satwikapaul's picture
Upload folder using huggingface_hub (#1)
0c2333d
{
"best_metric": 1.1361786127090454,
"best_model_checkpoint": "./vit-base-beans/checkpoint-480",
"epoch": 3.6923076923076925,
"global_step": 480,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.08,
"learning_rate": 0.00019897435897435898,
"loss": 3.2519,
"step": 10
},
{
"epoch": 0.15,
"learning_rate": 0.00019794871794871796,
"loss": 3.1095,
"step": 20
},
{
"epoch": 0.23,
"learning_rate": 0.00019692307692307696,
"loss": 2.9002,
"step": 30
},
{
"epoch": 0.31,
"learning_rate": 0.0001958974358974359,
"loss": 2.7917,
"step": 40
},
{
"epoch": 0.31,
"eval_accuracy": 0.35233160621761656,
"eval_loss": 2.6724953651428223,
"eval_runtime": 20.1054,
"eval_samples_per_second": 57.596,
"eval_steps_per_second": 7.212,
"step": 40
},
{
"epoch": 0.38,
"learning_rate": 0.00019487179487179487,
"loss": 2.6291,
"step": 50
},
{
"epoch": 0.46,
"learning_rate": 0.00019384615384615385,
"loss": 2.492,
"step": 60
},
{
"epoch": 0.54,
"learning_rate": 0.00019282051282051282,
"loss": 2.4302,
"step": 70
},
{
"epoch": 0.62,
"learning_rate": 0.00019179487179487182,
"loss": 2.3207,
"step": 80
},
{
"epoch": 0.62,
"eval_accuracy": 0.4481865284974093,
"eval_loss": 2.263643980026245,
"eval_runtime": 20.6875,
"eval_samples_per_second": 55.976,
"eval_steps_per_second": 7.009,
"step": 80
},
{
"epoch": 0.69,
"learning_rate": 0.0001907692307692308,
"loss": 2.1778,
"step": 90
},
{
"epoch": 0.77,
"learning_rate": 0.00018974358974358974,
"loss": 2.1215,
"step": 100
},
{
"epoch": 0.85,
"learning_rate": 0.0001887179487179487,
"loss": 2.0333,
"step": 110
},
{
"epoch": 0.92,
"learning_rate": 0.0001876923076923077,
"loss": 1.9258,
"step": 120
},
{
"epoch": 0.92,
"eval_accuracy": 0.5535405872193437,
"eval_loss": 1.8725202083587646,
"eval_runtime": 19.974,
"eval_samples_per_second": 57.975,
"eval_steps_per_second": 7.259,
"step": 120
},
{
"epoch": 1.0,
"learning_rate": 0.0001866666666666667,
"loss": 1.981,
"step": 130
},
{
"epoch": 1.08,
"learning_rate": 0.00018564102564102566,
"loss": 1.5576,
"step": 140
},
{
"epoch": 1.15,
"learning_rate": 0.00018461538461538463,
"loss": 1.4327,
"step": 150
},
{
"epoch": 1.23,
"learning_rate": 0.00018358974358974358,
"loss": 1.4339,
"step": 160
},
{
"epoch": 1.23,
"eval_accuracy": 0.6260794473229706,
"eval_loss": 1.5738734006881714,
"eval_runtime": 20.2011,
"eval_samples_per_second": 57.323,
"eval_steps_per_second": 7.178,
"step": 160
},
{
"epoch": 1.31,
"learning_rate": 0.00018256410256410258,
"loss": 1.2945,
"step": 170
},
{
"epoch": 1.38,
"learning_rate": 0.00018153846153846155,
"loss": 1.3482,
"step": 180
},
{
"epoch": 1.46,
"learning_rate": 0.00018051282051282052,
"loss": 1.2537,
"step": 190
},
{
"epoch": 1.54,
"learning_rate": 0.0001794871794871795,
"loss": 1.3328,
"step": 200
},
{
"epoch": 1.54,
"eval_accuracy": 0.6226252158894646,
"eval_loss": 1.484718918800354,
"eval_runtime": 20.1617,
"eval_samples_per_second": 57.436,
"eval_steps_per_second": 7.192,
"step": 200
},
{
"epoch": 1.62,
"learning_rate": 0.00017846153846153847,
"loss": 1.1274,
"step": 210
},
{
"epoch": 1.69,
"learning_rate": 0.00017743589743589744,
"loss": 1.169,
"step": 220
},
{
"epoch": 1.77,
"learning_rate": 0.00017641025641025642,
"loss": 1.1404,
"step": 230
},
{
"epoch": 1.85,
"learning_rate": 0.0001753846153846154,
"loss": 1.0914,
"step": 240
},
{
"epoch": 1.85,
"eval_accuracy": 0.6442141623488774,
"eval_loss": 1.3511847257614136,
"eval_runtime": 19.8926,
