BeiT_NSCLC_lr2e-5 / trainer_state.json
alicelouis's picture
Upload 7 files
9bfbc6b
raw
history blame
64.9 kB
{
"best_metric": 0.99,
"best_model_checkpoint": "./Beit-LungCancerbeit2e-5/checkpoint-3297",
"epoch": 30.0,
"global_step": 4710,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.06,
"learning_rate": 3.397027600849257e-07,
"loss": 1.7055,
"step": 10
},
{
"epoch": 0.13,
"learning_rate": 7.643312101910829e-07,
"loss": 1.7461,
"step": 20
},
{
"epoch": 0.19,
"learning_rate": 1.1889596602972401e-06,
"loss": 1.5472,
"step": 30
},
{
"epoch": 0.25,
"learning_rate": 1.613588110403397e-06,
"loss": 1.2834,
"step": 40
},
{
"epoch": 0.32,
"learning_rate": 2.0382165605095544e-06,
"loss": 1.0778,
"step": 50
},
{
"epoch": 0.38,
"learning_rate": 2.4628450106157116e-06,
"loss": 0.9111,
"step": 60
},
{
"epoch": 0.45,
"learning_rate": 2.8874734607218683e-06,
"loss": 0.8629,
"step": 70
},
{
"epoch": 0.51,
"learning_rate": 3.3121019108280255e-06,
"loss": 0.7923,
"step": 80
},
{
"epoch": 0.57,
"learning_rate": 3.7367303609341826e-06,
"loss": 0.7736,
"step": 90
},
{
"epoch": 0.64,
"learning_rate": 4.16135881104034e-06,
"loss": 0.6986,
"step": 100
},
{
"epoch": 0.7,
"learning_rate": 4.585987261146497e-06,
"loss": 0.6813,
"step": 110
},
{
"epoch": 0.76,
"learning_rate": 5.0106157112526545e-06,
"loss": 0.6384,
"step": 120
},
{
"epoch": 0.83,
"learning_rate": 5.435244161358811e-06,
"loss": 0.6333,
"step": 130
},
{
"epoch": 0.89,
"learning_rate": 5.859872611464969e-06,
"loss": 0.5907,
"step": 140
},
{
"epoch": 0.96,
"learning_rate": 6.284501061571126e-06,
"loss": 0.6305,
"step": 150
},
{
"epoch": 1.0,
"eval_accuracy": 0.6375,
"eval_loss": 0.718781590461731,
"eval_runtime": 67.1207,
"eval_samples_per_second": 5.959,
"eval_steps_per_second": 0.745,
"step": 157
},
{
"epoch": 1.02,
"learning_rate": 6.709129511677282e-06,
"loss": 0.6018,
"step": 160
},
{
"epoch": 1.08,
"learning_rate": 7.091295116772824e-06,
"loss": 0.5399,
"step": 170
},
{
"epoch": 1.15,
"learning_rate": 7.515923566878982e-06,
"loss": 0.5101,
"step": 180
},
{
"epoch": 1.21,
"learning_rate": 7.940552016985139e-06,
"loss": 0.5172,
"step": 190
},
{
"epoch": 1.27,
"learning_rate": 8.365180467091297e-06,
"loss": 0.5191,
"step": 200
},
{
"epoch": 1.34,
"learning_rate": 8.789808917197454e-06,
"loss": 0.4911,
"step": 210
},
{
"epoch": 1.4,
"learning_rate": 9.21443736730361e-06,
"loss": 0.511,
"step": 220
},
{
"epoch": 1.46,
"learning_rate": 9.639065817409767e-06,
"loss": 0.4754,
"step": 230
},
{
"epoch": 1.53,
"learning_rate": 1.0063694267515924e-05,
"loss": 0.4507,
"step": 240
},
{
"epoch": 1.59,
"learning_rate": 1.048832271762208e-05,
"loss": 0.4725,
"step": 250
},
{
"epoch": 1.66,
"learning_rate": 1.0912951167728239e-05,
"loss": 0.4585,
"step": 260
},
{
"epoch": 1.72,
"learning_rate": 1.1337579617834396e-05,
"loss": 0.4159,
"step": 270
},
{
"epoch": 1.78,
"learning_rate": 1.1762208067940553e-05,
"loss": 0.4225,
"step": 280
},
{
"epoch": 1.85,
"learning_rate": 1.218683651804671e-05,
"loss": 0.3766,
"step": 290
},
{
"epoch": 1.91,
"learning_rate": 1.2611464968152866e-05,
"loss": 0.4066,
"step": 300
},
{
"epoch": 1.97,
"learning_rate": 1.3036093418259024e-05,
"loss": 0.4162,
"step": 310
},
{
"epoch": 2.0,
"eval_accuracy": 0.87,
"eval_loss": 0.339584082365036,
"eval_runtime": 3.5366,
"eval_samples_per_second": 113.104,
"eval_steps_per_second": 14.138,
"step": 314
},
{
"epoch": 2.04,
"learning_rate": 1.3460721868365181e-05,
"loss": 0.3861,
"step": 320
},
{
"epoch": 2.1,
"learning_rate": 1.3885350318471338e-05,
"loss": 0.3062,
"step": 330
},
{
"epoch": 2.17,
"learning_rate": 1.4309978768577495e-05,
"loss": 0.2826,
"step": 340
},
{
"epoch": 2.23,
"learning_rate": 1.4734607218683651e-05,
"loss": 0.2979,
"step": 350
},
{
"epoch": 2.29,
"learning_rate": 1.5159235668789811e-05,
"loss": 0.2812,
"step": 360
},
{
"epoch": 2.36,
"learning_rate": 1.5583864118895968e-05,
"loss": 0.2323,
"step": 370
},
{
"epoch": 2.42,
"learning_rate": 1.6008492569002127e-05,
"loss": 0.2541,
"step": 380
},
{
"epoch": 2.48,
"learning_rate": 1.643312101910828e-05,
"loss": 0.229,
"step": 390
},
{
"epoch": 2.55,
"learning_rate": 1.685774946921444e-05,
"loss": 0.2631,
"step": 400
},
{
"epoch": 2.61,
"learning_rate": 1.7282377919320595e-05,
"loss": 0.2704,
"step": 410
},
{
"epoch": 2.68,
"learning_rate": 1.7707006369426754e-05,
"loss": 0.2792,
"step": 420
},
{
"epoch": 2.74,
"learning_rate": 1.8131634819532912e-05,
"loss": 0.2358,
"step": 430
},
{
"epoch": 2.8,
"learning_rate": 1.8556263269639067e-05,
"loss": 0.248,
"step": 440
},
{
"epoch": 2.87,
"learning_rate": 1.8980891719745225e-05,
"loss": 0.1844,
"step": 450
},
{
"epoch": 2.93,
"learning_rate": 1.940552016985138e-05,
"loss": 0.2244,
"step": 460
},
{
"epoch": 2.99,
"learning_rate": 1.983014861995754e-05,
"loss": 0.192,
"step": 470
},
{
"epoch": 3.0,
"eval_accuracy": 0.925,
"eval_loss": 0.21070748567581177,
"eval_runtime": 3.5552,
"eval_samples_per_second": 112.511,
"eval_steps_per_second": 14.064,
"step": 471
},
{
"epoch": 3.06,
"learning_rate": 1.9971691436659592e-05,
"loss": 0.1972,
"step": 480
},
{
"epoch": 3.12,
"learning_rate": 1.9924510497758907e-05,
"loss": 0.1875,
"step": 490
},
{
"epoch": 3.18,
"learning_rate": 1.9877329558858223e-05,
"loss": 0.1261,
"step": 500
},
{
"epoch": 3.25,
"learning_rate": 1.983014861995754e-05,
"loss": 0.1463,
"step": 510
},
{
"epoch": 3.31,
"learning_rate": 1.9782967681056855e-05,
"loss": 0.1455,
"step": 520
},
{
"epoch": 3.38,
"learning_rate": 1.973578674215617e-05,
"loss": 0.1335,
"step": 530
},
{
"epoch": 3.44,
"learning_rate": 1.9688605803255486e-05,
"loss": 0.1754,
"step": 540
},
{
"epoch": 3.5,
"learning_rate": 1.9641424864354802e-05,
"loss": 0.1456,
"step": 550
},
{
"epoch": 3.57,
"learning_rate": 1.9594243925454118e-05,
"loss": 0.1693,
"step": 560
},
{
"epoch": 3.63,
"learning_rate": 1.9547062986553433e-05,
"loss": 0.1019,
"step": 570
},
{
"epoch": 3.69,
"learning_rate": 1.949988204765275e-05,
"loss": 0.1324,
"step": 580
},
{
"epoch": 3.76,
"learning_rate": 1.9452701108752065e-05,
"loss": 0.1422,
"step": 590
},
{
