gguichard's picture
Training in progress, epoch 9, checkpoint
23edc5c verified
{
"best_metric": 0.014273108914494514,
"best_model_checkpoint": "verbnet_train_derived/checkpoint-2109000",
"epoch": 9.0,
"eval_steps": 500,
"global_step": 2372625,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": 0.0011935352813452482,
"learning_rate": 1.9600150213371268e-05,
"loss": 0.237,
"step": 263625
},
{
"epoch": 1.0,
"eval_loss": 0.0812821313738823,
"eval_runtime": 657.1184,
"eval_samples_per_second": 168.919,
"eval_steps_per_second": 21.115,
"step": 263625
},
{
"epoch": 2.0,
"grad_norm": 0.0008472450426779687,
"learning_rate": 1.9200294357515412e-05,
"loss": 0.0675,
"step": 527250
},
{
"epoch": 2.0,
"eval_loss": 0.04395299404859543,
"eval_runtime": 635.1223,
"eval_samples_per_second": 174.769,
"eval_steps_per_second": 21.846,
"step": 527250
},
{
"epoch": 3.0,
"grad_norm": 0.0005161144654266536,
"learning_rate": 1.8800440018966338e-05,
"loss": 0.0402,
"step": 790875
},
{
"epoch": 3.0,
"eval_loss": 0.03021380864083767,
"eval_runtime": 631.9338,
"eval_samples_per_second": 175.651,
"eval_steps_per_second": 21.956,
"step": 790875
},
{
"epoch": 4.0,
"grad_norm": 1.3789523109153379e-05,
"learning_rate": 1.8400591749644382e-05,
"loss": 0.0269,
"step": 1054500
},
{
"epoch": 4.0,
"eval_loss": 0.02329804003238678,
"eval_runtime": 635.8959,
"eval_samples_per_second": 174.557,
"eval_steps_per_second": 21.82,
"step": 1054500
},
{
"epoch": 5.0,
"grad_norm": 1.8203951185569167e-05,
"learning_rate": 1.8000737411095308e-05,
"loss": 0.019,
"step": 1318125
},
{
"epoch": 5.0,
"eval_loss": 0.01786634884774685,
"eval_runtime": 635.4082,
"eval_samples_per_second": 174.691,
"eval_steps_per_second": 21.836,
"step": 1318125
},
{
"epoch": 6.0,
"grad_norm": 0.00018590281251817942,
"learning_rate": 1.7600884589853015e-05,
"loss": 0.0144,
"step": 1581750
},
{
"epoch": 6.0,
"eval_loss": 0.016473863273859024,
"eval_runtime": 633.0357,
"eval_samples_per_second": 175.346,
"eval_steps_per_second": 21.918,
"step": 1581750
},
{
"epoch": 7.0,
"grad_norm": 4.66911842522677e-06,
"learning_rate": 1.7201034803224278e-05,
"loss": 0.0115,
"step": 1845375
},
{
"epoch": 7.0,
"eval_loss": 0.015895597636699677,
"eval_runtime": 641.0505,
"eval_samples_per_second": 173.153,
"eval_steps_per_second": 21.644,
"step": 1845375
},
{
"epoch": 8.0,
"grad_norm": 0.0007661374402232468,
"learning_rate": 1.6801183499288766e-05,
"loss": 0.0093,
"step": 2109000
},
{
"epoch": 8.0,
"eval_loss": 0.014273108914494514,
"eval_runtime": 643.6593,
"eval_samples_per_second": 172.451,
"eval_steps_per_second": 21.556,
"step": 2109000
},
{
"epoch": 9.0,
"grad_norm": 8.322523353854194e-05,
"learning_rate": 1.640133219535325e-05,
"loss": 0.0078,
"step": 2372625
},
{
"epoch": 9.0,
"eval_loss": 0.014644059352576733,
"eval_runtime": 650.6057,
"eval_samples_per_second": 170.61,
"eval_steps_per_second": 21.326,
"step": 2372625
}
],
"logging_steps": 500,
"max_steps": 13181250,
"num_input_tokens_seen": 0,
"num_train_epochs": 50,
"save_steps": 500,
"stateful_callbacks": {
"EarlyStoppingCallback": {
"args": {
"early_stopping_patience": 5,
"early_stopping_threshold": 0.0
},
"attributes": {
"early_stopping_patience_counter": 0
}
},
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": false
},
"attributes": {}
}
},
"total_flos": 2.1280836142049203e+18,
"train_batch_size": 8,
"trial_name": null,
"trial_params": null
}