| { | |
| "best_metric": 0.9787878787878788, | |
| "best_model_checkpoint": "musical_instrument_detection/checkpoint-415", | |
| "epoch": 5.0, | |
| "global_step": 415, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.12, | |
| "learning_rate": 3.0120481927710846e-06, | |
| "loss": 1.1042, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 0.24, | |
| "learning_rate": 8.433734939759036e-06, | |
| "loss": 1.0962, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 0.36, | |
| "learning_rate": 1.3855421686746989e-05, | |
| "loss": 1.0951, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 0.48, | |
| "learning_rate": 1.9879518072289157e-05, | |
| "loss": 1.0664, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 0.6, | |
| "learning_rate": 2.5903614457831325e-05, | |
| "loss": 1.0012, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 0.72, | |
| "learning_rate": 3.192771084337349e-05, | |
| "loss": 0.8798, | |
| "step": 60 | |
| }, | |
| { | |
| "epoch": 0.84, | |
| "learning_rate": 3.7951807228915666e-05, | |
| "loss": 0.8234, | |
| "step": 70 | |
| }, | |
| { | |
| "epoch": 0.96, | |
| "learning_rate": 4.3975903614457834e-05, | |
| "loss": 0.7179, | |
| "step": 80 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.8757575757575757, | |
| "eval_loss": 0.5570486187934875, | |
| "eval_runtime": 1.3424, | |
| "eval_samples_per_second": 245.837, | |
| "eval_steps_per_second": 15.644, | |
| "step": 83 | |
| }, | |
| { | |
| "epoch": 1.08, | |
| "learning_rate": 4.9397590361445786e-05, | |
| "loss": 0.5908, | |
| "step": 90 | |
| }, | |
| { | |
| "epoch": 1.2, | |
| "learning_rate": 4.9397590361445786e-05, | |
| "loss": 0.5123, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 1.33, | |
| "learning_rate": 4.872824631860777e-05, | |
| "loss": 0.4208, | |
| "step": 110 | |
| }, | |
| { | |
| "epoch": 1.45, | |
| "learning_rate": 4.8058902275769744e-05, | |
| "loss": 0.461, | |
| "step": 120 | |
| }, | |
| { | |
| "epoch": 1.57, | |
| "learning_rate": 4.738955823293173e-05, | |
| "loss": 0.3973, | |
| "step": 130 | |
| }, | |
| { | |
| "epoch": 1.69, | |
| "learning_rate": 4.672021419009371e-05, | |
| "loss": 0.2359, | |
| "step": 140 | |
| }, | |
| { | |
| "epoch": 1.81, | |
| "learning_rate": 4.61178045515395e-05, | |
| "loss": 0.2632, | |
| "step": 150 | |
| }, | |
| { | |
| "epoch": 1.93, | |
| "learning_rate": 4.5448460508701474e-05, | |
| "loss": 0.2608, | |
| "step": 160 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.9696969696969697, | |
| "eval_loss": 0.16986176371574402, | |
| "eval_runtime": 1.3339, | |
| "eval_samples_per_second": 247.387, | |
| "eval_steps_per_second": 15.743, | |
| "step": 166 | |
| }, | |
| { | |
| "epoch": 2.05, | |
| "learning_rate": 4.4779116465863456e-05, | |
| "loss": 0.1711, | |
| "step": 170 | |
| }, | |
| { | |
| "epoch": 2.17, | |
| "learning_rate": 4.417670682730924e-05, | |
| "loss": 0.3199, | |
| "step": 180 | |
| }, | |
| { | |
| "epoch": 2.29, | |
| "learning_rate": 4.350736278447122e-05, | |
| "loss": 0.3263, | |
| "step": 190 | |
| }, | |
| { | |
| "epoch": 2.41, | |
| "learning_rate": 4.2838018741633203e-05, | |
| "loss": 0.161, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 2.53, | |
| "learning_rate": 4.223560910307898e-05, | |
| "loss": 0.2836, | |
| "step": 210 | |
| }, | |
| { | |
| "epoch": 2.65, | |
