20230826105641 / trainer_state.json
dkqjrm's picture
End of training
8451ce8
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 80.0,
"global_step": 2000,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"eval_accuracy": 0.65,
"eval_loss": 0.6077527403831482,
"eval_runtime": 2.8957,
"eval_samples_per_second": 34.534,
"eval_steps_per_second": 4.489,
"step": 25
},
{
"best_epoch": 0,
"best_eval_accuracy": 0.65,
"epoch": 1.0,
"step": 25
},
{
"epoch": 2.0,
"eval_accuracy": 0.66,
"eval_loss": 0.5962929725646973,
"eval_runtime": 2.9223,
"eval_samples_per_second": 34.22,
"eval_steps_per_second": 4.449,
"step": 50
},
{
"best_epoch": 1,
"best_eval_accuracy": 0.66,
"epoch": 2.0,
"step": 50
},
{
"epoch": 3.0,
"eval_accuracy": 0.65,
"eval_loss": 0.6125411987304688,
"eval_runtime": 2.9502,
"eval_samples_per_second": 33.896,
"eval_steps_per_second": 4.407,
"step": 75
},
{
"best_epoch": 1,
"best_eval_accuracy": 0.66,
"epoch": 3.0,
"step": 75
},
{
"epoch": 4.0,
"eval_accuracy": 0.66,
"eval_loss": 0.6042141914367676,
"eval_runtime": 2.9786,
"eval_samples_per_second": 33.573,
"eval_steps_per_second": 4.364,
"step": 100
},
{
"best_epoch": 1,
"best_eval_accuracy": 0.66,
"epoch": 4.0,
"step": 100
},
{
"epoch": 5.0,
"eval_accuracy": 0.66,
"eval_loss": 0.6065436005592346,
"eval_runtime": 2.9992,
"eval_samples_per_second": 33.342,
"eval_steps_per_second": 4.334,
"step": 125
},
{
"best_epoch": 1,
"best_eval_accuracy": 0.66,
"epoch": 5.0,
"step": 125
},
{
"epoch": 6.0,
"eval_accuracy": 0.65,
"eval_loss": 0.6019887328147888,
"eval_runtime": 3.0098,
"eval_samples_per_second": 33.225,
"eval_steps_per_second": 4.319,
"step": 150
},
{
"best_epoch": 1,
"best_eval_accuracy": 0.66,
"epoch": 6.0,
"step": 150
},
{
"epoch": 7.0,
"eval_accuracy": 0.65,
"eval_loss": 0.598693311214447,
"eval_runtime": 3.016,
"eval_samples_per_second": 33.157,
"eval_steps_per_second": 4.31,
"step": 175
},
{
"best_epoch": 1,
"best_eval_accuracy": 0.66,
"epoch": 7.0,
"step": 175
},
{
"epoch": 8.0,
"eval_accuracy": 0.66,
"eval_loss": 0.6016180515289307,
"eval_runtime": 3.0167,
"eval_samples_per_second": 33.149,
"eval_steps_per_second": 4.309,
"step": 200
},
{
"best_epoch": 1,
"best_eval_accuracy": 0.66,
"epoch": 8.0,
"step": 200
},
{
"epoch": 9.0,
"eval_accuracy": 0.66,
"eval_loss": 0.6065845489501953,
"eval_runtime": 3.0194,
"eval_samples_per_second": 33.119,
"eval_steps_per_second": 4.305,
"step": 225
},
{
"best_epoch": 1,
"best_eval_accuracy": 0.66,
"epoch": 9.0,
"step": 225
},
{
"epoch": 10.0,
"eval_accuracy": 0.66,
"eval_loss": 0.6111646294593811,
"eval_runtime": 3.0214,
"eval_samples_per_second": 33.097,
"eval_steps_per_second": 4.303,
"step": 250
},
{
"best_epoch": 1,
