sayakpaul's picture
sayakpaul HF staff
End of training
60d2897
raw
history blame
3.81 kB
{
"best_metric": 0.9285714285714286,
"best_model_checkpoint": "videomae-base-finetuned-ucf101-subset/checkpoint-148",
"epoch": 3.22972972972973,
"global_step": 148,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.07,
"learning_rate": 3.3333333333333335e-05,
"loss": 2.3623,
"step": 10
},
{
"epoch": 0.14,
"learning_rate": 4.81203007518797e-05,
"loss": 2.2155,
"step": 20
},
{
"epoch": 0.2,
"learning_rate": 4.43609022556391e-05,
"loss": 2.1374,
"step": 30
},
{
"epoch": 0.26,
"eval_accuracy": 0.5714285714285714,
"eval_loss": 1.7412834167480469,
"eval_runtime": 6.1835,
"eval_samples_per_second": 11.32,
"eval_steps_per_second": 1.455,
"step": 38
},
{
"epoch": 1.01,
"learning_rate": 4.0601503759398494e-05,
"loss": 1.9183,
"step": 40
},
{
"epoch": 1.08,
"learning_rate": 3.6842105263157895e-05,
"loss": 1.4923,
"step": 50
},
{
"epoch": 1.15,
"learning_rate": 3.3082706766917295e-05,
"loss": 1.2149,
"step": 60
},
{
"epoch": 1.22,
"learning_rate": 2.9323308270676693e-05,
"loss": 0.7949,
"step": 70
},
{
"epoch": 1.26,
"eval_accuracy": 0.8,
"eval_loss": 0.7746667265892029,
"eval_runtime": 6.3565,
"eval_samples_per_second": 11.012,
"eval_steps_per_second": 1.416,
"step": 76
},
{
"epoch": 2.03,
"learning_rate": 2.556390977443609e-05,
"loss": 0.8088,
"step": 80
},
{
"epoch": 2.09,
"learning_rate": 2.1804511278195487e-05,
"loss": 0.535,
"step": 90
},
{
"epoch": 2.16,
"learning_rate": 1.8045112781954888e-05,
"loss": 0.5405,
"step": 100
},
{
"epoch": 2.23,
"learning_rate": 1.4285714285714285e-05,
"loss": 0.4279,
"step": 110
},
{
"epoch": 2.26,
"eval_accuracy": 0.9142857142857143,
"eval_loss": 0.4053409993648529,
"eval_runtime": 6.2263,
"eval_samples_per_second": 11.243,
"eval_steps_per_second": 1.445,
"step": 114
},
{
"epoch": 3.04,
"learning_rate": 1.0526315789473684e-05,
"loss": 0.3461,
"step": 120
},
{
"epoch": 3.11,
"learning_rate": 6.766917293233083e-06,
"loss": 0.2509,
"step": 130
},
{
"epoch": 3.18,
"learning_rate": 3.007518796992481e-06,
"loss": 0.291,
"step": 140
},
{
"epoch": 3.23,
"eval_accuracy": 0.9285714285714286,
"eval_loss": 0.3428815007209778,
"eval_runtime": 6.583,
"eval_samples_per_second": 10.633,
"eval_steps_per_second": 1.367,
"step": 148
},
{
"epoch": 3.23,
"step": 148,
"total_flos": 1.460491890402263e+18,
"train_loss": 1.0492687128685616,
"train_runtime": 239.2161,
"train_samples_per_second": 4.949,
"train_steps_per_second": 0.619
},
{
"epoch": 3.23,
"eval_accuracy": 0.864516129032258,
"eval_loss": 0.3992488980293274,
"eval_runtime": 14.1288,
"eval_samples_per_second": 10.971,
"eval_steps_per_second": 1.416,
"step": 148
},
{
"epoch": 3.23,
"eval_accuracy": 0.864516129032258,
"eval_loss": 0.3992488980293274,
"eval_runtime": 13.7986,
"eval_samples_per_second": 11.233,
"eval_steps_per_second": 1.449,
"step": 148
}
],
"max_steps": 148,
"num_train_epochs": 9223372036854775807,
"total_flos": 1.460491890402263e+18,
"trial_name": null,
"trial_params": null
}