| { | |
| "best_metric": 0.34654033184051514, | |
| "best_model_checkpoint": "./vit-base-images/checkpoint-1000", | |
| "epoch": 4.0, | |
| "eval_steps": 100, | |
| "global_step": 1000, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.04, | |
| "grad_norm": 1.5996569395065308, | |
| "learning_rate": 0.00019800000000000002, | |
| "loss": 1.0932, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 0.08, | |
| "grad_norm": 1.9198634624481201, | |
| "learning_rate": 0.000196, | |
| "loss": 0.9522, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 0.12, | |
| "grad_norm": 1.2456237077713013, | |
| "learning_rate": 0.000194, | |
| "loss": 0.6875, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 0.16, | |
| "grad_norm": 1.7687036991119385, | |
| "learning_rate": 0.000192, | |
| "loss": 0.9009, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 0.2, | |
| "grad_norm": 2.880617141723633, | |
| "learning_rate": 0.00019, | |
| "loss": 0.7155, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 0.24, | |
| "grad_norm": 1.5424929857254028, | |
| "learning_rate": 0.000188, | |
| "loss": 0.8144, | |
| "step": 60 | |
| }, | |
| { | |
| "epoch": 0.28, | |
| "grad_norm": 1.816297173500061, | |
| "learning_rate": 0.00018600000000000002, | |
| "loss": 0.6641, | |
| "step": 70 | |
| }, | |
| { | |
| "epoch": 0.32, | |
| "grad_norm": 2.0054569244384766, | |
| "learning_rate": 0.00018400000000000003, | |
| "loss": 0.5917, | |
| "step": 80 | |
| }, | |
| { | |
| "epoch": 0.36, | |
| "grad_norm": 2.2372283935546875, | |
| "learning_rate": 0.000182, | |
| "loss": 0.7852, | |
| "step": 90 | |
| }, | |
| { | |
| "epoch": 0.4, | |
| "grad_norm": 2.542130708694458, | |
| "learning_rate": 0.00018, | |
| "loss": 0.7334, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 0.4, | |
| "eval_accuracy": 0.779, | |
| "eval_loss": 0.6142178773880005, | |
| "eval_runtime": 18.2795, | |
| "eval_samples_per_second": 54.706, | |
| "eval_steps_per_second": 6.838, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 0.44, | |
| "grad_norm": 1.4493112564086914, | |
| "learning_rate": 0.00017800000000000002, | |
| "loss": 0.5289, | |
| "step": 110 | |
| }, | |
| { | |
| "epoch": 0.48, | |
| "grad_norm": 1.905771017074585, | |
| "learning_rate": 0.00017600000000000002, | |
| "loss": 0.6191, | |
| "step": 120 | |
| }, | |
| { | |
| "epoch": 0.52, | |
| "grad_norm": 2.2236440181732178, | |
| "learning_rate": 0.000174, | |
| "loss": 0.5111, | |
| "step": 130 | |
| }, | |
| { | |
| "epoch": 0.56, | |
| "grad_norm": 2.113398551940918, | |
| "learning_rate": 0.000172, | |
| "loss": 0.6606, | |
| "step": 140 | |
| }, | |
| { | |
| "epoch": 0.6, | |
| "grad_norm": 2.4624953269958496, | |
| "learning_rate": 0.00017, | |
| "loss": 0.5002, | |
| "step": 150 | |
| }, | |
| { | |
| "epoch": 0.64, | |
| "grad_norm": 2.324570417404175, | |
| "learning_rate": 0.000168, | |
| "loss": 0.9353, | |
| "step": 160 | |
| }, | |
| { | |
| "epoch": 0.68, | |
| "grad_norm": 5.384814262390137, | |
| "learning_rate": 0.000166, | |
| "loss": 0.6604, | |
| "step": 170 | |
| }, | |
| { | |
| "epoch": 0.72, | |
| "grad_norm": 0.8541224598884583, | |
