| { | |
| "best_metric": 0.9087524752475248, | |
| "best_model_checkpoint": "vit-base-patch16-224-food101-24-12/checkpoint-9468", | |
| "epoch": 11.996198923028192, | |
| "eval_steps": 500, | |
| "global_step": 9468, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.01, | |
| "learning_rate": 5.279831045406548e-07, | |
| "loss": 4.7321, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 0.03, | |
| "learning_rate": 1.0559662090813095e-06, | |
| "loss": 4.7605, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 0.04, | |
| "learning_rate": 1.583949313621964e-06, | |
| "loss": 4.7376, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 0.05, | |
| "learning_rate": 2.111932418162619e-06, | |
| "loss": 4.7398, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 0.06, | |
| "learning_rate": 2.6399155227032734e-06, | |
| "loss": 4.7073, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 0.08, | |
| "learning_rate": 3.167898627243928e-06, | |
| "loss": 4.7126, | |
| "step": 60 | |
| }, | |
| { | |
| "epoch": 0.09, | |
| "learning_rate": 3.6958817317845833e-06, | |
| "loss": 4.6702, | |
| "step": 70 | |
| }, | |
| { | |
| "epoch": 0.1, | |
| "learning_rate": 4.223864836325238e-06, | |
| "loss": 4.6758, | |
| "step": 80 | |
| }, | |
| { | |
| "epoch": 0.11, | |
| "learning_rate": 4.751847940865893e-06, | |
| "loss": 4.6361, | |
| "step": 90 | |
| }, | |
| { | |
| "epoch": 0.13, | |
| "learning_rate": 5.279831045406547e-06, | |
| "loss": 4.6163, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 0.14, | |
| "learning_rate": 5.807814149947202e-06, | |
| "loss": 4.5574, | |
| "step": 110 | |
| }, | |
| { | |
| "epoch": 0.15, | |
| "learning_rate": 6.335797254487856e-06, | |
| "loss": 4.5759, | |
| "step": 120 | |
| }, | |
| { | |
| "epoch": 0.16, | |
| "learning_rate": 6.863780359028511e-06, | |
| "loss": 4.5049, | |
| "step": 130 | |
| }, | |
| { | |
| "epoch": 0.18, | |
| "learning_rate": 7.3917634635691666e-06, | |
| "loss": 4.4914, | |
| "step": 140 | |
| }, | |
| { | |
| "epoch": 0.19, | |
| "learning_rate": 7.91974656810982e-06, | |
| "loss": 4.4415, | |
| "step": 150 | |
| }, | |
| { | |
| "epoch": 0.2, | |
| "learning_rate": 8.447729672650476e-06, | |
| "loss": 4.3876, | |
| "step": 160 | |
| }, | |
| { | |
| "epoch": 0.22, | |
| "learning_rate": 8.97571277719113e-06, | |
| "loss": 4.3585, | |
| "step": 170 | |
| }, | |
| { | |
| "epoch": 0.23, | |
| "learning_rate": 9.503695881731786e-06, | |
| "loss": 4.2945, | |
| "step": 180 | |
| }, | |
| { | |
| "epoch": 0.24, | |
| "learning_rate": 1.003167898627244e-05, | |
| "loss": 4.2143, | |
| "step": 190 | |
| }, | |
| { | |
| "epoch": 0.25, | |
| "learning_rate": 1.0559662090813093e-05, | |
| "loss": 4.1554, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 0.27, | |
| "learning_rate": 1.108764519535375e-05, | |
| "loss": 4.1295, | |
| "step": 210 | |
| }, | |
| { | |
| "epoch": 0.28, | |
| "learning_rate": 1.1615628299894405e-05, | |
| "loss": 4.0607, | |
| "step": 220 | |
| }, | |
| { | |
| "epoch": 0.29, | |
| "learning_rate": 1.2143611404435058e-05, | |
| "loss": 3.9732, | |
| "step": 230 | |
| }, | |
| { | |
| "epoch": 0.3, | |
| "learning_rate": 1.2671594508975712e-05, | |
| "loss": 3.9025, | |
| "step": 240 | |
| }, | |
| { | |
| "epoch": 0.32, | |
| "learning_rate": 1.3199577613516367e-05, | |
| "loss": 3.8099, | |
| "step": 250 | |
| }, | |
| { | |
| "epoch": 0.33, | |
| "learning_rate": 1.3727560718057022e-05, | |
| "loss": 3.7876, | |
| "step": 260 | |
| }, | |
| { | |
| "epoch": 0.34, | |
| "learning_rate": 1.4255543822597678e-05, | |
| "loss": 3.6526, | |
| "step": 270 | |
| }, | |
| { | |
| "epoch": 0.35, | |
| "learning_rate": 1.4783526927138333e-05, | |
| "loss": 3.5845, | |
| "step": 280 | |
| }, | |
| { | |
| "epoch": 0.37, | |
| "learning_rate": 1.531151003167899e-05, | |
| "loss": 3.4803, | |
| "step": 290 | |
| }, | |
| { | |
| "epoch": 0.38, | |
| "learning_rate": 1.583949313621964e-05, | |
| "loss": 3.3879, | |
| "step": 300 | |
| }, | |
| { | |
| "epoch": 0.39, | |
| "learning_rate": 1.6367476240760296e-05, | |
| "loss": 3.3099, | |
| "step": 310 | |
| }, | |
| { | |
| "epoch": 0.41, | |
| "learning_rate": 1.6895459345300952e-05, | |
| "loss": 3.2601, | |
| "step": 320 | |
| }, | |
| { | |
| "epoch": 0.42, | |
| "learning_rate": 1.7423442449841605e-05, | |
| "loss": 3.143, | |
| "step": 330 | |
| }, | |
| { | |
| "epoch": 0.43, | |
| "learning_rate": 1.795142555438226e-05, | |
| "loss": 3.0135, | |
| "step": 340 | |
| }, | |
| { | |
| "epoch": 0.44, | |
| "learning_rate": 1.8479408658922915e-05, | |
| "loss": 2.9166, | |
| "step": 350 | |
| }, | |
| { | |
| "epoch": 0.46, | |
| "learning_rate": 1.900739176346357e-05, | |
| "loss": 2.8081, | |
| "step": 360 | |
| }, | |
| { | |
| "epoch": 0.47, | |
| "learning_rate": 1.9535374868004224e-05, | |
| "loss": 2.7199, | |
| "step": 370 | |
| }, | |
| { | |
| "epoch": 0.48, | |
| "learning_rate": 2.006335797254488e-05, | |
| "loss": 2.6399, | |
| "step": 380 | |
| }, | |
| { | |
| "epoch": 0.49, | |
| "learning_rate": 2.0591341077085534e-05, | |
| "loss": 2.5767, | |
| "step": 390 | |
| }, | |
| { | |
| "epoch": 0.51, | |
| "learning_rate": 2.1119324181626187e-05, | |
| "loss": 2.4601, | |
| "step": 400 | |
| }, | |
| { | |
| "epoch": 0.52, | |
| "learning_rate": 2.1647307286166843e-05, | |
| "loss": 2.4189, | |
| "step": 410 | |
| }, | |
| { | |
| "epoch": 0.53, | |
| "learning_rate": 2.21752903907075e-05, | |
| "loss": 2.3383, | |
| "step": 420 | |
| }, | |
| { | |
| "epoch": 0.54, | |
| "learning_rate": 2.2703273495248153e-05, | |
| "loss": 2.228, | |
| "step": 430 | |
| }, | |
| { | |
| "epoch": 0.56, | |
| "learning_rate": 2.323125659978881e-05, | |
| "loss": 2.18, | |
| "step": 440 | |
| }, | |
| { | |
| "epoch": 0.57, | |
| "learning_rate": 2.3759239704329462e-05, | |
| "loss": 2.1478, | |
| "step": 450 | |
| }, | |
| { | |
| "epoch": 0.58, | |
| "learning_rate": 2.4287222808870115e-05, | |
| "loss": 2.0206, | |
| "step": 460 | |
| }, | |
| { | |
| "epoch": 0.6, | |
| "learning_rate": 2.4815205913410772e-05, | |
| "loss": 2.0058, | |
| "step": 470 | |
| }, | |
| { | |
| "epoch": 0.61, | |
| "learning_rate": 2.5343189017951425e-05, | |
| "loss": 1.8837, | |
| "step": 480 | |
| }, | |
| { | |
| "epoch": 0.62, | |
| "learning_rate": 2.587117212249208e-05, | |
| "loss": 1.9035, | |
| "step": 490 | |
| }, | |
| { | |
| "epoch": 0.63, | |
| "learning_rate": 2.6399155227032734e-05, | |
| "loss": 1.8204, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 0.65, | |
| "learning_rate": 2.6927138331573394e-05, | |
| "loss": 1.7103, | |
| "step": 510 | |
| }, | |
| { | |
| "epoch": 0.66, | |
| "learning_rate": 2.7455121436114044e-05, | |
| "loss": 1.7171, | |
| "step": 520 | |
| }, | |
| { | |
| "epoch": 0.67, | |
| "learning_rate": 2.7983104540654697e-05, | |
| "loss": 1.7244, | |
| "step": 530 | |
| }, | |
| { | |
| "epoch": 0.68, | |
| "learning_rate": 2.8511087645195357e-05, | |
| "loss": 1.5953, | |
| "step": 540 | |
| }, | |
| { | |
| "epoch": 0.7, | |
| "learning_rate": 2.903907074973601e-05, | |
| "loss": 1.5964, | |
| "step": 550 | |
| }, | |
| { | |
| "epoch": 0.71, | |
| "learning_rate": 2.9567053854276666e-05, | |
| "loss": 1.5343, | |
| "step": 560 | |
| }, | |
| { | |
| "epoch": 0.72, | |
| "learning_rate": 3.009503695881732e-05, | |
| "loss": 1.4742, | |
| "step": 570 | |
| }, | |
| { | |
| "epoch": 0.73, | |
| "learning_rate": 3.062302006335798e-05, | |
| "loss": 1.4262, | |
| "step": 580 | |
| }, | |
| { | |
| "epoch": 0.75, | |
| "learning_rate": 3.115100316789863e-05, | |
| "loss": 1.4852, | |
| "step": 590 | |
| }, | |
| { | |
| "epoch": 0.76, | |
| "learning_rate": 3.167898627243928e-05, | |
| "loss": 1.4358, | |
| "step": 600 | |
| }, | |
| { | |
| "epoch": 0.77, | |
| "learning_rate": 3.220696937697994e-05, | |
| "loss": 1.4185, | |
| "step": 610 | |
| }, | |
| { | |
| "epoch": 0.79, | |
| "learning_rate": 3.273495248152059e-05, | |
| "loss": 1.3694, | |
| "step": 620 | |
| }, | |
| { | |
| "epoch": 0.8, | |
| "learning_rate": 3.326293558606125e-05, | |
| "loss": 1.3709, | |
| "step": 630 | |
| }, | |
| { | |
| "epoch": 0.81, | |
| "learning_rate": 3.3790918690601904e-05, | |
| "loss": 1.3193, | |
| "step": 640 | |
| }, | |
| { | |
| "epoch": 0.82, | |
| "learning_rate": 3.4318901795142554e-05, | |
| "loss": 1.4211, | |
| "step": 650 | |
| }, | |
| { | |
| "epoch": 0.84, | |
| "learning_rate": 3.484688489968321e-05, | |
| "loss": 1.3435, | |
| "step": 660 | |
| }, | |
| { | |
| "epoch": 0.85, | |
| "learning_rate": 3.537486800422387e-05, | |
| "loss": 1.3005, | |
| "step": 670 | |
| }, | |
| { | |
| "epoch": 0.86, | |
| "learning_rate": 3.590285110876452e-05, | |
| "loss": 1.1692, | |
| "step": 680 | |
| }, | |
| { | |
| "epoch": 0.87, | |
| "learning_rate": 3.643083421330517e-05, | |
| "loss": 1.25, | |
| "step": 690 | |
| }, | |
| { | |
| "epoch": 0.89, | |
| "learning_rate": 3.695881731784583e-05, | |
| "loss": 1.2043, | |
| "step": 700 | |
| }, | |
| { | |
| "epoch": 0.9, | |
| "learning_rate": 3.7486800422386486e-05, | |
| "loss": 1.1453, | |
| "step": 710 | |
| }, | |
| { | |
| "epoch": 0.91, | |
| "learning_rate": 3.801478352692714e-05, | |
| "loss": 1.1902, | |
| "step": 720 | |
| }, | |
| { | |
| "epoch": 0.92, | |
| "learning_rate": 3.85427666314678e-05, | |
| "loss": 1.0975, | |
| "step": 730 | |
| }, | |
| { | |
| "epoch": 0.94, | |
| "learning_rate": 3.907074973600845e-05, | |
| "loss": 1.1942, | |
| "step": 740 | |
| }, | |
| { | |
| "epoch": 0.95, | |
| "learning_rate": 3.9598732840549105e-05, | |
| "loss": 1.1149, | |
| "step": 750 | |
| }, | |
| { | |
| "epoch": 0.96, | |
| "learning_rate": 4.012671594508976e-05, | |
| "loss": 1.073, | |
| "step": 760 | |
| }, | |
| { | |
| "epoch": 0.98, | |
| "learning_rate": 4.065469904963041e-05, | |
| "loss": 1.1291, | |
| "step": 770 | |
| }, | |
| { | |
| "epoch": 0.99, | |
| "learning_rate": 4.118268215417107e-05, | |
| "loss": 1.1313, | |
| "step": 780 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.8388118811881188, | |
| "eval_loss": 0.74864262342453, | |
| "eval_runtime": 433.8932, | |
| "eval_samples_per_second": 58.194, | |
| "eval_steps_per_second": 2.427, | |
| "step": 789 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "learning_rate": 4.1710665258711724e-05, | |
| "loss": 1.0484, | |
| "step": 790 | |
| }, | |
| { | |
| "epoch": 1.01, | |
| "learning_rate": 4.2238648363252374e-05, | |
| "loss": 1.0187, | |
| "step": 800 | |
| }, | |
| { | |
| "epoch": 1.03, | |
| "learning_rate": 4.276663146779304e-05, | |
| "loss": 1.0388, | |
| "step": 810 | |
| }, | |
| { | |
| "epoch": 1.04, | |
| "learning_rate": 4.3294614572333687e-05, | |
| "loss": 0.9651, | |
| "step": 820 | |
| }, | |
| { | |
| "epoch": 1.05, | |
| "learning_rate": 4.382259767687434e-05, | |
| "loss": 1.0045, | |
| "step": 830 | |
| }, | |
| { | |
| "epoch": 1.06, | |
| "learning_rate": 4.4350580781415e-05, | |
| "loss": 1.0133, | |
| "step": 840 | |
| }, | |
| { | |
| "epoch": 1.08, | |
| "learning_rate": 4.487856388595565e-05, | |
| "loss": 1.0171, | |
| "step": 850 | |
| }, | |
| { | |
| "epoch": 1.09, | |
| "learning_rate": 4.5406546990496306e-05, | |
| "loss": 0.931, | |
| "step": 860 | |
| }, | |
| { | |
| "epoch": 1.1, | |
| "learning_rate": 4.593453009503696e-05, | |
| "loss": 0.9787, | |
| "step": 870 | |
| }, | |
| { | |
| "epoch": 1.11, | |
| "learning_rate": 4.646251319957762e-05, | |
| "loss": 0.9846, | |
| "step": 880 | |
| }, | |
| { | |
| "epoch": 1.13, | |
| "learning_rate": 4.699049630411827e-05, | |
| "loss": 0.9665, | |
| "step": 890 | |
| }, | |
| { | |
| "epoch": 1.14, | |
| "learning_rate": 4.7518479408658925e-05, | |
| "loss": 0.9952, | |
| "step": 900 | |
| }, | |
| { | |
| "epoch": 1.15, | |
| "learning_rate": 4.804646251319958e-05, | |
| "loss": 0.9814, | |
| "step": 910 | |
| }, | |
| { | |
| "epoch": 1.17, | |
| "learning_rate": 4.857444561774023e-05, | |
| "loss": 1.0165, | |
| "step": 920 | |
| }, | |
| { | |
| "epoch": 1.18, | |
| "learning_rate": 4.9102428722280894e-05, | |
| "loss": 0.8622, | |
| "step": 930 | |
| }, | |
| { | |
| "epoch": 1.19, | |
| "learning_rate": 4.9630411826821544e-05, | |
| "loss": 0.8663, | |
| "step": 940 | |
| }, | |
| { | |
| "epoch": 1.2, | |
| "learning_rate": 4.998239643234363e-05, | |
| "loss": 0.9124, | |
| "step": 950 | |
| }, | |
| { | |
| "epoch": 1.22, | |
| "learning_rate": 4.992371787348903e-05, | |
| "loss": 0.9258, | |
| "step": 960 | |
| }, | |
| { | |
| "epoch": 1.23, | |
| "learning_rate": 4.986503931463444e-05, | |
| "loss": 0.8318, | |
| "step": 970 | |
| }, | |
| { | |
| "epoch": 1.24, | |
| "learning_rate": 4.980636075577984e-05, | |
| "loss": 0.9504, | |
| "step": 980 | |
| }, | |
| { | |
| "epoch": 1.25, | |
| "learning_rate": 4.974768219692524e-05, | |
| "loss": 0.9543, | |
| "step": 990 | |
| }, | |
| { | |
| "epoch": 1.27, | |
| "learning_rate": 4.968900363807065e-05, | |
| "loss": 0.8992, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 1.28, | |
| "learning_rate": 4.963032507921605e-05, | |
| "loss": 0.8345, | |
| "step": 1010 | |
| }, | |
| { | |
| "epoch": 1.29, | |
| "learning_rate": 4.957164652036146e-05, | |
| "loss": 0.9177, | |
| "step": 1020 | |
| }, | |
| { | |
| "epoch": 1.31, | |
| "learning_rate": 4.951296796150687e-05, | |
| "loss": 0.8676, | |
| "step": 1030 | |
| }, | |
| { | |
| "epoch": 1.32, | |
| "learning_rate": 4.945428940265227e-05, | |
| "loss": 0.9547, | |
| "step": 1040 | |
| }, | |
| { | |
| "epoch": 1.33, | |
| "learning_rate": 4.939561084379768e-05, | |
| "loss": 0.881, | |
| "step": 1050 | |
| }, | |
| { | |
| "epoch": 1.34, | |
| "learning_rate": 4.933693228494308e-05, | |
| "loss": 0.8757, | |
| "step": 1060 | |
| }, | |
| { | |
| "epoch": 1.36, | |
| "learning_rate": 4.927825372608849e-05, | |
| "loss": 0.8854, | |
| "step": 1070 | |
| }, | |
| { | |
| "epoch": 1.37, | |
| "learning_rate": 4.921957516723389e-05, | |
| "loss": 0.9481, | |
| "step": 1080 | |
| }, | |
| { | |
| "epoch": 1.38, | |
| "learning_rate": 4.91608966083793e-05, | |
| "loss": 0.8508, | |
| "step": 1090 | |
| }, | |
| { | |
| "epoch": 1.39, | |
| "learning_rate": 4.91022180495247e-05, | |
| "loss": 0.9418, | |
| "step": 1100 | |
| }, | |
| { | |
| "epoch": 1.41, | |
| "learning_rate": 4.904353949067011e-05, | |
| "loss": 0.895, | |
| "step": 1110 | |
| }, | |
| { | |
| "epoch": 1.42, | |
| "learning_rate": 4.898486093181552e-05, | |
| "loss": 0.8655, | |
| "step": 1120 | |
| }, | |
| { | |
| "epoch": 1.43, | |
| "learning_rate": 4.892618237296092e-05, | |
| "loss": 0.8904, | |
| "step": 1130 | |
| }, | |
| { | |
| "epoch": 1.44, | |
| "learning_rate": 4.886750381410633e-05, | |
| "loss": 0.8441, | |
| "step": 1140 | |
| }, | |
| { | |
| "epoch": 1.46, | |
| "learning_rate": 4.880882525525173e-05, | |
| "loss": 0.92, | |
| "step": 1150 | |
| }, | |
| { | |
| "epoch": 1.47, | |
| "learning_rate": 4.8750146696397135e-05, | |
| "loss": 0.8128, | |
| "step": 1160 | |
| }, | |
| { | |
| "epoch": 1.48, | |
| "learning_rate": 4.8691468137542544e-05, | |
| "loss": 0.8938, | |
| "step": 1170 | |
| }, | |
| { | |
| "epoch": 1.5, | |
| "learning_rate": 4.8632789578687945e-05, | |
| "loss": 0.8494, | |
| "step": 1180 | |
| }, | |
| { | |
| "epoch": 1.51, | |
| "learning_rate": 4.8574111019833354e-05, | |
| "loss": 0.8358, | |
| "step": 1190 | |
| }, | |
| { | |
| "epoch": 1.52, | |
| "learning_rate": 4.851543246097876e-05, | |
| "loss": 0.8194, | |
| "step": 1200 | |
| }, | |
| { | |
| "epoch": 1.53, | |
| "learning_rate": 4.8456753902124165e-05, | |
| "loss": 0.865, | |
| "step": 1210 | |
| }, | |
| { | |
| "epoch": 1.55, | |
| "learning_rate": 4.839807534326957e-05, | |
| "loss": 0.8478, | |
| "step": 1220 | |
| }, | |
| { | |
| "epoch": 1.56, | |
| "learning_rate": 4.8339396784414975e-05, | |
| "loss": 0.848, | |
| "step": 1230 | |
| }, | |
| { | |
| "epoch": 1.57, | |
| "learning_rate": 4.8280718225560384e-05, | |
| "loss": 0.7663, | |
| "step": 1240 | |
| }, | |
| { | |
| "epoch": 1.58, | |
| "learning_rate": 4.8222039666705786e-05, | |
| "loss": 0.8282, | |
| "step": 1250 | |
| }, | |
| { | |
| "epoch": 1.6, | |
| "learning_rate": 4.8163361107851194e-05, | |
| "loss": 0.808, | |
| "step": 1260 | |
| }, | |
| { | |
| "epoch": 1.61, | |
| "learning_rate": 4.8104682548996596e-05, | |
| "loss": 0.8316, | |
| "step": 1270 | |
| }, | |
| { | |
| "epoch": 1.62, | |
| "learning_rate": 4.8046003990142005e-05, | |
| "loss": 0.8828, | |
| "step": 1280 | |
| }, | |
| { | |
| "epoch": 1.63, | |
| "learning_rate": 4.7987325431287414e-05, | |
| "loss": 0.807, | |
| "step": 1290 | |
| }, | |
| { | |
| "epoch": 1.65, | |
| "learning_rate": 4.7928646872432815e-05, | |
| "loss": 0.7693, | |
| "step": 1300 | |
| }, | |
| { | |
| "epoch": 1.66, | |
| "learning_rate": 4.7869968313578224e-05, | |
| "loss": 0.778, | |
| "step": 1310 | |
| }, | |
| { | |
| "epoch": 1.67, | |
| "learning_rate": 4.7811289754723626e-05, | |
| "loss": 0.9324, | |
| "step": 1320 | |
| }, | |
| { | |
| "epoch": 1.69, | |
| "learning_rate": 4.775261119586903e-05, | |
| "loss": 0.9078, | |
| "step": 1330 | |
| }, | |
| { | |
| "epoch": 1.7, | |
| "learning_rate": 4.7693932637014437e-05, | |
| "loss": 0.8247, | |
| "step": 1340 | |
| }, | |
| { | |
| "epoch": 1.71, | |
| "learning_rate": 4.763525407815984e-05, | |
| "loss": 0.8096, | |
| "step": 1350 | |
| }, | |
| { | |
| "epoch": 1.72, | |
| "learning_rate": 4.757657551930525e-05, | |
| "loss": 0.7735, | |
| "step": 1360 | |
| }, | |
| { | |
| "epoch": 1.74, | |
| "learning_rate": 4.7517896960450656e-05, | |
| "loss": 0.7744, | |
| "step": 1370 | |
| }, | |
| { | |
| "epoch": 1.75, | |
| "learning_rate": 4.7459218401596064e-05, | |
| "loss": 0.7176, | |
| "step": 1380 | |
| }, | |
| { | |
| "epoch": 1.76, | |
| "learning_rate": 4.7400539842741466e-05, | |
| "loss": 0.8301, | |
| "step": 1390 | |
| }, | |
| { | |
| "epoch": 1.77, | |
| "learning_rate": 4.734186128388687e-05, | |
| "loss": 0.785, | |
| "step": 1400 | |
| }, | |
| { | |
| "epoch": 1.79, | |
| "learning_rate": 4.728318272503228e-05, | |
| "loss": 0.7677, | |
| "step": 1410 | |
| }, | |
| { | |
| "epoch": 1.8, | |
| "learning_rate": 4.722450416617768e-05, | |
| "loss": 0.8677, | |
| "step": 1420 | |
| }, | |
| { | |
| "epoch": 1.81, | |
| "learning_rate": 4.716582560732309e-05, | |
| "loss": 0.8224, | |
| "step": 1430 | |
| }, | |
| { | |
| "epoch": 1.82, | |
| "learning_rate": 4.710714704846849e-05, | |
| "loss": 0.8225, | |
| "step": 1440 | |
| }, | |
| { | |
| "epoch": 1.84, | |
| "learning_rate": 4.70484684896139e-05, | |
| "loss": 0.7008, | |
| "step": 1450 | |
| }, | |
| { | |
| "epoch": 1.85, | |
| "learning_rate": 4.6989789930759307e-05, | |
| "loss": 0.8088, | |
| "step": 1460 | |
| }, | |
| { | |
| "epoch": 1.86, | |
| "learning_rate": 4.693111137190471e-05, | |
| "loss": 0.7517, | |
| "step": 1470 | |
| }, | |
| { | |
| "epoch": 1.88, | |
| "learning_rate": 4.687243281305012e-05, | |
| "loss": 0.7639, | |
| "step": 1480 | |
| }, | |
| { | |
| "epoch": 1.89, | |
| "learning_rate": 4.681375425419552e-05, | |
| "loss": 0.7977, | |
| "step": 1490 | |
| }, | |
| { | |
| "epoch": 1.9, | |
| "learning_rate": 4.675507569534092e-05, | |
| "loss": 0.7494, | |
| "step": 1500 | |
| }, | |
| { | |
| "epoch": 1.91, | |
| "learning_rate": 4.669639713648633e-05, | |
| "loss": 0.7795, | |
| "step": 1510 | |
| }, | |
| { | |
| "epoch": 1.93, | |
| "learning_rate": 4.663771857763173e-05, | |
| "loss": 0.8071, | |
| "step": 1520 | |
| }, | |
| { | |
| "epoch": 1.94, | |
| "learning_rate": 4.657904001877714e-05, | |
| "loss": 0.7934, | |
| "step": 1530 | |
| }, | |
| { | |
| "epoch": 1.95, | |
| "learning_rate": 4.652036145992255e-05, | |
| "loss": 0.6946, | |
| "step": 1540 | |
| }, | |
| { | |
| "epoch": 1.96, | |
| "learning_rate": 4.646168290106796e-05, | |
| "loss": 0.8218, | |
| "step": 1550 | |
| }, | |
| { | |
| "epoch": 1.98, | |
| "learning_rate": 4.640300434221336e-05, | |
| "loss": 0.7791, | |
| "step": 1560 | |
| }, | |
| { | |
| "epoch": 1.99, | |
| "learning_rate": 4.634432578335876e-05, | |
| "loss": 0.735, | |
| "step": 1570 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.8794851485148515, | |
| "eval_loss": 0.45455387234687805, | |
| "eval_runtime": 436.7879, | |
| "eval_samples_per_second": 57.808, | |
| "eval_steps_per_second": 2.411, | |
| "step": 1578 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "learning_rate": 4.628564722450417e-05, | |
| "loss": 0.7076, | |
| "step": 1580 | |
| }, | |
| { | |
| "epoch": 2.01, | |
| "learning_rate": 4.622696866564957e-05, | |
| "loss": 0.6714, | |
| "step": 1590 | |
| }, | |
| { | |
| "epoch": 2.03, | |
| "learning_rate": 4.616829010679498e-05, | |
| "loss": 0.6392, | |
| "step": 1600 | |
| }, | |
| { | |
| "epoch": 2.04, | |
| "learning_rate": 4.610961154794038e-05, | |
| "loss": 0.5919, | |
| "step": 1610 | |
| }, | |
| { | |
| "epoch": 2.05, | |
| "learning_rate": 4.605093298908579e-05, | |
| "loss": 0.7091, | |
| "step": 1620 | |
| }, | |
| { | |
| "epoch": 2.07, | |
| "learning_rate": 4.59922544302312e-05, | |
| "loss": 0.6893, | |
| "step": 1630 | |
| }, | |
| { | |
| "epoch": 2.08, | |
| "learning_rate": 4.59335758713766e-05, | |
| "loss": 0.6976, | |
| "step": 1640 | |
| }, | |
| { | |
| "epoch": 2.09, | |
| "learning_rate": 4.587489731252201e-05, | |
| "loss": 0.7256, | |
| "step": 1650 | |
| }, | |
| { | |
| "epoch": 2.1, | |
| "learning_rate": 4.581621875366741e-05, | |
| "loss": 0.718, | |
| "step": 1660 | |
| }, | |
| { | |
| "epoch": 2.12, | |
| "learning_rate": 4.575754019481282e-05, | |
| "loss": 0.6529, | |
| "step": 1670 | |
| }, | |
| { | |
| "epoch": 2.13, | |
| "learning_rate": 4.569886163595822e-05, | |
| "loss": 0.6999, | |
| "step": 1680 | |
| }, | |
| { | |
| "epoch": 2.14, | |
| "learning_rate": 4.5640183077103624e-05, | |
| "loss": 0.5651, | |
| "step": 1690 | |
| }, | |
| { | |
| "epoch": 2.15, | |
| "learning_rate": 4.558150451824903e-05, | |
| "loss": 0.6668, | |
| "step": 1700 | |
| }, | |
| { | |
| "epoch": 2.17, | |
| "learning_rate": 4.552282595939444e-05, | |
| "loss": 0.7088, | |
| "step": 1710 | |
| }, | |
| { | |
| "epoch": 2.18, | |
| "learning_rate": 4.546414740053985e-05, | |
| "loss": 0.718, | |
| "step": 1720 | |
| }, | |
| { | |
| "epoch": 2.19, | |
| "learning_rate": 4.540546884168525e-05, | |
| "loss": 0.653, | |
| "step": 1730 | |
| }, | |
| { | |
| "epoch": 2.2, | |
| "learning_rate": 4.5346790282830654e-05, | |
| "loss": 0.6871, | |
| "step": 1740 | |
| }, | |
| { | |
| "epoch": 2.22, | |
| "learning_rate": 4.528811172397606e-05, | |
| "loss": 0.6931, | |
| "step": 1750 | |
| }, | |
| { | |
| "epoch": 2.23, | |
| "learning_rate": 4.5229433165121465e-05, | |
| "loss": 0.747, | |
| "step": 1760 | |
| }, | |
| { | |
| "epoch": 2.24, | |
| "learning_rate": 4.517075460626687e-05, | |
| "loss": 0.6392, | |
| "step": 1770 | |
| }, | |
| { | |
| "epoch": 2.26, | |
| "learning_rate": 4.5112076047412275e-05, | |
| "loss": 0.7104, | |
| "step": 1780 | |
| }, | |
| { | |
| "epoch": 2.27, | |
| "learning_rate": 4.5053397488557684e-05, | |
| "loss": 0.6808, | |
| "step": 1790 | |
| }, | |
| { | |
| "epoch": 2.28, | |
| "learning_rate": 4.499471892970309e-05, | |
| "loss": 0.6675, | |
| "step": 1800 | |
| }, | |
| { | |
| "epoch": 2.29, | |
| "learning_rate": 4.4936040370848494e-05, | |
| "loss": 0.6461, | |
| "step": 1810 | |
| }, | |
| { | |
| "epoch": 2.31, | |
| "learning_rate": 4.48773618119939e-05, | |
| "loss": 0.6669, | |
| "step": 1820 | |
| }, | |
| { | |
| "epoch": 2.32, | |
| "learning_rate": 4.4818683253139305e-05, | |
| "loss": 0.6387, | |
| "step": 1830 | |
| }, | |
| { | |
| "epoch": 2.33, | |
| "learning_rate": 4.4760004694284714e-05, | |
| "loss": 0.6679, | |
| "step": 1840 | |
| }, | |
| { | |
| "epoch": 2.34, | |
| "learning_rate": 4.4701326135430115e-05, | |
| "loss": 0.6725, | |
| "step": 1850 | |
| }, | |
| { | |
| "epoch": 2.36, | |
| "learning_rate": 4.464264757657552e-05, | |
| "loss": 0.7168, | |
| "step": 1860 | |
| }, | |
| { | |
| "epoch": 2.37, | |
| "learning_rate": 4.4583969017720926e-05, | |
| "loss": 0.7364, | |
| "step": 1870 | |
| }, | |
| { | |
| "epoch": 2.38, | |
| "learning_rate": 4.452529045886633e-05, | |
| "loss": 0.7204, | |
| "step": 1880 | |
| }, | |
| { | |
| "epoch": 2.39, | |
| "learning_rate": 4.4466611900011736e-05, | |
| "loss": 0.6845, | |
| "step": 1890 | |
| }, | |
| { | |
| "epoch": 2.41, | |
| "learning_rate": 4.4407933341157145e-05, | |
| "loss": 0.6558, | |
| "step": 1900 | |
| }, | |
| { | |
| "epoch": 2.42, | |
| "learning_rate": 4.434925478230255e-05, | |
| "loss": 0.6554, | |
| "step": 1910 | |
| }, | |
| { | |
| "epoch": 2.43, | |
| "learning_rate": 4.4290576223447956e-05, | |
| "loss": 0.7502, | |
| "step": 1920 | |
| }, | |
| { | |
| "epoch": 2.45, | |
| "learning_rate": 4.423189766459336e-05, | |
| "loss": 0.6157, | |
| "step": 1930 | |
| }, | |
| { | |
| "epoch": 2.46, | |
| "learning_rate": 4.4173219105738766e-05, | |
| "loss": 0.6713, | |
| "step": 1940 | |
| }, | |
| { | |
| "epoch": 2.47, | |
| "learning_rate": 4.411454054688417e-05, | |
| "loss": 0.6862, | |
| "step": 1950 | |
| }, | |
| { | |
| "epoch": 2.48, | |
| "learning_rate": 4.405586198802958e-05, | |
| "loss": 0.6278, | |
| "step": 1960 | |
| }, | |
| { | |
| "epoch": 2.5, | |
| "learning_rate": 4.399718342917498e-05, | |
| "loss": 0.6924, | |
| "step": 1970 | |
| }, | |
| { | |
| "epoch": 2.51, | |
| "learning_rate": 4.393850487032039e-05, | |
| "loss": 0.7226, | |
| "step": 1980 | |
| }, | |
| { | |
| "epoch": 2.52, | |
| "learning_rate": 4.3879826311465796e-05, | |
| "loss": 0.674, | |
| "step": 1990 | |
| }, | |
| { | |
| "epoch": 2.53, | |
| "learning_rate": 4.38211477526112e-05, | |
| "loss": 0.7445, | |
| "step": 2000 | |
| }, | |
| { | |
| "epoch": 2.55, | |
| "learning_rate": 4.3762469193756606e-05, | |
| "loss": 0.6539, | |
| "step": 2010 | |
| }, | |
| { | |
| "epoch": 2.56, | |
| "learning_rate": 4.370379063490201e-05, | |
| "loss": 0.6655, | |
| "step": 2020 | |
| }, | |
| { | |
| "epoch": 2.57, | |
| "learning_rate": 4.364511207604741e-05, | |
| "loss": 0.6688, | |
| "step": 2030 | |
| }, | |
| { | |
| "epoch": 2.58, | |
| "learning_rate": 4.358643351719282e-05, | |
| "loss": 0.6097, | |
| "step": 2040 | |
| }, | |
| { | |
| "epoch": 2.6, | |
| "learning_rate": 4.352775495833822e-05, | |
| "loss": 0.6268, | |
| "step": 2050 | |
| }, | |
| { | |
| "epoch": 2.61, | |
| "learning_rate": 4.346907639948363e-05, | |
| "loss": 0.6963, | |
| "step": 2060 | |
| }, | |
| { | |
| "epoch": 2.62, | |
| "learning_rate": 4.341039784062904e-05, | |
| "loss": 0.6613, | |
| "step": 2070 | |
| }, | |
| { | |
| "epoch": 2.64, | |
| "learning_rate": 4.335171928177445e-05, | |
| "loss": 0.6969, | |
| "step": 2080 | |
| }, | |
| { | |
| "epoch": 2.65, | |
| "learning_rate": 4.329304072291985e-05, | |
| "loss": 0.6247, | |
| "step": 2090 | |
| }, | |
| { | |
| "epoch": 2.66, | |
| "learning_rate": 4.323436216406525e-05, | |
| "loss": 0.6651, | |
| "step": 2100 | |
| }, | |
| { | |
| "epoch": 2.67, | |
| "learning_rate": 4.317568360521066e-05, | |
| "loss": 0.6772, | |
| "step": 2110 | |
| }, | |
| { | |
| "epoch": 2.69, | |
| "learning_rate": 4.311700504635606e-05, | |
| "loss": 0.6994, | |
| "step": 2120 | |
| }, | |
| { | |
| "epoch": 2.7, | |
| "learning_rate": 4.305832648750147e-05, | |
| "loss": 0.6335, | |
| "step": 2130 | |
| }, | |
| { | |
| "epoch": 2.71, | |
| "learning_rate": 4.299964792864687e-05, | |
| "loss": 0.5866, | |
| "step": 2140 | |
| }, | |
| { | |
| "epoch": 2.72, | |
| "learning_rate": 4.294096936979228e-05, | |
| "loss": 0.6241, | |
| "step": 2150 | |
| }, | |
| { | |
| "epoch": 2.74, | |
| "learning_rate": 4.288229081093769e-05, | |
| "loss": 0.6704, | |
| "step": 2160 | |
| }, | |
| { | |
| "epoch": 2.75, | |
| "learning_rate": 4.282361225208309e-05, | |
| "loss": 0.6897, | |
| "step": 2170 | |
| }, | |
| { | |
| "epoch": 2.76, | |
| "learning_rate": 4.27649336932285e-05, | |
| "loss": 0.6337, | |
| "step": 2180 | |
| }, | |
| { | |
| "epoch": 2.77, | |
| "learning_rate": 4.27062551343739e-05, | |
| "loss": 0.6474, | |
| "step": 2190 | |
| }, | |
| { | |
| "epoch": 2.79, | |
| "learning_rate": 4.26475765755193e-05, | |
| "loss": 0.6639, | |
| "step": 2200 | |
| }, | |
| { | |
| "epoch": 2.8, | |
| "learning_rate": 4.258889801666471e-05, | |
| "loss": 0.682, | |
| "step": 2210 | |
| }, | |
| { | |
| "epoch": 2.81, | |
| "learning_rate": 4.2530219457810114e-05, | |
| "loss": 0.6817, | |
| "step": 2220 | |
| }, | |
| { | |
| "epoch": 2.83, | |
| "learning_rate": 4.247154089895552e-05, | |
| "loss": 0.681, | |
| "step": 2230 | |
| }, | |
| { | |
| "epoch": 2.84, | |
| "learning_rate": 4.241286234010093e-05, | |
| "loss": 0.6371, | |
| "step": 2240 | |
| }, | |
| { | |
| "epoch": 2.85, | |
| "learning_rate": 4.235418378124634e-05, | |
| "loss": 0.656, | |
| "step": 2250 | |
| }, | |
| { | |
| "epoch": 2.86, | |
| "learning_rate": 4.229550522239174e-05, | |
| "loss": 0.6387, | |
| "step": 2260 | |
| }, | |
| { | |
| "epoch": 2.88, | |
| "learning_rate": 4.2236826663537143e-05, | |
| "loss": 0.5559, | |
| "step": 2270 | |
| }, | |
| { | |
| "epoch": 2.89, | |
| "learning_rate": 4.217814810468255e-05, | |
| "loss": 0.6208, | |
| "step": 2280 | |
| }, | |
| { | |
| "epoch": 2.9, | |
| "learning_rate": 4.2119469545827954e-05, | |
| "loss": 0.6719, | |
| "step": 2290 | |
| }, | |
| { | |
| "epoch": 2.91, | |
| "learning_rate": 4.206079098697336e-05, | |
| "loss": 0.6415, | |
| "step": 2300 | |
| }, | |
| { | |
| "epoch": 2.93, | |
| "learning_rate": 4.2002112428118765e-05, | |
| "loss": 0.7336, | |
| "step": 2310 | |
| }, | |
| { | |
| "epoch": 2.94, | |
| "learning_rate": 4.194343386926417e-05, | |
| "loss": 0.5621, | |
| "step": 2320 | |
| }, | |
| { | |
| "epoch": 2.95, | |
| "learning_rate": 4.188475531040958e-05, | |
| "loss": 0.7446, | |
| "step": 2330 | |
| }, | |
| { | |
| "epoch": 2.96, | |
| "learning_rate": 4.1826076751554984e-05, | |
| "loss": 0.6304, | |
| "step": 2340 | |
| }, | |
| { | |
| "epoch": 2.98, | |
| "learning_rate": 4.176739819270039e-05, | |
| "loss": 0.5789, | |
| "step": 2350 | |
| }, | |
| { | |
| "epoch": 2.99, | |
| "learning_rate": 4.1708719633845794e-05, | |
| "loss": 0.7166, | |
| "step": 2360 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.8941782178217822, | |
| "eval_loss": 0.38961076736450195, | |
| "eval_runtime": 434.8218, | |
| "eval_samples_per_second": 58.07, | |
| "eval_steps_per_second": 2.422, | |
| "step": 2367 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "learning_rate": 4.16500410749912e-05, | |
| "loss": 0.4889, | |
| "step": 2370 | |
| }, | |