| "learning_rate": 4.156626506024097e-05, | |
| "loss": 0.3063, | |
| "step": 220 | |
| }, | |
| { | |
| "epoch": 2.77, | |
| "learning_rate": 4.0896921017402945e-05, | |
| "loss": 0.2713, | |
| "step": 230 | |
| }, | |
| { | |
| "epoch": 2.89, | |
| "learning_rate": 4.022757697456493e-05, | |
| "loss": 0.2758, | |
| "step": 240 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.9636363636363636, | |
| "eval_loss": 0.19073687493801117, | |
| "eval_runtime": 1.2855, | |
| "eval_samples_per_second": 256.705, | |
| "eval_steps_per_second": 16.336, | |
| "step": 249 | |
| }, | |
| { | |
| "epoch": 3.01, | |
| "learning_rate": 3.955823293172691e-05, | |
| "loss": 0.2528, | |
| "step": 250 | |
| }, | |
| { | |
| "epoch": 3.13, | |
| "learning_rate": 3.888888888888889e-05, | |
| "loss": 0.236, | |
| "step": 260 | |
| }, | |
| { | |
| "epoch": 3.25, | |
| "learning_rate": 3.821954484605087e-05, | |
| "loss": 0.2527, | |
| "step": 270 | |
| }, | |
| { | |
| "epoch": 3.37, | |
| "learning_rate": 3.7550200803212855e-05, | |
| "loss": 0.324, | |
| "step": 280 | |
| }, | |
| { | |
| "epoch": 3.49, | |
| "learning_rate": 3.688085676037483e-05, | |
| "loss": 0.1528, | |
| "step": 290 | |
| }, | |
| { | |
| "epoch": 3.61, | |
| "learning_rate": 3.621151271753682e-05, | |
| "loss": 0.2982, | |
| "step": 300 | |
| }, | |
| { | |
| "epoch": 3.73, | |
| "learning_rate": 3.5542168674698794e-05, | |
| "loss": 0.2162, | |
| "step": 310 | |
| }, | |
| { | |
| "epoch": 3.86, | |
| "learning_rate": 3.4872824631860776e-05, | |
| "loss": 0.1411, | |
| "step": 320 | |
| }, | |
| { | |
| "epoch": 3.98, | |
| "learning_rate": 3.420348058902276e-05, | |
| "loss": 0.1493, | |
| "step": 330 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.9696969696969697, | |
| "eval_loss": 0.16822877526283264, | |
| "eval_runtime": 1.2615, | |
| "eval_samples_per_second": 261.596, | |
| "eval_steps_per_second": 16.647, | |
| "step": 332 | |
| }, | |
| { | |
| "epoch": 4.1, | |
| "learning_rate": 3.353413654618474e-05, | |
| "loss": 0.0834, | |
| "step": 340 | |
| }, | |
| { | |
| "epoch": 4.22, | |
| "learning_rate": 3.286479250334672e-05, | |
| "loss": 0.2619, | |
| "step": 350 | |
| }, | |
| { | |
| "epoch": 4.34, | |
| "learning_rate": 3.2195448460508704e-05, | |
| "loss": 0.1048, | |
| "step": 360 | |
| }, | |
| { | |
| "epoch": 4.46, | |
| "learning_rate": 3.152610441767068e-05, | |
| "loss": 0.1843, | |
| "step": 370 | |
| }, | |
| { | |
| "epoch": 4.58, | |
| "learning_rate": 3.085676037483267e-05, | |
| "loss": 0.199, | |
| "step": 380 | |
| }, | |
| { | |
| "epoch": 4.7, | |
| "learning_rate": 3.0187416331994644e-05, | |
| "loss": 0.2731, | |
| "step": 390 | |
| }, | |
| { | |
| "epoch": 4.82, | |
| "learning_rate": 2.951807228915663e-05, | |
| "loss": 0.1628, | |
| "step": 400 | |
| }, | |
| { | |
| "epoch": 4.94, | |
| "learning_rate": 2.8848728246318608e-05, | |
| "loss": 0.1566, | |
| "step": 410 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_accuracy": 0.9787878787878788, | |
| "eval_loss": 0.12163327634334564, | |
| "eval_runtime": 1.2638, | |
| "eval_samples_per_second": 261.117, | |
| "eval_steps_per_second": 16.617, | |
| "step": 415 | |
| } | |
| ], | |
| "max_steps": 830, | |
| "num_train_epochs": 10, | |
| "total_flos": 5.978295839952e+17, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |