{ "best_metric": 0.0674344003200531, "best_model_checkpoint": "vit_epochs5_batch32_lr5e-05_size224_tiles3_seed2_q1\\checkpoint-938", "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": 0.0006795765948481858, "learning_rate": 4.989339019189766e-05, "loss": 0.0001, "step": 5 }, { "epoch": 0.021321961620469083, "grad_norm": 0.033320751041173935, "learning_rate": 4.978678038379531e-05, "loss": 0.004, "step": 10 }, { "epoch": 0.031982942430703626, "grad_norm": 0.000766553683206439, "learning_rate": 4.9680170575692967e-05, "loss": 0.0615, "step": 15 }, { "epoch": 0.042643923240938165, "grad_norm": 0.0005448069423437119, "learning_rate": 4.957356076759062e-05, "loss": 0.0386, "step": 20 }, { "epoch": 0.053304904051172705, "grad_norm": 0.0007984304102137685, "learning_rate": 4.9466950959488276e-05, "loss": 0.0001, "step": 25 }, { "epoch": 0.06396588486140725, "grad_norm": 0.16874636709690094, "learning_rate": 4.936034115138593e-05, "loss": 0.1042, "step": 30 }, { "epoch": 0.07462686567164178, "grad_norm": 0.11518114060163498, "learning_rate": 4.9253731343283586e-05, "loss": 0.0005, "step": 35 }, { "epoch": 0.08528784648187633, "grad_norm": 11.474249839782715, "learning_rate": 4.914712153518124e-05, "loss": 0.1502, "step": 40 }, { "epoch": 0.09594882729211088, "grad_norm": 0.008495467714965343, "learning_rate": 4.904051172707889e-05, "loss": 0.0588, "step": 45 }, { "epoch": 0.10660980810234541, "grad_norm": 0.004540600348263979, "learning_rate": 4.893390191897655e-05, "loss": 0.0432, "step": 50 }, { "epoch": 0.11727078891257996, "grad_norm": 0.002281501656398177, "learning_rate": 4.88272921108742e-05, "loss": 0.0084, "step": 55 }, { "epoch": 0.1279317697228145, "grad_norm": 0.0033246218226850033, "learning_rate": 4.872068230277186e-05, "loss": 0.037, "step": 60 }, { "epoch": 0.13859275053304904, "grad_norm": 0.08207828551530838, "learning_rate": 4.861407249466951e-05, "loss": 0.0625, "step": 65 }, { "epoch": 0.14925373134328357, "grad_norm": 0.11892510950565338, "learning_rate": 4.850746268656717e-05, "loss": 0.1193, "step": 70 }, { "epoch": 0.15991471215351813, "grad_norm": 0.0012218736810609698, "learning_rate": 4.840085287846482e-05, "loss": 0.0052, "step": 75 }, { "epoch": 0.17057569296375266, "grad_norm": 0.1468970626592636, "learning_rate": 4.829424307036248e-05, "loss": 0.03, "step": 80 }, { "epoch": 0.1812366737739872, "grad_norm": 0.012243703007698059, "learning_rate": 4.8187633262260126e-05, "loss": 0.0653, "step": 85 }, { "epoch": 0.19189765458422176, "grad_norm": 0.0842977911233902, "learning_rate": 4.808102345415779e-05, "loss": 0.0015, "step": 90 }, { "epoch": 0.2025586353944563, "grad_norm": 3.0943398475646973, "learning_rate": 4.7974413646055436e-05, "loss": 0.0524, "step": 95 }, { "epoch": 0.21321961620469082, "grad_norm": 0.024415045976638794, "learning_rate": 4.78678038379531e-05, "loss": 0.0534, "step": 100 }, { "epoch": 0.22388059701492538, "grad_norm": 5.007543087005615, "learning_rate": 4.7761194029850745e-05, "loss": 0.0646, "step": 105 }, { "epoch": 0.2345415778251599, "grad_norm": 0.06779588758945465, "learning_rate": 4.765458422174841e-05, "loss": 0.0105, "step": 110 }, { "epoch": 0.24520255863539445, "grad_norm": 7.045693874359131, "learning_rate": 4.7547974413646055e-05, "loss": 0.0322, "step": 115 }, { "epoch": 0.255863539445629, "grad_norm": 2.454145669937134, "learning_rate": 4.7441364605543716e-05, "loss": 0.0523, "step": 120 }, { "epoch": 0.26652452025586354, "grad_norm": 0.5231679677963257, "learning_rate": 4.7334754797441364e-05, "loss": 0.0009, "step": 125 }, { "epoch": 0.2771855010660981, "grad_norm": 8.822182655334473, "learning_rate": 4.7228144989339026e-05, "loss": 0.034, "step": 130 }, { "epoch": 0.2878464818763326, "grad_norm": 0.005040276795625687, "learning_rate": 4.7121535181236674e-05, "loss": 0.0027, "step": 135 }, { "epoch": 0.29850746268656714, "grad_norm": 0.039553187787532806, "learning_rate": 4.7014925373134335e-05, "loss": 0.0122, "step": 140 }, { "epoch": 0.3091684434968017, "grad_norm": 0.012081810273230076, "learning_rate": 4.690831556503198e-05, "loss": 0.0218, "step": 145 }, { "epoch": 0.31982942430703626, "grad_norm": 0.027628177776932716, "learning_rate": 4.6801705756929645e-05, "loss": 0.0106, "step": 150 }, { "epoch": 0.3304904051172708, "grad_norm": 5.2367730140686035, "learning_rate": 4.669509594882729e-05, "loss": 0.0097, "step": 155 }, { "epoch": 0.3411513859275053, "grad_norm": 0.05809636786580086, "learning_rate": 4.658848614072495e-05, "loss": 0.0058, "step": 160 }, { "epoch": 0.35181236673773986, "grad_norm": 0.06424305588006973, "learning_rate": 4.64818763326226e-05, "loss": 0.0166, "step": 165 }, { "epoch": 0.3624733475479744, "grad_norm": 4.855387210845947, "learning_rate": 4.637526652452026e-05, "loss": 0.0255, "step": 170 }, { "epoch": 0.373134328358209, "grad_norm": 0.026157217100262642, "learning_rate": 4.626865671641791e-05, "loss": 0.048, "step": 175 }, { "epoch": 0.3837953091684435, "grad_norm": 0.07730357348918915, "learning_rate": 4.6162046908315566e-05, "loss": 0.0083, "step": 180 }, { "epoch": 0.39445628997867804, "grad_norm": 8.754033088684082, "learning_rate": 4.605543710021322e-05, "loss": 0.0321, "step": 185 }, { "epoch": 0.4051172707889126, "grad_norm": 2.9043686389923096, "learning_rate": 4.5948827292110876e-05, "loss": 0.0082, "step": 190 }, { "epoch": 0.4157782515991471, "grad_norm": 0.06537162512540817, "learning_rate": 4.584221748400853e-05, "loss": 0.0159, "step": 195 }, { "epoch": 0.42643923240938164, "grad_norm": 0.04036826640367508, "learning_rate": 4.5735607675906185e-05, "loss": 0.059, "step": 200 }, { "epoch": 0.43710021321961623, "grad_norm": 0.027082819491624832, "learning_rate": 4.562899786780384e-05, "loss": 0.0524, "step": 205 }, { "epoch": 0.44776119402985076, "grad_norm": 0.015805276110768318, "learning_rate": 4.5522388059701495e-05, "loss": 0.0096, "step": 210 }, { "epoch": 0.4584221748400853, "grad_norm": 0.15602941811084747, "learning_rate": 4.541577825159915e-05, "loss": 0.0275, "step": 215 }, { "epoch": 0.4690831556503198, "grad_norm": 0.008591237477958202, "learning_rate": 4.5309168443496804e-05, "loss": 0.0033, "step": 220 }, { "epoch": 0.47974413646055436, "grad_norm": 0.0122255003079772, "learning_rate": 4.520255863539446e-05, "loss": 0.0085, "step": 225 }, { "epoch": 0.4904051172707889, "grad_norm": 1.3337398767471313, "learning_rate": 4.5095948827292114e-05, "loss": 0.0018, "step": 230 }, { "epoch": 0.5010660980810234, "grad_norm": 0.003788406029343605, "learning_rate": 4.498933901918977e-05, "loss": 0.001, "step": 235 }, { "epoch": 0.511727078891258, "grad_norm": 0.000930965761654079, "learning_rate": 4.488272921108742e-05, "loss": 0.0194, "step": 240 }, { "epoch": 0.5223880597014925, "grad_norm": 4.554620265960693, "learning_rate": 4.477611940298508e-05, "loss": 0.0102, "step": 245 }, { "epoch": 0.5330490405117271, "grad_norm": 2.864015817642212, "learning_rate": 4.466950959488273e-05, "loss": 0.003, "step": 250 }, { "epoch": 0.5437100213219617, "grad_norm": 0.06041087210178375, "learning_rate": 4.456289978678039e-05, "loss": 0.0026, "step": 255 }, { "epoch": 0.5543710021321961, "grad_norm": 1.9845999479293823, "learning_rate": 4.445628997867804e-05, "loss": 0.0033, "step": 260 }, { "epoch": 0.5650319829424307, "grad_norm": 0.0010889435652643442, "learning_rate": 4.43496801705757e-05, "loss": 0.061, "step": 265 }, { "epoch": 0.5756929637526652, "grad_norm": 0.004093929193913937, "learning_rate": 4.424307036247335e-05, "loss": 0.0029, "step": 270 }, { "epoch": 0.5863539445628998, "grad_norm": 0.0036899258848279715, "learning_rate": 4.4136460554371006e-05, "loss": 0.0023, "step": 275 }, { "epoch": 0.5970149253731343, "grad_norm": 0.026839671656489372, "learning_rate": 4.402985074626866e-05, "loss": 0.0421, "step": 280 }, { "epoch": 0.6076759061833689, "grad_norm": 12.011551856994629, "learning_rate": 4.3923240938166316e-05, "loss": 0.0378, "step": 285 }, { "epoch": 0.6183368869936035, "grad_norm": 6.7662672996521, "learning_rate": 4.381663113006397e-05, "loss": 0.0352, "step": 290 }, { "epoch": 0.6289978678038379, "grad_norm": 0.022011907771229744, "learning_rate": 4.3710021321961625e-05, "loss": 0.0014, "step": 295 }, { "epoch": 0.6396588486140725, "grad_norm": 