|
{ |
|
"best_metric": 0.4137542277339346, |
|
"best_model_checkpoint": "resnet-50-finetuned-galaxy10-decals/checkpoint-1122", |
|
"epoch": 9.939879759519037, |
|
"eval_steps": 500, |
|
"global_step": 1240, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.08016032064128256, |
|
"grad_norm": 0.5629293918609619, |
|
"learning_rate": 1.9838709677419358e-05, |
|
"loss": 2.3002, |
|
"step": 10 |
|
}, |
|
{ |
|
"epoch": 0.16032064128256512, |
|
"grad_norm": 0.6315276026725769, |
|
"learning_rate": 1.967741935483871e-05, |
|
"loss": 2.2945, |
|
"step": 20 |
|
}, |
|
{ |
|
"epoch": 0.24048096192384769, |
|
"grad_norm": 0.6637193560600281, |
|
"learning_rate": 1.9516129032258068e-05, |
|
"loss": 2.2901, |
|
"step": 30 |
|
}, |
|
{ |
|
"epoch": 0.32064128256513025, |
|
"grad_norm": 0.6203126907348633, |
|
"learning_rate": 1.935483870967742e-05, |
|
"loss": 2.2838, |
|
"step": 40 |
|
}, |
|
{ |
|
"epoch": 0.40080160320641284, |
|
"grad_norm": 0.7069018483161926, |
|
"learning_rate": 1.9193548387096777e-05, |
|
"loss": 2.2765, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 0.48096192384769537, |
|
"grad_norm": 0.6753049492835999, |
|
"learning_rate": 1.903225806451613e-05, |
|
"loss": 2.2719, |
|
"step": 60 |
|
}, |
|
{ |
|
"epoch": 0.561122244488978, |
|
"grad_norm": 0.7277663946151733, |
|
"learning_rate": 1.8870967741935487e-05, |
|
"loss": 2.2691, |
|
"step": 70 |
|
}, |
|
{ |
|
"epoch": 0.6412825651302605, |
|
"grad_norm": 0.6369321346282959, |
|
"learning_rate": 1.870967741935484e-05, |
|
"loss": 2.2662, |
|
"step": 80 |
|
}, |
|
{ |
|
"epoch": 0.7214428857715431, |
|
"grad_norm": 0.9763292074203491, |
|
"learning_rate": 1.8548387096774193e-05, |
|
"loss": 2.2536, |
|
"step": 90 |
|
}, |
|
{ |
|
"epoch": 0.8016032064128257, |
|
"grad_norm": 0.7406184077262878, |
|
"learning_rate": 1.838709677419355e-05, |
|
"loss": 2.2497, |
|
"step": 100 |
|
}, |
|
{ |
|
"epoch": 0.8817635270541082, |
|
"grad_norm": 0.7439438700675964, |
|
"learning_rate": 1.8225806451612903e-05, |
|
"loss": 2.2429, |
|
"step": 110 |
|
}, |
|
{ |
|
"epoch": 0.9619238476953907, |
|
"grad_norm": 0.772075891494751, |
|
"learning_rate": 1.806451612903226e-05, |
|
"loss": 2.2417, |
|
"step": 120 |
|
}, |
|
{ |
|
"epoch": 0.9939879759519038, |
|
"eval_accuracy": 0.23731679819616686, |
|
"eval_f1": 0.10768730389550502, |
|
"eval_loss": 2.2265095710754395, |
|
"eval_precision": 0.06968947596402092, |
|
"eval_recall": 0.23731679819616686, |
|
"eval_runtime": 10.4766, |
|
"eval_samples_per_second": 169.33, |
|
"eval_steps_per_second": 5.345, |
|
"step": 124 |
|
}, |
|
{ |
|
"epoch": 1.0420841683366733, |
|
"grad_norm": 0.690293550491333, |
|
"learning_rate": 1.7903225806451612e-05, |
|
"loss": 2.2289, |
|
"step": 130 |
|
}, |
|
{ |
|
"epoch": 1.122244488977956, |
|
"grad_norm": 0.9022379517555237, |
|
"learning_rate": 1.774193548387097e-05, |
|
"loss": 2.2309, |
|
"step": 140 |
|
}, |
|
{ |
|
"epoch": 1.2024048096192386, |
|
"grad_norm": 0.8783809542655945, |
|
"learning_rate": 1.7580645161290325e-05, |
|
"loss": 2.2224, |
|
"step": 150 |
|
}, |
|
{ |
|
"epoch": 1.282565130260521, |
|
"grad_norm": 0.7563625574111938, |
|
"learning_rate": 1.741935483870968e-05, |
|
