SLURM Job ID: 16700835 SLURM Node List: g061 SLURM Number of Nodes: 1 SLURM Number of Tasks: 1 SLURM Tasks per Node: 1 SLURM Local ID: 0 SLURM Procedure ID: 0 SLURM Node ID: 0 MASTER_ADDR: g061 MASTER_PORT: 10835 RANK: 0 WORLD_SIZE: 1 CUDA_VISIBLE_DEVICES: 0 logs/000_c2e7a920-6eca-4f21-8a3c-6022d81a4f29.txt step:0/57344 val_loss:10.825846 train_time:49497ms step_avg:49496.54ms step:64/57344 val_loss:7.268824 train_time:112068ms step_avg:1751.06ms step:128/57344 val_loss:7.868536 train_time:139973ms step_avg:1093.54ms step:192/57344 val_loss:7.894432 train_time:167886ms step_avg:874.40ms step:256/57344 val_loss:7.892108 train_time:195848ms step_avg:765.03ms step:320/57344 val_loss:7.884940 train_time:223782ms step_avg:699.32ms step:384/57344 val_loss:7.894324 train_time:251648ms step_avg:655.33ms step:448/57344 val_loss:7.885835 train_time:279487ms step_avg:623.85ms step:512/57344 val_loss:7.861404 train_time:307303ms step_avg:600.20ms step:576/57344 val_loss:7.886768 train_time:335115ms step_avg:581.80ms step:640/57344 val_loss:7.896187 train_time:362939ms step_avg:567.09ms step:704/57344 val_loss:7.831467 train_time:390740ms step_avg:555.03ms step:768/57344 val_loss:7.814738 train_time:418728ms step_avg:545.22ms step:832/57344 val_loss:7.819521 train_time:446848ms step_avg:537.08ms step:896/57344 val_loss:7.808165 train_time:475003ms step_avg:530.14ms step:960/57344 val_loss:8.015900 train_time:508745ms step_avg:529.94ms step:1024/57344 val_loss:7.776239 train_time:536896ms step_avg:524.31ms step:1088/57344 val_loss:7.767220 train_time:565031ms step_avg:519.33ms step:1152/57344 val_loss:7.740644 train_time:593535ms step_avg:515.22ms step:1216/57344 val_loss:7.748327 train_time:621713ms step_avg:511.28ms step:1280/57344 val_loss:7.739236 train_time:649898ms step_avg:507.73ms step:1344/57344 val_loss:7.731204 train_time:678089ms step_avg:504.53ms step:1408/57344 val_loss:7.720304 train_time:706296ms step_avg:501.63ms step:1472/57344 val_loss:7.720869 train_time:734485ms step_avg:498.97ms step:1536/57344 val_loss:7.711709 train_time:762880ms step_avg:496.67ms step:1600/57344 val_loss:7.718039 train_time:791386ms step_avg:494.62ms step:1664/57344 val_loss:7.701055 train_time:822510ms step_avg:494.30ms step:1728/57344 val_loss:7.690996 train_time:851055ms step_avg:492.51ms step:1792/57344 val_loss:7.680806 train_time:879628ms step_avg:490.86ms step:1856/57344 val_loss:7.694116 train_time:908227ms step_avg:489.35ms step:1920/57344 val_loss:7.679022 train_time:936851ms step_avg:487.94ms step:1984/57344 val_loss:7.671133 train_time:966348ms step_avg:487.07ms step:2048/57344 val_loss:7.682602 train_time:994951ms step_avg:485.82ms step:2112/57344 val_loss:7.683117 train_time:1023534ms step_avg:484.63ms step:2176/57344 val_loss:7.671322 train_time:1052098ms step_avg:483.50ms step:2240/57344 val_loss:7.671769 train_time:1080662ms step_avg:482.44ms step:2304/57344 val_loss:7.721270 train_time:1109210ms step_avg:481.43ms step:2368/57344 val_loss:7.682425 train_time:1138975ms step_avg:480.99ms step:2432/57344 val_loss:7.659926 train_time:1168401ms step_avg:480.43ms step:2496/57344 val_loss:7.657366 train_time:1197782ms step_avg:479.88ms step:2560/57344 val_loss:7.671144 train_time:1227424ms step_avg:479.46ms step:2624/57344 val_loss:7.665736 train_time:1257202ms step_avg:479.12ms step:2688/57344 val_loss:7.658612 train_time:1287061ms step_avg:478.82ms step:2752/57344 val_loss:7.654680 train_time:1317100ms step_avg:478.60ms step:2816/57344 val_loss:7.668962 train_time:1365570ms step_avg:484.93ms step:2880/57344 val_loss:7.658406 train_time:1395282ms step_avg:484.47ms step:2944/57344 val_loss:7.661676 train_time:1425036ms step_avg:484.05ms step:3008/57344 val_loss:7.658646 train_time:1454808ms step_avg:483.65ms step:3072/57344 val_loss:7.662162 train_time:1484577ms step_avg:483.26ms step:3136/57344 val_loss:7.658408 train_time:1514355ms step_avg:482.89ms step:3200/57344 val_loss:7.672349 train_time:1544242ms step_avg:482.58ms step:3264/57344 val_loss:7.672679 train_time:1748797ms step_avg:535.78ms step:3328/57344 val_loss:7.652864 train_time:1778462ms step_avg:534.39ms step:3392/57344 val_loss:7.665180 train_time:1808364ms step_avg:533.13ms step:3456/57344 val_loss:7.667527 train_time:1838477ms step_avg:531.97ms step:3520/57344 val_loss:7.654069 train_time:1868547ms step_avg:530.84ms step:3584/57344 val_loss:7.655974 train_time:1899400ms step_avg:529.97ms step:3648/57344 val_loss:7.667745 train_time:1929456ms step_avg:528.91ms step:3712/57344 val_loss:7.656830 train_time:1959355ms step_avg:527.84ms step:3776/57344 val_loss:7.658441 train_time:1989406ms step_avg:526.86ms step:3840/57344 val_loss:7.663338 train_time:2019221ms step_avg:525.84ms step:3904/57344 val_loss:7.677653 train_time:2049323ms step_avg:524.93ms step:3968/57344 val_loss:7.659332 train_time:2079474ms step_avg:524.06ms step:4032/57344 val_loss:7.704954 train_time:2109571ms step_avg:523.21ms step:4096/57344 val_loss:7.691890 train_time:2139562ms step_avg:522.35ms step:4160/57344 val_loss:7.703646 train_time:2170457ms step_avg:521.74ms step:4224/57344 val_loss:7.705266 train_time:2201369ms step_avg:521.16ms step:4288/57344 val_loss:7.716187 train_time:2329339ms step_avg:543.22ms step:4352/57344 val_loss:7.718926 train_time:2360103ms step_avg:542.30ms step:4416/57344 val_loss:7.717360 train_time:2391116ms step_avg:541.47ms step:4480/57344 val_loss:7.713251 train_time:2855734ms step_avg:637.44ms step:4544/57344 val_loss:7.724630 train_time:2887193ms step_avg:635.39ms step:4608/57344 val_loss:7.735681 train_time:2983562ms step_avg:647.47ms step:4672/57344 val_loss:7.736219 train_time:3014413ms step_avg:645.21ms step:4736/57344 val_loss:7.716004 train_time:3045483ms step_avg:643.05ms step:4800/57344 val_loss:7.705821 train_time:3172744ms step_avg:660.99ms step:4864/57344 val_loss:7.705976 train_time:3224982ms step_avg:663.03ms step:4928/57344 val_loss:7.694653 train_time:3255953ms step_avg:660.70ms step:4992/57344 val_loss:7.678105 train_time:3287098ms step_avg:658.47ms step:5056/57344 val_loss:7.682966 train_time:3318193ms step_avg:656.29ms step:5120/57344 val_loss:7.662866 train_time:3349483ms step_avg:654.20ms step:5184/57344 val_loss:7.657860 train_time:3443992ms step_avg:664.35ms step:5248/57344 val_loss:7.645894 train_time:3475104ms step_avg:662.18ms step:5312/57344 val_loss:7.632289 train_time:3506478ms step_avg:660.11ms step:5376/57344 val_loss:7.624333 train_time:3624432ms step_avg:674.19ms step:5440/57344 val_loss:7.623236 train_time:3655544ms step_avg:671.97ms step:5504/57344 val_loss:7.609012 train_time:3687800ms step_avg:670.02ms step:5568/57344 val_loss:7.585613 train_time:3719285ms step_avg:667.97ms step:5632/57344 val_loss:7.579461 train_time:3750646ms step_avg:665.95ms step:5696/57344 val_loss:7.564924 train_time:3781955ms step_avg:663.97ms step:5760/57344 val_loss:7.561890 train_time:3814320ms step_avg:662.21ms step:5824/57344 val_loss:7.537563 train_time:3845619ms step_avg:660.31ms step:5888/57344 val_loss:7.519125 train_time:3876972ms step_avg:658.45ms step:5952/57344 val_loss:7.499354 train_time:3908362ms step_avg:656.65ms step:6016/57344 val_loss:7.477836 train_time:3939672ms step_avg:654.87ms step:6080/57344 val_loss:7.459615 train_time:3971061ms step_avg:653.14ms step:6144/57344 val_loss:7.435397 train_time:4002430ms step_avg:651.44ms step:6208/57344 val_loss:7.421387 train_time:4033895ms step_avg:649.79ms step:6272/57344 val_loss:7.422082 train_time:4066063ms step_avg:648.29ms step:6336/57344 val_loss:7.390254 train_time:4098255ms step_avg:646.82ms step:6400/57344 val_loss:7.379295 train_time:4134419ms step_avg:646.00ms step:6464/57344 val_loss:7.352916 train_time:4166470ms step_avg:644.57ms step:6528/57344 val_loss:7.353693 train_time:4224343ms step_avg:647.11ms step:6592/57344 val_loss:7.355770 train_time:4256555ms step_avg:645.72ms step:6656/57344 val_loss:7.331154 train_time:4288830ms step_avg:644.36ms step:6720/57344 val_loss:7.320140 train_time:4321226ms step_avg:643.04ms step:6784/57344 val_loss:7.303020 train_time:4355477ms step_avg:642.02ms step:6848/57344 val_loss:7.333101 train_time:4387579ms step_avg:640.71ms step:6912/57344 val_loss:7.345509 train_time:4419724ms step_avg:639.43ms step:6976/57344 val_loss:7.340341 train_time:4451903ms step_avg:638.17ms step:7040/57344 val_loss:7.340064 train_time:4484141ms step_avg:636.95ms step:7104/57344 