File size: 2,830 Bytes
4140502 | 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 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 | {
"best_metric": 0.8389333333333333,
"best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0163/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": 111.56989288330078,
"learning_rate": 6.531088913245535e-05,
"loss": 3.2939,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.5869333333333333,
"eval_loss": 1.8618040084838867,
"eval_runtime": 7.8435,
"eval_samples_per_second": 478.102,
"eval_steps_per_second": 7.522,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 166.7516326904297,
"learning_rate": 5.2499999999999995e-05,
"loss": 1.1278,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.7632,
"eval_loss": 0.7907904982566833,
"eval_runtime": 8.0485,
"eval_samples_per_second": 465.923,
"eval_steps_per_second": 7.331,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 66.3589096069336,
"learning_rate": 3.5e-05,
"loss": 0.7016,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.8088,
"eval_loss": 0.6577746272087097,
"eval_runtime": 7.9017,
"eval_samples_per_second": 474.581,
"eval_steps_per_second": 7.467,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 79.81852722167969,
"learning_rate": 1.7500000000000005e-05,
"loss": 0.5602,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.8272,
"eval_loss": 0.5727164149284363,
"eval_runtime": 7.8772,
"eval_samples_per_second": 476.056,
"eval_steps_per_second": 7.49,
"step": 1332
},
{
"epoch": 5.0,
"grad_norm": 112.7228012084961,
"learning_rate": 4.689110867544645e-06,
"loss": 0.495,
"step": 1665
},
{
"epoch": 5.0,
"eval_accuracy": 0.8389333333333333,
"eval_loss": 0.5409944653511047,
"eval_runtime": 7.8324,
"eval_samples_per_second": 478.783,
"eval_steps_per_second": 7.533,
"step": 1665
}
],
"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": 4.088214619776e+18,
"train_batch_size": 64,
"trial_name": null,
"trial_params": null
}
|