{ "best_metric": 0.6367625594139099, "best_model_checkpoint": "/scratch/skscla001/speech/results/whisper-medium-bsbigcgen-female-model/checkpoint-600", "epoch": 3.6933744221879814, "eval_steps": 200, "global_step": 1200, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.07704160246533127, "grad_norm": 112.25947570800781, "learning_rate": 4.0000000000000003e-07, "loss": 11.5295, "step": 25 }, { "epoch": 0.15408320493066255, "grad_norm": Infinity, "learning_rate": 8.8e-07, "loss": 9.8901, "step": 50 }, { "epoch": 0.23112480739599384, "grad_norm": 84.68060302734375, "learning_rate": 1.3800000000000001e-06, "loss": 7.8133, "step": 75 }, { "epoch": 0.3081664098613251, "grad_norm": 94.15545654296875, "learning_rate": 1.8800000000000002e-06, "loss": 6.4974, "step": 100 }, { "epoch": 0.3852080123266564, "grad_norm": 72.34725189208984, "learning_rate": 2.38e-06, "loss": 4.9676, "step": 125 }, { "epoch": 0.4622496147919877, "grad_norm": 67.70198059082031, "learning_rate": 2.88e-06, "loss": 4.2556, "step": 150 }, { "epoch": 0.539291217257319, "grad_norm": 80.96290588378906, "learning_rate": 3.3800000000000007e-06, "loss": 4.3249, "step": 175 }, { "epoch": 0.6163328197226502, "grad_norm": 67.85588073730469, "learning_rate": 3.88e-06, "loss": 3.47, "step": 200 }, { "epoch": 0.6163328197226502, "eval_loss": 0.927435576915741, "eval_runtime": 249.4489, "eval_samples_per_second": 1.728, "eval_steps_per_second": 0.866, "eval_wer": 0.6674612634088201, "step": 200 }, { "epoch": 0.6933744221879815, "grad_norm": 60.49135971069336, "learning_rate": 4.38e-06, "loss": 3.7208, "step": 225 }, { "epoch": 0.7704160246533128, "grad_norm": 84.06492614746094, "learning_rate": 4.880000000000001e-06, "loss": 3.6644, "step": 250 }, { "epoch": 0.847457627118644, "grad_norm": 66.79823303222656, "learning_rate": 5.380000000000001e-06, "loss": 3.1538, "step": 275 }, { "epoch": 0.9244992295839753, "grad_norm": 66.50402069091797, "learning_rate": 5.8800000000000005e-06, "loss": 3.0771, "step": 300 }, { "epoch": 1.0, "grad_norm": 68.71908569335938, "learning_rate": 6.380000000000001e-06, "loss": 3.2809, "step": 325 }, { "epoch": 1.0770416024653313, "grad_norm": 51.007381439208984, "learning_rate": 6.88e-06, "loss": 2.4943, "step": 350 }, { "epoch": 1.1540832049306626, "grad_norm": 59.46632385253906, "learning_rate": 7.3800000000000005e-06, "loss": 2.2635, "step": 375 }, { "epoch": 1.231124807395994, "grad_norm": 61.94889831542969, "learning_rate": 7.88e-06, "loss": 2.569, "step": 400 }, { "epoch": 1.231124807395994, "eval_loss": 0.7236458659172058, "eval_runtime": 242.3506, "eval_samples_per_second": 1.778, "eval_steps_per_second": 0.891, "eval_wer": 0.5511323003575685, "step": 400 }, { "epoch": 1.308166409861325, "grad_norm": 54.65010070800781, "learning_rate": 8.380000000000001e-06, "loss": 2.4459, "step": 425 }, { "epoch": 1.3852080123266564, "grad_norm": 69.15284729003906, "learning_rate": 8.880000000000001e-06, "loss": 2.1676, "step": 450 }, { "epoch": 1.4622496147919877, "grad_norm": 40.50135040283203, "learning_rate": 9.38e-06, "loss": 2.1835, "step": 475 }, { "epoch": 1.539291217257319, "grad_norm": 47.11216735839844, "learning_rate": 9.88e-06, "loss": 2.7759, "step": 500 }, { "epoch": 1.61633281972265, "grad_norm": 41.89402389526367, "learning_rate": 9.979392624728852e-06, "loss": 2.5969, "step": 525 }, { "epoch": 1.6933744221879814, "grad_norm": 54.26713562011719, "learning_rate": 9.952277657266813e-06, "loss": 2.0526, "step": 550 }, { "epoch": 1.7704160246533127, "grad_norm": 48.94434356689453, "learning_rate": 9.925162689804773e-06, "loss": 2.068, "step": 575 }, { "epoch": 1.847457627118644, "grad_norm": 46.54755783081055, "learning_rate": 9.898047722342734e-06, "loss": 2.5305, "step": 600 }, { "epoch": 1.847457627118644, "eval_loss": 0.6367625594139099, "eval_runtime": 236.1921, "eval_samples_per_second": 1.825, "eval_steps_per_second": 0.915, "eval_wer": 0.47723480333730633, "step": 600 }, { "epoch": 1.9244992295839753, "grad_norm": 45.87973403930664, "learning_rate": 9.870932754880696e-06, "loss": 2.4065, "step": 625 }, { "epoch": 2.0, "grad_norm": 28.206829071044922, "learning_rate": 9.843817787418655e-06, "loss": 2.0807, "step": 650 }, { "epoch": 