flan-t5-small-gigatrue-AU / trainer_state.json
Plasmoxy's picture
End of training
b298ba2 verified
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 3.0,
"eval_steps": 3000,
"global_step": 44343,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 6.76544212164265e-05,
"grad_norm": 7.09375,
"learning_rate": 0.0002999932345578783,
"loss": 4.25,
"step": 1
},
{
"epoch": 0.20296326364927947,
"grad_norm": 0.88671875,
"learning_rate": 0.000279703673635072,
"loss": 2.7986,
"step": 3000
},
{
"epoch": 0.20296326364927947,
"eval_loss": 2.3799755573272705,
"eval_runtime": 61.2814,
"eval_samples_per_second": 1540.516,
"eval_steps_per_second": 6.021,
"step": 3000
},
{
"epoch": 0.40592652729855894,
"grad_norm": 0.77734375,
"learning_rate": 0.0002594073472701441,
"loss": 2.7128,
"step": 6000
},
{
"epoch": 0.40592652729855894,
"eval_loss": 2.3596713542938232,
"eval_runtime": 61.2743,
"eval_samples_per_second": 1540.694,
"eval_steps_per_second": 6.022,
"step": 6000
},
{
"epoch": 0.6088897909478385,
"grad_norm": 1.0078125,
"learning_rate": 0.0002391110209052161,
"loss": 2.691,
"step": 9000
},
{
"epoch": 0.6088897909478385,
"eval_loss": 2.348450183868408,
"eval_runtime": 61.2066,
"eval_samples_per_second": 1542.4,
"eval_steps_per_second": 6.029,
"step": 9000
},
{
"epoch": 0.8118530545971179,
"grad_norm": 0.9140625,
"learning_rate": 0.0002188146945402882,
"loss": 2.6832,
"step": 12000
},
{
"epoch": 0.8118530545971179,
"eval_loss": 2.3406801223754883,
"eval_runtime": 61.3132,
"eval_samples_per_second": 1539.719,
"eval_steps_per_second": 6.018,
"step": 12000
},
{
"epoch": 1.0148163182463974,
"grad_norm": 0.8671875,
"learning_rate": 0.00019851836817536025,
"loss": 2.6763,
"step": 15000
},
{
"epoch": 1.0148163182463974,
"eval_loss": 2.3388381004333496,
"eval_runtime": 61.2522,
"eval_samples_per_second": 1541.25,
"eval_steps_per_second": 6.024,
"step": 15000
},
{
"epoch": 1.217779581895677,
"grad_norm": 0.8359375,
"learning_rate": 0.0001782220418104323,
"loss": 2.6714,
"step": 18000
},
{
"epoch": 1.217779581895677,
"eval_loss": 2.3343918323516846,
"eval_runtime": 61.2808,
"eval_samples_per_second": 1540.532,
"eval_steps_per_second": 6.021,
"step": 18000
},
{
"epoch": 1.4207428455449564,
"grad_norm": 1.1796875,
"learning_rate": 0.00015792571544550436,
"loss": 2.6693,
"step": 21000
},
{
"epoch": 1.4207428455449564,
"eval_loss": 2.333566188812256,
"eval_runtime": 61.2712,
"eval_samples_per_second": 1540.773,
"eval_steps_per_second": 6.022,
"step": 21000
},
{
"epoch": 1.6237061091942357,
"grad_norm": 0.8359375,
"learning_rate": 0.0001376293890805764,
"loss": 2.6672,
"step": 24000
},
{
"epoch": 1.6237061091942357,
"eval_loss": 2.3340320587158203,
"eval_runtime": 61.1843,
"eval_samples_per_second": 1542.961,
"eval_steps_per_second": 6.031,
"step": 24000
},
{
"epoch": 1.8266693728435153,
"grad_norm": 0.93359375,
"learning_rate": 0.00011733306271564845,
"loss": 2.6654,
"step": 27000
},
{
"epoch": 1.8266693728435153,
"eval_loss": 2.3319995403289795,
"eval_runtime": 61.2774,
"eval_samples_per_second": 1540.618,
"eval_steps_per_second": 6.022,
"step": 27000
},
{
"epoch": 2.029632636492795,
"grad_norm": 0.83984375,
"learning_rate": 9.703673635072052e-05,
"loss": 2.6655,
"step": 30000
},
{
"epoch": 2.029632636492795,
"eval_loss": 2.3317666053771973,
"eval_runtime": 61.4137,
"eval_samples_per_second": 1537.199,
"eval_steps_per_second": 6.008,
"step": 30000
},
{
"epoch": 2.232595900142074,
"grad_norm": 0.88671875,
"learning_rate": 7.674040998579256e-05,
"loss": 2.6628,
"step": 33000
},
{
"epoch": 2.232595900142074,
"eval_loss": 2.3321053981781006,
"eval_runtime": 61.2773,
"eval_samples_per_second": 1540.618,
"eval_steps_per_second": 6.022,
"step": 33000
},
{
"epoch": 2.435559163791354,
"grad_norm": 0.765625,
"learning_rate": 5.644408362086462e-05,
"loss": 2.666,
"step": 36000
},
{
"epoch": 2.435559163791354,
"eval_loss": 2.3318090438842773,
"eval_runtime": 61.27,
"eval_samples_per_second": 1540.804,
"eval_steps_per_second": 6.023,
"step": 36000
},
{
"epoch": 2.638522427440633,
"grad_norm": 0.80078125,
"learning_rate": 3.614775725593667e-05,
"loss": 2.6666,
"step": 39000
},
{
"epoch": 2.638522427440633,
"eval_loss": 2.331491470336914,
"eval_runtime": 61.2796,
"eval_samples_per_second": 1540.562,
"eval_steps_per_second": 6.022,
"step": 39000
},
{
"epoch": 2.841485691089913,
"grad_norm": 0.8671875,
"learning_rate": 1.5851430891008727e-05,
"loss": 2.665,
"step": 42000
},
{
"epoch": 2.841485691089913,
"eval_loss": 2.331724166870117,
"eval_runtime": 61.1466,
"eval_samples_per_second": 1543.912,
"eval_steps_per_second": 6.035,
"step": 42000
},
{
"epoch": 3.0,
"step": 44343,
"total_flos": 4.6159075948098355e+17,
"train_loss": 2.682002373542611,
"train_runtime": 22758.1142,
"train_samples_per_second": 498.788,
"train_steps_per_second": 1.948
}
],
"logging_steps": 3000,
"max_steps": 44343,
"num_input_tokens_seen": 0,
"num_train_epochs": 3,
"save_steps": 3000,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 4.6159075948098355e+17,
"train_batch_size": 256,
"trial_name": null,
"trial_params": null
}