dzungpham's picture
upload graphcodebert base, more training = more assign to majority class, poor f1 score T_T
2a7c991 verified
raw
history blame
7.45 kB
{
"best_global_step": null,
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 0.0256,
"eval_steps": 1000,
"global_step": 400,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.00064,
"grad_norm": 1.2594444751739502,
"learning_rate": 3.840409643695328e-08,
"loss": 0.7238,
"step": 10
},
{
"epoch": 0.00128,
"grad_norm": 1.3807746171951294,
"learning_rate": 8.10753147002347e-08,
"loss": 0.7178,
"step": 20
},
{
"epoch": 0.00192,
"grad_norm": 0.9590708613395691,
"learning_rate": 1.2374653296351612e-07,
"loss": 0.7106,
"step": 30
},
{
"epoch": 0.00256,
"grad_norm": 1.2128362655639648,
"learning_rate": 1.6641775122679754e-07,
"loss": 0.72,
"step": 40
},
{
"epoch": 0.0032,
"grad_norm": 1.0866276025772095,
"learning_rate": 2.0908896949007894e-07,
"loss": 0.7108,
"step": 50
},
{
"epoch": 0.00384,
"grad_norm": 1.6984202861785889,
"learning_rate": 2.517601877533604e-07,
"loss": 0.7149,
"step": 60
},
{
"epoch": 0.00448,
"grad_norm": 1.249053716659546,
"learning_rate": 2.944314060166418e-07,
"loss": 0.7243,
"step": 70
},
{
"epoch": 0.00512,
"grad_norm": 1.8781795501708984,
"learning_rate": 3.371026242799232e-07,
"loss": 0.7138,
"step": 80
},
{
"epoch": 0.00576,
"grad_norm": 2.162505626678467,
"learning_rate": 3.7977384254320464e-07,
"loss": 0.7117,
"step": 90
},
{
"epoch": 0.0064,
"grad_norm": 1.0761003494262695,
"learning_rate": 4.22445060806486e-07,
"loss": 0.7121,
"step": 100
},
{
"epoch": 0.00704,
"grad_norm": 2.104625940322876,
"learning_rate": 4.651162790697675e-07,
"loss": 0.7157,
"step": 110
},
{
"epoch": 0.00768,
"grad_norm": 1.6532983779907227,
"learning_rate": 5.077874973330489e-07,
"loss": 0.7175,
"step": 120
},
{
"epoch": 0.00832,
"grad_norm": 1.094260334968567,
"learning_rate": 5.504587155963304e-07,
"loss": 0.7142,
"step": 130
},
{
"epoch": 0.00896,
"grad_norm": 1.7268928289413452,
"learning_rate": 5.931299338596117e-07,
"loss": 0.717,
"step": 140
},
{
"epoch": 0.0096,
"grad_norm": 2.225884199142456,
"learning_rate": 6.358011521228932e-07,
"loss": 0.7144,
"step": 150
},
{
"epoch": 0.01024,
"grad_norm": 1.7743901014328003,
"learning_rate": 6.784723703861745e-07,
"loss": 0.7127,
"step": 160
},
{
"epoch": 0.01088,
"grad_norm": 1.1327497959136963,
"learning_rate": 7.21143588649456e-07,
"loss": 0.7148,
"step": 170
},
{
"epoch": 0.01152,
"grad_norm": 1.9613993167877197,
"learning_rate": 7.638148069127374e-07,
"loss": 0.711,
"step": 180
},
{
"epoch": 0.01216,
"grad_norm": 1.4991788864135742,
"learning_rate": 8.064860251760189e-07,
"loss": 0.713,
"step": 190
},
{
"epoch": 0.0128,
"grad_norm": 1.3405441045761108,
"learning_rate": 8.491572434393003e-07,
"loss": 0.7142,
"step": 200
},
{
"epoch": 0.01344,
"grad_norm": 1.8038678169250488,
"learning_rate": 8.918284617025817e-07,