"epoch": 3.82,
"learning_rate": 1.940552016985138e-05,
"loss": 0.0882,
"step": 600
},
{
"epoch": 3.89,
"learning_rate": 1.9358339230950696e-05,
"loss": 0.1039,
"step": 610
},
{
"epoch": 3.95,
"learning_rate": 1.9311158292050015e-05,
"loss": 0.0832,
"step": 620
},
{
"epoch": 4.0,
"eval_accuracy": 0.8925,
"eval_loss": 0.31647127866744995,
"eval_runtime": 3.9256,
"eval_samples_per_second": 101.896,
"eval_steps_per_second": 12.737,
"step": 628
},
{
"epoch": 4.01,
"learning_rate": 1.926397735314933e-05,
"loss": 0.1326,
"step": 630
},
{
"epoch": 4.08,
"learning_rate": 1.9216796414248643e-05,
"loss": 0.0947,
"step": 640
},
{
"epoch": 4.14,
"learning_rate": 1.916961547534796e-05,
"loss": 0.0796,
"step": 650
},
{
"epoch": 4.2,
"learning_rate": 1.9122434536447275e-05,
"loss": 0.1037,
"step": 660
},
{
"epoch": 4.27,
"learning_rate": 1.9075253597546594e-05,
"loss": 0.0643,
"step": 670
},
{
"epoch": 4.33,
"learning_rate": 1.902807265864591e-05,
"loss": 0.0983,
"step": 680
},
{
"epoch": 4.39,
"learning_rate": 1.8980891719745225e-05,
"loss": 0.0984,
"step": 690
},
{
"epoch": 4.46,
"learning_rate": 1.893371078084454e-05,
"loss": 0.0654,
"step": 700
},
{
"epoch": 4.52,
"learning_rate": 1.8886529841943857e-05,
"loss": 0.0701,
"step": 710
},
{
"epoch": 4.59,
"learning_rate": 1.8839348903043173e-05,
"loss": 0.0725,
"step": 720
},
{
"epoch": 4.65,
"learning_rate": 1.879216796414249e-05,
"loss": 0.0336,
"step": 730
},
{
"epoch": 4.71,
"learning_rate": 1.8744987025241804e-05,
"loss": 0.0597,
"step": 740
},
{
"epoch": 4.78,
"learning_rate": 1.869780608634112e-05,
"loss": 0.0975,
"step": 750
},
{
"epoch": 4.84,
"learning_rate": 1.8650625147440436e-05,
"loss": 0.0814,
"step": 760
},
{
"epoch": 4.9,
"learning_rate": 1.860344420853975e-05,
"loss": 0.0812,
"step": 770
},
{
"epoch": 4.97,
"learning_rate": 1.8556263269639067e-05,
"loss": 0.0589,
"step": 780
},
{
"epoch": 5.0,
"eval_accuracy": 0.9825,
"eval_loss": 0.05781665816903114,
"eval_runtime": 3.5713,
"eval_samples_per_second": 112.003,
"eval_steps_per_second": 14.0,
"step": 785
},
{
"epoch": 5.03,
"learning_rate": 1.8509082330738383e-05,
"loss": 0.0605,
"step": 790
},
{
"epoch": 5.1,
"learning_rate": 1.84619013918377e-05,
"loss": 0.0455,
"step": 800
},
{
"epoch": 5.16,
"learning_rate": 1.8414720452937018e-05,
"loss": 0.0443,
"step": 810
},
{
"epoch": 5.22,
"learning_rate": 1.836753951403633e-05,
"loss": 0.0592,
"step": 820
},
{
"epoch": 5.29,
"learning_rate": 1.8320358575135646e-05,
"loss": 0.0462,
"step": 830
},
{
"epoch": 5.35,
"learning_rate": 1.827317763623496e-05,
"loss": 0.0535,
"step": 840
},
{
"epoch": 5.41,
"learning_rate": 1.8225996697334277e-05,
"loss": 0.0905,
"step": 850
},
{
"epoch": 5.48,
"learning_rate": 1.8178815758433593e-05,
"loss": 0.0432,
"step": 860
},
{
"epoch": 5.54,
"learning_rate": 1.8131634819532912e-05,
"loss": 0.0576,
"step": 870
},
{
"epoch": 5.61,
"learning_rate": 1.8084453880632228e-05,
"loss": 0.0209,
"step": 880
},
{
"epoch": 5.67,
"learning_rate": 1.8037272941731543e-05,
"loss": 0.0587,
"step": 890
},
{
"epoch": 5.73,
"learning_rate": 1.7990092002830856e-05,
"loss": 0.0327,
"step": 900
},
{
"epoch": 5.8,
"learning_rate": 1.794291106393017e-05,
"loss": 0.0707,
"step": 910
},
{
"epoch": 5.86,
"learning_rate": 1.789573012502949e-05,
"loss": 0.0613,
"step": 920
},
{
"epoch": 5.92,
"learning_rate": 1.7848549186128806e-05,
"loss": 0.0772,
"step": 930
},
{
"epoch": 5.99,
"learning_rate": 1.7801368247228122e-05,
"loss": 0.0243,
"step": 940
},
{
"epoch": 6.0,
"eval_accuracy": 0.9875,
"eval_loss": 0.0692724883556366,
"eval_runtime": 3.5461,
"eval_samples_per_second": 112.801,
"eval_steps_per_second": 14.1,
"step": 942
},
{
"epoch": 6.05,
"learning_rate": 1.7754187308327438e-05,
"loss": 0.0374,
"step": 950
},
{
"epoch": 6.11,
"learning_rate": 1.7707006369426754e-05,
"loss": 0.0676,
"step": 960
},
{
"epoch": 6.18,
"learning_rate": 1.765982543052607e-05,
"loss": 0.0218,
"step": 970
},
{
"epoch": 6.24,
"learning_rate": 1.7612644491625385e-05,
"loss": 0.0356,
"step": 980
},
{
"epoch": 6.31,
"learning_rate": 1.75654635527247e-05,
"loss": 0.0374,
"step": 990
},
{
"epoch": 6.37,
"learning_rate": 1.7518282613824017e-05,
"loss": 0.027,
"step": 1000
},
{
"epoch": 6.43,
"learning_rate": 1.7471101674923332e-05,
"loss": 0.0303,
"step": 1010
},
{
"epoch": 6.5,
"learning_rate": 1.7423920736022648e-05,
"loss": 0.0197,
"step": 1020
},
{
"epoch": 6.56,
"learning_rate": 1.738145789101203e-05,
"loss": 0.0187,
"step": 1030
},
{
"epoch": 6.62,
"learning_rate": 1.7334276952111347e-05,
"loss": 0.052,
"step": 1040
},
{
"epoch": 6.69,
"learning_rate": 1.7287096013210666e-05,
"loss": 0.0256,
"step": 1050
},
{
"epoch": 6.75,
"learning_rate": 1.7239915074309982e-05,
"loss": 0.0608,
"step": 1060
},
{
"epoch": 6.82,
"learning_rate": 1.7192734135409298e-05,
"loss": 0.0361,
"step": 1070
},
{
"epoch": 6.88,
"learning_rate": 1.714555319650861e-05,
"loss": 0.0633,
"step": 1080
},
{
"epoch": 6.94,
"learning_rate": 1.7098372257607926e-05,
"loss": 0.0199,
"step": 1090
},
{
"epoch": 7.0,
"eval_accuracy": 0.975,
"eval_loss": 0.1500987559556961,
"eval_runtime": 3.5476,
"eval_samples_per_second": 112.752,
"eval_steps_per_second": 14.094,
"step": 1099
},
{
"epoch": 7.01,
"learning_rate": 1.705119131870724e-05,
"loss": 0.0324,
"step": 1100
},
{
"epoch": 7.07,
"learning_rate": 1.700401037980656e-05,
"loss": 0.0678,
"step": 1110
},
{
"epoch": 7.13,
"learning_rate": 1.6956829440905876e-05,
"loss": 0.0372,
"step": 1120
},
{
"epoch": 7.2,
"learning_rate": 1.6909648502005192e-05,
"loss": 0.0232,
"step": 1130
},
{
"epoch": 7.26,
"learning_rate": 1.6862467563104508e-05,
"loss": 0.0244,
"step": 1140
},
{
"epoch": 7.32,
"learning_rate": 1.6815286624203824e-05,
"loss": 0.0155,
"step": 1150
},
{
"epoch": 7.39,
"learning_rate": 1.676810568530314e-05,
"loss": 0.0114,
"step": 1160
},
{
"epoch": 7.45,
"learning_rate": 1.6720924746402455e-05,
"loss": 0.0367,
"step": 1170
},
{
"epoch": 7.52,
"learning_rate": 1.667374380750177e-05,
"loss": 0.0128,
"step": 1180
},
{
"epoch": 7.58,
"learning_rate": 1.6626562868601087e-05,
"loss": 0.0181,