0.001282794401049614, "learning_rate": 4.360341151385928e-05, "loss": 0.019, "step": 300 }, { "epoch": 0.650319829424307, "grad_norm": 4.683468341827393, "learning_rate": 4.3496801705756935e-05, "loss": 0.0296, "step": 305 }, { "epoch": 0.6609808102345416, "grad_norm": 10.695847511291504, "learning_rate": 4.339019189765459e-05, "loss": 0.0105, "step": 310 }, { "epoch": 0.6716417910447762, "grad_norm": 0.13663430511951447, "learning_rate": 4.328358208955224e-05, "loss": 0.035, "step": 315 }, { "epoch": 0.6823027718550106, "grad_norm": 0.005693490616977215, "learning_rate": 4.31769722814499e-05, "loss": 0.0026, "step": 320 }, { "epoch": 0.6929637526652452, "grad_norm": 0.02373817376792431, "learning_rate": 4.307036247334755e-05, "loss": 0.0399, "step": 325 }, { "epoch": 0.7036247334754797, "grad_norm": 0.014919811859726906, "learning_rate": 4.29637526652452e-05, "loss": 0.0003, "step": 330 }, { "epoch": 0.7142857142857143, "grad_norm": 0.0071532707661390305, "learning_rate": 4.2857142857142856e-05, "loss": 0.0332, "step": 335 }, { "epoch": 0.7249466950959488, "grad_norm": 0.0011487299343571067, "learning_rate": 4.275053304904051e-05, "loss": 0.0008, "step": 340 }, { "epoch": 0.7356076759061834, "grad_norm": 0.014571305364370346, "learning_rate": 4.2643923240938166e-05, "loss": 0.0895, "step": 345 }, { "epoch": 0.746268656716418, "grad_norm": 0.0601603128015995, "learning_rate": 4.253731343283582e-05, "loss": 0.0261, "step": 350 }, { "epoch": 0.7569296375266524, "grad_norm": 6.431321144104004, "learning_rate": 4.2430703624733475e-05, "loss": 0.031, "step": 355 }, { "epoch": 0.767590618336887, "grad_norm": 5.209588527679443, "learning_rate": 4.232409381663113e-05, "loss": 0.0583, "step": 360 }, { "epoch": 0.7782515991471215, "grad_norm": 0.7444623708724976, "learning_rate": 4.2217484008528785e-05, "loss": 0.0029, "step": 365 }, { "epoch": 0.7889125799573561, "grad_norm": 7.498096942901611, "learning_rate": 4.211087420042644e-05, "loss": 0.0345, "step": 370 }, { "epoch": 0.7995735607675906, "grad_norm": 0.07170288264751434, "learning_rate": 4.2004264392324094e-05, "loss": 0.0389, "step": 375 }, { "epoch": 0.8102345415778252, "grad_norm": 1.146547794342041, "learning_rate": 4.189765458422175e-05, "loss": 0.0028, "step": 380 }, { "epoch": 0.8208955223880597, "grad_norm": 0.09922794997692108, "learning_rate": 4.1791044776119404e-05, "loss": 0.0194, "step": 385 }, { "epoch": 0.8315565031982942, "grad_norm": 0.005607710685580969, "learning_rate": 4.168443496801706e-05, "loss": 0.0004, "step": 390 }, { "epoch": 0.8422174840085288, "grad_norm": 0.021900860592722893, "learning_rate": 4.157782515991471e-05, "loss": 0.0003, "step": 395 }, { "epoch": 0.8528784648187633, "grad_norm": 0.07700823992490768, "learning_rate": 4.147121535181237e-05, "loss": 0.0073, "step": 400 }, { "epoch": 0.8635394456289979, "grad_norm": 0.01521692331880331, "learning_rate": 4.136460554371002e-05, "loss": 0.0423, "step": 405 }, { "epoch": 0.8742004264392325, "grad_norm": 6.568525791168213, "learning_rate": 4.125799573560768e-05, "loss": 0.0127, "step": 410 }, { "epoch": 0.8848614072494669, "grad_norm": 0.06061051785945892, "learning_rate": 4.115138592750533e-05, "loss": 0.0118, "step": 415 }, { "epoch": 0.8955223880597015, "grad_norm": 0.020172471180558205, "learning_rate": 4.104477611940299e-05, "loss": 0.0075, "step": 420 }, { "epoch": 0.906183368869936, "grad_norm": 0.5764647126197815, "learning_rate": 4.093816631130064e-05, "loss": 0.0219, "step": 425 }, { "epoch": 0.9168443496801706, "grad_norm": 7.498926639556885, "learning_rate": 4.0831556503198296e-05, "loss": 0.0229, "step": 430 }, { "epoch": 0.9275053304904051, "grad_norm": 10.4913911819458, "learning_rate": 4.072494669509595e-05, "loss": 0.0171, "step": 435 }, { "epoch": 0.9381663113006397, "grad_norm": 0.0012095487909391522, "learning_rate": 4.0618336886993606e-05, "loss": 0.0249, "step": 440 }, { "epoch": 0.9488272921108742, "grad_norm": 5.240355968475342, "learning_rate": 4.051172707889126e-05, "loss": 0.0472, "step": 445 }, { "epoch": 0.9594882729211087, "grad_norm": 0.6652566194534302, "learning_rate": 4.0405117270788915e-05, "loss": 0.0059, "step": 450 }, { "epoch": 0.9701492537313433, "grad_norm": 0.07984001934528351, "learning_rate": 4.029850746268657e-05, "loss": 0.079, "step": 455 }, { "epoch": 0.9808102345415778, "grad_norm": 0.663857638835907, "learning_rate": 4.0191897654584225e-05, "loss": 0.0032, "step": 460 }, { "epoch": 0.9914712153518124, "grad_norm": 5.633777141571045, "learning_rate": 4.008528784648188e-05, "loss": 0.0313, "step": 465 }, { "epoch": 1.0, "eval_accuracy": 0.9677333333333333, "eval_loss": 0.13228406012058258, "eval_runtime": 19.3194, "eval_samples_per_second": 194.106, "eval_steps_per_second": 6.108, "step": 469 }, { "epoch": 1.0021321961620469, "grad_norm": 0.013721668161451817, "learning_rate": 3.997867803837953e-05, "loss": 0.0003, "step": 470 }, { "epoch": 1.0127931769722816, "grad_norm": 0.08687976002693176, "learning_rate": 3.987206823027719e-05, "loss": 0.0818, "step": 475 }, { "epoch": 1.023454157782516, "grad_norm": 0.00913473404943943, "learning_rate": 3.976545842217484e-05, "loss": 0.0022, "step": 480 }, { "epoch": 1.0341151385927505, "grad_norm": 0.009885188192129135, "learning_rate": 3.96588486140725e-05, "loss": 0.0234, "step": 485 }, { "epoch": 1.044776119402985, "grad_norm": 0.06155068427324295, "learning_rate": 3.9552238805970146e-05, "loss": 0.0261, "step": 490 }, { "epoch": 1.0554371002132197, "grad_norm": 0.056455448269844055, "learning_rate": 3.944562899786781e-05, "loss": 0.0006, "step": 495 }, { "epoch": 1.0660980810234542, "grad_norm": 0.05553422123193741, "learning_rate": 3.9339019189765456e-05, "loss": 0.008, "step": 500 }, { "epoch": 1.0767590618336886, "grad_norm": 0.4497441053390503, "learning_rate": 3.923240938166312e-05, "loss": 0.0102, "step": 505 }, { "epoch": 1.0874200426439233, "grad_norm": 0.732024073600769, "learning_rate": 3.9125799573560765e-05, "loss": 0.0178, "step": 510 }, { "epoch": 1.0980810234541578, "grad_norm": 0.014132880605757236, "learning_rate": 3.901918976545843e-05, "loss": 0.0009, "step": 515 }, { "epoch": 1.1087420042643923, "grad_norm": 4.683193206787109, "learning_rate": 3.8912579957356075e-05, "loss": 0.0502, "step": 520 }, { "epoch": 1.1194029850746268, "grad_norm": 3.077437400817871, "learning_rate": 3.8805970149253736e-05, "loss": 0.0077, "step": 525 }, { "epoch": 1.1300639658848615, "grad_norm": 0.00528313172981143, "learning_rate": 3.8699360341151384e-05, "loss": 0.0005, "step": 530 }, { "epoch": 1.140724946695096, "grad_norm": 0.0013193553313612938, "learning_rate": 3.8592750533049046e-05, "loss": 0.0018, "step": 535 }, { "epoch": 1.1513859275053304, "grad_norm": 0.2376687377691269, "learning_rate": 3.8486140724946694e-05, "loss": 0.0116, "step": 540 }, { "epoch": 1.1620469083155651, "grad_norm": 0.10052619874477386, "learning_rate": 3.8379530916844355e-05, "loss": 0.0028, "step": 545 }, { "epoch": 1.1727078891257996, "grad_norm": 0.26284682750701904, "learning_rate": 3.8272921108742e-05, "loss": 0.0006, "step": 550 }, { "epoch": 1.183368869936034, "grad_norm": 0.02431347966194153, "learning_rate": 3.8166311300639665e-05, "loss": 0.0249, "step": 555 }, { "epoch": 1.1940298507462686, "grad_norm": 0.0023866393603384495, "learning_rate": 3.805970149253731e-05, "loss": 0.0012, "step": 560 }, { "epoch": 1.2046908315565032, "grad_norm": 0.13350757956504822, "learning_rate": 3.7953091684434974e-05, "loss": 0.0004, "step": 565 }, { "epoch": 1.2153518123667377, "grad_norm": 0.019523844122886658, "learning_rate": 3.784648187633262e-05, "loss": 0.0239, "step": 570 }, { "epoch": 1.2260127931769722, "grad_norm": 0.01235552504658699, "learning_rate": 3.7739872068230284e-05, "loss": 0.0002, "step": 575 }, { "epoch": 1.236673773987207, "grad_norm": 0.0023840598296374083, "learning_rate": 3.763326226012793e-05, "loss": 0.0008, "step": 580 }, { "epoch": 1.2473347547974414, "grad_norm": 0.0013910398120060563, "learning_rate": 3.752665245202559e-05, "loss": 0.0193, "step": 585 }, { "epoch": 1.2579957356076759, "grad_norm": 9.990412712097168, "learning_rate": 3.742004264392324e-05, "loss": 0.02, "step": 590 }, { "epoch": 1.2686567164179103, "grad_norm": 0.0029898432549089193, "learning_rate": 3.73134328358209e-05, "loss": 0.0002, "step": 595 }, { "epoch": 1.279317697228145, "grad_norm": 0.2529250681400299, "learning_rate": 3.720682302771855e-05, "loss": 0.0006, "step": 600 }, { "epoch": 1.2899786780383795, "grad_norm": 0.013855819590389729, "learning_rate": 3.710021321961621e-05, "loss": 0.0797, "step": 605 }, { "epoch": 1.3006396588486142, "grad_norm": 0.007581832818686962, "learning_rate": 3.699360341151386e-05, "loss": 0.0006, "step": 610 }, { "epoch": 1.3113006396588487, "grad_norm": 0.004144581966102123, "learning_rate": 3.6886993603411515e-05, "loss": 0.0185, "step": 615 }, { "epoch": 1.3219616204690832, "grad_norm": 0.06328574568033218, "learning_rate": 3.678038379530917e-05, "loss": 0.0039, "step": 620 }, { "epoch": 1.3326226012793176, "grad_norm": 0.006867085583508015, "learning_rate": 3.6673773987206824e-05, "loss": 0.0157, "step": 625 }, { "epoch": 1.3432835820895521, "grad_norm": 0.12213237583637238, "learning_rate": 3.656716417910448e-05, "loss": 0.0146, "step": 630 }, { "epoch": 1.3539445628997868, "grad_norm": 0.003445479553192854, "learning_rate": 3.6460554371002134e-05, "loss": 0.0004, "step": 635 }, { "epoch": 1.3646055437100213, "grad_norm": 0.38919782638549805, "learning_rate": 3.635394456289979e-05, "loss": 0.0006, "step": 640 }, { "epoch": 1.375266524520256, "grad_norm": 0.03867489472031593, "learning_rate": 3.624733475479744e-05, "loss": 0.0005, "step": 645 }, { "epoch": 1.3859275053304905, "grad_norm": 0.03301212564110756, "learning_rate": 3.61407249466951e-05, "loss": 0.0144, "step": 650 }, { "epoch": 1.396588486140725, "grad_norm": 0.052313562482595444, "learning_rate": 3.603411513859275e-05, "loss": 0.0103, "step": 655 }, { "epoch": 1.4072494669509594, "grad_norm": 0.0026548050809651613, "learning_rate": 3.592750533049041e-05, "loss": 0.0002, "step": 660 }, { "epoch": 1.417910447761194, "grad_norm": 0.0033664603251963854, "learning_rate": 3.582089552238806e-05, "loss": 0.0014, "step": 665 }, { "epoch": 1.4285714285714286, "grad_norm": 0.0012432554503902793, "learning_rate": 3.571428571428572e-05, "loss": 0.0016, "step": 670 }, { "epoch": 1.439232409381663, "grad_norm": 0.006706815678626299, "learning_rate": 3.560767590618337e-05, "loss": 0.0055, "step": 675 }, { "epoch": 1.4498933901918978, "grad_norm": 0.0013867146335542202, "learning_rate": 3.5501066098081026e-05, "loss": 0.0162, "step": 680 }, { "epoch": 1.4605543710021323, "grad_norm": 0.11108365654945374, "learning_rate": 3.539445628997868e-05, "loss": 0.0008, "step": 685 }, { "epoch": 1.4712153518123667, "grad_norm": 0.004239567555487156, "learning_rate": 3.5287846481876336e-05, "loss": 0.0008, "step": 690 }, { "epoch": 1.4818763326226012, "grad_norm": 0.18230102956295013, "learning_rate": 3.518123667377399e-05, "loss": 0.037, "step": 695 }, { "epoch": 1.4925373134328357, "grad_norm": 0.00257265567779541, "learning_rate": 3.5074626865671645e-05, "loss": 0.0002, "step": 700 }, { "epoch": 1.5031982942430704, "grad_norm": 0.39943715929985046, "learning_rate": 3.496801705756929e-05, "loss": 0.0015, "step": 705 }, { "epoch": 1.5138592750533049, "grad_norm": 0.00150769273750484, "learning_rate": 3.4861407249466955e-05, "loss": 0.0192, "step": 710 }, { "epoch": 1.5245202558635396, "grad_norm": 1.9766584634780884, "learning_rate": 3.47547974413646e-05, "loss": 0.0011, "step": 715 }, { "epoch": 1.535181236673774, "grad_norm": 0.0010408677626401186, "learning_rate": 3.4648187633262264e-05, "loss": 0.0011, "step": 720 }, { "epoch": 1.5458422174840085, "grad_norm": 0.004376044496893883, "learning_rate": 3.454157782515991e-05, "loss": 0.0003, "step": 725 }, { "epoch": 1.556503198294243, "grad_norm": 0.0018475245451554656, "learning_rate": 3.4434968017057574e-05, "loss": 0.0002, "step": 730 }, { "epoch": 1.5671641791044775, "grad_norm": 0.0029380519408732653, "learning_rate": 3.432835820895522e-05, "loss": 0.0035, "step": 735 }, { "epoch": 1.5778251599147122, "grad_norm": 2.6375250816345215, "learning_rate": 3.422174840085288e-05, "loss": 0.0026, "step": 740 }, { "epoch": 1.5884861407249466, "grad_norm": 0.004325625486671925, "learning_rate": 3.411513859275053e-05, "loss": 0.0003, "step": 745 }, { "epoch": 1.5991471215351813, "grad_norm": 0.0023303639609366655, "learning_rate": 3.400852878464819e-05, "loss": 0.0055, "step": 750 }, { "epoch": 1.6098081023454158, "grad_norm": 1.8402835130691528, "learning_rate": 3.390191897654584e-05, "loss": 0.0021, "step": 755 }, { "epoch": 1.6204690831556503, "grad_norm": 0.0012046350166201591, "learning_rate": 3.37953091684435e-05, "loss": 0.0011, "step": 760 }, { "epoch": 1.6311300639658848, "grad_norm": 5.396576404571533, "learning_rate": 3.368869936034115e-05, "loss": 0.0034, "step": 765 }, { "epoch": 1.6417910447761193, "grad_norm": 0.04936912655830383, "learning_rate": 3.358208955223881e-05, "loss": 0.0002, "step": 770 }, { "epoch": 1.652452025586354, "grad_norm": 0.0051577421836555, "learning_rate": 3.347547974413646e-05, "loss": 0.0001, "step": 775 }, { "epoch": 1.6631130063965884, "grad_norm": 0.0014295639703050256, "learning_rate": 3.336886993603412e-05, "loss": 0.0002, "step": 780 }, { "epoch": 1.6737739872068231, "grad_norm": 0.5640790462493896, "learning_rate": 3.326226012793177e-05, "loss": 0.023, "step": 785 }, { "epoch": 1.6844349680170576, "grad_norm": 0.00887145847082138, "learning_rate": 3.3155650319829424e-05, "loss": 0.0012, "step": 790 }, { "epoch": 1.695095948827292, "grad_norm": 0.0013497723266482353, "learning_rate": 3.304904051172708e-05, "loss": 0.0002, "step": 795 }, { "epoch": 1.7057569296375266, "grad_norm": 0.002518807537853718, "learning_rate": 3.294243070362473e-05, "loss": 0.0877, "step": 800 }, { "epoch": 1.716417910447761, "grad_norm": 0.004357007332146168, "learning_rate": 3.283582089552239e-05, "loss": 0.0003, "step": 805 }, { "epoch": 1.7270788912579957, "grad_norm": 3.118138313293457, "learning_rate": 3.272921108742004e-05, "loss": 0.0127, "step": 810 }, { "epoch": 1.7377398720682304, "grad_norm": 0.053778454661369324, "learning_rate": 3.26226012793177e-05, "loss": 0.0425, "step": 815 }, { "epoch": 1.748400852878465, "grad_norm": 0.002283778041601181, "learning_rate": 3.251599147121535e-05, "loss": 0.0001, "step": 820 }, { "epoch": 1.7590618336886994, "grad_norm": 0.015428151935338974, "learning_rate": 3.240938166311301e-05, "loss": 0.0002, "step": 825 }, { "epoch": 1.7697228144989339, "grad_norm": 8.990501403808594, "learning_rate": 3.230277185501066e-05, "loss": 0.0231, "step": 830 }, { "epoch": 1.7803837953091683, "grad_norm": 0.0024323726538568735, "learning_rate": 3.2196162046908317e-05, "loss": 0.0112, "step": 835 }, { "epoch": 1.7910447761194028, "grad_norm": 0.0037045259959995747, "learning_rate": 3.208955223880597e-05, "loss": 0.0051, "step": 840 }, { "epoch": 1.8017057569296375, "grad_norm": 0.0010376599384471774, "learning_rate": 3.1982942430703626e-05, "loss": 0.0003, "step": 845 }, { "epoch": 1.8123667377398722, "grad_norm": 0.0070922183804214, "learning_rate": 3.187633262260128e-05, "loss": 0.0004, "step": 850 }, { "epoch": 1.8230277185501067, "grad_norm": 0.0025925850495696068, "learning_rate": 3.1769722814498935e-05, "loss": 0.0009, "step": 855 }, { "epoch": 1.8336886993603412, "grad_norm": 2.648547410964966, "learning_rate": 3.166311300639659e-05, "loss": 0.0018, "step": 860 }, { "epoch": 1.8443496801705757, "grad_norm": 0.016834093257784843, "learning_rate": 3.1556503198294245e-05, "loss": 0.0002, "step": 865 }, { "epoch": 1.8550106609808101, "grad_norm": 0.011332422494888306, "learning_rate": 3.14498933901919e-05, "loss": 0.0161, "step": 870 }, { "epoch": 1.8656716417910446, "grad_norm": 0.1573133021593094, "learning_rate": 3.1343283582089554e-05, "loss": 0.0004, "step": 875 }, { "epoch": 1.8763326226012793, "grad_norm": 0.1552518755197525, "learning_rate": 3.123667377398721e-05, "loss": 0.0004, "step": 880 }, { "epoch": 1.886993603411514, "grad_norm": 0.0013855992583557963, "learning_rate": 3.1130063965884864e-05, "loss": 0.0162, "step": 885 }, { "epoch": 1.8976545842217485, "grad_norm": 0.0017966695595532656, "learning_rate": 3.102345415778252e-05, "loss": 0.0003, "step": 890 }, { "epoch": 1.908315565031983, "grad_norm": 0.020823577418923378, "learning_rate": 