File size: 2,368 Bytes
5094bdb | 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": 0.88,
"best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0221/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": 72.95460510253906,
"learning_rate": 0.0003,
"loss": 1.5822,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.8112,
"eval_loss": 0.6189942955970764,
"eval_runtime": 7.9836,
"eval_samples_per_second": 469.713,
"eval_steps_per_second": 7.39,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 53.085304260253906,
"learning_rate": 0.0003,
"loss": 0.4636,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.8610666666666666,
"eval_loss": 0.4616861045360565,
"eval_runtime": 7.6551,
"eval_samples_per_second": 489.869,
"eval_steps_per_second": 7.707,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 92.92632293701172,
"learning_rate": 0.0003,
"loss": 0.3048,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.8672,
"eval_loss": 0.4460427165031433,
"eval_runtime": 7.8135,
"eval_samples_per_second": 479.938,
"eval_steps_per_second": 7.551,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 61.92770767211914,
"learning_rate": 0.0003,
"loss": 0.2134,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.88,
"eval_loss": 0.41429445147514343,
"eval_runtime": 8.6503,
"eval_samples_per_second": 433.511,
"eval_steps_per_second": 6.821,
"step": 1332
}
],
"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": 3.2705716958208e+18,
"train_batch_size": 64,
"trial_name": null,
"trial_params": null
}
|