| "learning_rate": 0.000164, | |
| "loss": 0.4894, | |
| "step": 180 | |
| }, | |
| { | |
| "epoch": 0.76, | |
| "grad_norm": 3.017305612564087, | |
| "learning_rate": 0.000162, | |
| "loss": 0.6219, | |
| "step": 190 | |
| }, | |
| { | |
| "epoch": 0.8, | |
| "grad_norm": 1.9483362436294556, | |
| "learning_rate": 0.00016, | |
| "loss": 0.6032, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 0.8, | |
| "eval_accuracy": 0.808, | |
| "eval_loss": 0.5516341328620911, | |
| "eval_runtime": 14.5864, | |
| "eval_samples_per_second": 68.557, | |
| "eval_steps_per_second": 8.57, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 0.84, | |
| "grad_norm": 2.7376227378845215, | |
| "learning_rate": 0.00015800000000000002, | |
| "loss": 0.4968, | |
| "step": 210 | |
| }, | |
| { | |
| "epoch": 0.88, | |
| "grad_norm": 1.563944697380066, | |
| "learning_rate": 0.00015600000000000002, | |
| "loss": 0.4505, | |
| "step": 220 | |
| }, | |
| { | |
| "epoch": 0.92, | |
| "grad_norm": 1.3606369495391846, | |
| "learning_rate": 0.000154, | |
| "loss": 0.5368, | |
| "step": 230 | |
| }, | |
| { | |
| "epoch": 0.96, | |
| "grad_norm": 1.3428421020507812, | |
| "learning_rate": 0.000152, | |
| "loss": 0.4932, | |
| "step": 240 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "grad_norm": 1.9562724828720093, | |
| "learning_rate": 0.00015000000000000001, | |
| "loss": 0.4884, | |
| "step": 250 | |
| }, | |
| { | |
| "epoch": 1.04, | |
| "grad_norm": 0.947496771812439, | |
| "learning_rate": 0.000148, | |
| "loss": 0.381, | |
| "step": 260 | |
| }, | |
| { | |
| "epoch": 1.08, | |
| "grad_norm": 1.6039777994155884, | |
| "learning_rate": 0.000146, | |
| "loss": 0.6633, | |
| "step": 270 | |
| }, | |
| { | |
| "epoch": 1.12, | |
| "grad_norm": 1.8116464614868164, | |
| "learning_rate": 0.000144, | |
| "loss": 0.3728, | |
| "step": 280 | |
| }, | |
| { | |
| "epoch": 1.16, | |
| "grad_norm": 1.6644967794418335, | |
| "learning_rate": 0.000142, | |
| "loss": 0.3299, | |
| "step": 290 | |
| }, | |
| { | |
| "epoch": 1.2, | |
| "grad_norm": 1.5359082221984863, | |
| "learning_rate": 0.00014, | |
| "loss": 0.4725, | |
| "step": 300 | |
| }, | |
| { | |
| "epoch": 1.2, | |
| "eval_accuracy": 0.854, | |
| "eval_loss": 0.43897509574890137, | |
| "eval_runtime": 14.256, | |
| "eval_samples_per_second": 70.146, | |
| "eval_steps_per_second": 8.768, | |
| "step": 300 | |
| }, | |
| { | |
| "epoch": 1.24, | |
| "grad_norm": 2.018160581588745, | |
| "learning_rate": 0.000138, | |
| "loss": 0.3064, | |
| "step": 310 | |
| }, | |
| { | |
| "epoch": 1.28, | |
| "grad_norm": 1.5475637912750244, | |
| "learning_rate": 0.00013600000000000003, | |
| "loss": 0.2928, | |
| "step": 320 | |
| }, | |
| { | |
| "epoch": 1.32, | |
| "grad_norm": 2.780301809310913, | |
| "learning_rate": 0.000134, | |
| "loss": 0.2959, | |
| "step": 330 | |
| }, | |
| { | |
| "epoch": 1.3599999999999999, | |
| "grad_norm": 1.0915693044662476, | |
| "learning_rate": 0.000132, | |
| "loss": 0.3152, | |
| "step": 340 | |
| }, | |
| { | |
| "epoch": 1.4, | |
| "grad_norm": 2.1470773220062256, | |
| "learning_rate": 0.00013000000000000002, | |
