vit-base-beans / trainer_state.json
Countigo's picture
End of training
b234983 verified
raw
history blame
2.6 kB
{
"best_metric": 0.5654206275939941,
"best_model_checkpoint": "./beans_outputs/checkpoint-51",
"epoch": 3.0,
"eval_steps": 500,
"global_step": 51,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.5882352941176471,
"grad_norm": 1.3444452285766602,
"learning_rate": 1.607843137254902e-05,
"loss": 0.9886,
"step": 10
},
{
"epoch": 1.0,
"eval_accuracy": 0.924812030075188,
"eval_loss": 0.7760084271430969,
"eval_runtime": 1.8302,
"eval_samples_per_second": 72.67,
"eval_steps_per_second": 1.639,
"step": 17
},
{
"epoch": 1.1764705882352942,
"grad_norm": 1.1995707750320435,
"learning_rate": 1.215686274509804e-05,
"loss": 0.8267,
"step": 20
},
{
"epoch": 1.7647058823529411,
"grad_norm": 1.1789577007293701,
"learning_rate": 8.23529411764706e-06,
"loss": 0.7227,
"step": 30
},
{
"epoch": 2.0,
"eval_accuracy": 0.9548872180451128,
"eval_loss": 0.6204721331596375,
"eval_runtime": 1.9888,
"eval_samples_per_second": 66.876,
"eval_steps_per_second": 1.508,
"step": 34
},
{
"epoch": 2.3529411764705883,
"grad_norm": 1.2507354021072388,
"learning_rate": 4.313725490196079e-06,
"loss": 0.6427,
"step": 40
},
{
"epoch": 2.9411764705882355,
"grad_norm": 1.1395034790039062,
"learning_rate": 3.921568627450981e-07,
"loss": 0.6045,
"step": 50
},
{
"epoch": 3.0,
"eval_accuracy": 0.9699248120300752,
"eval_loss": 0.5654206275939941,
"eval_runtime": 1.9197,
"eval_samples_per_second": 69.282,
"eval_steps_per_second": 1.563,
"step": 51
},
{
"epoch": 3.0,
"step": 51,
"total_flos": 2.4038230623573197e+17,
"train_loss": 0.0,
"train_runtime": 0.3673,
"train_samples_per_second": 8444.655,
"train_steps_per_second": 138.839
}
],
"logging_steps": 10,
"max_steps": 51,
"num_input_tokens_seen": 0,
"num_train_epochs": 3,
"save_steps": 500,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 2.4038230623573197e+17,
"train_batch_size": 64,
"trial_name": null,
"trial_params": null
}