opus_base_AoN_freq_wce / trainer_state.json
Ethan Sim
Stage best AoN adapt wce model
d10bbd2
raw
history blame
8.14 kB
{
"best_metric": 43.0826,
"best_model_checkpoint": "opus_base_adapt_wce_gloss_train-sampled_prop_0.6_weight_1.5/checkpoint-80000",
"epoch": 3.943217665615142,
"global_step": 80000,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.2,
"learning_rate": 1.9753918572555207e-05,
"loss": 0.2059,
"step": 4000
},
{
"epoch": 0.2,
"eval_bleu": 35.3446,
"eval_gen_len": 40.1457,
"eval_loss": 0.10910351574420929,
"eval_runtime": 196.1214,
"eval_samples_per_second": 5.318,
"eval_steps_per_second": 0.168,
"step": 4000
},
{
"epoch": 0.39,
"learning_rate": 1.950746746845426e-05,
"loss": 0.1726,
"step": 8000
},
{
"epoch": 0.39,
"eval_bleu": 37.4693,
"eval_gen_len": 38.4343,
"eval_loss": 0.10661692172288895,
"eval_runtime": 185.2791,
"eval_samples_per_second": 5.629,
"eval_steps_per_second": 0.178,
"step": 8000
},
{
"epoch": 0.59,
"learning_rate": 1.9261016364353314e-05,
"loss": 0.1657,
"step": 12000
},
{
"epoch": 0.59,
"eval_bleu": 38.9285,
"eval_gen_len": 37.1179,
"eval_loss": 0.10535775870084763,
"eval_runtime": 179.0918,
"eval_samples_per_second": 5.824,
"eval_steps_per_second": 0.184,
"step": 12000
},
{
"epoch": 0.79,
"learning_rate": 1.9014565260252367e-05,
"loss": 0.1602,
"step": 16000
},
{
"epoch": 0.79,
"eval_bleu": 41.3026,
"eval_gen_len": 35.4842,
"eval_loss": 0.10433036834001541,
"eval_runtime": 135.9487,
"eval_samples_per_second": 7.672,
"eval_steps_per_second": 0.243,
"step": 16000
},
{
"epoch": 0.99,
"learning_rate": 1.876811415615142e-05,
"loss": 0.1579,
"step": 20000
},
{
"epoch": 0.99,
"eval_bleu": 41.5544,
"eval_gen_len": 35.0029,
"eval_loss": 0.10376698523759842,
"eval_runtime": 170.9924,
"eval_samples_per_second": 6.1,
"eval_steps_per_second": 0.193,
"step": 20000
},
{
"epoch": 1.18,
"learning_rate": 1.8521786277602524e-05,
"loss": 0.1462,
"step": 24000
},
{
"epoch": 1.18,
"eval_bleu": 41.856,
"eval_gen_len": 35.0441,
"eval_loss": 0.10364395380020142,
"eval_runtime": 145.061,
"eval_samples_per_second": 7.19,
"eval_steps_per_second": 0.227,
"step": 24000
},
{
"epoch": 1.38,
"learning_rate": 1.827545839905363e-05,
"loss": 0.146,
"step": 28000
},
{
"epoch": 1.38,
"eval_bleu": 41.8961,
"eval_gen_len": 34.8571,
"eval_loss": 0.10288944095373154,
"eval_runtime": 217.7773,
"eval_samples_per_second": 4.789,
"eval_steps_per_second": 0.152,
"step": 28000
},
{
"epoch": 1.58,
"learning_rate": 1.8029130520504733e-05,
"loss": 0.1456,
"step": 32000
},
{
"epoch": 1.58,
"eval_bleu": 42.0089,
"eval_gen_len": 35.3337,
"eval_loss": 0.10227638483047485,
"eval_runtime": 225.0758,
"eval_samples_per_second": 4.634,
"eval_steps_per_second": 0.147,
"step": 32000
},
{
"epoch": 1.77,
"learning_rate": 1.7782802641955836e-05,
"loss": 0.1442,
"step": 36000
},
{
"epoch": 1.77,
"eval_bleu": 40.2595,
"eval_gen_len": 37.6098,
"eval_loss": 0.10185742378234863,
"eval_runtime": 135.0722,
"eval_samples_per_second": 7.722,
"eval_steps_per_second": 0.244,
"step": 36000
},
{
"epoch": 1.97,
"learning_rate": 1.7536413150630914e-05,
"loss": 0.1434,
"step": 40000
},
{
"epoch": 1.97,
"eval_bleu": 42.1927,
"eval_gen_len": 34.373,
"eval_loss": 0.10200384259223938,
