File size: 2,813 Bytes
b77adc7 |
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": 0.8914666666666666,
"best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0258/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": 37.13827896118164,
"learning_rate": 0.0003,
"loss": 1.5963,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.8370666666666666,
"eval_loss": 0.5480788350105286,
"eval_runtime": 15.5036,
"eval_samples_per_second": 241.879,
"eval_steps_per_second": 3.806,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 39.52515411376953,
"learning_rate": 0.0003,
"loss": 0.4506,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.8690666666666667,
"eval_loss": 0.43741729855537415,
"eval_runtime": 15.6272,
"eval_samples_per_second": 239.967,
"eval_steps_per_second": 3.775,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 28.873302459716797,
"learning_rate": 0.0003,
"loss": 0.3076,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.8714666666666666,
"eval_loss": 0.4213346242904663,
"eval_runtime": 15.5646,
"eval_samples_per_second": 240.931,
"eval_steps_per_second": 3.791,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 38.95281219482422,
"learning_rate": 0.0003,
"loss": 0.2251,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.8901333333333333,
"eval_loss": 0.41385626792907715,
"eval_runtime": 15.5131,
"eval_samples_per_second": 241.731,
"eval_steps_per_second": 3.803,
"step": 1332
},
{
"epoch": 5.0,
"grad_norm": 27.28551483154297,
"learning_rate": 0.0003,
"loss": 0.1615,
"step": 1665
},
{
"epoch": 5.0,
"eval_accuracy": 0.8914666666666666,
"eval_loss": 0.3862021863460541,
"eval_runtime": 15.4634,
"eval_samples_per_second": 242.508,
"eval_steps_per_second": 3.815,
"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
}
|