"step": 1190
},
{
"epoch": 7.64,
"learning_rate": 1.6579381929700402e-05,
"loss": 0.025,
"step": 1200
},
{
"epoch": 7.71,
"learning_rate": 1.6532200990799718e-05,
"loss": 0.0456,
"step": 1210
},
{
"epoch": 7.77,
"learning_rate": 1.6485020051899034e-05,
"loss": 0.0291,
"step": 1220
},
{
"epoch": 7.83,
"learning_rate": 1.643783911299835e-05,
"loss": 0.0157,
"step": 1230
},
{
"epoch": 7.9,
"learning_rate": 1.6390658174097665e-05,
"loss": 0.0204,
"step": 1240
},
{
"epoch": 7.96,
"learning_rate": 1.6343477235196984e-05,
"loss": 0.0201,
"step": 1250
},
{
"epoch": 8.0,
"eval_accuracy": 0.97,
"eval_loss": 0.10987219214439392,
"eval_runtime": 3.5493,
"eval_samples_per_second": 112.697,
"eval_steps_per_second": 14.087,
"step": 1256
},
{
"epoch": 8.03,
"learning_rate": 1.6296296296296297e-05,
"loss": 0.0246,
"step": 1260
},
{
"epoch": 8.09,
"learning_rate": 1.6249115357395612e-05,
"loss": 0.0304,
"step": 1270
},
{
"epoch": 8.15,
"learning_rate": 1.6201934418494928e-05,
"loss": 0.0304,
"step": 1280
},
{
"epoch": 8.22,
"learning_rate": 1.6154753479594244e-05,
"loss": 0.0083,
"step": 1290
},
{
"epoch": 8.28,
"learning_rate": 1.6107572540693563e-05,
"loss": 0.0244,
"step": 1300
},
{
"epoch": 8.34,
"learning_rate": 1.606039160179288e-05,
"loss": 0.0252,
"step": 1310
},
{
"epoch": 8.41,
"learning_rate": 1.6013210662892194e-05,
"loss": 0.0153,
"step": 1320
},
{
"epoch": 8.47,
"learning_rate": 1.596602972399151e-05,
"loss": 0.0219,
"step": 1330
},
{
"epoch": 8.54,
"learning_rate": 1.5918848785090822e-05,
"loss": 0.0198,
"step": 1340
},
{
"epoch": 8.6,
"learning_rate": 1.5871667846190138e-05,
"loss": 0.0144,
"step": 1350
},
{
"epoch": 8.66,
"learning_rate": 1.5824486907289457e-05,
"loss": 0.0165,
"step": 1360
},
{
"epoch": 8.73,
"learning_rate": 1.5777305968388773e-05,
"loss": 0.0113,
"step": 1370
},
{
"epoch": 8.79,
"learning_rate": 1.573012502948809e-05,
"loss": 0.0264,
"step": 1380
},
{
"epoch": 8.85,
"learning_rate": 1.5682944090587405e-05,
"loss": 0.0274,
"step": 1390
},
{
"epoch": 8.92,
"learning_rate": 1.563576315168672e-05,
"loss": 0.0079,
"step": 1400
},
{
"epoch": 8.98,
"learning_rate": 1.5588582212786036e-05,
"loss": 0.021,
"step": 1410
},
{
"epoch": 9.0,
"eval_accuracy": 0.9825,
"eval_loss": 0.13185830414295197,
"eval_runtime": 3.7445,
"eval_samples_per_second": 106.822,
"eval_steps_per_second": 13.353,
"step": 1413
},
{
"epoch": 9.04,
"learning_rate": 1.5541401273885352e-05,
"loss": 0.0206,
"step": 1420
},
{
"epoch": 9.11,
"learning_rate": 1.5494220334984667e-05,
"loss": 0.0157,
"step": 1430
},
{
"epoch": 9.17,
"learning_rate": 1.5447039396083983e-05,
"loss": 0.0071,
"step": 1440
},
{
"epoch": 9.24,
"learning_rate": 1.53998584571833e-05,
"loss": 0.0225,
"step": 1450
},
{
"epoch": 9.3,
"learning_rate": 1.5352677518282615e-05,
"loss": 0.0262,
"step": 1460
},
{
"epoch": 9.36,
"learning_rate": 1.530549657938193e-05,
"loss": 0.0172,
"step": 1470
},
{
"epoch": 9.43,
"learning_rate": 1.5258315640481248e-05,
"loss": 0.0071,
"step": 1480
},
{
"epoch": 9.49,
"learning_rate": 1.5211134701580564e-05,
"loss": 0.0069,
"step": 1490
},
{
"epoch": 9.55,
"learning_rate": 1.516395376267988e-05,
"loss": 0.0035,
"step": 1500
},
{
"epoch": 9.62,
"learning_rate": 1.5116772823779195e-05,
"loss": 0.0186,
"step": 1510
},
{
"epoch": 9.68,
"learning_rate": 1.5069591884878509e-05,
"loss": 0.011,
"step": 1520
},
{
"epoch": 9.75,
"learning_rate": 1.5022410945977825e-05,
"loss": 0.0165,
"step": 1530
},
{
"epoch": 9.81,
"learning_rate": 1.4975230007077142e-05,
"loss": 0.0118,
"step": 1540
},
{
"epoch": 9.87,
"learning_rate": 1.4928049068176458e-05,
"loss": 0.0395,
"step": 1550
},
{
"epoch": 9.94,
"learning_rate": 1.4880868129275774e-05,
"loss": 0.009,
"step": 1560
},
{
"epoch": 10.0,
"learning_rate": 1.483368719037509e-05,
"loss": 0.0139,
"step": 1570
},
{
"epoch": 10.0,
"eval_accuracy": 0.96,
"eval_loss": 0.17666393518447876,
"eval_runtime": 3.6723,
"eval_samples_per_second": 108.923,
"eval_steps_per_second": 13.615,
"step": 1570
},
{
"epoch": 10.06,
"learning_rate": 1.4786506251474407e-05,
"loss": 0.0215,
"step": 1580
},
{
"epoch": 10.13,
"learning_rate": 1.4739325312573723e-05,
"loss": 0.0047,
"step": 1590
},
{
"epoch": 10.19,
"learning_rate": 1.4692144373673037e-05,
"loss": 0.0037,
"step": 1600
},
{
"epoch": 10.25,
"learning_rate": 1.4644963434772352e-05,
"loss": 0.0107,
"step": 1610
},
{
"epoch": 10.32,
"learning_rate": 1.4597782495871668e-05,
"loss": 0.0265,
"step": 1620
},
{
"epoch": 10.38,
"learning_rate": 1.4550601556970985e-05,
"loss": 0.0178,
"step": 1630
},
{
"epoch": 10.45,
"learning_rate": 1.4503420618070301e-05,
"loss": 0.021,
"step": 1640
},
{
"epoch": 10.51,
"learning_rate": 1.4456239679169617e-05,
"loss": 0.0102,
"step": 1650
},
{
"epoch": 10.57,
"learning_rate": 1.4409058740268933e-05,
"loss": 0.0347,
"step": 1660
},
{
"epoch": 10.64,
"learning_rate": 1.4361877801368248e-05,
"loss": 0.0063,
"step": 1670
},
{
"epoch": 10.7,
"learning_rate": 1.4314696862467566e-05,
"loss": 0.0042,
"step": 1680
},
{
"epoch": 10.76,
"learning_rate": 1.426751592356688e-05,
"loss": 0.0137,
"step": 1690
},
{
"epoch": 10.83,
"learning_rate": 1.4220334984666196e-05,
"loss": 0.008,
"step": 1700
},
{
"epoch": 10.89,
"learning_rate": 1.4173154045765511e-05,
"loss": 0.0022,
"step": 1710
},
{
"epoch": 10.96,
"learning_rate": 1.4125973106864827e-05,
"loss": 0.016,
"step": 1720
},
{
"epoch": 11.0,
"eval_accuracy": 0.9775,
"eval_loss": 0.0946773886680603,
"eval_runtime": 3.6096,
"eval_samples_per_second": 110.817,
"eval_steps_per_second": 13.852,
"step": 1727
},
{
"epoch": 11.02,
"learning_rate": 1.4078792167964144e-05,
"loss": 0.0124,
"step": 1730
},
{
"epoch": 11.08,
"learning_rate": 1.403161122906346e-05,
"loss": 0.0126,
"step": 1740
},
{
"epoch": 11.15,
"learning_rate": 1.3984430290162776e-05,
"loss": 0.0016,
"step": 1750
},
{
"epoch": 11.21,
"learning_rate": 1.3937249351262092e-05,
"loss": 0.0097,
"step": 1760
},
{
"epoch": 11.27,
"learning_rate": 1.3890068412361409e-05,
"loss": 0.0161,
"step": 1770
},
{
"epoch": 11.34,
"learning_rate": 1.3842887473460721e-05,
