vit-large-binary-isic-patch-32 / trainer_state.json
ahishamm's picture
Uploaded Model
5af38fd
{
"best_metric": 0.24793727695941925,
"best_model_checkpoint": "./vit-large-binary-isic-patch-32/checkpoint-800",
"epoch": 4.0,
"global_step": 4304,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.01,
"learning_rate": 0.0001995353159851301,
"loss": 0.5453,
"step": 10
},
{
"epoch": 0.02,
"learning_rate": 0.00019907063197026022,
"loss": 0.4975,
"step": 20
},
{
"epoch": 0.03,
"learning_rate": 0.00019860594795539035,
"loss": 0.3572,
"step": 30
},
{
"epoch": 0.04,
"learning_rate": 0.00019814126394052047,
"loss": 0.4367,
"step": 40
},
{
"epoch": 0.05,
"learning_rate": 0.00019767657992565056,
"loss": 0.3483,
"step": 50
},
{
"epoch": 0.06,
"learning_rate": 0.00019721189591078068,
"loss": 0.4717,
"step": 60
},
{
"epoch": 0.07,
"learning_rate": 0.00019674721189591078,
"loss": 0.3744,
"step": 70
},
{
"epoch": 0.07,
"learning_rate": 0.00019628252788104092,
"loss": 0.4076,
"step": 80
},
{
"epoch": 0.08,
"learning_rate": 0.00019581784386617102,
"loss": 0.3593,
"step": 90
},
{
"epoch": 0.09,
"learning_rate": 0.0001953531598513011,
"loss": 0.3606,
"step": 100
},
{
"epoch": 0.09,
"eval_accuracy": 0.8122757560225525,
"eval_f1": 0.8122757560225525,
"eval_loss": 0.32245561480522156,
"eval_precision": 0.8122757560225525,
"eval_recall": 0.8122757560225525,
"eval_runtime": 80.6483,
"eval_samples_per_second": 96.766,
"eval_steps_per_second": 12.102,
"step": 100
},
{
"epoch": 0.1,
"learning_rate": 0.00019488847583643123,
"loss": 0.37,
"step": 110
},
{
"epoch": 0.11,
"learning_rate": 0.00019442379182156135,
"loss": 0.3961,
"step": 120
},
{
"epoch": 0.12,
"learning_rate": 0.00019395910780669148,
"loss": 0.2499,
"step": 130
},
{
"epoch": 0.13,
"learning_rate": 0.00019349442379182157,
"loss": 0.3276,
"step": 140
},
{
"epoch": 0.14,
"learning_rate": 0.0001930297397769517,
"loss": 0.2692,
"step": 150
},
{
"epoch": 0.15,
"learning_rate": 0.00019256505576208178,
"loss": 0.2214,
"step": 160
},
{
"epoch": 0.16,
"learning_rate": 0.0001921003717472119,
"loss": 0.3521,
"step": 170
},
{
"epoch": 0.17,
"learning_rate": 0.00019163568773234203,
"loss": 0.2649,
"step": 180
},
{
"epoch": 0.18,
"learning_rate": 0.00019117100371747212,
"loss": 0.371,
"step": 190
},
{
"epoch": 0.19,
"learning_rate": 0.00019070631970260224,
"loss": 0.2867,
"step": 200
},
{
"epoch": 0.19,
"eval_accuracy": 0.8564838544336237,
"eval_f1": 0.8564838544336237,
"eval_loss": 0.36539900302886963,
"eval_precision": 0.8564838544336237,
"eval_recall": 0.8564838544336237,
"eval_runtime": 81.1123,
"eval_samples_per_second": 96.212,
"eval_steps_per_second": 12.033,
"step": 200
},
{
"epoch": 0.2,
"learning_rate": 0.00019024163568773234,
"loss": 0.3614,
"step": 210
},
{
"epoch": 0.2,
"learning_rate": 0.00018977695167286246,
"loss": 0.2786,
"step": 220
},
{
"epoch": 0.21,
"learning_rate": 0.00018931226765799258,
"loss": 0.226,
"step": 230
},
{
"epoch": 0.22,
"learning_rate": 0.0001888475836431227,
"loss": 0.2321,
"step": 240
},
{
"epoch": 0.23,
"learning_rate": 0.0001883828996282528,
"loss": 0.2815,
"step": 250
},
{
"epoch": 0.24,
"learning_rate": 0.00018791821561338291,
"loss": 0.4371,
"step": 260
},
{
"epoch": 0.25,
"learning_rate": 0.000187453531598513,
"loss": 0.3801,
"step": 270
},
{
"epoch": 0.26,
"learning_rate": 0.00018698884758364313,
"loss": 0.3431,
"step": 280
},
{
"epoch": 0.27,
"learning_rate": 0.00018652416356877325,
"loss": 0.3375,
"step": 290
},
{
"epoch": 0.28,
"learning_rate": 0.00018605947955390334,
"loss": 0.3359,
"step": 300
},
{
"epoch": 0.28,
"eval_accuracy": 0.8502050230650948,
"eval_f1": 0.8502050230650948,
"eval_loss": 0.30512556433677673,
"eval_precision": 0.8502050230650948,
"eval_recall": 0.8502050230650948,
"eval_runtime": 81.3358,
"eval_samples_per_second": 95.948,
"eval_steps_per_second": 12.0,
"step": 300
},
{
"epoch": 0.29,
"learning_rate": 0.00018559479553903347,
"loss": 0.3227,
"step": 310
},
{
"epoch": 0.3,
"learning_rate": 0.00018513011152416359,
"loss": 0.2997,
"step": 320
},
{
"epoch": 0.31,
"learning_rate": 0.0001846654275092937,
"loss": 0.2519,
"step": 330
},
{
"epoch": 0.32,
"learning_rate": 0.0001842007434944238,
"loss": 0.2867,
"step": 340
},
{
"epoch": 0.33,
"learning_rate": 0.0001837360594795539,
"loss": 0.2631,
"step": 350
},
{
"epoch": 0.33,
"learning_rate": 0.00018327137546468402,
"loss": 0.3865,
"step": 360
},
{
"epoch": 0.34,
"learning_rate": 0.00018280669144981414,
"loss": 0.2142,
"step": 370
},
{
"epoch": 0.35,
"learning_rate": 0.00018234200743494426,
"loss": 0.2634,
"step": 380
},
{
"epoch": 0.36,
"learning_rate": 0.00018187732342007435,
"loss": 0.2382,
"step": 390
},
{
"epoch": 0.37,
"learning_rate": 0.00018141263940520447,
"loss": 0.2825,
"step": 400
},
{
"epoch": 0.37,
"eval_accuracy": 0.8587903639159405,
"eval_f1": 0.8587903639159405,
"eval_loss": 0.35762181878089905,
"eval_precision": 0.8587903639159405,
"eval_recall": 0.8587903639159405,
"eval_runtime": 81.8943,
"eval_samples_per_second": 95.294,
"eval_steps_per_second": 11.918,
"step": 400
},
{
"epoch": 0.38,
"learning_rate": 0.00018094795539033457,
"loss": 0.4065,
"step": 410
},
{
"epoch": 0.39,
"learning_rate": 0.0001804832713754647,
"loss": 0.363,
"step": 420
},
{
"epoch": 0.4,
"learning_rate": 0.0001800185873605948,
"loss": 0.286,
"step": 430
},
{
"epoch": 0.41,
"learning_rate": 0.0001795539033457249,
"loss": 0.1958,
"step": 440
},
{
"epoch": 0.42,
"learning_rate": 0.00017908921933085502,
"loss": 0.2245,
"step": 450
},
{
"epoch": 0.43,
"learning_rate": 0.00017862453531598512,
"loss": 0.2184,
"step": 460
},
{
"epoch": 0.44,
"learning_rate": 0.00017815985130111527,
"loss": 0.3413,
"step": 470
},
{
"epoch": 0.45,
"learning_rate": 0.00017769516728624536,
"loss": 0.2517,
"step": 480
},
{
"epoch": 0.46,
"learning_rate": 0.00017723048327137548,
"loss": 0.2505,
"step": 490
},
{
"epoch": 0.46,
"learning_rate": 0.00017676579925650558,
"loss": 0.2438,
"step": 500
},
{
"epoch": 0.46,
"eval_accuracy": 0.8619938493080471,
"eval_f1": 0.8619938493080471,
"eval_loss": 0.30426713824272156,
"eval_precision": 0.8619938493080471,
"eval_recall": 0.8619938493080471,
"eval_runtime": 81.1285,
"eval_samples_per_second": 96.193,
"eval_steps_per_second": 12.03,
"step": 500
},
{
"epoch": 0.47,
"learning_rate": 0.0001763011152416357,
"loss": 0.1686,
"step": 510
},
{
"epoch": 0.48,
"learning_rate": 0.00017583643122676582,
"loss": 0.2358,
"step": 520
},
{
"epoch": 0.49,
"learning_rate": 0.0001753717472118959,
"loss": 0.2654,
"step": 530
},
{
"epoch": 0.5,
"learning_rate": 0.00017490706319702603,
"loss": 0.2242,
"step": 540
},
{
"epoch": 0.51,
"learning_rate": 0.00017444237918215613,
"loss": 0.2445,
"step": 550
},
{
"epoch": 0.52,
"learning_rate": 0.00017397769516728625,
"loss": 0.246,
"step": 560
},
{
"epoch": 0.53,
"learning_rate": 0.00017351301115241637,
"loss": 0.2333,
"step": 570
},
{
"epoch": 0.54,
"learning_rate": 0.0001730483271375465,
"loss": 0.1237,
"step": 580
},
{
"epoch": 0.55,
"learning_rate": 0.00017258364312267658,
"loss": 0.2782,
"step": 590
},
{
"epoch": 0.56,
"learning_rate": 0.0001721189591078067,
"loss": 0.1465,
"step": 600
},
{
"epoch": 0.56,
"eval_accuracy": 0.8798052280881599,
"eval_f1": 0.8798052280881599,
"eval_loss": 0.27906984090805054,
"eval_precision": 0.8798052280881599,
"eval_recall": 0.8798052280881599,
"eval_runtime": 81.7512,
"eval_samples_per_second": 95.46,
"eval_steps_per_second": 11.939,
"step": 600
},
{
"epoch": 0.57,
"learning_rate": 0.0001716542750929368,
"loss": 0.1924,
"step": 610
},
{
"epoch": 0.58,
"learning_rate": 0.00017118959107806692,
"loss": 0.2634,
"step": 620
},
{
"epoch": 0.59,
"learning_rate": 0.00017072490706319704,
"loss": 0.2502,
"step": 630
},
{
"epoch": 0.59,
"learning_rate": 0.00017026022304832714,
"loss": 0.2155,
"step": 640
},
{
"epoch": 0.6,
"learning_rate": 0.00016979553903345726,
"loss": 0.249,
"step": 650
},
{
"epoch": 0.61,
"learning_rate": 0.00016933085501858735,
"loss": 0.2606,
"step": 660
},
{
"epoch": 0.62,
"learning_rate": 0.0001688661710037175,
"loss": 0.2149,
"step": 670
},
{
"epoch": 0.63,
"learning_rate": 0.0001684014869888476,
"loss": 0.2545,
"step": 680
},
{
"epoch": 0.64,
"learning_rate": 0.00016793680297397771,
"loss": 0.2159,
"step": 690
},
{
"epoch": 0.65,
"learning_rate": 0.0001674721189591078,
"loss": 0.2318,
"step": 700
},
{
"epoch": 0.65,
"eval_accuracy": 0.862890825217837,
"eval_f1": 0.862890825217837,
"eval_loss": 0.28155967593193054,
"eval_precision": 0.862890825217837,
"eval_recall": 0.862890825217837,
"eval_runtime": 82.2967,
"eval_samples_per_second": 94.828,
"eval_steps_per_second": 11.86,
"step": 700
},
{
"epoch": 0.66,
"learning_rate": 0.00016700743494423793,
"loss": 0.2853,
"step": 710
},
{
"epoch": 0.67,
"learning_rate": 0.00016654275092936805,
"loss": 0.2027,
"step": 720
},
{
"epoch": 0.68,
"learning_rate": 0.00016607806691449814,
"loss": 0.29,
"step": 730
},
{
"epoch": 0.69,
"learning_rate": 0.00016561338289962827,
"loss": 0.3087,
"step": 740
},
{
"epoch": 0.7,
"learning_rate": 0.00016514869888475836,
"loss": 0.1655,
"step": 750
},
{
"epoch": 0.71,
"learning_rate": 0.00016468401486988848,
"loss": 0.1108,
"step": 760
},
{
"epoch": 0.72,
"learning_rate": 0.0001642193308550186,
"loss": 0.2421,
"step": 770
},
{
"epoch": 0.72,
"learning_rate": 0.00016375464684014872,
"loss": 0.2158,
"step": 780
},
{
"epoch": 0.73,
"learning_rate": 0.00016328996282527882,
"loss": 0.2559,
"step": 790
},
{
"epoch": 0.74,
"learning_rate": 0.0001628252788104089,
"loss": 0.1846,
"step": 800
},
{
"epoch": 0.74,
"eval_accuracy": 0.8913377754997437,
"eval_f1": 0.8913377754997437,
"eval_loss": 0.24793727695941925,
"eval_precision": 0.8913377754997437,
"eval_recall": 0.8913377754997437,
"eval_runtime": 82.5571,
"eval_samples_per_second": 94.528,
"eval_steps_per_second": 11.822,
"step": 800
},
{
"epoch": 0.75,
"learning_rate": 0.00016236059479553903,
"loss": 0.1809,
"step": 810
},
{
"epoch": 0.76,
"learning_rate": 0.00016189591078066915,
"loss": 0.2702,
"step": 820
},
{
"epoch": 0.77,
"learning_rate": 0.00016143122676579927,
"loss": 0.2589,
"step": 830
},
{
"epoch": 0.78,
"learning_rate": 0.00016096654275092937,
"loss": 0.1895,
"step": 840
},
{
"epoch": 0.79,
"learning_rate": 0.0001605018587360595,
"loss": 0.2404,
"step": 850
},
{
"epoch": 0.8,
"learning_rate": 0.0001600371747211896,
"loss": 0.2182,
"step": 860
},
{
"epoch": 0.81,
"learning_rate": 0.0001595724907063197,
"loss": 0.3631,
"step": 870
},
{
"epoch": 0.82,
"learning_rate": 0.00015910780669144982,
"loss": 0.2109,
"step": 880
},
{
"epoch": 0.83,
"learning_rate": 0.00015864312267657992,
"loss": 0.2076,
"step": 890
},
{
"epoch": 0.84,
"learning_rate": 0.00015817843866171004,
"loss": 0.1451,
"step": 900
},
{
"epoch": 0.84,
"eval_accuracy": 0.8828805740645823,
"eval_f1": 0.8828805740645824,
"eval_loss": 0.32319504022598267,
"eval_precision": 0.8828805740645823,
"eval_recall": 0.8828805740645823,
"eval_runtime": 81.5657,
"eval_samples_per_second": 95.677,
"eval_steps_per_second": 11.966,
"step": 900
},
{
"epoch": 0.85,
"learning_rate": 0.00015771375464684016,
"loss": 0.1979,
"step": 910
},
{
"epoch": 0.86,
"learning_rate": 0.00015724907063197028,
"loss": 0.2097,
"step": 920
},
{
"epoch": 0.86,
"learning_rate": 0.00015678438661710038,
"loss": 0.2007,
"step": 930
},
{
"epoch": 0.87,
"learning_rate": 0.0001563197026022305,
"loss": 0.3018,
"step": 940
},
{
"epoch": 0.88,
"learning_rate": 0.0001558550185873606,
"loss": 0.2009,
"step": 950
},
{
"epoch": 0.89,
"learning_rate": 0.0001553903345724907,
"loss": 0.2443,
"step": 960
},
{
"epoch": 0.9,
"learning_rate": 0.00015492565055762083,
"loss": 0.1993,
"step": 970
},
{
"epoch": 0.91,
"learning_rate": 0.00015446096654275093,
"loss": 0.1611,
"step": 980
},
{
"epoch": 0.92,
"learning_rate": 0.00015399628252788105,
"loss": 0.256,
"step": 990
},
{
"epoch": 0.93,
"learning_rate": 0.00015353159851301114,
"loss": 0.1157,
"step": 1000
},
{
"epoch": 0.93,
"eval_accuracy": 0.8767298821117375,
"eval_f1": 0.8767298821117375,
"eval_loss": 0.2799040973186493,
"eval_precision": 0.8767298821117375,
"eval_recall": 0.8767298821117375,
"eval_runtime": 81.1552,
"eval_samples_per_second": 96.161,
"eval_steps_per_second": 12.026,
"step": 1000
},
{
"epoch": 0.94,
"learning_rate": 0.0001530669144981413,
"loss": 0.1427,
"step": 1010
},
{
"epoch": 0.95,
"learning_rate": 0.00015260223048327138,
"loss": 0.1118,
"step": 1020
},
{
"epoch": 0.96,
"learning_rate": 0.0001521375464684015,
"loss": 0.1709,
"step": 1030
},
{
"epoch": 0.97,
"learning_rate": 0.0001516728624535316,
"loss": 0.1446,
"step": 1040
},
{
"epoch": 0.98,
"learning_rate": 0.00015120817843866172,
"loss": 0.3159,
"step": 1050
},
{
"epoch": 0.99,
"learning_rate": 0.00015074349442379184,
"loss": 0.1712,
"step": 1060
},
{
"epoch": 0.99,
"learning_rate": 0.00015027881040892194,
"loss": 0.1344,
"step": 1070
},
{
"epoch": 1.0,
"learning_rate": 0.00014981412639405206,
"loss": 0.1549,
"step": 1080
},
{
"epoch": 1.01,
"learning_rate": 0.00014934944237918215,
"loss": 0.1055,
"step": 1090
},
{