val_loss:7.338420 train_time:4519324ms step_avg:636.17ms step:7168/57344 val_loss:7.325290 train_time:4551476ms step_avg:634.97ms step:7232/57344 val_loss:7.317104 train_time:4583656ms step_avg:633.80ms step:7296/57344 val_loss:7.306343 train_time:4615876ms step_avg:632.66ms step:7360/57344 val_loss:7.293196 train_time:4648062ms step_avg:631.53ms step:7424/57344 val_loss:7.285810 train_time:4680293ms step_avg:630.43ms step:7488/57344 val_loss:7.275821 train_time:4712571ms step_avg:629.35ms step:7552/57344 val_loss:7.248770 train_time:4744935ms step_avg:628.30ms step:7616/57344 val_loss:7.234798 train_time:4777304ms step_avg:627.27ms step:7680/57344 val_loss:7.221576 train_time:4809649ms step_avg:626.26ms step:7744/57344 val_loss:7.207185 train_time:4841892ms step_avg:625.24ms step:7808/57344 val_loss:7.189125 train_time:4875120ms step_avg:624.37ms step:7872/57344 val_loss:7.187330 train_time:4907404ms step_avg:623.40ms step:7936/57344 val_loss:7.182116 train_time:4939728ms step_avg:622.45ms step:8000/57344 val_loss:7.149826 train_time:4972031ms step_avg:621.50ms step:8064/57344 val_loss:7.138590 train_time:5004296ms step_avg:620.57ms step:8128/57344 val_loss:7.127815 train_time:5036610ms step_avg:619.66ms step:8192/57344 val_loss:7.110021 train_time:5068937ms step_avg:618.77ms step:8256/57344 val_loss:7.109468 train_time:5101290ms step_avg:617.89ms step:8320/57344 val_loss:7.096864 train_time:5133602ms step_avg:617.02ms step:8384/57344 val_loss:7.088062 train_time:5183023ms step_avg:618.20ms step:8448/57344 val_loss:7.069827 train_time:5215293ms step_avg:617.34ms step:8512/57344 val_loss:7.057210 train_time:5247523ms step_avg:616.49ms step:8576/57344 val_loss:7.057277 train_time:5279815ms step_avg:615.65ms step:8640/57344 val_loss:7.051640 train_time:5312137ms step_avg:614.83ms step:8704/57344 val_loss:7.042135 train_time:5344556ms step_avg:614.03ms step:8768/57344 val_loss:7.022151 train_time:5377346ms step_avg:613.29ms step:8832/57344 val_loss:7.020913 train_time:5410081ms step_avg:612.55ms step:8896/57344 val_loss:7.011633 train_time:5443095ms step_avg:611.86ms step:8960/57344 val_loss:7.005154 train_time:5476093ms step_avg:611.17ms step:9024/57344 val_loss:6.996831 train_time:5509149ms step_avg:610.50ms step:9088/57344 val_loss:6.996270 train_time:5544060ms step_avg:610.04ms step:9152/57344 val_loss:6.975245 train_time:5577019ms step_avg:609.38ms step:9216/57344 val_loss:6.971144 train_time:5610070ms step_avg:608.73ms step:9280/57344 val_loss:6.959331 train_time:5643110ms step_avg:608.09ms step:9344/57344 val_loss:6.947041 train_time:5676612ms step_avg:607.51ms step:9408/57344 val_loss:6.943706 train_time:5709710ms step_avg:606.90ms step:9472/57344 val_loss:6.932907 train_time:5742682ms step_avg:606.28ms step:9536/57344 val_loss:6.923458 train_time:5775902ms step_avg:605.69ms step:9600/57344 val_loss:6.904294 train_time:5808929ms step_avg:605.10ms step:9664/57344 val_loss:6.895104 train_time:5841922ms step_avg:604.50ms step:9728/57344 val_loss:6.919672 train_time:5875112ms step_avg:603.94ms step:9792/57344 val_loss:6.897346 train_time:5909453ms step_avg:603.50ms step:9856/57344 val_loss:6.873909 train_time:5942453ms step_avg:602.93ms step:9920/57344 val_loss:6.848538 train_time:5975530ms step_avg:602.37ms step:9984/57344 val_loss:6.834342 train_time:6008529ms step_avg:601.82ms step:10048/57344 val_loss:6.803728 train_time:6041518ms step_avg:601.27ms step:10112/57344 val_loss:6.795698 train_time:6074579ms step_avg:600.73ms step:10176/57344 val_loss:6.764917 train_time:6109053ms step_avg:600.34ms step:10240/57344 val_loss:6.742457 train_time:6142110ms step_avg:599.82ms step:10304/57344 val_loss:6.716063 train_time:6176059ms step_avg:599.38ms step:10368/57344 val_loss:6.749411 train_time:6209130ms step_avg:598.87ms step:10432/57344 val_loss:6.760437 train_time:6242412ms step_avg:598.39ms step:10496/57344 val_loss:6.781706 train_time:6275531ms step_avg:597.90ms step:10560/57344 val_loss:6.785400 train_time:6322879ms step_avg:598.76ms step:10624/57344 val_loss:6.800114 train_time:6356619ms step_avg:598.33ms step:10688/57344 val_loss:6.797913 train_time:6389724ms step_avg:597.84ms step:10752/57344 val_loss:6.798851 train_time:6422918ms step_avg:597.37ms step:10816/57344 val_loss:6.835824 train_time:6456027ms step_avg:596.90ms step:10880/57344 val_loss:6.815319 train_time:6489232ms step_avg:596.44ms step:10944/57344 val_loss:6.821844 train_time:6522262ms step_avg:595.97ms step:11008/57344 val_loss:6.818879 train_time:6555343ms step_avg:595.51ms step:11072/57344 val_loss:6.813581 train_time:6594659ms step_avg:595.62ms step:11136/57344 val_loss:6.821119 train_time:6632542ms step_avg:595.59ms step:11200/57344 val_loss:6.829227 train_time:6665655ms step_avg:595.15ms step:11264/57344 val_loss:6.825552 train_time:6698758ms step_avg:594.71ms step:11328/57344 val_loss:6.823633 train_time:6731799ms step_avg:594.26ms step:11392/57344 val_loss:6.831137 train_time:6766457ms step_avg:593.97ms step:11456/57344 val_loss:6.834339 train_time:6799691ms step_avg:593.55ms step:11520/57344 val_loss:6.832121 train_time:6832887ms step_avg:593.13ms step:11584/57344 val_loss:6.843909 train_time:6866151ms step_avg:592.73ms step:11648/57344 val_loss:6.840989 train_time:6899449ms step_avg:592.33ms step:11712/57344 val_loss:6.845339 train_time:6932546ms step_avg:591.92ms step:11776/57344 val_loss:6.858196 train_time:6965690ms step_avg:591.52ms step:11840/57344 val_loss:6.831332 train_time:6998739ms step_avg:591.11ms step:11904/57344 val_loss:6.828391 train_time:7031793ms step_avg:590.71ms step:11968/57344 val_loss:6.826741 train_time:7064865ms step_avg:590.31ms step:12032/57344 val_loss:6.813456 train_time:7097864ms step_avg:589.92ms step:12096/57344 val_loss:6.816004 train_time:7154951ms step_avg:591.51ms step:12160/57344 val_loss:6.811965 train_time:7204778ms step_avg:592.50ms step:12224/57344 val_loss:6.795401 train_time:7237714ms step_avg:592.09ms step:12288/57344 val_loss:6.807929 train_time:7272256ms step_avg:591.82ms step:12352/57344 val_loss:6.793258 train_time:7305552ms step_avg:591.45ms step:12416/57344 val_loss:6.786059 train_time:7339062ms step_avg:591.10ms step:12480/57344 val_loss:6.784020 train_time:7372691ms step_avg:590.76ms step:12544/57344 val_loss:6.784947 train_time:7406289ms step_avg:590.42ms step:12608/57344 val_loss:6.778395 train_time:7439898ms step_avg:590.09ms step:12672/57344 val_loss:6.777520 train_time:7473535ms step_avg:589.77ms step:12736/57344 val_loss:6.763353 train_time:7510995ms step_avg:589.75ms step:12800/57344 val_loss:6.765983 train_time:7570352ms step_avg:591.43ms step:12864/57344 val_loss:6.761808 train_time:7605704ms step_avg:591.24ms step:12928/57344 val_loss:6.779835 train_time:7639263ms step_avg:590.91ms step:12992/57344 val_loss:6.764882 train_time:7672891ms step_avg:590.59ms step:13056/57344 val_loss:6.759225 train_time:7706508ms step_avg:590.27ms step:13120/57344 val_loss:6.753849 train_time:7740094ms step_avg:589.95ms step:13184/57344 val_loss:6.770496 train_time:7773638ms step_avg:589.63ms step:13248/57344 val_loss:6.761217 train_time:7807221ms step_avg:589.31ms step:13312/57344 val_loss:6.756414 train_time:7841096ms step_avg:589.02ms step:13376/57344 val_loss:6.762049 train_time:7874707ms step_avg:588.72ms step:13440/57344 val_loss:6.750922 train_time:7908217ms step_avg:588.41ms step:13504/57344 val_loss:6.759320 train_time:7941775ms step_avg:588.11ms step:13568/57344 val_loss:6.764692 train_time:7975314ms step_avg:587.80ms step:13632/57344 val_loss:6.766222 train_time:8008979ms step_avg:587.51ms step:13696/57344 val_loss:6.771569 train_time:8042565ms step_avg:587.22ms step:13760/57344 val_loss:6.767988 train_time:8076045ms step_avg:586.92ms step:13824/57344 val_loss:6.757222 train_time:8109635ms step_avg:586.63ms step:13888/57344 val_loss:6.789327 train_time:8143163ms step_avg:586.35ms step:13952/57344 val_loss:6.772260 train_time:8176985ms step_avg:586.08ms step:14016/57344 val_loss:6.775136 train_time:8210509ms step_avg:585.80ms step:14080/57344 val_loss:6.769068 train_time:8244051ms step_avg:585.51ms step:14144/57344 val_loss:6.781752 train_time:8277687ms step_avg:585.24ms step:14208/57344 val_loss:6.777571 train_time:8311198ms step_avg:584.97ms step:14272/57344 val_loss:6.772471 train_time:8344672ms step_avg:584.69ms step:14336/57344 val_loss:6.780034 train_time:8381430ms step_avg:584.64ms step:14400/57344 