griffio's picture
dungeon-geo-morphs
4fc1bdc verified
{
"best_metric": 0.9982142857142857,
"best_model_checkpoint": "vit-large-patch16-224-dungeon-geo-morphs-0-4-30Nov24-013/checkpoint-50",
"epoch": 23.90909090909091,
"eval_steps": 10,
"global_step": 60,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 3.909090909090909,
"grad_norm": 21.050426483154297,
"learning_rate": 1.888888888888889e-05,
"loss": 1.4584,
"step": 10
},
{
"epoch": 3.909090909090909,
"eval_accuracy": 0.6803571428571429,
"eval_loss": 1.0501041412353516,
"eval_runtime": 7.8893,
"eval_samples_per_second": 70.983,
"eval_steps_per_second": 8.873,
"step": 10
},
{
"epoch": 7.909090909090909,
"grad_norm": 18.589374542236328,
"learning_rate": 1.5185185185185187e-05,
"loss": 0.5812,
"step": 20
},
{
"epoch": 7.909090909090909,
"eval_accuracy": 0.9339285714285714,
"eval_loss": 0.41678062081336975,
"eval_runtime": 8.3006,
"eval_samples_per_second": 67.465,
"eval_steps_per_second": 8.433,
"step": 20
},
{
"epoch": 11.909090909090908,
"grad_norm": 13.205336570739746,
"learning_rate": 1.1481481481481482e-05,
"loss": 0.2353,
"step": 30
},
{
"epoch": 11.909090909090908,
"eval_accuracy": 0.9214285714285714,
"eval_loss": 0.2735881507396698,
"eval_runtime": 7.4198,
"eval_samples_per_second": 75.474,
"eval_steps_per_second": 9.434,
"step": 30
},
{
"epoch": 15.909090909090908,
"grad_norm": 15.005224227905273,
"learning_rate": 7.77777777777778e-06,
"loss": 0.1102,
"step": 40
},
{
"epoch": 15.909090909090908,
"eval_accuracy": 0.9821428571428571,
"eval_loss": 0.17276060581207275,
"eval_runtime": 8.4889,
"eval_samples_per_second": 65.969,
"eval_steps_per_second": 8.246,
"step": 40
},
{
"epoch": 19.90909090909091,
"grad_norm": 10.179276466369629,
"learning_rate": 4.074074074074074e-06,
"loss": 0.0623,
"step": 50
},
{
"epoch": 19.90909090909091,
"eval_accuracy": 0.9982142857142857,
"eval_loss": 0.10527712851762772,
"eval_runtime": 8.7926,
"eval_samples_per_second": 63.69,
"eval_steps_per_second": 7.961,
"step": 50
},
{
"epoch": 23.90909090909091,
"grad_norm": 2.0169765949249268,
"learning_rate": 3.7037037037037036e-07,
"loss": 0.0285,
"step": 60
},
{
"epoch": 23.90909090909091,
"eval_accuracy": 0.9964285714285714,
"eval_loss": 0.10176356136798859,
"eval_runtime": 8.2541,
"eval_samples_per_second": 67.845,
"eval_steps_per_second": 8.481,
"step": 60
},
{
"epoch": 23.90909090909091,
"step": 60,
"total_flos": 5.259589576438579e+17,
"train_loss": 0.41265740791956584,
"train_runtime": 329.3655,
"train_samples_per_second": 7.469,
"train_steps_per_second": 0.182
}
],
"logging_steps": 10,
"max_steps": 60,
"num_input_tokens_seen": 0,
"num_train_epochs": 30,
"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": 5.259589576438579e+17,
"train_batch_size": 8,
"trial_name": null,
"trial_params": null
}