distilbert_lda_5_v1_qnli / trainer_state.json
gokulsrinivasagan's picture
End of training
a8c2496 verified
raw
history blame
5.98 kB
{
"best_metric": 0.691364049911499,
"best_model_checkpoint": "distilbert_lda_5_v1_qnli/checkpoint-2870",
"epoch": 12.0,
"eval_steps": 500,
"global_step": 4920,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": 0.16467422246932983,
"learning_rate": 0.00098,
"loss": 0.7218,
"step": 410
},
{
"epoch": 1.0,
"eval_accuracy": 0.4946000366099213,
"eval_loss": 0.6934226751327515,
"eval_runtime": 2.347,
"eval_samples_per_second": 2327.7,
"eval_steps_per_second": 9.374,
"step": 410
},
{
"epoch": 2.0,
"grad_norm": 0.2183358371257782,
"learning_rate": 0.00096,
"loss": 0.6932,
"step": 820
},
{
"epoch": 2.0,
"eval_accuracy": 0.4946000366099213,
"eval_loss": 0.6935070157051086,
"eval_runtime": 2.3054,
"eval_samples_per_second": 2369.647,
"eval_steps_per_second": 9.543,
"step": 820
},
{
"epoch": 3.0,
"grad_norm": 0.1270582526922226,
"learning_rate": 0.00094,
"loss": 0.6932,
"step": 1230
},
{
"epoch": 3.0,
"eval_accuracy": 0.5053999633900788,
"eval_loss": 0.6933382749557495,
"eval_runtime": 2.3726,
"eval_samples_per_second": 2302.498,
"eval_steps_per_second": 9.272,
"step": 1230
},
{
"epoch": 4.0,
"grad_norm": 0.01812651753425598,
"learning_rate": 0.00092,
"loss": 0.6931,
"step": 1640
},
{
"epoch": 4.0,
"eval_accuracy": 0.5053999633900788,
"eval_loss": 0.6933382749557495,
"eval_runtime": 2.3609,
"eval_samples_per_second": 2313.915,
"eval_steps_per_second": 9.318,
"step": 1640
},
{
"epoch": 5.0,
"grad_norm": 0.05285927280783653,
"learning_rate": 0.0009000000000000001,
"loss": 0.6932,
"step": 2050
},
{
"epoch": 5.0,
"eval_accuracy": 0.4946000366099213,
"eval_loss": 0.6934226751327515,
"eval_runtime": 2.4032,
"eval_samples_per_second": 2273.215,
"eval_steps_per_second": 9.154,
"step": 2050
},
{
"epoch": 6.0,
"grad_norm": 0.05455218255519867,
"learning_rate": 0.00088,
"loss": 0.6932,
"step": 2460
},
{
"epoch": 6.0,
"eval_accuracy": 0.5053999633900788,
"eval_loss": 0.6933382749557495,
"eval_runtime": 2.399,
"eval_samples_per_second": 2277.166,
"eval_steps_per_second": 9.17,
"step": 2460
},
{
"epoch": 7.0,
"grad_norm": 0.019881071522831917,
"learning_rate": 0.00086,
"loss": 0.6931,
"step": 2870
},
{
"epoch": 7.0,
"eval_accuracy": 0.5053999633900788,
"eval_loss": 0.691364049911499,
"eval_runtime": 2.3314,
"eval_samples_per_second": 2343.275,
"eval_steps_per_second": 9.437,
"step": 2870
},
{
"epoch": 8.0,
"grad_norm": 0.13051092624664307,
"learning_rate": 0.00084,
"loss": 0.693,
"step": 3280
},
{
"epoch": 8.0,
"eval_accuracy": 0.4946000366099213,
"eval_loss": 0.6934226751327515,
"eval_runtime": 2.3863,
"eval_samples_per_second": 2289.292,
"eval_steps_per_second": 9.219,
"step": 3280
},
{
"epoch": 9.0,
"grad_norm": 0.05455218255519867,
"learning_rate": 0.00082,
"loss": 0.6932,
"step": 3690
},
{
"epoch": 9.0,
"eval_accuracy": 0.5053999633900788,
"eval_loss": 0.6933382749557495,
"eval_runtime": 2.3723,
"eval_samples_per_second": 2302.849,
"eval_steps_per_second": 9.274,
"step": 3690
},
{
"epoch": 10.0,
"grad_norm": 0.057659585028886795,
"learning_rate": 0.0008,
"loss": 0.6932,
"step": 4100
},
{
"epoch": 10.0,
"eval_accuracy": 0.4946000366099213,
"eval_loss": 0.6934226751327515,
"eval_runtime": 2.3678,
"eval_samples_per_second": 2307.24,
"eval_steps_per_second": 9.291,
"step": 4100
},
{
"epoch": 11.0,
"grad_norm": 0.09045995026826859,
"learning_rate": 0.0007800000000000001,
"loss": 0.6932,
"step": 4510
},
{
"epoch": 11.0,
"eval_accuracy": 0.5053999633900788,
"eval_loss": 0.6933382749557495,
"eval_runtime": 2.3728,
"eval_samples_per_second": 2302.381,
"eval_steps_per_second": 9.272,
"step": 4510
},
{
"epoch": 12.0,
"grad_norm": 0.01812651753425598,
"learning_rate": 0.00076,
"loss": 0.6932,
"step": 4920
},
{
"epoch": 12.0,
"eval_accuracy": 0.4946000366099213,
"eval_loss": 0.6933804750442505,
"eval_runtime": 2.3791,
"eval_samples_per_second": 2296.263,
"eval_steps_per_second": 9.247,
"step": 4920
},
{
"epoch": 12.0,
"step": 4920,
"total_flos": 8.325019642455245e+16,
"train_loss": 0.6955604677277852,
"train_runtime": 1216.889,
"train_samples_per_second": 4303.72,
"train_steps_per_second": 16.846
}
],
"logging_steps": 1,
"max_steps": 20500,
"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": 5
}
},
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 8.325019642455245e+16,
"train_batch_size": 256,
"trial_name": null,
"trial_params": null
}