val_loss:6.792025 train_time:8415143ms step_avg:584.38ms step:14464/57344 val_loss:6.779392 train_time:8448750ms step_avg:584.12ms step:14528/57344 val_loss:6.787096 train_time:8482489ms step_avg:583.87ms step:14592/57344 val_loss:6.773287 train_time:8515967ms step_avg:583.61ms step:14656/57344 val_loss:6.783534 train_time:8549604ms step_avg:583.35ms step:14720/57344 val_loss:6.806825 train_time:8601441ms step_avg:584.34ms step:14784/57344 val_loss:6.786703 train_time:8635020ms step_avg:584.08ms step:14848/57344 val_loss:6.803151 train_time:8669040ms step_avg:583.85ms step:14912/57344 val_loss:6.791473 train_time:8713418ms step_avg:584.32ms step:14976/57344 val_loss:6.801820 train_time:8778381ms step_avg:586.16ms step:15040/57344 val_loss:6.810283 train_time:8812487ms step_avg:585.94ms step:15104/57344 val_loss:6.793823 train_time:8846120ms step_avg:585.68ms step:15168/57344 val_loss:6.816493 train_time:8879981ms step_avg:585.44ms step:15232/57344 val_loss:6.796839 train_time:8913529ms step_avg:585.18ms step:15296/57344 val_loss:6.805776 train_time:8947193ms step_avg:584.94ms step:15360/57344 val_loss:6.809866 train_time:8980797ms step_avg:584.69ms step:15424/57344 val_loss:6.811370 train_time:9014549ms step_avg:584.45ms step:15488/57344 val_loss:6.804217 train_time:9048182ms step_avg:584.21ms step:15552/57344 val_loss:6.798154 train_time:9088253ms step_avg:584.38ms step:15616/57344 val_loss:6.791600 train_time:9121598ms step_avg:584.12ms step:15680/57344 val_loss:6.777744 train_time:9155248ms step_avg:583.88ms step:15744/57344 val_loss:6.765359 train_time:9188907ms step_avg:583.65ms step:15808/57344 val_loss:6.745915 train_time:9222757ms step_avg:583.42ms step:15872/57344 val_loss:6.722579 train_time:9256376ms step_avg:583.19ms step:15936/57344 val_loss:6.718524 train_time:9290043ms step_avg:582.96ms step:16000/57344 val_loss:6.762109 train_time:9323720ms step_avg:582.73ms step:16064/57344 val_loss:6.754011 train_time:9358025ms step_avg:582.55ms step:16128/57344 val_loss:6.763496 train_time:9391628ms step_avg:582.32ms step:16192/57344 val_loss:6.770032 train_time:9425434ms step_avg:582.10ms step:16256/57344 val_loss:6.806127 train_time:9459225ms step_avg:581.89ms step:16320/57344 val_loss:6.793598 train_time:9492808ms step_avg:581.67ms step:16384/57344 val_loss:6.812854 train_time:9526467ms step_avg:581.45ms step:16448/57344 val_loss:6.807650 train_time:9561269ms step_avg:581.30ms step:16512/57344 val_loss:6.819201 train_time:9595723ms step_avg:581.14ms step:16576/57344 val_loss:6.821900 train_time:9629341ms step_avg:580.92ms step:16640/57344 val_loss:6.835638 train_time:9663013ms step_avg:580.71ms step:16704/57344 val_loss:6.838716 train_time:9698661ms step_avg:580.62ms step:16768/57344 val_loss:6.850279 train_time:9732409ms step_avg:580.42ms step:16832/57344 val_loss:6.851334 train_time:9766062ms step_avg:580.21ms step:16896/57344 val_loss:6.866141 train_time:9799817ms step_avg:580.01ms step:16960/57344 val_loss:6.858786 train_time:9833416ms step_avg:579.80ms step:17024/57344 val_loss:6.862143 train_time:9894785ms step_avg:581.23ms step:17088/57344 val_loss:6.874677 train_time:9988794ms step_avg:584.55ms step:17152/57344 val_loss:6.874232 train_time:10022391ms step_avg:584.33ms step:17216/57344 val_loss:6.878744 train_time:10055947ms step_avg:584.10ms step:17280/57344 val_loss:6.877972 train_time:10089520ms step_avg:583.88ms step:17344/57344 val_loss:6.898927 train_time:10123166ms step_avg:583.67ms step:17408/57344 val_loss:6.921997 train_time:10164603ms step_avg:583.90ms step:17472/57344 val_loss:6.906083 train_time:10198133ms step_avg:583.68ms step:17536/57344 val_loss:6.916491 train_time:10231842ms step_avg:583.48ms step:17600/57344 val_loss:6.908957 train_time:10265419ms step_avg:583.26ms step:17664/57344 val_loss:6.902090 train_time:10299128ms step_avg:583.06ms step:17728/57344 val_loss:6.908919 train_time:10342415ms step_avg:583.39ms step:17792/57344 val_loss:6.925640 train_time:10396280ms step_avg:584.32ms step:17856/57344 val_loss:6.928489 train_time:10457087ms step_avg:585.63ms step:17920/57344 val_loss:6.934070 train_time:10490607ms step_avg:585.41ms step:17984/57344 val_loss:6.948156 train_time:10524265ms step_avg:585.20ms step:18048/57344 val_loss:6.952826 train_time:10558010ms step_avg:585.00ms step:18112/57344 val_loss:6.956297 train_time:10591668ms step_avg:584.79ms step:18176/57344 val_loss:6.964755 train_time:10716293ms step_avg:589.58ms step:18240/57344 val_loss:6.981714 train_time:10749798ms step_avg:589.35ms step:18304/57344 val_loss:6.982418 train_time:10783271ms step_avg:589.12ms step:18368/57344 val_loss:7.002724 train_time:10817123ms step_avg:588.91ms step:18432/57344 val_loss:7.004488 train_time:10858125ms step_avg:589.09ms step:18496/57344 val_loss:7.008335 train_time:10896191ms step_avg:589.11ms step:18560/57344 val_loss:7.001398 train_time:10929774ms step_avg:588.89ms step:18624/57344 val_loss:6.994998 train_time:10965386ms step_avg:588.78ms step:18688/57344 val_loss:6.993669 train_time:10999404ms step_avg:588.58ms step:18752/57344 val_loss:6.993299 train_time:11045759ms step_avg:589.04ms step:18816/57344 val_loss:6.991408 train_time:11079410ms step_avg:588.83ms step:18880/57344 val_loss:6.994536 train_time:11113010ms step_avg:588.61ms step:18944/57344 val_loss:6.994389 train_time:11146692ms step_avg:588.40ms step:19008/57344 val_loss:6.993626 train_time:11180216ms step_avg:588.18ms step:19072/57344 val_loss:6.999786 train_time:11213835ms step_avg:587.97ms step:19136/57344 val_loss:6.992972 train_time:11247532ms step_avg:587.77ms step:19200/57344 val_loss:6.989506 train_time:11281399ms step_avg:587.57ms step:19264/57344 val_loss:7.006613 train_time:11315389ms step_avg:587.39ms step:19328/57344 val_loss:7.000946 train_time:11350342ms step_avg:587.25ms step:19392/57344 val_loss:6.998974 train_time:11389000ms step_avg:587.30ms step:19456/57344 val_loss:7.010986 train_time:11422963ms step_avg:587.12ms step:19520/57344 val_loss:7.025891 train_time:11459182ms step_avg:587.05ms step:19584/57344 val_loss:6.998867 train_time:11498732ms step_avg:587.15ms step:19648/57344 val_loss:7.006006 train_time:11532745ms step_avg:586.97ms step:19712/57344 val_loss:7.039533 train_time:11566905ms step_avg:586.80ms step:19776/57344 val_loss:7.015204 train_time:11601196ms step_avg:586.63ms step:19840/57344 val_loss:7.008238 train_time:11635205ms step_avg:586.45ms step:19904/57344 val_loss:7.005112 train_time:11669015ms step_avg:586.26ms step:19968/57344 val_loss:7.013822 train_time:11703061ms step_avg:586.09ms step:20032/57344 val_loss:7.006802 train_time:11737042ms step_avg:585.91ms step:20096/57344 val_loss:7.017865 train_time:11771221ms step_avg:585.75ms step:20160/57344 val_loss:7.015147 train_time:11805067ms step_avg:585.57ms step:20224/57344 val_loss:7.019801 train_time:11839001ms step_avg:585.39ms step:20288/57344 val_loss:7.012786 train_time:11883321ms step_avg:585.73ms step:20352/57344 val_loss:7.009954 train_time:11917286ms step_avg:585.56ms step:20416/57344 val_loss:7.017318 train_time:11951349ms step_avg:585.39ms step:20480/57344 val_loss:7.022078 train_time:11985754ms step_avg:585.24ms step:20544/57344 val_loss:7.030802 train_time:12019788ms step_avg:585.08ms step:20608/57344 val_loss:7.019706 train_time:12053934ms step_avg:584.92ms step:20672/57344 val_loss:7.024773 train_time:12088203ms step_avg:584.76ms step:20736/57344 val_loss:7.032852 train_time:12122281ms step_avg:584.60ms step:20800/57344 val_loss:7.021889 train_time:12156197ms step_avg:584.43ms step:20864/57344 val_loss:7.018207 train_time:12190069ms step_avg:584.26ms step:20928/57344 val_loss:7.020712 train_time:12237157ms step_avg:584.73ms step:20992/57344 val_loss:7.029232 train_time:12271103ms step_avg:584.56ms step:21056/57344 val_loss:7.028652 train_time:12305393ms step_avg:584.41ms step:21120/57344 val_loss:7.018156 train_time:12339382ms step_avg:584.25ms step:21184/57344 val_loss:7.007094 train_time:12373424ms step_avg:584.09ms step:21248/57344 val_loss:7.012620 train_time:12407456ms step_avg:583.94ms step:21312/57344 val_loss:7.001192 train_time:12441926ms step_avg:583.80ms step:21376/57344 val_loss:7.009300 train_time:12476082ms step_avg:583.65ms step:21440/57344 val_loss:6.929464 train_time:12510176ms step_avg:583.50ms step:21504/57344 val_loss:6.897208 train_time:12580068ms step_avg:585.01ms step:21568/57344 val_loss:6.871654 train_time:12613846ms