"eval_samples_per_second": 58.213,
"eval_steps_per_second": 7.289,
"step": 240
},
{
"epoch": 1.92,
"learning_rate": 0.00017435897435897436,
"loss": 1.1632,
"step": 250
},
{
"epoch": 2.0,
"learning_rate": 0.00017333333333333334,
"loss": 1.029,
"step": 260
},
{
"epoch": 2.08,
"learning_rate": 0.00017230769230769234,
"loss": 0.7509,
"step": 270
},
{
"epoch": 2.15,
"learning_rate": 0.00017128205128205128,
"loss": 0.6594,
"step": 280
},
{
"epoch": 2.15,
"eval_accuracy": 0.6450777202072538,
"eval_loss": 1.2636480331420898,
"eval_runtime": 20.434,
"eval_samples_per_second": 56.67,
"eval_steps_per_second": 7.096,
"step": 280
},
{
"epoch": 2.23,
"learning_rate": 0.00017025641025641026,
"loss": 0.557,
"step": 290
},
{
"epoch": 2.31,
"learning_rate": 0.00016923076923076923,
"loss": 0.5061,
"step": 300
},
{
"epoch": 2.38,
"learning_rate": 0.00016820512820512823,
"loss": 0.53,
"step": 310
},
{
"epoch": 2.46,
"learning_rate": 0.0001671794871794872,
"loss": 0.5651,
"step": 320
},
{
"epoch": 2.46,
"eval_accuracy": 0.6649395509499136,
"eval_loss": 1.2330708503723145,
"eval_runtime": 20.6893,
"eval_samples_per_second": 55.971,
"eval_steps_per_second": 7.008,
"step": 320
},
{
"epoch": 2.54,
"learning_rate": 0.00016615384615384617,
"loss": 0.5417,
"step": 330
},
{
"epoch": 2.62,
"learning_rate": 0.00016512820512820512,
"loss": 0.5584,
"step": 340
},
{
"epoch": 2.69,
"learning_rate": 0.0001641025641025641,
"loss": 0.6261,
"step": 350
},
{
"epoch": 2.77,
"learning_rate": 0.0001630769230769231,
"loss": 0.6847,
"step": 360
},
{
"epoch": 2.77,
"eval_accuracy": 0.6381692573402418,
"eval_loss": 1.3150428533554077,
"eval_runtime": 20.8049,
"eval_samples_per_second": 55.66,
"eval_steps_per_second": 6.97,
"step": 360
},
{
"epoch": 2.85,
"learning_rate": 0.00016205128205128207,
"loss": 0.6079,
"step": 370
},
{
"epoch": 2.92,
"learning_rate": 0.00016102564102564104,
"loss": 0.6087,
"step": 380
},
{
"epoch": 3.0,
"learning_rate": 0.00016,
"loss": 0.6049,
"step": 390
},
{
"epoch": 3.08,
"learning_rate": 0.00015897435897435896,
"loss": 0.2965,
"step": 400
},
{
"epoch": 3.08,
"eval_accuracy": 0.6735751295336787,
"eval_loss": 1.1951243877410889,
"eval_runtime": 20.3022,
"eval_samples_per_second": 57.038,
"eval_steps_per_second": 7.142,
"step": 400
},
{
"epoch": 3.15,
"learning_rate": 0.00015794871794871796,
"loss": 0.3409,
"step": 410
},
{
"epoch": 3.23,
"learning_rate": 0.00015692307692307693,
"loss": 0.2707,
"step": 420
},
{
"epoch": 3.31,
"learning_rate": 0.0001558974358974359,
"loss": 0.2439,
"step": 430
},
{
"epoch": 3.38,
"learning_rate": 0.00015487179487179488,
"loss": 0.3052,
"step": 440
},
{
"epoch": 3.38,
"eval_accuracy": 0.5915371329879102,
"eval_loss": 1.4183249473571777,
"eval_runtime": 19.9664,
"eval_samples_per_second": 57.997,
"eval_steps_per_second": 7.262,
"step": 440
},
{
"epoch": 3.46,
"learning_rate": 0.00015384615384615385,
"loss": 0.2819,
"step": 450
},
{
"epoch": 3.54,
"learning_rate": 0.00015282051282051282,
"loss": 0.2755,
"step": 460
},
{
"epoch": 3.62,
"learning_rate": 0.0001517948717948718,
"loss": 0.2574,
"step": 470
},
{
"epoch": 3.69,
"learning_rate": 0.00015076923076923077,
"loss": 0.2592,
"step": 480
},
{
"epoch": 3.69,
"eval_accuracy": 0.697754749568221,
"eval_loss": 1.1361786127090454,
"eval_runtime": 19.9742,
"eval_samples_per_second": 57.975,
"eval_steps_per_second": 7.259,
"step": 480
}
],
"max_steps": 1950,
"num_train_epochs": 15,
"total_flos": 5.948067750708142e+17,
"trial_name": null,
"trial_params": null
}