Automatic Speech Recognition
TensorBoard
Safetensors
Welsh
wav2vec2
Generated from Trainer
wav2vec2-xlsr-53-ft-btb-cv-cy / trainer_state.json
DewiBrynJones's picture
End of training
1c61e48 verified
raw
history blame
7.65 kB
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 1.1422044545973729,
"eval_steps": 500,
"global_step": 8000,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.0713877784123358,
"grad_norm": 5.507429599761963,
"learning_rate": 0.00018487499999999998,
"loss": 4.6973,
"step": 500
},
{
"epoch": 0.0713877784123358,
"eval_loss": Infinity,
"eval_runtime": 112.8446,
"eval_samples_per_second": 34.57,
"eval_steps_per_second": 0.541,
"eval_wer": 1.0,
"step": 500
},
{
"epoch": 0.1427755568246716,
"grad_norm": 17.29350471496582,
"learning_rate": 0.0002919583333333333,
"loss": 1.448,
"step": 1000
},
{
"epoch": 0.1427755568246716,
"eval_loss": Infinity,
"eval_runtime": 111.1281,
"eval_samples_per_second": 35.104,
"eval_steps_per_second": 0.549,
"eval_wer": 0.7573781577549148,
"step": 1000
},
{
"epoch": 0.21416333523700742,
"grad_norm": 6.642392158508301,
"learning_rate": 0.000271125,
"loss": 1.053,
"step": 1500
},
{
"epoch": 0.21416333523700742,
"eval_loss": Infinity,
"eval_runtime": 112.2463,
"eval_samples_per_second": 34.754,
"eval_steps_per_second": 0.543,
"eval_wer": 0.6583828430662223,
"step": 1500
},
{
"epoch": 0.2855511136493432,
"grad_norm": 7.0610857009887695,
"learning_rate": 0.0002502916666666666,
"loss": 0.9304,
"step": 2000
},
{
"epoch": 0.2855511136493432,
"eval_loss": Infinity,
"eval_runtime": 112.8186,
"eval_samples_per_second": 34.578,
"eval_steps_per_second": 0.541,
"eval_wer": 0.5963386948751389,
"step": 2000
},
{
"epoch": 0.35693889206167906,
"grad_norm": 8.276483535766602,
"learning_rate": 0.0002295,
"loss": 0.8755,
"step": 2500
},
{
"epoch": 0.35693889206167906,
"eval_loss": Infinity,
"eval_runtime": 111.0309,
"eval_samples_per_second": 35.134,
"eval_steps_per_second": 0.549,
"eval_wer": 0.5945515142732938,
"step": 2500
},
{
"epoch": 0.42832667047401485,
"grad_norm": 7.304489612579346,
"learning_rate": 0.00020874999999999998,
"loss": 0.8238,
"step": 3000
},
{
"epoch": 0.42832667047401485,
"eval_loss": Infinity,
"eval_runtime": 107.1934,
"eval_samples_per_second": 36.392,
"eval_steps_per_second": 0.569,
"eval_wer": 0.5392213688837366,
"step": 3000
},
{
"epoch": 0.49971444888635064,
"grad_norm": 7.1927947998046875,
"learning_rate": 0.00018795833333333333,
"loss": 0.7819,
"step": 3500
},
{
"epoch": 0.49971444888635064,
"eval_loss": Infinity,
"eval_runtime": 107.346,
"eval_samples_per_second": 36.34,
"eval_steps_per_second": 0.568,
"eval_wer": 0.49666714968845094,
"step": 3500
},
{
"epoch": 0.5711022272986864,
"grad_norm": 4.308356761932373,
"learning_rate": 0.000167125,
"loss": 0.729,
"step": 4000
},
{
"epoch": 0.5711022272986864,
"eval_loss": Infinity,
"eval_runtime": 107.5572,
"eval_samples_per_second": 36.269,
"eval_steps_per_second": 0.567,
"eval_wer": 0.4834082017098971,
"step": 4000
},
{
"epoch": 0.6424900057110223,
"grad_norm": 6.571809768676758,
