| { | |
| "best_metric": 0.024724164977669716, | |
| "best_model_checkpoint": "vit_epochs5_batch32_lr5e-05_size224_tiles1_seed1_classic_image_classification\\checkpoint-1876", | |
| "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": 1.2567126750946045, | |
| "learning_rate": 4.989339019189766e-05, | |
| "loss": 0.642, | |
| "step": 5 | |
| }, | |
| { | |
| "epoch": 0.021321961620469083, | |
| "grad_norm": 1.3538587093353271, | |
| "learning_rate": 4.978678038379531e-05, | |
| "loss": 0.4891, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 0.031982942430703626, | |
| "grad_norm": 1.1701405048370361, | |
| "learning_rate": 4.9680170575692967e-05, | |
| "loss": 0.3426, | |
| "step": 15 | |
| }, | |
| { | |
| "epoch": 0.042643923240938165, | |
| "grad_norm": 1.3944813013076782, | |
| "learning_rate": 4.957356076759062e-05, | |
| "loss": 0.236, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 0.053304904051172705, | |
| "grad_norm": 2.115678548812866, | |
| "learning_rate": 4.9466950959488276e-05, | |
| "loss": 0.1691, | |
| "step": 25 | |
| }, | |
| { | |
| "epoch": 0.06396588486140725, | |
| "grad_norm": 1.9631171226501465, | |
| "learning_rate": 4.936034115138593e-05, | |
| "loss": 0.1418, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 0.07462686567164178, | |
| "grad_norm": 0.4107034206390381, | |
| "learning_rate": 4.9253731343283586e-05, | |
| "loss": 0.0867, | |
| "step": 35 | |
| }, | |
| { | |
| "epoch": 0.08528784648187633, | |
| "grad_norm": 1.5991907119750977, | |
| "learning_rate": 4.914712153518124e-05, | |
| "loss": 0.1, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 0.09594882729211088, | |
| "grad_norm": 1.274415373802185, | |
| "learning_rate": 4.904051172707889e-05, | |
| "loss": 0.1098, | |
| "step": 45 | |
| }, | |
| { | |
| "epoch": 0.10660980810234541, | |
| "grad_norm": 1.7743926048278809, | |
| "learning_rate": 4.893390191897655e-05, | |
| "loss": 0.0664, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 0.11727078891257996, | |
| "grad_norm": 0.32264184951782227, | |
| "learning_rate": 4.88272921108742e-05, | |
| "loss": 0.0683, | |
| "step": 55 | |
| }, | |
| { | |
| "epoch": 0.1279317697228145, | |
| "grad_norm": 1.0625122785568237, | |
| "learning_rate": 4.872068230277186e-05, | |
| "loss": 0.0945, | |
| "step": 60 | |
| }, | |
| { | |
| "epoch": 0.13859275053304904, | |
| "grad_norm": 0.5553732514381409, | |
| "learning_rate": 4.861407249466951e-05, | |
| "loss": 0.0851, | |
| "step": 65 | |
| }, | |
| { | |
| "epoch": 0.14925373134328357, | |
| "grad_norm": 0.5356264114379883, | |
| "learning_rate": 4.850746268656717e-05, | |
| "loss": 0.0773, | |
| "step": 70 | |
| }, | |
| { | |
| "epoch": 0.15991471215351813, | |
| "grad_norm": 1.28850257396698, | |
| "learning_rate": 4.840085287846482e-05, | |
| "loss": 0.0431, | |
| "step": 75 | |
| }, | |
| { | |
| "epoch": 0.17057569296375266, | |
| "grad_norm": 0.18133750557899475, | |
| "learning_rate": 4.829424307036248e-05, | |
| "loss": 0.0413, | |
| "step": 80 | |
| }, | |
| { | |
| "epoch": 0.1812366737739872, | |
| "grad_norm": 0.17871356010437012, | |
| "learning_rate": 4.8187633262260126e-05, | |
| "loss": 0.0268, | |
| "step": 85 | |
| }, | |
| { | |
| "epoch": 0.19189765458422176, | |
| "grad_norm": 0.15951958298683167, | |
| "learning_rate": 4.808102345415779e-05, | |
| "loss": 0.0268, | |
| "step": 90 | |
| }, | |
| { | |
| "epoch": 0.2025586353944563, | |
| "grad_norm": 0.4204452335834503, | |
| "learning_rate": 4.7974413646055436e-05, | |
| "loss": 0.0441, | |
| "step": 95 | |
| }, | |
| { | |
| "epoch": 0.21321961620469082, | |
| "grad_norm": 0.15377482771873474, | |
| "learning_rate": 4.78678038379531e-05, | |
| "loss": 0.0458, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 0.22388059701492538, | |
| "grad_norm": 0.16754835844039917, | |
| "learning_rate": 4.7761194029850745e-05, | |
| "loss": 0.0223, | |
| "step": 105 | |
| }, | |
| { | |
| "epoch": 0.2345415778251599, | |
| "grad_norm": 2.464712619781494, | |
| "learning_rate": 4.765458422174841e-05, | |
| "loss": 0.0697, | |
| "step": 110 | |
| }, | |
| { | |
| "epoch": 0.24520255863539445, | |
| "grad_norm": 1.1218258142471313, | |
| "learning_rate": 4.7547974413646055e-05, | |
| "loss": 0.0235, | |
| "step": 115 | |
| }, | |
| { | |
| "epoch": 0.255863539445629, | |
| "grad_norm": 0.5324303507804871, | |
| "learning_rate": 4.7441364605543716e-05, | |
| "loss": 0.0404, | |
| "step": 120 | |
| }, | |
| { | |
| "epoch": 0.26652452025586354, | |
| "grad_norm": 0.15958300232887268, | |
| "learning_rate": 4.7334754797441364e-05, | |
| "loss": 0.0674, | |
| "step": 125 | |
| }, | |
| { | |
| "epoch": 0.2771855010660981, | |
| "grad_norm": 0.14252367615699768, | |
| "learning_rate": 4.7228144989339026e-05, | |
| "loss": 0.016, | |
| "step": 130 | |
| }, | |
| { | |
| "epoch": 0.2878464818763326, | |
| "grad_norm": 0.10775002092123032, | |
| "learning_rate": 4.7121535181236674e-05, | |
| "loss": 0.0394, | |
| "step": 135 | |
| }, | |
| { | |
| "epoch": 0.29850746268656714, | |
| "grad_norm": 0.0994935929775238, | |
| "learning_rate": 4.7014925373134335e-05, | |
| "loss": 0.0221, | |
| "step": 140 | |
| }, | |
| { | |
| "epoch": 0.3091684434968017, | |
| "grad_norm": 0.40200895071029663, | |
| "learning_rate": 4.690831556503198e-05, | |
| "loss": 0.0446, | |
| "step": 145 | |
| }, | |
| { | |
| "epoch": 0.31982942430703626, | |
| "grad_norm": 0.0959523469209671, | |
| "learning_rate": 4.6801705756929645e-05, | |
| "loss": 0.0876, | |
| "step": 150 | |
| }, | |
| { | |
| "epoch": 0.3304904051172708, | |
| "grad_norm": 1.6825580596923828, | |
| "learning_rate": 4.669509594882729e-05, | |
| "loss": 0.0709, | |
| "step": 155 | |
| }, | |
| { | |
| "epoch": 0.3411513859275053, | |
| "grad_norm": 0.09323113411664963, | |
| "learning_rate": 4.658848614072495e-05, | |
| "loss": 0.031, | |
| "step": 160 | |
| }, | |
| { | |
| "epoch": 0.35181236673773986, | |
| "grad_norm": 3.48555588722229, | |
| "learning_rate": 4.64818763326226e-05, | |
| "loss": 0.0495, | |
| "step": 165 | |
| }, | |
| { | |
| "epoch": 0.3624733475479744, | |
| "grad_norm": 0.11460929363965988, | |
| "learning_rate": 4.637526652452026e-05, | |
| "loss": 0.0216, | |
| "step": 170 | |
| }, | |
| { | |
| "epoch": 0.373134328358209, | |
| "grad_norm": 0.5878208875656128, | |
| "learning_rate": 4.626865671641791e-05, | |
| "loss": 0.0665, | |
| "step": 175 | |
| }, | |
| { | |
| "epoch": 0.3837953091684435, | |
| "grad_norm": 0.49647751450538635, | |
| "learning_rate": 4.6162046908315566e-05, | |
| "loss": 0.0207, | |
| "step": 180 | |
| }, | |
| { | |
| "epoch": 0.39445628997867804, | |
| "grad_norm": 1.6696819067001343, | |
| "learning_rate": 4.605543710021322e-05, | |
| "loss": 0.0667, | |
| "step": 185 | |
| }, | |
| { | |
| "epoch": 0.4051172707889126, | |
| "grad_norm": 0.13710583746433258, | |
| "learning_rate": 4.5948827292110876e-05, | |
| "loss": 0.0156, | |
| "step": 190 | |
| }, | |
| { | |
| "epoch": 0.4157782515991471, | |
| "grad_norm": 0.22347423434257507, | |
| "learning_rate": 4.584221748400853e-05, | |
| "loss": 0.0212, | |
| "step": 195 | |
| }, | |
| { | |
| "epoch": 0.42643923240938164, | |
| "grad_norm": 3.933608293533325, | |
| "learning_rate": 4.5735607675906185e-05, | |
| "loss": 0.0454, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 0.43710021321961623, | |
| "grad_norm": 0.0807705745100975, | |
| "learning_rate": 4.562899786780384e-05, | |
| "loss": 0.0119, | |
| "step": 205 | |
| }, | |
| { | |
| "epoch": 0.44776119402985076, | |
| "grad_norm": 0.07300090044736862, | |
| "learning_rate": 4.5522388059701495e-05, | |
| "loss": 0.0128, | |
| "step": 210 | |
| }, | |
| { | |
| "epoch": 0.4584221748400853, | |
| "grad_norm": 0.8413541913032532, | |
| "learning_rate": 4.541577825159915e-05, | |
| "loss": 0.0129, | |
| "step": 215 | |
| }, | |
| { | |
| "epoch": 0.4690831556503198, | |
| "grad_norm": 0.06723010540008545, | |
| "learning_rate": 4.5309168443496804e-05, | |
| "loss": 0.0113, | |
| "step": 220 | |
| }, | |
| { | |
| "epoch": 0.47974413646055436, | |
| "grad_norm": 0.4990728795528412, | |
| "learning_rate": 4.520255863539446e-05, | |
| "loss": 0.0522, | |
| "step": 225 | |
| }, | |
| { | |
| "epoch": 0.4904051172707889, | |
| "grad_norm": 2.1194300651550293, | |
| "learning_rate": 4.5095948827292114e-05, | |
| "loss": 0.0349, | |
| "step": 230 | |
| }, | |
| { | |
| "epoch": 0.5010660980810234, | |
| "grad_norm": 1.9606651067733765, | |
| "learning_rate": 4.498933901918977e-05, | |
| "loss": 0.0108, | |
| "step": 235 | |
| }, | |
| { | |
| "epoch": 0.511727078891258, | |
| "grad_norm": 9.19564151763916, | |
| "learning_rate": 4.488272921108742e-05, | |
| "loss": 0.038, | |
| "step": 240 | |
| }, | |
| { | |
| "epoch": 0.5223880597014925, | |
| "grad_norm": 0.06613659113645554, | |
| "learning_rate": 4.477611940298508e-05, | |
| "loss": 0.0281, | |
| "step": 245 | |
| }, | |
| { | |
| "epoch": 0.5330490405117271, | |
| "grad_norm": 4.227926254272461, | |
| "learning_rate": 4.466950959488273e-05, | |
| "loss": 0.0399, | |
| "step": 250 | |
| }, | |
| { | |
| "epoch": 0.5437100213219617, | |
| "grad_norm": 0.21188561618328094, | |
| "learning_rate": 4.456289978678039e-05, | |
| "loss": 0.0096, | |
| "step": 255 | |
| }, | |
| { | |
| "epoch": 0.5543710021321961, | |
| "grad_norm": 3.619363307952881, | |
| "learning_rate": 4.445628997867804e-05, | |
| "loss": 0.0709, | |
| "step": 260 | |
| }, | |
| { | |
| "epoch": 0.5650319829424307, | |
| "grad_norm": 0.06145023927092552, | |
| "learning_rate": 4.43496801705757e-05, | |
| "loss": 0.0368, | |
| "step": 265 | |
| }, | |
| { | |
| "epoch": 0.5756929637526652, | |
| "grad_norm": 0.0769047662615776, | |
| "learning_rate": 4.424307036247335e-05, | |
| "loss": 0.0418, | |
| "step": 270 | |
| }, | |
| { | |
| "epoch": 0.5863539445628998, | |
| "grad_norm": 0.5211371779441833, | |
| "learning_rate": 4.4136460554371006e-05, | |
| "loss": 0.0243, | |
| "step": 275 | |
| }, | |
| { | |
| "epoch": 0.5970149253731343, | |
| "grad_norm": 6.135162830352783, | |
| "learning_rate": 4.402985074626866e-05, | |
| "loss": 0.0365, | |
| "step": 280 | |
| }, | |
| { | |
| "epoch": 0.6076759061833689, | |
| "grad_norm": 0.081791453063488, | |
| "learning_rate": 4.3923240938166316e-05, | |
| "loss": 0.0611, | |
| "step": 285 | |
| }, | |
| { | |
| "epoch": 0.6183368869936035, | |
| "grad_norm": 0.07080066949129105, | |
| "learning_rate": 4.381663113006397e-05, | |
| "loss": 0.0506, | |
| "step": 290 | |
| }, | |
| { | |
| "epoch": 0.6289978678038379, | |
| "grad_norm": 5.437733173370361, | |
| "learning_rate": 4.3710021321961625e-05, | |
| "loss": 0.0302, | |
| "step": 295 | |
| }, | |
| { | |
