Human-action-swin / trainer_state.json
luciagil's picture
Training in progress, epoch 0
c741429 verified
{
"best_metric": 0.7738095238095238,
"best_model_checkpoint": "Human-action-swin/checkpoint-234",
"epoch": 2.9714285714285715,
"eval_steps": 500,
"global_step": 234,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.13,
"grad_norm": 8.177011489868164,
"learning_rate": 2.0833333333333336e-05,
"loss": 2.8077,
"step": 10
},
{
"epoch": 0.25,
"grad_norm": 7.242084980010986,
"learning_rate": 4.166666666666667e-05,
"loss": 2.6464,
"step": 20
},
{
"epoch": 0.38,
"grad_norm": 6.426877498626709,
"learning_rate": 4.8571428571428576e-05,
"loss": 2.402,
"step": 30
},
{
"epoch": 0.51,
"grad_norm": 12.246893882751465,
"learning_rate": 4.6190476190476194e-05,
"loss": 2.0132,
"step": 40
},
{
"epoch": 0.63,
"grad_norm": 20.22879981994629,
"learning_rate": 4.380952380952381e-05,
"loss": 1.6849,
"step": 50
},
{
"epoch": 0.76,
"grad_norm": 11.127490043640137,
"learning_rate": 4.1428571428571437e-05,
"loss": 1.5244,
"step": 60
},
{
"epoch": 0.89,
"grad_norm": 8.744277954101562,
"learning_rate": 3.904761904761905e-05,
"loss": 1.4273,
"step": 70
},
{
"epoch": 0.99,
"eval_accuracy": 0.671031746031746,
"eval_loss": 1.046990990638733,
"eval_runtime": 38.8701,
"eval_samples_per_second": 64.831,
"eval_steps_per_second": 2.032,
"step": 78
},
{
"epoch": 1.02,
"grad_norm": 7.494091033935547,
"learning_rate": 3.6666666666666666e-05,
"loss": 1.3184,
"step": 80
},
{
"epoch": 1.14,
"grad_norm": 6.497593879699707,
"learning_rate": 3.428571428571429e-05,
"loss": 1.2244,
"step": 90
},
{
"epoch": 1.27,
"grad_norm": 10.031980514526367,
"learning_rate": 3.19047619047619e-05,
"loss": 1.2127,
"step": 100
},
{
"epoch": 1.4,
"grad_norm": 8.93614673614502,
"learning_rate": 2.9523809523809526e-05,
"loss": 1.1732,
"step": 110
},
{
"epoch": 1.52,
"grad_norm": 8.977005958557129,
"learning_rate": 2.714285714285714e-05,
"loss": 1.1427,
"step": 120
},
{
"epoch": 1.65,
"grad_norm": 8.760551452636719,
"learning_rate": 2.4761904761904762e-05,
"loss": 1.1373,
"step": 130
},
{
"epoch": 1.78,
"grad_norm": 8.87807846069336,
"learning_rate": 2.2380952380952384e-05,
"loss": 1.1024,
"step": 140
},
{
"epoch": 1.9,
"grad_norm": 7.670358657836914,
"learning_rate": 2e-05,
"loss": 1.0813,
"step": 150
},
{
"epoch": 1.99,
"eval_accuracy": 0.7511904761904762,
"eval_loss": 0.7847604155540466,
"eval_runtime": 40.8525,
"eval_samples_per_second": 61.685,
"eval_steps_per_second": 1.934,
"step": 157
},
{
"epoch": 2.03,
"grad_norm": 9.62759780883789,
"learning_rate": 1.761904761904762e-05,
"loss": 1.0885,
"step": 160
},
{
"epoch": 2.16,
"grad_norm": 8.1283540725708,
"learning_rate": 1.5238095238095241e-05,
"loss": 1.0769,
"step": 170
},
{
"epoch": 2.29,
"grad_norm": 8.88747501373291,
"learning_rate": 1.2857142857142857e-05,
"loss": 1.0129,
"step": 180
},
{
"epoch": 2.41,
"grad_norm": 9.25979995727539,
"learning_rate": 1.0476190476190477e-05,
"loss": 1.0048,
"step": 190
},
{
"epoch": 2.54,
"grad_norm": 7.371565818786621,
"learning_rate": 8.095238095238097e-06,
"loss": 0.9917,
"step": 200
},
{
"epoch": 2.67,
"grad_norm": 6.723045349121094,
"learning_rate": 5.7142857142857145e-06,
"loss": 0.9229,
"step": 210
},
{
"epoch": 2.79,
"grad_norm": 7.953981399536133,
"learning_rate": 3.3333333333333333e-06,
"loss": 1.0518,
"step": 220
},
{
"epoch": 2.92,
"grad_norm": 7.315853118896484,
"learning_rate": 9.523809523809526e-07,
"loss": 0.9644,
"step": 230
},
{
"epoch": 2.97,
"eval_accuracy": 0.7738095238095238,
"eval_loss": 0.7221077084541321,
"eval_runtime": 40.8941,
"eval_samples_per_second": 61.623,
"eval_steps_per_second": 1.932,
"step": 234
},
{
"epoch": 2.97,
"step": 234,
"total_flos": 7.447570178286551e+17,
"train_loss": 1.3846357653283665,
"train_runtime": 446.4628,
"train_samples_per_second": 67.732,
"train_steps_per_second": 0.524
}
],
"logging_steps": 10,
"max_steps": 234,
"num_input_tokens_seen": 0,
"num_train_epochs": 3,
"save_steps": 500,
"total_flos": 7.447570178286551e+17,
"train_batch_size": 32,
"trial_name": null,
"trial_params": null
}