deberta-base-squad / trainer_state.json
jimypbr's picture
End of training
11f556e
raw history blame
No virus
17.2 kB
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 2.0,
"global_step": 1382,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.01,
"learning_rate": 1.7341040462427746e-06,
"loss": 6.1875,
"step": 10
},
{
"epoch": 0.03,
"learning_rate": 3.468208092485549e-06,
"loss": 5.6434,
"step": 20
},
{
"epoch": 0.04,
"learning_rate": 5.202312138728324e-06,
"loss": 5.1445,
"step": 30
},
{
"epoch": 0.06,
"learning_rate": 6.936416184971098e-06,
"loss": 4.9082,
"step": 40
},
{
"epoch": 0.07,
"learning_rate": 8.670520231213873e-06,
"loss": 4.6742,
"step": 50
},
{
"epoch": 0.09,
"learning_rate": 1.0404624277456647e-05,
"loss": 4.0891,
"step": 60
},
{
"epoch": 0.1,
"learning_rate": 1.2138728323699422e-05,
"loss": 3.7152,
"step": 70
},
{
"epoch": 0.12,
"learning_rate": 1.3872832369942197e-05,
"loss": 3.3334,
"step": 80
},
{
"epoch": 0.13,
"learning_rate": 1.560693641618497e-05,
"loss": 2.2468,
"step": 90
},
{
"epoch": 0.14,
"learning_rate": 1.7341040462427746e-05,
"loss": 1.7937,
"step": 100
},
{
"epoch": 0.16,
"learning_rate": 1.9075144508670522e-05,
"loss": 1.8321,
"step": 110
},
{
"epoch": 0.17,
"learning_rate": 2.0809248554913295e-05,
"loss": 1.4568,
"step": 120
},
{
"epoch": 0.19,
"learning_rate": 2.2543352601156068e-05,
"loss": 1.3031,
"step": 130
},
{
"epoch": 0.2,
"learning_rate": 2.4277456647398844e-05,
"loss": 1.0809,
"step": 140
},
{
"epoch": 0.22,
"learning_rate": 2.601156069364162e-05,
"loss": 1.4456,
"step": 150
},
{
"epoch": 0.23,
"learning_rate": 2.7745664739884393e-05,
"loss": 1.5199,
"step": 160
},
{
"epoch": 0.25,
"learning_rate": 2.9479768786127166e-05,
"loss": 0.9764,
"step": 170
},
{
"epoch": 0.26,
"learning_rate": 3.121387283236994e-05,
"loss": 1.2064,
"step": 180
},
{
"epoch": 0.27,
"learning_rate": 3.294797687861272e-05,
"loss": 1.0915,
"step": 190
},
{
"epoch": 0.29,
"learning_rate": 3.468208092485549e-05,
"loss": 1.3032,
"step": 200
},
{
"epoch": 0.3,
"learning_rate": 3.6416184971098265e-05,
"loss": 1.0709,
"step": 210
},
{
"epoch": 0.32,
"learning_rate": 3.8150289017341044e-05,
"loss": 1.6387,
"step": 220
},
{
"epoch": 0.33,
"learning_rate": 3.988439306358381e-05,
"loss": 1.2317,
"step": 230
},
{
"epoch": 0.35,
"learning_rate": 4.161849710982659e-05,
"loss": 1.0637,
"step": 240
},
{
"epoch": 0.36,
"learning_rate": 4.335260115606937e-05,
"loss": 1.0287,
"step": 250
},
{
"epoch": 0.38,
"learning_rate": 4.5086705202312136e-05,
"loss": 1.074,
"step": 260
},
{
"epoch": 0.39,
"learning_rate": 4.6820809248554915e-05,
"loss": 0.868,
"step": 270
},
{
"epoch": 0.41,
"learning_rate": 4.855491329479769e-05,
"loss": 0.8482,
"step": 280
},
{
"epoch": 0.42,
"learning_rate": 5.028901734104046e-05,
"loss": 1.2787,
"step": 290
},
{
"epoch": 0.43,
"learning_rate": 5.202312138728324e-05,
"loss": 1.1221,
"step": 300
},
{
"epoch": 0.45,
"learning_rate": 5.3757225433526014e-05,
"loss": 0.9836,
"step": 310
},
{
"epoch": 0.46,
"learning_rate": 5.5491329479768787e-05,
"loss": 1.5154,
"step": 320
},
{
"epoch": 0.48,
"learning_rate": 5.7225433526011566e-05,
"loss": 0.9228,
"step": 330
},
{
"epoch": 0.49,
"learning_rate": 5.895953757225433e-05,