"epoch": 1.02,
"learning_rate": 0.00014888475836431227,
"loss": 0.1175,
"step": 1100
},
{
"epoch": 1.02,
"eval_accuracy": 0.869682214249103,
"eval_f1": 0.869682214249103,
"eval_loss": 0.3236228823661804,
"eval_precision": 0.869682214249103,
"eval_recall": 0.869682214249103,
"eval_runtime": 81.7176,
"eval_samples_per_second": 95.5,
"eval_steps_per_second": 11.944,
"step": 1100
},
{
"epoch": 1.03,
"learning_rate": 0.0001484200743494424,
"loss": 0.1202,
"step": 1110
},
{
"epoch": 1.04,
"learning_rate": 0.00014795539033457251,
"loss": 0.1381,
"step": 1120
},
{
"epoch": 1.05,
"learning_rate": 0.0001474907063197026,
"loss": 0.15,
"step": 1130
},
{
"epoch": 1.06,
"learning_rate": 0.0001470260223048327,
"loss": 0.1897,
"step": 1140
},
{
"epoch": 1.07,
"learning_rate": 0.00014656133828996282,
"loss": 0.1298,
"step": 1150
},
{
"epoch": 1.08,
"learning_rate": 0.00014609665427509294,
"loss": 0.1613,
"step": 1160
},
{
"epoch": 1.09,
"learning_rate": 0.00014563197026022307,
"loss": 0.0893,
"step": 1170
},
{
"epoch": 1.1,
"learning_rate": 0.00014516728624535316,
"loss": 0.2234,
"step": 1180
},
{
"epoch": 1.11,
"learning_rate": 0.00014470260223048328,
"loss": 0.1569,
"step": 1190
},
{
"epoch": 1.12,
"learning_rate": 0.00014423791821561337,
"loss": 0.2015,
"step": 1200
},
{
"epoch": 1.12,
"eval_accuracy": 0.8705791901588928,
"eval_f1": 0.870579190158893,
"eval_loss": 0.3056430220603943,
"eval_precision": 0.8705791901588928,
"eval_recall": 0.8705791901588928,
"eval_runtime": 81.3892,
"eval_samples_per_second": 95.885,
"eval_steps_per_second": 11.992,
"step": 1200
},
{
"epoch": 1.12,
"learning_rate": 0.00014377323420074352,
"loss": 0.1816,
"step": 1210
},
{
"epoch": 1.13,
"learning_rate": 0.00014330855018587362,
"loss": 0.1157,
"step": 1220
},
{
"epoch": 1.14,
"learning_rate": 0.0001428438661710037,
"loss": 0.1125,
"step": 1230
},
{
"epoch": 1.15,
"learning_rate": 0.00014237918215613383,
"loss": 0.1507,
"step": 1240
},
{
"epoch": 1.16,
"learning_rate": 0.00014191449814126395,
"loss": 0.0971,
"step": 1250
},
{
"epoch": 1.17,
"learning_rate": 0.00014144981412639407,
"loss": 0.1003,
"step": 1260
},
{
"epoch": 1.18,
"learning_rate": 0.00014098513011152417,
"loss": 0.1637,
"step": 1270
},
{
"epoch": 1.19,
"learning_rate": 0.0001405204460966543,
"loss": 0.1592,
"step": 1280
},
{
"epoch": 1.2,
"learning_rate": 0.00014005576208178438,
"loss": 0.1446,
"step": 1290
},
{
"epoch": 1.21,
"learning_rate": 0.0001395910780669145,
"loss": 0.0627,
"step": 1300
},
{
"epoch": 1.21,
"eval_accuracy": 0.8757047667862634,
"eval_f1": 0.8757047667862634,
"eval_loss": 0.31595587730407715,
"eval_precision": 0.8757047667862634,
"eval_recall": 0.8757047667862634,
"eval_runtime": 82.5326,
"eval_samples_per_second": 94.557,
"eval_steps_per_second": 11.826,
"step": 1300
},
{
"epoch": 1.22,
"learning_rate": 0.00013912639405204463,
"loss": 0.138,
"step": 1310
},
{
"epoch": 1.23,
"learning_rate": 0.00013866171003717472,
"loss": 0.0946,
"step": 1320
},
{
"epoch": 1.24,
"learning_rate": 0.00013819702602230484,
"loss": 0.0869,
"step": 1330
},
{
"epoch": 1.25,
"learning_rate": 0.00013773234200743493,
"loss": 0.0712,
"step": 1340
},
{
"epoch": 1.25,
"learning_rate": 0.00013726765799256506,
"loss": 0.1059,
"step": 1350
},
{
"epoch": 1.26,
"learning_rate": 0.00013680297397769518,
"loss": 0.1168,
"step": 1360
},
{
"epoch": 1.27,
"learning_rate": 0.0001363382899628253,
"loss": 0.1482,
"step": 1370
},
{
"epoch": 1.28,
"learning_rate": 0.0001358736059479554,
"loss": 0.1544,
"step": 1380
},
{
"epoch": 1.29,
"learning_rate": 0.00013540892193308549,
"loss": 0.1423,
"step": 1390
},
{
"epoch": 1.3,
"learning_rate": 0.00013494423791821563,
"loss": 0.0842,
"step": 1400
},
{
"epoch": 1.3,
"eval_accuracy": 0.8908252178370066,
"eval_f1": 0.8908252178370066,
"eval_loss": 0.3299122750759125,
"eval_precision": 0.8908252178370066,
"eval_recall": 0.8908252178370066,
"eval_runtime": 81.3488,
"eval_samples_per_second": 95.933,
"eval_steps_per_second": 11.998,
"step": 1400
},
{
"epoch": 1.31,
"learning_rate": 0.00013447955390334573,
"loss": 0.2055,
"step": 1410
},
{
"epoch": 1.32,
"learning_rate": 0.00013401486988847585,
"loss": 0.0821,
"step": 1420
},
{
"epoch": 1.33,
"learning_rate": 0.00013355018587360594,
"loss": 0.1164,
"step": 1430
},
{
"epoch": 1.34,
"learning_rate": 0.00013308550185873606,
"loss": 0.095,
"step": 1440
},
{
"epoch": 1.35,
"learning_rate": 0.00013262081784386618,
"loss": 0.0803,
"step": 1450
},
{
"epoch": 1.36,
"learning_rate": 0.0001321561338289963,
"loss": 0.1729,
"step": 1460
},
{
"epoch": 1.37,
"learning_rate": 0.0001316914498141264,
"loss": 0.135,
"step": 1470
},
{
"epoch": 1.38,
"learning_rate": 0.0001312267657992565,
"loss": 0.107,
"step": 1480
},
{
"epoch": 1.38,
"learning_rate": 0.00013076208178438661,
"loss": 0.0676,
"step": 1490
},
{
"epoch": 1.39,
"learning_rate": 0.00013029739776951674,
"loss": 0.0617,
"step": 1500
},
{
"epoch": 1.39,
"eval_accuracy": 0.884674525884162,
"eval_f1": 0.884674525884162,
"eval_loss": 0.33529117703437805,
"eval_precision": 0.884674525884162,
"eval_recall": 0.884674525884162,
"eval_runtime": 81.7735,
"eval_samples_per_second": 95.434,
"eval_steps_per_second": 11.935,
"step": 1500
},
{
"epoch": 1.4,
"learning_rate": 0.00012983271375464686,
"loss": 0.1767,
"step": 1510
},
{
"epoch": 1.41,
"learning_rate": 0.00012936802973977695,
"loss": 0.1008,
"step": 1520
},
{
"epoch": 1.42,
"learning_rate": 0.00012890334572490707,
"loss": 0.1224,
"step": 1530
},
{
"epoch": 1.43,
"learning_rate": 0.00012843866171003717,
"loss": 0.1069,
"step": 1540
},
{
"epoch": 1.44,
"learning_rate": 0.00012797397769516731,
"loss": 0.1251,
"step": 1550
},
{
"epoch": 1.45,
"learning_rate": 0.0001275092936802974,
"loss": 0.0852,
"step": 1560
},
{
"epoch": 1.46,
"learning_rate": 0.0001270446096654275,
"loss": 0.1602,
"step": 1570
},
{
"epoch": 1.47,
"learning_rate": 0.00012657992565055762,
"loss": 0.11,
"step": 1580
},
{
"epoch": 1.48,
"learning_rate": 0.00012611524163568772,
"loss": 0.1638,
"step": 1590
},
{
"epoch": 1.49,
"learning_rate": 0.00012565055762081787,
"loss": 0.1919,
"step": 1600
},
{
"epoch": 1.49,
"eval_accuracy": 0.8630189646335212,
"eval_f1": 0.8630189646335212,
"eval_loss": 0.342080682516098,
"eval_precision": 0.8630189646335212,
"eval_recall": 0.8630189646335212,
"eval_runtime": 80.8014,
"eval_samples_per_second": 96.582,
"eval_steps_per_second": 12.079,
"step": 1600
},
{
"epoch": 1.5,
"learning_rate": 0.00012518587360594796,
"loss": 0.1023,
"step": 1610
},
{
"epoch": 1.51,