| "epoch": 0.6396588486140725, | |
| "grad_norm": 0.05375446379184723, | |
| "learning_rate": 4.360341151385928e-05, | |
| "loss": 0.0137, | |
| "step": 300 | |
| }, | |
| { | |
| "epoch": 0.650319829424307, | |
| "grad_norm": 0.4377392828464508, | |
| "learning_rate": 4.3496801705756935e-05, | |
| "loss": 0.0621, | |
| "step": 305 | |
| }, | |
| { | |
| "epoch": 0.6609808102345416, | |
| "grad_norm": 0.05853692814707756, | |
| "learning_rate": 4.339019189765459e-05, | |
| "loss": 0.0095, | |
| "step": 310 | |
| }, | |
| { | |
| "epoch": 0.6716417910447762, | |
| "grad_norm": 1.8842341899871826, | |
| "learning_rate": 4.328358208955224e-05, | |
| "loss": 0.1015, | |
| "step": 315 | |
| }, | |
| { | |
| "epoch": 0.6823027718550106, | |
| "grad_norm": 0.055179413408041, | |
| "learning_rate": 4.31769722814499e-05, | |
| "loss": 0.0075, | |
| "step": 320 | |
| }, | |
| { | |
| "epoch": 0.6929637526652452, | |
| "grad_norm": 0.054512593895196915, | |
| "learning_rate": 4.307036247334755e-05, | |
| "loss": 0.0531, | |
| "step": 325 | |
| }, | |
| { | |
| "epoch": 0.7036247334754797, | |
| "grad_norm": 0.0497431717813015, | |
| "learning_rate": 4.29637526652452e-05, | |
| "loss": 0.0362, | |
| "step": 330 | |
| }, | |
| { | |
| "epoch": 0.7142857142857143, | |
| "grad_norm": 0.15405867993831635, | |
| "learning_rate": 4.2857142857142856e-05, | |
| "loss": 0.0481, | |
| "step": 335 | |
| }, | |
| { | |
| "epoch": 0.7249466950959488, | |
| "grad_norm": 0.04826023057103157, | |
| "learning_rate": 4.275053304904051e-05, | |
| "loss": 0.0199, | |
| "step": 340 | |
| }, | |
| { | |
| "epoch": 0.7356076759061834, | |
| "grad_norm": 0.05482298508286476, | |
| "learning_rate": 4.2643923240938166e-05, | |
| "loss": 0.0581, | |
| "step": 345 | |
| }, | |
| { | |
| "epoch": 0.746268656716418, | |
| "grad_norm": 0.0809388980269432, | |
| "learning_rate": 4.253731343283582e-05, | |
| "loss": 0.0264, | |
| "step": 350 | |
| }, | |
| { | |
| "epoch": 0.7569296375266524, | |
| "grad_norm": 0.05720314383506775, | |
| "learning_rate": 4.2430703624733475e-05, | |
| "loss": 0.0102, | |
| "step": 355 | |
| }, | |
| { | |
| "epoch": 0.767590618336887, | |
| "grad_norm": 1.6452670097351074, | |
| "learning_rate": 4.232409381663113e-05, | |
| "loss": 0.0335, | |
| "step": 360 | |
| }, | |
| { | |
| "epoch": 0.7782515991471215, | |
| "grad_norm": 2.9225914478302, | |
| "learning_rate": 4.2217484008528785e-05, | |
| "loss": 0.0105, | |
| "step": 365 | |
| }, | |
| { | |
| "epoch": 0.7889125799573561, | |
| "grad_norm": 0.04976259917020798, | |
| "learning_rate": 4.211087420042644e-05, | |
| "loss": 0.0305, | |
| "step": 370 | |
| }, | |
| { | |
| "epoch": 0.7995735607675906, | |
| "grad_norm": 0.068101666867733, | |
| "learning_rate": 4.2004264392324094e-05, | |
| "loss": 0.033, | |
| "step": 375 | |
| }, | |
| { | |
| "epoch": 0.8102345415778252, | |
| "grad_norm": 3.587697982788086, | |
| "learning_rate": 4.189765458422175e-05, | |
| "loss": 0.012, | |
| "step": 380 | |
| }, | |
| { | |
| "epoch": 0.8208955223880597, | |
| "grad_norm": 2.2964396476745605, | |
| "learning_rate": 4.1791044776119404e-05, | |
| "loss": 0.0381, | |
| "step": 385 | |
| }, | |
| { | |
| "epoch": 0.8315565031982942, | |
| "grad_norm": 0.20035025477409363, | |
| "learning_rate": 4.168443496801706e-05, | |
| "loss": 0.0916, | |
| "step": 390 | |
| }, | |
| { | |
| "epoch": 0.8422174840085288, | |
| "grad_norm": 0.08300536870956421, | |
| "learning_rate": 4.157782515991471e-05, | |
| "loss": 0.0304, | |
| "step": 395 | |
| }, | |
| { | |
| "epoch": 0.8528784648187633, | |
| "grad_norm": 0.0842461958527565, | |
| "learning_rate": 4.147121535181237e-05, | |
| "loss": 0.0555, | |
| "step": 400 | |
| }, | |
| { | |
| "epoch": 0.8635394456289979, | |
| "grad_norm": 1.019338846206665, | |
| "learning_rate": 4.136460554371002e-05, | |
| "loss": 0.0907, | |
| "step": 405 | |
| }, | |
| { | |
| "epoch": 0.8742004264392325, | |
| "grad_norm": 1.417564034461975, | |
| "learning_rate": 4.125799573560768e-05, | |
| "loss": 0.0751, | |
| "step": 410 | |
| }, | |
| { | |
| "epoch": 0.8848614072494669, | |
| "grad_norm": 0.34951287508010864, | |
| "learning_rate": 4.115138592750533e-05, | |
| "loss": 0.0099, | |
| "step": 415 | |
| }, | |
| { | |
| "epoch": 0.8955223880597015, | |
| "grad_norm": 0.12608490884304047, | |
| "learning_rate": 4.104477611940299e-05, | |
| "loss": 0.0247, | |
| "step": 420 | |
| }, | |
| { | |
| "epoch": 0.906183368869936, | |
| "grad_norm": 0.5821333527565002, | |
| "learning_rate": 4.093816631130064e-05, | |
| "loss": 0.0395, | |
| "step": 425 | |
| }, | |
| { | |
| "epoch": 0.9168443496801706, | |
| "grad_norm": 1.0737979412078857, | |
| "learning_rate": 4.0831556503198296e-05, | |
| "loss": 0.0375, | |
| "step": 430 | |
| }, | |
| { | |
| "epoch": 0.9275053304904051, | |
| "grad_norm": 3.866457939147949, | |
| "learning_rate": 4.072494669509595e-05, | |
| "loss": 0.0189, | |
| "step": 435 | |
| }, | |
| { | |
| "epoch": 0.9381663113006397, | |
| "grad_norm": 0.06562425196170807, | |
| "learning_rate": 4.0618336886993606e-05, | |
| "loss": 0.0373, | |
| "step": 440 | |
| }, | |
| { | |
| "epoch": 0.9488272921108742, | |
| "grad_norm": 0.2278442084789276, | |
| "learning_rate": 4.051172707889126e-05, | |
| "loss": 0.047, | |
| "step": 445 | |
| }, | |
| { | |
| "epoch": 0.9594882729211087, | |
| "grad_norm": 0.05468602105975151, | |
| "learning_rate": 4.0405117270788915e-05, | |
| "loss": 0.0061, | |
| "step": 450 | |
| }, | |
| { | |
| "epoch": 0.9701492537313433, | |
| "grad_norm": 0.8784050941467285, | |
| "learning_rate": 4.029850746268657e-05, | |
| "loss": 0.0243, | |
| "step": 455 | |
| }, | |
| { | |
| "epoch": 0.9808102345415778, | |
| "grad_norm": 3.179516553878784, | |
| "learning_rate": 4.0191897654584225e-05, | |
| "loss": 0.0569, | |
| "step": 460 | |
| }, | |
| { | |
| "epoch": 0.9914712153518124, | |
| "grad_norm": 1.1745928525924683, | |
| "learning_rate": 4.008528784648188e-05, | |
| "loss": 0.0533, | |
| "step": 465 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.9733333333333334, | |
| "eval_loss": 0.0818064734339714, | |
| "eval_runtime": 16.5375, | |
| "eval_samples_per_second": 226.757, | |
| "eval_steps_per_second": 7.135, | |
| "step": 469 | |
| }, | |
| { | |
| "epoch": 1.0021321961620469, | |
| "grad_norm": 0.06827237457036972, | |
| "learning_rate": 3.997867803837953e-05, | |
| "loss": 0.0325, | |
| "step": 470 | |
| }, | |
| { | |
| "epoch": 1.0127931769722816, | |
| "grad_norm": 0.0652860701084137, | |
| "learning_rate": 3.987206823027719e-05, | |
| "loss": 0.0438, | |
| "step": 475 | |
| }, | |
| { | |
| "epoch": 1.023454157782516, | |
| "grad_norm": 0.03856111317873001, | |
| "learning_rate": 3.976545842217484e-05, | |
| "loss": 0.028, | |
| "step": 480 | |
| }, | |
| { | |
| "epoch": 1.0341151385927505, | |
| "grad_norm": 0.2875308096408844, | |
| "learning_rate": 3.96588486140725e-05, | |
| "loss": 0.0124, | |
| "step": 485 | |
| }, | |
| { | |
| "epoch": 1.044776119402985, | |
| "grad_norm": 0.09098055213689804, | |
| "learning_rate": 3.9552238805970146e-05, | |
| "loss": 0.038, | |
| "step": 490 | |
| }, | |
| { | |
| "epoch": 1.0554371002132197, | |
| "grad_norm": 0.11972873657941818, | |
| "learning_rate": 3.944562899786781e-05, | |
| "loss": 0.0176, | |
| "step": 495 | |
| }, | |
| { | |
| "epoch": 1.0660980810234542, | |
| "grad_norm": 0.05295296385884285, | |
| "learning_rate": 3.9339019189765456e-05, | |
| "loss": 0.0059, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 1.0767590618336886, | |
| "grad_norm": 0.0477861650288105, | |
| "learning_rate": 3.923240938166312e-05, | |
| "loss": 0.0049, | |
| "step": 505 | |
| }, | |
| { | |
| "epoch": 1.0874200426439233, | |
| "grad_norm": 3.127377986907959, | |
| "learning_rate": 3.9125799573560765e-05, | |
| "loss": 0.0202, | |
| "step": 510 | |
| }, | |
| { | |
| "epoch": 1.0980810234541578, | |
| "grad_norm": 0.044001467525959015, | |
| "learning_rate": 3.901918976545843e-05, | |
| "loss": 0.0083, | |
| "step": 515 | |
| }, | |
| { | |
| "epoch": 1.1087420042643923, | |
| "grad_norm": 0.05000412091612816, | |
| "learning_rate": 3.8912579957356075e-05, | |
| "loss": 0.0058, | |
| "step": 520 | |
| }, | |
| { | |
| "epoch": 1.1194029850746268, | |
| "grad_norm": 0.09975217282772064, | |
| "learning_rate": 3.8805970149253736e-05, | |
| "loss": 0.0051, | |
| "step": 525 | |
| }, | |
| { | |
| "epoch": 1.1300639658848615, | |
| "grad_norm": 0.06310124695301056, | |
| "learning_rate": 3.8699360341151384e-05, | |
| "loss": 0.0167, | |
| "step": 530 | |
| }, | |
| { | |
| "epoch": 1.140724946695096, | |
| "grad_norm": 0.036271832883358, | |
| "learning_rate": 3.8592750533049046e-05, | |
| "loss": 0.005, | |
| "step": 535 | |
| }, | |
| { | |
| "epoch": 1.1513859275053304, | |
| "grad_norm": 0.6132103800773621, | |
| "learning_rate": 3.8486140724946694e-05, | |
| "loss": 0.0378, | |
| "step": 540 | |
| }, | |
| { | |
| "epoch": 1.1620469083155651, | |
| "grad_norm": 0.18139950931072235, | |
| "learning_rate": 3.8379530916844355e-05, | |
| "loss": 0.0202, | |
| "step": 545 | |
| }, | |
| { | |
| "epoch": 1.1727078891257996, | |
| "grad_norm": 0.039762232452631, | |
| "learning_rate": 3.8272921108742e-05, | |
| "loss": 0.0043, | |
| "step": 550 | |
| }, | |
| { | |
| "epoch": 1.183368869936034, | |
| "grad_norm": 2.904137134552002, | |
| "learning_rate": 3.8166311300639665e-05, | |
| "loss": 0.0175, | |
| "step": 555 | |
| }, | |
| { | |
| "epoch": 1.1940298507462686, | |
| "grad_norm": 0.032053444534540176, | |
| "learning_rate": 3.805970149253731e-05, | |
| "loss": 0.0048, | |
| "step": 560 | |
| }, | |
| { | |
| "epoch": 1.2046908315565032, | |
| "grad_norm": 0.05431621894240379, | |
| "learning_rate": 3.7953091684434974e-05, | |
| "loss": 0.0059, | |
| "step": 565 | |
| }, | |
| { | |
| "epoch": 1.2153518123667377, | |
| "grad_norm": 0.031247926875948906, | |
| "learning_rate": 3.784648187633262e-05, | |
| "loss": 0.0038, | |
| "step": 570 | |
| }, | |
| { | |
| "epoch": 1.2260127931769722, | |
| "grad_norm": 0.14448019862174988, | |
| "learning_rate": 3.7739872068230284e-05, | |
| "loss": 0.0039, | |
| "step": 575 | |
| }, | |
| { | |
| "epoch": 1.236673773987207, | |
| "grad_norm": 0.04965840280056, | |
| "learning_rate": 3.763326226012793e-05, | |
| "loss": 0.0038, | |
| "step": 580 | |
| }, | |
| { | |
| "epoch": 1.2473347547974414, | |
| "grad_norm": 0.03658933565020561, | |
| "learning_rate": 3.752665245202559e-05, | |
| "loss": 0.0049, | |
| "step": 585 | |
| }, | |
| { | |
| "epoch": 1.2579957356076759, | |
| "grad_norm": 0.0635569840669632, | |
| "learning_rate": 3.742004264392324e-05, | |
| "loss": 0.004, | |
| "step": 590 | |
| }, | |
| { | |