| { | |
| "epoch": 3.02, | |
| "learning_rate": 4.1591362516136605e-05, | |
| "loss": 0.5541, | |
| "step": 2380 | |
| }, | |
| { | |
| "epoch": 3.03, | |
| "learning_rate": 4.153268395728201e-05, | |
| "loss": 0.5896, | |
| "step": 2390 | |
| }, | |
| { | |
| "epoch": 3.04, | |
| "learning_rate": 4.1474005398427415e-05, | |
| "loss": 0.5143, | |
| "step": 2400 | |
| }, | |
| { | |
| "epoch": 3.05, | |
| "learning_rate": 4.1415326839572824e-05, | |
| "loss": 0.6046, | |
| "step": 2410 | |
| }, | |
| { | |
| "epoch": 3.07, | |
| "learning_rate": 4.135664828071823e-05, | |
| "loss": 0.628, | |
| "step": 2420 | |
| }, | |
| { | |
| "epoch": 3.08, | |
| "learning_rate": 4.1297969721863635e-05, | |
| "loss": 0.5591, | |
| "step": 2430 | |
| }, | |
| { | |
| "epoch": 3.09, | |
| "learning_rate": 4.1239291163009036e-05, | |
| "loss": 0.5381, | |
| "step": 2440 | |
| }, | |
| { | |
| "epoch": 3.1, | |
| "learning_rate": 4.1180612604154445e-05, | |
| "loss": 0.5986, | |
| "step": 2450 | |
| }, | |
| { | |
| "epoch": 3.12, | |
| "learning_rate": 4.112193404529985e-05, | |
| "loss": 0.5417, | |
| "step": 2460 | |
| }, | |
| { | |
| "epoch": 3.13, | |
| "learning_rate": 4.1063255486445256e-05, | |
| "loss": 0.5097, | |
| "step": 2470 | |
| }, | |
| { | |
| "epoch": 3.14, | |
| "learning_rate": 4.100457692759066e-05, | |
| "loss": 0.5266, | |
| "step": 2480 | |
| }, | |
| { | |
| "epoch": 3.15, | |
| "learning_rate": 4.0945898368736066e-05, | |
| "loss": 0.5633, | |
| "step": 2490 | |
| }, | |
| { | |
| "epoch": 3.17, | |
| "learning_rate": 4.0887219809881475e-05, | |
| "loss": 0.5685, | |
| "step": 2500 | |
| }, | |
| { | |
| "epoch": 3.18, | |
| "learning_rate": 4.082854125102688e-05, | |
| "loss": 0.5382, | |
| "step": 2510 | |
| }, | |
| { | |
| "epoch": 3.19, | |
| "learning_rate": 4.0769862692172285e-05, | |
| "loss": 0.5544, | |
| "step": 2520 | |
| }, | |
| { | |
| "epoch": 3.21, | |
| "learning_rate": 4.071118413331769e-05, | |
| "loss": 0.5797, | |
| "step": 2530 | |
| }, | |
| { | |
| "epoch": 3.22, | |
| "learning_rate": 4.0652505574463096e-05, | |
| "loss": 0.5188, | |
| "step": 2540 | |
| }, | |
| { | |
| "epoch": 3.23, | |
| "learning_rate": 4.05938270156085e-05, | |
| "loss": 0.5656, | |
| "step": 2550 | |
| }, | |
| { | |
| "epoch": 3.24, | |
| "learning_rate": 4.05351484567539e-05, | |
| "loss": 0.5907, | |
| "step": 2560 | |
| }, | |
| { | |
| "epoch": 3.26, | |
| "learning_rate": 4.047646989789931e-05, | |
| "loss": 0.5961, | |
| "step": 2570 | |
| }, | |
| { | |
| "epoch": 3.27, | |
| "learning_rate": 4.041779133904472e-05, | |
| "loss": 0.5567, | |
| "step": 2580 | |
| }, | |
| { | |
| "epoch": 3.28, | |
| "learning_rate": 4.0359112780190126e-05, | |
| "loss": 0.6078, | |
| "step": 2590 | |
| }, | |
| { | |
| "epoch": 3.29, | |
| "learning_rate": 4.030043422133553e-05, | |
| "loss": 0.5202, | |
| "step": 2600 | |
| }, | |
| { | |
| "epoch": 3.31, | |
| "learning_rate": 4.024175566248093e-05, | |
| "loss": 0.5725, | |
| "step": 2610 | |
| }, | |
| { | |
| "epoch": 3.32, | |
| "learning_rate": 4.018307710362634e-05, | |
| "loss": 0.5455, | |
| "step": 2620 | |
| }, | |
| { | |
| "epoch": 3.33, | |
| "learning_rate": 4.012439854477174e-05, | |
| "loss": 0.5425, | |
| "step": 2630 | |
| }, | |
| { | |
| "epoch": 3.34, | |
| "learning_rate": 4.006571998591715e-05, | |
| "loss": 0.4775, | |
| "step": 2640 | |
| }, | |
| { | |
| "epoch": 3.36, | |
| "learning_rate": 4.000704142706255e-05, | |
| "loss": 0.5476, | |
| "step": 2650 | |
| }, | |
| { | |
| "epoch": 3.37, | |
| "learning_rate": 3.994836286820796e-05, | |
| "loss": 0.5945, | |
| "step": 2660 | |
| }, | |
| { | |
| "epoch": 3.38, | |
| "learning_rate": 3.988968430935337e-05, | |
| "loss": 0.5854, | |
| "step": 2670 | |
| }, | |
| { | |
| "epoch": 3.4, | |
| "learning_rate": 3.983100575049877e-05, | |
| "loss": 0.6037, | |
| "step": 2680 | |
| }, | |
| { | |
| "epoch": 3.41, | |
| "learning_rate": 3.977232719164418e-05, | |
| "loss": 0.5388, | |
| "step": 2690 | |
| }, | |
| { | |
| "epoch": 3.42, | |
| "learning_rate": 3.971364863278958e-05, | |
| "loss": 0.6154, | |
| "step": 2700 | |
| }, | |
| { | |
| "epoch": 3.43, | |
| "learning_rate": 3.965497007393499e-05, | |
| "loss": 0.6097, | |
| "step": 2710 | |
| }, | |
| { | |
| "epoch": 3.45, | |
| "learning_rate": 3.959629151508039e-05, | |
| "loss": 0.553, | |
| "step": 2720 | |
| }, | |
| { | |
| "epoch": 3.46, | |
| "learning_rate": 3.953761295622579e-05, | |
| "loss": 0.5786, | |
| "step": 2730 | |
| }, | |
| { | |
| "epoch": 3.47, | |
| "learning_rate": 3.94789343973712e-05, | |
| "loss": 0.5716, | |
| "step": 2740 | |
| }, | |
| { | |
| "epoch": 3.48, | |
| "learning_rate": 3.942025583851661e-05, | |
| "loss": 0.5399, | |
| "step": 2750 | |
| }, | |
| { | |
| "epoch": 3.5, | |
| "learning_rate": 3.936157727966202e-05, | |
| "loss": 0.5791, | |
| "step": 2760 | |
| }, | |
| { | |
| "epoch": 3.51, | |
| "learning_rate": 3.930289872080742e-05, | |
| "loss": 0.5906, | |
| "step": 2770 | |
| }, | |
| { | |
| "epoch": 3.52, | |
| "learning_rate": 3.924422016195282e-05, | |
| "loss": 0.6021, | |
| "step": 2780 | |
| }, | |
| { | |
| "epoch": 3.54, | |
| "learning_rate": 3.918554160309823e-05, | |
| "loss": 0.5432, | |
| "step": 2790 | |
| }, | |
| { | |
| "epoch": 3.55, | |
| "learning_rate": 3.912686304424363e-05, | |
| "loss": 0.5164, | |
| "step": 2800 | |
| }, | |
| { | |
| "epoch": 3.56, | |
| "learning_rate": 3.906818448538904e-05, | |
| "loss": 0.5768, | |
| "step": 2810 | |
| }, | |
| { | |
| "epoch": 3.57, | |
| "learning_rate": 3.9009505926534443e-05, | |
| "loss": 0.5568, | |
| "step": 2820 | |
| }, | |
| { | |
| "epoch": 3.59, | |
| "learning_rate": 3.895082736767985e-05, | |
| "loss": 0.5631, | |
| "step": 2830 | |
| }, | |
| { | |
| "epoch": 3.6, | |
| "learning_rate": 3.8892148808825254e-05, | |
| "loss": 0.5435, | |
| "step": 2840 | |
| }, | |
| { | |
| "epoch": 3.61, | |
| "learning_rate": 3.883347024997066e-05, | |
| "loss": 0.5619, | |
| "step": 2850 | |
| }, | |
| { | |
| "epoch": 3.62, | |
| "learning_rate": 3.877479169111607e-05, | |
| "loss": 0.5185, | |
| "step": 2860 | |
| }, | |
| { | |
| "epoch": 3.64, | |
| "learning_rate": 3.871611313226147e-05, | |
| "loss": 0.4883, | |
| "step": 2870 | |
| }, | |
| { | |
| "epoch": 3.65, | |
| "learning_rate": 3.865743457340688e-05, | |
| "loss": 0.5218, | |
| "step": 2880 | |
| }, | |
| { | |
| "epoch": 3.66, | |
| "learning_rate": 3.8598756014552284e-05, | |
| "loss": 0.567, | |
| "step": 2890 | |
| }, | |
| { | |
| "epoch": 3.67, | |
| "learning_rate": 3.8540077455697686e-05, | |
| "loss": 0.5822, | |
| "step": 2900 | |
| }, | |
| { | |
| "epoch": 3.69, | |
| "learning_rate": 3.8481398896843094e-05, | |
| "loss": 0.6048, | |
| "step": 2910 | |
| }, | |
| { | |
| "epoch": 3.7, | |
| "learning_rate": 3.8422720337988496e-05, | |
| "loss": 0.5671, | |
| "step": 2920 | |
| }, | |
| { | |
| "epoch": 3.71, | |
| "learning_rate": 3.8364041779133905e-05, | |
| "loss": 0.5485, | |
| "step": 2930 | |
| }, | |
| { | |
| "epoch": 3.73, | |
| "learning_rate": 3.830536322027931e-05, | |
| "loss": 0.6113, | |
| "step": 2940 | |
| }, | |
| { | |
| "epoch": 3.74, | |
| "learning_rate": 3.824668466142472e-05, | |
| "loss": 0.4751, | |
| "step": 2950 | |
| }, | |
| { | |
| "epoch": 3.75, | |
| "learning_rate": 3.8188006102570124e-05, | |
| "loss": 0.5183, | |
| "step": 2960 | |
| }, | |
| { | |
| "epoch": 3.76, | |
| "learning_rate": 3.8129327543715526e-05, | |
| "loss": 0.5762, | |
| "step": 2970 | |
| }, | |
| { | |
| "epoch": 3.78, | |
| "learning_rate": 3.8070648984860934e-05, | |
| "loss": 0.5839, | |
| "step": 2980 | |
| }, | |
| { | |
| "epoch": 3.79, | |
| "learning_rate": 3.8011970426006336e-05, | |
| "loss": 0.5698, | |
| "step": 2990 | |
| }, | |
| { | |
| "epoch": 3.8, | |
| "learning_rate": 3.7953291867151745e-05, | |
| "loss": 0.5474, | |
| "step": 3000 | |
| }, | |
| { | |
| "epoch": 3.81, | |
| "learning_rate": 3.789461330829715e-05, | |
| "loss": 0.4914, | |
| "step": 3010 | |
| }, | |
| { | |
| "epoch": 3.83, | |
| "learning_rate": 3.7835934749442556e-05, | |
| "loss": 0.5224, | |
| "step": 3020 | |
| }, | |
| { | |
| "epoch": 3.84, | |
| "learning_rate": 3.7777256190587964e-05, | |
| "loss": 0.5057, | |
| "step": 3030 | |
| }, | |
| { | |
| "epoch": 3.85, | |
| "learning_rate": 3.7718577631733366e-05, | |
| "loss": 0.6134, | |
| "step": 3040 | |
| }, | |
| { | |
| "epoch": 3.86, | |
| "learning_rate": 3.7659899072878775e-05, | |
| "loss": 0.5477, | |
| "step": 3050 | |
| }, | |
| { | |
| "epoch": 3.88, | |
| "learning_rate": 3.7601220514024177e-05, | |
| "loss": 0.5132, | |
| "step": 3060 | |
| }, | |
| { | |
| "epoch": 3.89, | |
| "learning_rate": 3.754254195516958e-05, | |
| "loss": 0.5621, | |
| "step": 3070 | |
| }, | |
| { | |
| "epoch": 3.9, | |
| "learning_rate": 3.748386339631499e-05, | |
| "loss": 0.5044, | |
| "step": 3080 | |
| }, | |
| { | |
| "epoch": 3.92, | |
| "learning_rate": 3.742518483746039e-05, | |
| "loss": 0.4516, | |
| "step": 3090 | |
| }, | |
| { | |
| "epoch": 3.93, | |
| "learning_rate": 3.73665062786058e-05, | |
| "loss": 0.5912, | |
| "step": 3100 | |
| }, | |
| { | |
| "epoch": 3.94, | |
| "learning_rate": 3.7307827719751206e-05, | |
| "loss": 0.501, | |
| "step": 3110 | |
| }, | |
| { | |
| "epoch": 3.95, | |
| "learning_rate": 3.7249149160896615e-05, | |
| "loss": 0.5648, | |
| "step": 3120 | |
| }, | |
| { | |
| "epoch": 3.97, | |
| "learning_rate": 3.719047060204202e-05, | |
| "loss": 0.5798, | |
| "step": 3130 | |
| }, | |
| { | |
| "epoch": 3.98, | |
| "learning_rate": 3.713179204318742e-05, | |
| "loss": 0.5459, | |
| "step": 3140 | |
| }, | |
| { | |
| "epoch": 3.99, | |
| "learning_rate": 3.707311348433283e-05, | |
| "loss": 0.5318, | |
| "step": 3150 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.8960792079207921, | |
| "eval_loss": 0.3738727569580078, | |
| "eval_runtime": 435.4398, | |
| "eval_samples_per_second": 57.987, | |
| "eval_steps_per_second": 2.418, | |
| "step": 3157 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "learning_rate": 3.701443492547823e-05, | |
| "loss": 0.5606, | |
| "step": 3160 | |
| }, | |
| { | |
| "epoch": 4.02, | |
| "learning_rate": 3.695575636662364e-05, | |
| "loss": 0.4971, | |
| "step": 3170 | |
| }, | |
| { | |
| "epoch": 4.03, | |
| "learning_rate": 3.689707780776904e-05, | |
| "loss": 0.4915, | |
| "step": 3180 | |
| }, | |
| { | |
| "epoch": 4.04, | |
| "learning_rate": 3.683839924891445e-05, | |
| "loss": 0.5054, | |
| "step": 3190 | |
| }, | |
| { | |
| "epoch": 4.05, | |
| "learning_rate": 3.677972069005986e-05, | |
| "loss": 0.4688, | |
| "step": 3200 | |
| }, | |
| { | |
| "epoch": 4.07, | |
| "learning_rate": 3.672104213120526e-05, | |
| "loss": 0.4999, | |
| "step": 3210 | |
| }, | |
| { | |
| "epoch": 4.08, | |
| "learning_rate": 3.666236357235067e-05, | |
| "loss": 0.4134, | |
| "step": 3220 | |
| }, | |
| { | |
| "epoch": 4.09, | |
| "learning_rate": 3.660368501349607e-05, | |
| "loss": 0.5271, | |
| "step": 3230 | |
| }, | |
| { | |
| "epoch": 4.11, | |
| "learning_rate": 3.654500645464148e-05, | |
| "loss": 0.4677, | |
| "step": 3240 | |
| }, | |
| { | |
| "epoch": 4.12, | |
| "learning_rate": 3.648632789578688e-05, | |
| "loss": 0.5293, | |
| "step": 3250 | |
| }, | |
| { | |
| "epoch": 4.13, | |
| "learning_rate": 3.642764933693228e-05, | |
| "loss": 0.4463, | |
| "step": 3260 | |
| }, | |
| { | |
| "epoch": 4.14, | |
| "learning_rate": 3.636897077807769e-05, | |
| "loss": 0.4788, | |
| "step": 3270 | |
| }, | |
| { | |
| "epoch": 4.16, | |
| "learning_rate": 3.63102922192231e-05, | |
| "loss": 0.4848, | |
| "step": 3280 | |
| }, | |
| { | |
| "epoch": 4.17, | |
| "learning_rate": 3.625161366036851e-05, | |
| "loss": 0.4647, | |
| "step": 3290 | |
| }, | |
| { | |
| "epoch": 4.18, | |
| "learning_rate": 3.619293510151391e-05, | |
| "loss": 0.424, | |
| "step": 3300 | |
| }, | |
| { | |
| "epoch": 4.19, | |
| "learning_rate": 3.613425654265931e-05, | |
| "loss": 0.4366, | |
| "step": 3310 | |
| }, | |
| { | |
| "epoch": 4.21, | |
| "learning_rate": 3.607557798380472e-05, | |
| "loss": 0.4842, | |
| "step": 3320 | |
| }, | |
| { | |
| "epoch": 4.22, | |
| "learning_rate": 3.601689942495012e-05, | |
| "loss": 0.5198, | |
| "step": 3330 | |
| }, | |
| { | |
| "epoch": 4.23, | |
| "learning_rate": 3.595822086609553e-05, | |
| "loss": 0.4875, | |
| "step": 3340 | |
| }, | |
| { | |
| "epoch": 4.24, | |
| "learning_rate": 3.589954230724093e-05, | |
| "loss": 0.4432, | |
| "step": 3350 | |
| }, | |
| { | |
| "epoch": 4.26, | |
| "learning_rate": 3.584086374838634e-05, | |
| "loss": 0.4548, | |
| "step": 3360 | |
| }, | |
| { | |
| "epoch": 4.27, | |
| "learning_rate": 3.578218518953175e-05, | |
| "loss": 0.5318, | |
| "step": 3370 | |
| }, | |
| { | |
| "epoch": 4.28, | |
| "learning_rate": 3.572350663067715e-05, | |
| "loss": 0.5106, | |
| "step": 3380 | |
| }, | |
| { | |
| "epoch": 4.3, | |
| "learning_rate": 3.566482807182256e-05, | |
| "loss": 0.3747, | |
| "step": 3390 | |
| }, | |
| { | |
| "epoch": 4.31, | |
| "learning_rate": 3.560614951296796e-05, | |
| "loss": 0.5902, | |
| "step": 3400 | |
| }, | |
| { | |
| "epoch": 4.32, | |
| "learning_rate": 3.554747095411337e-05, | |
| "loss": 0.5248, | |
| "step": 3410 | |
| }, | |
| { | |
| "epoch": 4.33, | |
| "learning_rate": 3.548879239525877e-05, | |
| "loss": 0.4964, | |
| "step": 3420 | |
| }, | |
| { | |
| "epoch": 4.35, | |
| "learning_rate": 3.5430113836404175e-05, | |
| "loss": 0.4343, | |
| "step": 3430 | |
| }, | |
| { | |
| "epoch": 4.36, | |
| "learning_rate": 3.5371435277549584e-05, | |
| "loss": 0.454, | |
| "step": 3440 | |
| }, | |
| { | |
| "epoch": 4.37, | |
| "learning_rate": 3.531275671869499e-05, | |
| "loss": 0.484, | |
| "step": 3450 | |
| }, | |
| { | |
| "epoch": 4.38, | |
| "learning_rate": 3.52540781598404e-05, | |
| "loss": 0.5138, | |
| "step": 3460 | |
| }, | |
| { | |
| "epoch": 4.4, | |
| "learning_rate": 3.51953996009858e-05, | |
| "loss": 0.4756, | |
| "step": 3470 | |
| }, | |
| { | |
| "epoch": 4.41, | |
| "learning_rate": 3.5136721042131205e-05, | |
| "loss": 0.5383, | |
| "step": 3480 | |
| }, | |
| { | |
| "epoch": 4.42, | |
| "learning_rate": 3.507804248327661e-05, | |
| "loss": 0.4924, | |
| "step": 3490 | |
| }, | |
| { | |
| "epoch": 4.43, | |
| "learning_rate": 3.5019363924422015e-05, | |
| "loss": 0.4826, | |
| "step": 3500 | |
| }, | |
| { | |
| "epoch": 4.45, | |
| "learning_rate": 3.4960685365567424e-05, | |
| "loss": 0.4345, | |
| "step": 3510 | |
| }, | |
| { | |
| "epoch": 4.46, | |
| "learning_rate": 3.4902006806712826e-05, | |
| "loss": 0.4551, | |
| "step": 3520 | |
| }, | |
| { | |
| "epoch": 4.47, | |
| "learning_rate": 3.4843328247858234e-05, | |
| "loss": 0.5302, | |
| "step": 3530 | |
| }, | |
| { | |
| "epoch": 4.49, | |
| "learning_rate": 3.478464968900364e-05, | |
| "loss": 0.4548, | |
| "step": 3540 | |
| }, | |
| { | |
| "epoch": 4.5, | |
| "learning_rate": 3.4725971130149045e-05, | |
| "loss": 0.4986, | |
| "step": 3550 | |
| }, | |
| { | |
| "epoch": 4.51, | |
| "learning_rate": 3.4667292571294454e-05, | |
| "loss": 0.4754, | |
| "step": 3560 | |
| }, | |
| { | |
| "epoch": 4.52, | |
| "learning_rate": 3.4608614012439855e-05, | |
| "loss": 0.5098, | |
| "step": 3570 | |
| }, | |
| { | |
| "epoch": 4.54, | |