"loss": 0.5593,
"step": 340
},
{
"epoch": 0.51,
"learning_rate": 5.976833976833977e-05,
"loss": 0.8908,
"step": 350
},
{
"epoch": 0.52,
"learning_rate": 5.9189189189189195e-05,
"loss": 0.9526,
"step": 360
},
{
"epoch": 0.54,
"learning_rate": 5.861003861003862e-05,
"loss": 1.2775,
"step": 370
},
{
"epoch": 0.55,
"learning_rate": 5.8030888030888026e-05,
"loss": 1.1524,
"step": 380
},
{
"epoch": 0.56,
"learning_rate": 5.745173745173745e-05,
"loss": 1.2414,
"step": 390
},
{
"epoch": 0.58,
"learning_rate": 5.687258687258687e-05,
"loss": 1.1137,
"step": 400
},
{
"epoch": 0.59,
"learning_rate": 5.629343629343629e-05,
"loss": 0.9212,
"step": 410
},
{
"epoch": 0.61,
"learning_rate": 5.5714285714285715e-05,
"loss": 1.0503,
"step": 420
},
{
"epoch": 0.62,
"learning_rate": 5.513513513513514e-05,
"loss": 0.9738,
"step": 430
},
{
"epoch": 0.64,
"learning_rate": 5.455598455598455e-05,
"loss": 1.2703,
"step": 440
},
{
"epoch": 0.65,
"learning_rate": 5.3976833976833975e-05,
"loss": 1.086,
"step": 450
},
{
"epoch": 0.67,
"learning_rate": 5.33976833976834e-05,
"loss": 0.8879,
"step": 460
},
{
"epoch": 0.68,
"learning_rate": 5.281853281853282e-05,
"loss": 0.8404,
"step": 470
},
{
"epoch": 0.69,
"learning_rate": 5.223938223938224e-05,
"loss": 0.775,
"step": 480
},
{
"epoch": 0.71,
"learning_rate": 5.166023166023166e-05,
"loss": 1.2602,
"step": 490
},
{
"epoch": 0.72,
"learning_rate": 5.108108108108108e-05,
"loss": 1.2931,
"step": 500
},
{
"epoch": 0.74,
"learning_rate": 5.05019305019305e-05,
"loss": 1.1383,
"step": 510
},
{
"epoch": 0.75,
"learning_rate": 4.9922779922779924e-05,
"loss": 0.7263,
"step": 520
},
{
"epoch": 0.77,
"learning_rate": 4.9343629343629346e-05,
"loss": 0.5444,
"step": 530
},
{
"epoch": 0.78,
"learning_rate": 4.876447876447877e-05,
"loss": 0.8266,
"step": 540
},
{
"epoch": 0.8,
"learning_rate": 4.8185328185328184e-05,
"loss": 1.0101,
"step": 550
},
{
"epoch": 0.81,
"learning_rate": 4.7606177606177606e-05,
"loss": 0.8983,
"step": 560
},
{
"epoch": 0.82,
"learning_rate": 4.702702702702703e-05,
"loss": 0.5349,
"step": 570
},
{
"epoch": 0.84,
"learning_rate": 4.644787644787645e-05,
"loss": 0.7786,
"step": 580
},
{
"epoch": 0.85,
"learning_rate": 4.586872586872587e-05,
"loss": 0.8275,
"step": 590
},
{
"epoch": 0.87,
"learning_rate": 4.5289575289575295e-05,
"loss": 0.8844,
"step": 600
},
{
"epoch": 0.88,
"learning_rate": 4.471042471042471e-05,
"loss": 1.1885,
"step": 610
},
{
"epoch": 0.9,
"learning_rate": 4.413127413127413e-05,
"loss": 0.8453,
"step": 620
},
{
"epoch": 0.91,
"learning_rate": 4.3552123552123555e-05,
"loss": 0.7368,
"step": 630
},
{
"epoch": 0.93,
"learning_rate": 4.297297297297298e-05,
"loss": 1.0366,
"step": 640
},
{
"epoch": 0.94,
"learning_rate": 4.23938223938224e-05,
"loss": 0.4579,
"step": 650
},
{
"epoch": 0.96,
"learning_rate": 4.181467181467182e-05,
"loss": 0.873,
"step": 660
},
{
"epoch": 0.97,
"learning_rate": 4.123552123552124e-05,
"loss": 1.0861,
"step": 670
},
{
"epoch": 0.98,
"learning_rate": 4.065637065637066e-05,
"loss": 0.7572,
"step": 680
},
{
"epoch": 1.0,
"learning_rate": 4.0077220077220075e-05,
"loss": 0.7174,
"step": 690
},
{
"epoch": 1.01,
"learning_rate": 3.94980694980695e-05,
"loss": 0.4577,
