genderage2 / trainer_state.json
ivensamdh's picture
Training in progress, step 100
a7f62c3
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 8.0,
"global_step": 952,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.08,
"learning_rate": 9.894957983193278e-05,
"loss": 0.5818,
"step": 10
},
{
"epoch": 0.17,
"learning_rate": 9.789915966386555e-05,
"loss": 0.4739,
"step": 20
},
{
"epoch": 0.25,
"learning_rate": 9.684873949579833e-05,
"loss": 0.4468,
"step": 30
},
{
"epoch": 0.34,
"learning_rate": 9.579831932773111e-05,
"loss": 0.4327,
"step": 40
},
{
"epoch": 0.42,
"learning_rate": 9.474789915966387e-05,
"loss": 0.4303,
"step": 50
},
{
"epoch": 0.5,
"learning_rate": 9.369747899159664e-05,
"loss": 0.4184,
"step": 60
},
{
"epoch": 0.59,
"learning_rate": 9.264705882352942e-05,
"loss": 0.4001,
"step": 70
},
{
"epoch": 0.67,
"learning_rate": 9.159663865546218e-05,
"loss": 0.3856,
"step": 80
},
{
"epoch": 0.76,
"learning_rate": 9.054621848739496e-05,
"loss": 0.3843,
"step": 90
},
{
"epoch": 0.84,
"learning_rate": 8.949579831932774e-05,
"loss": 0.3751,
"step": 100
},
{
"epoch": 0.84,
"eval_loss": 0.3845197769571269,
"eval_runtime": 3.5352,
"eval_samples_per_second": 121.067,
"eval_steps_per_second": 15.275,
"step": 100
},
{
"epoch": 0.92,
"learning_rate": 8.84453781512605e-05,
"loss": 0.3852,
"step": 110
},
{
"epoch": 1.01,
"learning_rate": 8.739495798319329e-05,
"loss": 0.3678,
"step": 120
},
{
"epoch": 1.09,
"learning_rate": 8.634453781512606e-05,
"loss": 0.3489,
"step": 130
},
{
"epoch": 1.18,
"learning_rate": 8.529411764705883e-05,
"loss": 0.3346,
"step": 140
},
{
"epoch": 1.26,
"learning_rate": 8.42436974789916e-05,
"loss": 0.3417,
"step": 150
},
{
"epoch": 1.34,
"learning_rate": 8.319327731092437e-05,
"loss": 0.334,
"step": 160
},
{
"epoch": 1.43,
"learning_rate": 8.214285714285714e-05,
"loss": 0.3318,
"step": 170
},
{
"epoch": 1.51,
"learning_rate": 8.109243697478992e-05,
"loss": 0.32,
"step": 180
},
{
"epoch": 1.6,
"learning_rate": 8.00420168067227e-05,
"loss": 0.3125,
"step": 190
},
{
"epoch": 1.68,
"learning_rate": 7.899159663865546e-05,
"loss": 0.3237,
"step": 200
},
{
"epoch": 1.68,
"eval_loss": 0.32147175100431824,
"eval_runtime": 4.3808,
"eval_samples_per_second": 97.7,
"eval_steps_per_second": 12.327,
"step": 200
},
{
"epoch": 1.76,
"learning_rate": 7.794117647058824e-05,
"loss": 0.3103,
"step": 210
},
{
"epoch": 1.85,
"learning_rate": 7.689075630252102e-05,
"loss": 0.3079,
"step": 220
},
{
"epoch": 1.93,
"learning_rate": 7.584033613445379e-05,
"loss": 0.3046,
"step": 230
},
{
"epoch": 2.02,
"learning_rate": 7.478991596638657e-05,
"loss": 0.3002,
"step": 240
},
{
"epoch": 2.1,
"learning_rate": 7.373949579831933e-05,
"loss": 0.2845,
"step": 250
},
{
"epoch": 2.18,
"learning_rate": 7.26890756302521e-05,
"loss": 0.2738,
"step": 260
},
{
"epoch": 2.27,
"learning_rate": 7.163865546218488e-05,
"loss": 0.2752,
"step": 270
},
{
"epoch": 2.35,
"learning_rate": 7.058823529411765e-05,
"loss": 0.2737,
"step": 280
},
{
"epoch": 2.44,
"learning_rate": 6.953781512605042e-05,
"loss": 0.2757,
"step": 290
},
{
"epoch": 2.52,
"learning_rate": 6.84873949579832e-05,
"loss": 0.2812,
"step": 300
},
{
"epoch": 2.52,
"eval_loss": 0.30918010934225554,
"eval_runtime": 4.0582,
"eval_samples_per_second": 105.466,
"eval_steps_per_second": 13.306,
"step": 300
},
{
"epoch": 2.61,
"learning_rate": 6.743697478991598e-05,
"loss": 0.2727,
"step": 310
},
{
"epoch": 2.69,
"learning_rate": 6.638655462184874e-05,
"loss": 0.27,
"step": 320
},
{
"epoch": 2.77,
"learning_rate": 6.533613445378152e-05,
"loss": 0.2669,
"step": 330
},
{
"epoch": 2.86,
"learning_rate": 6.428571428571429e-05,
"loss": 0.2613,
"step": 340
},
{
"epoch": 2.94,
"learning_rate": 6.323529411764705e-05,
"loss": 0.2671,
"step": 350
},
{
"epoch": 3.03,
"learning_rate": 6.218487394957983e-05,
"loss": 0.2649,
"step": 360
},
{
"epoch": 3.11,
"learning_rate": 6.113445378151261e-05,
"loss": 0.249,
"step": 370
},
{
"epoch": 3.19,
"learning_rate": 6.008403361344538e-05,
"loss": 0.2442,
"step": 380
},
{
"epoch": 3.28,
"learning_rate": 5.9033613445378156e-05,
"loss": 0.2476,
"step": 390
},
{
"epoch": 3.36,
"learning_rate": 5.7983193277310935e-05,
"loss": 0.2441,
"step": 400
},
{
"epoch": 3.36,
"eval_loss": 0.29600601734145254,
"eval_runtime": 4.0145,
"eval_samples_per_second": 106.614,
"eval_steps_per_second": 13.451,
"step": 400
},
{
"epoch": 3.45,
"learning_rate": 5.69327731092437e-05,
"loss": 0.2413,
"step": 410
},
{
"epoch": 3.53,
"learning_rate": 5.588235294117647e-05,
"loss": 0.252,
"step": 420
},
{
"epoch": 3.61,
"learning_rate": 5.483193277310925e-05,
"loss": 0.2421,
"step": 430
},
{
"epoch": 3.7,
"learning_rate": 5.378151260504202e-05,
"loss": 0.2556,
"step": 440
},
{
"epoch": 3.78,
"learning_rate": 5.2731092436974796e-05,
"loss": 0.2351,
"step": 450
},
{
"epoch": 3.87,
"learning_rate": 5.168067226890757e-05,
"loss": 0.2447,
"step": 460
},
{
"epoch": 3.95,
"learning_rate": 5.0630252100840334e-05,
"loss": 0.2365,
"step": 470
},
{
"epoch": 4.03,
"learning_rate": 4.957983193277311e-05,
"loss": 0.2312,
"step": 480
},
{
"epoch": 4.12,
"learning_rate": 4.8529411764705885e-05,
"loss": 0.2276,
"step": 490
},
{
"epoch": 4.2,
"learning_rate": 4.747899159663866e-05,
"loss": 0.2268,
"step": 500
},
{
"epoch": 4.2,
"eval_loss": 0.28844825865122026,
"eval_runtime": 4.1301,
"eval_samples_per_second": 103.629,
"eval_steps_per_second": 13.075,
"step": 500
},
{
"epoch": 4.29,
"learning_rate": 4.642857142857143e-05,
"loss": 0.2269,
"step": 510
},
{
"epoch": 4.37,
"learning_rate": 4.53781512605042e-05,
"loss": 0.2307,
"step": 520
},
{
"epoch": 4.45,
"learning_rate": 4.4327731092436974e-05,
"loss": 0.2209,
"step": 530
},
{
"epoch": 4.54,
"learning_rate": 4.327731092436975e-05,
"loss": 0.2231,
"step": 540
},
{
"epoch": 4.62,
"learning_rate": 4.2226890756302525e-05,
"loss": 0.2276,
"step": 550
},
{
"epoch": 4.71,
"learning_rate": 4.11764705882353e-05,
"loss": 0.2215,
"step": 560
},
{
"epoch": 4.79,
"learning_rate": 4.012605042016807e-05,
"loss": 0.2159,
"step": 570
},
{
"epoch": 4.87,
"learning_rate": 3.907563025210084e-05,
"loss": 0.2256,
"step": 580
},
{
"epoch": 4.96,
"learning_rate": 3.8025210084033614e-05,
"loss": 0.2209,
"step": 590
},
{
"epoch": 5.04,
"learning_rate": 3.697478991596639e-05,
"loss": 0.2236,
"step": 600
},
{
"epoch": 5.04,
"eval_loss": 0.28733093379126323,
"eval_runtime": 4.0382,
"eval_samples_per_second": 105.987,
"eval_steps_per_second": 13.372,
"step": 600
},
{
"epoch": 5.13,
"learning_rate": 3.592436974789916e-05,
"loss": 0.2134,
"step": 610
},
{
"epoch": 5.21,
"learning_rate": 3.487394957983193e-05,
"loss": 0.2092,
"step": 620
},
{
"epoch": 5.29,
"learning_rate": 3.382352941176471e-05,
"loss": 0.2103,
"step": 630
},
{
"epoch": 5.38,
"learning_rate": 3.277310924369748e-05,
"loss": 0.2131,
"step": 640
},
{
"epoch": 5.46,
"learning_rate": 3.1722689075630254e-05,
"loss": 0.2091,
"step": 650
},
{
