Live Estimating enzyme shift in input file Current estimated shift: +0/+0 awk -v OFS="\t" '{if ($6=="+"){print $1,$2+4,$3,$4,$5,$6} else if ($6=="-") {print $1,$2,$3-4,$4,$5,$6}}' | sort -k1,1 | bedtools genomecov -bg -5 -i stdin -g /oak/stanford/groups/akundaje/soumyak/refs/hg38/GRCh38_EBV.chrom.sizes.tsv | LC_COLLATE="C" sort -k1,1 -k2,2n Making BedGraph (Filter chromosomes not in reference fasta) Making Bigwig non zero bigwig entries in the given chromosome: 10172909 evaluating hyperparameters on the following chromosomes ['chr1', 'chr2', 'chr3', 'chr4', 'chr5', 'chr6', 'chr8', 'chr9', 'chr11', 'chr12', 'chr14', 'chr15', 'chr16', 'chr20', 'chr22', 'chrY', 'chr10', 'chr18'] Number of peaks input: 197369 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 197369 Number of peaks input: 43832 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 43832 Number of non peaks input: 394738 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 394738 Number of non peaks input: 43832 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 43832 Number of peaks after removing outliers: 197347 Number of nonpeaks after removing outliers: 391004 got the model Model: "functional_1" __________________________________________________________________________________________________ Layer (type) Output Shape Param # Connected to ================================================================================================== sequence (InputLayer) [(None, 2114, 4)] 0 [] bpnet_1st_conv (Conv1D) (None, 2094, 128) 10880 ['sequence[0][0]'] bpnet_1conv (Conv1D) (None, 2090, 128) 49280 ['bpnet_1st_conv[0][0]'] bpnet_1crop (Cropping1D) (None, 2090, 128) 0 ['bpnet_1st_conv[0][0]'] add (Add) (None, 2090, 128) 0 ['bpnet_1conv[0][0]', 'bpnet_1crop[0][0]'] bpnet_2conv (Conv1D) (None, 2082, 128) 49280 ['add[0][0]'] bpnet_2crop (Cropping1D) (None, 2082, 128) 0 ['add[0][0]'] add_1 (Add) (None, 2082, 128) 0 ['bpnet_2conv[0][0]', 'bpnet_2crop[0][0]'] bpnet_3conv (Conv1D) (None, 2066, 128) 49280 ['add_1[0][0]'] bpnet_3crop (Cropping1D) (None, 2066, 128) 0 ['add_1[0][0]'] add_2 (Add) (None, 2066, 128) 0 ['bpnet_3conv[0][0]', 'bpnet_3crop[0][0]'] bpnet_4conv (Conv1D) (None, 2034, 128) 49280 ['add_2[0][0]'] bpnet_4crop (Cropping1D) (None, 2034, 128) 0 ['add_2[0][0]'] add_3 (Add) (None, 2034, 128) 0 ['bpnet_4conv[0][0]', 'bpnet_4crop[0][0]'] prof_out_precrop (Conv1D) (None, 1960, 1) 9601 ['add_3[0][0]'] logits_profile_predictions_pre (None, 1000, 1) 0 ['prof_out_precrop[0][0]'] flatten (Cropping1D) gap (GlobalAveragePooling1D) (None, 128) 0 ['add_3[0][0]'] logits_profile_predictions (Fl (None, 1000) 0 ['logits_profile_predictions_pref atten) latten[0][0]'] 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 1/12219 [..............................] - ETA: 8:06:37 9/12219 [..............................] - ETA: 1:27  16/12219 [..............................] - ETA: 1:31 23/12219 [..............................] - ETA: 1:32 30/12219 [..............................] - ETA: 1:32 37/12219 [..............................] - ETA: 1:33 44/12219 [..............................] - ETA: 1:33 51/12219 [..............................] - ETA: 1:33 58/12219 [..............................] - ETA: 1:33 65/12219 [..............................] - ETA: 1:33 72/12219 [..............................] - ETA: 1:33 79/12219 [..............................] - ETA: 1:33 86/12219 [..............................] - ETA: 1:33 93/12219 [..............................] - ETA: 1:33 100/12219 [..............................] - ETA: 1:33 107/12219 [..............................] - ETA: 1:33 114/12219 [..............................] - ETA: 1:33 121/12219 [..............................] - ETA: 1:32 128/12219 [..............................] - ETA: 1:32 135/12219 [..............................] - ETA: 1:33 142/12219 [..............................] - ETA: 1:33 149/12219 [..............................] - ETA: 1:33 156/12219 [..............................] - ETA: 1:33 163/12219 [..............................] - ETA: 1:33 170/12219 [..............................] - ETA: 1:32 177/12219 [..............................] - ETA: 1:32 184/12219 [..............................] - ETA: 1:32 191/12219 [..............................] - ETA: 1:32 198/12219 [..............................] - ETA: 1:32 205/12219 [..............................] - ETA: 1:32 212/12219 [..............................] - ETA: 1:32 219/12219 [..............................] - ETA: 1:32 226/12219 [..............................] - ETA: 1:32 233/12219 [..............................] - ETA: 1:32 240/12219 [..............................] - ETA: 1:32 247/12219 [..............................] - ETA: 1:32 254/12219 [..............................] - ETA: 1:32 261/12219 [..............................] - ETA: 1:32 268/12219 [..............................] - ETA: 1:31 275/12219 [..............................] - ETA: 1:31 282/12219 [..............................] - ETA: 1:31 289/12219 [..............................] - ETA: 1:31 296/12219 [..............................] - ETA: 1:31 303/12219 [..............................] - ETA: 1:31 310/12219 [..............................] - ETA: 1:31 317/12219 [..............................] - ETA: 1:31 324/12219 [..............................] - ETA: 1:31 331/12219 [..............................] - ETA: 1:31 338/12219 [..............................] - ETA: 1:31 345/12219 [..............................] - ETA: 1:31 352/12219 [..............................] - ETA: 1:31 359/12219 [..............................] - ETA: 1:31 366/12219 [..............................] - ETA: 1:31 373/12219 [..............................] - ETA: 1:31 380/12219 [..............................] - ETA: 1:31 387/12219 [..............................] - ETA: 1:31 394/12219 [..............................] - ETA: 1:31 401/12219 [..............................] - ETA: 1:30 408/12219 [>.............................] - ETA: 1:30 415/12219 [>.............................] - ETA: 1:30 422/12219 [>.............................] - ETA: 1:30 429/12219 [>.............................] - ETA: 1:30 436/12219 [>.............................] - ETA: 1:30 443/12219 [>.............................] - ETA: 1:30 450/12219 [>.............................] - ETA: 1:30 457/12219 [>.............................] - ETA: 1:30 464/12219 [>.............................] - ETA: 1:30 471/12219 [>.............................] - ETA: 1:30 478/12219 [>.............................] - ETA: 1:30 485/12219 [>.............................] - ETA: 1:30 492/12219 [>.............................] - ETA: 1:30 499/12219 [>.............................] - ETA: 1:30 506/12219 [>.............................] - ETA: 1:30 513/12219 [>.............................] - ETA: 1:30 520/12219 [>.............................] - ETA: 1:30 527/12219 [>.............................] - ETA: 1:30 534/12219 [>.............................] - ETA: 1:30 541/12219 [>.............................] - ETA: 1:30 548/12219 [>.............................] - ETA: 1:29 555/12219 [>.............................] - ETA: 1:29 562/12219 [>.............................] - ETA: 1:29 569/12219 [>.............................] - ETA: 1:29 576/12219 [>.............................] - ETA: 1:29 583/12219 [>.............................] - ETA: 1:29 590/12219 [>.............................] - ETA: 1:29 597/12219 [>.............................] - ETA: 1:29 604/12219 [>.............................] - ETA: 1:29 611/12219 [>.............................] - ETA: 1:29 618/12219 [>.............................] - ETA: 1:29 625/12219 [>.............................] - ETA: 1:29 632/12219 [>.............................] - ETA: 1:29 639/12219 [>.............................] - ETA: 1:29 646/12219 [>.............................] - ETA: 1:29 653/12219 [>.............................] - ETA: 1:29 660/12219 [>.............................] - ETA: 1:29 667/12219 [>.............................] - ETA: 1:29 674/12219 [>.............................] - ETA: 1:29 681/12219 [>.............................] - ETA: 1:28 688/12219 [>.............................] - ETA: 1:28 695/12219 [>.............................] - ETA: 1:28 702/12219 [>.............................] - ETA: 1:28 709/12219 [>.............................] - ETA: 1:28 716/12219 [>.............................] - ETA: 1:28 723/12219 [>.............................] - ETA: 1:28 730/12219 [>.............................] - ETA: 1:28 737/12219 [>.............................] - ETA: 1:28 744/12219 [>.............................] - ETA: 1:28 751/12219 [>.............................] - ETA: 1:28 758/12219 [>.............................] - ETA: 1:28 765/12219 [>.............................] - ETA: 1:28 772/12219 [>.............................] - ETA: 1:28 779/12219 [>.............................] - ETA: 1:28 786/12219 [>.............................] - ETA: 1:28 793/12219 [>.............................] - ETA: 1:28 800/12219 [>.............................] - ETA: 1:28 807/12219 [>.............................] - ETA: 1:28 814/12219 [>.............................] - ETA: 1:28 821/12219 [=>............................] - ETA: 1:27 828/12219 [=>............................] - ETA: 1:27 835/12219 [=>............................] - ETA: 1:27 842/12219 [=>............................] - ETA: 1:27 849/12219 [=>............................] - ETA: 1:27 856/12219 [=>............................] - ETA: 1:27 863/12219 [=>............................] - ETA: 1:27 870/12219 [=>............................] - ETA: 1:27 877/12219 [=>............................] - ETA: 1:27 884/12219 [=>............................] - ETA: 1:27 891/12219 [=>............................] - ETA: 1:27 898/12219 [=>............................] - ETA: 1:27 905/12219 [=>............................] - ETA: 1:27 912/12219 [=>............................] - ETA: 1:27 919/12219 [=>............................] - ETA: 1:27 926/12219 [=>............................] - ETA: 1:27 933/12219 [=>............................] - ETA: 1:27 940/12219 [=>............................] - ETA: 1:27 947/12219 [=>............................] - ETA: 1:27 954/12219 [=>............................] - ETA: 1:26 961/12219 [=>............................] - ETA: 1:26 968/12219 [=>............................] - ETA: 1:26 975/12219 [=>............................] - ETA: 1:26 982/12219 [=>............................] - ETA: 1:26 989/12219 [=>............................] - ETA: 1:26 996/12219 [=>............................] - ETA: 1:26 1003/12219 [=>............................] - ETA: 1:26 1010/12219 [=>............................] - ETA: 1:26 1017/12219 [=>............................] - ETA: 1:26 1024/12219 [=>............................] - ETA: 1:26 1031/12219 [=>............................] - ETA: 1:26 1038/12219 [=>............................] - ETA: 1:26 1045/12219 [=>............................] - ETA: 1:26 1052/12219 [=>............................] - ETA: 1:26 1059/12219 [=>............................] - ETA: 1:26 1066/12219 [=>............................] - ETA: 1:26 1073/12219 [=>............................] - ETA: 1:26 1080/12219 [=>............................] - ETA: 1:25 1087/12219 [=>............................] - ETA: 1:25 1094/12219 [=>............................] - ETA: 1:25 1101/12219 [=>............................] - ETA: 1:25 1108/12219 [=>............................] - ETA: 1:25 1113/12219 [=>............................] - ETA: 1:25 1120/12219 [=>............................] - ETA: 1:25 1127/12219 [=>............................] - ETA: 1:25 1134/12219 [=>............................] - ETA: 1:25 1141/12219 [=>............................] - ETA: 1:25 1148/12219 [=>............................] - ETA: 1:25 1155/12219 [=>............................] - ETA: 1:25 1162/12219 [=>............................] - ETA: 1:25 1169/12219 [=>............................] - ETA: 1:25 1176/12219 [=>............................] - ETA: 1:25 1183/12219 [=>............................] - ETA: 1:25 1190/12219 [=>............................] - ETA: 1:25 1197/12219 [=>............................] - ETA: 1:25 1204/12219 [=>............................] - ETA: 1:25 1211/12219 [=>............................] - ETA: 1:25 1218/12219 [=>............................] - ETA: 1:25 1225/12219 [==>...........................] - ETA: 1:25 1232/12219 [==>...........................] - ETA: 1:25 1239/12219 [==>...........................] - ETA: 1:25 1246/12219 [==>...........................] - ETA: 1:24 1253/12219 [==>...........................] - ETA: 1:24 1260/12219 [==>...........................] - ETA: 1:24 1267/12219 [==>...........................] - ETA: 1:24 1274/12219 [==>...........................] - ETA: 1:24 1281/12219 [==>...........................] - ETA: 1:24 1288/12219 [==>...........................] - ETA: 1:24 1295/12219 [==>...........................] - ETA: 1:24 1302/12219 [==>...........................] - ETA: 1:24 1309/12219 [==>...........................] - ETA: 1:24 1316/12219 [==>...........................] - ETA: 1:24 1323/12219 [==>...........................] - ETA: 1:24 1330/12219 [==>...........................] - ETA: 1:24 1337/12219 [==>...........................] - ETA: 1:24 1344/12219 [==>...........................] - ETA: 1:24 1351/12219 [==>...........................] - ETA: 1:24 1358/12219 [==>...........................] - ETA: 1:24 1365/12219 [==>...........................] - ETA: 1:24 1372/12219 [==>...........................] - ETA: 1:24 1379/12219 [==>...........................] - ETA: 1:23 1386/12219 [==>...........................] - ETA: 1:23 1393/12219 [==>...........................] - ETA: 1:23 1400/12219 [==>...........................] - ETA: 1:23 1407/12219 [==>...........................] - ETA: 1:23 1414/12219 [==>...........................] - ETA: 1:23 1421/12219 [==>...........................] - ETA: 1:23 1428/12219 [==>...........................] - ETA: 1:23 1435/12219 [==>...........................] - ETA: 1:23 1442/12219 [==>...........................] - ETA: 1:23 1449/12219 [==>...........................] - ETA: 1:23 1456/12219 [==>...........................] - ETA: 1:23 1463/12219 [==>...........................] - ETA: 1:23 1470/12219 [==>...........................] - ETA: 1:23 1477/12219 [==>...........................] - ETA: 1:23 1484/12219 [==>...........................] - ETA: 1:23 1491/12219 [==>...........................] - ETA: 1:23 1498/12219 [==>...........................] - ETA: 1:23 1505/12219 [==>...........................] - ETA: 1:23 1512/12219 [==>...........................] - ETA: 1:23 1519/12219 [==>...........................] - ETA: 1:23 1526/12219 [==>...........................] - ETA: 1:22 1533/12219 [==>...........................] - ETA: 1:22 1540/12219 [==>...........................] - ETA: 1:22 1547/12219 [==>...........................] - ETA: 1:22 1554/12219 [==>...........................] - ETA: 1:22 1561/12219 [==>...........................] - ETA: 1:22 1568/12219 [==>...........................] - ETA: 1:22 1575/12219 [==>...........................] - ETA: 1:22 1582/12219 [==>...........................] - ETA: 1:22 1589/12219 [==>...........................] - ETA: 1:22 1596/12219 [==>...........................] - ETA: 1:22 1603/12219 [==>...........................] - ETA: 1:22 1610/12219 [==>...........................] - ETA: 1:22 1617/12219 [==>...........................] - ETA: 1:22 1624/12219 [==>...........................] - ETA: 1:22 1631/12219 [===>..........................] - ETA: 1:22 1638/12219 [===>..........................] - ETA: 1:22 1645/12219 [===>..........................] - ETA: 1:22 1652/12219 [===>..........................] - ETA: 1:22 1659/12219 [===>..........................] - ETA: 1:22 1666/12219 [===>..........................] - ETA: 1:21 1673/12219 [===>..........................] - ETA: 1:21 1680/12219 [===>..........................] - ETA: 1:21 1687/12219 [===>..........................] - ETA: 1:21 1694/12219 [===>..........................] - ETA: 1:21 1701/12219 [===>..........................] - ETA: 1:21 1708/12219 [===>..........................] - ETA: 1:21 1715/12219 [===>..........................] - ETA: 1:21 1722/12219 [===>..........................] - ETA: 1:21 1729/12219 [===>..........................] - ETA: 1:21 1736/12219 [===>..........................] - ETA: 1:21 1743/12219 [===>..........................] - ETA: 1:21 1750/12219 [===>..........................] - ETA: 1:21 1754/12219 [===>..........................] - ETA: 1:21 1761/12219 [===>..........................] - ETA: 1:21 1768/12219 [===>..........................] - ETA: 1:21 1775/12219 [===>..........................] - ETA: 1:21 1782/12219 [===>..........................] - ETA: 1:21 1789/12219 [===>..........................] - ETA: 1:21 1796/12219 [===>..........................] - ETA: 1:21 1803/12219 [===>..........................] - ETA: 1:21 1810/12219 [===>..........................] - ETA: 1:21 1817/12219 [===>..........................] - ETA: 1:20 1824/12219 [===>..........................] - ETA: 1:20 1831/12219 [===>..........................] - ETA: 1:20 1838/12219 [===>..........................] - ETA: 1:20 1845/12219 [===>..........................] - ETA: 1:20 1852/12219 [===>..........................] - ETA: 1:20 1859/12219 [===>..........................] - ETA: 1:20 1866/12219 [===>..........................] - ETA: 1:20 1873/12219 [===>..........................] - ETA: 1:20 1880/12219 [===>..........................] - ETA: 1:20 1887/12219 [===>..........................] - ETA: 1:20 1894/12219 [===>..........................] - ETA: 1:20 1901/12219 [===>..........................] - ETA: 1:20 1908/12219 [===>..........................] - ETA: 1:20 1915/12219 [===>..........................] - ETA: 1:20 1922/12219 [===>..........................] - ETA: 1:20 1929/12219 [===>..........................] - ETA: 1:20 1936/12219 [===>..........................] - ETA: 1:20 1943/12219 [===>..........................] - ETA: 1:20 1950/12219 [===>..........................] - ETA: 1:19 1957/12219 [===>..........................] - ETA: 1:19 1964/12219 [===>..........................] - ETA: 1:19 1971/12219 [===>..........................] - ETA: 1:19 1978/12219 [===>..........................] - ETA: 1:19 1985/12219 [===>..........................] - ETA: 1:19 1992/12219 [===>..........................] - ETA: 1:19 1999/12219 [===>..........................] - ETA: 1:19 2006/12219 [===>..........................] - ETA: 1:19 2013/12219 [===>..........................] - ETA: 1:19 2020/12219 [===>..........................] - ETA: 1:19 2027/12219 [===>..........................] - ETA: 1:19 2034/12219 [===>..........................] - ETA: 1:19 2041/12219 [====>.........................] - ETA: 1:19 2048/12219 [====>.........................] - ETA: 1:19 2055/12219 [====>.........................] - ETA: 1:19 2062/12219 [====>.........................] - ETA: 1:19 2069/12219 [====>.........................] - ETA: 1:19 2076/12219 [====>.........................] - ETA: 1:19 2083/12219 [====>.........................] - ETA: 1:19 2090/12219 [====>.........................] - ETA: 1:19 2097/12219 [====>.........................] - ETA: 1:18 2104/12219 [====>.........................] - ETA: 1:18 2111/12219 [====>.........................] - ETA: 1:18 2118/12219 [====>.........................] - ETA: 1:18 2125/12219 [====>.........................] - ETA: 1:18 2132/12219 [====>.........................] - ETA: 1:18 2139/12219 [====>.........................] - ETA: 1:18 2146/12219 [====>.........................] - ETA: 1:18 2153/12219 [====>.........................] - ETA: 1:18 2160/12219 [====>.........................] - ETA: 1:18 2167/12219 [====>.........................] - ETA: 1:18 2174/12219 [====>.........................] - ETA: 1:18 2181/12219 [====>.........................] - ETA: 1:18 2188/12219 [====>.........................] - ETA: 1:18 2195/12219 [====>.........................] - ETA: 1:18 2202/12219 [====>.........................] - ETA: 1:18 2209/12219 [====>.........................] - ETA: 1:18 2216/12219 [====>.........................] - ETA: 1:18 2223/12219 [====>.........................] - ETA: 1:18 2230/12219 [====>.........................] - ETA: 1:17 2237/12219 [====>.........................] - ETA: 1:17 2244/12219 [====>.........................] - ETA: 1:17 2251/12219 [====>.........................] - ETA: 1:17 2258/12219 [====>.........................] - ETA: 1:17 2265/12219 [====>.........................] - ETA: 1:17 2272/12219 [====>.........................] - ETA: 1:17 2279/12219 [====>.........................] - ETA: 1:17 2286/12219 [====>.........................] - ETA: 1:17 2293/12219 [====>.........................] - ETA: 1:17 2300/12219 [====>.........................] - ETA: 1:17 2307/12219 [====>.........................] - ETA: 1:17 2314/12219 [====>.........................] - ETA: 1:17 2321/12219 [====>.........................] - ETA: 1:17 2328/12219 [====>.........................] - ETA: 1:17 2335/12219 [====>.........................] - ETA: 1:17 2342/12219 [====>.........................] - ETA: 1:17 2349/12219 [====>.........................] - ETA: 1:17 2356/12219 [====>.........................] - ETA: 1:17 2363/12219 [====>.........................] - ETA: 1:16 2370/12219 [====>.........................] - ETA: 1:16 2377/12219 [====>.........................] - ETA: 1:16 2384/12219 [====>.........................] - ETA: 1:16 2391/12219 [====>.........................] - ETA: 1:16 2398/12219 [====>.........................] - ETA: 1:16 2405/12219 [====>.........................] - ETA: 1:16 2412/12219 [====>.........................] - ETA: 1:16 2419/12219 [====>.........................] - ETA: 1:16 2426/12219 [====>.........................] - ETA: 1:16 2433/12219 [====>.........................] - ETA: 1:16 2440/12219 [====>.........................] - ETA: 1:16 2447/12219 [=====>........................] - ETA: 1:16 2454/12219 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11911/12219 [============================>.] - ETA: 2s 11918/12219 [============================>.] - ETA: 2s 11925/12219 [============================>.] - ETA: 2s 11932/12219 [============================>.] - ETA: 2s 11939/12219 [============================>.] - ETA: 2s 11946/12219 [============================>.] - ETA: 2s 11953/12219 [============================>.] - ETA: 2s 11960/12219 [============================>.] - ETA: 2s 11967/12219 [============================>.] - ETA: 1s 11974/12219 [============================>.] - ETA: 1s 11981/12219 [============================>.] - ETA: 1s 11988/12219 [============================>.] - ETA: 1s 11995/12219 [============================>.] - ETA: 1s 12002/12219 [============================>.] - ETA: 1s 12009/12219 [============================>.] - ETA: 1s 12016/12219 [============================>.] - ETA: 1s 12023/12219 [============================>.] - ETA: 1s 12030/12219 [============================>.] - ETA: 1s 12037/12219 [============================>.] - ETA: 1s 12044/12219 [============================>.] - ETA: 1s 12051/12219 [============================>.] - ETA: 1s 12058/12219 [============================>.] - ETA: 1s 12065/12219 [============================>.] - ETA: 1s 12072/12219 [============================>.] - ETA: 1s 12079/12219 [============================>.] - ETA: 1s 12086/12219 [============================>.] - ETA: 1s 12093/12219 [============================>.] - ETA: 0s 12100/12219 [============================>.] - ETA: 0s 12107/12219 [============================>.] - ETA: 0s 12114/12219 [============================>.] - ETA: 0s 12121/12219 [============================>.] - ETA: 0s 12128/12219 [============================>.] - ETA: 0s 12135/12219 [============================>.] - ETA: 0s 12142/12219 [============================>.] - ETA: 0s 12149/12219 [============================>.] - ETA: 0s 12155/12219 [============================>.] - ETA: 0s 12162/12219 [============================>.] - ETA: 0s 12169/12219 [============================>.] - ETA: 0s 12176/12219 [============================>.] - ETA: 0s 12183/12219 [============================>.] - ETA: 0s 12190/12219 [============================>.] - ETA: 0s 12197/12219 [============================>.] - ETA: 0s 12204/12219 [============================>.] - ETA: 0s 12211/12219 [============================>.] - ETA: 0s 12218/12219 [============================>.] - ETA: 0s 12219/12219 [==============================] - ETA: 0s 12219/12219 [==============================] - 99s 8ms/step got the model loading peaks... got split:test for bed regions:(43832, 10) 0/685 100/685 200/685 300/685 400/685 500/685 600/685 Bias model pearsonr performance in peaks is: -0.04 {'counts_loss_weight': '32.6', 'filters': '512', 'n_dil_layers': '8', 'bias_model_path': '/oak/stanford/groups/akundaje/projects/neuro-variants/chrombpnet_models/roussos_2024/K562_bias/roussos_2024.PBS/fold_4/models/bias_model_scaled.h5', 'inputlen': '2114', 'outputlen': '1000', 'max_jitter': '500', 'chr_fold_path': '/oak/stanford/groups/akundaje/soumyak/refs/hg38/splits/fold_4.json', 'negative_sampling_ratio': '0.1'} got the model loading peaks... got split:train for bed regions:(180300, 10) loading nonpeaks... got split:train for bed regions:(180136, 10) loading peaks... got split:valid for bed regions:(17047, 10) loading nonpeaks... got split:valid for bed regions:(17211, 10) Epoch 1/50 1/3099 [..............................] - ETA: 4:27:00 - loss: 1018.0408 - logits_profile_predictions_loss: 904.7917 - logcount_predictions_loss: 3.4739 2/3099 [..............................] - ETA: 15:23 - loss: 1268.1974 - logits_profile_predictions_loss: 952.6560 - logcount_predictions_loss: 9.6792  3/3099 [..............................] - ETA: 15:24 - loss: 1055.0128 - logits_profile_predictions_loss: 823.7726 - logcount_predictions_loss: 7.0933 4/3099 [..............................] - ETA: 15:21 - loss: 966.1877 - logits_profile_predictions_loss: 773.3452 - logcount_predictions_loss: 5.9154  5/3099 [..............................] - ETA: 15:21 - loss: 963.4142 - logits_profile_predictions_loss: 785.9012 - logcount_predictions_loss: 5.4452 6/3099 [..............................] - ETA: 15:20 - loss: 928.4434 - logits_profile_predictions_loss: 767.0656 - logcount_predictions_loss: 4.9502 7/3099 [..............................] - ETA: 15:20 - loss: 902.9916 - logits_profile_predictions_loss: 753.0662 - logcount_predictions_loss: 4.5989 8/3099 [..............................] - ETA: 15:19 - loss: 908.7646 - logits_profile_predictions_loss: 762.5823 - logcount_predictions_loss: 4.4841 9/3099 [..............................] - ETA: 15:18 - loss: 896.7294 - logits_profile_predictions_loss: 756.9839 - logcount_predictions_loss: 4.2867 10/3099 [..............................] - ETA: 15:18 - loss: 910.4456 - logits_profile_predictions_loss: 773.1740 - logcount_predictions_loss: 4.2108 11/3099 [..............................] - ETA: 15:17 - loss: 912.4277 - logits_profile_predictions_loss: 777.9439 - logcount_predictions_loss: 4.1253 12/3099 [..............................] - ETA: 15:16 - loss: 931.4910 - logits_profile_predictions_loss: 797.1484 - logcount_predictions_loss: 4.1209 13/3099 [..............................] - ETA: 15:16 - loss: 921.0343 - logits_profile_predictions_loss: 789.5331 - logcount_predictions_loss: 4.0338 14/3099 [..............................] - ETA: 15:15 - loss: 926.3134 - logits_profile_predictions_loss: 795.9020 - logcount_predictions_loss: 4.0003 15/3099 [..............................] - ETA: 15:15 - loss: 916.1699 - logits_profile_predictions_loss: 788.2247 - logcount_predictions_loss: 3.9247 16/3099 [..............................] - ETA: 15:14 - loss: 920.0790 - logits_profile_predictions_loss: 793.1558 - logcount_predictions_loss: 3.8934 17/3099 [..............................] - ETA: 15:14 - loss: 912.3394 - logits_profile_predictions_loss: 787.3718 - logcount_predictions_loss: 3.8334 18/3099 [..............................] - ETA: 15:13 - loss: 905.9094 - logits_profile_predictions_loss: 782.5481 - logcount_predictions_loss: 3.7841 19/3099 [..............................] - ETA: 15:13 - loss: 900.4902 - logits_profile_predictions_loss: 779.2366 - logcount_predictions_loss: 3.7194 20/3099 [..............................] - ETA: 15:13 - loss: 899.4515 - logits_profile_predictions_loss: 778.8591 - logcount_predictions_loss: 3.6992 21/3099 [..............................] - ETA: 15:12 - loss: 890.5272 - logits_profile_predictions_loss: 771.9468 - logcount_predictions_loss: 3.6374 22/3099 [..............................] - ETA: 15:12 - loss: 885.9316 - logits_profile_predictions_loss: 768.5543 - logcount_predictions_loss: 3.6005 23/3099 [..............................] - ETA: 15:11 - loss: 890.0299 - logits_profile_predictions_loss: 772.3091 - logcount_predictions_loss: 3.6111 24/3099 [..............................] - ETA: 15:11 - loss: 891.7283 - logits_profile_predictions_loss: 774.1660 - logcount_predictions_loss: 3.6062 25/3099 [..............................] - ETA: 15:11 - loss: 899.5228 - logits_profile_predictions_loss: 781.4717 - logcount_predictions_loss: 3.6212 26/3099 [..............................] - ETA: 15:10 - loss: 903.9785 - logits_profile_predictions_loss: 785.8594 - logcount_predictions_loss: 3.6233 27/3099 [..............................] - ETA: 15:10 - loss: 903.7531 - logits_profile_predictions_loss: 785.6742 - logcount_predictions_loss: 3.6220 28/3099 [..............................] - ETA: 15:10 - loss: 907.0854 - logits_profile_predictions_loss: 789.0427 - logcount_predictions_loss: 3.6209 29/3099 [..............................] - ETA: 15:10 - loss: 914.8110 - logits_profile_predictions_loss: 795.9062 - logcount_predictions_loss: 3.6474 30/3099 [..............................] - ETA: 15:09 - loss: 918.4662 - logits_profile_predictions_loss: 799.4937 - logcount_predictions_loss: 3.6495 31/3099 [..............................] - ETA: 15:09 - loss: 917.1165 - logits_profile_predictions_loss: 798.6224 - logcount_predictions_loss: 3.6348 32/3099 [..............................] - ETA: 15:09 - loss: 914.8843 - logits_profile_predictions_loss: 796.7198 - logcount_predictions_loss: 3.6247 33/3099 [..............................] - ETA: 15:08 - loss: 920.5267 - logits_profile_predictions_loss: 801.9045 - logcount_predictions_loss: 3.6387 34/3099 [..............................] - ETA: 15:08 - loss: 922.7789 - logits_profile_predictions_loss: 803.9428 - logcount_predictions_loss: 3.6453 35/3099 [..............................] - ETA: 15:07 - loss: 925.5634 - logits_profile_predictions_loss: 806.7309 - logcount_predictions_loss: 3.6452 36/3099 [..............................] - ETA: 15:07 - loss: 922.3038 - logits_profile_predictions_loss: 803.9965 - logcount_predictions_loss: 3.6291 37/3099 [..............................] - ETA: 15:07 - loss: 926.1523 - logits_profile_predictions_loss: 807.8362 - logcount_predictions_loss: 3.6293 38/3099 [..............................] - ETA: 15:06 - loss: 919.7781 - logits_profile_predictions_loss: 802.4302 - logcount_predictions_loss: 3.5996 39/3099 [..............................] - ETA: 15:06 - loss: 912.2002 - logits_profile_predictions_loss: 796.1430 - logcount_predictions_loss: 3.5600 40/3099 [..............................] - ETA: 15:05 - loss: 919.3511 - logits_profile_predictions_loss: 802.3145 - logcount_predictions_loss: 3.5901 41/3099 [..............................] - ETA: 15:05 - loss: 919.9710 - logits_profile_predictions_loss: 802.8718 - logcount_predictions_loss: 3.5920 42/3099 [..............................] - ETA: 15:05 - loss: 920.7274 - logits_profile_predictions_loss: 803.7966 - logcount_predictions_loss: 3.5868 43/3099 [..............................] - ETA: 15:04 - loss: 920.6549 - logits_profile_predictions_loss: 803.7071 - logcount_predictions_loss: 3.5873 44/3099 [..............................] - ETA: 15:04 - loss: 917.0264 - logits_profile_predictions_loss: 800.5970 - logcount_predictions_loss: 3.5714 45/3099 [..............................] - ETA: 15:04 - loss: 911.9916 - logits_profile_predictions_loss: 796.3098 - logcount_predictions_loss: 3.5485 46/3099 [..............................] - ETA: 15:04 - loss: 910.3324 - logits_profile_predictions_loss: 794.9974 - logcount_predictions_loss: 3.5379 47/3099 [..............................] - ETA: 15:03 - loss: 908.1894 - logits_profile_predictions_loss: 793.1951 - logcount_predictions_loss: 3.5274 48/3099 [..............................] - ETA: 15:03 - loss: 907.4387 - logits_profile_predictions_loss: 792.6027 - logcount_predictions_loss: 3.5226 49/3099 [..............................] - ETA: 15:03 - loss: 909.0315 - logits_profile_predictions_loss: 794.1749 - logcount_predictions_loss: 3.5232 50/3099 [..............................] - ETA: 15:02 - loss: 908.4267 - logits_profile_predictions_loss: 793.7754 - logcount_predictions_loss: 3.5169 51/3099 [..............................] - ETA: 15:02 - loss: 909.8555 - logits_profile_predictions_loss: 795.3613 - logcount_predictions_loss: 3.5121 52/3099 [..............................] - ETA: 15:02 - loss: 912.8350 - logits_profile_predictions_loss: 798.4539 - logcount_predictions_loss: 3.5086 53/3099 [..............................] - ETA: 15:01 - loss: 913.0728 - logits_profile_predictions_loss: 798.4219 - logcount_predictions_loss: 3.5169 54/3099 [..............................] - ETA: 15:01 - loss: 914.1505 - logits_profile_predictions_loss: 799.4125 - logcount_predictions_loss: 3.5196 55/3099 [..............................] - ETA: 15:01 - loss: 910.6852 - logits_profile_predictions_loss: 796.4102 - logcount_predictions_loss: 3.5054 56/3099 [..............................] - ETA: 15:00 - loss: 909.3556 - logits_profile_predictions_loss: 795.3675 - logcount_predictions_loss: 3.4966 57/3099 [..............................] - ETA: 15:00 - loss: 907.5152 - logits_profile_predictions_loss: 793.7693 - logcount_predictions_loss: 3.4891 58/3099 [..............................] - ETA: 15:00 - loss: 910.5128 - logits_profile_predictions_loss: 796.5320 - logcount_predictions_loss: 3.4963 59/3099 [..............................] - ETA: 14:59 - loss: 907.2695 - logits_profile_predictions_loss: 793.8257 - logcount_predictions_loss: 3.4799 60/3099 [..............................] - ETA: 14:59 - loss: 911.4601 - logits_profile_predictions_loss: 797.5237 - logcount_predictions_loss: 3.4950 61/3099 [..............................] - ETA: 14:59 - loss: 907.0986 - logits_profile_predictions_loss: 793.7937 - logcount_predictions_loss: 3.4756 62/3099 [..............................] - ETA: 14:58 - loss: 906.4429 - logits_profile_predictions_loss: 793.3262 - logcount_predictions_loss: 3.4698 63/3099 [..............................] - ETA: 14:58 - loss: 907.5936 - logits_profile_predictions_loss: 794.4108 - logcount_predictions_loss: 3.4719 64/3099 [..............................] - ETA: 14:58 - loss: 905.4048 - logits_profile_predictions_loss: 792.5063 - logcount_predictions_loss: 3.4631 65/3099 [..............................] - ETA: 14:57 - loss: 905.7217 - logits_profile_predictions_loss: 792.9167 - logcount_predictions_loss: 3.4603 66/3099 [..............................] - ETA: 14:57 - loss: 904.2262 - logits_profile_predictions_loss: 791.6700 - logcount_predictions_loss: 3.4526 67/3099 [..............................] - ETA: 14:57 - loss: 903.0124 - logits_profile_predictions_loss: 790.5726 - logcount_predictions_loss: 3.4491 68/3099 [..............................] - ETA: 14:57 - loss: 902.2672 - logits_profile_predictions_loss: 789.8461 - logcount_predictions_loss: 3.4485 69/3099 [..............................] - ETA: 14:56 - loss: 901.4274 - logits_profile_predictions_loss: 789.2799 - logcount_predictions_loss: 3.4401 70/3099 [..............................] - ETA: 14:56 - loss: 901.6309 - logits_profile_predictions_loss: 789.2820 - logcount_predictions_loss: 3.4463 71/3099 [..............................] - ETA: 14:56 - loss: 901.4938 - logits_profile_predictions_loss: 789.1505 - logcount_predictions_loss: 3.4461 72/3099 [..............................] - ETA: 14:55 - loss: 900.3312 - logits_profile_predictions_loss: 788.1202 - logcount_predictions_loss: 3.4421 73/3099 [..............................] - ETA: 14:55 - loss: 898.9236 - logits_profile_predictions_loss: 786.8592 - logcount_predictions_loss: 3.4376 74/3099 [..............................] - ETA: 14:55 - loss: 900.3115 - logits_profile_predictions_loss: 788.0511 - logcount_predictions_loss: 3.4436 75/3099 [..............................] - ETA: 14:54 - loss: 902.0417 - logits_profile_predictions_loss: 789.4985 - logcount_predictions_loss: 3.4523 76/3099 [..............................] - ETA: 14:54 - loss: 898.0079 - logits_profile_predictions_loss: 786.0945 - logcount_predictions_loss: 3.4329 77/3099 [..............................] - ETA: 14:54 - loss: 902.4359 - logits_profile_predictions_loss: 789.8771 - logcount_predictions_loss: 3.4527 78/3099 [..............................] - ETA: 14:54 - loss: 902.7658 - logits_profile_predictions_loss: 790.1205 - logcount_predictions_loss: 3.4554 79/3099 [..............................] - ETA: 14:53 - loss: 904.6001 - logits_profile_predictions_loss: 791.8007 - logcount_predictions_loss: 3.4601 80/3099 [..............................] - ETA: 14:53 - loss: 906.1144 - logits_profile_predictions_loss: 793.3581 - logcount_predictions_loss: 3.4588 81/3099 [..............................] - ETA: 14:53 - loss: 904.1732 - logits_profile_predictions_loss: 791.6870 - logcount_predictions_loss: 3.4505 82/3099 [..............................] - ETA: 14:52 - loss: 902.5661 - logits_profile_predictions_loss: 790.3235 - logcount_predictions_loss: 3.4430 83/3099 [..............................] - ETA: 14:52 - loss: 902.5143 - logits_profile_predictions_loss: 790.3460 - logcount_predictions_loss: 3.4408 84/3099 [..............................] - ETA: 14:52 - loss: 902.8499 - logits_profile_predictions_loss: 790.5259 - logcount_predictions_loss: 3.4455 85/3099 [..............................] - ETA: 14:51 - loss: 900.6218 - logits_profile_predictions_loss: 788.6940 - logcount_predictions_loss: 3.4334 86/3099 [..............................] - ETA: 14:51 - loss: 902.3995 - logits_profile_predictions_loss: 790.3481 - logcount_predictions_loss: 3.4372 87/3099 [..............................] - ETA: 14:51 - loss: 902.5441 - logits_profile_predictions_loss: 790.6283 - logcount_predictions_loss: 3.4330 88/3099 [..............................] - ETA: 14:50 - loss: 903.8795 - logits_profile_predictions_loss: 791.9729 - logcount_predictions_loss: 3.4327 89/3099 [..............................] - ETA: 14:50 - loss: 901.2424 - logits_profile_predictions_loss: 789.6849 - logcount_predictions_loss: 3.4220 90/3099 [..............................] - ETA: 14:50 - loss: 901.6583 - logits_profile_predictions_loss: 790.0063 - logcount_predictions_loss: 3.4249 91/3099 [..............................] - ETA: 14:49 - loss: 900.1335 - logits_profile_predictions_loss: 788.7333 - logcount_predictions_loss: 3.4172 92/3099 [..............................] - ETA: 14:49 - loss: 899.1860 - logits_profile_predictions_loss: 787.9974 - logcount_predictions_loss: 3.4107 93/3099 [..............................] - ETA: 14:49 - loss: 899.8220 - logits_profile_predictions_loss: 788.5572 - logcount_predictions_loss: 3.4130 94/3099 [..............................] - ETA: 14:49 - loss: 898.3448 - logits_profile_predictions_loss: 787.2543 - logcount_predictions_loss: 3.4077 95/3099 [..............................] - ETA: 14:48 - loss: 898.5197 - logits_profile_predictions_loss: 787.3593 - logcount_predictions_loss: 3.4098 96/3099 [..............................] - ETA: 14:48 - loss: 899.3265 - logits_profile_predictions_loss: 787.9980 - logcount_predictions_loss: 3.4150 97/3099 [..............................] - ETA: 14:48 - loss: 902.0067 - logits_profile_predictions_loss: 790.5098 - logcount_predictions_loss: 3.4202 98/3099 [..............................] - ETA: 14:47 - loss: 901.2680 - logits_profile_predictions_loss: 790.0458 - logcount_predictions_loss: 3.4117 99/3099 [..............................] - ETA: 14:47 - loss: 899.7170 - logits_profile_predictions_loss: 788.7677 - logcount_predictions_loss: 3.4034 100/3099 [..............................] - ETA: 14:47 - loss: 898.7283 - logits_profile_predictions_loss: 787.9790 - logcount_predictions_loss: 3.3972 101/3099 [..............................] - ETA: 14:46 - loss: 898.0153 - logits_profile_predictions_loss: 787.3680 - logcount_predictions_loss: 3.3941 102/3099 [..............................] - ETA: 14:46 - loss: 897.2637 - logits_profile_predictions_loss: 786.6870 - logcount_predictions_loss: 3.3919 103/3099 [..............................] - ETA: 14:46 - loss: 897.9165 - logits_profile_predictions_loss: 787.3402 - logcount_predictions_loss: 3.3919 104/3099 [>.............................] - ETA: 14:46 - loss: 896.9355 - logits_profile_predictions_loss: 786.4397 - logcount_predictions_loss: 3.3894 105/3099 [>.............................] - ETA: 14:45 - loss: 896.9182 - logits_profile_predictions_loss: 786.3590 - logcount_predictions_loss: 3.3914 106/3099 [>.............................] - ETA: 14:45 - loss: 896.2067 - logits_profile_predictions_loss: 785.7669 - logcount_predictions_loss: 3.3877 107/3099 [>.............................] - ETA: 14:45 - loss: 895.5841 - 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[=====>........................] - ETA: 12:14 - loss: 836.2344 - logits_profile_predictions_loss: 730.5044 - logcount_predictions_loss: 3.2432 622/3099 [=====>........................] - ETA: 12:14 - loss: 836.0363 - logits_profile_predictions_loss: 730.3366 - logcount_predictions_loss: 3.2423 623/3099 [=====>........................] - ETA: 12:13 - loss: 836.3627 - logits_profile_predictions_loss: 730.5853 - logcount_predictions_loss: 3.2447 624/3099 [=====>........................] - ETA: 12:13 - loss: 836.2715 - logits_profile_predictions_loss: 730.5005 - logcount_predictions_loss: 3.2445 625/3099 [=====>........................] - ETA: 12:13 - loss: 836.1791 - logits_profile_predictions_loss: 730.4199 - logcount_predictions_loss: 3.2441 626/3099 [=====>........................] - ETA: 12:13 - loss: 836.1272 - logits_profile_predictions_loss: 730.3716 - logcount_predictions_loss: 3.2440 627/3099 [=====>........................] - ETA: 12:12 - loss: 835.9875 - 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3085/3099 [============================>.] - ETA: 4s - loss: 732.9451 - logits_profile_predictions_loss: 672.6663 - logcount_predictions_loss: 1.8490 3086/3099 [============================>.] - ETA: 3s - loss: 732.9372 - logits_profile_predictions_loss: 672.6733 - logcount_predictions_loss: 1.8486 3087/3099 [============================>.] - ETA: 3s - loss: 732.8828 - logits_profile_predictions_loss: 672.6331 - logcount_predictions_loss: 1.8481 3088/3099 [============================>.] - ETA: 3s - loss: 732.8633 - logits_profile_predictions_loss: 672.6287 - logcount_predictions_loss: 1.8477 3089/3099 [============================>.] - ETA: 2s - loss: 732.8601 - logits_profile_predictions_loss: 672.6385 - logcount_predictions_loss: 1.8473 3090/3099 [============================>.] - ETA: 2s - loss: 732.8402 - logits_profile_predictions_loss: 672.6317 - logcount_predictions_loss: 1.8469 3091/3099 [============================>.] - ETA: 2s - loss: 732.8331 - 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[============================>.] - ETA: 0s - loss: 732.6624 - logits_profile_predictions_loss: 672.5507 - logcount_predictions_loss: 1.8439 3099/3099 [==============================] - ETA: 0s - loss: 732.6442 - logits_profile_predictions_loss: 672.5439 - logcount_predictions_loss: 1.8435 Epoch 1: val_loss improved from inf to 648.65326, saving model to /oak/stanford/groups/akundaje/projects/neuro-variants/chrombpnet_models/roussos_2024/K562_bias/roussos_2024.PBS/fold_4/models/chrombpnet.h5  3099/3099 [==============================] - 968s 311ms/step - loss: 732.6442 - logits_profile_predictions_loss: 672.5439 - logcount_predictions_loss: 1.8435 - val_loss: 648.6533 - val_logits_profile_predictions_loss: 629.7231 - val_logcount_predictions_loss: 0.5807 Epoch 2/50 1/3099 [..............................] - ETA: 16:03 - loss: 713.7318 - logits_profile_predictions_loss: 689.1522 - logcount_predictions_loss: 0.7540 2/3099 [..............................] - ETA: 15:13 - loss: 703.6685 - 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[..............................] - ETA: 15:11 - loss: 661.7394 - logits_profile_predictions_loss: 638.9692 - logcount_predictions_loss: 0.6985 10/3099 [..............................] - ETA: 15:11 - loss: 666.9120 - logits_profile_predictions_loss: 644.3734 - logcount_predictions_loss: 0.6914 11/3099 [..............................] - ETA: 15:11 - loss: 664.2267 - logits_profile_predictions_loss: 642.0515 - logcount_predictions_loss: 0.6802 12/3099 [..............................] - ETA: 15:11 - loss: 665.7318 - logits_profile_predictions_loss: 643.9517 - logcount_predictions_loss: 0.6681 13/3099 [..............................] - ETA: 15:11 - loss: 663.8867 - logits_profile_predictions_loss: 642.0923 - logcount_predictions_loss: 0.6685 14/3099 [..............................] - ETA: 15:10 - loss: 657.3351 - logits_profile_predictions_loss: 635.2875 - logcount_predictions_loss: 0.6763 15/3099 [..............................] - ETA: 15:10 - loss: 657.6157 - 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[..............................] - ETA: 15:08 - loss: 657.7723 - logits_profile_predictions_loss: 636.2402 - logcount_predictions_loss: 0.6605 23/3099 [..............................] - ETA: 15:08 - loss: 652.9055 - logits_profile_predictions_loss: 631.6174 - logcount_predictions_loss: 0.6530 24/3099 [..............................] - ETA: 15:08 - loss: 653.8853 - logits_profile_predictions_loss: 632.6275 - logcount_predictions_loss: 0.6521 25/3099 [..............................] - ETA: 15:08 - loss: 652.8553 - logits_profile_predictions_loss: 631.7667 - logcount_predictions_loss: 0.6469 26/3099 [..............................] - ETA: 15:07 - loss: 650.2562 - logits_profile_predictions_loss: 629.1854 - logcount_predictions_loss: 0.6463 27/3099 [..............................] - ETA: 15:07 - loss: 650.4894 - logits_profile_predictions_loss: 629.4339 - logcount_predictions_loss: 0.6459 28/3099 [..............................] - ETA: 15:07 - loss: 653.6779 - 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[..............................] - ETA: 15:05 - loss: 640.0872 - logits_profile_predictions_loss: 619.9587 - logcount_predictions_loss: 0.6174 36/3099 [..............................] - ETA: 15:04 - loss: 639.3997 - logits_profile_predictions_loss: 619.0596 - logcount_predictions_loss: 0.6239 37/3099 [..............................] - ETA: 15:04 - loss: 638.5352 - logits_profile_predictions_loss: 618.0930 - logcount_predictions_loss: 0.6271 38/3099 [..............................] - ETA: 15:04 - loss: 638.2455 - logits_profile_predictions_loss: 617.8657 - logcount_predictions_loss: 0.6252 39/3099 [..............................] - ETA: 15:04 - loss: 638.3973 - logits_profile_predictions_loss: 618.0503 - logcount_predictions_loss: 0.6241 40/3099 [..............................] - ETA: 15:03 - loss: 638.2001 - logits_profile_predictions_loss: 617.6623 - logcount_predictions_loss: 0.6300 41/3099 [..............................] - ETA: 15:03 - loss: 637.0643 - 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[..............................] - ETA: 15:01 - loss: 635.7932 - logits_profile_predictions_loss: 615.5503 - logcount_predictions_loss: 0.6209 49/3099 [..............................] - ETA: 15:01 - loss: 636.1193 - logits_profile_predictions_loss: 615.6761 - logcount_predictions_loss: 0.6271 50/3099 [..............................] - ETA: 15:15 - loss: 634.2285 - logits_profile_predictions_loss: 613.8406 - logcount_predictions_loss: 0.6254 51/3099 [..............................] - ETA: 15:15 - loss: 636.3301 - logits_profile_predictions_loss: 615.9682 - logcount_predictions_loss: 0.6246 52/3099 [..............................] - ETA: 15:14 - loss: 635.7448 - logits_profile_predictions_loss: 615.4286 - logcount_predictions_loss: 0.6232 53/3099 [..............................] - ETA: 15:14 - loss: 634.3912 - logits_profile_predictions_loss: 614.1348 - logcount_predictions_loss: 0.6214 54/3099 [..............................] - ETA: 15:13 - loss: 635.0099 - 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[..............................] - ETA: 15:09 - loss: 636.7205 - logits_profile_predictions_loss: 616.4989 - logcount_predictions_loss: 0.6203 62/3099 [..............................] - ETA: 15:09 - loss: 637.3714 - logits_profile_predictions_loss: 617.1552 - logcount_predictions_loss: 0.6201 63/3099 [..............................] - ETA: 15:08 - loss: 637.4309 - logits_profile_predictions_loss: 617.2737 - logcount_predictions_loss: 0.6183 64/3099 [..............................] - ETA: 15:08 - loss: 635.8516 - logits_profile_predictions_loss: 615.7147 - logcount_predictions_loss: 0.6177 65/3099 [..............................] - ETA: 15:07 - loss: 635.4460 - logits_profile_predictions_loss: 615.3637 - logcount_predictions_loss: 0.6160 66/3099 [..............................] - ETA: 15:07 - loss: 636.8816 - logits_profile_predictions_loss: 616.7859 - logcount_predictions_loss: 0.6164 67/3099 [..............................] - ETA: 15:09 - loss: 636.8242 - 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[..............................] - ETA: 15:05 - loss: 643.1584 - logits_profile_predictions_loss: 623.1097 - logcount_predictions_loss: 0.6150 75/3099 [..............................] - ETA: 15:05 - loss: 642.8690 - logits_profile_predictions_loss: 622.8489 - logcount_predictions_loss: 0.6141 76/3099 [..............................] - ETA: 15:04 - loss: 642.7005 - logits_profile_predictions_loss: 622.6497 - logcount_predictions_loss: 0.6151 77/3099 [..............................] - ETA: 15:04 - loss: 642.8552 - logits_profile_predictions_loss: 622.8690 - logcount_predictions_loss: 0.6131 78/3099 [..............................] - ETA: 15:03 - loss: 642.9570 - logits_profile_predictions_loss: 622.9374 - logcount_predictions_loss: 0.6141 79/3099 [..............................] - ETA: 15:03 - loss: 641.9533 - logits_profile_predictions_loss: 621.9769 - logcount_predictions_loss: 0.6128 80/3099 [..............................] - ETA: 15:03 - loss: 641.8138 - 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[..............................] - ETA: 15:00 - loss: 640.4154 - logits_profile_predictions_loss: 620.2120 - logcount_predictions_loss: 0.6197 88/3099 [..............................] - ETA: 15:00 - loss: 641.1435 - logits_profile_predictions_loss: 620.8706 - logcount_predictions_loss: 0.6219 89/3099 [..............................] - ETA: 15:00 - loss: 640.5535 - logits_profile_predictions_loss: 620.1869 - logcount_predictions_loss: 0.6247 90/3099 [..............................] - ETA: 14:59 - loss: 641.4853 - logits_profile_predictions_loss: 621.1293 - logcount_predictions_loss: 0.6244 91/3099 [..............................] - ETA: 14:59 - loss: 641.3557 - logits_profile_predictions_loss: 621.0117 - logcount_predictions_loss: 0.6240 92/3099 [..............................] - ETA: 14:58 - loss: 641.1407 - logits_profile_predictions_loss: 620.7906 - logcount_predictions_loss: 0.6242 93/3099 [..............................] - ETA: 14:58 - loss: 641.4835 - 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[..............................] - ETA: 14:55 - loss: 642.5624 - logits_profile_predictions_loss: 622.2656 - logcount_predictions_loss: 0.6226 101/3099 [..............................] - ETA: 14:57 - loss: 642.1600 - logits_profile_predictions_loss: 621.8243 - logcount_predictions_loss: 0.6238 102/3099 [..............................] - ETA: 14:56 - loss: 641.8892 - logits_profile_predictions_loss: 621.5536 - logcount_predictions_loss: 0.6238 103/3099 [..............................] - ETA: 14:56 - loss: 643.6320 - logits_profile_predictions_loss: 623.2333 - logcount_predictions_loss: 0.6257 104/3099 [>.............................] - ETA: 14:56 - loss: 643.6953 - logits_profile_predictions_loss: 623.0859 - logcount_predictions_loss: 0.6322 105/3099 [>.............................] - ETA: 14:55 - loss: 644.5792 - logits_profile_predictions_loss: 623.9077 - logcount_predictions_loss: 0.6341 106/3099 [>.............................] - ETA: 14:55 - loss: 644.4099 - 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logits_profile_predictions_loss: 631.9312 - logcount_predictions_loss: 0.6284 484/3099 [===>..........................] - ETA: 12:55 - loss: 652.0880 - logits_profile_predictions_loss: 631.6202 - logcount_predictions_loss: 0.6278 485/3099 [===>..........................] - ETA: 12:55 - loss: 652.2096 - logits_profile_predictions_loss: 631.7203 - logcount_predictions_loss: 0.6285 486/3099 [===>..........................] - ETA: 12:55 - loss: 652.2186 - logits_profile_predictions_loss: 631.7239 - logcount_predictions_loss: 0.6287 487/3099 [===>..........................] - ETA: 12:55 - loss: 652.4264 - logits_profile_predictions_loss: 631.8740 - logcount_predictions_loss: 0.6304 488/3099 [===>..........................] - ETA: 12:54 - loss: 652.4749 - logits_profile_predictions_loss: 631.8935 - logcount_predictions_loss: 0.6313 489/3099 [===>..........................] - ETA: 12:54 - loss: 652.3488 - logits_profile_predictions_loss: 631.7598 - logcount_predictions_loss: 0.6316 490/3099 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logits_profile_predictions_loss: 631.9612 - logcount_predictions_loss: 0.6321 497/3099 [===>..........................] - ETA: 12:52 - loss: 652.5444 - logits_profile_predictions_loss: 631.9157 - logcount_predictions_loss: 0.6328 498/3099 [===>..........................] - ETA: 12:51 - loss: 652.8783 - logits_profile_predictions_loss: 632.2432 - logcount_predictions_loss: 0.6330 499/3099 [===>..........................] - ETA: 12:51 - loss: 652.7920 - logits_profile_predictions_loss: 632.1605 - logcount_predictions_loss: 0.6329 500/3099 [===>..........................] - ETA: 12:51 - loss: 652.9777 - logits_profile_predictions_loss: 632.3432 - logcount_predictions_loss: 0.6330 501/3099 [===>..........................] - ETA: 12:50 - loss: 652.7211 - logits_profile_predictions_loss: 632.0822 - logcount_predictions_loss: 0.6331 502/3099 [===>..........................] - ETA: 12:50 - loss: 652.9418 - logits_profile_predictions_loss: 632.3069 - logcount_predictions_loss: 0.6330 503/3099 