{ "best_metric": 0.17312079668045044, "best_model_checkpoint": "vit_epochs5_batch32_lr5e-05_size224_tiles9_seed2_q2_complexity\\checkpoint-469", "epoch": 5.0, "eval_steps": 500, "global_step": 2345, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.010660980810234541, "grad_norm": 4.213649749755859, "learning_rate": 4.989339019189766e-05, "loss": 0.1615, "step": 5 }, { "epoch": 0.021321961620469083, "grad_norm": 1.5957719087600708, "learning_rate": 4.978678038379531e-05, "loss": 0.2217, "step": 10 }, { "epoch": 0.031982942430703626, "grad_norm": 9.061514854431152, "learning_rate": 4.9680170575692967e-05, "loss": 0.106, "step": 15 }, { "epoch": 0.042643923240938165, "grad_norm": 7.132235527038574, "learning_rate": 4.957356076759062e-05, "loss": 0.2051, "step": 20 }, { "epoch": 0.053304904051172705, "grad_norm": 3.497645616531372, "learning_rate": 4.9466950959488276e-05, "loss": 0.1147, "step": 25 }, { "epoch": 0.06396588486140725, "grad_norm": 11.90768051147461, "learning_rate": 4.936034115138593e-05, "loss": 0.1967, "step": 30 }, { "epoch": 0.07462686567164178, "grad_norm": 6.974191188812256, "learning_rate": 4.9253731343283586e-05, "loss": 0.1531, "step": 35 }, { "epoch": 0.08528784648187633, "grad_norm": 2.5099663734436035, "learning_rate": 4.914712153518124e-05, "loss": 0.1764, "step": 40 }, { "epoch": 0.09594882729211088, "grad_norm": 8.150910377502441, "learning_rate": 4.904051172707889e-05, "loss": 0.159, "step": 45 }, { "epoch": 0.10660980810234541, "grad_norm": 0.8478419780731201, "learning_rate": 4.893390191897655e-05, "loss": 0.1091, "step": 50 }, { "epoch": 0.11727078891257996, "grad_norm": 7.68576192855835, "learning_rate": 4.88272921108742e-05, "loss": 0.1553, "step": 55 }, { "epoch": 0.1279317697228145, "grad_norm": 3.7954885959625244, "learning_rate": 4.872068230277186e-05, "loss": 0.1131, "step": 60 }, { "epoch": 0.13859275053304904, "grad_norm": 0.5815512537956238, "learning_rate": 4.861407249466951e-05, "loss": 0.091, "step": 65 }, { "epoch": 0.14925373134328357, "grad_norm": 10.776674270629883, "learning_rate": 4.850746268656717e-05, "loss": 0.1171, "step": 70 }, { "epoch": 0.15991471215351813, "grad_norm": 7.9250969886779785, "learning_rate": 4.840085287846482e-05, "loss": 0.0976, "step": 75 }, { "epoch": 0.17057569296375266, "grad_norm": 2.3389108180999756, "learning_rate": 4.829424307036248e-05, "loss": 0.1336, "step": 80 }, { "epoch": 0.1812366737739872, "grad_norm": 3.41266131401062, "learning_rate": 4.8187633262260126e-05, "loss": 0.069, "step": 85 }, { "epoch": 0.19189765458422176, "grad_norm": 2.4709668159484863, "learning_rate": 4.808102345415779e-05, "loss": 0.1309, "step": 90 }, { "epoch": 0.2025586353944563, "grad_norm": 8.687853813171387, "learning_rate": 4.7974413646055436e-05, "loss": 0.1397, "step": 95 }, { "epoch": 0.21321961620469082, "grad_norm": 3.623166561126709, "learning_rate": 4.78678038379531e-05, "loss": 0.147, "step": 100 }, { "epoch": 0.22388059701492538, "grad_norm": 4.238902568817139, "learning_rate": 4.7761194029850745e-05, "loss": 0.1205, "step": 105 }, { "epoch": 0.2345415778251599, "grad_norm": 5.488494873046875, "learning_rate": 4.765458422174841e-05, "loss": 0.1389, "step": 110 }, { "epoch": 0.24520255863539445, "grad_norm": 4.744454860687256, "learning_rate": 4.7547974413646055e-05, "loss": 0.1626, "step": 115 }, { "epoch": 0.255863539445629, "grad_norm": 4.200260162353516, "learning_rate": 4.7441364605543716e-05, "loss": 0.0701, "step": 120 }, { "epoch": 0.26652452025586354, "grad_norm": 3.702713966369629, "learning_rate": 4.7334754797441364e-05, "loss": 0.0985, "step": 125 }, { "epoch": 0.2771855010660981, "grad_norm": 4.4238715171813965, "learning_rate": 4.7228144989339026e-05, "loss": 0.1493, "step": 130 }, { "epoch": 0.2878464818763326, "grad_norm": 2.5960519313812256, "learning_rate": 4.7121535181236674e-05, "loss": 0.0376, "step": 135 }, { "epoch": 0.29850746268656714, "grad_norm": 5.107735633850098, "learning_rate": 4.7014925373134335e-05, "loss": 0.1315, "step": 140 }, { "epoch": 0.3091684434968017, "grad_norm": 3.4888722896575928, "learning_rate": 4.690831556503198e-05, "loss": 0.0732, "step": 145 }, { "epoch": 0.31982942430703626, "grad_norm": 3.210352659225464, "learning_rate": 4.6801705756929645e-05, "loss": 0.0833, "step": 150 }, { "epoch": 0.3304904051172708, "grad_norm": 3.754889726638794, "learning_rate": 4.669509594882729e-05, "loss": 0.0888, "step": 155 }, { "epoch": 0.3411513859275053, "grad_norm": 14.111072540283203, "learning_rate": 4.658848614072495e-05, "loss": 0.1112, "step": 160 }, { "epoch": 0.35181236673773986, "grad_norm": 4.763731956481934, "learning_rate": 4.64818763326226e-05, "loss": 0.0836, "step": 165 }, { "epoch": 0.3624733475479744, "grad_norm": 5.260176658630371, "learning_rate": 4.637526652452026e-05, "loss": 0.1355, "step": 170 }, { "epoch": 0.373134328358209, "grad_norm": 5.902770042419434, "learning_rate": 4.626865671641791e-05, "loss": 0.0921, "step": 175 }, { "epoch": 0.3837953091684435, "grad_norm": 6.20088529586792, "learning_rate": 4.6162046908315566e-05, "loss": 0.1773, "step": 180 }, { "epoch": 0.39445628997867804, "grad_norm": 5.141183376312256, "learning_rate": 4.605543710021322e-05, "loss": 0.1065, "step": 185 }, { "epoch": 0.4051172707889126, "grad_norm": 1.2287838459014893, "learning_rate": 4.5948827292110876e-05, "loss": 0.0689, "step": 190 }, { "epoch": 0.4157782515991471, "grad_norm": 1.0071206092834473, "learning_rate": 4.584221748400853e-05, "loss": 0.0615, "step": 195 }, { "epoch": 0.42643923240938164, "grad_norm": 0.6955390572547913, "learning_rate": 4.5735607675906185e-05, "loss": 0.1116, "step": 200 }, { "epoch": 0.43710021321961623, "grad_norm": 8.547406196594238, "learning_rate": 4.562899786780384e-05, "loss": 0.1041, "step": 205 }, { "epoch": 0.44776119402985076, "grad_norm": 0.12464961409568787, "learning_rate": 4.5522388059701495e-05, "loss": 0.0551, "step": 210 }, { "epoch": 0.4584221748400853, "grad_norm": 9.267840385437012, "learning_rate": 4.541577825159915e-05, "loss": 0.1245, "step": 215 }, { "epoch": 0.4690831556503198, "grad_norm": 5.183570384979248, "learning_rate": 4.5309168443496804e-05, "loss": 0.1303, "step": 220 }, { "epoch": 0.47974413646055436, "grad_norm": 5.079310417175293, "learning_rate": 4.520255863539446e-05, "loss": 0.1154, "step": 225 }, { "epoch": 0.4904051172707889, "grad_norm": 1.7525018453598022, "learning_rate": 4.5095948827292114e-05, "loss": 0.166, "step": 230 }, { "epoch": 0.5010660980810234, "grad_norm": 3.7788939476013184, "learning_rate": 4.498933901918977e-05, "loss": 0.1074, "step": 235 }, { "epoch": 0.511727078891258, "grad_norm": 8.968123435974121, "learning_rate": 4.488272921108742e-05, "loss": 0.2202, "step": 240 }, { "epoch": 0.5223880597014925, "grad_norm": 0.9381376504898071, "learning_rate": 4.477611940298508e-05, "loss": 0.0574, "step": 245 }, { "epoch": 0.5330490405117271, "grad_norm": 3.7572848796844482, "learning_rate": 4.466950959488273e-05, "loss": 0.1386, "step": 250 }, { "epoch": 0.5437100213219617, "grad_norm": 3.773059129714966, "learning_rate": 4.456289978678039e-05, "loss": 0.0807, "step": 255 }, { "epoch": 0.5543710021321961, "grad_norm": 3.1569793224334717, "learning_rate": 4.445628997867804e-05, "loss": 0.1055, "step": 260 }, { "epoch": 0.5650319829424307, "grad_norm": 8.580225944519043, "learning_rate": 4.43496801705757e-05, "loss": 0.1352, "step": 265 }, { "epoch": 0.5756929637526652, "grad_norm": 6.328425884246826, "learning_rate": 4.424307036247335e-05, "loss": 0.0949, "step": 270 }, { "epoch": 0.5863539445628998, "grad_norm": 6.301974296569824, "learning_rate": 4.4136460554371006e-05, "loss": 0.1122, "step": 275 }, { "epoch": 0.5970149253731343, "grad_norm": 3.1882998943328857, "learning_rate": 4.402985074626866e-05, "loss": 0.0663, "step": 280 }, { "epoch": 0.6076759061833689, "grad_norm": 5.099627494812012, "learning_rate": 4.3923240938166316e-05, "loss": 0.0888, "step": 285 }, { "epoch": 0.6183368869936035, "grad_norm": 3.622894525527954, "learning_rate": 4.381663113006397e-05, "loss": 0.08, "step": 290 }, { "epoch": 0.6289978678038379, "grad_norm": 3.7854912281036377, "learning_rate": 4.3710021321961625e-05, "loss": 0.1065, "step": 295 }, { "epoch": 0.6396588486140725, "grad_norm": 