"learning_rate": 0.00012472118959107808,
"loss": 0.1326,
"step": 1620
},
{
"epoch": 1.51,
"learning_rate": 0.00012425650557620817,
"loss": 0.1534,
"step": 1630
},
{
"epoch": 1.52,
"learning_rate": 0.0001237918215613383,
"loss": 0.0779,
"step": 1640
},
{
"epoch": 1.53,
"learning_rate": 0.00012332713754646842,
"loss": 0.0704,
"step": 1650
},
{
"epoch": 1.54,
"learning_rate": 0.0001228624535315985,
"loss": 0.1526,
"step": 1660
},
{
"epoch": 1.55,
"learning_rate": 0.00012239776951672863,
"loss": 0.0959,
"step": 1670
},
{
"epoch": 1.56,
"learning_rate": 0.00012193308550185874,
"loss": 0.0807,
"step": 1680
},
{
"epoch": 1.57,
"learning_rate": 0.00012146840148698886,
"loss": 0.0652,
"step": 1690
},
{
"epoch": 1.58,
"learning_rate": 0.00012100371747211895,
"loss": 0.1212,
"step": 1700
},
{
"epoch": 1.58,
"eval_accuracy": 0.8692977960020503,
"eval_f1": 0.8692977960020504,
"eval_loss": 0.4301460087299347,
"eval_precision": 0.8692977960020503,
"eval_recall": 0.8692977960020503,
"eval_runtime": 81.8213,
"eval_samples_per_second": 95.379,
"eval_steps_per_second": 11.928,
"step": 1700
},
{
"epoch": 1.59,
"learning_rate": 0.00012053903345724909,
"loss": 0.0918,
"step": 1710
},
{
"epoch": 1.6,
"learning_rate": 0.00012007434944237918,
"loss": 0.1311,
"step": 1720
},
{
"epoch": 1.61,
"learning_rate": 0.0001196096654275093,
"loss": 0.0871,
"step": 1730
},
{
"epoch": 1.62,
"learning_rate": 0.00011914498141263941,
"loss": 0.0736,
"step": 1740
},
{
"epoch": 1.63,
"learning_rate": 0.00011868029739776952,
"loss": 0.1844,
"step": 1750
},
{
"epoch": 1.64,
"learning_rate": 0.00011821561338289964,
"loss": 0.1179,
"step": 1760
},
{
"epoch": 1.64,
"learning_rate": 0.00011775092936802973,
"loss": 0.1003,
"step": 1770
},
{
"epoch": 1.65,
"learning_rate": 0.00011728624535315987,
"loss": 0.063,
"step": 1780
},
{
"epoch": 1.66,
"learning_rate": 0.00011682156133828996,
"loss": 0.1095,
"step": 1790
},
{
"epoch": 1.67,
"learning_rate": 0.00011635687732342008,
"loss": 0.1012,
"step": 1800
},
{
"epoch": 1.67,
"eval_accuracy": 0.8799333675038442,
"eval_f1": 0.8799333675038442,
"eval_loss": 0.3351816236972809,
"eval_precision": 0.8799333675038442,
"eval_recall": 0.8799333675038442,
"eval_runtime": 81.3399,
"eval_samples_per_second": 95.943,
"eval_steps_per_second": 11.999,
"step": 1800
},
{
"epoch": 1.68,
"learning_rate": 0.00011589219330855019,
"loss": 0.0599,
"step": 1810
},
{
"epoch": 1.69,
"learning_rate": 0.00011542750929368031,
"loss": 0.1574,
"step": 1820
},
{
"epoch": 1.7,
"learning_rate": 0.00011496282527881042,
"loss": 0.0812,
"step": 1830
},
{
"epoch": 1.71,
"learning_rate": 0.00011449814126394051,
"loss": 0.1645,
"step": 1840
},
{
"epoch": 1.72,
"learning_rate": 0.00011403345724907064,
"loss": 0.0667,
"step": 1850
},
{
"epoch": 1.73,
"learning_rate": 0.00011356877323420074,
"loss": 0.1485,
"step": 1860
},
{
"epoch": 1.74,
"learning_rate": 0.00011310408921933086,
"loss": 0.083,
"step": 1870
},
{
"epoch": 1.75,
"learning_rate": 0.00011263940520446097,
"loss": 0.1055,
"step": 1880
},
{
"epoch": 1.76,
"learning_rate": 0.00011217472118959109,
"loss": 0.0513,
"step": 1890
},
{
"epoch": 1.77,
"learning_rate": 0.0001117100371747212,
"loss": 0.0622,
"step": 1900
},
{
"epoch": 1.77,
"eval_accuracy": 0.8881342901076371,
"eval_f1": 0.8881342901076371,
"eval_loss": 0.327203631401062,
"eval_precision": 0.8881342901076371,
"eval_recall": 0.8881342901076371,
"eval_runtime": 83.0524,
"eval_samples_per_second": 93.965,
"eval_steps_per_second": 11.752,
"step": 1900
},
{
"epoch": 1.78,
"learning_rate": 0.0001112453531598513,
"loss": 0.0792,
"step": 1910
},
{
"epoch": 1.78,
"learning_rate": 0.00011078066914498142,
"loss": 0.0725,
"step": 1920
},
{
"epoch": 1.79,
"learning_rate": 0.00011031598513011152,
"loss": 0.0755,
"step": 1930
},
{
"epoch": 1.8,
"learning_rate": 0.00010985130111524164,
"loss": 0.0726,
"step": 1940
},
{
"epoch": 1.81,
"learning_rate": 0.00010938661710037175,
"loss": 0.0688,
"step": 1950
},
{
"epoch": 1.82,
"learning_rate": 0.00010892193308550187,
"loss": 0.0433,
"step": 1960
},
{
"epoch": 1.83,
"learning_rate": 0.00010845724907063197,
"loss": 0.1268,
"step": 1970
},
{
"epoch": 1.84,
"learning_rate": 0.0001079925650557621,
"loss": 0.1058,
"step": 1980
},
{
"epoch": 1.85,
"learning_rate": 0.0001075278810408922,
"loss": 0.1628,
"step": 1990
},
{
"epoch": 1.86,
"learning_rate": 0.0001070631970260223,
"loss": 0.0733,
"step": 2000
},
{
"epoch": 1.86,
"eval_accuracy": 0.8867247565351102,
"eval_f1": 0.8867247565351102,
"eval_loss": 0.2903330624103546,
"eval_precision": 0.8867247565351102,
"eval_recall": 0.8867247565351102,
"eval_runtime": 81.9645,
"eval_samples_per_second": 95.212,
"eval_steps_per_second": 11.908,
"step": 2000
},
{
"epoch": 1.87,
"learning_rate": 0.00010659851301115242,
"loss": 0.0741,
"step": 2010
},
{
"epoch": 1.88,
"learning_rate": 0.00010613382899628253,
"loss": 0.1168,
"step": 2020
},
{
"epoch": 1.89,
"learning_rate": 0.00010566914498141265,
"loss": 0.1115,
"step": 2030
},
{
"epoch": 1.9,
"learning_rate": 0.00010520446096654275,
"loss": 0.0555,
"step": 2040
},
{
"epoch": 1.91,
"learning_rate": 0.00010473977695167288,
"loss": 0.0806,
"step": 2050
},
{
"epoch": 1.91,
"learning_rate": 0.00010427509293680297,
"loss": 0.0504,
"step": 2060
},
{
"epoch": 1.92,
"learning_rate": 0.0001038104089219331,
"loss": 0.1187,
"step": 2070
},
{
"epoch": 1.93,
"learning_rate": 0.0001033457249070632,
"loss": 0.0853,
"step": 2080
},
{
"epoch": 1.94,
"learning_rate": 0.0001028810408921933,
"loss": 0.1163,
"step": 2090
},
{
"epoch": 1.95,
"learning_rate": 0.00010241635687732343,
"loss": 0.0293,
"step": 2100
},
{
"epoch": 1.95,
"eval_accuracy": 0.9031266017426961,
"eval_f1": 0.903126601742696,
"eval_loss": 0.277230441570282,
"eval_precision": 0.9031266017426961,
"eval_recall": 0.9031266017426961,
"eval_runtime": 81.3072,
"eval_samples_per_second": 95.982,
"eval_steps_per_second": 12.004,
"step": 2100
},
{
"epoch": 1.96,
"learning_rate": 0.00010195167286245353,
"loss": 0.0313,
"step": 2110
},
{
"epoch": 1.97,
"learning_rate": 0.00010148698884758365,
"loss": 0.1132,
"step": 2120
},
{
"epoch": 1.98,
"learning_rate": 0.00010102230483271375,
"loss": 0.0729,
"step": 2130
},
{
"epoch": 1.99,
"learning_rate": 0.00010055762081784388,
"loss": 0.0785,
"step": 2140
},
{
"epoch": 2.0,
"learning_rate": 0.00010009293680297398,
"loss": 0.0806,
"step": 2150
},
{
"epoch": 2.01,
"learning_rate": 9.962825278810409e-05,
"loss": 0.0931,
"step": 2160
},
{
"epoch": 2.02,
"learning_rate": 9.916356877323421e-05,
