File size: 2,408 Bytes
cbe1894 |
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": 0.8677333333333334,
"best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0360/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": 49.825103759765625,
"learning_rate": 0.0005,
"loss": 1.2633,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.8362666666666667,
"eval_loss": 0.5380101799964905,
"eval_runtime": 7.6644,
"eval_samples_per_second": 489.273,
"eval_steps_per_second": 7.698,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 15.449771881103516,
"learning_rate": 0.0005,
"loss": 0.4001,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.8602666666666666,
"eval_loss": 0.4642793834209442,
"eval_runtime": 7.5194,
"eval_samples_per_second": 498.71,
"eval_steps_per_second": 7.846,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 32.34287643432617,
"learning_rate": 0.0005,
"loss": 0.2423,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.8616,
"eval_loss": 0.49744871258735657,
"eval_runtime": 7.5462,
"eval_samples_per_second": 496.94,
"eval_steps_per_second": 7.819,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 18.988134384155273,
"learning_rate": 0.0005,
"loss": 0.1607,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.8677333333333334,
"eval_loss": 0.4929707646369934,
"eval_runtime": 8.0509,
"eval_samples_per_second": 465.786,
"eval_steps_per_second": 7.328,
"step": 1332
}
],
"logging_steps": 500,
"max_steps": 1332,
"num_input_tokens_seen": 0,
"num_train_epochs": 4,
"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": 3.2705716958208e+18,
"train_batch_size": 64,
"trial_name": null,
"trial_params": null
}
|