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[============================>.] - ETA: 0s - loss: 639.8029 - logits_profile_predictions_loss: 620.3850 - logcount_predictions_loss: 0.5957 3098/3099 [============================>.] - ETA: 0s - loss: 639.7936 - logits_profile_predictions_loss: 620.3766 - logcount_predictions_loss: 0.5956 3099/3099 [==============================] - ETA: 0s - loss: 639.8005 - logits_profile_predictions_loss: 620.3857 - logcount_predictions_loss: 0.5956 Epoch 2: val_loss improved from 648.65326 to 632.15186, saving model to /oak/stanford/groups/akundaje/projects/neuro-variants/chrombpnet_models/roussos_2024/K562_bias/roussos_2024.PBS/fold_4/models/chrombpnet.h5  3099/3099 [==============================] - 963s 311ms/step - loss: 639.8005 - logits_profile_predictions_loss: 620.3857 - logcount_predictions_loss: 0.5956 - val_loss: 632.1519 - val_logits_profile_predictions_loss: 614.3585 - val_logcount_predictions_loss: 0.5458 Epoch 3/50 1/3099 [..............................] - ETA: 16:13 - loss: 590.8563 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[..............................] - ETA: 15:14 - loss: 631.1156 - logits_profile_predictions_loss: 612.7349 - logcount_predictions_loss: 0.5638 9/3099 [..............................] - ETA: 15:13 - loss: 635.4940 - logits_profile_predictions_loss: 616.8199 - logcount_predictions_loss: 0.5728 10/3099 [..............................] - ETA: 15:13 - loss: 624.8569 - logits_profile_predictions_loss: 606.7369 - logcount_predictions_loss: 0.5558 11/3099 [..............................] - ETA: 15:13 - loss: 621.7468 - logits_profile_predictions_loss: 603.9363 - logcount_predictions_loss: 0.5463 12/3099 [..............................] - ETA: 15:13 - loss: 625.7898 - logits_profile_predictions_loss: 608.1127 - logcount_predictions_loss: 0.5422 13/3099 [..............................] - ETA: 15:12 - loss: 625.9052 - logits_profile_predictions_loss: 608.4366 - logcount_predictions_loss: 0.5358 14/3099 [..............................] - ETA: 15:12 - loss: 628.3290 - 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[..............................] - ETA: 15:11 - loss: 623.0270 - logits_profile_predictions_loss: 605.1461 - logcount_predictions_loss: 0.5485 22/3099 [..............................] - ETA: 15:11 - loss: 622.0319 - logits_profile_predictions_loss: 603.9901 - logcount_predictions_loss: 0.5534 23/3099 [..............................] - ETA: 15:10 - loss: 625.1285 - logits_profile_predictions_loss: 607.2313 - logcount_predictions_loss: 0.5490 24/3099 [..............................] - ETA: 15:10 - loss: 626.8538 - logits_profile_predictions_loss: 609.1761 - logcount_predictions_loss: 0.5423 25/3099 [..............................] - ETA: 15:09 - loss: 629.7476 - logits_profile_predictions_loss: 612.0020 - logcount_predictions_loss: 0.5443 26/3099 [..............................] - ETA: 15:09 - loss: 634.1262 - logits_profile_predictions_loss: 616.3528 - logcount_predictions_loss: 0.5452 27/3099 [..............................] - ETA: 15:09 - loss: 636.0718 - 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[..............................] - ETA: 15:06 - loss: 631.9197 - logits_profile_predictions_loss: 614.4581 - logcount_predictions_loss: 0.5356 35/3099 [..............................] - ETA: 15:06 - loss: 629.8423 - logits_profile_predictions_loss: 612.4089 - logcount_predictions_loss: 0.5348 36/3099 [..............................] - ETA: 15:06 - loss: 628.5286 - logits_profile_predictions_loss: 611.1042 - logcount_predictions_loss: 0.5345 37/3099 [..............................] - ETA: 15:05 - loss: 630.0225 - logits_profile_predictions_loss: 612.2179 - logcount_predictions_loss: 0.5461 38/3099 [..............................] - ETA: 15:09 - loss: 630.8685 - logits_profile_predictions_loss: 613.1147 - logcount_predictions_loss: 0.5446 39/3099 [..............................] - ETA: 15:09 - loss: 627.3202 - logits_profile_predictions_loss: 609.4972 - logcount_predictions_loss: 0.5467 40/3099 [..............................] - ETA: 15:08 - loss: 628.1751 - 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[..............................] - ETA: 15:05 - loss: 620.4792 - logits_profile_predictions_loss: 601.9346 - logcount_predictions_loss: 0.5689 48/3099 [..............................] - ETA: 15:05 - loss: 617.4558 - logits_profile_predictions_loss: 598.8108 - logcount_predictions_loss: 0.5719 49/3099 [..............................] - ETA: 15:04 - loss: 616.7294 - logits_profile_predictions_loss: 598.1325 - logcount_predictions_loss: 0.5705 50/3099 [..............................] - ETA: 15:04 - loss: 617.9810 - logits_profile_predictions_loss: 599.3979 - logcount_predictions_loss: 0.5700 51/3099 [..............................] - ETA: 15:04 - loss: 616.0262 - logits_profile_predictions_loss: 597.5774 - logcount_predictions_loss: 0.5659 52/3099 [..............................] - ETA: 15:03 - loss: 614.8120 - logits_profile_predictions_loss: 596.4540 - logcount_predictions_loss: 0.5631 53/3099 [..............................] - ETA: 15:03 - loss: 614.8022 - 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[..............................] - ETA: 15:00 - loss: 614.9484 - logits_profile_predictions_loss: 596.9326 - logcount_predictions_loss: 0.5526 61/3099 [..............................] - ETA: 15:00 - loss: 613.9431 - logits_profile_predictions_loss: 596.0021 - logcount_predictions_loss: 0.5503 62/3099 [..............................] - ETA: 14:59 - loss: 612.7526 - logits_profile_predictions_loss: 594.7133 - logcount_predictions_loss: 0.5534 63/3099 [..............................] - ETA: 14:59 - loss: 611.9907 - logits_profile_predictions_loss: 594.0009 - logcount_predictions_loss: 0.5518 64/3099 [..............................] - ETA: 14:59 - loss: 611.7238 - logits_profile_predictions_loss: 593.7617 - logcount_predictions_loss: 0.5510 65/3099 [..............................] - ETA: 14:59 - loss: 612.4617 - logits_profile_predictions_loss: 594.4859 - logcount_predictions_loss: 0.5514 66/3099 [..............................] - ETA: 14:58 - loss: 610.9755 - 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[..............................] - ETA: 14:56 - loss: 610.0996 - logits_profile_predictions_loss: 592.1620 - logcount_predictions_loss: 0.5502 74/3099 [..............................] - ETA: 14:55 - loss: 611.6695 - logits_profile_predictions_loss: 593.7450 - logcount_predictions_loss: 0.5498 75/3099 [..............................] - ETA: 14:55 - loss: 611.6662 - logits_profile_predictions_loss: 593.7776 - logcount_predictions_loss: 0.5487 76/3099 [..............................] - ETA: 14:55 - loss: 610.5649 - logits_profile_predictions_loss: 592.7935 - logcount_predictions_loss: 0.5451 77/3099 [..............................] - ETA: 14:54 - loss: 611.0043 - logits_profile_predictions_loss: 593.1866 - logcount_predictions_loss: 0.5466 78/3099 [..............................] - ETA: 14:54 - loss: 610.8976 - logits_profile_predictions_loss: 593.1279 - logcount_predictions_loss: 0.5451 79/3099 [..............................] - ETA: 14:54 - loss: 611.1998 - 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[..............................] - ETA: 14:51 - loss: 613.0289 - logits_profile_predictions_loss: 595.2949 - logcount_predictions_loss: 0.5440 87/3099 [..............................] - ETA: 14:51 - loss: 613.8672 - logits_profile_predictions_loss: 596.1727 - logcount_predictions_loss: 0.5428 88/3099 [..............................] - ETA: 14:51 - loss: 614.0837 - logits_profile_predictions_loss: 596.4581 - logcount_predictions_loss: 0.5407 89/3099 [..............................] - ETA: 14:51 - loss: 614.3420 - logits_profile_predictions_loss: 596.7029 - logcount_predictions_loss: 0.5411 90/3099 [..............................] - ETA: 14:50 - loss: 615.2767 - logits_profile_predictions_loss: 597.6509 - logcount_predictions_loss: 0.5407 91/3099 [..............................] - ETA: 14:50 - loss: 617.3141 - logits_profile_predictions_loss: 599.7173 - logcount_predictions_loss: 0.5398 92/3099 [..............................] - ETA: 14:50 - loss: 617.1102 - 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[..............................] - ETA: 14:47 - loss: 619.7132 - logits_profile_predictions_loss: 602.1953 - logcount_predictions_loss: 0.5374 100/3099 [..............................] - ETA: 14:47 - loss: 618.8348 - logits_profile_predictions_loss: 601.2125 - logcount_predictions_loss: 0.5406 101/3099 [..............................] - ETA: 14:47 - loss: 618.7469 - logits_profile_predictions_loss: 601.1273 - logcount_predictions_loss: 0.5405 102/3099 [..............................] - ETA: 14:46 - loss: 618.8452 - logits_profile_predictions_loss: 601.2388 - logcount_predictions_loss: 0.5401 103/3099 [..............................] - ETA: 14:46 - loss: 619.5340 - logits_profile_predictions_loss: 601.8608 - logcount_predictions_loss: 0.5421 104/3099 [>.............................] - ETA: 14:46 - loss: 619.3009 - logits_profile_predictions_loss: 601.6170 - logcount_predictions_loss: 0.5424 105/3099 [>.............................] - ETA: 14:45 - loss: 618.2620 - 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logits_profile_predictions_loss: 603.9683 - logcount_predictions_loss: 0.5459 444/3099 [===>..........................] - ETA: 13:08 - loss: 622.0091 - logits_profile_predictions_loss: 604.2151 - logcount_predictions_loss: 0.5458 445/3099 [===>..........................] - ETA: 13:08 - loss: 622.2661 - logits_profile_predictions_loss: 604.4548 - logcount_predictions_loss: 0.5464 446/3099 [===>..........................] - ETA: 13:08 - loss: 622.2360 - logits_profile_predictions_loss: 604.4197 - logcount_predictions_loss: 0.5465 447/3099 [===>..........................] - ETA: 13:07 - loss: 622.0883 - logits_profile_predictions_loss: 604.2758 - logcount_predictions_loss: 0.5464 448/3099 [===>..........................] - ETA: 13:07 - loss: 621.9571 - logits_profile_predictions_loss: 604.1561 - logcount_predictions_loss: 0.5460 449/3099 [===>..........................] - ETA: 13:07 - loss: 621.8347 - logits_profile_predictions_loss: 604.0396 - logcount_predictions_loss: 0.5459 450/3099 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logits_profile_predictions_loss: 603.9777 - logcount_predictions_loss: 0.5455 457/3099 [===>..........................] - ETA: 13:04 - loss: 621.7589 - logits_profile_predictions_loss: 603.9924 - logcount_predictions_loss: 0.5450 458/3099 [===>..........................] - ETA: 13:04 - loss: 621.7643 - logits_profile_predictions_loss: 603.9949 - logcount_predictions_loss: 0.5451 459/3099 [===>..........................] - ETA: 13:04 - loss: 621.9885 - logits_profile_predictions_loss: 604.2268 - logcount_predictions_loss: 0.5448 460/3099 [===>..........................] - ETA: 13:03 - loss: 621.9672 - logits_profile_predictions_loss: 604.2057 - logcount_predictions_loss: 0.5448 461/3099 [===>..........................] - ETA: 13:03 - loss: 621.9581 - logits_profile_predictions_loss: 604.1796 - logcount_predictions_loss: 0.5453 462/3099 [===>..........................] - ETA: 13:03 - loss: 622.0568 - logits_profile_predictions_loss: 604.2775 - logcount_predictions_loss: 0.5454 463/3099 [===>..........................] - ETA: 13:03 - loss: 622.1263 - logits_profile_predictions_loss: 604.3632 - logcount_predictions_loss: 0.5449 464/3099 [===>..........................] - ETA: 13:02 - loss: 622.2343 - logits_profile_predictions_loss: 604.4709 - logcount_predictions_loss: 0.5449 465/3099 [===>..........................] - ETA: 13:02 - loss: 622.3340 - logits_profile_predictions_loss: 604.5745 - logcount_predictions_loss: 0.5448 466/3099 [===>..........................] - ETA: 13:02 - loss: 622.4050 - logits_profile_predictions_loss: 604.6524 - logcount_predictions_loss: 0.5445 467/3099 [===>..........................] - ETA: 13:01 - loss: 622.4139 - logits_profile_predictions_loss: 604.6641 - logcount_predictions_loss: 0.5445 468/3099 [===>..........................] - ETA: 13:01 - loss: 622.4771 - logits_profile_predictions_loss: 604.7212 - logcount_predictions_loss: 0.5447 469/3099 [===>..........................] - ETA: 13:01 - loss: 622.2012 - logits_profile_predictions_loss: 604.4597 - logcount_predictions_loss: 0.5442 470/3099 [===>..........................] - ETA: 13:00 - loss: 622.2845 - logits_profile_predictions_loss: 604.5491 - logcount_predictions_loss: 0.5440 471/3099 [===>..........................] - ETA: 13:00 - loss: 622.3475 - logits_profile_predictions_loss: 604.6191 - logcount_predictions_loss: 0.5438 472/3099 [===>..........................] - ETA: 13:00 - loss: 622.4345 - logits_profile_predictions_loss: 604.7105 - logcount_predictions_loss: 0.5437 473/3099 [===>..........................] - ETA: 12:59 - loss: 622.3319 - logits_profile_predictions_loss: 604.6013 - logcount_predictions_loss: 0.5439 474/3099 [===>..........................] - ETA: 12:59 - loss: 622.1631 - logits_profile_predictions_loss: 604.4403 - logcount_predictions_loss: 0.5436 475/3099 [===>..........................] - ETA: 12:59 - loss: 622.2532 - logits_profile_predictions_loss: 604.5336 - logcount_predictions_loss: 0.5435 476/3099 [===>..........................] - ETA: 12:59 - loss: 622.1548 - logits_profile_predictions_loss: 604.4384 - logcount_predictions_loss: 0.5434 477/3099 [===>..........................] - ETA: 12:58 - loss: 622.1565 - logits_profile_predictions_loss: 604.4501 - logcount_predictions_loss: 0.5431 478/3099 [===>..........................] - ETA: 12:58 - loss: 622.0497 - logits_profile_predictions_loss: 604.3522 - logcount_predictions_loss: 0.5429 479/3099 [===>..........................] - ETA: 12:58 - loss: 622.0132 - logits_profile_predictions_loss: 604.3060 - logcount_predictions_loss: 0.5432 480/3099 [===>..........................] - ETA: 12:57 - loss: 622.1487 - logits_profile_predictions_loss: 604.4373 - logcount_predictions_loss: 0.5433 481/3099 [===>..........................] - ETA: 12:57 - loss: 621.9546 - logits_profile_predictions_loss: 604.2447 - logcount_predictions_loss: 0.5432 482/3099 [===>..........................] - ETA: 12:57 - loss: 622.0619 - logits_profile_predictions_loss: 604.3485 - logcount_predictions_loss: 0.5433 483/3099 [===>..........................] - ETA: 12:56 - loss: 621.9280 - logits_profile_predictions_loss: 604.2153 - logcount_predictions_loss: 0.5433 484/3099 [===>..........................] - ETA: 12:56 - loss: 621.9136 - logits_profile_predictions_loss: 604.1988 - logcount_predictions_loss: 0.5434 485/3099 [===>..........................] - ETA: 12:56 - loss: 621.8615 - logits_profile_predictions_loss: 604.1501 - logcount_predictions_loss: 0.5433 486/3099 [===>..........................] - ETA: 12:56 - loss: 621.7728 - logits_profile_predictions_loss: 604.0677 - logcount_predictions_loss: 0.5431 487/3099 [===>..........................] - ETA: 12:55 - loss: 621.6424 - logits_profile_predictions_loss: 603.9465 - logcount_predictions_loss: 0.5428 488/3099 [===>..........................] - ETA: 12:55 - loss: 621.6269 - logits_profile_predictions_loss: 603.9124 - logcount_predictions_loss: 0.5434 489/3099 [===>..........................] - ETA: 12:55 - loss: 621.6794 - logits_profile_predictions_loss: 603.9630 - logcount_predictions_loss: 0.5434 490/3099 [===>..........................] - ETA: 12:54 - loss: 621.6099 - logits_profile_predictions_loss: 603.8987 - logcount_predictions_loss: 0.5433 491/3099 [===>..........................] - ETA: 12:54 - loss: 621.6638 - logits_profile_predictions_loss: 603.9451 - logcount_predictions_loss: 0.5435 492/3099 [===>..........................] - ETA: 12:54 - loss: 621.5696 - logits_profile_predictions_loss: 603.8643 - logcount_predictions_loss: 0.5431 493/3099 [===>..........................] - ETA: 12:53 - loss: 621.4886 - logits_profile_predictions_loss: 603.7872 - logcount_predictions_loss: 0.5430 494/3099 [===>..........................] - ETA: 12:53 - loss: 621.6249 - logits_profile_predictions_loss: 603.9155 - logcount_predictions_loss: 0.5432 495/3099 [===>..........................] - ETA: 12:53 - loss: 621.6807 - logits_profile_predictions_loss: 603.9602 - logcount_predictions_loss: 0.5436 496/3099 [===>..........................] - ETA: 12:53 - loss: 621.8292 - logits_profile_predictions_loss: 604.0855 - logcount_predictions_loss: 0.5443 497/3099 [===>..........................] - ETA: 12:52 - loss: 621.8515 - logits_profile_predictions_loss: 604.1120 - logcount_predictions_loss: 0.5442 498/3099 [===>..........................] - ETA: 12:52 - loss: 621.7544 - logits_profile_predictions_loss: 604.0243 - logcount_predictions_loss: 0.5439 499/3099 [===>..........................] - ETA: 12:52 - loss: 621.5801 - logits_profile_predictions_loss: 603.8680 - logcount_predictions_loss: 0.5433 500/3099 [===>..........................] - ETA: 12:51 - loss: 621.6691 - logits_profile_predictions_loss: 603.9586 - logcount_predictions_loss: 0.5433 501/3099 [===>..........................] - ETA: 12:51 - loss: 621.6805 - logits_profile_predictions_loss: 603.9692 - logcount_predictions_loss: 0.5433 502/3099 [===>..........................] - ETA: 12:51 - loss: 621.5925 - logits_profile_predictions_loss: 603.8836 - logcount_predictions_loss: 0.5432 503/3099 [===>..........................] - ETA: 12:50 - loss: 621.5430 - logits_profile_predictions_loss: 603.8436 - logcount_predictions_loss: 0.5429 504/3099 [===>..........................] - ETA: 12:50 - loss: 621.5763 - logits_profile_predictions_loss: 603.8922 - logcount_predictions_loss: 0.5424 505/3099 [===>..........................] - ETA: 12:50 - loss: 621.4470 - logits_profile_predictions_loss: 603.7737 - logcount_predictions_loss: 0.5421 506/3099 [===>..........................] - ETA: 12:50 - loss: 621.5312 - logits_profile_predictions_loss: 603.8696 - logcount_predictions_loss: 0.5418 507/3099 [===>..........................] - ETA: 12:49 - loss: 621.4924 - logits_profile_predictions_loss: 603.8376 - logcount_predictions_loss: 0.5416 508/3099 [===>..........................] - ETA: 12:49 - loss: 621.5134 - logits_profile_predictions_loss: 603.8683 - logcount_predictions_loss: 0.5413 509/3099 [===>..........................] - ETA: 12:49 - loss: 621.5465 - logits_profile_predictions_loss: 603.8893 - logcount_predictions_loss: 0.5416 510/3099 [===>..........................] - ETA: 12:48 - loss: 621.6118 - logits_profile_predictions_loss: 603.9676 - logcount_predictions_loss: 0.5412 511/3099 [===>..........................] - ETA: 12:48 - loss: 621.4993 - logits_profile_predictions_loss: 603.8534 - logcount_predictions_loss: 0.5413 512/3099 [===>..........................] - ETA: 12:48 - loss: 621.3390 - logits_profile_predictions_loss: 603.6949 - logcount_predictions_loss: 0.5412 513/3099 [===>..........................] - ETA: 12:47 - loss: 621.2302 - logits_profile_predictions_loss: 603.5889 - logcount_predictions_loss: 0.5411 514/3099 [===>..........................] - ETA: 12:47 - loss: 621.2598 - logits_profile_predictions_loss: 603.6204 - logcount_predictions_loss: 0.5411 515/3099 [===>..........................] - ETA: 12:47 - loss: 621.3617 - logits_profile_predictions_loss: 603.7236 - logcount_predictions_loss: 0.5410 516/3099 [===>..........................] - ETA: 12:47 - loss: 621.4301 - logits_profile_predictions_loss: 603.7967 - logcount_predictions_loss: 0.5409 517/3099 [====>.........................] - ETA: 12:46 - loss: 621.2150 - logits_profile_predictions_loss: 603.5669 - logcount_predictions_loss: 0.5413 518/3099 [====>.........................] - ETA: 12:46 - loss: 621.1197 - logits_profile_predictions_loss: 603.4736 - logcount_predictions_loss: 0.5413 519/3099 [====>.........................] - ETA: 12:46 - loss: 621.0359 - logits_profile_predictions_loss: 603.3824 - logcount_predictions_loss: 0.5415 520/3099 [====>.........................] - ETA: 12:45 - loss: 620.8594 - logits_profile_predictions_loss: 603.2128 - logcount_predictions_loss: 0.5413 521/3099 [====>.........................] - ETA: 12:45 - loss: 620.7924 - logits_profile_predictions_loss: 603.1523 - logcount_predictions_loss: 0.5411 522/3099 [====>.........................] - ETA: 12:45 - loss: 620.8334 - logits_profile_predictions_loss: 603.1803 - logcount_predictions_loss: 0.5415 523/3099 [====>.........................] - ETA: 12:44 - loss: 620.8912 - logits_profile_predictions_loss: 603.2285 - logcount_predictions_loss: 0.5418 524/3099 [====>.........................] - ETA: 12:44 - loss: 620.8770 - logits_profile_predictions_loss: 603.2117 - logcount_predictions_loss: 0.5419 525/3099 [====>.........................] - ETA: 12:44 - loss: 620.9221 - logits_profile_predictions_loss: 603.2590 - logcount_predictions_loss: 0.5418 526/3099 [====>.........................] - ETA: 12:44 - loss: 621.0981 - logits_profile_predictions_loss: 603.4168 - logcount_predictions_loss: 0.5424 527/3099 [====>.........................] - ETA: 12:43 - loss: 621.2426 - logits_profile_predictions_loss: 603.5685 - logcount_predictions_loss: 0.5421 528/3099 [====>.........................] - ETA: 12:43 - loss: 621.3569 - logits_profile_predictions_loss: 603.6775 - logcount_predictions_loss: 0.5423 529/3099 [====>.........................] - ETA: 12:43 - loss: 621.2065 - logits_profile_predictions_loss: 603.5370 - logcount_predictions_loss: 0.5420 530/3099 [====>.........................] - ETA: 12:42 - loss: 621.8431 - logits_profile_predictions_loss: 604.1817 - logcount_predictions_loss: 0.5418 531/3099 [====>.........................] - ETA: 12:42 - loss: 621.8199 - logits_profile_predictions_loss: 604.1540 - logcount_predictions_loss: 0.5419 532/3099 [====>.........................] - ETA: 12:42 - loss: 621.8045 - logits_profile_predictions_loss: 604.1346 - logcount_predictions_loss: 0.5420 533/3099 [====>.........................] - ETA: 12:41 - loss: 621.7027 - logits_profile_predictions_loss: 604.0336 - logcount_predictions_loss: 0.5420 534/3099 [====>.........................] - ETA: 12:41 - loss: 621.7548 - 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[============================>.] - ETA: 26s - loss: 621.4667 - logits_profile_predictions_loss: 604.2363 - logcount_predictions_loss: 0.5285 3012/3099 [============================>.] - ETA: 25s - loss: 621.4587 - logits_profile_predictions_loss: 604.2290 - logcount_predictions_loss: 0.5285 3013/3099 [============================>.] - ETA: 25s - loss: 621.4621 - logits_profile_predictions_loss: 604.2318 - logcount_predictions_loss: 0.5285 3014/3099 [============================>.] - ETA: 25s - loss: 621.4810 - logits_profile_predictions_loss: 604.2504 - logcount_predictions_loss: 0.5285 3015/3099 [============================>.] - ETA: 24s - loss: 621.4848 - logits_profile_predictions_loss: 604.2546 - logcount_predictions_loss: 0.5285 3016/3099 [============================>.] - ETA: 24s - loss: 621.4872 - logits_profile_predictions_loss: 604.2571 - logcount_predictions_loss: 0.5285 3017/3099 [============================>.] - ETA: 24s - loss: 621.4937 - 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[============================>.] - ETA: 22s - loss: 621.5512 - logits_profile_predictions_loss: 604.3242 - logcount_predictions_loss: 0.5284 3025/3099 [============================>.] - ETA: 21s - loss: 621.5516 - logits_profile_predictions_loss: 604.3246 - logcount_predictions_loss: 0.5284 3026/3099 [============================>.] - ETA: 21s - loss: 621.5818 - logits_profile_predictions_loss: 604.3543 - logcount_predictions_loss: 0.5284 3027/3099 [============================>.] - ETA: 21s - loss: 621.6100 - logits_profile_predictions_loss: 604.3782 - logcount_predictions_loss: 0.5286 3028/3099 [============================>.] - ETA: 21s - loss: 621.6580 - logits_profile_predictions_loss: 604.4250 - logcount_predictions_loss: 0.5286 3029/3099 [============================>.] - ETA: 20s - loss: 621.6349 - logits_profile_predictions_loss: 604.4039 - logcount_predictions_loss: 0.5286 3030/3099 [============================>.] - ETA: 20s - loss: 621.6155 - 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[============================>.] - ETA: 18s - loss: 621.6044 - logits_profile_predictions_loss: 604.3833 - logcount_predictions_loss: 0.5282 3038/3099 [============================>.] - ETA: 18s - loss: 621.6230 - logits_profile_predictions_loss: 604.4022 - logcount_predictions_loss: 0.5282 3039/3099 [============================>.] - ETA: 17s - loss: 621.6116 - logits_profile_predictions_loss: 604.3922 - logcount_predictions_loss: 0.5282 3040/3099 [============================>.] - ETA: 17s - loss: 621.5860 - logits_profile_predictions_loss: 604.3662 - logcount_predictions_loss: 0.5282 3041/3099 [============================>.] - ETA: 17s - loss: 621.5588 - logits_profile_predictions_loss: 604.3397 - logcount_predictions_loss: 0.5282 3042/3099 [============================>.] - ETA: 16s - loss: 621.5450 - logits_profile_predictions_loss: 604.3254 - logcount_predictions_loss: 0.5282 3043/3099 [============================>.] - ETA: 16s - loss: 621.5402 - 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[============================>.] - ETA: 14s - loss: 621.4942 - logits_profile_predictions_loss: 604.2686 - logcount_predictions_loss: 0.5284 3051/3099 [============================>.] - ETA: 14s - loss: 621.4976 - logits_profile_predictions_loss: 604.2700 - logcount_predictions_loss: 0.5284 3052/3099 [============================>.] - ETA: 13s - loss: 621.4782 - logits_profile_predictions_loss: 604.2523 - logcount_predictions_loss: 0.5284 3053/3099 [============================>.] - ETA: 13s - loss: 621.4871 - logits_profile_predictions_loss: 604.2615 - logcount_predictions_loss: 0.5284 3054/3099 [============================>.] - ETA: 13s - loss: 621.5020 - logits_profile_predictions_loss: 604.2744 - logcount_predictions_loss: 0.5284 3055/3099 [============================>.] - ETA: 13s - loss: 621.5249 - logits_profile_predictions_loss: 604.2975 - logcount_predictions_loss: 0.5284 3056/3099 [============================>.] - ETA: 12s - loss: 621.5500 - 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[============================>.] - ETA: 10s - loss: 621.5817 - logits_profile_predictions_loss: 604.3474 - logcount_predictions_loss: 0.5286 3064/3099 [============================>.] - ETA: 10s - loss: 621.5801 - logits_profile_predictions_loss: 604.3449 - logcount_predictions_loss: 0.5287 3065/3099 [============================>.] - ETA: 10s - loss: 621.5771 - logits_profile_predictions_loss: 604.3409 - logcount_predictions_loss: 0.5287 3066/3099 [============================>.] - ETA: 9s - loss: 621.5405 - logits_profile_predictions_loss: 604.3059 - logcount_predictions_loss: 0.5287  3067/3099 [============================>.] - ETA: 9s - loss: 621.5475 - logits_profile_predictions_loss: 604.3141 - logcount_predictions_loss: 0.5286 3068/3099 [============================>.] - ETA: 9s - loss: 621.5760 - logits_profile_predictions_loss: 604.3427 - logcount_predictions_loss: 0.5286 3069/3099 [============================>.] - ETA: 8s - loss: 621.5920 - logits_profile_predictions_loss: 604.3572 - logcount_predictions_loss: 0.5287 3070/3099 [============================>.] - ETA: 8s - loss: 621.5763 - logits_profile_predictions_loss: 604.3409 - logcount_predictions_loss: 0.5287 3071/3099 [============================>.] - ETA: 8s - loss: 621.5715 - logits_profile_predictions_loss: 604.3361 - logcount_predictions_loss: 0.5287 3072/3099 [============================>.] - ETA: 8s - loss: 621.5648 - logits_profile_predictions_loss: 604.3307 - logcount_predictions_loss: 0.5286 3073/3099 [============================>.] - ETA: 7s - loss: 621.5385 - logits_profile_predictions_loss: 604.3063 - logcount_predictions_loss: 0.5286 3074/3099 [============================>.] - ETA: 7s - loss: 621.5596 - logits_profile_predictions_loss: 604.3273 - logcount_predictions_loss: 0.5286 3075/3099 [============================>.] - ETA: 7s - loss: 621.5758 - logits_profile_predictions_loss: 604.3419 - logcount_predictions_loss: 0.5286 3076/3099 [============================>.] - ETA: 6s - 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3083/3099 [============================>.] - ETA: 4s - loss: 621.5521 - logits_profile_predictions_loss: 604.3245 - logcount_predictions_loss: 0.5284 3084/3099 [============================>.] - ETA: 4s - loss: 621.5307 - logits_profile_predictions_loss: 604.3024 - logcount_predictions_loss: 0.5285 3085/3099 [============================>.] - ETA: 4s - loss: 621.5345 - logits_profile_predictions_loss: 604.3057 - logcount_predictions_loss: 0.5285 3086/3099 [============================>.] - ETA: 3s - loss: 621.5823 - logits_profile_predictions_loss: 604.3521 - logcount_predictions_loss: 0.5285 3087/3099 [============================>.] - ETA: 3s - loss: 621.5986 - logits_profile_predictions_loss: 604.3688 - logcount_predictions_loss: 0.5285 3088/3099 [============================>.] - ETA: 3s - loss: 621.6447 - logits_profile_predictions_loss: 604.4144 - logcount_predictions_loss: 0.5285 3089/3099 [============================>.] - ETA: 2s - loss: 621.6671 - logits_profile_predictions_loss: 604.4374 - logcount_predictions_loss: 0.5285 3090/3099 [============================>.] - ETA: 2s - loss: 621.6913 - logits_profile_predictions_loss: 604.4621 - logcount_predictions_loss: 0.5285 3091/3099 [============================>.] - ETA: 2s - loss: 621.7086 - logits_profile_predictions_loss: 604.4791 - logcount_predictions_loss: 0.5285 3092/3099 [============================>.] - ETA: 2s - loss: 621.7055 - logits_profile_predictions_loss: 604.4769 - logcount_predictions_loss: 0.5285 3093/3099 [============================>.] - ETA: 1s - loss: 621.7173 - logits_profile_predictions_loss: 604.4886 - logcount_predictions_loss: 0.5285 3094/3099 [============================>.] - ETA: 1s - loss: 621.7072 - logits_profile_predictions_loss: 604.4792 - logcount_predictions_loss: 0.5285 3095/3099 [============================>.] - ETA: 1s - loss: 621.7172 - logits_profile_predictions_loss: 604.4902 - logcount_predictions_loss: 0.5284 3096/3099 [============================>.] - ETA: 0s - loss: 621.7053 - logits_profile_predictions_loss: 604.4800 - logcount_predictions_loss: 0.5284 3097/3099 [============================>.] - ETA: 0s - loss: 621.7532 - logits_profile_predictions_loss: 604.5278 - logcount_predictions_loss: 0.5284 3098/3099 [============================>.] - ETA: 0s - loss: 621.7599 - logits_profile_predictions_loss: 604.5355 - logcount_predictions_loss: 0.5283 3099/3099 [==============================] - ETA: 0s - loss: 621.7498 - logits_profile_predictions_loss: 604.5263 - logcount_predictions_loss: 0.5283 Epoch 3: val_loss improved from 632.15186 to 625.01239, saving model to /oak/stanford/groups/akundaje/projects/neuro-variants/chrombpnet_models/roussos_2024/K562_bias/roussos_2024.PBS/fold_4/models/chrombpnet.h5  3099/3099 [==============================] - 959s 309ms/step - loss: 621.7498 - logits_profile_predictions_loss: 604.5263 - logcount_predictions_loss: 0.5283 - val_loss: 625.0124 - val_logits_profile_predictions_loss: 606.3935 - val_logcount_predictions_loss: 0.5711 Epoch 4/50 1/3099 [..............................] - ETA: 16:24 - loss: 596.1396 - logits_profile_predictions_loss: 576.2776 - logcount_predictions_loss: 0.6093 2/3099 [..............................] - ETA: 15:16 - loss: 610.9135 - logits_profile_predictions_loss: 595.2250 - logcount_predictions_loss: 0.4812 3/3099 [..............................] - ETA: 15:13 - loss: 625.3528 - logits_profile_predictions_loss: 609.4699 - logcount_predictions_loss: 0.4872 4/3099 [..............................] - ETA: 15:13 - loss: 601.5293 - logits_profile_predictions_loss: 586.5203 - logcount_predictions_loss: 0.4604 5/3099 [..............................] - ETA: 15:14 - loss: 597.0811 - logits_profile_predictions_loss: 582.4136 - logcount_predictions_loss: 0.4499 6/3099 [..............................] - ETA: 15:15 - loss: 594.7240 - logits_profile_predictions_loss: 580.1232 - logcount_predictions_loss: 0.4479 7/3099 [..............................] - ETA: 15:15 - loss: 609.0413 - logits_profile_predictions_loss: 593.4686 - logcount_predictions_loss: 0.4777 8/3099 [..............................] - ETA: 15:15 - loss: 602.7861 - logits_profile_predictions_loss: 587.7303 - logcount_predictions_loss: 0.4618 9/3099 [..............................] - ETA: 15:15 - loss: 607.2083 - logits_profile_predictions_loss: 591.6456 - logcount_predictions_loss: 0.4774 10/3099 [..............................] - ETA: 15:14 - loss: 622.4075 - logits_profile_predictions_loss: 605.1748 - logcount_predictions_loss: 0.5286 11/3099 [..............................] - ETA: 15:14 - loss: 624.1129 - logits_profile_predictions_loss: 606.6196 - logcount_predictions_loss: 0.5366 12/3099 [..............................] - ETA: 15:13 - loss: 630.4693 - logits_profile_predictions_loss: 612.7747 - logcount_predictions_loss: 0.5428 13/3099 [..............................] - ETA: 15:13 - loss: 626.5758 - logits_profile_predictions_loss: 609.1827 - logcount_predictions_loss: 0.5335 14/3099 [..............................] - ETA: 15:13 - loss: 626.5717 - logits_profile_predictions_loss: 609.5990 - logcount_predictions_loss: 0.5206 15/3099 [..............................] - ETA: 15:12 - loss: 630.2297 - logits_profile_predictions_loss: 613.2523 - logcount_predictions_loss: 0.5208 16/3099 [..............................] - ETA: 15:12 - loss: 629.3442 - logits_profile_predictions_loss: 612.3641 - logcount_predictions_loss: 0.5209 17/3099 [..............................] - ETA: 15:12 - loss: 636.2685 - logits_profile_predictions_loss: 619.2350 - logcount_predictions_loss: 0.5225 18/3099 [..............................] - ETA: 15:11 - loss: 637.0623 - logits_profile_predictions_loss: 620.1571 - logcount_predictions_loss: 0.5186 19/3099 [..............................] - ETA: 15:11 - loss: 641.6221 - logits_profile_predictions_loss: 624.7370 - logcount_predictions_loss: 0.5179 20/3099 [..............................] - ETA: 15:11 - loss: 640.6553 - logits_profile_predictions_loss: 623.5834 - logcount_predictions_loss: 0.5237 21/3099 [..............................] - ETA: 15:10 - loss: 641.2986 - logits_profile_predictions_loss: 624.0397 - logcount_predictions_loss: 0.5294 22/3099 [..............................] - ETA: 15:10 - loss: 636.6330 - logits_profile_predictions_loss: 619.3306 - logcount_predictions_loss: 0.5307 23/3099 [..............................] - ETA: 15:10 - loss: 638.8835 - logits_profile_predictions_loss: 621.5742 - logcount_predictions_loss: 0.5310 24/3099 [..............................] - ETA: 15:09 - loss: 636.3760 - logits_profile_predictions_loss: 618.9509 - logcount_predictions_loss: 0.5345 25/3099 [..............................] - ETA: 15:09 - loss: 634.6548 - logits_profile_predictions_loss: 616.8181 - logcount_predictions_loss: 0.5471 26/3099 [..............................] - ETA: 15:09 - loss: 629.7736 - logits_profile_predictions_loss: 611.8473 - logcount_predictions_loss: 0.5499 27/3099 [..............................] - ETA: 15:08 - loss: 629.7154 - logits_profile_predictions_loss: 611.8706 - logcount_predictions_loss: 0.5474 28/3099 [..............................] - ETA: 15:08 - loss: 625.5552 - logits_profile_predictions_loss: 607.5078 - logcount_predictions_loss: 0.5536 29/3099 [..............................] - ETA: 15:08 - loss: 625.0770 - logits_profile_predictions_loss: 607.0756 - logcount_predictions_loss: 0.5522 30/3099 [..............................] - ETA: 15:07 - loss: 622.2973 - logits_profile_predictions_loss: 604.5772 - logcount_predictions_loss: 0.5436 31/3099 [..............................] - ETA: 15:07 - loss: 624.8429 - logits_profile_predictions_loss: 607.0948 - logcount_predictions_loss: 0.5444 32/3099 [..............................] - ETA: 15:07 - loss: 623.0528 - logits_profile_predictions_loss: 605.3011 - logcount_predictions_loss: 0.5445 33/3099 [..............................] - ETA: 15:07 - loss: 620.6273 - logits_profile_predictions_loss: 602.7531 - logcount_predictions_loss: 0.5483 34/3099 [..............................] - ETA: 15:06 - loss: 619.3324 - logits_profile_predictions_loss: 601.5586 - logcount_predictions_loss: 0.5452 35/3099 [..............................] - ETA: 15:06 - loss: 621.9984 - logits_profile_predictions_loss: 604.0184 - logcount_predictions_loss: 0.5515 36/3099 [..............................] - ETA: 15:05 - loss: 622.3026 - logits_profile_predictions_loss: 604.4680 - logcount_predictions_loss: 0.5471 37/3099 [..............................] - ETA: 15:05 - loss: 622.8525 - logits_profile_predictions_loss: 605.1222 - logcount_predictions_loss: 0.5439 38/3099 [..............................] - ETA: 15:04 - loss: 621.0875 - logits_profile_predictions_loss: 603.4283 - logcount_predictions_loss: 0.5417 39/3099 [..............................] - ETA: 15:04 - loss: 620.5098 - 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[====>.........................] - ETA: 12:31 - loss: 610.1340 - logits_profile_predictions_loss: 593.3724 - logcount_predictions_loss: 0.5142 567/3099 [====>.........................] - ETA: 12:31 - loss: 610.1384 - logits_profile_predictions_loss: 593.3854 - logcount_predictions_loss: 0.5139 568/3099 [====>.........................] - ETA: 12:31 - loss: 610.0306 - logits_profile_predictions_loss: 593.2767 - logcount_predictions_loss: 0.5139 569/3099 [====>.........................] - ETA: 12:30 - loss: 610.1483 - logits_profile_predictions_loss: 593.3934 - logcount_predictions_loss: 0.5139 570/3099 [====>.........................] - ETA: 12:30 - loss: 610.1809 - logits_profile_predictions_loss: 593.4348 - logcount_predictions_loss: 0.5137 571/3099 [====>.........................] - ETA: 12:30 - loss: 610.4239 - logits_profile_predictions_loss: 593.6779 - logcount_predictions_loss: 0.5137 572/3099 [====>.........................] - ETA: 12:29 - loss: 610.6655 - 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[=====>........................] - ETA: 12:08 - loss: 609.5986 - logits_profile_predictions_loss: 592.8653 - logcount_predictions_loss: 0.5133 645/3099 [=====>........................] - ETA: 12:08 - loss: 609.5289 - logits_profile_predictions_loss: 592.7982 - logcount_predictions_loss: 0.5132 646/3099 [=====>........................] - ETA: 12:07 - loss: 609.4603 - logits_profile_predictions_loss: 592.7319 - logcount_predictions_loss: 0.5131 647/3099 [=====>........................] - ETA: 12:10 - loss: 609.4811 - logits_profile_predictions_loss: 592.7573 - logcount_predictions_loss: 0.5130 648/3099 [=====>........................] - ETA: 12:10 - loss: 609.4050 - logits_profile_predictions_loss: 592.6825 - logcount_predictions_loss: 0.5130 649/3099 [=====>........................] - ETA: 12:10 - loss: 609.4135 - logits_profile_predictions_loss: 592.6951 - logcount_predictions_loss: 0.5128 650/3099 [=====>........................] - ETA: 12:09 - loss: 609.4286 - 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[=====>........................] - ETA: 12:03 - loss: 609.0427 - logits_profile_predictions_loss: 592.3691 - logcount_predictions_loss: 0.5115 671/3099 [=====>........................] - ETA: 12:03 - loss: 609.0866 - logits_profile_predictions_loss: 592.4147 - logcount_predictions_loss: 0.5114 672/3099 [=====>........................] - ETA: 12:03 - loss: 609.0410 - logits_profile_predictions_loss: 592.3740 - logcount_predictions_loss: 0.5113 673/3099 [=====>........................] - ETA: 12:02 - loss: 608.9128 - logits_profile_predictions_loss: 592.2556 - logcount_predictions_loss: 0.5110 674/3099 [=====>........................] - ETA: 12:02 - loss: 608.9018 - logits_profile_predictions_loss: 592.2510 - logcount_predictions_loss: 0.5108 675/3099 [=====>........................] - ETA: 12:02 - loss: 608.8166 - logits_profile_predictions_loss: 592.1702 - logcount_predictions_loss: 0.5106 676/3099 [=====>........................] - ETA: 12:02 - loss: 608.7137 - 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[============================>.] - ETA: 1s - loss: 611.4811 - logits_profile_predictions_loss: 595.3204 - logcount_predictions_loss: 0.4957 3096/3099 [============================>.] - ETA: 0s - loss: 611.5755 - logits_profile_predictions_loss: 595.4128 - logcount_predictions_loss: 0.4958 3097/3099 [============================>.] - ETA: 0s - loss: 611.5553 - logits_profile_predictions_loss: 595.3920 - logcount_predictions_loss: 0.4958 3098/3099 [============================>.] - ETA: 0s - loss: 611.5298 - logits_profile_predictions_loss: 595.3675 - logcount_predictions_loss: 0.4958 3099/3099 [==============================] - ETA: 0s - loss: 611.5402 - logits_profile_predictions_loss: 595.3744 - logcount_predictions_loss: 0.4959 Epoch 4: val_loss improved from 625.01239 to 620.99780, saving model to /oak/stanford/groups/akundaje/projects/neuro-variants/chrombpnet_models/roussos_2024/K562_bias/roussos_2024.PBS/fold_4/models/chrombpnet.h5  3099/3099 [==============================] - 958s 309ms/step - loss: 611.5402 - logits_profile_predictions_loss: 595.3744 - logcount_predictions_loss: 0.4959 - val_loss: 620.9978 - val_logits_profile_predictions_loss: 605.8952 - val_logcount_predictions_loss: 0.4633 Epoch 5/50 1/3099 [..............................] - ETA: 15:57 - loss: 721.0391 - logits_profile_predictions_loss: 704.8430 - logcount_predictions_loss: 0.4968 2/3099 [..............................] - ETA: 15:14 - loss: 626.4984 - logits_profile_predictions_loss: 607.7223 - logcount_predictions_loss: 0.5760 3/3099 [..............................] - ETA: 15:15 - loss: 607.3184 - logits_profile_predictions_loss: 590.4911 - logcount_predictions_loss: 0.5162 4/3099 [..............................] - ETA: 15:14 - loss: 605.4066 - logits_profile_predictions_loss: 588.6372 - logcount_predictions_loss: 0.5144 5/3099 [..............................] - ETA: 15:13 - loss: 605.0071 - logits_profile_predictions_loss: 587.7714 - logcount_predictions_loss: 0.5287 6/3099 [..............................] - ETA: 15:12 - loss: 604.0604 - logits_profile_predictions_loss: 586.9470 - logcount_predictions_loss: 0.5250 7/3099 [..............................] - ETA: 15:12 - loss: 597.1416 - logits_profile_predictions_loss: 580.1780 - logcount_predictions_loss: 0.5204 8/3099 [..............................] - ETA: 15:12 - loss: 593.2412 - logits_profile_predictions_loss: 576.5114 - logcount_predictions_loss: 0.5132 9/3099 [..............................] - ETA: 15:11 - loss: 589.2888 - logits_profile_predictions_loss: 573.2592 - logcount_predictions_loss: 0.4917 10/3099 [..............................] - ETA: 15:11 - loss: 591.9714 - logits_profile_predictions_loss: 575.5983 - logcount_predictions_loss: 0.5022 11/3099 [..............................] - ETA: 15:11 - loss: 596.3777 - logits_profile_predictions_loss: 579.7481 - logcount_predictions_loss: 0.5101 12/3099 [..............................] - ETA: 15:11 - loss: 610.6239 - logits_profile_predictions_loss: 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logcount_predictions_loss: 0.4963 26/3099 [..............................] - ETA: 15:07 - loss: 611.1329 - logits_profile_predictions_loss: 595.0887 - logcount_predictions_loss: 0.4922 27/3099 [..............................] - ETA: 15:07 - loss: 612.0229 - logits_profile_predictions_loss: 595.8985 - logcount_predictions_loss: 0.4946 28/3099 [..............................] - ETA: 15:07 - loss: 614.1517 - logits_profile_predictions_loss: 598.2857 - logcount_predictions_loss: 0.4867 29/3099 [..............................] - ETA: 15:06 - loss: 615.5930 - logits_profile_predictions_loss: 599.8318 - logcount_predictions_loss: 0.4835 30/3099 [..............................] - ETA: 15:06 - loss: 614.3085 - logits_profile_predictions_loss: 598.5188 - logcount_predictions_loss: 0.4843 31/3099 [..............................] - ETA: 15:06 - loss: 610.5501 - logits_profile_predictions_loss: 594.8903 - logcount_predictions_loss: 0.4804 32/3099 [..............................] - ETA: 15:06 - loss: 609.5433 - logits_profile_predictions_loss: 594.0082 - logcount_predictions_loss: 0.4765 33/3099 [..............................] - ETA: 15:05 - loss: 607.0524 - logits_profile_predictions_loss: 591.6036 - logcount_predictions_loss: 0.4739 34/3099 [..............................] - ETA: 15:05 - loss: 607.4235 - logits_profile_predictions_loss: 592.1004 - logcount_predictions_loss: 0.4700 35/3099 [..............................] - ETA: 15:06 - loss: 607.8407 - logits_profile_predictions_loss: 592.4509 - logcount_predictions_loss: 0.4721 36/3099 [..............................] - ETA: 15:05 - loss: 607.9798 - logits_profile_predictions_loss: 592.4660 - logcount_predictions_loss: 0.4759 37/3099 [..............................] - ETA: 15:05 - loss: 607.7502 - logits_profile_predictions_loss: 592.2957 - logcount_predictions_loss: 0.4741 38/3099 [..............................] - ETA: 15:05 - loss: 607.2019 - logits_profile_predictions_loss: 591.7833 - logcount_predictions_loss: 0.4730 39/3099 [..............................] - ETA: 15:04 - loss: 608.2799 - logits_profile_predictions_loss: 592.9062 - logcount_predictions_loss: 0.4716 40/3099 [..............................] - ETA: 15:04 - loss: 607.7454 - logits_profile_predictions_loss: 592.0988 - logcount_predictions_loss: 0.4800 41/3099 [..............................] - ETA: 15:04 - loss: 607.4319 - logits_profile_predictions_loss: 591.7920 - logcount_predictions_loss: 0.4797 42/3099 [..............................] - ETA: 15:03 - loss: 607.2706 - logits_profile_predictions_loss: 591.6373 - logcount_predictions_loss: 0.4795 43/3099 [..............................] - ETA: 15:03 - loss: 605.3829 - logits_profile_predictions_loss: 589.8549 - logcount_predictions_loss: 0.4763 44/3099 [..............................] - ETA: 15:03 - loss: 603.7790 - logits_profile_predictions_loss: 588.3300 - logcount_predictions_loss: 0.4739 45/3099 [..............................] - ETA: 15:02 - loss: 603.3008 - 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[..............................] - ETA: 15:00 - loss: 600.3362 - logits_profile_predictions_loss: 585.1387 - logcount_predictions_loss: 0.4662 53/3099 [..............................] - ETA: 15:00 - loss: 598.7305 - logits_profile_predictions_loss: 583.5443 - logcount_predictions_loss: 0.4658 54/3099 [..............................] - ETA: 14:59 - loss: 599.2183 - logits_profile_predictions_loss: 584.0848 - logcount_predictions_loss: 0.4642 55/3099 [..............................] - ETA: 14:59 - loss: 597.0220 - logits_profile_predictions_loss: 582.0040 - logcount_predictions_loss: 0.4607 56/3099 [..............................] - ETA: 14:59 - loss: 597.7065 - logits_profile_predictions_loss: 582.6912 - logcount_predictions_loss: 0.4606 57/3099 [..............................] - ETA: 14:58 - loss: 597.1559 - logits_profile_predictions_loss: 582.0434 - logcount_predictions_loss: 0.4636 58/3099 [..............................] - ETA: 14:58 - loss: 597.0386 - 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[..............................] - ETA: 14:52 - loss: 597.4349 - logits_profile_predictions_loss: 582.0536 - logcount_predictions_loss: 0.4718 79/3099 [..............................] - ETA: 14:51 - loss: 597.1588 - logits_profile_predictions_loss: 581.8279 - logcount_predictions_loss: 0.4703 80/3099 [..............................] - ETA: 14:51 - loss: 597.1880 - logits_profile_predictions_loss: 581.8755 - logcount_predictions_loss: 0.4697 81/3099 [..............................] - ETA: 14:51 - loss: 597.9465 - logits_profile_predictions_loss: 582.6056 - logcount_predictions_loss: 0.4706 82/3099 [..............................] - ETA: 14:51 - loss: 598.7988 - logits_profile_predictions_loss: 583.4841 - logcount_predictions_loss: 0.4698 83/3099 [..............................] - ETA: 14:50 - loss: 598.0349 - logits_profile_predictions_loss: 582.8098 - logcount_predictions_loss: 0.4670 84/3099 [..............................] - ETA: 14:50 - loss: 597.9962 - 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[..............................] - ETA: 14:48 - loss: 599.2438 - logits_profile_predictions_loss: 583.9264 - logcount_predictions_loss: 0.4699 92/3099 [..............................] - ETA: 14:48 - loss: 597.8289 - logits_profile_predictions_loss: 582.4946 - logcount_predictions_loss: 0.4704 93/3099 [..............................] - ETA: 14:47 - loss: 598.7631 - logits_profile_predictions_loss: 583.4399 - logcount_predictions_loss: 0.4700 94/3099 [..............................] - ETA: 14:47 - loss: 598.5589 - logits_profile_predictions_loss: 583.2341 - logcount_predictions_loss: 0.4701 95/3099 [..............................] - ETA: 14:47 - loss: 599.5903 - logits_profile_predictions_loss: 584.1950 - logcount_predictions_loss: 0.4723 96/3099 [..............................] - ETA: 14:46 - loss: 599.3134 - logits_profile_predictions_loss: 583.9263 - logcount_predictions_loss: 0.4720 97/3099 [..............................] - ETA: 14:46 - loss: 601.0307 - 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[>.............................] - ETA: 14:44 - loss: 600.4291 - logits_profile_predictions_loss: 584.4673 - logcount_predictions_loss: 0.4896 105/3099 [>.............................] - ETA: 14:44 - loss: 601.0080 - logits_profile_predictions_loss: 584.9779 - logcount_predictions_loss: 0.4917 106/3099 [>.............................] - ETA: 14:43 - loss: 601.2143 - logits_profile_predictions_loss: 585.1789 - logcount_predictions_loss: 0.4919 107/3099 [>.............................] - ETA: 14:43 - loss: 601.1172 - logits_profile_predictions_loss: 585.1017 - logcount_predictions_loss: 0.4913 108/3099 [>.............................] - ETA: 14:43 - loss: 601.3126 - logits_profile_predictions_loss: 585.2159 - logcount_predictions_loss: 0.4938 109/3099 [>.............................] - ETA: 14:42 - loss: 601.9394 - logits_profile_predictions_loss: 585.8753 - logcount_predictions_loss: 0.4928 110/3099 [>.............................] - ETA: 14:42 - loss: 602.0986 - 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logits_profile_predictions_loss: 589.5079 - logcount_predictions_loss: 0.4711 3095/3099 [============================>.] - ETA: 1s - loss: 604.8528 - logits_profile_predictions_loss: 589.4959 - logcount_predictions_loss: 0.4710 3096/3099 [============================>.] - ETA: 0s - loss: 604.8698 - logits_profile_predictions_loss: 589.5142 - logcount_predictions_loss: 0.4710 3097/3099 [============================>.] - ETA: 0s - loss: 604.8640 - logits_profile_predictions_loss: 589.5083 - logcount_predictions_loss: 0.4710 3098/3099 [============================>.] - ETA: 0s - loss: 604.8611 - logits_profile_predictions_loss: 589.5063 - logcount_predictions_loss: 0.4710 3099/3099 [==============================] - ETA: 0s - loss: 604.8680 - logits_profile_predictions_loss: 589.5139 - logcount_predictions_loss: 0.4710 Epoch 5: val_loss improved from 620.99780 to 614.27344, saving model to /oak/stanford/groups/akundaje/projects/neuro-variants/chrombpnet_models/roussos_2024/K562_bias/roussos_2024.PBS/fold_4/models/chrombpnet.h5  3099/3099 [==============================] - 960s 310ms/step - loss: 604.8680 - logits_profile_predictions_loss: 589.5139 - logcount_predictions_loss: 0.4710 - val_loss: 614.2734 - val_logits_profile_predictions_loss: 600.0416 - val_logcount_predictions_loss: 0.4366 Epoch 6/50 1/3099 [..............................] - ETA: 15:55 - loss: 548.3777 - logits_profile_predictions_loss: 534.2541 - logcount_predictions_loss: 0.4332 2/3099 [..............................] - ETA: 15:12 - loss: 562.0429 - logits_profile_predictions_loss: 546.6119 - logcount_predictions_loss: 0.4733 3/3099 [..............................] - ETA: 15:12 - loss: 596.2751 - logits_profile_predictions_loss: 580.9645 - logcount_predictions_loss: 0.4696 4/3099 [..............................] - ETA: 15:12 - loss: 593.8372 - logits_profile_predictions_loss: 579.2300 - 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18/3099 [..............................] - ETA: 15:09 - loss: 599.4719 - logits_profile_predictions_loss: 585.1453 - logcount_predictions_loss: 0.4395 19/3099 [..............................] - ETA: 15:08 - loss: 595.0566 - logits_profile_predictions_loss: 580.8207 - logcount_predictions_loss: 0.4367 20/3099 [..............................] - ETA: 15:08 - loss: 593.9599 - logits_profile_predictions_loss: 579.6442 - logcount_predictions_loss: 0.4391 21/3099 [..............................] - ETA: 15:08 - loss: 591.3900 - logits_profile_predictions_loss: 577.1499 - logcount_predictions_loss: 0.4368 22/3099 [..............................] - ETA: 15:08 - loss: 590.4443 - logits_profile_predictions_loss: 575.9562 - logcount_predictions_loss: 0.4444 23/3099 [..............................] - ETA: 15:08 - loss: 586.5649 - logits_profile_predictions_loss: 572.2579 - logcount_predictions_loss: 0.4389 24/3099 [..............................] - ETA: 15:08 - loss: 583.7595 - 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[============================>.] - ETA: 15s - loss: 599.0421 - logits_profile_predictions_loss: 584.5118 - logcount_predictions_loss: 0.4457 3048/3099 [============================>.] - ETA: 15s - loss: 599.0408 - logits_profile_predictions_loss: 584.5092 - logcount_predictions_loss: 0.4458 3049/3099 [============================>.] - ETA: 14s - loss: 599.0729 - logits_profile_predictions_loss: 584.5405 - logcount_predictions_loss: 0.4458 3050/3099 [============================>.] - ETA: 14s - loss: 599.0975 - logits_profile_predictions_loss: 584.5660 - logcount_predictions_loss: 0.4458 3051/3099 [============================>.] - ETA: 14s - loss: 599.1096 - logits_profile_predictions_loss: 584.5774 - logcount_predictions_loss: 0.4458 3052/3099 [============================>.] - ETA: 13s - loss: 599.0943 - logits_profile_predictions_loss: 584.5622 - logcount_predictions_loss: 0.4458 3053/3099 [============================>.] - ETA: 13s - loss: 599.1255 - 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[============================>.] - ETA: 11s - loss: 599.0779 - logits_profile_predictions_loss: 584.5432 - logcount_predictions_loss: 0.4459 3061/3099 [============================>.] - ETA: 11s - loss: 599.0881 - logits_profile_predictions_loss: 584.5524 - logcount_predictions_loss: 0.4459 3062/3099 [============================>.] - ETA: 10s - loss: 599.0977 - logits_profile_predictions_loss: 584.5631 - logcount_predictions_loss: 0.4459 3063/3099 [============================>.] - ETA: 10s - loss: 599.0980 - logits_profile_predictions_loss: 584.5646 - logcount_predictions_loss: 0.4458 3064/3099 [============================>.] - ETA: 10s - loss: 599.0894 - logits_profile_predictions_loss: 584.5573 - logcount_predictions_loss: 0.4458 3065/3099 [============================>.] - ETA: 10s - loss: 599.0774 - logits_profile_predictions_loss: 584.5440 - logcount_predictions_loss: 0.4458 3066/3099 [============================>.] - ETA: 9s - loss: 599.0883 - logits_profile_predictions_loss: 584.5535 - logcount_predictions_loss: 0.4459  3067/3099 [============================>.] - ETA: 9s - loss: 599.0516 - logits_profile_predictions_loss: 584.5187 - logcount_predictions_loss: 0.4458 3068/3099 [============================>.] - ETA: 9s - loss: 599.0617 - logits_profile_predictions_loss: 584.5305 - logcount_predictions_loss: 0.4458 3069/3099 [============================>.] - ETA: 8s - loss: 599.0714 - logits_profile_predictions_loss: 584.5397 - logcount_predictions_loss: 0.4458 3070/3099 [============================>.] - ETA: 8s - loss: 599.0679 - logits_profile_predictions_loss: 584.5367 - logcount_predictions_loss: 0.4458 3071/3099 [============================>.] - ETA: 8s - loss: 599.0912 - logits_profile_predictions_loss: 584.5610 - logcount_predictions_loss: 0.4457 3072/3099 [============================>.] - ETA: 7s - loss: 599.0729 - logits_profile_predictions_loss: 584.5429 - logcount_predictions_loss: 0.4457 3073/3099 [============================>.] - ETA: 7s - 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[============================>.] - ETA: 1s - loss: 598.9809 - logits_profile_predictions_loss: 584.4497 - logcount_predictions_loss: 0.4458 3094/3099 [============================>.] - ETA: 1s - loss: 598.9528 - logits_profile_predictions_loss: 584.4227 - logcount_predictions_loss: 0.4457 3095/3099 [============================>.] - ETA: 1s - loss: 598.9335 - logits_profile_predictions_loss: 584.4042 - logcount_predictions_loss: 0.4457 3096/3099 [============================>.] - ETA: 0s - loss: 598.9329 - logits_profile_predictions_loss: 584.4047 - logcount_predictions_loss: 0.4457 3097/3099 [============================>.] - ETA: 0s - loss: 598.9295 - logits_profile_predictions_loss: 584.4020 - logcount_predictions_loss: 0.4456 3098/3099 [============================>.] - ETA: 0s - loss: 598.9432 - logits_profile_predictions_loss: 584.4158 - logcount_predictions_loss: 0.4456 3099/3099 [==============================] - ETA: 0s - loss: 598.9502 - logits_profile_predictions_loss: 584.4232 - logcount_predictions_loss: 0.4456 Epoch 6: val_loss improved from 614.27344 to 614.02808, saving model to /oak/stanford/groups/akundaje/projects/neuro-variants/chrombpnet_models/roussos_2024/K562_bias/roussos_2024.PBS/fold_4/models/chrombpnet.h5  3099/3099 [==============================] - 958s 309ms/step - loss: 598.9502 - logits_profile_predictions_loss: 584.4232 - logcount_predictions_loss: 0.4456 - val_loss: 614.0281 - val_logits_profile_predictions_loss: 599.8813 - val_logcount_predictions_loss: 0.4340 Epoch 7/50 1/3099 [..............................] - ETA: 16:01 - loss: 530.4926 - logits_profile_predictions_loss: 512.5464 - logcount_predictions_loss: 0.5505 2/3099 [..............................] - ETA: 15:13 - loss: 564.7668 - logits_profile_predictions_loss: 548.9106 - logcount_predictions_loss: 0.4864 3/3099 [..............................] - ETA: 15:11 - loss: 580.4626 - logits_profile_predictions_loss: 566.0491 - logcount_predictions_loss: 0.4421 4/3099 [..............................] - ETA: 15:11 - loss: 574.9713 - logits_profile_predictions_loss: 559.4057 - logcount_predictions_loss: 0.4775 5/3099 [..............................] - ETA: 15:11 - loss: 592.3590 - logits_profile_predictions_loss: 576.5665 - logcount_predictions_loss: 0.4844 6/3099 [..............................] - ETA: 15:12 - loss: 581.5007 - logits_profile_predictions_loss: 566.4076 - logcount_predictions_loss: 0.4630 7/3099 [..............................] - ETA: 15:12 - loss: 592.0190 - logits_profile_predictions_loss: 577.2780 - logcount_predictions_loss: 0.4522 8/3099 [..............................] - ETA: 15:11 - loss: 579.3171 - logits_profile_predictions_loss: 564.6379 - logcount_predictions_loss: 0.4503 9/3099 [..............................] - ETA: 15:11 - loss: 583.5651 - logits_profile_predictions_loss: 568.4062 - logcount_predictions_loss: 0.4650 10/3099 [..............................] - ETA: 15:11 - loss: 579.6065 - logits_profile_predictions_loss: 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[====>.........................] - ETA: 12:47 - loss: 593.7507 - logits_profile_predictions_loss: 579.7451 - logcount_predictions_loss: 0.4296 519/3099 [====>.........................] - ETA: 12:46 - loss: 593.7506 - logits_profile_predictions_loss: 579.7521 - logcount_predictions_loss: 0.4294 520/3099 [====>.........................] - ETA: 12:46 - loss: 593.9060 - logits_profile_predictions_loss: 579.9094 - logcount_predictions_loss: 0.4293 521/3099 [====>.........................] - ETA: 12:46 - loss: 593.9642 - logits_profile_predictions_loss: 579.9717 - logcount_predictions_loss: 0.4292 522/3099 [====>.........................] - ETA: 12:45 - loss: 593.9789 - logits_profile_predictions_loss: 579.9801 - logcount_predictions_loss: 0.4294 523/3099 [====>.........................] - ETA: 12:45 - loss: 594.0702 - logits_profile_predictions_loss: 580.0809 - logcount_predictions_loss: 0.4291 524/3099 [====>.........................] - ETA: 12:45 - loss: 594.1034 - 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logits_profile_predictions_loss: 580.0808 - logcount_predictions_loss: 0.4286 538/3099 [====>.........................] - ETA: 12:41 - loss: 594.0743 - logits_profile_predictions_loss: 580.1143 - logcount_predictions_loss: 0.4282 539/3099 [====>.........................] - ETA: 12:40 - loss: 594.1573 - logits_profile_predictions_loss: 580.2004 - logcount_predictions_loss: 0.4281 540/3099 [====>.........................] - ETA: 12:40 - loss: 594.0978 - logits_profile_predictions_loss: 580.1432 - logcount_predictions_loss: 0.4281 541/3099 [====>.........................] - ETA: 12:40 - loss: 594.1350 - logits_profile_predictions_loss: 580.1829 - logcount_predictions_loss: 0.4280 542/3099 [====>.........................] - ETA: 12:39 - loss: 594.4161 - logits_profile_predictions_loss: 580.4579 - logcount_predictions_loss: 0.4282 543/3099 [====>.........................] - ETA: 12:39 - loss: 594.4509 - logits_profile_predictions_loss: 580.4924 - logcount_predictions_loss: 0.4282 544/3099 [====>.........................] - ETA: 12:39 - loss: 594.5161 - logits_profile_predictions_loss: 580.5540 - logcount_predictions_loss: 0.4283 545/3099 [====>.........................] - ETA: 12:39 - loss: 594.5938 - logits_profile_predictions_loss: 580.6296 - logcount_predictions_loss: 0.4284 546/3099 [====>.........................] - ETA: 12:38 - loss: 594.7030 - logits_profile_predictions_loss: 580.7299 - logcount_predictions_loss: 0.4286 547/3099 [====>.........................] - ETA: 12:38 - loss: 594.6329 - logits_profile_predictions_loss: 580.6659 - logcount_predictions_loss: 0.4284 548/3099 [====>.........................] - ETA: 12:37 - loss: 594.5727 - logits_profile_predictions_loss: 580.5968 - logcount_predictions_loss: 0.4287 549/3099 [====>.........................] - ETA: 12:37 - loss: 594.6668 - logits_profile_predictions_loss: 580.6786 - logcount_predictions_loss: 0.4291 550/3099 [====>.........................] - ETA: 12:37 - loss: 594.9296 - 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[====>.........................] - ETA: 12:35 - loss: 595.3490 - logits_profile_predictions_loss: 581.3466 - logcount_predictions_loss: 0.4295 558/3099 [====>.........................] - ETA: 12:34 - loss: 595.3077 - logits_profile_predictions_loss: 581.3046 - logcount_predictions_loss: 0.4296 559/3099 [====>.........................] - ETA: 12:34 - loss: 595.3566 - logits_profile_predictions_loss: 581.3504 - logcount_predictions_loss: 0.4296 560/3099 [====>.........................] - ETA: 12:34 - loss: 595.2339 - logits_profile_predictions_loss: 581.2313 - logcount_predictions_loss: 0.4295 561/3099 [====>.........................] - ETA: 12:34 - loss: 595.3293 - logits_profile_predictions_loss: 581.3219 - logcount_predictions_loss: 0.4297 562/3099 [====>.........................] - ETA: 12:33 - loss: 595.5195 - logits_profile_predictions_loss: 581.5092 - logcount_predictions_loss: 0.4298 563/3099 [====>.........................] - ETA: 12:33 - loss: 595.3976 - logits_profile_predictions_loss: 581.3915 - logcount_predictions_loss: 0.4296 564/3099 [====>.........................] - ETA: 12:33 - loss: 595.3951 - logits_profile_predictions_loss: 581.3976 - logcount_predictions_loss: 0.4294 565/3099 [====>.........................] - ETA: 12:32 - loss: 595.4263 - logits_profile_predictions_loss: 581.4314 - logcount_predictions_loss: 0.4293 566/3099 [====>.........................] - ETA: 12:32 - loss: 595.4138 - logits_profile_predictions_loss: 581.4279 - logcount_predictions_loss: 0.4290 567/3099 [====>.........................] - ETA: 12:32 - loss: 595.4341 - logits_profile_predictions_loss: 581.4539 - logcount_predictions_loss: 0.4289 568/3099 [====>.........................] - ETA: 12:31 - loss: 595.3032 - logits_profile_predictions_loss: 581.3282 - logcount_predictions_loss: 0.4287 569/3099 [====>.........................] - ETA: 12:31 - loss: 595.3082 - logits_profile_predictions_loss: 581.3340 - logcount_predictions_loss: 0.4287 570/3099 [====>.........................] - ETA: 12:31 - loss: 595.3010 - logits_profile_predictions_loss: 581.3190 - logcount_predictions_loss: 0.4289 571/3099 [====>.........................] - ETA: 12:30 - loss: 595.3714 - logits_profile_predictions_loss: 581.3849 - logcount_predictions_loss: 0.4290 572/3099 [====>.........................] - ETA: 12:30 - loss: 595.4478 - logits_profile_predictions_loss: 581.4622 - logcount_predictions_loss: 0.4290 573/3099 [====>.........................] - ETA: 12:30 - loss: 595.5786 - logits_profile_predictions_loss: 581.5929 - logcount_predictions_loss: 0.4290 574/3099 [====>.........................] - ETA: 12:30 - loss: 595.6719 - logits_profile_predictions_loss: 581.6797 - logcount_predictions_loss: 0.4292 575/3099 [====>.........................] - ETA: 12:29 - loss: 595.6149 - logits_profile_predictions_loss: 581.6284 - logcount_predictions_loss: 0.4290 576/3099 [====>.........................] - ETA: 12:29 - loss: 595.4775 - 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[=====>........................] - ETA: 12:11 - loss: 596.5865 - logits_profile_predictions_loss: 582.6355 - logcount_predictions_loss: 0.4280 636/3099 [=====>........................] - ETA: 12:11 - loss: 596.7731 - logits_profile_predictions_loss: 582.8229 - logcount_predictions_loss: 0.4279 637/3099 [=====>........................] - ETA: 12:11 - loss: 596.9001 - logits_profile_predictions_loss: 582.9473 - logcount_predictions_loss: 0.4280 638/3099 [=====>........................] - ETA: 12:10 - loss: 596.9749 - logits_profile_predictions_loss: 583.0261 - logcount_predictions_loss: 0.4279 639/3099 [=====>........................] - ETA: 12:10 - loss: 597.0026 - logits_profile_predictions_loss: 583.0551 - logcount_predictions_loss: 0.4278 640/3099 [=====>........................] - ETA: 12:10 - loss: 596.9659 - logits_profile_predictions_loss: 583.0159 - logcount_predictions_loss: 0.4279 641/3099 [=====>........................] - ETA: 12:09 - loss: 597.0360 - 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[============================>.] - ETA: 13s - loss: 593.8339 - logits_profile_predictions_loss: 579.9879 - logcount_predictions_loss: 0.4247 3054/3099 [============================>.] - ETA: 13s - loss: 593.8127 - logits_profile_predictions_loss: 579.9669 - logcount_predictions_loss: 0.4247 3055/3099 [============================>.] - ETA: 13s - loss: 593.8150 - logits_profile_predictions_loss: 579.9670 - logcount_predictions_loss: 0.4248 3056/3099 [============================>.] - ETA: 12s - loss: 593.8231 - logits_profile_predictions_loss: 579.9747 - logcount_predictions_loss: 0.4248 3057/3099 [============================>.] - ETA: 12s - loss: 593.8153 - logits_profile_predictions_loss: 579.9681 - logcount_predictions_loss: 0.4248 3058/3099 [============================>.] - ETA: 12s - loss: 593.8465 - logits_profile_predictions_loss: 579.9988 - logcount_predictions_loss: 0.4248 3059/3099 [============================>.] - ETA: 11s - loss: 593.8172 - 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[============================>.] - ETA: 9s - loss: 593.9132 - logits_profile_predictions_loss: 580.0655 - logcount_predictions_loss: 0.4248  3067/3099 [============================>.] - ETA: 9s - loss: 593.9116 - logits_profile_predictions_loss: 580.0635 - logcount_predictions_loss: 0.4248 3068/3099 [============================>.] - ETA: 9s - loss: 593.9427 - logits_profile_predictions_loss: 580.0945 - logcount_predictions_loss: 0.4248 3069/3099 [============================>.] - ETA: 8s - loss: 593.9208 - logits_profile_predictions_loss: 580.0744 - logcount_predictions_loss: 0.4248 3070/3099 [============================>.] - ETA: 8s - loss: 593.9047 - logits_profile_predictions_loss: 580.0584 - logcount_predictions_loss: 0.4248 3071/3099 [============================>.] - ETA: 8s - loss: 593.9451 - logits_profile_predictions_loss: 580.0960 - logcount_predictions_loss: 0.4248 3072/3099 [============================>.] - ETA: 7s - loss: 593.9815 - logits_profile_predictions_loss: 580.1308 - logcount_predictions_loss: 0.4249 3073/3099 [============================>.] - ETA: 7s - loss: 593.9695 - logits_profile_predictions_loss: 580.1203 - logcount_predictions_loss: 0.4248 3074/3099 [============================>.] - ETA: 7s - loss: 593.9841 - logits_profile_predictions_loss: 580.1354 - logcount_predictions_loss: 0.4248 3075/3099 [============================>.] - ETA: 7s - loss: 593.9543 - logits_profile_predictions_loss: 580.1053 - logcount_predictions_loss: 0.4248 3076/3099 [============================>.] - ETA: 6s - loss: 593.9471 - logits_profile_predictions_loss: 580.0987 - logcount_predictions_loss: 0.4248 3077/3099 [============================>.] - ETA: 6s - loss: 593.9391 - logits_profile_predictions_loss: 580.0897 - logcount_predictions_loss: 0.4249 3078/3099 [============================>.] - ETA: 6s - loss: 593.9284 - logits_profile_predictions_loss: 580.0781 - logcount_predictions_loss: 0.4249 3079/3099 [============================>.] - ETA: 5s - 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3086/3099 [============================>.] - ETA: 3s - loss: 593.8922 - logits_profile_predictions_loss: 580.0421 - logcount_predictions_loss: 0.4249 3087/3099 [============================>.] - ETA: 3s - loss: 593.8836 - logits_profile_predictions_loss: 580.0338 - logcount_predictions_loss: 0.4249 3088/3099 [============================>.] - ETA: 3s - loss: 593.8834 - logits_profile_predictions_loss: 580.0350 - logcount_predictions_loss: 0.4248 3089/3099 [============================>.] - ETA: 2s - loss: 593.9022 - logits_profile_predictions_loss: 580.0522 - logcount_predictions_loss: 0.4249 3090/3099 [============================>.] - ETA: 2s - loss: 593.8919 - logits_profile_predictions_loss: 580.0421 - logcount_predictions_loss: 0.4249 3091/3099 [============================>.] - ETA: 2s - loss: 593.8754 - logits_profile_predictions_loss: 580.0252 - logcount_predictions_loss: 0.4249 3092/3099 [============================>.] - ETA: 2s - loss: 593.8871 - logits_profile_predictions_loss: 580.0379 - logcount_predictions_loss: 0.4248 3093/3099 [============================>.] - ETA: 1s - loss: 593.9219 - logits_profile_predictions_loss: 580.0737 - logcount_predictions_loss: 0.4248 3094/3099 [============================>.] - ETA: 1s - loss: 593.9092 - logits_profile_predictions_loss: 580.0615 - logcount_predictions_loss: 0.4248 3095/3099 [============================>.] - ETA: 1s - loss: 593.9039 - logits_profile_predictions_loss: 580.0564 - logcount_predictions_loss: 0.4248 3096/3099 [============================>.] - ETA: 0s - loss: 593.8893 - logits_profile_predictions_loss: 580.0427 - logcount_predictions_loss: 0.4248 3097/3099 [============================>.] - ETA: 0s - loss: 593.8911 - logits_profile_predictions_loss: 580.0450 - logcount_predictions_loss: 0.4248 3098/3099 [============================>.] - ETA: 0s - loss: 593.8693 - logits_profile_predictions_loss: 580.0244 - logcount_predictions_loss: 0.4247 3099/3099 [==============================] - ETA: 0s - loss: 593.8619 - logits_profile_predictions_loss: 580.0180 - logcount_predictions_loss: 0.4247 Epoch 7: val_loss improved from 614.02808 to 614.01971, saving model to /oak/stanford/groups/akundaje/projects/neuro-variants/chrombpnet_models/roussos_2024/K562_bias/roussos_2024.PBS/fold_4/models/chrombpnet.h5  3099/3099 [==============================] - 959s 309ms/step - loss: 593.8619 - logits_profile_predictions_loss: 580.0180 - logcount_predictions_loss: 0.4247 - val_loss: 614.0197 - val_logits_profile_predictions_loss: 599.0399 - val_logcount_predictions_loss: 0.4595 Epoch 8/50 1/3099 [..............................] - ETA: 16:06 - loss: 540.0544 - logits_profile_predictions_loss: 531.5021 - logcount_predictions_loss: 0.2623 2/3099 [..............................] - ETA: 15:11 - loss: 547.8176 - logits_profile_predictions_loss: 536.8438 - logcount_predictions_loss: 0.3366 3/3099 [..............................] - ETA: 15:12 - loss: 537.2916 - logits_profile_predictions_loss: 526.5161 - logcount_predictions_loss: 0.3305 4/3099 [..............................] - ETA: 15:12 - loss: 537.8708 - logits_profile_predictions_loss: 525.8411 - logcount_predictions_loss: 0.3690 5/3099 [..............................] - ETA: 15:12 - loss: 547.6949 - logits_profile_predictions_loss: 536.0833 - logcount_predictions_loss: 0.3562 6/3099 [..............................] - ETA: 15:12 - loss: 567.0013 - logits_profile_predictions_loss: 555.3238 - logcount_predictions_loss: 0.3582 7/3099 [..............................] - ETA: 15:11 - loss: 571.2104 - logits_profile_predictions_loss: 559.3316 - logcount_predictions_loss: 0.3644 8/3099 [..............................] - ETA: 15:11 - loss: 567.9396 - logits_profile_predictions_loss: 556.4774 - logcount_predictions_loss: 0.3516 9/3099 [..............................] - ETA: 15:10 - loss: 570.7691 - logits_profile_predictions_loss: 559.1172 - logcount_predictions_loss: 0.3574 10/3099 [..............................] - ETA: 15:10 - loss: 567.6788 - logits_profile_predictions_loss: 555.7169 - logcount_predictions_loss: 0.3669 11/3099 [..............................] - ETA: 15:10 - loss: 577.9417 - logits_profile_predictions_loss: 565.9973 - logcount_predictions_loss: 0.3664 12/3099 [..............................] - ETA: 15:10 - loss: 577.9486 - logits_profile_predictions_loss: 566.2899 - logcount_predictions_loss: 0.3576 13/3099 [..............................] - ETA: 15:10 - loss: 582.6514 - logits_profile_predictions_loss: 570.8434 - logcount_predictions_loss: 0.3622 14/3099 [..............................] - ETA: 15:09 - loss: 585.8148 - logits_profile_predictions_loss: 574.0368 - logcount_predictions_loss: 0.3613 15/3099 [..............................] - ETA: 15:09 - loss: 583.0079 - logits_profile_predictions_loss: 571.2293 - logcount_predictions_loss: 0.3613 16/3099 [..............................] - ETA: 15:09 - loss: 584.8001 - logits_profile_predictions_loss: 572.2516 - logcount_predictions_loss: 0.3849 17/3099 [..............................] - ETA: 15:09 - loss: 586.4291 - logits_profile_predictions_loss: 573.6722 - logcount_predictions_loss: 0.3913 18/3099 [..............................] - ETA: 15:08 - loss: 589.4081 - logits_profile_predictions_loss: 576.8091 - logcount_predictions_loss: 0.3865 19/3099 [..............................] - ETA: 15:08 - loss: 588.9321 - logits_profile_predictions_loss: 576.3207 - logcount_predictions_loss: 0.3869 20/3099 [..............................] - ETA: 15:08 - loss: 588.8771 - logits_profile_predictions_loss: 576.3644 - logcount_predictions_loss: 0.3838 21/3099 [..............................] - ETA: 15:07 - loss: 592.5516 - logits_profile_predictions_loss: 579.8972 - logcount_predictions_loss: 0.3882 22/3099 [..............................] - ETA: 15:07 - loss: 594.8282 - logits_profile_predictions_loss: 582.2302 - logcount_predictions_loss: 0.3864 23/3099 [..............................] - ETA: 15:07 - loss: 592.5504 - logits_profile_predictions_loss: 579.8169 - logcount_predictions_loss: 0.3906 24/3099 [..............................] - ETA: 15:07 - loss: 593.6152 - logits_profile_predictions_loss: 580.6696 - logcount_predictions_loss: 0.3971 25/3099 [..............................] - ETA: 15:06 - loss: 593.2737 - logits_profile_predictions_loss: 580.3851 - logcount_predictions_loss: 0.3954 26/3099 [..............................] - ETA: 15:06 - loss: 594.8182 - logits_profile_predictions_loss: 581.6821 - logcount_predictions_loss: 0.4029 27/3099 [..............................] - ETA: 15:06 - loss: 595.6350 - logits_profile_predictions_loss: 582.5105 - logcount_predictions_loss: 0.4026 28/3099 [..............................] - ETA: 15:06 - loss: 594.7628 - logits_profile_predictions_loss: 581.5635 - logcount_predictions_loss: 0.4049 29/3099 [..............................] - ETA: 15:05 - loss: 593.5333 - logits_profile_predictions_loss: 580.2429 - logcount_predictions_loss: 0.4077 30/3099 [..............................] - ETA: 15:05 - loss: 594.5502 - logits_profile_predictions_loss: 581.1707 - logcount_predictions_loss: 0.4104 31/3099 [..............................] - ETA: 15:05 - loss: 594.1011 - logits_profile_predictions_loss: 580.8086 - logcount_predictions_loss: 0.4077 32/3099 [..............................] - ETA: 15:05 - loss: 594.2475 - logits_profile_predictions_loss: 580.8597 - logcount_predictions_loss: 0.4107 33/3099 [..............................] - ETA: 15:04 - loss: 599.2010 - logits_profile_predictions_loss: 585.8036 - logcount_predictions_loss: 0.4110 34/3099 [..............................] - ETA: 15:04 - loss: 597.1641 - logits_profile_predictions_loss: 583.9136 - logcount_predictions_loss: 0.4065 35/3099 [..............................] - ETA: 15:04 - loss: 596.3527 - logits_profile_predictions_loss: 583.0882 - logcount_predictions_loss: 0.4069 36/3099 [..............................] - ETA: 15:03 - loss: 595.9565 - logits_profile_predictions_loss: 582.7235 - logcount_predictions_loss: 0.4059 37/3099 [..............................] - ETA: 15:03 - loss: 596.2164 - logits_profile_predictions_loss: 583.0282 - logcount_predictions_loss: 0.4045 38/3099 [..............................] - ETA: 15:03 - loss: 594.8648 - logits_profile_predictions_loss: 581.5242 - logcount_predictions_loss: 0.4092 39/3099 [..............................] - ETA: 15:02 - loss: 596.3832 - logits_profile_predictions_loss: 583.0508 - logcount_predictions_loss: 0.4090 40/3099 [..............................] - ETA: 15:02 - loss: 595.7928 - logits_profile_predictions_loss: 582.5499 - logcount_predictions_loss: 0.4062 41/3099 [..............................] - ETA: 15:02 - loss: 594.2570 - logits_profile_predictions_loss: 580.9515 - logcount_predictions_loss: 0.4081 42/3099 [..............................] - ETA: 15:02 - loss: 593.2078 - logits_profile_predictions_loss: 579.8610 - logcount_predictions_loss: 0.4094 43/3099 [..............................] - ETA: 15:01 - loss: 592.8147 - logits_profile_predictions_loss: 579.4226 - logcount_predictions_loss: 0.4108 44/3099 [..............................] - ETA: 15:01 - loss: 593.2049 - logits_profile_predictions_loss: 579.7568 - logcount_predictions_loss: 0.4125 45/3099 [..............................] - ETA: 15:01 - loss: 592.7193 - logits_profile_predictions_loss: 579.1251 - logcount_predictions_loss: 0.4170 46/3099 [..............................] - ETA: 15:01 - loss: 592.7872 - logits_profile_predictions_loss: 579.2479 - logcount_predictions_loss: 0.4153 47/3099 [..............................] - ETA: 15:00 - loss: 592.3906 - logits_profile_predictions_loss: 578.8047 - logcount_predictions_loss: 0.4167 48/3099 [..............................] - ETA: 15:00 - loss: 591.9035 - logits_profile_predictions_loss: 578.3743 - logcount_predictions_loss: 0.4150 49/3099 [..............................] - ETA: 15:00 - loss: 593.0134 - logits_profile_predictions_loss: 579.4450 - logcount_predictions_loss: 0.4162 50/3099 [..............................] - ETA: 14:59 - loss: 593.5729 - logits_profile_predictions_loss: 579.9806 - logcount_predictions_loss: 0.4169 51/3099 [..............................] - ETA: 14:59 - loss: 591.9161 - logits_profile_predictions_loss: 578.3686 - logcount_predictions_loss: 0.4156 52/3099 [..............................] - ETA: 14:59 - loss: 591.8073 - logits_profile_predictions_loss: 578.2670 - logcount_predictions_loss: 0.4153 53/3099 [..............................] - ETA: 14:59 - loss: 591.2048 - logits_profile_predictions_loss: 577.7204 - logcount_predictions_loss: 0.4136 54/3099 [..............................] - ETA: 14:58 - loss: 591.5663 - logits_profile_predictions_loss: 578.1478 - logcount_predictions_loss: 0.4116 55/3099 [..............................] - ETA: 14:58 - loss: 592.4029 - 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[..............................] - ETA: 14:56 - loss: 592.1216 - logits_profile_predictions_loss: 578.8455 - logcount_predictions_loss: 0.4072 63/3099 [..............................] - ETA: 14:56 - loss: 592.2592 - logits_profile_predictions_loss: 578.9818 - logcount_predictions_loss: 0.4073 64/3099 [..............................] - ETA: 14:56 - loss: 592.5862 - logits_profile_predictions_loss: 579.2804 - logcount_predictions_loss: 0.4082 65/3099 [..............................] - ETA: 14:55 - loss: 593.7476 - logits_profile_predictions_loss: 580.1932 - logcount_predictions_loss: 0.4158 66/3099 [..............................] - ETA: 14:55 - loss: 593.4823 - logits_profile_predictions_loss: 579.9407 - logcount_predictions_loss: 0.4154 67/3099 [..............................] - ETA: 14:55 - loss: 593.7649 - logits_profile_predictions_loss: 580.2104 - logcount_predictions_loss: 0.4158 68/3099 [..............................] - ETA: 14:54 - loss: 593.8362 - 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[============================>.] - ETA: 10s - loss: 591.5620 - logits_profile_predictions_loss: 578.0918 - logcount_predictions_loss: 0.4132 3066/3099 [============================>.] - ETA: 9s - loss: 591.5809 - logits_profile_predictions_loss: 578.1101 - logcount_predictions_loss: 0.4132  3067/3099 [============================>.] - ETA: 9s - loss: 591.5814 - logits_profile_predictions_loss: 578.1105 - logcount_predictions_loss: 0.4132 3068/3099 [============================>.] - ETA: 9s - loss: 591.5743 - logits_profile_predictions_loss: 578.1038 - logcount_predictions_loss: 0.4132 3069/3099 [============================>.] - ETA: 8s - loss: 591.5414 - logits_profile_predictions_loss: 578.0724 - logcount_predictions_loss: 0.4132 3070/3099 [============================>.] - ETA: 8s - loss: 591.5460 - logits_profile_predictions_loss: 578.0765 - logcount_predictions_loss: 0.4132 3071/3099 [============================>.] - ETA: 8s - loss: 591.5447 - logits_profile_predictions_loss: 578.0745 - logcount_predictions_loss: 0.4132 3072/3099 [============================>.] - ETA: 7s - loss: 591.5258 - logits_profile_predictions_loss: 578.0566 - logcount_predictions_loss: 0.4132 3073/3099 [============================>.] - ETA: 7s - loss: 591.5509 - logits_profile_predictions_loss: 578.0826 - logcount_predictions_loss: 0.4132 3074/3099 [============================>.] - ETA: 7s - loss: 591.5232 - logits_profile_predictions_loss: 578.0543 - logcount_predictions_loss: 0.4132 3075/3099 [============================>.] - ETA: 7s - loss: 591.5364 - logits_profile_predictions_loss: 578.0679 - logcount_predictions_loss: 0.4132 3076/3099 [============================>.] - ETA: 6s - loss: 591.5495 - logits_profile_predictions_loss: 578.0800 - logcount_predictions_loss: 0.4132 3077/3099 [============================>.] - ETA: 6s - loss: 591.5494 - logits_profile_predictions_loss: 578.0804 - logcount_predictions_loss: 0.4132 3078/3099 [============================>.] - ETA: 6s - loss: 591.5541 - logits_profile_predictions_loss: 578.0854 - logcount_predictions_loss: 0.4132 3079/3099 [============================>.] - ETA: 5s - loss: 591.5657 - logits_profile_predictions_loss: 578.0975 - logcount_predictions_loss: 0.4132 3080/3099 [============================>.] - ETA: 5s - loss: 591.5675 - logits_profile_predictions_loss: 578.0989 - logcount_predictions_loss: 0.4132 3081/3099 [============================>.] - ETA: 5s - loss: 591.5829 - logits_profile_predictions_loss: 578.1133 - logcount_predictions_loss: 0.4132 3082/3099 [============================>.] - ETA: 5s - loss: 591.5929 - logits_profile_predictions_loss: 578.1234 - logcount_predictions_loss: 0.4132 3083/3099 [============================>.] - ETA: 4s - loss: 591.6187 - logits_profile_predictions_loss: 578.1503 - logcount_predictions_loss: 0.4132 3084/3099 [============================>.] - ETA: 4s - loss: 591.6052 - logits_profile_predictions_loss: 578.1351 - logcount_predictions_loss: 0.4132 3085/3099 [============================>.] - ETA: 4s - loss: 591.5771 - logits_profile_predictions_loss: 578.1072 - logcount_predictions_loss: 0.4132 3086/3099 [============================>.] - ETA: 3s - loss: 591.5627 - logits_profile_predictions_loss: 578.0942 - logcount_predictions_loss: 0.4132 3087/3099 [============================>.] - ETA: 3s - loss: 591.5699 - logits_profile_predictions_loss: 578.1004 - logcount_predictions_loss: 0.4132 3088/3099 [============================>.] - ETA: 3s - loss: 591.5807 - logits_profile_predictions_loss: 578.1102 - logcount_predictions_loss: 0.4132 3089/3099 [============================>.] - ETA: 2s - loss: 591.5687 - logits_profile_predictions_loss: 578.0980 - logcount_predictions_loss: 0.4132 3090/3099 [============================>.] - ETA: 2s - loss: 591.5773 - logits_profile_predictions_loss: 578.1050 - logcount_predictions_loss: 0.4133 3091/3099 [============================>.] - ETA: 2s - loss: 591.5941 - logits_profile_predictions_loss: 578.1219 - logcount_predictions_loss: 0.4133 3092/3099 [============================>.] - ETA: 2s - loss: 591.5867 - logits_profile_predictions_loss: 578.1156 - logcount_predictions_loss: 0.4132 3093/3099 [============================>.] - ETA: 1s - loss: 591.5814 - logits_profile_predictions_loss: 578.1107 - logcount_predictions_loss: 0.4132 3094/3099 [============================>.] - ETA: 1s - loss: 591.5937 - logits_profile_predictions_loss: 578.1235 - logcount_predictions_loss: 0.4132 3095/3099 [============================>.] - ETA: 1s - loss: 591.5881 - logits_profile_predictions_loss: 578.1184 - logcount_predictions_loss: 0.4132 3096/3099 [============================>.] - ETA: 0s - loss: 591.5994 - logits_profile_predictions_loss: 578.1293 - logcount_predictions_loss: 0.4132 3097/3099 [============================>.] - ETA: 0s - loss: 591.5922 - logits_profile_predictions_loss: 578.1221 - logcount_predictions_loss: 0.4132 3098/3099 [============================>.] - ETA: 0s - loss: 591.6141 - logits_profile_predictions_loss: 578.1452 - logcount_predictions_loss: 0.4132 3099/3099 [==============================] - ETA: 0s - loss: 591.5920 - logits_profile_predictions_loss: 578.1216 - logcount_predictions_loss: 0.4132 Epoch 8: val_loss did not improve from 614.01971  3099/3099 [==============================] - 954s 308ms/step - loss: 591.5920 - logits_profile_predictions_loss: 578.1216 - logcount_predictions_loss: 0.4132 - val_loss: 616.5236 - val_logits_profile_predictions_loss: 598.7172 - val_logcount_predictions_loss: 0.5462 Epoch 9/50 1/3099 [..............................] - ETA: 15:57 - loss: 691.7355 - logits_profile_predictions_loss: 675.6437 - logcount_predictions_loss: 0.4936 2/3099 [..............................] - ETA: 15:13 - loss: 619.5086 - logits_profile_predictions_loss: 607.4099 - logcount_predictions_loss: 0.3711 3/3099 [..............................] - ETA: 15:12 - loss: 582.3658 - logits_profile_predictions_loss: 571.0190 - logcount_predictions_loss: 0.3481 4/3099 [..............................] - ETA: 15:13 - loss: 583.4228 - logits_profile_predictions_loss: 571.4939 - logcount_predictions_loss: 0.3659 5/3099 [..............................] - ETA: 15:13 - loss: 589.6564 - logits_profile_predictions_loss: 577.8378 - logcount_predictions_loss: 0.3625 6/3099 [..............................] - ETA: 15:13 - loss: 581.9739 - logits_profile_predictions_loss: 570.2026 - logcount_predictions_loss: 0.3611 7/3099 [..............................] - ETA: 15:12 - loss: 607.5167 - logits_profile_predictions_loss: 595.2753 - logcount_predictions_loss: 0.3755 8/3099 [..............................] - ETA: 15:12 - loss: 599.6796 - logits_profile_predictions_loss: 587.2214 - logcount_predictions_loss: 0.3822 9/3099 [..............................] - ETA: 15:11 - loss: 598.5544 - logits_profile_predictions_loss: 586.2370 - logcount_predictions_loss: 0.3778 10/3099 [..............................] - ETA: 15:11 - loss: 602.9081 - logits_profile_predictions_loss: 590.9122 - logcount_predictions_loss: 0.3680 11/3099 [..............................] - ETA: 15:12 - loss: 601.3881 - logits_profile_predictions_loss: 589.5707 - logcount_predictions_loss: 0.3625 12/3099 [..............................] - ETA: 15:11 - loss: 608.6473 - logits_profile_predictions_loss: 596.8685 - logcount_predictions_loss: 0.3613 13/3099 [..............................] - ETA: 15:11 - loss: 602.7211 - logits_profile_predictions_loss: 590.2652 - logcount_predictions_loss: 0.3821 14/3099 [..............................] - ETA: 15:10 - loss: 604.6890 - logits_profile_predictions_loss: 592.2037 - logcount_predictions_loss: 0.3830 15/3099 [..............................] - ETA: 15:10 - loss: 604.6185 - logits_profile_predictions_loss: 592.1998 - logcount_predictions_loss: 0.3809 16/3099 [..............................] - ETA: 15:10 - loss: 606.1530 - logits_profile_predictions_loss: 593.7584 - logcount_predictions_loss: 0.3802 17/3099 [..............................] - ETA: 15:10 - loss: 599.9662 - logits_profile_predictions_loss: 587.5591 - logcount_predictions_loss: 0.3806 18/3099 [..............................] - ETA: 15:10 - loss: 599.2065 - logits_profile_predictions_loss: 586.7498 - logcount_predictions_loss: 0.3821 19/3099 [..............................] - ETA: 15:09 - loss: 601.5220 - logits_profile_predictions_loss: 589.1060 - logcount_predictions_loss: 0.3809 20/3099 [..............................] - ETA: 15:09 - loss: 597.4429 - logits_profile_predictions_loss: 585.1803 - logcount_predictions_loss: 0.3762 21/3099 [..............................] - ETA: 15:08 - loss: 600.5593 - logits_profile_predictions_loss: 588.3045 - logcount_predictions_loss: 0.3759 22/3099 [..............................] - ETA: 15:08 - loss: 597.0131 - logits_profile_predictions_loss: 584.7553 - logcount_predictions_loss: 0.3760 23/3099 [..............................] - ETA: 15:08 - loss: 599.1227 - logits_profile_predictions_loss: 586.9466 - logcount_predictions_loss: 0.3735 24/3099 [..............................] - ETA: 15:07 - loss: 595.4186 - logits_profile_predictions_loss: 583.3245 - logcount_predictions_loss: 0.3710 25/3099 [..............................] - ETA: 15:07 - loss: 597.5625 - logits_profile_predictions_loss: 585.3003 - logcount_predictions_loss: 0.3761 26/3099 [..............................] - ETA: 15:07 - loss: 596.9691 - logits_profile_predictions_loss: 584.5857 - logcount_predictions_loss: 0.3799 27/3099 [..............................] - ETA: 15:07 - loss: 596.1194 - logits_profile_predictions_loss: 583.7472 - logcount_predictions_loss: 0.3795 28/3099 [..............................] - ETA: 15:06 - loss: 595.2149 - logits_profile_predictions_loss: 582.8627 - logcount_predictions_loss: 0.3789 29/3099 [..............................] - ETA: 15:06 - loss: 596.1504 - logits_profile_predictions_loss: 583.6532 - logcount_predictions_loss: 0.3833 30/3099 [..............................] - ETA: 15:06 - loss: 593.1495 - logits_profile_predictions_loss: 580.7027 - logcount_predictions_loss: 0.3818 31/3099 [..............................] - ETA: 15:05 - loss: 597.8339 - logits_profile_predictions_loss: 585.5201 - logcount_predictions_loss: 0.3777 32/3099 [..............................] - ETA: 15:05 - loss: 595.0923 - logits_profile_predictions_loss: 582.8967 - logcount_predictions_loss: 0.3741 33/3099 [..............................] - ETA: 15:05 - loss: 595.7161 - logits_profile_predictions_loss: 583.5193 - logcount_predictions_loss: 0.3741 34/3099 [..............................] - ETA: 15:04 - loss: 596.5527 - logits_profile_predictions_loss: 584.4221 - logcount_predictions_loss: 0.3721 35/3099 [..............................] - ETA: 15:04 - loss: 594.9810 - logits_profile_predictions_loss: 582.9542 - logcount_predictions_loss: 0.3689 36/3099 [..............................] - ETA: 15:03 - loss: 593.1048 - logits_profile_predictions_loss: 581.1683 - logcount_predictions_loss: 0.3662 37/3099 [..............................] - ETA: 15:03 - loss: 592.0994 - logits_profile_predictions_loss: 580.1957 - logcount_predictions_loss: 0.3651 38/3099 [..............................] - ETA: 15:03 - loss: 594.0103 - logits_profile_predictions_loss: 581.8920 - logcount_predictions_loss: 0.3717 39/3099 [..............................] - ETA: 15:02 - loss: 595.1762 - logits_profile_predictions_loss: 583.0341 - logcount_predictions_loss: 0.3725 40/3099 [..............................] - ETA: 15:02 - loss: 594.0247 - logits_profile_predictions_loss: 581.8680 - logcount_predictions_loss: 0.3729 41/3099 [..............................] - ETA: 15:02 - loss: 594.3987 - logits_profile_predictions_loss: 582.1312 - logcount_predictions_loss: 0.3763 42/3099 [..............................] - ETA: 15:02 - loss: 594.6502 - logits_profile_predictions_loss: 582.4149 - logcount_predictions_loss: 0.3753 43/3099 [..............................] - ETA: 15:01 - loss: 593.7349 - logits_profile_predictions_loss: 581.5015 - logcount_predictions_loss: 0.3753 44/3099 [..............................] - ETA: 15:01 - loss: 593.2941 - logits_profile_predictions_loss: 580.8552 - logcount_predictions_loss: 0.3816 45/3099 [..............................] - ETA: 15:01 - loss: 593.1177 - logits_profile_predictions_loss: 580.6853 - logcount_predictions_loss: 0.3814 46/3099 [..............................] - ETA: 15:00 - loss: 592.5553 - logits_profile_predictions_loss: 580.1777 - logcount_predictions_loss: 0.3797 47/3099 [..............................] - ETA: 15:00 - loss: 591.5481 - logits_profile_predictions_loss: 579.1830 - logcount_predictions_loss: 0.3793 48/3099 [..............................] - ETA: 15:00 - loss: 591.3307 - logits_profile_predictions_loss: 578.9759 - logcount_predictions_loss: 0.3790 49/3099 [..............................] - ETA: 14:59 - loss: 590.7924 - logits_profile_predictions_loss: 578.4252 - logcount_predictions_loss: 0.3794 50/3099 [..............................] - ETA: 14:59 - loss: 589.7180 - logits_profile_predictions_loss: 577.3586 - logcount_predictions_loss: 0.3791 51/3099 [..............................] - ETA: 14:59 - loss: 590.7892 - logits_profile_predictions_loss: 578.4523 - logcount_predictions_loss: 0.3784 52/3099 [..............................] - ETA: 14:59 - loss: 590.9932 - logits_profile_predictions_loss: 578.6607 - logcount_predictions_loss: 0.3783 53/3099 [..............................] - ETA: 14:59 - loss: 591.9786 - logits_profile_predictions_loss: 579.6733 - logcount_predictions_loss: 0.3775 54/3099 [..............................] - ETA: 14:58 - loss: 589.8761 - logits_profile_predictions_loss: 577.5466 - logcount_predictions_loss: 0.3782 55/3099 [..............................] - ETA: 14:58 - loss: 590.3242 - logits_profile_predictions_loss: 578.0174 - logcount_predictions_loss: 0.3775 56/3099 [..............................] - ETA: 14:58 - loss: 590.8182 - logits_profile_predictions_loss: 578.4716 - logcount_predictions_loss: 0.3787 57/3099 [..............................] - ETA: 14:57 - loss: 592.2725 - logits_profile_predictions_loss: 579.9544 - logcount_predictions_loss: 0.3779 58/3099 [..............................] - ETA: 14:57 - loss: 591.1290 - logits_profile_predictions_loss: 578.7833 - logcount_predictions_loss: 0.3787 59/3099 [..............................] - ETA: 14:57 - loss: 591.7868 - logits_profile_predictions_loss: 579.4141 - logcount_predictions_loss: 0.3795 60/3099 [..............................] - ETA: 14:57 - loss: 592.4940 - logits_profile_predictions_loss: 580.0202 - logcount_predictions_loss: 0.3826 61/3099 [..............................] - ETA: 14:56 - loss: 592.8007 - logits_profile_predictions_loss: 580.3630 - logcount_predictions_loss: 0.3815 62/3099 [..............................] - ETA: 14:56 - loss: 592.8738 - logits_profile_predictions_loss: 580.4125 - logcount_predictions_loss: 0.3823 63/3099 [..............................] - ETA: 14:56 - loss: 591.8766 - logits_profile_predictions_loss: 579.4031 - logcount_predictions_loss: 0.3826 64/3099 [..............................] - ETA: 14:55 - loss: 592.6812 - logits_profile_predictions_loss: 580.1871 - logcount_predictions_loss: 0.3833 65/3099 [..............................] - ETA: 14:55 - loss: 591.5455 - logits_profile_predictions_loss: 579.1041 - logcount_predictions_loss: 0.3816 66/3099 [..............................] - ETA: 14:55 - loss: 591.4237 - logits_profile_predictions_loss: 578.9745 - logcount_predictions_loss: 0.3819 67/3099 [..............................] - ETA: 14:55 - loss: 592.6194 - logits_profile_predictions_loss: 580.1711 - logcount_predictions_loss: 0.3819 68/3099 [..............................] - ETA: 14:54 - loss: 592.0252 - logits_profile_predictions_loss: 579.6050 - logcount_predictions_loss: 0.3810 69/3099 [..............................] - ETA: 14:54 - loss: 591.8805 - logits_profile_predictions_loss: 579.4455 - logcount_predictions_loss: 0.3814 70/3099 [..............................] - ETA: 14:54 - loss: 592.0838 - logits_profile_predictions_loss: 579.6638 - logcount_predictions_loss: 0.3810 71/3099 [..............................] - ETA: 14:54 - loss: 593.2017 - logits_profile_predictions_loss: 580.7675 - logcount_predictions_loss: 0.3814 72/3099 [..............................] - ETA: 14:53 - loss: 592.7216 - logits_profile_predictions_loss: 580.2744 - logcount_predictions_loss: 0.3818 73/3099 [..............................] - ETA: 14:53 - loss: 592.2401 - logits_profile_predictions_loss: 579.8179 - logcount_predictions_loss: 0.3811 74/3099 [..............................] - ETA: 14:53 - loss: 591.5811 - logits_profile_predictions_loss: 579.1874 - logcount_predictions_loss: 0.3802 75/3099 [..............................] - ETA: 14:53 - loss: 592.0189 - logits_profile_predictions_loss: 579.5765 - logcount_predictions_loss: 0.3817 76/3099 [..............................] - ETA: 14:52 - loss: 591.6050 - logits_profile_predictions_loss: 579.1675 - logcount_predictions_loss: 0.3815 77/3099 [..............................] - ETA: 14:52 - loss: 591.2194 - logits_profile_predictions_loss: 578.7968 - logcount_predictions_loss: 0.3811 78/3099 [..............................] - ETA: 14:52 - loss: 591.6686 - logits_profile_predictions_loss: 579.2554 - logcount_predictions_loss: 0.3808 79/3099 [..............................] - ETA: 14:52 - loss: 591.0058 - logits_profile_predictions_loss: 578.6268 - logcount_predictions_loss: 0.3797 80/3099 [..............................] - ETA: 14:51 - loss: 592.0665 - logits_profile_predictions_loss: 579.6714 - logcount_predictions_loss: 0.3802 81/3099 [..............................] - ETA: 14:51 - loss: 591.9511 - logits_profile_predictions_loss: 579.5298 - logcount_predictions_loss: 0.3810 82/3099 [..............................] - ETA: 14:51 - loss: 592.4893 - logits_profile_predictions_loss: 580.0587 - logcount_predictions_loss: 0.3813 83/3099 [..............................] - ETA: 14:50 - loss: 591.9962 - logits_profile_predictions_loss: 579.5595 - logcount_predictions_loss: 0.3815 84/3099 [..............................] - ETA: 14:50 - loss: 591.3010 - logits_profile_predictions_loss: 578.8763 - logcount_predictions_loss: 0.3811 85/3099 [..............................] - ETA: 14:50 - loss: 591.1206 - logits_profile_predictions_loss: 578.7057 - logcount_predictions_loss: 0.3808 86/3099 [..............................] - ETA: 14:50 - loss: 590.7588 - logits_profile_predictions_loss: 578.3971 - logcount_predictions_loss: 0.3792 87/3099 [..............................] - ETA: 14:49 - loss: 590.8243 - logits_profile_predictions_loss: 578.4318 - logcount_predictions_loss: 0.3801 88/3099 [..............................] - ETA: 14:49 - loss: 590.8123 - logits_profile_predictions_loss: 578.4238 - logcount_predictions_loss: 0.3800 89/3099 [..............................] - ETA: 14:49 - loss: 590.6321 - logits_profile_predictions_loss: 578.2505 - logcount_predictions_loss: 0.3798 90/3099 [..............................] - ETA: 14:48 - loss: 589.9305 - logits_profile_predictions_loss: 577.6058 - logcount_predictions_loss: 0.3781 91/3099 [..............................] - ETA: 14:48 - loss: 589.4035 - logits_profile_predictions_loss: 577.0767 - logcount_predictions_loss: 0.3781 92/3099 [..............................] - ETA: 14:48 - loss: 589.4200 - logits_profile_predictions_loss: 577.1189 - logcount_predictions_loss: 0.3773 93/3099 [..............................] - ETA: 14:48 - loss: 589.1256 - logits_profile_predictions_loss: 576.8710 - logcount_predictions_loss: 0.3759 94/3099 [..............................] - ETA: 14:47 - loss: 588.7195 - logits_profile_predictions_loss: 576.4437 - logcount_predictions_loss: 0.3766 95/3099 [..............................] - ETA: 14:47 - loss: 588.5201 - logits_profile_predictions_loss: 576.2355 - logcount_predictions_loss: 0.3768 96/3099 [..............................] - ETA: 14:47 - loss: 588.9113 - logits_profile_predictions_loss: 576.6168 - logcount_predictions_loss: 0.3771 97/3099 [..............................] - ETA: 14:46 - loss: 588.6537 - logits_profile_predictions_loss: 576.4104 - logcount_predictions_loss: 0.3756 98/3099 [..............................] - ETA: 14:46 - loss: 589.5308 - logits_profile_predictions_loss: 577.2909 - logcount_predictions_loss: 0.3755 99/3099 [..............................] - ETA: 14:46 - loss: 590.1308 - logits_profile_predictions_loss: 577.9178 - logcount_predictions_loss: 0.3746 100/3099 [..............................] - ETA: 14:46 - loss: 589.6214 - logits_profile_predictions_loss: 577.3967 - logcount_predictions_loss: 0.3750 101/3099 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[============================>.] - ETA: 13s - loss: 588.3610 - logits_profile_predictions_loss: 575.3402 - logcount_predictions_loss: 0.3994 3053/3099 [============================>.] - ETA: 13s - loss: 588.3570 - logits_profile_predictions_loss: 575.3373 - logcount_predictions_loss: 0.3994 3054/3099 [============================>.] - ETA: 13s - loss: 588.3424 - logits_profile_predictions_loss: 575.3231 - logcount_predictions_loss: 0.3994 3055/3099 [============================>.] - ETA: 13s - loss: 588.3479 - logits_profile_predictions_loss: 575.3298 - logcount_predictions_loss: 0.3993 3056/3099 [============================>.] - ETA: 12s - loss: 588.3334 - logits_profile_predictions_loss: 575.3134 - logcount_predictions_loss: 0.3994 3057/3099 [============================>.] - ETA: 12s - loss: 588.3187 - logits_profile_predictions_loss: 575.3000 - logcount_predictions_loss: 0.3993 3058/3099 [============================>.] - ETA: 12s - loss: 588.3234 - 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[============================>.] - ETA: 10s - loss: 588.3986 - logits_profile_predictions_loss: 575.3769 - logcount_predictions_loss: 0.3994 3066/3099 [============================>.] - ETA: 9s - loss: 588.3975 - logits_profile_predictions_loss: 575.3735 - logcount_predictions_loss: 0.3995  3067/3099 [============================>.] - ETA: 9s - loss: 588.3773 - logits_profile_predictions_loss: 575.3547 - logcount_predictions_loss: 0.3995 3068/3099 [============================>.] - ETA: 9s - loss: 588.3987 - logits_profile_predictions_loss: 575.3763 - logcount_predictions_loss: 0.3995 3069/3099 [============================>.] - ETA: 8s - loss: 588.3862 - logits_profile_predictions_loss: 575.3632 - logcount_predictions_loss: 0.3995 3070/3099 [============================>.] - ETA: 8s - loss: 588.3981 - logits_profile_predictions_loss: 575.3751 - logcount_predictions_loss: 0.3995 3071/3099 [============================>.] - ETA: 8s - loss: 588.4059 - logits_profile_predictions_loss: 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3085/3099 [============================>.] - ETA: 4s - loss: 588.4247 - logits_profile_predictions_loss: 575.3965 - logcount_predictions_loss: 0.3996 3086/3099 [============================>.] - ETA: 3s - loss: 588.4177 - logits_profile_predictions_loss: 575.3904 - logcount_predictions_loss: 0.3996 3087/3099 [============================>.] - ETA: 3s - loss: 588.4089 - logits_profile_predictions_loss: 575.3826 - logcount_predictions_loss: 0.3996 3088/3099 [============================>.] - ETA: 3s - loss: 588.4063 - logits_profile_predictions_loss: 575.3787 - logcount_predictions_loss: 0.3996 3089/3099 [============================>.] - ETA: 2s - loss: 588.4089 - logits_profile_predictions_loss: 575.3818 - logcount_predictions_loss: 0.3996 3090/3099 [============================>.] - ETA: 2s - loss: 588.3952 - logits_profile_predictions_loss: 575.3644 - logcount_predictions_loss: 0.3997 3091/3099 [============================>.] - ETA: 2s - loss: 588.3718 - logits_profile_predictions_loss: 575.3354 - logcount_predictions_loss: 0.3999 3092/3099 [============================>.] - ETA: 2s - loss: 588.3713 - logits_profile_predictions_loss: 575.3358 - logcount_predictions_loss: 0.3999 3093/3099 [============================>.] - ETA: 1s - loss: 588.3615 - logits_profile_predictions_loss: 575.3242 - logcount_predictions_loss: 0.3999 3094/3099 [============================>.] - ETA: 1s - loss: 588.3768 - logits_profile_predictions_loss: 575.3406 - logcount_predictions_loss: 0.3999 3095/3099 [============================>.] - ETA: 1s - loss: 588.3679 - logits_profile_predictions_loss: 575.3329 - logcount_predictions_loss: 0.3998 3096/3099 [============================>.] - ETA: 0s - loss: 588.3457 - logits_profile_predictions_loss: 575.3109 - logcount_predictions_loss: 0.3998 3097/3099 [============================>.] - ETA: 0s - loss: 588.3410 - logits_profile_predictions_loss: 575.3074 - logcount_predictions_loss: 0.3998 3098/3099 [============================>.] - ETA: 0s - loss: 588.3540 - logits_profile_predictions_loss: 575.3196 - logcount_predictions_loss: 0.3998 3099/3099 [==============================] - ETA: 0s - loss: 588.3378 - logits_profile_predictions_loss: 575.3040 - logcount_predictions_loss: 0.3998 Epoch 9: val_loss improved from 614.01971 to 613.37720, saving model to /oak/stanford/groups/akundaje/projects/neuro-variants/chrombpnet_models/roussos_2024/K562_bias/roussos_2024.PBS/fold_4/models/chrombpnet.h5  3099/3099 [==============================] - 962s 310ms/step - loss: 588.3378 - logits_profile_predictions_loss: 575.3040 - logcount_predictions_loss: 0.3998 - val_loss: 613.3772 - val_logits_profile_predictions_loss: 598.8989 - val_logcount_predictions_loss: 0.4441 Epoch 10/50 1/3099 [..............................] - ETA: 16:12 - loss: 596.2469 - logits_profile_predictions_loss: 586.0122 - logcount_predictions_loss: 0.3139 2/3099 [..............................] - ETA: 15:13 - loss: 604.2360 - logits_profile_predictions_loss: 594.3698 - logcount_predictions_loss: 0.3026 3/3099 [..............................] - ETA: 15:13 - loss: 588.9521 - logits_profile_predictions_loss: 578.1741 - logcount_predictions_loss: 0.3306 4/3099 [..............................] - ETA: 15:14 - loss: 586.0836 - logits_profile_predictions_loss: 574.1609 - logcount_predictions_loss: 0.3657 5/3099 [..............................] - ETA: 15:14 - loss: 591.6636 - logits_profile_predictions_loss: 580.1791 - logcount_predictions_loss: 0.3523 6/3099 [..............................] - ETA: 15:13 - loss: 602.7324 - logits_profile_predictions_loss: 591.1016 - logcount_predictions_loss: 0.3568 7/3099 [..............................] - ETA: 15:13 - loss: 607.6681 - logits_profile_predictions_loss: 594.9766 - logcount_predictions_loss: 0.3893 8/3099 [..............................] - ETA: 15:13 - loss: 617.0552 - logits_profile_predictions_loss: 604.1444 - logcount_predictions_loss: 0.3960 9/3099 [..............................] - ETA: 15:13 - loss: 619.8467 - logits_profile_predictions_loss: 607.2272 - logcount_predictions_loss: 0.3871 10/3099 [..............................] - ETA: 15:13 - loss: 611.8605 - logits_profile_predictions_loss: 599.3382 - logcount_predictions_loss: 0.3841 11/3099 [..............................] - ETA: 15:13 - loss: 606.9727 - logits_profile_predictions_loss: 594.1267 - logcount_predictions_loss: 0.3940 12/3099 [..............................] - ETA: 15:12 - loss: 608.9839 - logits_profile_predictions_loss: 596.3914 - logcount_predictions_loss: 0.3863 13/3099 [..............................] - ETA: 15:12 - loss: 607.5995 - logits_profile_predictions_loss: 595.1751 - logcount_predictions_loss: 0.3811 14/3099 [..............................] - ETA: 15:11 - loss: 606.3141 - logits_profile_predictions_loss: 593.9170 - logcount_predictions_loss: 0.3803 15/3099 [..............................] - ETA: 15:11 - loss: 607.4044 - logits_profile_predictions_loss: 595.1383 - logcount_predictions_loss: 0.3763 16/3099 [..............................] - ETA: 15:11 - loss: 606.8871 - logits_profile_predictions_loss: 594.6122 - logcount_predictions_loss: 0.3765 17/3099 [..............................] - ETA: 15:10 - loss: 604.2712 - logits_profile_predictions_loss: 592.0520 - logcount_predictions_loss: 0.3748 18/3099 [..............................] - ETA: 15:10 - loss: 600.3030 - logits_profile_predictions_loss: 588.2707 - logcount_predictions_loss: 0.3691 19/3099 [..............................] - ETA: 15:09 - loss: 600.0182 - logits_profile_predictions_loss: 587.9748 - logcount_predictions_loss: 0.3694 20/3099 [..............................] - ETA: 15:09 - loss: 599.9766 - logits_profile_predictions_loss: 587.9732 - logcount_predictions_loss: 0.3682 21/3099 [..............................] - ETA: 15:09 - loss: 601.3530 - logits_profile_predictions_loss: 589.2372 - logcount_predictions_loss: 0.3717 22/3099 [..............................] - ETA: 15:08 - loss: 598.8566 - logits_profile_predictions_loss: 586.7913 - logcount_predictions_loss: 0.3701 23/3099 [..............................] - ETA: 15:11 - loss: 597.8893 - logits_profile_predictions_loss: 585.8312 - logcount_predictions_loss: 0.3699 24/3099 [..............................] - ETA: 15:11 - loss: 596.4546 - logits_profile_predictions_loss: 584.2656 - logcount_predictions_loss: 0.3739 25/3099 [..............................] - ETA: 15:10 - loss: 598.5046 - logits_profile_predictions_loss: 586.1367 - logcount_predictions_loss: 0.3794 26/3099 [..............................] - ETA: 15:10 - loss: 596.5817 - logits_profile_predictions_loss: 583.8728 - logcount_predictions_loss: 0.3898 27/3099 [..............................] - ETA: 15:09 - loss: 592.6980 - logits_profile_predictions_loss: 580.1051 - logcount_predictions_loss: 0.3863 28/3099 [..............................] - ETA: 15:09 - loss: 594.1045 - logits_profile_predictions_loss: 581.5190 - logcount_predictions_loss: 0.3861 29/3099 [..............................] - ETA: 15:08 - loss: 594.2880 - logits_profile_predictions_loss: 581.7408 - logcount_predictions_loss: 0.3849 30/3099 [..............................] - ETA: 15:08 - loss: 594.6413 - logits_profile_predictions_loss: 581.9992 - logcount_predictions_loss: 0.3878 31/3099 [..............................] - ETA: 15:08 - loss: 592.7954 - logits_profile_predictions_loss: 580.2167 - logcount_predictions_loss: 0.3859 32/3099 [..............................] - ETA: 15:07 - loss: 590.9470 - logits_profile_predictions_loss: 578.4074 - logcount_predictions_loss: 0.3847 33/3099 [..............................] - ETA: 15:07 - loss: 590.5629 - logits_profile_predictions_loss: 577.9855 - logcount_predictions_loss: 0.3858 34/3099 [..............................] - ETA: 15:06 - loss: 588.7692 - logits_profile_predictions_loss: 576.2455 - logcount_predictions_loss: 0.3842 35/3099 [..............................] - ETA: 15:06 - loss: 587.6483 - logits_profile_predictions_loss: 575.2423 - logcount_predictions_loss: 0.3806 36/3099 [..............................] - ETA: 15:06 - loss: 587.4594 - logits_profile_predictions_loss: 575.0367 - logcount_predictions_loss: 0.3811 37/3099 [..............................] - ETA: 15:05 - loss: 587.9430 - logits_profile_predictions_loss: 575.6113 - logcount_predictions_loss: 0.3783 38/3099 [..............................] - ETA: 15:05 - loss: 589.2056 - logits_profile_predictions_loss: 576.8781 - logcount_predictions_loss: 0.3781 39/3099 [..............................] - ETA: 15:04 - loss: 589.7441 - logits_profile_predictions_loss: 577.4132 - logcount_predictions_loss: 0.3783 40/3099 [..............................] - ETA: 15:07 - loss: 589.1442 - logits_profile_predictions_loss: 576.8414 - logcount_predictions_loss: 0.3774 41/3099 [..............................] - ETA: 15:07 - loss: 590.5193 - logits_profile_predictions_loss: 578.1590 - logcount_predictions_loss: 0.3792 42/3099 [..............................] - ETA: 15:06 - loss: 589.5324 - logits_profile_predictions_loss: 577.2007 - logcount_predictions_loss: 0.3783 43/3099 [..............................] - ETA: 15:06 - loss: 591.0210 - logits_profile_predictions_loss: 578.6152 - logcount_predictions_loss: 0.3805 44/3099 [..............................] - ETA: 15:06 - loss: 590.1895 - logits_profile_predictions_loss: 577.8218 - logcount_predictions_loss: 0.3794 45/3099 [..............................] - ETA: 15:05 - loss: 589.7756 - logits_profile_predictions_loss: 577.4286 - logcount_predictions_loss: 0.3787 46/3099 [..............................] - ETA: 15:05 - loss: 589.3983 - logits_profile_predictions_loss: 577.0879 - logcount_predictions_loss: 0.3776 47/3099 [..............................] - ETA: 15:04 - loss: 589.0865 - logits_profile_predictions_loss: 576.8273 - logcount_predictions_loss: 0.3761 48/3099 [..............................] - ETA: 15:04 - loss: 590.4446 - logits_profile_predictions_loss: 578.0524 - logcount_predictions_loss: 0.3801 49/3099 [..............................] - ETA: 15:03 - loss: 591.6901 - logits_profile_predictions_loss: 579.3251 - logcount_predictions_loss: 0.3793 50/3099 [..............................] - ETA: 15:03 - loss: 591.0204 - logits_profile_predictions_loss: 578.5958 - logcount_predictions_loss: 0.3811 51/3099 [..............................] - ETA: 15:03 - loss: 589.8830 - logits_profile_predictions_loss: 577.5480 - logcount_predictions_loss: 0.3784 52/3099 [..............................] - ETA: 15:02 - loss: 590.0193 - logits_profile_predictions_loss: 577.6190 - logcount_predictions_loss: 0.3804 53/3099 [..............................] - ETA: 15:02 - loss: 589.7419 - logits_profile_predictions_loss: 577.4199 - logcount_predictions_loss: 0.3780 54/3099 [..............................] - ETA: 15:02 - loss: 589.2604 - logits_profile_predictions_loss: 577.0325 - logcount_predictions_loss: 0.3751 55/3099 [..............................] - ETA: 15:01 - loss: 588.5347 - logits_profile_predictions_loss: 576.2912 - logcount_predictions_loss: 0.3756 56/3099 [..............................] - ETA: 15:01 - loss: 588.1048 - logits_profile_predictions_loss: 575.8524 - logcount_predictions_loss: 0.3758 57/3099 [..............................] - ETA: 15:02 - loss: 586.7568 - logits_profile_predictions_loss: 574.5279 - logcount_predictions_loss: 0.3751 58/3099 [..............................] - ETA: 15:01 - loss: 588.4429 - logits_profile_predictions_loss: 576.0908 - logcount_predictions_loss: 0.3789 59/3099 [..............................] - ETA: 15:01 - loss: 588.6125 - logits_profile_predictions_loss: 576.2767 - logcount_predictions_loss: 0.3784 60/3099 [..............................] - ETA: 15:01 - loss: 588.0541 - logits_profile_predictions_loss: 575.7432 - logcount_predictions_loss: 0.3776 61/3099 [..............................] - ETA: 15:00 - loss: 588.3043 - logits_profile_predictions_loss: 576.0063 - logcount_predictions_loss: 0.3772 62/3099 [..............................] - ETA: 15:00 - loss: 588.0672 - logits_profile_predictions_loss: 575.7733 - logcount_predictions_loss: 0.3771 63/3099 [..............................] - ETA: 14:59 - loss: 586.7750 - logits_profile_predictions_loss: 574.4768 - logcount_predictions_loss: 0.3772 64/3099 [..............................] - ETA: 14:59 - loss: 586.0107 - logits_profile_predictions_loss: 573.7874 - logcount_predictions_loss: 0.3749 65/3099 [..............................] - ETA: 14:59 - loss: 586.2387 - logits_profile_predictions_loss: 573.9944 - logcount_predictions_loss: 0.3756 66/3099 [..............................] - ETA: 14:58 - loss: 585.1783 - logits_profile_predictions_loss: 573.0166 - logcount_predictions_loss: 0.3731 67/3099 [..............................] - ETA: 14:58 - loss: 583.8958 - 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[..............................] - ETA: 14:56 - loss: 586.0146 - logits_profile_predictions_loss: 573.5689 - logcount_predictions_loss: 0.3818 75/3099 [..............................] - ETA: 14:56 - loss: 585.8498 - logits_profile_predictions_loss: 573.4249 - logcount_predictions_loss: 0.3811 76/3099 [..............................] - ETA: 14:55 - loss: 586.8407 - logits_profile_predictions_loss: 574.4164 - logcount_predictions_loss: 0.3811 77/3099 [..............................] - ETA: 14:55 - loss: 587.3190 - logits_profile_predictions_loss: 574.8740 - logcount_predictions_loss: 0.3817 78/3099 [..............................] - ETA: 14:55 - loss: 587.1014 - logits_profile_predictions_loss: 574.6839 - logcount_predictions_loss: 0.3809 79/3099 [..............................] - ETA: 14:54 - loss: 586.3597 - logits_profile_predictions_loss: 573.9758 - logcount_predictions_loss: 0.3799 80/3099 [..............................] - ETA: 14:54 - loss: 586.1478 - 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[..............................] - ETA: 14:52 - loss: 588.8275 - logits_profile_predictions_loss: 576.5136 - logcount_predictions_loss: 0.3777 88/3099 [..............................] - ETA: 14:51 - loss: 588.6234 - logits_profile_predictions_loss: 576.2805 - logcount_predictions_loss: 0.3786 89/3099 [..............................] - ETA: 14:51 - loss: 587.9819 - logits_profile_predictions_loss: 575.6857 - logcount_predictions_loss: 0.3772 90/3099 [..............................] - ETA: 14:51 - loss: 588.1401 - logits_profile_predictions_loss: 575.7985 - logcount_predictions_loss: 0.3786 91/3099 [..............................] - ETA: 14:51 - loss: 587.8401 - logits_profile_predictions_loss: 575.5436 - logcount_predictions_loss: 0.3772 92/3099 [..............................] - ETA: 14:51 - loss: 587.8862 - logits_profile_predictions_loss: 575.5820 - logcount_predictions_loss: 0.3774 93/3099 [..............................] - ETA: 14:50 - loss: 588.5194 - 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[..............................] - ETA: 14:48 - loss: 588.3015 - logits_profile_predictions_loss: 575.7908 - logcount_predictions_loss: 0.3838 101/3099 [..............................] - ETA: 14:48 - loss: 587.5254 - logits_profile_predictions_loss: 575.0114 - logcount_predictions_loss: 0.3839 102/3099 [..............................] - ETA: 14:47 - loss: 587.3529 - logits_profile_predictions_loss: 574.8167 - logcount_predictions_loss: 0.3845 103/3099 [..............................] - ETA: 14:47 - loss: 587.9002 - logits_profile_predictions_loss: 575.3690 - logcount_predictions_loss: 0.3844 104/3099 [>.............................] - ETA: 14:47 - loss: 588.1750 - logits_profile_predictions_loss: 575.6343 - logcount_predictions_loss: 0.3847 105/3099 [>.............................] - ETA: 14:46 - loss: 587.9437 - logits_profile_predictions_loss: 575.4108 - logcount_predictions_loss: 0.3844 106/3099 [>.............................] - ETA: 14:46 - loss: 587.2776 - 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[>.............................] - ETA: 14:40 - loss: 585.0989 - logits_profile_predictions_loss: 572.6383 - logcount_predictions_loss: 0.3822 127/3099 [>.............................] - ETA: 14:40 - loss: 585.8027 - logits_profile_predictions_loss: 573.3677 - logcount_predictions_loss: 0.3814 128/3099 [>.............................] - ETA: 14:40 - loss: 586.5480 - logits_profile_predictions_loss: 574.1096 - logcount_predictions_loss: 0.3815 129/3099 [>.............................] - ETA: 14:39 - loss: 586.3762 - logits_profile_predictions_loss: 573.9066 - logcount_predictions_loss: 0.3825 130/3099 [>.............................] - ETA: 14:39 - loss: 586.4434 - logits_profile_predictions_loss: 573.9819 - logcount_predictions_loss: 0.3822 131/3099 [>.............................] - ETA: 14:39 - loss: 587.3604 - logits_profile_predictions_loss: 574.9039 - logcount_predictions_loss: 0.3821 132/3099 [>.............................] - ETA: 14:38 - loss: 587.1486 - 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logits_profile_predictions_loss: 572.5590 - logcount_predictions_loss: 0.3806 458/3099 [===>..........................] - ETA: 13:02 - loss: 584.9429 - logits_profile_predictions_loss: 572.5403 - logcount_predictions_loss: 0.3805 459/3099 [===>..........................] - ETA: 13:01 - loss: 585.0413 - logits_profile_predictions_loss: 572.6382 - logcount_predictions_loss: 0.3805 460/3099 [===>..........................] - ETA: 13:01 - loss: 585.3233 - logits_profile_predictions_loss: 572.9108 - logcount_predictions_loss: 0.3808 461/3099 [===>..........................] - ETA: 13:01 - loss: 585.3569 - logits_profile_predictions_loss: 572.9459 - logcount_predictions_loss: 0.3807 462/3099 [===>..........................] - ETA: 13:00 - loss: 585.3549 - logits_profile_predictions_loss: 572.9446 - logcount_predictions_loss: 0.3807 463/3099 [===>..........................] - ETA: 13:00 - loss: 585.3911 - logits_profile_predictions_loss: 572.9830 - logcount_predictions_loss: 0.3806 464/3099 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logits_profile_predictions_loss: 572.6320 - logcount_predictions_loss: 0.3809 471/3099 [===>..........................] - ETA: 12:58 - loss: 584.9242 - logits_profile_predictions_loss: 572.5150 - logcount_predictions_loss: 0.3807 472/3099 [===>..........................] - ETA: 12:57 - loss: 585.0023 - logits_profile_predictions_loss: 572.5975 - logcount_predictions_loss: 0.3805 473/3099 [===>..........................] - ETA: 12:57 - loss: 584.9625 - logits_profile_predictions_loss: 572.5567 - logcount_predictions_loss: 0.3806 474/3099 [===>..........................] - ETA: 12:57 - loss: 585.0450 - logits_profile_predictions_loss: 572.6422 - logcount_predictions_loss: 0.3805 475/3099 [===>..........................] - ETA: 12:57 - loss: 584.9671 - logits_profile_predictions_loss: 572.5621 - logcount_predictions_loss: 0.3805 476/3099 [===>..........................] - ETA: 12:56 - loss: 585.1108 - logits_profile_predictions_loss: 572.7107 - logcount_predictions_loss: 0.3804 477/3099 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logits_profile_predictions_loss: 572.5411 - logcount_predictions_loss: 0.3810 484/3099 [===>..........................] - ETA: 12:54 - loss: 584.9955 - logits_profile_predictions_loss: 572.5682 - logcount_predictions_loss: 0.3812 485/3099 [===>..........................] - ETA: 12:54 - loss: 584.8912 - logits_profile_predictions_loss: 572.4708 - logcount_predictions_loss: 0.3810 486/3099 [===>..........................] - ETA: 12:53 - loss: 584.9794 - logits_profile_predictions_loss: 572.5544 - logcount_predictions_loss: 0.3811 487/3099 [===>..........................] - ETA: 12:53 - loss: 584.8673 - logits_profile_predictions_loss: 572.4459 - logcount_predictions_loss: 0.3810 488/3099 [===>..........................] - ETA: 12:53 - loss: 584.7202 - logits_profile_predictions_loss: 572.2996 - logcount_predictions_loss: 0.3810 489/3099 [===>..........................] - ETA: 12:52 - loss: 584.7630 - logits_profile_predictions_loss: 572.3467 - logcount_predictions_loss: 0.3809 490/3099 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logits_profile_predictions_loss: 571.8621 - logcount_predictions_loss: 0.3808 510/3099 [===>..........................] - ETA: 12:46 - loss: 584.3114 - logits_profile_predictions_loss: 571.8997 - logcount_predictions_loss: 0.3807 511/3099 [===>..........................] - ETA: 12:46 - loss: 584.3065 - logits_profile_predictions_loss: 571.8919 - logcount_predictions_loss: 0.3808 512/3099 [===>..........................] - ETA: 12:45 - loss: 584.1417 - logits_profile_predictions_loss: 571.7271 - logcount_predictions_loss: 0.3808 513/3099 [===>..........................] - ETA: 12:45 - loss: 584.1306 - logits_profile_predictions_loss: 571.7127 - logcount_predictions_loss: 0.3809 514/3099 [===>..........................] - ETA: 12:45 - loss: 584.0707 - logits_profile_predictions_loss: 571.6550 - logcount_predictions_loss: 0.3809 515/3099 [===>..........................] - ETA: 12:45 - loss: 583.9164 - logits_profile_predictions_loss: 571.4998 - logcount_predictions_loss: 0.3809 516/3099 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logits_profile_predictions_loss: 571.4684 - logcount_predictions_loss: 0.3816 523/3099 [====>.........................] - ETA: 12:42 - loss: 583.8560 - logits_profile_predictions_loss: 571.4184 - logcount_predictions_loss: 0.3815 524/3099 [====>.........................] - ETA: 12:42 - loss: 584.0728 - logits_profile_predictions_loss: 571.6409 - logcount_predictions_loss: 0.3814 525/3099 [====>.........................] - ETA: 12:42 - loss: 583.9920 - logits_profile_predictions_loss: 571.5653 - logcount_predictions_loss: 0.3812 526/3099 [====>.........................] - ETA: 12:41 - loss: 584.0449 - logits_profile_predictions_loss: 571.6174 - logcount_predictions_loss: 0.3812 527/3099 [====>.........................] - ETA: 12:41 - loss: 583.9865 - logits_profile_predictions_loss: 571.5539 - logcount_predictions_loss: 0.3814 528/3099 [====>.........................] - ETA: 12:41 - loss: 583.8193 - logits_profile_predictions_loss: 571.3779 - logcount_predictions_loss: 0.3817 529/3099 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[============================>.] - ETA: 21s - loss: 585.8909 - logits_profile_predictions_loss: 573.1346 - logcount_predictions_loss: 0.3913 3026/3099 [============================>.] - ETA: 21s - loss: 585.8718 - logits_profile_predictions_loss: 573.1163 - logcount_predictions_loss: 0.3913 3027/3099 [============================>.] - ETA: 21s - loss: 585.8923 - logits_profile_predictions_loss: 573.1371 - logcount_predictions_loss: 0.3913 3028/3099 [============================>.] - ETA: 21s - loss: 585.9052 - logits_profile_predictions_loss: 573.1501 - logcount_predictions_loss: 0.3913 3029/3099 [============================>.] - ETA: 20s - loss: 585.9092 - logits_profile_predictions_loss: 573.1545 - logcount_predictions_loss: 0.3913 3030/3099 [============================>.] - ETA: 20s - loss: 585.9006 - logits_profile_predictions_loss: 573.1445 - logcount_predictions_loss: 0.3913 3031/3099 [============================>.] - ETA: 20s - loss: 585.9214 - logits_profile_predictions_loss: 573.1653 - logcount_predictions_loss: 0.3913 3032/3099 [============================>.] - ETA: 19s - loss: 585.9227 - logits_profile_predictions_loss: 573.1672 - logcount_predictions_loss: 0.3913 3033/3099 [============================>.] - ETA: 19s - loss: 585.9083 - logits_profile_predictions_loss: 573.1539 - logcount_predictions_loss: 0.3913 3034/3099 [============================>.] - ETA: 19s - loss: 585.9307 - logits_profile_predictions_loss: 573.1760 - logcount_predictions_loss: 0.3913 3035/3099 [============================>.] - ETA: 18s - loss: 585.9263 - logits_profile_predictions_loss: 573.1723 - logcount_predictions_loss: 0.3912 3036/3099 [============================>.] - ETA: 18s - loss: 585.9361 - logits_profile_predictions_loss: 573.1832 - logcount_predictions_loss: 0.3912 3037/3099 [============================>.] - ETA: 18s - loss: 585.9135 - logits_profile_predictions_loss: 573.1606 - logcount_predictions_loss: 0.3912 3038/3099 [============================>.] - ETA: 18s - loss: 585.9331 - logits_profile_predictions_loss: 573.1800 - logcount_predictions_loss: 0.3912 3039/3099 [============================>.] - ETA: 17s - loss: 585.9269 - logits_profile_predictions_loss: 573.1736 - logcount_predictions_loss: 0.3912 3040/3099 [============================>.] - ETA: 17s - loss: 585.9070 - logits_profile_predictions_loss: 573.1539 - logcount_predictions_loss: 0.3912 3041/3099 [============================>.] - ETA: 17s - loss: 585.9200 - logits_profile_predictions_loss: 573.1687 - logcount_predictions_loss: 0.3912 3042/3099 [============================>.] - ETA: 16s - loss: 585.8881 - logits_profile_predictions_loss: 573.1384 - logcount_predictions_loss: 0.3911 3043/3099 [============================>.] - ETA: 16s - loss: 585.9110 - logits_profile_predictions_loss: 573.1606 - logcount_predictions_loss: 0.3911 3044/3099 [============================>.] - ETA: 16s - loss: 585.9212 - logits_profile_predictions_loss: 573.1715 - logcount_predictions_loss: 0.3911 3045/3099 [============================>.] - ETA: 16s - loss: 585.9415 - logits_profile_predictions_loss: 573.1901 - logcount_predictions_loss: 0.3912 3046/3099 [============================>.] - ETA: 15s - loss: 585.9417 - logits_profile_predictions_loss: 573.1900 - logcount_predictions_loss: 0.3912 3047/3099 [============================>.] - ETA: 15s - loss: 585.9451 - logits_profile_predictions_loss: 573.1948 - logcount_predictions_loss: 0.3911 3048/3099 [============================>.] - ETA: 15s - loss: 585.9666 - logits_profile_predictions_loss: 573.2159 - logcount_predictions_loss: 0.3911 3049/3099 [============================>.] - ETA: 14s - loss: 585.9526 - logits_profile_predictions_loss: 573.2026 - logcount_predictions_loss: 0.3911 3050/3099 [============================>.] - ETA: 14s - loss: 585.9950 - logits_profile_predictions_loss: 573.2437 - logcount_predictions_loss: 0.3912 3051/3099 [============================>.] - ETA: 14s - loss: 585.9785 - logits_profile_predictions_loss: 573.2249 - logcount_predictions_loss: 0.3912 3052/3099 [============================>.] - ETA: 13s - loss: 585.9880 - logits_profile_predictions_loss: 573.2339 - logcount_predictions_loss: 0.3912 3053/3099 [============================>.] - ETA: 13s - loss: 586.0212 - logits_profile_predictions_loss: 573.2658 - logcount_predictions_loss: 0.3913 3054/3099 [============================>.] - ETA: 13s - loss: 585.9913 - logits_profile_predictions_loss: 573.2335 - logcount_predictions_loss: 0.3914 3055/3099 [============================>.] - ETA: 13s - loss: 585.9796 - logits_profile_predictions_loss: 573.2231 - logcount_predictions_loss: 0.3913 3056/3099 [============================>.] - ETA: 12s - loss: 585.9780 - logits_profile_predictions_loss: 573.2225 - logcount_predictions_loss: 0.3913 3057/3099 [============================>.] - ETA: 12s - loss: 585.9980 - logits_profile_predictions_loss: 573.2437 - logcount_predictions_loss: 0.3913 3058/3099 [============================>.] - ETA: 12s - loss: 586.0010 - logits_profile_predictions_loss: 573.2476 - logcount_predictions_loss: 0.3912 3059/3099 [============================>.] - ETA: 11s - loss: 585.9963 - logits_profile_predictions_loss: 573.2435 - logcount_predictions_loss: 0.3912 3060/3099 [============================>.] - ETA: 11s - loss: 585.9662 - logits_profile_predictions_loss: 573.2133 - logcount_predictions_loss: 0.3912 3061/3099 [============================>.] - ETA: 11s - loss: 586.0081 - logits_profile_predictions_loss: 573.2553 - logcount_predictions_loss: 0.3912 3062/3099 [============================>.] - ETA: 10s - loss: 586.0220 - logits_profile_predictions_loss: 573.2686 - logcount_predictions_loss: 0.3912 3063/3099 [============================>.] - ETA: 10s - loss: 586.0003 - logits_profile_predictions_loss: 573.2468 - logcount_predictions_loss: 0.3912 3064/3099 [============================>.] - ETA: 10s - loss: 585.9883 - logits_profile_predictions_loss: 573.2347 - logcount_predictions_loss: 0.3912 3065/3099 [============================>.] - ETA: 10s - loss: 585.9990 - logits_profile_predictions_loss: 573.2461 - logcount_predictions_loss: 0.3912 3066/3099 [============================>.] - ETA: 9s - loss: 586.0028 - logits_profile_predictions_loss: 573.2501 - logcount_predictions_loss: 0.3912  3067/3099 [============================>.] - ETA: 9s - loss: 585.9968 - logits_profile_predictions_loss: 573.2449 - logcount_predictions_loss: 0.3912 3068/3099 [============================>.] - ETA: 9s - loss: 586.0427 - logits_profile_predictions_loss: 573.2915 - logcount_predictions_loss: 0.3912 3069/3099 [============================>.] - ETA: 8s - loss: 586.0464 - logits_profile_predictions_loss: 573.2956 - logcount_predictions_loss: 0.3911 3070/3099 [============================>.] - ETA: 8s - loss: 586.0434 - logits_profile_predictions_loss: 573.2927 - logcount_predictions_loss: 0.3911 3071/3099 [============================>.] - ETA: 8s - loss: 586.0377 - logits_profile_predictions_loss: 573.2863 - logcount_predictions_loss: 0.3912 3072/3099 [============================>.] - ETA: 8s - loss: 586.0403 - logits_profile_predictions_loss: 573.2846 - logcount_predictions_loss: 0.3913 3073/3099 [============================>.] - ETA: 7s - loss: 586.0480 - logits_profile_predictions_loss: 573.2920 - logcount_predictions_loss: 0.3913 3074/3099 [============================>.] - ETA: 7s - loss: 586.0246 - logits_profile_predictions_loss: 573.2696 - logcount_predictions_loss: 0.3913 3075/3099 [============================>.] - ETA: 7s - loss: 586.0098 - logits_profile_predictions_loss: 573.2550 - logcount_predictions_loss: 0.3913 3076/3099 [============================>.] - ETA: 6s - loss: 586.0268 - logits_profile_predictions_loss: 573.2718 - logcount_predictions_loss: 0.3913 3077/3099 [============================>.] - ETA: 6s - loss: 586.0277 - logits_profile_predictions_loss: 573.2714 - logcount_predictions_loss: 0.3913 3078/3099 [============================>.] - ETA: 6s - loss: 586.0373 - logits_profile_predictions_loss: 573.2804 - logcount_predictions_loss: 0.3913 3079/3099 [============================>.] - ETA: 5s - loss: 586.0484 - logits_profile_predictions_loss: 573.2922 - logcount_predictions_loss: 0.3913 3080/3099 [============================>.] - ETA: 5s - loss: 586.0237 - logits_profile_predictions_loss: 573.2681 - logcount_predictions_loss: 0.3913 3081/3099 [============================>.] - ETA: 5s - loss: 586.0175 - logits_profile_predictions_loss: 573.2631 - logcount_predictions_loss: 0.3913 3082/3099 [============================>.] - ETA: 5s - loss: 585.9940 - logits_profile_predictions_loss: 573.2393 - logcount_predictions_loss: 0.3913 3083/3099 [============================>.] - ETA: 4s - loss: 585.9741 - logits_profile_predictions_loss: 573.2202 - logcount_predictions_loss: 0.3912 3084/3099 [============================>.] - ETA: 4s - loss: 585.9747 - logits_profile_predictions_loss: 573.2209 - logcount_predictions_loss: 0.3912 3085/3099 [============================>.] - ETA: 4s - loss: 586.0062 - logits_profile_predictions_loss: 573.2522 - logcount_predictions_loss: 0.3912 3086/3099 [============================>.] - ETA: 3s - loss: 585.9907 - logits_profile_predictions_loss: 573.2382 - logcount_predictions_loss: 0.3912 3087/3099 [============================>.] - ETA: 3s - loss: 585.9704 - logits_profile_predictions_loss: 573.2172 - logcount_predictions_loss: 0.3912 3088/3099 [============================>.] - ETA: 3s - loss: 585.9785 - logits_profile_predictions_loss: 573.2250 - logcount_predictions_loss: 0.3912 3089/3099 [============================>.] - ETA: 2s - loss: 585.9569 - logits_profile_predictions_loss: 573.2059 - logcount_predictions_loss: 0.3911 3090/3099 [============================>.] - ETA: 2s - loss: 585.9858 - logits_profile_predictions_loss: 573.2339 - logcount_predictions_loss: 0.3912 3091/3099 [============================>.] - ETA: 2s - loss: 586.0179 - logits_profile_predictions_loss: 573.2650 - logcount_predictions_loss: 0.3912 3092/3099 [============================>.] - ETA: 2s - loss: 586.0118 - logits_profile_predictions_loss: 573.2558 - logcount_predictions_loss: 0.3913 3093/3099 [============================>.] - ETA: 1s - loss: 586.0248 - logits_profile_predictions_loss: 573.2682 - logcount_predictions_loss: 0.3913 3094/3099 [============================>.] - ETA: 1s - loss: 585.9883 - logits_profile_predictions_loss: 573.2332 - logcount_predictions_loss: 0.3913 3095/3099 [============================>.] - ETA: 1s - loss: 586.0147 - logits_profile_predictions_loss: 573.2583 - logcount_predictions_loss: 0.3913 3096/3099 [============================>.] - ETA: 0s - loss: 586.0156 - logits_profile_predictions_loss: 573.2600 - logcount_predictions_loss: 0.3913 3097/3099 [============================>.] - ETA: 0s - loss: 586.0285 - logits_profile_predictions_loss: 573.2741 - logcount_predictions_loss: 0.3913 3098/3099 [============================>.] - ETA: 0s - loss: 586.0341 - logits_profile_predictions_loss: 573.2793 - logcount_predictions_loss: 0.3913 3099/3099 [==============================] - ETA: 0s - loss: 586.0579 - logits_profile_predictions_loss: 573.2969 - logcount_predictions_loss: 0.3915 Epoch 10: val_loss did not improve from 613.37720  3099/3099 [==============================] - 956s 309ms/step - loss: 586.0579 - logits_profile_predictions_loss: 573.2969 - logcount_predictions_loss: 0.3915 - val_loss: 613.8978 - val_logits_profile_predictions_loss: 598.5721 - val_logcount_predictions_loss: 0.4701 Epoch 11/50 1/3099 [..............................] - ETA: 16:00 - loss: 666.0155 - logits_profile_predictions_loss: 657.4932 - logcount_predictions_loss: 0.2614 2/3099 [..............................] - ETA: 15:13 - loss: 652.6731 - logits_profile_predictions_loss: 642.3641 - logcount_predictions_loss: 0.3162 3/3099 [..............................] - ETA: 15:14 - loss: 623.2942 - logits_profile_predictions_loss: 612.8979 - logcount_predictions_loss: 0.3189 4/3099 [..............................] - ETA: 15:13 - loss: 598.9177 - logits_profile_predictions_loss: 588.5922 - logcount_predictions_loss: 0.3167 5/3099 [..............................] - ETA: 15:14 - loss: 585.1580 - logits_profile_predictions_loss: 574.6447 - logcount_predictions_loss: 0.3225 6/3099 [..............................] - ETA: 15:13 - loss: 586.2737 - logits_profile_predictions_loss: 575.0677 - logcount_predictions_loss: 0.3437 7/3099 [..............................] - ETA: 15:13 - loss: 589.1664 - logits_profile_predictions_loss: 577.8883 - logcount_predictions_loss: 0.3460 8/3099 [..............................] - ETA: 15:13 - loss: 582.1846 - logits_profile_predictions_loss: 570.0888 - logcount_predictions_loss: 0.3710 9/3099 [..............................] - ETA: 15:12 - loss: 590.1118 - logits_profile_predictions_loss: 578.1261 - logcount_predictions_loss: 0.3677 10/3099 [..............................] - ETA: 15:12 - loss: 591.1981 - logits_profile_predictions_loss: 579.3058 - logcount_predictions_loss: 0.3648 11/3099 [..............................] - ETA: 15:12 - loss: 583.5953 - logits_profile_predictions_loss: 571.6141 - logcount_predictions_loss: 0.3675 12/3099 [..............................] - ETA: 15:12 - loss: 585.7299 - logits_profile_predictions_loss: 573.4492 - logcount_predictions_loss: 0.3767 13/3099 [..............................] - ETA: 15:12 - loss: 579.7310 - logits_profile_predictions_loss: 567.7448 - logcount_predictions_loss: 0.3677 14/3099 [..............................] - ETA: 15:12 - loss: 580.9639 - logits_profile_predictions_loss: 569.1207 - logcount_predictions_loss: 0.3633 15/3099 [..............................] - ETA: 15:11 - loss: 581.2654 - logits_profile_predictions_loss: 569.4935 - logcount_predictions_loss: 0.3611 16/3099 [..............................] - ETA: 15:11 - loss: 580.5901 - logits_profile_predictions_loss: 568.1696 - logcount_predictions_loss: 0.3810 17/3099 [..............................] - ETA: 15:11 - loss: 580.4196 - logits_profile_predictions_loss: 567.9186 - logcount_predictions_loss: 0.3835 18/3099 [..............................] - ETA: 15:10 - loss: 586.4763 - logits_profile_predictions_loss: 573.9239 - logcount_predictions_loss: 0.3850 19/3099 [..............................] - ETA: 15:10 - loss: 581.6985 - logits_profile_predictions_loss: 568.8324 - logcount_predictions_loss: 0.3947 20/3099 [..............................] - ETA: 15:10 - loss: 582.1551 - logits_profile_predictions_loss: 569.3383 - logcount_predictions_loss: 0.3932 21/3099 [..............................] - ETA: 15:09 - loss: 582.9193 - logits_profile_predictions_loss: 570.2521 - logcount_predictions_loss: 0.3886 22/3099 [..............................] - ETA: 15:09 - loss: 584.7953 - logits_profile_predictions_loss: 572.1620 - logcount_predictions_loss: 0.3875 23/3099 [..............................] - ETA: 15:09 - loss: 585.3798 - logits_profile_predictions_loss: 572.8683 - logcount_predictions_loss: 0.3838 24/3099 [..............................] - ETA: 15:09 - loss: 583.4330 - logits_profile_predictions_loss: 571.0561 - logcount_predictions_loss: 0.3797 25/3099 [..............................] - ETA: 15:09 - loss: 583.3379 - logits_profile_predictions_loss: 570.8803 - logcount_predictions_loss: 0.3821 26/3099 [..............................] - ETA: 15:08 - loss: 583.9260 - logits_profile_predictions_loss: 571.5406 - logcount_predictions_loss: 0.3799 27/3099 [..............................] - ETA: 15:08 - loss: 585.3731 - logits_profile_predictions_loss: 573.0462 - logcount_predictions_loss: 0.3781 28/3099 [..............................] - ETA: 15:07 - loss: 584.1301 - logits_profile_predictions_loss: 571.7816 - logcount_predictions_loss: 0.3788 29/3099 [..............................] - ETA: 15:07 - loss: 582.4976 - logits_profile_predictions_loss: 570.0956 - logcount_predictions_loss: 0.3804 30/3099 [..............................] - ETA: 15:07 - loss: 580.5300 - logits_profile_predictions_loss: 568.1658 - logcount_predictions_loss: 0.3793 31/3099 [..............................] - ETA: 15:06 - loss: 579.1970 - logits_profile_predictions_loss: 566.8868 - logcount_predictions_loss: 0.3776 32/3099 [..............................] - ETA: 15:06 - loss: 576.1025 - logits_profile_predictions_loss: 563.8542 - logcount_predictions_loss: 0.3757 33/3099 [..............................] - ETA: 15:06 - loss: 578.5002 - logits_profile_predictions_loss: 566.1895 - logcount_predictions_loss: 0.3776 34/3099 [..............................] - ETA: 15:05 - loss: 579.9366 - logits_profile_predictions_loss: 567.6147 - logcount_predictions_loss: 0.3780 35/3099 [..............................] - ETA: 15:05 - loss: 581.6138 - logits_profile_predictions_loss: 569.2744 - logcount_predictions_loss: 0.3785 36/3099 [..............................] - ETA: 15:05 - loss: 582.1238 - logits_profile_predictions_loss: 569.8714 - logcount_predictions_loss: 0.3758 37/3099 [..............................] - ETA: 15:04 - loss: 581.1897 - logits_profile_predictions_loss: 569.0499 - logcount_predictions_loss: 0.3724 38/3099 [..............................] - ETA: 15:04 - loss: 579.9829 - logits_profile_predictions_loss: 567.8923 - logcount_predictions_loss: 0.3709 39/3099 [..............................] - ETA: 15:04 - loss: 582.2044 - logits_profile_predictions_loss: 569.9979 - logcount_predictions_loss: 0.3744 40/3099 [..............................] - ETA: 15:03 - loss: 580.0068 - logits_profile_predictions_loss: 567.8381 - logcount_predictions_loss: 0.3733 41/3099 [..............................] - ETA: 15:03 - loss: 578.4241 - logits_profile_predictions_loss: 566.2471 - logcount_predictions_loss: 0.3735 42/3099 [..............................] - ETA: 15:03 - loss: 577.4748 - logits_profile_predictions_loss: 565.3252 - logcount_predictions_loss: 0.3727 43/3099 [..............................] - ETA: 15:02 - loss: 578.8417 - logits_profile_predictions_loss: 566.6414 - logcount_predictions_loss: 0.3742 44/3099 [..............................] - ETA: 15:02 - loss: 578.8857 - logits_profile_predictions_loss: 566.6653 - logcount_predictions_loss: 0.3749 45/3099 [..............................] - ETA: 15:02 - loss: 579.3472 - logits_profile_predictions_loss: 567.0491 - logcount_predictions_loss: 0.3772 46/3099 [..............................] - ETA: 15:02 - loss: 580.2644 - logits_profile_predictions_loss: 567.8643 - logcount_predictions_loss: 0.3804 47/3099 [..............................] - ETA: 15:01 - loss: 581.8995 - logits_profile_predictions_loss: 569.2883 - logcount_predictions_loss: 0.3868 48/3099 [..............................] - ETA: 15:01 - loss: 581.7161 - logits_profile_predictions_loss: 569.1744 - logcount_predictions_loss: 0.3847 49/3099 [..............................] - ETA: 15:01 - loss: 581.9607 - logits_profile_predictions_loss: 569.5236 - logcount_predictions_loss: 0.3815 50/3099 [..............................] - ETA: 15:00 - loss: 582.5306 - logits_profile_predictions_loss: 570.1343 - logcount_predictions_loss: 0.3803 51/3099 [..............................] - ETA: 15:00 - loss: 582.4703 - logits_profile_predictions_loss: 570.0703 - logcount_predictions_loss: 0.3804 52/3099 [..............................] - ETA: 15:01 - loss: 580.6038 - logits_profile_predictions_loss: 568.2127 - logcount_predictions_loss: 0.3801 53/3099 [..............................] - ETA: 15:01 - loss: 580.0077 - logits_profile_predictions_loss: 567.6363 - logcount_predictions_loss: 0.3795 54/3099 [..............................] - ETA: 15:01 - loss: 580.9252 - logits_profile_predictions_loss: 568.6083 - logcount_predictions_loss: 0.3778 55/3099 [..............................] - ETA: 15:00 - loss: 581.5435 - logits_profile_predictions_loss: 569.1970 - logcount_predictions_loss: 0.3787 56/3099 [..............................] - ETA: 15:00 - loss: 581.7463 - logits_profile_predictions_loss: 569.4348 - logcount_predictions_loss: 0.3777 57/3099 [..............................] - ETA: 14:59 - loss: 581.3582 - logits_profile_predictions_loss: 569.0619 - logcount_predictions_loss: 0.3772 58/3099 [..............................] - ETA: 14:59 - loss: 582.3901 - logits_profile_predictions_loss: 570.1062 - logcount_predictions_loss: 0.3768 59/3099 [..............................] - ETA: 14:59 - loss: 582.4475 - logits_profile_predictions_loss: 570.1419 - logcount_predictions_loss: 0.3775 60/3099 [..............................] - ETA: 14:59 - loss: 581.5792 - logits_profile_predictions_loss: 569.2701 - logcount_predictions_loss: 0.3776 61/3099 [..............................] - ETA: 14:58 - loss: 582.1624 - logits_profile_predictions_loss: 569.8160 - logcount_predictions_loss: 0.3787 62/3099 [..............................] - ETA: 14:58 - loss: 580.9038 - logits_profile_predictions_loss: 568.5877 - logcount_predictions_loss: 0.3778 63/3099 [..............................] - ETA: 14:58 - loss: 581.2391 - logits_profile_predictions_loss: 569.0056 - logcount_predictions_loss: 0.3753 64/3099 [..............................] - ETA: 14:57 - loss: 582.3632 - logits_profile_predictions_loss: 570.1201 - logcount_predictions_loss: 0.3756 65/3099 [..............................] - ETA: 14:57 - loss: 582.2643 - logits_profile_predictions_loss: 570.0314 - logcount_predictions_loss: 0.3752 66/3099 [..............................] - ETA: 14:57 - loss: 581.2130 - logits_profile_predictions_loss: 568.9691 - logcount_predictions_loss: 0.3756 67/3099 [..............................] - ETA: 14:56 - loss: 580.0444 - 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logits_profile_predictions_loss: 570.9515 - logcount_predictions_loss: 0.3704 510/3099 [===>..........................] - ETA: 12:46 - loss: 582.9795 - logits_profile_predictions_loss: 570.9142 - logcount_predictions_loss: 0.3701 511/3099 [===>..........................] - ETA: 12:46 - loss: 582.9433 - logits_profile_predictions_loss: 570.8781 - logcount_predictions_loss: 0.3701 512/3099 [===>..........................] - ETA: 12:45 - loss: 582.8915 - logits_profile_predictions_loss: 570.8281 - logcount_predictions_loss: 0.3700 513/3099 [===>..........................] - ETA: 12:45 - loss: 582.8447 - logits_profile_predictions_loss: 570.7770 - logcount_predictions_loss: 0.3702 514/3099 [===>..........................] - ETA: 12:45 - loss: 582.7837 - logits_profile_predictions_loss: 570.7249 - logcount_predictions_loss: 0.3699 515/3099 [===>..........................] - ETA: 12:44 - loss: 582.6196 - logits_profile_predictions_loss: 570.5643 - logcount_predictions_loss: 0.3698 516/3099 [===>..........................] - ETA: 12:44 - loss: 582.5547 - logits_profile_predictions_loss: 570.4999 - logcount_predictions_loss: 0.3698 517/3099 [====>.........................] - ETA: 12:44 - loss: 582.4819 - logits_profile_predictions_loss: 570.4319 - logcount_predictions_loss: 0.3696 518/3099 [====>.........................] - ETA: 12:44 - loss: 582.5764 - logits_profile_predictions_loss: 570.5256 - logcount_predictions_loss: 0.3697 519/3099 [====>.........................] - ETA: 12:43 - loss: 582.6105 - logits_profile_predictions_loss: 570.5434 - logcount_predictions_loss: 0.3702 520/3099 [====>.........................] - ETA: 12:43 - loss: 582.4960 - logits_profile_predictions_loss: 570.4283 - logcount_predictions_loss: 0.3702 521/3099 [====>.........................] - ETA: 12:43 - loss: 582.5506 - logits_profile_predictions_loss: 570.4812 - logcount_predictions_loss: 0.3702 522/3099 [====>.........................] - ETA: 12:42 - loss: 582.6017 - 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[====>.........................] - ETA: 12:40 - loss: 582.7783 - logits_profile_predictions_loss: 570.7089 - logcount_predictions_loss: 0.3702 530/3099 [====>.........................] - ETA: 12:40 - loss: 582.8817 - logits_profile_predictions_loss: 570.7991 - logcount_predictions_loss: 0.3706 531/3099 [====>.........................] - ETA: 12:40 - loss: 582.9003 - logits_profile_predictions_loss: 570.8143 - logcount_predictions_loss: 0.3707 532/3099 [====>.........................] - ETA: 12:39 - loss: 582.7809 - logits_profile_predictions_loss: 570.6879 - logcount_predictions_loss: 0.3710 533/3099 [====>.........................] - ETA: 12:39 - loss: 582.6851 - logits_profile_predictions_loss: 570.5924 - logcount_predictions_loss: 0.3709 534/3099 [====>.........................] - ETA: 12:39 - loss: 582.7755 - logits_profile_predictions_loss: 570.6852 - logcount_predictions_loss: 0.3709 535/3099 [====>.........................] - ETA: 12:38 - loss: 582.6868 - 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[====>.........................] - ETA: 12:29 - loss: 581.8310 - logits_profile_predictions_loss: 569.7326 - logcount_predictions_loss: 0.3711 569/3099 [====>.........................] - ETA: 12:28 - loss: 581.7834 - logits_profile_predictions_loss: 569.6873 - logcount_predictions_loss: 0.3710 570/3099 [====>.........................] - ETA: 12:28 - loss: 581.6869 - logits_profile_predictions_loss: 569.5919 - logcount_predictions_loss: 0.3710 571/3099 [====>.........................] - ETA: 12:28 - loss: 581.6313 - logits_profile_predictions_loss: 569.5273 - logcount_predictions_loss: 0.3713 572/3099 [====>.........................] - ETA: 12:27 - loss: 581.6047 - logits_profile_predictions_loss: 569.4992 - logcount_predictions_loss: 0.3713 573/3099 [====>.........................] - ETA: 12:27 - loss: 581.6775 - logits_profile_predictions_loss: 569.5756 - logcount_predictions_loss: 0.3712 574/3099 [====>.........................] - ETA: 12:27 - loss: 581.7414 - logits_profile_predictions_loss: 569.6257 - logcount_predictions_loss: 0.3716 575/3099 [====>.........................] - ETA: 12:27 - loss: 581.8418 - logits_profile_predictions_loss: 569.7255 - logcount_predictions_loss: 0.3717 576/3099 [====>.........................] - ETA: 12:26 - loss: 581.7325 - logits_profile_predictions_loss: 569.6101 - logcount_predictions_loss: 0.3719 577/3099 [====>.........................] - ETA: 12:26 - loss: 581.7054 - logits_profile_predictions_loss: 569.5800 - logcount_predictions_loss: 0.3719 578/3099 [====>.........................] - ETA: 12:26 - loss: 581.8255 - logits_profile_predictions_loss: 569.7001 - logcount_predictions_loss: 0.3719 579/3099 [====>.........................] - ETA: 12:25 - loss: 581.7467 - logits_profile_predictions_loss: 569.6226 - logcount_predictions_loss: 0.3719 580/3099 [====>.........................] - ETA: 12:25 - loss: 581.7934 - logits_profile_predictions_loss: 569.6635 - logcount_predictions_loss: 0.3721 581/3099 [====>.........................] - ETA: 12:25 - loss: 581.8484 - logits_profile_predictions_loss: 569.7267 - logcount_predictions_loss: 0.3718 582/3099 [====>.........................] - ETA: 12:24 - loss: 581.8152 - logits_profile_predictions_loss: 569.6879 - logcount_predictions_loss: 0.3720 583/3099 [====>.........................] - ETA: 12:24 - loss: 581.6949 - logits_profile_predictions_loss: 569.5595 - logcount_predictions_loss: 0.3723 584/3099 [====>.........................] - ETA: 12:24 - loss: 581.7098 - logits_profile_predictions_loss: 569.5748 - logcount_predictions_loss: 0.3722 585/3099 [====>.........................] - ETA: 12:24 - loss: 581.6647 - logits_profile_predictions_loss: 569.5347 - logcount_predictions_loss: 0.3721 586/3099 [====>.........................] - ETA: 12:23 - loss: 581.5797 - logits_profile_predictions_loss: 569.4511 - logcount_predictions_loss: 0.3720 587/3099 [====>.........................] - ETA: 12:23 - loss: 581.7001 - logits_profile_predictions_loss: 569.5607 - logcount_predictions_loss: 0.3724 588/3099 [====>.........................] - ETA: 12:23 - loss: 581.6884 - logits_profile_predictions_loss: 569.5490 - logcount_predictions_loss: 0.3724 589/3099 [====>.........................] - ETA: 12:22 - loss: 581.8155 - logits_profile_predictions_loss: 569.6729 - logcount_predictions_loss: 0.3725 590/3099 [====>.........................] - ETA: 12:22 - loss: 581.7726 - logits_profile_predictions_loss: 569.6331 - logcount_predictions_loss: 0.3724 591/3099 [====>.........................] - ETA: 12:22 - loss: 581.8852 - logits_profile_predictions_loss: 569.7449 - logcount_predictions_loss: 0.3724 592/3099 [====>.........................] - ETA: 12:22 - loss: 581.7968 - logits_profile_predictions_loss: 569.6572 - logcount_predictions_loss: 0.3724 593/3099 [====>.........................] - ETA: 12:21 - loss: 581.8389 - logits_profile_predictions_loss: 569.6910 - logcount_predictions_loss: 0.3726 594/3099 [====>.........................] - ETA: 12:21 - loss: 581.8678 - logits_profile_predictions_loss: 569.7172 - logcount_predictions_loss: 0.3727 595/3099 [====>.........................] - ETA: 12:21 - loss: 581.8665 - logits_profile_predictions_loss: 569.7178 - logcount_predictions_loss: 0.3727 596/3099 [====>.........................] - ETA: 12:20 - loss: 581.9142 - logits_profile_predictions_loss: 569.7729 - logcount_predictions_loss: 0.3724 597/3099 [====>.........................] - ETA: 12:20 - loss: 581.7756 - logits_profile_predictions_loss: 569.6365 - logcount_predictions_loss: 0.3724 598/3099 [====>.........................] - ETA: 12:20 - loss: 581.7730 - logits_profile_predictions_loss: 569.6285 - logcount_predictions_loss: 0.3725 599/3099 [====>.........................] - ETA: 12:19 - loss: 582.0326 - logits_profile_predictions_loss: 569.8789 - logcount_predictions_loss: 0.3728 600/3099 [====>.........................] - ETA: 12:19 - loss: 582.1617 - 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[============================>.] - ETA: 10s - loss: 582.8101 - logits_profile_predictions_loss: 570.4957 - logcount_predictions_loss: 0.3777 3065/3099 [============================>.] - ETA: 10s - loss: 582.7776 - logits_profile_predictions_loss: 570.4628 - logcount_predictions_loss: 0.3777 3066/3099 [============================>.] - ETA: 9s - loss: 582.7955 - logits_profile_predictions_loss: 570.4807 - logcount_predictions_loss: 0.3777  3067/3099 [============================>.] - ETA: 9s - loss: 582.7889 - logits_profile_predictions_loss: 570.4728 - logcount_predictions_loss: 0.3778 3068/3099 [============================>.] - ETA: 9s - loss: 582.7875 - logits_profile_predictions_loss: 570.4713 - logcount_predictions_loss: 0.3778 3069/3099 [============================>.] - ETA: 8s - loss: 582.8027 - logits_profile_predictions_loss: 570.4866 - logcount_predictions_loss: 0.3778 3070/3099 [============================>.] - ETA: 8s - loss: 582.7930 - logits_profile_predictions_loss: 570.4768 - logcount_predictions_loss: 0.3778 3071/3099 [============================>.] - ETA: 8s - loss: 582.8035 - logits_profile_predictions_loss: 570.4883 - logcount_predictions_loss: 0.3778 3072/3099 [============================>.] - ETA: 8s - loss: 582.7752 - logits_profile_predictions_loss: 570.4581 - logcount_predictions_loss: 0.3778 3073/3099 [============================>.] - ETA: 7s - loss: 582.7790 - logits_profile_predictions_loss: 570.4622 - logcount_predictions_loss: 0.3778 3074/3099 [============================>.] - ETA: 7s - loss: 582.7643 - logits_profile_predictions_loss: 570.4485 - logcount_predictions_loss: 0.3778 3075/3099 [============================>.] - ETA: 7s - loss: 582.7646 - logits_profile_predictions_loss: 570.4491 - logcount_predictions_loss: 0.3778 3076/3099 [============================>.] - ETA: 6s - loss: 582.7498 - logits_profile_predictions_loss: 570.4349 - logcount_predictions_loss: 0.3777 3077/3099 [============================>.] - ETA: 6s - loss: 582.7424 - logits_profile_predictions_loss: 570.4289 - logcount_predictions_loss: 0.3777 3078/3099 [============================>.] - ETA: 6s - loss: 582.7355 - logits_profile_predictions_loss: 570.4222 - logcount_predictions_loss: 0.3777 3079/3099 [============================>.] - ETA: 5s - loss: 582.7179 - logits_profile_predictions_loss: 570.4045 - logcount_predictions_loss: 0.3777 3080/3099 [============================>.] - ETA: 5s - loss: 582.7139 - logits_profile_predictions_loss: 570.4009 - logcount_predictions_loss: 0.3777 3081/3099 [============================>.] - ETA: 5s - loss: 582.7114 - logits_profile_predictions_loss: 570.3981 - logcount_predictions_loss: 0.3777 3082/3099 [============================>.] - ETA: 5s - loss: 582.7326 - logits_profile_predictions_loss: 570.4188 - logcount_predictions_loss: 0.3777 3083/3099 [============================>.] - ETA: 4s - loss: 582.7153 - logits_profile_predictions_loss: 570.4015 - logcount_predictions_loss: 0.3777 3084/3099 [============================>.] - ETA: 4s - loss: 582.7014 - logits_profile_predictions_loss: 570.3887 - logcount_predictions_loss: 0.3777 3085/3099 [============================>.] - ETA: 4s - loss: 582.7004 - logits_profile_predictions_loss: 570.3882 - logcount_predictions_loss: 0.3777 3086/3099 [============================>.] - ETA: 3s - loss: 582.6899 - logits_profile_predictions_loss: 570.3785 - logcount_predictions_loss: 0.3776 3087/3099 [============================>.] - ETA: 3s - loss: 582.6971 - logits_profile_predictions_loss: 570.3863 - logcount_predictions_loss: 0.3776 3088/3099 [============================>.] - ETA: 3s - loss: 582.6924 - logits_profile_predictions_loss: 570.3808 - logcount_predictions_loss: 0.3777 3089/3099 [============================>.] - ETA: 2s - loss: 582.7179 - logits_profile_predictions_loss: 570.4053 - logcount_predictions_loss: 0.3777 3090/3099 [============================>.] - ETA: 2s - loss: 582.6872 - logits_profile_predictions_loss: 570.3751 - logcount_predictions_loss: 0.3777 3091/3099 [============================>.] - ETA: 2s - loss: 582.6805 - logits_profile_predictions_loss: 570.3680 - logcount_predictions_loss: 0.3777 3092/3099 [============================>.] - ETA: 2s - loss: 582.6666 - logits_profile_predictions_loss: 570.3549 - logcount_predictions_loss: 0.3777 3093/3099 [============================>.] - ETA: 1s - loss: 582.6602 - logits_profile_predictions_loss: 570.3482 - logcount_predictions_loss: 0.3777 3094/3099 [============================>.] - ETA: 1s - loss: 582.6520 - logits_profile_predictions_loss: 570.3403 - logcount_predictions_loss: 0.3777 3095/3099 [============================>.] - ETA: 1s - loss: 582.6752 - logits_profile_predictions_loss: 570.3621 - logcount_predictions_loss: 0.3777 3096/3099 [============================>.] - ETA: 0s - loss: 582.6835 - logits_profile_predictions_loss: 570.3700 - logcount_predictions_loss: 0.3777 3097/3099 [============================>.] - ETA: 0s - loss: 582.6648 - logits_profile_predictions_loss: 570.3507 - logcount_predictions_loss: 0.3777 3098/3099 [============================>.] - ETA: 0s - loss: 582.6704 - logits_profile_predictions_loss: 570.3550 - logcount_predictions_loss: 0.3778 3099/3099 [==============================] - ETA: 0s - loss: 582.6880 - logits_profile_predictions_loss: 570.3734 - logcount_predictions_loss: 0.3777 Epoch 11: val_loss improved from 613.37720 to 612.85516, saving model to /oak/stanford/groups/akundaje/projects/neuro-variants/chrombpnet_models/roussos_2024/K562_bias/roussos_2024.PBS/fold_4/models/chrombpnet.h5  3099/3099 [==============================] - 958s 309ms/step - loss: 582.6880 - logits_profile_predictions_loss: 570.3734 - logcount_predictions_loss: 0.3777 - val_loss: 612.8552 - val_logits_profile_predictions_loss: 598.4062 - val_logcount_predictions_loss: 0.4432 Epoch 12/50 1/3099 [..............................] - ETA: 16:16 - loss: 589.1332 - logits_profile_predictions_loss: 573.9464 - logcount_predictions_loss: 0.4659 2/3099 [..............................] - ETA: 15:11 - loss: 599.9661 - logits_profile_predictions_loss: 588.5908 - logcount_predictions_loss: 0.3489 3/3099 [..............................] - ETA: 15:11 - loss: 606.2355 - logits_profile_predictions_loss: 593.4544 - logcount_predictions_loss: 0.3921 4/3099 [..............................] - ETA: 15:12 - loss: 586.2380 - logits_profile_predictions_loss: 574.5448 - logcount_predictions_loss: 0.3587 5/3099 [..............................] - ETA: 15:12 - loss: 596.0845 - logits_profile_predictions_loss: 584.1959 - logcount_predictions_loss: 0.3647 6/3099 [..............................] - ETA: 15:11 - loss: 605.1135 - logits_profile_predictions_loss: 592.9875 - logcount_predictions_loss: 0.3720 7/3099 [..............................] - ETA: 15:11 - loss: 604.6735 - logits_profile_predictions_loss: 591.6959 - logcount_predictions_loss: 0.3981 8/3099 [..............................] - ETA: 15:10 - loss: 614.6874 - logits_profile_predictions_loss: 601.3789 - logcount_predictions_loss: 0.4082 9/3099 [..............................] - ETA: 15:10 - loss: 603.2288 - logits_profile_predictions_loss: 590.2994 - logcount_predictions_loss: 0.3966 10/3099 [..............................] - ETA: 15:10 - loss: 598.7134 - logits_profile_predictions_loss: 586.1506 - logcount_predictions_loss: 0.3854 11/3099 [..............................] - ETA: 15:10 - loss: 597.2221 - logits_profile_predictions_loss: 584.0934 - logcount_predictions_loss: 0.4027 12/3099 [..............................] - ETA: 15:10 - loss: 598.0443 - logits_profile_predictions_loss: 584.6450 - logcount_predictions_loss: 0.4110 13/3099 [..............................] - ETA: 15:09 - loss: 597.0234 - logits_profile_predictions_loss: 583.5988 - logcount_predictions_loss: 0.4118 14/3099 [..............................] - ETA: 15:09 - loss: 598.7387 - logits_profile_predictions_loss: 585.2466 - logcount_predictions_loss: 0.4139 15/3099 [..............................] - ETA: 15:09 - loss: 595.5598 - logits_profile_predictions_loss: 582.1041 - logcount_predictions_loss: 0.4128 16/3099 [..............................] - ETA: 15:08 - loss: 596.6746 - logits_profile_predictions_loss: 583.2796 - logcount_predictions_loss: 0.4109 17/3099 [..............................] - ETA: 15:08 - loss: 591.8663 - logits_profile_predictions_loss: 577.5621 - logcount_predictions_loss: 0.4388 18/3099 [..............................] - ETA: 15:08 - loss: 596.8186 - logits_profile_predictions_loss: 582.6600 - logcount_predictions_loss: 0.4343 19/3099 [..............................] - ETA: 15:08 - loss: 594.1466 - logits_profile_predictions_loss: 580.1965 - logcount_predictions_loss: 0.4279 20/3099 [..............................] - ETA: 15:07 - loss: 591.4667 - logits_profile_predictions_loss: 577.5969 - logcount_predictions_loss: 0.4255 21/3099 [..............................] - ETA: 15:07 - loss: 592.5800 - logits_profile_predictions_loss: 578.7430 - logcount_predictions_loss: 0.4244 22/3099 [..............................] - ETA: 15:07 - loss: 594.3517 - logits_profile_predictions_loss: 580.5380 - logcount_predictions_loss: 0.4237 23/3099 [..............................] - ETA: 15:06 - loss: 591.8135 - logits_profile_predictions_loss: 578.0483 - logcount_predictions_loss: 0.4222 24/3099 [..............................] - ETA: 15:06 - loss: 599.4449 - logits_profile_predictions_loss: 585.7377 - logcount_predictions_loss: 0.4205 25/3099 [..............................] - ETA: 15:06 - loss: 601.1230 - logits_profile_predictions_loss: 587.3326 - logcount_predictions_loss: 0.4230 26/3099 [..............................] - ETA: 15:05 - loss: 604.3913 - logits_profile_predictions_loss: 590.4635 - logcount_predictions_loss: 0.4272 27/3099 [..............................] - ETA: 15:05 - loss: 601.7952 - logits_profile_predictions_loss: 587.7948 - logcount_predictions_loss: 0.4295 28/3099 [..............................] - ETA: 15:05 - loss: 600.3981 - logits_profile_predictions_loss: 586.4870 - logcount_predictions_loss: 0.4267 29/3099 [..............................] - ETA: 15:05 - loss: 603.0770 - logits_profile_predictions_loss: 589.2755 - logcount_predictions_loss: 0.4234 30/3099 [..............................] - ETA: 15:04 - loss: 602.7983 - logits_profile_predictions_loss: 588.9005 - logcount_predictions_loss: 0.4263 31/3099 [..............................] - ETA: 15:04 - loss: 602.8055 - logits_profile_predictions_loss: 588.8984 - logcount_predictions_loss: 0.4266 32/3099 [..............................] - ETA: 15:04 - loss: 601.6727 - logits_profile_predictions_loss: 587.7718 - logcount_predictions_loss: 0.4264 33/3099 [..............................] - ETA: 15:04 - loss: 598.7830 - logits_profile_predictions_loss: 584.8812 - logcount_predictions_loss: 0.4264 34/3099 [..............................] - ETA: 15:03 - loss: 598.2465 - logits_profile_predictions_loss: 584.4807 - logcount_predictions_loss: 0.4223 35/3099 [..............................] - ETA: 15:05 - loss: 599.9952 - logits_profile_predictions_loss: 586.2524 - logcount_predictions_loss: 0.4216 36/3099 [..............................] - ETA: 15:05 - loss: 600.3251 - logits_profile_predictions_loss: 586.7067 - logcount_predictions_loss: 0.4177 37/3099 [..............................] - ETA: 15:05 - loss: 599.5327 - logits_profile_predictions_loss: 585.9916 - logcount_predictions_loss: 0.4154 38/3099 [..............................] - ETA: 15:04 - loss: 599.0637 - logits_profile_predictions_loss: 585.6078 - logcount_predictions_loss: 0.4128 39/3099 [..............................] - ETA: 15:04 - loss: 599.3362 - logits_profile_predictions_loss: 585.8375 - logcount_predictions_loss: 0.4141 40/3099 [..............................] - ETA: 15:04 - loss: 597.9487 - logits_profile_predictions_loss: 584.5515 - logcount_predictions_loss: 0.4110 41/3099 [..............................] - ETA: 15:03 - loss: 596.8731 - logits_profile_predictions_loss: 583.4253 - logcount_predictions_loss: 0.4125 42/3099 [..............................] - ETA: 15:01 - loss: 596.3457 - logits_profile_predictions_loss: 582.8407 - logcount_predictions_loss: 0.4143 43/3099 [..............................] - ETA: 15:01 - loss: 594.2827 - logits_profile_predictions_loss: 580.8412 - logcount_predictions_loss: 0.4123 44/3099 [..............................] - ETA: 15:00 - loss: 592.1197 - logits_profile_predictions_loss: 578.7143 - logcount_predictions_loss: 0.4112 45/3099 [..............................] - ETA: 15:00 - loss: 590.9202 - logits_profile_predictions_loss: 577.5811 - logcount_predictions_loss: 0.4092 46/3099 [..............................] - ETA: 15:00 - loss: 592.4451 - logits_profile_predictions_loss: 579.0518 - logcount_predictions_loss: 0.4108 47/3099 [..............................] - ETA: 15:00 - loss: 590.5314 - logits_profile_predictions_loss: 577.1790 - logcount_predictions_loss: 0.4096 48/3099 [..............................] - ETA: 14:59 - loss: 592.3351 - logits_profile_predictions_loss: 579.0292 - logcount_predictions_loss: 0.4082 49/3099 [..............................] - ETA: 14:59 - loss: 593.5407 - logits_profile_predictions_loss: 580.2914 - logcount_predictions_loss: 0.4064 50/3099 [..............................] - ETA: 14:59 - loss: 595.9894 - logits_profile_predictions_loss: 582.7435 - logcount_predictions_loss: 0.4063 51/3099 [..............................] - ETA: 14:58 - loss: 597.0192 - logits_profile_predictions_loss: 583.7388 - logcount_predictions_loss: 0.4074 52/3099 [..............................] - ETA: 14:58 - loss: 596.5351 - logits_profile_predictions_loss: 583.3040 - logcount_predictions_loss: 0.4059 53/3099 [..............................] - ETA: 14:58 - loss: 595.8690 - 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[..............................] - ETA: 14:56 - loss: 593.8282 - logits_profile_predictions_loss: 580.8692 - logcount_predictions_loss: 0.3975 61/3099 [..............................] - ETA: 14:55 - loss: 593.5806 - logits_profile_predictions_loss: 580.6233 - logcount_predictions_loss: 0.3975 62/3099 [..............................] - ETA: 14:55 - loss: 593.8004 - logits_profile_predictions_loss: 580.8574 - logcount_predictions_loss: 0.3970 63/3099 [..............................] - ETA: 14:55 - loss: 592.9505 - logits_profile_predictions_loss: 579.9933 - logcount_predictions_loss: 0.3975 64/3099 [..............................] - ETA: 14:55 - loss: 591.9524 - logits_profile_predictions_loss: 579.0670 - logcount_predictions_loss: 0.3953 65/3099 [..............................] - ETA: 14:54 - loss: 593.6038 - logits_profile_predictions_loss: 580.6781 - logcount_predictions_loss: 0.3965 66/3099 [..............................] - ETA: 14:54 - loss: 594.4678 - 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[..............................] - ETA: 14:52 - loss: 592.3906 - logits_profile_predictions_loss: 579.7239 - logcount_predictions_loss: 0.3886 74/3099 [..............................] - ETA: 14:52 - loss: 592.2139 - logits_profile_predictions_loss: 579.5656 - logcount_predictions_loss: 0.3880 75/3099 [..............................] - ETA: 14:52 - loss: 592.0270 - logits_profile_predictions_loss: 579.3839 - logcount_predictions_loss: 0.3878 76/3099 [..............................] - ETA: 14:51 - loss: 591.1736 - logits_profile_predictions_loss: 578.5599 - logcount_predictions_loss: 0.3869 77/3099 [..............................] - ETA: 14:51 - loss: 591.5598 - logits_profile_predictions_loss: 578.9595 - logcount_predictions_loss: 0.3865 78/3099 [..............................] - ETA: 14:51 - loss: 593.6898 - logits_profile_predictions_loss: 581.1766 - logcount_predictions_loss: 0.3838 79/3099 [..............................] - ETA: 14:50 - loss: 593.4650 - 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logits_profile_predictions_loss: 575.8467 - logcount_predictions_loss: 0.3741 457/3099 [===>..........................] - ETA: 13:01 - loss: 588.0406 - logits_profile_predictions_loss: 575.8436 - logcount_predictions_loss: 0.3741 458/3099 [===>..........................] - ETA: 13:00 - loss: 587.8301 - logits_profile_predictions_loss: 575.6403 - logcount_predictions_loss: 0.3739 459/3099 [===>..........................] - ETA: 13:00 - loss: 587.8292 - logits_profile_predictions_loss: 575.6425 - logcount_predictions_loss: 0.3738 460/3099 [===>..........................] - ETA: 13:00 - loss: 587.7990 - logits_profile_predictions_loss: 575.6185 - logcount_predictions_loss: 0.3736 461/3099 [===>..........................] - ETA: 12:59 - loss: 587.8076 - logits_profile_predictions_loss: 575.6214 - logcount_predictions_loss: 0.3738 462/3099 [===>..........................] - ETA: 12:59 - loss: 587.8442 - logits_profile_predictions_loss: 575.6545 - logcount_predictions_loss: 0.3739 463/3099 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logits_profile_predictions_loss: 575.5765 - logcount_predictions_loss: 0.3741 470/3099 [===>..........................] - ETA: 12:57 - loss: 587.9099 - logits_profile_predictions_loss: 575.7085 - logcount_predictions_loss: 0.3743 471/3099 [===>..........................] - ETA: 12:56 - loss: 587.7434 - logits_profile_predictions_loss: 575.5394 - logcount_predictions_loss: 0.3744 472/3099 [===>..........................] - ETA: 12:56 - loss: 587.6918 - logits_profile_predictions_loss: 575.4825 - logcount_predictions_loss: 0.3745 473/3099 [===>..........................] - ETA: 12:56 - loss: 587.7148 - logits_profile_predictions_loss: 575.5105 - logcount_predictions_loss: 0.3744 474/3099 [===>..........................] - ETA: 12:56 - loss: 587.6713 - logits_profile_predictions_loss: 575.4545 - logcount_predictions_loss: 0.3748 475/3099 [===>..........................] - ETA: 12:55 - loss: 587.8059 - logits_profile_predictions_loss: 575.5930 - logcount_predictions_loss: 0.3746 476/3099 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logits_profile_predictions_loss: 575.7556 - logcount_predictions_loss: 0.3746 483/3099 [===>..........................] - ETA: 12:53 - loss: 588.0569 - logits_profile_predictions_loss: 575.8412 - logcount_predictions_loss: 0.3747 484/3099 [===>..........................] - ETA: 12:53 - loss: 587.9252 - logits_profile_predictions_loss: 575.7117 - logcount_predictions_loss: 0.3746 485/3099 [===>..........................] - ETA: 12:52 - loss: 587.7054 - logits_profile_predictions_loss: 575.4969 - logcount_predictions_loss: 0.3745 486/3099 [===>..........................] - ETA: 12:52 - loss: 587.8716 - logits_profile_predictions_loss: 575.6611 - logcount_predictions_loss: 0.3746 487/3099 [===>..........................] - ETA: 12:52 - loss: 587.7514 - logits_profile_predictions_loss: 575.5426 - logcount_predictions_loss: 0.3745 488/3099 [===>..........................] - ETA: 12:51 - loss: 587.8106 - logits_profile_predictions_loss: 575.6061 - logcount_predictions_loss: 0.3744 489/3099 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[============================>.] - ETA: 10s - loss: 582.1373 - logits_profile_predictions_loss: 570.1395 - logcount_predictions_loss: 0.3680 3064/3099 [============================>.] - ETA: 10s - loss: 582.1465 - logits_profile_predictions_loss: 570.1495 - logcount_predictions_loss: 0.3680 3065/3099 [============================>.] - ETA: 10s - loss: 582.1603 - logits_profile_predictions_loss: 570.1633 - logcount_predictions_loss: 0.3680 3066/3099 [============================>.] - ETA: 9s - loss: 582.1972 - logits_profile_predictions_loss: 570.1984 - logcount_predictions_loss: 0.3680  3067/3099 [============================>.] - ETA: 9s - loss: 582.2026 - logits_profile_predictions_loss: 570.2042 - logcount_predictions_loss: 0.3680 3068/3099 [============================>.] - ETA: 9s - loss: 582.1993 - logits_profile_predictions_loss: 570.2018 - logcount_predictions_loss: 0.3680 3069/3099 [============================>.] - ETA: 8s - loss: 582.1972 - logits_profile_predictions_loss: 570.1995 - logcount_predictions_loss: 0.3680 3070/3099 [============================>.] - ETA: 8s - loss: 582.1854 - logits_profile_predictions_loss: 570.1881 - logcount_predictions_loss: 0.3680 3071/3099 [============================>.] - ETA: 8s - loss: 582.1707 - logits_profile_predictions_loss: 570.1745 - logcount_predictions_loss: 0.3680 3072/3099 [============================>.] - ETA: 7s - loss: 582.1606 - logits_profile_predictions_loss: 570.1641 - logcount_predictions_loss: 0.3680 3073/3099 [============================>.] - ETA: 7s - loss: 582.1440 - logits_profile_predictions_loss: 570.1484 - logcount_predictions_loss: 0.3679 3074/3099 [============================>.] - ETA: 7s - loss: 582.1142 - logits_profile_predictions_loss: 570.1188 - logcount_predictions_loss: 0.3679 3075/3099 [============================>.] - ETA: 7s - loss: 582.1080 - logits_profile_predictions_loss: 570.1131 - logcount_predictions_loss: 0.3679 3076/3099 [============================>.] - ETA: 6s - loss: 582.1436 - logits_profile_predictions_loss: 570.1486 - logcount_predictions_loss: 0.3679 3077/3099 [============================>.] - ETA: 6s - loss: 582.1671 - logits_profile_predictions_loss: 570.1726 - logcount_predictions_loss: 0.3679 3078/3099 [============================>.] - ETA: 6s - loss: 582.1769 - logits_profile_predictions_loss: 570.1835 - logcount_predictions_loss: 0.3679 3079/3099 [============================>.] - ETA: 5s - loss: 582.1620 - logits_profile_predictions_loss: 570.1683 - logcount_predictions_loss: 0.3679 3080/3099 [============================>.] - ETA: 5s - loss: 582.1707 - logits_profile_predictions_loss: 570.1776 - logcount_predictions_loss: 0.3679 3081/3099 [============================>.] - ETA: 5s - loss: 582.1739 - logits_profile_predictions_loss: 570.1793 - logcount_predictions_loss: 0.3679 3082/3099 [============================>.] - ETA: 5s - loss: 582.1724 - logits_profile_predictions_loss: 570.1766 - logcount_predictions_loss: 0.3680 3083/3099 [============================>.] - ETA: 4s - loss: 582.1773 - logits_profile_predictions_loss: 570.1817 - logcount_predictions_loss: 0.3679 3084/3099 [============================>.] - ETA: 4s - loss: 582.1465 - logits_profile_predictions_loss: 570.1505 - logcount_predictions_loss: 0.3680 3085/3099 [============================>.] - ETA: 4s - loss: 582.1605 - logits_profile_predictions_loss: 570.1633 - logcount_predictions_loss: 0.3680 3086/3099 [============================>.] - ETA: 3s - loss: 582.1335 - logits_profile_predictions_loss: 570.1343 - logcount_predictions_loss: 0.3681 3087/3099 [============================>.] - ETA: 3s - loss: 582.1177 - logits_profile_predictions_loss: 570.1186 - logcount_predictions_loss: 0.3681 3088/3099 [============================>.] - ETA: 3s - loss: 582.0972 - logits_profile_predictions_loss: 570.0939 - logcount_predictions_loss: 0.3682 3089/3099 [============================>.] - ETA: 2s - loss: 582.1050 - logits_profile_predictions_loss: 570.1022 - logcount_predictions_loss: 0.3682 3090/3099 [============================>.] - ETA: 2s - loss: 582.1123 - logits_profile_predictions_loss: 570.1096 - logcount_predictions_loss: 0.3682 3091/3099 [============================>.] - ETA: 2s - loss: 582.1235 - logits_profile_predictions_loss: 570.1210 - logcount_predictions_loss: 0.3682 3092/3099 [============================>.] - ETA: 2s - loss: 582.1046 - logits_profile_predictions_loss: 570.1028 - logcount_predictions_loss: 0.3681 3093/3099 [============================>.] - ETA: 1s - loss: 582.0806 - logits_profile_predictions_loss: 570.0791 - logcount_predictions_loss: 0.3681 3094/3099 [============================>.] - ETA: 1s - loss: 582.0796 - logits_profile_predictions_loss: 570.0777 - logcount_predictions_loss: 0.3681 3095/3099 [============================>.] - ETA: 1s - loss: 582.0782 - logits_profile_predictions_loss: 570.0771 - logcount_predictions_loss: 0.3681 3096/3099 [============================>.] - ETA: 0s - loss: 582.0711 - logits_profile_predictions_loss: 570.0688 - logcount_predictions_loss: 0.3682 3097/3099 [============================>.] - ETA: 0s - loss: 582.0805 - logits_profile_predictions_loss: 570.0767 - logcount_predictions_loss: 0.3682 3098/3099 [============================>.] - ETA: 0s - loss: 582.0745 - logits_profile_predictions_loss: 570.0708 - logcount_predictions_loss: 0.3682 3099/3099 [==============================] - ETA: 0s - loss: 582.0370 - logits_profile_predictions_loss: 570.0330 - logcount_predictions_loss: 0.3682 Epoch 12: val_loss did not improve from 612.85516  3099/3099 [==============================] - 955s 308ms/step - loss: 582.0370 - logits_profile_predictions_loss: 570.0330 - logcount_predictions_loss: 0.3682 - val_loss: 613.1210 - val_logits_profile_predictions_loss: 598.6036 - val_logcount_predictions_loss: 0.4453 Epoch 13/50 1/3099 [..............................] - ETA: 16:12 - loss: 577.4340 - logits_profile_predictions_loss: 569.1190 - logcount_predictions_loss: 0.2551 2/3099 [..............................] - ETA: 15:16 - loss: 594.6309 - logits_profile_predictions_loss: 584.6355 - logcount_predictions_loss: 0.3066 3/3099 [..............................] - ETA: 15:16 - loss: 580.9771 - logits_profile_predictions_loss: 570.6365 - logcount_predictions_loss: 0.3172 4/3099 [..............................] - ETA: 15:15 - loss: 591.3240 - logits_profile_predictions_loss: 580.8964 - logcount_predictions_loss: 0.3199 5/3099 [..............................] - ETA: 15:14 - loss: 584.2296 - logits_profile_predictions_loss: 573.2630 - logcount_predictions_loss: 0.3364 6/3099 [..............................] - ETA: 15:16 - loss: 583.5748 - logits_profile_predictions_loss: 573.0037 - logcount_predictions_loss: 0.3243 7/3099 [..............................] - ETA: 15:16 - loss: 583.9018 - logits_profile_predictions_loss: 573.5745 - logcount_predictions_loss: 0.3168 8/3099 [..............................] - ETA: 15:15 - loss: 587.3915 - logits_profile_predictions_loss: 576.9487 - logcount_predictions_loss: 0.3203 9/3099 [..............................] - ETA: 15:14 - loss: 583.2129 - logits_profile_predictions_loss: 572.8562 - logcount_predictions_loss: 0.3177 10/3099 [..............................] - ETA: 15:14 - loss: 587.9894 - logits_profile_predictions_loss: 577.4174 - logcount_predictions_loss: 0.3243 11/3099 [..............................] - ETA: 15:13 - loss: 584.5143 - logits_profile_predictions_loss: 573.9225 - logcount_predictions_loss: 0.3249 12/3099 [..............................] - ETA: 15:13 - loss: 585.1985 - logits_profile_predictions_loss: 574.7109 - logcount_predictions_loss: 0.3217 13/3099 [..............................] - ETA: 15:12 - loss: 577.0635 - logits_profile_predictions_loss: 566.8549 - logcount_predictions_loss: 0.3131 14/3099 [..............................] - ETA: 15:12 - loss: 579.8447 - logits_profile_predictions_loss: 569.5467 - logcount_predictions_loss: 0.3159 15/3099 [..............................] - ETA: 15:12 - loss: 578.8154 - logits_profile_predictions_loss: 568.4478 - logcount_predictions_loss: 0.3180 16/3099 [..............................] - ETA: 15:11 - loss: 584.8312 - logits_profile_predictions_loss: 574.5196 - logcount_predictions_loss: 0.3163 17/3099 [..............................] - ETA: 15:11 - loss: 581.6010 - logits_profile_predictions_loss: 571.4251 - logcount_predictions_loss: 0.3121 18/3099 [..............................] - ETA: 15:11 - loss: 582.5795 - logits_profile_predictions_loss: 572.3348 - logcount_predictions_loss: 0.3143 19/3099 [..............................] - ETA: 15:11 - loss: 580.4061 - logits_profile_predictions_loss: 570.3122 - logcount_predictions_loss: 0.3096 20/3099 [..............................] - ETA: 15:10 - loss: 576.5550 - logits_profile_predictions_loss: 566.6354 - logcount_predictions_loss: 0.3043 21/3099 [..............................] - ETA: 15:10 - loss: 576.9559 - logits_profile_predictions_loss: 566.9045 - logcount_predictions_loss: 0.3083 22/3099 [..............................] - ETA: 15:10 - loss: 576.3867 - logits_profile_predictions_loss: 566.3637 - logcount_predictions_loss: 0.3075 23/3099 [..............................] - ETA: 15:09 - loss: 577.0607 - logits_profile_predictions_loss: 567.0658 - logcount_predictions_loss: 0.3066 24/3099 [..............................] - ETA: 15:09 - loss: 579.7313 - logits_profile_predictions_loss: 569.8107 - logcount_predictions_loss: 0.3043 25/3099 [..............................] - ETA: 15:09 - loss: 584.6435 - logits_profile_predictions_loss: 574.7042 - logcount_predictions_loss: 0.3049 26/3099 [..............................] - ETA: 15:08 - loss: 585.3612 - logits_profile_predictions_loss: 575.2810 - logcount_predictions_loss: 0.3092 27/3099 [..............................] - ETA: 15:08 - loss: 583.1091 - logits_profile_predictions_loss: 573.0491 - logcount_predictions_loss: 0.3086 28/3099 [..............................] - ETA: 15:08 - loss: 584.9740 - logits_profile_predictions_loss: 574.9541 - logcount_predictions_loss: 0.3074 29/3099 [..............................] - ETA: 15:07 - loss: 583.9341 - logits_profile_predictions_loss: 573.6797 - logcount_predictions_loss: 0.3145 30/3099 [..............................] - ETA: 15:07 - loss: 584.0934 - logits_profile_predictions_loss: 573.8591 - logcount_predictions_loss: 0.3139 31/3099 [..............................] - ETA: 15:07 - loss: 585.8167 - logits_profile_predictions_loss: 575.5198 - logcount_predictions_loss: 0.3159 32/3099 [..............................] - ETA: 15:06 - loss: 584.5005 - logits_profile_predictions_loss: 573.8645 - logcount_predictions_loss: 0.3263 33/3099 [..............................] - ETA: 15:06 - loss: 583.7189 - logits_profile_predictions_loss: 573.0715 - logcount_predictions_loss: 0.3266 34/3099 [..............................] - ETA: 15:05 - loss: 585.0122 - logits_profile_predictions_loss: 574.3539 - logcount_predictions_loss: 0.3269 35/3099 [..............................] - ETA: 15:05 - loss: 585.0729 - logits_profile_predictions_loss: 574.0421 - logcount_predictions_loss: 0.3384 36/3099 [..............................] - ETA: 15:05 - loss: 583.1782 - logits_profile_predictions_loss: 572.1671 - logcount_predictions_loss: 0.3378 37/3099 [..............................] - ETA: 15:04 - loss: 583.2964 - logits_profile_predictions_loss: 572.3126 - logcount_predictions_loss: 0.3369 38/3099 [..............................] - ETA: 15:04 - loss: 583.0776 - logits_profile_predictions_loss: 571.9479 - logcount_predictions_loss: 0.3414 39/3099 [..............................] - ETA: 15:04 - loss: 583.3099 - logits_profile_predictions_loss: 572.1000 - logcount_predictions_loss: 0.3439 40/3099 [..............................] - ETA: 15:03 - loss: 585.4880 - logits_profile_predictions_loss: 574.2007 - logcount_predictions_loss: 0.3462 41/3099 [..............................] - ETA: 15:03 - loss: 583.6169 - logits_profile_predictions_loss: 572.0526 - logcount_predictions_loss: 0.3547 42/3099 [..............................] - ETA: 15:03 - loss: 583.4046 - logits_profile_predictions_loss: 571.6884 - logcount_predictions_loss: 0.3594 43/3099 [..............................] - ETA: 15:03 - loss: 583.5487 - logits_profile_predictions_loss: 571.8204 - logcount_predictions_loss: 0.3598 44/3099 [..............................] - ETA: 15:02 - loss: 584.1055 - logits_profile_predictions_loss: 572.3869 - logcount_predictions_loss: 0.3595 45/3099 [..............................] - ETA: 15:02 - loss: 582.7224 - logits_profile_predictions_loss: 571.0106 - logcount_predictions_loss: 0.3593 46/3099 [..............................] - ETA: 15:02 - loss: 583.3311 - logits_profile_predictions_loss: 571.5635 - logcount_predictions_loss: 0.3610 47/3099 [..............................] - ETA: 15:01 - loss: 582.4285 - logits_profile_predictions_loss: 570.7327 - logcount_predictions_loss: 0.3588 48/3099 [..............................] - ETA: 15:01 - loss: 582.3311 - logits_profile_predictions_loss: 570.6556 - logcount_predictions_loss: 0.3581 49/3099 [..............................] - ETA: 15:01 - loss: 580.5180 - logits_profile_predictions_loss: 568.9254 - logcount_predictions_loss: 0.3556 50/3099 [..............................] - ETA: 15:00 - loss: 580.8088 - logits_profile_predictions_loss: 569.2479 - logcount_predictions_loss: 0.3546 51/3099 [..............................] - ETA: 15:00 - loss: 579.7549 - logits_profile_predictions_loss: 568.2055 - logcount_predictions_loss: 0.3543 52/3099 [..............................] - ETA: 15:00 - loss: 579.0309 - logits_profile_predictions_loss: 567.4911 - logcount_predictions_loss: 0.3540 53/3099 [..............................] - ETA: 14:59 - loss: 579.8612 - logits_profile_predictions_loss: 568.1667 - logcount_predictions_loss: 0.3587 54/3099 [..............................] - ETA: 14:59 - loss: 579.9567 - logits_profile_predictions_loss: 568.2825 - logcount_predictions_loss: 0.3581 55/3099 [..............................] - ETA: 14:59 - loss: 580.7479 - logits_profile_predictions_loss: 569.0414 - logcount_predictions_loss: 0.3591 56/3099 [..............................] - ETA: 14:58 - loss: 580.6468 - logits_profile_predictions_loss: 568.9352 - logcount_predictions_loss: 0.3592 57/3099 [..............................] - ETA: 14:58 - loss: 579.9503 - logits_profile_predictions_loss: 568.1832 - logcount_predictions_loss: 0.3609 58/3099 [..............................] - ETA: 14:58 - loss: 578.7488 - logits_profile_predictions_loss: 567.0090 - logcount_predictions_loss: 0.3601 59/3099 [..............................] - ETA: 14:57 - loss: 580.2914 - logits_profile_predictions_loss: 568.5667 - logcount_predictions_loss: 0.3596 60/3099 [..............................] - ETA: 14:57 - loss: 579.2216 - logits_profile_predictions_loss: 567.5440 - logcount_predictions_loss: 0.3582 61/3099 [..............................] - ETA: 14:57 - loss: 578.1745 - logits_profile_predictions_loss: 566.4989 - logcount_predictions_loss: 0.3581 62/3099 [..............................] - ETA: 14:56 - loss: 579.1828 - logits_profile_predictions_loss: 567.5007 - logcount_predictions_loss: 0.3583 63/3099 [..............................] - ETA: 14:56 - loss: 579.3319 - logits_profile_predictions_loss: 567.6871 - logcount_predictions_loss: 0.3572 64/3099 [..............................] - ETA: 14:56 - loss: 579.1567 - logits_profile_predictions_loss: 567.5457 - logcount_predictions_loss: 0.3562 65/3099 [..............................] - ETA: 14:56 - loss: 578.3867 - logits_profile_predictions_loss: 566.8221 - logcount_predictions_loss: 0.3547 66/3099 [..............................] - ETA: 14:55 - loss: 577.4064 - logits_profile_predictions_loss: 565.8186 - logcount_predictions_loss: 0.3554 67/3099 [..............................] - ETA: 14:55 - loss: 577.1257 - logits_profile_predictions_loss: 565.5085 - logcount_predictions_loss: 0.3563 68/3099 [..............................] - ETA: 14:55 - loss: 577.5168 - logits_profile_predictions_loss: 565.9515 - logcount_predictions_loss: 0.3548 69/3099 [..............................] - ETA: 14:54 - loss: 577.4763 - logits_profile_predictions_loss: 565.9574 - logcount_predictions_loss: 0.3533 70/3099 [..............................] - ETA: 14:54 - loss: 578.2360 - logits_profile_predictions_loss: 566.7512 - logcount_predictions_loss: 0.3523 71/3099 [..............................] - ETA: 14:54 - loss: 579.1326 - logits_profile_predictions_loss: 567.6704 - logcount_predictions_loss: 0.3516 72/3099 [..............................] - ETA: 14:53 - loss: 577.9146 - logits_profile_predictions_loss: 566.3100 - logcount_predictions_loss: 0.3560 73/3099 [..............................] - ETA: 14:53 - loss: 579.2014 - logits_profile_predictions_loss: 567.5896 - logcount_predictions_loss: 0.3562 74/3099 [..............................] - ETA: 14:53 - loss: 579.8623 - logits_profile_predictions_loss: 568.2451 - logcount_predictions_loss: 0.3564 75/3099 [..............................] - ETA: 14:53 - loss: 580.1093 - logits_profile_predictions_loss: 568.4756 - logcount_predictions_loss: 0.3569 76/3099 [..............................] - ETA: 14:52 - loss: 579.4775 - logits_profile_predictions_loss: 567.8984 - logcount_predictions_loss: 0.3552 77/3099 [..............................] - ETA: 14:52 - loss: 578.6844 - logits_profile_predictions_loss: 567.0930 - logcount_predictions_loss: 0.3556 78/3099 [..............................] - ETA: 14:52 - loss: 577.8732 - logits_profile_predictions_loss: 566.2814 - logcount_predictions_loss: 0.3556 79/3099 [..............................] - ETA: 14:51 - loss: 577.3292 - logits_profile_predictions_loss: 565.7515 - logcount_predictions_loss: 0.3551 80/3099 [..............................] - ETA: 14:51 - loss: 577.6644 - logits_profile_predictions_loss: 566.0889 - logcount_predictions_loss: 0.3551 81/3099 [..............................] - ETA: 14:51 - loss: 578.1320 - logits_profile_predictions_loss: 566.5357 - logcount_predictions_loss: 0.3557 82/3099 [..............................] - ETA: 14:50 - loss: 578.5920 - logits_profile_predictions_loss: 566.9929 - logcount_predictions_loss: 0.3558 83/3099 [..............................] - ETA: 14:50 - loss: 579.5617 - logits_profile_predictions_loss: 567.9159 - logcount_predictions_loss: 0.3572 84/3099 [..............................] - ETA: 14:50 - loss: 579.2538 - logits_profile_predictions_loss: 567.6486 - logcount_predictions_loss: 0.3560 85/3099 [..............................] - ETA: 14:49 - loss: 579.4238 - logits_profile_predictions_loss: 567.8145 - logcount_predictions_loss: 0.3561 86/3099 [..............................] - ETA: 14:49 - loss: 579.3905 - logits_profile_predictions_loss: 567.7658 - logcount_predictions_loss: 0.3566 87/3099 [..............................] - ETA: 14:49 - loss: 578.3895 - logits_profile_predictions_loss: 566.8055 - logcount_predictions_loss: 0.3553 88/3099 [..............................] - ETA: 14:49 - loss: 578.1740 - logits_profile_predictions_loss: 566.5769 - logcount_predictions_loss: 0.3557 89/3099 [..............................] - ETA: 14:48 - loss: 578.6758 - logits_profile_predictions_loss: 566.8138 - logcount_predictions_loss: 0.3639 90/3099 [..............................] - ETA: 14:48 - loss: 580.1335 - logits_profile_predictions_loss: 568.2974 - logcount_predictions_loss: 0.3631 91/3099 [..............................] - ETA: 14:48 - loss: 579.3435 - logits_profile_predictions_loss: 567.5423 - logcount_predictions_loss: 0.3620 92/3099 [..............................] - ETA: 14:47 - loss: 580.1855 - logits_profile_predictions_loss: 568.3646 - logcount_predictions_loss: 0.3626 93/3099 [..............................] - ETA: 14:47 - loss: 580.2147 - logits_profile_predictions_loss: 568.4146 - logcount_predictions_loss: 0.3620 94/3099 [..............................] - ETA: 14:47 - loss: 579.9941 - logits_profile_predictions_loss: 568.2277 - logcount_predictions_loss: 0.3609 95/3099 [..............................] - ETA: 14:46 - loss: 580.3576 - logits_profile_predictions_loss: 568.6053 - logcount_predictions_loss: 0.3605 96/3099 [..............................] - ETA: 14:46 - loss: 581.6807 - logits_profile_predictions_loss: 569.8779 - logcount_predictions_loss: 0.3620 97/3099 [..............................] - ETA: 14:46 - loss: 581.4067 - logits_profile_predictions_loss: 569.6358 - logcount_predictions_loss: 0.3611 98/3099 [..............................] - ETA: 14:46 - loss: 581.0298 - logits_profile_predictions_loss: 569.2839 - logcount_predictions_loss: 0.3603 99/3099 [..............................] - ETA: 14:45 - loss: 580.5414 - logits_profile_predictions_loss: 568.8125 - logcount_predictions_loss: 0.3598 100/3099 [..............................] - ETA: 14:45 - loss: 579.7513 - logits_profile_predictions_loss: 568.0107 - logcount_predictions_loss: 0.3601 101/3099 [..............................] - ETA: 14:45 - loss: 579.4378 - logits_profile_predictions_loss: 567.7382 - logcount_predictions_loss: 0.3589 102/3099 [..............................] - ETA: 14:44 - loss: 579.6454 - logits_profile_predictions_loss: 567.8477 - logcount_predictions_loss: 0.3619 103/3099 [..............................] - ETA: 14:44 - loss: 579.4852 - logits_profile_predictions_loss: 567.6913 - logcount_predictions_loss: 0.3618 104/3099 [>.............................] - ETA: 14:44 - loss: 579.7422 - logits_profile_predictions_loss: 567.9690 - logcount_predictions_loss: 0.3611 105/3099 [>.............................] - ETA: 14:43 - loss: 579.2586 - 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[============================>.] - ETA: 30s - loss: 580.3610 - logits_profile_predictions_loss: 568.5933 - logcount_predictions_loss: 0.3610 2999/3099 [============================>.] - ETA: 29s - loss: 580.3404 - logits_profile_predictions_loss: 568.5729 - logcount_predictions_loss: 0.3610 3000/3099 [============================>.] - ETA: 29s - loss: 580.3280 - logits_profile_predictions_loss: 568.5600 - logcount_predictions_loss: 0.3610 3001/3099 [============================>.] - ETA: 29s - loss: 580.3221 - logits_profile_predictions_loss: 568.5511 - logcount_predictions_loss: 0.3611 3002/3099 [============================>.] - ETA: 28s - loss: 580.3101 - logits_profile_predictions_loss: 568.5391 - logcount_predictions_loss: 0.3611 3003/3099 [============================>.] - ETA: 28s - loss: 580.3240 - logits_profile_predictions_loss: 568.5518 - logcount_predictions_loss: 0.3611 3004/3099 [============================>.] - ETA: 28s - loss: 580.3417 - 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[============================>.] - ETA: 26s - loss: 580.3546 - logits_profile_predictions_loss: 568.5849 - logcount_predictions_loss: 0.3610 3012/3099 [============================>.] - ETA: 25s - loss: 580.3581 - logits_profile_predictions_loss: 568.5887 - logcount_predictions_loss: 0.3610 3013/3099 [============================>.] - ETA: 25s - loss: 580.3786 - logits_profile_predictions_loss: 568.6086 - logcount_predictions_loss: 0.3610 3014/3099 [============================>.] - ETA: 25s - loss: 580.3821 - logits_profile_predictions_loss: 568.6134 - logcount_predictions_loss: 0.3610 3015/3099 [============================>.] - ETA: 24s - loss: 580.3584 - logits_profile_predictions_loss: 568.5908 - logcount_predictions_loss: 0.3610 3016/3099 [============================>.] - ETA: 24s - loss: 580.3694 - logits_profile_predictions_loss: 568.6022 - logcount_predictions_loss: 0.3609 3017/3099 [============================>.] - ETA: 24s - loss: 580.3577 - 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[============================>.] - ETA: 22s - loss: 580.3764 - logits_profile_predictions_loss: 568.6087 - logcount_predictions_loss: 0.3610 3025/3099 [============================>.] - ETA: 21s - loss: 580.3978 - logits_profile_predictions_loss: 568.6306 - logcount_predictions_loss: 0.3609 3026/3099 [============================>.] - ETA: 21s - loss: 580.4338 - logits_profile_predictions_loss: 568.6649 - logcount_predictions_loss: 0.3610 3027/3099 [============================>.] - ETA: 21s - loss: 580.4448 - logits_profile_predictions_loss: 568.6765 - logcount_predictions_loss: 0.3610 3028/3099 [============================>.] - ETA: 21s - loss: 580.4401 - logits_profile_predictions_loss: 568.6707 - logcount_predictions_loss: 0.3610 3029/3099 [============================>.] - ETA: 20s - loss: 580.4224 - logits_profile_predictions_loss: 568.6543 - logcount_predictions_loss: 0.3610 3030/3099 [============================>.] - ETA: 20s - loss: 580.4293 - logits_profile_predictions_loss: 568.6613 - logcount_predictions_loss: 0.3610 3031/3099 [============================>.] - ETA: 20s - loss: 580.4527 - logits_profile_predictions_loss: 568.6846 - logcount_predictions_loss: 0.3610 3032/3099 [============================>.] - ETA: 19s - loss: 580.4312 - logits_profile_predictions_loss: 568.6634 - logcount_predictions_loss: 0.3610 3033/3099 [============================>.] - ETA: 19s - loss: 580.4281 - logits_profile_predictions_loss: 568.6589 - logcount_predictions_loss: 0.3610 3034/3099 [============================>.] - ETA: 19s - loss: 580.4233 - logits_profile_predictions_loss: 568.6534 - logcount_predictions_loss: 0.3610 3035/3099 [============================>.] - ETA: 19s - loss: 580.4443 - logits_profile_predictions_loss: 568.6750 - logcount_predictions_loss: 0.3610 3036/3099 [============================>.] - ETA: 18s - loss: 580.4388 - logits_profile_predictions_loss: 568.6703 - logcount_predictions_loss: 0.3610 3037/3099 [============================>.] - ETA: 18s - loss: 580.4662 - logits_profile_predictions_loss: 568.6977 - logcount_predictions_loss: 0.3610 3038/3099 [============================>.] - ETA: 18s - loss: 580.5015 - logits_profile_predictions_loss: 568.7338 - logcount_predictions_loss: 0.3610 3039/3099 [============================>.] - ETA: 17s - loss: 580.4851 - logits_profile_predictions_loss: 568.7168 - logcount_predictions_loss: 0.3610 3040/3099 [============================>.] - ETA: 17s - loss: 580.4870 - logits_profile_predictions_loss: 568.7200 - logcount_predictions_loss: 0.3609 3041/3099 [============================>.] - ETA: 17s - loss: 580.4818 - logits_profile_predictions_loss: 568.7149 - logcount_predictions_loss: 0.3609 3042/3099 [============================>.] - ETA: 16s - loss: 580.4692 - logits_profile_predictions_loss: 568.7020 - logcount_predictions_loss: 0.3609 3043/3099 [============================>.] - ETA: 16s - loss: 580.4594 - logits_profile_predictions_loss: 568.6895 - logcount_predictions_loss: 0.3610 3044/3099 [============================>.] - ETA: 16s - loss: 580.4536 - logits_profile_predictions_loss: 568.6831 - logcount_predictions_loss: 0.3610 3045/3099 [============================>.] - ETA: 16s - loss: 580.4642 - logits_profile_predictions_loss: 568.6936 - logcount_predictions_loss: 0.3611 3046/3099 [============================>.] - ETA: 15s - loss: 580.4455 - logits_profile_predictions_loss: 568.6748 - logcount_predictions_loss: 0.3611 3047/3099 [============================>.] - ETA: 15s - loss: 580.4359 - logits_profile_predictions_loss: 568.6655 - logcount_predictions_loss: 0.3610 3048/3099 [============================>.] - ETA: 15s - loss: 580.4606 - logits_profile_predictions_loss: 568.6889 - logcount_predictions_loss: 0.3611 3049/3099 [============================>.] - ETA: 14s - loss: 580.4543 - logits_profile_predictions_loss: 568.6835 - logcount_predictions_loss: 0.3611 3050/3099 [============================>.] - ETA: 14s - loss: 580.4289 - logits_profile_predictions_loss: 568.6584 - logcount_predictions_loss: 0.3611 3051/3099 [============================>.] - ETA: 14s - loss: 580.4335 - logits_profile_predictions_loss: 568.6635 - logcount_predictions_loss: 0.3610 3052/3099 [============================>.] - ETA: 13s - loss: 580.3979 - logits_profile_predictions_loss: 568.6277 - logcount_predictions_loss: 0.3610 3053/3099 [============================>.] - ETA: 13s - loss: 580.4213 - logits_profile_predictions_loss: 568.6499 - logcount_predictions_loss: 0.3611 3054/3099 [============================>.] - ETA: 13s - loss: 580.4258 - logits_profile_predictions_loss: 568.6551 - logcount_predictions_loss: 0.3611 3055/3099 [============================>.] - ETA: 13s - loss: 580.4070 - logits_profile_predictions_loss: 568.6370 - logcount_predictions_loss: 0.3610 3056/3099 [============================>.] - ETA: 12s - loss: 580.3884 - 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[============================>.] - ETA: 10s - loss: 580.4073 - logits_profile_predictions_loss: 568.6394 - logcount_predictions_loss: 0.3610 3064/3099 [============================>.] - ETA: 10s - loss: 580.4093 - logits_profile_predictions_loss: 568.6412 - logcount_predictions_loss: 0.3610 3065/3099 [============================>.] - ETA: 10s - loss: 580.4223 - logits_profile_predictions_loss: 568.6547 - logcount_predictions_loss: 0.3610 3066/3099 [============================>.] - ETA: 9s - loss: 580.4290 - logits_profile_predictions_loss: 568.6611 - logcount_predictions_loss: 0.3610  3067/3099 [============================>.] - ETA: 9s - loss: 580.4340 - logits_profile_predictions_loss: 568.6653 - logcount_predictions_loss: 0.3610 3068/3099 [============================>.] - ETA: 9s - loss: 580.4080 - logits_profile_predictions_loss: 568.6402 - logcount_predictions_loss: 0.3610 3069/3099 [============================>.] - ETA: 8s - loss: 580.4262 - logits_profile_predictions_loss: 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3083/3099 [============================>.] - ETA: 4s - loss: 580.3528 - logits_profile_predictions_loss: 568.5864 - logcount_predictions_loss: 0.3609 3084/3099 [============================>.] - ETA: 4s - loss: 580.3255 - logits_profile_predictions_loss: 568.5602 - logcount_predictions_loss: 0.3609 3085/3099 [============================>.] - ETA: 4s - loss: 580.3365 - logits_profile_predictions_loss: 568.5710 - logcount_predictions_loss: 0.3609 3086/3099 [============================>.] - ETA: 3s - loss: 580.3251 - logits_profile_predictions_loss: 568.5590 - logcount_predictions_loss: 0.3609 3087/3099 [============================>.] - ETA: 3s - loss: 580.3541 - logits_profile_predictions_loss: 568.5869 - logcount_predictions_loss: 0.3610 3088/3099 [============================>.] - ETA: 3s - loss: 580.3482 - logits_profile_predictions_loss: 568.5814 - logcount_predictions_loss: 0.3609 3089/3099 [============================>.] - ETA: 2s - loss: 580.3175 - logits_profile_predictions_loss: 568.5494 - logcount_predictions_loss: 0.3610 3090/3099 [============================>.] - ETA: 2s - loss: 580.3215 - logits_profile_predictions_loss: 568.5534 - logcount_predictions_loss: 0.3610 3091/3099 [============================>.] - ETA: 2s - loss: 580.3647 - logits_profile_predictions_loss: 568.5966 - logcount_predictions_loss: 0.3610 3092/3099 [============================>.] - ETA: 2s - loss: 580.3789 - logits_profile_predictions_loss: 568.6113 - logcount_predictions_loss: 0.3610 3093/3099 [============================>.] - ETA: 1s - loss: 580.3704 - logits_profile_predictions_loss: 568.6035 - logcount_predictions_loss: 0.3609 3094/3099 [============================>.] - ETA: 1s - loss: 580.3576 - logits_profile_predictions_loss: 568.5903 - logcount_predictions_loss: 0.3610 3095/3099 [============================>.] - ETA: 1s - loss: 580.3598 - logits_profile_predictions_loss: 568.5936 - logcount_predictions_loss: 0.3609 3096/3099 [============================>.] - ETA: 0s - loss: 580.3657 - logits_profile_predictions_loss: 568.5997 - logcount_predictions_loss: 0.3609 3097/3099 [============================>.] - ETA: 0s - loss: 580.3553 - logits_profile_predictions_loss: 568.5902 - logcount_predictions_loss: 0.3609 3098/3099 [============================>.] - ETA: 0s - loss: 580.3472 - logits_profile_predictions_loss: 568.5827 - logcount_predictions_loss: 0.3609 3099/3099 [==============================] - ETA: 0s - loss: 580.3572 - logits_profile_predictions_loss: 568.5917 - logcount_predictions_loss: 0.3609 Epoch 13: val_loss did not improve from 612.85516  3099/3099 [==============================] - 962s 310ms/step - loss: 580.3572 - logits_profile_predictions_loss: 568.5917 - logcount_predictions_loss: 0.3609 - val_loss: 614.6131 - val_logits_profile_predictions_loss: 598.4600 - val_logcount_predictions_loss: 0.4955 Epoch 14/50 1/3099 [..............................] - ETA: 15:55 - loss: 713.9858 - logits_profile_predictions_loss: 702.7832 - logcount_predictions_loss: 0.3436 2/3099 [..............................] - ETA: 15:13 - loss: 643.4502 - logits_profile_predictions_loss: 632.6477 - logcount_predictions_loss: 0.3314 3/3099 [..............................] - ETA: 15:15 - loss: 624.1887 - logits_profile_predictions_loss: 614.5236 - logcount_predictions_loss: 0.2965 4/3099 [..............................] - ETA: 15:13 - loss: 614.0055 - logits_profile_predictions_loss: 604.7557 - logcount_predictions_loss: 0.2837 5/3099 [..............................] - ETA: 15:14 - loss: 619.0045 - logits_profile_predictions_loss: 609.5174 - logcount_predictions_loss: 0.2910 6/3099 [..............................] - ETA: 15:13 - loss: 612.2929 - logits_profile_predictions_loss: 602.9010 - logcount_predictions_loss: 0.2881 7/3099 [..............................] - ETA: 15:12 - loss: 613.6683 - logits_profile_predictions_loss: 603.9924 - logcount_predictions_loss: 0.2968 8/3099 [..............................] - ETA: 15:12 - loss: 606.3068 - logits_profile_predictions_loss: 596.4577 - logcount_predictions_loss: 0.3021 9/3099 [..............................] - ETA: 15:12 - loss: 605.5546 - logits_profile_predictions_loss: 595.1891 - logcount_predictions_loss: 0.3180 10/3099 [..............................] - ETA: 15:13 - loss: 595.8367 - logits_profile_predictions_loss: 585.5040 - logcount_predictions_loss: 0.3170 11/3099 [..............................] - ETA: 15:12 - loss: 598.8419 - logits_profile_predictions_loss: 588.4341 - logcount_predictions_loss: 0.3193 12/3099 [..............................] - ETA: 15:12 - loss: 600.1470 - logits_profile_predictions_loss: 589.8412 - logcount_predictions_loss: 0.3161 13/3099 [..............................] - ETA: 15:12 - loss: 601.0274 - logits_profile_predictions_loss: 590.5971 - logcount_predictions_loss: 0.3199 14/3099 [..............................] - ETA: 15:11 - loss: 598.9898 - 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[..............................] - ETA: 15:13 - loss: 597.1575 - logits_profile_predictions_loss: 586.0555 - logcount_predictions_loss: 0.3406 22/3099 [..............................] - ETA: 15:13 - loss: 597.1870 - logits_profile_predictions_loss: 586.0868 - logcount_predictions_loss: 0.3405 23/3099 [..............................] - ETA: 15:12 - loss: 594.3510 - logits_profile_predictions_loss: 583.4548 - logcount_predictions_loss: 0.3342 24/3099 [..............................] - ETA: 15:12 - loss: 593.9954 - logits_profile_predictions_loss: 583.1279 - logcount_predictions_loss: 0.3334 25/3099 [..............................] - ETA: 15:12 - loss: 592.1160 - logits_profile_predictions_loss: 581.2889 - logcount_predictions_loss: 0.3321 26/3099 [..............................] - ETA: 15:11 - loss: 593.1503 - logits_profile_predictions_loss: 582.2928 - logcount_predictions_loss: 0.3331 27/3099 [..............................] - ETA: 15:11 - loss: 594.4060 - 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[===>..........................] - ETA: 12:51 - loss: 579.0388 - logits_profile_predictions_loss: 567.8296 - logcount_predictions_loss: 0.3438 503/3099 [===>..........................] - ETA: 12:51 - loss: 579.0755 - logits_profile_predictions_loss: 567.8679 - logcount_predictions_loss: 0.3438 504/3099 [===>..........................] - ETA: 12:51 - loss: 579.0116 - logits_profile_predictions_loss: 567.8071 - logcount_predictions_loss: 0.3437 505/3099 [===>..........................] - ETA: 12:50 - loss: 578.9244 - logits_profile_predictions_loss: 567.7253 - logcount_predictions_loss: 0.3435 506/3099 [===>..........................] - ETA: 12:50 - loss: 578.8402 - logits_profile_predictions_loss: 567.6402 - logcount_predictions_loss: 0.3436 507/3099 [===>..........................] - ETA: 12:50 - loss: 578.9353 - logits_profile_predictions_loss: 567.7317 - logcount_predictions_loss: 0.3437 508/3099 [===>..........................] - ETA: 12:49 - loss: 578.8425 - 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[===>..........................] - ETA: 12:47 - loss: 578.9065 - logits_profile_predictions_loss: 567.6951 - logcount_predictions_loss: 0.3439 516/3099 [===>..........................] - ETA: 12:47 - loss: 578.8777 - logits_profile_predictions_loss: 567.6713 - logcount_predictions_loss: 0.3438 517/3099 [====>.........................] - ETA: 12:47 - loss: 578.8359 - logits_profile_predictions_loss: 567.6288 - logcount_predictions_loss: 0.3438 518/3099 [====>.........................] - ETA: 12:47 - loss: 578.8296 - logits_profile_predictions_loss: 567.6220 - logcount_predictions_loss: 0.3438 519/3099 [====>.........................] - ETA: 12:46 - loss: 578.9185 - logits_profile_predictions_loss: 567.7165 - logcount_predictions_loss: 0.3436 520/3099 [====>.........................] - ETA: 12:46 - loss: 578.9393 - logits_profile_predictions_loss: 567.7403 - logcount_predictions_loss: 0.3435 521/3099 [====>.........................] - ETA: 12:46 - loss: 579.1252 - 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[====>.........................] - ETA: 12:44 - loss: 579.5031 - logits_profile_predictions_loss: 568.2767 - logcount_predictions_loss: 0.3444 529/3099 [====>.........................] - ETA: 12:43 - loss: 579.6308 - logits_profile_predictions_loss: 568.3954 - logcount_predictions_loss: 0.3446 530/3099 [====>.........................] - ETA: 12:43 - loss: 579.6186 - logits_profile_predictions_loss: 568.3842 - logcount_predictions_loss: 0.3446 531/3099 [====>.........................] - ETA: 12:43 - loss: 579.4747 - logits_profile_predictions_loss: 568.2442 - logcount_predictions_loss: 0.3445 532/3099 [====>.........................] - ETA: 12:42 - loss: 579.4229 - logits_profile_predictions_loss: 568.1923 - logcount_predictions_loss: 0.3445 533/3099 [====>.........................] - ETA: 12:42 - loss: 579.4648 - logits_profile_predictions_loss: 568.2333 - logcount_predictions_loss: 0.3445 534/3099 [====>.........................] - ETA: 12:42 - loss: 579.4360 - 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[====>.........................] - ETA: 12:40 - loss: 579.1547 - logits_profile_predictions_loss: 567.9290 - logcount_predictions_loss: 0.3444 542/3099 [====>.........................] - ETA: 12:39 - loss: 579.1263 - logits_profile_predictions_loss: 567.9011 - logcount_predictions_loss: 0.3443 543/3099 [====>.........................] - ETA: 12:39 - loss: 579.1699 - logits_profile_predictions_loss: 567.9463 - logcount_predictions_loss: 0.3443 544/3099 [====>.........................] - ETA: 12:39 - loss: 579.3380 - logits_profile_predictions_loss: 568.1010 - logcount_predictions_loss: 0.3447 545/3099 [====>.........................] - ETA: 12:38 - loss: 579.2838 - logits_profile_predictions_loss: 568.0517 - logcount_predictions_loss: 0.3445 546/3099 [====>.........................] - ETA: 12:38 - loss: 579.5237 - logits_profile_predictions_loss: 568.2989 - logcount_predictions_loss: 0.3443 547/3099 [====>.........................] - ETA: 12:38 - loss: 579.5963 - 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[====>.........................] - ETA: 12:36 - loss: 579.2095 - logits_profile_predictions_loss: 567.9859 - logcount_predictions_loss: 0.3443 555/3099 [====>.........................] - ETA: 12:35 - loss: 579.2198 - logits_profile_predictions_loss: 568.0029 - logcount_predictions_loss: 0.3441 556/3099 [====>.........................] - ETA: 12:35 - loss: 579.2534 - logits_profile_predictions_loss: 568.0358 - logcount_predictions_loss: 0.3441 557/3099 [====>.........................] - ETA: 12:35 - loss: 579.2750 - logits_profile_predictions_loss: 568.0604 - logcount_predictions_loss: 0.3440 558/3099 [====>.........................] - ETA: 12:35 - loss: 579.2125 - logits_profile_predictions_loss: 567.9990 - logcount_predictions_loss: 0.3440 559/3099 [====>.........................] - ETA: 12:34 - loss: 579.0817 - logits_profile_predictions_loss: 567.8750 - logcount_predictions_loss: 0.3438 560/3099 [====>.........................] - ETA: 12:34 - loss: 579.0522 - 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[============================>.] - ETA: 22s - loss: 578.9363 - logits_profile_predictions_loss: 567.3201 - logcount_predictions_loss: 0.3563 3025/3099 [============================>.] - ETA: 21s - loss: 578.9329 - logits_profile_predictions_loss: 567.3177 - logcount_predictions_loss: 0.3563 3026/3099 [============================>.] - ETA: 21s - loss: 578.9265 - logits_profile_predictions_loss: 567.3109 - logcount_predictions_loss: 0.3563 3027/3099 [============================>.] - ETA: 21s - loss: 578.9648 - logits_profile_predictions_loss: 567.3505 - logcount_predictions_loss: 0.3563 3028/3099 [============================>.] - ETA: 21s - loss: 578.9622 - logits_profile_predictions_loss: 567.3487 - logcount_predictions_loss: 0.3563 3029/3099 [============================>.] - ETA: 20s - loss: 578.9542 - logits_profile_predictions_loss: 567.3387 - logcount_predictions_loss: 0.3563 3030/3099 [============================>.] - ETA: 20s - loss: 578.9477 - logits_profile_predictions_loss: 567.3316 - logcount_predictions_loss: 0.3563 3031/3099 [============================>.] - ETA: 20s - loss: 578.9338 - logits_profile_predictions_loss: 567.3193 - logcount_predictions_loss: 0.3563 3032/3099 [============================>.] - ETA: 19s - loss: 578.9207 - logits_profile_predictions_loss: 567.3070 - logcount_predictions_loss: 0.3563 3033/3099 [============================>.] - ETA: 19s - loss: 578.9302 - logits_profile_predictions_loss: 567.3175 - logcount_predictions_loss: 0.3562 3034/3099 [============================>.] - ETA: 19s - loss: 578.9405 - logits_profile_predictions_loss: 567.3282 - logcount_predictions_loss: 0.3562 3035/3099 [============================>.] - ETA: 18s - loss: 578.9449 - logits_profile_predictions_loss: 567.3314 - logcount_predictions_loss: 0.3563 3036/3099 [============================>.] - ETA: 18s - loss: 578.9520 - logits_profile_predictions_loss: 567.3392 - logcount_predictions_loss: 0.3562 3037/3099 [============================>.] - ETA: 18s - loss: 578.9667 - logits_profile_predictions_loss: 567.3511 - logcount_predictions_loss: 0.3563 3038/3099 [============================>.] - ETA: 18s - loss: 578.9714 - logits_profile_predictions_loss: 567.3553 - logcount_predictions_loss: 0.3563 3039/3099 [============================>.] - ETA: 17s - loss: 578.9518 - logits_profile_predictions_loss: 567.3364 - logcount_predictions_loss: 0.3563 3040/3099 [============================>.] - ETA: 17s - loss: 578.9393 - logits_profile_predictions_loss: 567.3238 - logcount_predictions_loss: 0.3563 3041/3099 [============================>.] - ETA: 17s - loss: 578.9583 - logits_profile_predictions_loss: 567.3433 - logcount_predictions_loss: 0.3563 3042/3099 [============================>.] - ETA: 16s - loss: 578.9886 - logits_profile_predictions_loss: 567.3727 - logcount_predictions_loss: 0.3563 3043/3099 [============================>.] - ETA: 16s - loss: 578.9870 - logits_profile_predictions_loss: 567.3721 - logcount_predictions_loss: 0.3563 3044/3099 [============================>.] - ETA: 16s - loss: 578.9850 - logits_profile_predictions_loss: 567.3712 - logcount_predictions_loss: 0.3563 3045/3099 [============================>.] - ETA: 16s - loss: 578.9843 - logits_profile_predictions_loss: 567.3713 - logcount_predictions_loss: 0.3562 3046/3099 [============================>.] - ETA: 15s - loss: 578.9562 - logits_profile_predictions_loss: 567.3423 - logcount_predictions_loss: 0.3563 3047/3099 [============================>.] - ETA: 15s - loss: 578.9378 - logits_profile_predictions_loss: 567.3234 - logcount_predictions_loss: 0.3563 3048/3099 [============================>.] - ETA: 15s - loss: 578.9224 - logits_profile_predictions_loss: 567.3059 - logcount_predictions_loss: 0.3563 3049/3099 [============================>.] - ETA: 14s - loss: 578.9323 - logits_profile_predictions_loss: 567.3148 - logcount_predictions_loss: 0.3564 3050/3099 [============================>.] - ETA: 14s - loss: 578.9310 - logits_profile_predictions_loss: 567.3118 - logcount_predictions_loss: 0.3564 3051/3099 [============================>.] - ETA: 14s - loss: 578.9252 - logits_profile_predictions_loss: 567.3065 - logcount_predictions_loss: 0.3564 3052/3099 [============================>.] - ETA: 13s - loss: 578.9456 - logits_profile_predictions_loss: 567.3268 - logcount_predictions_loss: 0.3564 3053/3099 [============================>.] - ETA: 13s - loss: 578.9487 - logits_profile_predictions_loss: 567.3304 - logcount_predictions_loss: 0.3564 3054/3099 [============================>.] - ETA: 13s - loss: 578.9532 - logits_profile_predictions_loss: 567.3351 - logcount_predictions_loss: 0.3564 3055/3099 [============================>.] - ETA: 13s - loss: 578.9374 - logits_profile_predictions_loss: 567.3200 - logcount_predictions_loss: 0.3564 3056/3099 [============================>.] - ETA: 12s - loss: 578.9329 - logits_profile_predictions_loss: 567.3161 - logcount_predictions_loss: 0.3564 3057/3099 [============================>.] - ETA: 12s - loss: 578.9402 - logits_profile_predictions_loss: 567.3240 - logcount_predictions_loss: 0.3563 3058/3099 [============================>.] - ETA: 12s - loss: 578.9299 - logits_profile_predictions_loss: 567.3131 - logcount_predictions_loss: 0.3564 3059/3099 [============================>.] - ETA: 11s - loss: 578.9430 - logits_profile_predictions_loss: 567.3218 - logcount_predictions_loss: 0.3565 3060/3099 [============================>.] - ETA: 11s - loss: 578.9185 - logits_profile_predictions_loss: 567.2975 - logcount_predictions_loss: 0.3565 3061/3099 [============================>.] - ETA: 11s - loss: 578.9108 - logits_profile_predictions_loss: 567.2907 - logcount_predictions_loss: 0.3565 3062/3099 [============================>.] - ETA: 10s - loss: 578.9096 - logits_profile_predictions_loss: 567.2892 - logcount_predictions_loss: 0.3565 3063/3099 [============================>.] - ETA: 10s - loss: 578.9034 - logits_profile_predictions_loss: 567.2839 - logcount_predictions_loss: 0.3564 3064/3099 [============================>.] - ETA: 10s - loss: 578.9019 - logits_profile_predictions_loss: 567.2813 - logcount_predictions_loss: 0.3565 3065/3099 [============================>.] - ETA: 10s - loss: 578.8951 - logits_profile_predictions_loss: 567.2736 - logcount_predictions_loss: 0.3565 3066/3099 [============================>.] - ETA: 9s - loss: 578.8878 - logits_profile_predictions_loss: 567.2671 - logcount_predictions_loss: 0.3565  3067/3099 [============================>.] - ETA: 9s - loss: 578.9097 - logits_profile_predictions_loss: 567.2896 - logcount_predictions_loss: 0.3565 3068/3099 [============================>.] - ETA: 9s - loss: 578.8991 - logits_profile_predictions_loss: 567.2797 - logcount_predictions_loss: 0.3564 3069/3099 [============================>.] - ETA: 8s - loss: 578.9072 - logits_profile_predictions_loss: 567.2882 - logcount_predictions_loss: 0.3564 3070/3099 [============================>.] - ETA: 8s - loss: 578.8813 - logits_profile_predictions_loss: 567.2634 - logcount_predictions_loss: 0.3564 3071/3099 [============================>.] - ETA: 8s - loss: 578.8899 - logits_profile_predictions_loss: 567.2714 - logcount_predictions_loss: 0.3564 3072/3099 [============================>.] - ETA: 8s - loss: 578.8935 - logits_profile_predictions_loss: 567.2721 - logcount_predictions_loss: 0.3565 3073/3099 [============================>.] - ETA: 7s - loss: 578.8727 - logits_profile_predictions_loss: 567.2515 - logcount_predictions_loss: 0.3565 3074/3099 [============================>.] - ETA: 7s - loss: 578.8714 - logits_profile_predictions_loss: 567.2500 - logcount_predictions_loss: 0.3565 3075/3099 [============================>.] - ETA: 7s - loss: 578.8634 - logits_profile_predictions_loss: 567.2430 - logcount_predictions_loss: 0.3565 3076/3099 [============================>.] - ETA: 6s - 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3083/3099 [============================>.] - ETA: 4s - loss: 578.8439 - logits_profile_predictions_loss: 567.2236 - logcount_predictions_loss: 0.3565 3084/3099 [============================>.] - ETA: 4s - loss: 578.8191 - logits_profile_predictions_loss: 567.1993 - logcount_predictions_loss: 0.3565 3085/3099 [============================>.] - ETA: 4s - loss: 578.7936 - logits_profile_predictions_loss: 567.1733 - logcount_predictions_loss: 0.3565 3086/3099 [============================>.] - ETA: 3s - loss: 578.7997 - logits_profile_predictions_loss: 567.1804 - logcount_predictions_loss: 0.3564 3087/3099 [============================>.] - ETA: 3s - loss: 578.8058 - logits_profile_predictions_loss: 567.1865 - logcount_predictions_loss: 0.3564 3088/3099 [============================>.] - ETA: 3s - loss: 578.8091 - logits_profile_predictions_loss: 567.1897 - logcount_predictions_loss: 0.3564 3089/3099 [============================>.] - ETA: 2s - loss: 578.8120 - logits_profile_predictions_loss: 567.1923 - logcount_predictions_loss: 0.3564 3090/3099 [============================>.] - ETA: 2s - loss: 578.8102 - logits_profile_predictions_loss: 567.1901 - logcount_predictions_loss: 0.3565 3091/3099 [============================>.] - ETA: 2s - loss: 578.8022 - logits_profile_predictions_loss: 567.1830 - logcount_predictions_loss: 0.3564 3092/3099 [============================>.] - ETA: 2s - loss: 578.8051 - logits_profile_predictions_loss: 567.1851 - logcount_predictions_loss: 0.3565 3093/3099 [============================>.] - ETA: 1s - loss: 578.8091 - logits_profile_predictions_loss: 567.1900 - logcount_predictions_loss: 0.3564 3094/3099 [============================>.] - ETA: 1s - loss: 578.7918 - logits_profile_predictions_loss: 567.1728 - logcount_predictions_loss: 0.3564 3095/3099 [============================>.] - ETA: 1s - loss: 578.8083 - logits_profile_predictions_loss: 567.1888 - logcount_predictions_loss: 0.3564 3096/3099 [============================>.] - ETA: 0s - loss: 578.8051 - logits_profile_predictions_loss: 567.1852 - logcount_predictions_loss: 0.3564 3097/3099 [============================>.] - ETA: 0s - loss: 578.8111 - logits_profile_predictions_loss: 567.1910 - logcount_predictions_loss: 0.3565 3098/3099 [============================>.] - ETA: 0s - loss: 578.8353 - logits_profile_predictions_loss: 567.2156 - logcount_predictions_loss: 0.3564 3099/3099 [==============================] - ETA: 0s - loss: 578.8454 - logits_profile_predictions_loss: 567.2258 - logcount_predictions_loss: 0.3564 Epoch 14: val_loss improved from 612.85516 to 611.53522, saving model to /oak/stanford/groups/akundaje/projects/neuro-variants/chrombpnet_models/roussos_2024/K562_bias/roussos_2024.PBS/fold_4/models/chrombpnet.h5  3099/3099 [==============================] - 960s 310ms/step - loss: 578.8454 - logits_profile_predictions_loss: 567.2258 - logcount_predictions_loss: 0.3564 - val_loss: 611.5352 - val_logits_profile_predictions_loss: 597.6555 - val_logcount_predictions_loss: 0.4258 Epoch 15/50 1/3099 [..............................] - ETA: 16:18 - loss: 590.7054 - logits_profile_predictions_loss: 563.4883 - logcount_predictions_loss: 0.8349 2/3099 [..............................] - ETA: 15:12 - loss: 559.6176 - logits_profile_predictions_loss: 540.9219 - logcount_predictions_loss: 0.5735 3/3099 [..............................] - ETA: 15:13 - loss: 543.1309 - logits_profile_predictions_loss: 525.9406 - logcount_predictions_loss: 0.5273 4/3099 [..............................] - ETA: 15:12 - loss: 545.1444 - logits_profile_predictions_loss: 530.2595 - logcount_predictions_loss: 0.4566 5/3099 [..............................] - ETA: 15:11 - loss: 558.4862 - logits_profile_predictions_loss: 544.7172 - logcount_predictions_loss: 0.4224 6/3099 [..............................] - ETA: 15:10 - loss: 567.1906 - logits_profile_predictions_loss: 554.1622 - logcount_predictions_loss: 0.3996 7/3099 [..............................] - ETA: 15:10 - loss: 565.1432 - logits_profile_predictions_loss: 552.7042 - logcount_predictions_loss: 0.3816 8/3099 [..............................] - ETA: 15:10 - loss: 571.6436 - logits_profile_predictions_loss: 559.3595 - logcount_predictions_loss: 0.3768 9/3099 [..............................] - ETA: 15:10 - loss: 565.9279 - logits_profile_predictions_loss: 553.6682 - logcount_predictions_loss: 0.3761 10/3099 [..............................] - ETA: 15:10 - loss: 564.2455 - logits_profile_predictions_loss: 552.4410 - logcount_predictions_loss: 0.3621 11/3099 [..............................] - ETA: 15:09 - loss: 564.0656 - logits_profile_predictions_loss: 552.4297 - logcount_predictions_loss: 0.3569 12/3099 [..............................] - ETA: 15:09 - loss: 567.6671 - logits_profile_predictions_loss: 556.1818 - logcount_predictions_loss: 0.3523 13/3099 [..............................] - ETA: 15:09 - loss: 569.2214 - logits_profile_predictions_loss: 557.5836 - logcount_predictions_loss: 0.3570 14/3099 [..............................] - ETA: 15:08 - loss: 572.8394 - logits_profile_predictions_loss: 561.2603 - logcount_predictions_loss: 0.3552 15/3099 [..............................] - ETA: 15:08 - loss: 572.5156 - logits_profile_predictions_loss: 560.2673 - logcount_predictions_loss: 0.3757 16/3099 [..............................] - ETA: 15:08 - loss: 570.4133 - logits_profile_predictions_loss: 558.2396 - logcount_predictions_loss: 0.3734 17/3099 [..............................] - ETA: 15:08 - loss: 566.8580 - logits_profile_predictions_loss: 554.8858 - logcount_predictions_loss: 0.3672 18/3099 [..............................] - ETA: 15:07 - loss: 565.9851 - logits_profile_predictions_loss: 553.6533 - logcount_predictions_loss: 0.3783 19/3099 [..............................] - ETA: 15:07 - loss: 563.4714 - logits_profile_predictions_loss: 551.2718 - logcount_predictions_loss: 0.3742 20/3099 [..............................] - ETA: 15:07 - loss: 562.6857 - logits_profile_predictions_loss: 550.5393 - logcount_predictions_loss: 0.3726 21/3099 [..............................] - ETA: 15:06 - loss: 561.7135 - logits_profile_predictions_loss: 549.5911 - logcount_predictions_loss: 0.3719 22/3099 [..............................] - ETA: 15:06 - loss: 561.9350 - logits_profile_predictions_loss: 549.8844 - logcount_predictions_loss: 0.3697 23/3099 [..............................] - ETA: 15:06 - loss: 565.7173 - logits_profile_predictions_loss: 553.7197 - logcount_predictions_loss: 0.3680 24/3099 [..............................] - ETA: 15:06 - loss: 569.0955 - logits_profile_predictions_loss: 556.9710 - logcount_predictions_loss: 0.3719 25/3099 [..............................] - ETA: 15:05 - loss: 571.7610 - logits_profile_predictions_loss: 559.7106 - logcount_predictions_loss: 0.3696 26/3099 [..............................] - ETA: 15:05 - loss: 570.5410 - logits_profile_predictions_loss: 558.5682 - logcount_predictions_loss: 0.3673 27/3099 [..............................] - ETA: 15:05 - loss: 577.5417 - logits_profile_predictions_loss: 565.6618 - logcount_predictions_loss: 0.3644 28/3099 [..............................] - ETA: 15:05 - loss: 576.1086 - logits_profile_predictions_loss: 564.2978 - logcount_predictions_loss: 0.3623 29/3099 [..............................] - ETA: 15:04 - loss: 573.4023 - logits_profile_predictions_loss: 561.6769 - logcount_predictions_loss: 0.3597 30/3099 [..............................] - ETA: 15:04 - loss: 573.6285 - logits_profile_predictions_loss: 562.0115 - logcount_predictions_loss: 0.3563 31/3099 [..............................] - ETA: 15:04 - loss: 572.1844 - logits_profile_predictions_loss: 560.6731 - logcount_predictions_loss: 0.3531 32/3099 [..............................] - ETA: 15:04 - loss: 572.7455 - logits_profile_predictions_loss: 561.1978 - logcount_predictions_loss: 0.3542 33/3099 [..............................] - ETA: 15:04 - loss: 575.9408 - logits_profile_predictions_loss: 564.4476 - logcount_predictions_loss: 0.3526 34/3099 [..............................] - ETA: 15:04 - loss: 575.6313 - logits_profile_predictions_loss: 564.1223 - logcount_predictions_loss: 0.3530 35/3099 [..............................] - ETA: 15:04 - loss: 574.1249 - logits_profile_predictions_loss: 562.5045 - logcount_predictions_loss: 0.3565 36/3099 [..............................] - ETA: 15:03 - loss: 573.6917 - logits_profile_predictions_loss: 562.0991 - logcount_predictions_loss: 0.3556 37/3099 [..............................] - ETA: 15:03 - loss: 575.7622 - logits_profile_predictions_loss: 564.1437 - logcount_predictions_loss: 0.3564 38/3099 [..............................] - ETA: 15:03 - loss: 574.9109 - logits_profile_predictions_loss: 563.3534 - logcount_predictions_loss: 0.3545 39/3099 [..............................] - ETA: 15:04 - loss: 574.1923 - logits_profile_predictions_loss: 562.6813 - logcount_predictions_loss: 0.3531 40/3099 [..............................] - ETA: 15:03 - loss: 572.9222 - logits_profile_predictions_loss: 561.5146 - logcount_predictions_loss: 0.3499 41/3099 [..............................] - ETA: 15:03 - loss: 573.9963 - logits_profile_predictions_loss: 562.4961 - logcount_predictions_loss: 0.3528 42/3099 [..............................] - ETA: 15:03 - loss: 573.6196 - logits_profile_predictions_loss: 562.2050 - logcount_predictions_loss: 0.3501 43/3099 [..............................] - ETA: 15:03 - loss: 573.7726 - logits_profile_predictions_loss: 562.3848 - logcount_predictions_loss: 0.3493 44/3099 [..............................] - ETA: 15:02 - loss: 574.3369 - logits_profile_predictions_loss: 563.0207 - logcount_predictions_loss: 0.3471 45/3099 [..............................] - ETA: 15:02 - loss: 573.0369 - logits_profile_predictions_loss: 561.7408 - logcount_predictions_loss: 0.3465 46/3099 [..............................] - ETA: 15:02 - loss: 573.8876 - logits_profile_predictions_loss: 562.5897 - logcount_predictions_loss: 0.3466 47/3099 [..............................] - ETA: 15:02 - loss: 573.2863 - logits_profile_predictions_loss: 562.0681 - logcount_predictions_loss: 0.3441 48/3099 [..............................] - ETA: 15:01 - loss: 573.7027 - logits_profile_predictions_loss: 562.4683 - logcount_predictions_loss: 0.3446 49/3099 [..............................] - ETA: 15:01 - loss: 573.5690 - logits_profile_predictions_loss: 562.3625 - logcount_predictions_loss: 0.3438 50/3099 [..............................] - ETA: 15:01 - loss: 573.6473 - logits_profile_predictions_loss: 562.3990 - logcount_predictions_loss: 0.3450 51/3099 [..............................] - ETA: 15:00 - loss: 573.6169 - logits_profile_predictions_loss: 562.2935 - logcount_predictions_loss: 0.3473 52/3099 [..............................] - ETA: 15:00 - loss: 574.2693 - logits_profile_predictions_loss: 562.9207 - logcount_predictions_loss: 0.3481 53/3099 [..............................] - ETA: 15:00 - loss: 574.2932 - logits_profile_predictions_loss: 562.9680 - logcount_predictions_loss: 0.3474 54/3099 [..............................] - ETA: 15:00 - loss: 572.8433 - logits_profile_predictions_loss: 561.4832 - logcount_predictions_loss: 0.3485 55/3099 [..............................] - ETA: 14:59 - loss: 572.6071 - logits_profile_predictions_loss: 561.2158 - logcount_predictions_loss: 0.3494 56/3099 [..............................] - ETA: 14:59 - loss: 572.5616 - logits_profile_predictions_loss: 561.1750 - logcount_predictions_loss: 0.3493 57/3099 [..............................] - ETA: 14:59 - loss: 571.6152 - logits_profile_predictions_loss: 560.2731 - logcount_predictions_loss: 0.3479 58/3099 [..............................] - ETA: 14:58 - loss: 571.7858 - logits_profile_predictions_loss: 560.4900 - logcount_predictions_loss: 0.3465 59/3099 [..............................] - ETA: 14:58 - loss: 572.2482 - logits_profile_predictions_loss: 560.9750 - logcount_predictions_loss: 0.3458 60/3099 [..............................] - ETA: 14:58 - loss: 572.8635 - logits_profile_predictions_loss: 561.5947 - logcount_predictions_loss: 0.3457 61/3099 [..............................] - ETA: 14:57 - loss: 573.5305 - logits_profile_predictions_loss: 562.2440 - logcount_predictions_loss: 0.3462 62/3099 [..............................] - ETA: 14:57 - loss: 573.6976 - logits_profile_predictions_loss: 562.4151 - logcount_predictions_loss: 0.3461 63/3099 [..............................] - ETA: 14:57 - loss: 574.5181 - logits_profile_predictions_loss: 563.2297 - logcount_predictions_loss: 0.3463 64/3099 [..............................] - ETA: 14:57 - loss: 573.8334 - logits_profile_predictions_loss: 562.5711 - logcount_predictions_loss: 0.3455 65/3099 [..............................] - ETA: 14:56 - loss: 573.6728 - 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566.7433 - logcount_predictions_loss: 0.3477 3069/3099 [============================>.] - ETA: 8s - loss: 578.0587 - logits_profile_predictions_loss: 566.7240 - logcount_predictions_loss: 0.3477 3070/3099 [============================>.] - ETA: 8s - loss: 578.0739 - logits_profile_predictions_loss: 566.7403 - logcount_predictions_loss: 0.3477 3071/3099 [============================>.] - ETA: 8s - loss: 578.0720 - logits_profile_predictions_loss: 566.7390 - logcount_predictions_loss: 0.3477 3072/3099 [============================>.] - ETA: 8s - loss: 578.0566 - logits_profile_predictions_loss: 566.7217 - logcount_predictions_loss: 0.3477 3073/3099 [============================>.] - ETA: 7s - loss: 578.0425 - logits_profile_predictions_loss: 566.7076 - logcount_predictions_loss: 0.3477 3074/3099 [============================>.] - ETA: 7s - loss: 578.0359 - logits_profile_predictions_loss: 566.7001 - logcount_predictions_loss: 0.3477 3075/3099 [============================>.] - ETA: 7s - loss: 578.0333 - logits_profile_predictions_loss: 566.6981 - logcount_predictions_loss: 0.3477 3076/3099 [============================>.] - ETA: 6s - loss: 578.0127 - logits_profile_predictions_loss: 566.6784 - logcount_predictions_loss: 0.3477 3077/3099 [============================>.] - ETA: 6s - loss: 578.0239 - logits_profile_predictions_loss: 566.6898 - logcount_predictions_loss: 0.3477 3078/3099 [============================>.] - ETA: 6s - loss: 578.0489 - logits_profile_predictions_loss: 566.7152 - logcount_predictions_loss: 0.3477 3079/3099 [============================>.] - ETA: 5s - loss: 578.0827 - logits_profile_predictions_loss: 566.7488 - logcount_predictions_loss: 0.3477 3080/3099 [============================>.] - ETA: 5s - loss: 578.0631 - logits_profile_predictions_loss: 566.7307 - logcount_predictions_loss: 0.3476 3081/3099 [============================>.] - ETA: 5s - loss: 578.0818 - logits_profile_predictions_loss: 566.7493 - logcount_predictions_loss: 0.3476 3082/3099 [============================>.] - ETA: 5s - loss: 578.0698 - logits_profile_predictions_loss: 566.7377 - logcount_predictions_loss: 0.3476 3083/3099 [============================>.] - ETA: 4s - loss: 578.0570 - logits_profile_predictions_loss: 566.7264 - logcount_predictions_loss: 0.3476 3084/3099 [============================>.] - ETA: 4s - loss: 578.0392 - logits_profile_predictions_loss: 566.7094 - logcount_predictions_loss: 0.3476 3085/3099 [============================>.] - ETA: 4s - loss: 578.0510 - logits_profile_predictions_loss: 566.7206 - logcount_predictions_loss: 0.3476 3086/3099 [============================>.] - ETA: 3s - loss: 578.0569 - logits_profile_predictions_loss: 566.7268 - logcount_predictions_loss: 0.3476 3087/3099 [============================>.] - ETA: 3s - loss: 578.0488 - logits_profile_predictions_loss: 566.7174 - logcount_predictions_loss: 0.3476 3088/3099 [============================>.] - ETA: 3s - loss: 578.0422 - logits_profile_predictions_loss: 566.7119 - logcount_predictions_loss: 0.3476 3089/3099 [============================>.] - ETA: 2s - loss: 578.0469 - logits_profile_predictions_loss: 566.7175 - logcount_predictions_loss: 0.3475 3090/3099 [============================>.] - ETA: 2s - loss: 578.0322 - logits_profile_predictions_loss: 566.7032 - logcount_predictions_loss: 0.3475 3091/3099 [============================>.] - ETA: 2s - loss: 578.0460 - logits_profile_predictions_loss: 566.7176 - logcount_predictions_loss: 0.3475 3092/3099 [============================>.] - ETA: 2s - loss: 578.0541 - logits_profile_predictions_loss: 566.7252 - logcount_predictions_loss: 0.3475 3093/3099 [============================>.] - ETA: 1s - loss: 578.0580 - logits_profile_predictions_loss: 566.7288 - logcount_predictions_loss: 0.3475 3094/3099 [============================>.] - ETA: 1s - loss: 578.0516 - logits_profile_predictions_loss: 566.7227 - logcount_predictions_loss: 0.3475 3095/3099 [============================>.] - ETA: 1s - loss: 578.0557 - logits_profile_predictions_loss: 566.7267 - logcount_predictions_loss: 0.3475 3096/3099 [============================>.] - ETA: 0s - loss: 578.0579 - logits_profile_predictions_loss: 566.7283 - logcount_predictions_loss: 0.3476 3097/3099 [============================>.] - ETA: 0s - loss: 578.0865 - logits_profile_predictions_loss: 566.7576 - logcount_predictions_loss: 0.3475 3098/3099 [============================>.] - ETA: 0s - loss: 578.0919 - logits_profile_predictions_loss: 566.7635 - logcount_predictions_loss: 0.3475 3099/3099 [==============================] - ETA: 0s - loss: 578.1128 - logits_profile_predictions_loss: 566.7842 - logcount_predictions_loss: 0.3475 Epoch 15: val_loss did not improve from 611.53522  3099/3099 [==============================] - 961s 310ms/step - loss: 578.1128 - logits_profile_predictions_loss: 566.7842 - logcount_predictions_loss: 0.3475 - val_loss: 615.3087 - val_logits_profile_predictions_loss: 599.6095 - val_logcount_predictions_loss: 0.4816 Epoch 16/50 1/3099 [..............................] - ETA: 16:30 - loss: 557.2441 - logits_profile_predictions_loss: 542.9671 - logcount_predictions_loss: 0.4379 2/3099 [..............................] - ETA: 15:14 - loss: 582.4259 - logits_profile_predictions_loss: 570.8199 - logcount_predictions_loss: 0.3560 3/3099 [..............................] - ETA: 15:14 - loss: 587.3586 - logits_profile_predictions_loss: 575.3468 - logcount_predictions_loss: 0.3685 4/3099 [..............................] - ETA: 15:14 - loss: 567.5342 - logits_profile_predictions_loss: 556.6482 - logcount_predictions_loss: 0.3339 5/3099 [..............................] - ETA: 15:14 - loss: 567.1511 - logits_profile_predictions_loss: 556.0682 - logcount_predictions_loss: 0.3400 6/3099 [..............................] - ETA: 15:14 - loss: 564.0109 - logits_profile_predictions_loss: 553.0248 - logcount_predictions_loss: 0.3370 7/3099 [..............................] - ETA: 15:13 - loss: 573.9786 - logits_profile_predictions_loss: 562.6807 - logcount_predictions_loss: 0.3466 8/3099 [..............................] - ETA: 15:13 - loss: 570.4051 - logits_profile_predictions_loss: 559.0242 - logcount_predictions_loss: 0.3491 9/3099 [..............................] - ETA: 15:13 - loss: 571.9695 - logits_profile_predictions_loss: 560.7916 - logcount_predictions_loss: 0.3429 10/3099 [..............................] - ETA: 15:12 - loss: 570.7476 - logits_profile_predictions_loss: 559.1926 - logcount_predictions_loss: 0.3544 11/3099 [..............................] - ETA: 15:12 - loss: 570.2634 - logits_profile_predictions_loss: 558.9903 - logcount_predictions_loss: 0.3458 12/3099 [..............................] - ETA: 15:12 - loss: 570.0366 - logits_profile_predictions_loss: 558.9279 - logcount_predictions_loss: 0.3408 13/3099 [..............................] - ETA: 15:11 - loss: 567.5856 - logits_profile_predictions_loss: 556.7744 - logcount_predictions_loss: 0.3316 14/3099 [..............................] - ETA: 15:11 - loss: 569.9551 - logits_profile_predictions_loss: 559.2521 - logcount_predictions_loss: 0.3283 15/3099 [..............................] - ETA: 15:11 - loss: 569.8493 - logits_profile_predictions_loss: 559.1917 - logcount_predictions_loss: 0.3269 16/3099 [..............................] - ETA: 15:11 - loss: 570.7904 - logits_profile_predictions_loss: 560.3176 - logcount_predictions_loss: 0.3213 17/3099 [..............................] - ETA: 15:10 - loss: 572.2234 - logits_profile_predictions_loss: 561.7315 - logcount_predictions_loss: 0.3218 18/3099 [..............................] - ETA: 15:11 - loss: 569.8176 - logits_profile_predictions_loss: 559.3701 - logcount_predictions_loss: 0.3205 19/3099 [..............................] - ETA: 15:11 - loss: 568.6044 - logits_profile_predictions_loss: 558.2214 - logcount_predictions_loss: 0.3185 20/3099 [..............................] - ETA: 15:11 - loss: 572.6146 - logits_profile_predictions_loss: 562.2912 - logcount_predictions_loss: 0.3167 21/3099 [..............................] - ETA: 15:10 - loss: 570.3022 - logits_profile_predictions_loss: 559.8362 - logcount_predictions_loss: 0.3210 22/3099 [..............................] - ETA: 15:10 - loss: 570.8096 - logits_profile_predictions_loss: 560.5007 - logcount_predictions_loss: 0.3162 23/3099 [..............................] - ETA: 15:09 - loss: 570.9589 - logits_profile_predictions_loss: 560.7915 - logcount_predictions_loss: 0.3119 24/3099 [..............................] - ETA: 15:09 - loss: 569.5597 - logits_profile_predictions_loss: 559.1017 - logcount_predictions_loss: 0.3208 25/3099 [..............................] - ETA: 15:09 - loss: 569.0474 - logits_profile_predictions_loss: 558.6556 - logcount_predictions_loss: 0.3188 26/3099 [..............................] - ETA: 15:08 - loss: 567.4228 - logits_profile_predictions_loss: 557.1090 - logcount_predictions_loss: 0.3164 27/3099 [..............................] - ETA: 15:08 - loss: 566.2292 - logits_profile_predictions_loss: 556.0331 - logcount_predictions_loss: 0.3128 28/3099 [..............................] - ETA: 15:08 - loss: 567.3207 - logits_profile_predictions_loss: 557.1920 - logcount_predictions_loss: 0.3107 29/3099 [..............................] - ETA: 15:07 - loss: 566.7890 - logits_profile_predictions_loss: 556.7058 - logcount_predictions_loss: 0.3093 30/3099 [..............................] - ETA: 15:07 - loss: 567.0192 - logits_profile_predictions_loss: 556.7057 - logcount_predictions_loss: 0.3164 31/3099 [..............................] - ETA: 15:07 - loss: 568.5247 - logits_profile_predictions_loss: 558.2146 - logcount_predictions_loss: 0.3163 32/3099 [..............................] - ETA: 15:06 - loss: 567.7573 - logits_profile_predictions_loss: 557.5317 - logcount_predictions_loss: 0.3137 33/3099 [..............................] - ETA: 15:06 - loss: 568.3407 - logits_profile_predictions_loss: 558.0907 - logcount_predictions_loss: 0.3144 34/3099 [..............................] - ETA: 15:05 - loss: 568.6515 - logits_profile_predictions_loss: 558.3974 - logcount_predictions_loss: 0.3145 35/3099 [..............................] - ETA: 15:07 - loss: 567.4478 - logits_profile_predictions_loss: 557.2236 - logcount_predictions_loss: 0.3136 36/3099 [..............................] - ETA: 15:07 - loss: 567.8754 - logits_profile_predictions_loss: 557.5886 - logcount_predictions_loss: 0.3155 37/3099 [..............................] - ETA: 15:07 - loss: 569.6131 - logits_profile_predictions_loss: 559.2752 - logcount_predictions_loss: 0.3171 38/3099 [..............................] - ETA: 15:06 - loss: 569.3174 - logits_profile_predictions_loss: 558.8941 - logcount_predictions_loss: 0.3197 39/3099 [..............................] - ETA: 15:06 - loss: 571.1988 - logits_profile_predictions_loss: 560.6000 - logcount_predictions_loss: 0.3251 40/3099 [..............................] - ETA: 15:05 - loss: 571.5181 - logits_profile_predictions_loss: 560.7687 - logcount_predictions_loss: 0.3297 41/3099 [..............................] - ETA: 15:05 - loss: 570.0416 - logits_profile_predictions_loss: 559.2455 - logcount_predictions_loss: 0.3312 42/3099 [..............................] - ETA: 15:05 - loss: 569.3224 - logits_profile_predictions_loss: 558.4775 - logcount_predictions_loss: 0.3327 43/3099 [..............................] - ETA: 15:04 - loss: 569.4073 - logits_profile_predictions_loss: 558.6766 - logcount_predictions_loss: 0.3292 44/3099 [..............................] - ETA: 15:04 - loss: 567.7310 - logits_profile_predictions_loss: 557.0523 - logcount_predictions_loss: 0.3276 45/3099 [..............................] - ETA: 15:04 - loss: 566.0483 - logits_profile_predictions_loss: 555.3882 - logcount_predictions_loss: 0.3270 46/3099 [..............................] - ETA: 15:03 - loss: 567.3955 - logits_profile_predictions_loss: 556.7237 - logcount_predictions_loss: 0.3274 47/3099 [..............................] - ETA: 15:03 - loss: 566.4324 - logits_profile_predictions_loss: 555.7757 - logcount_predictions_loss: 0.3269 48/3099 [..............................] - ETA: 15:02 - loss: 567.1088 - logits_profile_predictions_loss: 556.4713 - logcount_predictions_loss: 0.3263 49/3099 [..............................] - ETA: 15:02 - loss: 568.6357 - logits_profile_predictions_loss: 557.8995 - logcount_predictions_loss: 0.3293 50/3099 [..............................] - ETA: 15:02 - loss: 569.1472 - logits_profile_predictions_loss: 558.2885 - logcount_predictions_loss: 0.3331 51/3099 [..............................] - ETA: 15:01 - loss: 568.9269 - logits_profile_predictions_loss: 558.0507 - logcount_predictions_loss: 0.3336 52/3099 [..............................] - ETA: 15:01 - loss: 568.3300 - logits_profile_predictions_loss: 557.3752 - logcount_predictions_loss: 0.3360 53/3099 [..............................] - ETA: 15:01 - loss: 568.7596 - logits_profile_predictions_loss: 557.5356 - logcount_predictions_loss: 0.3443 54/3099 [..............................] - ETA: 15:01 - loss: 569.3407 - logits_profile_predictions_loss: 558.1620 - logcount_predictions_loss: 0.3429 55/3099 [..............................] - ETA: 15:00 - loss: 570.4716 - logits_profile_predictions_loss: 559.2796 - logcount_predictions_loss: 0.3433 56/3099 [..............................] - ETA: 15:00 - loss: 568.3203 - logits_profile_predictions_loss: 557.2280 - logcount_predictions_loss: 0.3402 57/3099 [..............................] - ETA: 15:00 - loss: 569.8220 - logits_profile_predictions_loss: 558.6987 - logcount_predictions_loss: 0.3412 58/3099 [..............................] - ETA: 14:59 - loss: 569.3003 - logits_profile_predictions_loss: 558.2230 - logcount_predictions_loss: 0.3398 59/3099 [..............................] - ETA: 14:59 - loss: 569.4899 - logits_profile_predictions_loss: 558.3430 - logcount_predictions_loss: 0.3419 60/3099 [..............................] - ETA: 14:59 - loss: 569.5508 - logits_profile_predictions_loss: 558.4394 - logcount_predictions_loss: 0.3408 61/3099 [..............................] - ETA: 14:58 - loss: 568.4987 - logits_profile_predictions_loss: 557.4152 - logcount_predictions_loss: 0.3400 62/3099 [..............................] - ETA: 14:58 - loss: 567.5950 - logits_profile_predictions_loss: 556.4714 - logcount_predictions_loss: 0.3412 63/3099 [..............................] - ETA: 14:58 - loss: 567.1124 - logits_profile_predictions_loss: 555.9068 - logcount_predictions_loss: 0.3437 64/3099 [..............................] - ETA: 14:57 - loss: 567.6620 - logits_profile_predictions_loss: 556.4742 - logcount_predictions_loss: 0.3432 65/3099 [..............................] - ETA: 14:57 - loss: 568.7351 - logits_profile_predictions_loss: 557.4784 - logcount_predictions_loss: 0.3453 66/3099 [..............................] - ETA: 14:57 - loss: 568.7260 - logits_profile_predictions_loss: 557.4572 - logcount_predictions_loss: 0.3457 67/3099 [..............................] - ETA: 14:56 - loss: 569.5368 - logits_profile_predictions_loss: 558.2712 - logcount_predictions_loss: 0.3456 68/3099 [..............................] - ETA: 14:56 - loss: 569.3796 - logits_profile_predictions_loss: 558.1559 - logcount_predictions_loss: 0.3443 69/3099 [..............................] - ETA: 14:56 - loss: 569.3718 - logits_profile_predictions_loss: 558.1681 - logcount_predictions_loss: 0.3437 70/3099 [..............................] - ETA: 14:56 - loss: 570.3619 - logits_profile_predictions_loss: 559.1136 - logcount_predictions_loss: 0.3450 71/3099 [..............................] - ETA: 14:55 - loss: 569.4915 - logits_profile_predictions_loss: 558.1556 - logcount_predictions_loss: 0.3477 72/3099 [..............................] - ETA: 14:55 - loss: 570.2654 - logits_profile_predictions_loss: 558.8942 - logcount_predictions_loss: 0.3488 73/3099 [..............................] - ETA: 14:55 - loss: 570.3683 - logits_profile_predictions_loss: 559.0181 - logcount_predictions_loss: 0.3482 74/3099 [..............................] - ETA: 14:54 - loss: 569.5499 - logits_profile_predictions_loss: 558.2127 - logcount_predictions_loss: 0.3478 75/3099 [..............................] - ETA: 14:54 - loss: 569.2062 - logits_profile_predictions_loss: 557.8585 - logcount_predictions_loss: 0.3481 76/3099 [..............................] - ETA: 14:54 - loss: 568.1677 - logits_profile_predictions_loss: 556.8077 - logcount_predictions_loss: 0.3485 77/3099 [..............................] - ETA: 14:53 - loss: 568.2618 - logits_profile_predictions_loss: 556.8897 - logcount_predictions_loss: 0.3488 78/3099 [..............................] - ETA: 14:53 - loss: 568.3439 - logits_profile_predictions_loss: 556.9817 - logcount_predictions_loss: 0.3485 79/3099 [..............................] - ETA: 14:53 - loss: 568.4809 - logits_profile_predictions_loss: 557.1136 - logcount_predictions_loss: 0.3487 80/3099 [..............................] - ETA: 14:52 - loss: 568.7236 - logits_profile_predictions_loss: 557.3347 - logcount_predictions_loss: 0.3494 81/3099 [..............................] - ETA: 14:52 - loss: 569.3022 - logits_profile_predictions_loss: 557.9133 - logcount_predictions_loss: 0.3494 82/3099 [..............................] - ETA: 14:52 - loss: 569.9876 - logits_profile_predictions_loss: 558.5574 - logcount_predictions_loss: 0.3506 83/3099 [..............................] - ETA: 14:51 - loss: 570.5281 - logits_profile_predictions_loss: 559.1168 - logcount_predictions_loss: 0.3500 84/3099 [..............................] - ETA: 14:51 - loss: 569.8527 - logits_profile_predictions_loss: 558.2958 - logcount_predictions_loss: 0.3545 85/3099 [..............................] - ETA: 14:51 - loss: 570.3030 - logits_profile_predictions_loss: 558.7689 - logcount_predictions_loss: 0.3538 86/3099 [..............................] - ETA: 14:51 - loss: 570.3235 - logits_profile_predictions_loss: 558.7666 - logcount_predictions_loss: 0.3545 87/3099 [..............................] - ETA: 14:51 - loss: 570.7982 - logits_profile_predictions_loss: 559.2274 - logcount_predictions_loss: 0.3549 88/3099 [..............................] - ETA: 14:51 - loss: 570.4034 - logits_profile_predictions_loss: 558.8184 - logcount_predictions_loss: 0.3554 89/3099 [..............................] - ETA: 14:50 - loss: 570.5191 - logits_profile_predictions_loss: 558.9207 - logcount_predictions_loss: 0.3558 90/3099 [..............................] - ETA: 14:50 - loss: 572.1222 - logits_profile_predictions_loss: 560.4983 - logcount_predictions_loss: 0.3566 91/3099 [..............................] - ETA: 14:50 - loss: 571.5490 - logits_profile_predictions_loss: 559.9180 - logcount_predictions_loss: 0.3568 92/3099 [..............................] - ETA: 14:49 - loss: 572.4348 - logits_profile_predictions_loss: 560.7757 - logcount_predictions_loss: 0.3576 93/3099 [..............................] - ETA: 14:49 - loss: 572.8950 - logits_profile_predictions_loss: 561.2623 - logcount_predictions_loss: 0.3568 94/3099 [..............................] - ETA: 14:49 - loss: 572.8996 - logits_profile_predictions_loss: 561.2837 - logcount_predictions_loss: 0.3563 95/3099 [..............................] - ETA: 14:48 - loss: 572.4056 - logits_profile_predictions_loss: 560.7831 - logcount_predictions_loss: 0.3565 96/3099 [..............................] - ETA: 14:48 - loss: 572.7700 - logits_profile_predictions_loss: 561.1063 - logcount_predictions_loss: 0.3578 97/3099 [..............................] - ETA: 14:48 - loss: 572.7272 - logits_profile_predictions_loss: 560.9800 - logcount_predictions_loss: 0.3603 98/3099 [..............................] - ETA: 14:48 - loss: 572.7428 - logits_profile_predictions_loss: 560.9949 - logcount_predictions_loss: 0.3604 99/3099 [..............................] - ETA: 14:47 - loss: 573.2610 - logits_profile_predictions_loss: 561.5344 - logcount_predictions_loss: 0.3597 100/3099 [..............................] - ETA: 14:47 - loss: 573.1461 - logits_profile_predictions_loss: 561.4456 - logcount_predictions_loss: 0.3589 101/3099 [..............................] - ETA: 14:47 - loss: 573.3707 - logits_profile_predictions_loss: 561.6261 - logcount_predictions_loss: 0.3603 102/3099 [..............................] - ETA: 14:46 - loss: 573.6732 - logits_profile_predictions_loss: 561.9106 - logcount_predictions_loss: 0.3608 103/3099 [..............................] - ETA: 14:46 - loss: 573.2932 - logits_profile_predictions_loss: 561.5698 - logcount_predictions_loss: 0.3596 104/3099 [>.............................] - ETA: 14:46 - loss: 573.9352 - logits_profile_predictions_loss: 562.2171 - logcount_predictions_loss: 0.3595 105/3099 [>.............................] - ETA: 14:45 - loss: 574.0804 - logits_profile_predictions_loss: 562.3737 - logcount_predictions_loss: 0.3591 106/3099 [>.............................] - ETA: 14:45 - loss: 573.8046 - logits_profile_predictions_loss: 562.1484 - logcount_predictions_loss: 0.3576 107/3099 [>.............................] - ETA: 14:45 - loss: 573.4613 - logits_profile_predictions_loss: 561.8466 - logcount_predictions_loss: 0.3563 108/3099 [>.............................] - ETA: 14:45 - loss: 573.3591 - logits_profile_predictions_loss: 561.7423 - logcount_predictions_loss: 0.3563 109/3099 [>.............................] - ETA: 14:44 - loss: 574.3405 - logits_profile_predictions_loss: 562.7172 - logcount_predictions_loss: 0.3565 110/3099 [>.............................] - ETA: 14:44 - loss: 574.3007 - logits_profile_predictions_loss: 562.6954 - logcount_predictions_loss: 0.3560 111/3099 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[===>..........................] - ETA: 12:53 - loss: 578.1415 - logits_profile_predictions_loss: 566.9014 - logcount_predictions_loss: 0.3448 489/3099 [===>..........................] - ETA: 12:53 - loss: 578.2361 - logits_profile_predictions_loss: 566.9948 - logcount_predictions_loss: 0.3448 490/3099 [===>..........................] - ETA: 12:52 - loss: 578.5168 - logits_profile_predictions_loss: 567.2731 - logcount_predictions_loss: 0.3449 491/3099 [===>..........................] - ETA: 12:52 - loss: 578.4354 - logits_profile_predictions_loss: 567.1975 - logcount_predictions_loss: 0.3447 492/3099 [===>..........................] - ETA: 12:52 - loss: 578.3598 - logits_profile_predictions_loss: 567.1262 - logcount_predictions_loss: 0.3446 493/3099 [===>..........................] - ETA: 12:51 - loss: 578.2760 - logits_profile_predictions_loss: 567.0460 - logcount_predictions_loss: 0.3445 494/3099 [===>..........................] - ETA: 12:51 - loss: 578.1283 - 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logits_profile_predictions_loss: 566.7250 - logcount_predictions_loss: 0.3431 508/3099 [===>..........................] - ETA: 12:47 - loss: 577.8728 - logits_profile_predictions_loss: 566.6949 - logcount_predictions_loss: 0.3429 509/3099 [===>..........................] - ETA: 12:47 - loss: 577.7308 - logits_profile_predictions_loss: 566.5541 - logcount_predictions_loss: 0.3428 510/3099 [===>..........................] - ETA: 12:46 - loss: 577.6492 - logits_profile_predictions_loss: 566.4734 - logcount_predictions_loss: 0.3428 511/3099 [===>..........................] - ETA: 12:47 - loss: 577.6230 - logits_profile_predictions_loss: 566.4468 - logcount_predictions_loss: 0.3428 512/3099 [===>..........................] - ETA: 12:46 - loss: 577.5821 - logits_profile_predictions_loss: 566.3984 - logcount_predictions_loss: 0.3431 513/3099 [===>..........................] - ETA: 12:46 - loss: 577.5629 - logits_profile_predictions_loss: 566.3859 - logcount_predictions_loss: 0.3429 514/3099 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[============================>.] - ETA: 22s - loss: 576.3798 - logits_profile_predictions_loss: 565.1733 - logcount_predictions_loss: 0.3437 3024/3099 [============================>.] - ETA: 22s - loss: 576.3527 - logits_profile_predictions_loss: 565.1450 - logcount_predictions_loss: 0.3438 3025/3099 [============================>.] - ETA: 21s - loss: 576.3879 - logits_profile_predictions_loss: 565.1807 - logcount_predictions_loss: 0.3438 3026/3099 [============================>.] - ETA: 21s - loss: 576.3672 - logits_profile_predictions_loss: 565.1606 - logcount_predictions_loss: 0.3437 3027/3099 [============================>.] - ETA: 21s - loss: 576.3811 - logits_profile_predictions_loss: 565.1750 - logcount_predictions_loss: 0.3437 3028/3099 [============================>.] - ETA: 21s - loss: 576.3791 - logits_profile_predictions_loss: 565.1721 - logcount_predictions_loss: 0.3438 3029/3099 [============================>.] - ETA: 20s - loss: 576.3572 - 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[============================>.] - ETA: 18s - loss: 576.3373 - logits_profile_predictions_loss: 565.1340 - logcount_predictions_loss: 0.3436 3037/3099 [============================>.] - ETA: 18s - loss: 576.3246 - logits_profile_predictions_loss: 565.1218 - logcount_predictions_loss: 0.3436 3038/3099 [============================>.] - ETA: 18s - loss: 576.3503 - logits_profile_predictions_loss: 565.1473 - logcount_predictions_loss: 0.3436 3039/3099 [============================>.] - ETA: 17s - loss: 576.3538 - logits_profile_predictions_loss: 565.1503 - logcount_predictions_loss: 0.3437 3040/3099 [============================>.] - ETA: 17s - loss: 576.3445 - logits_profile_predictions_loss: 565.1412 - logcount_predictions_loss: 0.3436 3041/3099 [============================>.] - ETA: 17s - loss: 576.3467 - logits_profile_predictions_loss: 565.1440 - logcount_predictions_loss: 0.3436 3042/3099 [============================>.] - ETA: 16s - loss: 576.3733 - 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[============================>.] - ETA: 14s - loss: 576.4508 - logits_profile_predictions_loss: 565.2435 - logcount_predictions_loss: 0.3438 3050/3099 [============================>.] - ETA: 14s - loss: 576.4294 - logits_profile_predictions_loss: 565.2219 - logcount_predictions_loss: 0.3438 3051/3099 [============================>.] - ETA: 14s - loss: 576.4640 - logits_profile_predictions_loss: 565.2560 - logcount_predictions_loss: 0.3438 3052/3099 [============================>.] - ETA: 13s - loss: 576.4774 - logits_profile_predictions_loss: 565.2694 - logcount_predictions_loss: 0.3438 3053/3099 [============================>.] - ETA: 13s - loss: 576.4752 - logits_profile_predictions_loss: 565.2678 - logcount_predictions_loss: 0.3438 3054/3099 [============================>.] - ETA: 13s - loss: 576.4796 - logits_profile_predictions_loss: 565.2720 - logcount_predictions_loss: 0.3438 3055/3099 [============================>.] - ETA: 13s - loss: 576.4644 - 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[============================>.] - ETA: 10s - loss: 576.4715 - logits_profile_predictions_loss: 565.2639 - logcount_predictions_loss: 0.3438 3063/3099 [============================>.] - ETA: 10s - loss: 576.4500 - logits_profile_predictions_loss: 565.2408 - logcount_predictions_loss: 0.3438 3064/3099 [============================>.] - ETA: 10s - loss: 576.4498 - logits_profile_predictions_loss: 565.2401 - logcount_predictions_loss: 0.3438 3065/3099 [============================>.] - ETA: 10s - loss: 576.4359 - logits_profile_predictions_loss: 565.2274 - logcount_predictions_loss: 0.3438 3066/3099 [============================>.] - ETA: 9s - loss: 576.4444 - logits_profile_predictions_loss: 565.2355 - logcount_predictions_loss: 0.3438  3067/3099 [============================>.] - ETA: 9s - loss: 576.4412 - logits_profile_predictions_loss: 565.2298 - logcount_predictions_loss: 0.3439 3068/3099 [============================>.] - ETA: 9s - loss: 576.4438 - logits_profile_predictions_loss: 565.2318 - logcount_predictions_loss: 0.3439 3069/3099 [============================>.] - ETA: 8s - loss: 576.4257 - logits_profile_predictions_loss: 565.2133 - logcount_predictions_loss: 0.3439 3070/3099 [============================>.] - ETA: 8s - loss: 576.4185 - logits_profile_predictions_loss: 565.2060 - logcount_predictions_loss: 0.3439 3071/3099 [============================>.] - ETA: 8s - loss: 576.4158 - logits_profile_predictions_loss: 565.2034 - logcount_predictions_loss: 0.3439 3072/3099 [============================>.] - ETA: 8s - loss: 576.4004 - logits_profile_predictions_loss: 565.1875 - logcount_predictions_loss: 0.3439 3073/3099 [============================>.] - ETA: 7s - loss: 576.4054 - logits_profile_predictions_loss: 565.1918 - logcount_predictions_loss: 0.3440 3074/3099 [============================>.] - ETA: 7s - loss: 576.4092 - logits_profile_predictions_loss: 565.1962 - logcount_predictions_loss: 0.3439 3075/3099 [============================>.] - ETA: 7s - 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3082/3099 [============================>.] - ETA: 5s - loss: 576.4684 - logits_profile_predictions_loss: 565.2570 - logcount_predictions_loss: 0.3439 3083/3099 [============================>.] - ETA: 4s - loss: 576.4684 - logits_profile_predictions_loss: 565.2576 - logcount_predictions_loss: 0.3439 3084/3099 [============================>.] - ETA: 4s - loss: 576.4910 - logits_profile_predictions_loss: 565.2805 - logcount_predictions_loss: 0.3439 3085/3099 [============================>.] - ETA: 4s - loss: 576.4868 - logits_profile_predictions_loss: 565.2755 - logcount_predictions_loss: 0.3439 3086/3099 [============================>.] - ETA: 3s - loss: 576.4883 - logits_profile_predictions_loss: 565.2775 - logcount_predictions_loss: 0.3439 3087/3099 [============================>.] - ETA: 3s - loss: 576.4906 - logits_profile_predictions_loss: 565.2750 - logcount_predictions_loss: 0.3440 3088/3099 [============================>.] - ETA: 3s - loss: 576.4850 - 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[============================>.] - ETA: 1s - loss: 576.4879 - logits_profile_predictions_loss: 565.2728 - logcount_predictions_loss: 0.3440 3096/3099 [============================>.] - ETA: 0s - loss: 576.4808 - logits_profile_predictions_loss: 565.2657 - logcount_predictions_loss: 0.3440 3097/3099 [============================>.] - ETA: 0s - loss: 576.4974 - logits_profile_predictions_loss: 565.2799 - logcount_predictions_loss: 0.3441 3098/3099 [============================>.] - ETA: 0s - loss: 576.5082 - logits_profile_predictions_loss: 565.2911 - logcount_predictions_loss: 0.3441 3099/3099 [==============================] - ETA: 0s - loss: 576.5157 - logits_profile_predictions_loss: 565.2989 - logcount_predictions_loss: 0.3441 Epoch 16: val_loss improved from 611.53522 to 611.50623, saving model to /oak/stanford/groups/akundaje/projects/neuro-variants/chrombpnet_models/roussos_2024/K562_bias/roussos_2024.PBS/fold_4/models/chrombpnet.h5  3099/3099 [==============================] - 961s 310ms/step - loss: 576.5157 - logits_profile_predictions_loss: 565.2989 - logcount_predictions_loss: 0.3441 - val_loss: 611.5062 - val_logits_profile_predictions_loss: 597.9438 - val_logcount_predictions_loss: 0.4160 Epoch 17/50 1/3099 [..............................] - ETA: 16:03 - loss: 590.8908 - logits_profile_predictions_loss: 581.6891 - logcount_predictions_loss: 0.2823 2/3099 [..............................] - ETA: 15:13 - loss: 583.1465 - logits_profile_predictions_loss: 571.2667 - logcount_predictions_loss: 0.3644 3/3099 [..............................] - ETA: 15:14 - loss: 573.1859 - logits_profile_predictions_loss: 561.4861 - logcount_predictions_loss: 0.3589 4/3099 [..............................] - ETA: 15:14 - loss: 569.1195 - logits_profile_predictions_loss: 558.4526 - logcount_predictions_loss: 0.3272 5/3099 [..............................] - ETA: 15:15 - loss: 581.3901 - logits_profile_predictions_loss: 571.5358 - logcount_predictions_loss: 0.3023 6/3099 [..............................] - ETA: 15:15 - loss: 585.6886 - logits_profile_predictions_loss: 576.2040 - logcount_predictions_loss: 0.2909 7/3099 [..............................] - ETA: 15:14 - loss: 595.1143 - logits_profile_predictions_loss: 584.3839 - logcount_predictions_loss: 0.3292 8/3099 [..............................] - ETA: 15:14 - loss: 588.8468 - logits_profile_predictions_loss: 578.0275 - logcount_predictions_loss: 0.3319 9/3099 [..............................] - ETA: 15:13 - loss: 589.8607 - logits_profile_predictions_loss: 578.9860 - logcount_predictions_loss: 0.3336 10/3099 [..............................] - ETA: 15:13 - loss: 585.9474 - logits_profile_predictions_loss: 575.4238 - logcount_predictions_loss: 0.3228 11/3099 [..............................] - ETA: 15:12 - loss: 579.6619 - logits_profile_predictions_loss: 568.4331 - logcount_predictions_loss: 0.3444 12/3099 [..............................] - ETA: 15:12 - loss: 580.0657 - logits_profile_predictions_loss: 568.8378 - logcount_predictions_loss: 0.3444 13/3099 [..............................] - ETA: 15:12 - loss: 574.5431 - logits_profile_predictions_loss: 563.1797 - logcount_predictions_loss: 0.3486 14/3099 [..............................] - ETA: 15:11 - loss: 567.6408 - logits_profile_predictions_loss: 556.4006 - logcount_predictions_loss: 0.3448 15/3099 [..............................] - ETA: 15:11 - loss: 564.2516 - logits_profile_predictions_loss: 552.9249 - logcount_predictions_loss: 0.3474 16/3099 [..............................] - ETA: 15:11 - loss: 563.5639 - logits_profile_predictions_loss: 552.2786 - logcount_predictions_loss: 0.3462 17/3099 [..............................] - ETA: 15:11 - loss: 563.8341 - logits_profile_predictions_loss: 552.3007 - logcount_predictions_loss: 0.3538 18/3099 [..............................] - ETA: 15:10 - loss: 564.1516 - logits_profile_predictions_loss: 552.6442 - logcount_predictions_loss: 0.3530 19/3099 [..............................] - ETA: 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39/3099 [..............................] - ETA: 15:07 - loss: 575.8399 - logits_profile_predictions_loss: 564.5407 - logcount_predictions_loss: 0.3466 40/3099 [..............................] - ETA: 15:06 - loss: 579.5897 - logits_profile_predictions_loss: 568.3815 - logcount_predictions_loss: 0.3438 41/3099 [..............................] - ETA: 15:06 - loss: 579.4564 - logits_profile_predictions_loss: 568.1891 - logcount_predictions_loss: 0.3456 42/3099 [..............................] - ETA: 15:06 - loss: 582.1274 - logits_profile_predictions_loss: 570.7634 - logcount_predictions_loss: 0.3486 43/3099 [..............................] - ETA: 15:05 - loss: 582.3073 - logits_profile_predictions_loss: 571.0384 - logcount_predictions_loss: 0.3457 44/3099 [..............................] - ETA: 15:05 - loss: 581.9037 - logits_profile_predictions_loss: 570.6524 - logcount_predictions_loss: 0.3451 45/3099 [..............................] - ETA: 15:05 - loss: 580.6560 - 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[..............................] - ETA: 15:02 - loss: 581.6826 - logits_profile_predictions_loss: 570.5511 - logcount_predictions_loss: 0.3415 53/3099 [..............................] - ETA: 15:04 - loss: 582.4178 - logits_profile_predictions_loss: 571.2554 - logcount_predictions_loss: 0.3424 54/3099 [..............................] - ETA: 15:03 - loss: 582.1498 - logits_profile_predictions_loss: 570.9895 - logcount_predictions_loss: 0.3423 55/3099 [..............................] - ETA: 15:03 - loss: 581.3079 - logits_profile_predictions_loss: 570.1996 - logcount_predictions_loss: 0.3407 56/3099 [..............................] - ETA: 15:02 - loss: 581.1160 - logits_profile_predictions_loss: 570.0468 - logcount_predictions_loss: 0.3395 57/3099 [..............................] - ETA: 15:02 - loss: 581.9858 - logits_profile_predictions_loss: 570.9248 - logcount_predictions_loss: 0.3393 58/3099 [..............................] - ETA: 15:02 - loss: 581.0731 - 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563.5276 - logcount_predictions_loss: 0.3345 3075/3099 [============================>.] - ETA: 7s - loss: 574.4559 - logits_profile_predictions_loss: 563.5497 - logcount_predictions_loss: 0.3346 3076/3099 [============================>.] - ETA: 6s - loss: 574.4693 - logits_profile_predictions_loss: 563.5637 - logcount_predictions_loss: 0.3346 3077/3099 [============================>.] - ETA: 6s - loss: 574.4654 - logits_profile_predictions_loss: 563.5592 - logcount_predictions_loss: 0.3346 3078/3099 [============================>.] - ETA: 6s - loss: 574.4599 - logits_profile_predictions_loss: 563.5544 - logcount_predictions_loss: 0.3345 3079/3099 [============================>.] - ETA: 5s - loss: 574.4537 - logits_profile_predictions_loss: 563.5490 - logcount_predictions_loss: 0.3345 3080/3099 [============================>.] - ETA: 5s - loss: 574.4553 - logits_profile_predictions_loss: 563.5511 - logcount_predictions_loss: 0.3345 3081/3099 [============================>.] - ETA: 5s - loss: 574.4449 - logits_profile_predictions_loss: 563.5414 - logcount_predictions_loss: 0.3345 3082/3099 [============================>.] - ETA: 5s - loss: 574.4489 - logits_profile_predictions_loss: 563.5449 - logcount_predictions_loss: 0.3345 3083/3099 [============================>.] - ETA: 4s - loss: 574.4470 - logits_profile_predictions_loss: 563.5430 - logcount_predictions_loss: 0.3345 3084/3099 [============================>.] - ETA: 4s - loss: 574.4546 - logits_profile_predictions_loss: 563.5499 - logcount_predictions_loss: 0.3345 3085/3099 [============================>.] - ETA: 4s - loss: 574.4631 - logits_profile_predictions_loss: 563.5581 - logcount_predictions_loss: 0.3345 3086/3099 [============================>.] - ETA: 3s - loss: 574.4697 - logits_profile_predictions_loss: 563.5646 - logcount_predictions_loss: 0.3345 3087/3099 [============================>.] - ETA: 3s - loss: 574.4857 - logits_profile_predictions_loss: 563.5812 - logcount_predictions_loss: 0.3345 3088/3099 [============================>.] - ETA: 3s - loss: 574.5087 - logits_profile_predictions_loss: 563.6052 - logcount_predictions_loss: 0.3345 3089/3099 [============================>.] - ETA: 2s - loss: 574.5064 - logits_profile_predictions_loss: 563.6031 - logcount_predictions_loss: 0.3345 3090/3099 [============================>.] - ETA: 2s - loss: 574.4877 - logits_profile_predictions_loss: 563.5825 - logcount_predictions_loss: 0.3345 3091/3099 [============================>.] - ETA: 2s - loss: 574.4955 - logits_profile_predictions_loss: 563.5911 - logcount_predictions_loss: 0.3345 3092/3099 [============================>.] - ETA: 2s - loss: 574.4959 - logits_profile_predictions_loss: 563.5911 - logcount_predictions_loss: 0.3345 3093/3099 [============================>.] - ETA: 1s - loss: 574.5035 - logits_profile_predictions_loss: 563.5988 - logcount_predictions_loss: 0.3345 3094/3099 [============================>.] - ETA: 1s - loss: 574.4956 - logits_profile_predictions_loss: 563.5919 - logcount_predictions_loss: 0.3345 3095/3099 [============================>.] - ETA: 1s - loss: 574.4843 - logits_profile_predictions_loss: 