Model-J__ResNet__model_idx_0200 / trainer_state.json
Eliahu's picture
Upload folder using huggingface_hub
174dfc4 verified
{
"best_metric": 0.8890666666666667,
"best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0200/checkpoints/checkpoint-1998",
"epoch": 6.0,
"eval_steps": 500,
"global_step": 1998,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": 147.3016357421875,
"learning_rate": 9e-05,
"loss": 2.8345,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.7445333333333334,
"eval_loss": 0.9858595728874207,
"eval_runtime": 7.5803,
"eval_samples_per_second": 494.706,
"eval_steps_per_second": 7.783,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 286.6444091796875,
"learning_rate": 9e-05,
"loss": 0.6983,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.8442666666666667,
"eval_loss": 0.5034191608428955,
"eval_runtime": 7.3753,
"eval_samples_per_second": 508.456,
"eval_steps_per_second": 8.0,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 61.70878982543945,
"learning_rate": 9e-05,
"loss": 0.375,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.8762666666666666,
"eval_loss": 0.395560622215271,
"eval_runtime": 8.1351,
"eval_samples_per_second": 460.965,
"eval_steps_per_second": 7.253,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 89.92761993408203,
"learning_rate": 9e-05,
"loss": 0.2344,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.8829333333333333,
"eval_loss": 0.3862365186214447,
"eval_runtime": 8.2209,
"eval_samples_per_second": 456.157,
"eval_steps_per_second": 7.177,
"step": 1332
},
{
"epoch": 5.0,
"grad_norm": 265.44049072265625,
"learning_rate": 9e-05,
"loss": 0.1554,
"step": 1665
},
{
"epoch": 5.0,
"eval_accuracy": 0.8882666666666666,
"eval_loss": 0.38038191199302673,
"eval_runtime": 7.3055,
"eval_samples_per_second": 513.315,
"eval_steps_per_second": 8.076,
"step": 1665
},
{
"epoch": 6.0,
"grad_norm": 207.2471466064453,
"learning_rate": 9e-05,
"loss": 0.1042,
"step": 1998
},
{
"epoch": 6.0,
"eval_accuracy": 0.8890666666666667,
"eval_loss": 0.39145925641059875,
"eval_runtime": 7.2796,
"eval_samples_per_second": 515.141,
"eval_steps_per_second": 8.105,
"step": 1998
}
],
"logging_steps": 500,
"max_steps": 1998,
"num_input_tokens_seen": 0,
"num_train_epochs": 6,
"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": 4.9058575437312e+18,
"train_batch_size": 64,
"trial_name": null,
"trial_params": null
}