4.7853593826293945, "learning_rate": 4.360341151385928e-05, "loss": 0.0858, "step": 300 }, { "epoch": 0.650319829424307, "grad_norm": 4.2659759521484375, "learning_rate": 4.3496801705756935e-05, "loss": 0.0745, "step": 305 }, { "epoch": 0.6609808102345416, "grad_norm": 5.468679904937744, "learning_rate": 4.339019189765459e-05, "loss": 0.1323, "step": 310 }, { "epoch": 0.6716417910447762, "grad_norm": 4.176182746887207, "learning_rate": 4.328358208955224e-05, "loss": 0.0689, "step": 315 }, { "epoch": 0.6823027718550106, "grad_norm": 0.18954375386238098, "learning_rate": 4.31769722814499e-05, "loss": 0.0402, "step": 320 }, { "epoch": 0.6929637526652452, "grad_norm": 10.576562881469727, "learning_rate": 4.307036247334755e-05, "loss": 0.0965, "step": 325 }, { "epoch": 0.7036247334754797, "grad_norm": 5.207491874694824, "learning_rate": 4.29637526652452e-05, "loss": 0.0932, "step": 330 }, { "epoch": 0.7142857142857143, "grad_norm": 2.177462577819824, "learning_rate": 4.2857142857142856e-05, "loss": 0.0731, "step": 335 }, { "epoch": 0.7249466950959488, "grad_norm": 4.819252967834473, "learning_rate": 4.275053304904051e-05, "loss": 0.0728, "step": 340 }, { "epoch": 0.7356076759061834, "grad_norm": 5.519009113311768, "learning_rate": 4.2643923240938166e-05, "loss": 0.135, "step": 345 }, { "epoch": 0.746268656716418, "grad_norm": 3.2497637271881104, "learning_rate": 4.253731343283582e-05, "loss": 0.2316, "step": 350 }, { "epoch": 0.7569296375266524, "grad_norm": 2.4187228679656982, "learning_rate": 4.2430703624733475e-05, "loss": 0.0343, "step": 355 }, { "epoch": 0.767590618336887, "grad_norm": 0.9253553152084351, "learning_rate": 4.232409381663113e-05, "loss": 0.1067, "step": 360 }, { "epoch": 0.7782515991471215, "grad_norm": 1.4930566549301147, "learning_rate": 4.2217484008528785e-05, "loss": 0.0688, "step": 365 }, { "epoch": 0.7889125799573561, "grad_norm": 3.6474721431732178, "learning_rate": 4.211087420042644e-05, "loss": 0.078, "step": 370 }, { "epoch": 0.7995735607675906, "grad_norm": 6.267404556274414, "learning_rate": 4.2004264392324094e-05, "loss": 0.1332, "step": 375 }, { "epoch": 0.8102345415778252, "grad_norm": 0.7626522779464722, "learning_rate": 4.189765458422175e-05, "loss": 0.0597, "step": 380 }, { "epoch": 0.8208955223880597, "grad_norm": 3.383026123046875, "learning_rate": 4.1791044776119404e-05, "loss": 0.1053, "step": 385 }, { "epoch": 0.8315565031982942, "grad_norm": 4.386033058166504, "learning_rate": 4.168443496801706e-05, "loss": 0.2217, "step": 390 }, { "epoch": 0.8422174840085288, "grad_norm": 3.1787729263305664, "learning_rate": 4.157782515991471e-05, "loss": 0.1962, "step": 395 }, { "epoch": 0.8528784648187633, "grad_norm": 4.633083343505859, "learning_rate": 4.147121535181237e-05, "loss": 0.1686, "step": 400 }, { "epoch": 0.8635394456289979, "grad_norm": 3.869473457336426, "learning_rate": 4.136460554371002e-05, "loss": 0.047, "step": 405 }, { "epoch": 0.8742004264392325, "grad_norm": 0.5081688165664673, "learning_rate": 4.125799573560768e-05, "loss": 0.0767, "step": 410 }, { "epoch": 0.8848614072494669, "grad_norm": 0.7017682790756226, "learning_rate": 4.115138592750533e-05, "loss": 0.1073, "step": 415 }, { "epoch": 0.8955223880597015, "grad_norm": 0.2812543213367462, "learning_rate": 4.104477611940299e-05, "loss": 0.0665, "step": 420 }, { "epoch": 0.906183368869936, "grad_norm": 3.224841594696045, "learning_rate": 4.093816631130064e-05, "loss": 0.1028, "step": 425 }, { "epoch": 0.9168443496801706, "grad_norm": 1.9396395683288574, "learning_rate": 4.0831556503198296e-05, "loss": 0.0858, "step": 430 }, { "epoch": 0.9275053304904051, "grad_norm": 1.766357183456421, "learning_rate": 4.072494669509595e-05, "loss": 0.105, "step": 435 }, { "epoch": 0.9381663113006397, "grad_norm": 7.229098796844482, "learning_rate": 4.0618336886993606e-05, "loss": 0.102, "step": 440 }, { "epoch": 0.9488272921108742, "grad_norm": 6.790981769561768, "learning_rate": 4.051172707889126e-05, "loss": 0.1531, "step": 445 }, { "epoch": 0.9594882729211087, "grad_norm": 3.6507298946380615, "learning_rate": 4.0405117270788915e-05, "loss": 0.0739, "step": 450 }, { "epoch": 0.9701492537313433, "grad_norm": 0.277474969625473, "learning_rate": 4.029850746268657e-05, "loss": 0.0705, "step": 455 }, { "epoch": 0.9808102345415778, "grad_norm": 4.2118072509765625, "learning_rate": 4.0191897654584225e-05, "loss": 0.0377, "step": 460 }, { "epoch": 0.9914712153518124, "grad_norm": 2.435720443725586, "learning_rate": 4.008528784648188e-05, "loss": 0.124, "step": 465 }, { "epoch": 1.0, "eval_accuracy": 0.9429333333333333, "eval_loss": 0.17312079668045044, "eval_runtime": 18.4652, "eval_samples_per_second": 203.084, "eval_steps_per_second": 6.39, "step": 469 }, { "epoch": 1.0021321961620469, "grad_norm": 4.489440441131592, "learning_rate": 3.997867803837953e-05, "loss": 0.0623, "step": 470 }, { "epoch": 1.0127931769722816, "grad_norm": 0.3635157644748688, "learning_rate": 3.987206823027719e-05, "loss": 0.0136, "step": 475 }, { "epoch": 1.023454157782516, "grad_norm": 0.04086770862340927, "learning_rate": 3.976545842217484e-05, "loss": 0.0336, "step": 480 }, { "epoch": 1.0341151385927505, "grad_norm": 0.5033191442489624, "learning_rate": 3.96588486140725e-05, "loss": 0.0088, "step": 485 }, { "epoch": 1.044776119402985, "grad_norm": 0.07028315961360931, "learning_rate": 3.9552238805970146e-05, "loss": 0.0158, "step": 490 }, { "epoch": 1.0554371002132197, "grad_norm": 0.04735887050628662, "learning_rate": 3.944562899786781e-05, "loss": 0.0177, "step": 495 }, { "epoch": 1.0660980810234542, "grad_norm": 0.43348121643066406, "learning_rate": 3.9339019189765456e-05, "loss": 0.0131, "step": 500 }, { "epoch": 1.0767590618336886, "grad_norm": 8.368108749389648, "learning_rate": 3.923240938166312e-05, "loss": 0.0313, "step": 505 }, { "epoch": 1.0874200426439233, "grad_norm": 7.312335014343262, "learning_rate": 3.9125799573560765e-05, "loss": 0.0846, "step": 510 }, { "epoch": 1.0980810234541578, "grad_norm": 2.763037919998169, "learning_rate": 3.901918976545843e-05, "loss": 0.0513, "step": 515 }, { "epoch": 1.1087420042643923, "grad_norm": 0.4378064274787903, "learning_rate": 3.8912579957356075e-05, "loss": 0.0024, "step": 520 }, { "epoch": 1.1194029850746268, "grad_norm": 0.37240126729011536, "learning_rate": 3.8805970149253736e-05, "loss": 0.0015, "step": 525 }, { "epoch": 1.1300639658848615, "grad_norm": 0.02618749998509884, "learning_rate": 3.8699360341151384e-05, "loss": 0.0145, "step": 530 }, { "epoch": 1.140724946695096, "grad_norm": 0.013713640160858631, "learning_rate": 3.8592750533049046e-05, "loss": 0.042, "step": 535 }, { "epoch": 1.1513859275053304, "grad_norm": 6.348232269287109, "learning_rate": 3.8486140724946694e-05, "loss": 0.0765, "step": 540 }, { "epoch": 1.1620469083155651, "grad_norm": 0.2921755015850067, "learning_rate": 3.8379530916844355e-05, "loss": 0.0032, "step": 545 }, { "epoch": 1.1727078891257996, "grad_norm": 0.028481731191277504, "learning_rate": 3.8272921108742e-05, "loss": 0.0114, "step": 550 }, { "epoch": 1.183368869936034, "grad_norm": 0.2265009731054306, "learning_rate": 3.8166311300639665e-05, "loss": 0.005, "step": 555 }, { "epoch": 1.1940298507462686, "grad_norm": 3.0314130783081055, "learning_rate": 3.805970149253731e-05, "loss": 0.0331, "step": 560 }, { "epoch": 1.2046908315565032, "grad_norm": 0.7699183821678162, "learning_rate": 3.7953091684434974e-05, "loss": 0.0086, "step": 565 }, { "epoch": 1.2153518123667377, "grad_norm": 0.0020996136590838432, "learning_rate": 3.784648187633262e-05, "loss": 0.0101, "step": 570 }, { "epoch": 1.2260127931769722, "grad_norm": 0.049583759158849716, "learning_rate": 3.7739872068230284e-05, "loss": 0.0293, "step": 575 }, { "epoch": 1.236673773987207, "grad_norm": 11.139657974243164, "learning_rate": 3.763326226012793e-05, "loss": 0.0087, "step": 580 }, { "epoch": 1.2473347547974414, "grad_norm": 0.0236153993755579, "learning_rate": 3.752665245202559e-05, "loss": 0.0252, "step": 585 }, { "epoch": 1.2579957356076759, "grad_norm": 5.523359775543213, "learning_rate": 3.742004264392324e-05, "loss": 0.0212, "step": 590 }, { "epoch": 1.2686567164179103, "grad_norm": 0.021226538345217705, "learning_rate": 