vit-base-beans-demo-v7 / trainer_state.json
mariamoracrossitcr's picture
🍻 cheers
56bb049 verified
raw
history blame contribute delete
No virus
6 kB
{
"best_metric": 0.0491877980530262,
"best_model_checkpoint": "./vit-base-beans-demo-v7/checkpoint-100",
"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": 1.6902730464935303,
"learning_rate": 0.00019230769230769233,
"loss": 0.7748,
"step": 10
},
{
"epoch": 0.3076923076923077,
"grad_norm": 1.2790460586547852,
"learning_rate": 0.00018461538461538463,
"loss": 0.2739,
"step": 20
},
{
"epoch": 0.46153846153846156,
"grad_norm": 0.7741395235061646,
"learning_rate": 0.00017692307692307693,
"loss": 0.1927,
"step": 30
},
{
"epoch": 0.6153846153846154,
"grad_norm": 5.114573001861572,
"learning_rate": 0.00016923076923076923,
"loss": 0.2443,
"step": 40
},
{
"epoch": 0.7692307692307693,
"grad_norm": 15.121728897094727,
"learning_rate": 0.00016153846153846155,
"loss": 0.2038,
"step": 50
},
{
"epoch": 0.9230769230769231,
"grad_norm": 3.094726324081421,
"learning_rate": 0.00015384615384615385,
"loss": 0.2427,
"step": 60
},
{
"epoch": 1.0769230769230769,
"grad_norm": 0.9401968717575073,
"learning_rate": 0.00014615384615384615,
"loss": 0.179,
"step": 70
},
{
"epoch": 1.2307692307692308,
"grad_norm": 0.16439810395240784,
"learning_rate": 0.00013846153846153847,
"loss": 0.1334,
"step": 80
},
{
"epoch": 1.3846153846153846,
"grad_norm": 0.1418611705303192,
"learning_rate": 0.00013076923076923077,
"loss": 0.1166,
"step": 90
},
{
"epoch": 1.5384615384615383,
"grad_norm": 1.5957568883895874,
"learning_rate": 0.0001230769230769231,
"loss": 0.0862,
"step": 100
},
{
"epoch": 1.5384615384615383,
"eval_accuracy": 0.9924812030075187,
"eval_loss": 0.0491877980530262,
"eval_runtime": 1.3534,
"eval_samples_per_second": 98.272,
"eval_steps_per_second": 12.561,
"step": 100
},
{
"epoch": 1.6923076923076923,
"grad_norm": 1.3301724195480347,
"learning_rate": 0.00011538461538461538,
"loss": 0.1008,
"step": 110
},
{
"epoch": 1.8461538461538463,
"grad_norm": 0.32133230566978455,
"learning_rate": 0.0001076923076923077,
"loss": 0.0803,
"step": 120
},
{
"epoch": 2.0,
"grad_norm": 0.4987194836139679,
"learning_rate": 0.0001,
"loss": 0.0777,
"step": 130
},
{
"epoch": 2.1538461538461537,
"grad_norm": 3.434934377670288,
"learning_rate": 9.230769230769232e-05,
"loss": 0.0583,
"step": 140
},
{
"epoch": 2.3076923076923075,
"grad_norm": 0.08973214775323868,
"learning_rate": 8.461538461538461e-05,
"loss": 0.0796,
"step": 150
},
{
"epoch": 2.4615384615384617,
"grad_norm": 0.0839068666100502,
"learning_rate": 7.692307692307693e-05,
"loss": 0.0468,
"step": 160
},
{
"epoch": 2.6153846153846154,
"grad_norm": 0.265321284532547,
"learning_rate": 6.923076923076924e-05,
"loss": 0.0204,
"step": 170
},
{
"epoch": 2.769230769230769,
"grad_norm": 0.07917013019323349,
"learning_rate": 6.153846153846155e-05,
"loss": 0.0646,
"step": 180
},
{
"epoch": 2.9230769230769234,
"grad_norm": 0.07372036576271057,
"learning_rate": 5.384615384615385e-05,
"loss": 0.0452,
"step": 190
},
{
"epoch": 3.076923076923077,
"grad_norm": 0.0797925740480423,
"learning_rate": 4.615384615384616e-05,
"loss": 0.031,
"step": 200
},
{
"epoch": 3.076923076923077,
"eval_accuracy": 0.9849624060150376,
"eval_loss": 0.0571388304233551,
"eval_runtime": 1.3229,
"eval_samples_per_second": 100.536,
"eval_steps_per_second": 12.85,
"step": 200
},
{
"epoch": 3.230769230769231,
"grad_norm": 0.08364936709403992,
"learning_rate": 3.846153846153846e-05,
"loss": 0.0151,
"step": 210
},
{
"epoch": 3.3846153846153846,
"grad_norm": 0.0659966766834259,
"learning_rate": 3.0769230769230774e-05,
"loss": 0.013,
"step": 220
},
{
"epoch": 3.5384615384615383,
"grad_norm": 0.06812237203121185,
"learning_rate": 2.307692307692308e-05,
"loss": 0.0129,
"step": 230
},
{
"epoch": 3.6923076923076925,
"grad_norm": 0.06594033539295197,
"learning_rate": 1.5384615384615387e-05,
"loss": 0.0123,
"step": 240
},
{
"epoch": 3.8461538461538463,
"grad_norm": 0.06312059611082077,
"learning_rate": 7.692307692307694e-06,
"loss": 0.0123,
"step": 250
},
{
"epoch": 4.0,
"grad_norm": 0.0624660886824131,
"learning_rate": 0.0,
"loss": 0.0121,
"step": 260
},
{
"epoch": 4.0,
"step": 260,
"total_flos": 3.205097416476426e+17,
"train_loss": 0.12038601376116276,
"train_runtime": 77.0575,
"train_samples_per_second": 53.674,
"train_steps_per_second": 3.374
}
],
"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
}