diff --git "a/trainer_state.json" "b/trainer_state.json" new file mode 100644--- /dev/null +++ "b/trainer_state.json" @@ -0,0 +1,9433 @@ +{ + "best_metric": 0.10603297501802444, + "best_model_checkpoint": "./modeversion2_m7_e8/checkpoint-13600", + "epoch": 8.0, + "global_step": 13648, + "is_hyper_param_search": false, + "is_local_process_zero": true, + "is_world_process_zero": true, + "log_history": [ + { + "epoch": 0.01, + "learning_rate": 0.00019985345838218055, + "loss": 4.9362, + "step": 10 + }, + { + "epoch": 0.01, + "learning_rate": 0.00019970691676436108, + "loss": 4.7228, + "step": 20 + }, + { + "epoch": 0.02, + "learning_rate": 0.00019956037514654162, + "loss": 4.6088, + "step": 30 + }, + { + "epoch": 0.02, + "learning_rate": 0.00019941383352872216, + "loss": 4.5012, + "step": 40 + }, + { + "epoch": 0.03, + "learning_rate": 0.0001992672919109027, + "loss": 4.4055, + "step": 50 + }, + { + "epoch": 0.04, + "learning_rate": 0.00019912075029308323, + "loss": 4.3348, + "step": 60 + }, + { + "epoch": 0.04, + "learning_rate": 0.00019897420867526376, + "loss": 4.1101, + "step": 70 + }, + { + "epoch": 0.05, + "learning_rate": 0.00019882766705744433, + "loss": 4.0032, + "step": 80 + }, + { + "epoch": 0.05, + "learning_rate": 0.00019868112543962486, + "loss": 4.0011, + "step": 90 + }, + { + "epoch": 0.06, + "learning_rate": 0.0001985345838218054, + "loss": 4.0231, + "step": 100 + }, + { + "epoch": 0.06, + "eval_accuracy": 0.18829589354700244, + "eval_loss": 3.8568217754364014, + "eval_runtime": 154.561, + "eval_samples_per_second": 45.218, + "eval_steps_per_second": 5.655, + "step": 100 + }, + { + "epoch": 0.06, + "learning_rate": 0.00019838804220398594, + "loss": 3.8027, + "step": 110 + }, + { + "epoch": 0.07, + "learning_rate": 0.00019824150058616647, + "loss": 3.6998, + "step": 120 + }, + { + "epoch": 0.08, + "learning_rate": 0.000198094958968347, + "loss": 3.6945, + "step": 130 + }, + { + "epoch": 0.08, + "learning_rate": 0.00019794841735052755, + "loss": 3.6753, + "step": 140 + }, + { + "epoch": 0.09, + "learning_rate": 0.0001978018757327081, + "loss": 3.5269, + "step": 150 + }, + { + "epoch": 0.09, + "learning_rate": 0.00019765533411488865, + "loss": 3.5352, + "step": 160 + }, + { + "epoch": 0.1, + "learning_rate": 0.00019750879249706918, + "loss": 3.4251, + "step": 170 + }, + { + "epoch": 0.11, + "learning_rate": 0.00019736225087924972, + "loss": 3.3935, + "step": 180 + }, + { + "epoch": 0.11, + "learning_rate": 0.00019721570926143026, + "loss": 3.1822, + "step": 190 + }, + { + "epoch": 0.12, + "learning_rate": 0.0001970691676436108, + "loss": 3.3863, + "step": 200 + }, + { + "epoch": 0.12, + "eval_accuracy": 0.25955072256402917, + "eval_loss": 3.250999927520752, + "eval_runtime": 146.755, + "eval_samples_per_second": 47.624, + "eval_steps_per_second": 5.956, + "step": 200 + }, + { + "epoch": 0.12, + "learning_rate": 0.00019692262602579133, + "loss": 3.186, + "step": 210 + }, + { + "epoch": 0.13, + "learning_rate": 0.0001967760844079719, + "loss": 3.1788, + "step": 220 + }, + { + "epoch": 0.13, + "learning_rate": 0.00019662954279015243, + "loss": 3.0544, + "step": 230 + }, + { + "epoch": 0.14, + "learning_rate": 0.00019648300117233296, + "loss": 2.9295, + "step": 240 + }, + { + "epoch": 0.15, + "learning_rate": 0.0001963364595545135, + "loss": 2.9505, + "step": 250 + }, + { + "epoch": 0.15, + "learning_rate": 0.00019618991793669404, + "loss": 3.0351, + "step": 260 + }, + { + "epoch": 0.16, + "learning_rate": 0.00019604337631887457, + "loss": 2.8201, + "step": 270 + }, + { + "epoch": 0.16, + "learning_rate": 0.0001958968347010551, + "loss": 2.7123, + "step": 280 + }, + { + "epoch": 0.17, + "learning_rate": 0.00019575029308323565, + "loss": 2.6649, + "step": 290 + }, + { + "epoch": 0.18, + "learning_rate": 0.00019560375146541618, + "loss": 2.6187, + "step": 300 + }, + { + "epoch": 0.18, + "eval_accuracy": 0.3881814279582201, + "eval_loss": 2.6243486404418945, + "eval_runtime": 147.2875, + "eval_samples_per_second": 47.451, + "eval_steps_per_second": 5.934, + "step": 300 + }, + { + "epoch": 0.18, + "learning_rate": 0.00019545720984759672, + "loss": 2.7383, + "step": 310 + }, + { + "epoch": 0.19, + "learning_rate": 0.00019531066822977726, + "loss": 2.4618, + "step": 320 + }, + { + "epoch": 0.19, + "learning_rate": 0.0001951641266119578, + "loss": 2.6167, + "step": 330 + }, + { + "epoch": 0.2, + "learning_rate": 0.00019501758499413833, + "loss": 2.5502, + "step": 340 + }, + { + "epoch": 0.21, + "learning_rate": 0.00019487104337631887, + "loss": 2.3974, + "step": 350 + }, + { + "epoch": 0.21, + "learning_rate": 0.00019472450175849943, + "loss": 2.3332, + "step": 360 + }, + { + "epoch": 0.22, + "learning_rate": 0.00019457796014067997, + "loss": 2.2212, + "step": 370 + }, + { + "epoch": 0.22, + "learning_rate": 0.0001944314185228605, + "loss": 2.3352, + "step": 380 + }, + { + "epoch": 0.23, + "learning_rate": 0.00019428487690504104, + "loss": 2.1789, + "step": 390 + }, + { + "epoch": 0.23, + "learning_rate": 0.00019413833528722157, + "loss": 2.3097, + "step": 400 + }, + { + "epoch": 0.23, + "eval_accuracy": 0.4527114036342824, + "eval_loss": 2.218879222869873, + "eval_runtime": 146.5058, + "eval_samples_per_second": 47.705, + "eval_steps_per_second": 5.966, + "step": 400 + }, + { + "epoch": 0.24, + "learning_rate": 0.0001939917936694021, + "loss": 2.2105, + "step": 410 + }, + { + "epoch": 0.25, + "learning_rate": 0.00019384525205158265, + "loss": 2.1158, + "step": 420 + }, + { + "epoch": 0.25, + "learning_rate": 0.0001936987104337632, + "loss": 2.3474, + "step": 430 + }, + { + "epoch": 0.26, + "learning_rate": 0.00019355216881594375, + "loss": 2.0149, + "step": 440 + }, + { + "epoch": 0.26, + "learning_rate": 0.00019340562719812428, + "loss": 2.0887, + "step": 450 + }, + { + "epoch": 0.27, + "learning_rate": 0.00019325908558030482, + "loss": 2.0321, + "step": 460 + }, + { + "epoch": 0.28, + "learning_rate": 0.00019311254396248536, + "loss": 2.0894, + "step": 470 + }, + { + "epoch": 0.28, + "learning_rate": 0.0001929660023446659, + "loss": 1.9558, + "step": 480 + }, + { + "epoch": 0.29, + "learning_rate": 0.00019281946072684643, + "loss": 1.9417, + "step": 490 + }, + { + "epoch": 0.29, + "learning_rate": 0.000192672919109027, + "loss": 1.9016, + "step": 500 + }, + { + "epoch": 0.29, + "eval_accuracy": 0.5243954786092431, + "eval_loss": 1.949493408203125, + "eval_runtime": 146.4678, + "eval_samples_per_second": 47.717, + "eval_steps_per_second": 5.967, + "step": 500 + }, + { + "epoch": 0.3, + "learning_rate": 0.00019252637749120753, + "loss": 2.0172, + "step": 510 + }, + { + "epoch": 0.3, + "learning_rate": 0.00019237983587338807, + "loss": 1.8567, + "step": 520 + }, + { + "epoch": 0.31, + "learning_rate": 0.0001922332942555686, + "loss": 1.867, + "step": 530 + }, + { + "epoch": 0.32, + "learning_rate": 0.00019208675263774914, + "loss": 1.8106, + "step": 540 + }, + { + "epoch": 0.32, + "learning_rate": 0.00019194021101992967, + "loss": 1.8043, + "step": 550 + }, + { + "epoch": 0.33, + "learning_rate": 0.0001917936694021102, + "loss": 1.6615, + "step": 560 + }, + { + "epoch": 0.33, + "learning_rate": 0.00019164712778429075, + "loss": 1.6955, + "step": 570 + }, + { + "epoch": 0.34, + "learning_rate": 0.00019150058616647128, + "loss": 1.5323, + "step": 580 + }, + { + "epoch": 0.35, + "learning_rate": 0.00019135404454865182, + "loss": 1.8823, + "step": 590 + }, + { + "epoch": 0.35, + "learning_rate": 0.00019120750293083236, + "loss": 1.7478, + "step": 600 + }, + { + "epoch": 0.35, + "eval_accuracy": 0.6091000143081986, + "eval_loss": 1.6609317064285278, + "eval_runtime": 145.5033, + "eval_samples_per_second": 48.033, + "eval_steps_per_second": 6.007, + "step": 600 + }, + { + "epoch": 0.36, + "learning_rate": 0.0001910609613130129, + "loss": 1.5716, + "step": 610 + }, + { + "epoch": 0.36, + "learning_rate": 0.00019091441969519343, + "loss": 1.6264, + "step": 620 + }, + { + "epoch": 0.37, + "learning_rate": 0.00019076787807737397, + "loss": 1.4168, + "step": 630 + }, + { + "epoch": 0.38, + "learning_rate": 0.00019062133645955453, + "loss": 1.5568, + "step": 640 + }, + { + "epoch": 0.38, + "learning_rate": 0.00019047479484173507, + "loss": 1.4259, + "step": 650 + }, + { + "epoch": 0.39, + "learning_rate": 0.0001903282532239156, + "loss": 1.6078, + "step": 660 + }, + { + "epoch": 0.39, + "learning_rate": 0.00019018171160609614, + "loss": 1.6134, + "step": 670 + }, + { + "epoch": 0.4, + "learning_rate": 0.00019003516998827668, + "loss": 1.5145, + "step": 680 + }, + { + "epoch": 0.4, + "learning_rate": 0.0001898886283704572, + "loss": 1.4064, + "step": 690 + }, + { + "epoch": 0.41, + "learning_rate": 0.00018974208675263775, + "loss": 1.2345, + "step": 700 + }, + { + "epoch": 0.41, + "eval_accuracy": 0.6425811990270425, + "eval_loss": 1.4334971904754639, + "eval_runtime": 155.0534, + "eval_samples_per_second": 45.075, + "eval_steps_per_second": 5.637, + "step": 700 + }, + { + "epoch": 0.42, + "learning_rate": 0.00018959554513481828, + "loss": 1.4409, + "step": 710 + }, + { + "epoch": 0.42, + "learning_rate": 0.00018944900351699885, + "loss": 1.5001, + "step": 720 + }, + { + "epoch": 0.43, + "learning_rate": 0.00018930246189917938, + "loss": 1.4612, + "step": 730 + }, + { + "epoch": 0.43, + "learning_rate": 0.00018915592028135992, + "loss": 1.435, + "step": 740 + }, + { + "epoch": 0.44, + "learning_rate": 0.00018900937866354046, + "loss": 1.5151, + "step": 750 + }, + { + "epoch": 0.45, + "learning_rate": 0.000188862837045721, + "loss": 1.4164, + "step": 760 + }, + { + "epoch": 0.45, + "learning_rate": 0.00018871629542790153, + "loss": 1.4199, + "step": 770 + }, + { + "epoch": 0.46, + "learning_rate": 0.00018856975381008207, + "loss": 1.3292, + "step": 780 + }, + { + "epoch": 0.46, + "learning_rate": 0.00018842321219226263, + "loss": 1.1989, + "step": 790 + }, + { + "epoch": 0.47, + "learning_rate": 0.00018827667057444317, + "loss": 1.4129, + "step": 800 + }, + { + "epoch": 0.47, + "eval_accuracy": 0.6752038918300186, + "eval_loss": 1.30009925365448, + "eval_runtime": 145.5894, + "eval_samples_per_second": 48.005, + "eval_steps_per_second": 6.003, + "step": 800 + }, + { + "epoch": 0.47, + "learning_rate": 0.0001881301289566237, + "loss": 1.2392, + "step": 810 + }, + { + "epoch": 0.48, + "learning_rate": 0.00018798358733880424, + "loss": 1.2219, + "step": 820 + }, + { + "epoch": 0.49, + "learning_rate": 0.00018783704572098478, + "loss": 1.1573, + "step": 830 + }, + { + "epoch": 0.49, + "learning_rate": 0.0001876905041031653, + "loss": 1.1639, + "step": 840 + }, + { + "epoch": 0.5, + "learning_rate": 0.00018754396248534585, + "loss": 1.3702, + "step": 850 + }, + { + "epoch": 0.5, + "learning_rate": 0.00018739742086752638, + "loss": 1.2852, + "step": 860 + }, + { + "epoch": 0.51, + "learning_rate": 0.00018725087924970692, + "loss": 1.3457, + "step": 870 + }, + { + "epoch": 0.52, + "learning_rate": 0.00018710433763188746, + "loss": 1.0771, + "step": 880 + }, + { + "epoch": 0.52, + "learning_rate": 0.000186957796014068, + "loss": 1.234, + "step": 890 + }, + { + "epoch": 0.53, + "learning_rate": 0.00018681125439624853, + "loss": 1.1722, + "step": 900 + }, + { + "epoch": 0.53, + "eval_accuracy": 0.6784947775075119, + "eval_loss": 1.2030422687530518, + "eval_runtime": 145.3194, + "eval_samples_per_second": 48.094, + "eval_steps_per_second": 6.014, + "step": 900 + }, + { + "epoch": 0.53, + "learning_rate": 0.00018666471277842907, + "loss": 1.2407, + "step": 910 + }, + { + "epoch": 0.54, + "learning_rate": 0.0001865181711606096, + "loss": 1.1659, + "step": 920 + }, + { + "epoch": 0.55, + "learning_rate": 0.00018637162954279017, + "loss": 1.1053, + "step": 930 + }, + { + "epoch": 0.55, + "learning_rate": 0.0001862250879249707, + "loss": 1.039, + "step": 940 + }, + { + "epoch": 0.56, + "learning_rate": 0.00018607854630715124, + "loss": 1.036, + "step": 950 + }, + { + "epoch": 0.56, + "learning_rate": 0.00018593200468933178, + "loss": 1.0771, + "step": 960 + }, + { + "epoch": 0.57, + "learning_rate": 0.0001857854630715123, + "loss": 0.9866, + "step": 970 + }, + { + "epoch": 0.57, + "learning_rate": 0.00018563892145369285, + "loss": 1.1297, + "step": 980 + }, + { + "epoch": 0.58, + "learning_rate": 0.00018549237983587339, + "loss": 1.0704, + "step": 990 + }, + { + "epoch": 0.59, + "learning_rate": 0.00018534583821805395, + "loss": 1.0808, + "step": 1000 + }, + { + "epoch": 0.59, + "eval_accuracy": 0.727285734725998, + "eval_loss": 1.0051182508468628, + "eval_runtime": 154.513, + "eval_samples_per_second": 45.232, + "eval_steps_per_second": 5.656, + "step": 1000 + }, + { + "epoch": 0.59, + "learning_rate": 0.00018519929660023449, + "loss": 1.1615, + "step": 1010 + }, + { + "epoch": 0.6, + "learning_rate": 0.00018505275498241502, + "loss": 1.0797, + "step": 1020 + }, + { + "epoch": 0.6, + "learning_rate": 0.00018490621336459556, + "loss": 1.0826, + "step": 1030 + }, + { + "epoch": 0.61, + "learning_rate": 0.0001847596717467761, + "loss": 1.1367, + "step": 1040 + }, + { + "epoch": 0.62, + "learning_rate": 0.00018461313012895663, + "loss": 1.0246, + "step": 1050 + }, + { + "epoch": 0.62, + "learning_rate": 0.00018446658851113717, + "loss": 1.1359, + "step": 1060 + }, + { + "epoch": 0.63, + "learning_rate": 0.00018432004689331773, + "loss": 1.0534, + "step": 1070 + }, + { + "epoch": 0.63, + "learning_rate": 0.00018417350527549827, + "loss": 1.0266, + "step": 1080 + }, + { + "epoch": 0.64, + "learning_rate": 0.0001840269636576788, + "loss": 1.1158, + "step": 1090 + }, + { + "epoch": 0.64, + "learning_rate": 0.00018388042203985934, + "loss": 0.8814, + "step": 1100 + }, + { + "epoch": 0.64, + "eval_accuracy": 0.7062526827872371, + "eval_loss": 1.0715495347976685, + "eval_runtime": 151.9784, + "eval_samples_per_second": 45.987, + "eval_steps_per_second": 5.751, + "step": 1100 + }, + { + "epoch": 0.65, + "learning_rate": 0.00018373388042203988, + "loss": 1.0724, + "step": 1110 + }, + { + "epoch": 0.66, + "learning_rate": 0.0001835873388042204, + "loss": 0.9641, + "step": 1120 + }, + { + "epoch": 0.66, + "learning_rate": 0.00018344079718640095, + "loss": 0.9985, + "step": 1130 + }, + { + "epoch": 0.67, + "learning_rate": 0.00018329425556858149, + "loss": 0.7201, + "step": 1140 + }, + { + "epoch": 0.67, + "learning_rate": 0.00018314771395076202, + "loss": 0.9213, + "step": 1150 + }, + { + "epoch": 0.68, + "learning_rate": 0.00018300117233294256, + "loss": 0.8745, + "step": 1160 + }, + { + "epoch": 0.69, + "learning_rate": 0.0001828546307151231, + "loss": 0.9735, + "step": 1170 + }, + { + "epoch": 0.69, + "learning_rate": 0.00018270808909730363, + "loss": 0.8539, + "step": 1180 + }, + { + "epoch": 0.7, + "learning_rate": 0.00018256154747948417, + "loss": 0.8508, + "step": 1190 + }, + { + "epoch": 0.7, + "learning_rate": 0.0001824150058616647, + "loss": 0.9831, + "step": 1200 + }, + { + "epoch": 0.7, + "eval_accuracy": 0.7334382601230505, + "eval_loss": 0.9282865524291992, + "eval_runtime": 152.1233, + "eval_samples_per_second": 45.943, + "eval_steps_per_second": 5.745, + "step": 1200 + }, + { + "epoch": 0.71, + "learning_rate": 0.00018226846424384527, + "loss": 0.8615, + "step": 1210 + }, + { + "epoch": 0.72, + "learning_rate": 0.0001821219226260258, + "loss": 0.9357, + "step": 1220 + }, + { + "epoch": 0.72, + "learning_rate": 0.00018197538100820634, + "loss": 0.9575, + "step": 1230 + }, + { + "epoch": 0.73, + "learning_rate": 0.00018182883939038688, + "loss": 1.0384, + "step": 1240 + }, + { + "epoch": 0.73, + "learning_rate": 0.0001816822977725674, + "loss": 0.9829, + "step": 1250 + }, + { + "epoch": 0.74, + "learning_rate": 0.00018153575615474795, + "loss": 1.0311, + "step": 1260 + }, + { + "epoch": 0.74, + "learning_rate": 0.00018138921453692849, + "loss": 0.9393, + "step": 1270 + }, + { + "epoch": 0.75, + "learning_rate": 0.00018124267291910902, + "loss": 0.8901, + "step": 1280 + }, + { + "epoch": 0.76, + "learning_rate": 0.00018109613130128959, + "loss": 0.9026, + "step": 1290 + }, + { + "epoch": 0.76, + "learning_rate": 0.00018094958968347012, + "loss": 0.8118, + "step": 1300 + }, + { + "epoch": 0.76, + "eval_accuracy": 0.7630562312204894, + "eval_loss": 0.8524749875068665, + "eval_runtime": 143.9267, + "eval_samples_per_second": 48.559, + "eval_steps_per_second": 6.073, + "step": 1300 + }, + { + "epoch": 0.77, + "learning_rate": 0.00018080304806565066, + "loss": 0.8655, + "step": 1310 + }, + { + "epoch": 0.77, + "learning_rate": 0.0001806565064478312, + "loss": 0.8091, + "step": 1320 + }, + { + "epoch": 0.78, + "learning_rate": 0.00018050996483001173, + "loss": 0.7504, + "step": 1330 + }, + { + "epoch": 0.79, + "learning_rate": 0.00018036342321219227, + "loss": 0.8198, + "step": 1340 + }, + { + "epoch": 0.79, + "learning_rate": 0.0001802168815943728, + "loss": 0.6709, + "step": 1350 + }, + { + "epoch": 0.8, + "learning_rate": 0.00018007033997655337, + "loss": 0.5819, + "step": 1360 + }, + { + "epoch": 0.8, + "learning_rate": 0.0001799237983587339, + "loss": 0.8105, + "step": 1370 + }, + { + "epoch": 0.81, + "learning_rate": 0.00017977725674091444, + "loss": 0.8451, + "step": 1380 + }, + { + "epoch": 0.81, + "learning_rate": 0.00017963071512309498, + "loss": 0.759, + "step": 1390 + }, + { + "epoch": 0.82, + "learning_rate": 0.00017948417350527551, + "loss": 0.7203, + "step": 1400 + }, + { + "epoch": 0.82, + "eval_accuracy": 0.7756474459865503, + "eval_loss": 0.7848576307296753, + "eval_runtime": 140.891, + "eval_samples_per_second": 49.606, + "eval_steps_per_second": 6.203, + "step": 1400 + }, + { + "epoch": 0.83, + "learning_rate": 0.00017933763188745605, + "loss": 0.6735, + "step": 1410 + }, + { + "epoch": 0.83, + "learning_rate": 0.00017919109026963659, + "loss": 0.8848, + "step": 1420 + }, + { + "epoch": 0.84, + "learning_rate": 0.00017904454865181712, + "loss": 0.9537, + "step": 1430 + }, + { + "epoch": 0.84, + "learning_rate": 0.00017889800703399766, + "loss": 0.8524, + "step": 1440 + }, + { + "epoch": 0.85, + "learning_rate": 0.0001787514654161782, + "loss": 0.7838, + "step": 1450 + }, + { + "epoch": 0.86, + "learning_rate": 0.00017860492379835873, + "loss": 0.7812, + "step": 1460 + }, + { + "epoch": 0.86, + "learning_rate": 0.00017845838218053927, + "loss": 0.8121, + "step": 1470 + }, + { + "epoch": 0.87, + "learning_rate": 0.0001783118405627198, + "loss": 0.7117, + "step": 1480 + }, + { + "epoch": 0.87, + "learning_rate": 0.00017816529894490034, + "loss": 0.8253, + "step": 1490 + }, + { + "epoch": 0.88, + "learning_rate": 0.0001780187573270809, + "loss": 0.8881, + "step": 1500 + }, + { + "epoch": 0.88, + "eval_accuracy": 0.7487480326226928, + "eval_loss": 0.8785643577575684, + "eval_runtime": 142.9471, + "eval_samples_per_second": 48.892, + "eval_steps_per_second": 6.114, + "step": 1500 + }, + { + "epoch": 0.89, + "learning_rate": 0.00017787221570926144, + "loss": 0.835, + "step": 1510 + }, + { + "epoch": 0.89, + "learning_rate": 0.00017772567409144198, + "loss": 0.772, + "step": 1520 + }, + { + "epoch": 0.9, + "learning_rate": 0.00017757913247362251, + "loss": 0.8038, + "step": 1530 + }, + { + "epoch": 0.9, + "learning_rate": 0.00017743259085580305, + "loss": 0.6412, + "step": 1540 + }, + { + "epoch": 0.91, + "learning_rate": 0.0001772860492379836, + "loss": 0.7474, + "step": 1550 + }, + { + "epoch": 0.91, + "learning_rate": 0.00017713950762016412, + "loss": 0.6952, + "step": 1560 + }, + { + "epoch": 0.92, + "learning_rate": 0.0001769929660023447, + "loss": 0.7074, + "step": 1570 + }, + { + "epoch": 0.93, + "learning_rate": 0.00017684642438452522, + "loss": 0.8314, + "step": 1580 + }, + { + "epoch": 0.93, + "learning_rate": 0.00017669988276670576, + "loss": 0.642, + "step": 1590 + }, + { + "epoch": 0.94, + "learning_rate": 0.0001765533411488863, + "loss": 0.6407, + "step": 1600 + }, + { + "epoch": 0.94, + "eval_accuracy": 0.7999713836028044, + "eval_loss": 0.6896187663078308, + "eval_runtime": 132.1077, + "eval_samples_per_second": 52.904, + "eval_steps_per_second": 6.616, + "step": 1600 + }, + { + "epoch": 0.94, + "learning_rate": 0.00017640679953106683, + "loss": 0.8928, + "step": 1610 + }, + { + "epoch": 0.95, + "learning_rate": 0.00017626025791324737, + "loss": 0.6333, + "step": 1620 + }, + { + "epoch": 0.96, + "learning_rate": 0.0001761137162954279, + "loss": 0.6867, + "step": 1630 + }, + { + "epoch": 0.96, + "learning_rate": 0.00017596717467760847, + "loss": 0.6426, + "step": 1640 + }, + { + "epoch": 0.97, + "learning_rate": 0.000175820633059789, + "loss": 0.7396, + "step": 1650 + }, + { + "epoch": 0.97, + "learning_rate": 0.00017567409144196954, + "loss": 0.7627, + "step": 1660 + }, + { + "epoch": 0.98, + "learning_rate": 0.00017552754982415008, + "loss": 0.6725, + "step": 1670 + }, + { + "epoch": 0.98, + "learning_rate": 0.00017538100820633061, + "loss": 0.7504, + "step": 1680 + }, + { + "epoch": 0.99, + "learning_rate": 0.00017523446658851115, + "loss": 0.8719, + "step": 1690 + }, + { + "epoch": 1.0, + "learning_rate": 0.0001750879249706917, + "loss": 0.7574, + "step": 1700 + }, + { + "epoch": 1.0, + "eval_accuracy": 0.7753612820145943, + "eval_loss": 0.731360137462616, + "eval_runtime": 125.1906, + "eval_samples_per_second": 55.827, + "eval_steps_per_second": 6.981, + "step": 1700 + }, + { + "epoch": 1.0, + "learning_rate": 0.00017494138335287222, + "loss": 0.5538, + "step": 1710 + }, + { + "epoch": 1.01, + "learning_rate": 0.00017479484173505276, + "loss": 0.4408, + "step": 1720 + }, + { + "epoch": 1.01, + "learning_rate": 0.0001746483001172333, + "loss": 0.5641, + "step": 1730 + }, + { + "epoch": 1.02, + "learning_rate": 0.00017450175849941383, + "loss": 0.555, + "step": 1740 + }, + { + "epoch": 1.03, + "learning_rate": 0.00017435521688159437, + "loss": 0.4495, + "step": 1750 + }, + { + "epoch": 1.03, + "learning_rate": 0.0001742086752637749, + "loss": 0.4559, + "step": 1760 + }, + { + "epoch": 1.04, + "learning_rate": 0.00017406213364595544, + "loss": 0.6162, + "step": 1770 + }, + { + "epoch": 1.04, + "learning_rate": 0.000173915592028136, + "loss": 0.4602, + "step": 1780 + }, + { + "epoch": 1.05, + "learning_rate": 0.00017376905041031654, + "loss": 0.3142, + "step": 1790 + }, + { + "epoch": 1.06, + "learning_rate": 0.00017362250879249708, + "loss": 0.6063, + "step": 1800 + }, + { + "epoch": 1.06, + "eval_accuracy": 0.8068393189297467, + "eval_loss": 0.6312341690063477, + "eval_runtime": 132.7037, + "eval_samples_per_second": 52.666, + "eval_steps_per_second": 6.586, + "step": 1800 + }, + { + "epoch": 1.06, + "learning_rate": 0.00017347596717467761, + "loss": 0.4283, + "step": 1810 + }, + { + "epoch": 1.07, + "learning_rate": 0.00017332942555685815, + "loss": 0.333, + "step": 1820 + }, + { + "epoch": 1.07, + "learning_rate": 0.0001731828839390387, + "loss": 0.4981, + "step": 1830 + }, + { + "epoch": 1.08, + "learning_rate": 0.00017303634232121922, + "loss": 0.4265, + "step": 1840 + }, + { + "epoch": 1.08, + "learning_rate": 0.00017288980070339976, + "loss": 0.5487, + "step": 1850 + }, + { + "epoch": 1.09, + "learning_rate": 0.00017274325908558032, + "loss": 0.48, + "step": 1860 + }, + { + "epoch": 1.1, + "learning_rate": 0.00017259671746776086, + "loss": 0.5629, + "step": 1870 + }, + { + "epoch": 1.1, + "learning_rate": 0.0001724501758499414, + "loss": 0.7469, + "step": 1880 + }, + { + "epoch": 1.11, + "learning_rate": 0.00017230363423212193, + "loss": 0.4352, + "step": 1890 + }, + { + "epoch": 1.11, + "learning_rate": 0.00017215709261430247, + "loss": 0.4797, + "step": 1900 + }, + { + "epoch": 1.11, + "eval_accuracy": 0.8295893547002432, + "eval_loss": 0.5791635513305664, + "eval_runtime": 125.6253, + "eval_samples_per_second": 55.634, + "eval_steps_per_second": 6.957, + "step": 1900 + }, + { + "epoch": 1.12, + "learning_rate": 0.000172010550996483, + "loss": 0.556, + "step": 1910 + }, + { + "epoch": 1.13, + "learning_rate": 0.00017186400937866357, + "loss": 0.3858, + "step": 1920 + }, + { + "epoch": 1.13, + "learning_rate": 0.0001717174677608441, + "loss": 0.3804, + "step": 1930 + }, + { + "epoch": 1.14, + "learning_rate": 0.00017157092614302464, + "loss": 0.4595, + "step": 1940 + }, + { + "epoch": 1.14, + "learning_rate": 0.00017142438452520518, + "loss": 0.3698, + "step": 1950 + }, + { + "epoch": 1.15, + "learning_rate": 0.00017127784290738572, + "loss": 0.3749, + "step": 1960 + }, + { + "epoch": 1.15, + "learning_rate": 0.00017113130128956625, + "loss": 0.478, + "step": 1970 + }, + { + "epoch": 1.16, + "learning_rate": 0.0001709847596717468, + "loss": 0.4529, + "step": 1980 + }, + { + "epoch": 1.17, + "learning_rate": 0.00017083821805392732, + "loss": 0.3144, + "step": 1990 + }, + { + "epoch": 1.17, + "learning_rate": 0.00017069167643610786, + "loss": 0.4973, + "step": 2000 + }, + { + "epoch": 1.17, + "eval_accuracy": 0.8221490914293891, + "eval_loss": 0.5846105217933655, + "eval_runtime": 124.9156, + "eval_samples_per_second": 55.95, + "eval_steps_per_second": 6.997, + "step": 2000 + }, + { + "epoch": 1.18, + "learning_rate": 0.0001705451348182884, + "loss": 0.4261, + "step": 2010 + }, + { + "epoch": 1.18, + "learning_rate": 0.00017039859320046893, + "loss": 0.4794, + "step": 2020 + }, + { + "epoch": 1.19, + "learning_rate": 0.00017025205158264947, + "loss": 0.6335, + "step": 2030 + }, + { + "epoch": 1.2, + "learning_rate": 0.00017010550996483, + "loss": 0.4208, + "step": 2040 + }, + { + "epoch": 1.2, + "learning_rate": 0.00016995896834701054, + "loss": 0.4563, + "step": 2050 + }, + { + "epoch": 1.21, + "learning_rate": 0.00016981242672919108, + "loss": 0.434, + "step": 2060 + }, + { + "epoch": 1.21, + "learning_rate": 0.00016966588511137164, + "loss": 0.4537, + "step": 2070 + }, + { + "epoch": 1.22, + "learning_rate": 0.00016951934349355218, + "loss": 0.6688, + "step": 2080 + }, + { + "epoch": 1.23, + "learning_rate": 0.00016937280187573272, + "loss": 0.6074, + "step": 2090 + }, + { + "epoch": 1.23, + "learning_rate": 0.00016922626025791325, + "loss": 0.4432, + "step": 2100 + }, + { + "epoch": 1.23, + "eval_accuracy": 0.7905279725282587, + "eval_loss": 0.7057243585586548, + "eval_runtime": 124.8847, + "eval_samples_per_second": 55.964, + "eval_steps_per_second": 6.998, + "step": 2100 + }, + { + "epoch": 1.24, + "learning_rate": 0.0001690797186400938, + "loss": 0.5777, + "step": 2110 + }, + { + "epoch": 1.24, + "learning_rate": 0.00016893317702227432, + "loss": 0.492, + "step": 2120 + }, + { + "epoch": 1.25, + "learning_rate": 0.00016878663540445486, + "loss": 0.4781, + "step": 2130 + }, + { + "epoch": 1.25, + "learning_rate": 0.00016864009378663542, + "loss": 0.459, + "step": 2140 + }, + { + "epoch": 1.26, + "learning_rate": 0.00016849355216881596, + "loss": 0.4623, + "step": 2150 + }, + { + "epoch": 1.27, + "learning_rate": 0.0001683470105509965, + "loss": 0.4226, + "step": 2160 + }, + { + "epoch": 1.27, + "learning_rate": 0.00016821512309495896, + "loss": 0.4729, + "step": 2170 + }, + { + "epoch": 1.28, + "learning_rate": 0.0001680685814771395, + "loss": 0.4572, + "step": 2180 + }, + { + "epoch": 1.28, + "learning_rate": 0.00016792203985932004, + "loss": 0.5003, + "step": 2190 + }, + { + "epoch": 1.29, + "learning_rate": 0.00016777549824150057, + "loss": 0.5518, + "step": 2200 + }, + { + "epoch": 1.29, + "eval_accuracy": 0.830447846616111, + "eval_loss": 0.5621276497840881, + "eval_runtime": 131.9063, + "eval_samples_per_second": 52.985, + "eval_steps_per_second": 6.626, + "step": 2200 + }, + { + "epoch": 1.3, + "learning_rate": 0.00016762895662368114, + "loss": 0.4762, + "step": 2210 + }, + { + "epoch": 1.3, + "learning_rate": 0.00016748241500586167, + "loss": 0.4631, + "step": 2220 + }, + { + "epoch": 1.31, + "learning_rate": 0.0001673358733880422, + "loss": 0.3945, + "step": 2230 + }, + { + "epoch": 1.31, + "learning_rate": 0.00016718933177022275, + "loss": 0.5351, + "step": 2240 + }, + { + "epoch": 1.32, + "learning_rate": 0.00016704279015240328, + "loss": 0.3174, + "step": 2250 + }, + { + "epoch": 1.32, + "learning_rate": 0.00016689624853458382, + "loss": 0.4819, + "step": 2260 + }, + { + "epoch": 1.33, + "learning_rate": 0.00016674970691676438, + "loss": 0.4126, + "step": 2270 + }, + { + "epoch": 1.34, + "learning_rate": 0.00016660316529894492, + "loss": 0.3867, + "step": 2280 + }, + { + "epoch": 1.34, + "learning_rate": 0.00016645662368112546, + "loss": 0.3899, + "step": 2290 + }, + { + "epoch": 1.35, + "learning_rate": 0.000166310082063306, + "loss": 0.3256, + "step": 2300 + }, + { + "epoch": 1.35, + "eval_accuracy": 0.8142795822006009, + "eval_loss": 0.5890085101127625, + "eval_runtime": 132.1089, + "eval_samples_per_second": 52.903, + "eval_steps_per_second": 6.616, + "step": 2300 + }, + { + "epoch": 1.35, + "learning_rate": 0.00016616354044548653, + "loss": 0.3759, + "step": 2310 + }, + { + "epoch": 1.36, + "learning_rate": 0.00016601699882766706, + "loss": 0.3657, + "step": 2320 + }, + { + "epoch": 1.37, + "learning_rate": 0.0001658704572098476, + "loss": 0.4711, + "step": 2330 + }, + { + "epoch": 1.37, + "learning_rate": 0.00016572391559202814, + "loss": 0.5025, + "step": 2340 + }, + { + "epoch": 1.38, + "learning_rate": 0.0001655773739742087, + "loss": 0.447, + "step": 2350 + }, + { + "epoch": 1.38, + "learning_rate": 0.00016543083235638924, + "loss": 0.4121, + "step": 2360 + }, + { + "epoch": 1.39, + "learning_rate": 0.00016528429073856977, + "loss": 0.3962, + "step": 2370 + }, + { + "epoch": 1.4, + "learning_rate": 0.0001651377491207503, + "loss": 0.417, + "step": 2380 + }, + { + "epoch": 1.4, + "learning_rate": 0.00016499120750293085, + "loss": 0.3845, + "step": 2390 + }, + { + "epoch": 1.41, + "learning_rate": 0.00016484466588511138, + "loss": 0.4284, + "step": 2400 + }, + { + "epoch": 1.41, + "eval_accuracy": 0.8484761768493346, + "eval_loss": 0.5204383730888367, + "eval_runtime": 132.2063, + "eval_samples_per_second": 52.864, + "eval_steps_per_second": 6.611, + "step": 2400 + }, + { + "epoch": 1.41, + "learning_rate": 0.00016469812426729192, + "loss": 0.4315, + "step": 2410 + }, + { + "epoch": 1.42, + "learning_rate": 0.00016455158264947246, + "loss": 0.4059, + "step": 2420 + }, + { + "epoch": 1.42, + "learning_rate": 0.000164405041031653, + "loss": 0.5097, + "step": 2430 + }, + { + "epoch": 1.43, + "learning_rate": 0.00016425849941383353, + "loss": 0.4221, + "step": 2440 + }, + { + "epoch": 1.44, + "learning_rate": 0.00016411195779601406, + "loss": 0.3041, + "step": 2450 + }, + { + "epoch": 1.44, + "learning_rate": 0.0001639654161781946, + "loss": 0.3355, + "step": 2460 + }, + { + "epoch": 1.45, + "learning_rate": 0.00016381887456037514, + "loss": 0.4833, + "step": 2470 + }, + { + "epoch": 1.45, + "learning_rate": 0.00016367233294255567, + "loss": 0.3784, + "step": 2480 + }, + { + "epoch": 1.46, + "learning_rate": 0.00016352579132473624, + "loss": 0.4241, + "step": 2490 + }, + { + "epoch": 1.47, + "learning_rate": 0.00016337924970691677, + "loss": 0.3702, + "step": 2500 + }, + { + "epoch": 1.47, + "eval_accuracy": 0.8255830590928602, + "eval_loss": 0.5698599815368652, + "eval_runtime": 132.0309, + "eval_samples_per_second": 52.935, + "eval_steps_per_second": 6.62, + "step": 2500 + }, + { + "epoch": 1.47, + "learning_rate": 0.0001632327080890973, + "loss": 0.5582, + "step": 2510 + }, + { + "epoch": 1.48, + "learning_rate": 0.00016308616647127785, + "loss": 0.4042, + "step": 2520 + }, + { + "epoch": 1.48, + "learning_rate": 0.00016293962485345838, + "loss": 0.521, + "step": 2530 + }, + { + "epoch": 1.49, + "learning_rate": 0.00016279308323563892, + "loss": 0.4506, + "step": 2540 + }, + { + "epoch": 1.49, + "learning_rate": 0.00016264654161781948, + "loss": 0.4792, + "step": 2550 + }, + { + "epoch": 1.5, + "learning_rate": 0.00016250000000000002, + "loss": 0.3871, + "step": 2560 + }, + { + "epoch": 1.51, + "learning_rate": 0.00016235345838218056, + "loss": 0.4158, + "step": 2570 + }, + { + "epoch": 1.51, + "learning_rate": 0.0001622069167643611, + "loss": 0.344, + "step": 2580 + }, + { + "epoch": 1.52, + "learning_rate": 0.00016206037514654163, + "loss": 0.443, + "step": 2590 + }, + { + "epoch": 1.52, + "learning_rate": 0.00016191383352872217, + "loss": 0.2858, + "step": 2600 + }, + { + "epoch": 1.52, + "eval_accuracy": 0.8287308627843755, + "eval_loss": 0.5814529061317444, + "eval_runtime": 131.7574, + "eval_samples_per_second": 53.044, + "eval_steps_per_second": 6.633, + "step": 2600 + }, + { + "epoch": 1.53, + "learning_rate": 0.0001617672919109027, + "loss": 0.4386, + "step": 2610 + }, + { + "epoch": 1.54, + "learning_rate": 0.00016162075029308324, + "loss": 0.4039, + "step": 2620 + }, + { + "epoch": 1.54, + "learning_rate": 0.00016147420867526377, + "loss": 0.3744, + "step": 2630 + }, + { + "epoch": 1.55, + "learning_rate": 0.00016132766705744434, + "loss": 0.3651, + "step": 2640 + }, + { + "epoch": 1.55, + "learning_rate": 0.00016118112543962487, + "loss": 0.3443, + "step": 2650 + }, + { + "epoch": 1.56, + "learning_rate": 0.0001610345838218054, + "loss": 0.2685, + "step": 2660 + }, + { + "epoch": 1.57, + "learning_rate": 0.00016088804220398595, + "loss": 0.3829, + "step": 2670 + }, + { + "epoch": 1.57, + "learning_rate": 0.00016075615474794844, + "loss": 0.6062, + "step": 2680 + }, + { + "epoch": 1.58, + "learning_rate": 0.00016060961313012898, + "loss": 0.4935, + "step": 2690 + }, + { + "epoch": 1.58, + "learning_rate": 0.00016046307151230951, + "loss": 0.3706, + "step": 2700 + }, + { + "epoch": 1.58, + "eval_accuracy": 0.8570610960080126, + "eval_loss": 0.4615406095981598, + "eval_runtime": 132.121, + "eval_samples_per_second": 52.898, + "eval_steps_per_second": 6.615, + "step": 2700 + }, + { + "epoch": 1.59, + "learning_rate": 0.00016031652989449005, + "loss": 0.3985, + "step": 2710 + }, + { + "epoch": 1.59, + "learning_rate": 0.0001601699882766706, + "loss": 0.455, + "step": 2720 + }, + { + "epoch": 1.6, + "learning_rate": 0.00016002344665885112, + "loss": 0.4864, + "step": 2730 + }, + { + "epoch": 1.61, + "learning_rate": 0.00015987690504103166, + "loss": 0.4129, + "step": 2740 + }, + { + "epoch": 1.61, + "learning_rate": 0.0001597303634232122, + "loss": 0.4379, + "step": 2750 + }, + { + "epoch": 1.62, + "learning_rate": 0.00015958382180539273, + "loss": 0.368, + "step": 2760 + }, + { + "epoch": 1.62, + "learning_rate": 0.00015943728018757327, + "loss": 0.4663, + "step": 2770 + }, + { + "epoch": 1.63, + "learning_rate": 0.00015929073856975383, + "loss": 0.4286, + "step": 2780 + }, + { + "epoch": 1.64, + "learning_rate": 0.00015914419695193437, + "loss": 0.4098, + "step": 2790 + }, + { + "epoch": 1.64, + "learning_rate": 0.0001589976553341149, + "loss": 0.3484, + "step": 2800 + }, + { + "epoch": 1.64, + "eval_accuracy": 0.8517670625268279, + "eval_loss": 0.4811908006668091, + "eval_runtime": 132.1551, + "eval_samples_per_second": 52.885, + "eval_steps_per_second": 6.613, + "step": 2800 + }, + { + "epoch": 1.65, + "learning_rate": 0.00015885111371629544, + "loss": 0.4884, + "step": 2810 + }, + { + "epoch": 1.65, + "learning_rate": 0.00015870457209847598, + "loss": 0.4281, + "step": 2820 + }, + { + "epoch": 1.66, + "learning_rate": 0.00015855803048065651, + "loss": 0.332, + "step": 2830 + }, + { + "epoch": 1.66, + "learning_rate": 0.00015841148886283705, + "loss": 0.4424, + "step": 2840 + }, + { + "epoch": 1.67, + "learning_rate": 0.0001582649472450176, + "loss": 0.3052, + "step": 2850 + }, + { + "epoch": 1.68, + "learning_rate": 0.00015811840562719812, + "loss": 0.3357, + "step": 2860 + }, + { + "epoch": 1.68, + "learning_rate": 0.00015797186400937866, + "loss": 0.3333, + "step": 2870 + }, + { + "epoch": 1.69, + "learning_rate": 0.0001578253223915592, + "loss": 0.3892, + "step": 2880 + }, + { + "epoch": 1.69, + "learning_rate": 0.00015767878077373973, + "loss": 0.291, + "step": 2890 + }, + { + "epoch": 1.7, + "learning_rate": 0.00015753223915592027, + "loss": 0.2865, + "step": 2900 + }, + { + "epoch": 1.7, + "eval_accuracy": 0.863785949348977, + "eval_loss": 0.42850247025489807, + "eval_runtime": 132.124, + "eval_samples_per_second": 52.897, + "eval_steps_per_second": 6.615, + "step": 2900 + }, + { + "epoch": 1.71, + "learning_rate": 0.0001573856975381008, + "loss": 0.5337, + "step": 2910 + }, + { + "epoch": 1.71, + "learning_rate": 0.00015723915592028137, + "loss": 0.3917, + "step": 2920 + }, + { + "epoch": 1.72, + "learning_rate": 0.0001570926143024619, + "loss": 0.3865, + "step": 2930 + }, + { + "epoch": 1.72, + "learning_rate": 0.00015694607268464244, + "loss": 0.2454, + "step": 2940 + }, + { + "epoch": 1.73, + "learning_rate": 0.00015679953106682298, + "loss": 0.3168, + "step": 2950 + }, + { + "epoch": 1.74, + "learning_rate": 0.00015665298944900354, + "loss": 0.5034, + "step": 2960 + }, + { + "epoch": 1.74, + "learning_rate": 0.00015650644783118408, + "loss": 0.4298, + "step": 2970 + }, + { + "epoch": 1.75, + "learning_rate": 0.00015635990621336461, + "loss": 0.3871, + "step": 2980 + }, + { + "epoch": 1.75, + "learning_rate": 0.00015621336459554515, + "loss": 0.3953, + "step": 2990 + }, + { + "epoch": 1.76, + "learning_rate": 0.0001560668229777257, + "loss": 0.4474, + "step": 3000 + }, + { + "epoch": 1.76, + "eval_accuracy": 0.8377450279009873, + "eval_loss": 0.5217348337173462, + "eval_runtime": 131.5378, + "eval_samples_per_second": 53.133, + "eval_steps_per_second": 6.644, + "step": 3000 + }, + { + "epoch": 1.76, + "learning_rate": 0.00015592028135990622, + "loss": 0.4237, + "step": 3010 + }, + { + "epoch": 1.77, + "learning_rate": 0.00015577373974208676, + "loss": 0.5681, + "step": 3020 + }, + { + "epoch": 1.78, + "learning_rate": 0.0001556271981242673, + "loss": 0.4514, + "step": 3030 + }, + { + "epoch": 1.78, + "learning_rate": 0.00015548065650644783, + "loss": 0.4116, + "step": 3040 + }, + { + "epoch": 1.79, + "learning_rate": 0.00015533411488862837, + "loss": 0.2819, + "step": 3050 + }, + { + "epoch": 1.79, + "learning_rate": 0.00015518757327080893, + "loss": 0.3867, + "step": 3060 + }, + { + "epoch": 1.8, + "learning_rate": 0.00015504103165298947, + "loss": 0.3764, + "step": 3070 + }, + { + "epoch": 1.81, + "learning_rate": 0.00015489449003517, + "loss": 0.2372, + "step": 3080 + }, + { + "epoch": 1.81, + "learning_rate": 0.00015474794841735054, + "loss": 0.4577, + "step": 3090 + }, + { + "epoch": 1.82, + "learning_rate": 0.00015460140679953108, + "loss": 0.2101, + "step": 3100 + }, + { + "epoch": 1.82, + "eval_accuracy": 0.8589211618257261, + "eval_loss": 0.447763592004776, + "eval_runtime": 125.3105, + "eval_samples_per_second": 55.773, + "eval_steps_per_second": 6.975, + "step": 3100 + }, + { + "epoch": 1.82, + "learning_rate": 0.00015445486518171161, + "loss": 0.2983, + "step": 3110 + }, + { + "epoch": 1.83, + "learning_rate": 0.00015430832356389215, + "loss": 0.3625, + "step": 3120 + }, + { + "epoch": 1.83, + "learning_rate": 0.0001541617819460727, + "loss": 0.3615, + "step": 3130 + }, + { + "epoch": 1.84, + "learning_rate": 0.00015401524032825322, + "loss": 0.3006, + "step": 3140 + }, + { + "epoch": 1.85, + "learning_rate": 0.00015386869871043376, + "loss": 0.3519, + "step": 3150 + }, + { + "epoch": 1.85, + "learning_rate": 0.0001537221570926143, + "loss": 0.437, + "step": 3160 + }, + { + "epoch": 1.86, + "learning_rate": 0.00015357561547479483, + "loss": 0.2969, + "step": 3170 + }, + { + "epoch": 1.86, + "learning_rate": 0.00015342907385697537, + "loss": 0.31, + "step": 3180 + }, + { + "epoch": 1.87, + "learning_rate": 0.0001532825322391559, + "loss": 0.3726, + "step": 3190 + }, + { + "epoch": 1.88, + "learning_rate": 0.00015313599062133644, + "loss": 0.3545, + "step": 3200 + }, + { + "epoch": 1.88, + "eval_accuracy": 0.8612104736013736, + "eval_loss": 0.4443872272968292, + "eval_runtime": 125.1071, + "eval_samples_per_second": 55.864, + "eval_steps_per_second": 6.986, + "step": 3200 + }, + { + "epoch": 1.88, + "learning_rate": 0.000152989449003517, + "loss": 0.3303, + "step": 3210 + }, + { + "epoch": 1.89, + "learning_rate": 0.00015284290738569754, + "loss": 0.3757, + "step": 3220 + }, + { + "epoch": 1.89, + "learning_rate": 0.00015269636576787808, + "loss": 0.245, + "step": 3230 + }, + { + "epoch": 1.9, + "learning_rate": 0.00015254982415005864, + "loss": 0.3251, + "step": 3240 + }, + { + "epoch": 1.91, + "learning_rate": 0.00015240328253223918, + "loss": 0.2172, + "step": 3250 + }, + { + "epoch": 1.91, + "learning_rate": 0.00015225674091441972, + "loss": 0.3141, + "step": 3260 + }, + { + "epoch": 1.92, + "learning_rate": 0.00015211019929660025, + "loss": 0.3574, + "step": 3270 + }, + { + "epoch": 1.92, + "learning_rate": 0.0001519636576787808, + "loss": 0.4054, + "step": 3280 + }, + { + "epoch": 1.93, + "learning_rate": 0.00015181711606096132, + "loss": 0.4211, + "step": 3290 + }, + { + "epoch": 1.93, + "learning_rate": 0.00015167057444314186, + "loss": 0.2728, + "step": 3300 + }, + { + "epoch": 1.93, + "eval_accuracy": 0.8645013592788668, + "eval_loss": 0.42130500078201294, + "eval_runtime": 123.9846, + "eval_samples_per_second": 56.37, + "eval_steps_per_second": 7.049, + "step": 3300 + }, + { + "epoch": 1.94, + "learning_rate": 0.0001515240328253224, + "loss": 0.2755, + "step": 3310 + }, + { + "epoch": 1.95, + "learning_rate": 0.00015137749120750293, + "loss": 0.3201, + "step": 3320 + }, + { + "epoch": 1.95, + "learning_rate": 0.00015123094958968347, + "loss": 0.2831, + "step": 3330 + }, + { + "epoch": 1.96, + "learning_rate": 0.000151084407971864, + "loss": 0.2945, + "step": 3340 + }, + { + "epoch": 1.96, + "learning_rate": 0.00015093786635404457, + "loss": 0.3272, + "step": 3350 + }, + { + "epoch": 1.97, + "learning_rate": 0.0001507913247362251, + "loss": 0.4223, + "step": 3360 + }, + { + "epoch": 1.98, + "learning_rate": 0.00015064478311840564, + "loss": 0.3458, + "step": 3370 + }, + { + "epoch": 1.98, + "learning_rate": 0.00015049824150058618, + "loss": 0.3664, + "step": 3380 + }, + { + "epoch": 1.99, + "learning_rate": 0.00015035169988276672, + "loss": 0.408, + "step": 3390 + }, + { + "epoch": 1.99, + "learning_rate": 0.00015020515826494725, + "loss": 0.3525, + "step": 3400 + }, + { + "epoch": 1.99, + "eval_accuracy": 0.8848190012877378, + "eval_loss": 0.3551097512245178, + "eval_runtime": 125.3559, + "eval_samples_per_second": 55.753, + "eval_steps_per_second": 6.972, + "step": 3400 + }, + { + "epoch": 2.0, + "learning_rate": 0.0001500586166471278, + "loss": 0.2747, + "step": 3410 + }, + { + "epoch": 2.0, + "learning_rate": 0.00014991207502930832, + "loss": 0.2152, + "step": 3420 + }, + { + "epoch": 2.01, + "learning_rate": 0.00014976553341148886, + "loss": 0.1515, + "step": 3430 + }, + { + "epoch": 2.02, + "learning_rate": 0.0001496189917936694, + "loss": 0.1195, + "step": 3440 + }, + { + "epoch": 2.02, + "learning_rate": 0.00014947245017584993, + "loss": 0.1625, + "step": 3450 + }, + { + "epoch": 2.03, + "learning_rate": 0.00014932590855803047, + "loss": 0.2271, + "step": 3460 + }, + { + "epoch": 2.03, + "learning_rate": 0.000149179366940211, + "loss": 0.1916, + "step": 3470 + }, + { + "epoch": 2.04, + "learning_rate": 0.00014903282532239154, + "loss": 0.3051, + "step": 3480 + }, + { + "epoch": 2.05, + "learning_rate": 0.0001488862837045721, + "loss": 0.1721, + "step": 3490 + }, + { + "epoch": 2.05, + "learning_rate": 0.00014873974208675264, + "loss": 0.0936, + "step": 3500 + }, + { + "epoch": 2.05, + "eval_accuracy": 0.8748032622692803, + "eval_loss": 0.4074080288410187, + "eval_runtime": 124.7781, + "eval_samples_per_second": 56.011, + "eval_steps_per_second": 7.004, + "step": 3500 + }, + { + "epoch": 2.06, + "learning_rate": 0.00014859320046893318, + "loss": 0.2097, + "step": 3510 + }, + { + "epoch": 2.06, + "learning_rate": 0.00014844665885111372, + "loss": 0.2946, + "step": 3520 + }, + { + "epoch": 2.07, + "learning_rate": 0.00014830011723329428, + "loss": 0.1574, + "step": 3530 + }, + { + "epoch": 2.08, + "learning_rate": 0.00014815357561547482, + "loss": 0.2264, + "step": 3540 + }, + { + "epoch": 2.08, + "learning_rate": 0.00014800703399765535, + "loss": 0.3075, + "step": 3550 + }, + { + "epoch": 2.09, + "learning_rate": 0.0001478604923798359, + "loss": 0.1412, + "step": 3560 + }, + { + "epoch": 2.09, + "learning_rate": 0.00014771395076201643, + "loss": 0.1275, + "step": 3570 + }, + { + "epoch": 2.1, + "learning_rate": 0.00014756740914419696, + "loss": 0.2044, + "step": 3580 + }, + { + "epoch": 2.1, + "learning_rate": 0.0001474208675263775, + "loss": 0.1696, + "step": 3590 + }, + { + "epoch": 2.11, + "learning_rate": 0.00014727432590855803, + "loss": 0.2118, + "step": 3600 + }, + { + "epoch": 2.11, + "eval_accuracy": 0.8812419516382888, + "eval_loss": 0.4089324474334717, + "eval_runtime": 131.9917, + "eval_samples_per_second": 52.95, + "eval_steps_per_second": 6.622, + "step": 3600 + }, + { + "epoch": 2.12, + "learning_rate": 0.00014712778429073857, + "loss": 0.2358, + "step": 3610 + }, + { + "epoch": 2.12, + "learning_rate": 0.0001469812426729191, + "loss": 0.1418, + "step": 3620 + }, + { + "epoch": 2.13, + "learning_rate": 0.00014683470105509967, + "loss": 0.2353, + "step": 3630 + }, + { + "epoch": 2.13, + "learning_rate": 0.0001466881594372802, + "loss": 0.1102, + "step": 3640 + }, + { + "epoch": 2.14, + "learning_rate": 0.00014654161781946074, + "loss": 0.1651, + "step": 3650 + }, + { + "epoch": 2.15, + "learning_rate": 0.00014639507620164128, + "loss": 0.2924, + "step": 3660 + }, + { + "epoch": 2.15, + "learning_rate": 0.00014624853458382182, + "loss": 0.2254, + "step": 3670 + }, + { + "epoch": 2.16, + "learning_rate": 0.00014610199296600235, + "loss": 0.2249, + "step": 3680 + }, + { + "epoch": 2.16, + "learning_rate": 0.0001459554513481829, + "loss": 0.1807, + "step": 3690 + }, + { + "epoch": 2.17, + "learning_rate": 0.00014580890973036343, + "loss": 0.2744, + "step": 3700 + }, + { + "epoch": 2.17, + "eval_accuracy": 0.8893976248390327, + "eval_loss": 0.35342270135879517, + "eval_runtime": 131.7411, + "eval_samples_per_second": 53.051, + "eval_steps_per_second": 6.634, + "step": 3700 + }, + { + "epoch": 2.17, + "learning_rate": 0.00014566236811254396, + "loss": 0.118, + "step": 3710 + }, + { + "epoch": 2.18, + "learning_rate": 0.0001455158264947245, + "loss": 0.1974, + "step": 3720 + }, + { + "epoch": 2.19, + "learning_rate": 0.00014536928487690504, + "loss": 0.3136, + "step": 3730 + }, + { + "epoch": 2.19, + "learning_rate": 0.00014522274325908557, + "loss": 0.2877, + "step": 3740 + }, + { + "epoch": 2.2, + "learning_rate": 0.0001450762016412661, + "loss": 0.2308, + "step": 3750 + }, + { + "epoch": 2.2, + "learning_rate": 0.00014492966002344664, + "loss": 0.3069, + "step": 3760 + }, + { + "epoch": 2.21, + "learning_rate": 0.0001447831184056272, + "loss": 0.2199, + "step": 3770 + }, + { + "epoch": 2.22, + "learning_rate": 0.00014463657678780774, + "loss": 0.2017, + "step": 3780 + }, + { + "epoch": 2.22, + "learning_rate": 0.00014449003516998828, + "loss": 0.2587, + "step": 3790 + }, + { + "epoch": 2.23, + "learning_rate": 0.00014434349355216882, + "loss": 0.211, + "step": 3800 + }, + { + "epoch": 2.23, + "eval_accuracy": 0.8599227357275719, + "eval_loss": 0.44224393367767334, + "eval_runtime": 125.0237, + "eval_samples_per_second": 55.901, + "eval_steps_per_second": 6.991, + "step": 3800 + }, + { + "epoch": 2.23, + "learning_rate": 0.00014419695193434935, + "loss": 0.2985, + "step": 3810 + }, + { + "epoch": 2.24, + "learning_rate": 0.00014405041031652992, + "loss": 0.2918, + "step": 3820 + }, + { + "epoch": 2.25, + "learning_rate": 0.00014390386869871045, + "loss": 0.1259, + "step": 3830 + }, + { + "epoch": 2.25, + "learning_rate": 0.000143757327080891, + "loss": 0.2545, + "step": 3840 + }, + { + "epoch": 2.26, + "learning_rate": 0.00014361078546307153, + "loss": 0.2291, + "step": 3850 + }, + { + "epoch": 2.26, + "learning_rate": 0.00014346424384525206, + "loss": 0.1138, + "step": 3860 + }, + { + "epoch": 2.27, + "learning_rate": 0.0001433177022274326, + "loss": 0.1128, + "step": 3870 + }, + { + "epoch": 2.27, + "learning_rate": 0.00014317116060961314, + "loss": 0.1546, + "step": 3880 + }, + { + "epoch": 2.28, + "learning_rate": 0.00014302461899179367, + "loss": 0.2188, + "step": 3890 + }, + { + "epoch": 2.29, + "learning_rate": 0.0001428780773739742, + "loss": 0.1684, + "step": 3900 + }, + { + "epoch": 2.29, + "eval_accuracy": 0.8858205751895837, + "eval_loss": 0.3704982399940491, + "eval_runtime": 131.7337, + "eval_samples_per_second": 53.054, + "eval_steps_per_second": 6.635, + "step": 3900 + }, + { + "epoch": 2.29, + "learning_rate": 0.00014273153575615474, + "loss": 0.2303, + "step": 3910 + }, + { + "epoch": 2.3, + "learning_rate": 0.0001425849941383353, + "loss": 0.1955, + "step": 3920 + }, + { + "epoch": 2.3, + "learning_rate": 0.00014243845252051584, + "loss": 0.3027, + "step": 3930 + }, + { + "epoch": 2.31, + "learning_rate": 0.00014229191090269638, + "loss": 0.2722, + "step": 3940 + }, + { + "epoch": 2.32, + "learning_rate": 0.00014214536928487692, + "loss": 0.1931, + "step": 3950 + }, + { + "epoch": 2.32, + "learning_rate": 0.00014199882766705745, + "loss": 0.1963, + "step": 3960 + }, + { + "epoch": 2.33, + "learning_rate": 0.000141852286049238, + "loss": 0.1625, + "step": 3970 + }, + { + "epoch": 2.33, + "learning_rate": 0.00014170574443141853, + "loss": 0.1784, + "step": 3980 + }, + { + "epoch": 2.34, + "learning_rate": 0.00014155920281359906, + "loss": 0.1873, + "step": 3990 + }, + { + "epoch": 2.34, + "learning_rate": 0.0001414126611957796, + "loss": 0.1885, + "step": 4000 + }, + { + "epoch": 2.34, + "eval_accuracy": 0.8862498211475175, + "eval_loss": 0.3651321530342102, + "eval_runtime": 133.5681, + "eval_samples_per_second": 52.325, + "eval_steps_per_second": 6.543, + "step": 4000 + }, + { + "epoch": 2.35, + "learning_rate": 0.00014126611957796014, + "loss": 0.2071, + "step": 4010 + }, + { + "epoch": 2.36, + "learning_rate": 0.00014111957796014067, + "loss": 0.2175, + "step": 4020 + }, + { + "epoch": 2.36, + "learning_rate": 0.0001409730363423212, + "loss": 0.2051, + "step": 4030 + }, + { + "epoch": 2.37, + "learning_rate": 0.00014082649472450175, + "loss": 0.2552, + "step": 4040 + }, + { + "epoch": 2.37, + "learning_rate": 0.00014067995310668228, + "loss": 0.1143, + "step": 4050 + }, + { + "epoch": 2.38, + "learning_rate": 0.00014053341148886284, + "loss": 0.2751, + "step": 4060 + }, + { + "epoch": 2.39, + "learning_rate": 0.00014038686987104338, + "loss": 0.2387, + "step": 4070 + }, + { + "epoch": 2.39, + "learning_rate": 0.00014024032825322392, + "loss": 0.2206, + "step": 4080 + }, + { + "epoch": 2.4, + "learning_rate": 0.00014009378663540445, + "loss": 0.1251, + "step": 4090 + }, + { + "epoch": 2.4, + "learning_rate": 0.00013994724501758502, + "loss": 0.249, + "step": 4100 + }, + { + "epoch": 2.4, + "eval_accuracy": 0.8686507368722278, + "eval_loss": 0.4234098494052887, + "eval_runtime": 131.053, + "eval_samples_per_second": 53.33, + "eval_steps_per_second": 6.669, + "step": 4100 + }, + { + "epoch": 2.41, + "learning_rate": 0.00013980070339976555, + "loss": 0.3265, + "step": 4110 + }, + { + "epoch": 2.42, + "learning_rate": 0.0001396541617819461, + "loss": 0.1465, + "step": 4120 + }, + { + "epoch": 2.42, + "learning_rate": 0.00013950762016412663, + "loss": 0.1933, + "step": 4130 + }, + { + "epoch": 2.43, + "learning_rate": 0.00013936107854630716, + "loss": 0.1933, + "step": 4140 + }, + { + "epoch": 2.43, + "learning_rate": 0.0001392145369284877, + "loss": 0.3512, + "step": 4150 + }, + { + "epoch": 2.44, + "learning_rate": 0.00013906799531066824, + "loss": 0.1803, + "step": 4160 + }, + { + "epoch": 2.44, + "learning_rate": 0.00013892145369284877, + "loss": 0.1808, + "step": 4170 + }, + { + "epoch": 2.45, + "learning_rate": 0.0001387749120750293, + "loss": 0.2828, + "step": 4180 + }, + { + "epoch": 2.46, + "learning_rate": 0.00013862837045720985, + "loss": 0.1576, + "step": 4190 + }, + { + "epoch": 2.46, + "learning_rate": 0.0001384818288393904, + "loss": 0.1485, + "step": 4200 + }, + { + "epoch": 2.46, + "eval_accuracy": 0.8798111317785091, + "eval_loss": 0.3784010708332062, + "eval_runtime": 131.7299, + "eval_samples_per_second": 53.056, + "eval_steps_per_second": 6.635, + "step": 4200 + }, + { + "epoch": 2.47, + "learning_rate": 0.00013833528722157095, + "loss": 0.2885, + "step": 4210 + }, + { + "epoch": 2.47, + "learning_rate": 0.00013818874560375148, + "loss": 0.2119, + "step": 4220 + }, + { + "epoch": 2.48, + "learning_rate": 0.00013804220398593202, + "loss": 0.2142, + "step": 4230 + }, + { + "epoch": 2.49, + "learning_rate": 0.00013789566236811255, + "loss": 0.1219, + "step": 4240 + }, + { + "epoch": 2.49, + "learning_rate": 0.0001377491207502931, + "loss": 0.2116, + "step": 4250 + }, + { + "epoch": 2.5, + "learning_rate": 0.00013760257913247363, + "loss": 0.0718, + "step": 4260 + }, + { + "epoch": 2.5, + "learning_rate": 0.00013745603751465416, + "loss": 0.1567, + "step": 4270 + }, + { + "epoch": 2.51, + "learning_rate": 0.0001373094958968347, + "loss": 0.1922, + "step": 4280 + }, + { + "epoch": 2.51, + "learning_rate": 0.00013716295427901524, + "loss": 0.1765, + "step": 4290 + }, + { + "epoch": 2.52, + "learning_rate": 0.00013701641266119577, + "loss": 0.1188, + "step": 4300 + }, + { + "epoch": 2.52, + "eval_accuracy": 0.8872513950493632, + "eval_loss": 0.3589094579219818, + "eval_runtime": 132.0311, + "eval_samples_per_second": 52.934, + "eval_steps_per_second": 6.62, + "step": 4300 + }, + { + "epoch": 2.53, + "learning_rate": 0.0001368698710433763, + "loss": 0.0609, + "step": 4310 + }, + { + "epoch": 2.53, + "learning_rate": 0.00013672332942555685, + "loss": 0.139, + "step": 4320 + }, + { + "epoch": 2.54, + "learning_rate": 0.00013657678780773738, + "loss": 0.1079, + "step": 4330 + }, + { + "epoch": 2.54, + "learning_rate": 0.00013643024618991795, + "loss": 0.1031, + "step": 4340 + }, + { + "epoch": 2.55, + "learning_rate": 0.00013628370457209848, + "loss": 0.2559, + "step": 4350 + }, + { + "epoch": 2.56, + "learning_rate": 0.00013613716295427902, + "loss": 0.2049, + "step": 4360 + }, + { + "epoch": 2.56, + "learning_rate": 0.00013599062133645955, + "loss": 0.2282, + "step": 4370 + }, + { + "epoch": 2.57, + "learning_rate": 0.0001358440797186401, + "loss": 0.2482, + "step": 4380 + }, + { + "epoch": 2.57, + "learning_rate": 0.00013569753810082065, + "loss": 0.216, + "step": 4390 + }, + { + "epoch": 2.58, + "learning_rate": 0.0001355509964830012, + "loss": 0.1274, + "step": 4400 + }, + { + "epoch": 2.58, + "eval_accuracy": 0.8916869366146802, + "eval_loss": 0.3570205867290497, + "eval_runtime": 131.9667, + "eval_samples_per_second": 52.96, + "eval_steps_per_second": 6.623, + "step": 4400 + }, + { + "epoch": 2.58, + "learning_rate": 0.00013540445486518173, + "loss": 0.0962, + "step": 4410 + }, + { + "epoch": 2.59, + "learning_rate": 0.00013525791324736226, + "loss": 0.1757, + "step": 4420 + }, + { + "epoch": 2.6, + "learning_rate": 0.0001351113716295428, + "loss": 0.21, + "step": 4430 + }, + { + "epoch": 2.6, + "learning_rate": 0.00013496483001172334, + "loss": 0.1687, + "step": 4440 + }, + { + "epoch": 2.61, + "learning_rate": 0.00013481828839390387, + "loss": 0.1697, + "step": 4450 + }, + { + "epoch": 2.61, + "learning_rate": 0.0001346717467760844, + "loss": 0.1938, + "step": 4460 + }, + { + "epoch": 2.62, + "learning_rate": 0.00013452520515826495, + "loss": 0.1768, + "step": 4470 + }, + { + "epoch": 2.63, + "learning_rate": 0.00013437866354044548, + "loss": 0.1346, + "step": 4480 + }, + { + "epoch": 2.63, + "learning_rate": 0.00013423212192262605, + "loss": 0.1008, + "step": 4490 + }, + { + "epoch": 2.64, + "learning_rate": 0.00013408558030480658, + "loss": 0.2206, + "step": 4500 + }, + { + "epoch": 2.64, + "eval_accuracy": 0.8919731005866361, + "eval_loss": 0.33766970038414, + "eval_runtime": 125.8837, + "eval_samples_per_second": 55.52, + "eval_steps_per_second": 6.943, + "step": 4500 + }, + { + "epoch": 2.64, + "learning_rate": 0.00013393903868698712, + "loss": 0.0995, + "step": 4510 + }, + { + "epoch": 2.65, + "learning_rate": 0.00013379249706916766, + "loss": 0.1878, + "step": 4520 + }, + { + "epoch": 2.66, + "learning_rate": 0.0001336459554513482, + "loss": 0.2319, + "step": 4530 + }, + { + "epoch": 2.66, + "learning_rate": 0.00013349941383352873, + "loss": 0.2662, + "step": 4540 + }, + { + "epoch": 2.67, + "learning_rate": 0.00013335287221570926, + "loss": 0.1882, + "step": 4550 + }, + { + "epoch": 2.67, + "learning_rate": 0.0001332063305978898, + "loss": 0.2197, + "step": 4560 + }, + { + "epoch": 2.68, + "learning_rate": 0.00013305978898007034, + "loss": 0.1936, + "step": 4570 + }, + { + "epoch": 2.68, + "learning_rate": 0.00013291324736225087, + "loss": 0.1674, + "step": 4580 + }, + { + "epoch": 2.69, + "learning_rate": 0.0001327667057444314, + "loss": 0.1732, + "step": 4590 + }, + { + "epoch": 2.7, + "learning_rate": 0.00013262016412661195, + "loss": 0.1287, + "step": 4600 + }, + { + "epoch": 2.7, + "eval_accuracy": 0.9022750035770496, + "eval_loss": 0.3170166611671448, + "eval_runtime": 132.1639, + "eval_samples_per_second": 52.881, + "eval_steps_per_second": 6.613, + "step": 4600 + }, + { + "epoch": 2.7, + "learning_rate": 0.00013247362250879248, + "loss": 0.3019, + "step": 4610 + }, + { + "epoch": 2.71, + "learning_rate": 0.00013232708089097302, + "loss": 0.1496, + "step": 4620 + }, + { + "epoch": 2.71, + "learning_rate": 0.00013218053927315358, + "loss": 0.0726, + "step": 4630 + }, + { + "epoch": 2.72, + "learning_rate": 0.00013203399765533412, + "loss": 0.1167, + "step": 4640 + }, + { + "epoch": 2.73, + "learning_rate": 0.00013188745603751466, + "loss": 0.2261, + "step": 4650 + }, + { + "epoch": 2.73, + "learning_rate": 0.0001317409144196952, + "loss": 0.2373, + "step": 4660 + }, + { + "epoch": 2.74, + "learning_rate": 0.00013159437280187576, + "loss": 0.1427, + "step": 4670 + }, + { + "epoch": 2.74, + "learning_rate": 0.0001314478311840563, + "loss": 0.2416, + "step": 4680 + }, + { + "epoch": 2.75, + "learning_rate": 0.00013130128956623683, + "loss": 0.15, + "step": 4690 + }, + { + "epoch": 2.75, + "learning_rate": 0.00013115474794841736, + "loss": 0.1805, + "step": 4700 + }, + { + "epoch": 2.75, + "eval_accuracy": 0.8934039204464158, + "eval_loss": 0.34686848521232605, + "eval_runtime": 125.0204, + "eval_samples_per_second": 55.903, + "eval_steps_per_second": 6.991, + "step": 4700 + }, + { + "epoch": 2.76, + "learning_rate": 0.0001310082063305979, + "loss": 0.2412, + "step": 4710 + }, + { + "epoch": 2.77, + "learning_rate": 0.00013086166471277844, + "loss": 0.1448, + "step": 4720 + }, + { + "epoch": 2.77, + "learning_rate": 0.00013071512309495897, + "loss": 0.2682, + "step": 4730 + }, + { + "epoch": 2.78, + "learning_rate": 0.0001305685814771395, + "loss": 0.1454, + "step": 4740 + }, + { + "epoch": 2.78, + "learning_rate": 0.00013042203985932005, + "loss": 0.1455, + "step": 4750 + }, + { + "epoch": 2.79, + "learning_rate": 0.00013027549824150058, + "loss": 0.1965, + "step": 4760 + }, + { + "epoch": 2.8, + "learning_rate": 0.00013012895662368115, + "loss": 0.1012, + "step": 4770 + }, + { + "epoch": 2.8, + "learning_rate": 0.00012998241500586168, + "loss": 0.1611, + "step": 4780 + }, + { + "epoch": 2.81, + "learning_rate": 0.00012983587338804222, + "loss": 0.1632, + "step": 4790 + }, + { + "epoch": 2.81, + "learning_rate": 0.00012968933177022276, + "loss": 0.1505, + "step": 4800 + }, + { + "epoch": 2.81, + "eval_accuracy": 0.8756617541851481, + "eval_loss": 0.42582932114601135, + "eval_runtime": 131.5209, + "eval_samples_per_second": 53.14, + "eval_steps_per_second": 6.645, + "step": 4800 + }, + { + "epoch": 2.82, + "learning_rate": 0.0001295427901524033, + "loss": 0.1077, + "step": 4810 + }, + { + "epoch": 2.83, + "learning_rate": 0.00012939624853458383, + "loss": 0.2108, + "step": 4820 + }, + { + "epoch": 2.83, + "learning_rate": 0.00012924970691676437, + "loss": 0.0965, + "step": 4830 + }, + { + "epoch": 2.84, + "learning_rate": 0.0001291031652989449, + "loss": 0.2512, + "step": 4840 + }, + { + "epoch": 2.84, + "learning_rate": 0.00012895662368112544, + "loss": 0.1869, + "step": 4850 + }, + { + "epoch": 2.85, + "learning_rate": 0.00012881008206330597, + "loss": 0.1474, + "step": 4860 + }, + { + "epoch": 2.85, + "learning_rate": 0.0001286635404454865, + "loss": 0.1372, + "step": 4870 + }, + { + "epoch": 2.86, + "learning_rate": 0.00012851699882766705, + "loss": 0.1315, + "step": 4880 + }, + { + "epoch": 2.87, + "learning_rate": 0.00012837045720984758, + "loss": 0.1833, + "step": 4890 + }, + { + "epoch": 2.87, + "learning_rate": 0.00012822391559202812, + "loss": 0.1592, + "step": 4900 + }, + { + "epoch": 2.87, + "eval_accuracy": 0.8948347403061955, + "eval_loss": 0.3414626121520996, + "eval_runtime": 131.7926, + "eval_samples_per_second": 53.03, + "eval_steps_per_second": 6.632, + "step": 4900 + }, + { + "epoch": 2.88, + "learning_rate": 0.00012807737397420868, + "loss": 0.2438, + "step": 4910 + }, + { + "epoch": 2.88, + "learning_rate": 0.00012793083235638922, + "loss": 0.2031, + "step": 4920 + }, + { + "epoch": 2.89, + "learning_rate": 0.00012778429073856976, + "loss": 0.1168, + "step": 4930 + }, + { + "epoch": 2.9, + "learning_rate": 0.0001276377491207503, + "loss": 0.104, + "step": 4940 + }, + { + "epoch": 2.9, + "learning_rate": 0.00012749120750293083, + "loss": 0.1847, + "step": 4950 + }, + { + "epoch": 2.91, + "learning_rate": 0.0001273446658851114, + "loss": 0.1623, + "step": 4960 + }, + { + "epoch": 2.91, + "learning_rate": 0.00012719812426729193, + "loss": 0.1452, + "step": 4970 + }, + { + "epoch": 2.92, + "learning_rate": 0.00012705158264947247, + "loss": 0.144, + "step": 4980 + }, + { + "epoch": 2.92, + "learning_rate": 0.000126905041031653, + "loss": 0.1342, + "step": 4990 + }, + { + "epoch": 2.93, + "learning_rate": 0.00012675849941383354, + "loss": 0.1297, + "step": 5000 + }, + { + "epoch": 2.93, + "eval_accuracy": 0.9028473315209615, + "eval_loss": 0.31676042079925537, + "eval_runtime": 131.6924, + "eval_samples_per_second": 53.071, + "eval_steps_per_second": 6.637, + "step": 5000 + }, + { + "epoch": 2.94, + "learning_rate": 0.00012661195779601407, + "loss": 0.2152, + "step": 5010 + }, + { + "epoch": 2.94, + "learning_rate": 0.0001264654161781946, + "loss": 0.1199, + "step": 5020 + }, + { + "epoch": 2.95, + "learning_rate": 0.00012631887456037515, + "loss": 0.1125, + "step": 5030 + }, + { + "epoch": 2.95, + "learning_rate": 0.00012617233294255568, + "loss": 0.21, + "step": 5040 + }, + { + "epoch": 2.96, + "learning_rate": 0.00012602579132473625, + "loss": 0.2209, + "step": 5050 + }, + { + "epoch": 2.97, + "learning_rate": 0.00012587924970691678, + "loss": 0.1697, + "step": 5060 + }, + { + "epoch": 2.97, + "learning_rate": 0.00012573270808909732, + "loss": 0.1927, + "step": 5070 + }, + { + "epoch": 2.98, + "learning_rate": 0.00012558616647127786, + "loss": 0.1699, + "step": 5080 + }, + { + "epoch": 2.98, + "learning_rate": 0.0001254396248534584, + "loss": 0.1926, + "step": 5090 + }, + { + "epoch": 2.99, + "learning_rate": 0.00012529308323563893, + "loss": 0.1284, + "step": 5100 + }, + { + "epoch": 2.99, + "eval_accuracy": 0.9088567749320361, + "eval_loss": 0.3060346841812134, + "eval_runtime": 124.3218, + "eval_samples_per_second": 56.217, + "eval_steps_per_second": 7.03, + "step": 5100 + }, + { + "epoch": 3.0, + "learning_rate": 0.00012514654161781947, + "loss": 0.2588, + "step": 5110 + }, + { + "epoch": 3.0, + "learning_rate": 0.000125, + "loss": 0.2415, + "step": 5120 + }, + { + "epoch": 3.01, + "learning_rate": 0.00012485345838218054, + "loss": 0.1319, + "step": 5130 + }, + { + "epoch": 3.01, + "learning_rate": 0.00012470691676436108, + "loss": 0.0835, + "step": 5140 + }, + { + "epoch": 3.02, + "learning_rate": 0.0001245603751465416, + "loss": 0.1037, + "step": 5150 + }, + { + "epoch": 3.02, + "learning_rate": 0.00012441383352872215, + "loss": 0.0888, + "step": 5160 + }, + { + "epoch": 3.03, + "learning_rate": 0.00012426729191090268, + "loss": 0.1312, + "step": 5170 + }, + { + "epoch": 3.04, + "learning_rate": 0.00012412075029308322, + "loss": 0.0788, + "step": 5180 + }, + { + "epoch": 3.04, + "learning_rate": 0.00012397420867526376, + "loss": 0.0947, + "step": 5190 + }, + { + "epoch": 3.05, + "learning_rate": 0.00012382766705744432, + "loss": 0.0833, + "step": 5200 + }, + { + "epoch": 3.05, + "eval_accuracy": 0.9207325797682072, + "eval_loss": 0.26095303893089294, + "eval_runtime": 132.1262, + "eval_samples_per_second": 52.896, + "eval_steps_per_second": 6.615, + "step": 5200 + }, + { + "epoch": 3.05, + "learning_rate": 0.00012368112543962486, + "loss": 0.099, + "step": 5210 + }, + { + "epoch": 3.06, + "learning_rate": 0.00012354923798358735, + "loss": 0.1089, + "step": 5220 + }, + { + "epoch": 3.07, + "learning_rate": 0.0001234026963657679, + "loss": 0.0636, + "step": 5230 + }, + { + "epoch": 3.07, + "learning_rate": 0.00012325615474794842, + "loss": 0.041, + "step": 5240 + }, + { + "epoch": 3.08, + "learning_rate": 0.00012310961313012896, + "loss": 0.093, + "step": 5250 + }, + { + "epoch": 3.08, + "learning_rate": 0.0001229630715123095, + "loss": 0.0884, + "step": 5260 + }, + { + "epoch": 3.09, + "learning_rate": 0.00012281652989449003, + "loss": 0.1423, + "step": 5270 + }, + { + "epoch": 3.09, + "learning_rate": 0.00012266998827667057, + "loss": 0.113, + "step": 5280 + }, + { + "epoch": 3.1, + "learning_rate": 0.0001225234466588511, + "loss": 0.097, + "step": 5290 + }, + { + "epoch": 3.11, + "learning_rate": 0.00012237690504103164, + "loss": 0.0334, + "step": 5300 + }, + { + "epoch": 3.11, + "eval_accuracy": 0.9197310058663615, + "eval_loss": 0.27662691473960876, + "eval_runtime": 125.074, + "eval_samples_per_second": 55.879, + "eval_steps_per_second": 6.988, + "step": 5300 + }, + { + "epoch": 3.11, + "learning_rate": 0.00012223036342321218, + "loss": 0.0971, + "step": 5310 + }, + { + "epoch": 3.12, + "learning_rate": 0.00012208382180539272, + "loss": 0.1892, + "step": 5320 + }, + { + "epoch": 3.12, + "learning_rate": 0.00012193728018757327, + "loss": 0.0872, + "step": 5330 + }, + { + "epoch": 3.13, + "learning_rate": 0.00012179073856975383, + "loss": 0.0763, + "step": 5340 + }, + { + "epoch": 3.14, + "learning_rate": 0.00012164419695193437, + "loss": 0.0516, + "step": 5350 + }, + { + "epoch": 3.14, + "learning_rate": 0.0001214976553341149, + "loss": 0.0301, + "step": 5360 + }, + { + "epoch": 3.15, + "learning_rate": 0.00012135111371629544, + "loss": 0.0616, + "step": 5370 + }, + { + "epoch": 3.15, + "learning_rate": 0.00012120457209847597, + "loss": 0.064, + "step": 5380 + }, + { + "epoch": 3.16, + "learning_rate": 0.00012105803048065651, + "loss": 0.0979, + "step": 5390 + }, + { + "epoch": 3.17, + "learning_rate": 0.00012091148886283705, + "loss": 0.0847, + "step": 5400 + }, + { + "epoch": 3.17, + "eval_accuracy": 0.9015595936471599, + "eval_loss": 0.3365921974182129, + "eval_runtime": 125.0018, + "eval_samples_per_second": 55.911, + "eval_steps_per_second": 6.992, + "step": 5400 + }, + { + "epoch": 3.17, + "learning_rate": 0.00012076494724501758, + "loss": 0.0439, + "step": 5410 + }, + { + "epoch": 3.18, + "learning_rate": 0.00012063305978898008, + "loss": 0.1307, + "step": 5420 + }, + { + "epoch": 3.18, + "learning_rate": 0.00012048651817116061, + "loss": 0.1127, + "step": 5430 + }, + { + "epoch": 3.19, + "learning_rate": 0.00012033997655334115, + "loss": 0.1524, + "step": 5440 + }, + { + "epoch": 3.19, + "learning_rate": 0.00012019343493552169, + "loss": 0.1865, + "step": 5450 + }, + { + "epoch": 3.2, + "learning_rate": 0.00012004689331770222, + "loss": 0.1067, + "step": 5460 + }, + { + "epoch": 3.21, + "learning_rate": 0.00011990035169988276, + "loss": 0.0644, + "step": 5470 + }, + { + "epoch": 3.21, + "learning_rate": 0.00011975381008206332, + "loss": 0.0786, + "step": 5480 + }, + { + "epoch": 3.22, + "learning_rate": 0.00011960726846424386, + "loss": 0.1206, + "step": 5490 + }, + { + "epoch": 3.22, + "learning_rate": 0.0001194607268464244, + "loss": 0.1112, + "step": 5500 + }, + { + "epoch": 3.22, + "eval_accuracy": 0.9078552010301904, + "eval_loss": 0.3097987473011017, + "eval_runtime": 131.4659, + "eval_samples_per_second": 53.162, + "eval_steps_per_second": 6.648, + "step": 5500 + }, + { + "epoch": 3.23, + "learning_rate": 0.00011931418522860493, + "loss": 0.1539, + "step": 5510 + }, + { + "epoch": 3.24, + "learning_rate": 0.00011916764361078547, + "loss": 0.1464, + "step": 5520 + }, + { + "epoch": 3.24, + "learning_rate": 0.000119021101992966, + "loss": 0.0947, + "step": 5530 + }, + { + "epoch": 3.25, + "learning_rate": 0.00011887456037514655, + "loss": 0.128, + "step": 5540 + }, + { + "epoch": 3.25, + "learning_rate": 0.00011872801875732709, + "loss": 0.0248, + "step": 5550 + }, + { + "epoch": 3.26, + "learning_rate": 0.00011858147713950763, + "loss": 0.1434, + "step": 5560 + }, + { + "epoch": 3.26, + "learning_rate": 0.00011843493552168816, + "loss": 0.0732, + "step": 5570 + }, + { + "epoch": 3.27, + "learning_rate": 0.0001182883939038687, + "loss": 0.1121, + "step": 5580 + }, + { + "epoch": 3.28, + "learning_rate": 0.00011814185228604924, + "loss": 0.0738, + "step": 5590 + }, + { + "epoch": 3.28, + "learning_rate": 0.00011799531066822977, + "loss": 0.0477, + "step": 5600 + }, + { + "epoch": 3.28, + "eval_accuracy": 0.9041350693947632, + "eval_loss": 0.3384874761104584, + "eval_runtime": 132.3074, + "eval_samples_per_second": 52.824, + "eval_steps_per_second": 6.606, + "step": 5600 + }, + { + "epoch": 3.29, + "learning_rate": 0.00011784876905041031, + "loss": 0.0989, + "step": 5610 + }, + { + "epoch": 3.29, + "learning_rate": 0.00011770222743259087, + "loss": 0.0424, + "step": 5620 + }, + { + "epoch": 3.3, + "learning_rate": 0.00011755568581477141, + "loss": 0.0857, + "step": 5630 + }, + { + "epoch": 3.31, + "learning_rate": 0.00011740914419695195, + "loss": 0.0629, + "step": 5640 + }, + { + "epoch": 3.31, + "learning_rate": 0.00011726260257913248, + "loss": 0.0466, + "step": 5650 + }, + { + "epoch": 3.32, + "learning_rate": 0.00011711606096131302, + "loss": 0.0456, + "step": 5660 + }, + { + "epoch": 3.32, + "learning_rate": 0.00011696951934349356, + "loss": 0.0598, + "step": 5670 + }, + { + "epoch": 3.33, + "learning_rate": 0.0001168229777256741, + "loss": 0.0721, + "step": 5680 + }, + { + "epoch": 3.34, + "learning_rate": 0.00011667643610785464, + "loss": 0.0838, + "step": 5690 + }, + { + "epoch": 3.34, + "learning_rate": 0.00011652989449003518, + "loss": 0.0419, + "step": 5700 + }, + { + "epoch": 3.34, + "eval_accuracy": 0.9138646444412648, + "eval_loss": 0.2944459617137909, + "eval_runtime": 124.8391, + "eval_samples_per_second": 55.984, + "eval_steps_per_second": 7.001, + "step": 5700 + }, + { + "epoch": 3.35, + "learning_rate": 0.00011638335287221571, + "loss": 0.1409, + "step": 5710 + }, + { + "epoch": 3.35, + "learning_rate": 0.00011623681125439625, + "loss": 0.0575, + "step": 5720 + }, + { + "epoch": 3.36, + "learning_rate": 0.00011609026963657679, + "loss": 0.0739, + "step": 5730 + }, + { + "epoch": 3.36, + "learning_rate": 0.00011594372801875732, + "loss": 0.0674, + "step": 5740 + }, + { + "epoch": 3.37, + "learning_rate": 0.00011579718640093786, + "loss": 0.0607, + "step": 5750 + }, + { + "epoch": 3.38, + "learning_rate": 0.0001156506447831184, + "loss": 0.1805, + "step": 5760 + }, + { + "epoch": 3.38, + "learning_rate": 0.00011550410316529896, + "loss": 0.0809, + "step": 5770 + }, + { + "epoch": 3.39, + "learning_rate": 0.0001153575615474795, + "loss": 0.0769, + "step": 5780 + }, + { + "epoch": 3.39, + "learning_rate": 0.00011521101992966003, + "loss": 0.0258, + "step": 5790 + }, + { + "epoch": 3.4, + "learning_rate": 0.00011506447831184057, + "loss": 0.0827, + "step": 5800 + }, + { + "epoch": 3.4, + "eval_accuracy": 0.9238803834597225, + "eval_loss": 0.27152764797210693, + "eval_runtime": 132.7583, + "eval_samples_per_second": 52.645, + "eval_steps_per_second": 6.583, + "step": 5800 + }, + { + "epoch": 3.41, + "learning_rate": 0.0001149179366940211, + "loss": 0.0716, + "step": 5810 + }, + { + "epoch": 3.41, + "learning_rate": 0.00011477139507620166, + "loss": 0.0639, + "step": 5820 + }, + { + "epoch": 3.42, + "learning_rate": 0.00011462485345838219, + "loss": 0.0269, + "step": 5830 + }, + { + "epoch": 3.42, + "learning_rate": 0.00011447831184056273, + "loss": 0.0493, + "step": 5840 + }, + { + "epoch": 3.43, + "learning_rate": 0.00011433177022274326, + "loss": 0.0439, + "step": 5850 + }, + { + "epoch": 3.43, + "learning_rate": 0.0001141852286049238, + "loss": 0.1426, + "step": 5860 + }, + { + "epoch": 3.44, + "learning_rate": 0.00011403868698710434, + "loss": 0.0994, + "step": 5870 + }, + { + "epoch": 3.45, + "learning_rate": 0.00011389214536928487, + "loss": 0.0267, + "step": 5880 + }, + { + "epoch": 3.45, + "learning_rate": 0.00011374560375146541, + "loss": 0.073, + "step": 5890 + }, + { + "epoch": 3.46, + "learning_rate": 0.00011359906213364595, + "loss": 0.0659, + "step": 5900 + }, + { + "epoch": 3.46, + "eval_accuracy": 0.9230218915438546, + "eval_loss": 0.26954904198646545, + "eval_runtime": 133.8759, + "eval_samples_per_second": 52.205, + "eval_steps_per_second": 6.528, + "step": 5900 + }, + { + "epoch": 3.46, + "learning_rate": 0.00011345252051582651, + "loss": 0.0812, + "step": 5910 + }, + { + "epoch": 3.47, + "learning_rate": 0.00011330597889800705, + "loss": 0.1031, + "step": 5920 + }, + { + "epoch": 3.48, + "learning_rate": 0.00011315943728018758, + "loss": 0.1367, + "step": 5930 + }, + { + "epoch": 3.48, + "learning_rate": 0.00011301289566236812, + "loss": 0.0175, + "step": 5940 + }, + { + "epoch": 3.49, + "learning_rate": 0.00011286635404454866, + "loss": 0.0395, + "step": 5950 + }, + { + "epoch": 3.49, + "learning_rate": 0.00011271981242672919, + "loss": 0.0192, + "step": 5960 + }, + { + "epoch": 3.5, + "learning_rate": 0.00011257327080890974, + "loss": 0.0198, + "step": 5970 + }, + { + "epoch": 3.51, + "learning_rate": 0.00011242672919109028, + "loss": 0.0626, + "step": 5980 + }, + { + "epoch": 3.51, + "learning_rate": 0.00011228018757327082, + "loss": 0.0431, + "step": 5990 + }, + { + "epoch": 3.52, + "learning_rate": 0.00011213364595545135, + "loss": 0.0244, + "step": 6000 + }, + { + "epoch": 3.52, + "eval_accuracy": 0.9147231363571326, + "eval_loss": 0.30501335859298706, + "eval_runtime": 131.6894, + "eval_samples_per_second": 53.072, + "eval_steps_per_second": 6.637, + "step": 6000 + }, + { + "epoch": 3.52, + "learning_rate": 0.00011198710433763189, + "loss": 0.0997, + "step": 6010 + }, + { + "epoch": 3.53, + "learning_rate": 0.00011184056271981242, + "loss": 0.0872, + "step": 6020 + }, + { + "epoch": 3.53, + "learning_rate": 0.00011169402110199296, + "loss": 0.0791, + "step": 6030 + }, + { + "epoch": 3.54, + "learning_rate": 0.0001115474794841735, + "loss": 0.0161, + "step": 6040 + }, + { + "epoch": 3.55, + "learning_rate": 0.00011140093786635406, + "loss": 0.0247, + "step": 6050 + }, + { + "epoch": 3.55, + "learning_rate": 0.0001112543962485346, + "loss": 0.0564, + "step": 6060 + }, + { + "epoch": 3.56, + "learning_rate": 0.00011110785463071513, + "loss": 0.1098, + "step": 6070 + }, + { + "epoch": 3.56, + "learning_rate": 0.00011096131301289567, + "loss": 0.0636, + "step": 6080 + }, + { + "epoch": 3.57, + "learning_rate": 0.0001108147713950762, + "loss": 0.0881, + "step": 6090 + }, + { + "epoch": 3.58, + "learning_rate": 0.00011066822977725674, + "loss": 0.0883, + "step": 6100 + }, + { + "epoch": 3.58, + "eval_accuracy": 0.9203033338102733, + "eval_loss": 0.2862415015697479, + "eval_runtime": 131.721, + "eval_samples_per_second": 53.059, + "eval_steps_per_second": 6.635, + "step": 6100 + }, + { + "epoch": 3.58, + "learning_rate": 0.00011052168815943729, + "loss": 0.0294, + "step": 6110 + }, + { + "epoch": 3.59, + "learning_rate": 0.00011037514654161783, + "loss": 0.119, + "step": 6120 + }, + { + "epoch": 3.59, + "learning_rate": 0.00011022860492379837, + "loss": 0.1097, + "step": 6130 + }, + { + "epoch": 3.6, + "learning_rate": 0.0001100820633059789, + "loss": 0.1704, + "step": 6140 + }, + { + "epoch": 3.6, + "learning_rate": 0.00010993552168815944, + "loss": 0.1924, + "step": 6150 + }, + { + "epoch": 3.61, + "learning_rate": 0.00010978898007033997, + "loss": 0.1146, + "step": 6160 + }, + { + "epoch": 3.62, + "learning_rate": 0.00010964243845252051, + "loss": 0.0637, + "step": 6170 + }, + { + "epoch": 3.62, + "learning_rate": 0.00010949589683470105, + "loss": 0.1162, + "step": 6180 + }, + { + "epoch": 3.63, + "learning_rate": 0.00010934935521688161, + "loss": 0.1158, + "step": 6190 + }, + { + "epoch": 3.63, + "learning_rate": 0.00010920281359906215, + "loss": 0.0527, + "step": 6200 + }, + { + "epoch": 3.63, + "eval_accuracy": 0.9318929746744885, + "eval_loss": 0.23830993473529816, + "eval_runtime": 124.9507, + "eval_samples_per_second": 55.934, + "eval_steps_per_second": 6.995, + "step": 6200 + }, + { + "epoch": 3.64, + "learning_rate": 0.00010905627198124268, + "loss": 0.0568, + "step": 6210 + }, + { + "epoch": 3.65, + "learning_rate": 0.00010890973036342322, + "loss": 0.1423, + "step": 6220 + }, + { + "epoch": 3.65, + "learning_rate": 0.00010876318874560376, + "loss": 0.0232, + "step": 6230 + }, + { + "epoch": 3.66, + "learning_rate": 0.00010861664712778429, + "loss": 0.1261, + "step": 6240 + }, + { + "epoch": 3.66, + "learning_rate": 0.00010847010550996484, + "loss": 0.0385, + "step": 6250 + }, + { + "epoch": 3.67, + "learning_rate": 0.00010832356389214538, + "loss": 0.0789, + "step": 6260 + }, + { + "epoch": 3.68, + "learning_rate": 0.00010817702227432592, + "loss": 0.109, + "step": 6270 + }, + { + "epoch": 3.68, + "learning_rate": 0.00010803048065650645, + "loss": 0.0935, + "step": 6280 + }, + { + "epoch": 3.69, + "learning_rate": 0.00010788393903868699, + "loss": 0.1142, + "step": 6290 + }, + { + "epoch": 3.69, + "learning_rate": 0.00010773739742086753, + "loss": 0.0828, + "step": 6300 + }, + { + "epoch": 3.69, + "eval_accuracy": 0.9181571040206038, + "eval_loss": 0.29844602942466736, + "eval_runtime": 125.0359, + "eval_samples_per_second": 55.896, + "eval_steps_per_second": 6.99, + "step": 6300 + }, + { + "epoch": 3.7, + "learning_rate": 0.00010759085580304806, + "loss": 0.0893, + "step": 6310 + }, + { + "epoch": 3.7, + "learning_rate": 0.0001074443141852286, + "loss": 0.0597, + "step": 6320 + }, + { + "epoch": 3.71, + "learning_rate": 0.00010729777256740913, + "loss": 0.0588, + "step": 6330 + }, + { + "epoch": 3.72, + "learning_rate": 0.0001071512309495897, + "loss": 0.1045, + "step": 6340 + }, + { + "epoch": 3.72, + "learning_rate": 0.00010700468933177023, + "loss": 0.0383, + "step": 6350 + }, + { + "epoch": 3.73, + "learning_rate": 0.00010685814771395077, + "loss": 0.1054, + "step": 6360 + }, + { + "epoch": 3.73, + "learning_rate": 0.00010671160609613131, + "loss": 0.0814, + "step": 6370 + }, + { + "epoch": 3.74, + "learning_rate": 0.00010656506447831184, + "loss": 0.0156, + "step": 6380 + }, + { + "epoch": 3.75, + "learning_rate": 0.0001064185228604924, + "loss": 0.0259, + "step": 6390 + }, + { + "epoch": 3.75, + "learning_rate": 0.00010627198124267293, + "loss": 0.0678, + "step": 6400 + }, + { + "epoch": 3.75, + "eval_accuracy": 0.9436256975246816, + "eval_loss": 0.21348373591899872, + "eval_runtime": 125.0033, + "eval_samples_per_second": 55.911, + "eval_steps_per_second": 6.992, + "step": 6400 + }, + { + "epoch": 3.76, + "learning_rate": 0.00010612543962485347, + "loss": 0.0626, + "step": 6410 + }, + { + "epoch": 3.76, + "learning_rate": 0.000105978898007034, + "loss": 0.0556, + "step": 6420 + }, + { + "epoch": 3.77, + "learning_rate": 0.00010583235638921454, + "loss": 0.1722, + "step": 6430 + }, + { + "epoch": 3.77, + "learning_rate": 0.00010568581477139508, + "loss": 0.102, + "step": 6440 + }, + { + "epoch": 3.78, + "learning_rate": 0.00010553927315357561, + "loss": 0.0304, + "step": 6450 + }, + { + "epoch": 3.79, + "learning_rate": 0.00010539273153575615, + "loss": 0.0167, + "step": 6460 + }, + { + "epoch": 3.79, + "learning_rate": 0.00010524618991793668, + "loss": 0.0763, + "step": 6470 + }, + { + "epoch": 3.8, + "learning_rate": 0.00010509964830011725, + "loss": 0.0199, + "step": 6480 + }, + { + "epoch": 3.8, + "learning_rate": 0.00010495310668229778, + "loss": 0.0433, + "step": 6490 + }, + { + "epoch": 3.81, + "learning_rate": 0.00010480656506447832, + "loss": 0.0492, + "step": 6500 + }, + { + "epoch": 3.81, + "eval_accuracy": 0.929603662898841, + "eval_loss": 0.2604553997516632, + "eval_runtime": 124.6857, + "eval_samples_per_second": 56.053, + "eval_steps_per_second": 7.01, + "step": 6500 + }, + { + "epoch": 3.82, + "learning_rate": 0.00010466002344665886, + "loss": 0.1748, + "step": 6510 + }, + { + "epoch": 3.82, + "learning_rate": 0.0001045134818288394, + "loss": 0.1189, + "step": 6520 + }, + { + "epoch": 3.83, + "learning_rate": 0.00010436694021101993, + "loss": 0.0547, + "step": 6530 + }, + { + "epoch": 3.83, + "learning_rate": 0.00010422039859320048, + "loss": 0.1063, + "step": 6540 + }, + { + "epoch": 3.84, + "learning_rate": 0.00010407385697538102, + "loss": 0.0726, + "step": 6550 + }, + { + "epoch": 3.85, + "learning_rate": 0.00010392731535756155, + "loss": 0.0414, + "step": 6560 + }, + { + "epoch": 3.85, + "learning_rate": 0.00010378077373974209, + "loss": 0.172, + "step": 6570 + }, + { + "epoch": 3.86, + "learning_rate": 0.00010363423212192263, + "loss": 0.052, + "step": 6580 + }, + { + "epoch": 3.86, + "learning_rate": 0.00010348769050410316, + "loss": 0.1037, + "step": 6590 + }, + { + "epoch": 3.87, + "learning_rate": 0.0001033411488862837, + "loss": 0.0374, + "step": 6600 + }, + { + "epoch": 3.87, + "eval_accuracy": 0.938045500071541, + "eval_loss": 0.21922510862350464, + "eval_runtime": 124.604, + "eval_samples_per_second": 56.09, + "eval_steps_per_second": 7.014, + "step": 6600 + }, + { + "epoch": 3.87, + "learning_rate": 0.00010319460726846424, + "loss": 0.0364, + "step": 6610 + }, + { + "epoch": 3.88, + "learning_rate": 0.0001030480656506448, + "loss": 0.0965, + "step": 6620 + }, + { + "epoch": 3.89, + "learning_rate": 0.00010290152403282534, + "loss": 0.0719, + "step": 6630 + }, + { + "epoch": 3.89, + "learning_rate": 0.00010275498241500587, + "loss": 0.0484, + "step": 6640 + }, + { + "epoch": 3.9, + "learning_rate": 0.00010260844079718641, + "loss": 0.0606, + "step": 6650 + }, + { + "epoch": 3.9, + "learning_rate": 0.00010246189917936694, + "loss": 0.0999, + "step": 6660 + }, + { + "epoch": 3.91, + "learning_rate": 0.00010231535756154748, + "loss": 0.1628, + "step": 6670 + }, + { + "epoch": 3.92, + "learning_rate": 0.00010216881594372803, + "loss": 0.0442, + "step": 6680 + }, + { + "epoch": 3.92, + "learning_rate": 0.00010202227432590857, + "loss": 0.1007, + "step": 6690 + }, + { + "epoch": 3.93, + "learning_rate": 0.0001018757327080891, + "loss": 0.1846, + "step": 6700 + }, + { + "epoch": 3.93, + "eval_accuracy": 0.9187294319645156, + "eval_loss": 0.28041157126426697, + "eval_runtime": 124.644, + "eval_samples_per_second": 56.072, + "eval_steps_per_second": 7.012, + "step": 6700 + }, + { + "epoch": 3.93, + "learning_rate": 0.00010172919109026964, + "loss": 0.0226, + "step": 6710 + }, + { + "epoch": 3.94, + "learning_rate": 0.00010158264947245018, + "loss": 0.017, + "step": 6720 + }, + { + "epoch": 3.94, + "learning_rate": 0.00010143610785463071, + "loss": 0.0541, + "step": 6730 + }, + { + "epoch": 3.95, + "learning_rate": 0.00010128956623681125, + "loss": 0.0435, + "step": 6740 + }, + { + "epoch": 3.96, + "learning_rate": 0.00010114302461899179, + "loss": 0.0226, + "step": 6750 + }, + { + "epoch": 3.96, + "learning_rate": 0.00010099648300117235, + "loss": 0.0893, + "step": 6760 + }, + { + "epoch": 3.97, + "learning_rate": 0.00010084994138335289, + "loss": 0.0183, + "step": 6770 + }, + { + "epoch": 3.97, + "learning_rate": 0.00010070339976553342, + "loss": 0.0645, + "step": 6780 + }, + { + "epoch": 3.98, + "learning_rate": 0.00010055685814771396, + "loss": 0.085, + "step": 6790 + }, + { + "epoch": 3.99, + "learning_rate": 0.0001004103165298945, + "loss": 0.0557, + "step": 6800 + }, + { + "epoch": 3.99, + "eval_accuracy": 0.9253112033195021, + "eval_loss": 0.2598896622657776, + "eval_runtime": 131.5952, + "eval_samples_per_second": 53.11, + "eval_steps_per_second": 6.642, + "step": 6800 + }, + { + "epoch": 3.99, + "learning_rate": 0.00010026377491207503, + "loss": 0.0727, + "step": 6810 + }, + { + "epoch": 4.0, + "learning_rate": 0.00010011723329425558, + "loss": 0.0319, + "step": 6820 + }, + { + "epoch": 4.0, + "learning_rate": 9.997069167643612e-05, + "loss": 