3.73134328358209e-05, "loss": 0.0014, "step": 595 }, { "epoch": 1.279317697228145, "grad_norm": 0.0022214530035853386, "learning_rate": 3.720682302771855e-05, "loss": 0.0226, "step": 600 }, { "epoch": 1.2899786780383795, "grad_norm": 0.6694089770317078, "learning_rate": 3.710021321961621e-05, "loss": 0.0023, "step": 605 }, { "epoch": 1.3006396588486142, "grad_norm": 1.18583083152771, "learning_rate": 3.699360341151386e-05, "loss": 0.0024, "step": 610 }, { "epoch": 1.3113006396588487, "grad_norm": 0.03705647215247154, "learning_rate": 3.6886993603411515e-05, "loss": 0.045, "step": 615 }, { "epoch": 1.3219616204690832, "grad_norm": 0.0837084949016571, "learning_rate": 3.678038379530917e-05, "loss": 0.0047, "step": 620 }, { "epoch": 1.3326226012793176, "grad_norm": 20.727052688598633, "learning_rate": 3.6673773987206824e-05, "loss": 0.0889, "step": 625 }, { "epoch": 1.3432835820895521, "grad_norm": 0.22105655074119568, "learning_rate": 3.656716417910448e-05, "loss": 0.0145, "step": 630 }, { "epoch": 1.3539445628997868, "grad_norm": 0.25451749563217163, "learning_rate": 3.6460554371002134e-05, "loss": 0.0237, "step": 635 }, { "epoch": 1.3646055437100213, "grad_norm": 0.5099952220916748, "learning_rate": 3.635394456289979e-05, "loss": 0.0283, "step": 640 }, { "epoch": 1.375266524520256, "grad_norm": 11.225927352905273, "learning_rate": 3.624733475479744e-05, "loss": 0.0439, "step": 645 }, { "epoch": 1.3859275053304905, "grad_norm": 0.03543882444500923, "learning_rate": 3.61407249466951e-05, "loss": 0.029, "step": 650 }, { "epoch": 1.396588486140725, "grad_norm": 0.300640732049942, "learning_rate": 3.603411513859275e-05, "loss": 0.0404, "step": 655 }, { "epoch": 1.4072494669509594, "grad_norm": 0.09688057750463486, "learning_rate": 3.592750533049041e-05, "loss": 0.0141, "step": 660 }, { "epoch": 1.417910447761194, "grad_norm": 0.15651468932628632, "learning_rate": 3.582089552238806e-05, "loss": 0.0014, "step": 665 }, { "epoch": 1.4285714285714286, "grad_norm": 16.413286209106445, "learning_rate": 3.571428571428572e-05, "loss": 0.061, "step": 670 }, { "epoch": 1.439232409381663, "grad_norm": 0.009997420944273472, "learning_rate": 3.560767590618337e-05, "loss": 0.0032, "step": 675 }, { "epoch": 1.4498933901918978, "grad_norm": 0.11960610747337341, "learning_rate": 3.5501066098081026e-05, "loss": 0.0698, "step": 680 }, { "epoch": 1.4605543710021323, "grad_norm": 0.18982942402362823, "learning_rate": 3.539445628997868e-05, "loss": 0.0512, "step": 685 }, { "epoch": 1.4712153518123667, "grad_norm": 6.774919033050537, "learning_rate": 3.5287846481876336e-05, "loss": 0.068, "step": 690 }, { "epoch": 1.4818763326226012, "grad_norm": 0.07752835005521774, "learning_rate": 3.518123667377399e-05, "loss": 0.0137, "step": 695 }, { "epoch": 1.4925373134328357, "grad_norm": 4.090426445007324, "learning_rate": 3.5074626865671645e-05, "loss": 0.0177, "step": 700 }, { "epoch": 1.5031982942430704, "grad_norm": 0.6071398854255676, "learning_rate": 3.496801705756929e-05, "loss": 0.0766, "step": 705 }, { "epoch": 1.5138592750533049, "grad_norm": 0.14962276816368103, "learning_rate": 3.4861407249466955e-05, "loss": 0.0136, "step": 710 }, { "epoch": 1.5245202558635396, "grad_norm": 0.09204737842082977, "learning_rate": 3.47547974413646e-05, "loss": 0.0494, "step": 715 }, { "epoch": 1.535181236673774, "grad_norm": 7.531642913818359, "learning_rate": 3.4648187633262264e-05, "loss": 0.0161, "step": 720 }, { "epoch": 1.5458422174840085, "grad_norm": 6.497248649597168, "learning_rate": 3.454157782515991e-05, "loss": 0.0414, "step": 725 }, { "epoch": 1.556503198294243, "grad_norm": 0.034405265003442764, "learning_rate": 3.4434968017057574e-05, "loss": 0.0188, "step": 730 }, { "epoch": 1.5671641791044775, "grad_norm": 1.0338650941848755, "learning_rate": 3.432835820895522e-05, "loss": 0.0088, "step": 735 }, { "epoch": 1.5778251599147122, "grad_norm": 0.007859860546886921, "learning_rate": 3.422174840085288e-05, "loss": 0.0008, "step": 740 }, { "epoch": 1.5884861407249466, "grad_norm": 9.049701690673828, "learning_rate": 3.411513859275053e-05, "loss": 0.0313, "step": 745 }, { "epoch": 1.5991471215351813, "grad_norm": 0.3167734444141388, "learning_rate": 3.400852878464819e-05, "loss": 0.0304, "step": 750 }, { "epoch": 1.6098081023454158, "grad_norm": 0.03937331959605217, "learning_rate": 3.390191897654584e-05, "loss": 0.0081, "step": 755 }, { "epoch": 1.6204690831556503, "grad_norm": 0.39047786593437195, "learning_rate": 3.37953091684435e-05, "loss": 0.0249, "step": 760 }, { "epoch": 1.6311300639658848, "grad_norm": 0.007541940547525883, "learning_rate": 3.368869936034115e-05, "loss": 0.0004, "step": 765 }, { "epoch": 1.6417910447761193, "grad_norm": 0.5652676820755005, "learning_rate": 3.358208955223881e-05, "loss": 0.0015, "step": 770 }, { "epoch": 1.652452025586354, "grad_norm": 0.6932991743087769, "learning_rate": 3.347547974413646e-05, "loss": 0.0009, "step": 775 }, { "epoch": 1.6631130063965884, "grad_norm": 10.74230670928955, "learning_rate": 3.336886993603412e-05, "loss": 0.0427, "step": 780 }, { "epoch": 1.6737739872068231, "grad_norm": 0.015600375831127167, "learning_rate": 3.326226012793177e-05, "loss": 0.0908, "step": 785 }, { "epoch": 1.6844349680170576, "grad_norm": 0.032702818512916565, "learning_rate": 3.3155650319829424e-05, "loss": 0.0105, "step": 790 }, { "epoch": 1.695095948827292, "grad_norm": 0.011013907380402088, "learning_rate": 3.304904051172708e-05, "loss": 0.0115, "step": 795 }, { "epoch": 1.7057569296375266, "grad_norm": 0.4279489517211914, "learning_rate": 3.294243070362473e-05, "loss": 0.0425, "step": 800 }, { "epoch": 1.716417910447761, "grad_norm": 0.6606729030609131, "learning_rate": 3.283582089552239e-05, "loss": 0.0161, "step": 805 }, { "epoch": 1.7270788912579957, "grad_norm": 0.06445536762475967, "learning_rate": 3.272921108742004e-05, "loss": 0.0148, "step": 810 }, { "epoch": 1.7377398720682304, "grad_norm": 8.382514953613281, "learning_rate": 3.26226012793177e-05, "loss": 0.0202, "step": 815 }, { "epoch": 1.748400852878465, "grad_norm": 0.0198732428252697, "learning_rate": 3.251599147121535e-05, "loss": 0.0426, "step": 820 }, { "epoch": 1.7590618336886994, "grad_norm": 4.975524425506592, "learning_rate": 3.240938166311301e-05, "loss": 0.077, "step": 825 }, { "epoch": 1.7697228144989339, "grad_norm": 9.508905410766602, "learning_rate": 3.230277185501066e-05, "loss": 0.0164, "step": 830 }, { "epoch": 1.7803837953091683, "grad_norm": 14.851171493530273, "learning_rate": 3.2196162046908317e-05, "loss": 0.0194, "step": 835 }, { "epoch": 1.7910447761194028, "grad_norm": 0.01751009188592434, "learning_rate": 3.208955223880597e-05, "loss": 0.0014, "step": 840 }, { "epoch": 1.8017057569296375, "grad_norm": 0.02330157533288002, "learning_rate": 3.1982942430703626e-05, "loss": 0.002, "step": 845 }, { "epoch": 1.8123667377398722, "grad_norm": 0.02951938658952713, "learning_rate": 3.187633262260128e-05, "loss": 0.0015, "step": 850 }, { "epoch": 1.8230277185501067, "grad_norm": 0.0671420693397522, "learning_rate": 3.1769722814498935e-05, "loss": 0.066, "step": 855 }, { "epoch": 1.8336886993603412, "grad_norm": 6.726079940795898, "learning_rate": 3.166311300639659e-05, "loss": 0.0298, "step": 860 }, { "epoch": 1.8443496801705757, "grad_norm": 5.813134670257568, "learning_rate": 3.1556503198294245e-05, "loss": 0.0225, "step": 865 }, { "epoch": 1.8550106609808101, "grad_norm": 0.009066685102880001, "learning_rate": 3.14498933901919e-05, "loss": 0.0033, "step": 870 }, { "epoch": 1.8656716417910446, "grad_norm": 0.13737043738365173, "learning_rate": 3.1343283582089554e-05, "loss": 0.0009, "step": 875 }, { "epoch": 1.8763326226012793, "grad_norm": 8.68946647644043, "learning_rate": 3.123667377398721e-05, "loss": 0.0107, "step": 880 }, { "epoch": 1.886993603411514, "grad_norm": 1.1588736772537231, "learning_rate": 3.1130063965884864e-05, "loss": 0.0018, "step": 885 }, { "epoch": 1.8976545842217485, "grad_norm": 7.715778827667236, "learning_rate": 3.102345415778252e-05, "loss": 0.0773, "step": 890 }, { "epoch": 1.908315565031983, "grad_norm": 7.597550392150879, "learning_rate": 3.0916844349680173e-05, "loss": 0.0232, "step": 895 }, { "epoch": 1.9189765458422174, "grad_norm": 