File size: 2,416 Bytes
801da4b |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 |
{
"best_metric": 0.8992,
"best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0521/checkpoints/checkpoint-1332",
"epoch": 4.0,
"eval_steps": 500,
"global_step": 1332,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": 31.072309494018555,
"learning_rate": 0.00025,
"loss": 1.5055,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.8469333333333333,
"eval_loss": 0.5085816979408264,
"eval_runtime": 8.5251,
"eval_samples_per_second": 439.879,
"eval_steps_per_second": 6.921,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 61.0192756652832,
"learning_rate": 0.00019999999999999998,
"loss": 0.4053,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.8618666666666667,
"eval_loss": 0.43962833285331726,
"eval_runtime": 8.3403,
"eval_samples_per_second": 449.626,
"eval_steps_per_second": 7.074,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 39.85857391357422,
"learning_rate": 0.00015,
"loss": 0.2443,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.8816,
"eval_loss": 0.38223910331726074,
"eval_runtime": 8.6991,
"eval_samples_per_second": 431.08,
"eval_steps_per_second": 6.782,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 72.6639404296875,
"learning_rate": 9.999999999999999e-05,
"loss": 0.1537,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.8992,
"eval_loss": 0.34266501665115356,
"eval_runtime": 8.1989,
"eval_samples_per_second": 457.38,
"eval_steps_per_second": 7.196,
"step": 1332
}
],
"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": false
},
"attributes": {}
}
},
"total_flos": 3.2705716958208e+18,
"train_batch_size": 64,
"trial_name": null,
"trial_params": null
}
|