duyngocadn's picture
End of training
21c2f08
{
"best_metric": 0.40384615384615385,
"best_model_checkpoint": "videomae-base-finetuned-ucf101-subset/checkpoint-75",
"epoch": 1.0,
"global_step": 75,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.13,
"learning_rate": 4.850746268656717e-05,
"loss": 2.3467,
"step": 10
},
{
"epoch": 0.27,
"learning_rate": 4.104477611940299e-05,
"loss": 2.2506,
"step": 20
},
{
"epoch": 0.4,
"learning_rate": 3.358208955223881e-05,
"loss": 2.1428,
"step": 30
},
{
"epoch": 0.53,
"learning_rate": 2.6119402985074626e-05,
"loss": 1.9962,
"step": 40
},
{
"epoch": 0.67,
"learning_rate": 1.865671641791045e-05,
"loss": 2.0266,
"step": 50
},
{
"epoch": 0.8,
"learning_rate": 1.119402985074627e-05,
"loss": 1.9272,
"step": 60
},
{
"epoch": 0.93,
"learning_rate": 3.7313432835820893e-06,
"loss": 1.916,
"step": 70
},
{
"epoch": 1.0,
"eval_accuracy": 0.40384615384615385,
"eval_loss": 1.8321492671966553,
"eval_runtime": 11.9593,
"eval_samples_per_second": 4.348,
"eval_steps_per_second": 1.087,
"step": 75
},
{
"epoch": 1.0,
"step": 75,
"total_flos": 3.73846047031296e+17,
"train_loss": 2.0664131164550783,
"train_runtime": 178.8469,
"train_samples_per_second": 1.677,
"train_steps_per_second": 0.419
},
{
"epoch": 1.0,
"eval_accuracy": 0.3888888888888889,
"eval_loss": 1.9080618619918823,
"eval_runtime": 31.782,
"eval_samples_per_second": 3.965,
"eval_steps_per_second": 1.007,
"step": 75
},
{
"epoch": 1.0,
"eval_accuracy": 0.4126984126984127,
"eval_loss": 1.8751298189163208,
"eval_runtime": 29.4554,
"eval_samples_per_second": 4.278,
"eval_steps_per_second": 1.086,
"step": 75
}
],
"max_steps": 75,
"num_train_epochs": 9223372036854775807,
"total_flos": 3.73846047031296e+17,
"trial_name": null,
"trial_params": null
}