| "loss": 0.4123, | |
| "step": 350 | |
| }, | |
| { | |
| "epoch": 1.44, | |
| "grad_norm": 4.054312705993652, | |
| "learning_rate": 0.00012800000000000002, | |
| "loss": 0.5676, | |
| "step": 360 | |
| }, | |
| { | |
| "epoch": 1.48, | |
| "grad_norm": 1.8798813819885254, | |
| "learning_rate": 0.000126, | |
| "loss": 0.3909, | |
| "step": 370 | |
| }, | |
| { | |
| "epoch": 1.52, | |
| "grad_norm": 2.3789453506469727, | |
| "learning_rate": 0.000124, | |
| "loss": 0.419, | |
| "step": 380 | |
| }, | |
| { | |
| "epoch": 1.56, | |
| "grad_norm": 1.7660586833953857, | |
| "learning_rate": 0.000122, | |
| "loss": 0.516, | |
| "step": 390 | |
| }, | |
| { | |
| "epoch": 1.6, | |
| "grad_norm": 3.304502010345459, | |
| "learning_rate": 0.00012, | |
| "loss": 0.3638, | |
| "step": 400 | |
| }, | |
| { | |
| "epoch": 1.6, | |
| "eval_accuracy": 0.822, | |
| "eval_loss": 0.4622470438480377, | |
| "eval_runtime": 14.2766, | |
| "eval_samples_per_second": 70.045, | |
| "eval_steps_per_second": 8.756, | |
| "step": 400 | |
| }, | |
| { | |
| "epoch": 1.6400000000000001, | |
| "grad_norm": 3.906277656555176, | |
| "learning_rate": 0.000118, | |
| "loss": 0.3608, | |
| "step": 410 | |
| }, | |
| { | |
| "epoch": 1.6800000000000002, | |
| "grad_norm": 2.591684103012085, | |
| "learning_rate": 0.000116, | |
| "loss": 0.4414, | |
| "step": 420 | |
| }, | |
| { | |
| "epoch": 1.72, | |
| "grad_norm": 0.6823468804359436, | |
| "learning_rate": 0.00011399999999999999, | |
| "loss": 0.3937, | |
| "step": 430 | |
| }, | |
| { | |
| "epoch": 1.76, | |
| "grad_norm": 2.4249002933502197, | |
| "learning_rate": 0.00011200000000000001, | |
| "loss": 0.2984, | |
| "step": 440 | |
| }, | |
| { | |
| "epoch": 1.8, | |
| "grad_norm": 2.575287103652954, | |
| "learning_rate": 0.00011000000000000002, | |
| "loss": 0.4073, | |
| "step": 450 | |
| }, | |
| { | |
| "epoch": 1.8399999999999999, | |
| "grad_norm": 0.8557507395744324, | |
| "learning_rate": 0.00010800000000000001, | |
| "loss": 0.3573, | |
| "step": 460 | |
| }, | |
| { | |
| "epoch": 1.88, | |
| "grad_norm": 3.4324100017547607, | |
| "learning_rate": 0.00010600000000000002, | |
| "loss": 0.3758, | |
| "step": 470 | |
| }, | |
| { | |
| "epoch": 1.92, | |
| "grad_norm": 2.3825552463531494, | |
| "learning_rate": 0.00010400000000000001, | |
| "loss": 0.2375, | |
| "step": 480 | |
| }, | |
| { | |
| "epoch": 1.96, | |
| "grad_norm": 0.9951996207237244, | |
| "learning_rate": 0.00010200000000000001, | |
| "loss": 0.2496, | |
| "step": 490 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 2.2203187942504883, | |
| "learning_rate": 0.0001, | |
| "loss": 0.3279, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.876, | |
| "eval_loss": 0.3772076666355133, | |
| "eval_runtime": 14.2674, | |
| "eval_samples_per_second": 70.09, | |
| "eval_steps_per_second": 8.761, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 2.04, | |
| "grad_norm": 1.8857389688491821, | |
| "learning_rate": 9.8e-05, | |
| "loss": 0.1633, | |
| "step": 510 | |
| }, | |
| { | |
| "epoch": 2.08, | |
| "grad_norm": 5.698770046234131, | |
| "learning_rate": 9.6e-05, | |
