Model-J__ResNet__model_idx_0564 / trainer_state.json
Eliahu's picture
Upload folder using huggingface_hub
51633f5 verified
{
"best_metric": 0.8632,
"best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0564/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": 77.82820129394531,
"learning_rate": 0.0003,
"loss": 1.5848,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.8034666666666667,
"eval_loss": 0.6461576223373413,
"eval_runtime": 7.5123,
"eval_samples_per_second": 499.179,
"eval_steps_per_second": 7.854,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 48.974822998046875,
"learning_rate": 0.0003,
"loss": 0.4705,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.8373333333333334,
"eval_loss": 0.5306445956230164,
"eval_runtime": 7.4608,
"eval_samples_per_second": 502.624,
"eval_steps_per_second": 7.908,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 29.686079025268555,
"learning_rate": 0.0003,
"loss": 0.2752,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.8629333333333333,
"eval_loss": 0.48718926310539246,
"eval_runtime": 7.444,
"eval_samples_per_second": 503.76,
"eval_steps_per_second": 7.926,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 28.941404342651367,
"learning_rate": 0.0003,
"loss": 0.1883,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.8578666666666667,
"eval_loss": 0.5159169435501099,
"eval_runtime": 7.4203,
"eval_samples_per_second": 505.371,
"eval_steps_per_second": 7.951,
"step": 1332
},
{
"epoch": 5.0,
"grad_norm": 36.005332946777344,
"learning_rate": 0.0003,
"loss": 0.121,
"step": 1665
},
{
"epoch": 5.0,
"eval_accuracy": 0.8632,
"eval_loss": 0.5453027486801147,
"eval_runtime": 7.4308,
"eval_samples_per_second": 504.656,
"eval_steps_per_second": 7.94,
"step": 1665
}
],
"logging_steps": 500,
"max_steps": 2331,
"num_input_tokens_seen": 0,
"num_train_epochs": 7,
"save_steps": 500,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": false
},
"attributes": {}
}
},
"total_flos": 4.088214619776e+18,
"train_batch_size": 64,
"trial_name": null,
"trial_params": null
}