0.0018281742231920362, "learning_rate": 3.081023454157783e-05, "loss": 0.0043, "step": 900 }, { "epoch": 1.929637526652452, "grad_norm": 0.057870108634233475, "learning_rate": 3.070362473347548e-05, "loss": 0.0003, "step": 905 }, { "epoch": 1.9402985074626866, "grad_norm": 0.06244092807173729, "learning_rate": 3.059701492537314e-05, "loss": 0.012, "step": 910 }, { "epoch": 1.950959488272921, "grad_norm": 0.005397165194153786, "learning_rate": 3.0490405117270792e-05, "loss": 0.0007, "step": 915 }, { "epoch": 1.9616204690831558, "grad_norm": 0.13206999003887177, "learning_rate": 3.0383795309168444e-05, "loss": 0.0005, "step": 920 }, { "epoch": 1.9722814498933903, "grad_norm": 17.099491119384766, "learning_rate": 3.0277185501066102e-05, "loss": 0.0543, "step": 925 }, { "epoch": 1.9829424307036247, "grad_norm": 8.941192626953125, "learning_rate": 3.0170575692963753e-05, "loss": 0.0189, "step": 930 }, { "epoch": 1.9936034115138592, "grad_norm": 0.5419250130653381, "learning_rate": 3.006396588486141e-05, "loss": 0.0215, "step": 935 }, { "epoch": 2.0, "eval_accuracy": 0.952, "eval_loss": 0.23366907238960266, "eval_runtime": 17.9114, "eval_samples_per_second": 209.364, "eval_steps_per_second": 6.588, "step": 938 }, { "epoch": 2.0042643923240937, "grad_norm": 0.23212935030460358, "learning_rate": 2.9957356076759063e-05, "loss": 0.1364, "step": 940 }, { "epoch": 2.014925373134328, "grad_norm": 0.006510720122605562, "learning_rate": 2.9850746268656714e-05, "loss": 0.0002, "step": 945 }, { "epoch": 2.025586353944563, "grad_norm": 0.2070126086473465, "learning_rate": 2.9744136460554372e-05, "loss": 0.0054, "step": 950 }, { "epoch": 2.0362473347547976, "grad_norm": 0.0019345590844750404, "learning_rate": 2.9637526652452023e-05, "loss": 0.0018, "step": 955 }, { "epoch": 2.046908315565032, "grad_norm": 0.04831007495522499, "learning_rate": 2.953091684434968e-05, "loss": 0.0059, "step": 960 }, { "epoch": 2.0575692963752665, "grad_norm": 0.012780869379639626, "learning_rate": 2.9424307036247333e-05, "loss": 0.0006, "step": 965 }, { "epoch": 2.068230277185501, "grad_norm": 0.006146378815174103, "learning_rate": 2.931769722814499e-05, "loss": 0.0008, "step": 970 }, { "epoch": 2.0788912579957355, "grad_norm": 0.0021279011853039265, "learning_rate": 2.9211087420042642e-05, "loss": 0.0001, "step": 975 }, { "epoch": 2.08955223880597, "grad_norm": 7.1951584815979, "learning_rate": 2.91044776119403e-05, "loss": 0.0273, "step": 980 }, { "epoch": 2.100213219616205, "grad_norm": 0.006574519444257021, "learning_rate": 2.8997867803837952e-05, "loss": 0.0019, "step": 985 }, { "epoch": 2.1108742004264394, "grad_norm": 0.02979465015232563, "learning_rate": 2.889125799573561e-05, "loss": 0.0005, "step": 990 }, { "epoch": 2.121535181236674, "grad_norm": 0.03725764900445938, "learning_rate": 2.878464818763326e-05, "loss": 0.0071, "step": 995 }, { "epoch": 2.1321961620469083, "grad_norm": 9.669961929321289, "learning_rate": 2.867803837953092e-05, "loss": 0.0297, "step": 1000 }, { "epoch": 2.142857142857143, "grad_norm": 0.05215339735150337, "learning_rate": 2.857142857142857e-05, "loss": 0.0003, "step": 1005 }, { "epoch": 2.1535181236673773, "grad_norm": 0.005723474081605673, "learning_rate": 2.846481876332623e-05, "loss": 0.0005, "step": 1010 }, { "epoch": 2.1641791044776117, "grad_norm": 0.12211333960294724, "learning_rate": 2.835820895522388e-05, "loss": 0.0003, "step": 1015 }, { "epoch": 2.1748400852878467, "grad_norm": 0.26316601037979126, "learning_rate": 2.825159914712154e-05, "loss": 0.0008, "step": 1020 }, { "epoch": 2.185501066098081, "grad_norm": 0.001690951525233686, "learning_rate": 2.814498933901919e-05, "loss": 0.0021, "step": 1025 }, { "epoch": 2.1961620469083156, "grad_norm": 0.0034065067302435637, "learning_rate": 2.8038379530916848e-05, "loss": 0.0004, "step": 1030 }, { "epoch": 2.20682302771855, "grad_norm": 0.0010407333029434085, "learning_rate": 2.79317697228145e-05, "loss": 0.0254, "step": 1035 }, { "epoch": 2.2174840085287846, "grad_norm": 0.07637695968151093, "learning_rate": 2.7825159914712157e-05, "loss": 0.0237, "step": 1040 }, { "epoch": 2.228144989339019, "grad_norm": 0.002068418078124523, "learning_rate": 2.771855010660981e-05, "loss": 0.0002, "step": 1045 }, { "epoch": 2.2388059701492535, "grad_norm": 0.003188133705407381, "learning_rate": 2.7611940298507467e-05, "loss": 0.0002, "step": 1050 }, { "epoch": 2.2494669509594885, "grad_norm": 2.3322396278381348, "learning_rate": 2.7505330490405118e-05, "loss": 0.008, "step": 1055 }, { "epoch": 2.260127931769723, "grad_norm": 0.007329651620239019, "learning_rate": 2.7398720682302776e-05, "loss": 0.0002, "step": 1060 }, { "epoch": 2.2707889125799574, "grad_norm": 0.02505979686975479, "learning_rate": 2.7292110874200428e-05, "loss": 0.0002, "step": 1065 }, { "epoch": 2.281449893390192, "grad_norm": 0.0007982216193340719, "learning_rate": 2.7185501066098086e-05, "loss": 0.0001, "step": 1070 }, { "epoch": 2.2921108742004264, "grad_norm": 0.009859717451035976, "learning_rate": 2.7078891257995737e-05, "loss": 0.004, "step": 1075 }, { "epoch": 2.302771855010661, "grad_norm": 0.031057290732860565, "learning_rate": 2.6972281449893395e-05, "loss": 0.0008, "step": 1080 }, { "epoch": 2.3134328358208958, "grad_norm": 0.002461077645421028, "learning_rate": 2.6865671641791047e-05, "loss": 0.0001, "step": 1085 }, { "epoch": 2.3240938166311302, "grad_norm": 0.0019033419666811824, "learning_rate": 2.6759061833688705e-05, "loss": 0.0005, "step": 1090 }, { "epoch": 2.3347547974413647, "grad_norm": 0.020137565210461617, "learning_rate": 2.6652452025586356e-05, "loss": 0.0001, "step": 1095 }, { "epoch": 2.345415778251599, "grad_norm": 0.01116106379777193, "learning_rate": 2.6545842217484007e-05, "loss": 0.0002, "step": 1100 }, { "epoch": 2.3560767590618337, "grad_norm": 0.06040339916944504, "learning_rate": 2.6439232409381666e-05, "loss": 0.0002, "step": 1105 }, { "epoch": 2.366737739872068, "grad_norm": 1.5732898712158203, "learning_rate": 2.6332622601279317e-05, "loss": 0.0032, "step": 1110 }, { "epoch": 2.3773987206823026, "grad_norm": 0.007247257046401501, "learning_rate": 2.6226012793176975e-05, "loss": 0.0002, "step": 1115 }, { "epoch": 2.388059701492537, "grad_norm": 0.021347081288695335, "learning_rate": 2.6119402985074626e-05, "loss": 0.0212, "step": 1120 }, { "epoch": 2.398720682302772, "grad_norm": 1.4401729106903076, "learning_rate": 2.6012793176972285e-05, "loss": 0.0011, "step": 1125 }, { "epoch": 2.4093816631130065, "grad_norm": 0.009736673906445503, "learning_rate": 2.5906183368869936e-05, "loss": 0.0001, "step": 1130 }, { "epoch": 2.420042643923241, "grad_norm": 0.0005613169632852077, "learning_rate": 2.5799573560767594e-05, "loss": 0.0038, "step": 1135 }, { "epoch": 2.4307036247334755, "grad_norm": 0.006597707513719797, "learning_rate": 2.5692963752665245e-05, "loss": 0.0001, "step": 1140 }, { "epoch": 2.44136460554371, "grad_norm": 0.5111905932426453, "learning_rate": 2.5586353944562904e-05, "loss": 0.0409, "step": 1145 }, { "epoch": 2.4520255863539444, "grad_norm": 0.014620088040828705, "learning_rate": 2.5479744136460555e-05, "loss": 0.0003, "step": 1150 }, { "epoch": 2.4626865671641793, "grad_norm": 0.5755995512008667, "learning_rate": 2.537313432835821e-05, "loss": 0.0006, "step": 1155 }, { "epoch": 2.473347547974414, "grad_norm": 0.014837886206805706, "learning_rate": 2.5266524520255864e-05, "loss": 0.0003, "step": 1160 }, { "epoch": 2.4840085287846483, "grad_norm": 0.0005985779571346939, "learning_rate": 2.515991471215352e-05, "loss": 0.0001, "step": 1165 }, { "epoch": 2.4946695095948828, "grad_norm": 0.0027303595561534166, "learning_rate": 2.5053304904051174e-05, "loss": 0.0001, "step": 1170 }, { "epoch": 2.5053304904051172, "grad_norm": 0.16521170735359192, "learning_rate": 2.494669509594883e-05, "loss": 0.0105, "step": 1175 }, { "epoch": 2.5159914712153517, "grad_norm": 0.004499639384448528, "learning_rate": 2.4840085287846483e-05, "loss": 0.0001, "step": 1180 }, { "epoch": 2.526652452025586, "grad_norm": 0.026896901428699493, "learning_rate": 2.4733475479744138e-05, "loss": 0.0026, "step": 1185 }, { "epoch": 2.5373134328358207, "grad_norm": 0.5625950694084167, "learning_rate": 2.4626865671641793e-05, "loss": 0.0006, "step": 1190 }, { "epoch": 2.5479744136460556, "grad_norm": 1.4240341186523438, "learning_rate": 2.4520255863539444e-05, "loss": 0.0161, "step": 1195 }, { "epoch": 2.55863539445629, "grad_norm": 0.0059285759925842285, "learning_rate": 2.44136460554371e-05, "loss": 0.0001, "step": 1200 }, { "epoch": 2.5692963752665245, "grad_norm": 3.4125325679779053, "learning_rate": 2.4307036247334754e-05, "loss": 0.0016, "step": 1205 }, { "epoch": 2.579957356076759, "grad_norm": 0.09839680790901184, "learning_rate": 2.420042643923241e-05, "loss": 0.0004, "step": 1210 }, { "epoch": 2.5906183368869935, "grad_norm": 0.0010177026269957423, "learning_rate": 2.4093816631130063e-05, "loss": 0.001, "step": 1215 }, { "epoch": 2.6012793176972284, "grad_norm": 0.002969444030895829, "learning_rate": 2.3987206823027718e-05, "loss": 0.0003, "step": 1220 }, { "epoch": 2.611940298507463, "grad_norm": 0.0015349864261224866, "learning_rate": 2.3880597014925373e-05, "loss": 0.0004, "step": 1225 }, { "epoch": 2.6226012793176974, "grad_norm": 0.0008386714034713805, "learning_rate": 2.3773987206823027e-05, "loss": 0.0001, "step": 1230 }, { "epoch": 2.633262260127932, "grad_norm": 0.0006430671201087534, "learning_rate": 2.3667377398720682e-05, "loss": 0.0001, "step": 1235 }, { "epoch": 2.6439232409381663, "grad_norm": 0.021702909842133522, "learning_rate": 2.3560767590618337e-05, "loss": 0.002, "step": 1240 }, { "epoch": 2.654584221748401, "grad_norm": 0.0046903654001653194, "learning_rate": 2.345415778251599e-05, "loss": 0.0004, "step": 1245 }, { "epoch": 2.6652452025586353, "grad_norm": 0.06749894469976425, "learning_rate": 2.3347547974413646e-05, "loss": 0.0002, "step": 1250 }, { "epoch": 2.6759061833688698, "grad_norm": 0.10783130675554276, "learning_rate": 2.32409381663113e-05, "loss": 0.0077, "step": 1255 }, { "epoch": 2.6865671641791042, "grad_norm": 0.32774871587753296, "learning_rate": 2.3134328358208956e-05, "loss": 0.0004, "step": 1260 }, { "epoch": 2.697228144989339, "grad_norm": 0.003545227460563183, "learning_rate": 2.302771855010661e-05, "loss": 0.0001, "step": 1265 }, { "epoch": 2.7078891257995736, "grad_norm": 0.01444152370095253, "learning_rate": 2.2921108742004265e-05, "loss": 0.112, "step": 1270 }, { "epoch": 2.718550106609808, "grad_norm": 0.0018640354974195361, "learning_rate": 2.281449893390192e-05, "loss": 0.0094, "step": 1275 }, { "epoch": 2.7292110874200426, "grad_norm": 0.01793220080435276, "learning_rate": 2.2707889125799575e-05, "loss": 0.0274, "step": 1280 }, { "epoch": 2.739872068230277, "grad_norm": 11.778922080993652, "learning_rate": 2.260127931769723e-05, "loss": 0.0365, "step": 1285 }, { "epoch": 2.750533049040512, "grad_norm": 0.0011289332760497928, "learning_rate": 2.2494669509594884e-05, "loss": 0.0004, "step": 1290 }, { "epoch": 2.7611940298507465, "grad_norm": 0.010555271059274673, "learning_rate": 2.238805970149254e-05, "loss": 0.0001, "step": 1295 }, { "epoch": 2.771855010660981, "grad_norm": 0.0015511485980823636, "learning_rate": 2.2281449893390194e-05, "loss": 0.0002, "step": 1300 }, { "epoch": 2.7825159914712154, "grad_norm": 0.0005575595423579216, "learning_rate": 2.217484008528785e-05, "loss": 0.0001, "step": 1305 }, { "epoch": 2.79317697228145, "grad_norm": 0.1889764964580536, "learning_rate": 2.2068230277185503e-05, "loss": 0.0004, "step": 1310 }, { "epoch": 2.8038379530916844, "grad_norm": 0.023335302248597145, "learning_rate": 2.1961620469083158e-05, "loss": 0.0004, "step": 1315 }, { "epoch": 2.814498933901919, "grad_norm": 0.003003540216013789, "learning_rate": 2.1855010660980813e-05, "loss": 0.0001, "step": 1320 }, { "epoch": 2.8251599147121533, "grad_norm": 0.028375841677188873, "learning_rate": 2.1748400852878467e-05, "loss": 0.0006, "step": 1325 }, { "epoch": 2.835820895522388, "grad_norm": 0.012598455883562565, "learning_rate": 2.164179104477612e-05, "loss": 0.0001, "step": 1330 }, { "epoch": 2.8464818763326227, "grad_norm": 0.003832779824733734, "learning_rate": 2.1535181236673773e-05, "loss": 0.0032, "step": 1335 }, { "epoch": 2.857142857142857, "grad_norm": 0.0008711920818313956, "learning_rate": 2.1428571428571428e-05, "loss": 0.0021, "step": 1340 }, { "epoch": 2.8678038379530917, "grad_norm": 0.0016271332278847694, "learning_rate": 2.1321961620469083e-05, "loss": 0.0001, "step": 1345 }, { "epoch": 2.878464818763326, "grad_norm": 0.0009944208431988955, "learning_rate": 2.1215351812366738e-05, "loss": 0.0001, "step": 1350 }, { "epoch": 2.8891257995735606, "grad_norm": 0.023777911439538002, "learning_rate": 2.1108742004264392e-05, "loss": 0.0426, "step": 1355 }, { "epoch": 2.8997867803837956, "grad_norm": 0.8271000981330872, "learning_rate": 2.1002132196162047e-05, "loss": 0.033, "step": 1360 }, { "epoch": 2.91044776119403, "grad_norm": 0.005003150552511215, "learning_rate": 2.0895522388059702e-05, "loss": 0.0044, "step": 1365 }, { "epoch": 2.9211087420042645, "grad_norm": 0.03347320854663849, "learning_rate": 2.0788912579957357e-05, "loss": 0.0015, "step": 1370 }, { "epoch": 2.931769722814499, "grad_norm": 0.000696173869073391, "learning_rate": 2.068230277185501e-05, "loss": 0.0001, "step": 1375 }, { "epoch": 2.9424307036247335, "grad_norm": 19.805208206176758, "learning_rate": 2.0575692963752666e-05, "loss": 0.0099, "step": 1380 }, { "epoch": 2.953091684434968, "grad_norm": 0.0019483945798128843, "learning_rate": 2.046908315565032e-05, "loss": 0.001, "step": 1385 }, { "epoch": 2.9637526652452024, "grad_norm": 10.088868141174316, "learning_rate": 2.0362473347547976e-05, "loss": 0.0066, "step": 1390 }, { "epoch": 2.974413646055437, "grad_norm": 0.003981050103902817, "learning_rate": 2.025586353944563e-05, "loss": 0.0001, "step": 1395 }, { "epoch": 2.9850746268656714, "grad_norm": 0.0004683963197749108, "learning_rate": 2.0149253731343285e-05, "loss": 0.0008, "step": 1400 }, { "epoch": 2.9957356076759063, "grad_norm": 5.499639987945557, "learning_rate": 2.004264392324094e-05, "loss": 0.0021, "step": 1405 }, { "epoch": 3.0, "eval_accuracy": 0.9546666666666667, "eval_loss": 0.248244509100914, "eval_runtime": 18.2234, "eval_samples_per_second": 205.78, "eval_steps_per_second": 6.475, "step": 1407 }, { "epoch": 3.0063965884861408, "grad_norm": 0.000801321177277714, "learning_rate": 1.9936034115138594e-05, "loss": 0.0635, "step": 1410 }, { "epoch": 3.0170575692963753, "grad_norm": 0.0018451112555339932, "learning_rate": 1.982942430703625e-05, "loss": 0.0004, "step": 1415 }, { "epoch": 3.0277185501066097, "grad_norm": 0.002699748147279024, "learning_rate": 1.9722814498933904e-05, "loss": 0.0001, "step": 1420 }, { "epoch": 3.038379530916844, "grad_norm": 0.016597602516412735, "learning_rate": 1.961620469083156e-05, "loss": 0.0001, "step": 1425 }, { "epoch": 3.0490405117270787, "grad_norm": 0.002888405928388238, "learning_rate": 1.9509594882729213e-05, "loss": 0.0001, "step": 1430 }, { "epoch": 3.0597014925373136, "grad_norm": 0.001081654685549438, "learning_rate": 1.9402985074626868e-05, "loss": 0.0001, "step": 1435 }, { "epoch": 3.070362473347548, "grad_norm": 0.01322456356137991, "learning_rate": 1.9296375266524523e-05, "loss": 0.0003, "step": 1440 }, { "epoch": 3.0810234541577826, "grad_norm": 0.006288584321737289, "learning_rate": 1.9189765458422178e-05, "loss": 0.0001, "step": 1445 }, { "epoch": 3.091684434968017, "grad_norm": 0.0008831746526993811, "learning_rate": 1.9083155650319832e-05, "loss": 0.0188, "step": 1450 }, { "epoch": 3.1023454157782515, "grad_norm": 1.561693787574768, "learning_rate": 1.8976545842217487e-05, "loss": 0.0008, "step": 1455 }, { "epoch": 3.113006396588486, "grad_norm": 0.001299654715694487, "learning_rate": 1.8869936034115142e-05, "loss": 0.0001, "step": 1460 }, { "epoch": 3.1236673773987205, "grad_norm": 0.008705204352736473, "learning_rate": 1.8763326226012797e-05, "loss": 0.0001, "step": 1465 }, { "epoch": 3.1343283582089554, "grad_norm": 0.017434099689126015, "learning_rate": 1.865671641791045e-05, "loss": 0.0001, "step": 1470 }, { "epoch": 3.14498933901919, "grad_norm": 0.0013582018436864018, "learning_rate": 1.8550106609808106e-05, "loss": 0.0001, "step": 1475 }, { "epoch": 3.1556503198294243, "grad_norm": 0.004880212247371674, "learning_rate": 1.8443496801705757e-05, "loss": 0.0023, "step": 1480 }, { "epoch": 