{ "best_metric": 44.119327197715016, "best_model_checkpoint": "all_lang_models/sanskrit_models/whisper-medium-sa_alldata_multigpu/checkpoint-750", "epoch": 4.62962962962963, "global_step": 750, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.06, "learning_rate": 5e-06, "loss": 2.2524, "step": 10 }, { "epoch": 0.12, "learning_rate": 9.51838730514401e-06, "loss": 0.8538, "step": 20 }, { "epoch": 0.19, "learning_rate": 9.95635910224439e-06, "loss": 0.5239, "step": 30 }, { "epoch": 0.25, "learning_rate": 9.894014962593517e-06, "loss": 0.3782, "step": 40 }, { "epoch": 0.31, "learning_rate": 9.831670822942643e-06, "loss": 0.2879, "step": 50 }, { "epoch": 0.31, "eval_loss": 0.313720703125, "eval_runtime": 266.2905, "eval_samples_per_second": 6.084, "eval_steps_per_second": 0.049, "eval_wer": 62.215169787369085, "step": 50 }, { "epoch": 0.37, "learning_rate": 9.76932668329177e-06, "loss": 0.2618, "step": 60 }, { "epoch": 0.43, "learning_rate": 9.706982543640898e-06, "loss": 0.2358, "step": 70 }, { "epoch": 0.49, "learning_rate": 9.644638403990026e-06, "loss": 0.23, "step": 80 }, { "epoch": 0.56, "learning_rate": 9.582294264339152e-06, "loss": 0.2194, "step": 90 }, { "epoch": 0.62, "learning_rate": 9.51995012468828e-06, "loss": 0.2092, "step": 100 }, { "epoch": 0.62, "eval_loss": 0.2529296875, "eval_runtime": 377.5429, "eval_samples_per_second": 4.291, "eval_steps_per_second": 0.034, "eval_wer": 52.7642018406855, "step": 100 }, { "epoch": 0.68, "learning_rate": 9.457605985037407e-06, "loss": 0.2067, "step": 110 }, { "epoch": 0.74, "learning_rate": 9.395261845386533e-06, "loss": 0.1968, "step": 120 }, { "epoch": 0.8, "learning_rate": 9.332917705735661e-06, "loss": 0.1987, "step": 130 }, { "epoch": 0.86, "learning_rate": 9.270573566084789e-06, "loss": 0.1911, "step": 140 }, { "epoch": 0.93, "learning_rate": 9.208229426433916e-06, "loss": 0.1798, "step": 150 }, { "epoch": 0.93, "eval_loss": 0.2269287109375, "eval_runtime": 266.0913, "eval_samples_per_second": 6.088, "eval_steps_per_second": 0.049, "eval_wer": 52.92922881624881, "step": 150 }, { "epoch": 0.99, "learning_rate": 9.145885286783042e-06, "loss": 0.1803, "step": 160 }, { "epoch": 1.05, "learning_rate": 9.08354114713217e-06, "loss": 0.1587, "step": 170 }, { "epoch": 1.11, "learning_rate": 9.021197007481298e-06, "loss": 0.1569, "step": 180 }, { "epoch": 1.17, "learning_rate": 8.958852867830424e-06, "loss": 0.1586, "step": 190 }, { "epoch": 1.23, "learning_rate": 8.896508728179551e-06, "loss": 0.1591, "step": 200 }, { "epoch": 1.23, "eval_loss": 0.213623046875, "eval_runtime": 176.3797, "eval_samples_per_second": 9.185, "eval_steps_per_second": 0.074, "eval_wer": 51.36781973976515, "step": 200 }, { "epoch": 1.3, "learning_rate": 8.834164588528679e-06, "loss": 0.1522, "step": 210 }, { "epoch": 1.36, "learning_rate": 8.771820448877807e-06, "loss": 0.1551, "step": 220 }, { "epoch": 1.42, "learning_rate": 8.709476309226933e-06, "loss": 0.1435, "step": 230 }, { "epoch": 1.48, "learning_rate": 8.64713216957606e-06, "loss": 0.1535, "step": 240 }, { "epoch": 1.54, "learning_rate": 8.584788029925188e-06, "loss": 0.1506, "step": 250 }, { "epoch": 1.54, "eval_loss": 0.2042236328125, "eval_runtime": 300.2364, "eval_samples_per_second": 