File size: 2,439 Bytes
bc6a4f8 | 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": 0.7925333333333333,
"best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0296/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": 184.5056915283203,
"learning_rate": 5.974873734152915e-05,
"loss": 3.4179,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.544,
"eval_loss": 2.1405398845672607,
"eval_runtime": 13.2093,
"eval_samples_per_second": 283.891,
"eval_steps_per_second": 4.467,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 154.3987274169922,
"learning_rate": 3.5e-05,
"loss": 1.2959,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.7629333333333334,
"eval_loss": 0.8750070929527283,
"eval_runtime": 13.6046,
"eval_samples_per_second": 275.643,
"eval_steps_per_second": 4.337,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 113.3070297241211,
"learning_rate": 1.0251262658470837e-05,
"loss": 0.7962,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.7877333333333333,
"eval_loss": 0.7394061088562012,
"eval_runtime": 13.2476,
"eval_samples_per_second": 283.071,
"eval_steps_per_second": 4.454,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 202.57601928710938,
"learning_rate": 0.0,
"loss": 0.7133,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.7925333333333333,
"eval_loss": 0.7324554920196533,
"eval_runtime": 13.2933,
"eval_samples_per_second": 282.098,
"eval_steps_per_second": 4.438,
"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
}
|