| "learning_rate": 3.4549935453585264e-05, | |
| "loss": 0.5096, | |
| "step": 3580 | |
| }, | |
| { | |
| "epoch": 4.55, | |
| "learning_rate": 3.4491256894730666e-05, | |
| "loss": 0.4635, | |
| "step": 3590 | |
| }, | |
| { | |
| "epoch": 4.56, | |
| "learning_rate": 3.443257833587607e-05, | |
| "loss": 0.5381, | |
| "step": 3600 | |
| }, | |
| { | |
| "epoch": 4.57, | |
| "learning_rate": 3.4373899777021477e-05, | |
| "loss": 0.4839, | |
| "step": 3610 | |
| }, | |
| { | |
| "epoch": 4.59, | |
| "learning_rate": 3.4315221218166885e-05, | |
| "loss": 0.509, | |
| "step": 3620 | |
| }, | |
| { | |
| "epoch": 4.6, | |
| "learning_rate": 3.4256542659312294e-05, | |
| "loss": 0.4153, | |
| "step": 3630 | |
| }, | |
| { | |
| "epoch": 4.61, | |
| "learning_rate": 3.4197864100457696e-05, | |
| "loss": 0.4761, | |
| "step": 3640 | |
| }, | |
| { | |
| "epoch": 4.62, | |
| "learning_rate": 3.4139185541603104e-05, | |
| "loss": 0.4641, | |
| "step": 3650 | |
| }, | |
| { | |
| "epoch": 4.64, | |
| "learning_rate": 3.4080506982748506e-05, | |
| "loss": 0.4685, | |
| "step": 3660 | |
| }, | |
| { | |
| "epoch": 4.65, | |
| "learning_rate": 3.402182842389391e-05, | |
| "loss": 0.4858, | |
| "step": 3670 | |
| }, | |
| { | |
| "epoch": 4.66, | |
| "learning_rate": 3.396314986503932e-05, | |
| "loss": 0.5112, | |
| "step": 3680 | |
| }, | |
| { | |
| "epoch": 4.68, | |
| "learning_rate": 3.390447130618472e-05, | |
| "loss": 0.5017, | |
| "step": 3690 | |
| }, | |
| { | |
| "epoch": 4.69, | |
| "learning_rate": 3.384579274733013e-05, | |
| "loss": 0.4305, | |
| "step": 3700 | |
| }, | |
| { | |
| "epoch": 4.7, | |
| "learning_rate": 3.3787114188475536e-05, | |
| "loss": 0.4511, | |
| "step": 3710 | |
| }, | |
| { | |
| "epoch": 4.71, | |
| "learning_rate": 3.372843562962094e-05, | |
| "loss": 0.5229, | |
| "step": 3720 | |
| }, | |
| { | |
| "epoch": 4.73, | |
| "learning_rate": 3.3669757070766347e-05, | |
| "loss": 0.5057, | |
| "step": 3730 | |
| }, | |
| { | |
| "epoch": 4.74, | |
| "learning_rate": 3.361107851191175e-05, | |
| "loss": 0.4492, | |
| "step": 3740 | |
| }, | |
| { | |
| "epoch": 4.75, | |
| "learning_rate": 3.355239995305716e-05, | |
| "loss": 0.4539, | |
| "step": 3750 | |
| }, | |
| { | |
| "epoch": 4.76, | |
| "learning_rate": 3.349372139420256e-05, | |
| "loss": 0.4877, | |
| "step": 3760 | |
| }, | |
| { | |
| "epoch": 4.78, | |
| "learning_rate": 3.343504283534796e-05, | |
| "loss": 0.5206, | |
| "step": 3770 | |
| }, | |
| { | |
| "epoch": 4.79, | |
| "learning_rate": 3.337636427649337e-05, | |
| "loss": 0.469, | |
| "step": 3780 | |
| }, | |
| { | |
| "epoch": 4.8, | |
| "learning_rate": 3.331768571763877e-05, | |
| "loss": 0.5208, | |
| "step": 3790 | |
| }, | |
| { | |
| "epoch": 4.81, | |
| "learning_rate": 3.325900715878418e-05, | |
| "loss": 0.5325, | |
| "step": 3800 | |
| }, | |
| { | |
| "epoch": 4.83, | |
| "learning_rate": 3.320032859992959e-05, | |
| "loss": 0.4829, | |
| "step": 3810 | |
| }, | |
| { | |
| "epoch": 4.84, | |
| "learning_rate": 3.3141650041075e-05, | |
| "loss": 0.4769, | |
| "step": 3820 | |
| }, | |
| { | |
| "epoch": 4.85, | |
| "learning_rate": 3.30829714822204e-05, | |
| "loss": 0.4772, | |
| "step": 3830 | |
| }, | |
| { | |
| "epoch": 4.87, | |
| "learning_rate": 3.30242929233658e-05, | |
| "loss": 0.5267, | |
| "step": 3840 | |
| }, | |
| { | |
| "epoch": 4.88, | |
| "learning_rate": 3.296561436451121e-05, | |
| "loss": 0.5271, | |
| "step": 3850 | |
| }, | |
| { | |
| "epoch": 4.89, | |
| "learning_rate": 3.290693580565661e-05, | |
| "loss": 0.4629, | |
| "step": 3860 | |
| }, | |
| { | |
| "epoch": 4.9, | |
| "learning_rate": 3.284825724680202e-05, | |
| "loss": 0.4503, | |
| "step": 3870 | |
| }, | |
| { | |
| "epoch": 4.92, | |
| "learning_rate": 3.278957868794742e-05, | |
| "loss": 0.5076, | |
| "step": 3880 | |
| }, | |
| { | |
| "epoch": 4.93, | |
| "learning_rate": 3.273090012909283e-05, | |
| "loss": 0.497, | |
| "step": 3890 | |
| }, | |
| { | |
| "epoch": 4.94, | |
| "learning_rate": 3.267222157023824e-05, | |
| "loss": 0.5206, | |
| "step": 3900 | |
| }, | |
| { | |
| "epoch": 4.95, | |
| "learning_rate": 3.261354301138364e-05, | |
| "loss": 0.5048, | |
| "step": 3910 | |
| }, | |
| { | |
| "epoch": 4.97, | |
| "learning_rate": 3.255486445252905e-05, | |
| "loss": 0.4294, | |
| "step": 3920 | |
| }, | |
| { | |
| "epoch": 4.98, | |
| "learning_rate": 3.249618589367445e-05, | |
| "loss": 0.4791, | |
| "step": 3930 | |
| }, | |
| { | |
| "epoch": 4.99, | |
| "learning_rate": 3.243750733481986e-05, | |
| "loss": 0.5326, | |
| "step": 3940 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_accuracy": 0.9013465346534654, | |
| "eval_loss": 0.3575736880302429, | |
| "eval_runtime": 439.2299, | |
| "eval_samples_per_second": 57.487, | |
| "eval_steps_per_second": 2.397, | |
| "step": 3946 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "learning_rate": 3.237882877596526e-05, | |
| "loss": 0.4798, | |
| "step": 3950 | |
| }, | |
| { | |
| "epoch": 5.02, | |
| "learning_rate": 3.2320150217110664e-05, | |
| "loss": 0.418, | |
| "step": 3960 | |
| }, | |
| { | |
| "epoch": 5.03, | |
| "learning_rate": 3.226147165825607e-05, | |
| "loss": 0.4323, | |
| "step": 3970 | |
| }, | |
| { | |
| "epoch": 5.04, | |
| "learning_rate": 3.220279309940148e-05, | |
| "loss": 0.4352, | |
| "step": 3980 | |
| }, | |
| { | |
| "epoch": 5.06, | |
| "learning_rate": 3.214411454054689e-05, | |
| "loss": 0.4638, | |
| "step": 3990 | |
| }, | |
| { | |
| "epoch": 5.07, | |
| "learning_rate": 3.208543598169229e-05, | |
| "loss": 0.4461, | |
| "step": 4000 | |
| }, | |
| { | |
| "epoch": 5.08, | |
| "learning_rate": 3.2026757422837694e-05, | |
| "loss": 0.4236, | |
| "step": 4010 | |
| }, | |
| { | |
| "epoch": 5.09, | |
| "learning_rate": 3.19680788639831e-05, | |
| "loss": 0.4493, | |
| "step": 4020 | |
| }, | |
| { | |
| "epoch": 5.11, | |
| "learning_rate": 3.1909400305128505e-05, | |
| "loss": 0.4103, | |
| "step": 4030 | |
| }, | |
| { | |
| "epoch": 5.12, | |
| "learning_rate": 3.185072174627391e-05, | |
| "loss": 0.3577, | |
| "step": 4040 | |
| }, | |
| { | |
| "epoch": 5.13, | |
| "learning_rate": 3.1792043187419315e-05, | |
| "loss": 0.418, | |
| "step": 4050 | |
| }, | |
| { | |
| "epoch": 5.14, | |
| "learning_rate": 3.1733364628564724e-05, | |
| "loss": 0.4048, | |
| "step": 4060 | |
| }, | |
| { | |
| "epoch": 5.16, | |
| "learning_rate": 3.167468606971013e-05, | |
| "loss": 0.505, | |
| "step": 4070 | |
| }, | |
| { | |
| "epoch": 5.17, | |
| "learning_rate": 3.1616007510855534e-05, | |
| "loss": 0.3514, | |
| "step": 4080 | |
| }, | |
| { | |
| "epoch": 5.18, | |
| "learning_rate": 3.155732895200094e-05, | |
| "loss": 0.4087, | |
| "step": 4090 | |
| }, | |
| { | |
| "epoch": 5.19, | |
| "learning_rate": 3.1498650393146345e-05, | |
| "loss": 0.4119, | |
| "step": 4100 | |
| }, | |
| { | |
| "epoch": 5.21, | |
| "learning_rate": 3.1439971834291754e-05, | |
| "loss": 0.4201, | |
| "step": 4110 | |
| }, | |
| { | |
| "epoch": 5.22, | |
| "learning_rate": 3.1381293275437155e-05, | |
| "loss": 0.4309, | |
| "step": 4120 | |
| }, | |
| { | |
| "epoch": 5.23, | |
| "learning_rate": 3.132261471658256e-05, | |
| "loss": 0.4116, | |
| "step": 4130 | |
| }, | |
| { | |
| "epoch": 5.25, | |
| "learning_rate": 3.1263936157727966e-05, | |
| "loss": 0.3761, | |
| "step": 4140 | |
| }, | |
| { | |
| "epoch": 5.26, | |
| "learning_rate": 3.1205257598873375e-05, | |
| "loss": 0.4243, | |
| "step": 4150 | |
| }, | |
| { | |
| "epoch": 5.27, | |
| "learning_rate": 3.114657904001878e-05, | |
| "loss": 0.408, | |
| "step": 4160 | |
| }, | |
| { | |
| "epoch": 5.28, | |
| "learning_rate": 3.1087900481164185e-05, | |
| "loss": 0.4496, | |
| "step": 4170 | |
| }, | |
| { | |
| "epoch": 5.3, | |
| "learning_rate": 3.102922192230959e-05, | |
| "loss": 0.3716, | |
| "step": 4180 | |
| }, | |
| { | |
| "epoch": 5.31, | |
| "learning_rate": 3.0970543363454996e-05, | |
| "loss": 0.4203, | |
| "step": 4190 | |
| }, | |
| { | |
| "epoch": 5.32, | |
| "learning_rate": 3.09118648046004e-05, | |
| "loss": 0.4441, | |
| "step": 4200 | |
| }, | |
| { | |
| "epoch": 5.33, | |
| "learning_rate": 3.0853186245745806e-05, | |
| "loss": 0.4687, | |
| "step": 4210 | |
| }, | |
| { | |
| "epoch": 5.35, | |
| "learning_rate": 3.079450768689121e-05, | |
| "loss": 0.511, | |
| "step": 4220 | |
| }, | |
| { | |
| "epoch": 5.36, | |
| "learning_rate": 3.073582912803662e-05, | |
| "loss": 0.5071, | |
| "step": 4230 | |
| }, | |
| { | |
| "epoch": 5.37, | |
| "learning_rate": 3.0677150569182025e-05, | |
| "loss": 0.4207, | |
| "step": 4240 | |
| }, | |
| { | |
| "epoch": 5.38, | |
| "learning_rate": 3.061847201032743e-05, | |
| "loss": 0.4238, | |
| "step": 4250 | |
| }, | |
| { | |
| "epoch": 5.4, | |
| "learning_rate": 3.0559793451472836e-05, | |
| "loss": 0.4562, | |
| "step": 4260 | |
| }, | |
| { | |
| "epoch": 5.41, | |
| "learning_rate": 3.0501114892618238e-05, | |
| "loss": 0.4739, | |
| "step": 4270 | |
| }, | |
| { | |
| "epoch": 5.42, | |
| "learning_rate": 3.0442436333763646e-05, | |
| "loss": 0.4758, | |
| "step": 4280 | |
| }, | |
| { | |
| "epoch": 5.44, | |
| "learning_rate": 3.038375777490905e-05, | |
| "loss": 0.5087, | |
| "step": 4290 | |
| }, | |
| { | |
| "epoch": 5.45, | |
| "learning_rate": 3.0325079216054454e-05, | |
| "loss": 0.4016, | |
| "step": 4300 | |
| }, | |
| { | |
| "epoch": 5.46, | |
| "learning_rate": 3.0266400657199862e-05, | |
| "loss": 0.525, | |
| "step": 4310 | |
| }, | |
| { | |
| "epoch": 5.47, | |
| "learning_rate": 3.0207722098345264e-05, | |
| "loss": 0.4207, | |
| "step": 4320 | |
| }, | |
| { | |
| "epoch": 5.49, | |
| "learning_rate": 3.0149043539490673e-05, | |
| "loss": 0.3875, | |
| "step": 4330 | |
| }, | |
| { | |
| "epoch": 5.5, | |
| "learning_rate": 3.0090364980636078e-05, | |
| "loss": 0.4649, | |
| "step": 4340 | |
| }, | |
| { | |
| "epoch": 5.51, | |
| "learning_rate": 3.003168642178148e-05, | |
| "loss": 0.4666, | |
| "step": 4350 | |
| }, | |
| { | |
| "epoch": 5.52, | |
| "learning_rate": 2.997300786292689e-05, | |
| "loss": 0.4454, | |
| "step": 4360 | |
| }, | |
| { | |
| "epoch": 5.54, | |
| "learning_rate": 2.991432930407229e-05, | |
| "loss": 0.3917, | |
| "step": 4370 | |
| }, | |
| { | |
| "epoch": 5.55, | |
| "learning_rate": 2.98556507452177e-05, | |
| "loss": 0.4328, | |
| "step": 4380 | |
| }, | |
| { | |
| "epoch": 5.56, | |
| "learning_rate": 2.9796972186363104e-05, | |
| "loss": 0.4094, | |
| "step": 4390 | |
| }, | |
| { | |
| "epoch": 5.57, | |
| "learning_rate": 2.9738293627508513e-05, | |
| "loss": 0.4717, | |
| "step": 4400 | |
| }, | |
| { | |
| "epoch": 5.59, | |
| "learning_rate": 2.9679615068653915e-05, | |
| "loss": 0.434, | |
| "step": 4410 | |
| }, | |
| { | |
| "epoch": 5.6, | |
| "learning_rate": 2.962093650979932e-05, | |
| "loss": 0.4075, | |
| "step": 4420 | |
| }, | |
| { | |
| "epoch": 5.61, | |
| "learning_rate": 2.956225795094473e-05, | |
| "loss": 0.447, | |
| "step": 4430 | |
| }, | |
| { | |
| "epoch": 5.63, | |
| "learning_rate": 2.950357939209013e-05, | |
| "loss": 0.4367, | |
| "step": 4440 | |
| }, | |
| { | |
| "epoch": 5.64, | |
| "learning_rate": 2.944490083323554e-05, | |
| "loss": 0.4222, | |
| "step": 4450 | |
| }, | |
| { | |
| "epoch": 5.65, | |
| "learning_rate": 2.938622227438094e-05, | |
| "loss": 0.4775, | |
| "step": 4460 | |
| }, | |
| { | |
| "epoch": 5.66, | |
| "learning_rate": 2.9327543715526347e-05, | |
| "loss": 0.4838, | |
| "step": 4470 | |
| }, | |
| { | |
| "epoch": 5.68, | |
| "learning_rate": 2.9268865156671755e-05, | |
| "loss": 0.3922, | |
| "step": 4480 | |
| }, | |
| { | |
| "epoch": 5.69, | |
| "learning_rate": 2.9210186597817157e-05, | |
| "loss": 0.4689, | |
| "step": 4490 | |
| }, | |
| { | |
| "epoch": 5.7, | |
| "learning_rate": 2.9151508038962566e-05, | |
| "loss": 0.4348, | |
| "step": 4500 | |
| }, | |
| { | |
| "epoch": 5.71, | |
| "learning_rate": 2.9092829480107968e-05, | |
| "loss": 0.4227, | |
| "step": 4510 | |
| }, | |
| { | |
| "epoch": 5.73, | |
| "learning_rate": 2.903415092125338e-05, | |
| "loss": 0.5157, | |
| "step": 4520 | |
| }, | |
| { | |
| "epoch": 5.74, | |
| "learning_rate": 2.897547236239878e-05, | |
| "loss": 0.4315, | |
| "step": 4530 | |
| }, | |
| { | |
| "epoch": 5.75, | |
| "learning_rate": 2.8916793803544183e-05, | |
| "loss": 0.4303, | |
| "step": 4540 | |
| }, | |
| { | |
| "epoch": 5.76, | |
| "learning_rate": 2.8858115244689592e-05, | |
| "loss": 0.4475, | |
| "step": 4550 | |
| }, | |
| { | |
| "epoch": 5.78, | |
| "learning_rate": 2.8799436685834997e-05, | |
| "loss": 0.4451, | |
| "step": 4560 | |
| }, | |
| { | |
| "epoch": 5.79, | |
| "learning_rate": 2.8740758126980406e-05, | |
| "loss": 0.393, | |
| "step": 4570 | |
| }, | |
| { | |
| "epoch": 5.8, | |
| "learning_rate": 2.8682079568125808e-05, | |
| "loss": 0.4382, | |
| "step": 4580 | |
| }, | |
| { | |
| "epoch": 5.82, | |
| "learning_rate": 2.862340100927121e-05, | |
| "loss": 0.4134, | |
| "step": 4590 | |
| }, | |
| { | |
| "epoch": 5.83, | |
| "learning_rate": 2.856472245041662e-05, | |
| "loss": 0.4681, | |
| "step": 4600 | |
| }, | |
| { | |
| "epoch": 5.84, | |
| "learning_rate": 2.8506043891562024e-05, | |
| "loss": 0.4347, | |
| "step": 4610 | |
| }, | |
| { | |
| "epoch": 5.85, | |
| "learning_rate": 2.8447365332707432e-05, | |
| "loss": 0.3599, | |
| "step": 4620 | |
| }, | |
| { | |
| "epoch": 5.87, | |
| "learning_rate": 2.8388686773852834e-05, | |
| "loss": 0.4386, | |
| "step": 4630 | |
| }, | |
| { | |
| "epoch": 5.88, | |
| "learning_rate": 2.8330008214998243e-05, | |
| "loss": 0.3474, | |
| "step": 4640 | |
| }, | |
| { | |
| "epoch": 5.89, | |
| "learning_rate": 2.8271329656143648e-05, | |
| "loss": 0.4673, | |
| "step": 4650 | |
| }, | |
| { | |
| "epoch": 5.9, | |
| "learning_rate": 2.821265109728905e-05, | |
| "loss": 0.4238, | |
| "step": 4660 | |
| }, | |
| { | |
| "epoch": 5.92, | |
| "learning_rate": 2.815397253843446e-05, | |
| "loss": 0.4999, | |
| "step": 4670 | |
| }, | |
| { | |
| "epoch": 5.93, | |
| "learning_rate": 2.809529397957986e-05, | |
| "loss": 0.3933, | |
| "step": 4680 | |
| }, | |
| { | |
| "epoch": 5.94, | |
| "learning_rate": 2.803661542072527e-05, | |
| "loss": 0.4623, | |
| "step": 4690 | |
| }, | |
| { | |
| "epoch": 5.96, | |
| "learning_rate": 2.7977936861870675e-05, | |
| "loss": 0.4536, | |
| "step": 4700 | |
| }, | |
| { | |
| "epoch": 5.97, | |
| "learning_rate": 2.7919258303016076e-05, | |
| "loss": 0.4559, | |
| "step": 4710 | |
| }, | |
| { | |
| "epoch": 5.98, | |
| "learning_rate": 2.7860579744161485e-05, | |
| "loss": 0.4451, | |
| "step": 4720 | |
| }, | |
| { | |
| "epoch": 5.99, | |
| "learning_rate": 2.780190118530689e-05, | |
| "loss": 0.4753, | |
| "step": 4730 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "eval_accuracy": 0.9006336633663367, | |
| "eval_loss": 0.3557101786136627, | |
| "eval_runtime": 435.9467, | |
| "eval_samples_per_second": 57.92, | |
| "eval_steps_per_second": 2.415, | |
| "step": 4735 | |
| }, | |
| { | |
| "epoch": 6.01, | |
| "learning_rate": 2.77432226264523e-05, | |
| "loss": 0.4633, | |
| "step": 4740 | |
| }, | |
| { | |
| "epoch": 6.02, | |
| "learning_rate": 2.76845440675977e-05, | |
| "loss": 0.3713, | |
| "step": 4750 | |
| }, | |
| { | |