3.166311300639659, "grad_norm": 0.007500508800148964, "learning_rate": 1.8336886993603412e-05, "loss": 0.0001, "step": 1485 }, { "epoch": 3.1769722814498933, "grad_norm": 0.002009419957175851, "learning_rate": 1.8230277185501067e-05, "loss": 0.0001, "step": 1490 }, { "epoch": 3.1876332622601278, "grad_norm": 0.009095050394535065, "learning_rate": 1.812366737739872e-05, "loss": 0.0001, "step": 1495 }, { "epoch": 3.1982942430703627, "grad_norm": 0.001300916774198413, "learning_rate": 1.8017057569296376e-05, "loss": 0.0005, "step": 1500 }, { "epoch": 3.208955223880597, "grad_norm": 0.0024559053126722574, "learning_rate": 1.791044776119403e-05, "loss": 0.0001, "step": 1505 }, { "epoch": 3.2196162046908317, "grad_norm": 0.004607733339071274, "learning_rate": 1.7803837953091686e-05, "loss": 0.0001, "step": 1510 }, { "epoch": 3.230277185501066, "grad_norm": 0.0005166428163647652, "learning_rate": 1.769722814498934e-05, "loss": 0.0009, "step": 1515 }, { "epoch": 3.2409381663113006, "grad_norm": 0.0011023251572623849, "learning_rate": 1.7590618336886995e-05, "loss": 0.0001, "step": 1520 }, { "epoch": 3.251599147121535, "grad_norm": 0.0347328707575798, "learning_rate": 1.7484008528784647e-05, "loss": 0.0001, "step": 1525 }, { "epoch": 3.2622601279317696, "grad_norm": 0.03133232146501541, "learning_rate": 1.73773987206823e-05, "loss": 0.0002, "step": 1530 }, { "epoch": 3.272921108742004, "grad_norm": 0.002386990701779723, "learning_rate": 1.7270788912579956e-05, "loss": 0.0001, "step": 1535 }, { "epoch": 3.283582089552239, "grad_norm": 0.0023339290637522936, "learning_rate": 1.716417910447761e-05, "loss": 0.0001, "step": 1540 }, { "epoch": 3.2942430703624734, "grad_norm": 0.0022606707643717527, "learning_rate": 1.7057569296375266e-05, "loss": 0.0002, "step": 1545 }, { "epoch": 3.304904051172708, "grad_norm": 0.021408548578619957, "learning_rate": 1.695095948827292e-05, "loss": 0.0001, "step": 1550 }, { "epoch": 3.3155650319829424, "grad_norm": 18.459163665771484, "learning_rate": 1.6844349680170575e-05, "loss": 0.0075, "step": 1555 }, { "epoch": 3.326226012793177, "grad_norm": 0.00619714567437768, "learning_rate": 1.673773987206823e-05, "loss": 0.0001, "step": 1560 }, { "epoch": 3.3368869936034113, "grad_norm": 0.135460764169693, "learning_rate": 1.6631130063965885e-05, "loss": 0.0049, "step": 1565 }, { "epoch": 3.3475479744136463, "grad_norm": 0.004021491855382919, "learning_rate": 1.652452025586354e-05, "loss": 0.0001, "step": 1570 }, { "epoch": 3.3582089552238807, "grad_norm": 0.001629222882911563, "learning_rate": 1.6417910447761194e-05, "loss": 0.0011, "step": 1575 }, { "epoch": 3.368869936034115, "grad_norm": 0.00044148892629891634, "learning_rate": 1.631130063965885e-05, "loss": 0.0001, "step": 1580 }, { "epoch": 3.3795309168443497, "grad_norm": 0.014529965817928314, "learning_rate": 1.6204690831556504e-05, "loss": 0.0001, "step": 1585 }, { "epoch": 3.390191897654584, "grad_norm": 0.0005223302287049592, "learning_rate": 1.6098081023454158e-05, "loss": 0.0001, "step": 1590 }, { "epoch": 3.4008528784648187, "grad_norm": 0.0013045272789895535, "learning_rate": 1.5991471215351813e-05, "loss": 0.0002, "step": 1595 }, { "epoch": 3.411513859275053, "grad_norm": 0.0005001061945222318, "learning_rate": 1.5884861407249468e-05, "loss": 0.0001, "step": 1600 }, { "epoch": 3.4221748400852876, "grad_norm": 0.009848849847912788, "learning_rate": 1.5778251599147122e-05, "loss": 0.0027, "step": 1605 }, { "epoch": 3.4328358208955225, "grad_norm": 0.0005870772292837501, "learning_rate": 1.5671641791044777e-05, "loss": 0.0001, "step": 1610 }, { "epoch": 3.443496801705757, "grad_norm": 0.0008098568068817258, "learning_rate": 1.5565031982942432e-05, "loss": 0.0001, "step": 1615 }, { "epoch": 3.4541577825159915, "grad_norm": 0.012052051723003387, "learning_rate": 1.5458422174840087e-05, "loss": 0.0001, "step": 1620 }, { "epoch": 3.464818763326226, "grad_norm": 0.011413906700909138, "learning_rate": 1.535181236673774e-05, "loss": 0.0002, "step": 1625 }, { "epoch": 3.4754797441364604, "grad_norm": 0.010221424512565136, "learning_rate": 1.5245202558635396e-05, "loss": 0.0001, "step": 1630 }, { "epoch": 3.486140724946695, "grad_norm": 0.000859771273098886, "learning_rate": 1.5138592750533051e-05, "loss": 0.0003, "step": 1635 }, { "epoch": 3.49680170575693, "grad_norm": 0.0017335901502519846, "learning_rate": 1.5031982942430706e-05, "loss": 0.0001, "step": 1640 }, { "epoch": 3.5074626865671643, "grad_norm": 0.0005336115136742592, "learning_rate": 1.4925373134328357e-05, "loss": 0.0001, "step": 1645 }, { "epoch": 3.518123667377399, "grad_norm": 0.011401413939893246, "learning_rate": 1.4818763326226012e-05, "loss": 0.0001, "step": 1650 }, { "epoch": 3.5287846481876333, "grad_norm": 0.00043319741962477565, "learning_rate": 1.4712153518123666e-05, "loss": 0.0001, "step": 1655 }, { "epoch": 3.5394456289978677, "grad_norm": 0.004011583514511585, "learning_rate": 1.4605543710021321e-05, "loss": 0.0002, "step": 1660 }, { "epoch": 3.550106609808102, "grad_norm": 0.0025535374879837036, "learning_rate": 1.4498933901918976e-05, "loss": 0.0001, "step": 1665 }, { "epoch": 3.5607675906183367, "grad_norm": 0.0008301076595671475, "learning_rate": 1.439232409381663e-05, "loss": 0.0001, "step": 1670 }, { "epoch": 3.571428571428571, "grad_norm": 0.004071046132594347, "learning_rate": 1.4285714285714285e-05, "loss": 0.0001, "step": 1675 }, { "epoch": 3.582089552238806, "grad_norm": 0.005094863008707762, "learning_rate": 1.417910447761194e-05, "loss": 0.0001, "step": 1680 }, { "epoch": 3.5927505330490406, "grad_norm": 11.434825897216797, "learning_rate": 1.4072494669509595e-05, "loss": 0.0054, "step": 1685 }, { "epoch": 3.603411513859275, "grad_norm": 0.0005070870975032449, "learning_rate": 1.396588486140725e-05, "loss": 0.0001, "step": 1690 }, { "epoch": 3.6140724946695095, "grad_norm": 0.0168480034917593, "learning_rate": 1.3859275053304904e-05, "loss": 0.0001, "step": 1695 }, { "epoch": 3.624733475479744, "grad_norm": 0.0008461446850560606, "learning_rate": 1.3752665245202559e-05, "loss": 0.0001, "step": 1700 }, { "epoch": 3.635394456289979, "grad_norm": 0.008455686271190643, "learning_rate": 1.3646055437100214e-05, "loss": 0.0001, "step": 1705 }, { "epoch": 3.6460554371002134, "grad_norm": 0.00041681021684780717, "learning_rate": 1.3539445628997869e-05, "loss": 0.0001, "step": 1710 }, { "epoch": 3.656716417910448, "grad_norm": 0.0087368693202734, "learning_rate": 1.3432835820895523e-05, "loss": 0.0001, "step": 1715 }, { "epoch": 3.6673773987206824, "grad_norm": 0.0003989397664554417, "learning_rate": 1.3326226012793178e-05, "loss": 0.0001, "step": 1720 }, { "epoch": 3.678038379530917, "grad_norm": 0.0028573633171617985, "learning_rate": 1.3219616204690833e-05, "loss": 0.0001, "step": 1725 }, { "epoch": 3.6886993603411513, "grad_norm": 0.010743173770606518, "learning_rate": 1.3113006396588488e-05, "loss": 0.0001, "step": 1730 }, { "epoch": 3.699360341151386, "grad_norm": 0.0005059782997705042, "learning_rate": 1.3006396588486142e-05, "loss": 0.0074, "step": 1735 }, { "epoch": 3.7100213219616203, "grad_norm": 0.004534687381237745, "learning_rate": 1.2899786780383797e-05, "loss": 0.0, "step": 1740 }, { "epoch": 3.7206823027718547, "grad_norm": 0.013566154055297375, "learning_rate": 1.2793176972281452e-05, "loss": 0.0001, "step": 1745 }, { "epoch": 3.7313432835820897, "grad_norm": 0.0014023985713720322, "learning_rate": 1.2686567164179105e-05, "loss": 0.0001, "step": 1750 }, { "epoch": 3.742004264392324, "grad_norm": 0.0015459961723536253, "learning_rate": 1.257995735607676e-05, "loss": 0.0001, "step": 1755 }, { "epoch": 3.7526652452025586, "grad_norm": 0.0004811576509382576, "learning_rate": 1.2473347547974414e-05, "loss": 0.0001, "step": 1760 }, { "epoch": 3.763326226012793, "grad_norm": 0.0011233583791181445, "learning_rate": 1.2366737739872069e-05, "loss": 0.0001, "step": 1765 }, { "epoch": 3.7739872068230276, "grad_norm": 0.0005417008651420474, "learning_rate": 1.2260127931769722e-05, "loss": 0.0001, "step": 1770 }, { "epoch": 3.7846481876332625, "grad_norm": 0.0008258482557721436, "learning_rate": 1.2153518123667377e-05, "loss": 0.0002, "step": 1775 }, { "epoch": 3.795309168443497, "grad_norm": 0.0006673976313322783, "learning_rate": 