"loss": 0.0058,
"step": 1780
},
{
"epoch": 11.4,
"learning_rate": 1.3795706534560039e-05,
"loss": 0.0102,
"step": 1790
},
{
"epoch": 11.46,
"learning_rate": 1.3748525595659355e-05,
"loss": 0.0329,
"step": 1800
},
{
"epoch": 11.53,
"learning_rate": 1.370134465675867e-05,
"loss": 0.0223,
"step": 1810
},
{
"epoch": 11.59,
"learning_rate": 1.3654163717857986e-05,
"loss": 0.0077,
"step": 1820
},
{
"epoch": 11.66,
"learning_rate": 1.3606982778957303e-05,
"loss": 0.0038,
"step": 1830
},
{
"epoch": 11.72,
"learning_rate": 1.3559801840056619e-05,
"loss": 0.0031,
"step": 1840
},
{
"epoch": 11.78,
"learning_rate": 1.3512620901155935e-05,
"loss": 0.0174,
"step": 1850
},
{
"epoch": 11.85,
"learning_rate": 1.3465439962255249e-05,
"loss": 0.0022,
"step": 1860
},
{
"epoch": 11.91,
"learning_rate": 1.3418259023354565e-05,
"loss": 0.0032,
"step": 1870
},
{
"epoch": 11.97,
"learning_rate": 1.3371078084453882e-05,
"loss": 0.0077,
"step": 1880
},
{
"epoch": 12.0,
"eval_accuracy": 0.9625,
"eval_loss": 0.1879103034734726,
"eval_runtime": 3.6799,
"eval_samples_per_second": 108.7,
"eval_steps_per_second": 13.587,
"step": 1884
},
{
"epoch": 12.04,
"learning_rate": 1.3323897145553198e-05,
"loss": 0.0413,
"step": 1890
},
{
"epoch": 12.1,
"learning_rate": 1.3276716206652514e-05,
"loss": 0.021,
"step": 1900
},
{
"epoch": 12.17,
"learning_rate": 1.322953526775183e-05,
"loss": 0.0053,
"step": 1910
},
{
"epoch": 12.23,
"learning_rate": 1.3182354328851145e-05,
"loss": 0.0008,
"step": 1920
},
{
"epoch": 12.29,
"learning_rate": 1.3135173389950462e-05,
"loss": 0.0109,
"step": 1930
},
{
"epoch": 12.36,
"learning_rate": 1.3087992451049778e-05,
"loss": 0.0098,
"step": 1940
},
{
"epoch": 12.42,
"learning_rate": 1.3040811512149092e-05,
"loss": 0.0269,
"step": 1950
},
{
"epoch": 12.48,
"learning_rate": 1.2993630573248408e-05,
"loss": 0.0008,
"step": 1960
},
{
"epoch": 12.55,
"learning_rate": 1.2946449634347724e-05,
"loss": 0.0291,
"step": 1970
},
{
"epoch": 12.61,
"learning_rate": 1.2899268695447041e-05,
"loss": 0.0189,
"step": 1980
},
{
"epoch": 12.68,
"learning_rate": 1.2852087756546357e-05,
"loss": 0.0264,
"step": 1990
},
{
"epoch": 12.74,
"learning_rate": 1.2804906817645673e-05,
"loss": 0.0171,
"step": 2000
},
{
"epoch": 12.8,
"learning_rate": 1.2757725878744988e-05,
"loss": 0.0099,
"step": 2010
},
{
"epoch": 12.87,
"learning_rate": 1.2710544939844304e-05,
"loss": 0.0071,
"step": 2020
},
{
"epoch": 12.93,
"learning_rate": 1.2663364000943618e-05,
"loss": 0.0034,
"step": 2030
},
{
"epoch": 12.99,
"learning_rate": 1.2616183062042935e-05,
"loss": 0.0166,
"step": 2040
},
{
"epoch": 13.0,
"eval_accuracy": 0.9725,
"eval_loss": 0.14901761710643768,
"eval_runtime": 3.618,
"eval_samples_per_second": 110.557,
"eval_steps_per_second": 13.82,
"step": 2041
},
{
"epoch": 13.06,
"learning_rate": 1.2569002123142251e-05,
"loss": 0.0092,
"step": 2050
},
{
"epoch": 13.12,
"learning_rate": 1.2521821184241567e-05,
"loss": 0.0117,
"step": 2060
},
{
"epoch": 13.18,
"learning_rate": 1.2474640245340883e-05,
"loss": 0.0096,
"step": 2070
},
{
"epoch": 13.25,
"learning_rate": 1.24274593064402e-05,
"loss": 0.0256,
"step": 2080
},
{
"epoch": 13.31,
"learning_rate": 1.2380278367539516e-05,
"loss": 0.0136,
"step": 2090
},
{
"epoch": 13.38,
"learning_rate": 1.2333097428638832e-05,
"loss": 0.0032,
"step": 2100
},
{
"epoch": 13.44,
"learning_rate": 1.2285916489738147e-05,
"loss": 0.0026,
"step": 2110
},
{
"epoch": 13.5,
"learning_rate": 1.2238735550837461e-05,
"loss": 0.0085,
"step": 2120
},
{
"epoch": 13.57,
"learning_rate": 1.2191554611936777e-05,
"loss": 0.0113,
"step": 2130
},
{
"epoch": 13.63,
"learning_rate": 1.2144373673036094e-05,
"loss": 0.021,
"step": 2140
},
{
"epoch": 13.69,
"learning_rate": 1.209719273413541e-05,
"loss": 0.0179,
"step": 2150
},
{
"epoch": 13.76,
"learning_rate": 1.2050011795234726e-05,
"loss": 0.0063,
"step": 2160
},
{
"epoch": 13.82,
"learning_rate": 1.2002830856334042e-05,
"loss": 0.008,
"step": 2170
},
{
"epoch": 13.89,
"learning_rate": 1.1955649917433359e-05,
"loss": 0.0044,
"step": 2180
},
{
"epoch": 13.95,
"learning_rate": 1.1908468978532675e-05,
"loss": 0.0111,
"step": 2190
},
{
"epoch": 14.0,
"eval_accuracy": 0.9875,
"eval_loss": 0.06426624208688736,
"eval_runtime": 3.8488,
"eval_samples_per_second": 103.927,
"eval_steps_per_second": 12.991,
"step": 2198
},
{
"epoch": 14.01,
"learning_rate": 1.186128803963199e-05,
"loss": 0.0221,
"step": 2200
},
{
"epoch": 14.08,
"learning_rate": 1.1814107100731305e-05,
"loss": 0.0035,
"step": 2210
},
{
"epoch": 14.14,
"learning_rate": 1.176692616183062e-05,
"loss": 0.0171,
"step": 2220
},
{
"epoch": 14.2,
"learning_rate": 1.1719745222929938e-05,
"loss": 0.0139,
"step": 2230
},
{
"epoch": 14.27,
"learning_rate": 1.1672564284029253e-05,
"loss": 0.0025,
"step": 2240
},
{
"epoch": 14.33,
"learning_rate": 1.162538334512857e-05,
"loss": 0.0046,
"step": 2250
},
{
"epoch": 14.39,
"learning_rate": 1.1578202406227885e-05,
"loss": 0.0151,
"step": 2260
},
{
"epoch": 14.46,
"learning_rate": 1.15310214673272e-05,
"loss": 0.0092,
"step": 2270
},
{
"epoch": 14.52,
"learning_rate": 1.1483840528426518e-05,
"loss": 0.0037,
"step": 2280
},
{
"epoch": 14.59,
"learning_rate": 1.1436659589525832e-05,
"loss": 0.0014,
"step": 2290
},
{
"epoch": 14.65,
"learning_rate": 1.1389478650625148e-05,
"loss": 0.0103,
"step": 2300
},
{
"epoch": 14.71,
"learning_rate": 1.1342297711724464e-05,
"loss": 0.021,
"step": 2310
},
{
"epoch": 14.78,
"learning_rate": 1.129511677282378e-05,
"loss": 0.0016,
"step": 2320
},
{
"epoch": 14.84,
"learning_rate": 1.1247935833923097e-05,
"loss": 0.0085,
"step": 2330
},
{
"epoch": 14.9,
"learning_rate": 1.1200754895022412e-05,
"loss": 0.0024,
"step": 2340
},
{
"epoch": 14.97,
"learning_rate": 1.1153573956121728e-05,
"loss": 0.0029,
"step": 2350
},
{
"epoch": 15.0,
"eval_accuracy": 0.9375,
"eval_loss": 0.29853329062461853,
"eval_runtime": 3.6432,
"eval_samples_per_second": 109.794,
"eval_steps_per_second": 13.724,
"step": 2355
},
{
"epoch": 15.03,
"learning_rate": 1.1106393017221044e-05,
"loss": 0.0115,
"step": 2360
},
{
