File size: 2,920 Bytes
f52379d |
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 |
{
"best_metric": 0.7607843137254902,
"best_model_checkpoint": "distilbert-base-multilingual-cased-hyper-matt/run-0i7sidmz/checkpoint-100",
"epoch": 1.0,
"eval_steps": 500,
"global_step": 100,
"is_hyper_param_search": true,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.1,
"grad_norm": 4.02569055557251,
"learning_rate": 5.021793617667588e-05,
"loss": 0.5846,
"step": 10
},
{
"epoch": 0.2,
"grad_norm": 2.9225821495056152,
"learning_rate": 4.4638165490378564e-05,
"loss": 0.4403,
"step": 20
},
{
"epoch": 0.3,
"grad_norm": 3.3444550037384033,
"learning_rate": 3.905839480408124e-05,
"loss": 0.6524,
"step": 30
},
{
"epoch": 0.4,
"grad_norm": 3.390305280685425,
"learning_rate": 3.3478624117783916e-05,
"loss": 0.477,
"step": 40
},
{
"epoch": 0.5,
"grad_norm": 4.890294551849365,
"learning_rate": 2.78988534314866e-05,
"loss": 0.4469,
"step": 50
},
{
"epoch": 0.6,
"grad_norm": 3.794447183609009,
"learning_rate": 2.2319082745189282e-05,
"loss": 0.4012,
"step": 60
},
{
"epoch": 0.7,
"grad_norm": 5.297450065612793,
"learning_rate": 1.6739312058891958e-05,
"loss": 0.396,
"step": 70
},
{
"epoch": 0.8,
"grad_norm": 3.4959356784820557,
"learning_rate": 1.1159541372594641e-05,
"loss": 0.4017,
"step": 80
},
{
"epoch": 0.9,
"grad_norm": 4.851554870605469,
"learning_rate": 5.5797706862973205e-06,
"loss": 0.4157,
"step": 90
},
{
"epoch": 1.0,
"grad_norm": 4.022997856140137,
"learning_rate": 0.0,
"loss": 0.3782,
"step": 100
},
{
"epoch": 1.0,
"eval_accuracy": 0.8475,
"eval_f1": 0.7607843137254902,
"eval_loss": 0.3398902416229248,
"eval_precision": 0.7348484848484849,
"eval_recall": 0.7886178861788617,
"eval_runtime": 1.5686,
"eval_samples_per_second": 255.004,
"eval_steps_per_second": 15.938,
"step": 100
}
],
"logging_steps": 10,
"max_steps": 100,
"num_input_tokens_seen": 0,
"num_train_epochs": 1,
"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": 211815370450944.0,
"train_batch_size": 16,
"trial_name": null,
"trial_params": {
"_wandb": {},
"assignments": {},
"learning_rate": 5.57977068629732e-05,
"metric": "eval/loss",
"num_train_epochs": 1,
"per_device_train_batch_size": 16,
"seed": 28
}
}
|