563.5817 - logcount_predictions_loss: 0.3345 3096/3099 [============================>.] - ETA: 0s - loss: 574.4619 - logits_profile_predictions_loss: 563.5598 - logcount_predictions_loss: 0.3344 3097/3099 [============================>.] - ETA: 0s - loss: 574.4491 - logits_profile_predictions_loss: 563.5472 - logcount_predictions_loss: 0.3344 3098/3099 [============================>.] - ETA: 0s - loss: 574.4728 - logits_profile_predictions_loss: 563.5706 - logcount_predictions_loss: 0.3344 3099/3099 [==============================] - ETA: 0s - loss: 574.4614 - logits_profile_predictions_loss: 563.5588 - logcount_predictions_loss: 0.3345 Epoch 17: val_loss did not improve from 611.50623  3099/3099 [==============================] - 962s 310ms/step - loss: 574.4614 - logits_profile_predictions_loss: 563.5588 - logcount_predictions_loss: 0.3345 - val_loss: 614.2200 - val_logits_profile_predictions_loss: 600.0884 - val_logcount_predictions_loss: 0.4335 Epoch 18/50 1/3099 [..............................] - ETA: 15:58 - loss: 607.7469 - logits_profile_predictions_loss: 598.7527 - logcount_predictions_loss: 0.2759 2/3099 [..............................] - ETA: 15:11 - loss: 584.1279 - logits_profile_predictions_loss: 573.9348 - logcount_predictions_loss: 0.3127 3/3099 [..............................] - ETA: 15:11 - loss: 587.2119 - logits_profile_predictions_loss: 576.5297 - logcount_predictions_loss: 0.3277 4/3099 [..............................] - ETA: 15:12 - loss: 571.1286 - logits_profile_predictions_loss: 560.9637 - logcount_predictions_loss: 0.3118 5/3099 [..............................] - ETA: 15:12 - loss: 565.1486 - logits_profile_predictions_loss: 555.5757 - logcount_predictions_loss: 0.2936 6/3099 [..............................] - ETA: 15:12 - loss: 574.2405 - logits_profile_predictions_loss: 564.4737 - logcount_predictions_loss: 0.2996 7/3099 [..............................] - ETA: 15:12 - loss: 579.6956 - logits_profile_predictions_loss: 570.1516 - logcount_predictions_loss: 0.2928 8/3099 [..............................] - ETA: 15:12 - loss: 566.0100 - logits_profile_predictions_loss: 556.3936 - logcount_predictions_loss: 0.2950 9/3099 [..............................] - ETA: 15:11 - loss: 573.3265 - logits_profile_predictions_loss: 563.9460 - logcount_predictions_loss: 0.2877 10/3099 [..............................] - ETA: 15:11 - loss: 572.5306 - logits_profile_predictions_loss: 563.1487 - logcount_predictions_loss: 0.2878 11/3099 [..............................] - ETA: 15:11 - loss: 569.1809 - logits_profile_predictions_loss: 559.9212 - logcount_predictions_loss: 0.2840 12/3099 [..............................] - ETA: 15:11 - loss: 572.3781 - logits_profile_predictions_loss: 563.0338 - logcount_predictions_loss: 0.2866 13/3099 [..............................] - ETA: 15:10 - loss: 576.3437 - logits_profile_predictions_loss: 566.9938 - logcount_predictions_loss: 0.2868 14/3099 [..............................] - ETA: 15:10 - loss: 578.6135 - logits_profile_predictions_loss: 569.3902 - logcount_predictions_loss: 0.2829 15/3099 [..............................] - ETA: 15:10 - loss: 573.3929 - logits_profile_predictions_loss: 564.1664 - logcount_predictions_loss: 0.2830 16/3099 [..............................] - ETA: 15:09 - loss: 570.2931 - logits_profile_predictions_loss: 561.1641 - logcount_predictions_loss: 0.2800 17/3099 [..............................] - ETA: 15:09 - loss: 568.8084 - logits_profile_predictions_loss: 559.6493 - logcount_predictions_loss: 0.2810 18/3099 [..............................] - ETA: 15:15 - loss: 569.1588 - logits_profile_predictions_loss: 560.0901 - logcount_predictions_loss: 0.2782 19/3099 [..............................] - ETA: 15:15 - loss: 570.2285 - logits_profile_predictions_loss: 561.2438 - logcount_predictions_loss: 0.2756 20/3099 [..............................] - ETA: 15:14 - loss: 573.9758 - logits_profile_predictions_loss: 565.0062 - logcount_predictions_loss: 0.2751 21/3099 [..............................] - ETA: 15:13 - loss: 575.1234 - logits_profile_predictions_loss: 565.9160 - logcount_predictions_loss: 0.2824 22/3099 [..............................] - ETA: 15:13 - loss: 573.1023 - logits_profile_predictions_loss: 564.0140 - logcount_predictions_loss: 0.2788 23/3099 [..............................] - ETA: 15:12 - loss: 577.4550 - logits_profile_predictions_loss: 568.3250 - logcount_predictions_loss: 0.2801 24/3099 [..............................] - ETA: 15:12 - loss: 574.9052 - logits_profile_predictions_loss: 565.8323 - logcount_predictions_loss: 0.2783 25/3099 [..............................] - ETA: 15:11 - loss: 575.1514 - logits_profile_predictions_loss: 565.9839 - logcount_predictions_loss: 0.2812 26/3099 [..............................] - ETA: 15:11 - loss: 575.9889 - logits_profile_predictions_loss: 566.8351 - logcount_predictions_loss: 0.2808 27/3099 [..............................] - ETA: 15:10 - loss: 575.5750 - logits_profile_predictions_loss: 566.4298 - logcount_predictions_loss: 0.2805 28/3099 [..............................] - ETA: 15:10 - loss: 576.4808 - logits_profile_predictions_loss: 567.1388 - logcount_predictions_loss: 0.2866 29/3099 [..............................] - ETA: 15:09 - loss: 577.6496 - logits_profile_predictions_loss: 568.2938 - logcount_predictions_loss: 0.2870 30/3099 [..............................] - ETA: 15:09 - loss: 579.6383 - logits_profile_predictions_loss: 570.3351 - logcount_predictions_loss: 0.2854 31/3099 [..............................] - ETA: 15:08 - loss: 580.1051 - logits_profile_predictions_loss: 570.8248 - logcount_predictions_loss: 0.2847 32/3099 [..............................] - ETA: 15:08 - loss: 580.0982 - logits_profile_predictions_loss: 570.8582 - logcount_predictions_loss: 0.2834 33/3099 [..............................] - ETA: 15:08 - loss: 576.5648 - logits_profile_predictions_loss: 567.2231 - logcount_predictions_loss: 0.2866 34/3099 [..............................] - ETA: 15:07 - loss: 577.6450 - logits_profile_predictions_loss: 568.2732 - logcount_predictions_loss: 0.2875 35/3099 [..............................] - ETA: 15:08 - loss: 579.4096 - logits_profile_predictions_loss: 569.9789 - logcount_predictions_loss: 0.2893 36/3099 [..............................] - ETA: 15:08 - loss: 577.5596 - logits_profile_predictions_loss: 568.1141 - logcount_predictions_loss: 0.2897 37/3099 [..............................] - ETA: 15:08 - loss: 581.2701 - logits_profile_predictions_loss: 571.7197 - logcount_predictions_loss: 0.2930 38/3099 [..............................] - ETA: 15:07 - loss: 580.6417 - logits_profile_predictions_loss: 571.0485 - logcount_predictions_loss: 0.2943 39/3099 [..............................] - ETA: 15:07 - loss: 579.2426 - logits_profile_predictions_loss: 569.6267 - logcount_predictions_loss: 0.2950 40/3099 [..............................] - ETA: 15:06 - loss: 578.0691 - logits_profile_predictions_loss: 568.4675 - logcount_predictions_loss: 0.2945 41/3099 [..............................] - ETA: 15:06 - loss: 578.5015 - logits_profile_predictions_loss: 568.8280 - logcount_predictions_loss: 0.2967 42/3099 [..............................] - ETA: 15:06 - loss: 578.7261 - logits_profile_predictions_loss: 568.9659 - logcount_predictions_loss: 0.2994 43/3099 [..............................] - ETA: 15:05 - loss: 578.2181 - logits_profile_predictions_loss: 568.5198 - logcount_predictions_loss: 0.2975 44/3099 [..............................] - ETA: 15:05 - loss: 577.0410 - logits_profile_predictions_loss: 567.3486 - logcount_predictions_loss: 0.2973 45/3099 [..............................] - ETA: 15:04 - loss: 579.1046 - logits_profile_predictions_loss: 569.3940 - logcount_predictions_loss: 0.2979 46/3099 [..............................] - ETA: 15:04 - loss: 580.6652 - logits_profile_predictions_loss: 570.9102 - logcount_predictions_loss: 0.2992 47/3099 [..............................] - ETA: 15:04 - loss: 582.0864 - logits_profile_predictions_loss: 572.4061 - logcount_predictions_loss: 0.2969 48/3099 [..............................] - ETA: 15:03 - loss: 580.5599 - logits_profile_predictions_loss: 570.9286 - logcount_predictions_loss: 0.2954 49/3099 [..............................] - ETA: 15:03 - loss: 580.0452 - logits_profile_predictions_loss: 570.3725 - logcount_predictions_loss: 0.2967 50/3099 [..............................] - ETA: 15:03 - loss: 579.8444 - logits_profile_predictions_loss: 570.1937 - logcount_predictions_loss: 0.2960 51/3099 [..............................] - ETA: 15:02 - loss: 580.3901 - logits_profile_predictions_loss: 570.7405 - logcount_predictions_loss: 0.2960 52/3099 [..............................] - ETA: 15:02 - loss: 579.1578 - logits_profile_predictions_loss: 569.5785 - logcount_predictions_loss: 0.2938 53/3099 [..............................] - ETA: 15:02 - loss: 578.8993 - logits_profile_predictions_loss: 569.3361 - logcount_predictions_loss: 0.2933 54/3099 [..............................] - ETA: 15:02 - loss: 580.4584 - logits_profile_predictions_loss: 570.8322 - logcount_predictions_loss: 0.2953 55/3099 [..............................] - ETA: 15:01 - loss: 579.2711 - logits_profile_predictions_loss: 569.6275 - logcount_predictions_loss: 0.2958 56/3099 [..............................] - ETA: 15:01 - loss: 579.6656 - logits_profile_predictions_loss: 570.0092 - logcount_predictions_loss: 0.2962 57/3099 [..............................] - ETA: 15:00 - loss: 580.5443 - logits_profile_predictions_loss: 570.8916 - logcount_predictions_loss: 0.2961 58/3099 [..............................] - ETA: 15:00 - loss: 581.4586 - logits_profile_predictions_loss: 571.7391 - logcount_predictions_loss: 0.2981 59/3099 [..............................] - ETA: 15:00 - loss: 581.6866 - logits_profile_predictions_loss: 571.9201 - logcount_predictions_loss: 0.2996 60/3099 [..............................] - ETA: 15:00 - loss: 581.4830 - logits_profile_predictions_loss: 571.6689 - logcount_predictions_loss: 0.3010 61/3099 [..............................] - ETA: 14:59 - loss: 581.8441 - logits_profile_predictions_loss: 572.0084 - logcount_predictions_loss: 0.3017 62/3099 [..............................] - ETA: 14:59 - loss: 581.5228 - logits_profile_predictions_loss: 571.6183 - logcount_predictions_loss: 0.3038 63/3099 [..............................] - ETA: 14:59 - loss: 581.1420 - logits_profile_predictions_loss: 571.2597 - logcount_predictions_loss: 0.3031 64/3099 [..............................] - ETA: 14:58 - loss: 581.2516 - logits_profile_predictions_loss: 571.3605 - logcount_predictions_loss: 0.3034 65/3099 [..............................] - ETA: 14:58 - loss: 581.9092 - logits_profile_predictions_loss: 572.0483 - logcount_predictions_loss: 0.3025 66/3099 [..............................] - ETA: 14:58 - loss: 582.6348 - logits_profile_predictions_loss: 572.7600 - logcount_predictions_loss: 0.3029 67/3099 [..............................] - ETA: 14:57 - loss: 581.0779 - logits_profile_predictions_loss: 571.2282 - logcount_predictions_loss: 0.3021 68/3099 [..............................] - ETA: 14:57 - loss: 580.7840 - logits_profile_predictions_loss: 570.9015 - logcount_predictions_loss: 0.3031 69/3099 [..............................] - ETA: 14:58 - loss: 579.6180 - logits_profile_predictions_loss: 569.6783 - logcount_predictions_loss: 0.3049 70/3099 [..............................] - ETA: 14:58 - loss: 580.1993 - logits_profile_predictions_loss: 570.2726 - logcount_predictions_loss: 0.3045 71/3099 [..............................] - ETA: 14:57 - loss: 581.4009 - logits_profile_predictions_loss: 571.4855 - logcount_predictions_loss: 0.3041 72/3099 [..............................] - ETA: 14:57 - loss: 580.4477 - logits_profile_predictions_loss: 570.5452 - logcount_predictions_loss: 0.3038 73/3099 [..............................] - ETA: 14:57 - loss: 581.2132 - logits_profile_predictions_loss: 571.3489 - logcount_predictions_loss: 0.3026 74/3099 [..............................] - ETA: 14:56 - loss: 580.3109 - logits_profile_predictions_loss: 570.4791 - logcount_predictions_loss: 0.3016 75/3099 [..............................] - ETA: 14:56 - loss: 580.5920 - logits_profile_predictions_loss: 570.7576 - logcount_predictions_loss: 0.3017 76/3099 [..............................] - ETA: 14:56 - loss: 581.1297 - logits_profile_predictions_loss: 571.3006 - logcount_predictions_loss: 0.3015 77/3099 [..............................] - ETA: 14:55 - loss: 581.2736 - logits_profile_predictions_loss: 571.4177 - logcount_predictions_loss: 0.3023 78/3099 [..............................] - ETA: 14:55 - loss: 581.1913 - logits_profile_predictions_loss: 571.3535 - logcount_predictions_loss: 0.3018 79/3099 [..............................] - ETA: 14:55 - loss: 581.0485 - logits_profile_predictions_loss: 571.2250 - logcount_predictions_loss: 0.3013 80/3099 [..............................] - ETA: 14:54 - loss: 581.6442 - logits_profile_predictions_loss: 571.8275 - logcount_predictions_loss: 0.3011 81/3099 [..............................] - ETA: 14:54 - loss: 581.1110 - logits_profile_predictions_loss: 571.3272 - logcount_predictions_loss: 0.3001 82/3099 [..............................] - ETA: 14:54 - loss: 580.6778 - logits_profile_predictions_loss: 570.8007 - logcount_predictions_loss: 0.3030 83/3099 [..............................] - ETA: 14:53 - loss: 579.9379 - logits_profile_predictions_loss: 570.0966 - logcount_predictions_loss: 0.3019 84/3099 [..............................] - ETA: 14:53 - loss: 579.8287 - logits_profile_predictions_loss: 569.9864 - logcount_predictions_loss: 0.3019 85/3099 [..............................] - ETA: 14:53 - loss: 579.9138 - logits_profile_predictions_loss: 570.0677 - logcount_predictions_loss: 0.3020 86/3099 [..............................] - ETA: 14:55 - loss: 579.8727 - logits_profile_predictions_loss: 570.0127 - logcount_predictions_loss: 0.3024 87/3099 [..............................] - ETA: 14:55 - loss: 579.4089 - logits_profile_predictions_loss: 569.5580 - logcount_predictions_loss: 0.3022 88/3099 [..............................] - ETA: 14:54 - loss: 578.7667 - logits_profile_predictions_loss: 568.9150 - logcount_predictions_loss: 0.3022 89/3099 [..............................] - ETA: 14:54 - loss: 578.6213 - logits_profile_predictions_loss: 568.7493 - logcount_predictions_loss: 0.3028 90/3099 [..............................] - ETA: 14:54 - loss: 577.5723 - logits_profile_predictions_loss: 567.6906 - logcount_predictions_loss: 0.3031 91/3099 [..............................] - ETA: 14:53 - loss: 576.9872 - logits_profile_predictions_loss: 567.0827 - logcount_predictions_loss: 0.3038 92/3099 [..............................] - ETA: 14:53 - loss: 576.8720 - logits_profile_predictions_loss: 567.0045 - logcount_predictions_loss: 0.3027 93/3099 [..............................] - ETA: 14:53 - loss: 577.6869 - logits_profile_predictions_loss: 567.8408 - logcount_predictions_loss: 0.3020 94/3099 [..............................] - ETA: 14:52 - loss: 577.3625 - logits_profile_predictions_loss: 567.5168 - logcount_predictions_loss: 0.3020 95/3099 [..............................] - ETA: 14:52 - loss: 577.2058 - logits_profile_predictions_loss: 567.3712 - logcount_predictions_loss: 0.3017 96/3099 [..............................] - ETA: 14:51 - loss: 577.0735 - logits_profile_predictions_loss: 567.2714 - logcount_predictions_loss: 0.3007 97/3099 [..............................] - ETA: 14:51 - loss: 577.2573 - logits_profile_predictions_loss: 567.4568 - logcount_predictions_loss: 0.3006 98/3099 [..............................] - ETA: 14:51 - loss: 577.4440 - logits_profile_predictions_loss: 567.6169 - logcount_predictions_loss: 0.3014 99/3099 [..............................] - ETA: 14:50 - loss: 578.6339 - logits_profile_predictions_loss: 568.8069 - logcount_predictions_loss: 0.3014 100/3099 [..............................] - ETA: 14:50 - loss: 578.4186 - logits_profile_predictions_loss: 568.6086 - logcount_predictions_loss: 0.3009 101/3099 [..............................] - ETA: 14:50 - loss: 577.9871 - logits_profile_predictions_loss: 568.1905 - logcount_predictions_loss: 0.3005 102/3099 [..............................] - ETA: 14:49 - loss: 577.8279 - logits_profile_predictions_loss: 568.0224 - logcount_predictions_loss: 0.3008 103/3099 [..............................] - ETA: 14:49 - loss: 578.3791 - logits_profile_predictions_loss: 568.5668 - logcount_predictions_loss: 0.3010 104/3099 [>.............................] - ETA: 14:49 - loss: 578.5486 - logits_profile_predictions_loss: 568.7142 - logcount_predictions_loss: 0.3017 105/3099 [>.............................] - ETA: 14:49 - loss: 577.6653 - logits_profile_predictions_loss: 567.8364 - logcount_predictions_loss: 0.3015 106/3099 [>.............................] - ETA: 14:48 - loss: 577.5656 - logits_profile_predictions_loss: 567.7438 - logcount_predictions_loss: 0.3013 107/3099 [>.............................] - ETA: 14:48 - loss: 577.8671 - logits_profile_predictions_loss: 567.9879 - logcount_predictions_loss: 0.3030 108/3099 [>.............................] - ETA: 14:48 - loss: 578.7339 - logits_profile_predictions_loss: 568.8106 - logcount_predictions_loss: 0.3044 109/3099 [>.............................] - ETA: 14:47 - loss: 578.6695 - logits_profile_predictions_loss: 568.7668 - logcount_predictions_loss: 0.3038 110/3099 [>.............................] - ETA: 14:47 - loss: 577.9252 - logits_profile_predictions_loss: 568.0328 - logcount_predictions_loss: 0.3034 111/3099 [>.............................] - ETA: 14:46 - loss: 577.7469 - logits_profile_predictions_loss: 567.8583 - logcount_predictions_loss: 0.3033 112/3099 [>.............................] - ETA: 14:46 - loss: 578.2004 - logits_profile_predictions_loss: 568.3265 - logcount_predictions_loss: 0.3029 113/3099 [>.............................] - ETA: 14:46 - loss: 578.2381 - logits_profile_predictions_loss: 568.3374 - logcount_predictions_loss: 0.3037 114/3099 [>.............................] - ETA: 14:45 - loss: 578.8588 - logits_profile_predictions_loss: 568.9604 - logcount_predictions_loss: 0.3036 115/3099 [>.............................] - ETA: 14:45 - loss: 578.6252 - logits_profile_predictions_loss: 568.7307 - logcount_predictions_loss: 0.3035 116/3099 [>.............................] - ETA: 14:45 - loss: 578.2844 - logits_profile_predictions_loss: 568.3989 - logcount_predictions_loss: 0.3032 117/3099 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[============================>.] - ETA: 24s - loss: 573.3617 - logits_profile_predictions_loss: 562.7726 - logcount_predictions_loss: 0.3248 3017/3099 [============================>.] - ETA: 24s - loss: 573.3560 - logits_profile_predictions_loss: 562.7673 - logcount_predictions_loss: 0.3248 3018/3099 [============================>.] - ETA: 24s - loss: 573.3630 - logits_profile_predictions_loss: 562.7711 - logcount_predictions_loss: 0.3249 3019/3099 [============================>.] - ETA: 23s - loss: 573.3551 - logits_profile_predictions_loss: 562.7633 - logcount_predictions_loss: 0.3249 3020/3099 [============================>.] - ETA: 23s - loss: 573.3737 - logits_profile_predictions_loss: 562.7816 - logcount_predictions_loss: 0.3249 3021/3099 [============================>.] - ETA: 23s - loss: 573.3654 - logits_profile_predictions_loss: 562.7737 - logcount_predictions_loss: 0.3249 3022/3099 [============================>.] - ETA: 22s - loss: 573.3592 - 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[============================>.] - ETA: 20s - loss: 573.4272 - logits_profile_predictions_loss: 562.8345 - logcount_predictions_loss: 0.3249 3030/3099 [============================>.] - ETA: 20s - loss: 573.4226 - logits_profile_predictions_loss: 562.8293 - logcount_predictions_loss: 0.3249 3031/3099 [============================>.] - ETA: 20s - loss: 573.4581 - logits_profile_predictions_loss: 562.8644 - logcount_predictions_loss: 0.3249 3032/3099 [============================>.] - ETA: 19s - loss: 573.4491 - logits_profile_predictions_loss: 562.8541 - logcount_predictions_loss: 0.3250 3033/3099 [============================>.] - ETA: 19s - loss: 573.4819 - logits_profile_predictions_loss: 562.8862 - logcount_predictions_loss: 0.3250 3034/3099 [============================>.] - ETA: 19s - loss: 573.4902 - logits_profile_predictions_loss: 562.8940 - logcount_predictions_loss: 0.3250 3035/3099 [============================>.] - ETA: 19s - loss: 573.4924 - 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[============================>.] - ETA: 16s - loss: 573.5394 - logits_profile_predictions_loss: 562.9443 - logcount_predictions_loss: 0.3250 3043/3099 [============================>.] - ETA: 16s - loss: 573.5090 - logits_profile_predictions_loss: 562.9152 - logcount_predictions_loss: 0.3249 3044/3099 [============================>.] - ETA: 16s - loss: 573.5093 - logits_profile_predictions_loss: 562.9156 - logcount_predictions_loss: 0.3249 3045/3099 [============================>.] - ETA: 16s - loss: 573.4907 - logits_profile_predictions_loss: 562.8978 - logcount_predictions_loss: 0.3249 3046/3099 [============================>.] - ETA: 15s - loss: 573.4755 - logits_profile_predictions_loss: 562.8826 - logcount_predictions_loss: 0.3249 3047/3099 [============================>.] - ETA: 15s - loss: 573.4911 - logits_profile_predictions_loss: 562.8987 - logcount_predictions_loss: 0.3249 3048/3099 [============================>.] - ETA: 15s - loss: 573.4990 - logits_profile_predictions_loss: 562.9070 - logcount_predictions_loss: 0.3249 3049/3099 [============================>.] - ETA: 14s - loss: 573.4882 - logits_profile_predictions_loss: 562.8968 - logcount_predictions_loss: 0.3249 3050/3099 [============================>.] - ETA: 14s - loss: 573.4882 - logits_profile_predictions_loss: 562.8961 - logcount_predictions_loss: 0.3249 3051/3099 [============================>.] - ETA: 14s - loss: 573.5046 - logits_profile_predictions_loss: 562.9125 - logcount_predictions_loss: 0.3249 3052/3099 [============================>.] - ETA: 13s - loss: 573.4921 - logits_profile_predictions_loss: 562.8996 - logcount_predictions_loss: 0.3249 3053/3099 [============================>.] - ETA: 13s - loss: 573.4961 - logits_profile_predictions_loss: 562.9036 - logcount_predictions_loss: 0.3249 3054/3099 [============================>.] - ETA: 13s - loss: 573.4826 - logits_profile_predictions_loss: 562.8889 - logcount_predictions_loss: 0.3249 3055/3099 [============================>.] - ETA: 13s - loss: 573.4584 - logits_profile_predictions_loss: 562.8646 - logcount_predictions_loss: 0.3249 3056/3099 [============================>.] - ETA: 12s - loss: 573.4839 - logits_profile_predictions_loss: 562.8895 - logcount_predictions_loss: 0.3249 3057/3099 [============================>.] - ETA: 12s - loss: 573.5076 - logits_profile_predictions_loss: 562.9142 - logcount_predictions_loss: 0.3249 3058/3099 [============================>.] - ETA: 12s - loss: 573.4939 - logits_profile_predictions_loss: 562.9022 - logcount_predictions_loss: 0.3249 3059/3099 [============================>.] - ETA: 11s - loss: 573.4787 - logits_profile_predictions_loss: 562.8872 - logcount_predictions_loss: 0.3249 3060/3099 [============================>.] - ETA: 11s - loss: 573.5039 - logits_profile_predictions_loss: 562.9124 - logcount_predictions_loss: 0.3249 3061/3099 [============================>.] - ETA: 11s - loss: 573.5179 - logits_profile_predictions_loss: 562.9266 - logcount_predictions_loss: 0.3249 3062/3099 [============================>.] - ETA: 11s - loss: 573.5375 - logits_profile_predictions_loss: 562.9458 - logcount_predictions_loss: 0.3249 3063/3099 [============================>.] - ETA: 10s - loss: 573.5374 - logits_profile_predictions_loss: 562.9449 - logcount_predictions_loss: 0.3249 3064/3099 [============================>.] - ETA: 10s - loss: 573.5425 - logits_profile_predictions_loss: 562.9503 - logcount_predictions_loss: 0.3249 3065/3099 [============================>.] - ETA: 10s - loss: 573.5739 - logits_profile_predictions_loss: 562.9824 - logcount_predictions_loss: 0.3249 3066/3099 [============================>.] - ETA: 9s - loss: 573.5869 - logits_profile_predictions_loss: 562.9966 - logcount_predictions_loss: 0.3248  3067/3099 [============================>.] - ETA: 9s - loss: 573.5755 - logits_profile_predictions_loss: 562.9850 - logcount_predictions_loss: 0.3248 3068/3099 [============================>.] - ETA: 9s - loss: 573.5816 - logits_profile_predictions_loss: 562.9910 - logcount_predictions_loss: 0.3248 3069/3099 [============================>.] - ETA: 8s - loss: 573.5711 - logits_profile_predictions_loss: 562.9792 - logcount_predictions_loss: 0.3249 3070/3099 [============================>.] - ETA: 8s - loss: 573.5695 - logits_profile_predictions_loss: 562.9764 - logcount_predictions_loss: 0.3249 3071/3099 [============================>.] - ETA: 8s - loss: 573.5904 - logits_profile_predictions_loss: 562.9985 - logcount_predictions_loss: 0.3249 3072/3099 [============================>.] - ETA: 8s - loss: 573.5735 - logits_profile_predictions_loss: 562.9825 - logcount_predictions_loss: 0.3248 3073/3099 [============================>.] - ETA: 7s - loss: 573.5547 - logits_profile_predictions_loss: 562.9641 - logcount_predictions_loss: 0.3248 3074/3099 [============================>.] - ETA: 7s - loss: 573.5683 - logits_profile_predictions_loss: 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loss: 573.5969 - logits_profile_predictions_loss: 563.0051 - logcount_predictions_loss: 0.3249 3082/3099 [============================>.] - ETA: 5s - loss: 573.5892 - logits_profile_predictions_loss: 562.9981 - logcount_predictions_loss: 0.3249 3083/3099 [============================>.] - ETA: 4s - loss: 573.5981 - logits_profile_predictions_loss: 563.0052 - logcount_predictions_loss: 0.3249 3084/3099 [============================>.] - ETA: 4s - loss: 573.6125 - logits_profile_predictions_loss: 563.0154 - logcount_predictions_loss: 0.3250 3085/3099 [============================>.] - ETA: 4s - loss: 573.5944 - logits_profile_predictions_loss: 562.9963 - logcount_predictions_loss: 0.3251 3086/3099 [============================>.] - ETA: 3s - loss: 573.6154 - logits_profile_predictions_loss: 563.0168 - logcount_predictions_loss: 0.3251 3087/3099 [============================>.] - ETA: 3s - loss: 573.6261 - logits_profile_predictions_loss: 563.0267 - logcount_predictions_loss: 0.3251 3088/3099 [============================>.] - ETA: 3s - loss: 573.6356 - logits_profile_predictions_loss: 563.0356 - logcount_predictions_loss: 0.3251 3089/3099 [============================>.] - ETA: 2s - loss: 573.6282 - logits_profile_predictions_loss: 563.0283 - logcount_predictions_loss: 0.3251 3090/3099 [============================>.] - ETA: 2s - loss: 573.6198 - logits_profile_predictions_loss: 563.0195 - logcount_predictions_loss: 0.3251 3091/3099 [============================>.] - ETA: 2s - loss: 573.6119 - logits_profile_predictions_loss: 563.0115 - logcount_predictions_loss: 0.3251 3092/3099 [============================>.] - ETA: 2s - loss: 573.5853 - logits_profile_predictions_loss: 562.9849 - logcount_predictions_loss: 0.3251 3093/3099 [============================>.] - ETA: 1s - loss: 573.5938 - logits_profile_predictions_loss: 562.9931 - logcount_predictions_loss: 0.3251 3094/3099 [============================>.] - ETA: 1s - loss: 573.5654 - logits_profile_predictions_loss: 562.9657 - logcount_predictions_loss: 0.3251 3095/3099 [============================>.] - ETA: 1s - loss: 573.5694 - logits_profile_predictions_loss: 562.9702 - logcount_predictions_loss: 0.3251 3096/3099 [============================>.] - ETA: 0s - loss: 573.5795 - logits_profile_predictions_loss: 562.9815 - logcount_predictions_loss: 0.3251 3097/3099 [============================>.] - ETA: 0s - loss: 573.5831 - logits_profile_predictions_loss: 562.9857 - logcount_predictions_loss: 0.3250 3098/3099 [============================>.] - ETA: 0s - loss: 573.5768 - logits_profile_predictions_loss: 562.9790 - logcount_predictions_loss: 0.3251 3099/3099 [==============================] - ETA: 0s - loss: 573.5881 - logits_profile_predictions_loss: 562.9909 - logcount_predictions_loss: 0.3250 Epoch 18: val_loss did not improve from 611.50623  3099/3099 [==============================] - 959s 309ms/step - loss: 573.5881 - logits_profile_predictions_loss: 562.9909 - logcount_predictions_loss: 0.3250 - val_loss: 614.8406 - val_logits_profile_predictions_loss: 600.0511 - val_logcount_predictions_loss: 0.4537 Epoch 19/50 1/3099 [..............................] - ETA: 16:06 - loss: 598.2949 - logits_profile_predictions_loss: 580.8275 - logcount_predictions_loss: 0.5358 2/3099 [..............................] - ETA: 15:14 - loss: 605.7242 - logits_profile_predictions_loss: 593.8201 - logcount_predictions_loss: 0.3652 3/3099 [..............................] - ETA: 15:13 - loss: 589.5112 - logits_profile_predictions_loss: 579.0603 - logcount_predictions_loss: 0.3206 4/3099 [..............................] - ETA: 15:13 - loss: 563.1962 - logits_profile_predictions_loss: 552.2314 - logcount_predictions_loss: 0.3363 5/3099 [..............................] - ETA: 15:13 - loss: 567.2207 - logits_profile_predictions_loss: 556.3527 - logcount_predictions_loss: 0.3334 6/3099 [..............................] - ETA: 15:13 - loss: 574.9507 - logits_profile_predictions_loss: 564.2702 - logcount_predictions_loss: 0.3276 7/3099 [..............................] - ETA: 15:12 - loss: 581.7089 - logits_profile_predictions_loss: 570.7988 - logcount_predictions_loss: 0.3347 8/3099 [..............................] - ETA: 15:12 - loss: 584.4747 - logits_profile_predictions_loss: 573.9691 - logcount_predictions_loss: 0.3223 9/3099 [..............................] - ETA: 15:12 - loss: 580.7332 - logits_profile_predictions_loss: 570.2968 - logcount_predictions_loss: 0.3201 10/3099 [..............................] - ETA: 15:11 - loss: 577.6587 - logits_profile_predictions_loss: 567.1163 - logcount_predictions_loss: 0.3234 11/3099 [..............................] - ETA: 15:11 - loss: 573.0409 - logits_profile_predictions_loss: 562.6465 - logcount_predictions_loss: 0.3188 12/3099 [..............................] - ETA: 15:11 - loss: 583.5127 - logits_profile_predictions_loss: 573.4019 - logcount_predictions_loss: 0.3101 13/3099 [..............................] - ETA: 15:10 - loss: 582.8857 - logits_profile_predictions_loss: 572.8834 - logcount_predictions_loss: 0.3068 14/3099 [..............................] - ETA: 15:10 - loss: 580.5098 - logits_profile_predictions_loss: 570.5554 - logcount_predictions_loss: 0.3053 15/3099 [..............................] - ETA: 15:10 - loss: 581.8707 - logits_profile_predictions_loss: 571.9937 - logcount_predictions_loss: 0.3030 16/3099 [..............................] - ETA: 15:10 - loss: 578.4975 - logits_profile_predictions_loss: 568.2726 - logcount_predictions_loss: 0.3136 17/3099 [..............................] - ETA: 15:09 - loss: 584.1417 - logits_profile_predictions_loss: 573.8668 - logcount_predictions_loss: 0.3152 18/3099 [..............................] - ETA: 15:12 - loss: 583.2191 - logits_profile_predictions_loss: 572.8866 - logcount_predictions_loss: 0.3169 19/3099 [..............................] - ETA: 15:11 - loss: 582.4023 - logits_profile_predictions_loss: 572.0410 - logcount_predictions_loss: 0.3178 20/3099 [..............................] - ETA: 15:11 - loss: 578.1467 - logits_profile_predictions_loss: 567.6635 - logcount_predictions_loss: 0.3216 21/3099 [..............................] - ETA: 15:11 - loss: 577.6052 - logits_profile_predictions_loss: 567.2238 - logcount_predictions_loss: 0.3184 22/3099 [..............................] - ETA: 15:10 - loss: 577.8121 - logits_profile_predictions_loss: 567.3992 - logcount_predictions_loss: 0.3194 23/3099 [..............................] - ETA: 15:10 - loss: 577.4651 - logits_profile_predictions_loss: 566.9039 - logcount_predictions_loss: 0.3240 24/3099 [..............................] - ETA: 15:09 - loss: 577.1764 - logits_profile_predictions_loss: 566.7281 - logcount_predictions_loss: 0.3205 25/3099 [..............................] - ETA: 15:09 - loss: 578.0143 - logits_profile_predictions_loss: 567.5967 - logcount_predictions_loss: 0.3196 26/3099 [..............................] - ETA: 15:09 - loss: 575.6118 - logits_profile_predictions_loss: 565.2012 - logcount_predictions_loss: 0.3193 27/3099 [..............................] - ETA: 15:08 - loss: 574.6299 - logits_profile_predictions_loss: 564.2708 - logcount_predictions_loss: 0.3178 28/3099 [..............................] - ETA: 15:08 - loss: 573.2210 - logits_profile_predictions_loss: 562.9649 - logcount_predictions_loss: 0.3146 29/3099 [..............................] - ETA: 15:08 - loss: 569.4511 - logits_profile_predictions_loss: 559.1504 - logcount_predictions_loss: 0.3160 30/3099 [..............................] - ETA: 15:07 - loss: 570.1104 - logits_profile_predictions_loss: 559.7096 - logcount_predictions_loss: 0.3190 31/3099 [..............................] - ETA: 15:07 - loss: 571.1928 - logits_profile_predictions_loss: 560.7690 - logcount_predictions_loss: 0.3198 32/3099 [..............................] - ETA: 15:06 - loss: 571.3657 - logits_profile_predictions_loss: 561.0244 - logcount_predictions_loss: 0.3172 33/3099 [..............................] - ETA: 15:06 - loss: 570.0010 - logits_profile_predictions_loss: 559.8175 - logcount_predictions_loss: 0.3124 34/3099 [..............................] - ETA: 15:06 - loss: 569.6486 - logits_profile_predictions_loss: 559.4446 - logcount_predictions_loss: 0.3130 35/3099 [..............................] - ETA: 15:06 - loss: 568.9684 - logits_profile_predictions_loss: 558.8471 - logcount_predictions_loss: 0.3105 36/3099 [..............................] - ETA: 15:06 - loss: 568.6240 - logits_profile_predictions_loss: 558.6064 - logcount_predictions_loss: 0.3073 37/3099 [..............................] - ETA: 15:05 - loss: 568.6621 - logits_profile_predictions_loss: 558.6865 - logcount_predictions_loss: 0.3060 38/3099 [..............................] - ETA: 15:05 - loss: 568.0896 - logits_profile_predictions_loss: 558.1518 - logcount_predictions_loss: 0.3048 39/3099 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logits_profile_predictions_loss: 565.6976 - logcount_predictions_loss: 0.3283 462/3099 [===>..........................] - ETA: 13:01 - loss: 576.4531 - logits_profile_predictions_loss: 565.7421 - logcount_predictions_loss: 0.3286 463/3099 [===>..........................] - ETA: 13:01 - loss: 576.5372 - logits_profile_predictions_loss: 565.8254 - logcount_predictions_loss: 0.3286 464/3099 [===>..........................] - ETA: 13:00 - loss: 576.4467 - logits_profile_predictions_loss: 565.7367 - logcount_predictions_loss: 0.3285 465/3099 [===>..........................] - ETA: 13:00 - loss: 576.4074 - logits_profile_predictions_loss: 565.6979 - logcount_predictions_loss: 0.3285 466/3099 [===>..........................] - ETA: 13:00 - loss: 576.4050 - logits_profile_predictions_loss: 565.7014 - logcount_predictions_loss: 0.3283 467/3099 [===>..........................] - ETA: 12:59 - loss: 576.3623 - logits_profile_predictions_loss: 565.6626 - logcount_predictions_loss: 0.3282 468/3099 [===>..........................] - ETA: 12:59 - loss: 576.3429 - logits_profile_predictions_loss: 565.6385 - logcount_predictions_loss: 0.3284 469/3099 [===>..........................] - ETA: 12:59 - loss: 576.3237 - logits_profile_predictions_loss: 565.6224 - logcount_predictions_loss: 0.3283 470/3099 [===>..........................] - ETA: 12:59 - loss: 576.2419 - logits_profile_predictions_loss: 565.5433 - logcount_predictions_loss: 0.3282 471/3099 [===>..........................] - ETA: 12:58 - loss: 576.2076 - logits_profile_predictions_loss: 565.5024 - logcount_predictions_loss: 0.3284 472/3099 [===>..........................] - ETA: 12:58 - loss: 575.9753 - logits_profile_predictions_loss: 565.2704 - logcount_predictions_loss: 0.3284 473/3099 [===>..........................] - ETA: 12:58 - loss: 575.9908 - logits_profile_predictions_loss: 565.2878 - logcount_predictions_loss: 0.3283 474/3099 [===>..........................] - ETA: 12:57 - loss: 575.9626 - logits_profile_predictions_loss: 565.2651 - logcount_predictions_loss: 0.3281 475/3099 [===>..........................] - ETA: 12:57 - loss: 575.9553 - logits_profile_predictions_loss: 565.2617 - logcount_predictions_loss: 0.3280 476/3099 [===>..........................] - ETA: 12:57 - loss: 575.8444 - logits_profile_predictions_loss: 565.1531 - logcount_predictions_loss: 0.3279 477/3099 [===>..........................] - ETA: 12:56 - loss: 575.8115 - logits_profile_predictions_loss: 565.1288 - logcount_predictions_loss: 0.3277 478/3099 [===>..........................] - ETA: 12:56 - loss: 575.8347 - logits_profile_predictions_loss: 565.1603 - logcount_predictions_loss: 0.3274 479/3099 [===>..........................] - ETA: 12:56 - loss: 575.6411 - logits_profile_predictions_loss: 564.9722 - logcount_predictions_loss: 0.3273 480/3099 [===>..........................] - ETA: 12:56 - loss: 575.6021 - logits_profile_predictions_loss: 564.9354 - logcount_predictions_loss: 0.3272 481/3099 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logits_profile_predictions_loss: 564.7604 - logcount_predictions_loss: 0.3271 488/3099 [===>..........................] - ETA: 12:53 - loss: 575.4143 - logits_profile_predictions_loss: 564.7500 - logcount_predictions_loss: 0.3271 489/3099 [===>..........................] - ETA: 12:53 - loss: 575.3774 - logits_profile_predictions_loss: 564.7192 - logcount_predictions_loss: 0.3269 490/3099 [===>..........................] - ETA: 12:53 - loss: 575.5247 - logits_profile_predictions_loss: 564.8659 - logcount_predictions_loss: 0.3270 491/3099 [===>..........................] - ETA: 12:52 - loss: 575.4467 - logits_profile_predictions_loss: 564.7923 - logcount_predictions_loss: 0.3268 492/3099 [===>..........................] - ETA: 12:52 - loss: 575.3063 - logits_profile_predictions_loss: 564.6588 - logcount_predictions_loss: 0.3266 493/3099 [===>..........................] - ETA: 12:52 - loss: 575.3535 - logits_profile_predictions_loss: 564.7122 - logcount_predictions_loss: 0.3264 494/3099 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logits_profile_predictions_loss: 564.3629 - logcount_predictions_loss: 0.3260 514/3099 [===>..........................] - ETA: 12:45 - loss: 574.8828 - logits_profile_predictions_loss: 564.2626 - logcount_predictions_loss: 0.3258 515/3099 [===>..........................] - ETA: 12:45 - loss: 575.0668 - logits_profile_predictions_loss: 564.4330 - logcount_predictions_loss: 0.3262 516/3099 [===>..........................] - ETA: 12:45 - loss: 575.1835 - logits_profile_predictions_loss: 564.5546 - logcount_predictions_loss: 0.3260 517/3099 [====>.........................] - ETA: 12:45 - loss: 575.1856 - logits_profile_predictions_loss: 564.5585 - logcount_predictions_loss: 0.3260 518/3099 [====>.........................] - ETA: 12:44 - loss: 575.0272 - logits_profile_predictions_loss: 564.4028 - logcount_predictions_loss: 0.3259 519/3099 [====>.........................] - ETA: 12:44 - loss: 575.1477 - logits_profile_predictions_loss: 564.5274 - logcount_predictions_loss: 0.3258 520/3099 [====>.........................] - ETA: 12:44 - loss: 575.2563 - logits_profile_predictions_loss: 564.6397 - logcount_predictions_loss: 0.3257 521/3099 [====>.........................] - ETA: 12:43 - loss: 575.2538 - logits_profile_predictions_loss: 564.6384 - logcount_predictions_loss: 0.3256 522/3099 [====>.........................] - ETA: 12:43 - loss: 575.3494 - logits_profile_predictions_loss: 564.7366 - logcount_predictions_loss: 0.3255 523/3099 [====>.........................] - ETA: 12:43 - loss: 575.4641 - logits_profile_predictions_loss: 564.8541 - logcount_predictions_loss: 0.3255 524/3099 [====>.........................] - ETA: 12:42 - loss: 575.5598 - logits_profile_predictions_loss: 564.9532 - logcount_predictions_loss: 0.3254 525/3099 [====>.........................] - ETA: 12:42 - loss: 575.4823 - logits_profile_predictions_loss: 564.8772 - logcount_predictions_loss: 0.3253 526/3099 [====>.........................] - ETA: 12:42 - loss: 575.4406 - 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[====>.........................] - ETA: 12:40 - loss: 575.6100 - logits_profile_predictions_loss: 564.9974 - logcount_predictions_loss: 0.3255 534/3099 [====>.........................] - ETA: 12:40 - loss: 575.7010 - logits_profile_predictions_loss: 565.0933 - logcount_predictions_loss: 0.3254 535/3099 [====>.........................] - ETA: 12:39 - loss: 575.7674 - logits_profile_predictions_loss: 565.1587 - logcount_predictions_loss: 0.3254 536/3099 [====>.........................] - ETA: 12:39 - loss: 575.7585 - logits_profile_predictions_loss: 565.1515 - logcount_predictions_loss: 0.3254 537/3099 [====>.........................] - ETA: 12:39 - loss: 575.7661 - logits_profile_predictions_loss: 565.1581 - logcount_predictions_loss: 0.3254 538/3099 [====>.........................] - ETA: 12:38 - loss: 575.7879 - logits_profile_predictions_loss: 565.1725 - logcount_predictions_loss: 0.3256 539/3099 [====>.........................] - ETA: 12:38 - loss: 575.6902 - 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[====>.........................] - ETA: 12:36 - loss: 575.4642 - logits_profile_predictions_loss: 564.8673 - logcount_predictions_loss: 0.3251 547/3099 [====>.........................] - ETA: 12:36 - loss: 575.5049 - logits_profile_predictions_loss: 564.9105 - logcount_predictions_loss: 0.3250 548/3099 [====>.........................] - ETA: 12:35 - loss: 575.4727 - logits_profile_predictions_loss: 564.8841 - logcount_predictions_loss: 0.3248 549/3099 [====>.........................] - ETA: 12:35 - loss: 575.5347 - logits_profile_predictions_loss: 564.9464 - logcount_predictions_loss: 0.3248 550/3099 [====>.........................] - ETA: 12:35 - loss: 575.4202 - logits_profile_predictions_loss: 564.8378 - logcount_predictions_loss: 0.3246 551/3099 [====>.........................] - ETA: 12:35 - loss: 575.4016 - logits_profile_predictions_loss: 564.8201 - logcount_predictions_loss: 0.3246 552/3099 [====>.........................] - ETA: 12:34 - loss: 575.4707 - 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[====>.........................] - ETA: 12:32 - loss: 575.0935 - logits_profile_predictions_loss: 564.5089 - logcount_predictions_loss: 0.3247 560/3099 [====>.........................] - ETA: 12:32 - loss: 575.1279 - logits_profile_predictions_loss: 564.5524 - logcount_predictions_loss: 0.3244 561/3099 [====>.........................] - ETA: 12:32 - loss: 575.0826 - logits_profile_predictions_loss: 564.5023 - logcount_predictions_loss: 0.3246 562/3099 [====>.........................] - ETA: 12:31 - loss: 575.2022 - logits_profile_predictions_loss: 564.6239 - logcount_predictions_loss: 0.3245 563/3099 [====>.........................] - ETA: 12:31 - loss: 575.1911 - logits_profile_predictions_loss: 564.6137 - logcount_predictions_loss: 0.3245 564/3099 [====>.........................] - ETA: 12:31 - loss: 575.2252 - logits_profile_predictions_loss: 564.6514 - logcount_predictions_loss: 0.3243 565/3099 [====>.........................] - ETA: 12:30 - loss: 575.2557 - 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logits_profile_predictions_loss: 564.3242 - logcount_predictions_loss: 0.3237 579/3099 [====>.........................] - ETA: 12:26 - loss: 574.9417 - logits_profile_predictions_loss: 564.3913 - logcount_predictions_loss: 0.3236 580/3099 [====>.........................] - ETA: 12:26 - loss: 575.0070 - logits_profile_predictions_loss: 564.4599 - logcount_predictions_loss: 0.3235 581/3099 [====>.........................] - ETA: 12:26 - loss: 575.0710 - logits_profile_predictions_loss: 564.5289 - logcount_predictions_loss: 0.3234 582/3099 [====>.........................] - ETA: 12:25 - loss: 574.9628 - logits_profile_predictions_loss: 564.4225 - logcount_predictions_loss: 0.3233 583/3099 [====>.........................] - ETA: 12:25 - loss: 574.9095 - logits_profile_predictions_loss: 564.3729 - logcount_predictions_loss: 0.3232 584/3099 [====>.........................] - ETA: 12:25 - loss: 575.1262 - logits_profile_predictions_loss: 564.5939 - logcount_predictions_loss: 0.3231 585/3099 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[============================>.] - ETA: 9s - loss: 572.8757 - logits_profile_predictions_loss: 562.4356 - logcount_predictions_loss: 0.3202 3069/3099 [============================>.] - ETA: 8s - loss: 572.8660 - logits_profile_predictions_loss: 562.4268 - logcount_predictions_loss: 0.3202 3070/3099 [============================>.] - ETA: 8s - loss: 572.8667 - logits_profile_predictions_loss: 562.4282 - logcount_predictions_loss: 0.3202 3071/3099 [============================>.] - ETA: 8s - loss: 572.8650 - logits_profile_predictions_loss: 562.4273 - logcount_predictions_loss: 0.3202 3072/3099 [============================>.] - ETA: 8s - loss: 572.8597 - logits_profile_predictions_loss: 562.4232 - logcount_predictions_loss: 0.3201 3073/3099 [============================>.] - ETA: 7s - loss: 572.8555 - logits_profile_predictions_loss: 562.4175 - logcount_predictions_loss: 0.3202 3074/3099 [============================>.] - ETA: 7s - loss: 572.8833 - logits_profile_predictions_loss: 562.4437 - logcount_predictions_loss: 0.3202 3075/3099 [============================>.] - ETA: 7s - loss: 572.8879 - logits_profile_predictions_loss: 562.4490 - logcount_predictions_loss: 0.3202 3076/3099 [============================>.] - ETA: 6s - loss: 572.8657 - logits_profile_predictions_loss: 562.4265 - logcount_predictions_loss: 0.3202 3077/3099 [============================>.] - ETA: 6s - loss: 572.8513 - logits_profile_predictions_loss: 562.4124 - logcount_predictions_loss: 0.3202 3078/3099 [============================>.] - ETA: 6s - loss: 572.8387 - logits_profile_predictions_loss: 562.3975 - logcount_predictions_loss: 0.3203 3079/3099 [============================>.] - ETA: 5s - loss: 572.8306 - logits_profile_predictions_loss: 562.3902 - logcount_predictions_loss: 0.3202 3080/3099 [============================>.] - ETA: 5s - loss: 572.8189 - logits_profile_predictions_loss: 562.3790 - logcount_predictions_loss: 0.3202 3081/3099 [============================>.] - ETA: 5s - loss: 572.8067 - logits_profile_predictions_loss: 562.3672 - logcount_predictions_loss: 0.3202 3082/3099 [============================>.] - ETA: 5s - loss: 572.8036 - logits_profile_predictions_loss: 562.3613 - logcount_predictions_loss: 0.3203 3083/3099 [============================>.] - ETA: 4s - loss: 572.7857 - logits_profile_predictions_loss: 562.3440 - logcount_predictions_loss: 0.3203 3084/3099 [============================>.] - ETA: 4s - loss: 572.7978 - logits_profile_predictions_loss: 562.3561 - logcount_predictions_loss: 0.3203 3085/3099 [============================>.] - ETA: 4s - loss: 572.7850 - logits_profile_predictions_loss: 562.3434 - logcount_predictions_loss: 0.3203 3086/3099 [============================>.] - ETA: 3s - loss: 572.7859 - logits_profile_predictions_loss: 562.3452 - logcount_predictions_loss: 0.3203 3087/3099 [============================>.] - ETA: 3s - loss: 572.8054 - logits_profile_predictions_loss: 562.3659 - logcount_predictions_loss: 0.3202 3088/3099 [============================>.] - ETA: 3s - loss: 572.7956 - logits_profile_predictions_loss: 562.3566 - logcount_predictions_loss: 0.3202 3089/3099 [============================>.] - ETA: 2s - loss: 572.8094 - logits_profile_predictions_loss: 562.3702 - logcount_predictions_loss: 0.3202 3090/3099 [============================>.] - ETA: 2s - loss: 572.8117 - logits_profile_predictions_loss: 562.3718 - logcount_predictions_loss: 0.3202 3091/3099 [============================>.] - ETA: 2s - loss: 572.8328 - logits_profile_predictions_loss: 562.3937 - logcount_predictions_loss: 0.3202 3092/3099 [============================>.] - ETA: 2s - loss: 572.8489 - logits_profile_predictions_loss: 562.4089 - logcount_predictions_loss: 0.3202 3093/3099 [============================>.] - ETA: 1s - loss: 572.8780 - logits_profile_predictions_loss: 562.4370 - logcount_predictions_loss: 0.3203 3094/3099 [============================>.] - ETA: 1s - loss: 572.8790 - logits_profile_predictions_loss: 562.4372 - logcount_predictions_loss: 0.3203 3095/3099 [============================>.] - ETA: 1s - loss: 572.8647 - logits_profile_predictions_loss: 562.4238 - logcount_predictions_loss: 0.3203 3096/3099 [============================>.] - ETA: 0s - loss: 572.8682 - logits_profile_predictions_loss: 562.4256 - logcount_predictions_loss: 0.3203 3097/3099 [============================>.] - ETA: 0s - loss: 572.8474 - logits_profile_predictions_loss: 562.4047 - logcount_predictions_loss: 0.3203 3098/3099 [============================>.] - ETA: 0s - loss: 572.8401 - logits_profile_predictions_loss: 562.3973 - logcount_predictions_loss: 0.3203 3099/3099 [==============================] - ETA: 0s - loss: 572.8380 - logits_profile_predictions_loss: 562.3953 - logcount_predictions_loss: 0.3203 Epoch 19: val_loss did not improve from 611.50623  3099/3099 [==============================] - 960s 310ms/step - loss: 572.8380 - logits_profile_predictions_loss: 562.3953 - logcount_predictions_loss: 0.3203 - val_loss: 614.4747 - val_logits_profile_predictions_loss: 599.8826 - val_logcount_predictions_loss: 0.4476 Epoch 20/50 1/3099 [..............................] - ETA: 15:57 - loss: 645.6420 - logits_profile_predictions_loss: 634.3822 - logcount_predictions_loss: 0.3454 2/3099 [..............................] - ETA: 15:13 - loss: 597.7681 - logits_profile_predictions_loss: 587.6592 - logcount_predictions_loss: 0.3101 3/3099 [..............................] - ETA: 15:12 - loss: 597.3082 - logits_profile_predictions_loss: 587.1776 - logcount_predictions_loss: 0.3108 4/3099 [..............................] - ETA: 15:11 - loss: 589.7287 - logits_profile_predictions_loss: 577.9388 - logcount_predictions_loss: 0.3617 5/3099 [..............................] - ETA: 15:11 - loss: 588.4206 - logits_profile_predictions_loss: 576.7684 - logcount_predictions_loss: 0.3574 6/3099 [..............................] - ETA: 15:11 - loss: 595.3406 - logits_profile_predictions_loss: 584.4915 - logcount_predictions_loss: 0.3328 7/3099 [..............................] - ETA: 15:11 - loss: 591.1904 - logits_profile_predictions_loss: 579.9291 - logcount_predictions_loss: 0.3454 8/3099 [..............................] - ETA: 15:11 - loss: 596.4192 - logits_profile_predictions_loss: 585.2710 - logcount_predictions_loss: 0.3420 9/3099 [..............................] - ETA: 15:10 - loss: 589.1951 - logits_profile_predictions_loss: 578.1229 - logcount_predictions_loss: 0.3396 10/3099 [..............................] - ETA: 15:10 - loss: 593.7050 - logits_profile_predictions_loss: 582.8145 - logcount_predictions_loss: 0.3341 11/3099 [..............................] - ETA: 15:10 - loss: 595.4880 - logits_profile_predictions_loss: 584.5161 - logcount_predictions_loss: 0.3366 12/3099 [..............................] - ETA: 15:10 - loss: 590.4258 - logits_profile_predictions_loss: 579.7021 - logcount_predictions_loss: 0.3289 13/3099 [..............................] - ETA: 15:09 - loss: 585.1134 - logits_profile_predictions_loss: 574.3379 - logcount_predictions_loss: 0.3305 14/3099 [..............................] - ETA: 15:09 - loss: 583.7195 - logits_profile_predictions_loss: 572.9225 - logcount_predictions_loss: 0.3312 15/3099 [..............................] - ETA: 15:09 - loss: 581.8851 - logits_profile_predictions_loss: 571.3648 - logcount_predictions_loss: 0.3227 16/3099 [..............................] - ETA: 15:09 - loss: 579.4240 - logits_profile_predictions_loss: 568.7166 - logcount_predictions_loss: 0.3284 17/3099 [..............................] - ETA: 15:08 - loss: 582.6994 - logits_profile_predictions_loss: 572.0839 - logcount_predictions_loss: 0.3256 18/3099 [..............................] - ETA: 15:51 - loss: 582.8762 - logits_profile_predictions_loss: 571.8645 - logcount_predictions_loss: 0.3378 19/3099 [..............................] - ETA: 15:48 - loss: 578.1239 - logits_profile_predictions_loss: 566.9756 - logcount_predictions_loss: 0.3420 20/3099 [..............................] - ETA: 15:46 - loss: 576.9001 - logits_profile_predictions_loss: 565.8671 - logcount_predictions_loss: 0.3384 21/3099 [..............................] - ETA: 15:44 - loss: 576.0667 - logits_profile_predictions_loss: 565.0892 - logcount_predictions_loss: 0.3367 22/3099 [..............................] - ETA: 15:42 - loss: 575.6511 - logits_profile_predictions_loss: 564.7291 - logcount_predictions_loss: 0.3350 23/3099 [..............................] - ETA: 15:40 - loss: 577.5681 - logits_profile_predictions_loss: 566.6240 - logcount_predictions_loss: 0.3357 24/3099 [..............................] - ETA: 15:38 - loss: 581.1094 - logits_profile_predictions_loss: 570.3248 - logcount_predictions_loss: 0.3308 25/3099 [..............................] - ETA: 15:37 - loss: 578.6525 - logits_profile_predictions_loss: 567.9671 - logcount_predictions_loss: 0.3278 26/3099 [..............................] - ETA: 15:35 - loss: 576.7498 - logits_profile_predictions_loss: 565.9173 - logcount_predictions_loss: 0.3323 27/3099 [..............................] - ETA: 15:34 - loss: 574.0219 - logits_profile_predictions_loss: 563.3223 - logcount_predictions_loss: 0.3282 28/3099 [..............................] - ETA: 15:32 - loss: 576.0113 - logits_profile_predictions_loss: 565.3091 - logcount_predictions_loss: 0.3283 29/3099 [..............................] - ETA: 15:31 - loss: 576.3796 - logits_profile_predictions_loss: 565.7166 - logcount_predictions_loss: 0.3271 30/3099 [..............................] - ETA: 15:30 - loss: 575.9311 - logits_profile_predictions_loss: 565.2941 - logcount_predictions_loss: 0.3263 31/3099 [..............................] - ETA: 15:29 - loss: 573.1323 - logits_profile_predictions_loss: 562.5704 - logcount_predictions_loss: 0.3240 32/3099 [..............................] - ETA: 15:28 - loss: 571.5976 - logits_profile_predictions_loss: 561.0906 - logcount_predictions_loss: 0.3223 33/3099 [..............................] - ETA: 15:27 - loss: 570.5225 - logits_profile_predictions_loss: 560.0233 - logcount_predictions_loss: 0.3221 34/3099 [..............................] - ETA: 15:26 - loss: 572.2529 - logits_profile_predictions_loss: 561.8351 - logcount_predictions_loss: 0.3196 35/3099 [..............................] - ETA: 15:27 - loss: 572.7868 - logits_profile_predictions_loss: 562.2275 - logcount_predictions_loss: 0.3239 36/3099 [..............................] - ETA: 15:26 - loss: 571.8112 - logits_profile_predictions_loss: 561.2137 - logcount_predictions_loss: 0.3251 37/3099 [..............................] - ETA: 15:25 - loss: 571.1403 - logits_profile_predictions_loss: 560.5493 - logcount_predictions_loss: 0.3249 38/3099 [..............................] - ETA: 15:24 - loss: 570.6901 - logits_profile_predictions_loss: 560.1717 - logcount_predictions_loss: 0.3226 39/3099 [..............................] - ETA: 15:23 - loss: 569.1229 - logits_profile_predictions_loss: 558.6644 - logcount_predictions_loss: 0.3208 40/3099 [..............................] - ETA: 15:23 - loss: 570.1315 - logits_profile_predictions_loss: 559.7061 - logcount_predictions_loss: 0.3198 41/3099 [..............................] - ETA: 15:22 - loss: 569.7106 - logits_profile_predictions_loss: 559.3382 - logcount_predictions_loss: 0.3182 42/3099 [..............................] - ETA: 15:21 - loss: 569.7948 - logits_profile_predictions_loss: 559.3563 - logcount_predictions_loss: 0.3202 43/3099 [..............................] - ETA: 15:20 - loss: 570.1522 - logits_profile_predictions_loss: 559.8085 - logcount_predictions_loss: 0.3173 44/3099 [..............................] - ETA: 15:20 - loss: 570.0328 - logits_profile_predictions_loss: 559.7524 - logcount_predictions_loss: 0.3153 45/3099 [..............................] - ETA: 15:19 - loss: 570.1344 - logits_profile_predictions_loss: 559.8594 - logcount_predictions_loss: 0.3152 46/3099 [..............................] - ETA: 15:18 - loss: 569.2068 - logits_profile_predictions_loss: 558.8032 - logcount_predictions_loss: 0.3191 47/3099 [..............................] - ETA: 15:17 - loss: 568.9518 - logits_profile_predictions_loss: 558.5991 - logcount_predictions_loss: 0.3176 48/3099 [..............................] - ETA: 15:17 - loss: 568.5251 - logits_profile_predictions_loss: 558.1757 - logcount_predictions_loss: 0.3175 49/3099 [..............................] - ETA: 15:16 - loss: 569.7264 - logits_profile_predictions_loss: 559.3883 - logcount_predictions_loss: 0.3171 50/3099 [..............................] - ETA: 15:15 - loss: 568.8358 - logits_profile_predictions_loss: 558.5284 - logcount_predictions_loss: 0.3162 51/3099 [..............................] - ETA: 15:15 - loss: 569.7180 - logits_profile_predictions_loss: 559.3488 - logcount_predictions_loss: 0.3181 52/3099 [..............................] - ETA: 15:15 - loss: 568.0729 - logits_profile_predictions_loss: 557.7171 - logcount_predictions_loss: 0.3177 53/3099 [..............................] - ETA: 15:14 - loss: 567.9761 - logits_profile_predictions_loss: 557.6242 - logcount_predictions_loss: 0.3175 54/3099 [..............................] - ETA: 15:14 - loss: 568.9138 - logits_profile_predictions_loss: 558.5277 - logcount_predictions_loss: 0.3186 55/3099 [..............................] - ETA: 15:13 - loss: 569.0225 - logits_profile_predictions_loss: 558.6469 - logcount_predictions_loss: 0.3183 56/3099 [..............................] - ETA: 15:13 - loss: 569.3265 - logits_profile_predictions_loss: 558.8834 - logcount_predictions_loss: 0.3203 57/3099 [..............................] - ETA: 15:12 - loss: 569.3906 - logits_profile_predictions_loss: 558.9553 - logcount_predictions_loss: 0.3201 58/3099 [..............................] - ETA: 15:12 - loss: 570.1788 - logits_profile_predictions_loss: 559.7394 - logcount_predictions_loss: 0.3202 59/3099 [..............................] - ETA: 15:11 - loss: 569.9111 - logits_profile_predictions_loss: 559.4810 - logcount_predictions_loss: 0.3199 60/3099 [..............................] - ETA: 15:10 - loss: 569.1738 - logits_profile_predictions_loss: 558.8091 - logcount_predictions_loss: 0.3179 61/3099 [..............................] - ETA: 15:10 - loss: 569.0747 - logits_profile_predictions_loss: 558.7131 - logcount_predictions_loss: 0.3178 62/3099 [..............................] - ETA: 15:09 - loss: 568.2542 - logits_profile_predictions_loss: 557.8874 - logcount_predictions_loss: 0.3180 63/3099 [..............................] - ETA: 15:09 - loss: 569.0850 - logits_profile_predictions_loss: 558.7036 - logcount_predictions_loss: 0.3184 64/3099 [..............................] - ETA: 15:08 - loss: 568.3082 - logits_profile_predictions_loss: 557.9253 - logcount_predictions_loss: 0.3185 65/3099 [..............................] - ETA: 15:08 - loss: 567.8780 - logits_profile_predictions_loss: 557.5742 - logcount_predictions_loss: 0.3161 66/3099 [..............................] - ETA: 15:07 - loss: 567.9572 - logits_profile_predictions_loss: 557.5923 - logcount_predictions_loss: 0.3179 67/3099 [..............................] - ETA: 15:07 - loss: 569.1862 - logits_profile_predictions_loss: 558.8549 - logcount_predictions_loss: 0.3169 68/3099 [..............................] - ETA: 15:07 - loss: 569.8254 - logits_profile_predictions_loss: 559.5195 - logcount_predictions_loss: 0.3161 69/3099 [..............................] - ETA: 15:09 - loss: 568.9350 - logits_profile_predictions_loss: 558.6371 - logcount_predictions_loss: 0.3159 70/3099 [..............................] - ETA: 15:08 - loss: 568.8454 - logits_profile_predictions_loss: 558.5071 - logcount_predictions_loss: 0.3171 71/3099 [..............................] - ETA: 15:08 - loss: 570.1686 - logits_profile_predictions_loss: 559.8157 - logcount_predictions_loss: 0.3176 72/3099 [..............................] - ETA: 15:07 - loss: 570.1052 - logits_profile_predictions_loss: 559.7054 - logcount_predictions_loss: 0.3190 73/3099 [..............................] - ETA: 15:07 - loss: 570.3870 - logits_profile_predictions_loss: 559.9748 - logcount_predictions_loss: 0.3194 74/3099 [..............................] - ETA: 15:06 - loss: 570.8584 - logits_profile_predictions_loss: 560.4430 - logcount_predictions_loss: 0.3195 75/3099 [..............................] - ETA: 15:06 - loss: 571.4908 - logits_profile_predictions_loss: 561.0783 - logcount_predictions_loss: 0.3194 76/3099 [..............................] - ETA: 15:05 - loss: 571.5305 - logits_profile_predictions_loss: 561.1326 - logcount_predictions_loss: 0.3189 77/3099 [..............................] - ETA: 15:05 - loss: 571.4396 - logits_profile_predictions_loss: 561.0051 - logcount_predictions_loss: 0.3201 78/3099 [..............................] - ETA: 15:05 - loss: 571.6824 - logits_profile_predictions_loss: 561.2401 - logcount_predictions_loss: 0.3203 79/3099 [..............................] - ETA: 15:04 - loss: 571.3439 - logits_profile_predictions_loss: 560.9008 - logcount_predictions_loss: 0.3203 80/3099 [..............................] - ETA: 15:04 - loss: 571.8029 - logits_profile_predictions_loss: 561.3447 - logcount_predictions_loss: 0.3208 81/3099 [..............................] - ETA: 15:03 - loss: 572.6318 - logits_profile_predictions_loss: 562.1780 - logcount_predictions_loss: 0.3207 82/3099 [..............................] - ETA: 15:03 - loss: 571.8929 - logits_profile_predictions_loss: 561.4631 - logcount_predictions_loss: 0.3199 83/3099 [..............................] - ETA: 15:02 - loss: 571.5646 - logits_profile_predictions_loss: 561.1450 - logcount_predictions_loss: 0.3196 84/3099 [..............................] - ETA: 15:02 - loss: 570.9948 - logits_profile_predictions_loss: 560.5560 - logcount_predictions_loss: 0.3202 85/3099 [..............................] - ETA: 15:02 - loss: 570.5948 - logits_profile_predictions_loss: 560.1768 - logcount_predictions_loss: 0.3196 86/3099 [..............................] - ETA: 15:02 - loss: 569.7065 - logits_profile_predictions_loss: 559.2819 - logcount_predictions_loss: 0.3198 87/3099 [..............................] - ETA: 15:02 - loss: 569.9581 - logits_profile_predictions_loss: 559.5694 - logcount_predictions_loss: 0.3187 88/3099 [..............................] - ETA: 15:02 - loss: 569.7847 - logits_profile_predictions_loss: 559.3887 - logcount_predictions_loss: 0.3189 89/3099 [..............................] - ETA: 15:01 - loss: 570.0991 - logits_profile_predictions_loss: 559.7251 - logcount_predictions_loss: 0.3182 90/3099 [..............................] - ETA: 15:01 - loss: 571.1021 - logits_profile_predictions_loss: 560.7499 - logcount_predictions_loss: 0.3175 91/3099 [..............................] - ETA: 15:00 - loss: 571.2028 - logits_profile_predictions_loss: 560.8772 - logcount_predictions_loss: 0.3167 92/3099 [..............................] - ETA: 15:00 - loss: 570.7090 - logits_profile_predictions_loss: 560.3810 - logcount_predictions_loss: 0.3168 93/3099 [..............................] - ETA: 15:00 - loss: 570.6741 - logits_profile_predictions_loss: 560.3530 - logcount_predictions_loss: 0.3166 94/3099 [..............................] - ETA: 14:59 - loss: 570.5088 - logits_profile_predictions_loss: 560.1238 - logcount_predictions_loss: 0.3186 95/3099 [..............................] - ETA: 14:59 - loss: 570.7787 - logits_profile_predictions_loss: 560.3925 - logcount_predictions_loss: 0.3186 96/3099 [..............................] - ETA: 14:58 - loss: 570.8649 - logits_profile_predictions_loss: 560.4746 - logcount_predictions_loss: 0.3187 97/3099 [..............................] - ETA: 14:58 - loss: 571.0395 - logits_profile_predictions_loss: 560.6502 - logcount_predictions_loss: 0.3187 98/3099 [..............................] - ETA: 14:58 - loss: 570.9745 - logits_profile_predictions_loss: 560.6067 - logcount_predictions_loss: 0.3180 99/3099 [..............................] - ETA: 14:57 - loss: 570.5477 - logits_profile_predictions_loss: 560.1705 - logcount_predictions_loss: 0.3183 100/3099 [..............................] - ETA: 14:57 - loss: 570.9800 - logits_profile_predictions_loss: 560.5540 - logcount_predictions_loss: 0.3198 101/3099 [..............................] - ETA: 14:56 - loss: 570.3029 - logits_profile_predictions_loss: 559.9330 - logcount_predictions_loss: 0.3181 102/3099 [..............................] - ETA: 14:56 - loss: 570.0267 - logits_profile_predictions_loss: 559.6912 - logcount_predictions_loss: 0.3170 103/3099 [..............................] - ETA: 14:56 - loss: 569.4882 - logits_profile_predictions_loss: 559.1694 - logcount_predictions_loss: 0.3165 104/3099 [>.............................] - ETA: 14:56 - loss: 569.1205 - logits_profile_predictions_loss: 558.8168 - logcount_predictions_loss: 0.3161 105/3099 [>.............................] - ETA: 14:56 - loss: 569.4069 - logits_profile_predictions_loss: 559.0916 - logcount_predictions_loss: 0.3164 106/3099 [>.............................] - ETA: 14:55 - loss: 570.1455 - logits_profile_predictions_loss: 559.8124 - logcount_predictions_loss: 0.3170 107/3099 [>.............................] - ETA: 14:55 - loss: 570.7858 - logits_profile_predictions_loss: 560.4492 - logcount_predictions_loss: 0.3171 108/3099 [>.............................] - ETA: 14:54 - loss: 571.4946 - logits_profile_predictions_loss: 561.1642 - logcount_predictions_loss: 0.3169 109/3099 [>.............................] - ETA: 14:54 - loss: 571.0571 - logits_profile_predictions_loss: 560.6765 - logcount_predictions_loss: 0.3184 110/3099 [>.............................] - ETA: 14:54 - loss: 571.4691 - 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[===========================>..] - ETA: 32s - loss: 572.5316 - logits_profile_predictions_loss: 562.1903 - logcount_predictions_loss: 0.3172 2991/3099 [===========================>..] - ETA: 32s - loss: 572.5226 - logits_profile_predictions_loss: 562.1807 - logcount_predictions_loss: 0.3172 2992/3099 [===========================>..] - ETA: 31s - loss: 572.5312 - logits_profile_predictions_loss: 562.1871 - logcount_predictions_loss: 0.3173 2993/3099 [===========================>..] - ETA: 31s - loss: 572.5426 - logits_profile_predictions_loss: 562.1946 - logcount_predictions_loss: 0.3174 2994/3099 [===========================>..] - ETA: 31s - loss: 572.5245 - logits_profile_predictions_loss: 562.1743 - logcount_predictions_loss: 0.3175 2995/3099 [===========================>..] - ETA: 31s - loss: 572.5344 - logits_profile_predictions_loss: 562.1845 - logcount_predictions_loss: 0.3175 2996/3099 [============================>.] - ETA: 30s - loss: 572.5262 - logits_profile_predictions_loss: 562.1772 - logcount_predictions_loss: 0.3174 2997/3099 [============================>.] - ETA: 30s - loss: 572.5590 - logits_profile_predictions_loss: 562.2093 - logcount_predictions_loss: 0.3175 2998/3099 [============================>.] - ETA: 30s - loss: 572.5532 - logits_profile_predictions_loss: 562.2037 - logcount_predictions_loss: 0.3175 2999/3099 [============================>.] - ETA: 29s - loss: 572.5740 - logits_profile_predictions_loss: 562.2253 - logcount_predictions_loss: 0.3174 3000/3099 [============================>.] - ETA: 29s - loss: 572.5464 - logits_profile_predictions_loss: 562.1973 - logcount_predictions_loss: 0.3174 3001/3099 [============================>.] - ETA: 29s - loss: 572.5472 - logits_profile_predictions_loss: 562.1979 - logcount_predictions_loss: 0.3174 3002/3099 [============================>.] - ETA: 28s - loss: 572.5513 - logits_profile_predictions_loss: 562.2012 - logcount_predictions_loss: 0.3175 3003/3099 [============================>.] - ETA: 28s - loss: 572.5563 - logits_profile_predictions_loss: 562.2048 - logcount_predictions_loss: 0.3175 3004/3099 [============================>.] - ETA: 28s - loss: 572.5350 - logits_profile_predictions_loss: 562.1835 - logcount_predictions_loss: 0.3175 3005/3099 [============================>.] - ETA: 28s - loss: 572.5302 - logits_profile_predictions_loss: 562.1781 - logcount_predictions_loss: 0.3175 3006/3099 [============================>.] - ETA: 27s - loss: 572.5218 - logits_profile_predictions_loss: 562.1697 - logcount_predictions_loss: 0.3175 3007/3099 [============================>.] - ETA: 27s - loss: 572.5567 - logits_profile_predictions_loss: 562.2039 - logcount_predictions_loss: 0.3176 3008/3099 [============================>.] - ETA: 27s - loss: 572.5539 - logits_profile_predictions_loss: 562.2004 - logcount_predictions_loss: 0.3176 3009/3099 [============================>.] - ETA: 26s - loss: 572.5589 - logits_profile_predictions_loss: 562.2055 - logcount_predictions_loss: 0.3176 3010/3099 [============================>.] - ETA: 26s - loss: 572.5361 - logits_profile_predictions_loss: 562.1826 - logcount_predictions_loss: 0.3176 3011/3099 [============================>.] - ETA: 26s - loss: 572.5405 - logits_profile_predictions_loss: 562.1860 - logcount_predictions_loss: 0.3176 3012/3099 [============================>.] - ETA: 25s - loss: 572.5135 - logits_profile_predictions_loss: 562.1591 - logcount_predictions_loss: 0.3176 3013/3099 [============================>.] - ETA: 25s - loss: 572.5308 - logits_profile_predictions_loss: 562.1752 - logcount_predictions_loss: 0.3176 3014/3099 [============================>.] - ETA: 25s - loss: 572.5362 - logits_profile_predictions_loss: 562.1794 - logcount_predictions_loss: 0.3177 3015/3099 [============================>.] - ETA: 25s - loss: 572.5364 - logits_profile_predictions_loss: 562.1797 - logcount_predictions_loss: 0.3177 3016/3099 [============================>.] - ETA: 24s - loss: 572.5182 - logits_profile_predictions_loss: 562.1616 - logcount_predictions_loss: 0.3177 3017/3099 [============================>.] - ETA: 24s - loss: 572.5170 - logits_profile_predictions_loss: 562.1605 - logcount_predictions_loss: 0.3177 3018/3099 [============================>.] - ETA: 24s - loss: 572.5210 - logits_profile_predictions_loss: 562.1621 - logcount_predictions_loss: 0.3177 3019/3099 [============================>.] - ETA: 23s - loss: 572.5432 - logits_profile_predictions_loss: 562.1848 - logcount_predictions_loss: 0.3177 3020/3099 [============================>.] - ETA: 23s - loss: 572.5192 - logits_profile_predictions_loss: 562.1613 - logcount_predictions_loss: 0.3177 3021/3099 [============================>.] - ETA: 23s - loss: 572.5264 - logits_profile_predictions_loss: 562.1684 - logcount_predictions_loss: 0.3177 3022/3099 [============================>.] - ETA: 22s - loss: 572.4993 - logits_profile_predictions_loss: 562.1414 - logcount_predictions_loss: 0.3177 3023/3099 [============================>.] - ETA: 22s - loss: 572.5023 - logits_profile_predictions_loss: 562.1439 - logcount_predictions_loss: 0.3177 3024/3099 [============================>.] - ETA: 22s - loss: 572.4800 - logits_profile_predictions_loss: 562.1212 - logcount_predictions_loss: 0.3177 3025/3099 [============================>.] - ETA: 22s - loss: 572.4870 - logits_profile_predictions_loss: 562.1296 - logcount_predictions_loss: 0.3177 3026/3099 [============================>.] - ETA: 21s - loss: 572.4926 - logits_profile_predictions_loss: 562.1358 - logcount_predictions_loss: 0.3177 3027/3099 [============================>.] - ETA: 21s - loss: 572.4750 - logits_profile_predictions_loss: 562.1183 - logcount_predictions_loss: 0.3177 3028/3099 [============================>.] - ETA: 21s - loss: 572.4510 - logits_profile_predictions_loss: 562.0955 - logcount_predictions_loss: 0.3176 3029/3099 [============================>.] - ETA: 20s - loss: 572.4852 - logits_profile_predictions_loss: 562.1303 - logcount_predictions_loss: 0.3176 3030/3099 [============================>.] - ETA: 20s - loss: 572.4565 - logits_profile_predictions_loss: 562.1028 - logcount_predictions_loss: 0.3176 3031/3099 [============================>.] - ETA: 20s - loss: 572.4451 - logits_profile_predictions_loss: 562.0923 - logcount_predictions_loss: 0.3176 3032/3099 [============================>.] - ETA: 20s - loss: 572.4525 - logits_profile_predictions_loss: 562.0987 - logcount_predictions_loss: 0.3176 3033/3099 [============================>.] - ETA: 19s - loss: 572.4451 - logits_profile_predictions_loss: 562.0916 - logcount_predictions_loss: 0.3176 3034/3099 [============================>.] - ETA: 19s - loss: 572.4561 - logits_profile_predictions_loss: 562.1030 - logcount_predictions_loss: 0.3176 3035/3099 [============================>.] - ETA: 19s - loss: 572.4542 - logits_profile_predictions_loss: 562.1004 - logcount_predictions_loss: 0.3176 3036/3099 [============================>.] - ETA: 18s - loss: 572.4605 - logits_profile_predictions_loss: 562.1054 - logcount_predictions_loss: 0.3176 3037/3099 [============================>.] - ETA: 18s - loss: 572.4583 - logits_profile_predictions_loss: 562.1041 - logcount_predictions_loss: 0.3176 3038/3099 [============================>.] - ETA: 18s - loss: 572.4781 - logits_profile_predictions_loss: 562.1230 - logcount_predictions_loss: 0.3176 3039/3099 [============================>.] - ETA: 17s - loss: 572.4571 - logits_profile_predictions_loss: 562.1032 - logcount_predictions_loss: 0.3176 3040/3099 [============================>.] - ETA: 17s - loss: 572.4419 - logits_profile_predictions_loss: 562.0875 - logcount_predictions_loss: 0.3176 3041/3099 [============================>.] - ETA: 17s - loss: 572.4547 - logits_profile_predictions_loss: 562.0983 - logcount_predictions_loss: 0.3177 3042/3099 [============================>.] - ETA: 17s - loss: 572.4401 - logits_profile_predictions_loss: 562.0837 - logcount_predictions_loss: 0.3177 3043/3099 [============================>.] - ETA: 16s - loss: 572.4078 - logits_profile_predictions_loss: 562.0516 - logcount_predictions_loss: 0.3177 3044/3099 [============================>.] - ETA: 16s - loss: 572.4081 - logits_profile_predictions_loss: 562.0512 - logcount_predictions_loss: 0.3177 3045/3099 [============================>.] - ETA: 16s - loss: 572.4151 - logits_profile_predictions_loss: 562.0588 - logcount_predictions_loss: 0.3177 3046/3099 [============================>.] - ETA: 15s - loss: 572.4034 - logits_profile_predictions_loss: 562.0468 - logcount_predictions_loss: 0.3177 3047/3099 [============================>.] - ETA: 15s - loss: 572.4196 - logits_profile_predictions_loss: 562.0628 - logcount_predictions_loss: 0.3177 3048/3099 [============================>.] - ETA: 15s - loss: 572.4280 - logits_profile_predictions_loss: 562.0692 - logcount_predictions_loss: 0.3177 3049/3099 [============================>.] - ETA: 14s - loss: 572.4142 - logits_profile_predictions_loss: 562.0554 - logcount_predictions_loss: 0.3177 3050/3099 [============================>.] - ETA: 14s - loss: 572.4371 - logits_profile_predictions_loss: 562.0776 - logcount_predictions_loss: 0.3178 3051/3099 [============================>.] - ETA: 14s - loss: 572.4201 - logits_profile_predictions_loss: 562.0571 - logcount_predictions_loss: 0.3179 3052/3099 [============================>.] - ETA: 14s - loss: 572.4128 - logits_profile_predictions_loss: 562.0486 - logcount_predictions_loss: 0.3179 3053/3099 [============================>.] - ETA: 13s - loss: 572.4205 - logits_profile_predictions_loss: 562.0577 - logcount_predictions_loss: 0.3179 3054/3099 [============================>.] - ETA: 13s - loss: 572.4285 - logits_profile_predictions_loss: 562.0663 - logcount_predictions_loss: 0.3178 3055/3099 [============================>.] - ETA: 13s - loss: 572.4348 - logits_profile_predictions_loss: 562.0740 - logcount_predictions_loss: 0.3178 3056/3099 [============================>.] - ETA: 12s - loss: 572.4440 - logits_profile_predictions_loss: 562.0838 - logcount_predictions_loss: 0.3178 3057/3099 [============================>.] - ETA: 12s - loss: 572.4431 - logits_profile_predictions_loss: 562.0824 - logcount_predictions_loss: 0.3178 3058/3099 [============================>.] - ETA: 12s - loss: 572.4383 - logits_profile_predictions_loss: 562.0776 - logcount_predictions_loss: 0.3178 3059/3099 [============================>.] - ETA: 11s - loss: 572.4548 - logits_profile_predictions_loss: 562.0939 - logcount_predictions_loss: 0.3178 3060/3099 [============================>.] - ETA: 11s - loss: 572.4568 - logits_profile_predictions_loss: 562.0947 - logcount_predictions_loss: 0.3178 3061/3099 [============================>.] - ETA: 11s - loss: 572.4940 - logits_profile_predictions_loss: 562.1308 - logcount_predictions_loss: 0.3179 3062/3099 [============================>.] - ETA: 11s - loss: 572.4975 - logits_profile_predictions_loss: 562.1340 - logcount_predictions_loss: 0.3179 3063/3099 [============================>.] - ETA: 10s - loss: 572.4872 - logits_profile_predictions_loss: 562.1219 - logcount_predictions_loss: 0.3179 3064/3099 [============================>.] - ETA: 10s - loss: 572.4540 - logits_profile_predictions_loss: 562.0886 - logcount_predictions_loss: 0.3179 3065/3099 [============================>.] - ETA: 10s - loss: 572.4315 - logits_profile_predictions_loss: 562.0668 - logcount_predictions_loss: 0.3179 3066/3099 [============================>.] - ETA: 9s - loss: 572.4313 - logits_profile_predictions_loss: 562.0678 - logcount_predictions_loss: 0.3179  3067/3099 [============================>.] - ETA: 9s - loss: 572.4126 - logits_profile_predictions_loss: 562.0504 - logcount_predictions_loss: 0.3178 3068/3099 [============================>.] - ETA: 9s - loss: 572.4163 - logits_profile_predictions_loss: 562.0546 - logcount_predictions_loss: 0.3178 3069/3099 [============================>.] - ETA: 8s - loss: 572.4030 - logits_profile_predictions_loss: 562.0414 - logcount_predictions_loss: 0.3178 3070/3099 [============================>.] - ETA: 8s - loss: 572.3973 - logits_profile_predictions_loss: 562.0350 - logcount_predictions_loss: 0.3179 3071/3099 [============================>.] - ETA: 8s - loss: 572.3973 - logits_profile_predictions_loss: 562.0336 - logcount_predictions_loss: 0.3179 3072/3099 [============================>.] - ETA: 8s - loss: 572.3982 - logits_profile_predictions_loss: 562.0348 - logcount_predictions_loss: 0.3179 3073/3099 [============================>.] - ETA: 7s - loss: 572.4029 - logits_profile_predictions_loss: 562.0406 - logcount_predictions_loss: 0.3178 3074/3099 [============================>.] - ETA: 7s - loss: 572.3954 - logits_profile_predictions_loss: 562.0334 - logcount_predictions_loss: 0.3178 3075/3099 [============================>.] - ETA: 7s - loss: 572.4169 - logits_profile_predictions_loss: 562.0552 - logcount_predictions_loss: 0.3178 3076/3099 [============================>.] - ETA: 6s - loss: 572.4063 - logits_profile_predictions_loss: 562.0457 - logcount_predictions_loss: 0.3178 3077/3099 [============================>.] - ETA: 6s - loss: 572.4252 - logits_profile_predictions_loss: 562.0655 - logcount_predictions_loss: 0.3178 3078/3099 [============================>.] - ETA: 6s - loss: 572.4289 - logits_profile_predictions_loss: 562.0701 - logcount_predictions_loss: 0.3177 3079/3099 [============================>.] - ETA: 5s - loss: 572.4200 - logits_profile_predictions_loss: 562.0612 - logcount_predictions_loss: 0.3177 3080/3099 [============================>.] - ETA: 5s - loss: 572.3973 - logits_profile_predictions_loss: 562.0397 - logcount_predictions_loss: 0.3177 3081/3099 [============================>.] - ETA: 5s - loss: 572.3958 - logits_profile_predictions_loss: 562.0369 - logcount_predictions_loss: 0.3177 3082/3099 [============================>.] - ETA: 5s - loss: 572.3771 - logits_profile_predictions_loss: 562.0189 - logcount_predictions_loss: 0.3177 3083/3099 [============================>.] - ETA: 4s - loss: 572.3780 - logits_profile_predictions_loss: 562.0196 - logcount_predictions_loss: 0.3177 3084/3099 [============================>.] - ETA: 4s - loss: 572.3718 - logits_profile_predictions_loss: 562.0142 - logcount_predictions_loss: 0.3177 3085/3099 [============================>.] - ETA: 4s - loss: 572.3651 - logits_profile_predictions_loss: 562.0073 - logcount_predictions_loss: 0.3177 3086/3099 [============================>.] - ETA: 3s - loss: 572.3495 - logits_profile_predictions_loss: 561.9924 - logcount_predictions_loss: 0.3177 3087/3099 [============================>.] - ETA: 3s - loss: 572.3532 - logits_profile_predictions_loss: 561.9974 - logcount_predictions_loss: 0.3177 3088/3099 [============================>.] - ETA: 3s - loss: 572.3580 - logits_profile_predictions_loss: 562.0037 - logcount_predictions_loss: 0.3176 3089/3099 [============================>.] - ETA: 2s - loss: 572.3559 - logits_profile_predictions_loss: 562.0023 - logcount_predictions_loss: 0.3176 3090/3099 [============================>.] - ETA: 2s - loss: 572.3473 - logits_profile_predictions_loss: 561.9928 - logcount_predictions_loss: 0.3176 3091/3099 [============================>.] - ETA: 2s - loss: 572.3498 - logits_profile_predictions_loss: 561.9961 - logcount_predictions_loss: 0.3176 3092/3099 [============================>.] - ETA: 2s - loss: 572.3511 - logits_profile_predictions_loss: 561.9984 - logcount_predictions_loss: 0.3176 3093/3099 [============================>.] - ETA: 1s - loss: 572.3517 - logits_profile_predictions_loss: 561.9982 - logcount_predictions_loss: 0.3176 3094/3099 [============================>.] - ETA: 1s - loss: 572.3456 - logits_profile_predictions_loss: 561.9926 - logcount_predictions_loss: 0.3176 3095/3099 [============================>.] - ETA: 1s - loss: 572.3224 - logits_profile_predictions_loss: 561.9693 - logcount_predictions_loss: 0.3176 3096/3099 [============================>.] - ETA: 0s - loss: 572.3495 - logits_profile_predictions_loss: 561.9954 - logcount_predictions_loss: 0.3176 3097/3099 [============================>.] - ETA: 0s - loss: 572.3481 - logits_profile_predictions_loss: 561.9944 - logcount_predictions_loss: 0.3176 3098/3099 [============================>.] - ETA: 0s - loss: 572.3478 - logits_profile_predictions_loss: 561.9947 - logcount_predictions_loss: 0.3176 3099/3099 [==============================] - ETA: 0s - loss: 572.3540 - logits_profile_predictions_loss: 562.0004 - logcount_predictions_loss: 0.3176 Epoch 20: val_loss did not improve from 611.50623  3099/3099 [==============================] - 966s 312ms/step - loss: 572.3540 - logits_profile_predictions_loss: 562.0004 - logcount_predictions_loss: 0.3176 - val_loss: 611.6385 - val_logits_profile_predictions_loss: 597.4338 - val_logcount_predictions_loss: 0.4357 Epoch 21/50 1/3099 [..............................] - ETA: 15:55 - loss: 547.7439 - logits_profile_predictions_loss: 536.6210 - logcount_predictions_loss: 0.3412 2/3099 [..............................] - ETA: 15:13 - loss: 609.7931 - logits_profile_predictions_loss: 597.1079 - logcount_predictions_loss: 0.3891 3/3099 [..............................] - ETA: 15:13 - loss: 617.1060 - logits_profile_predictions_loss: 602.4494 - logcount_predictions_loss: 0.4496 4/3099 [..............................] - ETA: 15:12 - loss: 603.6284 - logits_profile_predictions_loss: 589.9928 - logcount_predictions_loss: 0.4183 5/3099 [..............................] - ETA: 15:12 - loss: 593.9304 - logits_profile_predictions_loss: 581.0579 - logcount_predictions_loss: 0.3949 6/3099 [..............................] - ETA: 15:13 - loss: 579.3112 - logits_profile_predictions_loss: 567.1127 - logcount_predictions_loss: 0.3742 7/3099 [..............................] - ETA: 15:12 - loss: 578.0186 - logits_profile_predictions_loss: 564.9764 - logcount_predictions_loss: 0.4001 8/3099 [..............................] - ETA: 15:12 - loss: 579.9172 - logits_profile_predictions_loss: 567.4379 - logcount_predictions_loss: 0.3828 9/3099 [..............................] - ETA: 15:12 - loss: 580.4699 - logits_profile_predictions_loss: 568.2625 - logcount_predictions_loss: 0.3745 10/3099 [..............................] - ETA: 15:12 - loss: 571.9291 - logits_profile_predictions_loss: 560.3665 - logcount_predictions_loss: 0.3547 11/3099 [..............................] - ETA: 15:11 - loss: 569.9145 - logits_profile_predictions_loss: 558.7764 - logcount_predictions_loss: 0.3417 12/3099 [..............................] - ETA: 15:11 - loss: 569.5646 - logits_profile_predictions_loss: 558.4701 - logcount_predictions_loss: 0.3403 13/3099 [..............................] - ETA: 15:11 - loss: 563.5587 - logits_profile_predictions_loss: 552.8843 - logcount_predictions_loss: 0.3274 14/3099 [..............................] - ETA: 15:10 - loss: 566.3636 - logits_profile_predictions_loss: 555.8885 - logcount_predictions_loss: 0.3213 15/3099 [..............................] - ETA: 15:10 - loss: 564.6122 - logits_profile_predictions_loss: 553.6856 - logcount_predictions_loss: 0.3352 16/3099 [..............................] - ETA: 15:10 - loss: 564.6508 - logits_profile_predictions_loss: 553.7902 - logcount_predictions_loss: 0.3331 17/3099 [..............................] - ETA: 15:10 - loss: 564.9438 - logits_profile_predictions_loss: 554.0994 - logcount_predictions_loss: 0.3327 18/3099 [..............................] - ETA: 15:28 - loss: 564.1693 - logits_profile_predictions_loss: 553.2863 - logcount_predictions_loss: 0.3338 19/3099 [..............................] - ETA: 15:27 - loss: 561.9608 - logits_profile_predictions_loss: 551.2338 - logcount_predictions_loss: 0.3290 20/3099 [..............................] - ETA: 15:26 - loss: 562.1548 - logits_profile_predictions_loss: 551.4667 - logcount_predictions_loss: 0.3279 21/3099 [..............................] - ETA: 15:24 - loss: 562.4076 - logits_profile_predictions_loss: 551.7418 - logcount_predictions_loss: 0.3272 22/3099 [..............................] - ETA: 15:23 - loss: 561.1813 - logits_profile_predictions_loss: 550.7289 - logcount_predictions_loss: 0.3206 23/3099 [..............................] - ETA: 15:22 - loss: 560.8909 - logits_profile_predictions_loss: 550.4136 - logcount_predictions_loss: 0.3214 24/3099 [..............................] - ETA: 15:22 - loss: 564.2780 - logits_profile_predictions_loss: 553.3684 - logcount_predictions_loss: 0.3347 25/3099 [..............................] - ETA: 15:21 - loss: 566.3704 - logits_profile_predictions_loss: 555.4747 - logcount_predictions_loss: 0.3342 26/3099 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[============================>.] - ETA: 13s - loss: 570.7980 - logits_profile_predictions_loss: 560.6628 - logcount_predictions_loss: 0.3109 3056/3099 [============================>.] - ETA: 12s - loss: 570.8184 - logits_profile_predictions_loss: 560.6832 - logcount_predictions_loss: 0.3109 3057/3099 [============================>.] - ETA: 12s - loss: 570.8167 - logits_profile_predictions_loss: 560.6809 - logcount_predictions_loss: 0.3109 3058/3099 [============================>.] - ETA: 12s - loss: 570.8134 - logits_profile_predictions_loss: 560.6785 - logcount_predictions_loss: 0.3109 3059/3099 [============================>.] - ETA: 11s - loss: 570.7795 - logits_profile_predictions_loss: 560.6450 - logcount_predictions_loss: 0.3109 3060/3099 [============================>.] - ETA: 11s - loss: 570.7683 - logits_profile_predictions_loss: 560.6344 - logcount_predictions_loss: 0.3108 3061/3099 [============================>.] - ETA: 11s - loss: 570.7567 - logits_profile_predictions_loss: 560.6233 - logcount_predictions_loss: 0.3108 3062/3099 [============================>.] - ETA: 10s - loss: 570.7794 - logits_profile_predictions_loss: 560.6459 - logcount_predictions_loss: 0.3108 3063/3099 [============================>.] - ETA: 10s - loss: 570.7650 - logits_profile_predictions_loss: 560.6310 - logcount_predictions_loss: 0.3108 3064/3099 [============================>.] - ETA: 10s - loss: 570.7478 - logits_profile_predictions_loss: 560.6147 - logcount_predictions_loss: 0.3108 3065/3099 [============================>.] - ETA: 10s - loss: 570.7297 - logits_profile_predictions_loss: 560.5969 - logcount_predictions_loss: 0.3108 3066/3099 [============================>.] - ETA: 9s - loss: 570.7320 - logits_profile_predictions_loss: 560.5989 - logcount_predictions_loss: 0.3108  3067/3099 [============================>.] - ETA: 9s - loss: 570.7621 - logits_profile_predictions_loss: 560.6293 - logcount_predictions_loss: 0.3108 3068/3099 [============================>.] - ETA: 9s - loss: 570.7551 - logits_profile_predictions_loss: 560.6237 - logcount_predictions_loss: 0.3108 3069/3099 [============================>.] - ETA: 8s - loss: 570.7567 - logits_profile_predictions_loss: 560.6252 - logcount_predictions_loss: 0.3108 3070/3099 [============================>.] - ETA: 8s - loss: 570.7465 - logits_profile_predictions_loss: 560.6159 - logcount_predictions_loss: 0.3107 3071/3099 [============================>.] - ETA: 8s - loss: 570.7690 - logits_profile_predictions_loss: 560.6385 - logcount_predictions_loss: 0.3107 3072/3099 [============================>.] - ETA: 8s - loss: 570.7852 - logits_profile_predictions_loss: 560.6549 - logcount_predictions_loss: 0.3107 3073/3099 [============================>.] - ETA: 7s - loss: 570.7717 - logits_profile_predictions_loss: 560.6421 - logcount_predictions_loss: 0.3107 3074/3099 [============================>.] - ETA: 7s - loss: 570.7917 - logits_profile_predictions_loss: 560.6622 - logcount_predictions_loss: 0.3107 3075/3099 [============================>.] - ETA: 7s - loss: 570.7817 - logits_profile_predictions_loss: 560.6528 - logcount_predictions_loss: 0.3107 3076/3099 [============================>.] - ETA: 6s - loss: 570.7878 - logits_profile_predictions_loss: 560.6596 - logcount_predictions_loss: 0.3107 3077/3099 [============================>.] - ETA: 6s - loss: 570.7939 - logits_profile_predictions_loss: 560.6667 - logcount_predictions_loss: 0.3106 3078/3099 [============================>.] - ETA: 6s - loss: 570.7975 - logits_profile_predictions_loss: 560.6694 - logcount_predictions_loss: 0.3107 3079/3099 [============================>.] - ETA: 5s - loss: 570.8356 - logits_profile_predictions_loss: 560.7073 - logcount_predictions_loss: 0.3107 3080/3099 [============================>.] - ETA: 5s - loss: 570.8254 - logits_profile_predictions_loss: 560.6985 - logcount_predictions_loss: 0.3106 3081/3099 [============================>.] - ETA: 5s - loss: 570.8275 - logits_profile_predictions_loss: 560.7007 - logcount_predictions_loss: 0.3106 3082/3099 [============================>.] - ETA: 5s - loss: 570.8387 - logits_profile_predictions_loss: 560.7120 - logcount_predictions_loss: 0.3106 3083/3099 [============================>.] - ETA: 4s - loss: 570.8521 - logits_profile_predictions_loss: 560.7260 - logcount_predictions_loss: 0.3106 3084/3099 [============================>.] - ETA: 4s - loss: 570.8709 - logits_profile_predictions_loss: 560.7459 - logcount_predictions_loss: 0.3106 3085/3099 [============================>.] - ETA: 4s - loss: 570.8639 - logits_profile_predictions_loss: 560.7397 - logcount_predictions_loss: 0.3105 3086/3099 [============================>.] - ETA: 3s - loss: 570.8777 - logits_profile_predictions_loss: 560.7535 - logcount_predictions_loss: 0.3105 3087/3099 [============================>.] - ETA: 3s - loss: 570.8809 - logits_profile_predictions_loss: 560.7568 - logcount_predictions_loss: 0.3105 3088/3099 [============================>.] - ETA: 3s - loss: 570.8695 - logits_profile_predictions_loss: 560.7460 - logcount_predictions_loss: 0.3105 3089/3099 [============================>.] - ETA: 2s - loss: 570.8683 - logits_profile_predictions_loss: 560.7446 - logcount_predictions_loss: 0.3105 3090/3099 [============================>.] - ETA: 2s - loss: 570.8557 - logits_profile_predictions_loss: 560.7313 - logcount_predictions_loss: 0.3105 3091/3099 [============================>.] - ETA: 2s - loss: 570.8645 - logits_profile_predictions_loss: 560.7401 - logcount_predictions_loss: 0.3105 3092/3099 [============================>.] - ETA: 2s - loss: 570.8621 - logits_profile_predictions_loss: 560.7377 - logcount_predictions_loss: 0.3106 3093/3099 [============================>.] - ETA: 1s - loss: 570.8969 - logits_profile_predictions_loss: 560.7722 - logcount_predictions_loss: 0.3106 3094/3099 [============================>.] - ETA: 1s - loss: 570.8824 - logits_profile_predictions_loss: 560.7565 - logcount_predictions_loss: 0.3106 3095/3099 [============================>.] - ETA: 1s - loss: 570.8719 - logits_profile_predictions_loss: 560.7468 - logcount_predictions_loss: 0.3106 3096/3099 [============================>.] - ETA: 0s - loss: 570.8773 - logits_profile_predictions_loss: 560.7535 - logcount_predictions_loss: 0.3105 3097/3099 [============================>.] - ETA: 0s - loss: 570.8823 - logits_profile_predictions_loss: 560.7571 - logcount_predictions_loss: 0.3106 3098/3099 [============================>.] - ETA: 0s - loss: 570.8739 - logits_profile_predictions_loss: 560.7486 - logcount_predictions_loss: 0.3106 3099/3099 [==============================] - ETA: 0s - loss: 570.9028 - logits_profile_predictions_loss: 560.7775 - logcount_predictions_loss: 0.3106 Epoch 21: val_loss did not improve from 611.50623 Restoring model weights from the end of the best epoch: 16.  3099/3099 [==============================] - 956s 308ms/step - loss: 570.9028 - logits_profile_predictions_loss: 560.7775 - logcount_predictions_loss: 0.3106 - val_loss: 612.8849 - val_logits_profile_predictions_loss: 598.9897 - val_logcount_predictions_loss: 0.4262 Epoch 21: early stopping save model save model without bias got the model loading peaks... got split:test for bed regions:(43832, 10) 0/685 100/685 200/685 300/685 400/685 500/685 600/685 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 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 (Cropping1 (None, 2090, 512) 0 ['wo_bias_bpnet_1st_conv[0][0]'] D) 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 (Cropping1 (None, 2082, 512) 0 ['add[0][0]'] D) 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 (Cropping1 (None, 2066, 512) 0 ['add_1[0][0]'] D) 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 (Cropping1 (None, 2034, 512) 0 ['add_2[0][0]'] D) 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 (Cropping1 (None, 1970, 512) 0 ['add_3[0][0]'] D) 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 (Cropping1 (None, 1842, 512) 0 ['add_4[0][0]'] D) 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 (Cropping1 (None, 1586, 512) 0 ['add_5[0][0]'] D) 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 (Cropping1 (None, 1074, 512) 0 ['add_6[0][0]'] D) 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]'] (Conv1D) wo_bias_bpnet_logitt_before_fl (None, 1000, 1) 0 ['wo_bias_bpnet_prof_out_precrop[ atten (Cropping1D) 0][0]'] gap (GlobalAveragePooling1D) (None, 512) 0 ['add_7[0][0]'] wo_bias_bpnet_logits_profile_p (None, 1000) 0 ['wo_bias_bpnet_logitt_before_fla redictions (Flatten) tten[0][0]'] wo_bias_bpnet_logcount_predict (None, 1) 513 ['gap[0][0]'] ions (Dense) ================================================================================================== Total params: 6,377,986 Trainable params: 6,377,986 Non-trainable params: 0 __________________________________________________________________________________________________ inferred model inputlen: 2114 inferred model outputlen: 1000 inserting motif: control 1/685 [..............................] - ETA: 2:45 2/685 [..............................] - ETA: 1:13 3/685 [..............................] - ETA: 1:13 4/685 [..............................] - ETA: 1:13 5/685 [..............................] - ETA: 1:13 6/685 [..............................] - ETA: 1:13 7/685 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[==============================] - ETA: 0s 685/685 [==============================] - 74s 108ms/step inserting motif: tn5_2 GTGCACAGTTCTAGAGTGTGCAG 1/685 [..............................] - ETA: 14s 2/685 [..............................] - ETA: 1:13 3/685 [..............................] - ETA: 1:13 4/685 [..............................] - ETA: 1:13 5/685 [..............................] - ETA: 1:13 6/685 [..............................] - ETA: 1:13 7/685 [..............................] - ETA: 1:12 8/685 [..............................] - ETA: 1:12 9/685 [..............................] - ETA: 1:12 10/685 [..............................] - ETA: 1:12 11/685 [..............................] - ETA: 1:12 12/685 [..............................] - ETA: 1:12 13/685 [..............................] - ETA: 1:12 14/685 [..............................] - ETA: 1:12 15/685 [..............................] - ETA: 1:12 16/685 [..............................] - ETA: 1:11 17/685 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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 (Cropping1 (None, 2090, 512) 0 ['wo_bias_bpnet_1st_conv[0][0]'] D) 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 (Cropping1 (None, 2082, 512) 0 ['add[0][0]'] D) 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 (Cropping1 (None, 2066, 512) 0 ['add_1[0][0]'] D) 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 (Cropping1 (None, 2034, 512) 0 ['add_2[0][0]'] D) 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 (Cropping1 (None, 1970, 512) 0 ['add_3[0][0]'] D) 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 (Cropping1 (None, 1842, 512) 0 ['add_4[0][0]'] D) 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 (Cropping1 (None, 1586, 512) 0 ['add_5[0][0]'] D) 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 (Cropping1 (None, 1074, 512) 0 ['add_6[0][0]'] D) 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]'] (Conv1D) wo_bias_bpnet_logitt_before_fl (None, 1000, 1) 0 ['wo_bias_bpnet_prof_out_precrop[ atten (Cropping1D) 0][0]'] gap (GlobalAveragePooling1D) (None, 512) 0 ['add_7[0][0]'] wo_bias_bpnet_logits_profile_p (None, 1000) 0 ['wo_bias_bpnet_logitt_before_fla redictions (Flatten) tten[0][0]'] wo_bias_bpnet_logcount_predict (None, 1) 513 ['gap[0][0]'] ions (Dense) ================================================================================================== Total params: 6,377,986 Trainable params: 6,377,986 Non-trainable params: 0 __________________________________________________________________________________________________ inferred model inputlen: 2114 Seqs dimension : (30000, 2114, 4) Warning: AddV2 used in model but handling of op is not specified by shap; will use original gradients Warning: AddV2 used in model but handling of op is not specified by shap; will use original gradients Warning: AddV2 used in model but handling of op is not specified by shap; will use original gradients Warning: AddV2 used in model but handling of op is not specified by shap; will use original gradients Warning: AddV2 used in model but handling of op is not specified by shap; will use original gradients Warning: AddV2 used in model but handling of op is not specified by shap; will use original gradients Warning: AddV2 used in model but handling of op is not specified by shap; will use original gradients Warning: AddV2 used in model but handling of op is not specified by shap; will use original gradients Warning: StopGradient used in model but handling of op is not specified by shap; will use original gradients Warning: SpaceToBatchND used in model but handling of op is not specified by shap; will use original gradients Warning: BatchToSpaceND used in model but handling of op is not specified by shap; will use original gradients Warning: SpaceToBatchND used in model but handling of op is not specified by shap; will use original gradients Warning: BatchToSpaceND used in model but handling of op is not specified by shap; will use original gradients Warning: SpaceToBatchND used in model but handling of op is not specified by shap; will use original gradients Warning: BatchToSpaceND used in model but handling of op is not specified by shap; will use original gradients Warning: SpaceToBatchND used in model but handling of op is not specified by shap; will use original gradients Warning: BatchToSpaceND used in model but handling of op is not specified by shap; will use original gradients Warning: SpaceToBatchND used in model but handling of op is not specified by shap; will use original gradients Warning: BatchToSpaceND used in model but handling of op is not specified by shap; will use original gradients Warning: SpaceToBatchND used in model but handling of op is not specified by shap; will use original gradients Warning: BatchToSpaceND used in model but handling of op is not specified by shap; will use original gradients Warning: SpaceToBatchND used in model but handling of op is not specified by shap; will use original gradients Warning: BatchToSpaceND used in model but handling of op is not specified by shap; will use original gradients Warning: SpaceToBatchND used in model but handling of op is not specified by shap; will use original gradients Warning: BatchToSpaceND used in model but handling of op is not specified by shap; will use original gradients Generating 'profile' shap scores Done 0 examples of 30000 Done 100 examples of 30000 Done 200 examples of 30000 Done 300 examples of 30000 Done 400 examples of 30000 Done 500 examples of 30000 Done 600 examples of 30000 Done 700 examples of 30000 Done 800 examples of 30000 Done 900 examples of 30000 Done 1000 examples of 30000 Done 1100 examples of 30000 Done 1200 examples of 30000 Done 1300 examples of 30000 Done 1400 examples of 30000 Done 1500 examples of 30000 Done 1600 examples of 30000 Done 1700 examples of 30000 Done 1800 examples of 30000 Done 1900 examples of 30000 Done 2000 examples of 30000 Done 2100 examples of 30000 Done 2200 examples of 30000 Done 2300 examples of 30000 Done 2400 examples of 30000 Done 2500 examples of 30000 Done 2600 examples of 30000 Done 2700 examples of 30000 Done 2800 examples of 30000 Done 2900 examples of 30000 Done 3000 examples of 30000 Done 3100 examples of 30000 Done 3200 examples of 30000 Done 3300 examples of 30000 Done 3400 examples of 30000 Done 3500 examples of 30000 Done 3600 examples of 30000 Done 3700 examples of 30000 Done 3800 examples of 30000 Done 3900 examples of 30000 Done 4000 examples of 30000 Done 4100 examples of 30000 Done 4200 examples of 30000 Done 4300 examples of 30000 Done 4400 examples of 30000 Done 4500 examples of 30000 Done 4600 examples of 30000 Done 4700 examples of 30000 Done 4800 examples of 30000 Done 4900 examples of 30000 Done 5000 examples of 30000 Done 5100 examples of 30000 Done 5200 examples of 30000 Done 5300 examples of 30000 Done 5400 examples of 30000 Done 5500 examples of 30000 Done 5600 examples of 30000 Done 5700 examples of 30000 Done 5800 examples of 30000 Done 5900 examples of 30000 Done 6000 examples of 30000 Done 6100 examples of 30000 Done 6200 examples of 30000 Done 6300 examples of 30000 Done 6400 examples of 30000 Done 6500 examples of 30000 Done 6600 examples of 30000 Done 6700 examples of 30000 Done 6800 examples of 30000 Done 6900 examples of 30000 Done 7000 examples of 30000 Done 7100 examples of 30000 Done 7200 examples of 30000 Done 7300 examples of 30000 Done 7400 examples of 30000 Done 7500 examples of 30000 Done 7600 examples of 30000 Done 7700 examples of 30000 Done 7800 examples of 30000 Done 7900 examples of 30000 Done 8000 examples of 30000 Done 8100 examples of 30000 Done 8200 examples of 30000 Done 8300 examples of 30000 Done 8400 examples of 30000 Done 8500 examples of 30000 Done 8600 examples of 30000 Done 8700 examples of 30000 Done 8800 examples of 30000 Done 8900 examples of 30000 Done 9000 examples of 30000 Done 9100 examples of 30000 Done 9200 examples of 30000 Done 9300 examples of 30000 Done 9400 examples of 30000 Done 9500 examples of 30000 Done 9600 examples of 30000 Done 9700 examples of 30000 Done 9800 examples of 30000 Done 9900 examples of 30000 Done 10000 examples of 30000 Done 10100 examples of 30000 Done 10200 examples of 30000 Done 10300 examples of 30000 Done 10400 examples of 30000 Done 10500 examples of 30000 Done 10600 examples of 30000 Done 10700 examples of 30000 Done 10800 examples of 30000 Done 10900 examples of 30000 Done 11000 examples of 30000 Done 11100 examples of 30000 Done 11200 examples of 30000 Done 11300 examples of 30000 Done 11400 examples of 30000 Done 11500 examples of 30000 Done 11600 examples of 30000 Done 11700 examples of 30000 Done 11800 examples of 30000 Done 11900 examples of 30000 Done 12000 examples of 30000 Done 12100 examples of 30000 Done 12200 examples of 30000 Done 12300 examples of 30000 Done 12400 examples of 30000 Done 12500 examples of 30000 Done 12600 examples of 30000 Done 12700 examples of 30000 Done 12800 examples of 30000 Done 12900 examples of 30000 Done 13000 examples of 30000 Done 13100 examples of 30000 Done 13200 examples of 30000 Done 13300 examples of 30000 Done 13400 examples of 30000 Done 13500 examples of 30000 Done 13600 examples of 30000 Done 13700 examples of 30000 Done 13800 examples of 30000 Done 13900 examples of 30000 Done 14000 examples of 30000 Done 14100 examples of 30000 Done 14200 examples of 30000 Done 14300 examples of 30000 Done 14400 examples of 30000 Done 14500 examples of 30000 Done 14600 examples of 30000 Done 14700 examples of 30000 Done 14800 examples of 30000 Done 14900 examples of 30000 Done 15000 examples of 30000 Done 15100 examples of 30000 Done 15200 examples of 30000 Done 15300 examples of 30000 Done 15400 examples of 30000 Done 15500 examples of 30000 Done 15600 examples of 30000 Done 15700 examples of 30000 Done 15800 examples of 30000 Done 15900 examples of 30000 Done 16000 examples of 30000 Done 16100 examples of 30000 Done 16200 examples of 30000 Done 16300 examples of 30000 Done 16400 examples of 30000 Done 16500 examples of 30000 Done 16600 examples of 30000 Done 16700 examples of 30000 Done 16800 examples of 30000 Done 16900 examples of 30000 Done 17000 examples of 30000 Done 17100 examples of 30000 Done 17200 examples of 30000 Done 17300 examples of 30000 Done 17400 examples of 30000 Done 17500 examples of 30000 Done 17600 examples of 30000 Done 17700 examples of 30000 Done 17800 examples of 30000 Done 17900 examples of 30000 Done 18000 examples of 30000 Done 18100 examples of 30000 Done 18200 examples of 30000 Done 18300 examples of 30000 Done 18400 examples of 30000 Done 18500 examples of 30000 Done 18600 examples of 30000 Done 18700 examples of 30000 Done 18800 examples of 30000 Done 18900 examples of 30000 Done 19000 examples of 30000 Done 19100 examples of 30000 Done 19200 examples of 30000 Done 19300 examples of 30000 Done 19400 examples of 30000 Done 19500 examples of 30000 Done 19600 examples of 30000 Done 19700 examples of 30000 Done 19800 examples of 30000 Done 19900 examples of 30000 Done 20000 examples of 30000 Done 20100 examples of 30000 Done 20200 examples of 30000 Done 20300 examples of 30000 Done 20400 examples of 30000 Done 20500 examples of 30000 Done 20600 examples of 30000 Done 20700 examples of 30000 Done 20800 examples of 30000 Done 20900 examples of 30000 Done 21000 examples of 30000 Done 21100 examples of 30000 Done 21200 examples of 30000 Done 21300 examples of 30000 Done 21400 examples of 30000 Done 21500 examples of 30000 Done 21600 examples of 30000 Done 21700 examples of 30000 Done 21800 examples of 30000 Done 21900 examples of 30000 Done 22000 examples of 30000 Done 22100 examples of 30000 Done 22200 examples of 30000 Done 22300 examples of 30000 Done 22400 examples of 30000 Done 22500 examples of 30000 Done 22600 examples of 30000 Done 22700 examples of 30000 Done 22800 examples of 30000 Done 22900 examples of 30000 Done 23000 examples of 30000 Done 23100 examples of 30000 Done 23200 examples of 30000 Done 23300 examples of 30000 Done 23400 examples of 30000 Done 23500 examples of 30000 Done 23600 examples of 30000 Done 23700 examples of 30000 Done 23800 examples of 30000 Done 23900 examples of 30000 Done 24000 examples of 30000 Done 24100 examples of 30000 Done 24200 examples of 30000 Done 24300 examples of 30000 Done 24400 examples of 30000 Done 24500 examples of 30000 Done 24600 examples of 30000 Done 24700 examples of 30000 Done 24800 examples of 30000 Done 24900 examples of 30000 Done 25000 examples of 30000 Done 25100 examples of 30000 Done 25200 examples of 30000 Done 25300 examples of 30000 Done 25400 examples of 30000 Done 25500 examples of 30000 Done 25600 examples of 30000 Done 25700 examples of 30000 Done 25800 examples of 30000 Done 25900 examples of 30000 Done 26000 examples of 30000 Done 26100 examples of 30000 Done 26200 examples of 30000 Done 26300 examples of 30000 Done 26400 examples of 30000 Done 26500 examples of 30000 Done 26600 examples of 30000 Done 26700 examples of 30000 Done 26800 examples of 30000 Done 26900 examples of 30000 Done 27000 examples of 30000 Done 27100 examples of 30000 Done 27200 examples of 30000 Done 27300 examples of 30000 Done 27400 examples of 30000 Done 27500 examples of 30000 Done 27600 examples of 30000 Done 27700 examples of 30000 Done 27800 examples of 30000 Done 27900 examples of 30000 Done 28000 examples of 30000 Done 28100 examples of 30000 Done 28200 examples of 30000 Done 28300 examples of 30000 Done 28400 examples of 30000 Done 28500 examples of 30000 Done 28600 examples of 30000 Done 28700 examples of 30000 Done 28800 examples of 30000 Done 28900 examples of 30000 Done 29000 examples of 30000 Done 29100 examples of 30000 Done 29200 examples of 30000 Done 29300 examples of 30000 Done 29400 examples of 30000 Done 29500 examples of 30000 Done 29600 examples of 30000 Done 29700 examples of 30000 Done 29800 examples of 30000 Done 29900 examples of 30000 Saving 'profile' scores