5.396, "eval_steps_per_second": 0.043, "eval_wer": 48.08632180260235, "step": 250 }, { "epoch": 1.6, "learning_rate": 8.522443890274314e-06, "loss": 0.1525, "step": 260 }, { "epoch": 1.67, "learning_rate": 8.460099750623442e-06, "loss": 0.1518, "step": 270 }, { "epoch": 1.73, "learning_rate": 8.39775561097257e-06, "loss": 0.147, "step": 280 }, { "epoch": 1.79, "learning_rate": 8.335411471321697e-06, "loss": 0.1448, "step": 290 }, { "epoch": 1.85, "learning_rate": 8.273067331670823e-06, "loss": 0.1441, "step": 300 }, { "epoch": 1.85, "eval_loss": 0.192626953125, "eval_runtime": 177.3251, "eval_samples_per_second": 9.136, "eval_steps_per_second": 0.073, "eval_wer": 46.9438273563948, "step": 300 }, { "epoch": 1.91, "learning_rate": 8.21072319201995e-06, "loss": 0.1449, "step": 310 }, { "epoch": 1.98, "learning_rate": 8.148379052369078e-06, "loss": 0.1411, "step": 320 }, { "epoch": 2.04, "learning_rate": 8.086034912718204e-06, "loss": 0.1237, "step": 330 }, { "epoch": 2.1, "learning_rate": 8.023690773067332e-06, "loss": 0.1177, "step": 340 }, { "epoch": 2.16, "learning_rate": 7.96134663341646e-06, "loss": 0.1179, "step": 350 }, { "epoch": 2.16, "eval_loss": 0.19287109375, "eval_runtime": 298.9529, "eval_samples_per_second": 5.419, "eval_steps_per_second": 0.043, "eval_wer": 50.38400507775309, "step": 350 }, { "epoch": 2.22, "learning_rate": 7.899002493765587e-06, "loss": 0.1197, "step": 360 }, { "epoch": 2.28, "learning_rate": 7.836658354114713e-06, "loss": 0.1145, "step": 370 }, { "epoch": 2.35, "learning_rate": 7.77431421446384e-06, "loss": 0.1151, "step": 380 }, { "epoch": 2.41, "learning_rate": 7.711970074812968e-06, "loss": 0.1121, "step": 390 }, { "epoch": 2.47, "learning_rate": 7.649625935162094e-06, "loss": 0.1174, "step": 400 }, { "epoch": 2.47, "eval_loss": 0.1871337890625, "eval_runtime": 179.1586, "eval_samples_per_second": 9.042, "eval_steps_per_second": 0.073, "eval_wer": 48.61948587749921, "step": 400 }, { "epoch": 2.53, "learning_rate": 7.587281795511222e-06, "loss": 0.1161, "step": 410 }, { "epoch": 2.59, "learning_rate": 7.52493765586035e-06, "loss": 0.1164, "step": 420 }, { "epoch": 2.65, "learning_rate": 7.4625935162094764e-06, "loss": 0.1115, "step": 430 }, { "epoch": 2.72, "learning_rate": 7.400249376558603e-06, "loss": 0.1171, "step": 440 }, { "epoch": 2.78, "learning_rate": 7.337905236907731e-06, "loss": 0.1128, "step": 450 }, { "epoch": 2.78, "eval_loss": 0.18505859375, "eval_runtime": 173.6435, "eval_samples_per_second": 9.329, "eval_steps_per_second": 0.075, "eval_wer": 47.07711837511901, "step": 450 }, { "epoch": 2.84, "learning_rate": 7.275561097256858e-06, "loss": 0.1128, "step": 460 }, { "epoch": 2.9, "learning_rate": 7.213216957605985e-06, "loss": 0.1183, "step": 470 }, { "epoch": 2.96, "learning_rate": 7.150872817955112e-06, "loss": 0.1137, "step": 480 }, { "epoch": 3.02, "learning_rate": 7.08852867830424e-06, "loss": 0.1017, "step": 490 }, { "epoch": 3.09, "learning_rate": 7.026184538653367e-06, "loss": 0.0865, "step": 500 }, { "epoch": 3.09, "eval_loss": 0.1888427734375, "eval_runtime": 803.7461, "eval_samples_per_second": 2.016, "eval_steps_per_second": 0.016, "eval_wer": 44.804823865439545, "step": 500 }, { "epoch": 