1.2046908315565032e-05, "loss": 0.0002, "step": 1780 }, { "epoch": 3.8059701492537314, "grad_norm": 0.05592097342014313, "learning_rate": 1.1940298507462686e-05, "loss": 0.0001, "step": 1785 }, { "epoch": 3.816631130063966, "grad_norm": 0.012964832596480846, "learning_rate": 1.1833688699360341e-05, "loss": 0.0001, "step": 1790 }, { "epoch": 3.8272921108742004, "grad_norm": 0.0033881776034832, "learning_rate": 1.1727078891257996e-05, "loss": 0.0001, "step": 1795 }, { "epoch": 3.837953091684435, "grad_norm": 0.003563040867447853, "learning_rate": 1.162046908315565e-05, "loss": 0.0001, "step": 1800 }, { "epoch": 3.8486140724946694, "grad_norm": 0.0017364048399031162, "learning_rate": 1.1513859275053305e-05, "loss": 0.0018, "step": 1805 }, { "epoch": 3.859275053304904, "grad_norm": 0.0875784158706665, "learning_rate": 1.140724946695096e-05, "loss": 0.0001, "step": 1810 }, { "epoch": 3.8699360341151388, "grad_norm": 0.002513446379452944, "learning_rate": 1.1300639658848615e-05, "loss": 0.0001, "step": 1815 }, { "epoch": 3.8805970149253732, "grad_norm": 0.004740020260214806, "learning_rate": 1.119402985074627e-05, "loss": 0.0001, "step": 1820 }, { "epoch": 3.8912579957356077, "grad_norm": 0.00046836529509164393, "learning_rate": 1.1087420042643924e-05, "loss": 0.0001, "step": 1825 }, { "epoch": 3.901918976545842, "grad_norm": 0.0053132628090679646, "learning_rate": 1.0980810234541579e-05, "loss": 0.0001, "step": 1830 }, { "epoch": 3.9125799573560767, "grad_norm": 0.001051435829140246, "learning_rate": 1.0874200426439234e-05, "loss": 0.0001, "step": 1835 }, { "epoch": 3.923240938166311, "grad_norm": 16.337718963623047, "learning_rate": 1.0767590618336887e-05, "loss": 0.0112, "step": 1840 }, { "epoch": 3.933901918976546, "grad_norm": 0.08996672928333282, "learning_rate": 1.0660980810234541e-05, "loss": 0.0001, "step": 1845 }, { "epoch": 3.9445628997867805, "grad_norm": 0.0006036468548700213, "learning_rate": 1.0554371002132196e-05, "loss": 0.0001, "step": 1850 }, { "epoch": 3.955223880597015, "grad_norm": 0.0012560180621221662, "learning_rate": 1.0447761194029851e-05, "loss": 0.0001, "step": 1855 }, { "epoch": 3.9658848614072495, "grad_norm": 0.002333889715373516, "learning_rate": 1.0341151385927506e-05, "loss": 0.0001, "step": 1860 }, { "epoch": 3.976545842217484, "grad_norm": 0.002112707355991006, "learning_rate": 1.023454157782516e-05, "loss": 0.0001, "step": 1865 }, { "epoch": 3.9872068230277184, "grad_norm": 0.0009484985494054854, "learning_rate": 1.0127931769722815e-05, "loss": 0.0001, "step": 1870 }, { "epoch": 3.997867803837953, "grad_norm": 0.000689346925355494, "learning_rate": 1.002132196162047e-05, "loss": 0.0001, "step": 1875 }, { "epoch": 4.0, "eval_accuracy": 0.9562666666666667, "eval_loss": 0.2534376382827759, "eval_runtime": 17.7051, "eval_samples_per_second": 211.803, "eval_steps_per_second": 6.665, "step": 1876 }, { "epoch": 4.008528784648187, "grad_norm": 0.0005996975814923644, "learning_rate": 9.914712153518125e-06, "loss": 0.002, "step": 1880 }, { "epoch": 4.019189765458422, "grad_norm": 0.0005832866299897432, "learning_rate": 9.80810234541578e-06, "loss": 0.0001, "step": 1885 }, { "epoch": 4.029850746268656, "grad_norm": 0.0008000755333341658, "learning_rate": 9.701492537313434e-06, "loss": 0.0, "step": 1890 }, { "epoch": 4.040511727078891, "grad_norm": 0.0008381507941521704, "learning_rate": 9.594882729211089e-06, "loss": 0.0001, "step": 1895 }, { "epoch": 4.051172707889126, "grad_norm": 0.0007523804670199752, "learning_rate": 9.488272921108744e-06, "loss": 0.0001, "step": 1900 }, { "epoch": 4.061833688699361, "grad_norm": 0.000499650661367923, "learning_rate": 9.381663113006398e-06, "loss": 0.0001, "step": 1905 }, { "epoch": 4.072494669509595, "grad_norm": 0.0004529411962721497, "learning_rate": 9.275053304904053e-06, "loss": 0.0, "step": 1910 }, { "epoch": 4.08315565031983, "grad_norm": 0.0015674469759687781, "learning_rate": 9.168443496801706e-06, "loss": 0.0001, "step": 1915 }, { "epoch": 4.093816631130064, "grad_norm": 0.0015955445123836398, "learning_rate": 9.06183368869936e-06, "loss": 0.0001, "step": 1920 }, { "epoch": 4.104477611940299, "grad_norm": 0.0005198908620513976, "learning_rate": 8.955223880597016e-06, "loss": 0.0001, "step": 1925 }, { "epoch": 4.115138592750533, "grad_norm": 0.0006500064628198743, "learning_rate": 8.84861407249467e-06, "loss": 0.0001, "step": 1930 }, { "epoch": 4.1257995735607675, "grad_norm": 0.01806180737912655, "learning_rate": 8.742004264392323e-06, "loss": 0.0001, "step": 1935 }, { "epoch": 4.136460554371002, "grad_norm": 0.004434024915099144, "learning_rate": 8.635394456289978e-06, "loss": 0.0001, "step": 1940 }, { "epoch": 4.1471215351812365, "grad_norm": 0.0009599188924767077, "learning_rate": 8.528784648187633e-06, "loss": 0.0001, "step": 1945 }, { "epoch": 4.157782515991471, "grad_norm": 0.0004996213829144835, "learning_rate": 8.422174840085288e-06, "loss": 0.0001, "step": 1950 }, { "epoch": 4.1684434968017055, "grad_norm": 0.0008770860731601715, "learning_rate": 8.315565031982942e-06, "loss": 0.0001, "step": 1955 }, { "epoch": 4.17910447761194, "grad_norm": 0.0005104989977553487, "learning_rate": 8.208955223880597e-06, "loss": 0.0001, "step": 1960 }, { "epoch": 4.189765458422174, "grad_norm": 0.00043773301877081394, "learning_rate": 8.102345415778252e-06, "loss": 0.0, "step": 1965 }, { "epoch": 4.20042643923241, "grad_norm": 0.00038476119516417384, "learning_rate": 7.995735607675907e-06, "loss": 0.0001, "step": 1970 }, { "epoch": 4.211087420042644, "grad_norm": 0.023430561646819115, "learning_rate": 7.889125799573561e-06, "loss": 0.0001, "step": 1975 }, { "epoch": 4.221748400852879, "grad_norm": 0.00048294186126440763, "learning_rate": 7.782515991471216e-06, "loss": 0.0001, "step": 1980 }, { "epoch": 4.232409381663113, "grad_norm": 0.0015317806974053383, "learning_rate": 7.67590618336887e-06, "loss": 0.0001, "step": 1985 }, { "epoch": 4.243070362473348, "grad_norm": 0.0007306035258807242, "learning_rate": 7.5692963752665255e-06, "loss": 0.0001, "step": 1990 }, { "epoch": 4.253731343283582, "grad_norm": 0.0006193820736370981, "learning_rate": 7.4626865671641785e-06, "loss": 0.0001, "step": 1995 }, { "epoch": 4.264392324093817, "grad_norm": 0.001915331231430173, "learning_rate": 7.356076759061833e-06, "loss": 0.0001, "step": 2000 }, { "epoch": 4.275053304904051, "grad_norm": 0.0028169583529233932, "learning_rate": 7.249466950959488e-06, "loss": 0.0001, "step": 2005 }, { "epoch": 4.285714285714286, "grad_norm": 0.00524992635473609, "learning_rate": 7.142857142857143e-06, "loss": 0.0001, "step": 2010 }, { "epoch": 4.29637526652452, "grad_norm": 0.00454280711710453, "learning_rate": 7.0362473347547975e-06, "loss": 0.0001, "step": 2015 }, { "epoch": 4.3070362473347545, "grad_norm": 0.000466930097900331, "learning_rate": 6.929637526652452e-06, "loss": 0.0001, "step": 2020 }, { "epoch": 4.317697228144989, "grad_norm": 0.18847821652889252, "learning_rate": 6.823027718550107e-06, "loss": 0.001, "step": 2025 }, { "epoch": 4.3283582089552235, "grad_norm": 0.0003990318800788373, "learning_rate": 6.716417910447762e-06, "loss": 0.0, "step": 2030 }, { "epoch": 4.339019189765459, "grad_norm": 0.009269189089536667, "learning_rate": 6.609808102345416e-06, "loss": 0.0001, "step": 2035 }, { "epoch": 4.349680170575693, "grad_norm": 0.0008212586981244385, "learning_rate": 6.503198294243071e-06, "loss": 0.0001, "step": 2040 }, { "epoch": 4.360341151385928, "grad_norm": 0.0005204948829486966, "learning_rate": 6.396588486140726e-06, "loss": 0.0001, "step": 2045 }, { "epoch": 4.371002132196162, "grad_norm": 0.00046012879465706646, "learning_rate": 6.28997867803838e-06, "loss": 0.0, "step": 2050 }, { "epoch": 4.381663113006397, "grad_norm": 0.0005494586657732725, "learning_rate": 6.1833688699360345e-06, "loss": 0.0, "step": 2055 }, { "epoch": 4.392324093816631, "grad_norm": 0.0007372510735876858, "learning_rate": 6.076759061833688e-06, "loss": 0.0, "step": 2060 }, { "epoch": 4.402985074626866, "grad_norm": 0.0009128697565756738, "learning_rate": 5.970149253731343e-06, "loss": 0.0001, "step": 2065 }, { "epoch": 4.4136460554371, "grad_norm": 0.0007230183109641075, "learning_rate": 5.863539445628998e-06, "loss": 