| "loss": 0.2812, | |
| "step": 520 | |
| }, | |
| { | |
| "epoch": 2.12, | |
| "grad_norm": 1.7683120965957642, | |
| "learning_rate": 9.4e-05, | |
| "loss": 0.1895, | |
| "step": 530 | |
| }, | |
| { | |
| "epoch": 2.16, | |
| "grad_norm": 0.6420239806175232, | |
| "learning_rate": 9.200000000000001e-05, | |
| "loss": 0.1732, | |
| "step": 540 | |
| }, | |
| { | |
| "epoch": 2.2, | |
| "grad_norm": 0.8955737948417664, | |
| "learning_rate": 9e-05, | |
| "loss": 0.1557, | |
| "step": 550 | |
| }, | |
| { | |
| "epoch": 2.24, | |
| "grad_norm": 2.202012300491333, | |
| "learning_rate": 8.800000000000001e-05, | |
| "loss": 0.2851, | |
| "step": 560 | |
| }, | |
| { | |
| "epoch": 2.2800000000000002, | |
| "grad_norm": 3.6105308532714844, | |
| "learning_rate": 8.6e-05, | |
| "loss": 0.1645, | |
| "step": 570 | |
| }, | |
| { | |
| "epoch": 2.32, | |
| "grad_norm": 3.514596462249756, | |
| "learning_rate": 8.4e-05, | |
| "loss": 0.1399, | |
| "step": 580 | |
| }, | |
| { | |
| "epoch": 2.36, | |
| "grad_norm": 4.36515474319458, | |
| "learning_rate": 8.2e-05, | |
| "loss": 0.2495, | |
| "step": 590 | |
| }, | |
| { | |
| "epoch": 2.4, | |
| "grad_norm": 0.10514427721500397, | |
| "learning_rate": 8e-05, | |
| "loss": 0.1337, | |
| "step": 600 | |
| }, | |
| { | |
| "epoch": 2.4, | |
| "eval_accuracy": 0.869, | |
| "eval_loss": 0.45184341073036194, | |
| "eval_runtime": 14.683, | |
| "eval_samples_per_second": 68.106, | |
| "eval_steps_per_second": 8.513, | |
| "step": 600 | |
| }, | |
| { | |
| "epoch": 2.44, | |
| "grad_norm": 1.140317440032959, | |
| "learning_rate": 7.800000000000001e-05, | |
| "loss": 0.1493, | |
| "step": 610 | |
| }, | |
| { | |
| "epoch": 2.48, | |
| "grad_norm": 0.3709057569503784, | |
| "learning_rate": 7.6e-05, | |
| "loss": 0.164, | |
| "step": 620 | |
| }, | |
| { | |
| "epoch": 2.52, | |
| "grad_norm": 3.097055196762085, | |
| "learning_rate": 7.4e-05, | |
| "loss": 0.208, | |
| "step": 630 | |
| }, | |
| { | |
| "epoch": 2.56, | |
| "grad_norm": 3.960178852081299, | |
| "learning_rate": 7.2e-05, | |
| "loss": 0.2337, | |
| "step": 640 | |
| }, | |
| { | |
| "epoch": 2.6, | |
| "grad_norm": 2.339881420135498, | |
| "learning_rate": 7e-05, | |
| "loss": 0.167, | |
| "step": 650 | |
| }, | |
| { | |
| "epoch": 2.64, | |
| "grad_norm": 3.97763729095459, | |
| "learning_rate": 6.800000000000001e-05, | |
| "loss": 0.2026, | |
| "step": 660 | |
| }, | |
| { | |
| "epoch": 2.68, | |
| "grad_norm": 0.5411188006401062, | |
| "learning_rate": 6.6e-05, | |
| "loss": 0.0895, | |
| "step": 670 | |
| }, | |
| { | |
| "epoch": 2.7199999999999998, | |
| "grad_norm": 0.25824812054634094, | |
| "learning_rate": 6.400000000000001e-05, | |
| "loss": 0.0933, | |
| "step": 680 | |
| }, | |
| { | |
| "epoch": 2.76, | |
| "grad_norm": 0.2557239830493927, | |
| "learning_rate": 6.2e-05, | |
| "loss": 0.1155, | |
| "step": 690 | |
| }, | |
| { | |
| "epoch": 2.8, | |
| "grad_norm": 5.947152137756348, | |
| "learning_rate": 6e-05, | |
| "loss": 0.236, | |
| "step": 700 | |
| }, | |
| { | |
| "epoch": 2.8, | |
| "eval_accuracy": 0.878, | |
| "eval_loss": 0.37660717964172363, | |