| "epoch": 6.03, | |
| "learning_rate": 2.7625865508743103e-05, | |
| "loss": 0.3532, | |
| "step": 4760 | |
| }, | |
| { | |
| "epoch": 6.04, | |
| "learning_rate": 2.756718694988851e-05, | |
| "loss": 0.4503, | |
| "step": 4770 | |
| }, | |
| { | |
| "epoch": 6.06, | |
| "learning_rate": 2.7508508391033917e-05, | |
| "loss": 0.3521, | |
| "step": 4780 | |
| }, | |
| { | |
| "epoch": 6.07, | |
| "learning_rate": 2.7449829832179325e-05, | |
| "loss": 0.4497, | |
| "step": 4790 | |
| }, | |
| { | |
| "epoch": 6.08, | |
| "learning_rate": 2.7391151273324727e-05, | |
| "loss": 0.3831, | |
| "step": 4800 | |
| }, | |
| { | |
| "epoch": 6.09, | |
| "learning_rate": 2.7332472714470136e-05, | |
| "loss": 0.3953, | |
| "step": 4810 | |
| }, | |
| { | |
| "epoch": 6.11, | |
| "learning_rate": 2.727379415561554e-05, | |
| "loss": 0.4053, | |
| "step": 4820 | |
| }, | |
| { | |
| "epoch": 6.12, | |
| "learning_rate": 2.7215115596760943e-05, | |
| "loss": 0.3846, | |
| "step": 4830 | |
| }, | |
| { | |
| "epoch": 6.13, | |
| "learning_rate": 2.715643703790635e-05, | |
| "loss": 0.3852, | |
| "step": 4840 | |
| }, | |
| { | |
| "epoch": 6.15, | |
| "learning_rate": 2.7097758479051754e-05, | |
| "loss": 0.4383, | |
| "step": 4850 | |
| }, | |
| { | |
| "epoch": 6.16, | |
| "learning_rate": 2.7039079920197162e-05, | |
| "loss": 0.398, | |
| "step": 4860 | |
| }, | |
| { | |
| "epoch": 6.17, | |
| "learning_rate": 2.6980401361342567e-05, | |
| "loss": 0.4115, | |
| "step": 4870 | |
| }, | |
| { | |
| "epoch": 6.18, | |
| "learning_rate": 2.692172280248797e-05, | |
| "loss": 0.3687, | |
| "step": 4880 | |
| }, | |
| { | |
| "epoch": 6.2, | |
| "learning_rate": 2.6863044243633378e-05, | |
| "loss": 0.4029, | |
| "step": 4890 | |
| }, | |
| { | |
| "epoch": 6.21, | |
| "learning_rate": 2.6804365684778783e-05, | |
| "loss": 0.4142, | |
| "step": 4900 | |
| }, | |
| { | |
| "epoch": 6.22, | |
| "learning_rate": 2.6745687125924192e-05, | |
| "loss": 0.3847, | |
| "step": 4910 | |
| }, | |
| { | |
| "epoch": 6.23, | |
| "learning_rate": 2.6687008567069594e-05, | |
| "loss": 0.4202, | |
| "step": 4920 | |
| }, | |
| { | |
| "epoch": 6.25, | |
| "learning_rate": 2.6628330008215002e-05, | |
| "loss": 0.4229, | |
| "step": 4930 | |
| }, | |
| { | |
| "epoch": 6.26, | |
| "learning_rate": 2.6569651449360404e-05, | |
| "loss": 0.4095, | |
| "step": 4940 | |
| }, | |
| { | |
| "epoch": 6.27, | |
| "learning_rate": 2.651097289050581e-05, | |
| "loss": 0.3611, | |
| "step": 4950 | |
| }, | |
| { | |
| "epoch": 6.28, | |
| "learning_rate": 2.6452294331651218e-05, | |
| "loss": 0.4066, | |
| "step": 4960 | |
| }, | |
| { | |
| "epoch": 6.3, | |
| "learning_rate": 2.639361577279662e-05, | |
| "loss": 0.4024, | |
| "step": 4970 | |
| }, | |
| { | |
| "epoch": 6.31, | |
| "learning_rate": 2.633493721394203e-05, | |
| "loss": 0.4034, | |
| "step": 4980 | |
| }, | |
| { | |
| "epoch": 6.32, | |
| "learning_rate": 2.627625865508743e-05, | |
| "loss": 0.3553, | |
| "step": 4990 | |
| }, | |
| { | |
| "epoch": 6.34, | |
| "learning_rate": 2.6217580096232836e-05, | |
| "loss": 0.4289, | |
| "step": 5000 | |
| }, | |
| { | |
| "epoch": 6.35, | |
| "learning_rate": 2.6158901537378245e-05, | |
| "loss": 0.4444, | |
| "step": 5010 | |
| }, | |
| { | |
| "epoch": 6.36, | |
| "learning_rate": 2.6100222978523646e-05, | |
| "loss": 0.3658, | |
| "step": 5020 | |
| }, | |
| { | |
| "epoch": 6.37, | |
| "learning_rate": 2.6041544419669055e-05, | |
| "loss": 0.37, | |
| "step": 5030 | |
| }, | |
| { | |
| "epoch": 6.39, | |
| "learning_rate": 2.598286586081446e-05, | |
| "loss": 0.4202, | |
| "step": 5040 | |
| }, | |
| { | |
| "epoch": 6.4, | |
| "learning_rate": 2.5924187301959862e-05, | |
| "loss": 0.4259, | |
| "step": 5050 | |
| }, | |
| { | |
| "epoch": 6.41, | |
| "learning_rate": 2.586550874310527e-05, | |
| "loss": 0.3866, | |
| "step": 5060 | |
| }, | |
| { | |
| "epoch": 6.42, | |
| "learning_rate": 2.5806830184250673e-05, | |
| "loss": 0.347, | |
| "step": 5070 | |
| }, | |
| { | |
| "epoch": 6.44, | |
| "learning_rate": 2.574815162539608e-05, | |
| "loss": 0.3912, | |
| "step": 5080 | |
| }, | |
| { | |
| "epoch": 6.45, | |
| "learning_rate": 2.5689473066541487e-05, | |
| "loss": 0.4073, | |
| "step": 5090 | |
| }, | |
| { | |
| "epoch": 6.46, | |
| "learning_rate": 2.5630794507686895e-05, | |
| "loss": 0.4342, | |
| "step": 5100 | |
| }, | |
| { | |
| "epoch": 6.47, | |
| "learning_rate": 2.5572115948832297e-05, | |
| "loss": 0.3944, | |
| "step": 5110 | |
| }, | |
| { | |
| "epoch": 6.49, | |
| "learning_rate": 2.5513437389977703e-05, | |
| "loss": 0.4279, | |
| "step": 5120 | |
| }, | |
| { | |
| "epoch": 6.5, | |
| "learning_rate": 2.545475883112311e-05, | |
| "loss": 0.4019, | |
| "step": 5130 | |
| }, | |
| { | |
| "epoch": 6.51, | |
| "learning_rate": 2.5396080272268513e-05, | |
| "loss": 0.4073, | |
| "step": 5140 | |
| }, | |
| { | |
| "epoch": 6.53, | |
| "learning_rate": 2.5337401713413922e-05, | |
| "loss": 0.3547, | |
| "step": 5150 | |
| }, | |
| { | |
| "epoch": 6.54, | |
| "learning_rate": 2.5278723154559324e-05, | |
| "loss": 0.4114, | |
| "step": 5160 | |
| }, | |
| { | |
| "epoch": 6.55, | |
| "learning_rate": 2.522004459570473e-05, | |
| "loss": 0.4018, | |
| "step": 5170 | |
| }, | |
| { | |
| "epoch": 6.56, | |
| "learning_rate": 2.5161366036850138e-05, | |
| "loss": 0.411, | |
| "step": 5180 | |
| }, | |
| { | |
| "epoch": 6.58, | |
| "learning_rate": 2.510268747799554e-05, | |
| "loss": 0.4216, | |
| "step": 5190 | |
| }, | |
| { | |
| "epoch": 6.59, | |
| "learning_rate": 2.5044008919140948e-05, | |
| "loss": 0.345, | |
| "step": 5200 | |
| }, | |
| { | |
| "epoch": 6.6, | |
| "learning_rate": 2.4985330360286353e-05, | |
| "loss": 0.3633, | |
| "step": 5210 | |
| }, | |
| { | |
| "epoch": 6.61, | |
| "learning_rate": 2.492665180143176e-05, | |
| "loss": 0.4044, | |
| "step": 5220 | |
| }, | |
| { | |
| "epoch": 6.63, | |
| "learning_rate": 2.4867973242577164e-05, | |
| "loss": 0.3914, | |
| "step": 5230 | |
| }, | |
| { | |
| "epoch": 6.64, | |
| "learning_rate": 2.480929468372257e-05, | |
| "loss": 0.4238, | |
| "step": 5240 | |
| }, | |
| { | |
| "epoch": 6.65, | |
| "learning_rate": 2.4750616124867974e-05, | |
| "loss": 0.4093, | |
| "step": 5250 | |
| }, | |
| { | |
| "epoch": 6.66, | |
| "learning_rate": 2.469193756601338e-05, | |
| "loss": 0.3917, | |
| "step": 5260 | |
| }, | |
| { | |
| "epoch": 6.68, | |
| "learning_rate": 2.4633259007158785e-05, | |
| "loss": 0.379, | |
| "step": 5270 | |
| }, | |
| { | |
| "epoch": 6.69, | |
| "learning_rate": 2.457458044830419e-05, | |
| "loss": 0.3633, | |
| "step": 5280 | |
| }, | |
| { | |
| "epoch": 6.7, | |
| "learning_rate": 2.4515901889449596e-05, | |
| "loss": 0.4217, | |
| "step": 5290 | |
| }, | |
| { | |
| "epoch": 6.72, | |
| "learning_rate": 2.4457223330595004e-05, | |
| "loss": 0.3911, | |
| "step": 5300 | |
| }, | |
| { | |
| "epoch": 6.73, | |
| "learning_rate": 2.4398544771740406e-05, | |
| "loss": 0.4548, | |
| "step": 5310 | |
| }, | |
| { | |
| "epoch": 6.74, | |
| "learning_rate": 2.433986621288581e-05, | |
| "loss": 0.4379, | |
| "step": 5320 | |
| }, | |
| { | |
| "epoch": 6.75, | |
| "learning_rate": 2.4281187654031217e-05, | |
| "loss": 0.3715, | |
| "step": 5330 | |
| }, | |
| { | |
| "epoch": 6.77, | |
| "learning_rate": 2.4222509095176625e-05, | |
| "loss": 0.4062, | |
| "step": 5340 | |
| }, | |
| { | |
| "epoch": 6.78, | |
| "learning_rate": 2.416383053632203e-05, | |
| "loss": 0.3784, | |
| "step": 5350 | |
| }, | |
| { | |
| "epoch": 6.79, | |
| "learning_rate": 2.4105151977467436e-05, | |
| "loss": 0.436, | |
| "step": 5360 | |
| }, | |
| { | |
| "epoch": 6.8, | |
| "learning_rate": 2.4046473418612838e-05, | |
| "loss": 0.3261, | |
| "step": 5370 | |
| }, | |
| { | |
| "epoch": 6.82, | |
| "learning_rate": 2.3987794859758246e-05, | |
| "loss": 0.3737, | |
| "step": 5380 | |
| }, | |
| { | |
| "epoch": 6.83, | |
| "learning_rate": 2.392911630090365e-05, | |
| "loss": 0.4024, | |
| "step": 5390 | |
| }, | |
| { | |
| "epoch": 6.84, | |
| "learning_rate": 2.3870437742049057e-05, | |
| "loss": 0.3545, | |
| "step": 5400 | |
| }, | |
| { | |
| "epoch": 6.85, | |
| "learning_rate": 2.3811759183194462e-05, | |
| "loss": 0.3945, | |
| "step": 5410 | |
| }, | |
| { | |
| "epoch": 6.87, | |
| "learning_rate": 2.3753080624339867e-05, | |
| "loss": 0.4513, | |
| "step": 5420 | |
| }, | |
| { | |
| "epoch": 6.88, | |
| "learning_rate": 2.3694402065485273e-05, | |
| "loss": 0.4132, | |
| "step": 5430 | |
| }, | |
| { | |
| "epoch": 6.89, | |
| "learning_rate": 2.3635723506630678e-05, | |
| "loss": 0.3846, | |
| "step": 5440 | |
| }, | |
| { | |
| "epoch": 6.91, | |
| "learning_rate": 2.3577044947776083e-05, | |
| "loss": 0.4068, | |
| "step": 5450 | |
| }, | |
| { | |
| "epoch": 6.92, | |
| "learning_rate": 2.351836638892149e-05, | |
| "loss": 0.3962, | |
| "step": 5460 | |
| }, | |
| { | |
| "epoch": 6.93, | |
| "learning_rate": 2.3459687830066894e-05, | |
| "loss": 0.4557, | |
| "step": 5470 | |
| }, | |
| { | |
| "epoch": 6.94, | |
| "learning_rate": 2.3401009271212302e-05, | |
| "loss": 0.3356, | |
| "step": 5480 | |
| }, | |
| { | |
| "epoch": 6.96, | |
| "learning_rate": 2.3342330712357704e-05, | |
| "loss": 0.367, | |
| "step": 5490 | |
| }, | |
| { | |
| "epoch": 6.97, | |
| "learning_rate": 2.328365215350311e-05, | |
| "loss": 0.3749, | |
| "step": 5500 | |
| }, | |
| { | |
| "epoch": 6.98, | |
| "learning_rate": 2.3224973594648515e-05, | |
| "loss": 0.3918, | |
| "step": 5510 | |
| }, | |
| { | |
| "epoch": 6.99, | |
| "learning_rate": 2.3166295035793923e-05, | |
| "loss": 0.3764, | |
| "step": 5520 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "eval_accuracy": 0.904, | |
| "eval_loss": 0.3486484885215759, | |
| "eval_runtime": 435.3623, | |
| "eval_samples_per_second": 57.998, | |
| "eval_steps_per_second": 2.419, | |
| "step": 5524 | |
| }, | |
| { | |
| "epoch": 7.01, | |
| "learning_rate": 2.310761647693933e-05, | |
| "loss": 0.3504, | |
| "step": 5530 | |
| }, | |
| { | |
| "epoch": 7.02, | |
| "learning_rate": 2.3048937918084734e-05, | |
| "loss": 0.3394, | |
| "step": 5540 | |
| }, | |
| { | |
| "epoch": 7.03, | |
| "learning_rate": 2.2990259359230136e-05, | |
| "loss": 0.3742, | |
| "step": 5550 | |
| }, | |
| { | |
| "epoch": 7.04, | |
| "learning_rate": 2.2931580800375545e-05, | |
| "loss": 0.3611, | |
| "step": 5560 | |
| }, | |
| { | |
| "epoch": 7.06, | |
| "learning_rate": 2.287290224152095e-05, | |
| "loss": 0.3706, | |
| "step": 5570 | |
| }, | |
| { | |
| "epoch": 7.07, | |
| "learning_rate": 2.2814223682666355e-05, | |
| "loss": 0.3577, | |
| "step": 5580 | |
| }, | |
| { | |
| "epoch": 7.08, | |
| "learning_rate": 2.275554512381176e-05, | |
| "loss": 0.3225, | |
| "step": 5590 | |
| }, | |
| { | |
| "epoch": 7.1, | |
| "learning_rate": 2.2696866564957166e-05, | |
| "loss": 0.3653, | |
| "step": 5600 | |
| }, | |
| { | |
| "epoch": 7.11, | |
| "learning_rate": 2.263818800610257e-05, | |
| "loss": 0.3658, | |
| "step": 5610 | |
| }, | |
| { | |
| "epoch": 7.12, | |
| "learning_rate": 2.2579509447247976e-05, | |
| "loss": 0.3934, | |
| "step": 5620 | |
| }, | |
| { | |
| "epoch": 7.13, | |
| "learning_rate": 2.252083088839338e-05, | |
| "loss": 0.3321, | |
| "step": 5630 | |
| }, | |
| { | |
| "epoch": 7.15, | |
| "learning_rate": 2.2462152329538787e-05, | |
| "loss": 0.3149, | |
| "step": 5640 | |
| }, | |
| { | |
| "epoch": 7.16, | |
| "learning_rate": 2.2403473770684195e-05, | |
| "loss": 0.3604, | |
| "step": 5650 | |
| }, | |
| { | |
| "epoch": 7.17, | |
| "learning_rate": 2.2344795211829597e-05, | |
| "loss": 0.3674, | |
| "step": 5660 | |
| }, | |
| { | |
| "epoch": 7.18, | |
| "learning_rate": 2.2286116652975002e-05, | |
| "loss": 0.3881, | |
| "step": 5670 | |
| }, | |
| { | |
| "epoch": 7.2, | |
| "learning_rate": 2.2227438094120408e-05, | |
| "loss": 0.3216, | |
| "step": 5680 | |
| }, | |
| { | |
| "epoch": 7.21, | |
| "learning_rate": 2.2168759535265816e-05, | |
| "loss": 0.3714, | |
| "step": 5690 | |
| }, | |
| { | |
| "epoch": 7.22, | |
| "learning_rate": 2.211008097641122e-05, | |
| "loss": 0.3957, | |
| "step": 5700 | |
| }, | |
| { | |
| "epoch": 7.23, | |
| "learning_rate": 2.2051402417556627e-05, | |
| "loss": 0.3638, | |
| "step": 5710 | |
| }, | |
| { | |
| "epoch": 7.25, | |
| "learning_rate": 2.199272385870203e-05, | |
| "loss": 0.3227, | |
| "step": 5720 | |
| }, | |
| { | |
| "epoch": 7.26, | |
| "learning_rate": 2.1934045299847437e-05, | |
| "loss": 0.371, | |
| "step": 5730 | |
| }, | |
| { | |
| "epoch": 7.27, | |
| "learning_rate": 2.1875366740992843e-05, | |
| "loss": 0.4462, | |
| "step": 5740 | |
| }, | |
| { | |
| "epoch": 7.29, | |
| "learning_rate": 2.1816688182138248e-05, | |
| "loss": 0.3572, | |
| "step": 5750 | |
| }, | |
| { | |
| "epoch": 7.3, | |
| "learning_rate": 2.1758009623283653e-05, | |
| "loss": 0.352, | |
| "step": 5760 | |
| }, | |
| { | |
| "epoch": 7.31, | |
| "learning_rate": 2.169933106442906e-05, | |
| "loss": 0.3451, | |
| "step": 5770 | |
| }, | |
| { | |
| "epoch": 7.32, | |
| "learning_rate": 2.1640652505574464e-05, | |
| "loss": 0.3402, | |
| "step": 5780 | |
| }, | |
| { | |
| "epoch": 7.34, | |
| "learning_rate": 2.158197394671987e-05, | |
| "loss": 0.3521, | |
| "step": 5790 | |
| }, | |
| { | |
| "epoch": 7.35, | |
| "learning_rate": 2.1523295387865274e-05, | |
| "loss": 0.3047, | |
| "step": 5800 | |
| }, | |
| { | |
| "epoch": 7.36, | |
| "learning_rate": 2.146461682901068e-05, | |
| "loss": 0.3552, | |
| "step": 5810 | |
| }, | |
| { | |
| "epoch": 7.37, | |
| "learning_rate": 2.1405938270156088e-05, | |
| "loss": 0.3597, | |
| "step": 5820 | |
| }, | |
| { | |
| "epoch": 7.39, | |
| "learning_rate": 2.1347259711301494e-05, | |
| "loss": 0.3254, | |
| "step": 5830 | |
| }, | |
| { | |
| "epoch": 7.4, | |
| "learning_rate": 2.1288581152446895e-05, | |
| "loss": 0.317, | |
| "step": 5840 | |
| }, | |
| { | |
| "epoch": 7.41, | |
| "learning_rate": 2.12299025935923e-05, | |
| "loss": 0.3525, | |
| "step": 5850 | |
| }, | |
| { | |
| "epoch": 7.42, | |
| "learning_rate": 2.117122403473771e-05, | |
| "loss": 0.3746, | |
| "step": 5860 | |
| }, | |
| { | |
| "epoch": 7.44, | |
| "learning_rate": 2.1112545475883115e-05, | |
| "loss": 0.3813, | |
| "step": 5870 | |
| }, | |
| { | |
| "epoch": 7.45, | |
| "learning_rate": 2.105386691702852e-05, | |
| "loss": 0.3469, | |
| "step": 5880 | |
| }, | |
| { | |
| "epoch": 7.46, | |
| "learning_rate": 2.0995188358173925e-05, | |
| "loss": 0.4238, | |
| "step": 5890 | |
| }, | |
| { | |
| "epoch": 7.48, | |
| "learning_rate": 2.093650979931933e-05, | |
| "loss": 0.3618, | |
| "step": 5900 | |
| }, | |
| { | |
| "epoch": 7.49, | |
| "learning_rate": 2.0877831240464736e-05, | |
| "loss": 0.3535, | |
| "step": 5910 | |
| }, | |
| { | |
| "epoch": 7.5, | |
| "learning_rate": 2.081915268161014e-05, | |
| "loss": 0.3233, | |
| "step": 5920 | |
| }, | |
| { | |
| "epoch": 7.51, | |
| "learning_rate": 2.0760474122755546e-05, | |
| "loss": 0.3287, | |
| "step": 5930 | |
| }, | |
| { | |
| "epoch": 7.53, | |
| "learning_rate": 2.070179556390095e-05, | |
| "loss": 0.3414, | |
| "step": 5940 | |
| }, | |
| { | |
| "epoch": 7.54, | |
| "learning_rate": 2.0643117005046357e-05, | |
| "loss": 0.3551, | |
| "step": 5950 | |
