xlsr_mid1_ko-zh / trainer_state.json
yesj1234's picture
Upload folder using huggingface_hub
b344332
raw
history blame contribute delete
No virus
6.8 kB
{
"best_metric": 0.40675491094589233,
"best_model_checkpoint": "./ko-xlsr5/checkpoint-18000",
"epoch": 9.995938811425477,
"eval_steps": 1800,
"global_step": 18460,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.32,
"learning_rate": 0.00029839643652561246,
"loss": 11.754,
"step": 600
},
{
"epoch": 0.65,
"learning_rate": 0.00028839086859688194,
"loss": 2.455,
"step": 1200
},
{
"epoch": 0.97,
"learning_rate": 0.00027836859688195985,
"loss": 1.4452,
"step": 1800
},
{
"epoch": 0.97,
"eval_cer": 0.23372905998439186,
"eval_loss": 0.9257286190986633,
"eval_runtime": 2065.8069,
"eval_samples_per_second": 7.149,
"eval_steps_per_second": 0.447,
"step": 1800
},
{
"epoch": 1.3,
"learning_rate": 0.0002683630289532294,
"loss": 1.2319,
"step": 2400
},
{
"epoch": 1.62,
"learning_rate": 0.00025834075723830735,
"loss": 1.1229,
"step": 3000
},
{
"epoch": 1.95,
"learning_rate": 0.0002483184855233853,
"loss": 1.0684,
"step": 3600
},
{
"epoch": 1.95,
"eval_cer": 0.18344095102682245,
"eval_loss": 0.6873096227645874,
"eval_runtime": 2137.5713,
"eval_samples_per_second": 6.909,
"eval_steps_per_second": 0.432,
"step": 3600
},
{
"epoch": 2.27,
"learning_rate": 0.0002383129175946548,
"loss": 0.9894,
"step": 4200
},
{
"epoch": 2.6,
"learning_rate": 0.00022829064587973272,
"loss": 0.9499,
"step": 4800
},
{
"epoch": 2.92,
"learning_rate": 0.00021826837416481068,
"loss": 0.9269,
"step": 5400
},
{
"epoch": 2.92,
"eval_cer": 0.15986839995296181,
"eval_loss": 0.5857065916061401,
"eval_runtime": 2062.0942,
"eval_samples_per_second": 7.162,
"eval_steps_per_second": 0.448,
"step": 5400
},
{
"epoch": 3.25,
"learning_rate": 0.00020826280623608017,
"loss": 0.8687,
"step": 6000
},
{
"epoch": 3.57,
"learning_rate": 0.0001982405345211581,
"loss": 0.856,
"step": 6600
},
{
"epoch": 3.9,
"learning_rate": 0.00018821826280623606,
"loss": 0.8264,
"step": 7200
},
{
"epoch": 3.9,
"eval_cer": 0.14419078265145766,
"eval_loss": 0.5356672406196594,
"eval_runtime": 2072.5322,
"eval_samples_per_second": 7.126,
"eval_steps_per_second": 0.445,
"step": 7200
},
{
"epoch": 4.22,
"learning_rate": 0.00017819599109131402,
"loss": 0.7946,
"step": 7800
},
{
"epoch": 4.55,
"learning_rate": 0.00016819042316258353,
"loss": 0.781,
"step": 8400
},
{
"epoch": 4.87,
"learning_rate": 0.00015816815144766144,
"loss": 0.7637,
"step": 9000
},
{
"epoch": 4.87,
"eval_cer": 0.1364936231171358,
"eval_loss": 0.5068702697753906,
"eval_runtime": 2140.8687,
"eval_samples_per_second": 6.898,
"eval_steps_per_second": 0.431,
"step": 9000
},
{
"epoch": 5.2,
"learning_rate": 0.00014814587973273943,
"loss": 0.736,
"step": 9600
},
{
"epoch": 5.52,
"learning_rate": 0.00013812360801781736,
"loss": 0.7097,
"step": 10200
},
{
"epoch": 5.85,
"learning_rate": 0.00012811804008908684,
"loss": 0.7033,
"step": 10800
},
{
"epoch": 5.85,
"eval_cer": 0.12771672314813826,
"eval_loss": 0.47439366579055786,
"eval_runtime": 2140.9721,
"eval_samples_per_second": 6.898,
"eval_steps_per_second": 0.431,
"step": 10800
},
{
"epoch": 6.17,
"learning_rate": 0.0001180957683741648,
"loss": 0.6863,
"step": 11400
},
{
"epoch": 6.5,
"learning_rate": 0.00010807349665924275,
"loss": 0.6564,
"step": 12000
},
{
"epoch": 6.82,
"learning_rate": 9.806792873051224e-05,
"loss": 0.652,
"step": 12600
},
{
"epoch": 6.82,
"eval_cer": 0.12095765493206187,
"eval_loss": 0.4477333426475525,
"eval_runtime": 2142.7063,
"eval_samples_per_second": 6.892,
"eval_steps_per_second": 0.431,
"step": 12600
},
{
"epoch": 7.15,
"learning_rate": 8.804565701559018e-05,
"loss": 0.6258,
"step": 13200
},
{
"epoch": 7.47,
"learning_rate": 7.802338530066816e-05,
"loss": 0.6085,
"step": 13800
},
{
"epoch": 7.8,
"learning_rate": 6.801781737193764e-05,
"loss": 0.5999,
"step": 14400
},
{
"epoch": 7.8,
"eval_cer": 0.11436428945596049,
"eval_loss": 0.4309966564178467,
"eval_runtime": 2141.1385,
"eval_samples_per_second": 6.897,
"eval_steps_per_second": 0.431,
"step": 14400
},
{
"epoch": 8.12,
"learning_rate": 5.799554565701558e-05,
"loss": 0.5889,
"step": 15000
},
{
"epoch": 8.45,
"learning_rate": 4.798997772828508e-05,
"loss": 0.5754,
"step": 15600
},
{
"epoch": 8.77,
"learning_rate": 3.7967706013363024e-05,
"loss": 0.5606,
"step": 16200
},
{
"epoch": 8.77,
"eval_cer": 0.11144845575736842,
"eval_loss": 0.41504111886024475,
"eval_runtime": 2070.5583,
"eval_samples_per_second": 7.132,
"eval_steps_per_second": 0.446,
"step": 16200
},
{
"epoch": 9.1,
"learning_rate": 2.7945434298440978e-05,
"loss": 0.5528,
"step": 16800
},
{
"epoch": 9.42,
"learning_rate": 1.792316258351893e-05,
"loss": 0.5452,
"step": 17400
},
{
"epoch": 9.75,
"learning_rate": 7.917594654788419e-06,
"loss": 0.5371,
"step": 18000
},
{
"epoch": 9.75,
"eval_cer": 0.10851124106006992,
"eval_loss": 0.40675491094589233,
"eval_runtime": 2143.676,
"eval_samples_per_second": 6.889,
"eval_steps_per_second": 0.431,
"step": 18000
},
{
"epoch": 10.0,
"step": 18460,
"total_flos": 1.2921277443498574e+20,
"train_loss": 1.1888314855705748,
"train_runtime": 43297.9494,
"train_samples_per_second": 27.297,
"train_steps_per_second": 0.426
}
],
"logging_steps": 600,
"max_steps": 18460,
"num_train_epochs": 10,
"save_steps": 1800,
"total_flos": 1.2921277443498574e+20,
"trial_name": null,
"trial_params": null
}