| "eval_runtime": 14.2296, | |
| "eval_samples_per_second": 70.276, | |
| "eval_steps_per_second": 8.785, | |
| "step": 700 | |
| }, | |
| { | |
| "epoch": 2.84, | |
| "grad_norm": 2.6783535480499268, | |
| "learning_rate": 5.8e-05, | |
| "loss": 0.1437, | |
| "step": 710 | |
| }, | |
| { | |
| "epoch": 2.88, | |
| "grad_norm": 1.7082568407058716, | |
| "learning_rate": 5.6000000000000006e-05, | |
| "loss": 0.1498, | |
| "step": 720 | |
| }, | |
| { | |
| "epoch": 2.92, | |
| "grad_norm": 0.3654639720916748, | |
| "learning_rate": 5.4000000000000005e-05, | |
| "loss": 0.1544, | |
| "step": 730 | |
| }, | |
| { | |
| "epoch": 2.96, | |
| "grad_norm": 2.7878735065460205, | |
| "learning_rate": 5.2000000000000004e-05, | |
| "loss": 0.2657, | |
| "step": 740 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 3.31339430809021, | |
| "learning_rate": 5e-05, | |
| "loss": 0.103, | |
| "step": 750 | |
| }, | |
| { | |
| "epoch": 3.04, | |
| "grad_norm": 0.41359299421310425, | |
| "learning_rate": 4.8e-05, | |
| "loss": 0.0904, | |
| "step": 760 | |
| }, | |
| { | |
| "epoch": 3.08, | |
| "grad_norm": 0.11081337183713913, | |
| "learning_rate": 4.600000000000001e-05, | |
| "loss": 0.0475, | |
| "step": 770 | |
| }, | |
| { | |
| "epoch": 3.12, | |
| "grad_norm": 0.6292364001274109, | |
| "learning_rate": 4.4000000000000006e-05, | |
| "loss": 0.0613, | |
| "step": 780 | |
| }, | |
| { | |
| "epoch": 3.16, | |
| "grad_norm": 0.06634623557329178, | |
| "learning_rate": 4.2e-05, | |
| "loss": 0.0419, | |
| "step": 790 | |
| }, | |
| { | |
| "epoch": 3.2, | |
| "grad_norm": 3.720346212387085, | |
| "learning_rate": 4e-05, | |
| "loss": 0.0275, | |
| "step": 800 | |
| }, | |
| { | |
| "epoch": 3.2, | |
| "eval_accuracy": 0.891, | |
| "eval_loss": 0.3517528176307678, | |
| "eval_runtime": 14.2729, | |
| "eval_samples_per_second": 70.063, | |
| "eval_steps_per_second": 8.758, | |
| "step": 800 | |
| }, | |
| { | |
| "epoch": 3.24, | |
| "grad_norm": 0.15002816915512085, | |
| "learning_rate": 3.8e-05, | |
| "loss": 0.0425, | |
| "step": 810 | |
| }, | |
| { | |
| "epoch": 3.2800000000000002, | |
| "grad_norm": 0.08299177885055542, | |
| "learning_rate": 3.6e-05, | |
| "loss": 0.0465, | |
| "step": 820 | |
| }, | |
| { | |
| "epoch": 3.32, | |
| "grad_norm": 0.41334620118141174, | |
| "learning_rate": 3.4000000000000007e-05, | |
| "loss": 0.0434, | |
| "step": 830 | |
| }, | |
| { | |
| "epoch": 3.36, | |
| "grad_norm": 0.5403936505317688, | |
| "learning_rate": 3.2000000000000005e-05, | |
| "loss": 0.0301, | |
| "step": 840 | |
| }, | |
| { | |
| "epoch": 3.4, | |
| "grad_norm": 0.08261027932167053, | |
| "learning_rate": 3e-05, | |
| "loss": 0.072, | |
| "step": 850 | |
| }, | |
| { | |
| "epoch": 3.44, | |
| "grad_norm": 1.0293442010879517, | |
| "learning_rate": 2.8000000000000003e-05, | |
| "loss": 0.082, | |
| "step": 860 | |
| }, | |
| { | |
| "epoch": 3.48, | |
| "grad_norm": 1.7797234058380127, | |
| "learning_rate": 2.6000000000000002e-05, | |
| "loss": 0.0748, | |
| "step": 870 | |
| }, | |
| { | |
| "epoch": 3.52, | |
| "grad_norm": 3.523738145828247, | |
| "learning_rate": 2.4e-05, | |
| "loss": 0.1751, | |