0.1264, + "step": 6830 + }, + { + "epoch": 4.01, + "learning_rate": 9.982415005861665e-05, + "loss": 0.0433, + "step": 6840 + }, + { + "epoch": 4.02, + "learning_rate": 9.967760844079719e-05, + "loss": 0.0487, + "step": 6850 + }, + { + "epoch": 4.02, + "learning_rate": 9.953106682297773e-05, + "loss": 0.01, + "step": 6860 + }, + { + "epoch": 4.03, + "learning_rate": 9.938452520515828e-05, + "loss": 0.0413, + "step": 6870 + }, + { + "epoch": 4.03, + "learning_rate": 9.923798358733881e-05, + "loss": 0.0272, + "step": 6880 + }, + { + "epoch": 4.04, + "learning_rate": 9.909144196951935e-05, + "loss": 0.0356, + "step": 6890 + }, + { + "epoch": 4.04, + "learning_rate": 9.894490035169989e-05, + "loss": 0.0127, + "step": 6900 + }, + { + "epoch": 4.04, + "eval_accuracy": 0.9336099585062241, + "eval_loss": 0.24118462204933167, + "eval_runtime": 125.0963, + "eval_samples_per_second": 55.869, + "eval_steps_per_second": 6.987, + "step": 6900 + }, + { + "epoch": 4.05, + "learning_rate": 9.879835873388042e-05, + "loss": 0.0699, + "step": 6910 + }, + { + "epoch": 4.06, + "learning_rate": 9.865181711606096e-05, + "loss": 0.0422, + "step": 6920 + }, + { + "epoch": 4.06, + "learning_rate": 9.85052754982415e-05, + "loss": 0.0064, + "step": 6930 + }, + { + "epoch": 4.07, + "learning_rate": 9.835873388042205e-05, + "loss": 0.0071, + "step": 6940 + }, + { + "epoch": 4.07, + "learning_rate": 9.821219226260258e-05, + "loss": 0.0268, + "step": 6950 + }, + { + "epoch": 4.08, + "learning_rate": 9.806565064478312e-05, + "loss": 0.0075, + "step": 6960 + }, + { + "epoch": 4.09, + "learning_rate": 9.791910902696367e-05, + "loss": 0.1285, + "step": 6970 + }, + { + "epoch": 4.09, + "learning_rate": 9.77725674091442e-05, + "loss": 0.0966, + "step": 6980 + }, + { + "epoch": 4.1, + "learning_rate": 9.762602579132474e-05, + "loss": 0.0452, + "step": 6990 + }, + { + "epoch": 4.1, + "learning_rate": 9.747948417350528e-05, + "loss": 0.0203, + "step": 7000 + }, + { + "epoch": 4.1, + "eval_accuracy": 0.9414794677350121, + "eval_loss": 0.22137586772441864, + "eval_runtime": 124.5679, + "eval_samples_per_second": 56.106, + "eval_steps_per_second": 7.016, + "step": 7000 + }, + { + "epoch": 4.11, + "learning_rate": 9.733294255568583e-05, + "loss": 0.0464, + "step": 7010 + }, + { + "epoch": 4.11, + "learning_rate": 9.718640093786636e-05, + "loss": 0.0097, + "step": 7020 + }, + { + "epoch": 4.12, + "learning_rate": 9.70398593200469e-05, + "loss": 0.0401, + "step": 7030 + }, + { + "epoch": 4.13, + "learning_rate": 9.689331770222744e-05, + "loss": 0.0125, + "step": 7040 + }, + { + "epoch": 4.13, + "learning_rate": 9.674677608440797e-05, + "loss": 0.0281, + "step": 7050 + }, + { + "epoch": 4.14, + "learning_rate": 9.660023446658851e-05, + "loss": 0.0193, + "step": 7060 + }, + { + "epoch": 4.14, + "learning_rate": 9.645369284876905e-05, + "loss": 0.0268, + "step": 7070 + }, + { + "epoch": 4.15, + "learning_rate": 9.63071512309496e-05, + "loss": 0.0415, + "step": 7080 + }, + { + "epoch": 4.16, + "learning_rate": 9.616060961313013e-05, + "loss": 0.0067, + "step": 7090 + }, + { + "epoch": 4.16, + "learning_rate": 9.601406799531067e-05, + "loss": 0.0272, + "step": 7100 + }, + { + "epoch": 4.16, + "eval_accuracy": 0.9356131063099156, + "eval_loss": 0.23218870162963867, + "eval_runtime": 124.8005, + "eval_samples_per_second": 56.001, + "eval_steps_per_second": 7.003, + "step": 7100 + }, + { + "epoch": 4.17, + "learning_rate": 9.586752637749122e-05, + "loss": 0.014, + "step": 7110 + }, + { + "epoch": 4.17, + "learning_rate": 9.572098475967175e-05, + "loss": 0.0348, + "step": 7120 + }, + { + "epoch": 4.18, + "learning_rate": 9.557444314185229e-05, + "loss": 0.0049, + "step": 7130 + }, + { + "epoch": 4.19, + "learning_rate": 9.542790152403283e-05, + "loss": 0.0365, + "step": 7140 + }, + { + "epoch": 4.19, + "learning_rate": 9.528135990621338e-05, + "loss": 0.0434, + "step": 7150 + }, + { + "epoch": 4.2, + "learning_rate": 9.513481828839391e-05, + "loss": 0.0378, + "step": 7160 + }, + { + "epoch": 4.2, + "learning_rate": 9.498827667057445e-05, + "loss": 0.0562, + "step": 7170 + }, + { + "epoch": 4.21, + "learning_rate": 9.484173505275499e-05, + "loss": 0.0491, + "step": 7180 + }, + { + "epoch": 4.21, + "learning_rate": 9.469519343493552e-05, + "loss": 0.0303, + "step": 7190 + }, + { + "epoch": 4.22, + "learning_rate": 9.454865181711606e-05, + "loss": 0.066, + "step": 7200 + }, + { + "epoch": 4.22, + "eval_accuracy": 0.9324653026184003, + "eval_loss": 0.2642953395843506, + "eval_runtime": 125.3377, + "eval_samples_per_second": 55.761, + "eval_steps_per_second": 6.973, + "step": 7200 + }, + { + "epoch": 4.23, + "learning_rate": 9.44021101992966e-05, + "loss": 0.0179, + "step": 7210 + }, + { + "epoch": 4.23, + "learning_rate": 9.425556858147715e-05, + "loss": 0.0201, + "step": 7220 + }, + { + "epoch": 4.24, + "learning_rate": 9.410902696365768e-05, + "loss": 0.0511, + "step": 7230 + }, + { + "epoch": 4.24, + "learning_rate": 9.396248534583822e-05, + "loss": 0.0456, + "step": 7240 + }, + { + "epoch": 4.25, + "learning_rate": 9.381594372801877e-05, + "loss": 0.0448, + "step": 7250 + }, + { + "epoch": 4.26, + "learning_rate": 9.36694021101993e-05, + "loss": 0.0171, + "step": 7260 + }, + { + "epoch": 4.26, + "learning_rate": 9.352286049237984e-05, + "loss": 0.0323, + "step": 7270 + }, + { + "epoch": 4.27, + "learning_rate": 9.337631887456038e-05, + "loss": 0.035, + "step": 7280 + }, + { + "epoch": 4.27, + "learning_rate": 9.322977725674091e-05, + "loss": 0.035, + "step": 7290 + }, + { + "epoch": 4.28, + "learning_rate": 9.308323563892146e-05, + "loss": 0.0628, + "step": 7300 + }, + { + "epoch": 4.28, + "eval_accuracy": 0.9406209758191444, + "eval_loss": 0.2170339971780777, + "eval_runtime": 124.7315, + "eval_samples_per_second": 56.032, + "eval_steps_per_second": 7.007, + "step": 7300 + }, + { + "epoch": 4.28, + "learning_rate": 9.2936694021102e-05, + "loss": 0.0295, + "step": 7310 + }, + { + "epoch": 4.29, + "learning_rate": 9.279015240328254e-05, + "loss": 0.0602, + "step": 7320 + }, + { + "epoch": 4.3, + "learning_rate": 9.264361078546307e-05, + "loss": 0.0586, + "step": 7330 + }, + { + "epoch": 4.3, + "learning_rate": 9.249706916764361e-05, + "loss": 0.0591, + "step": 7340 + }, + { + "epoch": 4.31, + "learning_rate": 9.235052754982415e-05, + "loss": 0.0426, + "step": 7350 + }, + { + "epoch": 4.31, + "learning_rate": 9.220398593200468e-05, + "loss": 0.0048, + "step": 7360 + }, + { + "epoch": 4.32, + "learning_rate": 9.205744431418523e-05, + "loss": 0.0111, + "step": 7370 + }, + { + "epoch": 4.33, + "learning_rate": 9.191090269636577e-05, + "loss": 0.0073, + "step": 7380 + }, + { + "epoch": 4.33, + "learning_rate": 9.176436107854632e-05, + "loss": 0.0152, + "step": 7390 + }, + { + "epoch": 4.34, + "learning_rate": 9.161781946072686e-05, + "loss": 0.0108, + "step": 7400 + }, + { + "epoch": 4.34, + "eval_accuracy": 0.9404778938331664, + "eval_loss": 0.23883628845214844, + "eval_runtime": 131.7955, + "eval_samples_per_second": 53.029, + "eval_steps_per_second": 6.631, + "step": 7400 + }, + { + "epoch": 4.34, + "learning_rate": 9.147127784290739e-05, + "loss": 0.0069, + "step": 7410 + }, + { + "epoch": 4.35, + "learning_rate": 9.132473622508793e-05, + "loss": 0.0343, + "step": 7420 + }, + { + "epoch": 4.36, + "learning_rate": 9.117819460726846e-05, + "loss": 0.0127, + "step": 7430 + }, + { + "epoch": 4.36, + "learning_rate": 9.103165298944901e-05, + "loss": 0.004, + "step": 7440 + }, + { + "epoch": 4.37, + "learning_rate": 9.088511137162955e-05, + "loss": 0.0362, + "step": 7450 + }, + { + "epoch": 4.37, + "learning_rate": 9.073856975381009e-05, + "loss": 0.0526, + "step": 7460 + }, + { + "epoch": 4.38, + "learning_rate": 9.059202813599062e-05, + "loss": 0.0157, + "step": 7470 + }, + { + "epoch": 4.38, + "learning_rate": 9.044548651817116e-05, + "loss": 0.0654, + "step": 7480 + }, + { + "epoch": 4.39, + "learning_rate": 9.02989449003517e-05, + "loss": 0.002, + "step": 7490 + }, + { + "epoch": 4.4, + "learning_rate": 9.015240328253223e-05, + "loss": 0.026, + "step": 7500 + }, + { + "epoch": 4.4, + "eval_accuracy": 0.9371870081556732, + "eval_loss": 0.2533361315727234, + "eval_runtime": 131.9358, + "eval_samples_per_second": 52.973, + "eval_steps_per_second": 6.624, + "step": 7500 + }, + { + "epoch": 4.4, + "learning_rate": 9.000586166471278e-05, + "loss": 0.0584, + "step": 7510 + }, + { + "epoch": 4.41, + "learning_rate": 8.985932004689332e-05, + "loss": 0.1142, + "step": 7520 + }, + { + "epoch": 4.41, + "learning_rate": 8.971277842907386e-05, + "loss": 0.0509, + "step": 7530 + }, + { + "epoch": 4.42, + "learning_rate": 8.95662368112544e-05, + "loss": 0.0774, + "step": 7540 + }, + { + "epoch": 4.43, + "learning_rate": 8.941969519343494e-05, + "loss": 0.0116, + "step": 7550 + }, + { + "epoch": 4.43, + "learning_rate": 8.927315357561548e-05, + "loss": 0.03, + "step": 7560 + }, + { + "epoch": 4.44, + "learning_rate": 8.912661195779602e-05, + "loss": 0.0951, + "step": 7570 + }, + { + "epoch": 4.44, + "learning_rate": 8.898007033997657e-05, + "loss": 0.0158, + "step": 7580 + }, + { + "epoch": 4.45, + "learning_rate": 8.88335287221571e-05, + "loss": 0.0638, + "step": 7590 + }, + { + "epoch": 4.45, + "learning_rate": 8.868698710433764e-05, + "loss": 0.0401, + "step": 7600 + }, + { + "epoch": 4.45, + "eval_accuracy": 0.9357561882958936, + "eval_loss": 0.24073971807956696, + "eval_runtime": 131.5796, + "eval_samples_per_second": 53.116, + "eval_steps_per_second": 6.642, + "step": 7600 + }, + { + "epoch": 4.46, + "learning_rate": 8.854044548651817e-05, + "loss": 0.0078, + "step": 7610 + }, + { + "epoch": 4.47, + "learning_rate": 8.839390386869871e-05, + "loss": 0.0673, + "step": 7620 + }, + { + "epoch": 4.47, + "learning_rate": 8.824736225087925e-05, + "loss": 0.0463, + "step": 7630 + }, + { + "epoch": 4.48, + "learning_rate": 8.810082063305978e-05, + "loss": 0.0175, + "step": 7640 + }, + { + "epoch": 4.48, + "learning_rate": 8.795427901524033e-05, + "loss": 0.0964, + "step": 7650 + }, + { + "epoch": 4.49, + "learning_rate": 8.780773739742087e-05, + "loss": 0.103, + "step": 7660 + }, + { + "epoch": 4.5, + "learning_rate": 8.76611957796014e-05, + "loss": 0.1191, + "step": 7670 + }, + { + "epoch": 4.5, + "learning_rate": 8.751465416178196e-05, + "loss": 0.0351, + "step": 7680 + }, + { + "epoch": 4.51, + "learning_rate": 8.738276670574444e-05, + "loss": 0.037, + "step": 7690 + }, + { + "epoch": 4.51, + "learning_rate": 8.723622508792497e-05, + "loss": 0.0493, + "step": 7700 + }, + { + "epoch": 4.51, + "eval_accuracy": 0.9414794677350121, + "eval_loss": 0.22126536071300507, + "eval_runtime": 132.171, + "eval_samples_per_second": 52.878, + "eval_steps_per_second": 6.613, + "step": 7700 + }, + { + "epoch": 4.52, + "learning_rate": 8.708968347010551e-05, + "loss": 0.085, + "step": 7710 + }, + { + "epoch": 4.53, + "learning_rate": 8.694314185228606e-05, + "loss": 0.0244, + "step": 7720 + }, + { + "epoch": 4.53, + "learning_rate": 8.67966002344666e-05, + "loss": 0.0389, + "step": 7730 + }, + { + "epoch": 4.54, + "learning_rate": 8.665005861664713e-05, + "loss": 0.0152, + "step": 7740 + }, + { + "epoch": 4.54, + "learning_rate": 8.650351699882767e-05, + "loss": 0.0857, + "step": 7750 + }, + { + "epoch": 4.55, + "learning_rate": 8.63569753810082e-05, + "loss": 0.0231, + "step": 7760 + }, + { + "epoch": 4.55, + "learning_rate": 8.621043376318874e-05, + "loss": 0.0076, + "step": 7770 + }, + { + "epoch": 4.56, + "learning_rate": 8.606389214536929e-05, + "loss": 0.0312, + "step": 7780 + }, + { + "epoch": 4.57, + "learning_rate": 8.591735052754983e-05, + "loss": 0.1142, + "step": 7790 + }, + { + "epoch": 4.57, + "learning_rate": 8.577080890973038e-05, + "loss": 0.0951, + "step": 7800 + }, + { + "epoch": 4.57, + "eval_accuracy": 0.9237373014737444, + "eval_loss": 0.301612913608551, + "eval_runtime": 132.0697, + "eval_samples_per_second": 52.919, + "eval_steps_per_second": 6.618, + "step": 7800 + }, + { + "epoch": 4.58, + "learning_rate": 8.562426729191091e-05, + "loss": 0.0508, + "step": 7810 + }, + { + "epoch": 4.58, + "learning_rate": 8.547772567409145e-05, + "loss": 0.0277, + "step": 7820 + }, + { + "epoch": 4.59, + "learning_rate": 8.533118405627199e-05, + "loss": 0.0208, + "step": 7830 + }, + { + "epoch": 4.6, + "learning_rate": 8.518464243845252e-05, + "loss": 0.0537, + "step": 7840 + }, + { + "epoch": 4.6, + "learning_rate": 8.503810082063306e-05, + "loss": 0.0094, + "step": 7850 + }, + { + "epoch": 4.61, + "learning_rate": 8.489155920281361e-05, + "loss": 0.0098, + "step": 7860 + }, + { + "epoch": 4.61, + "learning_rate": 8.474501758499415e-05, + "loss": 0.0098, + "step": 7870 + }, + { + "epoch": 4.62, + "learning_rate": 8.459847596717468e-05, + "loss": 0.0337, + "step": 7880 + }, + { + "epoch": 4.62, + "learning_rate": 8.445193434935522e-05, + "loss": 0.0563, + "step": 7890 + }, + { + "epoch": 4.63, + "learning_rate": 8.430539273153576e-05, + "loss": 0.0017, + "step": 7900 + }, + { + "epoch": 4.63, + "eval_accuracy": 0.9447703534125054, + "eval_loss": 0.218331441283226, + "eval_runtime": 132.27, + "eval_samples_per_second": 52.839, + "eval_steps_per_second": 6.608, + "step": 7900 + }, + { + "epoch": 4.64, + "learning_rate": 8.415885111371629e-05, + "loss": 0.0154, + "step": 7910 + }, + { + "epoch": 4.64, + "learning_rate": 8.401230949589684e-05, + "loss": 0.0661, + "step": 7920 + }, + { + "epoch": 4.65, + "learning_rate": 8.386576787807738e-05, + "loss": 0.0569, + "step": 7930 + }, + { + "epoch": 4.65, + "learning_rate": 8.371922626025793e-05, + "loss": 0.0323, + "step": 7940 + }, + { + "epoch": 4.66, + "learning_rate": 8.357268464243846e-05, + "loss": 0.0155, + "step": 7950 + }, + { + "epoch": 4.67, + "learning_rate": 8.3426143024619e-05, + "loss": 0.0679, + "step": 7960 + }, + { + "epoch": 4.67, + "learning_rate": 8.327960140679954e-05, + "loss": 0.0159, + "step": 7970 + }, + { + "epoch": 4.68, + "learning_rate": 8.313305978898007e-05, + "loss": 0.0561, + "step": 7980 + }, + { + "epoch": 4.68, + "learning_rate": 8.298651817116061e-05, + "loss": 0.0348, + "step": 7990 + }, + { + "epoch": 4.69, + "learning_rate": 8.283997655334115e-05, + "loss": 0.0561, + "step": 8000 + }, + { + "epoch": 4.69, + "eval_accuracy": 0.9492058949778223, + "eval_loss": 0.19620640575885773, + "eval_runtime": 131.9329, + "eval_samples_per_second": 52.974, + "eval_steps_per_second": 6.625, + "step": 8000 + }, + { + "epoch": 4.7, + "learning_rate": 8.26934349355217e-05, + "loss": 0.0143, + "step": 8010 + }, + { + "epoch": 4.7, + "learning_rate": 8.254689331770223e-05, + "loss": 0.0049, + "step": 8020 + }, + { + "epoch": 4.71, + "learning_rate": 8.240035169988277e-05, + "loss": 0.0269, + "step": 8030 + }, + { + "epoch": 4.71, + "learning_rate": 8.22538100820633e-05, + "loss": 0.0109, + "step": 8040 + }, + { + "epoch": 4.72, + "learning_rate": 8.210726846424384e-05, + "loss": 0.0425, + "step": 8050 + }, + { + "epoch": 4.72, + "learning_rate": 8.196072684642438e-05, + "loss": 0.0051, + "step": 8060 + }, + { + "epoch": 4.73, + "learning_rate": 8.181418522860493e-05, + "loss": 0.0235, + "step": 8070 + }, + { + "epoch": 4.74, + "learning_rate": 8.166764361078546e-05, + "loss": 0.0147, + "step": 8080 + }, + { + "epoch": 4.74, + "learning_rate": 8.152110199296601e-05, + "loss": 0.0175, + "step": 8090 + }, + { + "epoch": 4.75, + "learning_rate": 8.137456037514655e-05, + "loss": 0.0063, + "step": 8100 + }, + { + "epoch": 4.75, + "eval_accuracy": 0.9522106166833596, + "eval_loss": 0.18679927289485931, + "eval_runtime": 131.6399, + "eval_samples_per_second": 53.092, + "eval_steps_per_second": 6.639, + "step": 8100 + }, + { + "epoch": 4.75, + "learning_rate": 8.122801875732709e-05, + "loss": 0.0021, + "step": 8110 + }, + { + "epoch": 4.76, + "learning_rate": 8.108147713950762e-05, + "loss": 0.0569, + "step": 8120 + }, + { + "epoch": 4.77, + "learning_rate": 8.093493552168816e-05, + "loss": 0.0257, + "step": 8130 + }, + { + "epoch": 4.77, + "learning_rate": 8.07883939038687e-05, + "loss": 0.0079, + "step": 8140 + }, + { + "epoch": 4.78, + "learning_rate": 8.064185228604925e-05, + "loss": 0.0404, + "step": 8150 + }, + { + "epoch": 4.78, + "learning_rate": 8.049531066822978e-05, + "loss": 0.0325, + "step": 8160 + }, + { + "epoch": 4.79, + "learning_rate": 8.034876905041032e-05, + "loss": 0.0417, + "step": 8170 + }, + { + "epoch": 4.79, + "learning_rate": 8.020222743259086e-05, + "loss": 0.0183, + "step": 8180 + }, + { + "epoch": 4.8, + "learning_rate": 8.005568581477139e-05, + "loss": 0.0078, + "step": 8190 + }, + { + "epoch": 4.81, + "learning_rate": 7.990914419695193e-05, + "loss": 0.0054, + "step": 8200 + }, + { + "epoch": 4.81, + "eval_accuracy": 0.9459150093003291, + "eval_loss": 0.20684893429279327, + "eval_runtime": 125.0363, + "eval_samples_per_second": 55.896, + "eval_steps_per_second": 6.99, + "step": 8200 + }, + { + "epoch": 4.81, + "learning_rate": 7.976260257913248e-05, + "loss": 0.0604, + "step": 8210 + }, + { + "epoch": 4.82, + "learning_rate": 7.961606096131302e-05, + "loss": 0.0156, + "step": 8220 + }, + { + "epoch": 4.82, + "learning_rate": 7.946951934349357e-05, + "loss": 0.0332, + "step": 8230 + }, + { + "epoch": 4.83, + "learning_rate": 7.93229777256741e-05, + "loss": 0.0081, + "step": 8240 + }, + { + "epoch": 4.84, + "learning_rate": 7.917643610785464e-05, + "loss": 0.0581, + "step": 8250 + }, + { + "epoch": 4.84, + "learning_rate": 7.902989449003517e-05, + "loss": 0.0264, + "step": 8260 + }, + { + "epoch": 4.85, + "learning_rate": 7.888335287221571e-05, + "loss": 0.0351, + "step": 8270 + }, + { + "epoch": 4.85, + "learning_rate": 7.873681125439625e-05, + "loss": 0.0222, + "step": 8280 + }, + { + "epoch": 4.86, + "learning_rate": 7.85902696365768e-05, + "loss": 0.0526, + "step": 8290 + }, + { + "epoch": 4.87, + "learning_rate": 7.844372801875733e-05, + "loss": 0.0519, + "step": 8300 + }, + { + "epoch": 4.87, + "eval_accuracy": 0.9429102875947918, + "eval_loss": 0.21411900222301483, + "eval_runtime": 131.8333, + "eval_samples_per_second": 53.014, + "eval_steps_per_second": 6.63, + "step": 8300 + }, + { + "epoch": 4.87, + "learning_rate": 7.829718640093787e-05, + "loss": 0.0085, + "step": 8310 + }, + { + "epoch": 4.88, + "learning_rate": 7.81506447831184e-05, + "loss": 0.0045, + "step": 8320 + }, + { + "epoch": 4.88, + "learning_rate": 7.800410316529894e-05, + "loss": 0.0111, + "step": 8330 + }, + { + "epoch": 4.89, + "learning_rate": 7.785756154747948e-05, + "loss": 0.0776, + "step": 8340 + }, + { + "epoch": 4.89, + "learning_rate": 7.771101992966003e-05, + "loss": 0.024, + "step": 8350 + }, + { + "epoch": 4.9, + "learning_rate": 7.756447831184057e-05, + "loss": 0.0448, + "step": 8360 + }, + { + "epoch": 4.91, + "learning_rate": 7.741793669402112e-05, + "loss": 0.0455, + "step": 8370 + }, + { + "epoch": 4.91, + "learning_rate": 7.727139507620165e-05, + "loss": 0.06, + "step": 8380 + }, + { + "epoch": 4.92, + "learning_rate": 7.712485345838219e-05, + "loss": 0.0486, + "step": 8390 + }, + { + "epoch": 4.92, + "learning_rate": 7.697831184056272e-05, + "loss": 0.027, + "step": 8400 + }, + { + "epoch": 4.92, + "eval_accuracy": 0.9437687795106596, + "eval_loss": 0.21381603181362152, + "eval_runtime": 132.1229, + "eval_samples_per_second": 52.898, + "eval_steps_per_second": 6.615, + "step": 8400 + }, + { + "epoch": 4.93, + "learning_rate": 7.683177022274326e-05, + "loss": 0.0347, + "step": 8410 + }, + { + "epoch": 4.94, + "learning_rate": 7.66852286049238e-05, + "loss": 0.0399, + "step": 8420 + }, + { + "epoch": 4.94, + "learning_rate": 7.653868698710435e-05, + "loss": 0.0876, + "step": 8430 + }, + { + "epoch": 4.95, + "learning_rate": 7.639214536928488e-05, + "loss": 0.0069, + "step": 8440 + }, + { + "epoch": 4.95, + "learning_rate": 7.624560375146542e-05, + "loss": 0.0121, + "step": 8450 + }, + { + "epoch": 4.96, + "learning_rate": 7.609906213364596e-05, + "loss": 0.0336, + "step": 8460 + }, + { + "epoch": 4.96, + "learning_rate": 7.595252051582649e-05, + "loss": 0.0281, + "step": 8470 + }, + { + "epoch": 4.97, + "learning_rate": 7.580597889800703e-05, + "loss": 0.0059, + "step": 8480 + }, + { + "epoch": 4.98, + "learning_rate": 7.565943728018758e-05, + "loss": 0.0015, + "step": 8490 + }, + { + "epoch": 4.98, + "learning_rate": 7.551289566236812e-05, + "loss": 0.0034, + "step": 8500 + }, + { + "epoch": 4.98, + "eval_accuracy": 0.9529260266132494, + "eval_loss": 0.1774452030658722, + "eval_runtime": 131.79, + "eval_samples_per_second": 53.031, + "eval_steps_per_second": 6.632, + "step": 8500 + }, + { + "epoch": 4.99, + "learning_rate": 7.536635404454867e-05, + "loss": 0.0606, + "step": 8510 + }, + { + "epoch": 4.99, + "learning_rate": 7.52198124267292e-05, + "loss": 0.0617, + "step": 8520 + }, + { + "epoch": 5.0, + "learning_rate": 7.507327080890974e-05, + "loss": 0.0012, + "step": 8530 + }, + { + "epoch": 5.01, + "learning_rate": 7.492672919109028e-05, + "loss": 0.0232, + "step": 8540 + }, + { + "epoch": 5.01, + "learning_rate": 7.478018757327081e-05, + "loss": 0.0023, + "step": 8550 + }, + { + "epoch": 5.02, + "learning_rate": 