3.0916844349680173e-05, "loss": 0.0011, "step": 895 }, { "epoch": 1.9189765458422174, "grad_norm": 0.00065523327793926, "learning_rate": 3.081023454157783e-05, "loss": 0.0035, "step": 900 }, { "epoch": 1.929637526652452, "grad_norm": 0.0011209301883354783, "learning_rate": 3.070362473347548e-05, "loss": 0.0002, "step": 905 }, { "epoch": 1.9402985074626866, "grad_norm": 4.04341983795166, "learning_rate": 3.059701492537314e-05, "loss": 0.0376, "step": 910 }, { "epoch": 1.950959488272921, "grad_norm": 0.08679409325122833, "learning_rate": 3.0490405117270792e-05, "loss": 0.0002, "step": 915 }, { "epoch": 1.9616204690831558, "grad_norm": 0.27108654379844666, "learning_rate": 3.0383795309168444e-05, "loss": 0.0058, "step": 920 }, { "epoch": 1.9722814498933903, "grad_norm": 0.06061015650629997, "learning_rate": 3.0277185501066102e-05, "loss": 0.0173, "step": 925 }, { "epoch": 1.9829424307036247, "grad_norm": 0.11809174716472626, "learning_rate": 3.0170575692963753e-05, "loss": 0.0002, "step": 930 }, { "epoch": 1.9936034115138592, "grad_norm": 0.116916224360466, "learning_rate": 3.006396588486141e-05, "loss": 0.0003, "step": 935 }, { "epoch": 2.0, "eval_accuracy": 0.9842666666666666, "eval_loss": 0.0674344003200531, "eval_runtime": 18.3596, "eval_samples_per_second": 204.253, "eval_steps_per_second": 6.427, "step": 938 }, { "epoch": 2.0042643923240937, "grad_norm": 0.0033779586665332317, "learning_rate": 2.9957356076759063e-05, "loss": 0.0001, "step": 940 }, { "epoch": 2.014925373134328, "grad_norm": 0.002653680741786957, "learning_rate": 2.9850746268656714e-05, "loss": 0.0004, "step": 945 }, { "epoch": 2.025586353944563, "grad_norm": 0.006584126502275467, "learning_rate": 2.9744136460554372e-05, "loss": 0.0001, "step": 950 }, { "epoch": 2.0362473347547976, "grad_norm": 0.0018260569777339697, "learning_rate": 2.9637526652452023e-05, "loss": 0.0057, "step": 955 }, { "epoch": 2.046908315565032, "grad_norm": 0.003617475740611553, "learning_rate": 2.953091684434968e-05, "loss": 0.0001, "step": 960 }, { "epoch": 2.0575692963752665, "grad_norm": 0.004799690097570419, "learning_rate": 2.9424307036247333e-05, "loss": 0.0002, "step": 965 }, { "epoch": 2.068230277185501, "grad_norm": 0.0007421538466587663, "learning_rate": 2.931769722814499e-05, "loss": 0.0001, "step": 970 }, { "epoch": 2.0788912579957355, "grad_norm": 0.0017724067438393831, "learning_rate": 2.9211087420042642e-05, "loss": 0.0001, "step": 975 }, { "epoch": 2.08955223880597, "grad_norm": 0.000762979150749743, "learning_rate": 2.91044776119403e-05, "loss": 0.0002, "step": 980 }, { "epoch": 2.100213219616205, "grad_norm": 0.0024072628002613783, "learning_rate": 2.8997867803837952e-05, "loss": 0.0001, "step": 985 }, { "epoch": 2.1108742004264394, "grad_norm": 0.0016102712834253907, "learning_rate": 2.889125799573561e-05, "loss": 0.0001, "step": 990 }, { "epoch": 2.121535181236674, "grad_norm": 0.0017880138475447893, "learning_rate": 2.878464818763326e-05, "loss": 0.0004, "step": 995 }, { "epoch": 2.1321961620469083, "grad_norm": 0.00457029277458787, "learning_rate": 2.867803837953092e-05, "loss": 0.0001, "step": 1000 }, { "epoch": 2.142857142857143, "grad_norm": 0.0019006398506462574, "learning_rate": 2.857142857142857e-05, "loss": 0.02, "step": 1005 }, { "epoch": 2.1535181236673773, "grad_norm": 0.0009453121456317604, "learning_rate": 2.846481876332623e-05, "loss": 0.0006, "step": 1010 }, { "epoch": 2.1641791044776117, "grad_norm": 0.0007766617345623672, "learning_rate": 2.835820895522388e-05, "loss": 0.0001, "step": 1015 }, { "epoch": 2.1748400852878467, "grad_norm": 0.006155566778033972, "learning_rate": 2.825159914712154e-05, "loss": 0.006, "step": 1020 }, { "epoch": 2.185501066098081, "grad_norm": 0.0007299811695702374, "learning_rate": 2.814498933901919e-05, "loss": 0.0001, "step": 1025 }, { "epoch": 2.1961620469083156, "grad_norm": 0.0012928028590977192, "learning_rate": 2.8038379530916848e-05, "loss": 0.0007, "step": 1030 }, { "epoch": 2.20682302771855, "grad_norm": 0.0006661934894509614, "learning_rate": 2.79317697228145e-05, "loss": 0.0001, "step": 1035 }, { "epoch": 2.2174840085287846, "grad_norm": 0.0006678987992927432, "learning_rate": 2.7825159914712157e-05, "loss": 0.0001, "step": 1040 }, { "epoch": 2.228144989339019, "grad_norm": 0.013740448281168938, "learning_rate": 2.771855010660981e-05, "loss": 0.0002, "step": 1045 }, { "epoch": 2.2388059701492535, "grad_norm": 0.0008379949722439051, "learning_rate": 2.7611940298507467e-05, "loss": 0.0001, "step": 1050 }, { "epoch": 2.2494669509594885, "grad_norm": 0.29617738723754883, "learning_rate": 2.7505330490405118e-05, "loss": 0.0004, "step": 1055 }, { "epoch": 2.260127931769723, "grad_norm": 0.004225525073707104, "learning_rate": 2.7398720682302776e-05, "loss": 0.0002, "step": 1060 }, { "epoch": 2.2707889125799574, "grad_norm": 0.0006733034388162196, "learning_rate": 2.7292110874200428e-05, "loss": 0.0001, "step": 1065 }, { "epoch": 2.281449893390192, "grad_norm": 0.0006009884527884424, "learning_rate": 2.7185501066098086e-05, "loss": 0.0001, "step": 1070 }, { "epoch": 2.2921108742004264, "grad_norm": 0.0006374297081492841, "learning_rate": 2.7078891257995737e-05, "loss": 0.0001, "step": 1075 }, { "epoch": 2.302771855010661, "grad_norm": 0.0008980853017419577, "learning_rate": 2.6972281449893395e-05, "loss": 0.0001, "step": 1080 }, { "epoch": 2.3134328358208958, "grad_norm": 0.0008556065731681883, "learning_rate": 2.6865671641791047e-05, "loss": 0.0001, "step": 1085 }, { "epoch": 2.3240938166311302, "grad_norm": 0.0005760712665505707, "learning_rate": 2.6759061833688705e-05, "loss": 0.0001, "step": 1090 }, { "epoch": 2.3347547974413647, "grad_norm": 0.007072605658322573, "learning_rate": 2.6652452025586356e-05, "loss": 0.0001, "step": 1095 }, { "epoch": 2.345415778251599, "grad_norm": 8.482757568359375, "learning_rate": 2.6545842217484007e-05, "loss": 0.0248, "step": 1100 }, { "epoch": 2.3560767590618337, "grad_norm": 0.0009070219239220023, "learning_rate": 2.6439232409381666e-05, "loss": 0.0001, "step": 1105 }, { "epoch": 2.366737739872068, "grad_norm": 0.012212675996124744, "learning_rate": 2.6332622601279317e-05, "loss": 0.0029, "step": 1110 }, { "epoch": 2.3773987206823026, "grad_norm": 0.01369310449808836, "learning_rate": 2.6226012793176975e-05, "loss": 0.0001, "step": 1115 }, { "epoch": 2.388059701492537, "grad_norm": 0.008110038004815578, "learning_rate": 2.6119402985074626e-05, "loss": 0.0002, "step": 1120 }, { "epoch": 2.398720682302772, "grad_norm": 0.013804825022816658, "learning_rate": 2.6012793176972285e-05, "loss": 0.0001, "step": 1125 }, { "epoch": 2.4093816631130065, "grad_norm": 0.004200593568384647, "learning_rate": 2.5906183368869936e-05, "loss": 0.0001, "step": 1130 }, { "epoch": 2.420042643923241, "grad_norm": 0.001404841197654605, "learning_rate": 2.5799573560767594e-05, "loss": 0.0001, "step": 1135 }, { "epoch": 2.4307036247334755, "grad_norm": 0.0007612826302647591, "learning_rate": 2.5692963752665245e-05, "loss": 0.0001, "step": 1140 }, { "epoch": 2.44136460554371, "grad_norm": 0.0028414460830390453, "learning_rate": 2.5586353944562904e-05, "loss": 0.0001, "step": 1145 }, { "epoch": 2.4520255863539444, "grad_norm": 0.0007774733821861446, "learning_rate": 2.5479744136460555e-05, "loss": 0.0002, "step": 1150 }, { "epoch": 2.4626865671641793, "grad_norm": 0.002450617728754878, "learning_rate": 2.537313432835821e-05, "loss": 0.0001, "step": 1155 }, { "epoch": 2.473347547974414, "grad_norm": 0.000912899267859757, "learning_rate": 2.5266524520255864e-05, "loss": 0.0024, "step": 1160 }, { "epoch": 2.4840085287846483, "grad_norm": 0.0005960897542536259, "learning_rate": 2.515991471215352e-05, "loss": 0.0001, "step": 1165 }, { "epoch": 2.4946695095948828, "grad_norm": 0.0005757109611295164, "learning_rate": 2.5053304904051174e-05, "loss": 0.0001, "step": 1170 }, { "epoch": 2.5053304904051172, "grad_norm": 0.0007136420463211834, "learning_rate": 2.494669509594883e-05, "loss": 0.0001, "step": 1175 }, { "epoch": 2.5159914712153517, "grad_norm": 0.0007843879866413772, "learning_rate": 2.4840085287846483e-05, "loss": 0.0001, "step": 1180 }, { "epoch": 2.526652452025586, "grad_norm": 0.0005693333805538714, "learning_rate": 2.4733475479744138e-05, "loss": 0.0022, "step": 