| }, | |
| { | |
| "epoch": 7.55, | |
| "learning_rate": 2.0584438446191762e-05, | |
| "loss": 0.3846, | |
| "step": 5960 | |
| }, | |
| { | |
| "epoch": 7.56, | |
| "learning_rate": 2.0525759887337167e-05, | |
| "loss": 0.3351, | |
| "step": 5970 | |
| }, | |
| { | |
| "epoch": 7.58, | |
| "learning_rate": 2.0467081328482573e-05, | |
| "loss": 0.3428, | |
| "step": 5980 | |
| }, | |
| { | |
| "epoch": 7.59, | |
| "learning_rate": 2.0408402769627978e-05, | |
| "loss": 0.3581, | |
| "step": 5990 | |
| }, | |
| { | |
| "epoch": 7.6, | |
| "learning_rate": 2.0349724210773387e-05, | |
| "loss": 0.3596, | |
| "step": 6000 | |
| }, | |
| { | |
| "epoch": 7.61, | |
| "learning_rate": 2.029104565191879e-05, | |
| "loss": 0.3294, | |
| "step": 6010 | |
| }, | |
| { | |
| "epoch": 7.63, | |
| "learning_rate": 2.0232367093064194e-05, | |
| "loss": 0.3011, | |
| "step": 6020 | |
| }, | |
| { | |
| "epoch": 7.64, | |
| "learning_rate": 2.01736885342096e-05, | |
| "loss": 0.3521, | |
| "step": 6030 | |
| }, | |
| { | |
| "epoch": 7.65, | |
| "learning_rate": 2.0115009975355008e-05, | |
| "loss": 0.3689, | |
| "step": 6040 | |
| }, | |
| { | |
| "epoch": 7.67, | |
| "learning_rate": 2.0056331416500413e-05, | |
| "loss": 0.3596, | |
| "step": 6050 | |
| }, | |
| { | |
| "epoch": 7.68, | |
| "learning_rate": 1.9997652857645818e-05, | |
| "loss": 0.3824, | |
| "step": 6060 | |
| }, | |
| { | |
| "epoch": 7.69, | |
| "learning_rate": 1.993897429879122e-05, | |
| "loss": 0.3786, | |
| "step": 6070 | |
| }, | |
| { | |
| "epoch": 7.7, | |
| "learning_rate": 1.988029573993663e-05, | |
| "loss": 0.4213, | |
| "step": 6080 | |
| }, | |
| { | |
| "epoch": 7.72, | |
| "learning_rate": 1.9821617181082034e-05, | |
| "loss": 0.4012, | |
| "step": 6090 | |
| }, | |
| { | |
| "epoch": 7.73, | |
| "learning_rate": 1.976293862222744e-05, | |
| "loss": 0.3525, | |
| "step": 6100 | |
| }, | |
| { | |
| "epoch": 7.74, | |
| "learning_rate": 1.9704260063372844e-05, | |
| "loss": 0.3405, | |
| "step": 6110 | |
| }, | |
| { | |
| "epoch": 7.75, | |
| "learning_rate": 1.964558150451825e-05, | |
| "loss": 0.3794, | |
| "step": 6120 | |
| }, | |
| { | |
| "epoch": 7.77, | |
| "learning_rate": 1.9586902945663655e-05, | |
| "loss": 0.3441, | |
| "step": 6130 | |
| }, | |
| { | |
| "epoch": 7.78, | |
| "learning_rate": 1.952822438680906e-05, | |
| "loss": 0.3427, | |
| "step": 6140 | |
| }, | |
| { | |
| "epoch": 7.79, | |
| "learning_rate": 1.9469545827954466e-05, | |
| "loss": 0.3406, | |
| "step": 6150 | |
| }, | |
| { | |
| "epoch": 7.8, | |
| "learning_rate": 1.941086726909987e-05, | |
| "loss": 0.3233, | |
| "step": 6160 | |
| }, | |
| { | |
| "epoch": 7.82, | |
| "learning_rate": 1.935218871024528e-05, | |
| "loss": 0.4254, | |
| "step": 6170 | |
| }, | |
| { | |
| "epoch": 7.83, | |
| "learning_rate": 1.9293510151390685e-05, | |
| "loss": 0.393, | |
| "step": 6180 | |
| }, | |
| { | |
| "epoch": 7.84, | |
| "learning_rate": 1.9234831592536087e-05, | |
| "loss": 0.3145, | |
| "step": 6190 | |
| }, | |
| { | |
| "epoch": 7.86, | |
| "learning_rate": 1.9176153033681492e-05, | |
| "loss": 0.4234, | |
| "step": 6200 | |
| }, | |
| { | |
| "epoch": 7.87, | |
| "learning_rate": 1.91174744748269e-05, | |
| "loss": 0.3748, | |
| "step": 6210 | |
| }, | |
| { | |
| "epoch": 7.88, | |
| "learning_rate": 1.9058795915972306e-05, | |
| "loss": 0.3884, | |
| "step": 6220 | |
| }, | |
| { | |
| "epoch": 7.89, | |
| "learning_rate": 1.900011735711771e-05, | |
| "loss": 0.3441, | |
| "step": 6230 | |
| }, | |
| { | |
| "epoch": 7.91, | |
| "learning_rate": 1.8941438798263113e-05, | |
| "loss": 0.3711, | |
| "step": 6240 | |
| }, | |
| { | |
| "epoch": 7.92, | |
| "learning_rate": 1.888276023940852e-05, | |
| "loss": 0.4045, | |
| "step": 6250 | |
| }, | |
| { | |
| "epoch": 7.93, | |
| "learning_rate": 1.8824081680553927e-05, | |
| "loss": 0.3259, | |
| "step": 6260 | |
| }, | |
| { | |
| "epoch": 7.94, | |
| "learning_rate": 1.8765403121699332e-05, | |
| "loss": 0.3901, | |
| "step": 6270 | |
| }, | |
| { | |
| "epoch": 7.96, | |
| "learning_rate": 1.8706724562844737e-05, | |
| "loss": 0.3276, | |
| "step": 6280 | |
| }, | |
| { | |
| "epoch": 7.97, | |
| "learning_rate": 1.8648046003990143e-05, | |
| "loss": 0.3136, | |
| "step": 6290 | |
| }, | |
| { | |
| "epoch": 7.98, | |
| "learning_rate": 1.8589367445135548e-05, | |
| "loss": 0.3475, | |
| "step": 6300 | |
| }, | |
| { | |
| "epoch": 7.99, | |
| "learning_rate": 1.8530688886280953e-05, | |
| "loss": 0.3399, | |
| "step": 6310 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "eval_accuracy": 0.9045544554455446, | |
| "eval_loss": 0.34574079513549805, | |
| "eval_runtime": 435.558, | |
| "eval_samples_per_second": 57.972, | |
| "eval_steps_per_second": 2.418, | |
| "step": 6314 | |
| }, | |
| { | |
| "epoch": 8.01, | |
| "learning_rate": 1.847201032742636e-05, | |
| "loss": 0.3412, | |
| "step": 6320 | |
| }, | |
| { | |
| "epoch": 8.02, | |
| "learning_rate": 1.8413331768571764e-05, | |
| "loss": 0.3384, | |
| "step": 6330 | |
| }, | |
| { | |
| "epoch": 8.03, | |
| "learning_rate": 1.8354653209717172e-05, | |
| "loss": 0.3587, | |
| "step": 6340 | |
| }, | |
| { | |
| "epoch": 8.05, | |
| "learning_rate": 1.8295974650862578e-05, | |
| "loss": 0.3218, | |
| "step": 6350 | |
| }, | |
| { | |
| "epoch": 8.06, | |
| "learning_rate": 1.823729609200798e-05, | |
| "loss": 0.3102, | |
| "step": 6360 | |
| }, | |
| { | |
| "epoch": 8.07, | |
| "learning_rate": 1.8178617533153385e-05, | |
| "loss": 0.3538, | |
| "step": 6370 | |
| }, | |
| { | |
| "epoch": 8.08, | |
| "learning_rate": 1.8119938974298793e-05, | |
| "loss": 0.3002, | |
| "step": 6380 | |
| }, | |
| { | |
| "epoch": 8.1, | |
| "learning_rate": 1.80612604154442e-05, | |
| "loss": 0.306, | |
| "step": 6390 | |
| }, | |
| { | |
| "epoch": 8.11, | |
| "learning_rate": 1.8002581856589604e-05, | |
| "loss": 0.3543, | |
| "step": 6400 | |
| }, | |
| { | |
| "epoch": 8.12, | |
| "learning_rate": 1.794390329773501e-05, | |
| "loss": 0.335, | |
| "step": 6410 | |
| }, | |
| { | |
| "epoch": 8.13, | |
| "learning_rate": 1.788522473888041e-05, | |
| "loss": 0.2699, | |
| "step": 6420 | |
| }, | |
| { | |
| "epoch": 8.15, | |
| "learning_rate": 1.782654618002582e-05, | |
| "loss": 0.3658, | |
| "step": 6430 | |
| }, | |
| { | |
| "epoch": 8.16, | |
| "learning_rate": 1.7767867621171225e-05, | |
| "loss": 0.2915, | |
| "step": 6440 | |
| }, | |
| { | |
| "epoch": 8.17, | |
| "learning_rate": 1.770918906231663e-05, | |
| "loss": 0.3781, | |
| "step": 6450 | |
| }, | |
| { | |
| "epoch": 8.18, | |
| "learning_rate": 1.7650510503462036e-05, | |
| "loss": 0.2983, | |
| "step": 6460 | |
| }, | |
| { | |
| "epoch": 8.2, | |
| "learning_rate": 1.759183194460744e-05, | |
| "loss": 0.346, | |
| "step": 6470 | |
| }, | |
| { | |
| "epoch": 8.21, | |
| "learning_rate": 1.7533153385752846e-05, | |
| "loss": 0.331, | |
| "step": 6480 | |
| }, | |
| { | |
| "epoch": 8.22, | |
| "learning_rate": 1.747447482689825e-05, | |
| "loss": 0.2949, | |
| "step": 6490 | |
| }, | |
| { | |
| "epoch": 8.24, | |
| "learning_rate": 1.7415796268043657e-05, | |
| "loss": 0.308, | |
| "step": 6500 | |
| }, | |
| { | |
| "epoch": 8.25, | |
| "learning_rate": 1.7357117709189062e-05, | |
| "loss": 0.3239, | |
| "step": 6510 | |
| }, | |
| { | |
| "epoch": 8.26, | |
| "learning_rate": 1.729843915033447e-05, | |
| "loss": 0.3377, | |
| "step": 6520 | |
| }, | |
| { | |
| "epoch": 8.27, | |
| "learning_rate": 1.7239760591479876e-05, | |
| "loss": 0.3156, | |
| "step": 6530 | |
| }, | |
| { | |
| "epoch": 8.29, | |
| "learning_rate": 1.7181082032625278e-05, | |
| "loss": 0.3176, | |
| "step": 6540 | |
| }, | |
| { | |
| "epoch": 8.3, | |
| "learning_rate": 1.7122403473770683e-05, | |
| "loss": 0.3303, | |
| "step": 6550 | |
| }, | |
| { | |
| "epoch": 8.31, | |
| "learning_rate": 1.7063724914916092e-05, | |
| "loss": 0.3207, | |
| "step": 6560 | |
| }, | |
| { | |
| "epoch": 8.32, | |
| "learning_rate": 1.7005046356061497e-05, | |
| "loss": 0.3217, | |
| "step": 6570 | |
| }, | |
| { | |
| "epoch": 8.34, | |
| "learning_rate": 1.6946367797206902e-05, | |
| "loss": 0.3648, | |
| "step": 6580 | |
| }, | |
| { | |
| "epoch": 8.35, | |
| "learning_rate": 1.6887689238352304e-05, | |
| "loss": 0.3463, | |
| "step": 6590 | |
| }, | |
| { | |
| "epoch": 8.36, | |
| "learning_rate": 1.6829010679497713e-05, | |
| "loss": 0.2767, | |
| "step": 6600 | |
| }, | |
| { | |
| "epoch": 8.38, | |
| "learning_rate": 1.6770332120643118e-05, | |
| "loss": 0.2579, | |
| "step": 6610 | |
| }, | |
| { | |
| "epoch": 8.39, | |
| "learning_rate": 1.6711653561788523e-05, | |
| "loss": 0.2925, | |
| "step": 6620 | |
| }, | |
| { | |
| "epoch": 8.4, | |
| "learning_rate": 1.665297500293393e-05, | |
| "loss": 0.3706, | |
| "step": 6630 | |
| }, | |
| { | |
| "epoch": 8.41, | |
| "learning_rate": 1.6594296444079334e-05, | |
| "loss": 0.323, | |
| "step": 6640 | |
| }, | |
| { | |
| "epoch": 8.43, | |
| "learning_rate": 1.653561788522474e-05, | |
| "loss": 0.3429, | |
| "step": 6650 | |
| }, | |
| { | |
| "epoch": 8.44, | |
| "learning_rate": 1.6476939326370144e-05, | |
| "loss": 0.2946, | |
| "step": 6660 | |
| }, | |
| { | |
| "epoch": 8.45, | |
| "learning_rate": 1.641826076751555e-05, | |
| "loss": 0.2858, | |
| "step": 6670 | |
| }, | |
| { | |
| "epoch": 8.46, | |
| "learning_rate": 1.6359582208660955e-05, | |
| "loss": 0.2813, | |
| "step": 6680 | |
| }, | |
| { | |
| "epoch": 8.48, | |
| "learning_rate": 1.6300903649806364e-05, | |
| "loss": 0.3398, | |
| "step": 6690 | |
| }, | |
| { | |
| "epoch": 8.49, | |
| "learning_rate": 1.624222509095177e-05, | |
| "loss": 0.2875, | |
| "step": 6700 | |
| }, | |
| { | |
| "epoch": 8.5, | |
| "learning_rate": 1.618354653209717e-05, | |
| "loss": 0.3426, | |
| "step": 6710 | |
| }, | |
| { | |
| "epoch": 8.51, | |
| "learning_rate": 1.6124867973242576e-05, | |
| "loss": 0.3249, | |
| "step": 6720 | |
| }, | |
| { | |
| "epoch": 8.53, | |
| "learning_rate": 1.6066189414387985e-05, | |
| "loss": 0.3382, | |
| "step": 6730 | |
| }, | |
| { | |
| "epoch": 8.54, | |
| "learning_rate": 1.600751085553339e-05, | |
| "loss": 0.3472, | |
| "step": 6740 | |
| }, | |
| { | |
| "epoch": 8.55, | |
| "learning_rate": 1.5948832296678795e-05, | |
| "loss": 0.3144, | |
| "step": 6750 | |
| }, | |
| { | |
| "epoch": 8.57, | |
| "learning_rate": 1.58901537378242e-05, | |
| "loss": 0.305, | |
| "step": 6760 | |
| }, | |
| { | |
| "epoch": 8.58, | |
| "learning_rate": 1.5831475178969606e-05, | |
| "loss": 0.2727, | |
| "step": 6770 | |
| }, | |
| { | |
| "epoch": 8.59, | |
| "learning_rate": 1.577279662011501e-05, | |
| "loss": 0.3534, | |
| "step": 6780 | |
| }, | |
| { | |
| "epoch": 8.6, | |
| "learning_rate": 1.5714118061260416e-05, | |
| "loss": 0.3686, | |
| "step": 6790 | |
| }, | |
| { | |
| "epoch": 8.62, | |
| "learning_rate": 1.565543950240582e-05, | |
| "loss": 0.349, | |
| "step": 6800 | |
| }, | |
| { | |
| "epoch": 8.63, | |
| "learning_rate": 1.5596760943551227e-05, | |
| "loss": 0.3472, | |
| "step": 6810 | |
| }, | |
| { | |
| "epoch": 8.64, | |
| "learning_rate": 1.5538082384696635e-05, | |
| "loss": 0.3365, | |
| "step": 6820 | |
| }, | |
| { | |
| "epoch": 8.65, | |
| "learning_rate": 1.5479403825842037e-05, | |
| "loss": 0.3269, | |
| "step": 6830 | |
| }, | |
| { | |
| "epoch": 8.67, | |
| "learning_rate": 1.5420725266987443e-05, | |
| "loss": 0.3276, | |
| "step": 6840 | |
| }, | |
| { | |
| "epoch": 8.68, | |
| "learning_rate": 1.5362046708132848e-05, | |
| "loss": 0.3676, | |
| "step": 6850 | |
| }, | |
| { | |
| "epoch": 8.69, | |
| "learning_rate": 1.5303368149278257e-05, | |
| "loss": 0.3121, | |
| "step": 6860 | |
| }, | |
| { | |
| "epoch": 8.7, | |
| "learning_rate": 1.524468959042366e-05, | |
| "loss": 0.3366, | |
| "step": 6870 | |
| }, | |
| { | |
| "epoch": 8.72, | |
| "learning_rate": 1.5186011031569064e-05, | |
| "loss": 0.3519, | |
| "step": 6880 | |
| }, | |
| { | |
| "epoch": 8.73, | |
| "learning_rate": 1.512733247271447e-05, | |
| "loss": 0.3695, | |
| "step": 6890 | |
| }, | |
| { | |
| "epoch": 8.74, | |
| "learning_rate": 1.5068653913859876e-05, | |
| "loss": 0.3146, | |
| "step": 6900 | |
| }, | |
| { | |
| "epoch": 8.76, | |
| "learning_rate": 1.5009975355005281e-05, | |
| "loss": 0.3293, | |
| "step": 6910 | |
| }, | |
| { | |
| "epoch": 8.77, | |
| "learning_rate": 1.4951296796150688e-05, | |
| "loss": 0.3092, | |
| "step": 6920 | |
| }, | |
| { | |
| "epoch": 8.78, | |
| "learning_rate": 1.4892618237296093e-05, | |
| "loss": 0.3032, | |
| "step": 6930 | |
| }, | |
| { | |
| "epoch": 8.79, | |
| "learning_rate": 1.4833939678441497e-05, | |
| "loss": 0.3191, | |
| "step": 6940 | |
| }, | |
| { | |
| "epoch": 8.81, | |
| "learning_rate": 1.4775261119586902e-05, | |
| "loss": 0.3406, | |
| "step": 6950 | |
| }, | |
| { | |
| "epoch": 8.82, | |
| "learning_rate": 1.471658256073231e-05, | |
| "loss": 0.3109, | |
| "step": 6960 | |
| }, | |
| { | |
| "epoch": 8.83, | |
| "learning_rate": 1.4657904001877714e-05, | |
| "loss": 0.2652, | |
| "step": 6970 | |
| }, | |
| { | |
| "epoch": 8.84, | |
| "learning_rate": 1.4599225443023121e-05, | |
| "loss": 0.3133, | |
| "step": 6980 | |
| }, | |
| { | |
| "epoch": 8.86, | |
| "learning_rate": 1.4540546884168527e-05, | |
| "loss": 0.2893, | |
| "step": 6990 | |
| }, | |
| { | |
| "epoch": 8.87, | |
| "learning_rate": 1.448186832531393e-05, | |
| "loss": 0.2965, | |
| "step": 7000 | |
| }, | |
| { | |
| "epoch": 8.88, | |
| "learning_rate": 1.4423189766459336e-05, | |
| "loss": 0.293, | |
| "step": 7010 | |
| }, | |
| { | |
| "epoch": 8.89, | |
| "learning_rate": 1.436451120760474e-05, | |
| "loss": 0.3286, | |
| "step": 7020 | |
| }, | |
| { | |
| "epoch": 8.91, | |
| "learning_rate": 1.4305832648750148e-05, | |
| "loss": 0.3389, | |
| "step": 7030 | |
| }, | |
| { | |
| "epoch": 8.92, | |
| "learning_rate": 1.4247154089895553e-05, | |
| "loss": 0.3551, | |
| "step": 7040 | |
| }, | |
| { | |
| "epoch": 8.93, | |
| "learning_rate": 1.418847553104096e-05, | |
| "loss": 0.3724, | |
| "step": 7050 | |
| }, | |
| { | |
| "epoch": 8.95, | |
| "learning_rate": 1.4129796972186362e-05, | |
| "loss": 0.3807, | |
| "step": 7060 | |
| }, | |
| { | |
| "epoch": 8.96, | |
| "learning_rate": 1.4071118413331769e-05, | |
| "loss": 0.349, | |
| "step": 7070 | |
| }, | |
| { | |
| "epoch": 8.97, | |
| "learning_rate": 1.4012439854477174e-05, | |
| "loss": 0.3541, | |
| "step": 7080 | |
| }, | |
| { | |
| "epoch": 8.98, | |
| "learning_rate": 1.3953761295622581e-05, | |
| "loss": 0.3742, | |
| "step": 7090 | |
| }, | |
| { | |
| "epoch": 9.0, | |
| "learning_rate": 1.3895082736767986e-05, | |
| "loss": 0.3987, | |
| "step": 7100 | |
| }, | |
| { | |
| "epoch": 9.0, | |
| "eval_accuracy": 0.9064554455445545, | |
| "eval_loss": 0.33777889609336853, | |
| "eval_runtime": 440.8089, | |
| "eval_samples_per_second": 57.281, | |
| "eval_steps_per_second": 2.389, | |
| "step": 7103 | |
| }, | |
| { | |
| "epoch": 9.01, | |
| "learning_rate": 1.3836404177913392e-05, | |
| "loss": 0.2982, | |
| "step": 7110 | |
| }, | |
| { | |
| "epoch": 9.02, | |
| "learning_rate": 1.3777725619058795e-05, | |
| "loss": 0.311, | |
| "step": 7120 | |
| }, | |
| { | |
| "epoch": 9.03, | |
| "learning_rate": 1.3719047060204202e-05, | |