| "step": 880 | |
| }, | |
| { | |
| "epoch": 3.56, | |
| "grad_norm": 0.06309465318918228, | |
| "learning_rate": 2.2000000000000003e-05, | |
| "loss": 0.0383, | |
| "step": 890 | |
| }, | |
| { | |
| "epoch": 3.6, | |
| "grad_norm": 2.1426751613616943, | |
| "learning_rate": 2e-05, | |
| "loss": 0.0427, | |
| "step": 900 | |
| }, | |
| { | |
| "epoch": 3.6, | |
| "eval_accuracy": 0.896, | |
| "eval_loss": 0.3709311783313751, | |
| "eval_runtime": 14.359, | |
| "eval_samples_per_second": 69.643, | |
| "eval_steps_per_second": 8.705, | |
| "step": 900 | |
| }, | |
| { | |
| "epoch": 3.64, | |
| "grad_norm": 1.3229968547821045, | |
| "learning_rate": 1.8e-05, | |
| "loss": 0.0352, | |
| "step": 910 | |
| }, | |
| { | |
| "epoch": 3.68, | |
| "grad_norm": 0.08263090997934341, | |
| "learning_rate": 1.6000000000000003e-05, | |
| "loss": 0.0192, | |
| "step": 920 | |
| }, | |
| { | |
| "epoch": 3.7199999999999998, | |
| "grad_norm": 0.1414523720741272, | |
| "learning_rate": 1.4000000000000001e-05, | |
| "loss": 0.0724, | |
| "step": 930 | |
| }, | |
| { | |
| "epoch": 3.76, | |
| "grad_norm": 0.05866268649697304, | |
| "learning_rate": 1.2e-05, | |
| "loss": 0.0289, | |
| "step": 940 | |
| }, | |
| { | |
| "epoch": 3.8, | |
| "grad_norm": 0.08174656331539154, | |
| "learning_rate": 1e-05, | |
| "loss": 0.0264, | |
| "step": 950 | |
| }, | |
| { | |
| "epoch": 3.84, | |
| "grad_norm": 0.07566811144351959, | |
| "learning_rate": 8.000000000000001e-06, | |
| "loss": 0.0225, | |
| "step": 960 | |
| }, | |
| { | |
| "epoch": 3.88, | |
| "grad_norm": 0.06544584035873413, | |
| "learning_rate": 6e-06, | |
| "loss": 0.0488, | |
| "step": 970 | |
| }, | |
| { | |
| "epoch": 3.92, | |
| "grad_norm": 0.2268047034740448, | |
| "learning_rate": 4.000000000000001e-06, | |
| "loss": 0.0423, | |
| "step": 980 | |
| }, | |
| { | |
| "epoch": 3.96, | |
| "grad_norm": 0.05503053963184357, | |
| "learning_rate": 2.0000000000000003e-06, | |
| "loss": 0.0506, | |
| "step": 990 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 0.3238757252693176, | |
| "learning_rate": 0.0, | |
| "loss": 0.0363, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.905, | |
| "eval_loss": 0.34654033184051514, | |
| "eval_runtime": 14.8487, | |
| "eval_samples_per_second": 67.346, | |
| "eval_steps_per_second": 8.418, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "step": 1000, | |
| "total_flos": 1.239905171570688e+18, | |
| "train_loss": 0.3179253642559052, | |
| "train_runtime": 607.1163, | |
| "train_samples_per_second": 26.354, | |
| "train_steps_per_second": 1.647 | |
| } | |
| ], | |
| "logging_steps": 10, | |
| "max_steps": 1000, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 4, | |
| "save_steps": 100, | |
| "stateful_callbacks": { | |
| "TrainerControl": { | |
| "args": { | |
| "should_epoch_stop": false, | |
| "should_evaluate": false, | |
| "should_log": false, | |
| "should_save": true, | |
| "should_training_stop": true | |
| }, | |
| "attributes": {} | |
| } | |
| }, | |
| "total_flos": 1.239905171570688e+18, | |
| "train_batch_size": 16, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |