vit-base-beans-demo-v5 / trainer_state.json
heado's picture
heado
1922aff verified
raw
history blame
6 kB
{
"best_metric": 0.020527832210063934,
"best_model_checkpoint": "./vit-base-beans-demo-v5/checkpoint-200",
"epoch": 4.0,
"eval_steps": 100,
"global_step": 260,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.15384615384615385,
"grad_norm": 1.3131574392318726,
"learning_rate": 0.00019230769230769233,
"loss": 0.8368,
"step": 10
},
{
"epoch": 0.3076923076923077,
"grad_norm": 1.571279525756836,
"learning_rate": 0.00018461538461538463,
"loss": 0.3474,
"step": 20
},
{
"epoch": 0.46153846153846156,
"grad_norm": 3.746014356613159,
"learning_rate": 0.00017692307692307693,
"loss": 0.2139,
"step": 30
},
{
"epoch": 0.6153846153846154,
"grad_norm": 1.4054049253463745,
"learning_rate": 0.00016923076923076923,
"loss": 0.1799,
"step": 40
},
{
"epoch": 0.7692307692307693,
"grad_norm": 0.2104187309741974,
"learning_rate": 0.00016153846153846155,
"loss": 0.1475,
"step": 50
},
{
"epoch": 0.9230769230769231,
"grad_norm": 4.926904678344727,
"learning_rate": 0.00015384615384615385,
"loss": 0.2264,
"step": 60
},
{
"epoch": 1.0769230769230769,
"grad_norm": 3.4138243198394775,
"learning_rate": 0.00014615384615384615,
"loss": 0.186,
"step": 70
},
{
"epoch": 1.2307692307692308,
"grad_norm": 0.18232814967632294,
"learning_rate": 0.00013846153846153847,
"loss": 0.1536,
"step": 80
},
{
"epoch": 1.3846153846153846,
"grad_norm": 0.23882938921451569,
"learning_rate": 0.00013076923076923077,
"loss": 0.0561,
"step": 90
},
{
"epoch": 1.5384615384615383,
"grad_norm": 1.603104829788208,
"learning_rate": 0.0001230769230769231,
"loss": 0.091,
"step": 100
},
{
"epoch": 1.5384615384615383,
"eval_accuracy": 0.9774436090225563,
"eval_loss": 0.07465264946222305,
"eval_runtime": 1.2611,
"eval_samples_per_second": 105.465,
"eval_steps_per_second": 13.48,
"step": 100
},
{
"epoch": 1.6923076923076923,
"grad_norm": 0.11675859242677689,
"learning_rate": 0.00011538461538461538,
"loss": 0.0952,
"step": 110
},
{
"epoch": 1.8461538461538463,
"grad_norm": 0.11038266867399216,
"learning_rate": 0.0001076923076923077,
"loss": 0.1683,
"step": 120
},
{
"epoch": 2.0,
"grad_norm": 1.329042673110962,
"learning_rate": 0.0001,
"loss": 0.0489,
"step": 130
},
{
"epoch": 2.1538461538461537,
"grad_norm": 0.46014711260795593,
"learning_rate": 9.230769230769232e-05,
"loss": 0.0307,
"step": 140
},
{
"epoch": 2.3076923076923075,
"grad_norm": 0.6358932852745056,
"learning_rate": 8.461538461538461e-05,
"loss": 0.0254,
"step": 150
},
{
"epoch": 2.4615384615384617,
"grad_norm": 0.07531006634235382,
"learning_rate": 7.692307692307693e-05,
"loss": 0.0175,
"step": 160
},
{
"epoch": 2.6153846153846154,
"grad_norm": 0.07003136724233627,
"learning_rate": 6.923076923076924e-05,
"loss": 0.0172,
"step": 170
},
{
"epoch": 2.769230769230769,
"grad_norm": 0.08160967379808426,
"learning_rate": 6.153846153846155e-05,
"loss": 0.0435,
"step": 180
},
{
"epoch": 2.9230769230769234,
"grad_norm": 0.09463630616664886,
"learning_rate": 5.384615384615385e-05,
"loss": 0.0181,
"step": 190
},
{
"epoch": 3.076923076923077,
"grad_norm": 0.06692061573266983,
"learning_rate": 4.615384615384616e-05,
"loss": 0.036,
"step": 200
},
{
"epoch": 3.076923076923077,
"eval_accuracy": 1.0,
"eval_loss": 0.020527832210063934,
"eval_runtime": 1.2254,
"eval_samples_per_second": 108.536,
"eval_steps_per_second": 13.873,
"step": 200
},
{
"epoch": 3.230769230769231,
"grad_norm": 0.057732608169317245,
"learning_rate": 3.846153846153846e-05,
"loss": 0.0228,
"step": 210
},
{
"epoch": 3.3846153846153846,
"grad_norm": 0.06201878562569618,
"learning_rate": 3.0769230769230774e-05,
"loss": 0.0116,
"step": 220
},
{
"epoch": 3.5384615384615383,
"grad_norm": 0.06420481950044632,
"learning_rate": 2.307692307692308e-05,
"loss": 0.0325,
"step": 230
},
{
"epoch": 3.6923076923076925,
"grad_norm": 0.060832858085632324,
"learning_rate": 1.5384615384615387e-05,
"loss": 0.0114,
"step": 240
},
{
"epoch": 3.8461538461538463,
"grad_norm": 0.061510924249887466,
"learning_rate": 7.692307692307694e-06,
"loss": 0.0115,
"step": 250
},
{
"epoch": 4.0,
"grad_norm": 0.05591738596558571,
"learning_rate": 0.0,
"loss": 0.0114,
"step": 260
},
{
"epoch": 4.0,
"step": 260,
"total_flos": 3.205097416476426e+17,
"train_loss": 0.11695209254439061,
"train_runtime": 89.4129,
"train_samples_per_second": 46.257,
"train_steps_per_second": 2.908
}
],
"logging_steps": 10,
"max_steps": 260,
"num_input_tokens_seen": 0,
"num_train_epochs": 4,
"save_steps": 100,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": false
},
"attributes": {}
}
},
"total_flos": 3.205097416476426e+17,
"train_batch_size": 16,
"trial_name": null,
"trial_params": null
}