| "epoch": 1.2686567164179103, | |
| "grad_norm": 0.027837136760354042, | |
| "learning_rate": 3.73134328358209e-05, | |
| "loss": 0.0035, | |
| "step": 595 | |
| }, | |
| { | |
| "epoch": 1.279317697228145, | |
| "grad_norm": 1.39699387550354, | |
| "learning_rate": 3.720682302771855e-05, | |
| "loss": 0.0055, | |
| "step": 600 | |
| }, | |
| { | |
| "epoch": 1.2899786780383795, | |
| "grad_norm": 3.0259928703308105, | |
| "learning_rate": 3.710021321961621e-05, | |
| "loss": 0.0062, | |
| "step": 605 | |
| }, | |
| { | |
| "epoch": 1.3006396588486142, | |
| "grad_norm": 0.026535384356975555, | |
| "learning_rate": 3.699360341151386e-05, | |
| "loss": 0.0033, | |
| "step": 610 | |
| }, | |
| { | |
| "epoch": 1.3113006396588487, | |
| "grad_norm": 0.025836490094661713, | |
| "learning_rate": 3.6886993603411515e-05, | |
| "loss": 0.0376, | |
| "step": 615 | |
| }, | |
| { | |
| "epoch": 1.3219616204690832, | |
| "grad_norm": 0.027299480512738228, | |
| "learning_rate": 3.678038379530917e-05, | |
| "loss": 0.0033, | |
| "step": 620 | |
| }, | |
| { | |
| "epoch": 1.3326226012793176, | |
| "grad_norm": 0.06287551671266556, | |
| "learning_rate": 3.6673773987206824e-05, | |
| "loss": 0.0101, | |
| "step": 625 | |
| }, | |
| { | |
| "epoch": 1.3432835820895521, | |
| "grad_norm": 0.026839163154363632, | |
| "learning_rate": 3.656716417910448e-05, | |
| "loss": 0.0038, | |
| "step": 630 | |
| }, | |
| { | |
| "epoch": 1.3539445628997868, | |
| "grad_norm": 0.02797815576195717, | |
| "learning_rate": 3.6460554371002134e-05, | |
| "loss": 0.0037, | |
| "step": 635 | |
| }, | |
| { | |
| "epoch": 1.3646055437100213, | |
| "grad_norm": 0.02635449357330799, | |
| "learning_rate": 3.635394456289979e-05, | |
| "loss": 0.0092, | |
| "step": 640 | |
| }, | |
| { | |
| "epoch": 1.375266524520256, | |
| "grad_norm": 0.11475779861211777, | |
| "learning_rate": 3.624733475479744e-05, | |
| "loss": 0.0034, | |
| "step": 645 | |
| }, | |
| { | |
| "epoch": 1.3859275053304905, | |
| "grad_norm": 0.02528528869152069, | |
| "learning_rate": 3.61407249466951e-05, | |
| "loss": 0.0269, | |
| "step": 650 | |
| }, | |
| { | |
| "epoch": 1.396588486140725, | |
| "grad_norm": 0.02465369552373886, | |
| "learning_rate": 3.603411513859275e-05, | |
| "loss": 0.0039, | |
| "step": 655 | |
| }, | |
| { | |
| "epoch": 1.4072494669509594, | |
| "grad_norm": 0.025823432952165604, | |
| "learning_rate": 3.592750533049041e-05, | |
| "loss": 0.0189, | |
| "step": 660 | |
| }, | |
| { | |
| "epoch": 1.417910447761194, | |
| "grad_norm": 0.024902813136577606, | |
| "learning_rate": 3.582089552238806e-05, | |
| "loss": 0.0095, | |
| "step": 665 | |
| }, | |
| { | |
| "epoch": 1.4285714285714286, | |
| "grad_norm": 0.022751104086637497, | |
| "learning_rate": 3.571428571428572e-05, | |
| "loss": 0.0078, | |
| "step": 670 | |
| }, | |
| { | |
| "epoch": 1.439232409381663, | |
| "grad_norm": 0.024917876347899437, | |
| "learning_rate": 3.560767590618337e-05, | |
| "loss": 0.003, | |
| "step": 675 | |
| }, | |
| { | |
| "epoch": 1.4498933901918978, | |
| "grad_norm": 0.025312010198831558, | |
| "learning_rate": 3.5501066098081026e-05, | |
| "loss": 0.0639, | |
| "step": 680 | |
| }, | |
| { | |
| "epoch": 1.4605543710021323, | |
| "grad_norm": 0.21212908625602722, | |
| "learning_rate": 3.539445628997868e-05, | |
| "loss": 0.0049, | |
| "step": 685 | |
| }, | |
| { | |
| "epoch": 1.4712153518123667, | |
| "grad_norm": 0.33906319737434387, | |
| "learning_rate": 3.5287846481876336e-05, | |
| "loss": 0.0037, | |
| "step": 690 | |
| }, | |
| { | |
| "epoch": 1.4818763326226012, | |
| "grad_norm": 0.026129761710762978, | |
| "learning_rate": 3.518123667377399e-05, | |
| "loss": 0.0148, | |
| "step": 695 | |
| }, | |
| { | |
| "epoch": 1.4925373134328357, | |
| "grad_norm": 0.2674362361431122, | |
| "learning_rate": 3.5074626865671645e-05, | |
| "loss": 0.0125, | |
| "step": 700 | |
| }, | |
| { | |
| "epoch": 1.5031982942430704, | |
| "grad_norm": 0.02207585982978344, | |
| "learning_rate": 3.496801705756929e-05, | |
| "loss": 0.0034, | |
| "step": 705 | |
| }, | |
| { | |
| "epoch": 1.5138592750533049, | |
| "grad_norm": 0.022782066836953163, | |
| "learning_rate": 3.4861407249466955e-05, | |
| "loss": 0.0038, | |
| "step": 710 | |
| }, | |
| { | |
| "epoch": 1.5245202558635396, | |
| "grad_norm": 0.024613749235868454, | |
| "learning_rate": 3.47547974413646e-05, | |
| "loss": 0.0027, | |
| "step": 715 | |
| }, | |
| { | |
| "epoch": 1.535181236673774, | |
| "grad_norm": 0.025194577872753143, | |
| "learning_rate": 3.4648187633262264e-05, | |
| "loss": 0.004, | |
| "step": 720 | |
| }, | |
| { | |
| "epoch": 1.5458422174840085, | |
| "grad_norm": 0.023784196004271507, | |
| "learning_rate": 3.454157782515991e-05, | |
| "loss": 0.0055, | |
| "step": 725 | |
| }, | |
| { | |
| "epoch": 1.556503198294243, | |
| "grad_norm": 0.04763465374708176, | |
| "learning_rate": 3.4434968017057574e-05, | |
| "loss": 0.0036, | |
| "step": 730 | |
| }, | |
| { | |
| "epoch": 1.5671641791044775, | |
| "grad_norm": 0.02031880058348179, | |
| "learning_rate": 3.432835820895522e-05, | |
| "loss": 0.0303, | |
| "step": 735 | |
| }, | |
| { | |
| "epoch": 1.5778251599147122, | |
| "grad_norm": 0.021390356123447418, | |
| "learning_rate": 3.422174840085288e-05, | |
| "loss": 0.0039, | |
| "step": 740 | |
| }, | |
| { | |
| "epoch": 1.5884861407249466, | |
| "grad_norm": 0.02824382856488228, | |
| "learning_rate": 3.411513859275053e-05, | |
| "loss": 0.0084, | |
| "step": 745 | |
| }, | |
| { | |
| "epoch": 1.5991471215351813, | |
| "grad_norm": 0.02049950882792473, | |
| "learning_rate": 3.400852878464819e-05, | |
| "loss": 0.0557, | |
| "step": 750 | |
| }, | |
| { | |
| "epoch": 1.6098081023454158, | |
| "grad_norm": 0.02126970887184143, | |
| "learning_rate": 3.390191897654584e-05, | |
| "loss": 0.0034, | |
| "step": 755 | |
| }, | |
| { | |
| "epoch": 1.6204690831556503, | |
| "grad_norm": 0.019766928628087044, | |
| "learning_rate": 3.37953091684435e-05, | |
| "loss": 0.0059, | |
| "step": 760 | |
| }, | |
| { | |
| "epoch": 1.6311300639658848, | |
| "grad_norm": 0.0202566497027874, | |
| "learning_rate": 3.368869936034115e-05, | |
| "loss": 0.0025, | |
| "step": 765 | |
| }, | |
| { | |
| "epoch": 1.6417910447761193, | |
| "grad_norm": 0.019975759088993073, | |
| "learning_rate": 3.358208955223881e-05, | |
| "loss": 0.0064, | |
| "step": 770 | |
| }, | |
| { | |
| "epoch": 1.652452025586354, | |
| "grad_norm": 0.020405394956469536, | |
| "learning_rate": 3.347547974413646e-05, | |
| "loss": 0.0308, | |
| "step": 775 | |
| }, | |
| { | |
| "epoch": 1.6631130063965884, | |
| "grad_norm": 0.019549036398530006, | |
| "learning_rate": 3.336886993603412e-05, | |
| "loss": 0.0229, | |
| "step": 780 | |
| }, | |
| { | |
| "epoch": 1.6737739872068231, | |
| "grad_norm": 0.019896037876605988, | |
| "learning_rate": 3.326226012793177e-05, | |
| "loss": 0.0028, | |
| "step": 785 | |
| }, | |
| { | |
| "epoch": 1.6844349680170576, | |
| "grad_norm": 0.019387420266866684, | |
| "learning_rate": 3.3155650319829424e-05, | |
| "loss": 0.0098, | |
| "step": 790 | |
| }, | |
| { | |
| "epoch": 1.695095948827292, | |
| "grad_norm": 0.02730773575603962, | |
| "learning_rate": 3.304904051172708e-05, | |
| "loss": 0.0024, | |
| "step": 795 | |
| }, | |
| { | |
| "epoch": 1.7057569296375266, | |
| "grad_norm": 0.04167855903506279, | |
| "learning_rate": 3.294243070362473e-05, | |
| "loss": 0.0066, | |
| "step": 800 | |
| }, | |
| { | |
| "epoch": 1.716417910447761, | |
| "grad_norm": 0.021796202287077904, | |
| "learning_rate": 3.283582089552239e-05, | |
| "loss": 0.0023, | |
| "step": 805 | |
| }, | |
| { | |
| "epoch": 1.7270788912579957, | |
| "grad_norm": 1.0335674285888672, | |
| "learning_rate": 3.272921108742004e-05, | |
| "loss": 0.0388, | |
| "step": 810 | |
| }, | |
| { | |
| "epoch": 1.7377398720682304, | |
| "grad_norm": 3.0446865558624268, | |
| "learning_rate": 3.26226012793177e-05, | |
| "loss": 0.0409, | |
| "step": 815 | |
| }, | |
| { | |
| "epoch": 1.748400852878465, | |
| "grad_norm": 0.019520392641425133, | |
| "learning_rate": 3.251599147121535e-05, | |
| "loss": 0.0024, | |
| "step": 820 | |
| }, | |
| { | |
| "epoch": 1.7590618336886994, | |
| "grad_norm": 0.02665073238313198, | |
| "learning_rate": 3.240938166311301e-05, | |
| "loss": 0.0024, | |
| "step": 825 | |
| }, | |
| { | |
| "epoch": 1.7697228144989339, | |
| "grad_norm": 0.033884141594171524, | |
| "learning_rate": 3.230277185501066e-05, | |
| "loss": 0.0056, | |
| "step": 830 | |
| }, | |
| { | |
| "epoch": 1.7803837953091683, | |
| "grad_norm": 0.018473170697689056, | |
| "learning_rate": 3.2196162046908317e-05, | |
| "loss": 0.0026, | |
| "step": 835 | |
| }, | |
| { | |
| "epoch": 1.7910447761194028, | |
| "grad_norm": 0.018962884321808815, | |
| "learning_rate": 3.208955223880597e-05, | |
| "loss": 0.0026, | |
| "step": 840 | |
| }, | |
| { | |
| "epoch": 1.8017057569296375, | |
| "grad_norm": 0.020032551139593124, | |
| "learning_rate": 3.1982942430703626e-05, | |
| "loss": 0.0023, | |
| "step": 845 | |
| }, | |
| { | |
| "epoch": 1.8123667377398722, | |
| "grad_norm": 0.019089415669441223, | |
| "learning_rate": 3.187633262260128e-05, | |
| "loss": 0.0024, | |
| "step": 850 | |
| }, | |
| { | |
| "epoch": 1.8230277185501067, | |
| "grad_norm": 0.01713535375893116, | |
| "learning_rate": 3.1769722814498935e-05, | |
| "loss": 0.0059, | |
| "step": 855 | |
| }, | |
| { | |
| "epoch": 1.8336886993603412, | |
| "grad_norm": 0.019119979813694954, | |
| "learning_rate": 3.166311300639659e-05, | |
| "loss": 0.0022, | |
| "step": 860 | |
| }, | |
| { | |
| "epoch": 1.8443496801705757, | |
| "grad_norm": 5.530079364776611, | |
| "learning_rate": 3.1556503198294245e-05, | |
| "loss": 0.0241, | |
| "step": 865 | |
| }, | |
| { | |
| "epoch": 1.8550106609808101, | |
| "grad_norm": 0.025466658174991608, | |
| "learning_rate": 3.14498933901919e-05, | |
| "loss": 0.006, | |
| "step": 870 | |
| }, | |
| { | |
| "epoch": 1.8656716417910446, | |
| "grad_norm": 4.075272560119629, | |
| "learning_rate": 3.1343283582089554e-05, | |
| "loss": 0.01, | |
| "step": 875 | |
| }, | |
| { | |
| "epoch": 1.8763326226012793, | |
| "grad_norm": 0.022275226190686226, | |
| "learning_rate": 3.123667377398721e-05, | |
| "loss": 0.0022, | |
| "step": 880 | |
| }, | |
| { | |
| "epoch": 1.886993603411514, | |
| "grad_norm": 0.08238299190998077, | |
| "learning_rate": 3.1130063965884864e-05, | |
| "loss": 0.0023, | |
| "step": 885 | |
| }, | |
| { | |
| "epoch": 1.8976545842217485, | |
| "grad_norm": 0.017617972567677498, | |
| "learning_rate": 3.102345415778252e-05, | |
| "loss": 0.0139, | |
| "step": 890 | |
| }, | |
| { | |