"best_eval_accuracy": 0.66,
"epoch": 10.0,
"step": 250
},
{
"epoch": 11.0,
"eval_accuracy": 0.66,
"eval_loss": 0.608534574508667,
"eval_runtime": 3.0216,
"eval_samples_per_second": 33.095,
"eval_steps_per_second": 4.302,
"step": 275
},
{
"best_epoch": 1,
"best_eval_accuracy": 0.66,
"epoch": 11.0,
"step": 275
},
{
"epoch": 12.0,
"eval_accuracy": 0.66,
"eval_loss": 0.5975815057754517,
"eval_runtime": 3.0222,
"eval_samples_per_second": 33.089,
"eval_steps_per_second": 4.302,
"step": 300
},
{
"best_epoch": 1,
"best_eval_accuracy": 0.66,
"epoch": 12.0,
"step": 300
},
{
"epoch": 13.0,
"eval_accuracy": 0.66,
"eval_loss": 0.6074051856994629,
"eval_runtime": 3.0229,
"eval_samples_per_second": 33.081,
"eval_steps_per_second": 4.3,
"step": 325
},
{
"best_epoch": 1,
"best_eval_accuracy": 0.66,
"epoch": 13.0,
"step": 325
},
{
"epoch": 14.0,
"eval_accuracy": 0.65,
"eval_loss": 0.6060487627983093,
"eval_runtime": 3.0206,
"eval_samples_per_second": 33.106,
"eval_steps_per_second": 4.304,
"step": 350
},
{
"best_epoch": 1,
"best_eval_accuracy": 0.66,
"epoch": 14.0,
"step": 350
},
{
"epoch": 15.0,
"eval_accuracy": 0.65,
"eval_loss": 0.6253820061683655,
"eval_runtime": 3.022,
"eval_samples_per_second": 33.09,
"eval_steps_per_second": 4.302,
"step": 375
},
{
"best_epoch": 1,
"best_eval_accuracy": 0.66,
"epoch": 15.0,
"step": 375
},
{
"epoch": 16.0,
"eval_accuracy": 0.66,
"eval_loss": 0.6030685305595398,
"eval_runtime": 3.022,
"eval_samples_per_second": 33.091,
"eval_steps_per_second": 4.302,
"step": 400
},
{
"best_epoch": 1,
"best_eval_accuracy": 0.66,
"epoch": 16.0,
"step": 400
},
{
"epoch": 17.0,
"eval_accuracy": 0.67,
"eval_loss": 0.6011382937431335,
"eval_runtime": 3.0277,
"eval_samples_per_second": 33.028,
"eval_steps_per_second": 4.294,
"step": 425
},
{
"best_epoch": 16,
"best_eval_accuracy": 0.67,
"epoch": 17.0,
"step": 425
},
{
"epoch": 18.0,
"eval_accuracy": 0.66,
"eval_loss": 0.6062633991241455,
"eval_runtime": 3.0243,
"eval_samples_per_second": 33.066,
"eval_steps_per_second": 4.299,
"step": 450
},
{
"best_epoch": 16,
"best_eval_accuracy": 0.67,
"epoch": 18.0,
"step": 450
},
{
"epoch": 19.0,
"eval_accuracy": 0.65,
"eval_loss": 0.6030519008636475,
"eval_runtime": 3.0228,
"eval_samples_per_second": 33.082,
"eval_steps_per_second": 4.301,
"step": 475
},
{
"best_epoch": 16,
"best_eval_accuracy": 0.67,
"epoch": 19.0,
"step": 475
},
{
"epoch": 20.0,
"learning_rate": 0.00075,
"loss": 0.6484,
"step": 500
},
{
"epoch": 20.0,
"eval_accuracy": 0.65,
"eval_loss": 0.6012805700302124,
"eval_runtime": 3.023,
"eval_samples_per_second": 33.08,
"eval_steps_per_second": 4.3,
"step": 500
},
{
"best_epoch": 16,
"best_eval_accuracy": 0.67,
"epoch": 20.0,