"eval_runtime": 102.6237,
"eval_samples_per_second": 10.163,
"eval_steps_per_second": 0.322,
"step": 40000
},
{
"epoch": 2.17,
"learning_rate": 1.729008527208202e-05,
"loss": 0.1359,
"step": 44000
},
{
"epoch": 2.17,
"eval_bleu": 40.111,
"eval_gen_len": 37.2148,
"eval_loss": 0.10229738801717758,
"eval_runtime": 164.8297,
"eval_samples_per_second": 6.328,
"eval_steps_per_second": 0.2,
"step": 44000
},
{
"epoch": 2.37,
"learning_rate": 1.70436957807571e-05,
"loss": 0.135,
"step": 48000
},
{
"epoch": 2.37,
"eval_bleu": 42.1318,
"eval_gen_len": 35.3394,
"eval_loss": 0.1021457388997078,
"eval_runtime": 151.08,
"eval_samples_per_second": 6.904,
"eval_steps_per_second": 0.218,
"step": 48000
},
{
"epoch": 2.56,
"learning_rate": 1.679742951498423e-05,
"loss": 0.1339,
"step": 52000
},
{
"epoch": 2.56,
"eval_bleu": 42.4231,
"eval_gen_len": 34.3615,
"eval_loss": 0.10178423672914505,
"eval_runtime": 148.054,
"eval_samples_per_second": 7.045,
"eval_steps_per_second": 0.223,
"step": 52000
},
{
"epoch": 2.76,
"learning_rate": 1.6550978410883283e-05,
"loss": 0.1342,
"step": 56000
},
{
"epoch": 2.76,
"eval_bleu": 42.1116,
"eval_gen_len": 35.9003,
"eval_loss": 0.10168300569057465,
"eval_runtime": 163.2182,
"eval_samples_per_second": 6.39,
"eval_steps_per_second": 0.202,
"step": 56000
},
{
"epoch": 2.96,
"learning_rate": 1.6304650532334386e-05,
"loss": 0.1345,
"step": 60000
},
{
"epoch": 2.96,
"eval_bleu": 42.5261,
"eval_gen_len": 34.0211,
"eval_loss": 0.10101277381181717,
"eval_runtime": 154.3841,
"eval_samples_per_second": 6.756,
"eval_steps_per_second": 0.214,
"step": 60000
},
{
"epoch": 3.15,
"learning_rate": 1.605832265378549e-05,
"loss": 0.1282,
"step": 64000
},
{
"epoch": 3.15,
"eval_bleu": 42.2183,
"eval_gen_len": 35.2656,
"eval_loss": 0.10183349996805191,
"eval_runtime": 155.1849,
"eval_samples_per_second": 6.721,
"eval_steps_per_second": 0.213,
"step": 64000
},
{
"epoch": 3.35,
"learning_rate": 1.581205638801262e-05,
"loss": 0.1276,
"step": 68000
},
{
"epoch": 3.35,
"eval_bleu": 42.8197,
"eval_gen_len": 34.7641,
"eval_loss": 0.10200904309749603,
"eval_runtime": 140.3278,
"eval_samples_per_second": 7.433,
"eval_steps_per_second": 0.235,
"step": 68000
},
{
"epoch": 3.55,
"learning_rate": 1.5565605283911674e-05,
"loss": 0.1265,
"step": 72000
},
{
"epoch": 3.55,
"eval_bleu": 42.3004,
"eval_gen_len": 35.209,
"eval_loss": 0.10207869112491608,
"eval_runtime": 105.974,
"eval_samples_per_second": 9.842,
"eval_steps_per_second": 0.311,
"step": 72000
},
{
"epoch": 3.75,
"learning_rate": 1.5319277405362777e-05,
"loss": 0.1269,
"step": 76000
},
{
"epoch": 3.75,
"eval_bleu": 42.4185,
"eval_gen_len": 35.6155,
"eval_loss": 0.10173621028661728,
"eval_runtime": 126.6351,
"eval_samples_per_second": 8.236,
"eval_steps_per_second": 0.261,
"step": 76000
},
{
"epoch": 3.94,
"learning_rate": 1.507294952681388e-05,
"loss": 0.1277,
"step": 80000
},
{
"epoch": 3.94,
"eval_bleu": 43.0826,
"eval_gen_len": 34.3269,
"eval_loss": 0.10156024992465973,
"eval_runtime": 123.2072,
"eval_samples_per_second": 8.465,
"eval_steps_per_second": 0.268,
"step": 80000
}
],
"max_steps": 324608,
"num_train_epochs": 16,
"total_flos": 1.3796012702564352e+17,
"trial_name": null,
"trial_params": null
}