step_avg:584.84ms step:21632/57344 val_loss:6.841313 train_time:12647731ms step_avg:584.68ms step:21696/57344 val_loss:6.823667 train_time:12682029ms step_avg:584.53ms step:21760/57344 val_loss:6.782926 train_time:12716265ms step_avg:584.39ms step:21824/57344 val_loss:6.754741 train_time:12750401ms step_avg:584.24ms step:21888/57344 val_loss:6.727941 train_time:12784452ms step_avg:584.08ms step:21952/57344 val_loss:6.702205 train_time:12818406ms step_avg:583.93ms step:22016/57344 val_loss:6.669182 train_time:12852467ms step_avg:583.78ms step:22080/57344 val_loss:6.655616 train_time:12886693ms step_avg:583.64ms step:22144/57344 val_loss:6.619743 train_time:12920714ms step_avg:583.49ms step:22208/57344 val_loss:6.601605 train_time:12954797ms step_avg:583.34ms step:22272/57344 val_loss:6.576770 train_time:12988989ms step_avg:583.20ms step:22336/57344 val_loss:6.559417 train_time:13023400ms step_avg:583.07ms step:22400/57344 val_loss:6.537297 train_time:13057562ms step_avg:582.93ms step:22464/57344 val_loss:6.502707 train_time:13091632ms step_avg:582.78ms step:22528/57344 val_loss:6.483665 train_time:13125593ms step_avg:582.63ms step:22592/57344 val_loss:6.478091 train_time:13159907ms step_avg:582.50ms step:22656/57344 val_loss:6.442571 train_time:13193948ms step_avg:582.36ms step:22720/57344 val_loss:6.423617 train_time:13228052ms step_avg:582.22ms step:22784/57344 val_loss:6.400871 train_time:13263097ms step_avg:582.12ms step:22848/57344 val_loss:6.387420 train_time:13297265ms step_avg:581.99ms step:22912/57344 val_loss:6.355561 train_time:13331270ms step_avg:581.85ms step:22976/57344 val_loss:6.372940 train_time:13365365ms step_avg:581.71ms step:23040/57344 val_loss:6.555444 train_time:13399520ms step_avg:581.58ms step:23104/57344 val_loss:6.459857 train_time:13433496ms step_avg:581.44ms step:23168/57344 val_loss:6.471203 train_time:13467558ms step_avg:581.30ms step:23232/57344 val_loss:6.495924 train_time:13501596ms step_avg:581.16ms step:23296/57344 val_loss:6.520335 train_time:13535567ms step_avg:581.03ms step:23360/57344 val_loss:6.560977 train_time:13570655ms step_avg:580.94ms step:23424/57344 val_loss:6.593538 train_time:13604604ms step_avg:580.80ms step:23488/57344 val_loss:6.620380 train_time:13638686ms step_avg:580.67ms step:23552/57344 val_loss:6.638693 train_time:13672576ms step_avg:580.53ms step:23616/57344 val_loss:6.671075 train_time:13707830ms step_avg:580.45ms step:23680/57344 val_loss:6.708018 train_time:13742033ms step_avg:580.32ms step:23744/57344 val_loss:6.725985 train_time:13776077ms step_avg:580.19ms step:23808/57344 val_loss:6.749393 train_time:13809949ms step_avg:580.05ms step:23872/57344 val_loss:6.786535 train_time:13844173ms step_avg:579.93ms step:23936/57344 val_loss:6.791564 train_time:13878236ms step_avg:579.81ms step:24000/57344 val_loss:6.813724 train_time:13912361ms step_avg:579.68ms step:24064/57344 val_loss:6.825016 train_time:13946256ms step_avg:579.55ms step:24128/57344 val_loss:6.843540 train_time:13980345ms step_avg:579.42ms step:24192/57344 val_loss:6.861302 train_time:14014405ms step_avg:579.30ms step:24256/57344 val_loss:6.871196 train_time:14048288ms step_avg:579.17ms step:24320/57344 val_loss:6.885727 train_time:14082307ms step_avg:579.04ms step:24384/57344 val_loss:6.892621 train_time:14116283ms step_avg:578.92ms step:24448/57344 val_loss:6.903215 train_time:14150403ms step_avg:578.80ms step:24512/57344 val_loss:6.909631 train_time:14184433ms step_avg:578.67ms step:24576/57344 val_loss:6.941854 train_time:14218493ms step_avg:578.55ms step:24640/57344 val_loss:6.927251 train_time:14252531ms step_avg:578.43ms step:24704/57344 val_loss:6.931237 train_time:14286629ms step_avg:578.31ms step:24768/57344 val_loss:6.934501 train_time:14320684ms step_avg:578.19ms step:24832/57344 val_loss:6.946264 train_time:14354929ms step_avg:578.08ms step:24896/57344 val_loss:6.943892 train_time:14388776ms step_avg:577.96ms step:24960/57344 val_loss:6.948223 train_time:14423012ms step_avg:577.85ms step:25024/57344 val_loss:6.962749 train_time:14457220ms step_avg:577.73ms step:25088/57344 val_loss:6.961961 train_time:14491559ms step_avg:577.63ms step:25152/57344 val_loss:6.960940 train_time:14525474ms step_avg:577.51ms step:25216/57344 val_loss:6.965730 train_time:14559412ms step_avg:577.39ms step:25280/57344 val_loss:6.967648 train_time:14593239ms step_avg:577.26ms step:25344/57344 val_loss:6.969640 train_time:14627325ms step_avg:577.15ms step:25408/57344 val_loss:6.972083 train_time:14661340ms step_avg:577.04ms step:25472/57344 val_loss:6.974039 train_time:14695376ms step_avg:576.92ms step:25536/57344 val_loss:6.971818 train_time:14729223ms step_avg:576.80ms step:25600/57344 val_loss:6.970633 train_time:14763175ms step_avg:576.69ms step:25664/57344 val_loss:6.974714 train_time:14797341ms step_avg:576.58ms step:25728/57344 val_loss:6.965921 train_time:14831512ms step_avg:576.47ms step:25792/57344 val_loss:6.967148 train_time:14865523ms step_avg:576.36ms step:25856/57344 val_loss:6.922833 train_time:14899799ms step_avg:576.26ms step:25920/57344 val_loss:6.888264 train_time:14933768ms step_avg:576.15ms step:25984/57344 val_loss:6.852927 train_time:14967713ms step_avg:576.04ms step:26048/57344 val_loss:6.810912 train_time:15001594ms step_avg:575.92ms step:26112/57344 val_loss:6.771035 train_time:15035559ms step_avg:575.81ms step:26176/57344 val_loss:6.736585 train_time:15069495ms step_avg:575.70ms step:26240/57344 val_loss:6.730480 train_time:15103654ms step_avg:575.60ms step:26304/57344 val_loss:6.670739 train_time:15137848ms step_avg:575.50ms step:26368/57344 val_loss:6.646334 train_time:15172143ms step_avg:575.40ms step:26432/57344 val_loss:6.608521 train_time:15205903ms step_avg:575.28ms step:26496/57344 val_loss:6.570975 train_time:15239840ms step_avg:575.18ms step:26560/57344 val_loss:6.545394 train_time:15273686ms step_avg:575.06ms step:26624/57344 val_loss:6.524185 train_time:15307714ms step_avg:574.96ms step:26688/57344 val_loss:6.516870 train_time:15341911ms step_avg:574.86ms step:26752/57344 val_loss:6.475085 train_time:15375757ms step_avg:574.75ms step:26816/57344 val_loss:6.453985 train_time:15409750ms step_avg:574.65ms step:26880/57344 val_loss:6.431835 train_time:15443581ms step_avg:574.54ms step:26944/57344 val_loss:6.417792 train_time:15477675ms step_avg:574.44ms step:27008/57344 val_loss:6.393958 train_time:15513483ms step_avg:574.40ms step:27072/57344 val_loss:6.372041 train_time:15547728ms step_avg:574.31ms step:27136/57344 val_loss:6.353952 train_time:15589757ms step_avg:574.50ms step:27200/57344 val_loss:6.338624 train_time:15623843ms step_avg:574.41ms step:27264/57344 val_loss:6.322062 train_time:15657958ms step_avg:574.31ms step:27328/57344 val_loss:6.298830 train_time:15691977ms step_avg:574.21ms step:27392/57344 val_loss:6.284842 train_time:15726187ms step_avg:574.12ms step:27456/57344 val_loss:6.270062 train_time:15768088ms step_avg:574.30ms step:27520/57344 val_loss:6.253415 train_time:15802041ms step_avg:574.20ms step:27584/57344 val_loss:6.233905 train_time:15835982ms step_avg:574.10ms step:27648/57344 val_loss:6.221201 train_time:15869896ms step_avg:574.00ms step:27712/57344 val_loss:6.225038 train_time:15903749ms step_avg:573.89ms step:27776/57344 val_loss:6.246658 train_time:15937582ms step_avg:573.79ms step:27840/57344 val_loss:6.280988 train_time:15971602ms step_avg:573.69ms step:27904/57344 val_loss:6.312466 train_time:16005608ms step_avg:573.60ms step:27968/57344 val_loss:6.351825 train_time:16039606ms step_avg:573.50ms step:28032/57344 val_loss:6.371429 train_time:16093155ms step_avg:574.10ms step:28096/57344 val_loss:6.407415 train_time:16158594ms step_avg:575.12ms step:28160/57344 val_loss:6.420421 train_time:16192635ms step_avg:575.02ms step:28224/57344 val_loss:6.439218 train_time:16226520ms step_avg:574.92ms step:28288/57344 val_loss:6.458371 train_time:16260581ms step_avg:574.82ms step:28352/57344 val_loss:6.471800 train_time:16294696ms step_avg:574.73ms step:28416/57344 val_loss:6.487670 train_time:16328880ms step_avg:574.64ms step:28480/57344 val_loss:6.491364 train_time:16363110ms step_avg:574.55ms step:28544/57344 val_loss:6.495669 train_time:16397167ms step_avg:574.45ms step:28608/57344 val_loss:6.496770 train_time:16431164ms step_avg:574.36ms step:28672/57344 val_loss:6.499097 train_time:16465240ms step_avg:574.26ms step:28736/57344 val_loss:6.498493 