bel32123's picture
Add Wav2Vec ASR Model Files
6d3dc99
raw
history blame
2.71 kB
{
"best_metric": 17.541647491946616,
"best_model_checkpoint": "/content/drive/MyDrive/NUS/Y4S1/Sound and Music Computing/CS4347 Project/Experiments/Wav2Vec Baselines/L2 Artic 3 Speakers: Baseline 2/wav2vec-baseline2-model-checkpoints/checkpoint-200",
"epoch": 4.411764705882353,
"global_step": 1200,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.74,
"learning_rate": 0.0001194,
"loss": 4.1351,
"step": 200
},
{
"epoch": 0.74,
"eval_loss": 1.9543204307556152,
"eval_per": 17.541647491946616,
"eval_runtime": 143.4439,
"eval_samples_per_second": 15.149,
"eval_steps_per_second": 1.896,
"step": 200
},
{
"epoch": 1.47,
"learning_rate": 0.0002394,
"loss": 1.7915,
"step": 400
},
{
"epoch": 1.47,
"eval_loss": 1.692239761352539,
"eval_per": 7.960756135308424,
"eval_runtime": 137.113,
"eval_samples_per_second": 15.848,
"eval_steps_per_second": 1.984,
"step": 400
},
{
"epoch": 2.21,
"learning_rate": 0.0002971387283236994,
"loss": 1.2246,
"step": 600
},
{
"epoch": 2.21,
"eval_loss": 0.5273078083992004,
"eval_per": 0.31805393535991217,
"eval_runtime": 136.1021,
"eval_samples_per_second": 15.966,
"eval_steps_per_second": 1.999,
"step": 600
},
{
"epoch": 2.94,
"learning_rate": 0.0002913872832369942,
"loss": 0.9433,
"step": 800
},
{
"epoch": 2.94,
"eval_loss": 0.41386935114860535,
"eval_per": 0.2565853269749339,
"eval_runtime": 136.2091,
"eval_samples_per_second": 15.953,
"eval_steps_per_second": 1.997,
"step": 800
},
{
"epoch": 3.68,
"learning_rate": 0.000285606936416185,
"loss": 0.8842,
"step": 1000
},
{
"epoch": 3.68,
"eval_loss": 0.3962230980396271,
"eval_per": 0.24980343554684897,
"eval_runtime": 139.9847,
"eval_samples_per_second": 15.523,
"eval_steps_per_second": 1.943,
"step": 1000
},
{
"epoch": 4.41,
"learning_rate": 0.00027982658959537567,
"loss": 0.8542,
"step": 1200
},
{
"epoch": 4.41,
"eval_loss": 0.3784765601158142,
"eval_per": 0.24003603985584057,
"eval_runtime": 136.6045,
"eval_samples_per_second": 15.907,
"eval_steps_per_second": 1.991,
"step": 1200
}
],
"max_steps": 10880,
"num_train_epochs": 40,
"total_flos": 4.4309288969819863e+18,
"trial_name": null,
"trial_params": null
}