| "loss": 0.3242, | |
| "step": 7130 | |
| }, | |
| { | |
| "epoch": 9.05, | |
| "learning_rate": 1.3660368501349607e-05, | |
| "loss": 0.3473, | |
| "step": 7140 | |
| }, | |
| { | |
| "epoch": 9.06, | |
| "learning_rate": 1.3601689942495013e-05, | |
| "loss": 0.3544, | |
| "step": 7150 | |
| }, | |
| { | |
| "epoch": 9.07, | |
| "learning_rate": 1.354301138364042e-05, | |
| "loss": 0.3112, | |
| "step": 7160 | |
| }, | |
| { | |
| "epoch": 9.08, | |
| "learning_rate": 1.3484332824785825e-05, | |
| "loss": 0.328, | |
| "step": 7170 | |
| }, | |
| { | |
| "epoch": 9.1, | |
| "learning_rate": 1.3425654265931229e-05, | |
| "loss": 0.264, | |
| "step": 7180 | |
| }, | |
| { | |
| "epoch": 9.11, | |
| "learning_rate": 1.3366975707076634e-05, | |
| "loss": 0.2915, | |
| "step": 7190 | |
| }, | |
| { | |
| "epoch": 9.12, | |
| "learning_rate": 1.330829714822204e-05, | |
| "loss": 0.3207, | |
| "step": 7200 | |
| }, | |
| { | |
| "epoch": 9.14, | |
| "learning_rate": 1.3249618589367446e-05, | |
| "loss": 0.3532, | |
| "step": 7210 | |
| }, | |
| { | |
| "epoch": 9.15, | |
| "learning_rate": 1.3190940030512853e-05, | |
| "loss": 0.2557, | |
| "step": 7220 | |
| }, | |
| { | |
| "epoch": 9.16, | |
| "learning_rate": 1.3132261471658255e-05, | |
| "loss": 0.3209, | |
| "step": 7230 | |
| }, | |
| { | |
| "epoch": 9.17, | |
| "learning_rate": 1.3073582912803662e-05, | |
| "loss": 0.294, | |
| "step": 7240 | |
| }, | |
| { | |
| "epoch": 9.19, | |
| "learning_rate": 1.3014904353949067e-05, | |
| "loss": 0.2438, | |
| "step": 7250 | |
| }, | |
| { | |
| "epoch": 9.2, | |
| "learning_rate": 1.2956225795094474e-05, | |
| "loss": 0.3175, | |
| "step": 7260 | |
| }, | |
| { | |
| "epoch": 9.21, | |
| "learning_rate": 1.289754723623988e-05, | |
| "loss": 0.3292, | |
| "step": 7270 | |
| }, | |
| { | |
| "epoch": 9.22, | |
| "learning_rate": 1.2838868677385285e-05, | |
| "loss": 0.3492, | |
| "step": 7280 | |
| }, | |
| { | |
| "epoch": 9.24, | |
| "learning_rate": 1.2780190118530688e-05, | |
| "loss": 0.2813, | |
| "step": 7290 | |
| }, | |
| { | |
| "epoch": 9.25, | |
| "learning_rate": 1.2721511559676093e-05, | |
| "loss": 0.3428, | |
| "step": 7300 | |
| }, | |
| { | |
| "epoch": 9.26, | |
| "learning_rate": 1.26628330008215e-05, | |
| "loss": 0.3096, | |
| "step": 7310 | |
| }, | |
| { | |
| "epoch": 9.27, | |
| "learning_rate": 1.2604154441966906e-05, | |
| "loss": 0.3367, | |
| "step": 7320 | |
| }, | |
| { | |
| "epoch": 9.29, | |
| "learning_rate": 1.2545475883112313e-05, | |
| "loss": 0.3247, | |
| "step": 7330 | |
| }, | |
| { | |
| "epoch": 9.3, | |
| "learning_rate": 1.2486797324257716e-05, | |
| "loss": 0.31, | |
| "step": 7340 | |
| }, | |
| { | |
| "epoch": 9.31, | |
| "learning_rate": 1.2428118765403123e-05, | |
| "loss": 0.2728, | |
| "step": 7350 | |
| }, | |
| { | |
| "epoch": 9.33, | |
| "learning_rate": 1.2369440206548527e-05, | |
| "loss": 0.2553, | |
| "step": 7360 | |
| }, | |
| { | |
| "epoch": 9.34, | |
| "learning_rate": 1.2310761647693934e-05, | |
| "loss": 0.3172, | |
| "step": 7370 | |
| }, | |
| { | |
| "epoch": 9.35, | |
| "learning_rate": 1.2252083088839339e-05, | |
| "loss": 0.3104, | |
| "step": 7380 | |
| }, | |
| { | |
| "epoch": 9.36, | |
| "learning_rate": 1.2193404529984744e-05, | |
| "loss": 0.3375, | |
| "step": 7390 | |
| }, | |
| { | |
| "epoch": 9.38, | |
| "learning_rate": 1.213472597113015e-05, | |
| "loss": 0.3112, | |
| "step": 7400 | |
| }, | |
| { | |
| "epoch": 9.39, | |
| "learning_rate": 1.2076047412275555e-05, | |
| "loss": 0.2777, | |
| "step": 7410 | |
| }, | |
| { | |
| "epoch": 9.4, | |
| "learning_rate": 1.201736885342096e-05, | |
| "loss": 0.3268, | |
| "step": 7420 | |
| }, | |
| { | |
| "epoch": 9.41, | |
| "learning_rate": 1.1958690294566365e-05, | |
| "loss": 0.3119, | |
| "step": 7430 | |
| }, | |
| { | |
| "epoch": 9.43, | |
| "learning_rate": 1.1900011735711772e-05, | |
| "loss": 0.4062, | |
| "step": 7440 | |
| }, | |
| { | |
| "epoch": 9.44, | |
| "learning_rate": 1.1841333176857176e-05, | |
| "loss": 0.2731, | |
| "step": 7450 | |
| }, | |
| { | |
| "epoch": 9.45, | |
| "learning_rate": 1.1782654618002583e-05, | |
| "loss": 0.3268, | |
| "step": 7460 | |
| }, | |
| { | |
| "epoch": 9.46, | |
| "learning_rate": 1.1723976059147988e-05, | |
| "loss": 0.2489, | |
| "step": 7470 | |
| }, | |
| { | |
| "epoch": 9.48, | |
| "learning_rate": 1.1665297500293393e-05, | |
| "loss": 0.31, | |
| "step": 7480 | |
| }, | |
| { | |
| "epoch": 9.49, | |
| "learning_rate": 1.1606618941438799e-05, | |
| "loss": 0.2989, | |
| "step": 7490 | |
| }, | |
| { | |
| "epoch": 9.5, | |
| "learning_rate": 1.1547940382584206e-05, | |
| "loss": 0.2728, | |
| "step": 7500 | |
| }, | |
| { | |
| "epoch": 9.52, | |
| "learning_rate": 1.1489261823729609e-05, | |
| "loss": 0.3294, | |
| "step": 7510 | |
| }, | |
| { | |
| "epoch": 9.53, | |
| "learning_rate": 1.1430583264875014e-05, | |
| "loss": 0.3223, | |
| "step": 7520 | |
| }, | |
| { | |
| "epoch": 9.54, | |
| "learning_rate": 1.1371904706020421e-05, | |
| "loss": 0.2591, | |
| "step": 7530 | |
| }, | |
| { | |
| "epoch": 9.55, | |
| "learning_rate": 1.1313226147165825e-05, | |
| "loss": 0.3473, | |
| "step": 7540 | |
| }, | |
| { | |
| "epoch": 9.57, | |
| "learning_rate": 1.1254547588311232e-05, | |
| "loss": 0.3155, | |
| "step": 7550 | |
| }, | |
| { | |
| "epoch": 9.58, | |
| "learning_rate": 1.1195869029456637e-05, | |
| "loss": 0.282, | |
| "step": 7560 | |
| }, | |
| { | |
| "epoch": 9.59, | |
| "learning_rate": 1.1137190470602042e-05, | |
| "loss": 0.3185, | |
| "step": 7570 | |
| }, | |
| { | |
| "epoch": 9.6, | |
| "learning_rate": 1.1078511911747448e-05, | |
| "loss": 0.3123, | |
| "step": 7580 | |
| }, | |
| { | |
| "epoch": 9.62, | |
| "learning_rate": 1.1019833352892855e-05, | |
| "loss": 0.2771, | |
| "step": 7590 | |
| }, | |
| { | |
| "epoch": 9.63, | |
| "learning_rate": 1.0961154794038258e-05, | |
| "loss": 0.2699, | |
| "step": 7600 | |
| }, | |
| { | |
| "epoch": 9.64, | |
| "learning_rate": 1.0902476235183665e-05, | |
| "loss": 0.2277, | |
| "step": 7610 | |
| }, | |
| { | |
| "epoch": 9.65, | |
| "learning_rate": 1.084379767632907e-05, | |
| "loss": 0.3337, | |
| "step": 7620 | |
| }, | |
| { | |
| "epoch": 9.67, | |
| "learning_rate": 1.0785119117474476e-05, | |
| "loss": 0.2838, | |
| "step": 7630 | |
| }, | |
| { | |
| "epoch": 9.68, | |
| "learning_rate": 1.0726440558619881e-05, | |
| "loss": 0.3084, | |
| "step": 7640 | |
| }, | |
| { | |
| "epoch": 9.69, | |
| "learning_rate": 1.0667761999765286e-05, | |
| "loss": 0.2664, | |
| "step": 7650 | |
| }, | |
| { | |
| "epoch": 9.71, | |
| "learning_rate": 1.0609083440910692e-05, | |
| "loss": 0.2374, | |
| "step": 7660 | |
| }, | |
| { | |
| "epoch": 9.72, | |
| "learning_rate": 1.0550404882056097e-05, | |
| "loss": 0.3054, | |
| "step": 7670 | |
| }, | |
| { | |
| "epoch": 9.73, | |
| "learning_rate": 1.0491726323201502e-05, | |
| "loss": 0.329, | |
| "step": 7680 | |
| }, | |
| { | |
| "epoch": 9.74, | |
| "learning_rate": 1.0433047764346907e-05, | |
| "loss": 0.2754, | |
| "step": 7690 | |
| }, | |
| { | |
| "epoch": 9.76, | |
| "learning_rate": 1.0374369205492314e-05, | |
| "loss": 0.2711, | |
| "step": 7700 | |
| }, | |
| { | |
| "epoch": 9.77, | |
| "learning_rate": 1.0315690646637718e-05, | |
| "loss": 0.3203, | |
| "step": 7710 | |
| }, | |
| { | |
| "epoch": 9.78, | |
| "learning_rate": 1.0257012087783125e-05, | |
| "loss": 0.2334, | |
| "step": 7720 | |
| }, | |
| { | |
| "epoch": 9.79, | |
| "learning_rate": 1.019833352892853e-05, | |
| "loss": 0.2934, | |
| "step": 7730 | |
| }, | |
| { | |
| "epoch": 9.81, | |
| "learning_rate": 1.0139654970073935e-05, | |
| "loss": 0.273, | |
| "step": 7740 | |
| }, | |
| { | |
| "epoch": 9.82, | |
| "learning_rate": 1.008097641121934e-05, | |
| "loss": 0.314, | |
| "step": 7750 | |
| }, | |
| { | |
| "epoch": 9.83, | |
| "learning_rate": 1.0022297852364746e-05, | |
| "loss": 0.3067, | |
| "step": 7760 | |
| }, | |
| { | |
| "epoch": 9.84, | |
| "learning_rate": 9.963619293510151e-06, | |
| "loss": 0.2914, | |
| "step": 7770 | |
| }, | |
| { | |
| "epoch": 9.86, | |
| "learning_rate": 9.904940734655556e-06, | |
| "loss": 0.2977, | |
| "step": 7780 | |
| }, | |
| { | |
| "epoch": 9.87, | |
| "learning_rate": 9.846262175800963e-06, | |
| "loss": 0.246, | |
| "step": 7790 | |
| }, | |
| { | |
| "epoch": 9.88, | |
| "learning_rate": 9.787583616946367e-06, | |
| "loss": 0.298, | |
| "step": 7800 | |
| }, | |
| { | |
| "epoch": 9.9, | |
| "learning_rate": 9.728905058091774e-06, | |
| "loss": 0.3061, | |
| "step": 7810 | |
| }, | |
| { | |
| "epoch": 9.91, | |
| "learning_rate": 9.67022649923718e-06, | |
| "loss": 0.2941, | |
| "step": 7820 | |
| }, | |
| { | |
| "epoch": 9.92, | |
| "learning_rate": 9.611547940382585e-06, | |
| "loss": 0.2937, | |
| "step": 7830 | |
| }, | |
| { | |
| "epoch": 9.93, | |
| "learning_rate": 9.55286938152799e-06, | |
| "loss": 0.3252, | |
| "step": 7840 | |
| }, | |
| { | |
| "epoch": 9.95, | |
| "learning_rate": 9.494190822673397e-06, | |
| "loss": 0.2913, | |
| "step": 7850 | |
| }, | |
| { | |
| "epoch": 9.96, | |
| "learning_rate": 9.4355122638188e-06, | |
| "loss": 0.2893, | |
| "step": 7860 | |
| }, | |
| { | |
| "epoch": 9.97, | |
| "learning_rate": 9.376833704964207e-06, | |
| "loss": 0.3198, | |
| "step": 7870 | |
| }, | |
| { | |
| "epoch": 9.98, | |
| "learning_rate": 9.318155146109613e-06, | |
| "loss": 0.3062, | |
| "step": 7880 | |
| }, | |
| { | |
| "epoch": 10.0, | |
| "learning_rate": 9.259476587255018e-06, | |
| "loss": 0.2592, | |
| "step": 7890 | |
| }, | |
| { | |
| "epoch": 10.0, | |
| "eval_accuracy": 0.9070495049504951, | |
| "eval_loss": 0.33933156728744507, | |
| "eval_runtime": 437.3555, | |
| "eval_samples_per_second": 57.733, | |
| "eval_steps_per_second": 2.408, | |
| "step": 7892 | |
| }, | |
| { | |
| "epoch": 10.01, | |
| "learning_rate": 9.200798028400423e-06, | |
| "loss": 0.3061, | |
| "step": 7900 | |
| }, | |
| { | |
| "epoch": 10.02, | |
| "learning_rate": 9.142119469545828e-06, | |
| "loss": 0.2876, | |
| "step": 7910 | |
| }, | |
| { | |
| "epoch": 10.03, | |
| "learning_rate": 9.083440910691234e-06, | |
| "loss": 0.2568, | |
| "step": 7920 | |
| }, | |
| { | |
| "epoch": 10.05, | |
| "learning_rate": 9.024762351836639e-06, | |
| "loss": 0.2987, | |
| "step": 7930 | |
| }, | |
| { | |
| "epoch": 10.06, | |
| "learning_rate": 8.966083792982046e-06, | |
| "loss": 0.3177, | |
| "step": 7940 | |
| }, | |
| { | |
| "epoch": 10.07, | |
| "learning_rate": 8.90740523412745e-06, | |
| "loss": 0.3321, | |
| "step": 7950 | |
| }, | |
| { | |
| "epoch": 10.09, | |
| "learning_rate": 8.848726675272856e-06, | |
| "loss": 0.2881, | |
| "step": 7960 | |
| }, | |
| { | |
| "epoch": 10.1, | |
| "learning_rate": 8.790048116418262e-06, | |
| "loss": 0.324, | |
| "step": 7970 | |
| }, | |
| { | |
| "epoch": 10.11, | |
| "learning_rate": 8.731369557563667e-06, | |
| "loss": 0.3359, | |
| "step": 7980 | |
| }, | |
| { | |
| "epoch": 10.12, | |
| "learning_rate": 8.672690998709072e-06, | |
| "loss": 0.3491, | |
| "step": 7990 | |
| }, | |
| { | |
| "epoch": 10.14, | |
| "learning_rate": 8.614012439854477e-06, | |
| "loss": 0.3278, | |
| "step": 8000 | |
| }, | |
| { | |
| "epoch": 10.15, | |
| "learning_rate": 8.555333880999883e-06, | |
| "loss": 0.2736, | |
| "step": 8010 | |
| }, | |
| { | |
| "epoch": 10.16, | |
| "learning_rate": 8.496655322145288e-06, | |
| "loss": 0.2505, | |
| "step": 8020 | |
| }, | |
| { | |
| "epoch": 10.17, | |
| "learning_rate": 8.437976763290693e-06, | |
| "loss": 0.2611, | |
| "step": 8030 | |
| }, | |
| { | |
| "epoch": 10.19, | |
| "learning_rate": 8.379298204436099e-06, | |
| "loss": 0.2884, | |
| "step": 8040 | |
| }, | |
| { | |
| "epoch": 10.2, | |
| "learning_rate": 8.320619645581505e-06, | |
| "loss": 0.3311, | |
| "step": 8050 | |
| }, | |
| { | |
| "epoch": 10.21, | |
| "learning_rate": 8.261941086726909e-06, | |
| "loss": 0.1975, | |
| "step": 8060 | |
| }, | |
| { | |
| "epoch": 10.22, | |
| "learning_rate": 8.203262527872316e-06, | |
| "loss": 0.2997, | |
| "step": 8070 | |
| }, | |
| { | |
| "epoch": 10.24, | |
| "learning_rate": 8.144583969017721e-06, | |
| "loss": 0.2988, | |
| "step": 8080 | |
| }, | |
| { | |
| "epoch": 10.25, | |
| "learning_rate": 8.085905410163127e-06, | |
| "loss": 0.3134, | |
| "step": 8090 | |
| }, | |
| { | |
| "epoch": 10.26, | |
| "learning_rate": 8.027226851308532e-06, | |
| "loss": 0.3067, | |
| "step": 8100 | |
| }, | |
| { | |
| "epoch": 10.28, | |
| "learning_rate": 7.968548292453939e-06, | |
| "loss": 0.3066, | |
| "step": 8110 | |
| }, | |
| { | |
| "epoch": 10.29, | |
| "learning_rate": 7.909869733599342e-06, | |
| "loss": 0.2707, | |
| "step": 8120 | |
| }, | |
| { | |
| "epoch": 10.3, | |
| "learning_rate": 7.85119117474475e-06, | |
| "loss": 0.2678, | |
| "step": 8130 | |
| }, | |
| { | |
| "epoch": 10.31, | |
| "learning_rate": 7.792512615890155e-06, | |
| "loss": 0.2693, | |
| "step": 8140 | |
| }, | |
| { | |
| "epoch": 10.33, | |
| "learning_rate": 7.73383405703556e-06, | |
| "loss": 0.3061, | |
| "step": 8150 | |
| }, | |
| { | |
| "epoch": 10.34, | |
| "learning_rate": 7.675155498180965e-06, | |
| "loss": 0.3383, | |
| "step": 8160 | |
| }, | |
| { | |
| "epoch": 10.35, | |
| "learning_rate": 7.616476939326371e-06, | |
| "loss": 0.253, | |
| "step": 8170 | |
| }, | |
| { | |
| "epoch": 10.36, | |
| "learning_rate": 7.557798380471776e-06, | |
| "loss": 0.2906, | |
| "step": 8180 | |
| }, | |
| { | |
| "epoch": 10.38, | |
| "learning_rate": 7.499119821617182e-06, | |
| "loss": 0.2955, | |
| "step": 8190 | |
| }, | |
| { | |
| "epoch": 10.39, | |
| "learning_rate": 7.440441262762587e-06, | |
| "loss": 0.3253, | |
| "step": 8200 | |
| }, | |
| { | |
| "epoch": 10.4, | |
| "learning_rate": 7.381762703907992e-06, | |
| "loss": 0.2456, | |
| "step": 8210 | |
| }, | |
| { | |
| "epoch": 10.41, | |
| "learning_rate": 7.323084145053398e-06, | |
| "loss": 0.3264, | |
| "step": 8220 | |
| }, | |
| { | |
| "epoch": 10.43, | |
| "learning_rate": 7.264405586198804e-06, | |
| "loss": 0.3272, | |
| "step": 8230 | |
| }, | |
| { | |
| "epoch": 10.44, | |
| "learning_rate": 7.205727027344208e-06, | |
| "loss": 0.2559, | |
| "step": 8240 | |
| }, | |
| { | |
| "epoch": 10.45, | |
| "learning_rate": 7.147048468489614e-06, | |
| "loss": 0.2911, | |
| "step": 8250 | |
| }, | |
| { | |
| "epoch": 10.47, | |
| "learning_rate": 7.08836990963502e-06, | |
| "loss": 0.2955, | |
| "step": 8260 | |
| }, | |
| { | |
| "epoch": 10.48, | |
| "learning_rate": 7.029691350780425e-06, | |
| "loss": 0.2737, | |
| "step": 8270 | |
| }, | |
| { | |
| "epoch": 10.49, | |
| "learning_rate": 6.971012791925831e-06, | |
| "loss": 0.2768, | |
| "step": 8280 | |
| }, | |
| { | |
| "epoch": 10.5, | |
| "learning_rate": 6.912334233071237e-06, | |
| "loss": 0.2408, | |
| "step": 8290 | |
| }, | |
| { | |
| "epoch": 10.52, | |
| "learning_rate": 6.8536556742166414e-06, | |
| "loss": 0.292, | |
| "step": 8300 | |
| }, | |
| { | |
| "epoch": 10.53, | |
| "learning_rate": 6.7949771153620476e-06, | |
| "loss": 0.2838, | |
| "step": 8310 | |
| }, | |
| { | |
| "epoch": 10.54, | |
| "learning_rate": 6.736298556507452e-06, | |
| "loss": 0.3735, | |
| "step": 8320 | |
| }, | |
| { | |
| "epoch": 10.55, | |
| "learning_rate": 6.677619997652858e-06, | |