train_time:16499564ms step_avg:574.18ms step:28800/57344 val_loss:6.493935 train_time:16533631ms step_avg:574.08ms step:28864/57344 val_loss:6.495569 train_time:16567805ms step_avg:574.00ms step:28928/57344 val_loss:6.491815 train_time:16601894ms step_avg:573.90ms step:28992/57344 val_loss:6.487421 train_time:16636259ms step_avg:573.82ms step:29056/57344 val_loss:6.480526 train_time:16672426ms step_avg:573.80ms step:29120/57344 val_loss:6.472998 train_time:16706354ms step_avg:573.71ms step:29184/57344 val_loss:6.470836 train_time:16740297ms step_avg:573.61ms step:29248/57344 val_loss:6.461094 train_time:16774150ms step_avg:573.51ms step:29312/57344 val_loss:6.463924 train_time:16810211ms step_avg:573.49ms step:29376/57344 val_loss:6.455650 train_time:16844223ms step_avg:573.40ms step:29440/57344 val_loss:6.455267 train_time:16878323ms step_avg:573.31ms step:29504/57344 val_loss:6.452744 train_time:16912458ms step_avg:573.23ms step:29568/57344 val_loss:6.450254 train_time:16946562ms step_avg:573.14ms step:29632/57344 val_loss:6.448990 train_time:16980672ms step_avg:573.05ms step:29696/57344 val_loss:6.447800 train_time:17014854ms step_avg:572.97ms step:29760/57344 val_loss:6.440109 train_time:17048931ms step_avg:572.88ms step:29824/57344 val_loss:6.438864 train_time:17083546ms step_avg:572.81ms step:29888/57344 val_loss:6.435298 train_time:17117505ms step_avg:572.72ms step:29952/57344 val_loss:6.433727 train_time:17151591ms step_avg:572.64ms step:30016/57344 val_loss:6.450425 train_time:17185884ms step_avg:572.56ms step:30080/57344 val_loss:6.421892 train_time:17220054ms step_avg:572.48ms step:30144/57344 val_loss:6.429942 train_time:17258882ms step_avg:572.55ms step:30208/57344 val_loss:6.392270 train_time:17292891ms step_avg:572.46ms step:30272/57344 val_loss:6.373115 train_time:17326876ms step_avg:572.37ms step:30336/57344 val_loss:6.355168 train_time:17360840ms step_avg:572.29ms step:30400/57344 val_loss:6.326638 train_time:17396376ms step_avg:572.25ms step:30464/57344 val_loss:6.320801 train_time:17430568ms step_avg:572.17ms step:30528/57344 val_loss:6.297551 train_time:17464938ms step_avg:572.10ms step:30592/57344 val_loss:6.274022 train_time:17498999ms step_avg:572.01ms step:30656/57344 val_loss:6.243879 train_time:17532860ms step_avg:571.92ms step:30720/57344 val_loss:6.233229 train_time:17566949ms step_avg:571.84ms step:30784/57344 val_loss:6.208236 train_time:17603383ms step_avg:571.84ms step:30848/57344 val_loss:6.192863 train_time:17637615ms step_avg:571.76ms step:30912/57344 val_loss:6.175398 train_time:17671507ms step_avg:571.67ms step:30976/57344 val_loss:6.153916 train_time:17705483ms step_avg:571.59ms step:31040/57344 val_loss:6.139095 train_time:17739547ms step_avg:571.51ms step:31104/57344 val_loss:6.127968 train_time:17773591ms step_avg:571.42ms step:31168/57344 val_loss:6.104289 train_time:17812380ms step_avg:571.50ms step:31232/57344 val_loss:6.088856 train_time:17846246ms step_avg:571.41ms step:31296/57344 val_loss:6.078449 train_time:17880202ms step_avg:571.33ms step:31360/57344 val_loss:6.055421 train_time:17914090ms step_avg:571.24ms step:31424/57344 val_loss:6.046597 train_time:17947859ms step_avg:571.15ms step:31488/57344 val_loss:6.036800 train_time:17981874ms step_avg:571.07ms step:31552/57344 val_loss:6.014101 train_time:18015676ms step_avg:570.98ms step:31616/57344 val_loss:6.005621 train_time:18049535ms step_avg:570.90ms step:31680/57344 val_loss:6.021158 train_time:18083510ms step_avg:570.82ms step:31744/57344 val_loss:6.030588 train_time:18117652ms step_avg:570.74ms step:31808/57344 val_loss:6.041026 train_time:18151738ms step_avg:570.67ms step:31872/57344 val_loss:6.059294 train_time:18186025ms step_avg:570.60ms step:31936/57344 val_loss:6.074324 train_time:18220069ms step_avg:570.52ms step:32000/57344 val_loss:6.097003 train_time:18254013ms step_avg:570.44ms step:32064/57344 val_loss:6.111945 train_time:18289949ms step_avg:570.42ms step:32128/57344 val_loss:6.132194 train_time:18323886ms step_avg:570.34ms step:32192/57344 val_loss:6.154255 train_time:18357872ms step_avg:570.26ms step:32256/57344 val_loss:6.176447 train_time:18391860ms step_avg:570.18ms step:32320/57344 val_loss:6.193738 train_time:18425770ms step_avg:570.10ms step:32384/57344 val_loss:6.210797 train_time:18461908ms step_avg:570.09ms step:32448/57344 val_loss:6.225993 train_time:18495810ms step_avg:570.01ms step:32512/57344 val_loss:6.246869 train_time:18529684ms step_avg:569.93ms step:32576/57344 val_loss:6.263676 train_time:18563669ms step_avg:569.86ms step:32640/57344 val_loss:6.276979 train_time:18610784ms step_avg:570.18ms step:32704/57344 val_loss:6.297549 train_time:18690503ms step_avg:571.51ms step:32768/57344 val_loss:6.321110 train_time:18724630ms step_avg:571.43ms step:32832/57344 val_loss:6.319574 train_time:18758748ms step_avg:571.36ms step:32896/57344 val_loss:6.337848 train_time:18792940ms step_avg:571.28ms step:32960/57344 val_loss:6.347533 train_time:18827088ms step_avg:571.21ms step:33024/57344 val_loss:6.363330 train_time:18862601ms step_avg:571.18ms step:33088/57344 val_loss:6.366555 train_time:18896556ms step_avg:571.10ms step:33152/57344 val_loss:6.381602 train_time:18930496ms step_avg:571.02ms step:33216/57344 val_loss:6.383929 train_time:18964364ms step_avg:570.94ms step:33280/57344 val_loss:6.393970 train_time:19074756ms step_avg:573.16ms step:33344/57344 val_loss:6.404038 train_time:19127971ms step_avg:573.66ms step:33408/57344 val_loss:6.407627 train_time:19161802ms step_avg:573.57ms step:33472/57344 val_loss:6.429492 train_time:19195995ms step_avg:573.49ms step:33536/57344 val_loss:6.421330 train_time:19229887ms step_avg:573.41ms step:33600/57344 val_loss:6.433446 train_time:19263823ms step_avg:573.33ms step:33664/57344 val_loss:6.436284 train_time:19298011ms step_avg:573.25ms step:33728/57344 val_loss:6.445465 train_time:19332092ms step_avg:573.18ms step:33792/57344 val_loss:6.442889 train_time:19366003ms step_avg:573.09ms step:33856/57344 val_loss:6.447213 train_time:19399918ms step_avg:573.01ms step:33920/57344 val_loss:6.447993 train_time:19433846ms step_avg:572.93ms step:33984/57344 val_loss:6.453583 train_time:19469827ms step_avg:572.91ms step:34048/57344 val_loss:6.454758 train_time:19503987ms step_avg:572.84ms step:34112/57344 val_loss:6.444719 train_time:19537802ms step_avg:572.75ms step:34176/57344 val_loss:6.436030 train_time:19571893ms step_avg:572.68ms step:34240/57344 val_loss:6.419268 train_time:19607349ms step_avg:572.64ms step:34304/57344 val_loss:6.396570 train_time:19643605ms step_avg:572.63ms step:34368/57344 val_loss:6.378235 train_time:19677684ms step_avg:572.56ms step:34432/57344 val_loss:6.352869 train_time:19711674ms step_avg:572.48ms step:34496/57344 val_loss:6.326517 train_time:19745820ms step_avg:572.41ms step:34560/57344 val_loss:6.299848 train_time:19779775ms step_avg:572.33ms step:34624/57344 val_loss:6.275382 train_time:19813842ms step_avg:572.26ms step:34688/57344 val_loss:6.239287 train_time:19847898ms step_avg:572.18ms step:34752/57344 val_loss:6.222122 train_time:19882034ms step_avg:572.11ms step:34816/57344 val_loss:6.199553 train_time:19916253ms step_avg:572.04ms step:34880/57344 val_loss:6.168828 train_time:19950300ms step_avg:571.97ms step:34944/57344 val_loss:6.146615 train_time:19984595ms step_avg:571.90ms step:35008/57344 val_loss:6.132919 train_time:20018805ms step_avg:571.84ms step:35072/57344 val_loss:6.118301 train_time:20053076ms step_avg:571.77ms step:35136/57344 val_loss:6.089632 train_time:20087191ms step_avg:571.70ms step:35200/57344 val_loss:6.074313 train_time:20121263ms step_avg:571.63ms step:35264/57344 val_loss:6.051312 train_time:20155222ms step_avg:571.55ms step:35328/57344 val_loss:6.050741 train_time:20189539ms step_avg:571.49ms step:35392/57344 val_loss:6.023050 train_time:20223647ms step_avg:571.42ms step:35456/57344 val_loss:6.012047 train_time:20257875ms step_avg:571.35ms step:35520/57344 val_loss:6.000558 train_time:20291931ms step_avg:571.28ms step:35584/57344 val_loss:5.983496 train_time:20326001ms step_avg:571.21ms step:35648/57344 val_loss:5.968700 train_time:20360067ms step_avg:571.14ms step:35712/57344 val_loss:5.975152 train_time:20407470ms step_avg:571.45ms step:35776/57344 val_loss:5.949347 train_time:20441302ms step_avg:571.37ms step:35840/57344 val_loss:5.953311 train_time:20475595ms step_avg:571.31ms step:35904/57344 val_loss:5.963206 