"step": 500
},
{
"epoch": 21.0,
"eval_accuracy": 0.65,
"eval_loss": 0.6041200160980225,
"eval_runtime": 3.023,
"eval_samples_per_second": 33.08,
"eval_steps_per_second": 4.3,
"step": 525
},
{
"best_epoch": 16,
"best_eval_accuracy": 0.67,
"epoch": 21.0,
"step": 525
},
{
"epoch": 22.0,
"eval_accuracy": 0.65,
"eval_loss": 0.603689968585968,
"eval_runtime": 3.0216,
"eval_samples_per_second": 33.095,
"eval_steps_per_second": 4.302,
"step": 550
},
{
"best_epoch": 16,
"best_eval_accuracy": 0.67,
"epoch": 22.0,
"step": 550
},
{
"epoch": 23.0,
"eval_accuracy": 0.65,
"eval_loss": 0.6045952439308167,
"eval_runtime": 3.0228,
"eval_samples_per_second": 33.082,
"eval_steps_per_second": 4.301,
"step": 575
},
{
"best_epoch": 16,
"best_eval_accuracy": 0.67,
"epoch": 23.0,
"step": 575
},
{
"epoch": 24.0,
"eval_accuracy": 0.66,
"eval_loss": 0.607201099395752,
"eval_runtime": 3.0236,
"eval_samples_per_second": 33.073,
"eval_steps_per_second": 4.299,
"step": 600
},
{
"best_epoch": 16,
"best_eval_accuracy": 0.67,
"epoch": 24.0,
"step": 600
},
{
"epoch": 25.0,
"eval_accuracy": 0.66,
"eval_loss": 0.598048985004425,
"eval_runtime": 3.0235,
"eval_samples_per_second": 33.075,
"eval_steps_per_second": 4.3,
"step": 625
},
{
"best_epoch": 16,
"best_eval_accuracy": 0.67,
"epoch": 25.0,
"step": 625
},
{
"epoch": 26.0,
"eval_accuracy": 0.64,
"eval_loss": 0.6038631796836853,
"eval_runtime": 3.0246,
"eval_samples_per_second": 33.062,
"eval_steps_per_second": 4.298,
"step": 650
},
{
"best_epoch": 16,
"best_eval_accuracy": 0.67,
"epoch": 26.0,
"step": 650
},
{
"epoch": 27.0,
"eval_accuracy": 0.65,
"eval_loss": 0.6025145053863525,
"eval_runtime": 3.0238,
"eval_samples_per_second": 33.071,
"eval_steps_per_second": 4.299,
"step": 675
},
{
"best_epoch": 16,
"best_eval_accuracy": 0.67,
"epoch": 27.0,
"step": 675
},
{
"epoch": 28.0,
"eval_accuracy": 0.65,
"eval_loss": 0.6062153577804565,
"eval_runtime": 3.0238,
"eval_samples_per_second": 33.071,
"eval_steps_per_second": 4.299,
"step": 700
},
{
"best_epoch": 16,
"best_eval_accuracy": 0.67,
"epoch": 28.0,
"step": 700
},
{
"epoch": 29.0,
"eval_accuracy": 0.64,
"eval_loss": 0.6056156754493713,
"eval_runtime": 3.0237,
"eval_samples_per_second": 33.072,
"eval_steps_per_second": 4.299,
"step": 725
},
{
"best_epoch": 16,
"best_eval_accuracy": 0.67,
"epoch": 29.0,
"step": 725
},
{
"epoch": 30.0,
"eval_accuracy": 0.61,
"eval_loss": 0.6091020703315735,
"eval_runtime": 3.0256,
"eval_samples_per_second": 33.051,
"eval_steps_per_second": 4.297,
"step": 750
},
{
"best_epoch": 16,
"best_eval_accuracy": 0.67,
"epoch": 30.0,
"step": 750
},
{
"epoch": 31.0,
"eval_accuracy": 0.65,
"eval_loss": 0.603661060333252,
"eval_runtime": 3.0236,
