_profile_predictions_loss: 1421.3576 - logcount_predictions_loss: 0.8771 335/1684 [====>.........................] - ETA: 3:32 - loss: 1457.2060 - logits_profile_predictions_loss: 1421.4204 - logcount_predictions_loss: 0.8771 336/1684 [====>.........................] - ETA: 3:32 - loss: 1457.2706 - logits_profile_predictions_loss: 1421.4840 - logcount_predictions_loss: 0.8771 337/1684 [=====>........................] - ETA: 3:32 - loss: 1457.3359 - logits_profile_predictions_loss: 1421.5481 - logcount_predictions_loss: 0.8771 338/1684 [=====>........................] - ETA: 3:32 - loss: 1457.4021 - logits_profile_predictions_loss: 1421.6131 - logcount_predictions_loss: 0.8772 339/1684 [=====>........................] - ETA: 3:32 - loss: 1457.4662 - logits_profile_predictions_loss: 1421.6760 - logcount_predictions_loss: 0.8772 340/1684 [=====>........................] - ETA: 3:32 - loss: 1457.5308 - logits_profile_predictions_loss: 1421.7394 - logcount_predictions_loss: 0.8772 341/1684 [=====>........................] - ETA: 3:31 - loss: 1457.5928 - logits_profile_predictions_loss: 1421.8000 - logcount_predictions_loss: 0.8773 342/1684 [=====>........................] - ETA: 3:31 - loss: 1457.6537 - logits_profile_predictions_loss: 1421.8595 - logcount_predictions_loss: 0.8773 343/1684 [=====>........................] - ETA: 3:31 - loss: 1457.7140 - logits_profile_predictions_loss: 1421.9185 - logcount_predictions_loss: 0.8773 344/1684 [=====>........................] - ETA: 3:31 - loss: 1457.7724 - logits_profile_predictions_loss: 1421.9756 - logcount_predictions_loss: 0.8774 345/1684 [=====>........................] - ETA: 3:31 - loss: 1457.8322 - logits_profile_predictions_loss: 1422.0341 - logcount_predictions_loss: 0.8774 346/1684 [=====>........................] - ETA: 3:31 - loss: 1457.8916 - logits_profile_predictions_loss: 1422.0921 - logcount_predictions_loss: 0.8774 347/1684 [=====>........................] - ETA: 3:30 - loss: 1457.9478 - logits_profile_predictions_loss: 1422.1469 - logcount_predictions_loss: 0.8775 348/1684 [=====>........................] - ETA: 3:30 - loss: 1458.0046 - logits_profile_predictions_loss: 1422.2025 - logcount_predictions_loss: 0.8775 349/1684 [=====>........................] - ETA: 3:30 - loss: 1458.0610 - logits_profile_predictions_loss: 1422.2576 - logcount_predictions_loss: 0.8775 350/1684 [=====>........................] - ETA: 3:30 - loss: 1458.1187 - logits_profile_predictions_loss: 1422.3140 - logcount_predictions_loss: 0.8776 351/1684 [=====>........................] - ETA: 3:30 - loss: 1458.1781 - logits_profile_predictions_loss: 1422.3721 - logcount_predictions_loss: 0.8776 352/1684 [=====>........................] - ETA: 3:30 - loss: 1458.2433 - logits_profile_predictions_loss: 1422.4360 - logcount_predictions_loss: 0.8776 353/1684 [=====>........................] - ETA: 3:30 - loss: 1458.3083 - logits_profile_predictions_loss: 1422.4997 - logcount_predictions_loss: 0.8777 354/1684 [=====>........................] - ETA: 3:29 - loss: 1458.3725 - logits_profile_predictions_loss: 1422.5626 - logcount_predictions_loss: 0.8777 355/1684 [=====>........................] - ETA: 3:29 - loss: 1458.4372 - logits_profile_predictions_loss: 1422.6260 - logcount_predictions_loss: 0.8777 356/1684 [=====>........................] - ETA: 3:29 - loss: 1458.5041 - 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logcount_predictions_loss: 0.8836 1682/1684 [============================>.] - ETA: 0s - loss: 1463.3925 - logits_profile_predictions_loss: 1427.3433 - logcount_predictions_loss: 0.8836 1683/1684 [============================>.] - ETA: 0s - loss: 1463.3977 - logits_profile_predictions_loss: 1427.3483 - logcount_predictions_loss: 0.8836 1684/1684 [==============================] - ETA: 0s - loss: 1463.4030 - logits_profile_predictions_loss: 1427.3535 - logcount_predictions_loss: 0.8836 1684/1684 [==============================] - 284s 168ms/step - loss: 1463.4083 - logits_profile_predictions_loss: 1427.3586 - logcount_predictions_loss: 0.8836 - val_loss: 1927.0146 - val_logits_profile_predictions_loss: 1886.7437 - val_logcount_predictions_loss: 0.9870 + +Epoch 00014: val_loss improved from 1932.82800 to 1927.01465, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR250GDW//chrombppnet_model_encsr283tme_bias_fold_1/chrombpnet.h5 +Epoch 15/50 + 1/1684 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196/1684 [==>...........................] - ETA: 3:54 - loss: 1475.6491 - logits_profile_predictions_loss: 1439.0031 - logcount_predictions_loss: 0.8982 197/1684 [==>...........................] - ETA: 3:54 - loss: 1475.6811 - logits_profile_predictions_loss: 1439.0374 - logcount_predictions_loss: 0.8981 198/1684 [==>...........................] - ETA: 3:53 - loss: 1475.7005 - logits_profile_predictions_loss: 1439.0593 - logcount_predictions_loss: 0.8981 199/1684 [==>...........................] - ETA: 3:53 - loss: 1475.7183 - logits_profile_predictions_loss: 1439.0793 - logcount_predictions_loss: 0.8980 200/1684 [==>...........................] - ETA: 3:53 - loss: 1475.7411 - logits_profile_predictions_loss: 1439.1045 - logcount_predictions_loss: 0.8980 201/1684 [==>...........................] - ETA: 3:53 - loss: 1475.7584 - logits_profile_predictions_loss: 1439.1243 - logcount_predictions_loss: 0.8979 202/1684 [==>...........................] - ETA: 3:53 - loss: 1475.7724 - logits_profile_predictions_loss: 1439.1406 - logcount_predictions_loss: 0.8978 203/1684 [==>...........................] - ETA: 3:53 - loss: 1475.7822 - logits_profile_predictions_loss: 1439.1527 - logcount_predictions_loss: 0.8978 204/1684 [==>...........................] - ETA: 3:52 - loss: 1475.7916 - logits_profile_predictions_loss: 1439.1642 - logcount_predictions_loss: 0.8977 205/1684 [==>...........................] - ETA: 3:52 - loss: 1475.7935 - logits_profile_predictions_loss: 1439.1681 - logcount_predictions_loss: 0.8977 206/1684 [==>...........................] - ETA: 3:52 - loss: 1475.7966 - logits_profile_predictions_loss: 1439.1735 - logcount_predictions_loss: 0.8976 207/1684 [==>...........................] - ETA: 3:52 - loss: 1475.7979 - logits_profile_predictions_loss: 1439.1772 - logcount_predictions_loss: 0.8976 208/1684 [==>...........................] - ETA: 3:52 - loss: 1475.8062 - logits_profile_predictions_loss: 1439.1878 - logcount_predictions_loss: 0.8975 209/1684 [==>...........................] - ETA: 3:52 - loss: 1475.8174 - logits_profile_predictions_loss: 1439.2015 - logcount_predictions_loss: 0.8975 210/1684 [==>...........................] - ETA: 3:52 - loss: 1475.8268 - logits_profile_predictions_loss: 1439.2131 - logcount_predictions_loss: 0.8974 211/1684 [==>...........................] - ETA: 3:51 - loss: 1475.8299 - logits_profile_predictions_loss: 1439.2185 - logcount_predictions_loss: 0.8973 212/1684 [==>...........................] - ETA: 3:51 - loss: 1475.8301 - logits_profile_predictions_loss: 1439.2211 - logcount_predictions_loss: 0.8973 213/1684 [==>...........................] - ETA: 3:51 - loss: 1475.8317 - logits_profile_predictions_loss: 1439.2253 - logcount_predictions_loss: 0.8972 214/1684 [==>...........................] - ETA: 3:51 - loss: 1475.8428 - logits_profile_predictions_loss: 1439.2387 - logcount_predictions_loss: 0.8972 215/1684 [==>...........................] - ETA: 3:51 - loss: 1475.8505 - logits_profile_predictions_loss: 1439.2489 - logcount_predictions_loss: 0.8971 216/1684 [==>...........................] - ETA: 3:51 - loss: 1475.8551 - logits_profile_predictions_loss: 1439.2557 - logcount_predictions_loss: 0.8971 217/1684 [==>...........................] - ETA: 3:50 - loss: 1475.8558 - logits_profile_predictions_loss: 1439.2587 - logcount_predictions_loss: 0.8970 218/1684 [==>...........................] - ETA: 3:50 - loss: 1475.8532 - logits_profile_predictions_loss: 1439.2586 - logcount_predictions_loss: 0.8969 219/1684 [==>...........................] - ETA: 3:50 - loss: 1475.8580 - logits_profile_predictions_loss: 1439.2656 - logcount_predictions_loss: 0.8969 220/1684 [==>...........................] - ETA: 3:50 - loss: 1475.8585 - logits_profile_predictions_loss: 1439.2683 - logcount_predictions_loss: 0.8968 221/1684 [==>...........................] - ETA: 3:50 - loss: 1475.8604 - logits_profile_predictions_loss: 1439.2725 - logcount_predictions_loss: 0.8968 222/1684 [==>...........................] - ETA: 3:50 - loss: 1475.8661 - logits_profile_predictions_loss: 1439.2804 - logcount_predictions_loss: 0.8967 223/1684 [==>...........................] - ETA: 3:50 - loss: 1475.8746 - logits_profile_predictions_loss: 1439.2911 - logcount_predictions_loss: 0.8967 224/1684 [==>...........................] - ETA: 3:49 - loss: 1475.8869 - logits_profile_predictions_loss: 1439.3060 - logcount_predictions_loss: 0.8966 225/1684 [===>..........................] - ETA: 3:49 - loss: 1475.8937 - logits_profile_predictions_loss: 1439.3153 - logcount_predictions_loss: 0.8965 226/1684 [===>..........................] - ETA: 3:49 - loss: 1475.8951 - logits_profile_predictions_loss: 1439.3193 - logcount_predictions_loss: 0.8965 227/1684 [===>..........................] - ETA: 3:49 - loss: 1475.8950 - logits_profile_predictions_loss: 1439.3218 - logcount_predictions_loss: 0.8964 228/1684 [===>..........................] - ETA: 3:49 - loss: 1475.8960 - logits_profile_predictions_loss: 1439.3253 - logcount_predictions_loss: 0.8963 229/1684 [===>..........................] - ETA: 3:49 - loss: 1475.8929 - logits_profile_predictions_loss: 1439.3249 - logcount_predictions_loss: 0.8963 230/1684 [===>..........................] - ETA: 3:48 - loss: 1475.8837 - logits_profile_predictions_loss: 1439.3182 - logcount_predictions_loss: 0.8962 231/1684 [===>..........................] - ETA: 3:48 - loss: 1475.8838 - logits_profile_predictions_loss: 1439.3208 - logcount_predictions_loss: 0.8962 232/1684 [===>..........................] - ETA: 3:48 - loss: 1475.8768 - logits_profile_predictions_loss: 1439.3165 - logcount_predictions_loss: 0.8961 233/1684 [===>..........................] - ETA: 3:48 - loss: 1475.8679 - logits_profile_predictions_loss: 1439.3103 - logcount_predictions_loss: 0.8960 234/1684 [===>..........................] - ETA: 3:48 - loss: 1475.8571 - logits_profile_predictions_loss: 1439.3022 - logcount_predictions_loss: 0.8960 235/1684 [===>..........................] - ETA: 3:48 - loss: 1475.8466 - logits_profile_predictions_loss: 1439.2944 - logcount_predictions_loss: 0.8959 236/1684 [===>..........................] - ETA: 3:47 - loss: 1475.8356 - logits_profile_predictions_loss: 1439.2861 - logcount_predictions_loss: 0.8958 237/1684 [===>..........................] - ETA: 3:47 - loss: 1475.8190 - logits_profile_predictions_loss: 1439.2720 - logcount_predictions_loss: 0.8958 238/1684 [===>..........................] - ETA: 3:47 - loss: 1475.8056 - logits_profile_predictions_loss: 1439.2611 - logcount_predictions_loss: 0.8957 239/1684 [===>..........................] - ETA: 3:47 - loss: 1475.7874 - logits_profile_predictions_loss: 1439.2457 - logcount_predictions_loss: 0.8956 240/1684 [===>..........................] - ETA: 3:47 - loss: 1475.7690 - logits_profile_predictions_loss: 1439.2299 - logcount_predictions_loss: 0.8956 241/1684 [===>..........................] - ETA: 3:47 - loss: 1475.7489 - logits_profile_predictions_loss: 1439.2127 - logcount_predictions_loss: 0.8955 242/1684 [===>..........................] - ETA: 3:47 - loss: 1475.7304 - logits_profile_predictions_loss: 1439.1969 - logcount_predictions_loss: 0.8954 243/1684 [===>..........................] - ETA: 3:46 - loss: 1475.7113 - logits_profile_predictions_loss: 1439.1805 - logcount_predictions_loss: 0.8954 244/1684 [===>..........................] - ETA: 3:46 - loss: 1475.6919 - logits_profile_predictions_loss: 1439.1637 - logcount_predictions_loss: 0.8953 245/1684 [===>..........................] - ETA: 3:46 - loss: 1475.6686 - logits_profile_predictions_loss: 1439.1430 - logcount_predictions_loss: 0.8952 246/1684 [===>..........................] - ETA: 3:46 - loss: 1475.6437 - logits_profile_predictions_loss: 1439.1206 - logcount_predictions_loss: 0.8952 247/1684 [===>..........................] - ETA: 3:46 - loss: 1475.6204 - logits_profile_predictions_loss: 1439.0997 - logcount_predictions_loss: 0.8951 248/1684 [===>..........................] - ETA: 3:46 - loss: 1475.5984 - logits_profile_predictions_loss: 1439.0800 - logcount_predictions_loss: 0.8951 249/1684 [===>..........................] - ETA: 3:45 - loss: 1475.5749 - logits_profile_predictions_loss: 1439.0587 - logcount_predictions_loss: 0.8950 250/1684 [===>..........................] - ETA: 3:45 - loss: 1475.5549 - logits_profile_predictions_loss: 1439.0409 - logcount_predictions_loss: 0.8950 251/1684 [===>..........................] - ETA: 3:45 - loss: 1475.5386 - logits_profile_predictions_loss: 1439.0267 - logcount_predictions_loss: 0.8949 252/1684 [===>..........................] - ETA: 3:45 - loss: 1475.5208 - logits_profile_predictions_loss: 1439.0112 - logcount_predictions_loss: 0.8949 253/1684 [===>..........................] - ETA: 3:45 - loss: 1475.5150 - logits_profile_predictions_loss: 1439.0076 - logcount_predictions_loss: 0.8948 254/1684 [===>..........................] - ETA: 3:45 - loss: 1475.5168 - logits_profile_predictions_loss: 1439.0113 - logcount_predictions_loss: 0.8948 255/1684 [===>..........................] - ETA: 3:45 - loss: 1475.5204 - logits_profile_predictions_loss: 1439.0167 - logcount_predictions_loss: 0.8947 256/1684 [===>..........................] - ETA: 3:44 - loss: 1475.5229 - logits_profile_predictions_loss: 1439.0209 - logcount_predictions_loss: 0.8947 257/1684 [===>..........................] - ETA: 3:44 - loss: 1475.5229 - logits_profile_predictions_loss: 1439.0226 - logcount_predictions_loss: 0.8946 258/1684 [===>..........................] - ETA: 3:44 - loss: 1475.5239 - logits_profile_predictions_loss: 1439.0254 - logcount_predictions_loss: 0.8946 259/1684 [===>..........................] - ETA: 3:44 - loss: 1475.5239 - logits_profile_predictions_loss: 1439.0270 - logcount_predictions_loss: 0.8945 260/1684 [===>..........................] - ETA: 3:44 - loss: 1475.5271 - logits_profile_predictions_loss: 1439.0318 - logcount_predictions_loss: 0.8945 261/1684 [===>..........................] - ETA: 3:44 - loss: 1475.5352 - logits_profile_predictions_loss: 1439.0412 - logcount_predictions_loss: 0.8945 262/1684 [===>..........................] - ETA: 3:43 - loss: 1475.5447 - logits_profile_predictions_loss: 1439.0515 - logcount_predictions_loss: 0.8944 263/1684 [===>..........................] - ETA: 3:43 - loss: 1475.5602 - logits_profile_predictions_loss: 1439.0678 - logcount_predictions_loss: 0.8944 264/1684 [===>..........................] - ETA: 3:43 - loss: 1475.5744 - logits_profile_predictions_loss: 1439.0827 - logcount_predictions_loss: 0.8944 265/1684 [===>..........................] - ETA: 3:43 - loss: 1475.5851 - logits_profile_predictions_loss: 1439.0941 - logcount_predictions_loss: 0.8944 266/1684 [===>..........................] - ETA: 3:43 - loss: 1475.5964 - logits_profile_predictions_loss: 1439.1061 - logcount_predictions_loss: 0.8944 267/1684 [===>..........................] - ETA: 3:43 - loss: 1475.6038 - logits_profile_predictions_loss: 1439.1141 - logcount_predictions_loss: 0.8944 268/1684 [===>..........................] - ETA: 3:43 - loss: 1475.6114 - logits_profile_predictions_loss: 1439.1222 - logcount_predictions_loss: 0.8944 269/1684 [===>..........................] - ETA: 3:42 - loss: 1475.6177 - logits_profile_predictions_loss: 1439.1291 - logcount_predictions_loss: 0.8943 270/1684 [===>..........................] - ETA: 3:42 - loss: 1475.6235 - logits_profile_predictions_loss: 1439.1354 - logcount_predictions_loss: 0.8943 271/1684 [===>..........................] - ETA: 3:42 - loss: 1475.6289 - logits_profile_predictions_loss: 1439.1416 - logcount_predictions_loss: 0.8943 272/1684 [===>..........................] - ETA: 3:42 - loss: 1475.6311 - logits_profile_predictions_loss: 1439.1446 - logcount_predictions_loss: 0.8943 273/1684 [===>..........................] - ETA: 3:42 - loss: 1475.6332 - logits_profile_predictions_loss: 1439.1473 - logcount_predictions_loss: 0.8943 274/1684 [===>..........................] - ETA: 3:42 - loss: 1475.6402 - logits_profile_predictions_loss: 1439.1551 - logcount_predictions_loss: 0.8943 275/1684 [===>..........................] - ETA: 3:41 - loss: 1475.6408 - logits_profile_predictions_loss: 1439.1566 - logcount_predictions_loss: 0.8942 276/1684 [===>..........................] - ETA: 3:41 - loss: 1475.6457 - logits_profile_predictions_loss: 1439.1624 - logcount_predictions_loss: 0.8942 277/1684 [===>..........................] - ETA: 3:41 - loss: 1475.6534 - logits_profile_predictions_loss: 1439.1710 - logcount_predictions_loss: 0.8942 278/1684 [===>..........................] - ETA: 3:41 - loss: 1475.6566 - logits_profile_predictions_loss: 1439.1751 - logcount_predictions_loss: 0.8942 279/1684 [===>..........................] - ETA: 3:41 - loss: 1475.6611 - logits_profile_predictions_loss: 1439.1803 - logcount_predictions_loss: 0.8941 280/1684 [===>..........................] - ETA: 3:41 - loss: 1475.6674 - logits_profile_predictions_loss: 1439.1875 - logcount_predictions_loss: 0.8941 281/1684 [====>.........................] - ETA: 3:41 - loss: 1475.6730 - logits_profile_predictions_loss: 1439.1938 - logcount_predictions_loss: 0.8941 282/1684 [====>.........................] - ETA: 3:40 - loss: 1475.6752 - logits_profile_predictions_loss: 1439.1968 - logcount_predictions_loss: 0.8941 283/1684 [====>.........................] - ETA: 3:40 - loss: 1475.6781 - logits_profile_predictions_loss: 1439.2004 - logcount_predictions_loss: 0.8941 284/1684 [====>.........................] - ETA: 3:40 - loss: 1475.6780 - logits_profile_predictions_loss: 1439.2012 - logcount_predictions_loss: 0.8940 285/1684 [====>.........................] - ETA: 3:40 - loss: 1475.6783 - logits_profile_predictions_loss: 1439.2023 - logcount_predictions_loss: 0.8940 286/1684 [====>.........................] - ETA: 3:40 - loss: 1475.6803 - logits_profile_predictions_loss: 1439.2052 - logcount_predictions_loss: 0.8940 287/1684 [====>.........................] - ETA: 3:40 - loss: 1475.6790 - logits_profile_predictions_loss: 1439.2047 - logcount_predictions_loss: 0.8940 288/1684 [====>.........................] - ETA: 3:39 - loss: 1475.6782 - logits_profile_predictions_loss: 1439.2049 - logcount_predictions_loss: 0.8940 289/1684 [====>.........................] - ETA: 3:39 - loss: 1475.6772 - logits_profile_predictions_loss: 1439.2049 - logcount_predictions_loss: 0.8939 290/1684 [====>.........................] - ETA: 3:39 - loss: 1475.6856 - logits_profile_predictions_loss: 1439.2144 - logcount_predictions_loss: 0.8939 291/1684 [====>.........................] - ETA: 3:39 - loss: 1475.6914 - logits_profile_predictions_loss: 1439.2215 - logcount_predictions_loss: 0.8939 292/1684 [====>.........................] - ETA: 3:39 - loss: 1475.6962 - logits_profile_predictions_loss: 1439.2276 - logcount_predictions_loss: 0.8938 293/1684 [====>.........................] - ETA: 3:39 - loss: 1475.7110 - logits_profile_predictions_loss: 1439.2438 - logcount_predictions_loss: 0.8938 294/1684 [====>.........................] - ETA: 3:38 - loss: 1475.7207 - logits_profile_predictions_loss: 1439.2550 - logcount_predictions_loss: 0.8938 295/1684 [====>.........................] - ETA: 3:38 - loss: 1475.7269 - logits_profile_predictions_loss: 1439.2625 - logcount_predictions_loss: 0.8937 296/1684 [====>.........................] - ETA: 3:38 - loss: 1475.7359 - logits_profile_predictions_loss: 1439.2730 - logcount_predictions_loss: 0.8937 297/1684 [====>.........................] - ETA: 3:38 - loss: 1475.7417 - logits_profile_predictions_loss: 1439.2803 - logcount_predictions_loss: 0.8937 298/1684 [====>.........................] - ETA: 3:38 - loss: 1475.7521 - logits_profile_predictions_loss: 1439.2923 - logcount_predictions_loss: 0.8936 299/1684 [====>.........................] - ETA: 3:38 - loss: 1475.7691 - logits_profile_predictions_loss: 1439.3108 - logcount_predictions_loss: 0.8936 300/1684 [====>.........................] - ETA: 3:38 - loss: 1475.7837 - logits_profile_predictions_loss: 1439.3269 - logcount_predictions_loss: 0.8936 301/1684 [====>.........................] - ETA: 3:37 - loss: 1475.8024 - logits_profile_predictions_loss: 1439.3472 - logcount_predictions_loss: 0.8935 302/1684 [====>.........................] - ETA: 3:37 - loss: 1475.8216 - logits_profile_predictions_loss: 1439.3678 - logcount_predictions_loss: 0.8935 303/1684 [====>.........................] - ETA: 3:37 - loss: 1475.8399 - logits_profile_predictions_loss: 1439.3877 - logcount_predictions_loss: 0.8934 304/1684 [====>.........................] - ETA: 3:37 - loss: 1475.8601 - logits_profile_predictions_loss: 1439.4091 - logcount_predictions_loss: 0.8934 305/1684 [====>.........................] - ETA: 3:37 - loss: 1475.8779 - logits_profile_predictions_loss: 1439.4283 - logcount_predictions_loss: 0.8934 306/1684 [====>.........................] - ETA: 3:37 - loss: 1475.8942 - logits_profile_predictions_loss: 1439.4460 - logcount_predictions_loss: 0.8933 307/1684 [====>.........................] - ETA: 3:36 - loss: 1475.9079 - logits_profile_predictions_loss: 1439.4611 - logcount_predictions_loss: 0.8933 308/1684 [====>.........................] - ETA: 3:36 - loss: 1475.9204 - logits_profile_predictions_loss: 1439.4749 - logcount_predictions_loss: 0.8933 309/1684 [====>.........................] - ETA: 3:36 - loss: 1475.9285 - logits_profile_predictions_loss: 1439.4844 - logcount_predictions_loss: 0.8932 310/1684 [====>.........................] - ETA: 3:36 - loss: 1475.9356 - logits_profile_predictions_loss: 1439.4928 - logcount_predictions_loss: 0.8932 311/1684 [====>.........................] - ETA: 3:36 - loss: 1475.9414 - logits_profile_predictions_loss: 1439.4999 - logcount_predictions_loss: 0.8932 312/1684 [====>.........................] - ETA: 3:36 - loss: 1475.9470 - logits_profile_predictions_loss: 1439.5068 - logcount_predictions_loss: 0.8931 313/1684 [====>.........................] - ETA: 3:36 - loss: 1475.9508 - logits_profile_predictions_loss: 1439.5120 - logcount_predictions_loss: 0.8931 314/1684 [====>.........................] - ETA: 3:35 - loss: 1475.9550 - logits_profile_predictions_loss: 1439.5176 - logcount_predictions_loss: 0.8931 315/1684 [====>.........................] - ETA: 3:35 - loss: 1475.9666 - logits_profile_predictions_loss: 1439.5306 - logcount_predictions_loss: 0.8930 316/1684 [====>.........................] - ETA: 3:35 - loss: 1475.9776 - logits_profile_predictions_loss: 1439.5429 - logcount_predictions_loss: 0.8930 317/1684 [====>.........................] - ETA: 3:35 - loss: 1475.9892 - logits_profile_predictions_loss: 1439.5558 - logcount_predictions_loss: 0.8930 318/1684 [====>.........................] - ETA: 3:35 - loss: 1475.9990 - logits_profile_predictions_loss: 1439.5668 - logcount_predictions_loss: 0.8930 319/1684 [====>.........................] - ETA: 3:35 - loss: 1476.0085 - logits_profile_predictions_loss: 1439.5775 - logcount_predictions_loss: 0.8929 320/1684 [====>.........................] - ETA: 3:34 - loss: 1476.0150 - logits_profile_predictions_loss: 1439.5852 - logcount_predictions_loss: 0.8929 321/1684 [====>.........................] - ETA: 3:34 - loss: 1476.0212 - logits_profile_predictions_loss: 1439.5926 - logcount_predictions_loss: 0.8929 322/1684 [====>.........................] - ETA: 3:34 - loss: 1476.0301 - logits_profile_predictions_loss: 1439.6027 - logcount_predictions_loss: 0.8928 323/1684 [====>.........................] - ETA: 3:34 - loss: 1476.0382 - logits_profile_predictions_loss: 1439.6119 - logcount_predictions_loss: 0.8928 324/1684 [====>.........................] - ETA: 3:34 - loss: 1476.0440 - logits_profile_predictions_loss: 1439.6191 - logcount_predictions_loss: 0.8928 325/1684 [====>.........................] - ETA: 3:34 - loss: 1476.0499 - logits_profile_predictions_loss: 1439.6262 - logcount_predictions_loss: 0.8927 326/1684 [====>.........................] - ETA: 3:34 - loss: 1476.0559 - logits_profile_predictions_loss: 1439.6333 - logcount_predictions_loss: 0.8927 327/1684 [====>.........................] - ETA: 3:33 - loss: 1476.0590 - logits_profile_predictions_loss: 1439.6374 - logcount_predictions_loss: 0.8927 328/1684 [====>.........................] - ETA: 3:33 - loss: 1476.0641 - logits_profile_predictions_loss: 1439.6436 - logcount_predictions_loss: 0.8927 329/1684 [====>.........................] - ETA: 3:33 - loss: 1476.0688 - logits_profile_predictions_loss: 1439.6494 - logcount_predictions_loss: 0.8926 330/1684 [====>.........................] - ETA: 3:33 - loss: 1476.0729 - logits_profile_predictions_loss: 1439.6546 - logcount_predictions_loss: 0.8926 331/1684 [====>.........................] - ETA: 3:33 - loss: 1476.0773 - logits_profile_predictions_loss: 1439.6600 - logcount_predictions_loss: 0.8926 332/1684 [====>.........................] - ETA: 3:33 - loss: 1476.0791 - 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logits_profile_predictions_loss: 1420.9379 - logcount_predictions_loss: 0.8385 192/1684 [==>...........................] - ETA: 3:54 - loss: 1455.0066 - logits_profile_predictions_loss: 1420.7945 - logcount_predictions_loss: 0.8385 193/1684 [==>...........................] - ETA: 3:54 - loss: 1454.8719 - logits_profile_predictions_loss: 1420.6590 - logcount_predictions_loss: 0.8385 194/1684 [==>...........................] - ETA: 3:54 - loss: 1454.7319 - logits_profile_predictions_loss: 1420.5179 - logcount_predictions_loss: 0.8386 195/1684 [==>...........................] - ETA: 3:54 - loss: 1454.5905 - logits_profile_predictions_loss: 1420.3756 - logcount_predictions_loss: 0.8386 196/1684 [==>...........................] - ETA: 3:54 - loss: 1454.4505 - logits_profile_predictions_loss: 1420.2347 - logcount_predictions_loss: 0.8386 197/1684 [==>...........................] - ETA: 3:54 - loss: 1454.3174 - logits_profile_predictions_loss: 1420.1004 - logcount_predictions_loss: 0.8386 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224/1684 [==>...........................] - ETA: 3:49 - loss: 1450.7705 - logits_profile_predictions_loss: 1416.5367 - logcount_predictions_loss: 0.8391 225/1684 [===>..........................] - ETA: 3:49 - loss: 1450.6631 - logits_profile_predictions_loss: 1416.4289 - logcount_predictions_loss: 0.8391 226/1684 [===>..........................] - ETA: 3:49 - loss: 1450.5599 - logits_profile_predictions_loss: 1416.3252 - logcount_predictions_loss: 0.8391 227/1684 [===>..........................] - ETA: 3:49 - loss: 1450.4546 - logits_profile_predictions_loss: 1416.2192 - logcount_predictions_loss: 0.8391 228/1684 [===>..........................] - ETA: 3:49 - loss: 1450.3529 - logits_profile_predictions_loss: 1416.1170 - logcount_predictions_loss: 0.8391 229/1684 [===>..........................] - ETA: 3:49 - loss: 1450.2553 - logits_profile_predictions_loss: 1416.0190 - logcount_predictions_loss: 0.8391 230/1684 [===>..........................] - ETA: 3:49 - loss: 1450.1579 - 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237/1684 [===>..........................] - ETA: 3:47 - loss: 1449.5069 - logits_profile_predictions_loss: 1415.2677 - logcount_predictions_loss: 0.8392 238/1684 [===>..........................] - ETA: 3:47 - loss: 1449.4267 - logits_profile_predictions_loss: 1415.1868 - logcount_predictions_loss: 0.8392 239/1684 [===>..........................] - ETA: 3:47 - loss: 1449.3507 - logits_profile_predictions_loss: 1415.1102 - logcount_predictions_loss: 0.8392 240/1684 [===>..........................] - ETA: 3:47 - loss: 1449.2730 - logits_profile_predictions_loss: 1415.0317 - logcount_predictions_loss: 0.8392 241/1684 [===>..........................] - ETA: 3:47 - loss: 1449.1946 - logits_profile_predictions_loss: 1414.9526 - logcount_predictions_loss: 0.8393 242/1684 [===>..........................] - ETA: 3:47 - loss: 1449.1147 - logits_profile_predictions_loss: 1414.8718 - logcount_predictions_loss: 0.8393 243/1684 [===>..........................] - ETA: 3:46 - loss: 1449.0364 - 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263/1684 [===>..........................] - ETA: 3:43 - loss: 1447.5628 - logits_profile_predictions_loss: 1413.3040 - logcount_predictions_loss: 0.8397 264/1684 [===>..........................] - ETA: 3:43 - loss: 1447.4944 - logits_profile_predictions_loss: 1413.2349 - logcount_predictions_loss: 0.8397 265/1684 [===>..........................] - ETA: 3:43 - loss: 1447.4313 - logits_profile_predictions_loss: 1413.1711 - logcount_predictions_loss: 0.8397 266/1684 [===>..........................] - ETA: 3:43 - loss: 1447.3651 - logits_profile_predictions_loss: 1413.1043 - logcount_predictions_loss: 0.8397 267/1684 [===>..........................] - ETA: 3:43 - loss: 1447.2997 - logits_profile_predictions_loss: 1413.0383 - logcount_predictions_loss: 0.8397 268/1684 [===>..........................] - ETA: 3:43 - loss: 1447.2381 - logits_profile_predictions_loss: 1412.9760 - logcount_predictions_loss: 0.8398 269/1684 [===>..........................] - ETA: 3:42 - loss: 1447.1779 - 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logits_profile_predictions_loss: 1412.2724 - logcount_predictions_loss: 0.8400 283/1684 [====>.........................] - ETA: 3:40 - loss: 1446.4976 - logits_profile_predictions_loss: 1412.2245 - logcount_predictions_loss: 0.8400 284/1684 [====>.........................] - ETA: 3:40 - loss: 1446.4507 - logits_profile_predictions_loss: 1412.1768 - logcount_predictions_loss: 0.8400 285/1684 [====>.........................] - ETA: 3:40 - loss: 1446.4048 - logits_profile_predictions_loss: 1412.1302 - logcount_predictions_loss: 0.8401 286/1684 [====>.........................] - ETA: 3:40 - loss: 1446.3553 - logits_profile_predictions_loss: 1412.0800 - logcount_predictions_loss: 0.8401 287/1684 [====>.........................] - ETA: 3:40 - loss: 1446.3035 - logits_profile_predictions_loss: 1412.0275 - logcount_predictions_loss: 0.8401 288/1684 [====>.........................] - ETA: 3:39 - loss: 1446.2512 - logits_profile_predictions_loss: 1411.9745 - logcount_predictions_loss: 0.8401 289/1684 [====>.........................] - ETA: 3:39 - loss: 1446.1986 - logits_profile_predictions_loss: 1411.9213 - logcount_predictions_loss: 0.8401 290/1684 [====>.........................] - ETA: 3:39 - loss: 1446.1437 - logits_profile_predictions_loss: 1411.8658 - logcount_predictions_loss: 0.8401 291/1684 [====>.........................] - ETA: 3:39 - loss: 1446.0874 - logits_profile_predictions_loss: 1411.8090 - logcount_predictions_loss: 0.8402 292/1684 [====>.........................] - ETA: 3:39 - loss: 1446.0353 - logits_profile_predictions_loss: 1411.7563 - logcount_predictions_loss: 0.8402 293/1684 [====>.........................] - ETA: 3:39 - loss: 1445.9917 - logits_profile_predictions_loss: 1411.7122 - logcount_predictions_loss: 0.8402 294/1684 [====>.........................] - ETA: 3:39 - loss: 1445.9494 - logits_profile_predictions_loss: 1411.6693 - logcount_predictions_loss: 0.8402 295/1684 [====>.........................] - ETA: 3:38 - loss: 1445.9125 - logits_profile_predictions_loss: 1411.6318 - logcount_predictions_loss: 0.8402 296/1684 [====>.........................] - ETA: 3:38 - loss: 1445.8729 - logits_profile_predictions_loss: 1411.5916 - logcount_predictions_loss: 0.8402 297/1684 [====>.........................] - ETA: 3:38 - loss: 1445.8299 - logits_profile_predictions_loss: 1411.5480 - logcount_predictions_loss: 0.8402 298/1684 [====>.........................] - ETA: 3:38 - loss: 1445.7884 - logits_profile_predictions_loss: 1411.5059 - logcount_predictions_loss: 0.8403 299/1684 [====>.........................] - ETA: 3:38 - loss: 1445.7461 - logits_profile_predictions_loss: 1411.4629 - logcount_predictions_loss: 0.8403 300/1684 [====>.........................] - ETA: 3:38 - loss: 1445.7046 - logits_profile_predictions_loss: 1411.4208 - logcount_predictions_loss: 0.8403 301/1684 [====>.........................] - ETA: 3:37 - loss: 1445.6657 - logits_profile_predictions_loss: 1411.3813 - logcount_predictions_loss: 0.8403 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logcount_predictions_loss: 0.8492 1681/1684 [============================>.] - ETA: 0s - loss: 1437.9428 - logits_profile_predictions_loss: 1403.2954 - logcount_predictions_loss: 0.8492 1682/1684 [============================>.] - ETA: 0s - loss: 1437.9449 - logits_profile_predictions_loss: 1403.2975 - logcount_predictions_loss: 0.8492 1683/1684 [============================>.] - ETA: 0s - loss: 1437.9469 - logits_profile_predictions_loss: 1403.2995 - logcount_predictions_loss: 0.8492 1684/1684 [==============================] - ETA: 0s - loss: 1437.9490 - logits_profile_predictions_loss: 1403.3016 - logcount_predictions_loss: 0.8492 1684/1684 [==============================] - 284s 168ms/step - loss: 1437.9510 - logits_profile_predictions_loss: 1403.3036 - logcount_predictions_loss: 0.8492 - val_loss: 1970.9813 - val_logits_profile_predictions_loss: 1929.8234 - val_logcount_predictions_loss: 1.0088 + +Epoch 00017: val_loss did not improve from 1912.66296 +Epoch 18/50 + 1/1684 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[..............................] - ETA: 4:21 - loss: 1334.5462 - logits_profile_predictions_loss: 1303.3854 - logcount_predictions_loss: 0.7637 28/1684 [..............................] - ETA: 4:20 - loss: 1337.7263 - logits_profile_predictions_loss: 1306.5636 - logcount_predictions_loss: 0.7638 29/1684 [..............................] - ETA: 4:20 - loss: 1340.9177 - logits_profile_predictions_loss: 1309.7481 - logcount_predictions_loss: 0.7640 30/1684 [..............................] - ETA: 4:20 - loss: 1343.7054 - logits_profile_predictions_loss: 1312.5346 - logcount_predictions_loss: 0.7640 31/1684 [..............................] - ETA: 4:20 - loss: 1345.7636 - logits_profile_predictions_loss: 1314.5965 - logcount_predictions_loss: 0.7639 32/1684 [..............................] - ETA: 4:20 - loss: 1347.7709 - logits_profile_predictions_loss: 1316.5917 - logcount_predictions_loss: 0.7642 33/1684 [..............................] - ETA: 4:20 - loss: 1349.5496 - 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[..............................] - ETA: 4:18 - loss: 1358.0856 - logits_profile_predictions_loss: 1326.7605 - logcount_predictions_loss: 0.7678 41/1684 [..............................] - ETA: 4:18 - loss: 1358.9159 - logits_profile_predictions_loss: 1327.5698 - logcount_predictions_loss: 0.7683 42/1684 [..............................] - ETA: 4:18 - loss: 1359.7657 - logits_profile_predictions_loss: 1328.3975 - logcount_predictions_loss: 0.7688 43/1684 [..............................] - ETA: 4:18 - loss: 1360.7087 - logits_profile_predictions_loss: 1329.3157 - logcount_predictions_loss: 0.7694 44/1684 [..............................] - ETA: 4:18 - loss: 1361.7172 - logits_profile_predictions_loss: 1330.3033 - logcount_predictions_loss: 0.7699 45/1684 [..............................] - ETA: 4:18 - loss: 1362.7413 - logits_profile_predictions_loss: 1331.3054 - logcount_predictions_loss: 0.7705 46/1684 [..............................] - ETA: 4:17 - loss: 1363.7851 - logits_profile_predictions_loss: 1332.3232 - logcount_predictions_loss: 0.7711 47/1684 [..............................] - ETA: 4:17 - loss: 1364.7270 - logits_profile_predictions_loss: 1333.2451 - logcount_predictions_loss: 0.7716 48/1684 [..............................] - ETA: 4:17 - loss: 1365.6021 - logits_profile_predictions_loss: 1334.1029 - logcount_predictions_loss: 0.7720 49/1684 [..............................] - ETA: 4:17 - loss: 1366.5969 - logits_profile_predictions_loss: 1335.0811 - logcount_predictions_loss: 0.7724 50/1684 [..............................] - ETA: 4:17 - loss: 1367.5022 - logits_profile_predictions_loss: 1335.9691 - logcount_predictions_loss: 0.7729 51/1684 [..............................] - ETA: 4:17 - loss: 1368.4315 - logits_profile_predictions_loss: 1336.8766 - logcount_predictions_loss: 0.7734 52/1684 [..............................] - ETA: 4:16 - loss: 1369.3299 - logits_profile_predictions_loss: 1337.7530 - logcount_predictions_loss: 0.7739 53/1684 [..............................] - ETA: 4:16 - loss: 1370.1118 - logits_profile_predictions_loss: 1338.5069 - logcount_predictions_loss: 0.7746 54/1684 [..............................] - ETA: 4:16 - loss: 1370.9499 - logits_profile_predictions_loss: 1339.3198 - logcount_predictions_loss: 0.7752 55/1684 [..............................] - ETA: 4:16 - loss: 1371.8544 - logits_profile_predictions_loss: 1340.2014 - logcount_predictions_loss: 0.7758 56/1684 [..............................] - ETA: 4:16 - loss: 1372.7136 - logits_profile_predictions_loss: 1341.0410 - logcount_predictions_loss: 0.7763 57/1684 [>.............................] - ETA: 4:16 - loss: 1373.4844 - logits_profile_predictions_loss: 1341.7922 - logcount_predictions_loss: 0.7768 58/1684 [>.............................] - ETA: 4:15 - loss: 1374.0755 - logits_profile_predictions_loss: 1342.3680 - logcount_predictions_loss: 0.7771 59/1684 [>.............................] - ETA: 4:15 - loss: 1374.7662 - 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logits_profile_predictions_loss: 1350.9501 - logcount_predictions_loss: 0.7817 73/1684 [>.............................] - ETA: 4:13 - loss: 1383.3675 - logits_profile_predictions_loss: 1351.4593 - logcount_predictions_loss: 0.7821 74/1684 [>.............................] - ETA: 4:13 - loss: 1383.8662 - logits_profile_predictions_loss: 1351.9443 - logcount_predictions_loss: 0.7824 75/1684 [>.............................] - ETA: 4:13 - loss: 1384.3147 - logits_profile_predictions_loss: 1352.3795 - logcount_predictions_loss: 0.7827 76/1684 [>.............................] - ETA: 4:13 - loss: 1384.7585 - logits_profile_predictions_loss: 1352.8118 - logcount_predictions_loss: 0.7830 77/1684 [>.............................] - ETA: 4:12 - loss: 1385.1506 - logits_profile_predictions_loss: 1353.1939 - logcount_predictions_loss: 0.7833 78/1684 [>.............................] - ETA: 4:12 - loss: 1385.5308 - logits_profile_predictions_loss: 1353.5641 - logcount_predictions_loss: 0.7835 79/1684 [>.............................] - ETA: 4:12 - loss: 1385.8730 - logits_profile_predictions_loss: 1353.8975 - logcount_predictions_loss: 0.7837 80/1684 [>.............................] - ETA: 4:12 - loss: 1386.3014 - logits_profile_predictions_loss: 1354.3169 - logcount_predictions_loss: 0.7839 81/1684 [>.............................] - ETA: 4:12 - loss: 1386.7378 - logits_profile_predictions_loss: 1354.7452 - logcount_predictions_loss: 0.7841 82/1684 [>.............................] - ETA: 4:12 - loss: 1387.1554 - logits_profile_predictions_loss: 1355.1564 - logcount_predictions_loss: 0.7843 83/1684 [>.............................] - ETA: 4:11 - loss: 1387.5415 - logits_profile_predictions_loss: 1355.5374 - logcount_predictions_loss: 0.7844 84/1684 [>.............................] - ETA: 4:11 - loss: 1387.9338 - logits_profile_predictions_loss: 1355.9245 - logcount_predictions_loss: 0.7845 85/1684 [>.............................] - ETA: 4:11 - loss: 1388.2958 - logits_profile_predictions_loss: 1356.2811 - logcount_predictions_loss: 0.7847 86/1684 [>.............................] - ETA: 4:11 - loss: 1388.6282 - logits_profile_predictions_loss: 1356.6077 - logcount_predictions_loss: 0.7848 87/1684 [>.............................] - ETA: 4:11 - loss: 1388.9792 - logits_profile_predictions_loss: 1356.9537 - logcount_predictions_loss: 0.7849 88/1684 [>.............................] - ETA: 4:11 - loss: 1389.2769 - logits_profile_predictions_loss: 1357.2461 - logcount_predictions_loss: 0.7851 89/1684 [>.............................] - ETA: 4:11 - loss: 1389.5865 - logits_profile_predictions_loss: 1357.5494 - logcount_predictions_loss: 0.7852 90/1684 [>.............................] - ETA: 4:10 - loss: 1389.8693 - logits_profile_predictions_loss: 1357.8268 - logcount_predictions_loss: 0.7854 91/1684 [>.............................] - ETA: 4:10 - loss: 1390.1480 - logits_profile_predictions_loss: 1358.1003 - logcount_predictions_loss: 0.7855 92/1684 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236/1684 [===>..........................] - ETA: 3:47 - loss: 1418.3745 - logits_profile_predictions_loss: 1385.4415 - logcount_predictions_loss: 0.8072 237/1684 [===>..........................] - ETA: 3:47 - loss: 1418.4633 - logits_profile_predictions_loss: 1385.5259 - logcount_predictions_loss: 0.8073 238/1684 [===>..........................] - ETA: 3:47 - loss: 1418.5500 - logits_profile_predictions_loss: 1385.6082 - logcount_predictions_loss: 0.8074 239/1684 [===>..........................] - ETA: 3:46 - loss: 1418.6295 - logits_profile_predictions_loss: 1385.6834 - logcount_predictions_loss: 0.8075 240/1684 [===>..........................] - ETA: 3:46 - loss: 1418.7147 - logits_profile_predictions_loss: 1385.7646 - logcount_predictions_loss: 0.8076 241/1684 [===>..........................] - ETA: 3:46 - loss: 1418.7933 - logits_profile_predictions_loss: 1385.8394 - logcount_predictions_loss: 0.8077 242/1684 [===>..........................] - ETA: 3:46 - loss: 1418.8686 - logits_profile_predictions_loss: 1385.9110 - logcount_predictions_loss: 0.8078 243/1684 [===>..........................] - ETA: 3:46 - loss: 1418.9442 - logits_profile_predictions_loss: 1385.9831 - logcount_predictions_loss: 0.8079 244/1684 [===>..........................] - ETA: 3:46 - loss: 1419.0185 - logits_profile_predictions_loss: 1386.0539 - logcount_predictions_loss: 0.8080 245/1684 [===>..........................] - ETA: 3:45 - loss: 1419.0918 - logits_profile_predictions_loss: 1386.1237 - logcount_predictions_loss: 0.8080 246/1684 [===>..........................] - ETA: 3:45 - loss: 1419.1669 - logits_profile_predictions_loss: 1386.1954 - logcount_predictions_loss: 0.8081 247/1684 [===>..........................] - ETA: 3:45 - loss: 1419.2383 - logits_profile_predictions_loss: 1386.2635 - logcount_predictions_loss: 0.8082 248/1684 [===>..........................] - ETA: 3:45 - loss: 1419.3094 - logits_profile_predictions_loss: 1386.3313 - logcount_predictions_loss: 0.8083 249/1684 [===>..........................] - ETA: 3:45 - loss: 1419.3778 - logits_profile_predictions_loss: 1386.3966 - logcount_predictions_loss: 0.8084 250/1684 [===>..........................] - ETA: 3:45 - loss: 1419.4414 - logits_profile_predictions_loss: 1386.4572 - logcount_predictions_loss: 0.8084 251/1684 [===>..........................] - ETA: 3:45 - loss: 1419.5065 - logits_profile_predictions_loss: 1386.5193 - logcount_predictions_loss: 0.8085 252/1684 [===>..........................] - ETA: 3:44 - loss: 1419.5701 - logits_profile_predictions_loss: 1386.5800 - logcount_predictions_loss: 0.8086 253/1684 [===>..........................] - ETA: 3:44 - loss: 1419.6301 - logits_profile_predictions_loss: 1386.6370 - logcount_predictions_loss: 0.8086 254/1684 [===>..........................] - ETA: 3:44 - loss: 1419.6872 - logits_profile_predictions_loss: 1386.6915 - logcount_predictions_loss: 0.8087 255/1684 [===>..........................] - ETA: 3:44 - loss: 1419.7415 - logits_profile_predictions_loss: 1386.7432 - logcount_predictions_loss: 0.8088 256/1684 [===>..........................] - ETA: 3:44 - loss: 1419.7934 - logits_profile_predictions_loss: 1386.7925 - logcount_predictions_loss: 0.8088 257/1684 [===>..........................] - ETA: 3:44 - loss: 1419.8447 - logits_profile_predictions_loss: 1386.8413 - logcount_predictions_loss: 0.8089 258/1684 [===>..........................] - ETA: 3:43 - loss: 1419.9012 - logits_profile_predictions_loss: 1386.8952 - logcount_predictions_loss: 0.8090 259/1684 [===>..........................] - ETA: 3:43 - loss: 1419.9565 - logits_profile_predictions_loss: 1386.9477 - logcount_predictions_loss: 0.8090 260/1684 [===>..........................] - ETA: 3:43 - loss: 1420.0071 - logits_profile_predictions_loss: 1386.9957 - logcount_predictions_loss: 0.8091 261/1684 [===>..........................] - ETA: 3:43 - loss: 1420.0524 - logits_profile_predictions_loss: 1387.0385 - logcount_predictions_loss: 0.8092 262/1684 [===>..........................] - ETA: 3:43 - loss: 1420.0977 - logits_profile_predictions_loss: 1387.0813 - logcount_predictions_loss: 0.8092 263/1684 [===>..........................] - ETA: 3:43 - loss: 1420.1492 - logits_profile_predictions_loss: 1387.1304 - logcount_predictions_loss: 0.8093 264/1684 [===>..........................] - ETA: 3:43 - loss: 1420.2031 - logits_profile_predictions_loss: 1387.1819 - logcount_predictions_loss: 0.8093 265/1684 [===>..........................] - ETA: 3:42 - loss: 1420.2527 - logits_profile_predictions_loss: 1387.2290 - logcount_predictions_loss: 0.8094 266/1684 [===>..........................] - ETA: 3:42 - loss: 1420.3000 - logits_profile_predictions_loss: 1387.2739 - logcount_predictions_loss: 0.8095 267/1684 [===>..........................] - ETA: 3:42 - loss: 1420.3414 - logits_profile_predictions_loss: 1387.3129 - logcount_predictions_loss: 0.8095 268/1684 [===>..........................] - ETA: 