"epoch": 5.55,
"learning_rate": 3.0672268907563026e-05,
"loss": 0.2128,
"step": 660
},
{
"epoch": 5.63,
"learning_rate": 2.96218487394958e-05,
"loss": 0.2085,
"step": 670
},
{
"epoch": 5.71,
"learning_rate": 2.857142857142857e-05,
"loss": 0.207,
"step": 680
},
{
"epoch": 5.8,
"learning_rate": 2.7521008403361346e-05,
"loss": 0.2003,
"step": 690
},
{
"epoch": 5.88,
"learning_rate": 2.647058823529412e-05,
"loss": 0.2027,
"step": 700
},
{
"epoch": 5.88,
"eval_loss": 0.2859314660902927,
"eval_runtime": 4.3959,
"eval_samples_per_second": 97.363,
"eval_steps_per_second": 12.284,
"step": 700
},
{
"epoch": 5.97,
"learning_rate": 2.542016806722689e-05,
"loss": 0.2073,
"step": 710
},
{
"epoch": 6.05,
"learning_rate": 2.4369747899159663e-05,
"loss": 0.2119,
"step": 720
},
{
"epoch": 6.13,
"learning_rate": 2.331932773109244e-05,
"loss": 0.1967,
"step": 730
},
{
"epoch": 6.22,
"learning_rate": 2.226890756302521e-05,
"loss": 0.199,
"step": 740
},
{
"epoch": 6.3,
"learning_rate": 2.1218487394957983e-05,
"loss": 0.2012,
"step": 750
},
{
"epoch": 6.39,
"learning_rate": 2.016806722689076e-05,
"loss": 0.195,
"step": 760
},
{
"epoch": 6.47,
"learning_rate": 1.9117647058823528e-05,
"loss": 0.1952,
"step": 770
},
{
"epoch": 6.55,
"learning_rate": 1.8067226890756303e-05,
"loss": 0.1985,
"step": 780
},
{
"epoch": 6.64,
"learning_rate": 1.7016806722689076e-05,
"loss": 0.1947,
"step": 790
},
{
"epoch": 6.72,
"learning_rate": 1.5966386554621848e-05,
"loss": 0.2024,
"step": 800
},
{
"epoch": 6.72,
"eval_loss": 0.2877343659552041,
"eval_runtime": 3.8576,
"eval_samples_per_second": 110.95,
"eval_steps_per_second": 13.998,
"step": 800
},
{
"epoch": 6.81,
"learning_rate": 1.4915966386554622e-05,
"loss": 0.2005,
"step": 810
},
{
"epoch": 6.89,
"learning_rate": 1.3865546218487396e-05,
"loss": 0.1978,
"step": 820
},
{
"epoch": 6.97,
"learning_rate": 1.2815126050420168e-05,
"loss": 0.1956,
"step": 830
},
{
"epoch": 7.06,
"learning_rate": 1.1764705882352942e-05,
"loss": 0.2002,
"step": 840
},
{
"epoch": 7.14,
"learning_rate": 1.0714285714285714e-05,
"loss": 0.1944,
"step": 850
},
{
"epoch": 7.23,
"learning_rate": 9.663865546218488e-06,
"loss": 0.1948,
"step": 860
},
{
"epoch": 7.31,
"learning_rate": 8.61344537815126e-06,
"loss": 0.1934,
"step": 870
},
{
"epoch": 7.39,
"learning_rate": 7.563025210084033e-06,
"loss": 0.1954,
"step": 880
},
{
"epoch": 7.48,
"learning_rate": 6.512605042016807e-06,
"loss": 0.1972,
"step": 890
},
{
"epoch": 7.56,
"learning_rate": 5.46218487394958e-06,
"loss": 0.1952,
"step": 900
},
{
"epoch": 7.56,
"eval_loss": 0.28674467348030147,
"eval_runtime": 3.9339,
"eval_samples_per_second": 108.799,
"eval_steps_per_second": 13.727,
"step": 900
},
{
"epoch": 7.65,
"learning_rate": 4.411764705882353e-06,
"loss": 0.197,
"step": 910
},
{
"epoch": 7.73,
"learning_rate": 3.361344537815126e-06,
"loss": 0.1899,
"step": 920
},
{
"epoch": 7.82,
"learning_rate": 2.3109243697478996e-06,
"loss": 0.192,
"step": 930
},
{
"epoch": 7.9,
"learning_rate": 1.2605042016806724e-06,
"loss": 0.1943,
"step": 940
},
{
"epoch": 7.98,
"learning_rate": 2.1008403361344538e-07,
"loss": 0.1908,
"step": 950
},
{
"epoch": 8.0,
"step": 952,
"total_flos": 8.103143399735624e+17,
"train_loss": 0.2614198288559413,
"train_runtime": 441.6283,
"train_samples_per_second": 23.676,
"train_steps_per_second": 2.156
}
],
"max_steps": 952,
"num_train_epochs": 8,
"total_flos": 8.103143399735624e+17,
"trial_name": null,
"trial_params": null
}