"loss": 0.0509,
"step": 2170
},
{
"epoch": 2.03,
"learning_rate": 9.869888475836432e-05,
"loss": 0.0536,
"step": 2180
},
{
"epoch": 2.04,
"learning_rate": 9.823420074349443e-05,
"loss": 0.0104,
"step": 2190
},
{
"epoch": 2.04,
"learning_rate": 9.776951672862455e-05,
"loss": 0.0305,
"step": 2200
},
{
"epoch": 2.04,
"eval_accuracy": 0.8928754484879549,
"eval_f1": 0.8928754484879549,
"eval_loss": 0.3218231797218323,
"eval_precision": 0.8928754484879549,
"eval_recall": 0.8928754484879549,
"eval_runtime": 81.9077,
"eval_samples_per_second": 95.278,
"eval_steps_per_second": 11.916,
"step": 2200
},
{
"epoch": 2.05,
"learning_rate": 9.730483271375466e-05,
"loss": 0.0102,
"step": 2210
},
{
"epoch": 2.06,
"learning_rate": 9.684014869888476e-05,
"loss": 0.0067,
"step": 2220
},
{
"epoch": 2.07,
"learning_rate": 9.637546468401487e-05,
"loss": 0.0437,
"step": 2230
},
{
"epoch": 2.08,
"learning_rate": 9.591078066914498e-05,
"loss": 0.029,
"step": 2240
},
{
"epoch": 2.09,
"learning_rate": 9.54460966542751e-05,
"loss": 0.0504,
"step": 2250
},
{
"epoch": 2.1,
"learning_rate": 9.498141263940521e-05,
"loss": 0.0244,
"step": 2260
},
{
"epoch": 2.11,
"learning_rate": 9.451672862453533e-05,
"loss": 0.0249,
"step": 2270
},
{
"epoch": 2.12,
"learning_rate": 9.405204460966544e-05,
"loss": 0.0104,
"step": 2280
},
{
"epoch": 2.13,
"learning_rate": 9.358736059479554e-05,
"loss": 0.025,
"step": 2290
},
{
"epoch": 2.14,
"learning_rate": 9.316914498141265e-05,
"loss": 0.034,
"step": 2300
},
{
"epoch": 2.14,
"eval_accuracy": 0.891465914915428,
"eval_f1": 0.8914659149154279,
"eval_loss": 0.4207420349121094,
"eval_precision": 0.891465914915428,
"eval_recall": 0.891465914915428,
"eval_runtime": 81.489,
"eval_samples_per_second": 95.767,
"eval_steps_per_second": 11.977,
"step": 2300
},
{
"epoch": 2.15,
"learning_rate": 9.270446096654275e-05,
"loss": 0.0129,
"step": 2310
},
{
"epoch": 2.16,
"learning_rate": 9.223977695167286e-05,
"loss": 0.0123,
"step": 2320
},
{
"epoch": 2.17,
"learning_rate": 9.177509293680297e-05,
"loss": 0.0169,
"step": 2330
},
{
"epoch": 2.17,
"learning_rate": 9.131040892193309e-05,
"loss": 0.014,
"step": 2340
},
{
"epoch": 2.18,
"learning_rate": 9.08457249070632e-05,
"loss": 0.0259,
"step": 2350
},
{
"epoch": 2.19,
"learning_rate": 9.038104089219332e-05,
"loss": 0.0781,
"step": 2360
},
{
"epoch": 2.2,
"learning_rate": 8.991635687732343e-05,
"loss": 0.0505,
"step": 2370
},
{
"epoch": 2.21,
"learning_rate": 8.945167286245353e-05,
"loss": 0.0429,
"step": 2380
},
{
"epoch": 2.22,
"learning_rate": 8.898698884758366e-05,
"loss": 0.0067,
"step": 2390
},
{
"epoch": 2.23,
"learning_rate": 8.852230483271375e-05,
"loss": 0.0113,
"step": 2400
},
{
"epoch": 2.23,
"eval_accuracy": 0.8947975397232188,
"eval_f1": 0.8947975397232188,
"eval_loss": 0.41928279399871826,
"eval_precision": 0.8947975397232188,
"eval_recall": 0.8947975397232188,
"eval_runtime": 81.8306,
"eval_samples_per_second": 95.368,
"eval_steps_per_second": 11.927,
"step": 2400
},
{
"epoch": 2.24,
"learning_rate": 8.805762081784387e-05,
"loss": 0.0176,
"step": 2410
},
{
"epoch": 2.25,
"learning_rate": 8.759293680297398e-05,
"loss": 0.0046,
"step": 2420
},
{
"epoch": 2.26,
"learning_rate": 8.71282527881041e-05,
"loss": 0.0119,
"step": 2430
},
{
"epoch": 2.27,
"learning_rate": 8.66635687732342e-05,
"loss": 0.0175,
"step": 2440
},
{
"epoch": 2.28,
"learning_rate": 8.619888475836431e-05,
"loss": 0.0819,
"step": 2450
},
{
"epoch": 2.29,
"learning_rate": 8.573420074349443e-05,
"loss": 0.0243,
"step": 2460
},
{
"epoch": 2.3,
"learning_rate": 8.526951672862454e-05,
"loss": 0.0178,
"step": 2470
},
{
"epoch": 2.3,
"learning_rate": 8.480483271375465e-05,
"loss": 0.0425,
"step": 2480
},
{
"epoch": 2.31,
"learning_rate": 8.434014869888476e-05,
"loss": 0.0642,
"step": 2490
},
{
"epoch": 2.32,
"learning_rate": 8.387546468401486e-05,
"loss": 0.0071,
"step": 2500
},
{
"epoch": 2.32,
"eval_accuracy": 0.8908252178370066,
"eval_f1": 0.8908252178370066,
"eval_loss": 0.4371524751186371,
"eval_precision": 0.8908252178370066,
"eval_recall": 0.8908252178370066,
"eval_runtime": 82.4806,
"eval_samples_per_second": 94.616,
"eval_steps_per_second": 11.833,
"step": 2500
},
{
"epoch": 2.33,
"learning_rate": 8.341078066914499e-05,
"loss": 0.0519,
"step": 2510
},
{
"epoch": 2.34,
"learning_rate": 8.29460966542751e-05,
"loss": 0.0304,
"step": 2520
},
{
"epoch": 2.35,
"learning_rate": 8.248141263940521e-05,
"loss": 0.1128,
"step": 2530
},
{
"epoch": 2.36,
"learning_rate": 8.201672862453532e-05,
"loss": 0.0336,
"step": 2540
},
{
"epoch": 2.37,
"learning_rate": 8.155204460966543e-05,
"loss": 0.0224,
"step": 2550
},
{
"epoch": 2.38,
"learning_rate": 8.108736059479555e-05,
"loss": 0.0109,
"step": 2560
},
{
"epoch": 2.39,
"learning_rate": 8.062267657992564e-05,
"loss": 0.0246,
"step": 2570
},
{
"epoch": 2.4,
"learning_rate": 8.015799256505577e-05,
"loss": 0.073,
"step": 2580
},
{
"epoch": 2.41,
"learning_rate": 7.969330855018587e-05,
"loss": 0.007,
"step": 2590
},
{
"epoch": 2.42,
"learning_rate": 7.922862453531598e-05,
"loss": 0.0074,
"step": 2600
},
{
"epoch": 2.42,
"eval_accuracy": 0.9009482316760635,
"eval_f1": 0.9009482316760635,
"eval_loss": 0.4252789318561554,
"eval_precision": 0.9009482316760635,
"eval_recall": 0.9009482316760635,
"eval_runtime": 82.2003,
"eval_samples_per_second": 94.939,
"eval_steps_per_second": 11.873,
"step": 2600
},
{
"epoch": 2.43,
"learning_rate": 7.87639405204461e-05,
"loss": 0.0127,
"step": 2610
},
{
"epoch": 2.43,
"learning_rate": 7.829925650557621e-05,
"loss": 0.0508,
"step": 2620
},
{
"epoch": 2.44,
"learning_rate": 7.783457249070633e-05,
"loss": 0.0183,
"step": 2630
},
{
"epoch": 2.45,
"learning_rate": 7.736988847583644e-05,
"loss": 0.0127,
"step": 2640
},
{
"epoch": 2.46,
"learning_rate": 7.690520446096655e-05,
"loss": 0.0141,
"step": 2650
},
{
"epoch": 2.47,
"learning_rate": 7.644052044609665e-05,
"loss": 0.0328,
"step": 2660
},
{
"epoch": 2.48,
"learning_rate": 7.597583643122676e-05,
"loss": 0.057,
"step": 2670
},
{
"epoch": 2.49,
"learning_rate": 7.551115241635688e-05,
"loss": 0.025,
"step": 2680
},
{
"epoch": 2.5,
"learning_rate": 7.504646840148699e-05,
"loss": 0.0464,
"step": 2690
},
{
"epoch": 2.51,
"learning_rate": 7.458178438661711e-05,
"loss": 0.079,
"step": 2700
},
{
"epoch": 2.51,
"eval_accuracy": 0.9012045105074321,
"eval_f1": 0.9012045105074321,
"eval_loss": 0.3814283013343811,
"eval_precision": 0.9012045105074321,
"eval_recall": 0.9012045105074321,
"eval_runtime": 81.7211,
"eval_samples_per_second": 95.496,