train_time:20509716ms step_avg:571.24ms step:35968/57344 val_loss:5.960691 train_time:20543756ms step_avg:571.17ms step:36032/57344 val_loss:5.970256 train_time:20577836ms step_avg:571.10ms step:36096/57344 val_loss:5.975174 train_time:20611835ms step_avg:571.03ms step:36160/57344 val_loss:5.979783 train_time:20645639ms step_avg:570.95ms step:36224/57344 val_loss:5.993697 train_time:20679675ms step_avg:570.88ms step:36288/57344 val_loss:5.994636 train_time:20714144ms step_avg:570.83ms step:36352/57344 val_loss:6.008160 train_time:20748389ms step_avg:570.76ms step:36416/57344 val_loss:6.015017 train_time:20790767ms step_avg:570.92ms step:36480/57344 val_loss:6.016824 train_time:20824497ms step_avg:570.85ms step:36544/57344 val_loss:6.023655 train_time:20858353ms step_avg:570.77ms step:36608/57344 val_loss:6.038690 train_time:20892492ms step_avg:570.71ms step:36672/57344 val_loss:6.041234 train_time:20953342ms step_avg:571.37ms step:36736/57344 val_loss:6.044783 train_time:20987288ms step_avg:571.30ms step:36800/57344 val_loss:6.058211 train_time:21021907ms step_avg:571.25ms step:36864/57344 val_loss:6.055545 train_time:21056047ms step_avg:571.18ms step:36928/57344 val_loss:6.061031 train_time:21090075ms step_avg:571.11ms step:36992/57344 val_loss:6.064785 train_time:21124167ms step_avg:571.05ms step:37056/57344 val_loss:6.068419 train_time:21158473ms step_avg:570.99ms step:37120/57344 val_loss:6.068573 train_time:21192804ms step_avg:570.93ms step:37184/57344 val_loss:6.071270 train_time:21226650ms step_avg:570.85ms step:37248/57344 val_loss:6.083017 train_time:21261708ms step_avg:570.81ms step:37312/57344 val_loss:6.074487 train_time:21297127ms step_avg:570.78ms step:37376/57344 val_loss:6.100016 train_time:21331383ms step_avg:570.72ms step:37440/57344 val_loss:6.075029 train_time:21365422ms step_avg:570.66ms step:37504/57344 val_loss:6.075674 train_time:21399384ms step_avg:570.59ms step:37568/57344 val_loss:6.078236 train_time:21433537ms step_avg:570.53ms step:37632/57344 val_loss:6.075828 train_time:21467578ms step_avg:570.46ms step:37696/57344 val_loss:6.077408 train_time:21501649ms step_avg:570.40ms step:37760/57344 val_loss:6.082530 train_time:21535827ms step_avg:570.33ms step:37824/57344 val_loss:6.092300 train_time:21570177ms step_avg:570.28ms step:37888/57344 val_loss:6.086246 train_time:21604371ms step_avg:570.22ms step:37952/57344 val_loss:6.090149 train_time:21638493ms step_avg:570.15ms step:38016/57344 val_loss:6.094055 train_time:21672651ms step_avg:570.09ms step:38080/57344 val_loss:6.081831 train_time:21706702ms step_avg:570.03ms step:38144/57344 val_loss:6.084065 train_time:21741042ms step_avg:569.97ms step:38208/57344 val_loss:6.071197 train_time:21774996ms step_avg:569.91ms step:38272/57344 val_loss:6.063191 train_time:21809555ms step_avg:569.86ms step:38336/57344 val_loss:6.052119 train_time:21843598ms step_avg:569.79ms step:38400/57344 val_loss:6.033501 train_time:21877620ms step_avg:569.73ms step:38464/57344 val_loss:6.012586 train_time:21911681ms step_avg:569.67ms step:38528/57344 val_loss:6.000410 train_time:21945841ms step_avg:569.61ms step:38592/57344 val_loss:5.979206 train_time:21979915ms step_avg:569.55ms step:38656/57344 val_loss:5.959765 train_time:22014034ms step_avg:569.49ms step:38720/57344 val_loss:5.957704 train_time:22048298ms step_avg:569.43ms step:38784/57344 val_loss:5.924534 train_time:22082281ms step_avg:569.37ms step:38848/57344 val_loss:5.911640 train_time:22155241ms step_avg:570.31ms step:38912/57344 val_loss:5.893886 train_time:22189187ms step_avg:570.24ms step:38976/57344 val_loss:5.880382 train_time:22223275ms step_avg:570.18ms step:39040/57344 val_loss:5.867537 train_time:22334939ms step_avg:572.10ms step:39104/57344 val_loss:5.857060 train_time:22369096ms step_avg:572.04ms step:39168/57344 val_loss:5.843616 train_time:22403256ms step_avg:571.98ms step:39232/57344 val_loss:5.834862 train_time:22437509ms step_avg:571.92ms step:39296/57344 val_loss:5.820549 train_time:22471590ms step_avg:571.85ms step:39360/57344 val_loss:5.809020 train_time:22505436ms step_avg:571.78ms step:39424/57344 val_loss:5.801020 train_time:22539737ms step_avg:571.73ms step:39488/57344 val_loss:5.795458 train_time:22576002ms step_avg:571.72ms step:39552/57344 val_loss:5.780212 train_time:22610594ms step_avg:571.67ms step:39616/57344 val_loss:5.776663 train_time:22644944ms step_avg:571.61ms step:39680/57344 val_loss:5.763973 train_time:22679028ms step_avg:571.55ms step:39744/57344 val_loss:5.769980 train_time:22720949ms step_avg:571.68ms step:39808/57344 val_loss:5.750341 train_time:22822029ms step_avg:573.30ms step:39872/57344 val_loss:5.738113 train_time:22856612ms step_avg:573.25ms step:39936/57344 val_loss:5.732807 train_time:22890831ms step_avg:573.19ms step:40000/57344 val_loss:5.725449 train_time:22926057ms step_avg:573.15ms step:40064/57344 val_loss:5.717214 train_time:22960136ms step_avg:573.09ms step:40128/57344 val_loss:5.710665 train_time:22994398ms step_avg:573.03ms step:40192/57344 val_loss:5.701880 train_time:23028521ms step_avg:572.96ms step:40256/57344 val_loss:5.703946 train_time:23072631ms step_avg:573.15ms step:40320/57344 val_loss:5.691270 train_time:23113549ms step_avg:573.25ms step:40384/57344 val_loss:5.681849 train_time:23215672ms step_avg:574.87ms step:40448/57344 val_loss:5.675029 train_time:23249992ms step_avg:574.81ms step:40512/57344 val_loss:5.666840 train_time:23284243ms step_avg:574.75ms step:40576/57344 val_loss:5.659797 train_time:23318538ms step_avg:574.69ms step:40640/57344 val_loss:5.650706 train_time:23352688ms step_avg:574.62ms step:40704/57344 val_loss:5.643932 train_time:23402365ms step_avg:574.94ms step:40768/57344 val_loss:5.638920 train_time:23436351ms step_avg:574.87ms step:40832/57344 val_loss:5.637269 train_time:23470417ms step_avg:574.80ms step:40896/57344 val_loss:5.642417 train_time:23504619ms step_avg:574.74ms step:40960/57344 val_loss:5.645013 train_time:23538855ms step_avg:574.68ms step:41024/57344 val_loss:5.651797 train_time:23572951ms step_avg:574.61ms step:41088/57344 val_loss:5.661096 train_time:23607124ms step_avg:574.55ms step:41152/57344 val_loss:5.672447 train_time:23641352ms step_avg:574.49ms step:41216/57344 val_loss:5.681271 train_time:23675456ms step_avg:574.42ms step:41280/57344 val_loss:5.690168 train_time:23709425ms step_avg:574.36ms step:41344/57344 val_loss:5.714119 train_time:23743967ms step_avg:574.30ms step:41408/57344 val_loss:5.713656 train_time:23778128ms step_avg:574.24ms step:41472/57344 val_loss:5.725800 train_time:23812238ms step_avg:574.18ms step:41536/57344 val_loss:5.742362 train_time:23846757ms step_avg:574.12ms step:41600/57344 val_loss:5.748781 train_time:23880749ms step_avg:574.06ms step:41664/57344 val_loss:5.762106 train_time:23915949ms step_avg:574.02ms step:41728/57344 val_loss:5.774612 train_time:23950493ms step_avg:573.97ms step:41792/57344 val_loss:5.786279 train_time:23984608ms step_avg:573.90ms step:41856/57344 val_loss:5.804955 train_time:24018674ms step_avg:573.84ms step:41920/57344 val_loss:5.815269 train_time:24116686ms step_avg:575.30ms step:41984/57344 val_loss:5.823739 train_time:24150664ms step_avg:575.23ms step:42048/57344 val_loss:5.834544 train_time:24184724ms step_avg:575.17ms step:42112/57344 val_loss:5.846921 train_time:24218896ms step_avg:575.11ms step:42176/57344 val_loss:5.855831 train_time:24253156ms step_avg:575.05ms step:42240/57344 val_loss:5.874364 train_time:24288127ms step_avg:575.00ms step:42304/57344 val_loss:5.877427 train_time:24322683ms step_avg:574.95ms step:42368/57344 val_loss:5.891029 train_time:24357337ms step_avg:574.90ms step:42432/57344 val_loss:5.894765 train_time:24391947ms step_avg:574.85ms step:42496/57344 val_loss:5.906126 train_time:24426454ms step_avg:574.79ms step:42560/57344 val_loss:5.916362 train_time:24461050ms step_avg:574.74ms step:42624/57344 val_loss:5.923081 train_time:24495730ms step_avg:574.69ms step:42688/57344 val_loss:5.931384 train_time:24530905ms step_avg:574.66ms step:42752/57344 val_loss:5.939623 train_time:24569989ms step_avg:574.71ms step:42816/57344 val_loss:5.941106 train_time:24604687ms step_avg:574.66ms step:42880/57344 val_loss:5.949475 train_time:24640040ms step_avg:574.63ms step:42944/57344 val_loss:5.944251 train_time:24743273ms step_avg:576.18ms step:43008/57344 val_loss:5.937825 train_time:24777407ms step_avg:576.11ms step:43072/57344 