1185 }, { "epoch": 2.5373134328358207, "grad_norm": 0.0022485984954982996, "learning_rate": 2.4626865671641793e-05, "loss": 0.0001, "step": 1190 }, { "epoch": 2.5479744136460556, "grad_norm": 0.002430116757750511, "learning_rate": 2.4520255863539444e-05, "loss": 0.0001, "step": 1195 }, { "epoch": 2.55863539445629, "grad_norm": 0.0005628478829748929, "learning_rate": 2.44136460554371e-05, "loss": 0.0001, "step": 1200 }, { "epoch": 2.5692963752665245, "grad_norm": 0.00068471091799438, "learning_rate": 2.4307036247334754e-05, "loss": 0.0001, "step": 1205 }, { "epoch": 2.579957356076759, "grad_norm": 0.04512505978345871, "learning_rate": 2.420042643923241e-05, "loss": 0.0001, "step": 1210 }, { "epoch": 2.5906183368869935, "grad_norm": 0.017808198928833008, "learning_rate": 2.4093816631130063e-05, "loss": 0.0001, "step": 1215 }, { "epoch": 2.6012793176972284, "grad_norm": 0.0012188046239316463, "learning_rate": 2.3987206823027718e-05, "loss": 0.0001, "step": 1220 }, { "epoch": 2.611940298507463, "grad_norm": 0.001697918283753097, "learning_rate": 2.3880597014925373e-05, "loss": 0.0001, "step": 1225 }, { "epoch": 2.6226012793176974, "grad_norm": 0.0006621263455599546, "learning_rate": 2.3773987206823027e-05, "loss": 0.0001, "step": 1230 }, { "epoch": 2.633262260127932, "grad_norm": 0.0009022908634506166, "learning_rate": 2.3667377398720682e-05, "loss": 0.0001, "step": 1235 }, { "epoch": 2.6439232409381663, "grad_norm": 0.03172115609049797, "learning_rate": 2.3560767590618337e-05, "loss": 0.0003, "step": 1240 }, { "epoch": 2.654584221748401, "grad_norm": 0.004343286622315645, "learning_rate": 2.345415778251599e-05, "loss": 0.0002, "step": 1245 }, { "epoch": 2.6652452025586353, "grad_norm": 0.008085817098617554, "learning_rate": 2.3347547974413646e-05, "loss": 0.0001, "step": 1250 }, { "epoch": 2.6759061833688698, "grad_norm": 0.05964084342122078, "learning_rate": 2.32409381663113e-05, "loss": 0.0002, "step": 1255 }, { "epoch": 2.6865671641791042, "grad_norm": 0.0005481566768139601, "learning_rate": 2.3134328358208956e-05, "loss": 0.0001, "step": 1260 }, { "epoch": 2.697228144989339, "grad_norm": 0.07741459459066391, "learning_rate": 2.302771855010661e-05, "loss": 0.0002, "step": 1265 }, { "epoch": 2.7078891257995736, "grad_norm": 0.000842313515022397, "learning_rate": 2.2921108742004265e-05, "loss": 0.0001, "step": 1270 }, { "epoch": 2.718550106609808, "grad_norm": 0.0006003646994940937, "learning_rate": 2.281449893390192e-05, "loss": 0.0177, "step": 1275 }, { "epoch": 2.7292110874200426, "grad_norm": 0.055660441517829895, "learning_rate": 2.2707889125799575e-05, "loss": 0.0002, "step": 1280 }, { "epoch": 2.739872068230277, "grad_norm": 0.00139444915112108, "learning_rate": 2.260127931769723e-05, "loss": 0.0001, "step": 1285 }, { "epoch": 2.750533049040512, "grad_norm": 0.0009612902067601681, "learning_rate": 2.2494669509594884e-05, "loss": 0.0001, "step": 1290 }, { "epoch": 2.7611940298507465, "grad_norm": 0.02509137988090515, "learning_rate": 2.238805970149254e-05, "loss": 0.0001, "step": 1295 }, { "epoch": 2.771855010660981, "grad_norm": 0.000504283350892365, "learning_rate": 2.2281449893390194e-05, "loss": 0.0001, "step": 1300 }, { "epoch": 2.7825159914712154, "grad_norm": 0.0005465628928504884, "learning_rate": 2.217484008528785e-05, "loss": 0.0001, "step": 1305 }, { "epoch": 2.79317697228145, "grad_norm": 0.0011041754623875022, "learning_rate": 2.2068230277185503e-05, "loss": 0.0001, "step": 1310 }, { "epoch": 2.8038379530916844, "grad_norm": 0.0007626644801348448, "learning_rate": 2.1961620469083158e-05, "loss": 0.0001, "step": 1315 }, { "epoch": 2.814498933901919, "grad_norm": 0.007949567399919033, "learning_rate": 2.1855010660980813e-05, "loss": 0.0001, "step": 1320 }, { "epoch": 2.8251599147121533, "grad_norm": 0.0007549177971668541, "learning_rate": 2.1748400852878467e-05, "loss": 0.0298, "step": 1325 }, { "epoch": 2.835820895522388, "grad_norm": 0.0016546051483601332, "learning_rate": 2.164179104477612e-05, "loss": 0.0001, "step": 1330 }, { "epoch": 2.8464818763326227, "grad_norm": 0.032140493392944336, "learning_rate": 2.1535181236673773e-05, "loss": 0.0001, "step": 1335 }, { "epoch": 2.857142857142857, "grad_norm": 0.0022428843658417463, "learning_rate": 2.1428571428571428e-05, "loss": 0.0004, "step": 1340 }, { "epoch": 2.8678038379530917, "grad_norm": 0.0010485639795660973, "learning_rate": 2.1321961620469083e-05, "loss": 0.0001, "step": 1345 }, { "epoch": 2.878464818763326, "grad_norm": 0.0005906522274017334, "learning_rate": 2.1215351812366738e-05, "loss": 0.0003, "step": 1350 }, { "epoch": 2.8891257995735606, "grad_norm": 0.0006586626404896379, "learning_rate": 2.1108742004264392e-05, "loss": 0.0001, "step": 1355 }, { "epoch": 2.8997867803837956, "grad_norm": 0.0007196892402134836, "learning_rate": 2.1002132196162047e-05, "loss": 0.0085, "step": 1360 }, { "epoch": 2.91044776119403, "grad_norm": 0.0006990677211433649, "learning_rate": 2.0895522388059702e-05, "loss": 0.0001, "step": 1365 }, { "epoch": 2.9211087420042645, "grad_norm": 0.0007766131311655045, "learning_rate": 2.0788912579957357e-05, "loss": 0.0001, "step": 1370 }, { "epoch": 2.931769722814499, "grad_norm": 0.0007699205307289958, "learning_rate": 2.068230277185501e-05, "loss": 0.0001, "step": 1375 }, { "epoch": 2.9424307036247335, "grad_norm": 0.0005310156848281622, "learning_rate": 2.0575692963752666e-05, "loss": 0.0356, "step": 1380 }, { "epoch": 2.953091684434968, "grad_norm": 0.0022944158408790827, "learning_rate": 2.046908315565032e-05, "loss": 0.0001, "step": 1385 }, { "epoch": 2.9637526652452024, "grad_norm": 0.009222280234098434, "learning_rate": 2.0362473347547976e-05, "loss": 0.0001, "step": 1390 }, { "epoch": 2.974413646055437, "grad_norm": 0.13404396176338196, "learning_rate": 2.025586353944563e-05, "loss": 0.0001, "step": 1395 }, { "epoch": 2.9850746268656714, "grad_norm": 0.0008612163946963847, "learning_rate": 2.0149253731343285e-05, "loss": 0.0001, "step": 1400 }, { "epoch": 2.9957356076759063, "grad_norm": 0.0005291893030516803, "learning_rate": 2.004264392324094e-05, "loss": 0.0001, "step": 1405 }, { "epoch": 3.0, "eval_accuracy": 0.9853333333333333, "eval_loss": 0.07403288036584854, "eval_runtime": 17.6934, "eval_samples_per_second": 211.944, "eval_steps_per_second": 6.669, "step": 1407 }, { "epoch": 3.0063965884861408, "grad_norm": 0.004511695820838213, "learning_rate": 1.9936034115138594e-05, "loss": 0.0001, "step": 1410 }, { "epoch": 3.0170575692963753, "grad_norm": 0.0005315085873007774, "learning_rate": 1.982942430703625e-05, "loss": 0.0001, "step": 1415 }, { "epoch": 3.0277185501066097, "grad_norm": 0.0008610573713667691, "learning_rate": 1.9722814498933904e-05, "loss": 0.0004, "step": 1420 }, { "epoch": 3.038379530916844, "grad_norm": 0.0006006441544741392, "learning_rate": 1.961620469083156e-05, "loss": 0.0001, "step": 1425 }, { "epoch": 3.0490405117270787, "grad_norm": 0.0015131875406950712, "learning_rate": 1.9509594882729213e-05, "loss": 0.0001, "step": 1430 }, { "epoch": 3.0597014925373136, "grad_norm": 0.00048469987814314663, "learning_rate": 1.9402985074626868e-05, "loss": 0.001, "step": 1435 }, { "epoch": 3.070362473347548, "grad_norm": 0.006851261015981436, "learning_rate": 1.9296375266524523e-05, "loss": 0.0001, "step": 1440 }, { "epoch": 3.0810234541577826, "grad_norm": 0.005743310321122408, "learning_rate": 1.9189765458422178e-05, "loss": 0.0001, "step": 1445 }, { "epoch": 3.091684434968017, "grad_norm": 0.0005090553895570338, "learning_rate": 1.9083155650319832e-05, "loss": 0.0001, "step": 1450 }, { "epoch": 3.1023454157782515, "grad_norm": 0.10172155499458313, "learning_rate": 1.8976545842217487e-05, "loss": 0.0002, "step": 1455 }, { "epoch": 3.113006396588486, "grad_norm": 0.001076441491022706, "learning_rate": 1.8869936034115142e-05, "loss": 0.0001, "step": 1460 }, { "epoch": 3.1236673773987205, "grad_norm": 0.0005099340341985226, "learning_rate": 1.8763326226012797e-05, "loss": 0.0001, "step": 1465 }, { "epoch": 3.1343283582089554, "grad_norm": 0.01791512221097946, "learning_rate": 1.865671641791045e-05, "loss": 0.0001, "step": 1470 }, { "epoch": 3.14498933901919, "grad_norm": 0.0009683316457085311, "learning_rate": 1.8550106609808106e-05, "loss": 0.0001, "step": 