File size: 2,475 Bytes
a3e86f4 |
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": 0.9101333333333333,
"best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0020/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": 0.7536780834197998,
"learning_rate": 8.150532052261322e-05,
"loss": 0.8991,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.8016,
"eval_loss": 0.6564602851867676,
"eval_runtime": 10.9742,
"eval_samples_per_second": 341.711,
"eval_steps_per_second": 5.376,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 2.4794235229492188,
"learning_rate": 5.9067169791110576e-05,
"loss": 0.3239,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.8525333333333334,
"eval_loss": 0.4664282500743866,
"eval_runtime": 11.4026,
"eval_samples_per_second": 328.872,
"eval_steps_per_second": 5.174,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 0.12368353456258774,
"learning_rate": 3.125583832491945e-05,
"loss": 0.1409,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.8885333333333333,
"eval_loss": 0.36002036929130554,
"eval_runtime": 10.9039,
"eval_samples_per_second": 343.914,
"eval_steps_per_second": 5.411,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 0.4751932621002197,
"learning_rate": 8.69430947173542e-06,
"loss": 0.0428,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.9101333333333333,
"eval_loss": 0.3156416416168213,
"eval_runtime": 12.0833,
"eval_samples_per_second": 310.346,
"eval_steps_per_second": 4.883,
"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": 6.58965282490368e+18,
"train_batch_size": 64,
"trial_name": null,
"trial_params": null
}
|