"epoch": 15.1,
"learning_rate": 1.1059212078320361e-05,
"loss": 0.0094,
"step": 2370
},
{
"epoch": 15.16,
"learning_rate": 1.1012031139419674e-05,
"loss": 0.0122,
"step": 2380
},
{
"epoch": 15.22,
"learning_rate": 1.0964850200518991e-05,
"loss": 0.0176,
"step": 2390
},
{
"epoch": 15.29,
"learning_rate": 1.0917669261618307e-05,
"loss": 0.0044,
"step": 2400
},
{
"epoch": 15.35,
"learning_rate": 1.0870488322717623e-05,
"loss": 0.0003,
"step": 2410
},
{
"epoch": 15.41,
"learning_rate": 1.0823307383816938e-05,
"loss": 0.0076,
"step": 2420
},
{
"epoch": 15.48,
"learning_rate": 1.0776126444916256e-05,
"loss": 0.0035,
"step": 2430
},
{
"epoch": 15.54,
"learning_rate": 1.0728945506015571e-05,
"loss": 0.0007,
"step": 2440
},
{
"epoch": 15.61,
"learning_rate": 1.0681764567114887e-05,
"loss": 0.0044,
"step": 2450
},
{
"epoch": 15.67,
"learning_rate": 1.0634583628214203e-05,
"loss": 0.0063,
"step": 2460
},
{
"epoch": 15.73,
"learning_rate": 1.0587402689313517e-05,
"loss": 0.0098,
"step": 2470
},
{
"epoch": 15.8,
"learning_rate": 1.0540221750412833e-05,
"loss": 0.0077,
"step": 2480
},
{
"epoch": 15.86,
"learning_rate": 1.049304081151215e-05,
"loss": 0.0178,
"step": 2490
},
{
"epoch": 15.92,
"learning_rate": 1.0445859872611466e-05,
"loss": 0.0117,
"step": 2500
},
{
"epoch": 15.99,
"learning_rate": 1.0398678933710782e-05,
"loss": 0.0015,
"step": 2510
},
{
"epoch": 16.0,
"eval_accuracy": 0.98,
"eval_loss": 0.10450205951929092,
"eval_runtime": 3.6982,
"eval_samples_per_second": 108.161,
"eval_steps_per_second": 13.52,
"step": 2512
},
{
"epoch": 16.05,
"learning_rate": 1.0351497994810097e-05,
"loss": 0.0007,
"step": 2520
},
{
"epoch": 16.11,
"learning_rate": 1.0304317055909415e-05,
"loss": 0.0203,
"step": 2530
},
{
"epoch": 16.18,
"learning_rate": 1.025713611700873e-05,
"loss": 0.0022,
"step": 2540
},
{
"epoch": 16.24,
"learning_rate": 1.0209955178108044e-05,
"loss": 0.0118,
"step": 2550
},
{
"epoch": 16.31,
"learning_rate": 1.016277423920736e-05,
"loss": 0.0005,
"step": 2560
},
{
"epoch": 16.37,
"learning_rate": 1.0115593300306676e-05,
"loss": 0.0009,
"step": 2570
},
{
"epoch": 16.43,
"learning_rate": 1.0068412361405993e-05,
"loss": 0.0086,
"step": 2580
},
{
"epoch": 16.5,
"learning_rate": 1.0021231422505309e-05,
"loss": 0.0038,
"step": 2590
},
{
"epoch": 16.56,
"learning_rate": 9.974050483604625e-06,
"loss": 0.011,
"step": 2600
},
{
"epoch": 16.62,
"learning_rate": 9.92686954470394e-06,
"loss": 0.0166,
"step": 2610
},
{
"epoch": 16.69,
"learning_rate": 9.879688605803256e-06,
"loss": 0.0008,
"step": 2620
},
{
"epoch": 16.75,
"learning_rate": 9.832507666902572e-06,
"loss": 0.0085,
"step": 2630
},
{
"epoch": 16.82,
"learning_rate": 9.785326728001888e-06,
"loss": 0.0005,
"step": 2640
},
{
"epoch": 16.88,
"learning_rate": 9.738145789101205e-06,
"loss": 0.0062,
"step": 2650
},
{
"epoch": 16.94,
"learning_rate": 9.69096485020052e-06,
"loss": 0.0045,
"step": 2660
},
{
"epoch": 17.0,
"eval_accuracy": 0.9825,
"eval_loss": 0.0958116427063942,
"eval_runtime": 3.613,
"eval_samples_per_second": 110.713,
"eval_steps_per_second": 13.839,
"step": 2669
},
{
"epoch": 17.01,
"learning_rate": 9.643783911299835e-06,
"loss": 0.0003,
"step": 2670
},
{
"epoch": 17.07,
"learning_rate": 9.596602972399152e-06,
"loss": 0.0068,
"step": 2680
},
{
"epoch": 17.13,
"learning_rate": 9.549422033498468e-06,
"loss": 0.0087,
"step": 2690
},
{
"epoch": 17.2,
"learning_rate": 9.502241094597782e-06,
"loss": 0.009,
"step": 2700
},
{
"epoch": 17.26,
"learning_rate": 9.4550601556971e-06,
"loss": 0.0052,
"step": 2710
},
{
"epoch": 17.32,
"learning_rate": 9.407879216796415e-06,
"loss": 0.0004,
"step": 2720
},
{
"epoch": 17.39,
"learning_rate": 9.360698277895731e-06,
"loss": 0.0075,
"step": 2730
},
{
"epoch": 17.45,
"learning_rate": 9.313517338995047e-06,
"loss": 0.0072,
"step": 2740
},
{
"epoch": 17.52,
"learning_rate": 9.266336400094362e-06,
"loss": 0.011,
"step": 2750
},
{
"epoch": 17.58,
"learning_rate": 9.219155461193678e-06,
"loss": 0.0075,
"step": 2760
},
{
"epoch": 17.64,
"learning_rate": 9.171974522292994e-06,
"loss": 0.0078,
"step": 2770
},
{
"epoch": 17.71,
"learning_rate": 9.124793583392311e-06,
"loss": 0.0041,
"step": 2780
},
{
"epoch": 17.77,
"learning_rate": 9.077612644491625e-06,
"loss": 0.0071,
"step": 2790
},
{
"epoch": 17.83,
"learning_rate": 9.030431705590941e-06,
"loss": 0.0012,
"step": 2800
},
{
"epoch": 17.9,
"learning_rate": 8.983250766690259e-06,
"loss": 0.0016,
"step": 2810
},
{
"epoch": 17.96,
"learning_rate": 8.936069827789574e-06,
"loss": 0.0038,
"step": 2820
},
{
"epoch": 18.0,
"eval_accuracy": 0.975,
"eval_loss": 0.08133537322282791,
"eval_runtime": 3.6605,
"eval_samples_per_second": 109.274,
"eval_steps_per_second": 13.659,
"step": 2826
},
{
"epoch": 18.03,
"learning_rate": 8.888888888888888e-06,
"loss": 0.0001,
"step": 2830
},
{
"epoch": 18.09,
"learning_rate": 8.841707949988206e-06,
"loss": 0.0005,
"step": 2840
},
{
"epoch": 18.15,
"learning_rate": 8.794527011087521e-06,
"loss": 0.0058,
"step": 2850
},
{
"epoch": 18.22,
"learning_rate": 8.747346072186837e-06,
"loss": 0.0003,
"step": 2860
},
{
"epoch": 18.28,
"learning_rate": 8.700165133286153e-06,
"loss": 0.006,
"step": 2870
},
{
"epoch": 18.34,
"learning_rate": 8.652984194385469e-06,
"loss": 0.005,
"step": 2880
},
{
"epoch": 18.41,
"learning_rate": 8.605803255484784e-06,
"loss": 0.0123,
"step": 2890
},
{
"epoch": 18.47,
"learning_rate": 8.5586223165841e-06,
"loss": 0.008,
"step": 2900
},
{
"epoch": 18.54,
"learning_rate": 8.511441377683418e-06,
"loss": 0.0133,
"step": 2910
},
{
"epoch": 18.6,
"learning_rate": 8.464260438782732e-06,
"loss": 0.0078,
"step": 2920
},
{
"epoch": 18.66,
"learning_rate": 8.417079499882049e-06,
"loss": 0.0139,
"step": 2930
},
{
"epoch": 18.73,
"learning_rate": 8.369898560981365e-06,
"loss": 0.0015,
"step": 2940
},
{
"epoch": 18.79,
"learning_rate": 8.32271762208068e-06,
"loss": 0.0171,
"step": 2950
},
{
"epoch": 18.85,
"learning_rate": 8.275536683179996e-06,
"loss": 0.0091,
"step": 2960
},
{
"epoch": 18.92,
"learning_rate": 8.228355744279312e-06,
"loss": 0.0003,
"step": 2970