3:42 - loss: 1420.3926 - logits_profile_predictions_loss: 1387.3614 - logcount_predictions_loss: 0.8096 269/1684 [===>..........................] - ETA: 3:42 - loss: 1420.4471 - logits_profile_predictions_loss: 1387.4132 - logcount_predictions_loss: 0.8097 270/1684 [===>..........................] - ETA: 3:42 - loss: 1420.4991 - logits_profile_predictions_loss: 1387.4625 - logcount_predictions_loss: 0.8097 271/1684 [===>..........................] - ETA: 3:41 - loss: 1420.5515 - logits_profile_predictions_loss: 1387.5123 - logcount_predictions_loss: 0.8098 272/1684 [===>..........................] - ETA: 3:41 - loss: 1420.6045 - logits_profile_predictions_loss: 1387.5625 - logcount_predictions_loss: 0.8098 273/1684 [===>..........................] - ETA: 3:41 - loss: 1420.6529 - logits_profile_predictions_loss: 1387.6078 - logcount_predictions_loss: 0.8099 274/1684 [===>..........................] - ETA: 3:41 - loss: 1420.7030 - logits_profile_predictions_loss: 1387.6548 - logcount_predictions_loss: 0.8100 275/1684 [===>..........................] - ETA: 3:41 - loss: 1420.7510 - logits_profile_predictions_loss: 1387.6997 - logcount_predictions_loss: 0.8101 276/1684 [===>..........................] - ETA: 3:41 - loss: 1420.8019 - logits_profile_predictions_loss: 1387.7477 - logcount_predictions_loss: 0.8101 277/1684 [===>..........................] - ETA: 3:41 - loss: 1420.8480 - logits_profile_predictions_loss: 1387.7910 - logcount_predictions_loss: 0.8102 278/1684 [===>..........................] - ETA: 3:40 - loss: 1420.8976 - logits_profile_predictions_loss: 1387.8378 - logcount_predictions_loss: 0.8103 279/1684 [===>..........................] - ETA: 3:40 - loss: 1420.9436 - logits_profile_predictions_loss: 1387.8810 - logcount_predictions_loss: 0.8104 280/1684 [===>..........................] - ETA: 3:40 - loss: 1420.9886 - logits_profile_predictions_loss: 1387.9232 - logcount_predictions_loss: 0.8104 281/1684 [====>.........................] - ETA: 3:40 - loss: 1421.0349 - logits_profile_predictions_loss: 1387.9665 - logcount_predictions_loss: 0.8105 282/1684 [====>.........................] - ETA: 3:40 - loss: 1421.0817 - logits_profile_predictions_loss: 1388.0104 - logcount_predictions_loss: 0.8106 283/1684 [====>.........................] - ETA: 3:40 - loss: 1421.1284 - logits_profile_predictions_loss: 1388.0544 - logcount_predictions_loss: 0.8106 284/1684 [====>.........................] - ETA: 3:39 - loss: 1421.1766 - logits_profile_predictions_loss: 1388.0999 - logcount_predictions_loss: 0.8107 285/1684 [====>.........................] - ETA: 3:39 - loss: 1421.2211 - logits_profile_predictions_loss: 1388.1418 - logcount_predictions_loss: 0.8108 286/1684 [====>.........................] - ETA: 3:39 - loss: 1421.2621 - logits_profile_predictions_loss: 1388.1799 - logcount_predictions_loss: 0.8108 287/1684 [====>.........................] - ETA: 3:39 - loss: 1421.3020 - logits_profile_predictions_loss: 1388.2171 - logcount_predictions_loss: 0.8109 288/1684 [====>.........................] - ETA: 3:39 - loss: 1421.3407 - logits_profile_predictions_loss: 1388.2530 - logcount_predictions_loss: 0.8110 289/1684 [====>.........................] - ETA: 3:39 - loss: 1421.3811 - logits_profile_predictions_loss: 1388.2907 - logcount_predictions_loss: 0.8110 290/1684 [====>.........................] - ETA: 3:39 - loss: 1421.4196 - logits_profile_predictions_loss: 1388.3264 - logcount_predictions_loss: 0.8111 291/1684 [====>.........................] - ETA: 3:38 - loss: 1421.4529 - logits_profile_predictions_loss: 1388.3571 - logcount_predictions_loss: 0.8112 292/1684 [====>.........................] - ETA: 3:38 - loss: 1421.4846 - logits_profile_predictions_loss: 1388.3862 - logcount_predictions_loss: 0.8112 293/1684 [====>.........................] - ETA: 3:38 - loss: 1421.5182 - logits_profile_predictions_loss: 1388.4171 - logcount_predictions_loss: 0.8113 294/1684 [====>.........................] - ETA: 3:38 - loss: 1421.5493 - logits_profile_predictions_loss: 1388.4456 - logcount_predictions_loss: 0.8114 295/1684 [====>.........................] - ETA: 3:38 - loss: 1421.5782 - logits_profile_predictions_loss: 1388.4720 - logcount_predictions_loss: 0.8114 296/1684 [====>.........................] - ETA: 3:38 - loss: 1421.6051 - logits_profile_predictions_loss: 1388.4962 - logcount_predictions_loss: 0.8115 297/1684 [====>.........................] - ETA: 3:37 - loss: 1421.6312 - logits_profile_predictions_loss: 1388.5199 - logcount_predictions_loss: 0.8115 298/1684 [====>.........................] - ETA: 3:37 - loss: 1421.6526 - logits_profile_predictions_loss: 1388.5388 - logcount_predictions_loss: 0.8116 299/1684 [====>.........................] - ETA: 3:37 - loss: 1421.6742 - logits_profile_predictions_loss: 1388.5578 - logcount_predictions_loss: 0.8117 300/1684 [====>.........................] - ETA: 3:37 - loss: 1421.6969 - logits_profile_predictions_loss: 1388.5780 - logcount_predictions_loss: 0.8117 301/1684 [====>.........................] - ETA: 3:37 - loss: 1421.7203 - logits_profile_predictions_loss: 1388.5987 - logcount_predictions_loss: 0.8118 302/1684 [====>.........................] - ETA: 3:37 - loss: 1421.7453 - logits_profile_predictions_loss: 1388.6210 - logcount_predictions_loss: 0.8119 303/1684 [====>.........................] - ETA: 3:37 - loss: 1421.7753 - logits_profile_predictions_loss: 1388.6484 - logcount_predictions_loss: 0.8119 304/1684 [====>.........................] - ETA: 3:36 - loss: 1421.8036 - logits_profile_predictions_loss: 1388.6740 - logcount_predictions_loss: 0.8120 305/1684 [====>.........................] - ETA: 3:36 - loss: 1421.8361 - logits_profile_predictions_loss: 1388.7038 - logcount_predictions_loss: 0.8121 306/1684 [====>.........................] - ETA: 3:36 - loss: 1421.8725 - logits_profile_predictions_loss: 1388.7376 - logcount_predictions_loss: 0.8121 307/1684 [====>.........................] - ETA: 3:36 - loss: 1421.9084 - logits_profile_predictions_loss: 1388.7707 - logcount_predictions_loss: 0.8122 308/1684 [====>.........................] - ETA: 3:36 - loss: 1421.9419 - logits_profile_predictions_loss: 1388.8017 - logcount_predictions_loss: 0.8123 309/1684 [====>.........................] - ETA: 3:36 - loss: 1421.9730 - logits_profile_predictions_loss: 1388.8303 - logcount_predictions_loss: 0.8123 310/1684 [====>.........................] - ETA: 3:35 - loss: 1422.0043 - logits_profile_predictions_loss: 1388.8589 - logcount_predictions_loss: 0.8124 311/1684 [====>.........................] - ETA: 3:35 - loss: 1422.0355 - logits_profile_predictions_loss: 1388.8874 - logcount_predictions_loss: 0.8125 312/1684 [====>.........................] - ETA: 3:35 - loss: 1422.0683 - logits_profile_predictions_loss: 1388.9176 - logcount_predictions_loss: 0.8125 313/1684 [====>.........................] - ETA: 3:35 - loss: 1422.1018 - logits_profile_predictions_loss: 1388.9484 - logcount_predictions_loss: 0.8126 314/1684 [====>.........................] - ETA: 3:35 - loss: 1422.1357 - logits_profile_predictions_loss: 1388.9795 - logcount_predictions_loss: 0.8126 315/1684 [====>.........................] - ETA: 3:35 - loss: 1422.1673 - logits_profile_predictions_loss: 1389.0084 - logcount_predictions_loss: 0.8127 316/1684 [====>.........................] - ETA: 3:35 - loss: 1422.1949 - logits_profile_predictions_loss: 1389.0333 - logcount_predictions_loss: 0.8128 317/1684 [====>.........................] - ETA: 3:34 - loss: 1422.2211 - logits_profile_predictions_loss: 1389.0568 - logcount_predictions_loss: 0.8128 318/1684 [====>.........................] - ETA: 3:34 - loss: 1422.2477 - logits_profile_predictions_loss: 1389.0807 - logcount_predictions_loss: 0.8129 319/1684 [====>.........................] - ETA: 3:34 - loss: 1422.2756 - logits_profile_predictions_loss: 1389.1060 - logcount_predictions_loss: 0.8130 320/1684 [====>.........................] - ETA: 3:34 - loss: 1422.3024 - logits_profile_predictions_loss: 1389.1300 - logcount_predictions_loss: 0.8130 321/1684 [====>.........................] - ETA: 3:34 - loss: 1422.3256 - logits_profile_predictions_loss: 1389.1505 - logcount_predictions_loss: 0.8131 322/1684 [====>.........................] - ETA: 3:34 - loss: 1422.3483 - logits_profile_predictions_loss: 1389.1706 - logcount_predictions_loss: 0.8132 323/1684 [====>.........................] - ETA: 3:34 - loss: 1422.3712 - logits_profile_predictions_loss: 1389.1907 - logcount_predictions_loss: 0.8132 324/1684 [====>.........................] - ETA: 3:33 - loss: 1422.3952 - logits_profile_predictions_loss: 1389.2122 - logcount_predictions_loss: 0.8133 325/1684 [====>.........................] - ETA: 3:33 - loss: 1422.4230 - logits_profile_predictions_loss: 1389.2374 - logcount_predictions_loss: 0.8134 326/1684 [====>.........................] - ETA: 3:33 - loss: 1422.4530 - logits_profile_predictions_loss: 1389.2650 - logcount_predictions_loss: 0.8134 327/1684 [====>.........................] - ETA: 3:33 - loss: 1422.4854 - logits_profile_predictions_loss: 1389.2949 - logcount_predictions_loss: 0.8135 328/1684 [====>.........................] - ETA: 3:33 - loss: 1422.5171 - logits_profile_predictions_loss: 1389.3243 - logcount_predictions_loss: 0.8135 329/1684 [====>.........................] - ETA: 3:33 - loss: 1422.5487 - logits_profile_predictions_loss: 1389.3537 - logcount_predictions_loss: 0.8136 330/1684 [====>.........................] - ETA: 3:32 - loss: 1422.5828 - logits_profile_predictions_loss: 1389.3855 - logcount_predictions_loss: 0.8137 331/1684 [====>.........................] - ETA: 3:32 - loss: 1422.6140 - logits_profile_predictions_loss: 1389.4145 - logcount_predictions_loss: 0.8137 332/1684 [====>.........................] - ETA: 3:32 - loss: 1422.6433 - logits_profile_predictions_loss: 1389.4416 - logcount_predictions_loss: 0.8138 333/1684 [====>.........................] - ETA: 3:32 - loss: 1422.6775 - logits_profile_predictions_loss: 1389.4736 - logcount_predictions_loss: 0.8138 334/1684 [====>.........................] - ETA: 3:32 - loss: 1422.7102 - logits_profile_predictions_loss: 1389.5042 - logcount_predictions_loss: 0.8139 335/1684 [====>.........................] - ETA: 3:32 - loss: 1422.7434 - logits_profile_predictions_loss: 1389.5353 - logcount_predictions_loss: 0.8139 336/1684 [====>.........................] - ETA: 3:31 - loss: 1422.7770 - logits_profile_predictions_loss: 1389.5668 - logcount_predictions_loss: 0.8140 337/1684 [=====>........................] - ETA: 3:31 - loss: 1422.8092 - logits_profile_predictions_loss: 1389.5968 - logcount_predictions_loss: 0.8140 338/1684 [=====>........................] - ETA: 3:31 - loss: 1422.8455 - logits_profile_predictions_loss: 1389.6310 - logcount_predictions_loss: 0.8141 339/1684 [=====>........................] - ETA: 3:31 - loss: 1422.8806 - logits_profile_predictions_loss: 1389.6639 - logcount_predictions_loss: 0.8141 340/1684 [=====>........................] - ETA: 3:31 - loss: 1422.9153 - logits_profile_predictions_loss: 1389.6964 - logcount_predictions_loss: 0.8142 341/1684 [=====>........................] - ETA: 3:31 - loss: 1422.9462 - logits_profile_predictions_loss: 1389.7252 - logcount_predictions_loss: 0.8142 342/1684 [=====>........................] - ETA: 3:31 - loss: 1422.9748 - logits_profile_predictions_loss: 1389.7516 - logcount_predictions_loss: 0.8143 343/1684 [=====>........................] - ETA: 3:30 - loss: 1423.0039 - logits_profile_predictions_loss: 1389.7786 - logcount_predictions_loss: 0.8143 344/1684 [=====>........................] - ETA: 3:30 - loss: 1423.0328 - logits_profile_predictions_loss: 1389.8053 - logcount_predictions_loss: 0.8144 345/1684 [=====>........................] - ETA: 3:30 - loss: 1423.0666 - logits_profile_predictions_loss: 1389.8371 - logcount_predictions_loss: 0.8144 346/1684 [=====>........................] - ETA: 3:30 - loss: 1423.0975 - logits_profile_predictions_loss: 1389.8661 - logcount_predictions_loss: 0.8145 347/1684 [=====>........................] - ETA: 3:30 - loss: 1423.1292 - logits_profile_predictions_loss: 1389.8958 - logcount_predictions_loss: 0.8145 348/1684 [=====>........................] - ETA: 3:30 - loss: 1423.1601 - logits_profile_predictions_loss: 1389.9247 - logcount_predictions_loss: 0.8146 349/1684 [=====>........................] - ETA: 3:29 - loss: 1423.1912 - logits_profile_predictions_loss: 1389.9539 - logcount_predictions_loss: 0.8146 350/1684 [=====>........................] - ETA: 3:29 - loss: 1423.2238 - logits_profile_predictions_loss: 1389.9846 - logcount_predictions_loss: 0.8147 351/1684 [=====>........................] - ETA: 3:29 - loss: 1423.2585 - logits_profile_predictions_loss: 1390.0172 - logcount_predictions_loss: 0.8147 352/1684 [=====>........................] - ETA: 3:29 - loss: 1423.2897 - logits_profile_predictions_loss: 1390.0464 - logcount_predictions_loss: 0.8148 353/1684 [=====>........................] - ETA: 3:29 - loss: 1423.3217 - logits_profile_predictions_loss: 1390.0763 - logcount_predictions_loss: 0.8148 354/1684 [=====>........................] - ETA: 3:29 - loss: 1423.3550 - logits_profile_predictions_loss: 1390.1076 - logcount_predictions_loss: 0.8149 355/1684 [=====>........................] - ETA: 3:29 - loss: 1423.3883 - logits_profile_predictions_loss: 1390.1391 - logcount_predictions_loss: 0.8149 356/1684 [=====>........................] - ETA: 3:28 - loss: 1423.4225 - logits_profile_predictions_loss: 1390.1713 - logcount_predictions_loss: 0.8150 357/1684 [=====>........................] - ETA: 3:28 - loss: 1423.4562 - logits_profile_predictions_loss: 1390.2033 - logcount_predictions_loss: 0.8150 358/1684 [=====>........................] - ETA: 3:28 - loss: 1423.4895 - logits_profile_predictions_loss: 1390.2347 - logcount_predictions_loss: 0.8151 359/1684 [=====>........................] - ETA: 3:28 - loss: 1423.5207 - logits_profile_predictions_loss: 1390.2641 - logcount_predictions_loss: 0.8151 360/1684 [=====>........................] - ETA: 3:28 - loss: 1423.5516 - logits_profile_predictions_loss: 1390.2932 - logcount_predictions_loss: 0.8152 361/1684 [=====>........................] - ETA: 3:28 - loss: 1423.5829 - logits_profile_predictions_loss: 1390.3227 - logcount_predictions_loss: 0.8152 362/1684 [=====>........................] - ETA: 3:27 - loss: 1423.6147 - logits_profile_predictions_loss: 1390.3527 - logcount_predictions_loss: 0.8152 363/1684 [=====>........................] - ETA: 3:27 - loss: 1423.6475 - logits_profile_predictions_loss: 1390.3837 - logcount_predictions_loss: 0.8153 364/1684 [=====>........................] - ETA: 3:27 - loss: 1423.6773 - logits_profile_predictions_loss: 1390.4117 - logcount_predictions_loss: 0.8153 365/1684 [=====>........................] - ETA: 3:27 - loss: 1423.7060 - logits_profile_predictions_loss: 1390.4389 - logcount_predictions_loss: 0.8154 366/1684 [=====>........................] - ETA: 3:27 - loss: 1423.7353 - logits_profile_predictions_loss: 1390.4666 - logcount_predictions_loss: 0.8154 367/1684 [=====>........................] - ETA: 3:27 - loss: 1423.7662 - logits_profile_predictions_loss: 