File size: 3,702 Bytes
5d85eb7 582664b 5d85eb7 582664b 5d85eb7 582664b 5d85eb7 af93493 5d85eb7 582664b 5d85eb7 582664b af93493 5d85eb7 |
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 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 |
{
"best_metric": 0.31206899881362915,
"best_model_checkpoint": "./drive/Shareddrives/CS198-Drones/training_output/vit-hybrid-base-bit-384_rice-leaf-disease-augmented-v2_fft/checkpoint-500",
"epoch": 7.0,
"eval_steps": 500,
"global_step": 1750,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": 6.522961616516113,
"learning_rate": 6.640000000000001e-06,
"loss": 1.203,
"step": 250
},
{
"epoch": 1.0,
"eval_accuracy": 0.8511904761904762,
"eval_loss": 0.4458940923213959,
"eval_runtime": 17.2925,
"eval_samples_per_second": 19.43,
"eval_steps_per_second": 0.636,
"step": 250
},
{
"epoch": 2.0,
"grad_norm": 7.191310882568359,
"learning_rate": 9.703220280030607e-06,
"loss": 0.1159,
"step": 500
},
{
"epoch": 2.0,
"eval_accuracy": 0.9077380952380952,
"eval_loss": 0.31206899881362915,
"eval_runtime": 17.1167,
"eval_samples_per_second": 19.63,
"eval_steps_per_second": 0.643,
"step": 500
},
{
"epoch": 3.0,
"grad_norm": 0.6064174175262451,
"learning_rate": 7.512082232294491e-06,
"loss": 0.0136,
"step": 750
},
{
"epoch": 3.0,
"eval_accuracy": 0.9226190476190477,
"eval_loss": 0.3433467745780945,
"eval_runtime": 17.1077,
"eval_samples_per_second": 19.64,
"eval_steps_per_second": 0.643,
"step": 750
},
{
"epoch": 4.0,
"grad_norm": 0.01187341008335352,
"learning_rate": 4.145512989383618e-06,
"loss": 0.001,
"step": 1000
},
{
"epoch": 4.0,
"eval_accuracy": 0.9226190476190477,
"eval_loss": 0.3376821279525757,
"eval_runtime": 17.0783,
"eval_samples_per_second": 19.674,
"eval_steps_per_second": 0.644,
"step": 1000
},
{
"epoch": 5.0,
"grad_norm": 0.026375439018011093,
"learning_rate": 1.178767715305455e-06,
"loss": 0.0003,
"step": 1250
},
{
"epoch": 5.0,
"eval_accuracy": 0.9226190476190477,
"eval_loss": 0.3365038335323334,
"eval_runtime": 17.2601,
"eval_samples_per_second": 19.467,
"eval_steps_per_second": 0.637,
"step": 1250
},
{
"epoch": 6.0,
"grad_norm": 0.0165720134973526,
"learning_rate": 1.9495502197042214e-11,
"loss": 0.0002,
"step": 1500
},
{
"epoch": 6.0,
"eval_accuracy": 0.9285714285714286,
"eval_loss": 0.33658862113952637,
"eval_runtime": 17.208,
"eval_samples_per_second": 19.526,
"eval_steps_per_second": 0.639,
"step": 1500
},
{
"epoch": 7.0,
"grad_norm": 0.004472899716347456,
"learning_rate": 8.839182277652986e-06,
"loss": 0.0002,
"step": 1750
},
{
"epoch": 7.0,
"eval_accuracy": 0.9285714285714286,
"eval_loss": 0.3431926965713501,
"eval_runtime": 17.2537,
"eval_samples_per_second": 19.474,
"eval_steps_per_second": 0.638,
"step": 1750
}
],
"logging_steps": 500,
"max_steps": 3750,
"num_input_tokens_seen": 0,
"num_train_epochs": 15,
"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": 1.4594252463931392e+19,
"train_batch_size": 32,
"trial_name": null,
"trial_params": null
}
|