"loss": 0.7067,
"step": 210
},
{
"epoch": 0.01408,
"grad_norm": 1.2749669551849365,
"learning_rate": 9.344996799658632e-07,
"loss": 0.7133,
"step": 220
},
{
"epoch": 0.01472,
"grad_norm": 1.858957052230835,
"learning_rate": 9.771708982291445e-07,
"loss": 0.7093,
"step": 230
},
{
"epoch": 0.01536,
"grad_norm": 1.1406413316726685,
"learning_rate": 1.0198421164924258e-06,
"loss": 0.7163,
"step": 240
},
{
"epoch": 0.016,
"grad_norm": 1.3233072757720947,
"learning_rate": 1.0625133347557074e-06,
"loss": 0.7152,
"step": 250
},
{
"epoch": 0.01664,
"grad_norm": 2.3287241458892822,
"learning_rate": 1.1051845530189888e-06,
"loss": 0.712,
"step": 260
},
{
"epoch": 0.01728,
"grad_norm": 1.6007124185562134,
"learning_rate": 1.1478557712822702e-06,
"loss": 0.711,
"step": 270
},
{
"epoch": 0.01792,
"grad_norm": 1.5458295345306396,
"learning_rate": 1.1905269895455517e-06,
"loss": 0.7107,
"step": 280
},
{
"epoch": 0.01856,
"grad_norm": 1.6052477359771729,
"learning_rate": 1.233198207808833e-06,
"loss": 0.7142,
"step": 290
},
{
"epoch": 0.0192,
"grad_norm": 1.7393243312835693,
"learning_rate": 1.2758694260721145e-06,
"loss": 0.7126,
"step": 300
},
{
"epoch": 0.01984,
"grad_norm": 1.3717942237854004,
"learning_rate": 1.318540644335396e-06,
"loss": 0.7053,
"step": 310
},
{
"epoch": 0.02048,
"grad_norm": 1.41959810256958,
"learning_rate": 1.3612118625986772e-06,
"loss": 0.7011,
"step": 320
},
{
"epoch": 0.02112,
"grad_norm": 1.365114450454712,
"learning_rate": 1.4038830808619588e-06,
"loss": 0.707,
"step": 330
},
{
"epoch": 0.02176,
"grad_norm": 1.775238037109375,
"learning_rate": 1.4465542991252401e-06,
"loss": 0.7148,
"step": 340
},
{
"epoch": 0.0224,
"grad_norm": 2.691812753677368,
"learning_rate": 1.4892255173885215e-06,
"loss": 0.6986,
"step": 350
},
{
"epoch": 0.02304,
"grad_norm": 1.2819510698318481,
"learning_rate": 1.531896735651803e-06,
"loss": 0.7029,
"step": 360
},
{
"epoch": 0.02368,
"grad_norm": 1.1647347211837769,
"learning_rate": 1.5745679539150842e-06,
"loss": 0.7108,
"step": 370
},
{
"epoch": 0.02432,
"grad_norm": 0.9920722246170044,
"learning_rate": 1.6172391721783658e-06,
"loss": 0.706,
"step": 380
},
{
"epoch": 0.02496,
"grad_norm": 1.785387396812439,
"learning_rate": 1.6599103904416472e-06,
"loss": 0.7048,
"step": 390
},
{
"epoch": 0.0256,
"grad_norm": 1.7709925174713135,
"learning_rate": 1.7025816087049288e-06,
"loss": 0.7035,
"step": 400
}
],
"logging_steps": 10,
"max_steps": 46875,
"num_input_tokens_seen": 0,
"num_train_epochs": 3,
"save_steps": 200,
"stateful_callbacks": {
"EarlyStoppingCallback": {
"args": {
"early_stopping_patience": 3,
"early_stopping_threshold": 0.0
},
"attributes": {
"early_stopping_patience_counter": 0
}
},
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": false
},
"attributes": {}
}
},
"total_flos": 3366473064449280.0,
"train_batch_size": 32,
"trial_name": null,
"trial_params": null
}