"eval_samples_per_second": 33.073,
"eval_steps_per_second": 4.3,
"step": 775
},
{
"best_epoch": 16,
"best_eval_accuracy": 0.67,
"epoch": 31.0,
"step": 775
},
{
"epoch": 32.0,
"eval_accuracy": 0.63,
"eval_loss": 0.6037007570266724,
"eval_runtime": 3.0228,
"eval_samples_per_second": 33.082,
"eval_steps_per_second": 4.301,
"step": 800
},
{
"best_epoch": 16,
"best_eval_accuracy": 0.67,
"epoch": 32.0,
"step": 800
},
{
"epoch": 33.0,
"eval_accuracy": 0.64,
"eval_loss": 0.6175075769424438,
"eval_runtime": 3.0227,
"eval_samples_per_second": 33.083,
"eval_steps_per_second": 4.301,
"step": 825
},
{
"best_epoch": 16,
"best_eval_accuracy": 0.67,
"epoch": 33.0,
"step": 825
},
{
"epoch": 34.0,
"eval_accuracy": 0.62,
"eval_loss": 0.6089429259300232,
"eval_runtime": 3.0249,
"eval_samples_per_second": 33.058,
"eval_steps_per_second": 4.298,
"step": 850
},
{
"best_epoch": 16,
"best_eval_accuracy": 0.67,
"epoch": 34.0,
"step": 850
},
{
"epoch": 35.0,
"eval_accuracy": 0.64,
"eval_loss": 0.6076489090919495,
"eval_runtime": 3.0243,
"eval_samples_per_second": 33.065,
"eval_steps_per_second": 4.299,
"step": 875
},
{
"best_epoch": 16,
"best_eval_accuracy": 0.67,
"epoch": 35.0,
"step": 875
},
{
"epoch": 36.0,
"eval_accuracy": 0.64,
"eval_loss": 0.6072561740875244,
"eval_runtime": 3.0248,
"eval_samples_per_second": 33.06,
"eval_steps_per_second": 4.298,
"step": 900
},
{
"best_epoch": 16,
"best_eval_accuracy": 0.67,
"epoch": 36.0,
"step": 900
},
{
"epoch": 37.0,
"eval_accuracy": 0.64,
"eval_loss": 0.6059485673904419,
"eval_runtime": 3.0219,
"eval_samples_per_second": 33.091,
"eval_steps_per_second": 4.302,
"step": 925
},
{
"best_epoch": 16,
"best_eval_accuracy": 0.67,
"epoch": 37.0,
"step": 925
},
{
"epoch": 38.0,
"eval_accuracy": 0.63,
"eval_loss": 0.6108887195587158,
"eval_runtime": 3.0227,
"eval_samples_per_second": 33.083,
"eval_steps_per_second": 4.301,
"step": 950
},
{
"best_epoch": 16,
"best_eval_accuracy": 0.67,
"epoch": 38.0,
"step": 950
},
{
"epoch": 39.0,
"eval_accuracy": 0.64,
"eval_loss": 0.6089987754821777,
"eval_runtime": 3.0258,
"eval_samples_per_second": 33.049,
"eval_steps_per_second": 4.296,
"step": 975
},
{
"best_epoch": 16,
"best_eval_accuracy": 0.67,
"epoch": 39.0,
"step": 975
},
{
"epoch": 40.0,
"learning_rate": 0.0005,
"loss": 0.6362,
"step": 1000
},
{
"epoch": 40.0,
"eval_accuracy": 0.64,
"eval_loss": 0.608008086681366,
"eval_runtime": 3.0289,
"eval_samples_per_second": 33.016,
"eval_steps_per_second": 4.292,
"step": 1000
},
{
"best_epoch": 16,
"best_eval_accuracy": 0.67,
"epoch": 40.0,
"step": 1000
},
{
"epoch": 41.0,
"eval_accuracy": 0.64,
"eval_loss": 0.5993980169296265,
"eval_runtime": 3.0219,
"eval_samples_per_second": 33.092,
"eval_steps_per_second": 4.302,
"step": 1025
},
{
"best_epoch": 16,
"best_eval_accuracy": 0.67,
"epoch": 41.0,
"step": 1025
},
{
"epoch": 42.0,
"eval_accuracy": 0.64,
"eval_loss": 0.6034057140350342,
"eval_runtime": 3.0231,
"eval_samples_per_second": 33.079,
"eval_steps_per_second": 4.3,
"step": 1050
},
{
"best_epoch": 16,
"best_eval_accuracy": 0.67,
"epoch": 42.0,
"step": 1050
},
{
"epoch": 43.0,
"eval_accuracy": 0.6,
"eval_loss": 0.6113384366035461,
"eval_runtime": 3.0245,
"eval_samples_per_second": 33.063,
"eval_steps_per_second": 4.298,
"step": 1075
},
{
"best_epoch": 16,
"best_eval_accuracy": 0.67,
"epoch": 43.0,
"step": 1075
},
{
"epoch": 44.0,
"eval_accuracy": 0.64,
"eval_loss": 0.6130579113960266,
"eval_runtime": 3.0267,
"eval_samples_per_second": 33.04,
"eval_steps_per_second": 4.295,
"step": 1100
},
{
"best_epoch": 16,
"best_eval_accuracy": 0.67,
"epoch": 44.0,
"step": 1100
},
{
"epoch": 45.0,
"eval_accuracy": 0.61,
"eval_loss": 0.6150393486022949,
"eval_runtime": 3.0244,
"eval_samples_per_second": 33.065,
"eval_steps_per_second": 4.298,
"step": 1125
},
{
"best_epoch": 16,
"best_eval_accuracy": 0.67,
"epoch": 45.0,
"step": 1125
},
{
"epoch": 46.0,
"eval_accuracy": 0.63,
"eval_loss": 0.6114516258239746,
"eval_runtime": 3.0243,
"eval_samples_per_second": 33.066,
"eval_steps_per_second": 4.299,
"step": 1150
},
{
"best_epoch": 16,
"best_eval_accuracy": 0.67,
"epoch": 46.0,
"step": 1150
},
{
"epoch": 47.0,
"eval_accuracy": 0.64,
"eval_loss": 0.6054720878601074,
"eval_runtime": 3.0238,
"eval_samples_per_second": 33.071,
"eval_steps_per_second": 4.299,
"step": 1175
},
{
"best_epoch": 16,
"best_eval_accuracy": 0.67,
"epoch": 47.0,
"step": 1175
},
{
"epoch": 48.0,
"eval_accuracy": 0.64,
"eval_loss": 0.6033183336257935,
"eval_runtime": 3.0267,
"eval_samples_per_second": 33.039,
"eval_steps_per_second": 4.295,
"step": 1200
},
{
"best_epoch": 16,
"best_eval_accuracy": 0.67,
"epoch": 48.0,
"step": 1200
},
{
"epoch": 49.0,
"eval_accuracy": 0.64,
"eval_loss": 0.6046847701072693,
"eval_runtime": 3.0229,
"eval_samples_per_second": 33.081,
"eval_steps_per_second": 4.301,
"step": 1225
},
{
"best_epoch": 16,
"best_eval_accuracy": 0.67,
"epoch": 49.0,
"step": 1225
},
{
"epoch": 50.0,
"eval_accuracy": 0.64,
"eval_loss": 0.6036849617958069,
"eval_runtime": 3.0227,
"eval_samples_per_second": 33.083,
"eval_steps_per_second": 4.301,
"step": 1250
},
{
"best_epoch": 16,
"best_eval_accuracy": 0.67,
"epoch": 50.0,
"step": 1250
},
{
"epoch": 51.0,
"eval_accuracy": 0.63,
"eval_loss": 0.6010092496871948,
"eval_runtime": 3.0225,
"eval_samples_per_second": 33.086,
"eval_steps_per_second": 4.301,
"step": 1275
},
{
"best_epoch": 16,