1475 }, { "epoch": 3.1556503198294243, "grad_norm": 0.0005245592910796404, "learning_rate": 1.8443496801705757e-05, "loss": 0.0026, "step": 1480 }, { "epoch": 3.166311300639659, "grad_norm": 0.002663479885086417, "learning_rate": 1.8336886993603412e-05, "loss": 0.0001, "step": 1485 }, { "epoch": 3.1769722814498933, "grad_norm": 0.000556763494387269, "learning_rate": 1.8230277185501067e-05, "loss": 0.0001, "step": 1490 }, { "epoch": 3.1876332622601278, "grad_norm": 0.0023093291092664003, "learning_rate": 1.812366737739872e-05, "loss": 0.0001, "step": 1495 }, { "epoch": 3.1982942430703627, "grad_norm": 0.0005890827160328627, "learning_rate": 1.8017057569296376e-05, "loss": 0.0001, "step": 1500 }, { "epoch": 3.208955223880597, "grad_norm": 0.0014041970716789365, "learning_rate": 1.791044776119403e-05, "loss": 0.0001, "step": 1505 }, { "epoch": 3.2196162046908317, "grad_norm": 0.0008437179494649172, "learning_rate": 1.7803837953091686e-05, "loss": 0.0001, "step": 1510 }, { "epoch": 3.230277185501066, "grad_norm": 0.0010972734307870269, "learning_rate": 1.769722814498934e-05, "loss": 0.0001, "step": 1515 }, { "epoch": 3.2409381663113006, "grad_norm": 0.010441911406815052, "learning_rate": 1.7590618336886995e-05, "loss": 0.0001, "step": 1520 }, { "epoch": 3.251599147121535, "grad_norm": 0.0005607433849945664, "learning_rate": 1.7484008528784647e-05, "loss": 0.0001, "step": 1525 }, { "epoch": 3.2622601279317696, "grad_norm": 0.0007825851789675653, "learning_rate": 1.73773987206823e-05, "loss": 0.0001, "step": 1530 }, { "epoch": 3.272921108742004, "grad_norm": 0.0011450510937720537, "learning_rate": 1.7270788912579956e-05, "loss": 0.0001, "step": 1535 }, { "epoch": 3.283582089552239, "grad_norm": 0.0005505331209860742, "learning_rate": 1.716417910447761e-05, "loss": 0.0001, "step": 1540 }, { "epoch": 3.2942430703624734, "grad_norm": 0.001386250020004809, "learning_rate": 1.7057569296375266e-05, "loss": 0.0001, "step": 1545 }, { "epoch": 3.304904051172708, "grad_norm": 0.0010498426854610443, "learning_rate": 1.695095948827292e-05, "loss": 0.0001, "step": 1550 }, { "epoch": 3.3155650319829424, "grad_norm": 0.0005640059243887663, "learning_rate": 1.6844349680170575e-05, "loss": 0.0001, "step": 1555 }, { "epoch": 3.326226012793177, "grad_norm": 0.0010550619335845113, "learning_rate": 1.673773987206823e-05, "loss": 0.0001, "step": 1560 }, { "epoch": 3.3368869936034113, "grad_norm": 0.0005740129272453487, "learning_rate": 1.6631130063965885e-05, "loss": 0.0001, "step": 1565 }, { "epoch": 3.3475479744136463, "grad_norm": 0.0008950405172072351, "learning_rate": 1.652452025586354e-05, "loss": 0.0001, "step": 1570 }, { "epoch": 3.3582089552238807, "grad_norm": 0.0005186804919503629, "learning_rate": 1.6417910447761194e-05, "loss": 0.0001, "step": 1575 }, { "epoch": 3.368869936034115, "grad_norm": 0.002542684320360422, "learning_rate": 1.631130063965885e-05, "loss": 0.0001, "step": 1580 }, { "epoch": 3.3795309168443497, "grad_norm": 0.0013492770958691835, "learning_rate": 1.6204690831556504e-05, "loss": 0.0001, "step": 1585 }, { "epoch": 3.390191897654584, "grad_norm": 0.0005079440306872129, "learning_rate": 1.6098081023454158e-05, "loss": 0.0001, "step": 1590 }, { "epoch": 3.4008528784648187, "grad_norm": 0.0007636239752173424, "learning_rate": 1.5991471215351813e-05, "loss": 0.0001, "step": 1595 }, { "epoch": 3.411513859275053, "grad_norm": 0.0006160594639368355, "learning_rate": 1.5884861407249468e-05, "loss": 0.0001, "step": 1600 }, { "epoch": 3.4221748400852876, "grad_norm": 0.0004921835497952998, "learning_rate": 1.5778251599147122e-05, "loss": 0.0001, "step": 1605 }, { "epoch": 3.4328358208955225, "grad_norm": 0.0004704761959146708, "learning_rate": 1.5671641791044777e-05, "loss": 0.0001, "step": 1610 }, { "epoch": 3.443496801705757, "grad_norm": 0.0004796090943273157, "learning_rate": 1.5565031982942432e-05, "loss": 0.0001, "step": 1615 }, { "epoch": 3.4541577825159915, "grad_norm": 0.0027434995863586664, "learning_rate": 1.5458422174840087e-05, "loss": 0.0001, "step": 1620 }, { "epoch": 3.464818763326226, "grad_norm": 0.0004687456239480525, "learning_rate": 1.535181236673774e-05, "loss": 0.0001, "step": 1625 }, { "epoch": 3.4754797441364604, "grad_norm": 0.0022547277621924877, "learning_rate": 1.5245202558635396e-05, "loss": 0.0001, "step": 1630 }, { "epoch": 3.486140724946695, "grad_norm": 0.0005238584126345813, "learning_rate": 1.5138592750533051e-05, "loss": 0.0001, "step": 1635 }, { "epoch": 3.49680170575693, "grad_norm": 0.000729703635443002, "learning_rate": 1.5031982942430706e-05, "loss": 0.0001, "step": 1640 }, { "epoch": 3.5074626865671643, "grad_norm": 0.0007375686545856297, "learning_rate": 1.4925373134328357e-05, "loss": 0.0001, "step": 1645 }, { "epoch": 3.518123667377399, "grad_norm": 0.00057463557459414, "learning_rate": 1.4818763326226012e-05, "loss": 0.0001, "step": 1650 }, { "epoch": 3.5287846481876333, "grad_norm": 0.000509499222971499, "learning_rate": 1.4712153518123666e-05, "loss": 0.0001, "step": 1655 }, { "epoch": 3.5394456289978677, "grad_norm": 0.0007149422308430076, "learning_rate": 1.4605543710021321e-05, "loss": 0.0001, "step": 1660 }, { "epoch": 3.550106609808102, "grad_norm": 0.000536080973688513, "learning_rate": 1.4498933901918976e-05, "loss": 0.0001, "step": 1665 }, { "epoch": 3.5607675906183367, "grad_norm": 0.0010279096895828843, "learning_rate": 1.439232409381663e-05, "loss": 0.0001, "step": 1670 }, { "epoch": 3.571428571428571, "grad_norm": 0.002794881584122777, "learning_rate": 1.4285714285714285e-05, "loss": 0.0001, "step": 1675 }, { "epoch": 3.582089552238806, "grad_norm": 0.0008891205070540309, "learning_rate": 1.417910447761194e-05, "loss": 0.0001, "step": 1680 }, { "epoch": 3.5927505330490406, "grad_norm": 0.0010110189905390143, "learning_rate": 1.4072494669509595e-05, "loss": 0.0002, "step": 1685 }, { "epoch": 3.603411513859275, "grad_norm": 0.0012406737077981234, "learning_rate": 1.396588486140725e-05, "loss": 0.0001, "step": 1690 }, { "epoch": 3.6140724946695095, "grad_norm": 0.0005498850368894637, "learning_rate": 1.3859275053304904e-05, "loss": 0.0001, "step": 1695 }, { "epoch": 3.624733475479744, "grad_norm": 0.0004938403144478798, "learning_rate": 1.3752665245202559e-05, "loss": 0.0001, "step": 1700 }, { "epoch": 3.635394456289979, "grad_norm": 0.0005077404784969985, "learning_rate": 1.3646055437100214e-05, "loss": 0.0001, "step": 1705 }, { "epoch": 3.6460554371002134, "grad_norm": 0.004529637284576893, "learning_rate": 1.3539445628997869e-05, "loss": 0.0001, "step": 1710 }, { "epoch": 3.656716417910448, "grad_norm": 0.0007044123485684395, "learning_rate": 1.3432835820895523e-05, "loss": 0.0001, "step": 1715 }, { "epoch": 3.6673773987206824, "grad_norm": 0.0023624380119144917, "learning_rate": 1.3326226012793178e-05, "loss": 0.0001, "step": 1720 }, { "epoch": 3.678038379530917, "grad_norm": 0.0015587591333314776, "learning_rate": 1.3219616204690833e-05, "loss": 0.0001, "step": 1725 }, { "epoch": 3.6886993603411513, "grad_norm": 0.0005977521650493145, "learning_rate": 1.3113006396588488e-05, "loss": 0.0001, "step": 1730 }, { "epoch": 3.699360341151386, "grad_norm": 0.0007093673339113593, "learning_rate": 1.3006396588486142e-05, "loss": 0.0071, "step": 1735 }, { "epoch": 3.7100213219616203, "grad_norm": 0.0016215447103604674, "learning_rate": 1.2899786780383797e-05, "loss": 0.0001, "step": 1740 }, { "epoch": 3.7206823027718547, "grad_norm": 0.000501151429489255, "learning_rate": 1.2793176972281452e-05, "loss": 0.0001, "step": 1745 }, { "epoch": 3.7313432835820897, "grad_norm": 0.0009734513005241752, "learning_rate": 1.2686567164179105e-05, "loss": 0.0001, "step": 1750 }, { "epoch": 3.742004264392324, "grad_norm": 0.00047803096822462976, "learning_rate": 1.257995735607676e-05, "loss": 0.0001, "step": 1755 }, { "epoch": 3.7526652452025586, "grad_norm": 0.0005353852757252753, "learning_rate": 1.2473347547974414e-05, "loss": 0.0001, "step": 1760 }, { "epoch": 3.763326226012793, "grad_norm": 0.0007413243874907494, "learning_rate": 1.2366737739872069e-05, "loss": 0.0001, "step": 1765 }, { "epoch": 3.7739872068230276, "grad_norm": 0.0006862435257062316, "learning_rate": 1.2260127931769722e-05, "loss": 0.0001, "step": 1770 }, { "epoch": 