wav2vec2-xls-r-300m-ca-lm / trainer_state.json
PereLluis13's picture
update model epoch 4
f4231fb
raw
history blame
4.56 kB
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 2.9996005858074826,
"global_step": 5631,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.09,
"learning_rate": 1.8712499999999997e-05,
"loss": 6.2099,
"step": 500
},
{
"epoch": 0.09,
"eval_loss": 3.41253662109375,
"eval_runtime": 1358.074,
"eval_samples_per_second": 14.868,
"eval_steps_per_second": 0.465,
"eval_wer": 1.0,
"step": 500
},
{
"epoch": 0.18,
"learning_rate": 3.7462499999999996e-05,
"loss": 2.9961,
"step": 1000
},
{
"epoch": 0.18,
"eval_loss": 2.9223873615264893,
"eval_runtime": 1361.8836,
"eval_samples_per_second": 14.827,
"eval_steps_per_second": 0.463,
"eval_wer": 1.0,
"step": 1000
},
{
"epoch": 0.26,
"learning_rate": 5.62125e-05,
"loss": 2.2147,
"step": 1500
},
{
"epoch": 0.26,
"eval_loss": 0.6520791053771973,
"eval_runtime": 1355.9385,
"eval_samples_per_second": 14.892,
"eval_steps_per_second": 0.465,
"eval_wer": 0.5567824255052013,
"step": 1500
},
{
"epoch": 0.35,
"learning_rate": 7.49625e-05,
"loss": 1.3017,
"step": 2000
},
{
"epoch": 0.35,
"eval_loss": 0.31525641679763794,
"eval_runtime": 1371.0684,
"eval_samples_per_second": 14.727,
"eval_steps_per_second": 0.46,
"eval_wer": 0.27607269814249236,
"step": 2000
},
{
"epoch": 0.44,
"learning_rate": 7.431581352833637e-05,
"loss": 1.1196,
"step": 2500
},
{
"epoch": 0.44,
"eval_loss": 0.24444133043289185,
"eval_runtime": 1363.4869,
"eval_samples_per_second": 14.809,
"eval_steps_per_second": 0.463,
"eval_wer": 0.23673497683411066,
"step": 2500
},
{
"epoch": 0.53,
"learning_rate": 7.363162705667275e-05,
"loss": 1.0712,
"step": 3000
},
{
"epoch": 0.53,
"eval_loss": 0.23236490786075592,
"eval_runtime": 1368.4487,
"eval_samples_per_second": 14.755,
"eval_steps_per_second": 0.461,
"eval_wer": 0.21321861436015543,
"step": 3000
},
{
"epoch": 0.62,
"learning_rate": 7.294606946983546e-05,
"loss": 1.052,
"step": 3500
},
{
"epoch": 0.62,
"eval_loss": 0.21734564006328583,
"eval_runtime": 1358.6503,
"eval_samples_per_second": 14.862,
"eval_steps_per_second": 0.464,
"eval_wer": 0.20317428528513493,
"step": 3500
},
{
"epoch": 2.13,
"learning_rate": 3.375103277334068e-05,
"loss": 1.2813,
"step": 4000
},
{
"epoch": 2.13,
"eval_loss": 0.332599401473999,
"eval_runtime": 393.989,
"eval_samples_per_second": 10.906,
"eval_steps_per_second": 0.343,
"eval_wer": 0.20989847979467358,
"step": 4000
},
{
"epoch": 2.4,
"learning_rate": 2.3423299366565682e-05,
"loss": 1.2365,
"step": 4500
},
{
"epoch": 2.4,
"eval_loss": 0.3223731815814972,
"eval_runtime": 391.7507,
"eval_samples_per_second": 10.969,
"eval_steps_per_second": 0.345,
"eval_wer": 0.2003283560376986,
"step": 4500
},
{
"epoch": 2.66,
"learning_rate": 1.309556595979069e-05,
"loss": 1.2193,
"step": 5000
},
{
"epoch": 2.66,
"eval_loss": 0.31981074810028076,
"eval_runtime": 402.4439,
"eval_samples_per_second": 10.677,
"eval_steps_per_second": 0.335,
"eval_wer": 0.19565239980464894,
"step": 5000
},
{
"epoch": 2.93,
"learning_rate": 2.767832553015698e-06,
"loss": 1.2072,
"step": 5500
},
{
"epoch": 2.93,
"eval_loss": 0.3063456118106842,
"eval_runtime": 396.6525,
"eval_samples_per_second": 10.833,
"eval_steps_per_second": 0.34,
"eval_wer": 0.19327285763271923,
"step": 5500
},
{
"epoch": 3.0,
"step": 5631,
"total_flos": 1.4549289807228204e+20,
"train_loss": 0.46717894900821066,
"train_runtime": 42700.8803,
"train_samples_per_second": 16.885,
"train_steps_per_second": 0.132
}
],
"max_steps": 5631,
"num_train_epochs": 3,
"total_flos": 1.4549289807228204e+20,
"trial_name": null,
"trial_params": null
}