2.0770416024653313, "grad_norm": 29.09613800048828, "learning_rate": 9.816702819956617e-06, "loss": 1.3675, "step": 675 }, { "epoch": 2.1540832049306626, "grad_norm": 28.714885711669922, "learning_rate": 9.789587852494578e-06, "loss": 1.2501, "step": 700 }, { "epoch": 2.231124807395994, "grad_norm": 54.41804122924805, "learning_rate": 9.76247288503254e-06, "loss": 1.2393, "step": 725 }, { "epoch": 2.3081664098613253, "grad_norm": 31.56501007080078, "learning_rate": 9.7353579175705e-06, "loss": 1.2768, "step": 750 }, { "epoch": 2.3852080123266566, "grad_norm": 73.83405303955078, "learning_rate": 9.70824295010846e-06, "loss": 1.2799, "step": 775 }, { "epoch": 2.462249614791988, "grad_norm": 42.22137451171875, "learning_rate": 9.68112798264642e-06, "loss": 1.4563, "step": 800 }, { "epoch": 2.462249614791988, "eval_loss": 0.651836097240448, "eval_runtime": 241.7933, "eval_samples_per_second": 1.783, "eval_steps_per_second": 0.893, "eval_wer": 0.4936829558998808, "step": 800 }, { "epoch": 2.539291217257319, "grad_norm": 58.9369010925293, "learning_rate": 9.654013015184382e-06, "loss": 1.4182, "step": 825 }, { "epoch": 2.61633281972265, "grad_norm": 33.295654296875, "learning_rate": 9.626898047722343e-06, "loss": 1.5956, "step": 850 }, { "epoch": 2.6933744221879814, "grad_norm": 31.526493072509766, "learning_rate": 9.599783080260305e-06, "loss": 1.4829, "step": 875 }, { "epoch": 2.7704160246533127, "grad_norm": 38.276947021484375, "learning_rate": 9.572668112798266e-06, "loss": 1.4473, "step": 900 }, { "epoch": 2.847457627118644, "grad_norm": 35.50004959106445, "learning_rate": 9.545553145336226e-06, "loss": 1.417, "step": 925 }, { "epoch": 2.9244992295839753, "grad_norm": 29.786792755126953, "learning_rate": 9.518438177874187e-06, "loss": 1.2574, "step": 950 }, { "epoch": 3.0, "grad_norm": 12.207977294921875, "learning_rate": 9.491323210412147e-06, "loss": 1.2935, "step": 975 }, { "epoch": 3.0770416024653313, "grad_norm": 27.92531394958496, "learning_rate": 9.464208242950108e-06, "loss": 0.6413, "step": 1000 }, { "epoch": 3.0770416024653313, "eval_loss": 0.6891891956329346, "eval_runtime": 240.7265, "eval_samples_per_second": 1.79, "eval_steps_per_second": 0.897, "eval_wer": 0.47818831942789036, "step": 1000 }, { "epoch": 3.1540832049306626, "grad_norm": 30.59457778930664, "learning_rate": 9.43709327548807e-06, "loss": 0.764, "step": 1025 }, { "epoch": 3.231124807395994, "grad_norm": 23.21906852722168, "learning_rate": 9.409978308026031e-06, "loss": 0.6408, "step": 1050 }, { "epoch": 3.3081664098613253, "grad_norm": 28.22869110107422, "learning_rate": 9.382863340563993e-06, "loss": 0.6615, "step": 1075 }, { "epoch": 3.3852080123266566, "grad_norm": 32.756710052490234, "learning_rate": 9.355748373101952e-06, "loss": 0.7282, "step": 1100 }, { "epoch": 3.462249614791988, "grad_norm": 27.851184844970703, "learning_rate": 9.328633405639914e-06, "loss": 0.8159, "step": 1125 }, { "epoch": 3.539291217257319, "grad_norm": 39.99174118041992, "learning_rate": 9.301518438177875e-06, "loss": 1.218, "step": 1150 }, { "epoch": 3.61633281972265, "grad_norm": 28.462491989135742, "learning_rate": 9.274403470715837e-06, "loss": 0.7496, "step": 1175 }, { "epoch": 3.6933744221879814, "grad_norm": 30.86623191833496, "learning_rate": 9.247288503253798e-06, "loss": 0.581, "step": 1200 }, { "epoch": 3.6933744221879814, "eval_loss": 0.6935437321662903, "eval_runtime": 235.9787, "eval_samples_per_second": 1.826, "eval_steps_per_second": 0.915, "eval_wer": 0.47508939213349227, "step": 1200 }, { "epoch": 3.6933744221879814, "step": 1200, "total_flos": 9.7824980385792e+18, "train_loss": 2.601292386849721, "train_runtime": 3847.301, "train_samples_per_second": 20.235, "train_steps_per_second": 2.526 } ], "logging_steps": 25, "max_steps": 9720, "num_input_tokens_seen": 0, "num_train_epochs": 30, "save_steps": 200, "stateful_callbacks": { "EarlyStoppingCallback": { "args": { "early_stopping_patience": 3, "early_stopping_threshold": 0.0 }, "attributes": { "early_stopping_patience_counter": 3 } }, "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": true }, "attributes": {} } }, "total_flos": 9.7824980385792e+18, "train_batch_size": 2, "trial_name": null, "trial_params": null }