3.7846481876332625, "grad_norm": 0.002283794339746237, "learning_rate": 1.2153518123667377e-05, "loss": 0.0001, "step": 1775 }, { "epoch": 3.795309168443497, "grad_norm": 0.00047079924843274057, "learning_rate": 1.2046908315565032e-05, "loss": 0.0001, "step": 1780 }, { "epoch": 3.8059701492537314, "grad_norm": 0.0005496235680766404, "learning_rate": 1.1940298507462686e-05, "loss": 0.0001, "step": 1785 }, { "epoch": 3.816631130063966, "grad_norm": 0.0006211896543391049, "learning_rate": 1.1833688699360341e-05, "loss": 0.0001, "step": 1790 }, { "epoch": 3.8272921108742004, "grad_norm": 0.0007033080910332501, "learning_rate": 1.1727078891257996e-05, "loss": 0.0001, "step": 1795 }, { "epoch": 3.837953091684435, "grad_norm": 0.0007832053815945983, "learning_rate": 1.162046908315565e-05, "loss": 0.0001, "step": 1800 }, { "epoch": 3.8486140724946694, "grad_norm": 0.002193542430177331, "learning_rate": 1.1513859275053305e-05, "loss": 0.0028, "step": 1805 }, { "epoch": 3.859275053304904, "grad_norm": 0.0005333498702384531, "learning_rate": 1.140724946695096e-05, "loss": 0.0001, "step": 1810 }, { "epoch": 3.8699360341151388, "grad_norm": 0.0020288906525820494, "learning_rate": 1.1300639658848615e-05, "loss": 0.0001, "step": 1815 }, { "epoch": 3.8805970149253732, "grad_norm": 0.003677000990137458, "learning_rate": 1.119402985074627e-05, "loss": 0.0001, "step": 1820 }, { "epoch": 3.8912579957356077, "grad_norm": 0.000586497422773391, "learning_rate": 1.1087420042643924e-05, "loss": 0.0001, "step": 1825 }, { "epoch": 3.901918976545842, "grad_norm": 0.0006915911799296737, "learning_rate": 1.0980810234541579e-05, "loss": 0.0001, "step": 1830 }, { "epoch": 3.9125799573560767, "grad_norm": 0.00835905410349369, "learning_rate": 1.0874200426439234e-05, "loss": 0.0001, "step": 1835 }, { "epoch": 3.923240938166311, "grad_norm": 0.00044796286965720356, "learning_rate": 1.0767590618336887e-05, "loss": 0.0001, "step": 1840 }, { "epoch": 3.933901918976546, "grad_norm": 0.004526886157691479, "learning_rate": 1.0660980810234541e-05, "loss": 0.0001, "step": 1845 }, { "epoch": 3.9445628997867805, "grad_norm": 0.0004900909261777997, "learning_rate": 1.0554371002132196e-05, "loss": 0.0001, "step": 1850 }, { "epoch": 3.955223880597015, "grad_norm": 0.0005990836652927101, "learning_rate": 1.0447761194029851e-05, "loss": 0.0001, "step": 1855 }, { "epoch": 3.9658848614072495, "grad_norm": 0.0004556091735139489, "learning_rate": 1.0341151385927506e-05, "loss": 0.0001, "step": 1860 }, { "epoch": 3.976545842217484, "grad_norm": 0.0005221289466135204, "learning_rate": 1.023454157782516e-05, "loss": 0.0001, "step": 1865 }, { "epoch": 3.9872068230277184, "grad_norm": 0.0004754821420647204, "learning_rate": 1.0127931769722815e-05, "loss": 0.0001, "step": 1870 }, { "epoch": 3.997867803837953, "grad_norm": 0.0019966762047261, "learning_rate": 1.002132196162047e-05, "loss": 0.0001, "step": 1875 }, { "epoch": 4.0, "eval_accuracy": 0.9866666666666667, "eval_loss": 0.07149801403284073, "eval_runtime": 18.4964, "eval_samples_per_second": 202.743, "eval_steps_per_second": 6.38, "step": 1876 }, { "epoch": 4.008528784648187, "grad_norm": 0.0009033822570927441, "learning_rate": 9.914712153518125e-06, "loss": 0.0001, "step": 1880 }, { "epoch": 4.019189765458422, "grad_norm": 0.0007331928936764598, "learning_rate": 9.80810234541578e-06, "loss": 0.0001, "step": 1885 }, { "epoch": 4.029850746268656, "grad_norm": 0.0005823103128932416, "learning_rate": 9.701492537313434e-06, "loss": 0.0001, "step": 1890 }, { "epoch": 4.040511727078891, "grad_norm": 0.0026173514779657125, "learning_rate": 9.594882729211089e-06, "loss": 0.0001, "step": 1895 }, { "epoch": 4.051172707889126, "grad_norm": 0.0004496051697060466, "learning_rate": 9.488272921108744e-06, "loss": 0.0001, "step": 1900 }, { "epoch": 4.061833688699361, "grad_norm": 0.000682950543705374, "learning_rate": 9.381663113006398e-06, "loss": 0.0001, "step": 1905 }, { "epoch": 4.072494669509595, "grad_norm": 0.0005022154655307531, "learning_rate": 9.275053304904053e-06, "loss": 0.0001, "step": 1910 }, { "epoch": 4.08315565031983, "grad_norm": 0.0006356720696203411, "learning_rate": 9.168443496801706e-06, "loss": 0.0001, "step": 1915 }, { "epoch": 4.093816631130064, "grad_norm": 0.0005024117417633533, "learning_rate": 9.06183368869936e-06, "loss": 0.0001, "step": 1920 }, { "epoch": 4.104477611940299, "grad_norm": 0.0004931417061015964, "learning_rate": 8.955223880597016e-06, "loss": 0.0001, "step": 1925 }, { "epoch": 4.115138592750533, "grad_norm": 0.001431400771252811, "learning_rate": 8.84861407249467e-06, "loss": 0.0001, "step": 1930 }, { "epoch": 4.1257995735607675, "grad_norm": 0.0014221526216715574, "learning_rate": 8.742004264392323e-06, "loss": 0.0001, "step": 1935 }, { "epoch": 4.136460554371002, "grad_norm": 0.000895606935955584, "learning_rate": 8.635394456289978e-06, "loss": 0.0001, "step": 1940 }, { "epoch": 4.1471215351812365, "grad_norm": 0.0006897306302562356, "learning_rate": 8.528784648187633e-06, "loss": 0.0001, "step": 1945 }, { "epoch": 4.157782515991471, "grad_norm": 0.0008204571786336601, "learning_rate": 8.422174840085288e-06, "loss": 0.0001, "step": 1950 }, { "epoch": 4.1684434968017055, "grad_norm": 0.00113705697003752, "learning_rate": 8.315565031982942e-06, "loss": 0.0001, "step": 1955 }, { "epoch": 4.17910447761194, "grad_norm": 0.0020752663258463144, "learning_rate": 8.208955223880597e-06, "loss": 0.0001, "step": 1960 }, { "epoch": 4.189765458422174, "grad_norm": 0.0005082879215478897, "learning_rate": 8.102345415778252e-06, "loss": 0.0001, "step": 1965 }, { "epoch": 4.20042643923241, "grad_norm": 0.0004215866210870445, "learning_rate": 7.995735607675907e-06, "loss": 0.0001, "step": 1970 }, { "epoch": 4.211087420042644, "grad_norm": 0.0004742738092318177, "learning_rate": 7.889125799573561e-06, "loss": 0.0001, "step": 1975 }, { "epoch": 4.221748400852879, "grad_norm": 0.0005397112690843642, "learning_rate": 7.782515991471216e-06, "loss": 0.0001, "step": 1980 }, { "epoch": 4.232409381663113, "grad_norm": 0.03709682077169418, "learning_rate": 7.67590618336887e-06, "loss": 0.0005, "step": 1985 }, { "epoch": 4.243070362473348, "grad_norm": 0.0005200554151087999, "learning_rate": 7.5692963752665255e-06, "loss": 0.0001, "step": 1990 }, { "epoch": 4.253731343283582, "grad_norm": 0.0004637064994312823, "learning_rate": 7.4626865671641785e-06, "loss": 0.0, "step": 1995 }, { "epoch": 4.264392324093817, "grad_norm": 0.00043343400466255844, "learning_rate": 7.356076759061833e-06, "loss": 0.0001, "step": 2000 }, { "epoch": 4.275053304904051, "grad_norm": 0.0005936630186624825, "learning_rate": 7.249466950959488e-06, "loss": 0.0001, "step": 2005 }, { "epoch": 4.285714285714286, "grad_norm": 0.0009894812246784568, "learning_rate": 7.142857142857143e-06, "loss": 0.0001, "step": 2010 }, { "epoch": 4.29637526652452, "grad_norm": 0.0006173097062855959, "learning_rate": 7.0362473347547975e-06, "loss": 0.0001, "step": 2015 }, { "epoch": 4.3070362473347545, "grad_norm": 0.0007211174233816564, "learning_rate": 6.929637526652452e-06, "loss": 0.0001, "step": 2020 }, { "epoch": 4.317697228144989, "grad_norm": 0.07223981618881226, "learning_rate": 6.823027718550107e-06, "loss": 0.0024, "step": 2025 }, { "epoch": 4.3283582089552235, "grad_norm": 0.0004468477563932538, "learning_rate": 6.716417910447762e-06, "loss": 0.0, "step": 2030 }, { "epoch": 4.339019189765459, "grad_norm": 0.0013503986410796642, "learning_rate": 6.609808102345416e-06, "loss": 0.0001, "step": 2035 }, { "epoch": 4.349680170575693, "grad_norm": 0.002492299070581794, "learning_rate": 6.503198294243071e-06, "loss": 0.0001, "step": 2040 }, { "epoch": 4.360341151385928, "grad_norm": 0.00044063993846066296, "learning_rate": 6.396588486140726e-06, "loss": 0.0001, "step": 2045 }, { "epoch": 4.371002132196162, "grad_norm": 0.00047058163909241557, "learning_rate": 6.28997867803838e-06, "loss": 0.0001, "step": 2050 }, { "epoch": 4.381663113006397, "grad_norm": 0.000983805046416819, "learning_rate": 6.1833688699360345e-06, "loss": 0.0001, "step": 2055 }, { "epoch": 4.392324093816631, "grad_norm": 0.00048469321336597204, "learning_rate": 6.076759061833688e-06, "loss": 0.0001, "step": 2060 }, { "epoch": 4.402985074626866, "grad_norm": 0.0004927848931401968, "learning_rate": 5.970149253731343e-06, "loss": 0.0001, "step": 2065 }, { "epoch": 4.4136460554371, "grad_norm": 0.0004275176324881613, "learning_rate": 5.863539445628998e-06, "loss": 0.0001, "step": 2070 }, { "epoch": 4.424307036247335, "grad_norm": 0.0011427239514887333, "learning_rate": 5.756929637526653e-06, "loss": 0.0001, "step": 2075 }, { "epoch": 4.434968017057569, "grad_norm": 0.0005246163345873356, "learning_rate": 5.650319829424307e-06, "loss": 0.0001, "step": 2080 }, { "epoch": 4.445628997867804, "grad_norm": 0.0006750458269380033, "learning_rate": 5.543710021321962e-06, "loss": 0.0001, "step": 2085 }, { "epoch": 4.456289978678038, "grad_norm": 0.0005676904693245888, "learning_rate": 5.437100213219617e-06, "loss": 0.0001, "step": 2090 }, { "epoch": 4.466950959488273, "grad_norm": 0.002245411043986678, "learning_rate": 5.330490405117271e-06, "loss": 0.0001, "step": 2095 }, { "epoch": 4.477611940298507, "grad_norm": 0.0004267510958015919, "learning_rate": 5.2238805970149255e-06, "loss": 0.0, "step": 2100 }, { "epoch": 4.4882729211087415, "grad_norm": 0.0004947676789015532, "learning_rate": 5.11727078891258e-06, "loss": 0.0, "step": 2105 }, { "epoch": 4.498933901918977, "grad_norm": 0.0006906088092364371, "learning_rate": 5.010660980810235e-06, "loss": 0.0001, "step": 2110 }, { "epoch": 4.509594882729211, "grad_norm": 0.0004783740150742233, "learning_rate": 4.90405117270789e-06, "loss": 0.0001, "step": 2115 }, { "epoch": 4.520255863539446, "grad_norm": 0.0006335925427265465, "learning_rate": 4.797441364605544e-06, "loss": 0.0001, "step": 2120 }, { "epoch": 4.53091684434968, "grad_norm": 0.00328103662468493, "learning_rate": 4.690831556503199e-06, "loss": 0.0001, "step": 2125 }, { "epoch": 4.541577825159915, "grad_norm": 0.00047396845184266567, "learning_rate": 4.584221748400853e-06, "loss": 0.0001, "step": 2130 }, { "epoch": 4.552238805970149, "grad_norm": 0.000749007158447057, "learning_rate": 4.477611940298508e-06, "loss": 0.0001, "step": 2135 }, { "epoch": 4.562899786780384, "grad_norm": 0.0009162593050859869, "learning_rate": 4.371002132196162e-06, "loss": 0.0001, "step": 2140 }, { "epoch": 4.573560767590618, "grad_norm": 0.0006475088302977383, "learning_rate": 4.264392324093816e-06, "loss": 0.0001, "step": 2145 }, { "epoch": 4.584221748400853, "grad_norm": 0.000550523167476058, "learning_rate": 4.157782515991471e-06, "loss": 0.0001, "step": 2150 }, { "epoch": 4.594882729211087, "grad_norm": 0.0004637644160538912, "learning_rate": 4.051172707889126e-06, "loss": 0.0001, "step": 2155 }, { "epoch": 4.605543710021322, "grad_norm": 0.0005782889784313738, "learning_rate": 3.944562899786781e-06, "loss": 0.0001, "step": 2160 }, { "epoch": 4.616204690831556, "grad_norm": 0.0005654946435242891, "learning_rate": 3.837953091684435e-06, "loss": 0.0001, "step": 2165 }, { "epoch": 4.6268656716417915, "grad_norm": 0.0004963927785865963, "learning_rate": 3.7313432835820893e-06, "loss": 0.0001, "step": 2170 }, { "epoch": 4.637526652452026, "grad_norm": 0.0005408005672506988, "learning_rate": 3.624733475479744e-06, "loss": 0.0001, "step": 2175 }, { "epoch": 4.6481876332622605, "grad_norm": 0.0009609197149984539, "learning_rate": 3.5181236673773987e-06, "loss": 0.0001, "step": 2180 }, { "epoch": 4.658848614072495, "grad_norm": 0.0016751658404245973, "learning_rate": 3.4115138592750535e-06, "loss": 0.0001, "step": 2185 }, { "epoch": 4.669509594882729, "grad_norm": 0.000724259065464139, "learning_rate": 3.304904051172708e-06, "loss": 0.0001, "step": 2190 }, { "epoch": 4.680170575692964, "grad_norm": 0.00046819084673188627, "learning_rate": 3.198294243070363e-06, "loss": 0.0, "step": 2195 }, { "epoch": 4.690831556503198, "grad_norm": 0.0007982983952388167, "learning_rate": 3.0916844349680173e-06, "loss": 0.0001, "step": 2200 }, { "epoch": 4.701492537313433, "grad_norm": 0.00044385038199834526, "learning_rate": 2.9850746268656716e-06, "loss": 0.0, "step": 2205 }, { "epoch": 4.712153518123667, "grad_norm": 0.0007091900333762169, "learning_rate": 2.8784648187633263e-06, "loss": 0.0001, "step": 2210 }, { "epoch": 4.722814498933902, "grad_norm": 0.14873605966567993, "learning_rate": 2.771855010660981e-06, "loss": 0.0066, "step": 2215 }, { "epoch": 4.733475479744136, "grad_norm": 0.0004940776852890849, "learning_rate": 2.6652452025586354e-06, "loss": 0.0001, "step": 2220 }, { "epoch": 4.744136460554371, "grad_norm": 0.0006752118351869285, "learning_rate": 2.55863539445629e-06, "loss": 0.0001, "step": 2225 }, { "epoch": 4.754797441364605, "grad_norm": 0.00093026680406183, "learning_rate": 2.452025586353945e-06, "loss": 0.0001, "step": 2230 }, { "epoch": 4.76545842217484, "grad_norm": 0.0007310165092349052, "learning_rate": 2.3454157782515996e-06, "loss": 0.0001, "step": 2235 }, { "epoch": 4.776119402985074, "grad_norm": 0.00048738461919128895, "learning_rate": 2.238805970149254e-06, "loss": 0.0001, "step": 2240 }, { "epoch": 4.786780383795309, "grad_norm": 0.000471134961117059, "learning_rate": 2.132196162046908e-06, "loss": 0.0001, "step": 2245 }, { "epoch": 4.797441364605544, "grad_norm": 0.0004243543080519885, "learning_rate": 2.025586353944563e-06, "loss": 0.0, "step": 2250 }, { "epoch": 4.8081023454157785, "grad_norm": 0.0004361879837233573, "learning_rate": 1.9189765458422177e-06, "loss": 0.0001, "step": 2255 }, { "epoch": 4.818763326226013, "grad_norm": 0.0017597381956875324, "learning_rate": 1.812366737739872e-06, "loss": 0.0001, "step": 2260 }, { "epoch": 4.8294243070362475, "grad_norm": 0.0004833273123949766, "learning_rate": 1.7057569296375267e-06, "loss": 0.0001, "step": 2265 }, { "epoch": 4.840085287846482, "grad_norm": 0.0011014234041795135, "learning_rate": 1.5991471215351815e-06, "loss": 0.0001, "step": 2270 }, { "epoch": 4.850746268656716, "grad_norm": 0.0008047163137234747, "learning_rate": 1.4925373134328358e-06, "loss": 0.0001, "step": 2275 }, { "epoch": 4.861407249466951, "grad_norm": 0.000460494717117399, "learning_rate": 1.3859275053304905e-06, "loss": 0.0001, "step": 2280 }, { "epoch": 4.872068230277185, "grad_norm": 0.0004246699099894613, "learning_rate": 1.279317697228145e-06, "loss": 0.0001, "step": 2285 }, { "epoch": 4.88272921108742, "grad_norm": 0.00181699323002249, "learning_rate": 1.1727078891257998e-06, "loss": 0.0001, "step": 2290 }, { "epoch": 4.893390191897654, "grad_norm": 0.0008273407584056258, "learning_rate": 1.066098081023454e-06, "loss": 0.0023, "step": 2295 }, { "epoch": 4.904051172707889, "grad_norm": 0.0008710685069672763, "learning_rate": 9.594882729211088e-07, "loss": 0.0001, "step": 2300 }, { "epoch": 4.914712153518123, "grad_norm": 0.0004400787001941353, "learning_rate": 8.528784648187634e-07, "loss": 0.0, "step": 2305 }, { "epoch": 4.925373134328359, "grad_norm": 0.00044045597314834595, "learning_rate": 7.462686567164179e-07, "loss": 0.0001, "step": 2310 }, { "epoch": 4.936034115138593, "grad_norm": 0.0005430602468550205, "learning_rate": 6.396588486140725e-07, "loss": 0.0001, "step": 2315 }, { "epoch": 4.946695095948828, "grad_norm": 0.0007467976538464427, "learning_rate": 5.33049040511727e-07, "loss": 0.0001, "step": 2320 }, { "epoch": 4.957356076759062, "grad_norm": 0.00043551583075895905, "learning_rate": 4.264392324093817e-07, "loss": 0.0, "step": 2325 }, { "epoch": 4.968017057569297, "grad_norm": 0.001559005700983107, "learning_rate": 3.1982942430703626e-07, "loss": 0.0001, "step": 2330 }, { "epoch": 4.978678038379531, "grad_norm": 0.0023596270475536585, "learning_rate": 2.1321961620469084e-07, "loss": 0.0001, "step": 2335 }, { "epoch": 4.9893390191897655, "grad_norm": 0.0004525255353655666, "learning_rate": 1.0660980810234542e-07, "loss": 0.0001, "step": 2340 }, { "epoch": 5.0, "grad_norm": 0.0022530292626470327, "learning_rate": 0.0, "loss": 0.0001, "step": 2345 }, { "epoch": 5.0, "eval_accuracy": 0.9864, "eval_loss": 0.07203464955091476, "eval_runtime": 17.7082, "eval_samples_per_second": 211.766, "eval_steps_per_second": 6.664, "step": 2345 }, { "epoch": 5.0, "step": 2345, "total_flos": 5.8118992210944e+18, "train_loss": 0.0077184250081657494, "train_runtime": 845.4564, "train_samples_per_second": 88.709, "train_steps_per_second": 2.774 } ], "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 }