Model-J__ResNet__model_idx_0289 / trainer_state.json
Eliahu's picture
Upload folder using huggingface_hub
04a5ecc verified
{
"best_metric": 0.9077333333333333,
"best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0289/checkpoints/checkpoint-1665",
"epoch": 5.0,
"eval_steps": 500,
"global_step": 1665,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": 68.48475646972656,
"learning_rate": 0.0002713525491562421,
"loss": 1.4828,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.8568,
"eval_loss": 0.4646778702735901,
"eval_runtime": 8.7399,
"eval_samples_per_second": 429.065,
"eval_steps_per_second": 6.751,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 71.28968048095703,
"learning_rate": 0.0001963525491562421,
"loss": 0.3877,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.8877333333333334,
"eval_loss": 0.35738247632980347,
"eval_runtime": 7.8064,
"eval_samples_per_second": 480.373,
"eval_steps_per_second": 7.558,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 63.44658660888672,
"learning_rate": 0.0001036474508437579,
"loss": 0.2179,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.8952,
"eval_loss": 0.32447290420532227,
"eval_runtime": 8.0233,
"eval_samples_per_second": 467.387,
"eval_steps_per_second": 7.354,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 38.778507232666016,
"learning_rate": 2.8647450843757897e-05,
"loss": 0.1292,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.9072,
"eval_loss": 0.30292433500289917,
"eval_runtime": 8.8413,
"eval_samples_per_second": 424.147,
"eval_steps_per_second": 6.673,
"step": 1332
},
{
"epoch": 5.0,
"grad_norm": 37.90837478637695,
"learning_rate": 0.0,
"loss": 0.0914,
"step": 1665
},
{
"epoch": 5.0,
"eval_accuracy": 0.9077333333333333,
"eval_loss": 0.30815237760543823,
"eval_runtime": 7.8239,
"eval_samples_per_second": 479.299,
"eval_steps_per_second": 7.541,
"step": 1665
}
],
"logging_steps": 500,
"max_steps": 1665,
"num_input_tokens_seen": 0,
"num_train_epochs": 5,
"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": 4.088214619776e+18,
"train_batch_size": 64,
"trial_name": null,
"trial_params": null
}