1390.4959 - logcount_predictions_loss: 0.8154 368/1684 [=====>........................] - ETA: 3:27 - loss: 1423.7960 - logits_profile_predictions_loss: 1390.5241 - logcount_predictions_loss: 0.8155 369/1684 [=====>........................] - ETA: 3:26 - loss: 1423.8265 - logits_profile_predictions_loss: 1390.5531 - logcount_predictions_loss: 0.8155 370/1684 [=====>........................] - ETA: 3:26 - loss: 1423.8584 - logits_profile_predictions_loss: 1390.5833 - logcount_predictions_loss: 0.8156 371/1684 [=====>........................] - ETA: 3:26 - loss: 1423.8879 - logits_profile_predictions_loss: 1390.6113 - logcount_predictions_loss: 0.8156 372/1684 [=====>........................] - ETA: 3:26 - loss: 1423.9177 - logits_profile_predictions_loss: 1390.6396 - logcount_predictions_loss: 0.8156 373/1684 [=====>........................] - ETA: 3:26 - loss: 1423.9483 - logits_profile_predictions_loss: 1390.6687 - logcount_predictions_loss: 0.8157 374/1684 [=====>........................] - ETA: 3:26 - loss: 1423.9784 - logits_profile_predictions_loss: 1390.6975 - logcount_predictions_loss: 0.8157 375/1684 [=====>........................] - ETA: 3:25 - loss: 1424.0108 - logits_profile_predictions_loss: 1390.7284 - logcount_predictions_loss: 0.8157 376/1684 [=====>........................] - ETA: 3:25 - loss: 1424.0411 - logits_profile_predictions_loss: 1390.7572 - logcount_predictions_loss: 0.8158 377/1684 [=====>........................] - ETA: 3:25 - loss: 1424.0747 - logits_profile_predictions_loss: 1390.7893 - logcount_predictions_loss: 0.8158 378/1684 [=====>........................] - ETA: 3:25 - loss: 1424.1082 - logits_profile_predictions_loss: 1390.8212 - logcount_predictions_loss: 0.8159 379/1684 [=====>........................] - ETA: 3:25 - loss: 1424.1405 - logits_profile_predictions_loss: 1390.8520 - logcount_predictions_loss: 0.8159 380/1684 [=====>........................] - ETA: 3:25 - loss: 1424.1758 - logits_profile_predictions_loss: 1390.8856 - logcount_predictions_loss: 0.8159 381/1684 [=====>........................] - ETA: 3:25 - loss: 1424.2118 - logits_profile_predictions_loss: 1390.9200 - logcount_predictions_loss: 0.8160 382/1684 [=====>........................] - ETA: 3:24 - loss: 1424.2474 - logits_profile_predictions_loss: 1390.9540 - logcount_predictions_loss: 0.8160 383/1684 [=====>........................] - ETA: 3:24 - loss: 1424.2803 - logits_profile_predictions_loss: 1390.9853 - logcount_predictions_loss: 0.8161 384/1684 [=====>........................] - ETA: 3:24 - loss: 1424.3143 - logits_profile_predictions_loss: 1391.0178 - logcount_predictions_loss: 0.8161 385/1684 [=====>........................] - ETA: 3:24 - loss: 1424.3488 - logits_profile_predictions_loss: 1391.0506 - logcount_predictions_loss: 0.8161 386/1684 [=====>........................] - ETA: 3:24 - loss: 1424.3846 - logits_profile_predictions_loss: 1391.0849 - logcount_predictions_loss: 0.8162 387/1684 [=====>........................] - ETA: 3:24 - loss: 1424.4199 - logits_profile_predictions_loss: 1391.1186 - logcount_predictions_loss: 0.8162 388/1684 [=====>........................] - ETA: 3:23 - loss: 1424.4531 - logits_profile_predictions_loss: 1391.1503 - logcount_predictions_loss: 0.8162 389/1684 [=====>........................] - ETA: 3:23 - loss: 1424.4881 - logits_profile_predictions_loss: 1391.1838 - logcount_predictions_loss: 0.8163 390/1684 [=====>........................] - ETA: 3:23 - loss: 1424.5223 - logits_profile_predictions_loss: 1391.2164 - logcount_predictions_loss: 0.8163 391/1684 [=====>........................] - ETA: 3:23 - loss: 1424.5564 - logits_profile_predictions_loss: 1391.2489 - logcount_predictions_loss: 0.8164 392/1684 [=====>........................] - ETA: 3:23 - loss: 1424.5897 - logits_profile_predictions_loss: 1391.2807 - logcount_predictions_loss: 0.8164 393/1684 [======>.......................] - ETA: 3:23 - loss: 1424.6218 - logits_profile_predictions_loss: 1391.3112 - logcount_predictions_loss: 0.8164 394/1684 [======>.......................] - ETA: 3:23 - loss: 1424.6547 - logits_profile_predictions_loss: 1391.3425 - logcount_predictions_loss: 0.8165 395/1684 [======>.......................] - ETA: 3:22 - loss: 1424.6883 - logits_profile_predictions_loss: 1391.3746 - logcount_predictions_loss: 0.8165 396/1684 [======>.......................] - ETA: 3:22 - loss: 1424.7209 - logits_profile_predictions_loss: 1391.4056 - logcount_predictions_loss: 0.8166 397/1684 [======>.......................] - ETA: 3:22 - loss: 1424.7542 - logits_profile_predictions_loss: 1391.4374 - logcount_predictions_loss: 0.8166 398/1684 [======>.......................] - ETA: 3:22 - loss: 1424.7852 - logits_profile_predictions_loss: 1391.4670 - logcount_predictions_loss: 0.8166 399/1684 [======>.......................] - ETA: 3:22 - loss: 1424.8181 - logits_profile_predictions_loss: 1391.4986 - logcount_predictions_loss: 0.8167 400/1684 [======>.......................] - ETA: 3:22 - loss: 1424.8548 - logits_profile_predictions_loss: 1391.5339 - logcount_predictions_loss: 0.8167 401/1684 [======>.......................] - ETA: 3:21 - loss: 1424.8925 - logits_profile_predictions_loss: 1391.5702 - logcount_predictions_loss: 0.8167 402/1684 [======>.......................] - ETA: 3:21 - loss: 1424.9325 - logits_profile_predictions_loss: 1391.6087 - logcount_predictions_loss: 0.8168 403/1684 [======>.......................] - ETA: 3:21 - loss: 1424.9735 - logits_profile_predictions_loss: 1391.6481 - logcount_predictions_loss: 0.8168 404/1684 [======>.......................] - ETA: 3:21 - loss: 1425.0132 - logits_profile_predictions_loss: 1391.6863 - logcount_predictions_loss: 0.8168 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logits_profile_predictions_loss: 1391.9414 - logcount_predictions_loss: 0.8171 412/1684 [======>.......................] - ETA: 3:20 - loss: 1425.3147 - logits_profile_predictions_loss: 1391.9750 - logcount_predictions_loss: 0.8171 413/1684 [======>.......................] - ETA: 3:20 - loss: 1425.3500 - logits_profile_predictions_loss: 1392.0087 - logcount_predictions_loss: 0.8172 414/1684 [======>.......................] - ETA: 3:19 - loss: 1425.3833 - logits_profile_predictions_loss: 1392.0403 - logcount_predictions_loss: 0.8172 415/1684 [======>.......................] - ETA: 3:19 - loss: 1425.4153 - logits_profile_predictions_loss: 1392.0706 - logcount_predictions_loss: 0.8173 416/1684 [======>.......................] - ETA: 3:19 - loss: 1425.4487 - logits_profile_predictions_loss: 1392.1024 - logcount_predictions_loss: 0.8173 417/1684 [======>.......................] - ETA: 3:19 - loss: 1425.4816 - logits_profile_predictions_loss: 1392.1336 - logcount_predictions_loss: 0.8174 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logits_profile_predictions_loss: 1392.3254 - logcount_predictions_loss: 0.8176 425/1684 [======>.......................] - ETA: 3:18 - loss: 1425.7106 - logits_profile_predictions_loss: 1392.3493 - logcount_predictions_loss: 0.8177 426/1684 [======>.......................] - ETA: 3:18 - loss: 1425.7366 - logits_profile_predictions_loss: 1392.3736 - logcount_predictions_loss: 0.8177 427/1684 [======>.......................] - ETA: 3:17 - loss: 1425.7620 - logits_profile_predictions_loss: 1392.3974 - logcount_predictions_loss: 0.8178 428/1684 [======>.......................] - ETA: 3:17 - loss: 1425.7895 - logits_profile_predictions_loss: 1392.4231 - logcount_predictions_loss: 0.8178 429/1684 [======>.......................] - ETA: 3:17 - loss: 1425.8156 - logits_profile_predictions_loss: 1392.4475 - logcount_predictions_loss: 0.8178 430/1684 [======>.......................] - ETA: 3:17 - loss: 1425.8418 - logits_profile_predictions_loss: 1392.4719 - logcount_predictions_loss: 0.8179 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logits_profile_predictions_loss: 1400.6920 - logcount_predictions_loss: 0.8254 162/1684 [=>............................] - ETA: 3:59 - loss: 1434.2799 - logits_profile_predictions_loss: 1400.6096 - logcount_predictions_loss: 0.8252 163/1684 [=>............................] - ETA: 3:59 - loss: 1434.1940 - logits_profile_predictions_loss: 1400.5288 - logcount_predictions_loss: 0.8251 164/1684 [=>............................] - ETA: 3:59 - loss: 1434.1241 - logits_profile_predictions_loss: 1400.4641 - logcount_predictions_loss: 0.8250 165/1684 [=>............................] - ETA: 3:59 - loss: 1434.0508 - logits_profile_predictions_loss: 1400.3963 - logcount_predictions_loss: 0.8249 166/1684 [=>............................] - ETA: 3:58 - loss: 1433.9676 - logits_profile_predictions_loss: 1400.3182 - logcount_predictions_loss: 0.8247 167/1684 [=>............................] - ETA: 3:58 - loss: 1433.8766 - logits_profile_predictions_loss: 1400.2323 - logcount_predictions_loss: 0.8246 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logits_profile_predictions_loss: 1399.6583 - logcount_predictions_loss: 0.8237 175/1684 [==>...........................] - ETA: 3:57 - loss: 1433.1918 - logits_profile_predictions_loss: 1399.5908 - logcount_predictions_loss: 0.8236 176/1684 [==>...........................] - ETA: 3:57 - loss: 1433.1189 - logits_profile_predictions_loss: 1399.5227 - logcount_predictions_loss: 0.8234 177/1684 [==>...........................] - ETA: 3:57 - loss: 1433.0402 - logits_profile_predictions_loss: 1399.4492 - logcount_predictions_loss: 0.8233 178/1684 [==>...........................] - ETA: 3:57 - loss: 1432.9684 - logits_profile_predictions_loss: 1399.3822 - logcount_predictions_loss: 0.8232 179/1684 [==>...........................] - ETA: 3:56 - loss: 1432.9081 - logits_profile_predictions_loss: 1399.3269 - logcount_predictions_loss: 0.8231 180/1684 [==>...........................] - ETA: 3:56 - loss: 1432.8543 - logits_profile_predictions_loss: 1399.2780 - logcount_predictions_loss: 0.8229 181/1684 [==>...........................] - ETA: 3:56 - loss: 1432.8044 - logits_profile_predictions_loss: 1399.2329 - logcount_predictions_loss: 0.8228 182/1684 [==>...........................] - ETA: 3:56 - loss: 1432.7612 - logits_profile_predictions_loss: 1399.1942 - logcount_predictions_loss: 0.8227 183/1684 [==>...........................] - ETA: 3:56 - loss: 1432.7160 - logits_profile_predictions_loss: 1399.1536 - logcount_predictions_loss: 0.8226 184/1684 [==>...........................] - ETA: 3:56 - loss: 1432.6680 - logits_profile_predictions_loss: 1399.1103 - logcount_predictions_loss: 0.8225 185/1684 [==>...........................] - ETA: 3:55 - loss: 1432.6299 - logits_profile_predictions_loss: 1399.0767 - logcount_predictions_loss: 0.8224 186/1684 [==>...........................] - ETA: 3:55 - loss: 1432.5904 - logits_profile_predictions_loss: 1399.0415 - logcount_predictions_loss: 0.8223 187/1684 [==>...........................] - ETA: 3:55 - loss: 1432.5485 - logits_profile_predictions_loss: 1399.0040 - logcount_predictions_loss: 0.8222 188/1684 [==>...........................] - ETA: 3:55 - loss: 1432.4976 - logits_profile_predictions_loss: 1398.9573 - logcount_predictions_loss: 0.8221 189/1684 [==>...........................] - ETA: 3:55 - loss: 1432.4433 - logits_profile_predictions_loss: 1398.9074 - logcount_predictions_loss: 0.8220 190/1684 [==>...........................] - ETA: 3:55 - loss: 1432.3856 - logits_profile_predictions_loss: 1398.8543 - logcount_predictions_loss: 0.8218 191/1684 [==>...........................] - ETA: 3:55 - loss: 1432.3200 - logits_profile_predictions_loss: 1398.7931 - logcount_predictions_loss: 0.8217 192/1684 [==>...........................] - ETA: 3:54 - loss: 1432.2593 - logits_profile_predictions_loss: 1398.7366 - logcount_predictions_loss: 0.8216 193/1684 [==>...........................] - ETA: 3:54 - loss: 1432.1898 - logits_profile_predictions_loss: 1398.6714 - logcount_predictions_loss: 0.8215 194/1684 [==>...........................] - ETA: 3:54 - loss: 1432.1180 - logits_profile_predictions_loss: 1398.6041 - logcount_predictions_loss: 0.8214 195/1684 [==>...........................] - ETA: 3:54 - loss: 1432.0459 - logits_profile_predictions_loss: 1398.5366 - logcount_predictions_loss: 0.8213 196/1684 [==>...........................] - ETA: 3:54 - loss: 1431.9717 - logits_profile_predictions_loss: 1398.4670 - logcount_predictions_loss: 0.8212 197/1684 [==>...........................] - ETA: 3:54 - loss: 1431.8961 - logits_profile_predictions_loss: 1398.3958 - logcount_predictions_loss: 0.8211 198/1684 [==>...........................] - ETA: 3:53 - loss: 1431.8114 - logits_profile_predictions_loss: 1398.3154 - logcount_predictions_loss: 0.8210 199/1684 [==>...........................] - ETA: 3:53 - loss: 1431.7237 - logits_profile_predictions_loss: 1398.2322 - logcount_predictions_loss: 0.8209 200/1684 [==>...........................] - ETA: 3:53 - loss: 1431.6375 - logits_profile_predictions_loss: 1398.1505 - logcount_predictions_loss: 0.8208 201/1684 [==>...........................] - ETA: 3:53 - loss: 1431.5549 - logits_profile_predictions_loss: 1398.0723 - logcount_predictions_loss: 0.8206 202/1684 [==>...........................] - ETA: 3:53 - loss: 1431.4711 - logits_profile_predictions_loss: 1397.9926 - logcount_predictions_loss: 0.8205 203/1684 [==>...........................] - ETA: 3:53 - loss: 1431.3810 - logits_profile_predictions_loss: 1397.9064 - logcount_predictions_loss: 0.8205 204/1684 [==>...........................] - ETA: 3:52 - loss: 1431.2901 - logits_profile_predictions_loss: 1397.8193 - logcount_predictions_loss: 0.8204 205/1684 [==>...........................] - ETA: 3:52 - loss: 1431.2013 - logits_profile_predictions_loss: 1397.7343 - logcount_predictions_loss: 0.8203 206/1684 [==>...........................] - ETA: 3:52 - loss: 1431.1145 - logits_profile_predictions_loss: 1397.6513 - logcount_predictions_loss: 0.8202 207/1684 [==>...........................] - ETA: 3:52 - loss: 1431.0276 - logits_profile_predictions_loss: 1397.5682 - logcount_predictions_loss: 0.8201 208/1684 [==>...........................] - ETA: 3:52 - loss: 1430.9388 - logits_profile_predictions_loss: 1397.4833 - logcount_predictions_loss: 0.8200 209/1684 [==>...........................] - ETA: 3:52 - loss: 1430.8555 - logits_profile_predictions_loss: 1397.4040 - logcount_predictions_loss: 0.8199 210/1684 [==>...........................] - ETA: 3:52 - loss: 1430.7776 - logits_profile_predictions_loss: 1397.3303 - logcount_predictions_loss: 0.8198 211/1684 [==>...........................] - ETA: 3:51 - loss: 1430.6991 - logits_profile_predictions_loss: 1397.2560 - logcount_predictions_loss: 0.8197 212/1684 [==>...........................] - ETA: 3:51 - loss: 1430.6235 - logits_profile_predictions_loss: 1397.1844 - logcount_predictions_loss: 0.8196 213/1684 [==>...........................] - ETA: 3:51 - loss: 1430.5554 - logits_profile_predictions_loss: 1397.1204 - logcount_predictions_loss: 0.8195 214/1684 [==>...........................] - ETA: 3:51 - loss: 1430.4841 - logits_profile_predictions_loss: 1397.0532 - logcount_predictions_loss: 0.8194 215/1684 [==>...........................] - ETA: 3:51 - loss: 1430.4079 - logits_profile_predictions_loss: 1396.9810 - logcount_predictions_loss: 0.8193 216/1684 [==>...........................] - ETA: 3:51 - loss: 1430.3326 - logits_profile_predictions_loss: 1396.9099 - logcount_predictions_loss: 0.8192 217/1684 [==>...........................] - ETA: 3:50 - loss: 1430.2535 - logits_profile_predictions_loss: 1396.8348 - logcount_predictions_loss: 0.8191 218/1684 [==>...........................] - ETA: 3:50 - loss: 1430.1700 - logits_profile_predictions_loss: 1396.7556 - logcount_predictions_loss: 0.8190 219/1684 [==>...........................] - ETA: 3:50 - loss: 1430.0893 - logits_profile_predictions_loss: 1396.6795 - logcount_predictions_loss: 0.8189 220/1684 [==>...........................] - ETA: 3:50 - loss: 1430.0085 - logits_profile_predictions_loss: 1396.6031 - logcount_predictions_loss: 0.8188 221/1684 [==>...........................] - ETA: 3:50 - loss: 1429.9347 - logits_profile_predictions_loss: 1396.5336 - logcount_predictions_loss: 0.8187 222/1684 [==>...........................] - ETA: 3:50 - loss: 1429.8570 - logits_profile_predictions_loss: 1396.4601 - logcount_predictions_loss: 0.8185 223/1684 [==>...........................] - ETA: 3:50 - loss: 1429.7876 - logits_profile_predictions_loss: 1396.3950 - logcount_predictions_loss: 0.8184 224/1684 [==>...........................] - ETA: 3:49 - loss: 1429.7155 - logits_profile_predictions_loss: 1396.3271 - logcount_predictions_loss: 0.8183 225/1684 [===>..........................] - ETA: 3:49 - loss: 1429.6447 - logits_profile_predictions_loss: 1396.2604 - logcount_predictions_loss: 0.8182 226/1684 [===>..........................] - ETA: 3:49 - loss: 1429.5727 - logits_profile_predictions_loss: 1396.1925 - logcount_predictions_loss: 0.8181 227/1684 [===>..........................] - ETA: 3:49 - loss: 1429.5000 - logits_profile_predictions_loss: 1396.1238 - logcount_predictions_loss: 0.8180 228/1684 [===>..........................] - ETA: 3:49 - loss: 1429.4355 - logits_profile_predictions_loss: 1396.0633 - logcount_predictions_loss: 0.8179 229/1684 [===>..........................] - ETA: 3:49 - loss: 1429.3754 - logits_profile_predictions_loss: 1396.0070 - logcount_predictions_loss: 0.8178 230/1684 [===>..........................] - ETA: 3:48 - loss: 1429.3167 - logits_profile_predictions_loss: 1395.9522 - logcount_predictions_loss: 0.8178 231/1684 [===>..........................] - ETA: 3:48 - loss: 1429.2569 - logits_profile_predictions_loss: 1395.8961 - logcount_predictions_loss: 0.8177 232/1684 [===>..........................] - ETA: 3:48 - loss: 1429.1948 - logits_profile_predictions_loss: 1395.8378 - logcount_predictions_loss: 0.8176 233/1684 [===>..........................] - ETA: 3:48 - loss: 1429.1363 - logits_profile_predictions_loss: 1395.7831 - logcount_predictions_loss: 0.8175 234/1684 [===>..........................] - ETA: 3:48 - loss: 1429.0781 - logits_profile_predictions_loss: 1395.7284 - logcount_predictions_loss: 0.8174 235/1684 [===>..........................] - ETA: 3:48 - loss: 1429.0217 - logits_profile_predictions_loss: 1395.6757 - logcount_predictions_loss: 0.8173 236/1684 [===>..........................] - ETA: 3:48 - loss: 1428.9669 - logits_profile_predictions_loss: 1395.6243 - logcount_predictions_loss: 0.8172 237/1684 [===>..........................] - ETA: 3:47 - loss: 1428.9109 - logits_profile_predictions_loss: 1395.5719 - logcount_predictions_loss: 0.8171 238/1684 [===>..........................] - ETA: 3:47 - loss: 1428.8502 - logits_profile_predictions_loss: 1395.5148 - logcount_predictions_loss: 0.8170 239/1684 [===>..........................] - ETA: 3:47 - loss: 1428.7851 - logits_profile_predictions_loss: 1395.4536 - logcount_predictions_loss: 0.8169 240/1684 [===>..........................] - ETA: 3:47 - loss: 1428.7256 - logits_profile_predictions_loss: 1395.3982 - logcount_predictions_loss: 0.8168 241/1684 [===>..........................] - ETA: 3:47 - loss: 1428.6675 - logits_profile_predictions_loss: 1395.3440 - logcount_predictions_loss: 0.8167 242/1684 [===>..........................] - ETA: 3:47 - loss: 1428.6176 - logits_profile_predictions_loss: 1395.2980 - logcount_predictions_loss: 0.8167 243/1684 [===>..........................] - ETA: 3:46 - loss: 1428.5605 - logits_profile_predictions_loss: 1395.2450 - logcount_predictions_loss: 0.8166 244/1684 [===>..........................] - ETA: 3:46 - loss: 1428.5066 - logits_profile_predictions_loss: 1395.1950 - logcount_predictions_loss: 0.8165 245/1684 [===>..........................] - ETA: 3:46 - loss: 1428.4541 - logits_profile_predictions_loss: 1395.1465 - logcount_predictions_loss: 0.8164 246/1684 [===>..........................] - ETA: 3:46 - loss: 1428.4021 - logits_profile_predictions_loss: 1395.0985 - logcount_predictions_loss: 0.8163 247/1684 [===>..........................] - ETA: 3:46 - loss: 1428.3562 - logits_profile_predictions_loss: 1395.0564 - logcount_predictions_loss: 0.8162 248/1684 [===>..........................] - ETA: 3:46 - loss: 1428.3107 - logits_profile_predictions_loss: 1395.0146 - logcount_predictions_loss: 0.8161 249/1684 [===>..........................] - ETA: 3:45 - loss: 1428.2600 - logits_profile_predictions_loss: 1394.9676 - logcount_predictions_loss: 0.8160 250/1684 [===>..........................] - ETA: 3:45 - loss: 1428.2154 - logits_profile_predictions_loss: 1394.9267 - logcount_predictions_loss: 0.8159 251/1684 [===>..........................] - ETA: 3:45 - loss: 1428.1694 - logits_profile_predictions_loss: 1394.8843 - logcount_predictions_loss: 0.8158 252/1684 [===>..........................] - ETA: 3:45 - loss: 1428.1288 - logits_profile_predictions_loss: 1394.8472 - logcount_predictions_loss: 0.8157 253/1684 [===>..........................] - ETA: 3:45 - loss: 1428.0884 - logits_profile_predictions_loss: 1394.8101 - logcount_predictions_loss: 0.8156 254/1684 [===>..........................] - ETA: 3:45 - loss: 1428.0446 - logits_profile_predictions_loss: 1394.7697 - logcount_predictions_loss: 0.8156 255/1684 [===>..........................] - ETA: 3:45 - loss: 1428.0053 - logits_profile_predictions_loss: 1394.7336 - logcount_predictions_loss: 0.8155 256/1684 [===>..........................] - ETA: 3:44 - loss: 1427.9658 - logits_profile_predictions_loss: 1394.6975 - logcount_predictions_loss: 0.8154 257/1684 [===>..........................] - ETA: 3:44 - loss: 1427.9227 - logits_profile_predictions_loss: 1394.6576 - logcount_predictions_loss: 0.8153 258/1684 [===>..........................] - ETA: 3:44 - loss: 1427.8745 - logits_profile_predictions_loss: 1394.6128 - logcount_predictions_loss: 0.8152 259/1684 [===>..........................] - ETA: 3:44 - loss: 1427.8320 - logits_profile_predictions_loss: 1394.5738 - logcount_predictions_loss: 0.8152 260/1684 [===>..........................] - ETA: 3:44 - loss: 1427.7852 - logits_profile_predictions_loss: 1394.5305 - logcount_predictions_loss: 0.8151 261/1684 [===>..........................] - ETA: 3:44 - loss: 1427.7421 - logits_profile_predictions_loss: 1394.4907 - logcount_predictions_loss: 0.8150 262/1684 [===>..........................] - ETA: 3:43 - loss: 1427.7032 - logits_profile_predictions_loss: 1394.4553 - logcount_predictions_loss: 0.8149 263/1684 [===>..........................] - ETA: 3:43 - loss: 1427.6579 - logits_profile_predictions_loss: 1394.4132 - logcount_predictions_loss: 0.8148 264/1684 [===>..........................] - ETA: 3:43 - loss: 1427.6073 - logits_profile_predictions_loss: 1394.3661 - logcount_predictions_loss: 0.8147 265/1684 [===>..........................] - ETA: 3:43 - loss: 1427.5555 - logits_profile_predictions_loss: 1394.3178 - logcount_predictions_loss: 0.8146 266/1684 [===>..........................] - ETA: 3:43 - loss: 1427.5025 - logits_profile_predictions_loss: 1394.2683 - logcount_predictions_loss: 0.8146 267/1684 [===>..........................] - ETA: 3:43 - loss: 1427.4492 - logits_profile_predictions_loss: 1394.2183 - logcount_predictions_loss: 0.8145 268/1684 [===>..........................] - ETA: 3:43 - loss: 1427.3968 - logits_profile_predictions_loss: 1394.1691 - logcount_predictions_loss: 0.8144 269/1684 [===>..........................] - ETA: 3:42 - loss: 1427.3432 - logits_profile_predictions_loss: 1394.1188 - logcount_predictions_loss: 0.8143 270/1684 [===>..........................] - ETA: 3:42 - loss: 1427.2844 - logits_profile_predictions_loss: 1394.0631 - logcount_predictions_loss: 0.8142 271/1684 [===>..........................] - ETA: 3:42 - loss: 1427.2255 - logits_profile_predictions_loss: 1394.0073 - logcount_predictions_loss: 0.8142 272/1684 [===>..........................] - ETA: 3:42 - loss: 1427.1630 - logits_profile_predictions_loss: 1393.9480 - logcount_predictions_loss: 0.8141 273/1684 [===>..........................] - ETA: 3:42 - loss: 1427.0987 - logits_profile_predictions_loss: 1393.8867 - logcount_predictions_loss: 0.8140 274/1684 [===>..........................] - ETA: 3:42 - loss: 1427.0340 - logits_profile_predictions_loss: 1393.8249 - logcount_predictions_loss: 0.8139 275/1684 [===>..........................] - ETA: 3:42 - loss: 1426.9688 - logits_profile_predictions_loss: 1393.7627 - logcount_predictions_loss: 0.8139 276/1684 [===>..........................] - ETA: 3:41 - loss: 1426.9021 - logits_profile_predictions_loss: 1393.6989 - logcount_predictions_loss: 0.8138 277/1684 [===>..........................] - ETA: 3:41 - loss: 1426.8324 - logits_profile_predictions_loss: 1393.6319 - logcount_predictions_loss: 0.8137 278/1684 [===>..........................] - ETA: 3:41 - loss: 1426.7651 - logits_profile_predictions_loss: 1393.5671 - logcount_predictions_loss: 0.8137 279/1684 [===>..........................] - ETA: 3:41 - loss: 1426.6943 - logits_profile_predictions_loss: 1393.4987 - logcount_predictions_loss: 0.8136 280/1684 [===>..........................] - ETA: 3:41 - loss: 1426.6302 - logits_profile_predictions_loss: 1393.4370 - logcount_predictions_loss: 0.8136 281/1684 [====>.........................] - ETA: 3:41 - loss: 1426.5637 - logits_profile_predictions_loss: 1393.3730 - logcount_predictions_loss: 0.8135 282/1684 [====>.........................] - ETA: 3:40 - loss: 1426.4968 - logits_profile_predictions_loss: 1393.3086 - logcount_predictions_loss: 0.8134 283/1684 [====>.........................] - ETA: 3:40 - loss: 1426.4341 - logits_profile_predictions_loss: 1393.2483 - logcount_predictions_loss: 0.8134 284/1684 [====>.........................] - ETA: 3:40 - loss: 1426.3712 - logits_profile_predictions_loss: 1393.1879 - logcount_predictions_loss: 0.8133 285/1684 [====>.........................] - ETA: 3:40 - loss: 1426.3082 - logits_profile_predictions_loss: 1393.1274 - logcount_predictions_loss: 0.8133 286/1684 [====>.........................] - ETA: 3:40 - loss: 1426.2465 - logits_profile_predictions_loss: 1393.0682 - logcount_predictions_loss: 0.8132 287/1684 [====>.........................] - ETA: 3:40 - loss: 1426.1851 - logits_profile_predictions_loss: 1393.0094 - logcount_predictions_loss: 0.8131 288/1684 [====>.........................] - ETA: 3:40 - loss: 1426.1278 - logits_profile_predictions_loss: 1392.9546 - logcount_predictions_loss: 0.8131 289/1684 [====>.........................] - ETA: 3:39 - loss: 1426.0759 - logits_profile_predictions_loss: 1392.9053 - logcount_predictions_loss: 0.8130 290/1684 [====>.........................] - ETA: 3:39 - loss: 1426.0254 - logits_profile_predictions_loss: 1392.8575 - logcount_predictions_loss: 0.8129 291/1684 [====>.........................] - ETA: 3:39 - loss: 1425.9748 - logits_profile_predictions_loss: 1392.8093 - logcount_predictions_loss: 0.8129 292/1684 [====>.........................] - ETA: 3:39 - loss: 1425.9237 - logits_profile_predictions_loss: 1392.7608 - logcount_predictions_loss: 0.8128 293/1684 [====>.........................] - ETA: 3:39 - loss: 1425.8751 - logits_profile_predictions_loss: 1392.7145 - logcount_predictions_loss: 0.8128 294/1684 [====>.........................] - ETA: 3:39 - loss: 1425.8230 - logits_profile_predictions_loss: 1392.6647 - logcount_predictions_loss: 0.8127 295/1684 [====>.........................] - ETA: 3:38 - loss: 1425.7719 - logits_profile_predictions_loss: 1392.6159 - logcount_predictions_loss: 0.8126 296/1684 [====>.........................] - ETA: 3:38 - loss: 1425.7197 - logits_profile_predictions_loss: 1392.5659 - logcount_predictions_loss: 0.8126 297/1684 [====>.........................] - ETA: 3:38 - loss: 1425.6724 - logits_profile_predictions_loss: 1392.5206 - logcount_predictions_loss: 0.8125 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311/1684 [====>.........................] - ETA: 3:36 - loss: 1425.0466 - logits_profile_predictions_loss: 1391.9233 - logcount_predictions_loss: 0.8118 312/1684 [====>.........................] - ETA: 3:36 - loss: 1424.9997 - logits_profile_predictions_loss: 1391.8787 - logcount_predictions_loss: 0.8118 313/1684 [====>.........................] - ETA: 3:36 - loss: 1424.9509 - logits_profile_predictions_loss: 1391.8321 - logcount_predictions_loss: 0.8117 314/1684 [====>.........................] - ETA: 3:35 - loss: 1424.8995 - logits_profile_predictions_loss: 1391.7828 - logcount_predictions_loss: 0.8117 315/1684 [====>.........................] - ETA: 3:35 - loss: 1424.8509 - logits_profile_predictions_loss: 1391.7363 - logcount_predictions_loss: 0.8116 316/1684 [====>.........................] - ETA: 3:35 - loss: 1424.8018 - logits_profile_predictions_loss: 1391.6894 - logcount_predictions_loss: 0.8116 317/1684 [====>.........................] - ETA: 3:35 - loss: 1424.7559 - 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324/1684 [====>.........................] - ETA: 3:34 - loss: 1424.4280 - logits_profile_predictions_loss: 1391.3312 - logcount_predictions_loss: 0.8112 325/1684 [====>.........................] - ETA: 3:34 - loss: 1424.3751 - logits_profile_predictions_loss: 1391.2801 - logcount_predictions_loss: 0.8112 326/1684 [====>.........................] - ETA: 3:34 - loss: 1424.3242 - logits_profile_predictions_loss: 1391.2311 - logcount_predictions_loss: 0.8111 327/1684 [====>.........................] - ETA: 3:33 - loss: 1424.2691 - logits_profile_predictions_loss: 1391.1779 - logcount_predictions_loss: 0.8111 328/1684 [====>.........................] - ETA: 3:33 - loss: 1424.2156 - logits_profile_predictions_loss: 1391.1263 - logcount_predictions_loss: 0.8110 329/1684 [====>.........................] - ETA: 3:33 - loss: 1424.1617 - logits_profile_predictions_loss: 1391.0743 - logcount_predictions_loss: 0.8110 330/1684 [====>.........................] - ETA: 3:33 - loss: 1424.1088 - 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363/1684 [=====>........................] - ETA: 3:28 - loss: 1422.4951 - logits_profile_predictions_loss: 1389.4669 - logcount_predictions_loss: 0.8095 364/1684 [=====>........................] - ETA: 3:28 - loss: 1422.4382 - logits_profile_predictions_loss: 1389.4115 - logcount_predictions_loss: 0.8095 365/1684 [=====>........................] - ETA: 3:27 - loss: 1422.3827 - logits_profile_predictions_loss: 1389.3575 - logcount_predictions_loss: 0.8094 