longformer-spans / checkpoint-162 /trainer_state.json
Theoreticallyhugo's picture
Training in progress, epoch 2, checkpoint
f00bda5 verified
raw
history blame
No virus
2.71 kB
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 2.0,
"eval_steps": 500,
"global_step": 162,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"eval_B": {
"f1-score": 0.7905866302864938,
"precision": 0.7768096514745308,
"recall": 0.8048611111111111,
"support": 1440.0
},
"eval_I": {
"f1-score": 0.9005331227169513,
"precision": 0.9637593111099372,
"recall": 0.8450919534905267,
"support": 21587.0
},
"eval_O": {
"f1-score": 0.8288892663043479,
"precision": 0.7463108800367001,
"recall": 0.9320156593144275,
"support": 10473.0
},
"eval_accuracy": 0.8705373134328358,
"eval_loss": 0.32930415868759155,
"eval_macro avg": {
"f1-score": 0.8400030064359308,
"precision": 0.8289599475403894,
"recall": 0.8606562413053552,
"support": 33500.0
},
"eval_runtime": 4.7349,
"eval_samples_per_second": 17.107,
"eval_steps_per_second": 2.323,
"eval_weighted avg": {
"f1-score": 0.8734092702599646,
"precision": 0.8877430445874,
"recall": 0.8705373134328358,
"support": 33500.0
},
"step": 81
},
{
"epoch": 2.0,
"eval_B": {
"f1-score": 0.8656218739579861,
"precision": 0.8325849903784477,
"recall": 0.9013888888888889,
"support": 1440.0
},
"eval_I": {
"f1-score": 0.9547168948727912,
"precision": 0.9423736462093862,
"recall": 0.9673877796822161,
"support": 21587.0
},
"eval_O": {
"f1-score": 0.9013528191962081,
"precision": 0.9332379102341274,
"recall": 0.8715745249689678,
"support": 10473.0
},
"eval_accuracy": 0.9345970149253732,
"eval_loss": 0.2162298709154129,
"eval_macro avg": {
"f1-score": 0.9072305293423284,
"precision": 0.902732182273987,
"recall": 0.9134503978466909,
"support": 33500.0
},
"eval_runtime": 4.753,
"eval_samples_per_second": 17.042,
"eval_steps_per_second": 2.314,
"eval_weighted avg": {
"f1-score": 0.9342040950316517,
"precision": 0.9347982961417612,
"recall": 0.9345970149253732,
"support": 33500.0
},
"step": 162
}
],
"logging_steps": 500,
"max_steps": 4050,
"num_input_tokens_seen": 0,
"num_train_epochs": 50,
"save_steps": 500,
"total_flos": 286680220671600.0,
"train_batch_size": 4,
"trial_name": null,
"trial_params": null
}