griffio's picture
dungeon-geo-morphs
1005e6a verified
raw
history blame
4.25 kB
{
"best_metric": 0.9821428571428571,
"best_model_checkpoint": "vit-large-patch16-224-dungeon-geo-morphs-0-4-28Nov24-006/checkpoint-60",
"epoch": 32.0,
"eval_steps": 10,
"global_step": 80,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 4.0,
"grad_norm": 24.072080612182617,
"learning_rate": 9.861111111111112e-06,
"loss": 1.6194,
"step": 10
},
{
"epoch": 4.0,
"eval_accuracy": 0.6214285714285714,
"eval_loss": 1.232202172279358,
"eval_runtime": 7.6519,
"eval_samples_per_second": 73.185,
"eval_steps_per_second": 9.148,
"step": 10
},
{
"epoch": 8.0,
"grad_norm": 17.304100036621094,
"learning_rate": 8.472222222222223e-06,
"loss": 0.7978,
"step": 20
},
{
"epoch": 8.0,
"eval_accuracy": 0.925,
"eval_loss": 0.5918735861778259,
"eval_runtime": 7.3658,
"eval_samples_per_second": 76.027,
"eval_steps_per_second": 9.503,
"step": 20
},
{
"epoch": 12.0,
"grad_norm": 11.8755464553833,
"learning_rate": 7.083333333333335e-06,
"loss": 0.2576,
"step": 30
},
{
"epoch": 12.0,
"eval_accuracy": 0.9678571428571429,
"eval_loss": 0.2720572352409363,
"eval_runtime": 7.6632,
"eval_samples_per_second": 73.077,
"eval_steps_per_second": 9.135,
"step": 30
},
{
"epoch": 16.0,
"grad_norm": 2.4268698692321777,
"learning_rate": 5.694444444444445e-06,
"loss": 0.0723,
"step": 40
},
{
"epoch": 16.0,
"eval_accuracy": 0.9785714285714285,
"eval_loss": 0.15481743216514587,
"eval_runtime": 7.6991,
"eval_samples_per_second": 72.736,
"eval_steps_per_second": 9.092,
"step": 40
},
{
"epoch": 20.0,
"grad_norm": 1.032953143119812,
"learning_rate": 4.305555555555556e-06,
"loss": 0.0202,
"step": 50
},
{
"epoch": 20.0,
"eval_accuracy": 0.9767857142857143,
"eval_loss": 0.10659553855657578,
"eval_runtime": 8.3338,
"eval_samples_per_second": 67.196,
"eval_steps_per_second": 8.4,
"step": 50
},
{
"epoch": 24.0,
"grad_norm": 0.3209587633609772,
"learning_rate": 2.916666666666667e-06,
"loss": 0.0067,
"step": 60
},
{
"epoch": 24.0,
"eval_accuracy": 0.9821428571428571,
"eval_loss": 0.07470609247684479,
"eval_runtime": 8.1625,
"eval_samples_per_second": 68.606,
"eval_steps_per_second": 8.576,
"step": 60
},
{
"epoch": 28.0,
"grad_norm": 0.22312191128730774,
"learning_rate": 1.527777777777778e-06,
"loss": 0.0035,
"step": 70
},
{
"epoch": 28.0,
"eval_accuracy": 0.9767857142857143,
"eval_loss": 0.07538952678442001,
"eval_runtime": 7.554,
"eval_samples_per_second": 74.133,
"eval_steps_per_second": 9.267,
"step": 70
},
{
"epoch": 32.0,
"grad_norm": 0.1788581758737564,
"learning_rate": 1.3888888888888888e-07,
"loss": 0.0027,
"step": 80
},
{
"epoch": 32.0,
"eval_accuracy": 0.9785714285714285,
"eval_loss": 0.07296328991651535,
"eval_runtime": 7.9971,
"eval_samples_per_second": 70.026,
"eval_steps_per_second": 8.753,
"step": 80
},
{
"epoch": 32.0,
"step": 80,
"total_flos": 7.012786101918106e+17,
"train_loss": 0.34752421248704196,
"train_runtime": 465.741,
"train_samples_per_second": 6.871,
"train_steps_per_second": 0.172
}
],
"logging_steps": 10,
"max_steps": 80,
"num_input_tokens_seen": 0,
"num_train_epochs": 40,
"save_steps": 10,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 7.012786101918106e+17,
"train_batch_size": 8,
"trial_name": null,
"trial_params": null
}