366/1684 [=====>........................] - ETA: 3:27 - loss: 1422.3274 - logits_profile_predictions_loss: 1389.3037 - logcount_predictions_loss: 0.8094 367/1684 [=====>........................] - ETA: 3:27 - loss: 1422.2711 - logits_profile_predictions_loss: 1389.2490 - logcount_predictions_loss: 0.8094 368/1684 [=====>........................] - ETA: 3:27 - loss: 1422.2180 - logits_profile_predictions_loss: 1389.1973 - logcount_predictions_loss: 0.8093 369/1684 [=====>........................] - ETA: 3:27 - loss: 1422.1641 - 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3:47 - loss: 1317.2711 - logits_profile_predictions_loss: 1287.2861 - logcount_predictions_loss: 0.7349 233/1684 [===>..........................] - ETA: 3:47 - loss: 1317.3539 - logits_profile_predictions_loss: 1287.3681 - logcount_predictions_loss: 0.7349 234/1684 [===>..........................] - ETA: 3:47 - loss: 1317.4378 - logits_profile_predictions_loss: 1287.4512 - logcount_predictions_loss: 0.7350 235/1684 [===>..........................] - ETA: 3:47 - loss: 1317.5204 - logits_profile_predictions_loss: 1287.5330 - logcount_predictions_loss: 0.7350 236/1684 [===>..........................] - ETA: 3:47 - loss: 1317.6013 - logits_profile_predictions_loss: 1287.6132 - logcount_predictions_loss: 0.7350 237/1684 [===>..........................] - ETA: 3:47 - loss: 1317.6804 - logits_profile_predictions_loss: 1287.6915 - logcount_predictions_loss: 0.7350 238/1684 [===>..........................] - ETA: 3:46 - loss: 1317.7565 - logits_profile_predictions_loss: 1287.7670 - 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3:45 - loss: 1318.2696 - logits_profile_predictions_loss: 1288.2758 - logcount_predictions_loss: 0.7351 246/1684 [===>..........................] - ETA: 3:45 - loss: 1318.3489 - logits_profile_predictions_loss: 1288.3546 - logcount_predictions_loss: 0.7352 247/1684 [===>..........................] - ETA: 3:45 - loss: 1318.4201 - logits_profile_predictions_loss: 1288.4253 - logcount_predictions_loss: 0.7352 248/1684 [===>..........................] - ETA: 3:45 - loss: 1318.4953 - logits_profile_predictions_loss: 1288.5000 - logcount_predictions_loss: 0.7352 249/1684 [===>..........................] - ETA: 3:45 - loss: 1318.5686 - logits_profile_predictions_loss: 1288.5729 - logcount_predictions_loss: 0.7352 250/1684 [===>..........................] - ETA: 3:45 - loss: 1318.6434 - logits_profile_predictions_loss: 1288.6473 - logcount_predictions_loss: 0.7352 251/1684 [===>..........................] - ETA: 3:44 - loss: 1318.7247 - logits_profile_predictions_loss: 1288.7282 - 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3:43 - loss: 1319.3149 - logits_profile_predictions_loss: 1289.3125 - logcount_predictions_loss: 0.7354 259/1684 [===>..........................] - ETA: 3:43 - loss: 1319.3947 - logits_profile_predictions_loss: 1289.3912 - logcount_predictions_loss: 0.7354 260/1684 [===>..........................] - ETA: 3:43 - loss: 1319.4708 - logits_profile_predictions_loss: 1289.4662 - logcount_predictions_loss: 0.7354 261/1684 [===>..........................] - ETA: 3:43 - loss: 1319.5443 - logits_profile_predictions_loss: 1289.5387 - logcount_predictions_loss: 0.7354 262/1684 [===>..........................] - ETA: 3:43 - loss: 1319.6183 - logits_profile_predictions_loss: 1289.6116 - logcount_predictions_loss: 0.7355 263/1684 [===>..........................] - ETA: 3:43 - loss: 1319.6930 - logits_profile_predictions_loss: 1289.6852 - logcount_predictions_loss: 0.7355 264/1684 [===>..........................] - ETA: 3:42 - loss: 1319.7677 - logits_profile_predictions_loss: 1289.7588 - 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3:41 - loss: 1320.2264 - logits_profile_predictions_loss: 1290.2100 - logcount_predictions_loss: 0.7357 272/1684 [===>..........................] - ETA: 3:41 - loss: 1320.2935 - logits_profile_predictions_loss: 1290.2763 - logcount_predictions_loss: 0.7357 273/1684 [===>..........................] - ETA: 3:41 - loss: 1320.3587 - logits_profile_predictions_loss: 1290.3407 - logcount_predictions_loss: 0.7357 274/1684 [===>..........................] - ETA: 3:41 - loss: 1320.4266 - logits_profile_predictions_loss: 1290.4079 - logcount_predictions_loss: 0.7358 275/1684 [===>..........................] - ETA: 3:41 - loss: 1320.4919 - logits_profile_predictions_loss: 1290.4723 - logcount_predictions_loss: 0.7358 276/1684 [===>..........................] - ETA: 3:41 - loss: 1320.5573 - logits_profile_predictions_loss: 1290.5368 - logcount_predictions_loss: 0.7358 277/1684 [===>..........................] - ETA: 3:40 - loss: 1320.6211 - logits_profile_predictions_loss: 1290.5998 - 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3:39 - loss: 1321.0560 - logits_profile_predictions_loss: 1291.0298 - logcount_predictions_loss: 0.7359 285/1684 [====>.........................] - ETA: 3:39 - loss: 1321.1169 - logits_profile_predictions_loss: 1291.0900 - logcount_predictions_loss: 0.7360 286/1684 [====>.........................] - ETA: 3:39 - loss: 1321.1757 - logits_profile_predictions_loss: 1291.1482 - logcount_predictions_loss: 0.7360 287/1684 [====>.........................] - ETA: 3:39 - loss: 1321.2331 - logits_profile_predictions_loss: 1291.2051 - logcount_predictions_loss: 0.7360 288/1684 [====>.........................] - ETA: 3:39 - loss: 1321.2908 - logits_profile_predictions_loss: 1291.2623 - logcount_predictions_loss: 0.7360 289/1684 [====>.........................] - ETA: 3:39 - loss: 1321.3493 - logits_profile_predictions_loss: 1291.3204 - logcount_predictions_loss: 0.7360 290/1684 [====>.........................] - ETA: 3:38 - loss: 1321.4041 - logits_profile_predictions_loss: 1291.3748 - logcount_predictions_loss: 0.7360 291/1684 [====>.........................] - ETA: 3:38 - loss: 1321.4552 - logits_profile_predictions_loss: 1291.4256 - logcount_predictions_loss: 0.7360 292/1684 [====>.........................] - ETA: 3:38 - loss: 1321.5073 - logits_profile_predictions_loss: 1291.4774 - logcount_predictions_loss: 0.7360 293/1684 [====>.........................] - ETA: 3:38 - loss: 1321.5574 - logits_profile_predictions_loss: 1291.5272 - logcount_predictions_loss: 0.7360 294/1684 [====>.........................] - ETA: 3:38 - loss: 1321.6050 - logits_profile_predictions_loss: 1291.5745 - logcount_predictions_loss: 0.7360 295/1684 [====>.........................] - ETA: 3:38 - loss: 1321.6578 - logits_profile_predictions_loss: 1291.6273 - logcount_predictions_loss: 0.7360 296/1684 [====>.........................] - ETA: 3:38 - loss: 1321.7131 - logits_profile_predictions_loss: 1291.6825 - logcount_predictions_loss: 0.7360 297/1684 [====>.........................] - ETA: 3:37 - loss: 1321.7750 - logits_profile_predictions_loss: 1291.7442 - logcount_predictions_loss: 0.7361 298/1684 [====>.........................] - ETA: 3:37 - loss: 1321.8381 - logits_profile_predictions_loss: 1291.8071 - logcount_predictions_loss: 0.7361 299/1684 [====>.........................] - ETA: 3:37 - loss: 1321.9036 - logits_profile_predictions_loss: 1291.8725 - logcount_predictions_loss: 0.7361 300/1684 [====>.........................] - ETA: 3:37 - loss: 1321.9664 - logits_profile_predictions_loss: 1291.9351 - logcount_predictions_loss: 0.7361 301/1684 [====>.........................] - ETA: 3:37 - loss: 1322.0325 - logits_profile_predictions_loss: 1292.0009 - logcount_predictions_loss: 0.7361 302/1684 [====>.........................] - ETA: 3:37 - loss: 1322.1005 - logits_profile_predictions_loss: 1292.0687 - logcount_predictions_loss: 0.7361 303/1684 [====>.........................] - ETA: 3:36 - loss: 1322.1685 - logits_profile_predictions_loss: 1292.1365 - logcount_predictions_loss: 0.7361 304/1684 [====>.........................] - ETA: 3:36 - loss: 1322.2371 - logits_profile_predictions_loss: 1292.2048 - logcount_predictions_loss: 0.7361 305/1684 [====>.........................] - ETA: 3:36 - loss: 1322.3053 - logits_profile_predictions_loss: 1292.2727 - logcount_predictions_loss: 0.7361 306/1684 [====>.........................] - ETA: 3:36 - loss: 1322.3728 - logits_profile_predictions_loss: 1292.3398 - logcount_predictions_loss: 0.7361 307/1684 [====>.........................] - ETA: 3:36 - loss: 1322.4403 - logits_profile_predictions_loss: 1292.4071 - logcount_predictions_loss: 0.7361 308/1684 [====>.........................] - ETA: 3:36 - loss: 1322.5123 - logits_profile_predictions_loss: 1292.4788 - logcount_predictions_loss: 0.7361 309/1684 [====>.........................] - ETA: 3:36 - loss: 1322.5818 - logits_profile_predictions_loss: 1292.5480 - logcount_predictions_loss: 0.7361 310/1684 [====>.........................] - ETA: 3:35 - loss: 1322.6518 - logits_profile_predictions_loss: 1292.6177 - logcount_predictions_loss: 0.7361 311/1684 [====>.........................] - ETA: 3:35 - loss: 1322.7210 - logits_profile_predictions_loss: 1292.6867 - logcount_predictions_loss: 0.7361 312/1684 [====>.........................] - ETA: 3:35 - loss: 1322.7914 - logits_profile_predictions_loss: 1292.7568 - logcount_predictions_loss: 0.7361 313/1684 [====>.........................] - ETA: 3:35 - loss: 1322.8610 - logits_profile_predictions_loss: 1292.8263 - logcount_predictions_loss: 0.7361 314/1684 [====>.........................] - ETA: 3:35 - loss: 1322.9317 - logits_profile_predictions_loss: 1292.8970 - logcount_predictions_loss: 0.7361 315/1684 [====>.........................] - ETA: 3:35 - loss: 1323.0055 - logits_profile_predictions_loss: 1292.9705 - logcount_predictions_loss: 0.7362 316/1684 [====>.........................] - ETA: 3:34 - loss: 1323.0780 - logits_profile_predictions_loss: 1293.0427 - logcount_predictions_loss: 0.7362 317/1684 [====>.........................] - ETA: 3:34 - loss: 1323.1513 - logits_profile_predictions_loss: 1293.1158 - logcount_predictions_loss: 0.7362 318/1684 [====>.........................] - ETA: 3:34 - loss: 1323.2253 - logits_profile_predictions_loss: 1293.1894 - logcount_predictions_loss: 0.7362 319/1684 [====>.........................] - ETA: 3:34 - loss: 1323.2964 - logits_profile_predictions_loss: 1293.2601 - logcount_predictions_loss: 0.7362 320/1684 [====>.........................] - ETA: 3:34 - loss: 1323.3658 - logits_profile_predictions_loss: 1293.3291 - logcount_predictions_loss: 0.7362 321/1684 [====>.........................] - ETA: 3:34 - loss: 1323.4333 - logits_profile_predictions_loss: 1293.3962 - logcount_predictions_loss: 0.7362 322/1684 [====>.........................] - ETA: 3:34 - loss: 1323.4974 - logits_profile_predictions_loss: 1293.4600 - logcount_predictions_loss: 0.7362 323/1684 [====>.........................] - ETA: 3:33 - loss: 1323.5620 - logits_profile_predictions_loss: 1293.5241 - logcount_predictions_loss: 0.7362 324/1684 [====>.........................] - ETA: 3:33 - loss: 1323.6254 - logits_profile_predictions_loss: 1293.5872 - logcount_predictions_loss: 0.7362 325/1684 [====>.........................] - ETA: 3:33 - loss: 1323.6888 - logits_profile_predictions_loss: 1293.6501 - logcount_predictions_loss: 0.7362 326/1684 [====>.........................] - ETA: 3:33 - loss: 1323.7507 - logits_profile_predictions_loss: 1293.7116 - logcount_predictions_loss: 0.7363 327/1684 [====>.........................] - ETA: 3:33 - loss: 1323.8124 - logits_profile_predictions_loss: 1293.7728 - logcount_predictions_loss: 0.7363 328/1684 [====>.........................] - ETA: 3:33 - loss: 1323.8734 - logits_profile_predictions_loss: 1293.8333 - logcount_predictions_loss: 0.7363 329/1684 [====>.........................] - ETA: 3:33 - loss: 1323.9365 - logits_profile_predictions_loss: 1293.8957 - logcount_predictions_loss: 0.7363 330/1684 [====>.........................] - ETA: 3:32 - loss: 1324.0002 - logits_profile_predictions_loss: 1293.9588 - logcount_predictions_loss: 0.7363 331/1684 [====>.........................] - ETA: 3:32 - loss: 1324.0621 - logits_profile_predictions_loss: 1294.0202 - logcount_predictions_loss: 0.7363 332/1684 [====>.........................] - ETA: 3:32 - loss: 1324.1209 - logits_profile_predictions_loss: 1294.0786 - logcount_predictions_loss: 0.7363 333/1684 [====>.........................] - ETA: 3:32 - loss: 1324.1793 - logits_profile_predictions_loss: 1294.1364 - logcount_predictions_loss: 0.7363 334/1684 [====>.........................] - ETA: 3:32 - loss: 1324.2368 - logits_profile_predictions_loss: 1294.1934 - logcount_predictions_loss: 0.7364 335/1684 [====>.........................] - ETA: 3:32 - loss: 1324.2927 - logits_profile_predictions_loss: 1294.2488 - logcount_predictions_loss: 0.7364 336/1684 [====>.........................] - ETA: 3:31 - loss: 1324.3501 - logits_profile_predictions_loss: 1294.3058 - logcount_predictions_loss: 0.7364 337/1684 [=====>........................] - ETA: 3:31 - loss: 1324.4102 - logits_profile_predictions_loss: 1294.3654 - logcount_predictions_loss: 0.7364 338/1684 [=====>........................] - ETA: 3:31 - loss: 1324.4705 - logits_profile_predictions_loss: 1294.4251 - logcount_predictions_loss: 0.7364 339/1684 [=====>........................] - ETA: 3:31 - loss: 1324.5319 - logits_profile_predictions_loss: 1294.4860 - logcount_predictions_loss: 0.7364 340/1684 [=====>........................] - ETA: 3:31 - loss: 1324.5969 - logits_profile_predictions_loss: 1294.5505 - logcount_predictions_loss: 0.7364 341/1684 [=====>........................] - ETA: 3:31 - loss: 1324.6630 - logits_profile_predictions_loss: 1294.6161 - logcount_predictions_loss: 0.7364 342/1684 [=====>........................] - ETA: 3:31 - loss: 1324.7279 - logits_profile_predictions_loss: 1294.6804 - logcount_predictions_loss: 0.7365 343/1684 [=====>........................] - ETA: 3:30 - loss: 1324.7946 - logits_profile_predictions_loss: 1294.7465 - logcount_predictions_loss: 0.7365 344/1684 [=====>........................] - ETA: 3:30 - loss: 1324.8621 - logits_profile_predictions_loss: 1294.8132 - logcount_predictions_loss: 0.7365 345/1684 [=====>........................] - ETA: 3:30 - loss: 1324.9265 - logits_profile_predictions_loss: 1294.8768 - logcount_predictions_loss: 0.7365 346/1684 [=====>........................] - ETA: 3:30 - loss: 1324.9891 - logits_profile_predictions_loss: 1294.9385 - logcount_predictions_loss: 0.7365 347/1684 [=====>........................] - ETA: 3:30 - loss: 1325.0536 - logits_profile_predictions_loss: 1295.0022 - logcount_predictions_loss: 0.7366 348/1684 [=====>........................] - ETA: 3:30 - loss: 1325.1164 - logits_profile_predictions_loss: 1295.0641 - logcount_predictions_loss: 0.7366 349/1684 [=====>........................] - ETA: 3:29 - loss: 1325.1798 - logits_profile_predictions_loss: 1295.1266 - logcount_predictions_loss: 0.7366 350/1684 [=====>........................] - ETA: 3:29 - loss: 1325.2415 - logits_profile_predictions_loss: 1295.1876 - logcount_predictions_loss: 0.7366 351/1684 [=====>........................] - ETA: 3:29 - loss: 1325.3004 - logits_profile_predictions_loss: 1295.2458 - logcount_predictions_loss: 0.7366 352/1684 [=====>........................] - ETA: 3:29 - loss: 1325.3600 - logits_profile_predictions_loss: 