QA-MaterialsBERT-seed12 / trainer_state.json
TomJ-G's picture
Upload 18 files
1f7244b verified
Raw History Blame Contribute Delete
5.96 kB
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 2.0,
"global_step": 22128,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.05,
"learning_rate": 4.887020968908171e-05,
"loss": 2.9996,
"step": 500
},
{
"epoch": 0.09,
"learning_rate": 4.7740419378163416e-05,
"loss": 2.3319,
"step": 1000
},
{
"epoch": 0.14,
"learning_rate": 4.661062906724512e-05,
"loss": 2.1701,
"step": 1500
},
{
"epoch": 0.18,
"learning_rate": 4.548083875632683e-05,
"loss": 2.0354,
"step": 2000
},
{
"epoch": 0.23,
"learning_rate": 4.4351048445408536e-05,
"loss": 1.9541,
"step": 2500
},
{
"epoch": 0.27,
"learning_rate": 4.322125813449024e-05,
"loss": 1.8943,
"step": 3000
},
{
"epoch": 0.32,
"learning_rate": 4.209146782357194e-05,
"loss": 1.8835,
"step": 3500
},
{
"epoch": 0.36,
"learning_rate": 4.096167751265365e-05,
"loss": 1.8138,
"step": 4000
},
{
"epoch": 0.41,
"learning_rate": 3.9831887201735355e-05,
"loss": 1.8035,
"step": 4500
},
{
"epoch": 0.45,
"learning_rate": 3.870209689081707e-05,
"loss": 1.732,
"step": 5000
},
{
"epoch": 0.5,
"learning_rate": 3.7572306579898775e-05,
"loss": 1.7372,
"step": 5500
},
{
"epoch": 0.54,
"learning_rate": 3.644251626898048e-05,
"loss": 1.7036,
"step": 6000
},
{
"epoch": 0.59,
"learning_rate": 3.531272595806219e-05,
"loss": 1.7085,
"step": 6500
},
{
"epoch": 0.63,
"learning_rate": 3.4182935647143895e-05,
"loss": 1.6925,
"step": 7000
},
{
"epoch": 0.68,
"learning_rate": 3.30531453362256e-05,
"loss": 1.6173,
"step": 7500
},
{
"epoch": 0.72,
"learning_rate": 3.192335502530731e-05,
"loss": 1.6409,
"step": 8000
},
{
"epoch": 0.77,
"learning_rate": 3.079356471438901e-05,
"loss": 1.6013,
"step": 8500
},
{
"epoch": 0.81,
"learning_rate": 2.9663774403470718e-05,
"loss": 1.6104,
"step": 9000
},
{
"epoch": 0.86,
"learning_rate": 2.8533984092552425e-05,
"loss": 1.59,
"step": 9500
},
{
"epoch": 0.9,
"learning_rate": 2.740419378163413e-05,
"loss": 1.5617,
"step": 10000
},
{
"epoch": 0.95,
"learning_rate": 2.6274403470715835e-05,
"loss": 1.5646,
"step": 10500
},
{
"epoch": 0.99,
"learning_rate": 2.514461315979754e-05,
"loss": 1.5452,
"step": 11000
},
{
"epoch": 1.04,
"learning_rate": 2.4014822848879248e-05,
"loss": 1.3452,
"step": 11500
},
{
"epoch": 1.08,
"learning_rate": 2.2885032537960955e-05,
"loss": 1.3119,
"step": 12000
},
{
"epoch": 1.13,
"learning_rate": 2.1755242227042665e-05,
"loss": 1.2932,
"step": 12500
},
{
"epoch": 1.17,
"learning_rate": 2.0625451916124368e-05,
"loss": 1.253,
"step": 13000
},
{
"epoch": 1.22,
"learning_rate": 1.9495661605206075e-05,
"loss": 1.2879,
"step": 13500
},
{
"epoch": 1.27,
"learning_rate": 1.836587129428778e-05,
"loss": 1.2861,
"step": 14000
},
{
"epoch": 1.31,
"learning_rate": 1.7236080983369488e-05,
"loss": 1.2526,
"step": 14500
},
{
"epoch": 1.36,
"learning_rate": 1.6106290672451194e-05,
"loss": 1.2673,
"step": 15000
},
{
"epoch": 1.4,
"learning_rate": 1.49765003615329e-05,
"loss": 1.263,
"step": 15500
},
{
"epoch": 1.45,
"learning_rate": 1.3846710050614606e-05,
"loss": 1.2778,
"step": 16000
},
{
"epoch": 1.49,
"learning_rate": 1.2716919739696313e-05,
"loss": 1.2665,
"step": 16500
},
{
"epoch": 1.54,
"learning_rate": 1.158712942877802e-05,
"loss": 1.2543,
"step": 17000
},
{
"epoch": 1.58,
"learning_rate": 1.0457339117859726e-05,
"loss": 1.244,
"step": 17500
},
{
"epoch": 1.63,
"learning_rate": 9.32754880694143e-06,
"loss": 1.2601,
"step": 18000
},
{
"epoch": 1.67,
"learning_rate": 8.197758496023139e-06,
"loss": 1.2237,
"step": 18500
},
{
"epoch": 1.72,
"learning_rate": 7.067968185104845e-06,
"loss": 1.2333,
"step": 19000
},
{
"epoch": 1.76,
"learning_rate": 5.9381778741865515e-06,
"loss": 1.2414,
"step": 19500
},
{
"epoch": 1.81,
"learning_rate": 4.808387563268257e-06,
"loss": 1.2307,
"step": 20000
},
{
"epoch": 1.85,
"learning_rate": 3.678597252349964e-06,
"loss": 1.2187,
"step": 20500
},
{
"epoch": 1.9,
"learning_rate": 2.54880694143167e-06,
"loss": 1.2226,
"step": 21000
},
{
"epoch": 1.94,
"learning_rate": 1.4190166305133768e-06,
"loss": 1.1874,
"step": 21500
},
{
"epoch": 1.99,
"learning_rate": 2.8922631959508315e-07,
"loss": 1.1936,
"step": 22000
},
{
"epoch": 2.0,
"step": 22128,
"total_flos": 5.203777169748787e+16,
"train_loss": 1.539172684896363,
"train_runtime": 4859.3462,
"train_samples_per_second": 54.644,
"train_steps_per_second": 4.554
}
],
"max_steps": 22128,
"num_train_epochs": 2,
"total_flos": 5.203777169748787e+16,
"trial_name": null,
"trial_params": null
}