wav2vec2-large-speech_commands / trainer_state.json
jialicheng's picture
Upload folder using huggingface_hub
2af1cff verified
raw
history blame contribute delete
No virus
5.87 kB
{
"best_metric": 0.9839658723153869,
"best_model_checkpoint": "audio/train/checkpoint/wav2vec2-large/superb_ks_42/checkpoint-15970",
"epoch": 10.0,
"eval_steps": 500,
"global_step": 15970,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.6261740763932373,
"grad_norm": 7.050719738006592,
"learning_rate": 3.1308703819661866e-05,
"loss": 1.0646,
"step": 1000
},
{
"epoch": 1.0,
"eval_accuracy": 0.9624889673433362,
"eval_loss": 0.1839100420475006,
"eval_runtime": 14.3255,
"eval_samples_per_second": 474.537,
"eval_steps_per_second": 1.885,
"step": 1597
},
{
"epoch": 1.2523481527864746,
"grad_norm": 9.074967384338379,
"learning_rate": 4.859806581785292e-05,
"loss": 0.4257,
"step": 2000
},
{
"epoch": 1.878522229179712,
"grad_norm": 91.34820556640625,
"learning_rate": 4.51193209490016e-05,
"loss": 0.3751,
"step": 3000
},
{
"epoch": 2.0,
"eval_accuracy": 0.9646954986760812,
"eval_loss": 0.19544720649719238,
"eval_runtime": 13.9956,
"eval_samples_per_second": 485.723,
"eval_steps_per_second": 1.929,
"step": 3194
},
{
"epoch": 2.504696305572949,
"grad_norm": 1.8326303958892822,
"learning_rate": 4.1640576080150286e-05,
"loss": 0.3156,
"step": 4000
},
{
"epoch": 3.0,
"eval_accuracy": 0.9744042365401588,
"eval_loss": 0.13350164890289307,
"eval_runtime": 14.2445,
"eval_samples_per_second": 477.238,
"eval_steps_per_second": 1.895,
"step": 4791
},
{
"epoch": 3.1308703819661865,
"grad_norm": 2.554948329925537,
"learning_rate": 3.8161831211298965e-05,
"loss": 0.2839,
"step": 5000
},
{
"epoch": 3.757044458359424,
"grad_norm": 1.011059045791626,
"learning_rate": 3.468308634244764e-05,
"loss": 0.257,
"step": 6000
},
{
"epoch": 4.0,
"eval_accuracy": 0.979552809649897,
"eval_loss": 0.10616285353899002,
"eval_runtime": 14.1933,
"eval_samples_per_second": 478.959,
"eval_steps_per_second": 1.902,
"step": 6388
},
{
"epoch": 4.383218534752661,
"grad_norm": 18.241968154907227,
"learning_rate": 3.120434147359633e-05,
"loss": 0.2386,
"step": 7000
},
{
"epoch": 5.0,
"eval_accuracy": 0.9801412180052956,
"eval_loss": 0.10293199121952057,
"eval_runtime": 21.533,
"eval_samples_per_second": 315.701,
"eval_steps_per_second": 1.254,
"step": 7985
},
{
"epoch": 5.009392611145898,
"grad_norm": 22.520170211791992,
"learning_rate": 2.7725596604745007e-05,
"loss": 0.2205,
"step": 8000
},
{
"epoch": 5.635566687539136,
"grad_norm": 2.018341302871704,
"learning_rate": 2.4246851735893692e-05,
"loss": 0.2085,
"step": 9000
},
{
"epoch": 6.0,
"eval_accuracy": 0.9814651368049426,
"eval_loss": 0.1001678854227066,
"eval_runtime": 14.0995,
"eval_samples_per_second": 482.145,
"eval_steps_per_second": 1.915,
"step": 9582
},
{
"epoch": 6.261740763932373,
"grad_norm": 29.089778900146484,
"learning_rate": 2.076810686704237e-05,
"loss": 0.1905,
"step": 10000
},
{
"epoch": 6.88791484032561,
"grad_norm": 2.23885178565979,
"learning_rate": 1.7289361998191053e-05,
"loss": 0.1715,
"step": 11000
},
{
"epoch": 7.0,
"eval_accuracy": 0.981759340982642,
"eval_loss": 0.10314840078353882,
"eval_runtime": 14.0909,
"eval_samples_per_second": 482.44,
"eval_steps_per_second": 1.916,
"step": 11179
},
{
"epoch": 7.514088916718848,
"grad_norm": 0.31174391508102417,
"learning_rate": 1.3810617129339735e-05,
"loss": 0.1575,
"step": 12000
},
{
"epoch": 8.0,
"eval_accuracy": 0.9819064430714917,
"eval_loss": 0.09382686764001846,
"eval_runtime": 14.1853,
"eval_samples_per_second": 479.227,
"eval_steps_per_second": 1.903,
"step": 12776
},
{
"epoch": 8.140262993112085,
"grad_norm": 2.9018185138702393,
"learning_rate": 1.0331872260488417e-05,
"loss": 0.147,
"step": 13000
},
{
"epoch": 8.766437069505322,
"grad_norm": 3.0589239597320557,
"learning_rate": 6.853127391637097e-06,
"loss": 0.1332,
"step": 14000
},
{
"epoch": 9.0,
"eval_accuracy": 0.9830832597822889,
"eval_loss": 0.08958739787340164,
"eval_runtime": 14.0026,
"eval_samples_per_second": 485.481,
"eval_steps_per_second": 1.928,
"step": 14373
},
{
"epoch": 9.39261114589856,
"grad_norm": 4.1695756912231445,
"learning_rate": 3.3743825227857787e-06,
"loss": 0.1288,
"step": 15000
},
{
"epoch": 10.0,
"eval_accuracy": 0.9839658723153869,
"eval_loss": 0.08564967662096024,
"eval_runtime": 13.9588,
"eval_samples_per_second": 487.004,
"eval_steps_per_second": 1.934,
"step": 15970
},
{
"epoch": 10.0,
"step": 15970,
"total_flos": 1.548488981447424e+19,
"train_loss": 0.27784167333327014,
"train_runtime": 3003.8643,
"train_samples_per_second": 170.094,
"train_steps_per_second": 5.316
}
],
"logging_steps": 1000,
"max_steps": 15970,
"num_input_tokens_seen": 0,
"num_train_epochs": 10,
"save_steps": 500,
"total_flos": 1.548488981447424e+19,
"train_batch_size": 32,
"trial_name": null,
"trial_params": null
}