File size: 4,184 Bytes
c879ccc | 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 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 | {
"best_global_step": 800,
"best_metric": 1.1868561506271362,
"best_model_checkpoint": "gpt2-code-completion/checkpoint-800",
"epoch": 3.0,
"eval_steps": 100,
"global_step": 846,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.35555555555555557,
"grad_norm": 0.7887430787086487,
"learning_rate": 0.00017659574468085107,
"loss": 1.5612648010253907,
"step": 100
},
{
"epoch": 0.35555555555555557,
"eval_loss": 1.3591681718826294,
"eval_runtime": 50.1494,
"eval_samples_per_second": 19.94,
"eval_steps_per_second": 9.97,
"step": 100
},
{
"epoch": 0.7111111111111111,
"grad_norm": 0.5720292925834656,
"learning_rate": 0.0001529550827423168,
"loss": 1.396163330078125,
"step": 200
},
{
"epoch": 0.7111111111111111,
"eval_loss": 1.2876965999603271,
"eval_runtime": 49.6955,
"eval_samples_per_second": 20.123,
"eval_steps_per_second": 10.061,
"step": 200
},
{
"epoch": 1.064,
"grad_norm": 0.5929608345031738,
"learning_rate": 0.0001293144208037825,
"loss": 1.331701202392578,
"step": 300
},
{
"epoch": 1.064,
"eval_loss": 1.25370454788208,
"eval_runtime": 49.8889,
"eval_samples_per_second": 20.045,
"eval_steps_per_second": 10.022,
"step": 300
},
{
"epoch": 1.4195555555555557,
"grad_norm": 0.5653977990150452,
"learning_rate": 0.00010567375886524824,
"loss": 1.2437220001220703,
"step": 400
},
{
"epoch": 1.4195555555555557,
"eval_loss": 1.2307533025741577,
"eval_runtime": 49.6515,
"eval_samples_per_second": 20.14,
"eval_steps_per_second": 10.07,
"step": 400
},
{
"epoch": 1.775111111111111,
"grad_norm": 0.5379767417907715,
"learning_rate": 8.203309692671395e-05,
"loss": 1.225320053100586,
"step": 500
},
{
"epoch": 1.775111111111111,
"eval_loss": 1.2142291069030762,
"eval_runtime": 49.7334,
"eval_samples_per_second": 20.107,
"eval_steps_per_second": 10.054,
"step": 500
},
{
"epoch": 2.128,
"grad_norm": 0.5744788646697998,
"learning_rate": 5.8392434988179665e-05,
"loss": 1.2014379119873047,
"step": 600
},
{
"epoch": 2.128,
"eval_loss": 1.1999704837799072,
"eval_runtime": 49.9552,
"eval_samples_per_second": 20.018,
"eval_steps_per_second": 10.009,
"step": 600
},
{
"epoch": 2.4835555555555557,
"grad_norm": 0.5410752892494202,
"learning_rate": 3.4751773049645395e-05,
"loss": 1.1546851348876954,
"step": 700
},
{
"epoch": 2.4835555555555557,
"eval_loss": 1.1921426057815552,
"eval_runtime": 49.6565,
"eval_samples_per_second": 20.138,
"eval_steps_per_second": 10.069,
"step": 700
},
{
"epoch": 2.8391111111111114,
"grad_norm": 0.47747260332107544,
"learning_rate": 1.1111111111111112e-05,
"loss": 1.1642756652832031,
"step": 800
},
{
"epoch": 2.8391111111111114,
"eval_loss": 1.1868561506271362,
"eval_runtime": 49.8613,
"eval_samples_per_second": 20.056,
"eval_steps_per_second": 10.028,
"step": 800
}
],
"logging_steps": 100,
"max_steps": 846,
"num_input_tokens_seen": 0,
"num_train_epochs": 3,
"save_steps": 100,
"stateful_callbacks": {
"EarlyStoppingCallback": {
"args": {
"early_stopping_patience": 3,
"early_stopping_threshold": 0.0
},
"attributes": {
"early_stopping_patience_counter": 0
}
},
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 7054884864000000.0,
"train_batch_size": 8,
"trial_name": null,
"trial_params": null
}
|