"eval_steps_per_second": 11.943,
"step": 2700
},
{
"epoch": 2.52,
"learning_rate": 7.411710037174722e-05,
"loss": 0.0409,
"step": 2710
},
{
"epoch": 2.53,
"learning_rate": 7.365241635687733e-05,
"loss": 0.024,
"step": 2720
},
{
"epoch": 2.54,
"learning_rate": 7.318773234200745e-05,
"loss": 0.0124,
"step": 2730
},
{
"epoch": 2.55,
"learning_rate": 7.272304832713755e-05,
"loss": 0.0755,
"step": 2740
},
{
"epoch": 2.56,
"learning_rate": 7.225836431226766e-05,
"loss": 0.0113,
"step": 2750
},
{
"epoch": 2.57,
"learning_rate": 7.179368029739777e-05,
"loss": 0.0431,
"step": 2760
},
{
"epoch": 2.57,
"learning_rate": 7.132899628252788e-05,
"loss": 0.0121,
"step": 2770
},
{
"epoch": 2.58,
"learning_rate": 7.0864312267658e-05,
"loss": 0.008,
"step": 2780
},
{
"epoch": 2.59,
"learning_rate": 7.03996282527881e-05,
"loss": 0.0195,
"step": 2790
},
{
"epoch": 2.6,
"learning_rate": 6.993494423791823e-05,
"loss": 0.0407,
"step": 2800
},
{
"epoch": 2.6,
"eval_accuracy": 0.9070989236289082,
"eval_f1": 0.9070989236289082,
"eval_loss": 0.3968299627304077,
"eval_precision": 0.9070989236289082,
"eval_recall": 0.9070989236289082,
"eval_runtime": 82.0475,
"eval_samples_per_second": 95.116,
"eval_steps_per_second": 11.896,
"step": 2800
},
{
"epoch": 2.61,
"learning_rate": 6.947026022304833e-05,
"loss": 0.0083,
"step": 2810
},
{
"epoch": 2.62,
"learning_rate": 6.900557620817844e-05,
"loss": 0.02,
"step": 2820
},
{
"epoch": 2.63,
"learning_rate": 6.854089219330855e-05,
"loss": 0.0322,
"step": 2830
},
{
"epoch": 2.64,
"learning_rate": 6.807620817843866e-05,
"loss": 0.0441,
"step": 2840
},
{
"epoch": 2.65,
"learning_rate": 6.761152416356878e-05,
"loss": 0.018,
"step": 2850
},
{
"epoch": 2.66,
"learning_rate": 6.714684014869889e-05,
"loss": 0.014,
"step": 2860
},
{
"epoch": 2.67,
"learning_rate": 6.668215613382899e-05,
"loss": 0.0025,
"step": 2870
},
{
"epoch": 2.68,
"learning_rate": 6.621747211895911e-05,
"loss": 0.003,
"step": 2880
},
{
"epoch": 2.69,
"learning_rate": 6.575278810408922e-05,
"loss": 0.0302,
"step": 2890
},
{
"epoch": 2.7,
"learning_rate": 6.528810408921934e-05,
"loss": 0.0096,
"step": 2900
},
{
"epoch": 2.7,
"eval_accuracy": 0.9046642747309073,
"eval_f1": 0.9046642747309073,
"eval_loss": 0.43183794617652893,
"eval_precision": 0.9046642747309073,
"eval_recall": 0.9046642747309073,
"eval_runtime": 81.009,
"eval_samples_per_second": 96.335,
"eval_steps_per_second": 12.048,
"step": 2900
},
{
"epoch": 2.7,
"learning_rate": 6.482342007434945e-05,
"loss": 0.002,
"step": 2910
},
{
"epoch": 2.71,
"learning_rate": 6.435873605947956e-05,
"loss": 0.0603,
"step": 2920
},
{
"epoch": 2.72,
"learning_rate": 6.389405204460967e-05,
"loss": 0.0405,
"step": 2930
},
{
"epoch": 2.73,
"learning_rate": 6.342936802973977e-05,
"loss": 0.0356,
"step": 2940
},
{
"epoch": 2.74,
"learning_rate": 6.29646840148699e-05,
"loss": 0.0019,
"step": 2950
},
{
"epoch": 2.75,
"learning_rate": 6.25e-05,
"loss": 0.0698,
"step": 2960
},
{
"epoch": 2.76,
"learning_rate": 6.203531598513012e-05,
"loss": 0.0305,
"step": 2970
},
{
"epoch": 2.77,
"learning_rate": 6.157063197026023e-05,
"loss": 0.0052,
"step": 2980
},
{
"epoch": 2.78,
"learning_rate": 6.110594795539034e-05,
"loss": 0.1099,
"step": 2990
},
{
"epoch": 2.79,
"learning_rate": 6.064126394052045e-05,
"loss": 0.052,
"step": 3000
},
{
"epoch": 2.79,
"eval_accuracy": 0.8986417221937468,
"eval_f1": 0.8986417221937467,
"eval_loss": 0.4111975431442261,
"eval_precision": 0.8986417221937468,
"eval_recall": 0.8986417221937468,
"eval_runtime": 81.103,
"eval_samples_per_second": 96.223,
"eval_steps_per_second": 12.034,
"step": 3000
},
{
"epoch": 2.8,
"learning_rate": 6.017657992565055e-05,
"loss": 0.0631,
"step": 3010
},
{
"epoch": 2.81,
"learning_rate": 5.971189591078067e-05,
"loss": 0.0278,
"step": 3020
},
{
"epoch": 2.82,
"learning_rate": 5.924721189591078e-05,
"loss": 0.0268,
"step": 3030
},
{
"epoch": 2.83,
"learning_rate": 5.8782527881040895e-05,
"loss": 0.0075,
"step": 3040
},
{
"epoch": 2.83,
"learning_rate": 5.831784386617101e-05,
"loss": 0.0099,
"step": 3050
},
{
"epoch": 2.84,
"learning_rate": 5.785315985130112e-05,
"loss": 0.006,
"step": 3060
},
{
"epoch": 2.85,
"learning_rate": 5.738847583643123e-05,
"loss": 0.0424,
"step": 3070
},
{
"epoch": 2.86,
"learning_rate": 5.6923791821561346e-05,
"loss": 0.003,
"step": 3080
},
{
"epoch": 2.87,
"learning_rate": 5.645910780669146e-05,
"loss": 0.0343,
"step": 3090
},
{
"epoch": 2.88,
"learning_rate": 5.599442379182156e-05,
"loss": 0.0075,
"step": 3100
},
{
"epoch": 2.88,
"eval_accuracy": 0.902101486417222,
"eval_f1": 0.902101486417222,
"eval_loss": 0.4230574071407318,
"eval_precision": 0.902101486417222,
"eval_recall": 0.902101486417222,
"eval_runtime": 81.6651,
"eval_samples_per_second": 95.561,
"eval_steps_per_second": 11.951,
"step": 3100
},
{
"epoch": 2.89,
"learning_rate": 5.5529739776951675e-05,
"loss": 0.0509,
"step": 3110
},
{
"epoch": 2.9,
"learning_rate": 5.506505576208178e-05,
"loss": 0.0022,
"step": 3120
},
{
"epoch": 2.91,
"learning_rate": 5.46003717472119e-05,
"loss": 0.0023,
"step": 3130
},
{
"epoch": 2.92,
"learning_rate": 5.413568773234201e-05,
"loss": 0.0193,
"step": 3140
},
{
"epoch": 2.93,
"learning_rate": 5.3671003717472126e-05,
"loss": 0.0183,
"step": 3150
},
{
"epoch": 2.94,
"learning_rate": 5.320631970260223e-05,
"loss": 0.015,
"step": 3160
},
{
"epoch": 2.95,
"learning_rate": 5.274163568773235e-05,
"loss": 0.0223,
"step": 3170
},
{
"epoch": 2.96,
"learning_rate": 5.227695167286245e-05,
"loss": 0.0057,
"step": 3180
},
{
"epoch": 2.96,
"learning_rate": 5.181226765799256e-05,
"loss": 0.0336,
"step": 3190
},
{
"epoch": 2.97,
"learning_rate": 5.134758364312268e-05,
"loss": 0.0183,
"step": 3200
},
{
"epoch": 2.97,
"eval_accuracy": 0.89633521271143,
"eval_f1": 0.89633521271143,
"eval_loss": 0.41062062978744507,
"eval_precision": 0.89633521271143,
"eval_recall": 0.89633521271143,
"eval_runtime": 81.3975,
"eval_samples_per_second": 95.875,
"eval_steps_per_second": 11.991,
"step": 3200
},
{
"epoch": 2.98,
"learning_rate": 5.088289962825279e-05,
"loss": 0.0211,
"step": 3210
},
{
"epoch": 2.99,
"learning_rate": 5.04182156133829e-05,
"loss": 0.0057,
"step": 3220
},
{
"epoch": 3.0,
"learning_rate": 4.995353159851301e-05,
"loss": 0.0015,
"step": 3230
},
{
"epoch": 3.01,
"learning_rate": 4.948884758364313e-05,
"loss": 0.0021,
"step": 3240
},
{
"epoch": 3.02,
"learning_rate": 4.9024163568773235e-05,
"loss": 0.0027,
"step": 3250
},
{
"epoch": 3.03,
"learning_rate": 4.855947955390335e-05,
