wav2vec2-xls-r-300m-kk-n2 / trainer_state.json
DrishtiSharma's picture
End of training
fcf911a
raw
history blame
6.16 kB
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 149.9777777777778,
"global_step": 3300,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 9.09,
"learning_rate": 4.3956000000000004e-05,
"loss": 9.6799,
"step": 200
},
{
"epoch": 9.09,
"eval_loss": 3.611884593963623,
"eval_runtime": 14.8755,
"eval_samples_per_second": 22.588,
"eval_steps_per_second": 2.823,
"eval_wer": 1.0,
"step": 200
},
{
"epoch": 18.18,
"learning_rate": 8.8356e-05,
"loss": 3.1332,
"step": 400
},
{
"epoch": 18.18,
"eval_loss": 2.535223960876465,
"eval_runtime": 14.5917,
"eval_samples_per_second": 23.027,
"eval_steps_per_second": 2.878,
"eval_wer": 1.005,
"step": 400
},
{
"epoch": 27.27,
"learning_rate": 0.000132756,
"loss": 1.0465,
"step": 600
},
{
"epoch": 27.27,
"eval_loss": 0.6169007420539856,
"eval_runtime": 14.7692,
"eval_samples_per_second": 22.75,
"eval_steps_per_second": 2.844,
"eval_wer": 0.682,
"step": 600
},
{
"epoch": 36.36,
"learning_rate": 0.000177156,
"loss": 0.3452,
"step": 800
},
{
"epoch": 36.36,
"eval_loss": 0.6572489142417908,
"eval_runtime": 14.4275,
"eval_samples_per_second": 23.289,
"eval_steps_per_second": 2.911,
"eval_wer": 0.607,
"step": 800
},
{
"epoch": 45.44,
"learning_rate": 0.000221556,
"loss": 0.2575,
"step": 1000
},
{
"epoch": 45.44,
"eval_loss": 0.6526808142662048,
"eval_runtime": 14.9602,
"eval_samples_per_second": 22.46,
"eval_steps_per_second": 2.807,
"eval_wer": 0.578,
"step": 1000
},
{
"epoch": 54.53,
"learning_rate": 0.0002028886956521739,
"loss": 0.2088,
"step": 1200
},
{
"epoch": 54.53,
"eval_loss": 0.6828188300132751,
"eval_runtime": 14.4501,
"eval_samples_per_second": 23.252,
"eval_steps_per_second": 2.907,
"eval_wer": 0.551,
"step": 1200
},
{
"epoch": 63.62,
"learning_rate": 0.00018358434782608698,
"loss": 0.158,
"step": 1400
},
{
"epoch": 63.62,
"eval_loss": 0.707419753074646,
"eval_runtime": 14.2371,
"eval_samples_per_second": 23.6,
"eval_steps_per_second": 2.95,
"eval_wer": 0.5575,
"step": 1400
},
{
"epoch": 72.71,
"learning_rate": 0.00016428,
"loss": 0.1309,
"step": 1600
},
{
"epoch": 72.71,
"eval_loss": 0.6523335576057434,
"eval_runtime": 14.2381,
"eval_samples_per_second": 23.599,
"eval_steps_per_second": 2.95,
"eval_wer": 0.5595,
"step": 1600
},
{
"epoch": 81.8,
"learning_rate": 0.00014497565217391306,
"loss": 0.1074,
"step": 1800
},
{
"epoch": 81.8,
"eval_loss": 0.7262120842933655,
"eval_runtime": 14.2676,
"eval_samples_per_second": 23.55,
"eval_steps_per_second": 2.944,
"eval_wer": 0.5415,
"step": 1800
},
{
"epoch": 90.89,
"learning_rate": 0.0001256713043478261,
"loss": 0.087,
"step": 2000
},
{
"epoch": 90.89,
"eval_loss": 0.7198619246482849,
"eval_runtime": 14.0317,
"eval_samples_per_second": 23.946,
"eval_steps_per_second": 2.993,
"eval_wer": 0.521,
"step": 2000
},
{
"epoch": 99.98,
"learning_rate": 0.00010636695652173913,
"loss": 0.0711,
"step": 2200
},
{
"epoch": 99.98,
"eval_loss": 0.7113156318664551,
"eval_runtime": 14.2007,
"eval_samples_per_second": 23.661,
"eval_steps_per_second": 2.958,
"eval_wer": 0.523,
"step": 2200
},
{
"epoch": 109.09,
"learning_rate": 8.706260869565218e-05,
"loss": 0.0601,
"step": 2400
},
{
"epoch": 109.09,
"eval_loss": 0.6862908601760864,
"eval_runtime": 13.9453,
"eval_samples_per_second": 24.094,
"eval_steps_per_second": 3.012,
"eval_wer": 0.496,
"step": 2400
},
{
"epoch": 118.18,
"learning_rate": 6.775826086956522e-05,
"loss": 0.0451,
"step": 2600
},
{
"epoch": 118.18,
"eval_loss": 0.6998496055603027,
"eval_runtime": 14.078,
"eval_samples_per_second": 23.867,
"eval_steps_per_second": 2.983,
"eval_wer": 0.483,
"step": 2600
},
{
"epoch": 127.27,
"learning_rate": 4.8453913043478265e-05,
"loss": 0.0378,
"step": 2800
},
{
"epoch": 127.27,
"eval_loss": 0.6970936059951782,
"eval_runtime": 14.3534,
"eval_samples_per_second": 23.409,
"eval_steps_per_second": 2.926,
"eval_wer": 0.4615,
"step": 2800
},
{
"epoch": 136.36,
"learning_rate": 2.9149565217391308e-05,
"loss": 0.0319,
"step": 3000
},
{
"epoch": 136.36,
"eval_loss": 0.7119385600090027,
"eval_runtime": 14.2911,
"eval_samples_per_second": 23.511,
"eval_steps_per_second": 2.939,
"eval_wer": 0.4475,
"step": 3000
},
{
"epoch": 145.44,
"learning_rate": 9.845217391304348e-06,
"loss": 0.0305,
"step": 3200
},
{
"epoch": 145.44,
"eval_loss": 0.7181466221809387,
"eval_runtime": 14.0233,
"eval_samples_per_second": 23.96,
"eval_steps_per_second": 2.995,
"eval_wer": 0.459,
"step": 3200
},
{
"epoch": 149.98,
"step": 3300,
"total_flos": 1.7623169369275333e+19,
"train_loss": 0.9359948108413003,
"train_runtime": 8030.991,
"train_samples_per_second": 13.392,
"train_steps_per_second": 0.411
}
],
"max_steps": 3300,
"num_train_epochs": 150,
"total_flos": 1.7623169369275333e+19,
"trial_name": null,
"trial_params": null
}