val_loss:5.929796 train_time:24812179ms step_avg:576.06ms step:43136/57344 val_loss:5.913666 train_time:24847159ms step_avg:576.02ms step:43200/57344 val_loss:5.891812 train_time:24882667ms step_avg:575.99ms step:43264/57344 val_loss:5.870100 train_time:24917501ms step_avg:575.94ms step:43328/57344 val_loss:5.847303 train_time:24952127ms step_avg:575.89ms step:43392/57344 val_loss:5.814780 train_time:24989419ms step_avg:575.90ms step:43456/57344 val_loss:5.802860 train_time:25056664ms step_avg:576.60ms step:43520/57344 val_loss:5.776017 train_time:25106688ms step_avg:576.90ms step:43584/57344 val_loss:5.755119 train_time:25141362ms step_avg:576.85ms step:43648/57344 val_loss:5.734976 train_time:25176277ms step_avg:576.80ms step:43712/57344 val_loss:5.717041 train_time:25211027ms step_avg:576.75ms step:43776/57344 val_loss:5.703759 train_time:25245766ms step_avg:576.70ms step:43840/57344 val_loss:5.692029 train_time:25280388ms step_avg:576.65ms step:43904/57344 val_loss:5.675054 train_time:25314825ms step_avg:576.59ms step:43968/57344 val_loss:5.667020 train_time:25355986ms step_avg:576.69ms step:44032/57344 val_loss:5.655145 train_time:25396136ms step_avg:576.77ms step:44096/57344 val_loss:5.643243 train_time:25430145ms step_avg:576.70ms step:44160/57344 val_loss:5.637422 train_time:25515891ms step_avg:577.81ms step:44224/57344 val_loss:5.627028 train_time:25551292ms step_avg:577.77ms step:44288/57344 val_loss:5.620749 train_time:25700288ms step_avg:580.30ms step:44352/57344 val_loss:5.608880 train_time:25734978ms step_avg:580.24ms step:44416/57344 val_loss:5.600425 train_time:25769584ms step_avg:580.19ms step:44480/57344 val_loss:5.594759 train_time:25804303ms step_avg:580.13ms step:44544/57344 val_loss:5.592071 train_time:25838983ms step_avg:580.08ms step:44608/57344 val_loss:5.579262 train_time:25874062ms step_avg:580.03ms step:44672/57344 val_loss:5.572731 train_time:25908690ms step_avg:579.98ms step:44736/57344 val_loss:5.566231 train_time:25943413ms step_avg:579.92ms step:44800/57344 val_loss:5.560724 train_time:25978106ms step_avg:579.87ms step:44864/57344 val_loss:5.553838 train_time:26013184ms step_avg:579.82ms step:44928/57344 val_loss:5.549256 train_time:26047608ms step_avg:579.76ms step:44992/57344 val_loss:5.542297 train_time:26082183ms step_avg:579.71ms step:45056/57344 val_loss:5.544479 train_time:26128800ms step_avg:579.92ms step:45120/57344 val_loss:5.551186 train_time:26163320ms step_avg:579.86ms step:45184/57344 val_loss:5.559153 train_time:26197826ms step_avg:579.80ms step:45248/57344 val_loss:5.567746 train_time:26232623ms step_avg:579.75ms step:45312/57344 val_loss:5.576434 train_time:26267181ms step_avg:579.70ms step:45376/57344 val_loss:5.587078 train_time:26302064ms step_avg:579.65ms step:45440/57344 val_loss:5.598009 train_time:26337200ms step_avg:579.60ms step:45504/57344 val_loss:5.610972 train_time:26372048ms step_avg:579.55ms step:45568/57344 val_loss:5.621460 train_time:26406987ms step_avg:579.51ms step:45632/57344 val_loss:5.638070 train_time:26446640ms step_avg:579.56ms step:45696/57344 val_loss:5.647486 train_time:26481199ms step_avg:579.51ms step:45760/57344 val_loss:5.659206 train_time:26516841ms step_avg:579.48ms step:45824/57344 val_loss:5.673312 train_time:26551656ms step_avg:579.43ms step:45888/57344 val_loss:5.688259 train_time:26586403ms step_avg:579.38ms step:45952/57344 val_loss:5.700180 train_time:26621257ms step_avg:579.33ms step:46016/57344 val_loss:5.713002 train_time:26656239ms step_avg:579.28ms step:46080/57344 val_loss:5.725313 train_time:26690904ms step_avg:579.23ms step:46144/57344 val_loss:5.738195 train_time:26725908ms step_avg:579.18ms step:46208/57344 val_loss:5.756293 train_time:26760879ms step_avg:579.14ms step:46272/57344 val_loss:5.767856 train_time:26795415ms step_avg:579.08ms step:46336/57344 val_loss:5.775228 train_time:26829942ms step_avg:579.03ms step:46400/57344 val_loss:5.789692 train_time:26864486ms step_avg:578.98ms step:46464/57344 val_loss:5.799087 train_time:26899528ms step_avg:578.93ms step:46528/57344 val_loss:5.813019 train_time:26934711ms step_avg:578.89ms step:46592/57344 val_loss:5.820201 train_time:26969200ms step_avg:578.84ms step:46656/57344 val_loss:5.835791 train_time:27036107ms step_avg:579.48ms step:46720/57344 val_loss:5.844876 train_time:27086393ms step_avg:579.76ms step:46784/57344 val_loss:5.853851 train_time:27120656ms step_avg:579.70ms step:46848/57344 val_loss:5.871704 train_time:27157591ms step_avg:579.70ms step:46912/57344 val_loss:5.877258 train_time:27192560ms step_avg:579.65ms step:46976/57344 val_loss:5.897797 train_time:27228642ms step_avg:579.63ms step:47040/57344 val_loss:5.894917 train_time:27263643ms step_avg:579.58ms step:47104/57344 val_loss:5.899468 train_time:27299037ms step_avg:579.55ms step:47168/57344 val_loss:5.901907 train_time:27334201ms step_avg:579.51ms step:47232/57344 val_loss:5.902164 train_time:27369375ms step_avg:579.47ms step:47296/57344 val_loss:5.892847 train_time:27404301ms step_avg:579.42ms step:47360/57344 val_loss:5.879344 train_time:27461853ms step_avg:579.85ms step:47424/57344 val_loss:5.857492 train_time:27630393ms step_avg:582.62ms step:47488/57344 val_loss:5.831481 train_time:27665088ms step_avg:582.57ms step:47552/57344 val_loss:5.802512 train_time:27740002ms step_avg:583.36ms step:47616/57344 val_loss:5.777002 train_time:27774848ms step_avg:583.31ms step:47680/57344 val_loss:5.752609 train_time:27810257ms step_avg:583.27ms step:47744/57344 val_loss:5.728514 train_time:27845662ms step_avg:583.23ms step:47808/57344 val_loss:5.709937 train_time:27880867ms step_avg:583.18ms step:47872/57344 val_loss:5.692632 train_time:27916102ms step_avg:583.14ms step:47936/57344 val_loss:5.681762 train_time:27951777ms step_avg:583.11ms step:48000/57344 val_loss:5.659550 train_time:27986794ms step_avg:583.06ms step:48064/57344 val_loss:5.645223 train_time:28050344ms step_avg:583.60ms step:48128/57344 val_loss:5.632010 train_time:28187394ms step_avg:585.68ms step:48192/57344 val_loss:5.621907 train_time:28257516ms step_avg:586.35ms step:48256/57344 val_loss:5.611989 train_time:28321303ms step_avg:586.90ms step:48320/57344 val_loss:5.599409 train_time:28394587ms step_avg:587.64ms step:48384/57344 val_loss:5.596268 train_time:28429876ms step_avg:587.59ms step:48448/57344 val_loss:5.582804 train_time:28465757ms step_avg:587.55ms step:48512/57344 val_loss:5.570768 train_time:28500849ms step_avg:587.50ms step:48576/57344 val_loss:5.563162 train_time:28546891ms step_avg:587.67ms step:48640/57344 val_loss:5.555359 train_time:28581636ms step_avg:587.62ms step:48704/57344 val_loss:5.550089 train_time:28617105ms step_avg:587.57ms step:48768/57344 val_loss:5.544346 train_time:28652230ms step_avg:587.52ms step:48832/57344 val_loss:5.536995 train_time:28687497ms step_avg:587.47ms step:48896/57344 val_loss:5.531327 train_time:28722824ms step_avg:587.43ms step:48960/57344 val_loss:5.526346 train_time:28757926ms step_avg:587.38ms step:49024/57344 val_loss:5.524518 train_time:28793260ms step_avg:587.33ms step:49088/57344 val_loss:5.516452 train_time:28830618ms step_avg:587.33ms step:49152/57344 val_loss:5.509875 train_time:28872350ms step_avg:587.41ms step:49216/57344 val_loss:5.505832 train_time:28907428ms step_avg:587.36ms step:49280/57344 val_loss:5.502330 train_time:28942453ms step_avg:587.31ms step:49344/57344 val_loss:5.494663 train_time:28977407ms step_avg:587.25ms step:49408/57344 val_loss:5.492581 train_time:29012687ms step_avg:587.21ms step:49472/57344 val_loss:5.487586 train_time:29047871ms step_avg:587.16ms step:49536/57344 val_loss:5.484352 train_time:29082944ms step_avg:587.11ms step:49600/57344 val_loss:5.480047 train_time:29184381ms step_avg:588.39ms step:49664/57344 val_loss:5.477690 train_time:29226907ms step_avg:588.49ms step:49728/57344 val_loss:5.474648 train_time:29261890ms step_avg:588.44ms step:49792/57344 val_loss:5.469898 train_time:29297009ms step_avg:588.39ms step:49856/57344 val_loss:5.466804 train_time:29332427ms step_avg:588.34ms step:49920/57344 val_loss:5.462715 train_time:29367801ms step_avg:588.30ms step:49984/57344 val_loss:5.460168 train_time:29402956ms step_avg:588.25ms step:50048/57344 val_loss:5.456926 train_time:29438270ms step_avg:588.20ms step:50112/57344 val_loss:5.455181 train_time:29473902ms step_avg:588.16ms step:50176/57344 val_loss:5.449932 train_time:29509305ms step_avg:588.12ms step:50240/57344 