"loss": 0.0279,
"step": 3260
},
{
"epoch": 3.04,
"learning_rate": 4.8094795539033464e-05,
"loss": 0.0402,
"step": 3270
},
{
"epoch": 3.05,
"learning_rate": 4.763011152416357e-05,
"loss": 0.0024,
"step": 3280
},
{
"epoch": 3.06,
"learning_rate": 4.716542750929368e-05,
"loss": 0.0025,
"step": 3290
},
{
"epoch": 3.07,
"learning_rate": 4.670074349442379e-05,
"loss": 0.0134,
"step": 3300
},
{
"epoch": 3.07,
"eval_accuracy": 0.9031266017426961,
"eval_f1": 0.903126601742696,
"eval_loss": 0.42098259925842285,
"eval_precision": 0.9031266017426961,
"eval_recall": 0.9031266017426961,
"eval_runtime": 81.218,
"eval_samples_per_second": 96.087,
"eval_steps_per_second": 12.017,
"step": 3300
},
{
"epoch": 3.08,
"learning_rate": 4.623605947955391e-05,
"loss": 0.0009,
"step": 3310
},
{
"epoch": 3.09,
"learning_rate": 4.577137546468402e-05,
"loss": 0.001,
"step": 3320
},
{
"epoch": 3.09,
"learning_rate": 4.530669144981413e-05,
"loss": 0.0018,
"step": 3330
},
{
"epoch": 3.1,
"learning_rate": 4.484200743494424e-05,
"loss": 0.0077,
"step": 3340
},
{
"epoch": 3.11,
"learning_rate": 4.437732342007435e-05,
"loss": 0.0008,
"step": 3350
},
{
"epoch": 3.12,
"learning_rate": 4.3912639405204465e-05,
"loss": 0.004,
"step": 3360
},
{
"epoch": 3.13,
"learning_rate": 4.344795539033458e-05,
"loss": 0.0016,
"step": 3370
},
{
"epoch": 3.14,
"learning_rate": 4.298327137546469e-05,
"loss": 0.0009,
"step": 3380
},
{
"epoch": 3.15,
"learning_rate": 4.2518587360594795e-05,
"loss": 0.0225,
"step": 3390
},
{
"epoch": 3.16,
"learning_rate": 4.205390334572491e-05,
"loss": 0.0387,
"step": 3400
},
{
"epoch": 3.16,
"eval_accuracy": 0.9041517170681702,
"eval_f1": 0.9041517170681702,
"eval_loss": 0.4335762858390808,
"eval_precision": 0.9041517170681702,
"eval_recall": 0.9041517170681702,
"eval_runtime": 81.7574,
"eval_samples_per_second": 95.453,
"eval_steps_per_second": 11.938,
"step": 3400
},
{
"epoch": 3.17,
"learning_rate": 4.158921933085502e-05,
"loss": 0.0013,
"step": 3410
},
{
"epoch": 3.18,
"learning_rate": 4.112453531598513e-05,
"loss": 0.0237,
"step": 3420
},
{
"epoch": 3.19,
"learning_rate": 4.0659851301115245e-05,
"loss": 0.0031,
"step": 3430
},
{
"epoch": 3.2,
"learning_rate": 4.019516728624535e-05,
"loss": 0.0088,
"step": 3440
},
{
"epoch": 3.21,
"learning_rate": 3.973048327137547e-05,
"loss": 0.0021,
"step": 3450
},
{
"epoch": 3.22,
"learning_rate": 3.9265799256505575e-05,
"loss": 0.001,
"step": 3460
},
{
"epoch": 3.22,
"learning_rate": 3.880111524163569e-05,
"loss": 0.0014,
"step": 3470
},
{
"epoch": 3.23,
"learning_rate": 3.83364312267658e-05,
"loss": 0.0039,
"step": 3480
},
{
"epoch": 3.24,
"learning_rate": 3.787174721189591e-05,
"loss": 0.0047,
"step": 3490
},
{
"epoch": 3.25,
"learning_rate": 3.7407063197026025e-05,
"loss": 0.001,
"step": 3500
},
{
"epoch": 3.25,
"eval_accuracy": 0.8987698616094311,
"eval_f1": 0.8987698616094311,
"eval_loss": 0.46794891357421875,
"eval_precision": 0.8987698616094311,
"eval_recall": 0.8987698616094311,
"eval_runtime": 81.1297,
"eval_samples_per_second": 96.192,
"eval_steps_per_second": 12.03,
"step": 3500
},
{
"epoch": 3.26,
"learning_rate": 3.694237918215613e-05,
"loss": 0.0014,
"step": 3510
},
{
"epoch": 3.27,
"learning_rate": 3.647769516728625e-05,
"loss": 0.0008,
"step": 3520
},
{
"epoch": 3.28,
"learning_rate": 3.601301115241636e-05,
"loss": 0.0011,
"step": 3530
},
{
"epoch": 3.29,
"learning_rate": 3.5548327137546475e-05,
"loss": 0.0007,
"step": 3540
},
{
"epoch": 3.3,
"learning_rate": 3.5083643122676576e-05,
"loss": 0.0007,
"step": 3550
},
{
"epoch": 3.31,
"learning_rate": 3.461895910780669e-05,
"loss": 0.0211,
"step": 3560
},
{
"epoch": 3.32,
"learning_rate": 3.4154275092936805e-05,
"loss": 0.0406,
"step": 3570
},
{
"epoch": 3.33,
"learning_rate": 3.368959107806692e-05,
"loss": 0.0053,
"step": 3580
},
{
"epoch": 3.34,
"learning_rate": 3.322490706319703e-05,
"loss": 0.0038,
"step": 3590
},
{
"epoch": 3.35,
"learning_rate": 3.276022304832714e-05,
"loss": 0.0292,
"step": 3600
},
{
"epoch": 3.35,
"eval_accuracy": 0.8976166068682727,
"eval_f1": 0.8976166068682727,
"eval_loss": 0.4691353440284729,
"eval_precision": 0.8976166068682727,
"eval_recall": 0.8976166068682727,
"eval_runtime": 81.6274,
"eval_samples_per_second": 95.605,
"eval_steps_per_second": 11.957,
"step": 3600
},
{
"epoch": 3.36,
"learning_rate": 3.229553903345725e-05,
"loss": 0.0015,
"step": 3610
},
{
"epoch": 3.36,
"learning_rate": 3.183085501858736e-05,
"loss": 0.0019,
"step": 3620
},
{
"epoch": 3.37,
"learning_rate": 3.136617100371748e-05,
"loss": 0.007,
"step": 3630
},
{
"epoch": 3.38,
"learning_rate": 3.0901486988847585e-05,
"loss": 0.0037,
"step": 3640
},
{
"epoch": 3.39,
"learning_rate": 3.0436802973977696e-05,
"loss": 0.0025,
"step": 3650
},
{
"epoch": 3.4,
"learning_rate": 2.997211895910781e-05,
"loss": 0.0012,
"step": 3660
},
{
"epoch": 3.41,
"learning_rate": 2.950743494423792e-05,
"loss": 0.0012,
"step": 3670
},
{
"epoch": 3.42,
"learning_rate": 2.904275092936803e-05,
"loss": 0.0011,
"step": 3680
},
{
"epoch": 3.43,
"learning_rate": 2.8578066914498143e-05,
"loss": 0.0006,
"step": 3690
},
{
"epoch": 3.44,
"learning_rate": 2.8113382899628254e-05,
"loss": 0.0109,
"step": 3700
},
{
"epoch": 3.44,
"eval_accuracy": 0.9060738083034341,
"eval_f1": 0.9060738083034341,
"eval_loss": 0.47132211923599243,
"eval_precision": 0.9060738083034341,
"eval_recall": 0.9060738083034341,
"eval_runtime": 81.3336,
"eval_samples_per_second": 95.951,
"eval_steps_per_second": 12.0,
"step": 3700
},
{
"epoch": 3.45,
"learning_rate": 2.7648698884758368e-05,
"loss": 0.0007,
"step": 3710
},
{
"epoch": 3.46,
"learning_rate": 2.7184014869888475e-05,
"loss": 0.0006,
"step": 3720
},
{
"epoch": 3.47,
"learning_rate": 2.6719330855018586e-05,
"loss": 0.0006,
"step": 3730
},
{
"epoch": 3.48,
"learning_rate": 2.62546468401487e-05,
"loss": 0.0014,
"step": 3740
},
{
"epoch": 3.49,
"learning_rate": 2.578996282527881e-05,
"loss": 0.0006,
"step": 3750
},
{
"epoch": 3.49,
"learning_rate": 2.5325278810408926e-05,
"loss": 0.0018,
"step": 3760
},
{
"epoch": 3.5,
"learning_rate": 2.4860594795539037e-05,
"loss": 0.0011,
"step": 3770
},
{
"epoch": 3.51,
"learning_rate": 2.4395910780669144e-05,
"loss": 0.0006,
"step": 3780
},
{
"epoch": 3.52,
"learning_rate": 2.393122676579926e-05,
"loss": 0.0156,
"step": 3790
},
{
"epoch": 3.53,
"learning_rate": 2.346654275092937e-05,
"loss": 0.0007,
"step": 3800
},
{
"epoch": 3.53,
"eval_accuracy": 0.9062019477191184,
"eval_f1": 0.9062019477191184,
"eval_loss": 0.48416757583618164,