7.463364595545135e-05, + "loss": 0.011, + "step": 8560 + }, + { + "epoch": 5.02, + "learning_rate": 7.448710433763188e-05, + "loss": 0.0554, + "step": 8570 + }, + { + "epoch": 5.03, + "learning_rate": 7.434056271981243e-05, + "loss": 0.002, + "step": 8580 + }, + { + "epoch": 5.04, + "learning_rate": 7.419402110199297e-05, + "loss": 0.0007, + "step": 8590 + }, + { + "epoch": 5.04, + "learning_rate": 7.404747948417351e-05, + "loss": 0.0096, + "step": 8600 + }, + { + "epoch": 5.04, + "eval_accuracy": 0.9512090427815139, + "eval_loss": 0.17777030169963837, + "eval_runtime": 131.4881, + "eval_samples_per_second": 53.153, + "eval_steps_per_second": 6.647, + "step": 8600 + }, + { + "epoch": 5.05, + "learning_rate": 7.390093786635404e-05, + "loss": 0.0011, + "step": 8610 + }, + { + "epoch": 5.05, + "learning_rate": 7.375439624853458e-05, + "loss": 0.0014, + "step": 8620 + }, + { + "epoch": 5.06, + "learning_rate": 7.360785463071512e-05, + "loss": 0.0172, + "step": 8630 + }, + { + "epoch": 5.06, + "learning_rate": 7.346131301289567e-05, + "loss": 0.0154, + "step": 8640 + }, + { + "epoch": 5.07, + "learning_rate": 7.33147713950762e-05, + "loss": 0.0025, + "step": 8650 + }, + { + "epoch": 5.08, + "learning_rate": 7.316822977725675e-05, + "loss": 0.0144, + "step": 8660 + }, + { + "epoch": 5.08, + "learning_rate": 7.302168815943729e-05, + "loss": 0.0096, + "step": 8670 + }, + { + "epoch": 5.09, + "learning_rate": 7.287514654161783e-05, + "loss": 0.0196, + "step": 8680 + }, + { + "epoch": 5.09, + "learning_rate": 7.272860492379836e-05, + "loss": 0.0019, + "step": 8690 + }, + { + "epoch": 5.1, + "learning_rate": 7.25820633059789e-05, + "loss": 0.0011, + "step": 8700 + }, + { + "epoch": 5.1, + "eval_accuracy": 0.9512090427815139, + "eval_loss": 0.18543057143688202, + "eval_runtime": 125.1978, + "eval_samples_per_second": 55.824, + "eval_steps_per_second": 6.981, + "step": 8700 + }, + { + "epoch": 5.11, + "learning_rate": 7.243552168815943e-05, + "loss": 0.0011, + "step": 8710 + }, + { + "epoch": 5.11, + "learning_rate": 7.228898007033998e-05, + "loss": 0.0034, + "step": 8720 + }, + { + "epoch": 5.12, + "learning_rate": 7.214243845252052e-05, + "loss": 0.0152, + "step": 8730 + }, + { + "epoch": 5.12, + "learning_rate": 7.199589683470106e-05, + "loss": 0.0338, + "step": 8740 + }, + { + "epoch": 5.13, + "learning_rate": 7.18493552168816e-05, + "loss": 0.0097, + "step": 8750 + }, + { + "epoch": 5.13, + "learning_rate": 7.170281359906213e-05, + "loss": 0.0078, + "step": 8760 + }, + { + "epoch": 5.14, + "learning_rate": 7.155627198124267e-05, + "loss": 0.0019, + "step": 8770 + }, + { + "epoch": 5.15, + "learning_rate": 7.140973036342322e-05, + "loss": 0.0035, + "step": 8780 + }, + { + "epoch": 5.15, + "learning_rate": 7.126318874560375e-05, + "loss": 0.0559, + "step": 8790 + }, + { + "epoch": 5.16, + "learning_rate": 7.11166471277843e-05, + "loss": 0.0195, + "step": 8800 + }, + { + "epoch": 5.16, + "eval_accuracy": 0.9483474030619545, + "eval_loss": 0.19136610627174377, + "eval_runtime": 124.2831, + "eval_samples_per_second": 56.235, + "eval_steps_per_second": 7.032, + "step": 8800 + }, + { + "epoch": 5.16, + "learning_rate": 7.097010550996484e-05, + "loss": 0.0041, + "step": 8810 + }, + { + "epoch": 5.17, + "learning_rate": 7.082356389214538e-05, + "loss": 0.0427, + "step": 8820 + }, + { + "epoch": 5.18, + "learning_rate": 7.067702227432591e-05, + "loss": 0.0028, + "step": 8830 + }, + { + "epoch": 5.18, + "learning_rate": 7.053048065650645e-05, + "loss": 0.0746, + "step": 8840 + }, + { + "epoch": 5.19, + "learning_rate": 7.038393903868699e-05, + "loss": 0.0023, + "step": 8850 + }, + { + "epoch": 5.19, + "learning_rate": 7.023739742086754e-05, + "loss": 0.0486, + "step": 8860 + }, + { + "epoch": 5.2, + "learning_rate": 7.009085580304807e-05, + "loss": 0.0009, + "step": 8870 + }, + { + "epoch": 5.21, + "learning_rate": 6.994431418522861e-05, + "loss": 0.002, + "step": 8880 + }, + { + "epoch": 5.21, + "learning_rate": 6.979777256740914e-05, + "loss": 0.0006, + "step": 8890 + }, + { + "epoch": 5.22, + "learning_rate": 6.965123094958968e-05, + "loss": 0.0245, + "step": 8900 + }, + { + "epoch": 5.22, + "eval_accuracy": 0.9470596651881528, + "eval_loss": 0.21557945013046265, + "eval_runtime": 131.081, + "eval_samples_per_second": 53.318, + "eval_steps_per_second": 6.668, + "step": 8900 + }, + { + "epoch": 5.22, + "learning_rate": 6.950468933177022e-05, + "loss": 0.0175, + "step": 8910 + }, + { + "epoch": 5.23, + "learning_rate": 6.935814771395077e-05, + "loss": 0.0234, + "step": 8920 + }, + { + "epoch": 5.23, + "learning_rate": 6.92116060961313e-05, + "loss": 0.0245, + "step": 8930 + }, + { + "epoch": 5.24, + "learning_rate": 6.906506447831185e-05, + "loss": 0.017, + "step": 8940 + }, + { + "epoch": 5.25, + "learning_rate": 6.891852286049239e-05, + "loss": 0.0065, + "step": 8950 + }, + { + "epoch": 5.25, + "learning_rate": 6.877198124267293e-05, + "loss": 0.0011, + "step": 8960 + }, + { + "epoch": 5.26, + "learning_rate": 6.862543962485346e-05, + "loss": 0.0038, + "step": 8970 + }, + { + "epoch": 5.26, + "learning_rate": 6.8478898007034e-05, + "loss": 0.0039, + "step": 8980 + }, + { + "epoch": 5.27, + "learning_rate": 6.833235638921454e-05, + "loss": 0.0436, + "step": 8990 + }, + { + "epoch": 5.28, + "learning_rate": 6.818581477139509e-05, + "loss": 0.0055, + "step": 9000 + }, + { + "epoch": 5.28, + "eval_accuracy": 0.9573615681785663, + "eval_loss": 0.16400882601737976, + "eval_runtime": 131.2197, + "eval_samples_per_second": 53.262, + "eval_steps_per_second": 6.661, + "step": 9000 + }, + { + "epoch": 5.28, + "learning_rate": 6.803927315357562e-05, + "loss": 0.0106, + "step": 9010 + }, + { + "epoch": 5.29, + "learning_rate": 6.789273153575616e-05, + "loss": 0.0016, + "step": 9020 + }, + { + "epoch": 5.29, + "learning_rate": 6.77461899179367e-05, + "loss": 0.0221, + "step": 9030 + }, + { + "epoch": 5.3, + "learning_rate": 6.759964830011723e-05, + "loss": 0.0086, + "step": 9040 + }, + { + "epoch": 5.3, + "learning_rate": 6.745310668229777e-05, + "loss": 0.0054, + "step": 9050 + }, + { + "epoch": 5.31, + "learning_rate": 6.73065650644783e-05, + "loss": 0.0097, + "step": 9060 + }, + { + "epoch": 5.32, + "learning_rate": 6.716002344665885e-05, + "loss": 0.002, + "step": 9070 + }, + { + "epoch": 5.32, + "learning_rate": 6.70134818288394e-05, + "loss": 0.0517, + "step": 9080 + }, + { + "epoch": 5.33, + "learning_rate": 6.686694021101994e-05, + "loss": 0.0023, + "step": 9090 + }, + { + "epoch": 5.33, + "learning_rate": 6.672039859320048e-05, + "loss": 0.0166, + "step": 9100 + }, + { + "epoch": 5.33, + "eval_accuracy": 0.9567892402346545, + "eval_loss": 0.1769905984401703, + "eval_runtime": 131.3469, + "eval_samples_per_second": 53.21, + "eval_steps_per_second": 6.654, + "step": 9100 + }, + { + "epoch": 5.34, + "learning_rate": 6.657385697538101e-05, + "loss": 0.0087, + "step": 9110 + }, + { + "epoch": 5.35, + "learning_rate": 6.642731535756155e-05, + "loss": 0.001, + "step": 9120 + }, + { + "epoch": 5.35, + "learning_rate": 6.628077373974209e-05, + "loss": 0.0384, + "step": 9130 + }, + { + "epoch": 5.36, + "learning_rate": 6.613423212192264e-05, + "loss": 0.039, + "step": 9140 + }, + { + "epoch": 5.36, + "learning_rate": 6.598769050410317e-05, + "loss": 0.0101, + "step": 9150 + }, + { + "epoch": 5.37, + "learning_rate": 6.584114888628371e-05, + "loss": 0.0297, + "step": 9160 + }, + { + "epoch": 5.38, + "learning_rate": 6.569460726846425e-05, + "loss": 0.0052, + "step": 9170 + }, + { + "epoch": 5.38, + "learning_rate": 6.554806565064478e-05, + "loss": 0.0547, + "step": 9180 + }, + { + "epoch": 5.39, + "learning_rate": 6.540152403282532e-05, + "loss": 0.0216, + "step": 9190 + }, + { + "epoch": 5.39, + "learning_rate": 6.525498241500585e-05, + "loss": 0.0217, + "step": 9200 + }, + { + "epoch": 5.39, + "eval_accuracy": 0.9479181571040206, + "eval_loss": 0.20112772285938263, + "eval_runtime": 124.3427, + "eval_samples_per_second": 56.208, + "eval_steps_per_second": 7.029, + "step": 9200 + }, + { + "epoch": 5.4, + "learning_rate": 6.51084407971864e-05, + "loss": 0.0027, + "step": 9210 + }, + { + "epoch": 5.4, + "learning_rate": 6.496189917936694e-05, + "loss": 0.0021, + "step": 9220 + }, + { + "epoch": 5.41, + "learning_rate": 6.481535756154749e-05, + "loss": 0.0251, + "step": 9230 + }, + { + "epoch": 5.42, + "learning_rate": 6.466881594372803e-05, + "loss": 0.0386, + "step": 9240 + }, + { + "epoch": 5.42, + "learning_rate": 6.452227432590856e-05, + "loss": 0.0021, + "step": 9250 + }, + { + "epoch": 5.43, + "learning_rate": 6.43757327080891e-05, + "loss": 0.0011, + "step": 9260 + }, + { + "epoch": 5.43, + "learning_rate": 6.422919109026964e-05, + "loss": 0.0241, + "step": 9270 + }, + { + "epoch": 5.44, + "learning_rate": 6.408264947245017e-05, + "loss": 0.0418, + "step": 9280 + }, + { + "epoch": 5.45, + "learning_rate": 6.393610785463072e-05, + "loss": 0.0018, + "step": 9290 + }, + { + "epoch": 5.45, + "learning_rate": 6.378956623681126e-05, + "loss": 0.0017, + "step": 9300 + }, + { + "epoch": 5.45, + "eval_accuracy": 0.946201173272285, + "eval_loss": 0.2209555059671402, + "eval_runtime": 124.6429, + "eval_samples_per_second": 56.072, + "eval_steps_per_second": 7.012, + "step": 9300 + }, + { + "epoch": 5.46, + "learning_rate": 6.36430246189918e-05, + "loss": 0.0206, + "step": 9310 + }, + { + "epoch": 5.46, + "learning_rate": 6.349648300117233e-05, + "loss": 0.0009, + "step": 9320 + }, + { + "epoch": 5.47, + "learning_rate": 6.334994138335287e-05, + "loss": 0.0069, + "step": 9330 + }, + { + "epoch": 5.47, + "learning_rate": 6.32033997655334e-05, + "loss": 0.0335, + "step": 9340 + }, + { + "epoch": 5.48, + "learning_rate": 6.305685814771395e-05, + "loss": 0.0123, + "step": 9350 + }, + { + "epoch": 5.49, + "learning_rate": 6.291031652989449e-05, + "loss": 0.0048, + "step": 9360 + }, + { + "epoch": 5.49, + "learning_rate": 6.276377491207504e-05, + "loss": 0.0116, + "step": 9370 + }, + { + "epoch": 5.5, + "learning_rate": 6.261723329425558e-05, + "loss": 0.001, + "step": 9380 + }, + { + "epoch": 5.5, + "learning_rate": 6.247069167643611e-05, + "loss": 0.002, + "step": 9390 + }, + { + "epoch": 5.51, + "learning_rate": 6.232415005861665e-05, + "loss": 0.0161, + "step": 9400 + }, + { + "epoch": 5.51, + "eval_accuracy": 0.9620832737158391, + "eval_loss": 0.15102699398994446, + "eval_runtime": 130.7987, + "eval_samples_per_second": 53.433, + "eval_steps_per_second": 6.682, + "step": 9400 + }, + { + "epoch": 5.52, + "learning_rate": 6.217760844079719e-05, + "loss": 0.0012, + "step": 9410 + }, + { + "epoch": 5.52, + "learning_rate": 6.203106682297772e-05, + "loss": 0.0024, + "step": 9420 + }, + { + "epoch": 5.53, + "learning_rate": 6.188452520515827e-05, + "loss": 0.0037, + "step": 9430 + }, + { + "epoch": 5.53, + "learning_rate": 6.173798358733881e-05, + "loss": 0.0047, + "step": 9440 + }, + { + "epoch": 5.54, + "learning_rate": 6.159144196951935e-05, + "loss": 0.0417, + "step": 9450 + }, + { + "epoch": 5.55, + "learning_rate": 6.144490035169988e-05, + "loss": 0.014, + "step": 9460 + }, + { + "epoch": 5.55, + "learning_rate": 6.129835873388042e-05, + "loss": 0.005, + "step": 9470 + }, + { + "epoch": 5.56, + "learning_rate": 6.115181711606096e-05, + "loss": 0.0726, + "step": 9480 + }, + { + "epoch": 5.56, + "learning_rate": 6.10052754982415e-05, + "loss": 0.0282, + "step": 9490 + }, + { + "epoch": 5.57, + "learning_rate": 6.085873388042205e-05, + "loss": 0.0193, + "step": 9500 + }, + { + "epoch": 5.57, + "eval_accuracy": 0.958649306052368, + "eval_loss": 0.16425824165344238, + "eval_runtime": 124.7029, + "eval_samples_per_second": 56.045, + "eval_steps_per_second": 7.009, + "step": 9500 + }, + { + "epoch": 5.57, + "learning_rate": 6.0712192262602585e-05, + "loss": 0.0141, + "step": 9510 + }, + { + "epoch": 5.58, + "learning_rate": 6.056565064478312e-05, + "loss": 0.0077, + "step": 9520 + }, + { + "epoch": 5.59, + "learning_rate": 6.041910902696366e-05, + "loss": 0.0311, + "step": 9530 + }, + { + "epoch": 5.59, + "learning_rate": 6.02725674091442e-05, + "loss": 0.0437, + "step": 9540 + }, + { + "epoch": 5.6, + "learning_rate": 6.012602579132474e-05, + "loss": 0.0277, + "step": 9550 + }, + { + "epoch": 5.6, + "learning_rate": 5.9979484173505274e-05, + "loss": 0.0027, + "step": 9560 + }, + { + "epoch": 5.61, + "learning_rate": 5.9832942555685824e-05, + "loss": 0.0606, + "step": 9570 + }, + { + "epoch": 5.62, + "learning_rate": 5.968640093786636e-05, + "loss": 0.0006, + "step": 9580 + }, + { + "epoch": 5.62, + "learning_rate": 5.9539859320046896e-05, + "loss": 0.0052, + "step": 9590 + }, + { + "epoch": 5.63, + "learning_rate": 5.939331770222743e-05, + "loss": 0.0121, + "step": 9600 + }, + { + "epoch": 5.63, + "eval_accuracy": 0.9534983545571613, + "eval_loss": 0.17156189680099487, + "eval_runtime": 131.2369, + "eval_samples_per_second": 53.255, + "eval_steps_per_second": 6.66, + "step": 9600 + }, + { + "epoch": 5.63, + "learning_rate": 5.9246776084407976e-05, + "loss": 0.0011, + "step": 9610 + }, + { + "epoch": 5.64, + "learning_rate": 5.910023446658851e-05, + "loss": 0.0028, + "step": 9620 + }, + { + "epoch": 5.64, + "learning_rate": 5.895369284876905e-05, + "loss": 0.0077, + "step": 9630 + }, + { + "epoch": 5.65, + "learning_rate": 5.88071512309496e-05, + "loss": 0.0116, + "step": 9640 + }, + { + "epoch": 5.66, + "learning_rate": 5.8660609613130135e-05, + "loss": 0.041, + "step": 9650 + }, + { + "epoch": 5.66, + "learning_rate": 5.851406799531067e-05, + "loss": 0.027, + "step": 9660 + }, + { + "epoch": 5.67, + "learning_rate": 5.836752637749121e-05, + "loss": 0.0005, + "step": 9670 + }, + { + "epoch": 5.67, + "learning_rate": 5.822098475967175e-05, + "loss": 0.024, + "step": 9680 + }, + { + "epoch": 5.68, + "learning_rate": 5.807444314185229e-05, + "loss": 0.0529, + "step": 9690 + }, + { + "epoch": 5.69, + "learning_rate": 5.7927901524032824e-05, + "loss": 0.0146, + "step": 9700 + }, + { + "epoch": 5.69, + "eval_accuracy": 0.9553584203748748, + "eval_loss": 0.17195869982242584, + "eval_runtime": 131.4278, + "eval_samples_per_second": 53.177, + "eval_steps_per_second": 6.65, + "step": 9700 + }, + { + "epoch": 5.69, + "learning_rate": 5.7781359906213374e-05, + "loss": 0.0305, + "step": 9710 + }, + { + "epoch": 5.7, + "learning_rate": 5.763481828839391e-05, + "loss": 0.021, + "step": 9720 + }, + { + "epoch": 5.7, + "learning_rate": 5.748827667057445e-05, + "loss": 0.0062, + "step": 9730 + }, + { + "epoch": 5.71, + "learning_rate": 5.734173505275498e-05, + "loss": 0.0014, + "step": 9740 + }, + { + "epoch": 5.72, + "learning_rate": 5.7195193434935526e-05, + "loss": 0.004, + "step": 9750 + }, + { + "epoch": 5.72, + "learning_rate": 5.704865181711606e-05, + "loss": 0.062, + "step": 9760 + }, + { + "epoch": 5.73, + "learning_rate": 5.69021101992966e-05, + "loss": 0.0171, + "step": 9770 + }, + { + "epoch": 5.73, + "learning_rate": 5.675556858147715e-05, + "loss": 0.0009, + "step": 9780 + }, + { + "epoch": 5.74, + "learning_rate": 5.6609026963657686e-05, + "loss": 0.0089, + "step": 9790 + }, + { + "epoch": 5.74, + "learning_rate": 5.646248534583822e-05, + "loss": 0.0071, + "step": 9800 + }, + { + "epoch": 5.74, + "eval_accuracy": 0.9540706825010731, + "eval_loss": 0.1830926537513733, + "eval_runtime": 130.7438, + "eval_samples_per_second": 53.456, + "eval_steps_per_second": 6.685, + "step": 9800 + }, + { + "epoch": 5.75, + "learning_rate": 5.631594372801876e-05, + "loss": 0.0052, + "step": 9810 + }, + { + "epoch": 5.76, + "learning_rate": 5.61694021101993e-05, + "loss": 0.0036, + "step": 9820 + }, + { + "epoch": 5.76, + "learning_rate": 5.602286049237984e-05, + "loss": 0.0284, + "step": 9830 + }, + { + "epoch": 5.77, + "learning_rate": 5.5876318874560374e-05, + "loss": 0.018, + "step": 9840 + }, + { + "epoch": 5.77, + "learning_rate": 5.572977725674091e-05, + "loss": 0.0025, + "step": 9850 + }, + { + "epoch": 5.78, + "learning_rate": 5.558323563892146e-05, + "loss": 0.0037, + "step": 9860 + }, + { + "epoch": 5.79, + "learning_rate": 5.5436694021102e-05, + "loss": 0.004, + "step": 9870 + }, + { + "epoch": 5.79, + "learning_rate": 5.5290152403282534e-05, + "loss": 0.0105, + "step": 9880 + }, + { + "epoch": 5.8, + "learning_rate": 5.514361078546308e-05, + "loss": 0.0187, + "step": 9890 + }, + { + "epoch": 5.8, + "learning_rate": 5.499706916764361e-05, + "loss": 0.0018, + "step": 9900 + }, + { + "epoch": 5.8, + "eval_accuracy": 0.9484904850479324, + "eval_loss": 0.20763841271400452, + "eval_runtime": 125.1627, + "eval_samples_per_second": 55.839, + "eval_steps_per_second": 6.983, + "step": 9900 + }, + { + "epoch": 5.81, + "learning_rate": 5.485052754982415e-05, + "loss": 0.0016, + "step": 9910 + }, + { + "epoch": 5.81, + "learning_rate": 5.4703985932004686e-05, + "loss": 0.0372, + "step": 9920 + }, + { + "epoch": 5.82, + "learning_rate": 5.4557444314185236e-05, + "loss": 0.002, + "step": 9930 + }, + { + "epoch": 5.83, + "learning_rate": 5.441090269636577e-05, + "loss": 0.0034, + "step": 9940 + }, + { + "epoch": 5.83, + "learning_rate": 5.426436107854631e-05, + "loss": 0.0008, + "step": 9950 + }, + { + "epoch": 5.84, + "learning_rate": 5.4117819460726845e-05, + "loss": 0.0008, + "step": 9960 + }, + { + "epoch": 5.84, + "learning_rate": 5.397127784290739e-05, + "loss": 0.0046, + "step": 9970 + }, + { + "epoch": 5.85, + "learning_rate": 5.3824736225087925e-05, + "loss": 0.0035, + "step": 9980 + }, + { + "epoch": 5.86, + "learning_rate": 5.367819460726846e-05, + "loss": 0.0019, + "step": 9990 + }, + { + "epoch": 5.86, + "learning_rate": 5.353165298944901e-05, + "loss": 0.0007, + "step": 10000 + }, + { + "epoch": 5.86, + "eval_accuracy": 0.9599370439261697, + "eval_loss": 0.16359391808509827, + "eval_runtime": 130.8629, + "eval_samples_per_second": 53.407, + "eval_steps_per_second": 6.679, + "step": 10000 + }, + { + "epoch": 5.87, + "learning_rate": 5.338511137162955e-05, + "loss": 0.0014, + "step": 10010 + }, + { + "epoch": 5.87, + "learning_rate": 5.3238569753810084e-05, + "loss": 0.0021, + "step": 10020 + }, + { + "epoch": 5.88, + "learning_rate": 5.309202813599062e-05, + "loss": 0.0355, + "step": 10030 + }, + { + "epoch": 5.89, + "learning_rate": 5.2945486518171164e-05, + "loss": 0.0013, + "step": 10040 + }, + { + "epoch": 5.89, + "learning_rate": 5.27989449003517e-05, + "loss": 0.0061, + "step": 10050 + }, + { + "epoch": 5.9, + "learning_rate": 5.2652403282532236e-05, + "loss": 0.0011, + "step": 10060 + }, + { + "epoch": 5.9, + "learning_rate": 5.2505861664712786e-05, + "loss": 0.006, + "step": 10070 + }, + { + "epoch": 5.91, + "learning_rate": 5.235932004689332e-05, + "loss": 0.0403, + "step": 10080 + }, + { + "epoch": 5.91, + "learning_rate": 5.221277842907386e-05, + "loss": 0.0032, + "step": 10090 + }, + { + "epoch": 5.92, + "learning_rate": 5.2066236811254396e-05, + "loss": 0.0005, + "step": 10100 + }, + { + "epoch": 5.92, + "eval_accuracy": 0.9602232078981257, + "eval_loss": 0.16248224675655365, + "eval_runtime": 131.0667, + "eval_samples_per_second": 53.324, + "eval_steps_per_second": 6.668, + "step": 10100 + }, + { + "epoch": 5.93, + "learning_rate": 5.191969519343494e-05, + "loss": 0.0019, + "step": 10110 + }, + { + "epoch": 5.93, + "learning_rate": 5.1773153575615475e-05, + "loss": 0.0451, + "step": 10120 + }, + { + "epoch": 5.94, + "learning_rate": 5.162661195779601e-05, + "loss": 0.0014, + "step": 10130 + }, + { + "epoch": 5.94, + "learning_rate": 5.148007033997656e-05, + "loss": 0.0277, + "step": 10140 + }, + { + "epoch": 5.95, + "learning_rate": 5.13335287221571e-05, + "loss": 0.0035, + "step": 10150 + }, + { + "epoch": 5.96, + "learning_rate": 5.1186987104337634e-05, + "loss": 0.0279, + "step": 10160 + }, + { + "epoch": 5.96, + "learning_rate": 5.104044548651817e-05, + "loss": 0.0056, + "step": 10170 + }, + { + "epoch": 5.97, + "learning_rate": 5.0893903868698714e-05, + "loss": 0.0394, + "step": 10180 + }, + { + "epoch": 5.97, + "learning_rate": 5.074736225087925e-05, + "loss": 0.0004, + "step": 10190 + }, + { + "epoch": 5.98, + "learning_rate": 5.060082063305979e-05, + "loss": 0.0277, + "step": 10200 + }, + { + "epoch": 5.98, + "eval_accuracy": 0.954643010444985, + "eval_loss": 0.1874370574951172, + "eval_runtime": 131.5111, + "eval_samples_per_second": 53.144, + "eval_steps_per_second": 6.646, + "step": 10200 + }, + { + "epoch": 5.98, + "learning_rate": 5.045427901524034e-05, + "loss": 0.0299, + "step": 10210 + }, + { + "epoch": 5.99, + "learning_rate": 5.030773739742087e-05, + "loss": 0.0515, + "step": 10220 + }, + { + "epoch": 6.0, + "learning_rate": 5.016119577960141e-05, + "loss": 0.012, + "step": 10230 + }, + { + "epoch": 6.0, + "learning_rate": 5.0014654161781946e-05, + "loss": 0.03, + "step": 10240 + }, + { + "epoch": 6.01, + "learning_rate": 4.986811254396249e-05, + "loss": 0.034, + "step": 10250 + }, + { + "epoch": 6.01, + "learning_rate": 4.972157092614303e-05, + "loss": 0.0016, + "step": 10260 + }, + { + "epoch": 6.02, + "learning_rate": 4.957502930832357e-05, + "loss": 0.002, + "step": 10270 + }, + { + "epoch": 6.03, + "learning_rate": 4.9428487690504105e-05, + "loss": 