alexgrigore's picture
End of training
565a106 verified
raw
history blame contribute delete
No virus
4.59 kB
{
"best_metric": 0.8214285714285714,
"best_model_checkpoint": "videomae-base-finetuned-good-gestureUnitV11/checkpoint-34",
"epoch": 4.15,
"eval_steps": 500,
"global_step": 80,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.125,
"grad_norm": 7.015880107879639,
"learning_rate": 4.8611111111111115e-05,
"loss": 0.6685,
"step": 10
},
{
"epoch": 0.2125,
"eval_accuracy": 0.6071428571428571,
"eval_accuracy_gunit": 1.0,
"eval_accuracy_nothing": 0.2903225806451613,
"eval_loss": 0.6297298073768616,
"eval_runtime": 7.5848,
"eval_samples_per_second": 7.383,
"eval_steps_per_second": 0.923,
"step": 17
},
{
"epoch": 1.0375,
"grad_norm": 5.0800676345825195,
"learning_rate": 4.166666666666667e-05,
"loss": 0.6397,
"step": 20
},
{
"epoch": 1.1625,
"grad_norm": 4.701914310455322,
"learning_rate": 3.472222222222222e-05,
"loss": 0.5348,
"step": 30
},
{
"epoch": 1.2125,
"eval_accuracy": 0.8214285714285714,
"eval_accuracy_gunit": 0.6,
"eval_accuracy_nothing": 1.0,
"eval_loss": 0.42920514941215515,
"eval_runtime": 7.3236,
"eval_samples_per_second": 7.647,
"eval_steps_per_second": 0.956,
"step": 34
},
{
"epoch": 2.075,
"grad_norm": 26.41465187072754,
"learning_rate": 2.777777777777778e-05,
"loss": 0.4109,
"step": 40
},
{
"epoch": 2.2,
"grad_norm": 12.76979923248291,
"learning_rate": 2.0833333333333336e-05,
"loss": 0.3395,
"step": 50
},
{
"epoch": 2.2125,
"eval_accuracy": 0.7857142857142857,
"eval_accuracy_gunit": 0.88,
"eval_accuracy_nothing": 0.7096774193548387,
"eval_loss": 0.4852010905742645,
"eval_runtime": 6.9927,
"eval_samples_per_second": 8.008,
"eval_steps_per_second": 1.001,
"step": 51
},
{
"epoch": 3.1125,
"grad_norm": 15.371440887451172,
"learning_rate": 1.388888888888889e-05,
"loss": 0.3607,
"step": 60
},
{
"epoch": 3.2125,
"eval_accuracy": 0.8214285714285714,
"eval_accuracy_gunit": 0.6,
"eval_accuracy_nothing": 1.0,
"eval_loss": 0.4506545662879944,
"eval_runtime": 6.8621,
"eval_samples_per_second": 8.161,
"eval_steps_per_second": 1.02,
"step": 68
},
{
"epoch": 4.025,
"grad_norm": 11.717324256896973,
"learning_rate": 6.944444444444445e-06,
"loss": 0.3328,
"step": 70
},
{
"epoch": 4.15,
"grad_norm": 13.87458610534668,
"learning_rate": 0.0,
"loss": 0.2436,
"step": 80
},
{
"epoch": 4.15,
"eval_accuracy": 0.7857142857142857,
"eval_accuracy_gunit": 0.76,
"eval_accuracy_nothing": 0.8064516129032258,
"eval_loss": 0.44327452778816223,
"eval_runtime": 6.9163,
"eval_samples_per_second": 8.097,
"eval_steps_per_second": 1.012,
"step": 80
},
{
"epoch": 4.15,
"step": 80,
"total_flos": 7.924970789040292e+17,
"train_loss": 0.441299644112587,
"train_runtime": 198.5865,
"train_samples_per_second": 3.223,
"train_steps_per_second": 0.403
},
{
"epoch": 4.15,
"eval_accuracy": 0.9310344827586207,
"eval_accuracy_gunit": 0.8571428571428571,
"eval_accuracy_nothing": 1.0,
"eval_loss": 0.30250757932662964,
"eval_runtime": 12.2177,
"eval_samples_per_second": 7.121,
"eval_steps_per_second": 0.9,
"step": 80
},
{
"epoch": 4.15,
"eval_accuracy": 0.9310344827586207,
"eval_accuracy_gunit": 0.8571428571428571,
"eval_accuracy_nothing": 1.0,
"eval_loss": 0.3025076389312744,
"eval_runtime": 10.959,
"eval_samples_per_second": 7.939,
"eval_steps_per_second": 1.004,
"step": 80
}
],
"logging_steps": 10,
"max_steps": 80,
"num_input_tokens_seen": 0,
"num_train_epochs": 9223372036854775807,
"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": 7.924970789040292e+17,
"train_batch_size": 8,
"trial_name": null,
"trial_params": null
}