},
{
"epoch": 18.98,
"learning_rate": 8.181174805378628e-06,
"loss": 0.0412,
"step": 2980
},
{
"epoch": 19.0,
"eval_accuracy": 0.9725,
"eval_loss": 0.14458990097045898,
"eval_runtime": 3.8861,
"eval_samples_per_second": 102.93,
"eval_steps_per_second": 12.866,
"step": 2983
},
{
"epoch": 19.04,
"learning_rate": 8.133993866477943e-06,
"loss": 0.0091,
"step": 2990
},
{
"epoch": 19.11,
"learning_rate": 8.08681292757726e-06,
"loss": 0.001,
"step": 3000
},
{
"epoch": 19.17,
"learning_rate": 8.039631988676575e-06,
"loss": 0.0003,
"step": 3010
},
{
"epoch": 19.24,
"learning_rate": 7.99245104977589e-06,
"loss": 0.0061,
"step": 3020
},
{
"epoch": 19.3,
"learning_rate": 7.945270110875208e-06,
"loss": 0.0085,
"step": 3030
},
{
"epoch": 19.36,
"learning_rate": 7.898089171974524e-06,
"loss": 0.0011,
"step": 3040
},
{
"epoch": 19.43,
"learning_rate": 7.850908233073838e-06,
"loss": 0.0021,
"step": 3050
},
{
"epoch": 19.49,
"learning_rate": 7.803727294173155e-06,
"loss": 0.0001,
"step": 3060
},
{
"epoch": 19.55,
"learning_rate": 7.756546355272471e-06,
"loss": 0.0002,
"step": 3070
},
{
"epoch": 19.62,
"learning_rate": 7.709365416371787e-06,
"loss": 0.015,
"step": 3080
},
{
"epoch": 19.68,
"learning_rate": 7.662184477471102e-06,
"loss": 0.0008,
"step": 3090
},
{
"epoch": 19.75,
"learning_rate": 7.615003538570418e-06,
"loss": 0.005,
"step": 3100
},
{
"epoch": 19.81,
"learning_rate": 7.567822599669734e-06,
"loss": 0.0022,
"step": 3110
},
{
"epoch": 19.87,
"learning_rate": 7.52064166076905e-06,
"loss": 0.001,
"step": 3120
},
{
"epoch": 19.94,
"learning_rate": 7.473460721868365e-06,
"loss": 0.0178,
"step": 3130
},
{
"epoch": 20.0,
"learning_rate": 7.426279782967681e-06,
"loss": 0.0003,
"step": 3140
},
{
"epoch": 20.0,
"eval_accuracy": 0.965,
"eval_loss": 0.16244125366210938,
"eval_runtime": 4.1384,
"eval_samples_per_second": 96.656,
"eval_steps_per_second": 12.082,
"step": 3140
},
{
"epoch": 20.06,
"learning_rate": 7.379098844066998e-06,
"loss": 0.0078,
"step": 3150
},
{
"epoch": 20.13,
"learning_rate": 7.331917905166313e-06,
"loss": 0.0003,
"step": 3160
},
{
"epoch": 20.19,
"learning_rate": 7.28473696626563e-06,
"loss": 0.0019,
"step": 3170
},
{
"epoch": 20.25,
"learning_rate": 7.237556027364945e-06,
"loss": 0.001,
"step": 3180
},
{
"epoch": 20.32,
"learning_rate": 7.1903750884642605e-06,
"loss": 0.0072,
"step": 3190
},
{
"epoch": 20.38,
"learning_rate": 7.143194149563577e-06,
"loss": 0.0077,
"step": 3200
},
{
"epoch": 20.45,
"learning_rate": 7.096013210662893e-06,
"loss": 0.0013,
"step": 3210
},
{
"epoch": 20.51,
"learning_rate": 7.0488322717622086e-06,
"loss": 0.0002,
"step": 3220
},
{
"epoch": 20.57,
"learning_rate": 7.001651332861524e-06,
"loss": 0.0,
"step": 3230
},
{
"epoch": 20.64,
"learning_rate": 6.954470393960841e-06,
"loss": 0.0115,
"step": 3240
},
{
"epoch": 20.7,
"learning_rate": 6.907289455060157e-06,
"loss": 0.0014,
"step": 3250
},
{
"epoch": 20.76,
"learning_rate": 6.8601085161594715e-06,
"loss": 0.0066,
"step": 3260
},
{
"epoch": 20.83,
"learning_rate": 6.812927577258788e-06,
"loss": 0.0049,
"step": 3270
},
{
"epoch": 20.89,
"learning_rate": 6.765746638358104e-06,
"loss": 0.0004,
"step": 3280
},
{
"epoch": 20.96,
"learning_rate": 6.71856569945742e-06,
"loss": 0.0007,
"step": 3290
},
{
"epoch": 21.0,
"eval_accuracy": 0.99,
"eval_loss": 0.06704743206501007,
"eval_runtime": 3.8513,
"eval_samples_per_second": 103.86,
"eval_steps_per_second": 12.983,
"step": 3297
},
{
"epoch": 21.02,
"learning_rate": 6.671384760556736e-06,
"loss": 0.0001,
"step": 3300
},
{
"epoch": 21.08,
"learning_rate": 6.624203821656051e-06,
"loss": 0.0006,
"step": 3310
},
{
"epoch": 21.15,
"learning_rate": 6.5770228827553676e-06,
"loss": 0.0003,
"step": 3320
},
{
"epoch": 21.21,
"learning_rate": 6.529841943854683e-06,
"loss": 0.0001,
"step": 3330
},
{
"epoch": 21.27,
"learning_rate": 6.482661004954e-06,
"loss": 0.0113,
"step": 3340
},
{
"epoch": 21.34,
"learning_rate": 6.435480066053315e-06,
"loss": 0.0006,
"step": 3350
},
{
"epoch": 21.4,
"learning_rate": 6.3882991271526305e-06,
"loss": 0.0071,
"step": 3360
},
{
"epoch": 21.46,
"learning_rate": 6.341118188251947e-06,
"loss": 0.002,
"step": 3370
},
{
"epoch": 21.53,
"learning_rate": 6.293937249351263e-06,
"loss": 0.0017,
"step": 3380
},
{
"epoch": 21.59,
"learning_rate": 6.246756310450578e-06,
"loss": 0.0045,
"step": 3390
},
{
"epoch": 21.66,
"learning_rate": 6.199575371549894e-06,
"loss": 0.0002,
"step": 3400
},
{
"epoch": 21.72,
"learning_rate": 6.15239443264921e-06,
"loss": 0.002,
"step": 3410
},
{
"epoch": 21.78,
"learning_rate": 6.1052134937485265e-06,
"loss": 0.0058,
"step": 3420
},
{
"epoch": 21.85,
"learning_rate": 6.058032554847842e-06,
"loss": 0.0199,
"step": 3430
},
{
"epoch": 21.91,
"learning_rate": 6.010851615947157e-06,
"loss": 0.0084,
"step": 3440
},
{
"epoch": 21.97,
"learning_rate": 5.963670677046474e-06,
"loss": 0.0001,
"step": 3450
},
{
"epoch": 22.0,
"eval_accuracy": 0.985,
"eval_loss": 0.08064628392457962,
"eval_runtime": 3.6485,
"eval_samples_per_second": 109.633,
"eval_steps_per_second": 13.704,
"step": 3454
},
{
"epoch": 22.04,
"learning_rate": 5.9164897381457895e-06,
"loss": 0.0005,
"step": 3460
},
{
"epoch": 22.1,
"learning_rate": 5.869308799245106e-06,
"loss": 0.0005,
"step": 3470
},
{
"epoch": 22.17,
"learning_rate": 5.822127860344421e-06,
"loss": 0.0,
"step": 3480
},
{
"epoch": 22.23,
"learning_rate": 5.774946921443737e-06,
"loss": 0.0,
"step": 3490
},
{
"epoch": 22.29,
"learning_rate": 5.727765982543053e-06,
"loss": 0.0001,
"step": 3500
},
{
"epoch": 22.36,
"learning_rate": 5.680585043642369e-06,
"loss": 0.0002,
"step": 3510
},
{
"epoch": 22.42,
"learning_rate": 5.633404104741685e-06,
"loss": 0.0073,
"step": 3520
},
{
"epoch": 22.48,
"learning_rate": 5.5862231658410004e-06,
"loss": 0.0021,
"step": 3530
},
{
"epoch": 22.55,
"learning_rate": 5.539042226940316e-06,
"loss": 0.0,
"step": 3540
},
{
"epoch": 22.61,
"learning_rate": 5.491861288039633e-06,
"loss": 0.0028,
"step": 3550
},
{
"epoch": 22.68,
"learning_rate": 5.4446803491389485e-06,
"loss": 0.0024,
"step": 3560
},
{
