File size: 4,515 Bytes
08126a3 |
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 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 |
{
"best_metric": 3.638516664505005,
"best_model_checkpoint": "/Users/frapadovani/Desktop/babyLM_controlled/models_trained/reduce_on_plateau_convergence/age_random/checkpoint-18000",
"epoch": 0.09524767040072811,
"eval_steps": 2000,
"global_step": 18000,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.010583074488969791,
"grad_norm": 1.3282362222671509,
"learning_rate": 0.0001,
"loss": 4.8574,
"step": 2000
},
{
"epoch": 0.010583074488969791,
"eval_loss": 4.1984477043151855,
"eval_runtime": 2.3492,
"eval_samples_per_second": 744.941,
"eval_steps_per_second": 46.825,
"step": 2000
},
{
"epoch": 0.021166148977939583,
"grad_norm": 1.406479835510254,
"learning_rate": 0.0001,
"loss": 4.145,
"step": 4000
},
{
"epoch": 0.021166148977939583,
"eval_loss": 3.9832916259765625,
"eval_runtime": 2.1928,
"eval_samples_per_second": 798.069,
"eval_steps_per_second": 50.164,
"step": 4000
},
{
"epoch": 0.03174922346690937,
"grad_norm": 1.4979146718978882,
"learning_rate": 0.0001,
"loss": 3.9948,
"step": 6000
},
{
"epoch": 0.03174922346690937,
"eval_loss": 3.872448444366455,
"eval_runtime": 2.0908,
"eval_samples_per_second": 837.0,
"eval_steps_per_second": 52.611,
"step": 6000
},
{
"epoch": 0.042332297955879165,
"grad_norm": 1.4652293920516968,
"learning_rate": 0.0001,
"loss": 3.9047,
"step": 8000
},
{
"epoch": 0.042332297955879165,
"eval_loss": 3.8042104244232178,
"eval_runtime": 2.0939,
"eval_samples_per_second": 835.759,
"eval_steps_per_second": 52.533,
"step": 8000
},
{
"epoch": 0.05291537244484895,
"grad_norm": 1.523988127708435,
"learning_rate": 0.0001,
"loss": 3.8428,
"step": 10000
},
{
"epoch": 0.05291537244484895,
"eval_loss": 3.751901149749756,
"eval_runtime": 2.1539,
"eval_samples_per_second": 812.471,
"eval_steps_per_second": 51.07,
"step": 10000
},
{
"epoch": 0.06349844693381874,
"grad_norm": 1.6126410961151123,
"learning_rate": 0.0001,
"loss": 3.7955,
"step": 12000
},
{
"epoch": 0.06349844693381874,
"eval_loss": 3.71409010887146,
"eval_runtime": 2.0662,
"eval_samples_per_second": 846.973,
"eval_steps_per_second": 53.238,
"step": 12000
},
{
"epoch": 0.07408152142278854,
"grad_norm": 1.656988263130188,
"learning_rate": 0.0001,
"loss": 3.7557,
"step": 14000
},
{
"epoch": 0.07408152142278854,
"eval_loss": 3.6855504512786865,
"eval_runtime": 2.0523,
"eval_samples_per_second": 852.711,
"eval_steps_per_second": 53.599,
"step": 14000
},
{
"epoch": 0.08466459591175833,
"grad_norm": 1.6087511777877808,
"learning_rate": 0.0001,
"loss": 3.725,
"step": 16000
},
{
"epoch": 0.08466459591175833,
"eval_loss": 3.658583164215088,
"eval_runtime": 2.1352,
"eval_samples_per_second": 819.607,
"eval_steps_per_second": 51.518,
"step": 16000
},
{
"epoch": 0.09524767040072811,
"grad_norm": 1.6472262144088745,
"learning_rate": 0.0001,
"loss": 3.6947,
"step": 18000
},
{
"epoch": 0.09524767040072811,
"eval_loss": 3.638516664505005,
"eval_runtime": 95.757,
"eval_samples_per_second": 18.275,
"eval_steps_per_second": 1.149,
"step": 18000
}
],
"logging_steps": 2000,
"max_steps": 188981,
"num_input_tokens_seen": 0,
"num_train_epochs": 1,
"save_steps": 2000,
"stateful_callbacks": {
"EarlyStoppingCallback": {
"args": {
"early_stopping_patience": 3,
"early_stopping_threshold": 0.001
},
"attributes": {
"early_stopping_patience_counter": 0
}
},
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": false
},
"attributes": {}
}
},
"total_flos": 175474923134976.0,
"train_batch_size": 16,
"trial_name": null,
"trial_params": null
}
|