"eval_precision": 0.9062019477191184,
"eval_recall": 0.9062019477191184,
"eval_runtime": 81.9896,
"eval_samples_per_second": 95.183,
"eval_steps_per_second": 11.904,
"step": 3800
},
{
"epoch": 3.54,
"learning_rate": 2.300185873605948e-05,
"loss": 0.0007,
"step": 3810
},
{
"epoch": 3.55,
"learning_rate": 2.253717472118959e-05,
"loss": 0.0007,
"step": 3820
},
{
"epoch": 3.56,
"learning_rate": 2.2072490706319702e-05,
"loss": 0.0027,
"step": 3830
},
{
"epoch": 3.57,
"learning_rate": 2.1607806691449813e-05,
"loss": 0.0008,
"step": 3840
},
{
"epoch": 3.58,
"learning_rate": 2.1143122676579928e-05,
"loss": 0.0007,
"step": 3850
},
{
"epoch": 3.59,
"learning_rate": 2.067843866171004e-05,
"loss": 0.0005,
"step": 3860
},
{
"epoch": 3.6,
"learning_rate": 2.021375464684015e-05,
"loss": 0.0153,
"step": 3870
},
{
"epoch": 3.61,
"learning_rate": 1.9749070631970264e-05,
"loss": 0.0006,
"step": 3880
},
{
"epoch": 3.62,
"learning_rate": 1.928438661710037e-05,
"loss": 0.0006,
"step": 3890
},
{
"epoch": 3.62,
"learning_rate": 1.8819702602230486e-05,
"loss": 0.0023,
"step": 3900
},
{
"epoch": 3.62,
"eval_accuracy": 0.9041517170681702,
"eval_f1": 0.9041517170681702,
"eval_loss": 0.4973074495792389,
"eval_precision": 0.9041517170681702,
"eval_recall": 0.9041517170681702,
"eval_runtime": 81.5112,
"eval_samples_per_second": 95.741,
"eval_steps_per_second": 11.974,
"step": 3900
},
{
"epoch": 3.63,
"learning_rate": 1.8355018587360597e-05,
"loss": 0.0006,
"step": 3910
},
{
"epoch": 3.64,
"learning_rate": 1.7890334572490707e-05,
"loss": 0.0006,
"step": 3920
},
{
"epoch": 3.65,
"learning_rate": 1.742565055762082e-05,
"loss": 0.0008,
"step": 3930
},
{
"epoch": 3.66,
"learning_rate": 1.696096654275093e-05,
"loss": 0.0005,
"step": 3940
},
{
"epoch": 3.67,
"learning_rate": 1.649628252788104e-05,
"loss": 0.0006,
"step": 3950
},
{
"epoch": 3.68,
"learning_rate": 1.6031598513011155e-05,
"loss": 0.0005,
"step": 3960
},
{
"epoch": 3.69,
"learning_rate": 1.5566914498141262e-05,
"loss": 0.0011,
"step": 3970
},
{
"epoch": 3.7,
"learning_rate": 1.5102230483271376e-05,
"loss": 0.0005,
"step": 3980
},
{
"epoch": 3.71,
"learning_rate": 1.4637546468401489e-05,
"loss": 0.0006,
"step": 3990
},
{
"epoch": 3.72,
"learning_rate": 1.4172862453531598e-05,
"loss": 0.0039,
"step": 4000
},
{
"epoch": 3.72,
"eval_accuracy": 0.9042798564838544,
"eval_f1": 0.9042798564838544,
"eval_loss": 0.4993748068809509,
"eval_precision": 0.9042798564838544,
"eval_recall": 0.9042798564838544,
"eval_runtime": 81.7239,
"eval_samples_per_second": 95.492,
"eval_steps_per_second": 11.943,
"step": 4000
},
{
"epoch": 3.73,
"learning_rate": 1.3708178438661713e-05,
"loss": 0.0009,
"step": 4010
},
{
"epoch": 3.74,
"learning_rate": 1.3243494423791822e-05,
"loss": 0.0012,
"step": 4020
},
{
"epoch": 3.75,
"learning_rate": 1.2778810408921934e-05,
"loss": 0.0183,
"step": 4030
},
{
"epoch": 3.75,
"learning_rate": 1.2314126394052045e-05,
"loss": 0.0066,
"step": 4040
},
{
"epoch": 3.76,
"learning_rate": 1.1849442379182158e-05,
"loss": 0.0008,
"step": 4050
},
{
"epoch": 3.77,
"learning_rate": 1.1384758364312269e-05,
"loss": 0.0005,
"step": 4060
},
{
"epoch": 3.78,
"learning_rate": 1.092007434944238e-05,
"loss": 0.0006,
"step": 4070
},
{
"epoch": 3.79,
"learning_rate": 1.0455390334572492e-05,
"loss": 0.001,
"step": 4080
},
{
"epoch": 3.8,
"learning_rate": 9.990706319702603e-06,
"loss": 0.0005,
"step": 4090
},
{
"epoch": 3.81,
"learning_rate": 9.526022304832714e-06,
"loss": 0.0005,
"step": 4100
},
{
"epoch": 3.81,
"eval_accuracy": 0.9059456688877499,
"eval_f1": 0.9059456688877499,
"eval_loss": 0.4907146096229553,
"eval_precision": 0.9059456688877499,
"eval_recall": 0.9059456688877499,
"eval_runtime": 81.779,
"eval_samples_per_second": 95.428,
"eval_steps_per_second": 11.935,
"step": 4100
},
{
"epoch": 3.82,
"learning_rate": 9.061338289962825e-06,
"loss": 0.0019,
"step": 4110
},
{
"epoch": 3.83,
"learning_rate": 8.596654275092938e-06,
"loss": 0.0099,
"step": 4120
},
{
"epoch": 3.84,
"learning_rate": 8.131970260223049e-06,
"loss": 0.0005,
"step": 4130
},
{
"epoch": 3.85,
"learning_rate": 7.66728624535316e-06,
"loss": 0.0005,
"step": 4140
},
{
"epoch": 3.86,
"learning_rate": 7.202602230483271e-06,
"loss": 0.0005,
"step": 4150
},
{
"epoch": 3.87,
"learning_rate": 6.737918215613382e-06,
"loss": 0.0005,
"step": 4160
},
{
"epoch": 3.88,
"learning_rate": 6.273234200743494e-06,
"loss": 0.0014,
"step": 4170
},
{
"epoch": 3.88,
"learning_rate": 5.808550185873606e-06,
"loss": 0.0005,
"step": 4180
},
{
"epoch": 3.89,
"learning_rate": 5.343866171003718e-06,
"loss": 0.0005,
"step": 4190
},
{
"epoch": 3.9,
"learning_rate": 4.879182156133829e-06,
"loss": 0.0005,
"step": 4200
},
{
"epoch": 3.9,
"eval_accuracy": 0.9058175294720656,
"eval_f1": 0.9058175294720656,
"eval_loss": 0.4918811023235321,
"eval_precision": 0.9058175294720656,
"eval_recall": 0.9058175294720656,
"eval_runtime": 82.9585,
"eval_samples_per_second": 94.071,
"eval_steps_per_second": 11.765,
"step": 4200
},
{
"epoch": 3.91,
"learning_rate": 4.414498141263941e-06,
"loss": 0.0007,
"step": 4210
},
{
"epoch": 3.92,
"learning_rate": 3.949814126394052e-06,
"loss": 0.0005,
"step": 4220
},
{
"epoch": 3.93,
"learning_rate": 3.485130111524164e-06,
"loss": 0.0006,
"step": 4230
},
{
"epoch": 3.94,
"learning_rate": 3.020446096654275e-06,
"loss": 0.0007,
"step": 4240
},
{
"epoch": 3.95,
"learning_rate": 2.5557620817843865e-06,
"loss": 0.0005,
"step": 4250
},
{
"epoch": 3.96,
"learning_rate": 2.0910780669144983e-06,
"loss": 0.0006,
"step": 4260
},
{
"epoch": 3.97,
"learning_rate": 1.6263940520446099e-06,
"loss": 0.0028,
"step": 4270
},
{
"epoch": 3.98,
"learning_rate": 1.1617100371747212e-06,
"loss": 0.0004,
"step": 4280
},
{
"epoch": 3.99,
"learning_rate": 6.970260223048328e-07,
"loss": 0.0004,
"step": 4290
},
{
"epoch": 4.0,
"learning_rate": 2.3234200743494425e-07,
"loss": 0.0432,
"step": 4300
},
{
"epoch": 4.0,
"eval_accuracy": 0.9059456688877499,
"eval_f1": 0.9059456688877499,
"eval_loss": 0.49230173230171204,
"eval_precision": 0.9059456688877499,
"eval_recall": 0.9059456688877499,
"eval_runtime": 81.5662,
"eval_samples_per_second": 95.677,
"eval_steps_per_second": 11.966,
"step": 4300
},
{
"epoch": 4.0,
"step": 4304,
"total_flos": 1.899937193661481e+19,
"train_loss": 0.10234801637709443,
"train_runtime": 5842.5525,
"train_samples_per_second": 11.785,
"train_steps_per_second": 0.737
}
],
"max_steps": 4304,
"num_train_epochs": 4,
"total_flos": 1.899937193661481e+19,
"trial_name": null,
"trial_params": null
}