"epoch": 22.74,
"learning_rate": 5.397499410238264e-06,
"loss": 0.0035,
"step": 3570
},
{
"epoch": 22.8,
"learning_rate": 5.35031847133758e-06,
"loss": 0.0002,
"step": 3580
},
{
"epoch": 22.87,
"learning_rate": 5.3031375324368965e-06,
"loss": 0.0,
"step": 3590
},
{
"epoch": 22.93,
"learning_rate": 5.255956593536212e-06,
"loss": 0.0015,
"step": 3600
},
{
"epoch": 22.99,
"learning_rate": 5.208775654635527e-06,
"loss": 0.0001,
"step": 3610
},
{
"epoch": 23.0,
"eval_accuracy": 0.9825,
"eval_loss": 0.09302221238613129,
"eval_runtime": 4.8817,
"eval_samples_per_second": 81.939,
"eval_steps_per_second": 10.242,
"step": 3611
},
{
"epoch": 23.06,
"learning_rate": 5.161594715734844e-06,
"loss": 0.0015,
"step": 3620
},
{
"epoch": 23.12,
"learning_rate": 5.1144137768341594e-06,
"loss": 0.0003,
"step": 3630
},
{
"epoch": 23.18,
"learning_rate": 5.067232837933476e-06,
"loss": 0.0001,
"step": 3640
},
{
"epoch": 23.25,
"learning_rate": 5.020051899032791e-06,
"loss": 0.0001,
"step": 3650
},
{
"epoch": 23.31,
"learning_rate": 4.972870960132107e-06,
"loss": 0.0001,
"step": 3660
},
{
"epoch": 23.38,
"learning_rate": 4.925690021231423e-06,
"loss": 0.0001,
"step": 3670
},
{
"epoch": 23.44,
"learning_rate": 4.878509082330739e-06,
"loss": 0.0,
"step": 3680
},
{
"epoch": 23.5,
"learning_rate": 4.831328143430055e-06,
"loss": 0.0107,
"step": 3690
},
{
"epoch": 23.57,
"learning_rate": 4.78414720452937e-06,
"loss": 0.0001,
"step": 3700
},
{
"epoch": 23.63,
"learning_rate": 4.736966265628686e-06,
"loss": 0.0021,
"step": 3710
},
{
"epoch": 23.69,
"learning_rate": 4.689785326728003e-06,
"loss": 0.0021,
"step": 3720
},
{
"epoch": 23.76,
"learning_rate": 4.642604387827318e-06,
"loss": 0.0001,
"step": 3730
},
{
"epoch": 23.82,
"learning_rate": 4.595423448926634e-06,
"loss": 0.0074,
"step": 3740
},
{
"epoch": 23.89,
"learning_rate": 4.54824251002595e-06,
"loss": 0.0003,
"step": 3750
},
{
"epoch": 23.95,
"learning_rate": 4.501061571125266e-06,
"loss": 0.0037,
"step": 3760
},
{
"epoch": 24.0,
"eval_accuracy": 0.9725,
"eval_loss": 0.1421746164560318,
"eval_runtime": 3.6108,
"eval_samples_per_second": 110.78,
"eval_steps_per_second": 13.847,
"step": 3768
},
{
"epoch": 24.01,
"learning_rate": 4.453880632224581e-06,
"loss": 0.0,
"step": 3770
},
{
"epoch": 24.08,
"learning_rate": 4.406699693323898e-06,
"loss": 0.0002,
"step": 3780
},
{
"epoch": 24.14,
"learning_rate": 4.359518754423213e-06,
"loss": 0.0055,
"step": 3790
},
{
"epoch": 24.2,
"learning_rate": 4.312337815522529e-06,
"loss": 0.0037,
"step": 3800
},
{
"epoch": 24.27,
"learning_rate": 4.265156876621845e-06,
"loss": 0.0001,
"step": 3810
},
{
"epoch": 24.33,
"learning_rate": 4.217975937721161e-06,
"loss": 0.0006,
"step": 3820
},
{
"epoch": 24.39,
"learning_rate": 4.170794998820477e-06,
"loss": 0.0,
"step": 3830
},
{
"epoch": 24.46,
"learning_rate": 4.123614059919792e-06,
"loss": 0.0001,
"step": 3840
},
{
"epoch": 24.52,
"learning_rate": 4.076433121019109e-06,
"loss": 0.0,
"step": 3850
},
{
"epoch": 24.59,
"learning_rate": 4.029252182118425e-06,
"loss": 0.0001,
"step": 3860
},
{
"epoch": 24.65,
"learning_rate": 3.98207124321774e-06,
"loss": 0.0001,
"step": 3870
},
{
"epoch": 24.71,
"learning_rate": 3.934890304317056e-06,
"loss": 0.0004,
"step": 3880
},
{
"epoch": 24.78,
"learning_rate": 3.887709365416373e-06,
"loss": 0.0002,
"step": 3890
},
{
"epoch": 24.84,
"learning_rate": 3.8405284265156875e-06,
"loss": 0.0134,
"step": 3900
},
{
"epoch": 24.9,
"learning_rate": 3.793347487615004e-06,
"loss": 0.0029,
"step": 3910
},
{
"epoch": 24.97,
"learning_rate": 3.7461665487143194e-06,
"loss": 0.0001,
"step": 3920
},
{
"epoch": 25.0,
"eval_accuracy": 0.99,
"eval_loss": 0.05674205347895622,
"eval_runtime": 4.1893,
"eval_samples_per_second": 95.482,
"eval_steps_per_second": 11.935,
"step": 3925
},
{
"epoch": 25.03,
"learning_rate": 3.6989856098136356e-06,
"loss": 0.0222,
"step": 3930
},
{
"epoch": 25.1,
"learning_rate": 3.6518046709129513e-06,
"loss": 0.0004,
"step": 3940
},
{
"epoch": 25.16,
"learning_rate": 3.6046237320122675e-06,
"loss": 0.0006,
"step": 3950
},
{
"epoch": 25.22,
"learning_rate": 3.5574427931115836e-06,
"loss": 0.0007,
"step": 3960
},
{
"epoch": 25.29,
"learning_rate": 3.510261854210899e-06,
"loss": 0.0219,
"step": 3970
},
{
"epoch": 25.35,
"learning_rate": 3.463080915310215e-06,
"loss": 0.0,
"step": 3980
},
{
"epoch": 25.41,
"learning_rate": 3.415899976409531e-06,
"loss": 0.0071,
"step": 3990
},
{
"epoch": 25.48,
"learning_rate": 3.368719037508847e-06,
"loss": 0.0003,
"step": 4000
},
{
"epoch": 25.54,
"learning_rate": 3.3215380986081623e-06,
"loss": 0.0,
"step": 4010
},
{
"epoch": 25.61,
"learning_rate": 3.2743571597074784e-06,
"loss": 0.0003,
"step": 4020
},
{
"epoch": 25.67,
"learning_rate": 3.227176220806794e-06,
"loss": 0.0047,
"step": 4030
},
{
"epoch": 25.73,
"learning_rate": 3.1799952819061103e-06,
"loss": 0.0002,
"step": 4040
},
{
"epoch": 25.8,
"learning_rate": 3.132814343005426e-06,
"loss": 0.0003,
"step": 4050
},
{
"epoch": 25.86,
"learning_rate": 3.085633404104742e-06,
"loss": 0.0001,
"step": 4060
},
{
"epoch": 25.92,
"learning_rate": 3.0384524652040575e-06,
"loss": 0.0003,
"step": 4070
},
{
"epoch": 25.99,
"learning_rate": 2.9912715263033736e-06,
"loss": 0.0057,
"step": 4080
},
{
"epoch": 26.0,
"eval_accuracy": 0.99,
"eval_loss": 0.061558231711387634,
"eval_runtime": 3.688,
"eval_samples_per_second": 108.459,
"eval_steps_per_second": 13.557,
"step": 4082
},
{
"epoch": 26.05,
"learning_rate": 2.94409058740269e-06,
"loss": 0.0108,
"step": 4090
},
{
"epoch": 26.11,
"learning_rate": 2.8969096485020055e-06,
"loss": 0.0026,
"step": 4100
},
{
"epoch": 26.18,
"learning_rate": 2.8497287096013217e-06,
"loss": 0.0009,
"step": 4110
},
{
"epoch": 26.24,
"learning_rate": 2.802547770700637e-06,
"loss": 0.0,
"step": 4120
},
{
"epoch": 26.31,
"learning_rate": 2.755366831799953e-06,
"loss": 0.0,
"step": 4130
},
{
"epoch": 26.37,
"learning_rate": 2.708185892899269e-06,
"loss": 0.0001,
"step": 4140
},
{
"epoch": 26.43,
"learning_rate": 2.661004953998585e-06,
"loss": 0.0,
"step": 4150
},
{
"epoch": 26.5,