| "epoch": 1.908315565031983, | |
| "grad_norm": 0.016991961747407913, | |
| "learning_rate": 3.0916844349680173e-05, | |
| "loss": 0.0026, | |
| "step": 895 | |
| }, | |
| { | |
| "epoch": 1.9189765458422174, | |
| "grad_norm": 0.016072068363428116, | |
| "learning_rate": 3.081023454157783e-05, | |
| "loss": 0.0021, | |
| "step": 900 | |
| }, | |
| { | |
| "epoch": 1.929637526652452, | |
| "grad_norm": 0.01626187562942505, | |
| "learning_rate": 3.070362473347548e-05, | |
| "loss": 0.0022, | |
| "step": 905 | |
| }, | |
| { | |
| "epoch": 1.9402985074626866, | |
| "grad_norm": 2.3906805515289307, | |
| "learning_rate": 3.059701492537314e-05, | |
| "loss": 0.033, | |
| "step": 910 | |
| }, | |
| { | |
| "epoch": 1.950959488272921, | |
| "grad_norm": 0.04245917871594429, | |
| "learning_rate": 3.0490405117270792e-05, | |
| "loss": 0.0021, | |
| "step": 915 | |
| }, | |
| { | |
| "epoch": 1.9616204690831558, | |
| "grad_norm": 0.019344056025147438, | |
| "learning_rate": 3.0383795309168444e-05, | |
| "loss": 0.0026, | |
| "step": 920 | |
| }, | |
| { | |
| "epoch": 1.9722814498933903, | |
| "grad_norm": 4.797880172729492, | |
| "learning_rate": 3.0277185501066102e-05, | |
| "loss": 0.0201, | |
| "step": 925 | |
| }, | |
| { | |
| "epoch": 1.9829424307036247, | |
| "grad_norm": 0.01574319414794445, | |
| "learning_rate": 3.0170575692963753e-05, | |
| "loss": 0.002, | |
| "step": 930 | |
| }, | |
| { | |
| "epoch": 1.9936034115138592, | |
| "grad_norm": 0.018245955929160118, | |
| "learning_rate": 3.006396588486141e-05, | |
| "loss": 0.0019, | |
| "step": 935 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.9928, | |
| "eval_loss": 0.02574796974658966, | |
| "eval_runtime": 16.4989, | |
| "eval_samples_per_second": 227.288, | |
| "eval_steps_per_second": 7.152, | |
| "step": 938 | |
| }, | |
| { | |
| "epoch": 2.0042643923240937, | |
| "grad_norm": 0.016762305051088333, | |
| "learning_rate": 2.9957356076759063e-05, | |
| "loss": 0.0019, | |
| "step": 940 | |
| }, | |
| { | |
| "epoch": 2.014925373134328, | |
| "grad_norm": 0.017123844474554062, | |
| "learning_rate": 2.9850746268656714e-05, | |
| "loss": 0.0021, | |
| "step": 945 | |
| }, | |
| { | |
| "epoch": 2.025586353944563, | |
| "grad_norm": 0.017272012308239937, | |
| "learning_rate": 2.9744136460554372e-05, | |
| "loss": 0.002, | |
| "step": 950 | |
| }, | |
| { | |
| "epoch": 2.0362473347547976, | |
| "grad_norm": 0.015683073550462723, | |
| "learning_rate": 2.9637526652452023e-05, | |
| "loss": 0.002, | |
| "step": 955 | |
| }, | |
| { | |
| "epoch": 2.046908315565032, | |
| "grad_norm": 0.014545220881700516, | |
| "learning_rate": 2.953091684434968e-05, | |
| "loss": 0.002, | |
| "step": 960 | |
| }, | |
| { | |
| "epoch": 2.0575692963752665, | |
| "grad_norm": 0.1848621368408203, | |
| "learning_rate": 2.9424307036247333e-05, | |
| "loss": 0.0022, | |
| "step": 965 | |
| }, | |
| { | |
| "epoch": 2.068230277185501, | |
| "grad_norm": 0.015435046516358852, | |
| "learning_rate": 2.931769722814499e-05, | |
| "loss": 0.0018, | |
| "step": 970 | |
| }, | |
| { | |
| "epoch": 2.0788912579957355, | |
| "grad_norm": 0.016446534544229507, | |
| "learning_rate": 2.9211087420042642e-05, | |
| "loss": 0.0019, | |
| "step": 975 | |
| }, | |
| { | |
| "epoch": 2.08955223880597, | |
| "grad_norm": 0.014508787542581558, | |
| "learning_rate": 2.91044776119403e-05, | |
| "loss": 0.0021, | |
| "step": 980 | |
| }, | |
| { | |
| "epoch": 2.100213219616205, | |
| "grad_norm": 0.3053794503211975, | |
| "learning_rate": 2.8997867803837952e-05, | |
| "loss": 0.002, | |
| "step": 985 | |
| }, | |
| { | |
| "epoch": 2.1108742004264394, | |
| "grad_norm": 0.014296243898570538, | |
| "learning_rate": 2.889125799573561e-05, | |
| "loss": 0.0017, | |
| "step": 990 | |
| }, | |
| { | |
| "epoch": 2.121535181236674, | |
| "grad_norm": 0.014104560017585754, | |
| "learning_rate": 2.878464818763326e-05, | |
| "loss": 0.0018, | |
| "step": 995 | |
| }, | |
| { | |
| "epoch": 2.1321961620469083, | |
| "grad_norm": 0.013995345681905746, | |
| "learning_rate": 2.867803837953092e-05, | |
| "loss": 0.0022, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 2.142857142857143, | |
| "grad_norm": 0.014830300584435463, | |
| "learning_rate": 2.857142857142857e-05, | |
| "loss": 0.0016, | |
| "step": 1005 | |
| }, | |
| { | |
| "epoch": 2.1535181236673773, | |
| "grad_norm": 0.018911438062787056, | |
| "learning_rate": 2.846481876332623e-05, | |
| "loss": 0.0017, | |
| "step": 1010 | |
| }, | |
| { | |
| "epoch": 2.1641791044776117, | |
| "grad_norm": 0.014000472612679005, | |
| "learning_rate": 2.835820895522388e-05, | |
| "loss": 0.0017, | |
| "step": 1015 | |
| }, | |
| { | |
| "epoch": 2.1748400852878467, | |
| "grad_norm": 0.014963737688958645, | |
| "learning_rate": 2.825159914712154e-05, | |
| "loss": 0.0017, | |
| "step": 1020 | |
| }, | |
| { | |
| "epoch": 2.185501066098081, | |
| "grad_norm": 0.024099769070744514, | |
| "learning_rate": 2.814498933901919e-05, | |
| "loss": 0.0026, | |
| "step": 1025 | |
| }, | |
| { | |
| "epoch": 2.1961620469083156, | |
| "grad_norm": 0.01498680841177702, | |
| "learning_rate": 2.8038379530916848e-05, | |
| "loss": 0.0017, | |
| "step": 1030 | |
| }, | |
| { | |
| "epoch": 2.20682302771855, | |
| "grad_norm": 0.012932020239531994, | |
| "learning_rate": 2.79317697228145e-05, | |
| "loss": 0.0016, | |
| "step": 1035 | |
| }, | |
| { | |
| "epoch": 2.2174840085287846, | |
| "grad_norm": 0.013172201812267303, | |
| "learning_rate": 2.7825159914712157e-05, | |
| "loss": 0.0017, | |
| "step": 1040 | |
| }, | |
| { | |
| "epoch": 2.228144989339019, | |
| "grad_norm": 0.01667962037026882, | |
| "learning_rate": 2.771855010660981e-05, | |
| "loss": 0.002, | |
| "step": 1045 | |
| }, | |
| { | |
| "epoch": 2.2388059701492535, | |
| "grad_norm": 0.012727811001241207, | |
| "learning_rate": 2.7611940298507467e-05, | |
| "loss": 0.0016, | |
| "step": 1050 | |
| }, | |
| { | |
| "epoch": 2.2494669509594885, | |
| "grad_norm": 0.012849349528551102, | |
| "learning_rate": 2.7505330490405118e-05, | |
| "loss": 0.0016, | |
| "step": 1055 | |
| }, | |
| { | |
| "epoch": 2.260127931769723, | |
| "grad_norm": 0.0134620675817132, | |
| "learning_rate": 2.7398720682302776e-05, | |
| "loss": 0.0032, | |
| "step": 1060 | |
| }, | |
| { | |
| "epoch": 2.2707889125799574, | |
| "grad_norm": 0.0129215307533741, | |
| "learning_rate": 2.7292110874200428e-05, | |
| "loss": 0.0015, | |
| "step": 1065 | |
| }, | |
| { | |
| "epoch": 2.281449893390192, | |
| "grad_norm": 0.012851559557020664, | |
| "learning_rate": 2.7185501066098086e-05, | |
| "loss": 0.0015, | |
| "step": 1070 | |
| }, | |
| { | |
| "epoch": 2.2921108742004264, | |
| "grad_norm": 0.01229612622410059, | |
| "learning_rate": 2.7078891257995737e-05, | |
| "loss": 0.0016, | |
| "step": 1075 | |
| }, | |
| { | |
| "epoch": 2.302771855010661, | |
| "grad_norm": 0.012455361895263195, | |
| "learning_rate": 2.6972281449893395e-05, | |
| "loss": 0.0015, | |
| "step": 1080 | |
| }, | |
| { | |
| "epoch": 2.3134328358208958, | |
| "grad_norm": 0.012231805361807346, | |
| "learning_rate": 2.6865671641791047e-05, | |
| "loss": 0.0015, | |
| "step": 1085 | |
| }, | |
| { | |
| "epoch": 2.3240938166311302, | |
| "grad_norm": 0.01212611235678196, | |
| "learning_rate": 2.6759061833688705e-05, | |
| "loss": 0.0014, | |
| "step": 1090 | |
| }, | |
| { | |
| "epoch": 2.3347547974413647, | |
| "grad_norm": 0.012929637916386127, | |
| "learning_rate": 2.6652452025586356e-05, | |
| "loss": 0.0022, | |
| "step": 1095 | |
| }, | |
| { | |
| "epoch": 2.345415778251599, | |
| "grad_norm": 0.012110981158912182, | |
| "learning_rate": 2.6545842217484007e-05, | |
| "loss": 0.0101, | |
| "step": 1100 | |
| }, | |
| { | |
| "epoch": 2.3560767590618337, | |
| "grad_norm": 0.012155153788626194, | |
| "learning_rate": 2.6439232409381666e-05, | |
| "loss": 0.0014, | |
| "step": 1105 | |
| }, | |
| { | |
| "epoch": 2.366737739872068, | |
| "grad_norm": 0.01241675391793251, | |
| "learning_rate": 2.6332622601279317e-05, | |
| "loss": 0.0041, | |
| "step": 1110 | |
| }, | |
| { | |
| "epoch": 2.3773987206823026, | |
| "grad_norm": 0.012072499841451645, | |
| "learning_rate": 2.6226012793176975e-05, | |
| "loss": 0.0018, | |
| "step": 1115 | |
| }, | |
| { | |
| "epoch": 2.388059701492537, | |
| "grad_norm": 0.01313025876879692, | |
| "learning_rate": 2.6119402985074626e-05, | |
| "loss": 0.0015, | |
| "step": 1120 | |
| }, | |
| { | |
| "epoch": 2.398720682302772, | |
| "grad_norm": 0.012141906656324863, | |
| "learning_rate": 2.6012793176972285e-05, | |
| "loss": 0.0015, | |
| "step": 1125 | |
| }, | |
| { | |
| "epoch": 2.4093816631130065, | |
| "grad_norm": 0.012537244707345963, | |
| "learning_rate": 2.5906183368869936e-05, | |
| "loss": 0.0014, | |
| "step": 1130 | |
| }, | |
| { | |
| "epoch": 2.420042643923241, | |
| "grad_norm": 0.011667958460748196, | |
| "learning_rate": 2.5799573560767594e-05, | |
| "loss": 0.0014, | |
| "step": 1135 | |
| }, | |
| { | |
| "epoch": 2.4307036247334755, | |
| "grad_norm": 0.0581309050321579, | |
| "learning_rate": 2.5692963752665245e-05, | |
| "loss": 0.0014, | |
| "step": 1140 | |
| }, | |
| { | |
| "epoch": 2.44136460554371, | |
| "grad_norm": 0.01184321939945221, | |
| "learning_rate": 2.5586353944562904e-05, | |
| "loss": 0.0014, | |
| "step": 1145 | |
| }, | |
| { | |
| "epoch": 2.4520255863539444, | |
| "grad_norm": 0.011883780360221863, | |
| "learning_rate": 2.5479744136460555e-05, | |
| "loss": 0.0014, | |
| "step": 1150 | |
| }, | |
| { | |
| "epoch": 2.4626865671641793, | |
| "grad_norm": 0.011959915980696678, | |
| "learning_rate": 2.537313432835821e-05, | |
| "loss": 0.0014, | |
| "step": 1155 | |
| }, | |
| { | |
| "epoch": 2.473347547974414, | |
| "grad_norm": 0.011394010856747627, | |
| "learning_rate": 2.5266524520255864e-05, | |
| "loss": 0.008, | |
| "step": 1160 | |
| }, | |
| { | |
| "epoch": 2.4840085287846483, | |
| "grad_norm": 0.012583576142787933, | |
| "learning_rate": 2.515991471215352e-05, | |
| "loss": 0.0013, | |
| "step": 1165 | |
| }, | |
| { | |
| "epoch": 2.4946695095948828, | |
| "grad_norm": 0.01106097362935543, | |
| "learning_rate": 2.5053304904051174e-05, | |
| "loss": 0.0024, | |
| "step": 1170 | |
| }, | |
| { | |
| "epoch": 2.5053304904051172, | |
| "grad_norm": 0.0174319539219141, | |
| "learning_rate": 2.494669509594883e-05, | |
| "loss": 0.0014, | |
| "step": 1175 | |
| }, | |
| { | |
| "epoch": 2.5159914712153517, | |
| "grad_norm": 0.04720267280936241, | |
| "learning_rate": 2.4840085287846483e-05, | |
| "loss": 0.0016, | |
| "step": 1180 | |
| }, | |
| { | |
| "epoch": 2.526652452025586, | |
| "grad_norm": 0.010901020839810371, | |
| "learning_rate": 2.4733475479744138e-05, | |
| "loss": 0.0028, | |
| "step": 1185 | |
| }, | |
| { | |
| "epoch": 2.5373134328358207, | |
| "grad_norm": 8.997549057006836, | |
| "learning_rate": 2.4626865671641793e-05, | |
| "loss": 0.0187, | |
| "step": 1190 | |
| }, | |
| { | |
| "epoch": 2.5479744136460556, | |
| "grad_norm": 0.0113821467384696, | |
| "learning_rate": 2.4520255863539444e-05, | |
| "loss": 0.0013, | |
| "step": 1195 | |
| }, | |
| { | |
| "epoch": 2.55863539445629, | |
| "grad_norm": 0.010736453346908092, | |
| "learning_rate": 2.44136460554371e-05, | |
| "loss": 0.0013, | |
| "step": 1200 | |
| }, | |
| { | |
| "epoch": 2.5692963752665245, | |
| "grad_norm": 0.01081756316125393, | |
| "learning_rate": 2.4307036247334754e-05, | |
| "loss": 0.0013, | |
| "step": 1205 | |
| }, | |
| { | |
| "epoch": 2.579957356076759, | |
| "grad_norm": 0.01089539285749197, | |
| "learning_rate": 2.420042643923241e-05, | |
| "loss": 0.0013, | |
| "step": 1210 | |
| }, | |
| { | |
| "epoch": 2.5906183368869935, | |
| "grad_norm": 0.010750004090368748, | |
| "learning_rate": 2.4093816631130063e-05, | |
| "loss": 0.0014, | |
| "step": 1215 | |
| }, | |
| { | |
| "epoch": 2.6012793176972284, | |
| "grad_norm": 0.010633810423314571, | |
| "learning_rate": 2.3987206823027718e-05, | |
| "loss": 0.0045, | |
| "step": 1220 | |
| }, | |
| { | |
| "epoch": 2.611940298507463, | |
| "grad_norm": 0.010548440739512444, | |
| "learning_rate": 2.3880597014925373e-05, | |
| "loss": 0.0013, | |
| "step": 1225 | |
| }, | |
| { | |
| "epoch": 2.6226012793176974, | |
| "grad_norm": 0.010777181945741177, | |
| "learning_rate": 2.3773987206823027e-05, | |
| "loss": 0.0016, | |
| "step": 1230 | |
| }, | |
| { | |
| "epoch": 2.633262260127932, | |
| "grad_norm": 0.010288032703101635, | |
| "learning_rate": 2.3667377398720682e-05, | |
| "loss": 0.0012, | |
| "step": 1235 | |
| }, | |
| { | |
| "epoch": 2.6439232409381663, | |
| "grad_norm": 0.29548385739326477, | |
| "learning_rate": 2.3560767590618337e-05, | |
| "loss": 0.0059, | |
| "step": 1240 | |
| }, | |
| { | |
| "epoch": 2.654584221748401, | |
| "grad_norm": 0.04246773570775986, | |
| "learning_rate": 2.345415778251599e-05, | |
| "loss": 0.0016, | |
| "step": 1245 | |
| }, | |
| { | |
| "epoch": 2.6652452025586353, | |
| "grad_norm": 0.035821229219436646, | |
| "learning_rate": 2.3347547974413646e-05, | |
| "loss": 0.0015, | |
| "step": 1250 | |
| }, | |
| { | |
| "epoch": 2.6759061833688698, | |
| "grad_norm": 0.010515713132917881, | |
| "learning_rate": 2.32409381663113e-05, | |
| "loss": 0.0012, | |
| "step": 1255 | |
| }, | |
| { | |
| "epoch": 2.6865671641791042, | |
| "grad_norm": 0.010527647100389004, | |
| "learning_rate": 2.3134328358208956e-05, | |
| "loss": 0.0154, | |
| "step": 1260 | |
| }, | |
| { | |
| "epoch": 2.697228144989339, | |
| "grad_norm": 0.011587481945753098, | |
| "learning_rate": 2.302771855010661e-05, | |
| "loss": 0.0013, | |
| "step": 1265 | |
| }, | |
| { | |
| "epoch": 2.7078891257995736, | |
| "grad_norm": 0.015431459993124008, | |
| "learning_rate": 2.2921108742004265e-05, | |
| "loss": 0.0014, | |
| "step": 1270 | |
| }, | |
| { | |
| "epoch": 2.718550106609808, | |
| "grad_norm": 0.010750065557658672, | |
| "learning_rate": 2.281449893390192e-05, | |
| "loss": 0.0012, | |
| "step": 1275 | |
| }, | |
| { | |
| "epoch": 2.7292110874200426, | |
| "grad_norm": 0.011150922626256943, | |
| "learning_rate": 2.2707889125799575e-05, | |
| "loss": 0.003, | |
| "step": 1280 | |
| }, | |
| { | |
| "epoch": 2.739872068230277, | |
| "grad_norm": 0.01143800001591444, | |
| "learning_rate": 2.260127931769723e-05, | |
| "loss": 0.0012, | |
| "step": 1285 | |
| }, | |
| { | |
| "epoch": 2.750533049040512, | |
| "grad_norm": 0.010583270341157913, | |
| "learning_rate": 2.2494669509594884e-05, | |
| "loss": 0.0012, | |
| "step": 1290 | |
| }, | |
| { | |
| "epoch": 2.7611940298507465, | |
| "grad_norm": 0.010834074579179287, | |
| "learning_rate": 2.238805970149254e-05, | |
| "loss": 0.024, | |
| "step": 1295 | |
| }, | |
| { | |
| "epoch": 2.771855010660981, | |
| "grad_norm": 0.009713114239275455, | |
| "learning_rate": 2.2281449893390194e-05, | |
| "loss": 0.0011, | |
| "step": 1300 | |
| }, | |
| { | |
| "epoch": 2.7825159914712154, | |
| "grad_norm": 0.009917298331856728, | |
| "learning_rate": 2.217484008528785e-05, | |
| "loss": 0.0013, | |
| "step": 1305 | |
| }, | |
| { | |
| "epoch": 2.79317697228145, | |
| "grad_norm": 0.009798646904528141, | |
| "learning_rate": 2.2068230277185503e-05, | |
| "loss": 0.0011, | |
| "step": 1310 | |
| }, | |
| { | |
| "epoch": 2.8038379530916844, | |
| "grad_norm": 4.101874351501465, | |
| "learning_rate": 2.1961620469083158e-05, | |
| "loss": 0.0263, | |
| "step": 1315 | |
| }, | |
| { | |
| "epoch": 2.814498933901919, | |
| "grad_norm": 0.01014296617358923, | |
| "learning_rate": 2.1855010660980813e-05, | |
| "loss": 0.0012, | |
| "step": 1320 | |
| }, | |
| { | |
| "epoch": 2.8251599147121533, | |
| "grad_norm": 0.009693730622529984, | |
| "learning_rate": 2.1748400852878467e-05, | |
| "loss": 0.0014, | |
| "step": 1325 | |
| }, | |
| { | |
| "epoch": 2.835820895522388, | |
| "grad_norm": 0.014164119027554989, | |
| "learning_rate": 2.164179104477612e-05, | |
| "loss": 0.0012, | |
| "step": 1330 | |
| }, | |
| { | |
| "epoch": 2.8464818763326227, | |
| "grad_norm": 0.009962335228919983, | |
| "learning_rate": 2.1535181236673773e-05, | |
| "loss": 0.0012, | |
| "step": 1335 | |
| }, | |
| { | |
| "epoch": 2.857142857142857, | |
| "grad_norm": 0.010051365941762924, | |
| "learning_rate": 2.1428571428571428e-05, | |
| "loss": 0.0012, | |
| "step": 1340 | |
| }, | |
| { | |
| "epoch": 2.8678038379530917, | |
| "grad_norm": 0.013271057978272438, | |
| "learning_rate": 2.1321961620469083e-05, | |
| "loss": 0.0012, | |
| "step": 1345 | |
| }, | |
| { | |
| "epoch": 2.878464818763326, | |
| "grad_norm": 0.010365043766796589, | |
| "learning_rate": 2.1215351812366738e-05, | |
| "loss": 0.0012, | |
| "step": 1350 | |
| }, | |
| { | |
| "epoch": 2.8891257995735606, | |
| "grad_norm": 0.009932233020663261, | |
| "learning_rate": 2.1108742004264392e-05, | |
| "loss": 0.0454, | |
| "step": 1355 | |
| }, | |
| { | |
| "epoch": 2.8997867803837956, | |
| "grad_norm": 0.01092168502509594, | |
| "learning_rate": 2.1002132196162047e-05, | |
| "loss": 0.0217, | |
| "step": 1360 | |
| }, | |
| { | |
| "epoch": 2.91044776119403, | |
| "grad_norm": 0.02956121787428856, | |
| "learning_rate": 2.0895522388059702e-05, | |
| "loss": 0.0014, | |
| "step": 1365 | |
| }, | |
| { | |
| "epoch": 2.9211087420042645, | |
| "grad_norm": 0.011923235841095448, | |
| "learning_rate": 2.0788912579957357e-05, | |
| "loss": 0.0014, | |
| "step": 1370 | |
| }, | |
| { | |
| "epoch": 2.931769722814499, | |
| "grad_norm": 0.012663044966757298, | |
| "learning_rate": 2.068230277185501e-05, | |
| "loss": 0.0027, | |
| "step": 1375 | |
| }, | |
| { | |
| "epoch": 2.9424307036247335, | |
| "grad_norm": 0.014775395393371582, | |
| "learning_rate": 2.0575692963752666e-05, | |
| "loss": 0.0016, | |
| "step": 1380 | |
| }, | |
| { | |
| "epoch": 2.953091684434968, | |
| "grad_norm": 0.010912032797932625, | |
| "learning_rate": 2.046908315565032e-05, | |
| "loss": 0.0013, | |
| "step": 1385 | |
| }, | |
| { | |
| "epoch": 2.9637526652452024, | |
| "grad_norm": 0.009865554980933666, | |
| "learning_rate": 2.0362473347547976e-05, | |
| "loss": 0.0012, | |
| "step": 1390 | |
| }, | |
| { | |
| "epoch": 2.974413646055437, | |
| "grad_norm": 0.010289540514349937, | |
| "learning_rate": 2.025586353944563e-05, | |
| "loss": 0.0014, | |
| "step": 1395 | |
| }, | |
| { | |
| "epoch": 2.9850746268656714, | |
| "grad_norm": 0.010022145695984364, | |
| "learning_rate": 2.0149253731343285e-05, | |
| "loss": 0.0011, | |
| "step": 1400 | |
| }, | |
| { | |
| "epoch": 2.9957356076759063, | |
| "grad_norm": 0.009564647451043129, | |
| "learning_rate": 2.004264392324094e-05, | |
| "loss": 0.0011, | |
| "step": 1405 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.9941333333333333, | |
| "eval_loss": 0.02565709874033928, | |
| "eval_runtime": 17.1228, | |
| "eval_samples_per_second": 219.007, | |
| "eval_steps_per_second": 6.891, | |
| "step": 1407 | |
| }, | |
| { | |
| "epoch": 3.0063965884861408, | |
| "grad_norm": 0.009828134439885616, | |
| "learning_rate": 1.9936034115138594e-05, | |
| "loss": 0.0011, | |
| "step": 1410 | |
| }, | |
| { | |
| "epoch": 3.0170575692963753, | |
| "grad_norm": 0.010314960032701492, | |
| "learning_rate": 1.982942430703625e-05, | |
| "loss": 0.0011, | |
| "step": 1415 | |
| }, | |
| { | |
| "epoch": 3.0277185501066097, | |
| "grad_norm": 0.009500714018940926, | |
| "learning_rate": 1.9722814498933904e-05, | |
| "loss": 0.0014, | |
| "step": 1420 | |
| }, | |
| { | |
| "epoch": 3.038379530916844, | |
| "grad_norm": 0.009401720948517323, | |
| "learning_rate": 1.961620469083156e-05, | |
| "loss": 0.0011, | |
| "step": 1425 | |
| }, | |
| { | |
| "epoch": 3.0490405117270787, | |
| "grad_norm": 0.010178277269005775, | |
| "learning_rate": 1.9509594882729213e-05, | |
| "loss": 0.0011, | |
| "step": 1430 | |
| }, | |
| { | |
| "epoch": 3.0597014925373136, | |
| "grad_norm": 0.009113337844610214, | |
| "learning_rate": 1.9402985074626868e-05, | |
| "loss": 0.0099, | |
| "step": 1435 | |
| }, | |
| { | |
| "epoch": 3.070362473347548, | |
| "grad_norm": 0.009055834263563156, | |
| "learning_rate": 1.9296375266524523e-05, | |
| "loss": 0.0011, | |
| "step": 1440 | |
| }, | |
| { | |
| "epoch": 3.0810234541577826, | |
| "grad_norm": 0.009133790619671345, | |
| "learning_rate": 1.9189765458422178e-05, | |
| "loss": 0.0011, | |
| "step": 1445 | |
| }, | |
| { | |
| "epoch": 3.091684434968017, | |
| "grad_norm": 0.009086220525205135, | |
| "learning_rate": 1.9083155650319832e-05, | |
| "loss": 0.0011, | |
| "step": 1450 | |
| }, | |
| { | |
| "epoch": 3.1023454157782515, | |
| "grad_norm": 0.0094444639980793, | |
| "learning_rate": 1.8976545842217487e-05, | |
| "loss": 0.0011, | |
| "step": 1455 | |
| }, | |
| { | |
| "epoch": 3.113006396588486, | |
| "grad_norm": 0.009052727371454239, | |
| "learning_rate": 1.8869936034115142e-05, | |
| "loss": 0.0011, | |
| "step": 1460 | |
| }, | |
| { | |
| "epoch": 3.1236673773987205, | |
| "grad_norm": 0.01352308876812458, | |
| "learning_rate": 1.8763326226012797e-05, | |
| "loss": 0.0011, | |
| "step": 1465 | |
| }, | |
| { | |
| "epoch": 3.1343283582089554, | |
| "grad_norm": 0.008976473473012447, | |
| "learning_rate": 1.865671641791045e-05, | |
| "loss": 0.0011, | |
| "step": 1470 | |
| }, | |
| { | |
| "epoch": 3.14498933901919, | |
| "grad_norm": 0.008790930733084679, | |
| "learning_rate": 1.8550106609808106e-05, | |
| "loss": 0.0012, | |
| "step": 1475 | |
| }, | |
| { | |
| "epoch": 3.1556503198294243, | |
| "grad_norm": 0.009338583797216415, | |
| "learning_rate": 1.8443496801705757e-05, | |
| "loss": 0.0068, | |
| "step": 1480 | |
| }, | |
| { | |
| "epoch": 3.166311300639659, | |
| "grad_norm": 0.009441640228033066, | |
| "learning_rate": 1.8336886993603412e-05, | |
| "loss": 0.001, | |
| "step": 1485 | |
| }, | |
| { | |
| "epoch": 3.1769722814498933, | |
| "grad_norm": 0.008873417042195797, | |
| "learning_rate": 1.8230277185501067e-05, | |
| "loss": 0.001, | |
| "step": 1490 | |
| }, | |
| { | |
| "epoch": 3.1876332622601278, | |
| "grad_norm": 0.025134578347206116, | |
| "learning_rate": 1.812366737739872e-05, | |
| "loss": 0.0013, | |
| "step": 1495 | |
| }, | |
| { | |
| "epoch": 3.1982942430703627, | |
| "grad_norm": 0.00857387762516737, | |
| "learning_rate": 1.8017057569296376e-05, | |
| "loss": 0.001, | |
| "step": 1500 | |
| }, | |
| { | |
| "epoch": 3.208955223880597, | |
| "grad_norm": 0.009085839614272118, | |
| "learning_rate": 1.791044776119403e-05, | |
| "loss": 0.0011, | |
| "step": 1505 | |
| }, | |
| { | |
| "epoch": 3.2196162046908317, | |
| "grad_norm": 0.008526238612830639, | |
| "learning_rate": 1.7803837953091686e-05, | |
| "loss": 0.001, | |
| "step": 1510 | |
| }, | |
| { | |
| "epoch": 3.230277185501066, | |
| "grad_norm": 0.07096794992685318, | |
| "learning_rate": 1.769722814498934e-05, | |
| "loss": 0.0011, | |
| "step": 1515 | |
| }, | |
| { | |
| "epoch": 3.2409381663113006, | |
| "grad_norm": 0.00855859275907278, | |
| "learning_rate": 1.7590618336886995e-05, | |
| "loss": 0.001, | |
| "step": 1520 | |
| }, | |
| { | |
| "epoch": 3.251599147121535, | |
| "grad_norm": 0.008998198434710503, | |
| "learning_rate": 1.7484008528784647e-05, | |
| "loss": 0.0011, | |
| "step": 1525 | |
| }, | |
| { | |
| "epoch": 3.2622601279317696, | |
| "grad_norm": 0.008810482919216156, | |
| "learning_rate": 1.73773987206823e-05, | |
| "loss": 0.001, | |
| "step": 1530 | |
| }, | |
| { | |
| "epoch": 3.272921108742004, | |
| "grad_norm": 0.00840053241699934, | |
| "learning_rate": 1.7270788912579956e-05, | |
| "loss": 0.001, | |
| "step": 1535 | |
| }, | |
| { | |
| "epoch": 3.283582089552239, | |
| "grad_norm": 0.008688554167747498, | |
| "learning_rate": 1.716417910447761e-05, | |
| "loss": 0.001, | |
| "step": 1540 | |
| }, | |
| { | |
| "epoch": 3.2942430703624734, | |
| "grad_norm": 0.009259545244276524, | |
| "learning_rate": 1.7057569296375266e-05, | |
| "loss": 0.001, | |
| "step": 1545 | |
| }, | |
| { | |
| "epoch": 3.304904051172708, | |
| "grad_norm": 0.008386638015508652, | |
| "learning_rate": 1.695095948827292e-05, | |
| "loss": 0.001, | |
| "step": 1550 | |
| }, | |
| { | |
| "epoch": 3.3155650319829424, | |
| "grad_norm": 0.009084336459636688, | |
| "learning_rate": 1.6844349680170575e-05, | |
| "loss": 0.001, | |
| "step": 1555 | |
| }, | |
| { | |
| "epoch": 3.326226012793177, | |
| "grad_norm": 0.008589472621679306, | |
| "learning_rate": 1.673773987206823e-05, | |
| "loss": 0.001, | |
| "step": 1560 | |
| }, | |
| { | |
| "epoch": 3.3368869936034113, | |
| "grad_norm": 0.5658795237541199, | |
| "learning_rate": 1.6631130063965885e-05, | |
| "loss": 0.0012, | |
| "step": 1565 | |
| }, | |
| { | |
| "epoch": 3.3475479744136463, | |
| "grad_norm": 0.008506689220666885, | |
| "learning_rate": 1.652452025586354e-05, | |
| "loss": 0.0011, | |
| "step": 1570 | |
| }, | |
| { | |
| "epoch": 3.3582089552238807, | |
| "grad_norm": 0.009010609239339828, | |
| "learning_rate": 1.6417910447761194e-05, | |
| "loss": 0.001, | |
| "step": 1575 | |
| }, | |
| { | |
| "epoch": 3.368869936034115, | |
| "grad_norm": 0.008315706625580788, | |
| "learning_rate": 1.631130063965885e-05, | |
| "loss": 0.001, | |
| "step": 1580 | |
| }, | |
| { | |
| "epoch": 3.3795309168443497, | |
| "grad_norm": 0.008143344894051552, | |
| "learning_rate": 1.6204690831556504e-05, | |
| "loss": 0.001, | |
| "step": 1585 | |
| }, | |
| { | |
| "epoch": 3.390191897654584, | |
| "grad_norm": 0.008493823930621147, | |
| "learning_rate": 1.6098081023454158e-05, | |
| "loss": 0.0009, | |
| "step": 1590 | |
| }, | |
| { | |
| "epoch": 3.4008528784648187, | |
| "grad_norm": 0.008614439517259598, | |
| "learning_rate": 1.5991471215351813e-05, | |
| "loss": 0.001, | |
| "step": 1595 | |
| }, | |
| { | |
| "epoch": 3.411513859275053, | |
| "grad_norm": 0.008163101971149445, | |
| "learning_rate": 1.5884861407249468e-05, | |
| "loss": 0.0009, | |
| "step": 1600 | |
| }, | |
| { | |
| "epoch": 3.4221748400852876, | |
| "grad_norm": 0.008104193024337292, | |
| "learning_rate": 1.5778251599147122e-05, | |
| "loss": 0.0009, | |
| "step": 1605 | |
| }, | |
| { | |
| "epoch": 3.4328358208955225, | |
| "grad_norm": 0.0078506488353014, | |
| "learning_rate": 1.5671641791044777e-05, | |
| "loss": 0.001, | |
| "step": 1610 | |
| }, | |
| { | |
| "epoch": 3.443496801705757, | |
| "grad_norm": 0.00830670353025198, | |
| "learning_rate": 1.5565031982942432e-05, | |
| "loss": 0.0011, | |
| "step": 1615 | |
| }, | |
| { | |
| "epoch": 3.4541577825159915, | |
| "grad_norm": 0.008246001787483692, | |
| "learning_rate": 1.5458422174840087e-05, | |
| "loss": 0.0009, | |
| "step": 1620 | |
| }, | |
| { | |
| "epoch": 3.464818763326226, | |
| "grad_norm": 0.008115461096167564, | |
| "learning_rate": 1.535181236673774e-05, | |
| "loss": 0.0019, | |
| "step": 1625 | |
| }, | |
| { | |
| "epoch": 3.4754797441364604, | |
| "grad_norm": 0.008616996929049492, | |
| "learning_rate": 1.5245202558635396e-05, | |
| "loss": 0.0009, | |
| "step": 1630 | |
| }, | |
| { | |
| "epoch": 3.486140724946695, | |
| "grad_norm": 0.008351802825927734, | |
| "learning_rate": 1.5138592750533051e-05, | |
| "loss": 0.0009, | |
| "step": 1635 | |
| }, | |
| { | |
| "epoch": 3.49680170575693, | |
| "grad_norm": 0.008309202268719673, | |
| "learning_rate": 1.5031982942430706e-05, | |
| "loss": 0.0051, | |
| "step": 1640 | |
| }, | |
| { | |
| "epoch": 3.5074626865671643, | |
| "grad_norm": 0.007914500311017036, | |
| "learning_rate": 1.4925373134328357e-05, | |
| "loss": 0.0009, | |
| "step": 1645 | |
| }, | |
| { | |
| "epoch": 3.518123667377399, | |
| "grad_norm": 0.007788552902638912, | |
| "learning_rate": 1.4818763326226012e-05, | |
| "loss": 0.0009, | |
| "step": 1650 | |
| }, | |
| { | |
| "epoch": 3.5287846481876333, | |
| "grad_norm": 0.007906898856163025, | |
| "learning_rate": 1.4712153518123666e-05, | |
| "loss": 0.001, | |
| "step": 1655 | |
| }, | |
| { | |
| "epoch": 3.5394456289978677, | |
| "grad_norm": 0.007877010852098465, | |
| "learning_rate": 1.4605543710021321e-05, | |
| "loss": 0.0009, | |
| "step": 1660 | |
| }, | |
| { | |
| "epoch": 3.550106609808102, | |
| "grad_norm": 0.009270151145756245, | |
| "learning_rate": 1.4498933901918976e-05, | |
| "loss": 0.0009, | |
| "step": 1665 | |
| }, | |
| { | |
| "epoch": 3.5607675906183367, | |
| "grad_norm": 0.007788475602865219, | |
| "learning_rate": 1.439232409381663e-05, | |
| "loss": 0.0009, | |
| "step": 1670 | |
| }, | |
| { | |
| "epoch": 3.571428571428571, | |
| "grad_norm": 0.011030365712940693, | |
| "learning_rate": 1.4285714285714285e-05, | |
| "loss": 0.001, | |
| "step": 1675 | |
| }, | |
| { | |
| "epoch": 3.582089552238806, | |
| "grad_norm": 0.010477794334292412, | |
| "learning_rate": 1.417910447761194e-05, | |
| "loss": 0.0009, | |
| "step": 1680 | |
| }, | |
| { | |
| "epoch": 3.5927505330490406, | |
| "grad_norm": 0.007875391282141209, | |
| "learning_rate": 1.4072494669509595e-05, | |
| "loss": 0.0048, | |
| "step": 1685 | |
| }, | |
| { | |
| "epoch": 3.603411513859275, | |
| "grad_norm": 0.008347186259925365, | |
| "learning_rate": 1.396588486140725e-05, | |
| "loss": 0.0009, | |
| "step": 1690 | |
| }, | |
| { | |
| "epoch": 3.6140724946695095, | |
| "grad_norm": 0.007649347186088562, | |
| "learning_rate": 1.3859275053304904e-05, | |
| "loss": 0.0012, | |
| "step": 1695 | |
| }, | |
| { | |
| "epoch": 3.624733475479744, | |
| "grad_norm": 0.007521898951381445, | |
| "learning_rate": 1.3752665245202559e-05, | |
| "loss": 0.0009, | |
| "step": 1700 | |
| }, | |
| { | |
| "epoch": 3.635394456289979, | |
| "grad_norm": 0.007732005789875984, | |
| "learning_rate": 1.3646055437100214e-05, | |
| "loss": 0.0009, | |
| "step": 1705 | |
| }, | |
| { | |
| "epoch": 3.6460554371002134, | |
| "grad_norm": 0.00785753969103098, | |
| "learning_rate": 1.3539445628997869e-05, | |
| "loss": 0.0009, | |
| "step": 1710 | |
| }, | |
| { | |
| "epoch": 3.656716417910448, | |
| "grad_norm": 0.02039065957069397, | |
| "learning_rate": 1.3432835820895523e-05, | |
| "loss": 0.001, | |
| "step": 1715 | |
| }, | |
| { | |
| "epoch": 3.6673773987206824, | |
| "grad_norm": 0.007418110966682434, | |
| "learning_rate": 1.3326226012793178e-05, | |
| "loss": 0.0009, | |
| "step": 1720 | |
| }, | |
| { | |
| "epoch": 3.678038379530917, | |
| "grad_norm": 0.0076897707767784595, | |
| "learning_rate": 1.3219616204690833e-05, | |
| "loss": 0.0009, | |
| "step": 1725 | |
| }, | |
| { | |
| "epoch": 3.6886993603411513, | |
| "grad_norm": 0.007577942684292793, | |
| "learning_rate": 1.3113006396588488e-05, | |
| "loss": 0.0009, | |
| "step": 1730 | |
| }, | |
| { | |
| "epoch": 3.699360341151386, | |
| "grad_norm": 0.045052897185087204, | |
| "learning_rate": 1.3006396588486142e-05, | |
| "loss": 0.0087, | |
| "step": 1735 | |
| }, | |
| { | |
| "epoch": 3.7100213219616203, | |
| "grad_norm": 0.007579253055155277, | |
| "learning_rate": 1.2899786780383797e-05, | |
| "loss": 0.0009, | |
| "step": 1740 | |
| }, | |
| { | |
| "epoch": 3.7206823027718547, | |
| "grad_norm": 0.007551407441496849, | |
| "learning_rate": 1.2793176972281452e-05, | |
| "loss": 0.0009, | |
| "step": 1745 | |
| }, | |
| { | |
| "epoch": 3.7313432835820897, | |
| "grad_norm": 0.007589246146380901, | |
| "learning_rate": 1.2686567164179105e-05, | |
| "loss": 0.0009, | |
| "step": 1750 | |
| }, | |
| { | |
| "epoch": 3.742004264392324, | |
| "grad_norm": 0.007337269838899374, | |
| "learning_rate": 1.257995735607676e-05, | |
| "loss": 0.0009, | |
| "step": 1755 | |
| }, | |
| { | |
| "epoch": 3.7526652452025586, | |
| "grad_norm": 0.007588915526866913, | |
| "learning_rate": 1.2473347547974414e-05, | |
| "loss": 0.0011, | |
| "step": 1760 | |
| }, | |
| { | |
| "epoch": 3.763326226012793, | |
| "grad_norm": 0.0073504517786204815, | |
| "learning_rate": 1.2366737739872069e-05, | |
| "loss": 0.0009, | |
| "step": 1765 | |
| }, | |
| { | |
| "epoch": 3.7739872068230276, | |
| "grad_norm": 0.007319787982851267, | |
| "learning_rate": 1.2260127931769722e-05, | |
| "loss": 0.0009, | |
| "step": 1770 | |
| }, | |
| { | |
| "epoch": 3.7846481876332625, | |
| "grad_norm": 0.007190846838057041, | |
| "learning_rate": 1.2153518123667377e-05, | |
| "loss": 0.0008, | |
| "step": 1775 | |
| }, | |
| { | |
| "epoch": 3.795309168443497, | |
| "grad_norm": 0.007195090409368277, | |
| "learning_rate": 1.2046908315565032e-05, | |
| "loss": 0.0008, | |
| "step": 1780 | |
| }, | |
| { | |
| "epoch": 3.8059701492537314, | |
| "grad_norm": 0.00734932953491807, | |
| "learning_rate": 1.1940298507462686e-05, | |
| "loss": 0.0008, | |
| "step": 1785 | |
| }, | |
| { | |
| "epoch": 3.816631130063966, | |
| "grad_norm": 0.008201192133128643, | |
| "learning_rate": 1.1833688699360341e-05, | |
| "loss": 0.0009, | |
| "step": 1790 | |
| }, | |
| { | |
| "epoch": 3.8272921108742004, | |
| "grad_norm": 0.007222187705338001, | |
| "learning_rate": 1.1727078891257996e-05, | |
| "loss": 0.0008, | |
| "step": 1795 | |
| }, | |
| { | |
| "epoch": 3.837953091684435, | |
| "grad_norm": 0.0077033452689647675, | |
| "learning_rate": 1.162046908315565e-05, | |
| "loss": 0.0008, | |
| "step": 1800 | |
| }, | |
| { | |
| "epoch": 3.8486140724946694, | |
| "grad_norm": 0.007204404566437006, | |
| "learning_rate": 1.1513859275053305e-05, | |
| "loss": 0.0048, | |
| "step": 1805 | |
| }, | |
| { | |
| "epoch": 3.859275053304904, | |
| "grad_norm": 0.009604867547750473, | |
| "learning_rate": 1.140724946695096e-05, | |
| "loss": 0.0009, | |
| "step": 1810 | |
| }, | |
| { | |
| "epoch": 3.8699360341151388, | |
| "grad_norm": 0.017421873286366463, | |
| "learning_rate": 1.1300639658848615e-05, | |
| "loss": 0.0012, | |
| "step": 1815 | |
| }, | |
| { | |
| "epoch": 3.8805970149253732, | |
| "grad_norm": 0.09896726161241531, | |
| "learning_rate": 1.119402985074627e-05, | |
| "loss": 0.0016, | |
| "step": 1820 | |
| }, | |
| { | |
| "epoch": 3.8912579957356077, | |
| "grad_norm": 0.007400326896458864, | |
| "learning_rate": 1.1087420042643924e-05, | |
| "loss": 0.0009, | |
| "step": 1825 | |
| }, | |
| { | |
| "epoch": 3.901918976545842, | |
| "grad_norm": 0.007371744140982628, | |
| "learning_rate": 1.0980810234541579e-05, | |
| "loss": 0.0008, | |
| "step": 1830 | |
| }, | |
| { | |
| "epoch": 3.9125799573560767, | |
| "grad_norm": 0.009902180172502995, | |
| "learning_rate": 1.0874200426439234e-05, | |
| "loss": 0.0008, | |
| "step": 1835 | |
| }, | |
| { | |
| "epoch": 3.923240938166311, | |
| "grad_norm": 0.006909618154168129, | |
| "learning_rate": 1.0767590618336887e-05, | |
| "loss": 0.0012, | |
| "step": 1840 | |
| }, | |
| { | |
| "epoch": 3.933901918976546, | |
| "grad_norm": 0.007653252687305212, | |
| "learning_rate": 1.0660980810234541e-05, | |
| "loss": 0.0008, | |
| "step": 1845 | |
| }, | |
| { | |
| "epoch": 3.9445628997867805, | |
| "grad_norm": 0.006854928098618984, | |
| "learning_rate": 1.0554371002132196e-05, | |
| "loss": 0.0008, | |
| "step": 1850 | |
| }, | |
| { | |
| "epoch": 3.955223880597015, | |
| "grad_norm": 0.007255952339619398, | |
| "learning_rate": 1.0447761194029851e-05, | |
| "loss": 0.0008, | |
| "step": 1855 | |
| }, | |
| { | |
| "epoch": 3.9658848614072495, | |
| "grad_norm": 0.007009653374552727, | |
| "learning_rate": 1.0341151385927506e-05, | |
| "loss": 0.0008, | |
| "step": 1860 | |
| }, | |
| { | |
| "epoch": 3.976545842217484, | |
| "grad_norm": 0.006912988144904375, | |
| "learning_rate": 1.023454157782516e-05, | |
| "loss": 0.0008, | |
| "step": 1865 | |
| }, | |
| { | |
| "epoch": 3.9872068230277184, | |
| "grad_norm": 0.006904042325913906, | |
| "learning_rate": 1.0127931769722815e-05, | |
| "loss": 0.0014, | |
| "step": 1870 | |
| }, | |
| { | |
| "epoch": 3.997867803837953, | |
| "grad_norm": 0.006982207763940096, | |
| "learning_rate": 1.002132196162047e-05, | |
| "loss": 0.0008, | |
| "step": 1875 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.9936, | |
| "eval_loss": 0.024724164977669716, | |
| "eval_runtime": 17.1715, | |
| "eval_samples_per_second": 218.385, | |
| "eval_steps_per_second": 6.872, | |
| "step": 1876 | |
| }, | |
| { | |
| "epoch": 4.008528784648187, | |
| "grad_norm": 0.006963193882256746, | |
| "learning_rate": 9.914712153518125e-06, | |
| "loss": 0.0008, | |
| "step": 1880 | |
| }, | |
| { | |
| "epoch": 4.019189765458422, | |
| "grad_norm": 0.0072043538093566895, | |
| "learning_rate": 9.80810234541578e-06, | |
| "loss": 0.001, | |
| "step": 1885 | |
| }, | |
| { | |
| "epoch": 4.029850746268656, | |
| "grad_norm": 0.007021595723927021, | |
| "learning_rate": 9.701492537313434e-06, | |
| "loss": 0.0008, | |
| "step": 1890 | |
| }, | |
| { | |
| "epoch": 4.040511727078891, | |
| "grad_norm": 0.0073632909916341305, | |
| "learning_rate": 9.594882729211089e-06, | |
| "loss": 0.0008, | |
| "step": 1895 | |
| }, | |
| { | |
| "epoch": 4.051172707889126, | |
| "grad_norm": 0.006964248139411211, | |
| "learning_rate": 9.488272921108744e-06, | |
| "loss": 0.0011, | |
| "step": 1900 | |
| }, | |
| { | |
| "epoch": 4.061833688699361, | |
| "grad_norm": 0.006830501835793257, | |
| "learning_rate": 9.381663113006398e-06, | |
| "loss": 0.0011, | |
| "step": 1905 | |
| }, | |
| { | |
| "epoch": 4.072494669509595, | |
| "grad_norm": 0.0067960359156131744, | |
| "learning_rate": 9.275053304904053e-06, | |
| "loss": 0.0008, | |
| "step": 1910 | |
| }, | |
| { | |
| "epoch": 4.08315565031983, | |
| "grad_norm": 0.007004799321293831, | |
| "learning_rate": 9.168443496801706e-06, | |
| "loss": 0.0008, | |
| "step": 1915 | |
| }, | |
| { | |
| "epoch": 4.093816631130064, | |
| "grad_norm": 0.006617402657866478, | |
| "learning_rate": 9.06183368869936e-06, | |
| "loss": 0.0011, | |
| "step": 1920 | |
| }, | |
| { | |
| "epoch": 4.104477611940299, | |
| "grad_norm": 0.006631907541304827, | |
| "learning_rate": 8.955223880597016e-06, | |
| "loss": 0.0008, | |
| "step": 1925 | |
| }, | |
| { | |
| "epoch": 4.115138592750533, | |
| "grad_norm": 0.00678821187466383, | |
| "learning_rate": 8.84861407249467e-06, | |
| "loss": 0.0009, | |
| "step": 1930 | |
| }, | |
| { | |
| "epoch": 4.1257995735607675, | |
| "grad_norm": 0.007164095528423786, | |
| "learning_rate": 8.742004264392323e-06, | |
| "loss": 0.0008, | |
| "step": 1935 | |
| }, | |
| { | |
| "epoch": 4.136460554371002, | |
| "grad_norm": 0.006931856274604797, | |
| "learning_rate": 8.635394456289978e-06, | |
| "loss": 0.0008, | |
| "step": 1940 | |
| }, | |
| { | |
| "epoch": 4.1471215351812365, | |
| "grad_norm": 0.006960602011531591, | |
| "learning_rate": 8.528784648187633e-06, | |
| "loss": 0.0008, | |
| "step": 1945 | |
| }, | |
| { | |
| "epoch": 4.157782515991471, | |
| "grad_norm": 0.006681125611066818, | |
| "learning_rate": 8.422174840085288e-06, | |
| "loss": 0.0008, | |
| "step": 1950 | |
| }, | |
| { | |
| "epoch": 4.1684434968017055, | |
| "grad_norm": 0.007712583988904953, | |
| "learning_rate": 8.315565031982942e-06, | |
| "loss": 0.0035, | |
| "step": 1955 | |
| }, | |
| { | |
| "epoch": 4.17910447761194, | |
| "grad_norm": 0.007660465780645609, | |
| "learning_rate": 8.208955223880597e-06, | |
| "loss": 0.0008, | |
| "step": 1960 | |
| }, | |
| { | |
| "epoch": 4.189765458422174, | |
| "grad_norm": 0.006708270870149136, | |
| "learning_rate": 8.102345415778252e-06, | |
| "loss": 0.0008, | |
| "step": 1965 | |
| }, | |
| { | |
| "epoch": 4.20042643923241, | |
| "grad_norm": 0.006539624184370041, | |
| "learning_rate": 7.995735607675907e-06, | |
| "loss": 0.0008, | |
| "step": 1970 | |
| }, | |
| { | |
| "epoch": 4.211087420042644, | |
| "grad_norm": 0.007015930488705635, | |
| "learning_rate": 7.889125799573561e-06, | |
| "loss": 0.0008, | |
| "step": 1975 | |
| }, | |
| { | |
| "epoch": 4.221748400852879, | |
| "grad_norm": 0.006601154338568449, | |
| "learning_rate": 7.782515991471216e-06, | |
| "loss": 0.0008, | |
| "step": 1980 | |
| }, | |
| { | |
| "epoch": 4.232409381663113, | |
| "grad_norm": 0.2629002034664154, | |
| "learning_rate": 7.67590618336887e-06, | |
| "loss": 0.0081, | |
| "step": 1985 | |
| }, | |
| { | |
| "epoch": 4.243070362473348, | |
| "grad_norm": 0.0067113423720002174, | |
| "learning_rate": 7.5692963752665255e-06, | |
| "loss": 0.0008, | |
| "step": 1990 | |
| }, | |
| { | |
| "epoch": 4.253731343283582, | |
| "grad_norm": 0.0066283149644732475, | |
| "learning_rate": 7.4626865671641785e-06, | |
| "loss": 0.0008, | |
| "step": 1995 | |
| }, | |
| { | |
| "epoch": 4.264392324093817, | |
| "grad_norm": 0.008227039128541946, | |
| "learning_rate": 7.356076759061833e-06, | |
| "loss": 0.0008, | |
| "step": 2000 | |
| }, | |
| { | |
| "epoch": 4.275053304904051, | |
| "grad_norm": 0.006502778269350529, | |
| "learning_rate": 7.249466950959488e-06, | |
| "loss": 0.0015, | |
| "step": 2005 | |
| }, | |
| { | |
| "epoch": 4.285714285714286, | |
| "grad_norm": 0.006729608867317438, | |
| "learning_rate": 7.142857142857143e-06, | |
| "loss": 0.0008, | |
| "step": 2010 | |
| }, | |
| { | |
| "epoch": 4.29637526652452, | |
| "grad_norm": 0.007483046036213636, | |
| "learning_rate": 7.0362473347547975e-06, | |
| "loss": 0.0008, | |
| "step": 2015 | |
| }, | |
| { | |
| "epoch": 4.3070362473347545, | |
| "grad_norm": 0.006529318168759346, | |
| "learning_rate": 6.929637526652452e-06, | |
| "loss": 0.0008, | |
| "step": 2020 | |
| }, | |
| { | |
| "epoch": 4.317697228144989, | |
| "grad_norm": 0.12051839381456375, | |
| "learning_rate": 6.823027718550107e-06, | |
| "loss": 0.0037, | |
| "step": 2025 | |
| }, | |
| { | |
| "epoch": 4.3283582089552235, | |
| "grad_norm": 0.006774805020540953, | |
| "learning_rate": 6.716417910447762e-06, | |
| "loss": 0.0008, | |
| "step": 2030 | |
| }, | |
| { | |
| "epoch": 4.339019189765459, | |
| "grad_norm": 0.007289433386176825, | |
| "learning_rate": 6.609808102345416e-06, | |
| "loss": 0.0008, | |
| "step": 2035 | |
| }, | |
| { | |
| "epoch": 4.349680170575693, | |
| "grad_norm": 0.0072594922967255116, | |
| "learning_rate": 6.503198294243071e-06, | |
| "loss": 0.0008, | |
| "step": 2040 | |
| }, | |
| { | |
| "epoch": 4.360341151385928, | |
| "grad_norm": 0.007265009917318821, | |
| "learning_rate": 6.396588486140726e-06, | |
| "loss": 0.0008, | |
| "step": 2045 | |
| }, | |
| { | |
| "epoch": 4.371002132196162, | |
| "grad_norm": 0.00652899919077754, | |
| "learning_rate": 6.28997867803838e-06, | |
| "loss": 0.0008, | |
| "step": 2050 | |
| }, | |
| { | |
| "epoch": 4.381663113006397, | |
| "grad_norm": 0.0065870932303369045, | |
| "learning_rate": 6.1833688699360345e-06, | |
| "loss": 0.0008, | |
| "step": 2055 | |
| }, | |
| { | |
| "epoch": 4.392324093816631, | |
| "grad_norm": 0.007370310835540295, | |
| "learning_rate": 6.076759061833688e-06, | |
| "loss": 0.0008, | |
| "step": 2060 | |
| }, | |
| { | |
| "epoch": 4.402985074626866, | |
| "grad_norm": 0.006778411567211151, | |
| "learning_rate": 5.970149253731343e-06, | |
| "loss": 0.0008, | |
| "step": 2065 | |
| }, | |
| { | |
| "epoch": 4.4136460554371, | |
| "grad_norm": 0.006409814581274986, | |
| "learning_rate": 5.863539445628998e-06, | |
| "loss": 0.0007, | |
| "step": 2070 | |
| }, | |
| { | |
| "epoch": 4.424307036247335, | |
| "grad_norm": 0.025670163333415985, | |
| "learning_rate": 5.756929637526653e-06, | |
| "loss": 0.001, | |
| "step": 2075 | |
| }, | |
| { | |
| "epoch": 4.434968017057569, | |
| "grad_norm": 0.006416319403797388, | |
| "learning_rate": 5.650319829424307e-06, | |
| "loss": 0.0007, | |
| "step": 2080 | |
| }, | |
| { | |
| "epoch": 4.445628997867804, | |
| "grad_norm": 0.006596830673515797, | |
| "learning_rate": 5.543710021321962e-06, | |
| "loss": 0.0008, | |
| "step": 2085 | |
| }, | |
| { | |
| "epoch": 4.456289978678038, | |
| "grad_norm": 0.007961906492710114, | |
| "learning_rate": 5.437100213219617e-06, | |
| "loss": 0.0008, | |
| "step": 2090 | |
| }, | |
| { | |
| "epoch": 4.466950959488273, | |
| "grad_norm": 0.006419972516596317, | |
| "learning_rate": 5.330490405117271e-06, | |
| "loss": 0.0008, | |
| "step": 2095 | |
| }, | |
| { | |
| "epoch": 4.477611940298507, | |
| "grad_norm": 0.006359638646245003, | |
| "learning_rate": 5.2238805970149255e-06, | |
| "loss": 0.0007, | |
| "step": 2100 | |
| }, | |
| { | |
| "epoch": 4.4882729211087415, | |
| "grad_norm": 0.0067171575501561165, | |
| "learning_rate": 5.11727078891258e-06, | |
| "loss": 0.0007, | |
| "step": 2105 | |
| }, | |
| { | |
| "epoch": 4.498933901918977, | |
| "grad_norm": 0.006516472902148962, | |
| "learning_rate": 5.010660980810235e-06, | |
| "loss": 0.0009, | |
| "step": 2110 | |
| }, | |
| { | |
| "epoch": 4.509594882729211, | |
| "grad_norm": 0.006364680361002684, | |
| "learning_rate": 4.90405117270789e-06, | |
| "loss": 0.0007, | |
| "step": 2115 | |
| }, | |
| { | |
| "epoch": 4.520255863539446, | |
| "grad_norm": 0.006779138930141926, | |
| "learning_rate": 4.797441364605544e-06, | |
| "loss": 0.0008, | |
| "step": 2120 | |
| }, | |
| { | |
| "epoch": 4.53091684434968, | |
| "grad_norm": 0.007456774823367596, | |
| "learning_rate": 4.690831556503199e-06, | |
| "loss": 0.0007, | |
| "step": 2125 | |
| }, | |
| { | |
| "epoch": 4.541577825159915, | |
| "grad_norm": 0.006384179461747408, | |
| "learning_rate": 4.584221748400853e-06, | |
| "loss": 0.0007, | |
| "step": 2130 | |
| }, | |
| { | |
| "epoch": 4.552238805970149, | |
| "grad_norm": 0.006552668754011393, | |
| "learning_rate": 4.477611940298508e-06, | |
| "loss": 0.0007, | |
| "step": 2135 | |
| }, | |
| { | |
| "epoch": 4.562899786780384, | |
| "grad_norm": 0.006376944482326508, | |
| "learning_rate": 4.371002132196162e-06, | |
| "loss": 0.0007, | |
| "step": 2140 | |
| }, | |
| { | |
| "epoch": 4.573560767590618, | |
| "grad_norm": 0.006424845661967993, | |
| "learning_rate": 4.264392324093816e-06, | |
| "loss": 0.0008, | |
| "step": 2145 | |
| }, | |
| { | |
| "epoch": 4.584221748400853, | |
| "grad_norm": 0.007834420539438725, | |
| "learning_rate": 4.157782515991471e-06, | |
| "loss": 0.0007, | |
| "step": 2150 | |
| }, | |
| { | |
| "epoch": 4.594882729211087, | |
| "grad_norm": 0.00667730113491416, | |
| "learning_rate": 4.051172707889126e-06, | |
| "loss": 0.0007, | |
| "step": 2155 | |
| }, | |
| { | |
| "epoch": 4.605543710021322, | |
| "grad_norm": 0.006556932348757982, | |
| "learning_rate": 3.944562899786781e-06, | |
| "loss": 0.0007, | |
| "step": 2160 | |
| }, | |
| { | |
| "epoch": 4.616204690831556, | |
| "grad_norm": 0.006338969338685274, | |
| "learning_rate": 3.837953091684435e-06, | |
| "loss": 0.0007, | |
| "step": 2165 | |
| }, | |
| { | |
| "epoch": 4.6268656716417915, | |
| "grad_norm": 0.006363058462738991, | |
| "learning_rate": 3.7313432835820893e-06, | |
| "loss": 0.0007, | |
| "step": 2170 | |
| }, | |
| { | |
| "epoch": 4.637526652452026, | |
| "grad_norm": 0.006266034673899412, | |
| "learning_rate": 3.624733475479744e-06, | |
| "loss": 0.0008, | |
| "step": 2175 | |
| }, | |
| { | |
| "epoch": 4.6481876332622605, | |
| "grad_norm": 0.006374978460371494, | |
| "learning_rate": 3.5181236673773987e-06, | |
| "loss": 0.0007, | |
| "step": 2180 | |
| }, | |
| { | |
| "epoch": 4.658848614072495, | |
| "grad_norm": 0.006381528452038765, | |
| "learning_rate": 3.4115138592750535e-06, | |
| "loss": 0.0007, | |
| "step": 2185 | |
| }, | |
| { | |
| "epoch": 4.669509594882729, | |
| "grad_norm": 0.00640105502679944, | |
| "learning_rate": 3.304904051172708e-06, | |
| "loss": 0.0007, | |
| "step": 2190 | |
| }, | |
| { | |
| "epoch": 4.680170575692964, | |
| "grad_norm": 0.006519278045743704, | |
| "learning_rate": 3.198294243070363e-06, | |
| "loss": 0.0007, | |
| "step": 2195 | |
| }, | |
| { | |
| "epoch": 4.690831556503198, | |
| "grad_norm": 0.0064932783134281635, | |
| "learning_rate": 3.0916844349680173e-06, | |
| "loss": 0.0007, | |
| "step": 2200 | |
| }, | |
| { | |
| "epoch": 4.701492537313433, | |
| "grad_norm": 0.006555797997862101, | |
| "learning_rate": 2.9850746268656716e-06, | |
| "loss": 0.0007, | |
| "step": 2205 | |
| }, | |
| { | |
| "epoch": 4.712153518123667, | |
| "grad_norm": 0.006301179528236389, | |
| "learning_rate": 2.8784648187633263e-06, | |
| "loss": 0.0007, | |
| "step": 2210 | |
| }, | |
| { | |
| "epoch": 4.722814498933902, | |
| "grad_norm": 0.20231878757476807, | |
| "learning_rate": 2.771855010660981e-06, | |
| "loss": 0.0069, | |
| "step": 2215 | |
| }, | |
| { | |
| "epoch": 4.733475479744136, | |
| "grad_norm": 0.00633511645719409, | |
| "learning_rate": 2.6652452025586354e-06, | |
| "loss": 0.0007, | |
| "step": 2220 | |
| }, | |
| { | |
| "epoch": 4.744136460554371, | |
| "grad_norm": 0.006273421458899975, | |
| "learning_rate": 2.55863539445629e-06, | |
| "loss": 0.0007, | |
| "step": 2225 | |
| }, | |
| { | |
| "epoch": 4.754797441364605, | |
| "grad_norm": 0.006471653934568167, | |
| "learning_rate": 2.452025586353945e-06, | |
| "loss": 0.0007, | |
| "step": 2230 | |
| }, | |
| { | |
| "epoch": 4.76545842217484, | |
| "grad_norm": 0.0072460053488612175, | |
| "learning_rate": 2.3454157782515996e-06, | |
| "loss": 0.0009, | |
| "step": 2235 | |
| }, | |
| { | |
| "epoch": 4.776119402985074, | |
| "grad_norm": 0.006297562271356583, | |
| "learning_rate": 2.238805970149254e-06, | |
| "loss": 0.0007, | |
| "step": 2240 | |
| }, | |
| { | |
| "epoch": 4.786780383795309, | |
| "grad_norm": 0.006563864648342133, | |
| "learning_rate": 2.132196162046908e-06, | |
| "loss": 0.0007, | |
| "step": 2245 | |
| }, | |
| { | |
| "epoch": 4.797441364605544, | |
| "grad_norm": 0.006317877676337957, | |
| "learning_rate": 2.025586353944563e-06, | |
| "loss": 0.0007, | |
| "step": 2250 | |
| }, | |
| { | |
| "epoch": 4.8081023454157785, | |
| "grad_norm": 0.006284181959927082, | |
| "learning_rate": 1.9189765458422177e-06, | |
| "loss": 0.0008, | |
| "step": 2255 | |
| }, | |
| { | |
| "epoch": 4.818763326226013, | |
| "grad_norm": 0.0062506478279829025, | |
| "learning_rate": 1.812366737739872e-06, | |
| "loss": 0.0007, | |
| "step": 2260 | |
| }, | |
| { | |
| "epoch": 4.8294243070362475, | |
| "grad_norm": 0.006383291445672512, | |
| "learning_rate": 1.7057569296375267e-06, | |
| "loss": 0.0007, | |
| "step": 2265 | |
| }, | |
| { | |
| "epoch": 4.840085287846482, | |
| "grad_norm": 0.006247894372791052, | |
| "learning_rate": 1.5991471215351815e-06, | |
| "loss": 0.0007, | |
| "step": 2270 | |
| }, | |
| { | |
| "epoch": 4.850746268656716, | |
| "grad_norm": 0.006671397481113672, | |
| "learning_rate": 1.4925373134328358e-06, | |
| "loss": 0.0007, | |
| "step": 2275 | |
| }, | |
| { | |
| "epoch": 4.861407249466951, | |
| "grad_norm": 0.006213662214577198, | |
| "learning_rate": 1.3859275053304905e-06, | |
| "loss": 0.0008, | |
| "step": 2280 | |
| }, | |
| { | |
| "epoch": 4.872068230277185, | |
| "grad_norm": 0.006177013274282217, | |
| "learning_rate": 1.279317697228145e-06, | |
| "loss": 0.0007, | |
| "step": 2285 | |
| }, | |
| { | |
| "epoch": 4.88272921108742, | |
| "grad_norm": 0.006617304403334856, | |
| "learning_rate": 1.1727078891257998e-06, | |
| "loss": 0.0007, | |
| "step": 2290 | |
| }, | |
| { | |
| "epoch": 4.893390191897654, | |
| "grad_norm": 0.006598794367164373, | |
| "learning_rate": 1.066098081023454e-06, | |
| "loss": 0.0034, | |
| "step": 2295 | |
| }, | |
| { | |
| "epoch": 4.904051172707889, | |
| "grad_norm": 0.006416900549083948, | |
| "learning_rate": 9.594882729211088e-07, | |
| "loss": 0.0008, | |
| "step": 2300 | |
| }, | |
| { | |
| "epoch": 4.914712153518123, | |
| "grad_norm": 0.0069372220896184444, | |
| "learning_rate": 8.528784648187634e-07, | |
| "loss": 0.0007, | |
| "step": 2305 | |
| }, | |
| { | |
| "epoch": 4.925373134328359, | |
| "grad_norm": 0.006252443417906761, | |
| "learning_rate": 7.462686567164179e-07, | |
| "loss": 0.0007, | |
| "step": 2310 | |
| }, | |
| { | |
| "epoch": 4.936034115138593, | |
| "grad_norm": 0.009452194906771183, | |
| "learning_rate": 6.396588486140725e-07, | |
| "loss": 0.0009, | |
| "step": 2315 | |
| }, | |
| { | |
| "epoch": 4.946695095948828, | |
| "grad_norm": 0.006242725532501936, | |
| "learning_rate": 5.33049040511727e-07, | |
| "loss": 0.0007, | |
| "step": 2320 | |
| }, | |
| { | |
| "epoch": 4.957356076759062, | |
| "grad_norm": 0.006272901315242052, | |
| "learning_rate": 4.264392324093817e-07, | |
| "loss": 0.0007, | |
| "step": 2325 | |
| }, | |
| { | |
| "epoch": 4.968017057569297, | |
| "grad_norm": 0.006333344615995884, | |
| "learning_rate": 3.1982942430703626e-07, | |
| "loss": 0.0007, | |
| "step": 2330 | |
| }, | |
| { | |
| "epoch": 4.978678038379531, | |
| "grad_norm": 0.02618986926972866, | |
| "learning_rate": 2.1321961620469084e-07, | |
| "loss": 0.0009, | |
| "step": 2335 | |
| }, | |
| { | |
| "epoch": 4.9893390191897655, | |
| "grad_norm": 0.006180465221405029, | |
| "learning_rate": 1.0660980810234542e-07, | |
| "loss": 0.0007, | |
| "step": 2340 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "grad_norm": 0.009060376323759556, | |
| "learning_rate": 0.0, | |
| "loss": 0.0007, | |
| "step": 2345 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_accuracy": 0.9936, | |
| "eval_loss": 0.02515118010342121, | |
| "eval_runtime": 16.7067, | |
| "eval_samples_per_second": 224.461, | |
| "eval_steps_per_second": 7.063, | |
| "step": 2345 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "step": 2345, | |
| "total_flos": 5.8118992210944e+18, | |
| "train_loss": 0.015574438872236782, | |
| "train_runtime": 768.242, | |
| "train_samples_per_second": 97.625, | |
| "train_steps_per_second": 3.052 | |
| } | |
| ], | |
| "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 | |
| } | |