0.0001, "step": 2070 }, { "epoch": 4.424307036247335, "grad_norm": 0.001352477353066206, "learning_rate": 5.756929637526653e-06, "loss": 0.0001, "step": 2075 }, { "epoch": 4.434968017057569, "grad_norm": 0.000400946126319468, "learning_rate": 5.650319829424307e-06, "loss": 0.0, "step": 2080 }, { "epoch": 4.445628997867804, "grad_norm": 0.003582812612876296, "learning_rate": 5.543710021321962e-06, "loss": 0.0001, "step": 2085 }, { "epoch": 4.456289978678038, "grad_norm": 0.0007582177640870214, "learning_rate": 5.437100213219617e-06, "loss": 0.0001, "step": 2090 }, { "epoch": 4.466950959488273, "grad_norm": 0.0006859108107164502, "learning_rate": 5.330490405117271e-06, "loss": 0.0001, "step": 2095 }, { "epoch": 4.477611940298507, "grad_norm": 0.00044654577504843473, "learning_rate": 5.2238805970149255e-06, "loss": 0.0001, "step": 2100 }, { "epoch": 4.4882729211087415, "grad_norm": 0.0007140070665627718, "learning_rate": 5.11727078891258e-06, "loss": 0.0001, "step": 2105 }, { "epoch": 4.498933901918977, "grad_norm": 0.0004241761635057628, "learning_rate": 5.010660980810235e-06, "loss": 0.0, "step": 2110 }, { "epoch": 4.509594882729211, "grad_norm": 0.0005627896753139794, "learning_rate": 4.90405117270789e-06, "loss": 0.0, "step": 2115 }, { "epoch": 4.520255863539446, "grad_norm": 0.0005950676859356463, "learning_rate": 4.797441364605544e-06, "loss": 0.0001, "step": 2120 }, { "epoch": 4.53091684434968, "grad_norm": 0.0014802158111706376, "learning_rate": 4.690831556503199e-06, "loss": 0.0001, "step": 2125 }, { "epoch": 4.541577825159915, "grad_norm": 0.001410114113241434, "learning_rate": 4.584221748400853e-06, "loss": 0.0001, "step": 2130 }, { "epoch": 4.552238805970149, "grad_norm": 0.0006104848580434918, "learning_rate": 4.477611940298508e-06, "loss": 0.0001, "step": 2135 }, { "epoch": 4.562899786780384, "grad_norm": 0.00041335076093673706, "learning_rate": 4.371002132196162e-06, "loss": 0.0001, "step": 2140 }, { "epoch": 4.573560767590618, "grad_norm": 0.0010959588689729571, "learning_rate": 4.264392324093816e-06, "loss": 0.0001, "step": 2145 }, { "epoch": 4.584221748400853, "grad_norm": 0.0004437138559296727, "learning_rate": 4.157782515991471e-06, "loss": 0.0, "step": 2150 }, { "epoch": 4.594882729211087, "grad_norm": 0.0006708800792694092, "learning_rate": 4.051172707889126e-06, "loss": 0.0, "step": 2155 }, { "epoch": 4.605543710021322, "grad_norm": 0.0019771638326346874, "learning_rate": 3.944562899786781e-06, "loss": 0.0001, "step": 2160 }, { "epoch": 4.616204690831556, "grad_norm": 0.00046450068475678563, "learning_rate": 3.837953091684435e-06, "loss": 0.0, "step": 2165 }, { "epoch": 4.6268656716417915, "grad_norm": 0.003939396236091852, "learning_rate": 3.7313432835820893e-06, "loss": 0.0, "step": 2170 }, { "epoch": 4.637526652452026, "grad_norm": 0.003692534053698182, "learning_rate": 3.624733475479744e-06, "loss": 0.0001, "step": 2175 }, { "epoch": 4.6481876332622605, "grad_norm": 0.001608129357919097, "learning_rate": 3.5181236673773987e-06, "loss": 0.0, "step": 2180 }, { "epoch": 4.658848614072495, "grad_norm": 0.0026127141900360584, "learning_rate": 3.4115138592750535e-06, "loss": 0.0001, "step": 2185 }, { "epoch": 4.669509594882729, "grad_norm": 0.0008662310428917408, "learning_rate": 3.304904051172708e-06, "loss": 0.0, "step": 2190 }, { "epoch": 4.680170575692964, "grad_norm": 0.0004079797654412687, "learning_rate": 3.198294243070363e-06, "loss": 0.0001, "step": 2195 }, { "epoch": 4.690831556503198, "grad_norm": 0.0014223584439605474, "learning_rate": 3.0916844349680173e-06, "loss": 0.0001, "step": 2200 }, { "epoch": 4.701492537313433, "grad_norm": 0.001200292375870049, "learning_rate": 2.9850746268656716e-06, "loss": 0.0001, "step": 2205 }, { "epoch": 4.712153518123667, "grad_norm": 0.0006543201743625104, "learning_rate": 2.8784648187633263e-06, "loss": 0.0, "step": 2210 }, { "epoch": 4.722814498933902, "grad_norm": 0.3227696120738983, "learning_rate": 2.771855010660981e-06, "loss": 0.0057, "step": 2215 }, { "epoch": 4.733475479744136, "grad_norm": 0.0005573455709964037, "learning_rate": 2.6652452025586354e-06, "loss": 0.0001, "step": 2220 }, { "epoch": 4.744136460554371, "grad_norm": 0.0008872459293343127, "learning_rate": 2.55863539445629e-06, "loss": 0.0, "step": 2225 }, { "epoch": 4.754797441364605, "grad_norm": 0.006936908699572086, "learning_rate": 2.452025586353945e-06, "loss": 0.0001, "step": 2230 }, { "epoch": 4.76545842217484, "grad_norm": 0.0006477853166870773, "learning_rate": 2.3454157782515996e-06, "loss": 0.0001, "step": 2235 }, { "epoch": 4.776119402985074, "grad_norm": 0.004170337691903114, "learning_rate": 2.238805970149254e-06, "loss": 0.0001, "step": 2240 }, { "epoch": 4.786780383795309, "grad_norm": 0.0004751793167088181, "learning_rate": 2.132196162046908e-06, "loss": 0.0001, "step": 2245 }, { "epoch": 4.797441364605544, "grad_norm": 0.00041296033305116, "learning_rate": 2.025586353944563e-06, "loss": 0.0001, "step": 2250 }, { "epoch": 4.8081023454157785, "grad_norm": 0.0022082251962274313, "learning_rate": 1.9189765458422177e-06, "loss": 0.0001, "step": 2255 }, { "epoch": 4.818763326226013, "grad_norm": 0.0007396464352495968, "learning_rate": 1.812366737739872e-06, "loss": 0.0001, "step": 2260 }, { "epoch": 4.8294243070362475, "grad_norm": 0.0009258220670744777, "learning_rate": 1.7057569296375267e-06, "loss": 0.0001, "step": 2265 }, { "epoch": 4.840085287846482, "grad_norm": 0.001538619282655418, "learning_rate": 1.5991471215351815e-06, "loss": 0.0, "step": 2270 }, { "epoch": 4.850746268656716, "grad_norm": 0.0015768733574077487, "learning_rate": 1.4925373134328358e-06, "loss": 0.0, "step": 2275 }, { "epoch": 4.861407249466951, "grad_norm": 0.0008061281987465918, "learning_rate": 1.3859275053304905e-06, "loss": 0.0001, "step": 2280 }, { "epoch": 4.872068230277185, "grad_norm": 0.010045230388641357, "learning_rate": 1.279317697228145e-06, "loss": 0.0001, "step": 2285 }, { "epoch": 4.88272921108742, "grad_norm": 0.002255336381494999, "learning_rate": 1.1727078891257998e-06, "loss": 0.0001, "step": 2290 }, { "epoch": 4.893390191897654, "grad_norm": 0.0019368295324966311, "learning_rate": 1.066098081023454e-06, "loss": 0.0001, "step": 2295 }, { "epoch": 4.904051172707889, "grad_norm": 0.00044618244282901287, "learning_rate": 9.594882729211088e-07, "loss": 0.0001, "step": 2300 }, { "epoch": 4.914712153518123, "grad_norm": 0.0007794931880198419, "learning_rate": 8.528784648187634e-07, "loss": 0.0, "step": 2305 }, { "epoch": 4.925373134328359, "grad_norm": 0.0007738995482213795, "learning_rate": 7.462686567164179e-07, "loss": 0.0001, "step": 2310 }, { "epoch": 4.936034115138593, "grad_norm": 0.0018532798858359456, "learning_rate": 6.396588486140725e-07, "loss": 0.0001, "step": 2315 }, { "epoch": 4.946695095948828, "grad_norm": 0.0026583250146359205, "learning_rate": 5.33049040511727e-07, "loss": 0.0001, "step": 2320 }, { "epoch": 4.957356076759062, "grad_norm": 0.0007867804961279035, "learning_rate": 4.264392324093817e-07, "loss": 0.0001, "step": 2325 }, { "epoch": 4.968017057569297, "grad_norm": 0.0018914755200967193, "learning_rate": 3.1982942430703626e-07, "loss": 0.0001, "step": 2330 }, { "epoch": 4.978678038379531, "grad_norm": 0.011659308336675167, "learning_rate": 2.1321961620469084e-07, "loss": 0.0001, "step": 2335 }, { "epoch": 4.9893390191897655, "grad_norm": 0.0004196056688670069, "learning_rate": 1.0660980810234542e-07, "loss": 0.0001, "step": 2340 }, { "epoch": 5.0, "grad_norm": 0.0008831822779029608, "learning_rate": 0.0, "loss": 0.0, "step": 2345 }, { "epoch": 5.0, "eval_accuracy": 0.9544, "eval_loss": 0.25770530104637146, "eval_runtime": 18.0906, "eval_samples_per_second": 207.29, "eval_steps_per_second": 6.523, "step": 2345 }, { "epoch": 5.0, "step": 2345, "total_flos": 5.8118992210944e+18, "train_loss": 0.029037296106406638, "train_runtime": 835.0958, "train_samples_per_second": 89.81, "train_steps_per_second": 2.808 } ], "logging_steps": 5, "max_steps": 2345, "num_input_tokens_seen": 0, "num_train_epochs": 5, "save_steps": 500, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": true }, "attributes": {} } }, "total_flos": 5.8118992210944e+18, "train_batch_size": 32, "trial_name": null, "trial_params": null }