"learning_rate": 2.6138240150979003e-06,
"loss": 0.0029,
"step": 4160
},
{
"epoch": 26.56,
"learning_rate": 2.5666430761972165e-06,
"loss": 0.0056,
"step": 4170
},
{
"epoch": 26.62,
"learning_rate": 2.519462137296532e-06,
"loss": 0.0,
"step": 4180
},
{
"epoch": 26.69,
"learning_rate": 2.4722811983958484e-06,
"loss": 0.0001,
"step": 4190
},
{
"epoch": 26.75,
"learning_rate": 2.425100259495164e-06,
"loss": 0.0002,
"step": 4200
},
{
"epoch": 26.82,
"learning_rate": 2.3779193205944802e-06,
"loss": 0.0049,
"step": 4210
},
{
"epoch": 26.88,
"learning_rate": 2.330738381693796e-06,
"loss": 0.0006,
"step": 4220
},
{
"epoch": 26.94,
"learning_rate": 2.2835574427931117e-06,
"loss": 0.0,
"step": 4230
},
{
"epoch": 27.0,
"eval_accuracy": 0.98,
"eval_loss": 0.08436720073223114,
"eval_runtime": 4.2248,
"eval_samples_per_second": 94.68,
"eval_steps_per_second": 11.835,
"step": 4239
},
{
"epoch": 27.01,
"learning_rate": 2.2363765038924274e-06,
"loss": 0.0,
"step": 4240
},
{
"epoch": 27.07,
"learning_rate": 2.1891955649917436e-06,
"loss": 0.0003,
"step": 4250
},
{
"epoch": 27.13,
"learning_rate": 2.1420146260910593e-06,
"loss": 0.0127,
"step": 4260
},
{
"epoch": 27.2,
"learning_rate": 2.094833687190375e-06,
"loss": 0.0,
"step": 4270
},
{
"epoch": 27.26,
"learning_rate": 2.047652748289691e-06,
"loss": 0.0024,
"step": 4280
},
{
"epoch": 27.32,
"learning_rate": 2.000471809389007e-06,
"loss": 0.0,
"step": 4290
},
{
"epoch": 27.39,
"learning_rate": 1.953290870488323e-06,
"loss": 0.0043,
"step": 4300
},
{
"epoch": 27.45,
"learning_rate": 1.9061099315876388e-06,
"loss": 0.0027,
"step": 4310
},
{
"epoch": 27.52,
"learning_rate": 1.8589289926869548e-06,
"loss": 0.0,
"step": 4320
},
{
"epoch": 27.58,
"learning_rate": 1.8117480537862705e-06,
"loss": 0.0003,
"step": 4330
},
{
"epoch": 27.64,
"learning_rate": 1.7645671148855864e-06,
"loss": 0.0,
"step": 4340
},
{
"epoch": 27.71,
"learning_rate": 1.7173861759849022e-06,
"loss": 0.0058,
"step": 4350
},
{
"epoch": 27.77,
"learning_rate": 1.6702052370842181e-06,
"loss": 0.0003,
"step": 4360
},
{
"epoch": 27.83,
"learning_rate": 1.623024298183534e-06,
"loss": 0.0156,
"step": 4370
},
{
"epoch": 27.9,
"learning_rate": 1.5758433592828498e-06,
"loss": 0.0,
"step": 4380
},
{
"epoch": 27.96,
"learning_rate": 1.5286624203821657e-06,
"loss": 0.0022,
"step": 4390
},
{
"epoch": 28.0,
"eval_accuracy": 0.99,
"eval_loss": 0.06583850830793381,
"eval_runtime": 4.0003,
"eval_samples_per_second": 99.991,
"eval_steps_per_second": 12.499,
"step": 4396
},
{
"epoch": 28.03,
"learning_rate": 1.4814814814814815e-06,
"loss": 0.0004,
"step": 4400
},
{
"epoch": 28.09,
"learning_rate": 1.4343005425807974e-06,
"loss": 0.0,
"step": 4410
},
{
"epoch": 28.15,
"learning_rate": 1.3871196036801131e-06,
"loss": 0.0001,
"step": 4420
},
{
"epoch": 28.22,
"learning_rate": 1.3399386647794293e-06,
"loss": 0.0008,
"step": 4430
},
{
"epoch": 28.28,
"learning_rate": 1.2927577258787452e-06,
"loss": 0.001,
"step": 4440
},
{
"epoch": 28.34,
"learning_rate": 1.245576786978061e-06,
"loss": 0.0001,
"step": 4450
},
{
"epoch": 28.41,
"learning_rate": 1.1983958480773767e-06,
"loss": 0.0072,
"step": 4460
},
{
"epoch": 28.47,
"learning_rate": 1.1512149091766928e-06,
"loss": 0.0,
"step": 4470
},
{
"epoch": 28.54,
"learning_rate": 1.1040339702760086e-06,
"loss": 0.0001,
"step": 4480
},
{
"epoch": 28.6,
"learning_rate": 1.0568530313753245e-06,
"loss": 0.0017,
"step": 4490
},
{
"epoch": 28.66,
"learning_rate": 1.0096720924746402e-06,
"loss": 0.0,
"step": 4500
},
{
"epoch": 28.73,
"learning_rate": 9.624911535739562e-07,
"loss": 0.0,
"step": 4510
},
{
"epoch": 28.79,
"learning_rate": 9.15310214673272e-07,
"loss": 0.0005,
"step": 4520
},
{
"epoch": 28.85,
"learning_rate": 8.681292757725881e-07,
"loss": 0.0001,
"step": 4530
},
{
"epoch": 28.92,
"learning_rate": 8.209483368719039e-07,
"loss": 0.0,
"step": 4540
},
{
"epoch": 28.98,
"learning_rate": 7.737673979712197e-07,
"loss": 0.0,
"step": 4550
},
{
"epoch": 29.0,
"eval_accuracy": 0.9825,
"eval_loss": 0.07669363915920258,
"eval_runtime": 3.7171,
"eval_samples_per_second": 107.61,
"eval_steps_per_second": 13.451,
"step": 4553
},
{
"epoch": 29.04,
"learning_rate": 7.265864590705356e-07,
"loss": 0.0,
"step": 4560
},
{
"epoch": 29.11,
"learning_rate": 6.794055201698514e-07,
"loss": 0.0036,
"step": 4570
},
{
"epoch": 29.17,
"learning_rate": 6.322245812691672e-07,
"loss": 0.0,
"step": 4580
},
{
"epoch": 29.24,
"learning_rate": 5.850436423684832e-07,
"loss": 0.0004,
"step": 4590
},
{
"epoch": 29.3,
"learning_rate": 5.37862703467799e-07,
"loss": 0.0,
"step": 4600
},
{
"epoch": 29.36,
"learning_rate": 4.906817645671149e-07,
"loss": 0.0,
"step": 4610
},
{
"epoch": 29.43,
"learning_rate": 4.435008256664308e-07,
"loss": 0.0001,
"step": 4620
},
{
"epoch": 29.49,
"learning_rate": 3.963198867657467e-07,
"loss": 0.0004,
"step": 4630
},
{
"epoch": 29.55,
"learning_rate": 3.4913894786506253e-07,
"loss": 0.0001,
"step": 4640
},
{
"epoch": 29.62,
"learning_rate": 3.019580089643784e-07,
"loss": 0.0,
"step": 4650
},
{
"epoch": 29.68,
"learning_rate": 2.547770700636943e-07,
"loss": 0.0026,
"step": 4660
},
{
"epoch": 29.75,
"learning_rate": 2.0759613116301014e-07,
"loss": 0.0001,
"step": 4670
},
{
"epoch": 29.81,
"learning_rate": 1.6041519226232603e-07,
"loss": 0.0,
"step": 4680
},
{
"epoch": 29.87,
"learning_rate": 1.132342533616419e-07,
"loss": 0.0002,
"step": 4690
},
{
"epoch": 29.94,
"learning_rate": 6.605331446095778e-08,
"loss": 0.001,
"step": 4700
},
{
"epoch": 30.0,
"learning_rate": 1.887237556027365e-08,
"loss": 0.0001,
"step": 4710
},
{
"epoch": 30.0,
"eval_accuracy": 0.9875,
"eval_loss": 0.07613274455070496,
"eval_runtime": 4.211,
"eval_samples_per_second": 94.99,
"eval_steps_per_second": 11.874,
"step": 4710
},
{
"epoch": 30.0,
"step": 4710,
"total_flos": 2.3238077313024e+19,
"train_loss": 0.07197937404424458,
"train_runtime": 7271.1721,
"train_samples_per_second": 41.259,
"train_steps_per_second": 0.648
}
],
"max_steps": 4710,
"num_train_epochs": 30,
"total_flos": 2.3238077313024e+19,
"trial_name": null,
"trial_params": null
}