"best_eval_accuracy": 0.67,
"epoch": 51.0,
"step": 1275
},
{
"epoch": 52.0,
"eval_accuracy": 0.64,
"eval_loss": 0.5987973213195801,
"eval_runtime": 3.0233,
"eval_samples_per_second": 33.077,
"eval_steps_per_second": 4.3,
"step": 1300
},
{
"best_epoch": 16,
"best_eval_accuracy": 0.67,
"epoch": 52.0,
"step": 1300
},
{
"epoch": 53.0,
"eval_accuracy": 0.64,
"eval_loss": 0.5991275906562805,
"eval_runtime": 3.0229,
"eval_samples_per_second": 33.081,
"eval_steps_per_second": 4.3,
"step": 1325
},
{
"best_epoch": 16,
"best_eval_accuracy": 0.67,
"epoch": 53.0,
"step": 1325
},
{
"epoch": 54.0,
"eval_accuracy": 0.64,
"eval_loss": 0.6018882989883423,
"eval_runtime": 3.0234,
"eval_samples_per_second": 33.076,
"eval_steps_per_second": 4.3,
"step": 1350
},
{
"best_epoch": 16,
"best_eval_accuracy": 0.67,
"epoch": 54.0,
"step": 1350
},
{
"epoch": 55.0,
"eval_accuracy": 0.64,
"eval_loss": 0.6002119183540344,
"eval_runtime": 3.0225,
"eval_samples_per_second": 33.085,
"eval_steps_per_second": 4.301,
"step": 1375
},
{
"best_epoch": 16,
"best_eval_accuracy": 0.67,
"epoch": 55.0,
"step": 1375
},
{
"epoch": 56.0,
"eval_accuracy": 0.64,
"eval_loss": 0.6006402373313904,
"eval_runtime": 3.0226,
"eval_samples_per_second": 33.084,
"eval_steps_per_second": 4.301,
"step": 1400
},
{
"best_epoch": 16,
"best_eval_accuracy": 0.67,
"epoch": 56.0,
"step": 1400
},
{
"epoch": 57.0,
"eval_accuracy": 0.63,
"eval_loss": 0.5991740226745605,
"eval_runtime": 3.0248,
"eval_samples_per_second": 33.06,
"eval_steps_per_second": 4.298,
"step": 1425
},
{
"best_epoch": 16,
"best_eval_accuracy": 0.67,
"epoch": 57.0,
"step": 1425
},
{
"epoch": 58.0,
"eval_accuracy": 0.63,
"eval_loss": 0.5991753935813904,
"eval_runtime": 3.0228,
"eval_samples_per_second": 33.082,
"eval_steps_per_second": 4.301,
"step": 1450
},
{
"best_epoch": 16,
"best_eval_accuracy": 0.67,
"epoch": 58.0,
"step": 1450
},
{
"epoch": 59.0,
"eval_accuracy": 0.64,
"eval_loss": 0.5992391109466553,
"eval_runtime": 3.0225,
"eval_samples_per_second": 33.085,
"eval_steps_per_second": 4.301,
"step": 1475
},
{
"best_epoch": 16,
"best_eval_accuracy": 0.67,
"epoch": 59.0,
"step": 1475
},
{
"epoch": 60.0,
"learning_rate": 0.00025,
"loss": 0.6341,
"step": 1500
},
{
"epoch": 60.0,
"eval_accuracy": 0.64,
"eval_loss": 0.6026336550712585,
"eval_runtime": 3.0215,
"eval_samples_per_second": 33.096,
"eval_steps_per_second": 4.302,
"step": 1500
},
{
"best_epoch": 16,
"best_eval_accuracy": 0.67,
"epoch": 60.0,
"step": 1500
},
{
"epoch": 61.0,
"eval_accuracy": 0.64,
"eval_loss": 0.6022050976753235,
"eval_runtime": 3.0236,
"eval_samples_per_second": 33.074,
"eval_steps_per_second": 4.3,
"step": 1525
},
{
"best_epoch": 16,
"best_eval_accuracy": 0.67,