3.15, "learning_rate": 6.9638403990024935e-06, "loss": 0.0876, "step": 510 }, { "epoch": 3.21, "learning_rate": 6.901496259351621e-06, "loss": 0.0876, "step": 520 }, { "epoch": 3.27, "learning_rate": 6.839152119700748e-06, "loss": 0.0845, "step": 530 }, { "epoch": 3.33, "learning_rate": 6.776807980049876e-06, "loss": 0.0912, "step": 540 }, { "epoch": 3.4, "learning_rate": 6.7144638403990024e-06, "loss": 0.0934, "step": 550 }, { "epoch": 3.4, "eval_loss": 0.193603515625, "eval_runtime": 374.8954, "eval_samples_per_second": 4.321, "eval_steps_per_second": 0.035, "eval_wer": 50.733100602983185, "step": 550 }, { "epoch": 3.46, "learning_rate": 6.65211970074813e-06, "loss": 0.0909, "step": 560 }, { "epoch": 3.52, "learning_rate": 6.589775561097257e-06, "loss": 0.0956, "step": 570 }, { "epoch": 3.58, "learning_rate": 6.527431421446384e-06, "loss": 0.0942, "step": 580 }, { "epoch": 3.64, "learning_rate": 6.465087281795511e-06, "loss": 0.0867, "step": 590 }, { "epoch": 3.7, "learning_rate": 6.402743142144638e-06, "loss": 0.09, "step": 600 }, { "epoch": 3.7, "eval_loss": 0.191650390625, "eval_runtime": 362.3419, "eval_samples_per_second": 4.471, "eval_steps_per_second": 0.036, "eval_wer": 50.01586797841955, "step": 600 }, { "epoch": 3.77, "learning_rate": 6.340399002493766e-06, "loss": 0.0812, "step": 610 }, { "epoch": 3.83, "learning_rate": 6.278054862842893e-06, "loss": 0.0882, "step": 620 }, { "epoch": 3.89, "learning_rate": 6.21571072319202e-06, "loss": 0.0898, "step": 630 }, { "epoch": 3.95, "learning_rate": 6.153366583541147e-06, "loss": 0.0932, "step": 640 }, { "epoch": 4.01, "learning_rate": 6.091022443890274e-06, "loss": 0.0826, "step": 650 }, { "epoch": 4.01, "eval_loss": 0.1953125, "eval_runtime": 282.5656, "eval_samples_per_second": 5.733, "eval_steps_per_second": 0.046, "eval_wer": 48.44811171056808, "step": 650 }, { "epoch": 4.07, "learning_rate": 6.028678304239402e-06, "loss": 0.0659, "step": 660 }, { "epoch": 4.14, "learning_rate": 5.9663341645885284e-06, "loss": 0.0664, "step": 670 }, { "epoch": 4.2, "learning_rate": 5.903990024937656e-06, "loss": 0.0696, "step": 680 }, { "epoch": 4.26, "learning_rate": 5.841645885286783e-06, "loss": 0.068, "step": 690 }, { "epoch": 4.32, "learning_rate": 5.779301745635911e-06, "loss": 0.0691, "step": 700 }, { "epoch": 4.32, "eval_loss": 0.206298828125, "eval_runtime": 347.7771, "eval_samples_per_second": 4.658, "eval_steps_per_second": 0.037, "eval_wer": 46.702634084417646, "step": 700 }, { "epoch": 4.38, "learning_rate": 5.716957605985037e-06, "loss": 0.0673, "step": 710 }, { "epoch": 4.44, "learning_rate": 5.654613466334164e-06, "loss": 0.0688, "step": 720 }, { "epoch": 4.51, "learning_rate": 5.592269326683292e-06, "loss": 0.0665, "step": 730 }, { "epoch": 4.57, "learning_rate": 5.529925187032419e-06, "loss": 0.065, "step": 740 }, { "epoch": 4.63, "learning_rate": 5.467581047381546e-06, "loss": 0.0662, "step": 750 }, { "epoch": 4.63, "eval_loss": 0.203369140625, "eval_runtime": 168.1018, "eval_samples_per_second": 9.637, "eval_steps_per_second": 0.077, "eval_wer": 44.119327197715016, "step": 750 } ], "max_steps": 1620, "num_train_epochs": 10, "total_flos": 1.9577651816212044e+20, "trial_name": null, "trial_params": null }