{ "best_metric": 0.9400918591493044, "best_model_checkpoint": "vit-msn-small-wbc-classifier-cells-separated-dataset-agregates-25/checkpoint-1556", "epoch": 24.843423799582464, "eval_steps": 500, "global_step": 2975, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.08350730688935282, "grad_norm": 23.778831481933594, "learning_rate": 1.6778523489932886e-06, "loss": 1.6751, "step": 10 }, { "epoch": 0.16701461377870563, "grad_norm": 10.125561714172363, "learning_rate": 3.3557046979865773e-06, "loss": 1.2395, "step": 20 }, { "epoch": 0.25052192066805845, "grad_norm": 7.331182479858398, "learning_rate": 5.033557046979865e-06, "loss": 0.9635, "step": 30 }, { "epoch": 0.33402922755741127, "grad_norm": 6.259941577911377, "learning_rate": 6.7114093959731546e-06, "loss": 0.7296, "step": 40 }, { "epoch": 0.4175365344467641, "grad_norm": 9.791149139404297, "learning_rate": 8.389261744966444e-06, "loss": 0.582, "step": 50 }, { "epoch": 0.5010438413361169, "grad_norm": 8.130660057067871, "learning_rate": 1.006711409395973e-05, "loss": 0.4722, "step": 60 }, { "epoch": 0.5845511482254697, "grad_norm": 6.79920768737793, "learning_rate": 1.174496644295302e-05, "loss": 0.4658, "step": 70 }, { "epoch": 0.6680584551148225, "grad_norm": 6.699377536773682, "learning_rate": 1.3422818791946309e-05, "loss": 0.394, "step": 80 }, { "epoch": 0.7515657620041754, "grad_norm": 18.482280731201172, "learning_rate": 1.51006711409396e-05, "loss": 0.3988, "step": 90 }, { "epoch": 0.8350730688935282, "grad_norm": 14.189501762390137, "learning_rate": 1.6778523489932888e-05, "loss": 0.3955, "step": 100 }, { "epoch": 0.918580375782881, "grad_norm": 9.649164199829102, "learning_rate": 1.8456375838926178e-05, "loss": 0.351, "step": 110 }, { "epoch": 0.9937369519832986, "eval_accuracy": 0.9151301337948479, "eval_loss": 0.2522774636745453, "eval_runtime": 47.6631, "eval_samples_per_second": 315.191, "eval_steps_per_second": 4.93, "step": 119 }, { "epoch": 1.0020876826722338, "grad_norm": 8.503198623657227, "learning_rate": 2.013422818791946e-05, "loss": 0.377, "step": 120 }, { "epoch": 1.0855949895615866, "grad_norm": 6.6437249183654785, "learning_rate": 2.181208053691275e-05, "loss": 0.3533, "step": 130 }, { "epoch": 1.1691022964509394, "grad_norm": 5.940201282501221, "learning_rate": 2.348993288590604e-05, "loss": 0.3391, "step": 140 }, { "epoch": 1.2526096033402923, "grad_norm": 5.3783135414123535, "learning_rate": 2.516778523489933e-05, "loss": 0.3416, "step": 150 }, { "epoch": 1.336116910229645, "grad_norm": 7.877007484436035, "learning_rate": 2.6845637583892618e-05, "loss": 0.3356, "step": 160 }, { "epoch": 1.4196242171189979, "grad_norm": 8.07664680480957, "learning_rate": 2.8523489932885905e-05, "loss": 0.3246, "step": 170 }, { "epoch": 1.5031315240083507, "grad_norm": 10.465314865112305, "learning_rate": 3.02013422818792e-05, "loss": 0.3957, "step": 180 }, { "epoch": 1.5866388308977035, "grad_norm": 10.284217834472656, "learning_rate": 3.1879194630872485e-05, "loss": 0.3753, "step": 190 }, { "epoch": 1.6701461377870563, "grad_norm": 8.860455513000488, "learning_rate": 3.3557046979865775e-05, "loss": 0.3678, "step": 200 }, { "epoch": 1.7536534446764092, "grad_norm": 6.609280586242676, "learning_rate": 3.523489932885906e-05, "loss": 0.3449, "step": 210 }, { "epoch": 1.837160751565762, "grad_norm": 5.114744186401367, "learning_rate": 3.6912751677852356e-05, "loss": 0.3281, "step": 220 }, { "epoch": 1.9206680584551148, "grad_norm": 5.134997844696045, "learning_rate": 3.859060402684564e-05, "loss": 0.3364, "step": 230 }, { "epoch": 1.9958246346555324, "eval_accuracy": 0.9195233974572322, "eval_loss": 0.23547479510307312, "eval_runtime": 47.2123, "eval_samples_per_second": 318.201, "eval_steps_per_second": 4.978, "step": 239 }, { "epoch": 2.0041753653444676, "grad_norm": 7.969848155975342, "learning_rate": 4.026845637583892e-05, "loss": 0.3517, "step": 240 }, { "epoch": 2.0876826722338206, "grad_norm": 7.928933143615723, "learning_rate": 4.194630872483222e-05, "loss": 0.3229, "step": 250 }, { "epoch": 2.1711899791231732, "grad_norm": 5.597458839416504, "learning_rate": 4.36241610738255e-05, "loss": 0.3295, "step": 260 }, { "epoch": 2.2546972860125263, "grad_norm": 5.401355266571045, "learning_rate": 4.530201342281879e-05, "loss": 0.3238, "step": 270 }, { "epoch": 2.338204592901879, "grad_norm": 7.695993423461914, "learning_rate": 4.697986577181208e-05, "loss": 0.3138, "step": 280 }, { "epoch": 2.421711899791232, "grad_norm": 8.675772666931152, "learning_rate": 4.865771812080537e-05, "loss": 0.3461, "step": 290 }, { "epoch": 2.5052192066805845, "grad_norm": 9.49290657043457, "learning_rate": 4.99626447515876e-05, "loss": 0.3524, "step": 300 }, { "epoch": 2.588726513569937, "grad_norm": 3.6922707557678223, "learning_rate": 4.977586850952559e-05, "loss": 0.3145, "step": 310 }, { "epoch": 2.67223382045929, "grad_norm": 7.227968215942383, "learning_rate": 4.958909226746358e-05, "loss": 0.3054, "step": 320 }, { "epoch": 2.755741127348643, "grad_norm": 5.04173469543457, "learning_rate": 4.940231602540157e-05, "loss": 0.3404, "step": 330 }, { "epoch": 2.8392484342379958, "grad_norm": 5.110103607177734, "learning_rate": 4.9215539783339556e-05, "loss": 0.2992, "step": 340 }, { "epoch": 2.9227557411273484, "grad_norm": 5.469402313232422, "learning_rate": 4.902876354127755e-05, "loss": 0.2999, "step": 350 }, { "epoch": 2.997912317327766, "eval_accuracy": 0.9169273780203687, "eval_loss": 0.23837865889072418, "eval_runtime": 46.7529, "eval_samples_per_second": 321.327, "eval_steps_per_second": 5.026, "step": 359 }, { "epoch": 3.0062630480167014, "grad_norm": 5.160531997680664, "learning_rate": 4.884198729921554e-05, "loss": 0.2911, "step": 360 }, { "epoch": 3.0897703549060545, "grad_norm": 5.856198310852051, "learning_rate": 4.865521105715353e-05, "loss": 0.2959, "step": 370 }, { "epoch": 3.173277661795407, "grad_norm": 3.725022792816162, "learning_rate": 4.846843481509152e-05, "loss": 0.2956, "step": 380 }, { "epoch": 3.25678496868476, "grad_norm": 5.262429237365723, "learning_rate": 4.828165857302951e-05, "loss": 0.3044, "step": 390 }, { "epoch": 3.3402922755741127, "grad_norm": 5.595754623413086, "learning_rate": 4.80948823309675e-05, "loss": 0.3188, "step": 400 }, { "epoch": 3.4237995824634657, "grad_norm": 5.292787075042725, "learning_rate": 4.790810608890549e-05, "loss": 0.3001, "step": 410 }, { "epoch": 3.5073068893528183, "grad_norm": 4.534820079803467, "learning_rate": 4.772132984684348e-05, "loss": 0.3011, "step": 420 }, { "epoch": 3.5908141962421714, "grad_norm": 11.022297859191895, "learning_rate": 4.753455360478147e-05, "loss": 0.2965, "step": 430 }, { "epoch": 3.674321503131524, "grad_norm": 5.595705986022949, "learning_rate": 4.734777736271946e-05, "loss": 0.3172, "step": 440 }, { "epoch": 3.757828810020877, "grad_norm": 5.017602443695068, "learning_rate": 4.716100112065745e-05, "loss": 0.326, "step": 450 }, { "epoch": 3.8413361169102296, "grad_norm": 3.5311007499694824, "learning_rate": 4.697422487859545e-05, "loss": 0.2831, "step": 460 }, { "epoch": 3.9248434237995826, "grad_norm": 4.687069892883301, "learning_rate": 4.678744863653344e-05, "loss": 0.2861, "step": 470 }, { "epoch": 4.0, "eval_accuracy": 0.9341010450642349, "eval_loss": 0.190222829580307, "eval_runtime": 46.9219, "eval_samples_per_second": 320.17, "eval_steps_per_second": 5.008, "step": 479 }, { "epoch": 4.008350730688935, "grad_norm": 4.544097900390625, "learning_rate": 4.660067239447142e-05, "loss": 0.305, "step": 480 }, { "epoch": 4.091858037578288, "grad_norm": 4.896882057189941, "learning_rate": 4.641389615240941e-05, "loss": 0.2827, "step": 490 }, { "epoch": 4.175365344467641, "grad_norm": 3.459932804107666, "learning_rate": 4.622711991034741e-05, "loss": 0.2754, "step": 500 }, { "epoch": 4.258872651356993, "grad_norm": 4.049550533294678, "learning_rate": 4.60403436682854e-05, "loss": 0.3175, "step": 510 }, { "epoch": 4.3423799582463465, "grad_norm": 5.197091579437256, "learning_rate": 4.585356742622339e-05, "loss": 0.2696, "step": 520 }, { "epoch": 4.4258872651356995, "grad_norm": 3.382556915283203, "learning_rate": 4.566679118416138e-05, "loss": 0.2625, "step": 530 }, { "epoch": 4.509394572025053, "grad_norm": 5.480315208435059, "learning_rate": 4.548001494209937e-05, "loss": 0.3011, "step": 540 }, { "epoch": 4.592901878914405, "grad_norm": 4.315974712371826, "learning_rate": 4.529323870003736e-05, "loss": 0.2671, "step": 550 }, { "epoch": 4.676409185803758, "grad_norm": 4.109740734100342, "learning_rate": 4.510646245797535e-05, "loss": 0.2873, "step": 560 }, { "epoch": 4.759916492693111, "grad_norm": 4.254931449890137, "learning_rate": 4.491968621591334e-05, "loss": 0.2989, "step": 570 }, { "epoch": 4.843423799582464, "grad_norm": 2.6343159675598145, "learning_rate": 4.473290997385133e-05, "loss": 0.2851, "step": 580 }, { "epoch": 4.926931106471816, "grad_norm": 4.918463230133057, "learning_rate": 4.454613373178932e-05, "loss": 0.3014, "step": 590 }, { "epoch": 4.993736951983299, "eval_accuracy": 0.9289755707914531, "eval_loss": 0.21536433696746826, "eval_runtime": 46.4537, "eval_samples_per_second": 323.397, "eval_steps_per_second": 5.059, "step": 598 }, { "epoch": 5.010438413361169, "grad_norm": 4.048580646514893, "learning_rate": 4.435935748972731e-05, "loss": 0.3089, "step": 600 }, { "epoch": 5.093945720250522, "grad_norm": 2.6534504890441895, "learning_rate": 4.4172581247665304e-05, "loss": 0.2496, "step": 610 }, { "epoch": 5.177453027139875, "grad_norm": 5.901323318481445, "learning_rate": 4.398580500560329e-05, "loss": 0.3034, "step": 620 }, { "epoch": 5.260960334029227, "grad_norm": 4.444337844848633, "learning_rate": 4.379902876354128e-05, "loss": 0.2669, "step": 630 }, { "epoch": 5.34446764091858, "grad_norm": 6.911639213562012, "learning_rate": 4.361225252147927e-05, "loss": 0.26, "step": 640 }, { "epoch": 5.427974947807933, "grad_norm": 4.877162933349609, "learning_rate": 4.342547627941726e-05, "loss": 0.2732, "step": 650 }, { "epoch": 5.511482254697286, "grad_norm": 3.9637715816497803, "learning_rate": 4.3238700037355254e-05, "loss": 0.2957, "step": 660 }, { "epoch": 5.5949895615866385, "grad_norm": 4.107086181640625, "learning_rate": 4.3051923795293244e-05, "loss": 0.2746, "step": 670 }, { "epoch": 5.6784968684759916, "grad_norm": 4.021276950836182, "learning_rate": 4.2865147553231234e-05, "loss": 0.2755, "step": 680 }, { "epoch": 5.762004175365345, "grad_norm": 3.1536874771118164, "learning_rate": 4.2678371311169224e-05, "loss": 0.2781, "step": 690 }, { "epoch": 5.845511482254698, "grad_norm": 4.305199146270752, "learning_rate": 4.249159506910721e-05, "loss": 0.2536, "step": 700 }, { "epoch": 5.92901878914405, "grad_norm": 3.679614305496216, "learning_rate": 4.2304818827045204e-05, "loss": 0.292, "step": 710 }, { "epoch": 5.995824634655532, "eval_accuracy": 0.9382946149237835, "eval_loss": 0.176395446062088, "eval_runtime": 47.1844, "eval_samples_per_second": 318.389, "eval_steps_per_second": 4.98, "step": 718 }, { "epoch": 6.012526096033403, "grad_norm": 4.32383394241333, "learning_rate": 4.2118042584983194e-05, "loss": 0.2623, "step": 720 }, { "epoch": 6.096033402922756, "grad_norm": 3.5262672901153564, "learning_rate": 4.1931266342921183e-05, "loss": 0.2638, "step": 730 }, { "epoch": 6.179540709812109, "grad_norm": 4.600202560424805, "learning_rate": 4.1744490100859173e-05, "loss": 0.2747, "step": 740 }, { "epoch": 6.263048016701461, "grad_norm": 3.81154465675354, "learning_rate": 4.155771385879716e-05, "loss": 0.2528, "step": 750 }, { "epoch": 6.346555323590814, "grad_norm": 4.463883399963379, "learning_rate": 4.137093761673515e-05, "loss": 0.2588, "step": 760 }, { "epoch": 6.430062630480167, "grad_norm": 3.8353664875030518, "learning_rate": 4.118416137467314e-05, "loss": 0.2618, "step": 770 }, { "epoch": 6.51356993736952, "grad_norm": 3.2617974281311035, "learning_rate": 4.099738513261113e-05, "loss": 0.2581, "step": 780 }, { "epoch": 6.597077244258872, "grad_norm": 6.762134075164795, "learning_rate": 4.081060889054912e-05, "loss": 0.288, "step": 790 }, { "epoch": 6.680584551148225, "grad_norm": 3.397378444671631, "learning_rate": 4.062383264848711e-05, "loss": 0.2972, "step": 800 }, { "epoch": 6.764091858037578, "grad_norm": 3.1325230598449707, "learning_rate": 4.04370564064251e-05, "loss": 0.2783, "step": 810 }, { "epoch": 6.847599164926931, "grad_norm": 4.460423946380615, "learning_rate": 4.02502801643631e-05, "loss": 0.2532, "step": 820 }, { "epoch": 6.931106471816284, "grad_norm": 4.6303839683532715, "learning_rate": 4.006350392230109e-05, "loss": 0.2441, "step": 830 }, { "epoch": 6.997912317327766, "eval_accuracy": 0.9348332556746323, "eval_loss": 0.1894187480211258, "eval_runtime": 47.4308, "eval_samples_per_second": 316.735, "eval_steps_per_second": 4.955, "step": 838 }, { "epoch": 7.014613778705637, "grad_norm": 3.667642593383789, "learning_rate": 3.987672768023907e-05, "loss": 0.2548, "step": 840 }, { "epoch": 7.09812108559499, "grad_norm": 3.9511961936950684, "learning_rate": 3.968995143817706e-05, "loss": 0.2458, "step": 850 }, { "epoch": 7.181628392484343, "grad_norm": 4.884164810180664, "learning_rate": 3.950317519611505e-05, "loss": 0.2311, "step": 860 }, { "epoch": 7.265135699373695, "grad_norm": 5.010523796081543, "learning_rate": 3.931639895405305e-05, "loss": 0.2719, "step": 870 }, { "epoch": 7.348643006263048, "grad_norm": 4.1294636726379395, "learning_rate": 3.912962271199104e-05, "loss": 0.2674, "step": 880 }, { "epoch": 7.432150313152401, "grad_norm": 4.736259460449219, "learning_rate": 3.894284646992903e-05, "loss": 0.2591, "step": 890 }, { "epoch": 7.515657620041754, "grad_norm": 4.864129066467285, "learning_rate": 3.875607022786702e-05, "loss": 0.2645, "step": 900 }, { "epoch": 7.599164926931106, "grad_norm": 3.61091685295105, "learning_rate": 3.8569293985805e-05, "loss": 0.2505, "step": 910 }, { "epoch": 7.682672233820459, "grad_norm": 4.3915863037109375, "learning_rate": 3.8382517743743e-05, "loss": 0.2629, "step": 920 }, { "epoch": 7.766179540709812, "grad_norm": 4.1510419845581055, "learning_rate": 3.819574150168099e-05, "loss": 0.2463, "step": 930 }, { "epoch": 7.849686847599165, "grad_norm": 3.3655436038970947, "learning_rate": 3.800896525961898e-05, "loss": 0.2588, "step": 940 }, { "epoch": 7.933194154488517, "grad_norm": 3.585494041442871, "learning_rate": 3.782218901755697e-05, "loss": 0.2416, "step": 950 }, { "epoch": 8.0, "eval_accuracy": 0.9348998202755775, "eval_loss": 0.19133438169956207, "eval_runtime": 47.4532, "eval_samples_per_second": 316.585, "eval_steps_per_second": 4.952, "step": 958 }, { "epoch": 8.01670146137787, "grad_norm": 4.570364475250244, "learning_rate": 3.763541277549496e-05, "loss": 0.2512, "step": 960 }, { "epoch": 8.100208768267223, "grad_norm": 3.438917398452759, "learning_rate": 3.744863653343295e-05, "loss": 0.2376, "step": 970 }, { "epoch": 8.183716075156577, "grad_norm": 6.080543518066406, "learning_rate": 3.726186029137094e-05, "loss": 0.2552, "step": 980 }, { "epoch": 8.267223382045929, "grad_norm": 4.013462543487549, "learning_rate": 3.707508404930893e-05, "loss": 0.2494, "step": 990 }, { "epoch": 8.350730688935283, "grad_norm": 3.6214938163757324, "learning_rate": 3.688830780724692e-05, "loss": 0.2411, "step": 1000 }, { "epoch": 8.434237995824635, "grad_norm": 3.5283772945404053, "learning_rate": 3.670153156518491e-05, "loss": 0.2266, "step": 1010 }, { "epoch": 8.517745302713987, "grad_norm": 6.508725166320801, "learning_rate": 3.65147553231229e-05, "loss": 0.2463, "step": 1020 }, { "epoch": 8.60125260960334, "grad_norm": 3.3739099502563477, "learning_rate": 3.6327979081060895e-05, "loss": 0.2359, "step": 1030 }, { "epoch": 8.684759916492693, "grad_norm": 3.321066379547119, "learning_rate": 3.6141202838998885e-05, "loss": 0.2445, "step": 1040 }, { "epoch": 8.768267223382045, "grad_norm": 3.418613910675049, "learning_rate": 3.595442659693687e-05, "loss": 0.2588, "step": 1050 }, { "epoch": 8.851774530271399, "grad_norm": 3.841691255569458, "learning_rate": 3.576765035487486e-05, "loss": 0.2431, "step": 1060 }, { "epoch": 8.935281837160751, "grad_norm": 4.421708583831787, "learning_rate": 3.558087411281285e-05, "loss": 0.2642, "step": 1070 }, { "epoch": 8.993736951983298, "eval_accuracy": 0.9384943087266192, "eval_loss": 0.17376160621643066, "eval_runtime": 47.0041, "eval_samples_per_second": 319.611, "eval_steps_per_second": 5.0, "step": 1077 }, { "epoch": 9.018789144050105, "grad_norm": 3.4606330394744873, "learning_rate": 3.5394097870750844e-05, "loss": 0.2577, "step": 1080 }, { "epoch": 9.102296450939457, "grad_norm": 2.89786434173584, "learning_rate": 3.5207321628688834e-05, "loss": 0.2562, "step": 1090 }, { "epoch": 9.18580375782881, "grad_norm": 4.433104515075684, "learning_rate": 3.5020545386626824e-05, "loss": 0.2368, "step": 1100 }, { "epoch": 9.269311064718163, "grad_norm": 3.6675984859466553, "learning_rate": 3.4833769144564814e-05, "loss": 0.2429, "step": 1110 }, { "epoch": 9.352818371607516, "grad_norm": 3.072791814804077, "learning_rate": 3.46469929025028e-05, "loss": 0.2117, "step": 1120 }, { "epoch": 9.436325678496868, "grad_norm": 3.7456765174865723, "learning_rate": 3.4460216660440794e-05, "loss": 0.2368, "step": 1130 }, { "epoch": 9.519832985386222, "grad_norm": 5.997681140899658, "learning_rate": 3.4273440418378784e-05, "loss": 0.2513, "step": 1140 }, { "epoch": 9.603340292275574, "grad_norm": 4.1110124588012695, "learning_rate": 3.4086664176316774e-05, "loss": 0.2602, "step": 1150 }, { "epoch": 9.686847599164928, "grad_norm": 3.402402639389038, "learning_rate": 3.3899887934254764e-05, "loss": 0.2323, "step": 1160 }, { "epoch": 9.77035490605428, "grad_norm": 3.7895450592041016, "learning_rate": 3.3713111692192754e-05, "loss": 0.2339, "step": 1170 }, { "epoch": 9.853862212943632, "grad_norm": 2.2243807315826416, "learning_rate": 3.3526335450130744e-05, "loss": 0.2496, "step": 1180 }, { "epoch": 9.937369519832986, "grad_norm": 4.900872707366943, "learning_rate": 3.333955920806874e-05, "loss": 0.2482, "step": 1190 }, { "epoch": 9.995824634655532, "eval_accuracy": 0.9370964521067696, "eval_loss": 0.19109387695789337, "eval_runtime": 47.2977, "eval_samples_per_second": 317.626, "eval_steps_per_second": 4.969, "step": 1197 }, { "epoch": 10.020876826722338, "grad_norm": 5.6255998611450195, "learning_rate": 3.3152782966006724e-05, "loss": 0.2399, "step": 1200 }, { "epoch": 10.10438413361169, "grad_norm": 3.8569297790527344, "learning_rate": 3.2966006723944714e-05, "loss": 0.2342, "step": 1210 }, { "epoch": 10.187891440501044, "grad_norm": 3.362445831298828, "learning_rate": 3.2779230481882703e-05, "loss": 0.2104, "step": 1220 }, { "epoch": 10.271398747390396, "grad_norm": 3.918388605117798, "learning_rate": 3.2592454239820693e-05, "loss": 0.2319, "step": 1230 }, { "epoch": 10.35490605427975, "grad_norm": 4.792023658752441, "learning_rate": 3.240567799775869e-05, "loss": 0.2151, "step": 1240 }, { "epoch": 10.438413361169102, "grad_norm": 3.7443833351135254, "learning_rate": 3.221890175569668e-05, "loss": 0.2096, "step": 1250 }, { "epoch": 10.521920668058454, "grad_norm": 3.4863789081573486, "learning_rate": 3.203212551363467e-05, "loss": 0.2439, "step": 1260 }, { "epoch": 10.605427974947808, "grad_norm": 3.4557056427001953, "learning_rate": 3.184534927157265e-05, "loss": 0.2258, "step": 1270 }, { "epoch": 10.68893528183716, "grad_norm": 3.1916327476501465, "learning_rate": 3.165857302951064e-05, "loss": 0.2314, "step": 1280 }, { "epoch": 10.772442588726513, "grad_norm": 3.4237937927246094, "learning_rate": 3.147179678744864e-05, "loss": 0.2217, "step": 1290 }, { "epoch": 10.855949895615867, "grad_norm": 4.48100471496582, "learning_rate": 3.128502054538663e-05, "loss": 0.2268, "step": 1300 }, { "epoch": 10.939457202505219, "grad_norm": 4.131446361541748, "learning_rate": 3.109824430332462e-05, "loss": 0.2279, "step": 1310 }, { "epoch": 10.997912317327767, "eval_accuracy": 0.9380949211209478, "eval_loss": 0.1867293417453766, "eval_runtime": 47.3757, "eval_samples_per_second": 317.104, "eval_steps_per_second": 4.96, "step": 1317 }, { "epoch": 11.022964509394573, "grad_norm": 3.454545736312866, "learning_rate": 3.091146806126261e-05, "loss": 0.2134, "step": 1320 }, { "epoch": 11.106471816283925, "grad_norm": 5.787585258483887, "learning_rate": 3.07246918192006e-05, "loss": 0.2072, "step": 1330 }, { "epoch": 11.189979123173277, "grad_norm": 3.804635763168335, "learning_rate": 3.053791557713859e-05, "loss": 0.2113, "step": 1340 }, { "epoch": 11.273486430062631, "grad_norm": 2.5503077507019043, "learning_rate": 3.035113933507658e-05, "loss": 0.2299, "step": 1350 }, { "epoch": 11.356993736951983, "grad_norm": 3.30344295501709, "learning_rate": 3.016436309301457e-05, "loss": 0.2037, "step": 1360 }, { "epoch": 11.440501043841335, "grad_norm": 3.5026683807373047, "learning_rate": 2.997758685095256e-05, "loss": 0.2242, "step": 1370 }, { "epoch": 11.52400835073069, "grad_norm": 4.991878032684326, "learning_rate": 2.9790810608890552e-05, "loss": 0.2234, "step": 1380 }, { "epoch": 11.607515657620041, "grad_norm": 5.6365437507629395, "learning_rate": 2.9604034366828542e-05, "loss": 0.2238, "step": 1390 }, { "epoch": 11.691022964509395, "grad_norm": 3.200317144393921, "learning_rate": 2.9417258124766532e-05, "loss": 0.213, "step": 1400 }, { "epoch": 11.774530271398747, "grad_norm": 4.857986927032471, "learning_rate": 2.923048188270452e-05, "loss": 0.2279, "step": 1410 }, { "epoch": 11.8580375782881, "grad_norm": 3.4726953506469727, "learning_rate": 2.904370564064251e-05, "loss": 0.2346, "step": 1420 }, { "epoch": 11.941544885177453, "grad_norm": 4.036787986755371, "learning_rate": 2.8856929398580502e-05, "loss": 0.2331, "step": 1430 }, { "epoch": 12.0, "eval_accuracy": 0.9388936963322905, "eval_loss": 0.1814269721508026, "eval_runtime": 46.6546, "eval_samples_per_second": 322.004, "eval_steps_per_second": 5.037, "step": 1437 }, { "epoch": 12.025052192066806, "grad_norm": 6.564273834228516, "learning_rate": 2.8670153156518492e-05, "loss": 0.2032, "step": 1440 }, { "epoch": 12.108559498956158, "grad_norm": 2.8712363243103027, "learning_rate": 2.8483376914456482e-05, "loss": 0.2101, "step": 1450 }, { "epoch": 12.192066805845512, "grad_norm": 4.087766647338867, "learning_rate": 2.8296600672394475e-05, "loss": 0.2016, "step": 1460 }, { "epoch": 12.275574112734864, "grad_norm": 4.2068867683410645, "learning_rate": 2.8109824430332465e-05, "loss": 0.2072, "step": 1470 }, { "epoch": 12.359081419624218, "grad_norm": 2.1417343616485596, "learning_rate": 2.7923048188270452e-05, "loss": 0.2167, "step": 1480 }, { "epoch": 12.44258872651357, "grad_norm": 4.0305256843566895, "learning_rate": 2.773627194620844e-05, "loss": 0.2179, "step": 1490 }, { "epoch": 12.526096033402922, "grad_norm": 3.431574821472168, "learning_rate": 2.754949570414643e-05, "loss": 0.2102, "step": 1500 }, { "epoch": 12.609603340292276, "grad_norm": 3.1864852905273438, "learning_rate": 2.7362719462084425e-05, "loss": 0.21, "step": 1510 }, { "epoch": 12.693110647181628, "grad_norm": 4.349884033203125, "learning_rate": 2.7175943220022415e-05, "loss": 0.2339, "step": 1520 }, { "epoch": 12.776617954070982, "grad_norm": 3.7044005393981934, "learning_rate": 2.6989166977960405e-05, "loss": 0.2364, "step": 1530 }, { "epoch": 12.860125260960334, "grad_norm": 4.139816761016846, "learning_rate": 2.6802390735898398e-05, "loss": 0.1971, "step": 1540 }, { "epoch": 12.943632567849686, "grad_norm": 3.852142333984375, "learning_rate": 2.661561449383638e-05, "loss": 0.2208, "step": 1550 }, { "epoch": 12.993736951983298, "eval_accuracy": 0.9400918591493044, "eval_loss": 0.17901407182216644, "eval_runtime": 47.4241, "eval_samples_per_second": 316.78, "eval_steps_per_second": 4.955, "step": 1556 }, { "epoch": 13.02713987473904, "grad_norm": 3.2813127040863037, "learning_rate": 2.6428838251774375e-05, "loss": 0.1947, "step": 1560 }, { "epoch": 13.110647181628392, "grad_norm": 3.5853235721588135, "learning_rate": 2.6242062009712364e-05, "loss": 0.2054, "step": 1570 }, { "epoch": 13.194154488517745, "grad_norm": 5.702735900878906, "learning_rate": 2.6055285767650354e-05, "loss": 0.2423, "step": 1580 }, { "epoch": 13.277661795407099, "grad_norm": 2.9345734119415283, "learning_rate": 2.5868509525588348e-05, "loss": 0.2051, "step": 1590 }, { "epoch": 13.36116910229645, "grad_norm": 3.577324390411377, "learning_rate": 2.5681733283526338e-05, "loss": 0.2146, "step": 1600 }, { "epoch": 13.444676409185803, "grad_norm": 4.566287994384766, "learning_rate": 2.5494957041464328e-05, "loss": 0.1991, "step": 1610 }, { "epoch": 13.528183716075157, "grad_norm": 3.031125545501709, "learning_rate": 2.5308180799402314e-05, "loss": 0.2154, "step": 1620 }, { "epoch": 13.611691022964509, "grad_norm": 4.158732891082764, "learning_rate": 2.5121404557340304e-05, "loss": 0.1946, "step": 1630 }, { "epoch": 13.695198329853863, "grad_norm": 4.315579414367676, "learning_rate": 2.4934628315278297e-05, "loss": 0.1917, "step": 1640 }, { "epoch": 13.778705636743215, "grad_norm": 4.10720157623291, "learning_rate": 2.4747852073216287e-05, "loss": 0.1939, "step": 1650 }, { "epoch": 13.862212943632567, "grad_norm": 3.212385892868042, "learning_rate": 2.4561075831154277e-05, "loss": 0.2117, "step": 1660 }, { "epoch": 13.945720250521921, "grad_norm": 6.1147260665893555, "learning_rate": 2.437429958909227e-05, "loss": 0.2326, "step": 1670 }, { "epoch": 13.995824634655532, "eval_accuracy": 0.9366304999001531, "eval_loss": 0.19255150854587555, "eval_runtime": 46.9856, "eval_samples_per_second": 319.736, "eval_steps_per_second": 5.002, "step": 1676 }, { "epoch": 14.029227557411273, "grad_norm": 3.787531852722168, "learning_rate": 2.4187523347030257e-05, "loss": 0.185, "step": 1680 }, { "epoch": 14.112734864300627, "grad_norm": 3.1980652809143066, "learning_rate": 2.400074710496825e-05, "loss": 0.2099, "step": 1690 }, { "epoch": 14.19624217118998, "grad_norm": 5.701913356781006, "learning_rate": 2.381397086290624e-05, "loss": 0.1836, "step": 1700 }, { "epoch": 14.279749478079331, "grad_norm": 3.619966745376587, "learning_rate": 2.362719462084423e-05, "loss": 0.2131, "step": 1710 }, { "epoch": 14.363256784968685, "grad_norm": 2.987546443939209, "learning_rate": 2.344041837878222e-05, "loss": 0.1942, "step": 1720 }, { "epoch": 14.446764091858038, "grad_norm": 3.103140115737915, "learning_rate": 2.325364213672021e-05, "loss": 0.1909, "step": 1730 }, { "epoch": 14.53027139874739, "grad_norm": 3.544508695602417, "learning_rate": 2.3066865894658203e-05, "loss": 0.2042, "step": 1740 }, { "epoch": 14.613778705636744, "grad_norm": 4.177450656890869, "learning_rate": 2.288008965259619e-05, "loss": 0.1984, "step": 1750 }, { "epoch": 14.697286012526096, "grad_norm": 3.7388668060302734, "learning_rate": 2.269331341053418e-05, "loss": 0.2138, "step": 1760 }, { "epoch": 14.780793319415448, "grad_norm": 2.8315608501434326, "learning_rate": 2.2506537168472173e-05, "loss": 0.2081, "step": 1770 }, { "epoch": 14.864300626304802, "grad_norm": 3.59485125541687, "learning_rate": 2.231976092641016e-05, "loss": 0.1898, "step": 1780 }, { "epoch": 14.947807933194154, "grad_norm": 4.520532608032227, "learning_rate": 2.2132984684348153e-05, "loss": 0.1899, "step": 1790 }, { "epoch": 14.997912317327767, "eval_accuracy": 0.9371630167077148, "eval_loss": 0.19751960039138794, "eval_runtime": 47.3817, "eval_samples_per_second": 317.063, "eval_steps_per_second": 4.96, "step": 1796 }, { "epoch": 15.031315240083508, "grad_norm": 4.287206172943115, "learning_rate": 2.1946208442286143e-05, "loss": 0.1856, "step": 1800 }, { "epoch": 15.11482254697286, "grad_norm": 3.0820515155792236, "learning_rate": 2.1759432200224133e-05, "loss": 0.1809, "step": 1810 }, { "epoch": 15.198329853862212, "grad_norm": 4.431981086730957, "learning_rate": 2.1572655958162123e-05, "loss": 0.1904, "step": 1820 }, { "epoch": 15.281837160751566, "grad_norm": 4.667430400848389, "learning_rate": 2.1385879716100113e-05, "loss": 0.1854, "step": 1830 }, { "epoch": 15.365344467640918, "grad_norm": 3.1775588989257812, "learning_rate": 2.1199103474038103e-05, "loss": 0.206, "step": 1840 }, { "epoch": 15.448851774530272, "grad_norm": 4.10621976852417, "learning_rate": 2.1012327231976096e-05, "loss": 0.1997, "step": 1850 }, { "epoch": 15.532359081419624, "grad_norm": 3.4218993186950684, "learning_rate": 2.0825550989914083e-05, "loss": 0.1791, "step": 1860 }, { "epoch": 15.615866388308977, "grad_norm": 3.493351936340332, "learning_rate": 2.0638774747852076e-05, "loss": 0.1951, "step": 1870 }, { "epoch": 15.69937369519833, "grad_norm": 4.011974811553955, "learning_rate": 2.0451998505790066e-05, "loss": 0.1871, "step": 1880 }, { "epoch": 15.782881002087683, "grad_norm": 5.0797576904296875, "learning_rate": 2.0265222263728052e-05, "loss": 0.197, "step": 1890 }, { "epoch": 15.866388308977035, "grad_norm": 4.040988922119141, "learning_rate": 2.0078446021666046e-05, "loss": 0.1797, "step": 1900 }, { "epoch": 15.949895615866389, "grad_norm": 3.886463165283203, "learning_rate": 1.9891669779604036e-05, "loss": 0.1822, "step": 1910 }, { "epoch": 16.0, "eval_accuracy": 0.9351660786793583, "eval_loss": 0.20523545145988464, "eval_runtime": 46.5997, "eval_samples_per_second": 322.384, "eval_steps_per_second": 5.043, "step": 1916 }, { "epoch": 16.03340292275574, "grad_norm": 3.4292867183685303, "learning_rate": 1.9704893537542025e-05, "loss": 0.1948, "step": 1920 }, { "epoch": 16.116910229645093, "grad_norm": 4.07982063293457, "learning_rate": 1.9518117295480015e-05, "loss": 0.2022, "step": 1930 }, { "epoch": 16.200417536534445, "grad_norm": 3.2541186809539795, "learning_rate": 1.9331341053418005e-05, "loss": 0.1607, "step": 1940 }, { "epoch": 16.2839248434238, "grad_norm": 4.076241493225098, "learning_rate": 1.9144564811356e-05, "loss": 0.1579, "step": 1950 }, { "epoch": 16.367432150313153, "grad_norm": 3.7536261081695557, "learning_rate": 1.8957788569293985e-05, "loss": 0.1899, "step": 1960 }, { "epoch": 16.450939457202505, "grad_norm": 3.6366031169891357, "learning_rate": 1.8771012327231975e-05, "loss": 0.1818, "step": 1970 }, { "epoch": 16.534446764091857, "grad_norm": 3.176820755004883, "learning_rate": 1.858423608516997e-05, "loss": 0.1808, "step": 1980 }, { "epoch": 16.61795407098121, "grad_norm": 2.9712882041931152, "learning_rate": 1.839745984310796e-05, "loss": 0.1535, "step": 1990 }, { "epoch": 16.701461377870565, "grad_norm": 5.626895904541016, "learning_rate": 1.8210683601045948e-05, "loss": 0.1861, "step": 2000 }, { "epoch": 16.784968684759917, "grad_norm": 3.897157907485962, "learning_rate": 1.8023907358983938e-05, "loss": 0.1849, "step": 2010 }, { "epoch": 16.86847599164927, "grad_norm": 3.6972334384918213, "learning_rate": 1.7837131116921928e-05, "loss": 0.1562, "step": 2020 }, { "epoch": 16.95198329853862, "grad_norm": 6.524864673614502, "learning_rate": 1.7650354874859918e-05, "loss": 0.1837, "step": 2030 }, { "epoch": 16.993736951983298, "eval_accuracy": 0.9363642414963722, "eval_loss": 0.2078283280134201, "eval_runtime": 47.5905, "eval_samples_per_second": 315.672, "eval_steps_per_second": 4.938, "step": 2035 }, { "epoch": 17.035490605427974, "grad_norm": 4.618429183959961, "learning_rate": 1.7463578632797908e-05, "loss": 0.2028, "step": 2040 }, { "epoch": 17.11899791231733, "grad_norm": 4.595980167388916, "learning_rate": 1.7276802390735898e-05, "loss": 0.1687, "step": 2050 }, { "epoch": 17.20250521920668, "grad_norm": 2.575201988220215, "learning_rate": 1.709002614867389e-05, "loss": 0.1714, "step": 2060 }, { "epoch": 17.286012526096034, "grad_norm": 4.105851650238037, "learning_rate": 1.6903249906611878e-05, "loss": 0.1723, "step": 2070 }, { "epoch": 17.369519832985386, "grad_norm": 4.654282569885254, "learning_rate": 1.671647366454987e-05, "loss": 0.1891, "step": 2080 }, { "epoch": 17.453027139874738, "grad_norm": 3.8776493072509766, "learning_rate": 1.652969742248786e-05, "loss": 0.1662, "step": 2090 }, { "epoch": 17.53653444676409, "grad_norm": 7.09526252746582, "learning_rate": 1.634292118042585e-05, "loss": 0.1683, "step": 2100 }, { "epoch": 17.620041753653446, "grad_norm": 5.3857035636901855, "learning_rate": 1.615614493836384e-05, "loss": 0.1727, "step": 2110 }, { "epoch": 17.703549060542798, "grad_norm": 3.283949136734009, "learning_rate": 1.596936869630183e-05, "loss": 0.1903, "step": 2120 }, { "epoch": 17.78705636743215, "grad_norm": 5.982066631317139, "learning_rate": 1.578259245423982e-05, "loss": 0.1929, "step": 2130 }, { "epoch": 17.870563674321502, "grad_norm": 3.7765073776245117, "learning_rate": 1.559581621217781e-05, "loss": 0.1703, "step": 2140 }, { "epoch": 17.954070981210855, "grad_norm": 2.5590310096740723, "learning_rate": 1.54090399701158e-05, "loss": 0.1712, "step": 2150 }, { "epoch": 17.995824634655534, "eval_accuracy": 0.9288424415895626, "eval_loss": 0.23452672362327576, "eval_runtime": 47.2955, "eval_samples_per_second": 317.641, "eval_steps_per_second": 4.969, "step": 2155 }, { "epoch": 18.03757828810021, "grad_norm": 3.893446683883667, "learning_rate": 1.5222263728053792e-05, "loss": 0.1684, "step": 2160 }, { "epoch": 18.121085594989562, "grad_norm": 3.8617587089538574, "learning_rate": 1.5035487485991784e-05, "loss": 0.1913, "step": 2170 }, { "epoch": 18.204592901878915, "grad_norm": 3.266658306121826, "learning_rate": 1.4848711243929772e-05, "loss": 0.1699, "step": 2180 }, { "epoch": 18.288100208768267, "grad_norm": 3.2592689990997314, "learning_rate": 1.4661935001867764e-05, "loss": 0.1803, "step": 2190 }, { "epoch": 18.37160751565762, "grad_norm": 5.846588611602783, "learning_rate": 1.4475158759805754e-05, "loss": 0.1673, "step": 2200 }, { "epoch": 18.455114822546975, "grad_norm": 3.6083693504333496, "learning_rate": 1.4288382517743742e-05, "loss": 0.1631, "step": 2210 }, { "epoch": 18.538622129436327, "grad_norm": 3.4165074825286865, "learning_rate": 1.4101606275681733e-05, "loss": 0.152, "step": 2220 }, { "epoch": 18.62212943632568, "grad_norm": 3.8259122371673584, "learning_rate": 1.3914830033619725e-05, "loss": 0.1642, "step": 2230 }, { "epoch": 18.70563674321503, "grad_norm": 4.859554767608643, "learning_rate": 1.3728053791557715e-05, "loss": 0.1596, "step": 2240 }, { "epoch": 18.789144050104383, "grad_norm": 2.8771893978118896, "learning_rate": 1.3541277549495703e-05, "loss": 0.1484, "step": 2250 }, { "epoch": 18.872651356993735, "grad_norm": 4.107051849365234, "learning_rate": 1.3354501307433695e-05, "loss": 0.2161, "step": 2260 }, { "epoch": 18.95615866388309, "grad_norm": 5.493374347686768, "learning_rate": 1.3167725065371686e-05, "loss": 0.1715, "step": 2270 }, { "epoch": 18.997912317327767, "eval_accuracy": 0.9368301937029887, "eval_loss": 0.21558375656604767, "eval_runtime": 47.5388, "eval_samples_per_second": 316.016, "eval_steps_per_second": 4.943, "step": 2275 }, { "epoch": 19.039665970772443, "grad_norm": 2.9170358180999756, "learning_rate": 1.2980948823309675e-05, "loss": 0.1595, "step": 2280 }, { "epoch": 19.123173277661795, "grad_norm": 5.0754804611206055, "learning_rate": 1.2794172581247665e-05, "loss": 0.1671, "step": 2290 }, { "epoch": 19.206680584551147, "grad_norm": 4.310447692871094, "learning_rate": 1.2607396339185656e-05, "loss": 0.1759, "step": 2300 }, { "epoch": 19.2901878914405, "grad_norm": 5.011526584625244, "learning_rate": 1.2420620097123646e-05, "loss": 0.16, "step": 2310 }, { "epoch": 19.373695198329855, "grad_norm": 3.7505524158477783, "learning_rate": 1.2233843855061638e-05, "loss": 0.1622, "step": 2320 }, { "epoch": 19.457202505219207, "grad_norm": 4.531961917877197, "learning_rate": 1.2047067612999626e-05, "loss": 0.1648, "step": 2330 }, { "epoch": 19.54070981210856, "grad_norm": 2.6007046699523926, "learning_rate": 1.1860291370937618e-05, "loss": 0.1625, "step": 2340 }, { "epoch": 19.62421711899791, "grad_norm": 4.619992256164551, "learning_rate": 1.1673515128875608e-05, "loss": 0.1493, "step": 2350 }, { "epoch": 19.707724425887264, "grad_norm": 3.1437652111053467, "learning_rate": 1.1486738886813597e-05, "loss": 0.15, "step": 2360 }, { "epoch": 19.79123173277662, "grad_norm": 3.8565125465393066, "learning_rate": 1.1299962644751589e-05, "loss": 0.1433, "step": 2370 }, { "epoch": 19.87473903966597, "grad_norm": 4.988433837890625, "learning_rate": 1.1113186402689577e-05, "loss": 0.1663, "step": 2380 }, { "epoch": 19.958246346555324, "grad_norm": 4.064280033111572, "learning_rate": 1.0926410160627569e-05, "loss": 0.1516, "step": 2390 }, { "epoch": 20.0, "eval_accuracy": 0.9368301937029887, "eval_loss": 0.22790031135082245, "eval_runtime": 47.6095, "eval_samples_per_second": 315.546, "eval_steps_per_second": 4.936, "step": 2395 }, { "epoch": 20.041753653444676, "grad_norm": 4.115837097167969, "learning_rate": 1.0739633918565559e-05, "loss": 0.1424, "step": 2400 }, { "epoch": 20.12526096033403, "grad_norm": 4.192341327667236, "learning_rate": 1.055285767650355e-05, "loss": 0.155, "step": 2410 }, { "epoch": 20.20876826722338, "grad_norm": 4.125138282775879, "learning_rate": 1.0366081434441539e-05, "loss": 0.1576, "step": 2420 }, { "epoch": 20.292275574112736, "grad_norm": 3.7545394897460938, "learning_rate": 1.017930519237953e-05, "loss": 0.168, "step": 2430 }, { "epoch": 20.37578288100209, "grad_norm": 4.370765209197998, "learning_rate": 9.99252895031752e-06, "loss": 0.1566, "step": 2440 }, { "epoch": 20.45929018789144, "grad_norm": 2.987387180328369, "learning_rate": 9.80575270825551e-06, "loss": 0.1399, "step": 2450 }, { "epoch": 20.542797494780793, "grad_norm": 4.639241695404053, "learning_rate": 9.6189764661935e-06, "loss": 0.1447, "step": 2460 }, { "epoch": 20.626304801670145, "grad_norm": 2.296684741973877, "learning_rate": 9.43220022413149e-06, "loss": 0.1392, "step": 2470 }, { "epoch": 20.7098121085595, "grad_norm": 2.6289243698120117, "learning_rate": 9.245423982069482e-06, "loss": 0.1488, "step": 2480 }, { "epoch": 20.793319415448853, "grad_norm": 3.7014503479003906, "learning_rate": 9.058647740007472e-06, "loss": 0.1495, "step": 2490 }, { "epoch": 20.876826722338205, "grad_norm": 3.3644683361053467, "learning_rate": 8.871871497945462e-06, "loss": 0.1512, "step": 2500 }, { "epoch": 20.960334029227557, "grad_norm": 3.517514705657959, "learning_rate": 8.685095255883451e-06, "loss": 0.1504, "step": 2510 }, { "epoch": 20.993736951983298, "eval_accuracy": 0.9381614857218931, "eval_loss": 0.22127582132816315, "eval_runtime": 46.9949, "eval_samples_per_second": 319.673, "eval_steps_per_second": 5.001, "step": 2514 }, { "epoch": 21.04384133611691, "grad_norm": 2.8736536502838135, "learning_rate": 8.498319013821441e-06, "loss": 0.1439, "step": 2520 }, { "epoch": 21.127348643006265, "grad_norm": 3.371739387512207, "learning_rate": 8.311542771759433e-06, "loss": 0.1465, "step": 2530 }, { "epoch": 21.210855949895617, "grad_norm": 4.341720104217529, "learning_rate": 8.124766529697423e-06, "loss": 0.1272, "step": 2540 }, { "epoch": 21.29436325678497, "grad_norm": 4.213035583496094, "learning_rate": 7.937990287635413e-06, "loss": 0.1372, "step": 2550 }, { "epoch": 21.37787056367432, "grad_norm": 4.820446491241455, "learning_rate": 7.751214045573403e-06, "loss": 0.1413, "step": 2560 }, { "epoch": 21.461377870563673, "grad_norm": 5.027878761291504, "learning_rate": 7.564437803511394e-06, "loss": 0.1342, "step": 2570 }, { "epoch": 21.544885177453025, "grad_norm": 3.3291218280792236, "learning_rate": 7.3776615614493835e-06, "loss": 0.1385, "step": 2580 }, { "epoch": 21.62839248434238, "grad_norm": 4.18372106552124, "learning_rate": 7.190885319387375e-06, "loss": 0.1597, "step": 2590 }, { "epoch": 21.711899791231733, "grad_norm": 3.464853048324585, "learning_rate": 7.004109077325364e-06, "loss": 0.1516, "step": 2600 }, { "epoch": 21.795407098121085, "grad_norm": 3.7913620471954346, "learning_rate": 6.817332835263354e-06, "loss": 0.1407, "step": 2610 }, { "epoch": 21.878914405010438, "grad_norm": 3.104400873184204, "learning_rate": 6.630556593201345e-06, "loss": 0.1548, "step": 2620 }, { "epoch": 21.96242171189979, "grad_norm": 3.58847975730896, "learning_rate": 6.443780351139335e-06, "loss": 0.139, "step": 2630 }, { "epoch": 21.995824634655534, "eval_accuracy": 0.9370298875058244, "eval_loss": 0.2247340828180313, "eval_runtime": 47.4958, "eval_samples_per_second": 316.302, "eval_steps_per_second": 4.948, "step": 2634 }, { "epoch": 22.045929018789145, "grad_norm": 2.6478941440582275, "learning_rate": 6.257004109077326e-06, "loss": 0.1507, "step": 2640 }, { "epoch": 22.129436325678498, "grad_norm": 3.125650644302368, "learning_rate": 6.0702278670153155e-06, "loss": 0.1503, "step": 2650 }, { "epoch": 22.21294363256785, "grad_norm": 2.9791300296783447, "learning_rate": 5.883451624953306e-06, "loss": 0.1317, "step": 2660 }, { "epoch": 22.296450939457202, "grad_norm": 3.1157150268554688, "learning_rate": 5.696675382891296e-06, "loss": 0.1584, "step": 2670 }, { "epoch": 22.379958246346554, "grad_norm": 3.433903217315674, "learning_rate": 5.509899140829287e-06, "loss": 0.1424, "step": 2680 }, { "epoch": 22.46346555323591, "grad_norm": 2.764221429824829, "learning_rate": 5.323122898767277e-06, "loss": 0.135, "step": 2690 }, { "epoch": 22.546972860125262, "grad_norm": 6.406319618225098, "learning_rate": 5.136346656705268e-06, "loss": 0.1307, "step": 2700 }, { "epoch": 22.630480167014614, "grad_norm": 2.927151918411255, "learning_rate": 4.949570414643258e-06, "loss": 0.1259, "step": 2710 }, { "epoch": 22.713987473903966, "grad_norm": 2.335951089859009, "learning_rate": 4.762794172581248e-06, "loss": 0.138, "step": 2720 }, { "epoch": 22.79749478079332, "grad_norm": 3.3406760692596436, "learning_rate": 4.5760179305192375e-06, "loss": 0.1295, "step": 2730 }, { "epoch": 22.88100208768267, "grad_norm": 4.615182399749756, "learning_rate": 4.389241688457228e-06, "loss": 0.146, "step": 2740 }, { "epoch": 22.964509394572026, "grad_norm": 3.860175848007202, "learning_rate": 4.202465446395218e-06, "loss": 0.1264, "step": 2750 }, { "epoch": 22.997912317327767, "eval_accuracy": 0.938427744125674, "eval_loss": 0.23570792376995087, "eval_runtime": 47.1554, "eval_samples_per_second": 318.585, "eval_steps_per_second": 4.984, "step": 2754 }, { "epoch": 23.04801670146138, "grad_norm": 3.362682580947876, "learning_rate": 4.015689204333209e-06, "loss": 0.1557, "step": 2760 }, { "epoch": 23.13152400835073, "grad_norm": 4.399153709411621, "learning_rate": 3.8289129622712e-06, "loss": 0.1472, "step": 2770 }, { "epoch": 23.215031315240083, "grad_norm": 3.276092052459717, "learning_rate": 3.6421367202091897e-06, "loss": 0.1266, "step": 2780 }, { "epoch": 23.298538622129435, "grad_norm": 3.5454556941986084, "learning_rate": 3.45536047814718e-06, "loss": 0.1237, "step": 2790 }, { "epoch": 23.38204592901879, "grad_norm": 4.570245742797852, "learning_rate": 3.2685842360851704e-06, "loss": 0.138, "step": 2800 }, { "epoch": 23.465553235908143, "grad_norm": 4.357471466064453, "learning_rate": 3.0818079940231603e-06, "loss": 0.1675, "step": 2810 }, { "epoch": 23.549060542797495, "grad_norm": 2.96999192237854, "learning_rate": 2.8950317519611506e-06, "loss": 0.1432, "step": 2820 }, { "epoch": 23.632567849686847, "grad_norm": 2.6909894943237305, "learning_rate": 2.708255509899141e-06, "loss": 0.1306, "step": 2830 }, { "epoch": 23.7160751565762, "grad_norm": 2.8530972003936768, "learning_rate": 2.5214792678371313e-06, "loss": 0.1418, "step": 2840 }, { "epoch": 23.799582463465555, "grad_norm": 3.2527079582214355, "learning_rate": 2.3347030257751217e-06, "loss": 0.1367, "step": 2850 }, { "epoch": 23.883089770354907, "grad_norm": 4.381546497344971, "learning_rate": 2.147926783713112e-06, "loss": 0.1324, "step": 2860 }, { "epoch": 23.96659707724426, "grad_norm": 3.197265863418579, "learning_rate": 1.9611505416511024e-06, "loss": 0.1266, "step": 2870 }, { "epoch": 24.0, "eval_accuracy": 0.9380949211209478, "eval_loss": 0.23597599565982819, "eval_runtime": 47.4629, "eval_samples_per_second": 316.521, "eval_steps_per_second": 4.951, "step": 2874 }, { "epoch": 24.05010438413361, "grad_norm": 4.494243621826172, "learning_rate": 1.7743742995890923e-06, "loss": 0.1277, "step": 2880 }, { "epoch": 24.133611691022963, "grad_norm": 2.9121129512786865, "learning_rate": 1.5875980575270827e-06, "loss": 0.1119, "step": 2890 }, { "epoch": 24.217118997912316, "grad_norm": 4.936645984649658, "learning_rate": 1.400821815465073e-06, "loss": 0.1321, "step": 2900 }, { "epoch": 24.30062630480167, "grad_norm": 3.3100907802581787, "learning_rate": 1.2140455734030631e-06, "loss": 0.1347, "step": 2910 }, { "epoch": 24.384133611691023, "grad_norm": 3.270296096801758, "learning_rate": 1.0272693313410535e-06, "loss": 0.1339, "step": 2920 }, { "epoch": 24.467640918580376, "grad_norm": 5.395968437194824, "learning_rate": 8.404930892790437e-07, "loss": 0.1348, "step": 2930 }, { "epoch": 24.551148225469728, "grad_norm": 3.4229140281677246, "learning_rate": 6.53716847217034e-07, "loss": 0.1362, "step": 2940 }, { "epoch": 24.63465553235908, "grad_norm": 3.543994188308716, "learning_rate": 4.669406051550243e-07, "loss": 0.1277, "step": 2950 }, { "epoch": 24.718162839248436, "grad_norm": 3.7220823764801025, "learning_rate": 2.801643630930146e-07, "loss": 0.1366, "step": 2960 }, { "epoch": 24.801670146137788, "grad_norm": 3.1788253784179688, "learning_rate": 9.338812103100486e-08, "loss": 0.1144, "step": 2970 }, { "epoch": 24.843423799582464, "eval_accuracy": 0.9374958397124409, "eval_loss": 0.23700778186321259, "eval_runtime": 47.4891, "eval_samples_per_second": 316.346, "eval_steps_per_second": 4.948, "step": 2975 }, { "epoch": 24.843423799582464, "step": 2975, "total_flos": 1.488814196353273e+19, "train_loss": 0.23466382104809544, "train_runtime": 6976.8228, "train_samples_per_second": 109.728, "train_steps_per_second": 0.426 } ], "logging_steps": 10, "max_steps": 2975, "num_input_tokens_seen": 0, "num_train_epochs": 25, "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": 1.488814196353273e+19, "train_batch_size": 64, "trial_name": null, "trial_params": null }