1295.3046 - logcount_predictions_loss: 0.7367 353/1684 [=====>........................] - ETA: 3:29 - loss: 1325.4223 - logits_profile_predictions_loss: 1295.3660 - logcount_predictions_loss: 0.7367 354/1684 [=====>........................] - ETA: 3:29 - loss: 1325.4847 - logits_profile_predictions_loss: 1295.4276 - logcount_predictions_loss: 0.7367 355/1684 [=====>........................] - ETA: 3:29 - loss: 1325.5477 - logits_profile_predictions_loss: 1295.4897 - 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loss: 1342.3564 - logits_profile_predictions_loss: 1312.2451 - logcount_predictions_loss: 0.7380 1676/1684 [============================>.] - ETA: 1s - loss: 1342.3588 - logits_profile_predictions_loss: 1312.2474 - logcount_predictions_loss: 0.7380 1677/1684 [============================>.] - ETA: 1s - loss: 1342.3612 - logits_profile_predictions_loss: 1312.2498 - logcount_predictions_loss: 0.7380 1678/1684 [============================>.] - ETA: 0s - loss: 1342.3637 - logits_profile_predictions_loss: 1312.2521 - logcount_predictions_loss: 0.7380 1679/1684 [============================>.] - ETA: 0s - loss: 1342.3661 - logits_profile_predictions_loss: 1312.2545 - logcount_predictions_loss: 0.7380 1680/1684 [============================>.] - ETA: 0s - loss: 1342.3686 - logits_profile_predictions_loss: 1312.2570 - logcount_predictions_loss: 0.7380 1681/1684 [============================>.] - ETA: 0s - loss: 1342.3711 - logits_profile_predictions_loss: 1312.2595 - logcount_predictions_loss: 0.7380 1682/1684 [============================>.] - ETA: 0s - loss: 1342.3735 - logits_profile_predictions_loss: 1312.2618 - logcount_predictions_loss: 0.7380 1683/1684 [============================>.] - ETA: 0s - loss: 1342.3760 - logits_profile_predictions_loss: 1312.2643 - logcount_predictions_loss: 0.7380 1684/1684 [==============================] - ETA: 0s - loss: 1342.3784 - logits_profile_predictions_loss: 1312.2667 - logcount_predictions_loss: 0.7380 1684/1684 [==============================] - 284s 168ms/step - loss: 1342.3808 - logits_profile_predictions_loss: 1312.2691 - logcount_predictions_loss: 0.7380 - val_loss: 1924.7355 - val_logits_profile_predictions_loss: 1886.7732 - val_logcount_predictions_loss: 0.9304 + +Epoch 00020: val_loss did not improve from 1912.66296 +Restoring model weights from the end of the best epoch. +Epoch 00020: early stopping +save model +save model without bias +2023-01-18_23-32-50: 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//ENCSR250GDW//preprocessing/bigWigs/ENCSR250GDW.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR250GDW//chrombppnet_model_encsr283tme_bias_fold_1//filtered.peaks.bed \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR250GDW//chrombppnet_model_encsr283tme_bias_fold_1//filtered.nonpeaks.bed \ + --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ + --inputlen=2114 \ + --outputlen=1000 \ + --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR250GDW//chrombppnet_model_encsr283tme_bias_fold_1//chrombpnet \ + --batch_size=256 \ + --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR250GDW//chrombppnet_model_encsr283tme_bias_fold_1//chrombpnet.h5 +got the model +loading peaks... +got split:test for bed regions:(28180, 10) +loading nonpeaks... +got split:test for bed regions:(28333, 10) +0/221 +100/221 +200/221 +2023-01-18_23-35-59: 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//ENCSR250GDW//preprocessing/bigWigs/ENCSR250GDW.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR250GDW//chrombppnet_model_encsr283tme_bias_fold_1//filtered.peaks.bed \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR250GDW//chrombppnet_model_encsr283tme_bias_fold_1//filtered.nonpeaks.bed \ + --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ + --inputlen=2114 \ + --outputlen=1000 \ + --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR250GDW//chrombppnet_model_encsr283tme_bias_fold_1//chrombpnet_wo_bias \ + --batch_size=256 \ + --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR250GDW//chrombppnet_model_encsr283tme_bias_fold_1//chrombpnet_wo_bias.h5 +got the model +loading peaks... +got split:test for bed regions:(28180, 10) +loading nonpeaks... +got split:test for bed regions:(28333, 10) +0/221 +100/221 +200/221 +2023-01-18_23-38-42: 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//ENCSR250GDW//preprocessing/bigWigs/ENCSR250GDW.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR250GDW//chrombppnet_model_encsr283tme_bias_fold_1//filtered.peaks.bed \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR250GDW//chrombppnet_model_encsr283tme_bias_fold_1//filtered.nonpeaks.bed \ + --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ + --inputlen=2114 \ + --outputlen=1000 \ + --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR250GDW//chrombppnet_model_encsr283tme_bias_fold_1//bias \ + --batch_size=256 \ + --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR250GDW//chrombppnet_model_encsr283tme_bias_fold_1//bias_model_scaled.h5 +got the model +loading peaks... +got split:test for bed regions:(28180, 10) +loading nonpeaks... +got split:test for bed regions:(28333, 10) +0/221 +100/221 +200/221 +2023-01-18_23-40-39: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR250GDW//chrombppnet_model_encsr283tme_bias_fold_1//footprints +2023-01-18_23-40-39: 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/ENCSR250GDW//chrombppnet_model_encsr283tme_bias_fold_1//filtered.nonpeaks.bed \ + -chr chr1 \ + -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR250GDW//chrombppnet_model_encsr283tme_bias_fold_1//chrombpnet_wo_bias.h5 \ + -bs 512 \ + -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR250GDW//chrombppnet_model_encsr283tme_bias_fold_1//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 + 1/26 [>.............................] - ETA: 2:53 3/26 [==>...........................] - ETA: 7s  4/26 [===>..........................] - ETA: 10s 5/26 [====>.........................] - ETA: 10s 6/26 [=====>........................] - ETA: 10s 7/26 [=======>......................] - ETA: 10s 8/26 [========>.....................] - ETA: 10s 9/26 [=========>....................] - ETA: 10s 10/26 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[==>...........................] - ETA: 15s 4/26 [===>..........................] - ETA: 15s 5/26 [====>.........................] - ETA: 14s 6/26 [=====>........................] - ETA: 13s 7/26 [=======>......................] - ETA: 12s 8/26 [========>.....................] - ETA: 12s 9/26 [=========>....................] - ETA: 11s 10/26 [==========>...................] - ETA: 10s 11/26 [===========>..................] - ETA: 10s 12/26 [============>.................] - ETA: 9s  13/26 [==============>...............] - ETA: 8s 14/26 [===============>..............] - ETA: 8s 15/26 [================>.............] - ETA: 7s 16/26 [=================>............] - ETA: 6s 17/26 [==================>...........] - ETA: 6s 18/26 [===================>..........] - ETA: 5s 19/26 [====================>.........] - ETA: 4s 20/26 [======================>.......] - ETA: 4s 21/26 [=======================>......] - ETA: 3s 22/26 [========================>.....] - ETA: 2s 23/26 [=========================>....] - ETA: 2s 24/26 [==========================>...] - ETA: 1s 25/26 [===========================>..] - ETA: 0s 26/26 [==============================] - ETA: 0s 26/26 [==============================] - 18s 699ms/step +inserting motif: dnase_2 +TGTACTTACGAA + 1/26 [>.............................] - ETA: 0s 2/26 [=>............................] - ETA: 16s 3/26 [==>...........................] - ETA: 15s 4/26 [===>..........................] - ETA: 15s 5/26 [====>.........................] - ETA: 14s 6/26 [=====>........................] - ETA: 13s 7/26 [=======>......................] - ETA: 13s 8/26 [========>.....................] - ETA: 12s 9/26 [=========>....................] - ETA: 11s 10/26 [==========>...................] - ETA: 10s 11/26 [===========>..................] - ETA: 10s 12/26 [============>.................] - ETA: 9s  13/26 [==============>...............] - ETA: 8s 14/26 [===============>..............] - ETA: 8s 15/26 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[========>.....................] - ETA: 12s 9/26 [=========>....................] - ETA: 11s 10/26 [==========>...................] - ETA: 11s 11/26 [===========>..................] - ETA: 10s 12/26 [============>.................] - ETA: 9s  13/26 [==============>...............] - ETA: 8s 14/26 [===============>..............] - ETA: 8s 15/26 [================>.............] - ETA: 7s 16/26 [=================>............] - ETA: 6s 17/26 [==================>...........] - ETA: 6s 18/26 [===================>..........] - ETA: 5s 19/26 [====================>.........] - ETA: 4s 20/26 [======================>.......] - ETA: 4s 21/26 [=======================>......] - ETA: 3s 22/26 [========================>.....] - ETA: 2s 23/26 [=========================>....] - ETA: 2s 24/26 [==========================>...] - ETA: 1s 25/26 [===========================>..] - ETA: 0s 26/26 [==============================] - ETA: 0s 26/26 [==============================] - 18s 704ms/step +Saving marginal footprints +2023-01-18_23-42-15: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR250GDW//chrombppnet_model_encsr283tme_bias_fold_1//footprints +2023-01-18_23-42-16: 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/ENCSR250GDW//chrombppnet_model_encsr283tme_bias_fold_1//filtered.nonpeaks.bed \ + -chr chr1 \ + -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR250GDW//chrombppnet_model_encsr283tme_bias_fold_1//bias_model_scaled.h5 \ + -bs 512 \ + -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR250GDW//chrombppnet_model_encsr283tme_bias_fold_1//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 + 1/26 [>.............................] - ETA: 1:17 3/26 [==>...........................] - ETA: 0s  4/26 [===>..........................] - ETA: 0s 5/26 [====>.........................] - ETA: 0s 6/26 [=====>........................] - ETA: 0s 7/26 [=======>......................] - ETA: 0s 8/26 [========>.....................] - ETA: 0s 9/26 [=========>....................] - ETA: 0s 10/26 [==========>...................] - ETA: 0s 11/26 [===========>..................] - ETA: 0s 12/26 [============>.................] - ETA: 0s 13/26 [==============>...............] - ETA: 0s 14/26 [===============>..............] - ETA: 0s 15/26 [================>.............] - ETA: 0s 16/26 [=================>............] - ETA: 0s 17/26 [==================>...........] - ETA: 0s 18/26 [===================>..........] - ETA: 0s 19/26 [====================>.........] - ETA: 0s 20/26 [======================>.......] - ETA: 0s 21/26 [=======================>......] - ETA: 0s 22/26 [========================>.....] - ETA: 0s 23/26 [=========================>....] - ETA: 0s 24/26 [==========================>...] - ETA: 0s 25/26 [===========================>..] - ETA: 0s 26/26 [==============================] - ETA: 0s 26/26 [==============================] - 5s 74ms/step + 1/26 [>.............................] - ETA: 0s 2/26 [=>............................] - ETA: 1s 3/26 [==>...........................] - ETA: 1s 4/26 [===>..........................] - ETA: 1s 5/26 [====>.........................] - ETA: 1s 6/26 [=====>........................] - ETA: 1s 7/26 [=======>......................] - ETA: 1s 8/26 [========>.....................] - ETA: 1s 9/26 [=========>....................] - ETA: 0s 10/26 [==========>...................] - ETA: 0s 11/26 [===========>..................] - ETA: 0s 12/26 [============>.................] - ETA: 0s 13/26 [==============>...............] - ETA: 0s 14/26 [===============>..............] - ETA: 0s 15/26 [================>.............] - ETA: 0s 16/26 [=================>............] - ETA: 0s 17/26 [==================>...........] - ETA: 0s 18/26 [===================>..........] - ETA: 0s 19/26 [====================>.........] - ETA: 0s 20/26 [======================>.......] - ETA: 0s 21/26 [=======================>......] - ETA: 0s 22/26 [========================>.....] - ETA: 0s 23/26 [=========================>....] - ETA: 0s 24/26 [==========================>...] - ETA: 0s 25/26 [===========================>..] - ETA: 0s 26/26 [==============================] - ETA: 0s 26/26 [==============================] - 1s 59ms/step +inserting motif: dnase_2 +TGTACTTACGAA + 1/26 [>.............................] - ETA: 0s 2/26 [=>............................] - ETA: 1s 3/26 [==>...........................] - ETA: 1s 4/26 [===>..........................] - ETA: 1s 5/26 [====>.........................] - ETA: 1s 6/26 [=====>........................] - ETA: 1s 7/26 [=======>......................] - ETA: 1s 8/26 [========>.....................] - ETA: 1s 9/26 [=========>....................] - ETA: 0s 10/26 [==========>...................] - ETA: 0s 11/26 [===========>..................] - ETA: 0s 12/26 [============>.................] - ETA: 0s 13/26 [==============>...............] - ETA: 0s 14/26 [===============>..............] - ETA: 0s 15/26 [================>.............] - ETA: 0s 16/26 [=================>............] - ETA: 0s 17/26 [==================>...........] - ETA: 0s 18/26 [===================>..........] - ETA: 0s 19/26 [====================>.........] - ETA: 0s 20/26 [======================>.......] - ETA: 0s 21/26 [=======================>......] - ETA: 0s 22/26 [========================>.....] - ETA: 0s 23/26 [=========================>....] - ETA: 0s 24/26 [==========================>...] - ETA: 0s 25/26 [===========================>..] - ETA: 0s 26/26 [==============================] - ETA: 0s 26/26 [==============================] - 1s 59ms/step + 1/26 [>.............................] - ETA: 0s 2/26 [=>............................] - ETA: 1s 3/26 [==>...........................] - ETA: 1s 4/26 [===>..........................] - ETA: 1s 5/26 [====>.........................] - ETA: 1s 6/26 [=====>........................] - ETA: 1s 7/26 [=======>......................] - ETA: 1s 8/26 [========>.....................] - ETA: 1s 9/26 [=========>....................] - ETA: 0s 10/26 [==========>...................] - ETA: 0s 11/26 [===========>..................] - ETA: 0s 12/26 [============>.................] - ETA: 0s 13/26 [==============>...............] - ETA: 0s 14/26 [===============>..............] - ETA: 0s 15/26 [================>.............] - ETA: 0s 16/26 [=================>............] - ETA: 0s 17/26 [==================>...........] - ETA: 0s 18/26 [===================>..........] - ETA: 0s 19/26 [====================>.........] - ETA: 0s 20/26 [======================>.......] - ETA: 0s 21/26 [=======================>......] - ETA: 0s 22/26 [========================>.....] - ETA: 0s 23/26 [=========================>....] - ETA: 0s 24/26 [==========================>...] - ETA: 0s 25/26 [===========================>..] - ETA: 0s 26/26 [==============================] - ETA: 0s 26/26 [==============================] - 1s 58ms/step +Saving marginal footprints