| "loss": 0.2531, | |
| "step": 8330 | |
| }, | |
| { | |
| "epoch": 10.57, | |
| "learning_rate": 6.618941438798263e-06, | |
| "loss": 0.3083, | |
| "step": 8340 | |
| }, | |
| { | |
| "epoch": 10.58, | |
| "learning_rate": 6.560262879943669e-06, | |
| "loss": 0.3056, | |
| "step": 8350 | |
| }, | |
| { | |
| "epoch": 10.59, | |
| "learning_rate": 6.501584321089074e-06, | |
| "loss": 0.3388, | |
| "step": 8360 | |
| }, | |
| { | |
| "epoch": 10.61, | |
| "learning_rate": 6.44290576223448e-06, | |
| "loss": 0.2395, | |
| "step": 8370 | |
| }, | |
| { | |
| "epoch": 10.62, | |
| "learning_rate": 6.3842272033798844e-06, | |
| "loss": 0.248, | |
| "step": 8380 | |
| }, | |
| { | |
| "epoch": 10.63, | |
| "learning_rate": 6.3255486445252906e-06, | |
| "loss": 0.2803, | |
| "step": 8390 | |
| }, | |
| { | |
| "epoch": 10.64, | |
| "learning_rate": 6.266870085670697e-06, | |
| "loss": 0.2591, | |
| "step": 8400 | |
| }, | |
| { | |
| "epoch": 10.66, | |
| "learning_rate": 6.208191526816102e-06, | |
| "loss": 0.2468, | |
| "step": 8410 | |
| }, | |
| { | |
| "epoch": 10.67, | |
| "learning_rate": 6.149512967961507e-06, | |
| "loss": 0.2807, | |
| "step": 8420 | |
| }, | |
| { | |
| "epoch": 10.68, | |
| "learning_rate": 6.0908344091069125e-06, | |
| "loss": 0.2818, | |
| "step": 8430 | |
| }, | |
| { | |
| "epoch": 10.69, | |
| "learning_rate": 6.032155850252319e-06, | |
| "loss": 0.2603, | |
| "step": 8440 | |
| }, | |
| { | |
| "epoch": 10.71, | |
| "learning_rate": 5.973477291397724e-06, | |
| "loss": 0.268, | |
| "step": 8450 | |
| }, | |
| { | |
| "epoch": 10.72, | |
| "learning_rate": 5.914798732543129e-06, | |
| "loss": 0.2645, | |
| "step": 8460 | |
| }, | |
| { | |
| "epoch": 10.73, | |
| "learning_rate": 5.856120173688534e-06, | |
| "loss": 0.2748, | |
| "step": 8470 | |
| }, | |
| { | |
| "epoch": 10.74, | |
| "learning_rate": 5.79744161483394e-06, | |
| "loss": 0.2952, | |
| "step": 8480 | |
| }, | |
| { | |
| "epoch": 10.76, | |
| "learning_rate": 5.738763055979345e-06, | |
| "loss": 0.2933, | |
| "step": 8490 | |
| }, | |
| { | |
| "epoch": 10.77, | |
| "learning_rate": 5.680084497124751e-06, | |
| "loss": 0.256, | |
| "step": 8500 | |
| }, | |
| { | |
| "epoch": 10.78, | |
| "learning_rate": 5.621405938270156e-06, | |
| "loss": 0.2848, | |
| "step": 8510 | |
| }, | |
| { | |
| "epoch": 10.8, | |
| "learning_rate": 5.562727379415562e-06, | |
| "loss": 0.2927, | |
| "step": 8520 | |
| }, | |
| { | |
| "epoch": 10.81, | |
| "learning_rate": 5.504048820560968e-06, | |
| "loss": 0.2515, | |
| "step": 8530 | |
| }, | |
| { | |
| "epoch": 10.82, | |
| "learning_rate": 5.445370261706373e-06, | |
| "loss": 0.263, | |
| "step": 8540 | |
| }, | |
| { | |
| "epoch": 10.83, | |
| "learning_rate": 5.386691702851778e-06, | |
| "loss": 0.2657, | |
| "step": 8550 | |
| }, | |
| { | |
| "epoch": 10.85, | |
| "learning_rate": 5.3280131439971835e-06, | |
| "loss": 0.3413, | |
| "step": 8560 | |
| }, | |
| { | |
| "epoch": 10.86, | |
| "learning_rate": 5.26933458514259e-06, | |
| "loss": 0.2862, | |
| "step": 8570 | |
| }, | |
| { | |
| "epoch": 10.87, | |
| "learning_rate": 5.210656026287995e-06, | |
| "loss": 0.2806, | |
| "step": 8580 | |
| }, | |
| { | |
| "epoch": 10.88, | |
| "learning_rate": 5.1519774674334e-06, | |
| "loss": 0.3006, | |
| "step": 8590 | |
| }, | |
| { | |
| "epoch": 10.9, | |
| "learning_rate": 5.093298908578805e-06, | |
| "loss": 0.2896, | |
| "step": 8600 | |
| }, | |
| { | |
| "epoch": 10.91, | |
| "learning_rate": 5.034620349724211e-06, | |
| "loss": 0.2883, | |
| "step": 8610 | |
| }, | |
| { | |
| "epoch": 10.92, | |
| "learning_rate": 4.975941790869616e-06, | |
| "loss": 0.2712, | |
| "step": 8620 | |
| }, | |
| { | |
| "epoch": 10.93, | |
| "learning_rate": 4.917263232015022e-06, | |
| "loss": 0.305, | |
| "step": 8630 | |
| }, | |
| { | |
| "epoch": 10.95, | |
| "learning_rate": 4.858584673160427e-06, | |
| "loss": 0.2631, | |
| "step": 8640 | |
| }, | |
| { | |
| "epoch": 10.96, | |
| "learning_rate": 4.799906114305833e-06, | |
| "loss": 0.2585, | |
| "step": 8650 | |
| }, | |
| { | |
| "epoch": 10.97, | |
| "learning_rate": 4.741227555451239e-06, | |
| "loss": 0.2742, | |
| "step": 8660 | |
| }, | |
| { | |
| "epoch": 10.99, | |
| "learning_rate": 4.682548996596644e-06, | |
| "loss": 0.3235, | |
| "step": 8670 | |
| }, | |
| { | |
| "epoch": 11.0, | |
| "learning_rate": 4.623870437742049e-06, | |
| "loss": 0.2661, | |
| "step": 8680 | |
| }, | |
| { | |
| "epoch": 11.0, | |
| "eval_accuracy": 0.907960396039604, | |
| "eval_loss": 0.3365758955478668, | |
| "eval_runtime": 437.9341, | |
| "eval_samples_per_second": 57.657, | |
| "eval_steps_per_second": 2.404, | |
| "step": 8681 | |
| }, | |
| { | |
| "epoch": 11.01, | |
| "learning_rate": 4.565191878887455e-06, | |
| "loss": 0.2809, | |
| "step": 8690 | |
| }, | |
| { | |
| "epoch": 11.02, | |
| "learning_rate": 4.506513320032861e-06, | |
| "loss": 0.2697, | |
| "step": 8700 | |
| }, | |
| { | |
| "epoch": 11.04, | |
| "learning_rate": 4.447834761178266e-06, | |
| "loss": 0.2394, | |
| "step": 8710 | |
| }, | |
| { | |
| "epoch": 11.05, | |
| "learning_rate": 4.389156202323671e-06, | |
| "loss": 0.3101, | |
| "step": 8720 | |
| }, | |
| { | |
| "epoch": 11.06, | |
| "learning_rate": 4.3304776434690765e-06, | |
| "loss": 0.2784, | |
| "step": 8730 | |
| }, | |
| { | |
| "epoch": 11.07, | |
| "learning_rate": 4.271799084614482e-06, | |
| "loss": 0.3054, | |
| "step": 8740 | |
| }, | |
| { | |
| "epoch": 11.09, | |
| "learning_rate": 4.213120525759887e-06, | |
| "loss": 0.281, | |
| "step": 8750 | |
| }, | |
| { | |
| "epoch": 11.1, | |
| "learning_rate": 4.154441966905293e-06, | |
| "loss": 0.2932, | |
| "step": 8760 | |
| }, | |
| { | |
| "epoch": 11.11, | |
| "learning_rate": 4.095763408050698e-06, | |
| "loss": 0.3544, | |
| "step": 8770 | |
| }, | |
| { | |
| "epoch": 11.12, | |
| "learning_rate": 4.037084849196104e-06, | |
| "loss": 0.2377, | |
| "step": 8780 | |
| }, | |
| { | |
| "epoch": 11.14, | |
| "learning_rate": 3.97840629034151e-06, | |
| "loss": 0.2626, | |
| "step": 8790 | |
| }, | |
| { | |
| "epoch": 11.15, | |
| "learning_rate": 3.919727731486915e-06, | |
| "loss": 0.2207, | |
| "step": 8800 | |
| }, | |
| { | |
| "epoch": 11.16, | |
| "learning_rate": 3.86104917263232e-06, | |
| "loss": 0.3224, | |
| "step": 8810 | |
| }, | |
| { | |
| "epoch": 11.18, | |
| "learning_rate": 3.802370613777726e-06, | |
| "loss": 0.2481, | |
| "step": 8820 | |
| }, | |
| { | |
| "epoch": 11.19, | |
| "learning_rate": 3.7436920549231313e-06, | |
| "loss": 0.2562, | |
| "step": 8830 | |
| }, | |
| { | |
| "epoch": 11.2, | |
| "learning_rate": 3.6850134960685365e-06, | |
| "loss": 0.3292, | |
| "step": 8840 | |
| }, | |
| { | |
| "epoch": 11.21, | |
| "learning_rate": 3.6263349372139426e-06, | |
| "loss": 0.2896, | |
| "step": 8850 | |
| }, | |
| { | |
| "epoch": 11.23, | |
| "learning_rate": 3.567656378359348e-06, | |
| "loss": 0.2448, | |
| "step": 8860 | |
| }, | |
| { | |
| "epoch": 11.24, | |
| "learning_rate": 3.508977819504753e-06, | |
| "loss": 0.2582, | |
| "step": 8870 | |
| }, | |
| { | |
| "epoch": 11.25, | |
| "learning_rate": 3.4502992606501584e-06, | |
| "loss": 0.2763, | |
| "step": 8880 | |
| }, | |
| { | |
| "epoch": 11.26, | |
| "learning_rate": 3.391620701795564e-06, | |
| "loss": 0.2544, | |
| "step": 8890 | |
| }, | |
| { | |
| "epoch": 11.28, | |
| "learning_rate": 3.3329421429409694e-06, | |
| "loss": 0.2214, | |
| "step": 8900 | |
| }, | |
| { | |
| "epoch": 11.29, | |
| "learning_rate": 3.2742635840863747e-06, | |
| "loss": 0.3121, | |
| "step": 8910 | |
| }, | |
| { | |
| "epoch": 11.3, | |
| "learning_rate": 3.2155850252317808e-06, | |
| "loss": 0.2643, | |
| "step": 8920 | |
| }, | |
| { | |
| "epoch": 11.31, | |
| "learning_rate": 3.156906466377186e-06, | |
| "loss": 0.2607, | |
| "step": 8930 | |
| }, | |
| { | |
| "epoch": 11.33, | |
| "learning_rate": 3.0982279075225913e-06, | |
| "loss": 0.2641, | |
| "step": 8940 | |
| }, | |
| { | |
| "epoch": 11.34, | |
| "learning_rate": 3.0395493486679966e-06, | |
| "loss": 0.2913, | |
| "step": 8950 | |
| }, | |
| { | |
| "epoch": 11.35, | |
| "learning_rate": 2.9808707898134023e-06, | |
| "loss": 0.2691, | |
| "step": 8960 | |
| }, | |
| { | |
| "epoch": 11.37, | |
| "learning_rate": 2.9221922309588076e-06, | |
| "loss": 0.2607, | |
| "step": 8970 | |
| }, | |
| { | |
| "epoch": 11.38, | |
| "learning_rate": 2.8635136721042132e-06, | |
| "loss": 0.3011, | |
| "step": 8980 | |
| }, | |
| { | |
| "epoch": 11.39, | |
| "learning_rate": 2.804835113249619e-06, | |
| "loss": 0.2258, | |
| "step": 8990 | |
| }, | |
| { | |
| "epoch": 11.4, | |
| "learning_rate": 2.746156554395024e-06, | |
| "loss": 0.2513, | |
| "step": 9000 | |
| }, | |
| { | |
| "epoch": 11.42, | |
| "learning_rate": 2.6874779955404295e-06, | |
| "loss": 0.2826, | |
| "step": 9010 | |
| }, | |
| { | |
| "epoch": 11.43, | |
| "learning_rate": 2.628799436685835e-06, | |
| "loss": 0.2995, | |
| "step": 9020 | |
| }, | |
| { | |
| "epoch": 11.44, | |
| "learning_rate": 2.5701208778312404e-06, | |
| "loss": 0.2754, | |
| "step": 9030 | |
| }, | |
| { | |
| "epoch": 11.45, | |
| "learning_rate": 2.511442318976646e-06, | |
| "loss": 0.2281, | |
| "step": 9040 | |
| }, | |
| { | |
| "epoch": 11.47, | |
| "learning_rate": 2.4527637601220514e-06, | |
| "loss": 0.3042, | |
| "step": 9050 | |
| }, | |
| { | |
| "epoch": 11.48, | |
| "learning_rate": 2.394085201267457e-06, | |
| "loss": 0.2896, | |
| "step": 9060 | |
| }, | |
| { | |
| "epoch": 11.49, | |
| "learning_rate": 2.3354066424128624e-06, | |
| "loss": 0.2578, | |
| "step": 9070 | |
| }, | |
| { | |
| "epoch": 11.5, | |
| "learning_rate": 2.2767280835582676e-06, | |
| "loss": 0.2868, | |
| "step": 9080 | |
| }, | |
| { | |
| "epoch": 11.52, | |
| "learning_rate": 2.2180495247036733e-06, | |
| "loss": 0.2487, | |
| "step": 9090 | |
| }, | |
| { | |
| "epoch": 11.53, | |
| "learning_rate": 2.159370965849079e-06, | |
| "loss": 0.303, | |
| "step": 9100 | |
| }, | |
| { | |
| "epoch": 11.54, | |
| "learning_rate": 2.1006924069944843e-06, | |
| "loss": 0.2874, | |
| "step": 9110 | |
| }, | |
| { | |
| "epoch": 11.56, | |
| "learning_rate": 2.04201384813989e-06, | |
| "loss": 0.2679, | |
| "step": 9120 | |
| }, | |
| { | |
| "epoch": 11.57, | |
| "learning_rate": 1.9833352892852952e-06, | |
| "loss": 0.3148, | |
| "step": 9130 | |
| }, | |
| { | |
| "epoch": 11.58, | |
| "learning_rate": 1.9246567304307005e-06, | |
| "loss": 0.2934, | |
| "step": 9140 | |
| }, | |
| { | |
| "epoch": 11.59, | |
| "learning_rate": 1.8659781715761062e-06, | |
| "loss": 0.3105, | |
| "step": 9150 | |
| }, | |
| { | |
| "epoch": 11.61, | |
| "learning_rate": 1.8072996127215115e-06, | |
| "loss": 0.2459, | |
| "step": 9160 | |
| }, | |
| { | |
| "epoch": 11.62, | |
| "learning_rate": 1.7486210538669172e-06, | |
| "loss": 0.2395, | |
| "step": 9170 | |
| }, | |
| { | |
| "epoch": 11.63, | |
| "learning_rate": 1.6899424950123226e-06, | |
| "loss": 0.2557, | |
| "step": 9180 | |
| }, | |
| { | |
| "epoch": 11.64, | |
| "learning_rate": 1.631263936157728e-06, | |
| "loss": 0.3449, | |
| "step": 9190 | |
| }, | |
| { | |
| "epoch": 11.66, | |
| "learning_rate": 1.5725853773031336e-06, | |
| "loss": 0.2445, | |
| "step": 9200 | |
| }, | |
| { | |
| "epoch": 11.67, | |
| "learning_rate": 1.513906818448539e-06, | |
| "loss": 0.2784, | |
| "step": 9210 | |
| }, | |
| { | |
| "epoch": 11.68, | |
| "learning_rate": 1.4552282595939443e-06, | |
| "loss": 0.2742, | |
| "step": 9220 | |
| }, | |
| { | |
| "epoch": 11.69, | |
| "learning_rate": 1.3965497007393498e-06, | |
| "loss": 0.3356, | |
| "step": 9230 | |
| }, | |
| { | |
| "epoch": 11.71, | |
| "learning_rate": 1.3378711418847555e-06, | |
| "loss": 0.3303, | |
| "step": 9240 | |
| }, | |
| { | |
| "epoch": 11.72, | |
| "learning_rate": 1.2791925830301608e-06, | |
| "loss": 0.2724, | |
| "step": 9250 | |
| }, | |
| { | |
| "epoch": 11.73, | |
| "learning_rate": 1.2205140241755663e-06, | |
| "loss": 0.3073, | |
| "step": 9260 | |
| }, | |
| { | |
| "epoch": 11.75, | |
| "learning_rate": 1.1618354653209717e-06, | |
| "loss": 0.2464, | |
| "step": 9270 | |
| }, | |
| { | |
| "epoch": 11.76, | |
| "learning_rate": 1.1031569064663772e-06, | |
| "loss": 0.2341, | |
| "step": 9280 | |
| }, | |
| { | |
| "epoch": 11.77, | |
| "learning_rate": 1.0444783476117827e-06, | |
| "loss": 0.2998, | |
| "step": 9290 | |
| }, | |
| { | |
| "epoch": 11.78, | |
| "learning_rate": 9.857997887571882e-07, | |
| "loss": 0.2659, | |
| "step": 9300 | |
| }, | |
| { | |
| "epoch": 11.8, | |
| "learning_rate": 9.271212299025936e-07, | |
| "loss": 0.2661, | |
| "step": 9310 | |
| }, | |
| { | |
| "epoch": 11.81, | |
| "learning_rate": 8.684426710479991e-07, | |
| "loss": 0.2624, | |
| "step": 9320 | |
| }, | |
| { | |
| "epoch": 11.82, | |
| "learning_rate": 8.097641121934046e-07, | |
| "loss": 0.239, | |
| "step": 9330 | |
| }, | |
| { | |
| "epoch": 11.83, | |
| "learning_rate": 7.5108555333881e-07, | |
| "loss": 0.2893, | |
| "step": 9340 | |
| }, | |
| { | |
| "epoch": 11.85, | |
| "learning_rate": 6.924069944842155e-07, | |
| "loss": 0.2571, | |
| "step": 9350 | |
| }, | |
| { | |
| "epoch": 11.86, | |
| "learning_rate": 6.33728435629621e-07, | |
| "loss": 0.2626, | |
| "step": 9360 | |
| }, | |
| { | |
| "epoch": 11.87, | |
| "learning_rate": 5.750498767750264e-07, | |
| "loss": 0.3191, | |
| "step": 9370 | |
| }, | |
| { | |
| "epoch": 11.88, | |
| "learning_rate": 5.163713179204318e-07, | |
| "loss": 0.2549, | |
| "step": 9380 | |
| }, | |
| { | |
| "epoch": 11.9, | |
| "learning_rate": 4.5769275906583735e-07, | |
| "loss": 0.2904, | |
| "step": 9390 | |
| }, | |
| { | |
| "epoch": 11.91, | |
| "learning_rate": 3.990142002112428e-07, | |
| "loss": 0.2509, | |
| "step": 9400 | |
| }, | |
| { | |
| "epoch": 11.92, | |
| "learning_rate": 3.403356413566483e-07, | |
| "loss": 0.2635, | |
| "step": 9410 | |
| }, | |
| { | |
| "epoch": 11.94, | |
| "learning_rate": 2.816570825020538e-07, | |
| "loss": 0.2982, | |
| "step": 9420 | |
| }, | |
| { | |
| "epoch": 11.95, | |
| "learning_rate": 2.2297852364745924e-07, | |
| "loss": 0.2663, | |
| "step": 9430 | |
| }, | |
| { | |
| "epoch": 11.96, | |
| "learning_rate": 1.642999647928647e-07, | |
| "loss": 0.284, | |
| "step": 9440 | |
| }, | |
| { | |
| "epoch": 11.97, | |
| "learning_rate": 1.0562140593827016e-07, | |
| "loss": 0.2932, | |
| "step": 9450 | |
| }, | |
| { | |
| "epoch": 11.99, | |
| "learning_rate": 4.6942847083675625e-08, | |
| "loss": 0.2632, | |
| "step": 9460 | |
| }, | |
| { | |
| "epoch": 12.0, | |
| "eval_accuracy": 0.9087524752475248, | |
| "eval_loss": 0.33280500769615173, | |
| "eval_runtime": 434.659, | |
| "eval_samples_per_second": 58.092, | |
| "eval_steps_per_second": 2.423, | |
| "step": 9468 | |
| }, | |
| { | |
| "epoch": 12.0, | |
| "step": 9468, | |
| "total_flos": 7.048177916397006e+19, | |
| "train_loss": 0.6424518165378869, | |
| "train_runtime": 40153.8007, | |
| "train_samples_per_second": 22.638, | |
| "train_steps_per_second": 0.236 | |
| } | |
| ], | |
| "logging_steps": 10, | |
| "max_steps": 9468, | |
| "num_train_epochs": 12, | |
| "save_steps": 500, | |
| "total_flos": 7.048177916397006e+19, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |