File size: 2,418 Bytes
7ae1cab |
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": 0.8973333333333333,
"best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0609/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": 37.81256866455078,
"learning_rate": 0.0003,
"loss": 1.551,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.8362666666666667,
"eval_loss": 0.5091365575790405,
"eval_runtime": 7.6208,
"eval_samples_per_second": 492.077,
"eval_steps_per_second": 7.742,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 27.02494239807129,
"learning_rate": 0.0003,
"loss": 0.4116,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.8733333333333333,
"eval_loss": 0.4245894253253937,
"eval_runtime": 7.6172,
"eval_samples_per_second": 492.308,
"eval_steps_per_second": 7.746,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 39.73805618286133,
"learning_rate": 0.0003,
"loss": 0.2719,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.8773333333333333,
"eval_loss": 0.38454413414001465,
"eval_runtime": 7.6729,
"eval_samples_per_second": 488.732,
"eval_steps_per_second": 7.689,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 24.129405975341797,
"learning_rate": 0.0003,
"loss": 0.173,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.8973333333333333,
"eval_loss": 0.3561590611934662,
"eval_runtime": 7.5782,
"eval_samples_per_second": 494.84,
"eval_steps_per_second": 7.785,
"step": 1332
}
],
"logging_steps": 500,
"max_steps": 1665,
"num_input_tokens_seen": 0,
"num_train_epochs": 5,
"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
}
|