val_loss:5.446966 train_time:29544709ms step_avg:588.07ms step:50304/57344 val_loss:5.445749 train_time:29580105ms step_avg:588.03ms step:50368/57344 val_loss:5.442234 train_time:29615652ms step_avg:587.99ms step:50432/57344 val_loss:5.437803 train_time:29652729ms step_avg:587.97ms step:50496/57344 val_loss:5.436185 train_time:29687953ms step_avg:587.93ms step:50560/57344 val_loss:5.431937 train_time:29722909ms step_avg:587.87ms step:50624/57344 val_loss:5.430612 train_time:29758591ms step_avg:587.84ms step:50688/57344 val_loss:5.428927 train_time:29797152ms step_avg:587.85ms step:50752/57344 val_loss:5.425698 train_time:29832461ms step_avg:587.81ms step:50816/57344 val_loss:5.422413 train_time:29868017ms step_avg:587.77ms step:50880/57344 val_loss:5.421695 train_time:29904066ms step_avg:587.74ms step:50944/57344 val_loss:5.418712 train_time:29940051ms step_avg:587.71ms step:51008/57344 val_loss:5.415042 train_time:29975185ms step_avg:587.66ms step:51072/57344 val_loss:5.411607 train_time:30016337ms step_avg:587.73ms step:51136/57344 val_loss:5.409361 train_time:30094028ms step_avg:588.51ms step:51200/57344 val_loss:5.407613 train_time:30198342ms step_avg:589.81ms step:51264/57344 val_loss:5.406591 train_time:30233834ms step_avg:589.77ms step:51328/57344 val_loss:5.404155 train_time:30269107ms step_avg:589.72ms step:51392/57344 val_loss:5.401775 train_time:30304605ms step_avg:589.68ms step:51456/57344 val_loss:5.404428 train_time:30340036ms step_avg:589.63ms step:51520/57344 val_loss:5.397223 train_time:30375043ms step_avg:589.58ms step:51584/57344 val_loss:5.395511 train_time:30410425ms step_avg:589.53ms step:51648/57344 val_loss:5.393268 train_time:30445528ms step_avg:589.48ms step:51712/57344 val_loss:5.390558 train_time:30480976ms step_avg:589.44ms step:51776/57344 val_loss:5.389056 train_time:30516242ms step_avg:589.39ms step:51840/57344 val_loss:5.388100 train_time:30551838ms step_avg:589.35ms step:51904/57344 val_loss:5.383886 train_time:30587621ms step_avg:589.31ms step:51968/57344 val_loss:5.381837 train_time:30623334ms step_avg:589.27ms step:52032/57344 val_loss:5.380775 train_time:30659141ms step_avg:589.24ms step:52096/57344 val_loss:5.378386 train_time:30694368ms step_avg:589.19ms step:52160/57344 val_loss:5.376794 train_time:30729668ms step_avg:589.14ms step:52224/57344 val_loss:5.375344 train_time:30765369ms step_avg:589.10ms step:52288/57344 val_loss:5.375767 train_time:30801165ms step_avg:589.07ms step:52352/57344 val_loss:5.371130 train_time:30848043ms step_avg:589.24ms step:52416/57344 val_loss:5.369224 train_time:30901541ms step_avg:589.54ms step:52480/57344 val_loss:5.370637 train_time:31037158ms step_avg:591.41ms step:52544/57344 val_loss:5.366584 train_time:31090092ms step_avg:591.70ms step:52608/57344 val_loss:5.364900 train_time:31149748ms step_avg:592.11ms step:52672/57344 val_loss:5.362838 train_time:31185040ms step_avg:592.06ms step:52736/57344 val_loss:5.362185 train_time:31221324ms step_avg:592.03ms step:52800/57344 val_loss:5.360997 train_time:31257516ms step_avg:592.00ms step:52864/57344 val_loss:5.359124 train_time:31293190ms step_avg:591.96ms step:52928/57344 val_loss:5.358187 train_time:31329372ms step_avg:591.92ms step:52992/57344 val_loss:5.356282 train_time:31364959ms step_avg:591.88ms step:53056/57344 val_loss:5.355115 train_time:31400641ms step_avg:591.84ms step:53120/57344 val_loss:5.352453 train_time:31436443ms step_avg:591.80ms step:53184/57344 val_loss:5.351868 train_time:31471964ms step_avg:591.76ms step:53248/57344 val_loss:5.350027 train_time:31507955ms step_avg:591.72ms step:53312/57344 val_loss:5.349732 train_time:31544471ms step_avg:591.70ms step:53376/57344 val_loss:5.346778 train_time:31579970ms step_avg:591.65ms step:53440/57344 val_loss:5.346203 train_time:31615830ms step_avg:591.61ms step:53504/57344 val_loss:5.344517 train_time:31651919ms step_avg:591.58ms step:53568/57344 val_loss:5.345055 train_time:31688739ms step_avg:591.56ms step:53632/57344 val_loss:5.341630 train_time:31724651ms step_avg:591.52ms step:53696/57344 val_loss:5.341227 train_time:31766526ms step_avg:591.60ms step:53760/57344 val_loss:5.339957 train_time:31973948ms step_avg:594.75ms step:53824/57344 val_loss:5.338264 train_time:32067153ms step_avg:595.78ms step:53888/57344 val_loss:5.337718 train_time:32102673ms step_avg:595.73ms step:53952/57344 val_loss:5.336123 train_time:32138028ms step_avg:595.68ms step:54016/57344 val_loss:5.334979 train_time:32174172ms step_avg:595.64ms step:54080/57344 val_loss:5.334038 train_time:32209815ms step_avg:595.60ms step:54144/57344 val_loss:5.332578 train_time:32245658ms step_avg:595.55ms step:54208/57344 val_loss:5.331984 train_time:32281839ms step_avg:595.52ms step:54272/57344 val_loss:5.330531 train_time:32317859ms step_avg:595.48ms step:54336/57344 val_loss:5.331734 train_time:32354697ms step_avg:595.46ms step:54400/57344 val_loss:5.329116 train_time:32390675ms step_avg:595.42ms step:54464/57344 val_loss:5.327961 train_time:32426781ms step_avg:595.38ms step:54528/57344 val_loss:5.327446 train_time:32463097ms step_avg:595.35ms step:54592/57344 val_loss:5.326375 train_time:32499562ms step_avg:595.32ms step:54656/57344 val_loss:5.324928 train_time:32535581ms step_avg:595.28ms step:54720/57344 val_loss:5.323860 train_time:32571755ms step_avg:595.24ms step:54784/57344 val_loss:5.322510 train_time:32697841ms step_avg:596.85ms step:54848/57344 val_loss:5.322264 train_time:32786644ms step_avg:597.77ms step:54912/57344 val_loss:5.321797 train_time:32823066ms step_avg:597.74ms step:54976/57344 val_loss:5.319905 train_time:32858918ms step_avg:597.70ms step:55040/57344 val_loss:5.319589 train_time:32895098ms step_avg:597.66ms step:55104/57344 val_loss:5.318570 train_time:32931575ms step_avg:597.63ms step:55168/57344 val_loss:5.317809 train_time:32967580ms step_avg:597.59ms step:55232/57344 val_loss:5.317148 train_time:33003329ms step_avg:597.54ms step:55296/57344 val_loss:5.316221 train_time:33039314ms step_avg:597.50ms step:55360/57344 val_loss:5.315194 train_time:33075408ms step_avg:597.46ms step:55424/57344 val_loss:5.314674 train_time:33111367ms step_avg:597.42ms step:55488/57344 val_loss:5.314028 train_time:33147445ms step_avg:597.38ms step:55552/57344 val_loss:5.313580 train_time:33183793ms step_avg:597.35ms step:55616/57344 val_loss:5.312858 train_time:33219949ms step_avg:597.31ms step:55680/57344 val_loss:5.311756 train_time:33256107ms step_avg:597.27ms step:55744/57344 val_loss:5.311058 train_time:33293112ms step_avg:597.25ms step:55808/57344 val_loss:5.311450 train_time:33330097ms step_avg:597.23ms step:55872/57344 val_loss:5.310041 train_time:33367043ms step_avg:597.21ms step:55936/57344 val_loss:5.309947 train_time:33403635ms step_avg:597.18ms step:56000/57344 val_loss:5.308713 train_time:33439963ms step_avg:597.14ms step:56064/57344 val_loss:5.308554 train_time:33476175ms step_avg:597.11ms step:56128/57344 val_loss:5.307552 train_time:33512326ms step_avg:597.07ms step:56192/57344 val_loss:5.307443 train_time:33548760ms step_avg:597.04ms step:56256/57344 val_loss:5.306889 train_time:33585893ms step_avg:597.02ms step:56320/57344 val_loss:5.306214 train_time:33622613ms step_avg:596.99ms step:56384/57344 val_loss:5.305820 train_time:33658770ms step_avg:596.96ms step:56448/57344 val_loss:5.305137 train_time:33695087ms step_avg:596.92ms step:56512/57344 val_loss:5.304876 train_time:33731160ms step_avg:596.88ms step:56576/57344 val_loss:5.304440 train_time:33767486ms step_avg:596.85ms step:56640/57344 val_loss:5.304251 train_time:33803165ms step_avg:596.81ms step:56704/57344 val_loss:5.303982 train_time:33839509ms step_avg:596.77ms step:56768/57344 val_loss:5.303730 train_time:33877159ms step_avg:596.77ms step:56832/57344 val_loss:5.303309 train_time:33913515ms step_avg:596.73ms step:56896/57344 val_loss:5.302948 train_time:33950699ms step_avg:596.72ms step:56960/57344 val_loss:5.302761 train_time:33987944ms step_avg:596.70ms step:57024/57344 val_loss:5.302407 train_time:34024070ms step_avg:596.66ms step:57088/57344 val_loss:5.302102 train_time:34060595ms step_avg:596.63ms step:57152/57344 val_loss:5.301837 train_time:34097318ms step_avg:596.61ms step:57216/57344 val_loss:5.301659 train_time:34133866ms step_avg:596.58ms step:57280/57344 val_loss:5.301528 train_time:34170859ms step_avg:596.56ms step:57344/57344 val_loss:5.301472 train_time:34207380ms step_avg:596.53ms