{ "best_metric": 1.2707958221435547, "best_model_checkpoint": "./vit-base-beans/checkpoint-2600", "epoch": 3.9608269858541894, "global_step": 3640, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.01, "learning_rate": 0.00019945593035908596, "loss": 2.9646, "step": 10 }, { "epoch": 0.02, "learning_rate": 0.00019891186071817194, "loss": 2.8629, "step": 20 }, { "epoch": 0.03, "learning_rate": 0.0001983677910772579, "loss": 2.8738, "step": 30 }, { "epoch": 0.04, "learning_rate": 0.00019782372143634387, "loss": 2.7533, "step": 40 }, { "epoch": 0.04, "eval_accuracy": 0.235038084874864, "eval_loss": 2.7046968936920166, "eval_runtime": 30.8039, "eval_samples_per_second": 59.668, "eval_steps_per_second": 7.467, "step": 40 }, { "epoch": 0.05, "learning_rate": 0.00019727965179542982, "loss": 2.6376, "step": 50 }, { "epoch": 0.07, "learning_rate": 0.0001967355821545158, "loss": 2.7082, "step": 60 }, { "epoch": 0.08, "learning_rate": 0.00019619151251360175, "loss": 2.7173, "step": 70 }, { "epoch": 0.09, "learning_rate": 0.0001956474428726877, "loss": 2.6307, "step": 80 }, { "epoch": 0.09, "eval_accuracy": 0.26550598476605003, "eval_loss": 2.542313575744629, "eval_runtime": 31.8198, "eval_samples_per_second": 57.763, "eval_steps_per_second": 7.228, "step": 80 }, { "epoch": 0.1, "learning_rate": 0.00019510337323177369, "loss": 2.4765, "step": 90 }, { "epoch": 0.11, "learning_rate": 0.00019455930359085964, "loss": 2.4156, "step": 100 }, { "epoch": 0.12, "learning_rate": 0.00019401523394994562, "loss": 2.4868, "step": 110 }, { "epoch": 0.13, "learning_rate": 0.00019347116430903157, "loss": 2.4875, "step": 120 }, { "epoch": 0.13, "eval_accuracy": 0.25081610446137104, "eval_loss": 2.5568594932556152, "eval_runtime": 34.0995, "eval_samples_per_second": 53.901, "eval_steps_per_second": 6.745, "step": 120 }, { "epoch": 0.14, "learning_rate": 0.00019292709466811755, "loss": 2.5076, "step": 130 }, { "epoch": 0.15, "learning_rate": 0.0001923830250272035, "loss": 2.5709, "step": 140 }, { "epoch": 0.16, "learning_rate": 0.00019183895538628948, "loss": 2.4629, "step": 150 }, { "epoch": 0.17, "learning_rate": 0.00019129488574537543, "loss": 2.4422, "step": 160 }, { "epoch": 0.17, "eval_accuracy": 0.2867247007616975, "eval_loss": 2.414120674133301, "eval_runtime": 31.6836, "eval_samples_per_second": 58.011, "eval_steps_per_second": 7.259, "step": 160 }, { "epoch": 0.18, "learning_rate": 0.00019075081610446138, "loss": 2.4772, "step": 170 }, { "epoch": 0.2, "learning_rate": 0.00019020674646354733, "loss": 2.3993, "step": 180 }, { "epoch": 0.21, "learning_rate": 0.0001896626768226333, "loss": 2.3927, "step": 190 }, { "epoch": 0.22, "learning_rate": 0.00018911860718171927, "loss": 2.3488, "step": 200 }, { "epoch": 0.22, "eval_accuracy": 0.3133841131664853, "eval_loss": 2.361457347869873, "eval_runtime": 32.0343, "eval_samples_per_second": 57.376, "eval_steps_per_second": 7.18, "step": 200 }, { "epoch": 0.23, "learning_rate": 0.00018857453754080522, "loss": 2.4865, "step": 210 }, { "epoch": 0.24, "learning_rate": 0.0001880304678998912, "loss": 2.287, "step": 220 }, { "epoch": 0.25, "learning_rate": 0.00018748639825897715, "loss": 2.3538, "step": 230 }, { "epoch": 0.26, "learning_rate": 0.0001869423286180631, "loss": 2.4178, "step": 240 }, { "epoch": 0.26, "eval_accuracy": 0.3193688792165397, "eval_loss": 2.2913949489593506, "eval_runtime": 31.6054, "eval_samples_per_second": 58.155, "eval_steps_per_second": 7.277, "step": 240 }, { "epoch": 0.27, "learning_rate": 0.00018639825897714908, "loss": 2.3083, "step": 250 }, { "epoch": 0.28, "learning_rate": 0.00018585418933623503, "loss": 2.1267, "step": 260 }, { "epoch": 0.29, "learning_rate": 0.000185310119695321, "loss": 2.3088, "step": 270 }, { "epoch": 0.3, "learning_rate": 0.00018476605005440696, "loss": 2.1498, "step": 280 }, { "epoch": 0.3, "eval_accuracy": 0.33133841131664854, "eval_loss": 2.230421543121338, "eval_runtime": 32.4123, "eval_samples_per_second": 56.707, "eval_steps_per_second": 7.096, "step": 280 }, { "epoch": 0.32, "learning_rate": 0.00018422198041349294, "loss": 2.2239, "step": 290 }, { "epoch": 0.33, "learning_rate": 0.0001836779107725789, "loss": 2.2776, "step": 300 }, { "epoch": 0.34, "learning_rate": 0.00018313384113166484, "loss": 2.2717, "step": 310 }, { "epoch": 0.35, "learning_rate": 0.00018258977149075082, "loss": 2.2416, "step": 320 }, { "epoch": 0.35, "eval_accuracy": 0.34766050054406966, "eval_loss": 2.155261516571045, "eval_runtime": 31.3536, "eval_samples_per_second": 58.622, "eval_steps_per_second": 7.336, "step": 320 }, { "epoch": 0.36, "learning_rate": 0.00018204570184983678, "loss": 2.1923, "step": 330 }, { "epoch": 0.37, "learning_rate": 0.00018150163220892275, "loss": 2.1404, "step": 340 }, { "epoch": 0.38, "learning_rate": 0.0001809575625680087, "loss": 2.127, "step": 350 }, { "epoch": 0.39, "learning_rate": 0.00018041349292709469, "loss": 2.1643, "step": 360 }, { "epoch": 0.39, "eval_accuracy": 0.34494015233949943, "eval_loss": 2.2201523780822754, "eval_runtime": 31.5353, "eval_samples_per_second": 58.284, "eval_steps_per_second": 7.293, "step": 360 }, { "epoch": 0.4, "learning_rate": 0.00017986942328618064, "loss": 2.3303, "step": 370 }, { "epoch": 0.41, "learning_rate": 0.0001793253536452666, "loss": 2.0957, "step": 380 }, { "epoch": 0.42, "learning_rate": 0.00017878128400435257, "loss": 2.1675, "step": 390 }, { "epoch": 0.44, "learning_rate": 0.00017823721436343852, "loss": 2.1688, "step": 400 }, { "epoch": 0.44, "eval_accuracy": 0.3715995647442873, "eval_loss": 2.1544973850250244, "eval_runtime": 31.7596, "eval_samples_per_second": 57.872, "eval_steps_per_second": 7.242, "step": 400 }, { "epoch": 0.45, "learning_rate": 0.0001776931447225245, "loss": 2.1298, "step": 410 }, { "epoch": 0.46, "learning_rate": 0.00017714907508161045, "loss": 2.1467, "step": 420 }, { "epoch": 0.47, "learning_rate": 0.00017660500544069643, "loss": 2.0672, "step": 430 }, { "epoch": 0.48, "learning_rate": 0.00017606093579978238, "loss": 2.0324, "step": 440 }, { "epoch": 0.48, "eval_accuracy": 0.3928182807399347, "eval_loss": 2.0655834674835205, "eval_runtime": 31.6367, "eval_samples_per_second": 58.097, "eval_steps_per_second": 7.27, "step": 440 }, { "epoch": 0.49, "learning_rate": 0.00017551686615886836, "loss": 1.9756, "step": 450 }, { "epoch": 0.5, "learning_rate": 0.0001749727965179543, "loss": 2.1049, "step": 460 }, { "epoch": 0.51, "learning_rate": 0.00017442872687704027, "loss": 2.0169, "step": 470 }, { "epoch": 0.52, "learning_rate": 0.00017388465723612624, "loss": 2.1648, "step": 480 }, { "epoch": 0.52, "eval_accuracy": 0.3982589771490751, "eval_loss": 2.052687644958496, "eval_runtime": 31.623, "eval_samples_per_second": 58.122, "eval_steps_per_second": 7.273, "step": 480 }, { "epoch": 0.53, "learning_rate": 0.0001733405875952122, "loss": 1.9753, "step": 490 }, { "epoch": 0.54, "learning_rate": 0.00017279651795429818, "loss": 2.2119, "step": 500 }, { "epoch": 0.55, "learning_rate": 0.00017225244831338413, "loss": 2.0171, "step": 510 }, { "epoch": 0.57, "learning_rate": 0.0001717083786724701, "loss": 2.0568, "step": 520 }, { "epoch": 0.57, "eval_accuracy": 0.4009793253536453, "eval_loss": 2.0108883380889893, "eval_runtime": 31.345, "eval_samples_per_second": 58.638, "eval_steps_per_second": 7.338, "step": 520 }, { "epoch": 0.58, "learning_rate": 0.00017116430903155606, "loss": 2.0011, "step": 530 }, { "epoch": 0.59, "learning_rate": 0.000170620239390642, "loss": 1.9614, "step": 540 }, { "epoch": 0.6, "learning_rate": 0.000170076169749728, "loss": 1.9669, "step": 550 }, { "epoch": 0.61, "learning_rate": 0.00016953210010881394, "loss": 1.9287, "step": 560 }, { "epoch": 0.61, "eval_accuracy": 0.3900979325353645, "eval_loss": 2.06852126121521, "eval_runtime": 31.417, "eval_samples_per_second": 58.503, "eval_steps_per_second": 7.321, "step": 560 }, { "epoch": 0.62, "learning_rate": 0.0001689880304678999, "loss": 1.9279, "step": 570 }, { "epoch": 0.63, "learning_rate": 0.00016844396082698585, "loss": 2.0612, "step": 580 }, { "epoch": 0.64, "learning_rate": 0.00016789989118607182, "loss": 2.0225, "step": 590 }, { "epoch": 0.65, "learning_rate": 0.00016735582154515778, "loss": 2.0335, "step": 600 }, { "epoch": 0.65, "eval_accuracy": 0.39336235038084877, "eval_loss": 2.0253407955169678, "eval_runtime": 31.882, "eval_samples_per_second": 57.65, "eval_steps_per_second": 7.214, "step": 600 }, { "epoch": 0.66, "learning_rate": 0.00016681175190424373, "loss": 2.2113, "step": 610 }, { "epoch": 0.67, "learning_rate": 0.0001662676822633297, "loss": 2.101, "step": 620 }, { "epoch": 0.69, "learning_rate": 0.00016572361262241566, "loss": 1.9211, "step": 630 }, { "epoch": 0.7, "learning_rate": 0.00016517954298150164, "loss": 2.1521, "step": 640 }, { "epoch": 0.7, "eval_accuracy": 0.40696409140369966, "eval_loss": 2.0242509841918945, "eval_runtime": 31.6803, "eval_samples_per_second": 58.017, "eval_steps_per_second": 7.26, "step": 640 }, { "epoch": 0.71, "learning_rate": 0.0001646354733405876, "loss": 1.9707, "step": 650 }, { "epoch": 0.72, "learning_rate": 0.00016409140369967357, "loss": 1.7482, "step": 660 }, { "epoch": 0.73, "learning_rate": 0.00016354733405875952, "loss": 2.0443, "step": 670 }, { "epoch": 0.74, "learning_rate": 0.0001630032644178455, "loss": 1.909, "step": 680 }, { "epoch": 0.74, "eval_accuracy": 0.4363438520130577, "eval_loss": 1.8839356899261475, "eval_runtime": 31.4005, "eval_samples_per_second": 58.534, "eval_steps_per_second": 7.325, "step": 680 }, { "epoch": 0.75, "learning_rate": 0.00016245919477693145, "loss": 1.9677, "step": 690 }, { "epoch": 0.76, "learning_rate": 0.0001619151251360174, "loss": 1.9786, "step": 700 }, { "epoch": 0.77, "learning_rate": 0.00016137105549510338, "loss": 1.856, "step": 710 }, { "epoch": 0.78, "learning_rate": 0.00016082698585418933, "loss": 1.9212, "step": 720 }, { "epoch": 0.78, "eval_accuracy": 0.4504896626768226, "eval_loss": 1.8623088598251343, "eval_runtime": 31.5361, "eval_samples_per_second": 58.282, "eval_steps_per_second": 7.293, "step": 720 }, { "epoch": 0.79, "learning_rate": 0.00016028291621327531, "loss": 1.7232, "step": 730 }, { "epoch": 0.81, "learning_rate": 0.00015973884657236127, "loss": 1.9299, "step": 740 }, { "epoch": 0.82, "learning_rate": 0.00015919477693144724, "loss": 1.9622, "step": 750 }, { "epoch": 0.83, "learning_rate": 0.0001586507072905332, "loss": 1.9359, "step": 760 }, { "epoch": 0.83, "eval_accuracy": 0.42546245919477693, "eval_loss": 1.893409013748169, "eval_runtime": 31.8615, "eval_samples_per_second": 57.687, "eval_steps_per_second": 7.219, "step": 760 }, { "epoch": 0.84, "learning_rate": 0.00015810663764961915, "loss": 1.929, "step": 770 }, { "epoch": 0.85, "learning_rate": 0.00015756256800870513, "loss": 1.8717, "step": 780 }, { "epoch": 0.86, "learning_rate": 0.00015701849836779108, "loss": 1.9117, "step": 790 }, { "epoch": 0.87, "learning_rate": 0.00015647442872687706, "loss": 1.8435, "step": 800 }, { "epoch": 0.87, "eval_accuracy": 0.4815016322089227, "eval_loss": 1.765435814857483, "eval_runtime": 31.2045, "eval_samples_per_second": 58.902, "eval_steps_per_second": 7.371, "step": 800 }, { "epoch": 0.88, "learning_rate": 0.000155930359085963, "loss": 1.8022, "step": 810 }, { "epoch": 0.89, "learning_rate": 0.000155386289445049, "loss": 1.8581, "step": 820 }, { "epoch": 0.9, "learning_rate": 0.00015484221980413494, "loss": 2.1219, "step": 830 }, { "epoch": 0.91, "learning_rate": 0.0001542981501632209, "loss": 1.7116, "step": 840 }, { "epoch": 0.91, "eval_accuracy": 0.47551686615886835, "eval_loss": 1.7760648727416992, "eval_runtime": 31.1164, "eval_samples_per_second": 59.068, "eval_steps_per_second": 7.392, "step": 840 }, { "epoch": 0.92, "learning_rate": 0.00015375408052230687, "loss": 1.8721, "step": 850 }, { "epoch": 0.94, "learning_rate": 0.00015321001088139282, "loss": 1.8389, "step": 860 }, { "epoch": 0.95, "learning_rate": 0.0001526659412404788, "loss": 1.8014, "step": 870 }, { "epoch": 0.96, "learning_rate": 0.00015212187159956476, "loss": 1.7788, "step": 880 }, { "epoch": 0.96, "eval_accuracy": 0.49183895538628947, "eval_loss": 1.7206392288208008, "eval_runtime": 31.9363, "eval_samples_per_second": 57.552, "eval_steps_per_second": 7.202, "step": 880 }, { "epoch": 0.97, "learning_rate": 0.00015157780195865073, "loss": 1.7437, "step": 890 }, { "epoch": 0.98, "learning_rate": 0.00015103373231773669, "loss": 1.7861, "step": 900 }, { "epoch": 0.99, "learning_rate": 0.00015048966267682264, "loss": 1.9204, "step": 910 }, { "epoch": 1.0, "learning_rate": 0.00014994559303590862, "loss": 1.8087, "step": 920 }, { "epoch": 1.0, "eval_accuracy": 0.4956474428726877, "eval_loss": 1.7031298875808716, "eval_runtime": 31.4911, "eval_samples_per_second": 58.366, "eval_steps_per_second": 7.304, "step": 920 }, { "epoch": 1.01, "learning_rate": 0.00014940152339499457, "loss": 1.3634, "step": 930 }, { "epoch": 1.02, "learning_rate": 0.00014885745375408052, "loss": 1.5091, "step": 940 }, { "epoch": 1.03, "learning_rate": 0.0001483133841131665, "loss": 1.3875, "step": 950 }, { "epoch": 1.04, "learning_rate": 0.00014776931447225245, "loss": 1.352, "step": 960 }, { "epoch": 1.04, "eval_accuracy": 0.500544069640914, "eval_loss": 1.699517846107483, "eval_runtime": 31.4103, "eval_samples_per_second": 58.516, "eval_steps_per_second": 7.322, "step": 960 }, { "epoch": 1.06, "learning_rate": 0.0001472252448313384, "loss": 1.5501, "step": 970 }, { "epoch": 1.07, "learning_rate": 0.00014668117519042438, "loss": 1.2166, "step": 980 }, { "epoch": 1.08, "learning_rate": 0.00014613710554951034, "loss": 1.3054, "step": 990 }, { "epoch": 1.09, "learning_rate": 0.0001455930359085963, "loss": 1.6001, "step": 1000 }, { "epoch": 1.09, "eval_accuracy": 0.5119695321001088, "eval_loss": 1.688511610031128, "eval_runtime": 31.1036, "eval_samples_per_second": 59.093, "eval_steps_per_second": 7.395, "step": 1000 }, { "epoch": 1.1, "learning_rate": 0.00014504896626768227, "loss": 1.427, "step": 1010 }, { "epoch": 1.11, "learning_rate": 0.00014450489662676822, "loss": 1.453, "step": 1020 }, { "epoch": 1.12, "learning_rate": 0.0001439608269858542, "loss": 1.5073, "step": 1030 }, { "epoch": 1.13, "learning_rate": 0.00014341675734494015, "loss": 1.5872, "step": 1040 }, { "epoch": 1.13, "eval_accuracy": 0.500544069640914, "eval_loss": 1.7050400972366333, "eval_runtime": 31.6643, "eval_samples_per_second": 58.046, "eval_steps_per_second": 7.264, "step": 1040 }, { "epoch": 1.14, "learning_rate": 0.00014287268770402613, "loss": 1.4122, "step": 1050 }, { "epoch": 1.15, "learning_rate": 0.00014232861806311208, "loss": 1.407, "step": 1060 }, { "epoch": 1.16, "learning_rate": 0.00014178454842219803, "loss": 1.4817, "step": 1070 }, { "epoch": 1.18, "learning_rate": 0.000141240478781284, "loss": 1.2903, "step": 1080 }, { "epoch": 1.18, "eval_accuracy": 0.5070729053318824, "eval_loss": 1.6926010847091675, "eval_runtime": 31.355, "eval_samples_per_second": 58.619, "eval_steps_per_second": 7.335, "step": 1080 }, { "epoch": 1.19, "learning_rate": 0.00014069640914036996, "loss": 1.4445, "step": 1090 }, { "epoch": 1.2, "learning_rate": 0.00014015233949945594, "loss": 1.3711, "step": 1100 }, { "epoch": 1.21, "learning_rate": 0.0001396082698585419, "loss": 1.3271, "step": 1110 }, { "epoch": 1.22, "learning_rate": 0.00013906420021762787, "loss": 1.3377, "step": 1120 }, { "epoch": 1.22, "eval_accuracy": 0.5184983677910773, "eval_loss": 1.663212776184082, "eval_runtime": 31.9094, "eval_samples_per_second": 57.601, "eval_steps_per_second": 7.208, "step": 1120 }, { "epoch": 1.23, "learning_rate": 0.00013852013057671382, "loss": 1.3493, "step": 1130 }, { "epoch": 1.24, "learning_rate": 0.00013797606093579978, "loss": 1.2249, "step": 1140 }, { "epoch": 1.25, "learning_rate": 0.00013743199129488576, "loss": 1.6033, "step": 1150 }, { "epoch": 1.26, "learning_rate": 0.0001368879216539717, "loss": 1.3738, "step": 1160 }, { "epoch": 1.26, "eval_accuracy": 0.5206746463547334, "eval_loss": 1.6760975122451782, "eval_runtime": 31.2925, "eval_samples_per_second": 58.736, "eval_steps_per_second": 7.35, "step": 1160 }, { "epoch": 1.27, "learning_rate": 0.0001363438520130577, "loss": 1.5122, "step": 1170 }, { "epoch": 1.28, "learning_rate": 0.00013579978237214364, "loss": 1.3597, "step": 1180 }, { "epoch": 1.29, "learning_rate": 0.00013525571273122962, "loss": 1.2399, "step": 1190 }, { "epoch": 1.31, "learning_rate": 0.00013471164309031557, "loss": 1.2835, "step": 1200 }, { "epoch": 1.31, "eval_accuracy": 0.5375408052230686, "eval_loss": 1.5999504327774048, "eval_runtime": 31.108, "eval_samples_per_second": 59.084, "eval_steps_per_second": 7.394, "step": 1200 }, { "epoch": 1.32, "learning_rate": 0.00013416757344940155, "loss": 1.6025, "step": 1210 }, { "epoch": 1.33, "learning_rate": 0.0001336235038084875, "loss": 1.3795, "step": 1220 }, { "epoch": 1.34, "learning_rate": 0.00013307943416757345, "loss": 1.3779, "step": 1230 }, { "epoch": 1.35, "learning_rate": 0.00013253536452665943, "loss": 1.2588, "step": 1240 }, { "epoch": 1.35, "eval_accuracy": 0.5239390642002176, "eval_loss": 1.6404486894607544, "eval_runtime": 31.2356, "eval_samples_per_second": 58.843, "eval_steps_per_second": 7.363, "step": 1240 }, { "epoch": 1.36, "learning_rate": 0.00013199129488574538, "loss": 1.3196, "step": 1250 }, { "epoch": 1.37, "learning_rate": 0.00013144722524483136, "loss": 1.2977, "step": 1260 }, { "epoch": 1.38, "learning_rate": 0.00013090315560391731, "loss": 1.354, "step": 1270 }, { "epoch": 1.39, "learning_rate": 0.0001303590859630033, "loss": 1.198, "step": 1280 }, { "epoch": 1.39, "eval_accuracy": 0.5457018498367792, "eval_loss": 1.5461368560791016, "eval_runtime": 31.2158, "eval_samples_per_second": 58.88, "eval_steps_per_second": 7.368, "step": 1280 }, { "epoch": 1.4, "learning_rate": 0.00012981501632208925, "loss": 1.3318, "step": 1290 }, { "epoch": 1.41, "learning_rate": 0.0001292709466811752, "loss": 1.2417, "step": 1300 }, { "epoch": 1.43, "learning_rate": 0.00012872687704026115, "loss": 1.2636, "step": 1310 }, { "epoch": 1.44, "learning_rate": 0.00012818280739934713, "loss": 1.4038, "step": 1320 }, { "epoch": 1.44, "eval_accuracy": 0.5337323177366703, "eval_loss": 1.5740242004394531, "eval_runtime": 31.2028, "eval_samples_per_second": 58.905, "eval_steps_per_second": 7.371, "step": 1320 }, { "epoch": 1.45, "learning_rate": 0.00012763873775843308, "loss": 1.3172, "step": 1330 }, { "epoch": 1.46, "learning_rate": 0.00012709466811751903, "loss": 1.1899, "step": 1340 }, { "epoch": 1.47, "learning_rate": 0.000126550598476605, "loss": 1.2146, "step": 1350 }, { "epoch": 1.48, "learning_rate": 0.00012600652883569096, "loss": 1.2275, "step": 1360 }, { "epoch": 1.48, "eval_accuracy": 0.5516866158868335, "eval_loss": 1.5276788473129272, "eval_runtime": 31.2082, "eval_samples_per_second": 58.895, "eval_steps_per_second": 7.37, "step": 1360 }, { "epoch": 1.49, "learning_rate": 0.00012546245919477691, "loss": 1.2164, "step": 1370 }, { "epoch": 1.5, "learning_rate": 0.0001249183895538629, "loss": 1.1369, "step": 1380 }, { "epoch": 1.51, "learning_rate": 0.00012437431991294885, "loss": 1.3417, "step": 1390 }, { "epoch": 1.52, "learning_rate": 0.00012383025027203483, "loss": 1.2224, "step": 1400 }, { "epoch": 1.52, "eval_accuracy": 0.5614798694232862, "eval_loss": 1.4918007850646973, "eval_runtime": 31.6631, "eval_samples_per_second": 58.049, "eval_steps_per_second": 7.264, "step": 1400 }, { "epoch": 1.53, "learning_rate": 0.00012328618063112078, "loss": 1.208, "step": 1410 }, { "epoch": 1.55, "learning_rate": 0.00012274211099020676, "loss": 1.4005, "step": 1420 }, { "epoch": 1.56, "learning_rate": 0.0001221980413492927, "loss": 1.2049, "step": 1430 }, { "epoch": 1.57, "learning_rate": 0.00012165397170837869, "loss": 1.3221, "step": 1440 }, { "epoch": 1.57, "eval_accuracy": 0.558215451577802, "eval_loss": 1.5159553289413452, "eval_runtime": 31.668, "eval_samples_per_second": 58.04, "eval_steps_per_second": 7.263, "step": 1440 }, { "epoch": 1.58, "learning_rate": 0.00012110990206746464, "loss": 1.0449, "step": 1450 }, { "epoch": 1.59, "learning_rate": 0.00012056583242655059, "loss": 1.352, "step": 1460 }, { "epoch": 1.6, "learning_rate": 0.00012002176278563657, "loss": 1.2259, "step": 1470 }, { "epoch": 1.61, "learning_rate": 0.00011947769314472252, "loss": 1.1424, "step": 1480 }, { "epoch": 1.61, "eval_accuracy": 0.544069640914037, "eval_loss": 1.553783893585205, "eval_runtime": 31.3063, "eval_samples_per_second": 58.71, "eval_steps_per_second": 7.347, "step": 1480 }, { "epoch": 1.62, "learning_rate": 0.0001189336235038085, "loss": 1.1163, "step": 1490 }, { "epoch": 1.63, "learning_rate": 0.00011838955386289445, "loss": 1.0946, "step": 1500 }, { "epoch": 1.64, "learning_rate": 0.00011784548422198043, "loss": 1.083, "step": 1510 }, { "epoch": 1.65, "learning_rate": 0.00011730141458106638, "loss": 1.2951, "step": 1520 }, { "epoch": 1.65, "eval_accuracy": 0.558215451577802, "eval_loss": 1.4977946281433105, "eval_runtime": 31.2346, "eval_samples_per_second": 58.845, "eval_steps_per_second": 7.364, "step": 1520 }, { "epoch": 1.66, "learning_rate": 0.00011675734494015234, "loss": 1.2416, "step": 1530 }, { "epoch": 1.68, "learning_rate": 0.00011621327529923831, "loss": 1.3838, "step": 1540 }, { "epoch": 1.69, "learning_rate": 0.00011566920565832427, "loss": 1.2389, "step": 1550 }, { "epoch": 1.7, "learning_rate": 0.00011512513601741025, "loss": 1.2609, "step": 1560 }, { "epoch": 1.7, "eval_accuracy": 0.5603917301414582, "eval_loss": 1.4800572395324707, "eval_runtime": 31.1581, "eval_samples_per_second": 58.99, "eval_steps_per_second": 7.382, "step": 1560 }, { "epoch": 1.71, "learning_rate": 0.0001145810663764962, "loss": 1.2379, "step": 1570 }, { "epoch": 1.72, "learning_rate": 0.00011403699673558216, "loss": 1.2098, "step": 1580 }, { "epoch": 1.73, "learning_rate": 0.00011349292709466813, "loss": 0.9532, "step": 1590 }, { "epoch": 1.74, "learning_rate": 0.00011294885745375408, "loss": 1.035, "step": 1600 }, { "epoch": 1.74, "eval_accuracy": 0.5603917301414582, "eval_loss": 1.4868272542953491, "eval_runtime": 31.3011, "eval_samples_per_second": 58.72, "eval_steps_per_second": 7.348, "step": 1600 }, { "epoch": 1.75, "learning_rate": 0.00011240478781284005, "loss": 1.2168, "step": 1610 }, { "epoch": 1.76, "learning_rate": 0.000111860718171926, "loss": 1.2665, "step": 1620 }, { "epoch": 1.77, "learning_rate": 0.00011131664853101198, "loss": 1.203, "step": 1630 }, { "epoch": 1.78, "learning_rate": 0.00011077257889009793, "loss": 1.2621, "step": 1640 }, { "epoch": 1.78, "eval_accuracy": 0.5778019586507073, "eval_loss": 1.439843773841858, "eval_runtime": 31.2165, "eval_samples_per_second": 58.879, "eval_steps_per_second": 7.368, "step": 1640 }, { "epoch": 1.8, "learning_rate": 0.00011022850924918391, "loss": 1.0592, "step": 1650 }, { "epoch": 1.81, "learning_rate": 0.00010968443960826986, "loss": 1.2805, "step": 1660 }, { "epoch": 1.82, "learning_rate": 0.00010914036996735584, "loss": 1.24, "step": 1670 }, { "epoch": 1.83, "learning_rate": 0.00010859630032644179, "loss": 1.3298, "step": 1680 }, { "epoch": 1.83, "eval_accuracy": 0.5756256800870512, "eval_loss": 1.4398308992385864, "eval_runtime": 31.3359, "eval_samples_per_second": 58.655, "eval_steps_per_second": 7.34, "step": 1680 }, { "epoch": 1.84, "learning_rate": 0.00010805223068552774, "loss": 1.1844, "step": 1690 }, { "epoch": 1.85, "learning_rate": 0.00010750816104461372, "loss": 1.1519, "step": 1700 }, { "epoch": 1.86, "learning_rate": 0.00010696409140369967, "loss": 1.446, "step": 1710 }, { "epoch": 1.87, "learning_rate": 0.00010642002176278565, "loss": 1.2588, "step": 1720 }, { "epoch": 1.87, "eval_accuracy": 0.5652883569096845, "eval_loss": 1.4510564804077148, "eval_runtime": 31.3918, "eval_samples_per_second": 58.55, "eval_steps_per_second": 7.327, "step": 1720 }, { "epoch": 1.88, "learning_rate": 0.0001058759521218716, "loss": 1.1114, "step": 1730 }, { "epoch": 1.89, "learning_rate": 0.00010533188248095758, "loss": 1.0445, "step": 1740 }, { "epoch": 1.9, "learning_rate": 0.00010478781284004354, "loss": 1.0959, "step": 1750 }, { "epoch": 1.92, "learning_rate": 0.00010424374319912949, "loss": 1.2207, "step": 1760 }, { "epoch": 1.92, "eval_accuracy": 0.5935799782372143, "eval_loss": 1.3912413120269775, "eval_runtime": 32.052, "eval_samples_per_second": 57.344, "eval_steps_per_second": 7.176, "step": 1760 }, { "epoch": 1.93, "learning_rate": 0.00010369967355821547, "loss": 1.2121, "step": 1770 }, { "epoch": 1.94, "learning_rate": 0.00010315560391730142, "loss": 1.1847, "step": 1780 }, { "epoch": 1.95, "learning_rate": 0.00010261153427638738, "loss": 1.1857, "step": 1790 }, { "epoch": 1.96, "learning_rate": 0.00010206746463547334, "loss": 1.0643, "step": 1800 }, { "epoch": 1.96, "eval_accuracy": 0.6006528835690969, "eval_loss": 1.390648365020752, "eval_runtime": 31.7091, "eval_samples_per_second": 57.964, "eval_steps_per_second": 7.253, "step": 1800 }, { "epoch": 1.97, "learning_rate": 0.00010152339499455931, "loss": 1.2481, "step": 1810 }, { "epoch": 1.98, "learning_rate": 0.00010097932535364527, "loss": 1.2109, "step": 1820 }, { "epoch": 1.99, "learning_rate": 0.00010043525571273122, "loss": 1.0191, "step": 1830 }, { "epoch": 2.0, "learning_rate": 9.98911860718172e-05, "loss": 1.0464, "step": 1840 }, { "epoch": 2.0, "eval_accuracy": 0.5957562568008705, "eval_loss": 1.3601454496383667, "eval_runtime": 31.4007, "eval_samples_per_second": 58.534, "eval_steps_per_second": 7.325, "step": 1840 }, { "epoch": 2.01, "learning_rate": 9.934711643090316e-05, "loss": 0.645, "step": 1850 }, { "epoch": 2.02, "learning_rate": 9.880304678998913e-05, "loss": 0.6802, "step": 1860 }, { "epoch": 2.03, "learning_rate": 9.825897714907508e-05, "loss": 0.6228, "step": 1870 }, { "epoch": 2.05, "learning_rate": 9.771490750816105e-05, "loss": 0.6345, "step": 1880 }, { "epoch": 2.05, "eval_accuracy": 0.5973884657236126, "eval_loss": 1.3790967464447021, "eval_runtime": 31.7311, "eval_samples_per_second": 57.924, "eval_steps_per_second": 7.248, "step": 1880 }, { "epoch": 2.06, "learning_rate": 9.717083786724701e-05, "loss": 0.5766, "step": 1890 }, { "epoch": 2.07, "learning_rate": 9.662676822633298e-05, "loss": 0.5642, "step": 1900 }, { "epoch": 2.08, "learning_rate": 9.608269858541894e-05, "loss": 0.5394, "step": 1910 }, { "epoch": 2.09, "learning_rate": 9.553862894450491e-05, "loss": 0.5622, "step": 1920 }, { "epoch": 2.09, "eval_accuracy": 0.5957562568008705, "eval_loss": 1.3800909519195557, "eval_runtime": 31.768, "eval_samples_per_second": 57.857, "eval_steps_per_second": 7.24, "step": 1920 }, { "epoch": 2.1, "learning_rate": 9.499455930359087e-05, "loss": 0.5452, "step": 1930 }, { "epoch": 2.11, "learning_rate": 9.445048966267683e-05, "loss": 0.5394, "step": 1940 }, { "epoch": 2.12, "learning_rate": 9.390642002176279e-05, "loss": 0.6138, "step": 1950 }, { "epoch": 2.13, "learning_rate": 9.336235038084876e-05, "loss": 0.4926, "step": 1960 }, { "epoch": 2.13, "eval_accuracy": 0.6071817192600653, "eval_loss": 1.3753130435943604, "eval_runtime": 32.14, "eval_samples_per_second": 57.187, "eval_steps_per_second": 7.156, "step": 1960 }, { "epoch": 2.14, "learning_rate": 9.281828073993472e-05, "loss": 0.5839, "step": 1970 }, { "epoch": 2.15, "learning_rate": 9.227421109902067e-05, "loss": 0.6893, "step": 1980 }, { "epoch": 2.17, "learning_rate": 9.173014145810664e-05, "loss": 0.5675, "step": 1990 }, { "epoch": 2.18, "learning_rate": 9.11860718171926e-05, "loss": 0.6031, "step": 2000 }, { "epoch": 2.18, "eval_accuracy": 0.5979325353645266, "eval_loss": 1.3890224695205688, "eval_runtime": 31.7313, "eval_samples_per_second": 57.924, "eval_steps_per_second": 7.248, "step": 2000 }, { "epoch": 2.19, "learning_rate": 9.064200217627857e-05, "loss": 0.5095, "step": 2010 }, { "epoch": 2.2, "learning_rate": 9.009793253536452e-05, "loss": 0.589, "step": 2020 }, { "epoch": 2.21, "learning_rate": 8.955386289445049e-05, "loss": 0.667, "step": 2030 }, { "epoch": 2.22, "learning_rate": 8.900979325353645e-05, "loss": 0.376, "step": 2040 }, { "epoch": 2.22, "eval_accuracy": 0.6191512513601741, "eval_loss": 1.3675874471664429, "eval_runtime": 31.4637, "eval_samples_per_second": 58.417, "eval_steps_per_second": 7.31, "step": 2040 }, { "epoch": 2.23, "learning_rate": 8.846572361262242e-05, "loss": 0.5566, "step": 2050 }, { "epoch": 2.24, "learning_rate": 8.792165397170838e-05, "loss": 0.5404, "step": 2060 }, { "epoch": 2.25, "learning_rate": 8.737758433079435e-05, "loss": 0.7074, "step": 2070 }, { "epoch": 2.26, "learning_rate": 8.683351468988032e-05, "loss": 0.5824, "step": 2080 }, { "epoch": 2.26, "eval_accuracy": 0.6066376496191512, "eval_loss": 1.4152354001998901, "eval_runtime": 31.6073, "eval_samples_per_second": 58.151, "eval_steps_per_second": 7.277, "step": 2080 }, { "epoch": 2.27, "learning_rate": 8.628944504896627e-05, "loss": 0.5761, "step": 2090 }, { "epoch": 2.29, "learning_rate": 8.574537540805223e-05, "loss": 0.6037, "step": 2100 }, { "epoch": 2.3, "learning_rate": 8.52013057671382e-05, "loss": 0.4611, "step": 2110 }, { "epoch": 2.31, "learning_rate": 8.465723612622416e-05, "loss": 0.6753, "step": 2120 }, { "epoch": 2.31, "eval_accuracy": 0.6099020674646355, "eval_loss": 1.3810958862304688, "eval_runtime": 31.5282, "eval_samples_per_second": 58.297, "eval_steps_per_second": 7.295, "step": 2120 }, { "epoch": 2.32, "learning_rate": 8.411316648531013e-05, "loss": 0.5639, "step": 2130 }, { "epoch": 2.33, "learning_rate": 8.35690968443961e-05, "loss": 0.5866, "step": 2140 }, { "epoch": 2.34, "learning_rate": 8.302502720348205e-05, "loss": 0.515, "step": 2150 }, { "epoch": 2.35, "learning_rate": 8.248095756256801e-05, "loss": 0.5047, "step": 2160 }, { "epoch": 2.35, "eval_accuracy": 0.6082698585418934, "eval_loss": 1.3635469675064087, "eval_runtime": 31.4892, "eval_samples_per_second": 58.369, "eval_steps_per_second": 7.304, "step": 2160 }, { "epoch": 2.36, "learning_rate": 8.193688792165398e-05, "loss": 0.5216, "step": 2170 }, { "epoch": 2.37, "learning_rate": 8.139281828073993e-05, "loss": 0.4849, "step": 2180 }, { "epoch": 2.38, "learning_rate": 8.08487486398259e-05, "loss": 0.561, "step": 2190 }, { "epoch": 2.39, "learning_rate": 8.030467899891186e-05, "loss": 0.4831, "step": 2200 }, { "epoch": 2.39, "eval_accuracy": 0.6039173014145811, "eval_loss": 1.4076539278030396, "eval_runtime": 32.0853, "eval_samples_per_second": 57.285, "eval_steps_per_second": 7.168, "step": 2200 }, { "epoch": 2.4, "learning_rate": 7.976060935799783e-05, "loss": 0.5728, "step": 2210 }, { "epoch": 2.42, "learning_rate": 7.921653971708379e-05, "loss": 0.444, "step": 2220 }, { "epoch": 2.43, "learning_rate": 7.867247007616976e-05, "loss": 0.5329, "step": 2230 }, { "epoch": 2.44, "learning_rate": 7.812840043525572e-05, "loss": 0.6054, "step": 2240 }, { "epoch": 2.44, "eval_accuracy": 0.6175190424374319, "eval_loss": 1.361071228981018, "eval_runtime": 32.0081, "eval_samples_per_second": 57.423, "eval_steps_per_second": 7.186, "step": 2240 }, { "epoch": 2.45, "learning_rate": 7.758433079434167e-05, "loss": 0.5624, "step": 2250 }, { "epoch": 2.46, "learning_rate": 7.704026115342764e-05, "loss": 0.561, "step": 2260 }, { "epoch": 2.47, "learning_rate": 7.64961915125136e-05, "loss": 0.5178, "step": 2270 }, { "epoch": 2.48, "learning_rate": 7.595212187159957e-05, "loss": 0.5997, "step": 2280 }, { "epoch": 2.48, "eval_accuracy": 0.6158868335146899, "eval_loss": 1.3456101417541504, "eval_runtime": 31.9844, "eval_samples_per_second": 57.465, "eval_steps_per_second": 7.191, "step": 2280 }, { "epoch": 2.49, "learning_rate": 7.540805223068554e-05, "loss": 0.4876, "step": 2290 }, { "epoch": 2.5, "learning_rate": 7.48639825897715e-05, "loss": 0.5375, "step": 2300 }, { "epoch": 2.51, "learning_rate": 7.431991294885747e-05, "loss": 0.5727, "step": 2310 }, { "epoch": 2.52, "learning_rate": 7.377584330794342e-05, "loss": 0.4648, "step": 2320 }, { "epoch": 2.52, "eval_accuracy": 0.6175190424374319, "eval_loss": 1.3429198265075684, "eval_runtime": 31.6074, "eval_samples_per_second": 58.151, "eval_steps_per_second": 7.277, "step": 2320 }, { "epoch": 2.54, "learning_rate": 7.323177366702938e-05, "loss": 0.5728, "step": 2330 }, { "epoch": 2.55, "learning_rate": 7.268770402611535e-05, "loss": 0.4683, "step": 2340 }, { "epoch": 2.56, "learning_rate": 7.21436343852013e-05, "loss": 0.5095, "step": 2350 }, { "epoch": 2.57, "learning_rate": 7.159956474428727e-05, "loss": 0.5885, "step": 2360 }, { "epoch": 2.57, "eval_accuracy": 0.6218715995647442, "eval_loss": 1.3531224727630615, "eval_runtime": 31.6702, "eval_samples_per_second": 58.036, "eval_steps_per_second": 7.262, "step": 2360 }, { "epoch": 2.58, "learning_rate": 7.105549510337323e-05, "loss": 0.483, "step": 2370 }, { "epoch": 2.59, "learning_rate": 7.05114254624592e-05, "loss": 0.4248, "step": 2380 }, { "epoch": 2.6, "learning_rate": 6.996735582154516e-05, "loss": 0.4206, "step": 2390 }, { "epoch": 2.61, "learning_rate": 6.942328618063112e-05, "loss": 0.5405, "step": 2400 }, { "epoch": 2.61, "eval_accuracy": 0.6273122959738846, "eval_loss": 1.3313764333724976, "eval_runtime": 31.9004, "eval_samples_per_second": 57.617, "eval_steps_per_second": 7.21, "step": 2400 }, { "epoch": 2.62, "learning_rate": 6.887921653971708e-05, "loss": 0.4929, "step": 2410 }, { "epoch": 2.63, "learning_rate": 6.833514689880305e-05, "loss": 0.5165, "step": 2420 }, { "epoch": 2.64, "learning_rate": 6.779107725788901e-05, "loss": 0.6003, "step": 2430 }, { "epoch": 2.66, "learning_rate": 6.724700761697498e-05, "loss": 0.5752, "step": 2440 }, { "epoch": 2.66, "eval_accuracy": 0.6343852013057671, "eval_loss": 1.3247264623641968, "eval_runtime": 31.5426, "eval_samples_per_second": 58.27, "eval_steps_per_second": 7.292, "step": 2440 }, { "epoch": 2.67, "learning_rate": 6.670293797606094e-05, "loss": 0.4671, "step": 2450 }, { "epoch": 2.68, "learning_rate": 6.615886833514691e-05, "loss": 0.4499, "step": 2460 }, { "epoch": 2.69, "learning_rate": 6.561479869423286e-05, "loss": 0.5622, "step": 2470 }, { "epoch": 2.7, "learning_rate": 6.507072905331883e-05, "loss": 0.5156, "step": 2480 }, { "epoch": 2.7, "eval_accuracy": 0.6322089227421109, "eval_loss": 1.3440065383911133, "eval_runtime": 32.1302, "eval_samples_per_second": 57.205, "eval_steps_per_second": 7.158, "step": 2480 }, { "epoch": 2.71, "learning_rate": 6.452665941240479e-05, "loss": 0.4567, "step": 2490 }, { "epoch": 2.72, "learning_rate": 6.398258977149076e-05, "loss": 0.6599, "step": 2500 }, { "epoch": 2.73, "learning_rate": 6.343852013057672e-05, "loss": 0.4837, "step": 2510 }, { "epoch": 2.74, "learning_rate": 6.289445048966269e-05, "loss": 0.5518, "step": 2520 }, { "epoch": 2.74, "eval_accuracy": 0.6338411316648531, "eval_loss": 1.315151333808899, "eval_runtime": 31.8096, "eval_samples_per_second": 57.781, "eval_steps_per_second": 7.231, "step": 2520 }, { "epoch": 2.75, "learning_rate": 6.235038084874864e-05, "loss": 0.4855, "step": 2530 }, { "epoch": 2.76, "learning_rate": 6.18063112078346e-05, "loss": 0.4465, "step": 2540 }, { "epoch": 2.77, "learning_rate": 6.126224156692056e-05, "loss": 0.5561, "step": 2550 }, { "epoch": 2.79, "learning_rate": 6.071817192600653e-05, "loss": 0.5928, "step": 2560 }, { "epoch": 2.79, "eval_accuracy": 0.6398258977149075, "eval_loss": 1.2906804084777832, "eval_runtime": 31.6667, "eval_samples_per_second": 58.042, "eval_steps_per_second": 7.263, "step": 2560 }, { "epoch": 2.8, "learning_rate": 6.0174102285092495e-05, "loss": 0.5153, "step": 2570 }, { "epoch": 2.81, "learning_rate": 5.9630032644178454e-05, "loss": 0.4992, "step": 2580 }, { "epoch": 2.82, "learning_rate": 5.908596300326442e-05, "loss": 0.5095, "step": 2590 }, { "epoch": 2.83, "learning_rate": 5.8541893362350385e-05, "loss": 0.5283, "step": 2600 }, { "epoch": 2.83, "eval_accuracy": 0.6452665941240479, "eval_loss": 1.2707958221435547, "eval_runtime": 31.5986, "eval_samples_per_second": 58.167, "eval_steps_per_second": 7.279, "step": 2600 }, { "epoch": 2.84, "learning_rate": 5.799782372143635e-05, "loss": 0.4745, "step": 2610 }, { "epoch": 2.85, "learning_rate": 5.7453754080522316e-05, "loss": 0.503, "step": 2620 }, { "epoch": 2.86, "learning_rate": 5.690968443960827e-05, "loss": 0.3843, "step": 2630 }, { "epoch": 2.87, "learning_rate": 5.636561479869423e-05, "loss": 0.5054, "step": 2640 }, { "epoch": 2.87, "eval_accuracy": 0.6332970620239391, "eval_loss": 1.2805439233779907, "eval_runtime": 31.8568, "eval_samples_per_second": 57.696, "eval_steps_per_second": 7.22, "step": 2640 }, { "epoch": 2.88, "learning_rate": 5.58215451577802e-05, "loss": 0.4127, "step": 2650 }, { "epoch": 2.89, "learning_rate": 5.5277475516866164e-05, "loss": 0.4589, "step": 2660 }, { "epoch": 2.91, "learning_rate": 5.473340587595212e-05, "loss": 0.6578, "step": 2670 }, { "epoch": 2.92, "learning_rate": 5.418933623503809e-05, "loss": 0.4513, "step": 2680 }, { "epoch": 2.92, "eval_accuracy": 0.6360174102285092, "eval_loss": 1.304470419883728, "eval_runtime": 32.1887, "eval_samples_per_second": 57.101, "eval_steps_per_second": 7.145, "step": 2680 }, { "epoch": 2.93, "learning_rate": 5.3645266594124054e-05, "loss": 0.5623, "step": 2690 }, { "epoch": 2.94, "learning_rate": 5.3101196953210006e-05, "loss": 0.6832, "step": 2700 }, { "epoch": 2.95, "learning_rate": 5.255712731229597e-05, "loss": 0.417, "step": 2710 }, { "epoch": 2.96, "learning_rate": 5.201305767138194e-05, "loss": 0.4405, "step": 2720 }, { "epoch": 2.96, "eval_accuracy": 0.6425462459194777, "eval_loss": 1.3049399852752686, "eval_runtime": 32.0538, "eval_samples_per_second": 57.341, "eval_steps_per_second": 7.175, "step": 2720 }, { "epoch": 2.97, "learning_rate": 5.14689880304679e-05, "loss": 0.5936, "step": 2730 }, { "epoch": 2.98, "learning_rate": 5.092491838955387e-05, "loss": 0.411, "step": 2740 }, { "epoch": 2.99, "learning_rate": 5.038084874863983e-05, "loss": 0.4975, "step": 2750 }, { "epoch": 3.0, "learning_rate": 4.983677910772579e-05, "loss": 0.3695, "step": 2760 }, { "epoch": 3.0, "eval_accuracy": 0.6398258977149075, "eval_loss": 1.3069652318954468, "eval_runtime": 31.9114, "eval_samples_per_second": 57.597, "eval_steps_per_second": 7.207, "step": 2760 }, { "epoch": 3.01, "learning_rate": 4.929270946681175e-05, "loss": 0.2096, "step": 2770 }, { "epoch": 3.03, "learning_rate": 4.8748639825897716e-05, "loss": 0.134, "step": 2780 }, { "epoch": 3.04, "learning_rate": 4.820457018498368e-05, "loss": 0.1749, "step": 2790 }, { "epoch": 3.05, "learning_rate": 4.766050054406964e-05, "loss": 0.2109, "step": 2800 }, { "epoch": 3.05, "eval_accuracy": 0.6414581066376496, "eval_loss": 1.3126190900802612, "eval_runtime": 31.6295, "eval_samples_per_second": 58.11, "eval_steps_per_second": 7.272, "step": 2800 }, { "epoch": 3.06, "learning_rate": 4.7116430903155606e-05, "loss": 0.1672, "step": 2810 }, { "epoch": 3.07, "learning_rate": 4.657236126224157e-05, "loss": 0.1398, "step": 2820 }, { "epoch": 3.08, "learning_rate": 4.602829162132753e-05, "loss": 0.2211, "step": 2830 }, { "epoch": 3.09, "learning_rate": 4.5484221980413496e-05, "loss": 0.1899, "step": 2840 }, { "epoch": 3.09, "eval_accuracy": 0.6517954298150164, "eval_loss": 1.3004298210144043, "eval_runtime": 31.8608, "eval_samples_per_second": 57.688, "eval_steps_per_second": 7.219, "step": 2840 }, { "epoch": 3.1, "learning_rate": 4.494015233949946e-05, "loss": 0.1822, "step": 2850 }, { "epoch": 3.11, "learning_rate": 4.439608269858542e-05, "loss": 0.1346, "step": 2860 }, { "epoch": 3.12, "learning_rate": 4.385201305767138e-05, "loss": 0.1895, "step": 2870 }, { "epoch": 3.13, "learning_rate": 4.3307943416757344e-05, "loss": 0.1338, "step": 2880 }, { "epoch": 3.13, "eval_accuracy": 0.6507072905331882, "eval_loss": 1.292977213859558, "eval_runtime": 32.2424, "eval_samples_per_second": 57.006, "eval_steps_per_second": 7.133, "step": 2880 }, { "epoch": 3.14, "learning_rate": 4.276387377584331e-05, "loss": 0.1475, "step": 2890 }, { "epoch": 3.16, "learning_rate": 4.2219804134929275e-05, "loss": 0.1118, "step": 2900 }, { "epoch": 3.17, "learning_rate": 4.1675734494015234e-05, "loss": 0.2001, "step": 2910 }, { "epoch": 3.18, "learning_rate": 4.11316648531012e-05, "loss": 0.1681, "step": 2920 }, { "epoch": 3.18, "eval_accuracy": 0.6452665941240479, "eval_loss": 1.338887095451355, "eval_runtime": 32.1012, "eval_samples_per_second": 57.256, "eval_steps_per_second": 7.165, "step": 2920 }, { "epoch": 3.19, "learning_rate": 4.0587595212187165e-05, "loss": 0.1207, "step": 2930 }, { "epoch": 3.2, "learning_rate": 4.004352557127313e-05, "loss": 0.158, "step": 2940 }, { "epoch": 3.21, "learning_rate": 3.949945593035909e-05, "loss": 0.1602, "step": 2950 }, { "epoch": 3.22, "learning_rate": 3.895538628944505e-05, "loss": 0.156, "step": 2960 }, { "epoch": 3.22, "eval_accuracy": 0.6430903155603918, "eval_loss": 1.3379881381988525, "eval_runtime": 31.8038, "eval_samples_per_second": 57.792, "eval_steps_per_second": 7.232, "step": 2960 }, { "epoch": 3.23, "learning_rate": 3.841131664853101e-05, "loss": 0.2014, "step": 2970 }, { "epoch": 3.24, "learning_rate": 3.786724700761698e-05, "loss": 0.1704, "step": 2980 }, { "epoch": 3.25, "learning_rate": 3.732317736670294e-05, "loss": 0.2522, "step": 2990 }, { "epoch": 3.26, "learning_rate": 3.67791077257889e-05, "loss": 0.1717, "step": 3000 }, { "epoch": 3.26, "eval_accuracy": 0.6371055495103374, "eval_loss": 1.3541066646575928, "eval_runtime": 32.1836, "eval_samples_per_second": 57.11, "eval_steps_per_second": 7.147, "step": 3000 }, { "epoch": 3.28, "learning_rate": 3.623503808487487e-05, "loss": 0.1593, "step": 3010 }, { "epoch": 3.29, "learning_rate": 3.569096844396083e-05, "loss": 0.1803, "step": 3020 }, { "epoch": 3.3, "learning_rate": 3.514689880304679e-05, "loss": 0.1687, "step": 3030 }, { "epoch": 3.31, "learning_rate": 3.460282916213276e-05, "loss": 0.1244, "step": 3040 }, { "epoch": 3.31, "eval_accuracy": 0.6420021762785637, "eval_loss": 1.3497653007507324, "eval_runtime": 32.2339, "eval_samples_per_second": 57.021, "eval_steps_per_second": 7.135, "step": 3040 }, { "epoch": 3.32, "learning_rate": 3.4058759521218717e-05, "loss": 0.1832, "step": 3050 }, { "epoch": 3.33, "learning_rate": 3.3514689880304675e-05, "loss": 0.1061, "step": 3060 }, { "epoch": 3.34, "learning_rate": 3.297062023939064e-05, "loss": 0.1092, "step": 3070 }, { "epoch": 3.35, "learning_rate": 3.2426550598476606e-05, "loss": 0.1148, "step": 3080 }, { "epoch": 3.35, "eval_accuracy": 0.6566920565832427, "eval_loss": 1.3009717464447021, "eval_runtime": 31.9059, "eval_samples_per_second": 57.607, "eval_steps_per_second": 7.209, "step": 3080 }, { "epoch": 3.36, "learning_rate": 3.188248095756257e-05, "loss": 0.1352, "step": 3090 }, { "epoch": 3.37, "learning_rate": 3.133841131664853e-05, "loss": 0.1482, "step": 3100 }, { "epoch": 3.38, "learning_rate": 3.0794341675734496e-05, "loss": 0.183, "step": 3110 }, { "epoch": 3.39, "learning_rate": 3.0250272034820458e-05, "loss": 0.1223, "step": 3120 }, { "epoch": 3.39, "eval_accuracy": 0.6436343852013058, "eval_loss": 1.3242275714874268, "eval_runtime": 32.4153, "eval_samples_per_second": 56.702, "eval_steps_per_second": 7.095, "step": 3120 }, { "epoch": 3.41, "learning_rate": 2.9706202393906423e-05, "loss": 0.1757, "step": 3130 }, { "epoch": 3.42, "learning_rate": 2.9162132752992382e-05, "loss": 0.2056, "step": 3140 }, { "epoch": 3.43, "learning_rate": 2.8618063112078348e-05, "loss": 0.0992, "step": 3150 }, { "epoch": 3.44, "learning_rate": 2.8073993471164313e-05, "loss": 0.0822, "step": 3160 }, { "epoch": 3.44, "eval_accuracy": 0.6485310119695321, "eval_loss": 1.3289127349853516, "eval_runtime": 32.0196, "eval_samples_per_second": 57.402, "eval_steps_per_second": 7.183, "step": 3160 }, { "epoch": 3.45, "learning_rate": 2.7529923830250275e-05, "loss": 0.1514, "step": 3170 }, { "epoch": 3.46, "learning_rate": 2.6985854189336234e-05, "loss": 0.1512, "step": 3180 }, { "epoch": 3.47, "learning_rate": 2.64417845484222e-05, "loss": 0.2447, "step": 3190 }, { "epoch": 3.48, "learning_rate": 2.5897714907508165e-05, "loss": 0.2122, "step": 3200 }, { "epoch": 3.48, "eval_accuracy": 0.6452665941240479, "eval_loss": 1.3312246799468994, "eval_runtime": 31.8811, "eval_samples_per_second": 57.652, "eval_steps_per_second": 7.214, "step": 3200 }, { "epoch": 3.49, "learning_rate": 2.5353645266594124e-05, "loss": 0.245, "step": 3210 }, { "epoch": 3.5, "learning_rate": 2.4809575625680086e-05, "loss": 0.169, "step": 3220 }, { "epoch": 3.51, "learning_rate": 2.426550598476605e-05, "loss": 0.1088, "step": 3230 }, { "epoch": 3.53, "learning_rate": 2.3721436343852013e-05, "loss": 0.1107, "step": 3240 }, { "epoch": 3.53, "eval_accuracy": 0.6539717083786725, "eval_loss": 1.3308542966842651, "eval_runtime": 31.9205, "eval_samples_per_second": 57.581, "eval_steps_per_second": 7.205, "step": 3240 }, { "epoch": 3.54, "learning_rate": 2.317736670293798e-05, "loss": 0.1956, "step": 3250 }, { "epoch": 3.55, "learning_rate": 2.263329706202394e-05, "loss": 0.2284, "step": 3260 }, { "epoch": 3.56, "learning_rate": 2.2089227421109903e-05, "loss": 0.2057, "step": 3270 }, { "epoch": 3.57, "learning_rate": 2.1545157780195865e-05, "loss": 0.1542, "step": 3280 }, { "epoch": 3.57, "eval_accuracy": 0.6517954298150164, "eval_loss": 1.3291780948638916, "eval_runtime": 31.9281, "eval_samples_per_second": 57.567, "eval_steps_per_second": 7.204, "step": 3280 }, { "epoch": 3.58, "learning_rate": 2.100108813928183e-05, "loss": 0.2547, "step": 3290 }, { "epoch": 3.59, "learning_rate": 2.0457018498367793e-05, "loss": 0.1693, "step": 3300 }, { "epoch": 3.6, "learning_rate": 1.9912948857453755e-05, "loss": 0.1856, "step": 3310 }, { "epoch": 3.61, "learning_rate": 1.9368879216539717e-05, "loss": 0.1932, "step": 3320 }, { "epoch": 3.61, "eval_accuracy": 0.6485310119695321, "eval_loss": 1.3065351247787476, "eval_runtime": 32.2802, "eval_samples_per_second": 56.939, "eval_steps_per_second": 7.125, "step": 3320 }, { "epoch": 3.62, "learning_rate": 1.8824809575625682e-05, "loss": 0.1828, "step": 3330 }, { "epoch": 3.63, "learning_rate": 1.8280739934711644e-05, "loss": 0.1613, "step": 3340 }, { "epoch": 3.65, "learning_rate": 1.7736670293797607e-05, "loss": 0.1393, "step": 3350 }, { "epoch": 3.66, "learning_rate": 1.719260065288357e-05, "loss": 0.2909, "step": 3360 }, { "epoch": 3.66, "eval_accuracy": 0.6545157780195865, "eval_loss": 1.309682846069336, "eval_runtime": 31.9846, "eval_samples_per_second": 57.465, "eval_steps_per_second": 7.191, "step": 3360 }, { "epoch": 3.67, "learning_rate": 1.6648531011969534e-05, "loss": 0.1763, "step": 3370 }, { "epoch": 3.68, "learning_rate": 1.6104461371055496e-05, "loss": 0.1939, "step": 3380 }, { "epoch": 3.69, "learning_rate": 1.5560391730141458e-05, "loss": 0.2101, "step": 3390 }, { "epoch": 3.7, "learning_rate": 1.5016322089227422e-05, "loss": 0.1504, "step": 3400 }, { "epoch": 3.7, "eval_accuracy": 0.6545157780195865, "eval_loss": 1.3114700317382812, "eval_runtime": 32.1163, "eval_samples_per_second": 57.23, "eval_steps_per_second": 7.161, "step": 3400 }, { "epoch": 3.71, "learning_rate": 1.4472252448313384e-05, "loss": 0.1275, "step": 3410 }, { "epoch": 3.72, "learning_rate": 1.3928182807399348e-05, "loss": 0.1111, "step": 3420 }, { "epoch": 3.73, "learning_rate": 1.338411316648531e-05, "loss": 0.1553, "step": 3430 }, { "epoch": 3.74, "learning_rate": 1.2840043525571274e-05, "loss": 0.1823, "step": 3440 }, { "epoch": 3.74, "eval_accuracy": 0.6545157780195865, "eval_loss": 1.320819616317749, "eval_runtime": 31.7036, "eval_samples_per_second": 57.975, "eval_steps_per_second": 7.255, "step": 3440 }, { "epoch": 3.75, "learning_rate": 1.2295973884657238e-05, "loss": 0.1772, "step": 3450 }, { "epoch": 3.76, "learning_rate": 1.17519042437432e-05, "loss": 0.2327, "step": 3460 }, { "epoch": 3.78, "learning_rate": 1.1207834602829162e-05, "loss": 0.2037, "step": 3470 }, { "epoch": 3.79, "learning_rate": 1.0663764961915126e-05, "loss": 0.2477, "step": 3480 }, { "epoch": 3.79, "eval_accuracy": 0.6523394994559304, "eval_loss": 1.3207744359970093, "eval_runtime": 31.8189, "eval_samples_per_second": 57.765, "eval_steps_per_second": 7.228, "step": 3480 }, { "epoch": 3.8, "learning_rate": 1.0119695321001088e-05, "loss": 0.1393, "step": 3490 }, { "epoch": 3.81, "learning_rate": 9.575625680087052e-06, "loss": 0.2626, "step": 3500 }, { "epoch": 3.82, "learning_rate": 9.031556039173014e-06, "loss": 0.1723, "step": 3510 }, { "epoch": 3.83, "learning_rate": 8.487486398258977e-06, "loss": 0.1264, "step": 3520 }, { "epoch": 3.83, "eval_accuracy": 0.6539717083786725, "eval_loss": 1.324898362159729, "eval_runtime": 31.8821, "eval_samples_per_second": 57.65, "eval_steps_per_second": 7.214, "step": 3520 }, { "epoch": 3.84, "learning_rate": 7.94341675734494e-06, "loss": 0.1544, "step": 3530 }, { "epoch": 3.85, "learning_rate": 7.399347116430903e-06, "loss": 0.1696, "step": 3540 }, { "epoch": 3.86, "learning_rate": 6.855277475516866e-06, "loss": 0.2394, "step": 3550 }, { "epoch": 3.87, "learning_rate": 6.311207834602829e-06, "loss": 0.1003, "step": 3560 }, { "epoch": 3.87, "eval_accuracy": 0.6599564744287268, "eval_loss": 1.3238483667373657, "eval_runtime": 32.249, "eval_samples_per_second": 56.994, "eval_steps_per_second": 7.132, "step": 3560 }, { "epoch": 3.88, "learning_rate": 5.767138193688792e-06, "loss": 0.2542, "step": 3570 }, { "epoch": 3.9, "learning_rate": 5.223068552774756e-06, "loss": 0.142, "step": 3580 }, { "epoch": 3.91, "learning_rate": 4.678998911860719e-06, "loss": 0.1282, "step": 3590 }, { "epoch": 3.92, "learning_rate": 4.134929270946682e-06, "loss": 0.1335, "step": 3600 }, { "epoch": 3.92, "eval_accuracy": 0.6610446137105549, "eval_loss": 1.3172351121902466, "eval_runtime": 31.9012, "eval_samples_per_second": 57.615, "eval_steps_per_second": 7.21, "step": 3600 }, { "epoch": 3.93, "learning_rate": 3.5908596300326447e-06, "loss": 0.1675, "step": 3610 }, { "epoch": 3.94, "learning_rate": 3.0467899891186073e-06, "loss": 0.0947, "step": 3620 }, { "epoch": 3.95, "learning_rate": 2.5027203482045706e-06, "loss": 0.1827, "step": 3630 }, { "epoch": 3.96, "learning_rate": 1.958650707290533e-06, "loss": 0.2452, "step": 3640 }, { "epoch": 3.96, "eval_accuracy": 0.6556039173014145, "eval_loss": 1.3156225681304932, "eval_runtime": 32.1002, "eval_samples_per_second": 57.258, "eval_steps_per_second": 7.165, "step": 3640 } ], "max_steps": 3676, "num_train_epochs": 4, "total_flos": 4.5132044744502374e+18, "trial_name": null, "trial_params": null }