0.0127, + "step": 10280 + }, + { + "epoch": 6.03, + "learning_rate": 4.928194607268464e-05, + "loss": 0.0005, + "step": 10290 + }, + { + "epoch": 6.04, + "learning_rate": 4.9135404454865185e-05, + "loss": 0.0005, + "step": 10300 + }, + { + "epoch": 6.04, + "eval_accuracy": 0.9579338961224781, + "eval_loss": 0.17904821038246155, + "eval_runtime": 124.074, + "eval_samples_per_second": 56.329, + "eval_steps_per_second": 7.044, + "step": 10300 + }, + { + "epoch": 6.04, + "learning_rate": 4.898886283704572e-05, + "loss": 0.0161, + "step": 10310 + }, + { + "epoch": 6.05, + "learning_rate": 4.8842321219226264e-05, + "loss": 0.0216, + "step": 10320 + }, + { + "epoch": 6.06, + "learning_rate": 4.869577960140681e-05, + "loss": 0.0004, + "step": 10330 + }, + { + "epoch": 6.06, + "learning_rate": 4.8549237983587344e-05, + "loss": 0.0167, + "step": 10340 + }, + { + "epoch": 6.07, + "learning_rate": 4.840269636576788e-05, + "loss": 0.0005, + "step": 10350 + }, + { + "epoch": 6.07, + "learning_rate": 4.825615474794842e-05, + "loss": 0.0016, + "step": 10360 + }, + { + "epoch": 6.08, + "learning_rate": 4.810961313012896e-05, + "loss": 0.0022, + "step": 10370 + }, + { + "epoch": 6.08, + "learning_rate": 4.7963071512309496e-05, + "loss": 0.0044, + "step": 10380 + }, + { + "epoch": 6.09, + "learning_rate": 4.781652989449004e-05, + "loss": 0.0156, + "step": 10390 + }, + { + "epoch": 6.1, + "learning_rate": 4.7669988276670576e-05, + "loss": 0.0012, + "step": 10400 + }, + { + "epoch": 6.1, + "eval_accuracy": 0.9543568464730291, + "eval_loss": 0.1839716136455536, + "eval_runtime": 131.6659, + "eval_samples_per_second": 53.081, + "eval_steps_per_second": 6.638, + "step": 10400 + }, + { + "epoch": 6.1, + "learning_rate": 4.752344665885112e-05, + "loss": 0.0019, + "step": 10410 + }, + { + "epoch": 6.11, + "learning_rate": 4.7376905041031656e-05, + "loss": 0.0142, + "step": 10420 + }, + { + "epoch": 6.11, + "learning_rate": 4.723036342321219e-05, + "loss": 0.0005, + "step": 10430 + }, + { + "epoch": 6.12, + "learning_rate": 4.7083821805392735e-05, + "loss": 0.0003, + "step": 10440 + }, + { + "epoch": 6.13, + "learning_rate": 4.693728018757327e-05, + "loss": 0.0005, + "step": 10450 + }, + { + "epoch": 6.13, + "learning_rate": 4.679073856975381e-05, + "loss": 0.0018, + "step": 10460 + }, + { + "epoch": 6.14, + "learning_rate": 4.664419695193435e-05, + "loss": 0.0004, + "step": 10470 + }, + { + "epoch": 6.14, + "learning_rate": 4.6497655334114894e-05, + "loss": 0.0018, + "step": 10480 + }, + { + "epoch": 6.15, + "learning_rate": 4.635111371629543e-05, + "loss": 0.0024, + "step": 10490 + }, + { + "epoch": 6.15, + "learning_rate": 4.620457209847597e-05, + "loss": 0.0431, + "step": 10500 + }, + { + "epoch": 6.15, + "eval_accuracy": 0.962798683645729, + "eval_loss": 0.15711738169193268, + "eval_runtime": 124.0214, + "eval_samples_per_second": 56.353, + "eval_steps_per_second": 7.047, + "step": 10500 + }, + { + "epoch": 6.16, + "learning_rate": 4.605803048065651e-05, + "loss": 0.001, + "step": 10510 + }, + { + "epoch": 6.17, + "learning_rate": 4.591148886283705e-05, + "loss": 0.0012, + "step": 10520 + }, + { + "epoch": 6.17, + "learning_rate": 4.576494724501758e-05, + "loss": 0.009, + "step": 10530 + }, + { + "epoch": 6.18, + "learning_rate": 4.5618405627198126e-05, + "loss": 0.009, + "step": 10540 + }, + { + "epoch": 6.18, + "learning_rate": 4.547186400937867e-05, + "loss": 0.0005, + "step": 10550 + }, + { + "epoch": 6.19, + "learning_rate": 4.5325322391559206e-05, + "loss": 0.0025, + "step": 10560 + }, + { + "epoch": 6.2, + "learning_rate": 4.517878077373974e-05, + "loss": 0.0023, + "step": 10570 + }, + { + "epoch": 6.2, + "learning_rate": 4.5032239155920286e-05, + "loss": 0.001, + "step": 10580 + }, + { + "epoch": 6.21, + "learning_rate": 4.488569753810082e-05, + "loss": 0.0008, + "step": 10590 + }, + { + "epoch": 6.21, + "learning_rate": 4.473915592028136e-05, + "loss": 0.0332, + "step": 10600 + }, + { + "epoch": 6.21, + "eval_accuracy": 0.9590785520103019, + "eval_loss": 0.1598556488752365, + "eval_runtime": 131.1284, + "eval_samples_per_second": 53.299, + "eval_steps_per_second": 6.665, + "step": 10600 + }, + { + "epoch": 6.22, + "learning_rate": 4.45926143024619e-05, + "loss": 0.0019, + "step": 10610 + }, + { + "epoch": 6.23, + "learning_rate": 4.4446072684642445e-05, + "loss": 0.0019, + "step": 10620 + }, + { + "epoch": 6.23, + "learning_rate": 4.429953106682298e-05, + "loss": 0.0003, + "step": 10630 + }, + { + "epoch": 6.24, + "learning_rate": 4.415298944900352e-05, + "loss": 0.0005, + "step": 10640 + }, + { + "epoch": 6.24, + "learning_rate": 4.400644783118406e-05, + "loss": 0.0006, + "step": 10650 + }, + { + "epoch": 6.25, + "learning_rate": 4.38599062133646e-05, + "loss": 0.0003, + "step": 10660 + }, + { + "epoch": 6.25, + "learning_rate": 4.3713364595545134e-05, + "loss": 0.0005, + "step": 10670 + }, + { + "epoch": 6.26, + "learning_rate": 4.356682297772568e-05, + "loss": 0.0004, + "step": 10680 + }, + { + "epoch": 6.27, + "learning_rate": 4.342028135990622e-05, + "loss": 0.0023, + "step": 10690 + }, + { + "epoch": 6.27, + "learning_rate": 4.3273739742086756e-05, + "loss": 0.0014, + "step": 10700 + }, + { + "epoch": 6.27, + "eval_accuracy": 0.9632279296036629, + "eval_loss": 0.14932304620742798, + "eval_runtime": 124.5288, + "eval_samples_per_second": 56.124, + "eval_steps_per_second": 7.018, + "step": 10700 + }, + { + "epoch": 6.28, + "learning_rate": 4.312719812426729e-05, + "loss": 0.0007, + "step": 10710 + }, + { + "epoch": 6.28, + "learning_rate": 4.298065650644783e-05, + "loss": 0.0427, + "step": 10720 + }, + { + "epoch": 6.29, + "learning_rate": 4.283411488862837e-05, + "loss": 0.0014, + "step": 10730 + }, + { + "epoch": 6.3, + "learning_rate": 4.268757327080891e-05, + "loss": 0.0004, + "step": 10740 + }, + { + "epoch": 6.3, + "learning_rate": 4.254103165298945e-05, + "loss": 0.0003, + "step": 10750 + }, + { + "epoch": 6.31, + "learning_rate": 4.2394490035169995e-05, + "loss": 0.0003, + "step": 10760 + }, + { + "epoch": 6.31, + "learning_rate": 4.224794841735053e-05, + "loss": 0.0003, + "step": 10770 + }, + { + "epoch": 6.32, + "learning_rate": 4.210140679953107e-05, + "loss": 0.0006, + "step": 10780 + }, + { + "epoch": 6.32, + "learning_rate": 4.1954865181711604e-05, + "loss": 0.0008, + "step": 10790 + }, + { + "epoch": 6.33, + "learning_rate": 4.180832356389215e-05, + "loss": 0.0014, + "step": 10800 + }, + { + "epoch": 6.33, + "eval_accuracy": 0.9660895693232222, + "eval_loss": 0.13655245304107666, + "eval_runtime": 124.3673, + "eval_samples_per_second": 56.196, + "eval_steps_per_second": 7.028, + "step": 10800 + }, + { + "epoch": 6.34, + "learning_rate": 4.1661781946072684e-05, + "loss": 0.0002, + "step": 10810 + }, + { + "epoch": 6.34, + "learning_rate": 4.151524032825323e-05, + "loss": 0.0086, + "step": 10820 + }, + { + "epoch": 6.35, + "learning_rate": 4.136869871043377e-05, + "loss": 0.0008, + "step": 10830 + }, + { + "epoch": 6.35, + "learning_rate": 4.122215709261431e-05, + "loss": 0.0003, + "step": 10840 + }, + { + "epoch": 6.36, + "learning_rate": 4.107561547479484e-05, + "loss": 0.0005, + "step": 10850 + }, + { + "epoch": 6.37, + "learning_rate": 4.092907385697538e-05, + "loss": 0.004, + "step": 10860 + }, + { + "epoch": 6.37, + "learning_rate": 4.078253223915592e-05, + "loss": 0.0003, + "step": 10870 + }, + { + "epoch": 6.38, + "learning_rate": 4.063599062133646e-05, + "loss": 0.0004, + "step": 10880 + }, + { + "epoch": 6.38, + "learning_rate": 4.0489449003517e-05, + "loss": 0.0162, + "step": 10890 + }, + { + "epoch": 6.39, + "learning_rate": 4.0342907385697546e-05, + "loss": 0.0006, + "step": 10900 + }, + { + "epoch": 6.39, + "eval_accuracy": 0.9609386178280155, + "eval_loss": 0.15821775794029236, + "eval_runtime": 124.3428, + "eval_samples_per_second": 56.208, + "eval_steps_per_second": 7.029, + "step": 10900 + }, + { + "epoch": 6.4, + "learning_rate": 4.019636576787808e-05, + "loss": 0.0081, + "step": 10910 + }, + { + "epoch": 6.4, + "learning_rate": 4.004982415005862e-05, + "loss": 0.0006, + "step": 10920 + }, + { + "epoch": 6.41, + "learning_rate": 3.9903282532239155e-05, + "loss": 0.0112, + "step": 10930 + }, + { + "epoch": 6.41, + "learning_rate": 3.97567409144197e-05, + "loss": 0.0006, + "step": 10940 + }, + { + "epoch": 6.42, + "learning_rate": 3.9610199296600234e-05, + "loss": 0.003, + "step": 10950 + }, + { + "epoch": 6.42, + "learning_rate": 3.946365767878078e-05, + "loss": 0.0004, + "step": 10960 + }, + { + "epoch": 6.43, + "learning_rate": 3.931711606096132e-05, + "loss": 0.0004, + "step": 10970 + }, + { + "epoch": 6.44, + "learning_rate": 3.917057444314186e-05, + "loss": 0.0126, + "step": 10980 + }, + { + "epoch": 6.44, + "learning_rate": 3.9024032825322394e-05, + "loss": 0.0156, + "step": 10990 + }, + { + "epoch": 6.45, + "learning_rate": 3.887749120750293e-05, + "loss": 0.0005, + "step": 11000 + }, + { + "epoch": 6.45, + "eval_accuracy": 0.9589354700243239, + "eval_loss": 0.17037606239318848, + "eval_runtime": 124.3235, + "eval_samples_per_second": 56.216, + "eval_steps_per_second": 7.03, + "step": 11000 + }, + { + "epoch": 6.45, + "learning_rate": 3.873094958968347e-05, + "loss": 0.0109, + "step": 11010 + }, + { + "epoch": 6.46, + "learning_rate": 3.858440797186401e-05, + "loss": 0.0004, + "step": 11020 + }, + { + "epoch": 6.47, + "learning_rate": 3.8437866354044546e-05, + "loss": 0.0025, + "step": 11030 + }, + { + "epoch": 6.47, + "learning_rate": 3.829132473622509e-05, + "loss": 0.0095, + "step": 11040 + }, + { + "epoch": 6.48, + "learning_rate": 3.814478311840563e-05, + "loss": 0.0018, + "step": 11050 + }, + { + "epoch": 6.48, + "learning_rate": 3.799824150058617e-05, + "loss": 0.0005, + "step": 11060 + }, + { + "epoch": 6.49, + "learning_rate": 3.7851699882766705e-05, + "loss": 0.0004, + "step": 11070 + }, + { + "epoch": 6.49, + "learning_rate": 3.770515826494725e-05, + "loss": 0.0026, + "step": 11080 + }, + { + "epoch": 6.5, + "learning_rate": 3.7558616647127785e-05, + "loss": 0.0004, + "step": 11090 + }, + { + "epoch": 6.51, + "learning_rate": 3.741207502930832e-05, + "loss": 0.0004, + "step": 11100 + }, + { + "epoch": 6.51, + "eval_accuracy": 0.967091143225068, + "eval_loss": 0.1376296877861023, + "eval_runtime": 124.4558, + "eval_samples_per_second": 56.156, + "eval_steps_per_second": 7.023, + "step": 11100 + }, + { + "epoch": 6.51, + "learning_rate": 3.7265533411488864e-05, + "loss": 0.0029, + "step": 11110 + }, + { + "epoch": 6.52, + "learning_rate": 3.711899179366941e-05, + "loss": 0.0003, + "step": 11120 + }, + { + "epoch": 6.52, + "learning_rate": 3.6972450175849944e-05, + "loss": 0.0004, + "step": 11130 + }, + { + "epoch": 6.53, + "learning_rate": 3.682590855803048e-05, + "loss": 0.0011, + "step": 11140 + }, + { + "epoch": 6.54, + "learning_rate": 3.6679366940211024e-05, + "loss": 0.0066, + "step": 11150 + }, + { + "epoch": 6.54, + "learning_rate": 3.653282532239156e-05, + "loss": 0.0007, + "step": 11160 + }, + { + "epoch": 6.55, + "learning_rate": 3.6386283704572096e-05, + "loss": 0.0004, + "step": 11170 + }, + { + "epoch": 6.55, + "learning_rate": 3.623974208675264e-05, + "loss": 0.0008, + "step": 11180 + }, + { + "epoch": 6.56, + "learning_rate": 3.609320046893318e-05, + "loss": 0.0081, + "step": 11190 + }, + { + "epoch": 6.57, + "learning_rate": 3.594665885111372e-05, + "loss": 0.0755, + "step": 11200 + }, + { + "epoch": 6.57, + "eval_accuracy": 0.9653741593933324, + "eval_loss": 0.13746266067028046, + "eval_runtime": 124.8281, + "eval_samples_per_second": 55.989, + "eval_steps_per_second": 7.002, + "step": 11200 + }, + { + "epoch": 6.57, + "learning_rate": 3.5800117233294256e-05, + "loss": 0.0026, + "step": 11210 + }, + { + "epoch": 6.58, + "learning_rate": 3.56535756154748e-05, + "loss": 0.0048, + "step": 11220 + }, + { + "epoch": 6.58, + "learning_rate": 3.5507033997655335e-05, + "loss": 0.0016, + "step": 11230 + }, + { + "epoch": 6.59, + "learning_rate": 3.536049237983587e-05, + "loss": 0.0086, + "step": 11240 + }, + { + "epoch": 6.59, + "learning_rate": 3.5213950762016415e-05, + "loss": 0.0003, + "step": 11250 + }, + { + "epoch": 6.6, + "learning_rate": 3.506740914419696e-05, + "loss": 0.0003, + "step": 11260 + }, + { + "epoch": 6.61, + "learning_rate": 3.4920867526377494e-05, + "loss": 0.0004, + "step": 11270 + }, + { + "epoch": 6.61, + "learning_rate": 3.477432590855803e-05, + "loss": 0.0073, + "step": 11280 + }, + { + "epoch": 6.62, + "learning_rate": 3.4627784290738574e-05, + "loss": 0.0012, + "step": 11290 + }, + { + "epoch": 6.62, + "learning_rate": 3.448124267291911e-05, + "loss": 0.0002, + "step": 11300 + }, + { + "epoch": 6.62, + "eval_accuracy": 0.9660895693232222, + "eval_loss": 0.13609342277050018, + "eval_runtime": 124.5272, + "eval_samples_per_second": 56.124, + "eval_steps_per_second": 7.019, + "step": 11300 + }, + { + "epoch": 6.63, + "learning_rate": 3.433470105509965e-05, + "loss": 0.0062, + "step": 11310 + }, + { + "epoch": 6.64, + "learning_rate": 3.418815943728019e-05, + "loss": 0.0002, + "step": 11320 + }, + { + "epoch": 6.64, + "learning_rate": 3.404161781946073e-05, + "loss": 0.0002, + "step": 11330 + }, + { + "epoch": 6.65, + "learning_rate": 3.389507620164127e-05, + "loss": 0.0034, + "step": 11340 + }, + { + "epoch": 6.65, + "learning_rate": 3.3748534583821806e-05, + "loss": 0.0011, + "step": 11350 + }, + { + "epoch": 6.66, + "learning_rate": 3.360199296600234e-05, + "loss": 0.0111, + "step": 11360 + }, + { + "epoch": 6.66, + "learning_rate": 3.3455451348182886e-05, + "loss": 0.0009, + "step": 11370 + }, + { + "epoch": 6.67, + "learning_rate": 3.330890973036342e-05, + "loss": 0.0004, + "step": 11380 + }, + { + "epoch": 6.68, + "learning_rate": 3.3162368112543965e-05, + "loss": 0.0006, + "step": 11390 + }, + { + "epoch": 6.68, + "learning_rate": 3.301582649472451e-05, + "loss": 0.0006, + "step": 11400 + }, + { + "epoch": 6.68, + "eval_accuracy": 0.9675203891830019, + "eval_loss": 0.13233859837055206, + "eval_runtime": 131.4319, + "eval_samples_per_second": 53.176, + "eval_steps_per_second": 6.65, + "step": 11400 + }, + { + "epoch": 6.69, + "learning_rate": 3.2869284876905045e-05, + "loss": 0.0004, + "step": 11410 + }, + { + "epoch": 6.69, + "learning_rate": 3.272274325908558e-05, + "loss": 0.0003, + "step": 11420 + }, + { + "epoch": 6.7, + "learning_rate": 3.257620164126612e-05, + "loss": 0.0003, + "step": 11430 + }, + { + "epoch": 6.71, + "learning_rate": 3.242966002344666e-05, + "loss": 0.0009, + "step": 11440 + }, + { + "epoch": 6.71, + "learning_rate": 3.22831184056272e-05, + "loss": 0.0002, + "step": 11450 + }, + { + "epoch": 6.72, + "learning_rate": 3.213657678780774e-05, + "loss": 0.0179, + "step": 11460 + }, + { + "epoch": 6.72, + "learning_rate": 3.1990035169988284e-05, + "loss": 0.0016, + "step": 11470 + }, + { + "epoch": 6.73, + "learning_rate": 3.184349355216882e-05, + "loss": 0.005, + "step": 11480 + }, + { + "epoch": 6.74, + "learning_rate": 3.1696951934349356e-05, + "loss": 0.0003, + "step": 11490 + }, + { + "epoch": 6.74, + "learning_rate": 3.155041031652989e-05, + "loss": 0.0009, + "step": 11500 + }, + { + "epoch": 6.74, + "eval_accuracy": 0.9692373730147374, + "eval_loss": 0.1238512396812439, + "eval_runtime": 130.5049, + "eval_samples_per_second": 53.554, + "eval_steps_per_second": 6.697, + "step": 11500 + }, + { + "epoch": 6.75, + "learning_rate": 3.1403868698710436e-05, + "loss": 0.001, + "step": 11510 + }, + { + "epoch": 6.75, + "learning_rate": 3.125732708089097e-05, + "loss": 0.0003, + "step": 11520 + }, + { + "epoch": 6.76, + "learning_rate": 3.1110785463071516e-05, + "loss": 0.0002, + "step": 11530 + }, + { + "epoch": 6.76, + "learning_rate": 3.096424384525206e-05, + "loss": 0.0003, + "step": 11540 + }, + { + "epoch": 6.77, + "learning_rate": 3.0817702227432595e-05, + "loss": 0.0003, + "step": 11550 + }, + { + "epoch": 6.78, + "learning_rate": 3.067116060961313e-05, + "loss": 0.0003, + "step": 11560 + }, + { + "epoch": 6.78, + "learning_rate": 3.052461899179367e-05, + "loss": 0.0043, + "step": 11570 + }, + { + "epoch": 6.79, + "learning_rate": 3.037807737397421e-05, + "loss": 0.0011, + "step": 11580 + }, + { + "epoch": 6.79, + "learning_rate": 3.023153575615475e-05, + "loss": 0.0006, + "step": 11590 + }, + { + "epoch": 6.8, + "learning_rate": 3.0084994138335287e-05, + "loss": 0.0004, + "step": 11600 + }, + { + "epoch": 6.8, + "eval_accuracy": 0.963084847617685, + "eval_loss": 0.15142901241779327, + "eval_runtime": 122.8963, + "eval_samples_per_second": 56.869, + "eval_steps_per_second": 7.112, + "step": 11600 + }, + { + "epoch": 6.81, + "learning_rate": 2.993845252051583e-05, + "loss": 0.012, + "step": 11610 + }, + { + "epoch": 6.81, + "learning_rate": 2.9791910902696367e-05, + "loss": 0.0006, + "step": 11620 + }, + { + "epoch": 6.82, + "learning_rate": 2.9645369284876907e-05, + "loss": 0.0015, + "step": 11630 + }, + { + "epoch": 6.82, + "learning_rate": 2.9498827667057443e-05, + "loss": 0.039, + "step": 11640 + }, + { + "epoch": 6.83, + "learning_rate": 2.9352286049237986e-05, + "loss": 0.0045, + "step": 11650 + }, + { + "epoch": 6.83, + "learning_rate": 2.9205744431418526e-05, + "loss": 0.0043, + "step": 11660 + }, + { + "epoch": 6.84, + "learning_rate": 2.9059202813599063e-05, + "loss": 0.0008, + "step": 11670 + }, + { + "epoch": 6.85, + "learning_rate": 2.89126611957796e-05, + "loss": 0.0002, + "step": 11680 + }, + { + "epoch": 6.85, + "learning_rate": 2.8766119577960142e-05, + "loss": 0.0023, + "step": 11690 + }, + { + "epoch": 6.86, + "learning_rate": 2.8619577960140682e-05, + "loss": 0.0002, + "step": 11700 + }, + { + "epoch": 6.86, + "eval_accuracy": 0.9663757332951781, + "eval_loss": 0.1385500580072403, + "eval_runtime": 130.5226, + "eval_samples_per_second": 53.546, + "eval_steps_per_second": 6.696, + "step": 11700 + }, + { + "epoch": 6.86, + "learning_rate": 2.847303634232122e-05, + "loss": 0.0003, + "step": 11710 + }, + { + "epoch": 6.87, + "learning_rate": 2.832649472450176e-05, + "loss": 0.0006, + "step": 11720 + }, + { + "epoch": 6.88, + "learning_rate": 2.8179953106682298e-05, + "loss": 0.0004, + "step": 11730 + }, + { + "epoch": 6.88, + "learning_rate": 2.8033411488862838e-05, + "loss": 0.0003, + "step": 11740 + }, + { + "epoch": 6.89, + "learning_rate": 2.7886869871043374e-05, + "loss": 0.0017, + "step": 11750 + }, + { + "epoch": 6.89, + "learning_rate": 2.7740328253223917e-05, + "loss": 0.0002, + "step": 11760 + }, + { + "epoch": 6.9, + "learning_rate": 2.7593786635404457e-05, + "loss": 0.0034, + "step": 11770 + }, + { + "epoch": 6.91, + "learning_rate": 2.7447245017584994e-05, + "loss": 0.0002, + "step": 11780 + }, + { + "epoch": 6.91, + "learning_rate": 2.7300703399765537e-05, + "loss": 0.0006, + "step": 11790 + }, + { + "epoch": 6.92, + "learning_rate": 2.7154161781946073e-05, + "loss": 0.0004, + "step": 11800 + }, + { + "epoch": 6.92, + "eval_accuracy": 0.9659464873372442, + "eval_loss": 0.13676127791404724, + "eval_runtime": 131.3154, + "eval_samples_per_second": 53.223, + "eval_steps_per_second": 6.656, + "step": 11800 + }, + { + "epoch": 6.92, + "learning_rate": 2.7007620164126613e-05, + "loss": 0.0127, + "step": 11810 + }, + { + "epoch": 6.93, + "learning_rate": 2.686107854630715e-05, + "loss": 0.0004, + "step": 11820 + }, + { + "epoch": 6.93, + "learning_rate": 2.6714536928487693e-05, + "loss": 0.0002, + "step": 11830 + }, + { + "epoch": 6.94, + "learning_rate": 2.6567995310668232e-05, + "loss": 0.0004, + "step": 11840 + }, + { + "epoch": 6.95, + "learning_rate": 2.642145369284877e-05, + "loss": 0.0263, + "step": 11850 + }, + { + "epoch": 6.95, + "learning_rate": 2.6274912075029312e-05, + "loss": 0.0384, + "step": 11860 + }, + { + "epoch": 6.96, + "learning_rate": 2.612837045720985e-05, + "loss": 0.0003, + "step": 11870 + }, + { + "epoch": 6.96, + "learning_rate": 2.5981828839390388e-05, + "loss": 0.0005, + "step": 11880 + }, + { + "epoch": 6.97, + "learning_rate": 2.5835287221570925e-05, + "loss": 0.0003, + "step": 11890 + }, + { + "epoch": 6.98, + "learning_rate": 2.5688745603751468e-05, + "loss": 0.0004, + "step": 11900 + }, + { + "epoch": 6.98, + "eval_accuracy": 0.9683788810988696, + "eval_loss": 0.12763340771198273, + "eval_runtime": 123.1553, + "eval_samples_per_second": 56.749, + "eval_steps_per_second": 7.097, + "step": 11900 + }, + { + "epoch": 6.98, + "learning_rate": 2.5542203985932008e-05, + "loss": 0.0007, + "step": 11910 + }, + { + "epoch": 6.99, + "learning_rate": 2.5395662368112544e-05, + "loss": 0.0003, + "step": 11920 + }, + { + "epoch": 6.99, + "learning_rate": 2.5249120750293087e-05, + "loss": 0.0005, + "step": 11930 + }, + { + "epoch": 7.0, + "learning_rate": 2.5102579132473624e-05, + "loss": 0.0002, + "step": 11940 + }, + { + "epoch": 7.0, + "learning_rate": 2.4956037514654163e-05, + "loss": 0.0004, + "step": 11950 + }, + { + "epoch": 7.01, + "learning_rate": 2.4809495896834703e-05, + "loss": 0.0002, + "step": 11960 + }, + { + "epoch": 7.02, + "learning_rate": 2.466295427901524e-05, + "loss": 0.0003, + "step": 11970 + }, + { + "epoch": 7.02, + "learning_rate": 2.451641266119578e-05, + "loss": 