"step": 700
},
{
"epoch": 1.03,
"learning_rate": 3.891891891891892e-05,
"loss": 0.6622,
"step": 710
},
{
"epoch": 1.04,
"learning_rate": 3.833976833976834e-05,
"loss": 0.3438,
"step": 720
},
{
"epoch": 1.06,
"learning_rate": 3.776061776061776e-05,
"loss": 0.7274,
"step": 730
},
{
"epoch": 1.07,
"learning_rate": 3.718146718146718e-05,
"loss": 0.6925,
"step": 740
},
{
"epoch": 1.09,
"learning_rate": 3.66023166023166e-05,
"loss": 0.6156,
"step": 750
},
{
"epoch": 1.1,
"learning_rate": 3.6023166023166024e-05,
"loss": 0.8509,
"step": 760
},
{
"epoch": 1.11,
"learning_rate": 3.5444015444015446e-05,
"loss": 0.5898,
"step": 770
},
{
"epoch": 1.13,
"learning_rate": 3.486486486486486e-05,
"loss": 0.7896,
"step": 780
},
{
"epoch": 1.14,
"learning_rate": 3.4285714285714284e-05,
"loss": 0.6095,
"step": 790
},
{
"epoch": 1.16,
"learning_rate": 3.3706563706563706e-05,
"loss": 0.7593,
"step": 800
},
{
"epoch": 1.17,
"learning_rate": 3.312741312741313e-05,
"loss": 0.7934,
"step": 810
},
{
"epoch": 1.19,
"learning_rate": 3.254826254826255e-05,
"loss": 0.6189,
"step": 820
},
{
"epoch": 1.2,
"learning_rate": 3.196911196911197e-05,
"loss": 0.8726,
"step": 830
},
{
"epoch": 1.22,
"learning_rate": 3.138996138996139e-05,
"loss": 1.0715,
"step": 840
},
{
"epoch": 1.23,
"learning_rate": 3.081081081081081e-05,
"loss": 0.8481,
"step": 850
},
{
"epoch": 1.24,
"learning_rate": 3.0231660231660233e-05,
"loss": 0.906,
"step": 860
},
{
"epoch": 1.26,
"learning_rate": 2.9652509652509655e-05,
"loss": 0.727,
"step": 870
},
{
"epoch": 1.27,
"learning_rate": 2.9073359073359074e-05,
"loss": 1.1817,
"step": 880
},
{
"epoch": 1.29,
"learning_rate": 2.8494208494208496e-05,
"loss": 0.8072,
"step": 890
},
{
"epoch": 1.3,
"learning_rate": 2.7915057915057918e-05,
"loss": 0.9308,
"step": 900
},
{
"epoch": 1.32,
"learning_rate": 2.7335907335907337e-05,
"loss": 0.2952,
"step": 910
},
{
"epoch": 1.33,
"learning_rate": 2.6756756756756756e-05,
"loss": 0.7024,
"step": 920
},
{
"epoch": 1.35,
"learning_rate": 2.6177606177606178e-05,
"loss": 0.6619,
"step": 930
},
{
"epoch": 1.36,
"learning_rate": 2.5598455598455597e-05,
"loss": 0.5304,
"step": 940
},
{
"epoch": 1.37,
"learning_rate": 2.501930501930502e-05,
"loss": 0.4559,
"step": 950
},
{
"epoch": 1.39,
"learning_rate": 2.444015444015444e-05,
"loss": 0.7422,
"step": 960
},
{
"epoch": 1.4,
"learning_rate": 2.386100386100386e-05,
"loss": 0.7257,
"step": 970
},
{
"epoch": 1.42,
"learning_rate": 2.3281853281853282e-05,
"loss": 0.6573,
"step": 980
},
{
"epoch": 1.43,
"learning_rate": 2.2702702702702705e-05,
"loss": 0.7282,
"step": 990
},
{
"epoch": 1.45,
"learning_rate": 2.2123552123552123e-05,
"loss": 0.6065,
"step": 1000
},
{
"epoch": 1.46,
"learning_rate": 2.1544401544401546e-05,
"loss": 0.5585,
"step": 1010
},
{
"epoch": 1.48,
"learning_rate": 2.0965250965250968e-05,
"loss": 0.8342,
"step": 1020
},
{
"epoch": 1.49,
"learning_rate": 2.0386100386100387e-05,
"loss": 0.7599,
"step": 1030
},
{
"epoch": 1.51,
"learning_rate": 1.980694980694981e-05,
"loss": 0.7969,
"step": 1040
},
{
"epoch": 1.52,
"learning_rate": 1.922779922779923e-05,
"loss": 0.5474,
"step": 1050
},
{
"epoch": 1.53,
"learning_rate": 1.864864864864865e-05,
"loss": 0.8421,
"step": 1060
},
{
"epoch": 1.55,
"learning_rate": 1.806949806949807e-05,
"loss": 0.565,
"step": 1070
},
{
"epoch": 1.56,
"learning_rate": 1.7490347490347488e-05,
"loss": 0.3672,
"step": 1080
},
{
"epoch": 1.58,
"learning_rate": 1.691119691119691e-05,
"loss": 0.505,
"step": 1090
},
{
"epoch": 1.59,
"learning_rate": 1.6332046332046332e-05,
"loss": 0.5057,
"step": 1100
},
{
"epoch": 1.61,
"learning_rate": 1.575289575289575e-05,
"loss": 0.7104,
"step": 1110
},
{
"epoch": 1.62,
"learning_rate": 1.5173745173745173e-05,
"loss": 0.6253,
"step": 1120
},
{
"epoch": 1.64,
"learning_rate": 1.4594594594594596e-05,
"loss": 0.9309,
"step": 1130
},
{
"epoch": 1.65,
"learning_rate": 1.4015444015444016e-05,
"loss": 0.7422,
"step": 1140
},
{
"epoch": 1.66,
"learning_rate": 1.3436293436293437e-05,
"loss": 0.6471,
"step": 1150
},
{
"epoch": 1.68,
"learning_rate": 1.2857142857142857e-05,
"loss": 0.7338,
"step": 1160
},
{
"epoch": 1.69,
"learning_rate": 1.227799227799228e-05,
"loss": 0.874,
"step": 1170
},
{
"epoch": 1.71,
"learning_rate": 1.1698841698841698e-05,
"loss": 0.7624,
"step": 1180
},
{
"epoch": 1.72,
"learning_rate": 1.1119691119691119e-05,
"loss": 0.7777,
"step": 1190
},
{
"epoch": 1.74,
"learning_rate": 1.0540540540540541e-05,
"loss": 0.8091,
"step": 1200
},
{
"epoch": 1.75,
"learning_rate": 9.961389961389962e-06,
"loss": 0.9177,
"step": 1210
},
{
"epoch": 1.77,
"learning_rate": 9.382239382239382e-06,
"loss": 1.0223,
"step": 1220
},
{
"epoch": 1.78,
"learning_rate": 8.803088803088804e-06,
"loss": 0.2531,
"step": 1230
},
{
"epoch": 1.79,
"learning_rate": 8.223938223938225e-06,
"loss": 0.6171,
"step": 1240
},
{
"epoch": 1.81,
"learning_rate": 7.644787644787645e-06,
"loss": 0.6996,
"step": 1250
},
{
"epoch": 1.82,
"learning_rate": 7.065637065637066e-06,
"loss": 0.5205,
"step": 1260
},
{
"epoch": 1.84,
"learning_rate": 6.486486486486487e-06,
"loss": 0.65,
"step": 1270
},
{
"epoch": 1.85,
"learning_rate": 5.907335907335907e-06,
"loss": 0.5435,
"step": 1280
},
{
"epoch": 1.87,
"learning_rate": 5.3281853281853285e-06,
"loss": 0.5957,
"step": 1290
},
{
"epoch": 1.88,
"learning_rate": 4.749034749034749e-06,
"loss": 0.5854,
"step": 1300
},
{
"epoch": 1.9,
"learning_rate": 4.1698841698841696e-06,
"loss": 0.779,
"step": 1310
},
{
"epoch": 1.91,
"learning_rate": 3.5907335907335905e-06,
"loss": 0.4551,
"step": 1320
},
{
"epoch": 1.92,
"learning_rate": 3.0115830115830115e-06,
"loss": 0.7719,
"step": 1330
},
{
"epoch": 1.94,
"learning_rate": 2.4324324324324325e-06,
"loss": 0.5182,
"step": 1340
},
{
"epoch": 1.95,
"learning_rate": 1.8532818532818534e-06,
"loss": 0.6974,
"step": 1350
},
{
"epoch": 1.97,
"learning_rate": 1.2741312741312742e-06,
"loss": 0.5345,
"step": 1360
},
{
"epoch": 1.98,
"learning_rate": 6.949806949806949e-07,
"loss": 0.6196,
"step": 1370
},
{
"epoch": 2.0,
"learning_rate": 1.1583011583011584e-07,
"loss": 0.6318,
"step": 1380
},
{
"epoch": 2.0,
"step": 1382,
"total_flos": 5.175834887457866e+18,
"train_loss": 1.088201597354519,
"train_runtime": 725.1829,
"train_samples_per_second": 244.214,
"train_steps_per_second": 1.906
}
],
"max_steps": 1382,
"num_train_epochs": 2,
"total_flos": 5.175834887457866e+18,
"trial_name": null,
"trial_params": null
}