"epoch": 61.0,
"step": 1525
},
{
"epoch": 62.0,
"eval_accuracy": 0.64,
"eval_loss": 0.6025804281234741,
"eval_runtime": 3.0231,
"eval_samples_per_second": 33.078,
"eval_steps_per_second": 4.3,
"step": 1550
},
{
"best_epoch": 16,
"best_eval_accuracy": 0.67,
"epoch": 62.0,
"step": 1550
},
{
"epoch": 63.0,
"eval_accuracy": 0.64,
"eval_loss": 0.6036398410797119,
"eval_runtime": 3.0233,
"eval_samples_per_second": 33.077,
"eval_steps_per_second": 4.3,
"step": 1575
},
{
"best_epoch": 16,
"best_eval_accuracy": 0.67,
"epoch": 63.0,
"step": 1575
},
{
"epoch": 64.0,
"eval_accuracy": 0.64,
"eval_loss": 0.6039140224456787,
"eval_runtime": 3.0225,
"eval_samples_per_second": 33.085,
"eval_steps_per_second": 4.301,
"step": 1600
},
{
"best_epoch": 16,
"best_eval_accuracy": 0.67,
"epoch": 64.0,
"step": 1600
},
{
"epoch": 65.0,
"eval_accuracy": 0.64,
"eval_loss": 0.6040653586387634,
"eval_runtime": 3.0224,
"eval_samples_per_second": 33.086,
"eval_steps_per_second": 4.301,
"step": 1625
},
{
"best_epoch": 16,
"best_eval_accuracy": 0.67,
"epoch": 65.0,
"step": 1625
},
{
"epoch": 66.0,
"eval_accuracy": 0.64,
"eval_loss": 0.6034075021743774,
"eval_runtime": 3.0223,
"eval_samples_per_second": 33.088,
"eval_steps_per_second": 4.301,
"step": 1650
},
{
"best_epoch": 16,
"best_eval_accuracy": 0.67,
"epoch": 66.0,
"step": 1650
},
{
"epoch": 67.0,
"eval_accuracy": 0.64,
"eval_loss": 0.6048703789710999,
"eval_runtime": 3.0235,
"eval_samples_per_second": 33.074,
"eval_steps_per_second": 4.3,
"step": 1675
},
{
"best_epoch": 16,
"best_eval_accuracy": 0.67,
"epoch": 67.0,
"step": 1675
},
{
"epoch": 68.0,
"eval_accuracy": 0.64,
"eval_loss": 0.6027147769927979,
"eval_runtime": 3.0195,
"eval_samples_per_second": 33.118,
"eval_steps_per_second": 4.305,
"step": 1700
},
{
"best_epoch": 16,
"best_eval_accuracy": 0.67,
"epoch": 68.0,
"step": 1700
},
{
"epoch": 69.0,
"eval_accuracy": 0.64,
"eval_loss": 0.6057494878768921,
"eval_runtime": 3.024,
"eval_samples_per_second": 33.069,
"eval_steps_per_second": 4.299,
"step": 1725
},
{
"best_epoch": 16,
"best_eval_accuracy": 0.67,
"epoch": 69.0,
"step": 1725
},
{
"epoch": 70.0,
"eval_accuracy": 0.64,
"eval_loss": 0.6056165099143982,
"eval_runtime": 3.021,
"eval_samples_per_second": 33.102,
"eval_steps_per_second": 4.303,
"step": 1750
},
{
"best_epoch": 16,
"best_eval_accuracy": 0.67,
"epoch": 70.0,
"step": 1750
},
{
"epoch": 71.0,
"eval_accuracy": 0.64,
"eval_loss": 0.6048298478126526,
"eval_runtime": 3.0253,
"eval_samples_per_second": 33.054,
"eval_steps_per_second": 4.297,
"step": 1775
},
{
"best_epoch": 16,
"best_eval_accuracy": 0.67,
"epoch": 71.0,
"step": 1775
},
{
"epoch": 72.0,
"eval_accuracy": 0.64,
"eval_loss": 0.6018526554107666,
"eval_runtime": 3.0215,
"eval_samples_per_second": 33.096,
"eval_steps_per_second": 4.302,
"step": 1800
},
{
"best_epoch": 16,
"best_eval_accuracy": 0.67,
"epoch": 72.0,
"step": 1800
},
{
"epoch": 73.0,
"eval_accuracy": 0.64,
"eval_loss": 0.6020650267601013,
"eval_runtime": 3.0323,
"eval_samples_per_second": 32.978,
"eval_steps_per_second": 4.287,
"step": 1825
},
{
"best_epoch": 16,
"best_eval_accuracy": 0.67,
"epoch": 73.0,
"step": 1825
},
{
"epoch": 74.0,
"eval_accuracy": 0.64,
"eval_loss": 0.6018134951591492,
"eval_runtime": 3.0272,
"eval_samples_per_second": 33.034,
"eval_steps_per_second": 4.294,
"step": 1850
},
{
"best_epoch": 16,
"best_eval_accuracy": 0.67,
"epoch": 74.0,
"step": 1850
},
{
"epoch": 75.0,
"eval_accuracy": 0.64,
"eval_loss": 0.6026907563209534,
"eval_runtime": 3.021,
"eval_samples_per_second": 33.102,
"eval_steps_per_second": 4.303,
"step": 1875
},
{
"best_epoch": 16,
"best_eval_accuracy": 0.67,
"epoch": 75.0,
"step": 1875
},
{
"epoch": 76.0,
"eval_accuracy": 0.64,
"eval_loss": 0.6025264263153076,
"eval_runtime": 3.0229,
"eval_samples_per_second": 33.081,
"eval_steps_per_second": 4.301,
"step": 1900
},
{
"best_epoch": 16,
"best_eval_accuracy": 0.67,
"epoch": 76.0,
"step": 1900
},
{
"epoch": 77.0,
"eval_accuracy": 0.64,
"eval_loss": 0.6021308898925781,
"eval_runtime": 3.0228,
"eval_samples_per_second": 33.082,
"eval_steps_per_second": 4.301,
"step": 1925
},
{
"best_epoch": 16,
"best_eval_accuracy": 0.67,
"epoch": 77.0,
"step": 1925
},
{
"epoch": 78.0,
"eval_accuracy": 0.64,
"eval_loss": 0.6022512316703796,
"eval_runtime": 3.0219,
"eval_samples_per_second": 33.092,
"eval_steps_per_second": 4.302,
"step": 1950
},
{
"best_epoch": 16,
"best_eval_accuracy": 0.67,
"epoch": 78.0,
"step": 1950
},
{
"epoch": 79.0,
"eval_accuracy": 0.64,
"eval_loss": 0.6024240255355835,
"eval_runtime": 3.0204,
"eval_samples_per_second": 33.109,
"eval_steps_per_second": 4.304,
"step": 1975
},
{
"best_epoch": 16,
"best_eval_accuracy": 0.67,
"epoch": 79.0,
"step": 1975
},
{
"epoch": 80.0,
"learning_rate": 0.0,
"loss": 0.626,
"step": 2000
},
{
"epoch": 80.0,
"eval_accuracy": 0.64,
"eval_loss": 0.6023900508880615,
"eval_runtime": 3.0377,
"eval_samples_per_second": 32.92,
"eval_steps_per_second": 4.28,
"step": 2000
},
{
"best_epoch": 16,
"best_eval_accuracy": 0.67,
"epoch": 80.0,
"step": 2000
},
{
"epoch": 80.0,
"step": 2000,
"total_flos": 2.9821702864896e+16,
"train_loss": 0.6361599731445312,
"train_runtime": 1616.4107,
"train_samples_per_second": 19.797,
"train_steps_per_second": 1.237
}
],
"max_steps": 2000,
"num_train_epochs": 80,
"total_flos": 2.9821702864896e+16,
"trial_name": null,
"trial_params": null
}