0.0004, + "step": 11980 + }, + { + "epoch": 7.03, + "learning_rate": 2.436987104337632e-05, + "loss": 0.0002, + "step": 11990 + }, + { + "epoch": 7.03, + "learning_rate": 2.422332942555686e-05, + "loss": 0.0002, + "step": 12000 + }, + { + "epoch": 7.03, + "eval_accuracy": 0.9712405208184289, + "eval_loss": 0.117136649787426, + "eval_runtime": 130.5938, + "eval_samples_per_second": 53.517, + "eval_steps_per_second": 6.693, + "step": 12000 + }, + { + "epoch": 7.04, + "learning_rate": 2.40767878077374e-05, + "loss": 0.0015, + "step": 12010 + }, + { + "epoch": 7.05, + "learning_rate": 2.393024618991794e-05, + "loss": 0.0003, + "step": 12020 + }, + { + "epoch": 7.05, + "learning_rate": 2.378370457209848e-05, + "loss": 0.0002, + "step": 12030 + }, + { + "epoch": 7.06, + "learning_rate": 2.3637162954279015e-05, + "loss": 0.0002, + "step": 12040 + }, + { + "epoch": 7.06, + "learning_rate": 2.3490621336459555e-05, + "loss": 0.0004, + "step": 12050 + }, + { + "epoch": 7.07, + "learning_rate": 2.3344079718640094e-05, + "loss": 0.0002, + "step": 12060 + }, + { + "epoch": 7.08, + "learning_rate": 2.3197538100820634e-05, + "loss": 0.0002, + "step": 12070 + }, + { + "epoch": 7.08, + "learning_rate": 2.305099648300117e-05, + "loss": 0.0002, + "step": 12080 + }, + { + "epoch": 7.09, + "learning_rate": 2.2904454865181714e-05, + "loss": 0.0003, + "step": 12090 + }, + { + "epoch": 7.09, + "learning_rate": 2.2757913247362254e-05, + "loss": 0.0002, + "step": 12100 + }, + { + "epoch": 7.09, + "eval_accuracy": 0.971097438832451, + "eval_loss": 0.11417105048894882, + "eval_runtime": 124.1945, + "eval_samples_per_second": 56.275, + "eval_steps_per_second": 7.037, + "step": 12100 + }, + { + "epoch": 7.1, + "learning_rate": 2.261137162954279e-05, + "loss": 0.0001, + "step": 12110 + }, + { + "epoch": 7.1, + "learning_rate": 2.246483001172333e-05, + "loss": 0.0002, + "step": 12120 + }, + { + "epoch": 7.11, + "learning_rate": 2.231828839390387e-05, + "loss": 0.0002, + "step": 12130 + }, + { + "epoch": 7.12, + "learning_rate": 2.217174677608441e-05, + "loss": 0.0002, + "step": 12140 + }, + { + "epoch": 7.12, + "learning_rate": 2.2025205158264946e-05, + "loss": 0.0023, + "step": 12150 + }, + { + "epoch": 7.13, + "learning_rate": 2.187866354044549e-05, + "loss": 0.0002, + "step": 12160 + }, + { + "epoch": 7.13, + "learning_rate": 2.173212192262603e-05, + "loss": 0.0002, + "step": 12170 + }, + { + "epoch": 7.14, + "learning_rate": 2.1585580304806565e-05, + "loss": 0.0002, + "step": 12180 + }, + { + "epoch": 7.15, + "learning_rate": 2.1439038686987105e-05, + "loss": 0.0001, + "step": 12190 + }, + { + "epoch": 7.15, + "learning_rate": 2.1292497069167645e-05, + "loss": 0.0001, + "step": 12200 + }, + { + "epoch": 7.15, + "eval_accuracy": 0.9726713406782086, + "eval_loss": 0.11834342777729034, + "eval_runtime": 124.7545, + "eval_samples_per_second": 56.022, + "eval_steps_per_second": 7.006, + "step": 12200 + }, + { + "epoch": 7.16, + "learning_rate": 2.1145955451348185e-05, + "loss": 0.0003, + "step": 12210 + }, + { + "epoch": 7.16, + "learning_rate": 2.099941383352872e-05, + "loss": 0.0002, + "step": 12220 + }, + { + "epoch": 7.17, + "learning_rate": 2.0852872215709264e-05, + "loss": 0.0002, + "step": 12230 + }, + { + "epoch": 7.17, + "learning_rate": 2.07063305978898e-05, + "loss": 0.0002, + "step": 12240 + }, + { + "epoch": 7.18, + "learning_rate": 2.055978898007034e-05, + "loss": 0.0002, + "step": 12250 + }, + { + "epoch": 7.19, + "learning_rate": 2.041324736225088e-05, + "loss": 0.0002, + "step": 12260 + }, + { + "epoch": 7.19, + "learning_rate": 2.026670574443142e-05, + "loss": 0.0002, + "step": 12270 + }, + { + "epoch": 7.2, + "learning_rate": 2.012016412661196e-05, + "loss": 0.0002, + "step": 12280 + }, + { + "epoch": 7.2, + "learning_rate": 1.9973622508792496e-05, + "loss": 0.0002, + "step": 12290 + }, + { + "epoch": 7.21, + "learning_rate": 1.9827080890973036e-05, + "loss": 0.0002, + "step": 12300 + }, + { + "epoch": 7.21, + "eval_accuracy": 0.9732436686221205, + "eval_loss": 0.1166636124253273, + "eval_runtime": 124.5811, + "eval_samples_per_second": 56.1, + "eval_steps_per_second": 7.016, + "step": 12300 + }, + { + "epoch": 7.22, + "learning_rate": 1.9680539273153576e-05, + "loss": 0.0002, + "step": 12310 + }, + { + "epoch": 7.22, + "learning_rate": 1.9533997655334116e-05, + "loss": 0.0002, + "step": 12320 + }, + { + "epoch": 7.23, + "learning_rate": 1.9387456037514655e-05, + "loss": 0.0002, + "step": 12330 + }, + { + "epoch": 7.23, + "learning_rate": 1.9240914419695195e-05, + "loss": 0.0002, + "step": 12340 + }, + { + "epoch": 7.24, + "learning_rate": 1.9094372801875735e-05, + "loss": 0.0002, + "step": 12350 + }, + { + "epoch": 7.25, + "learning_rate": 1.894783118405627e-05, + "loss": 0.0002, + "step": 12360 + }, + { + "epoch": 7.25, + "learning_rate": 1.880128956623681e-05, + "loss": 0.0002, + "step": 12370 + }, + { + "epoch": 7.26, + "learning_rate": 1.865474794841735e-05, + "loss": 0.0002, + "step": 12380 + }, + { + "epoch": 7.26, + "learning_rate": 1.850820633059789e-05, + "loss": 0.0002, + "step": 12390 + }, + { + "epoch": 7.27, + "learning_rate": 1.8361664712778427e-05, + "loss": 0.0002, + "step": 12400 + }, + { + "epoch": 7.27, + "eval_accuracy": 0.9736729145800543, + "eval_loss": 0.11427531391382217, + "eval_runtime": 123.7156, + "eval_samples_per_second": 56.492, + "eval_steps_per_second": 7.065, + "step": 12400 + }, + { + "epoch": 7.27, + "learning_rate": 1.821512309495897e-05, + "loss": 0.0003, + "step": 12410 + }, + { + "epoch": 7.28, + "learning_rate": 1.806858147713951e-05, + "loss": 0.0002, + "step": 12420 + }, + { + "epoch": 7.29, + "learning_rate": 1.7922039859320047e-05, + "loss": 0.0002, + "step": 12430 + }, + { + "epoch": 7.29, + "learning_rate": 1.7775498241500586e-05, + "loss": 0.0002, + "step": 12440 + }, + { + "epoch": 7.3, + "learning_rate": 1.7628956623681126e-05, + "loss": 0.0003, + "step": 12450 + }, + { + "epoch": 7.3, + "learning_rate": 1.7482415005861666e-05, + "loss": 0.0002, + "step": 12460 + }, + { + "epoch": 7.31, + "learning_rate": 1.7335873388042202e-05, + "loss": 0.0002, + "step": 12470 + }, + { + "epoch": 7.32, + "learning_rate": 1.7189331770222746e-05, + "loss": 0.0001, + "step": 12480 + }, + { + "epoch": 7.32, + "learning_rate": 1.7042790152403285e-05, + "loss": 0.0002, + "step": 12490 + }, + { + "epoch": 7.33, + "learning_rate": 1.6896248534583822e-05, + "loss": 0.0001, + "step": 12500 + }, + { + "epoch": 7.33, + "eval_accuracy": 0.9736729145800543, + "eval_loss": 0.11291757225990295, + "eval_runtime": 131.3202, + "eval_samples_per_second": 53.221, + "eval_steps_per_second": 6.655, + "step": 12500 + }, + { + "epoch": 7.33, + "learning_rate": 1.674970691676436e-05, + "loss": 0.0002, + "step": 12510 + }, + { + "epoch": 7.34, + "learning_rate": 1.66031652989449e-05, + "loss": 0.0002, + "step": 12520 + }, + { + "epoch": 7.34, + "learning_rate": 1.645662368112544e-05, + "loss": 0.0002, + "step": 12530 + }, + { + "epoch": 7.35, + "learning_rate": 1.6310082063305978e-05, + "loss": 0.0002, + "step": 12540 + }, + { + "epoch": 7.36, + "learning_rate": 1.6163540445486517e-05, + "loss": 0.0002, + "step": 12550 + }, + { + "epoch": 7.36, + "learning_rate": 1.6016998827667057e-05, + "loss": 0.0002, + "step": 12560 + }, + { + "epoch": 7.37, + "learning_rate": 1.5870457209847597e-05, + "loss": 0.0002, + "step": 12570 + }, + { + "epoch": 7.37, + "learning_rate": 1.5723915592028137e-05, + "loss": 0.0002, + "step": 12580 + }, + { + "epoch": 7.38, + "learning_rate": 1.5577373974208677e-05, + "loss": 0.0002, + "step": 12590 + }, + { + "epoch": 7.39, + "learning_rate": 1.5430832356389216e-05, + "loss": 0.0002, + "step": 12600 + }, + { + "epoch": 7.39, + "eval_accuracy": 0.9742452425239663, + "eval_loss": 0.11156066507101059, + "eval_runtime": 131.1872, + "eval_samples_per_second": 53.275, + "eval_steps_per_second": 6.662, + "step": 12600 + }, + { + "epoch": 7.39, + "learning_rate": 1.5284290738569753e-05, + "loss": 0.0002, + "step": 12610 + }, + { + "epoch": 7.4, + "learning_rate": 1.5137749120750294e-05, + "loss": 0.0016, + "step": 12620 + }, + { + "epoch": 7.4, + "learning_rate": 1.4991207502930832e-05, + "loss": 0.0002, + "step": 12630 + }, + { + "epoch": 7.41, + "learning_rate": 1.4844665885111372e-05, + "loss": 0.0003, + "step": 12640 + }, + { + "epoch": 7.42, + "learning_rate": 1.4698124267291912e-05, + "loss": 0.0002, + "step": 12650 + }, + { + "epoch": 7.42, + "learning_rate": 1.455158264947245e-05, + "loss": 0.0001, + "step": 12660 + }, + { + "epoch": 7.43, + "learning_rate": 1.4405041031652992e-05, + "loss": 0.0001, + "step": 12670 + }, + { + "epoch": 7.43, + "learning_rate": 1.4258499413833528e-05, + "loss": 0.0002, + "step": 12680 + }, + { + "epoch": 7.44, + "learning_rate": 1.411195779601407e-05, + "loss": 0.0002, + "step": 12690 + }, + { + "epoch": 7.44, + "learning_rate": 1.3965416178194608e-05, + "loss": 0.0002, + "step": 12700 + }, + { + "epoch": 7.44, + "eval_accuracy": 0.9745314064959222, + "eval_loss": 0.11262710392475128, + "eval_runtime": 131.0803, + "eval_samples_per_second": 53.318, + "eval_steps_per_second": 6.668, + "step": 12700 + }, + { + "epoch": 7.45, + "learning_rate": 1.3818874560375147e-05, + "loss": 0.0002, + "step": 12710 + }, + { + "epoch": 7.46, + "learning_rate": 1.3672332942555686e-05, + "loss": 0.0002, + "step": 12720 + }, + { + "epoch": 7.46, + "learning_rate": 1.3525791324736225e-05, + "loss": 0.0002, + "step": 12730 + }, + { + "epoch": 7.47, + "learning_rate": 1.3379249706916767e-05, + "loss": 0.0002, + "step": 12740 + }, + { + "epoch": 7.47, + "learning_rate": 1.3232708089097303e-05, + "loss": 0.0002, + "step": 12750 + }, + { + "epoch": 7.48, + "learning_rate": 1.3086166471277845e-05, + "loss": 0.0002, + "step": 12760 + }, + { + "epoch": 7.49, + "learning_rate": 1.2939624853458381e-05, + "loss": 0.0002, + "step": 12770 + }, + { + "epoch": 7.49, + "learning_rate": 1.2793083235638923e-05, + "loss": 0.0002, + "step": 12780 + }, + { + "epoch": 7.5, + "learning_rate": 1.264654161781946e-05, + "loss": 0.0002, + "step": 12790 + }, + { + "epoch": 7.5, + "learning_rate": 1.25e-05, + "loss": 0.0002, + "step": 12800 + }, + { + "epoch": 7.5, + "eval_accuracy": 0.9748175704678781, + "eval_loss": 0.11113562434911728, + "eval_runtime": 131.633, + "eval_samples_per_second": 53.095, + "eval_steps_per_second": 6.64, + "step": 12800 + }, + { + "epoch": 7.51, + "learning_rate": 1.235345838218054e-05, + "loss": 0.0002, + "step": 12810 + }, + { + "epoch": 7.51, + "learning_rate": 1.2206916764361079e-05, + "loss": 0.0001, + "step": 12820 + }, + { + "epoch": 7.52, + "learning_rate": 1.2060375146541618e-05, + "loss": 0.0002, + "step": 12830 + }, + { + "epoch": 7.53, + "learning_rate": 1.1913833528722158e-05, + "loss": 0.0002, + "step": 12840 + }, + { + "epoch": 7.53, + "learning_rate": 1.1767291910902698e-05, + "loss": 0.0002, + "step": 12850 + }, + { + "epoch": 7.54, + "learning_rate": 1.1620750293083236e-05, + "loss": 0.0001, + "step": 12860 + }, + { + "epoch": 7.54, + "learning_rate": 1.1474208675263776e-05, + "loss": 0.0001, + "step": 12870 + }, + { + "epoch": 7.55, + "learning_rate": 1.1327667057444314e-05, + "loss": 0.0002, + "step": 12880 + }, + { + "epoch": 7.56, + "learning_rate": 1.1181125439624854e-05, + "loss": 0.0001, + "step": 12890 + }, + { + "epoch": 7.56, + "learning_rate": 1.1034583821805394e-05, + "loss": 0.0002, + "step": 12900 + }, + { + "epoch": 7.56, + "eval_accuracy": 0.9746744884819001, + "eval_loss": 0.11020047217607498, + "eval_runtime": 130.4666, + "eval_samples_per_second": 53.569, + "eval_steps_per_second": 6.699, + "step": 12900 + }, + { + "epoch": 7.57, + "learning_rate": 1.0888042203985932e-05, + "loss": 0.0002, + "step": 12910 + }, + { + "epoch": 7.57, + "learning_rate": 1.0741500586166473e-05, + "loss": 0.0002, + "step": 12920 + }, + { + "epoch": 7.58, + "learning_rate": 1.0594958968347011e-05, + "loss": 0.0002, + "step": 12930 + }, + { + "epoch": 7.58, + "learning_rate": 1.0448417350527551e-05, + "loss": 0.0001, + "step": 12940 + }, + { + "epoch": 7.59, + "learning_rate": 1.0301875732708089e-05, + "loss": 0.0001, + "step": 12950 + }, + { + "epoch": 7.6, + "learning_rate": 1.0155334114888629e-05, + "loss": 0.0002, + "step": 12960 + }, + { + "epoch": 7.6, + "learning_rate": 1.0008792497069169e-05, + "loss": 0.0001, + "step": 12970 + }, + { + "epoch": 7.61, + "learning_rate": 9.862250879249707e-06, + "loss": 0.0002, + "step": 12980 + }, + { + "epoch": 7.61, + "learning_rate": 9.715709261430247e-06, + "loss": 0.0002, + "step": 12990 + }, + { + "epoch": 7.62, + "learning_rate": 9.569167643610786e-06, + "loss": 0.0001, + "step": 13000 + }, + { + "epoch": 7.62, + "eval_accuracy": 0.9746744884819001, + "eval_loss": 0.10937321931123734, + "eval_runtime": 130.3281, + "eval_samples_per_second": 53.626, + "eval_steps_per_second": 6.706, + "step": 13000 + }, + { + "epoch": 7.63, + "learning_rate": 9.422626025791326e-06, + "loss": 0.0001, + "step": 13010 + }, + { + "epoch": 7.63, + "learning_rate": 9.276084407971864e-06, + "loss": 0.0002, + "step": 13020 + }, + { + "epoch": 7.64, + "learning_rate": 9.129542790152404e-06, + "loss": 0.0001, + "step": 13030 + }, + { + "epoch": 7.64, + "learning_rate": 8.983001172332942e-06, + "loss": 0.0002, + "step": 13040 + }, + { + "epoch": 7.65, + "learning_rate": 8.836459554513482e-06, + "loss": 0.0002, + "step": 13050 + }, + { + "epoch": 7.66, + "learning_rate": 8.689917936694022e-06, + "loss": 0.0002, + "step": 13060 + }, + { + "epoch": 7.66, + "learning_rate": 8.54337631887456e-06, + "loss": 0.0001, + "step": 13070 + }, + { + "epoch": 7.67, + "learning_rate": 8.396834701055101e-06, + "loss": 0.0001, + "step": 13080 + }, + { + "epoch": 7.67, + "learning_rate": 8.25029308323564e-06, + "loss": 0.0053, + "step": 13090 + }, + { + "epoch": 7.68, + "learning_rate": 8.10375146541618e-06, + "loss": 0.0001, + "step": 13100 + }, + { + "epoch": 7.68, + "eval_accuracy": 0.9742452425239663, + "eval_loss": 0.10856575518846512, + "eval_runtime": 124.665, + "eval_samples_per_second": 56.062, + "eval_steps_per_second": 7.011, + "step": 13100 + }, + { + "epoch": 7.68, + "learning_rate": 7.957209847596717e-06, + "loss": 0.0002, + "step": 13110 + }, + { + "epoch": 7.69, + "learning_rate": 7.810668229777257e-06, + "loss": 0.0001, + "step": 13120 + }, + { + "epoch": 7.7, + "learning_rate": 7.664126611957797e-06, + "loss": 0.0002, + "step": 13130 + }, + { + "epoch": 7.7, + "learning_rate": 7.517584994138335e-06, + "loss": 0.0001, + "step": 13140 + }, + { + "epoch": 7.71, + "learning_rate": 7.371043376318874e-06, + "loss": 0.0002, + "step": 13150 + }, + { + "epoch": 7.71, + "learning_rate": 7.224501758499415e-06, + "loss": 0.0002, + "step": 13160 + }, + { + "epoch": 7.72, + "learning_rate": 7.077960140679954e-06, + "loss": 0.0002, + "step": 13170 + }, + { + "epoch": 7.73, + "learning_rate": 6.9314185228604935e-06, + "loss": 0.0002, + "step": 13180 + }, + { + "epoch": 7.73, + "learning_rate": 6.784876905041032e-06, + "loss": 0.0003, + "step": 13190 + }, + { + "epoch": 7.74, + "learning_rate": 6.638335287221571e-06, + "loss": 0.0001, + "step": 13200 + }, + { + "epoch": 7.74, + "eval_accuracy": 0.9748175704678781, + "eval_loss": 0.10791758447885513, + "eval_runtime": 132.0225, + "eval_samples_per_second": 52.938, + "eval_steps_per_second": 6.62, + "step": 13200 + }, + { + "epoch": 7.74, + "learning_rate": 6.49179366940211e-06, + "loss": 0.0002, + "step": 13210 + }, + { + "epoch": 7.75, + "learning_rate": 6.345252051582649e-06, + "loss": 0.0002, + "step": 13220 + }, + { + "epoch": 7.75, + "learning_rate": 6.198710433763189e-06, + "loss": 0.0002, + "step": 13230 + }, + { + "epoch": 7.76, + "learning_rate": 6.052168815943728e-06, + "loss": 0.0002, + "step": 13240 + }, + { + "epoch": 7.77, + "learning_rate": 5.905627198124267e-06, + "loss": 0.0002, + "step": 13250 + }, + { + "epoch": 7.77, + "learning_rate": 5.759085580304807e-06, + "loss": 0.0002, + "step": 13260 + }, + { + "epoch": 7.78, + "learning_rate": 5.6125439624853466e-06, + "loss": 0.0001, + "step": 13270 + }, + { + "epoch": 7.78, + "learning_rate": 5.4660023446658855e-06, + "loss": 0.0001, + "step": 13280 + }, + { + "epoch": 7.79, + "learning_rate": 5.3194607268464245e-06, + "loss": 0.0002, + "step": 13290 + }, + { + "epoch": 7.8, + "learning_rate": 5.172919109026964e-06, + "loss": 0.0002, + "step": 13300 + }, + { + "epoch": 7.8, + "eval_accuracy": 0.9753898984117899, + "eval_loss": 0.10622181743383408, + "eval_runtime": 131.5367, + "eval_samples_per_second": 53.133, + "eval_steps_per_second": 6.645, + "step": 13300 + }, + { + "epoch": 7.8, + "learning_rate": 5.026377491207503e-06, + "loss": 0.0002, + "step": 13310 + }, + { + "epoch": 7.81, + "learning_rate": 4.879835873388042e-06, + "loss": 0.0002, + "step": 13320 + }, + { + "epoch": 7.81, + "learning_rate": 4.733294255568581e-06, + "loss": 0.0001, + "step": 13330 + }, + { + "epoch": 7.82, + "learning_rate": 4.586752637749121e-06, + "loss": 0.0009, + "step": 13340 + }, + { + "epoch": 7.83, + "learning_rate": 4.440211019929661e-06, + "loss": 0.0001, + "step": 13350 + }, + { + "epoch": 7.83, + "learning_rate": 4.2936694021102e-06, + "loss": 0.0002, + "step": 13360 + }, + { + "epoch": 7.84, + "learning_rate": 4.147127784290739e-06, + "loss": 0.0001, + "step": 13370 + }, + { + "epoch": 7.84, + "learning_rate": 4.000586166471278e-06, + "loss": 0.0002, + "step": 13380 + }, + { + "epoch": 7.85, + "learning_rate": 3.854044548651817e-06, + "loss": 0.0002, + "step": 13390 + }, + { + "epoch": 7.85, + "learning_rate": 3.7075029308323567e-06, + "loss": 0.0002, + "step": 13400 + }, + { + "epoch": 7.85, + "eval_accuracy": 0.9756760623837459, + "eval_loss": 0.1067742183804512, + "eval_runtime": 131.3503, + "eval_samples_per_second": 53.209, + "eval_steps_per_second": 6.654, + "step": 13400 + }, + { + "epoch": 7.86, + "learning_rate": 3.5609613130128957e-06, + "loss": 0.0002, + "step": 13410 + }, + { + "epoch": 7.87, + "learning_rate": 3.4144196951934355e-06, + "loss": 0.0001, + "step": 13420 + }, + { + "epoch": 7.87, + "learning_rate": 3.2678780773739744e-06, + "loss": 0.0002, + "step": 13430 + }, + { + "epoch": 7.88, + "learning_rate": 3.1213364595545134e-06, + "loss": 0.0002, + "step": 13440 + }, + { + "epoch": 7.88, + "learning_rate": 2.974794841735053e-06, + "loss": 0.0002, + "step": 13450 + }, + { + "epoch": 7.89, + "learning_rate": 2.828253223915592e-06, + "loss": 0.0007, + "step": 13460 + }, + { + "epoch": 7.9, + "learning_rate": 2.6817116060961315e-06, + "loss": 0.0008, + "step": 13470 + }, + { + "epoch": 7.9, + "learning_rate": 2.5351699882766705e-06, + "loss": 0.0001, + "step": 13480 + }, + { + "epoch": 7.91, + "learning_rate": 2.3886283704572103e-06, + "loss": 0.0001, + "step": 13490 + }, + { + "epoch": 7.91, + "learning_rate": 2.2420867526377492e-06, + "loss": 0.0001, + "step": 13500 + }, + { + "epoch": 7.91, + "eval_accuracy": 0.9762483903276578, + "eval_loss": 0.10610503703355789, + "eval_runtime": 132.8087, + "eval_samples_per_second": 52.625, + "eval_steps_per_second": 6.581, + "step": 13500 + }, + { + "epoch": 7.92, + "learning_rate": 2.0955451348182886e-06, + "loss": 0.0004, + "step": 13510 + }, + { + "epoch": 7.92, + "learning_rate": 1.9490035169988275e-06, + "loss": 0.0002, + "step": 13520 + }, + { + "epoch": 7.93, + "learning_rate": 1.8024618991793671e-06, + "loss": 0.0002, + "step": 13530 + }, + { + "epoch": 7.94, + "learning_rate": 1.6559202813599063e-06, + "loss": 0.0002, + "step": 13540 + }, + { + "epoch": 7.94, + "learning_rate": 1.5093786635404455e-06, + "loss": 0.0001, + "step": 13550 + }, + { + "epoch": 7.95, + "learning_rate": 1.3628370457209848e-06, + "loss": 0.0002, + "step": 13560 + }, + { + "epoch": 7.95, + "learning_rate": 1.216295427901524e-06, + "loss": 0.0002, + "step": 13570 + }, + { + "epoch": 7.96, + "learning_rate": 1.0697538100820634e-06, + "loss": 0.0001, + "step": 13580 + }, + { + "epoch": 7.97, + "learning_rate": 9.232121922626025e-07, + "loss": 0.0002, + "step": 13590 + }, + { + "epoch": 7.97, + "learning_rate": 7.766705744431419e-07, + "loss": 0.0001, + "step": 13600 + }, + { + "epoch": 7.97, + "eval_accuracy": 0.9761053083416797, + "eval_loss": 0.10603297501802444, + "eval_runtime": 131.2027, + "eval_samples_per_second": 53.269, + "eval_steps_per_second": 6.661, + "step": 13600 + }, + { + "epoch": 7.98, + "learning_rate": 6.301289566236812e-07, + "loss": 0.0001, + "step": 13610 + }, + { + "epoch": 7.98, + "learning_rate": 4.835873388042204e-07, + "loss": 0.0003, + "step": 13620 + }, + { + "epoch": 7.99, + "learning_rate": 3.3704572098475966e-07, + "loss": 0.0002, + "step": 13630 + }, + { + "epoch": 8.0, + "learning_rate": 1.9050410316529896e-07, + "loss": 0.0001, + "step": 13640 + }, + { + "epoch": 8.0, + "step": 13648, + "total_flos": 1.6940961703140508e+19, + "train_loss": 0.3000723277693496, + "train_runtime": 26821.1431, + "train_samples_per_second": 8.14, + "train_steps_per_second": 0.509 + } + ], + "max_steps": 13648, + "num_train_epochs": 8, + "total_flos": 1.6940961703140508e+19, + "trial_name": null, + "trial_params": null +}