"learning_rate": 0.0001463333333333333,
"loss": 0.6923,
"step": 4500
},
{
"epoch": 0.6424900057110223,
"eval_loss": Infinity,
"eval_runtime": 107.6399,
"eval_samples_per_second": 36.241,
"eval_steps_per_second": 0.567,
"eval_wer": 0.4564314350577211,
"step": 4500
},
{
"epoch": 0.7138777841233581,
"grad_norm": 5.07558536529541,
"learning_rate": 0.0001255,
"loss": 0.7052,
"step": 5000
},
{
"epoch": 0.7138777841233581,
"eval_loss": Infinity,
"eval_runtime": 107.7831,
"eval_samples_per_second": 36.193,
"eval_steps_per_second": 0.566,
"eval_wer": 0.43462300149736754,
"step": 5000
},
{
"epoch": 0.7852655625356939,
"grad_norm": 4.797505855560303,
"learning_rate": 0.00010466666666666667,
"loss": 0.6675,
"step": 5500
},
{
"epoch": 0.7852655625356939,
"eval_loss": Infinity,
"eval_runtime": 108.5624,
"eval_samples_per_second": 35.933,
"eval_steps_per_second": 0.562,
"eval_wer": 0.41626817369463365,
"step": 5500
},
{
"epoch": 0.8566533409480297,
"grad_norm": 4.757002830505371,
"learning_rate": 8.383333333333333e-05,
"loss": 0.6217,
"step": 6000
},
{
"epoch": 0.8566533409480297,
"eval_loss": Infinity,
"eval_runtime": 107.7978,
"eval_samples_per_second": 36.188,
"eval_steps_per_second": 0.566,
"eval_wer": 0.39619861855769695,
"step": 6000
},
{
"epoch": 0.9280411193603655,
"grad_norm": 3.95064640045166,
"learning_rate": 6.299999999999999e-05,
"loss": 0.5954,
"step": 6500
},
{
"epoch": 0.9280411193603655,
"eval_loss": Infinity,
"eval_runtime": 108.005,
"eval_samples_per_second": 36.119,
"eval_steps_per_second": 0.565,
"eval_wer": 0.3882529102062503,
"step": 6500
},
{
"epoch": 0.9994288977727013,
"grad_norm": 5.451465129852295,
"learning_rate": 4.216666666666666e-05,
"loss": 0.5687,
"step": 7000
},
{
"epoch": 0.9994288977727013,
"eval_loss": Infinity,
"eval_runtime": 108.8578,
"eval_samples_per_second": 35.836,
"eval_steps_per_second": 0.56,
"eval_wer": 0.3746075448002705,
"step": 7000
},
{
"epoch": 1.070816676185037,
"grad_norm": 2.5018062591552734,
"learning_rate": 2.133333333333333e-05,
"loss": 0.477,
"step": 7500
},
{
"epoch": 1.070816676185037,
"eval_loss": Infinity,
"eval_runtime": 106.7519,
"eval_samples_per_second": 36.543,
"eval_steps_per_second": 0.571,
"eval_wer": 0.36472974931169394,
"step": 7500
},
{
"epoch": 1.1422044545973729,
"grad_norm": 4.154621124267578,
"learning_rate": 5e-07,
"loss": 0.4804,
"step": 8000
},
{
"epoch": 1.1422044545973729,
"eval_loss": Infinity,
"eval_runtime": 107.9663,
"eval_samples_per_second": 36.132,
"eval_steps_per_second": 0.565,
"eval_wer": 0.3598029271120127,
"step": 8000
},
{
"epoch": 1.1422044545973729,
"step": 8000,
"total_flos": 8.368100900404746e+18,
"train_loss": 1.0091876525878907,
"train_runtime": 5013.5506,
"train_samples_per_second": 12.765,
"train_steps_per_second": 1.596
}
],
"logging_steps": 500,
"max_steps": 8000,
"num_input_tokens_seen": 0,
"num_train_epochs": 2,
"save_steps": 500,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 8.368100900404746e+18,
"train_batch_size": 8,
"trial_name": null,
"trial_params": null
}