"loss": 2.2067, |
|
"step": 160 |
|
}, |
|
{ |
|
"epoch": 1.3627254509018036, |
|
"grad_norm": 0.7573732137680054, |
|
"learning_rate": 1.7258064516129035e-05, |
|
"loss": 2.2092, |
|
"step": 170 |
|
}, |
|
{ |
|
"epoch": 1.4428857715430863, |
|
"grad_norm": 0.6887681484222412, |
|
"learning_rate": 1.7096774193548388e-05, |
|
"loss": 2.1874, |
|
"step": 180 |
|
}, |
|
{ |
|
"epoch": 1.5230460921843687, |
|
"grad_norm": 0.8253772854804993, |
|
"learning_rate": 1.6935483870967744e-05, |
|
"loss": 2.1956, |
|
"step": 190 |
|
}, |
|
{ |
|
"epoch": 1.6032064128256514, |
|
"grad_norm": 0.930928647518158, |
|
"learning_rate": 1.6774193548387098e-05, |
|
"loss": 2.188, |
|
"step": 200 |
|
}, |
|
{ |
|
"epoch": 1.6833667334669338, |
|
"grad_norm": 0.7987092733383179, |
|
"learning_rate": 1.6612903225806454e-05, |
|
"loss": 2.1865, |
|
"step": 210 |
|
}, |
|
{ |
|
"epoch": 1.7635270541082164, |
|
"grad_norm": 0.9516962170600891, |
|
"learning_rate": 1.6451612903225807e-05, |
|
"loss": 2.1816, |
|
"step": 220 |
|
}, |
|
{ |
|
"epoch": 1.843687374749499, |
|
"grad_norm": 0.7769425511360168, |
|
"learning_rate": 1.6290322580645164e-05, |
|
"loss": 2.1487, |
|
"step": 230 |
|
}, |
|
{ |
|
"epoch": 1.9238476953907817, |
|
"grad_norm": 0.9441273212432861, |
|
"learning_rate": 1.6129032258064517e-05, |
|
"loss": 2.1616, |
|
"step": 240 |
|
}, |
|
{ |
|
"epoch": 1.9959919839679359, |
|
"eval_accuracy": 0.19503945885005636, |
|
"eval_f1": 0.08885289259144245, |
|
"eval_loss": 2.1268093585968018, |
|
"eval_precision": 0.11324255277888252, |
|
"eval_recall": 0.19503945885005636, |
|
"eval_runtime": 21.372, |
|
"eval_samples_per_second": 83.006, |
|
"eval_steps_per_second": 2.62, |
|
"step": 249 |
|
}, |
|
{ |
|
"epoch": 2.004008016032064, |
|
"grad_norm": 1.0876325368881226, |
|
"learning_rate": 1.596774193548387e-05, |
|
"loss": 2.1485, |
|
"step": 250 |
|
}, |
|
{ |
|
"epoch": 2.0841683366733466, |
|
"grad_norm": 1.0379817485809326, |
|
"learning_rate": 1.5806451612903226e-05, |
|
"loss": 2.1385, |
|
"step": 260 |
|
}, |
|
{ |
|
"epoch": 2.164328657314629, |
|
"grad_norm": 1.0472718477249146, |
|
"learning_rate": 1.5645161290322583e-05, |
|
"loss": 2.1171, |
|
"step": 270 |
|
}, |
|
{ |
|
"epoch": 2.244488977955912, |
|
"grad_norm": 1.1123789548873901, |
|
"learning_rate": 1.5483870967741936e-05, |
|
"loss": 2.1185, |
|
"step": 280 |
|
}, |
|
{ |
|
"epoch": 2.3246492985971945, |
|
"grad_norm": 1.0969492197036743, |
|
"learning_rate": 1.5322580645161292e-05, |
|
"loss": 2.1059, |
|
"step": 290 |
|
}, |
|
{ |
|
"epoch": 2.404809619238477, |
|
"grad_norm": 1.0305417776107788, |
|
"learning_rate": 1.5161290322580646e-05, |
|
"loss": 2.094, |
|
"step": 300 |
|
}, |
|
{ |
|
"epoch": 2.4849699398797593, |
|
"grad_norm": 1.1403542757034302, |
|
"learning_rate": 1.5000000000000002e-05, |
|
"loss": 2.0992, |
|
"step": 310 |
|
}, |
|
{ |
|
"epoch": 2.565130260521042, |
|
"grad_norm": 1.1770292520523071, |
|
"learning_rate": 1.4838709677419357e-05, |
|
"loss": 2.0758, |
|
"step": 320 |
|
}, |
|
{ |
|
"epoch": 2.6452905811623246, |
|
"grad_norm": 0.9762546420097351, |
|
"learning_rate": 1.4677419354838712e-05, |
|
"loss": 2.0753, |
|
"step": 330 |
|
}, |
|
{ |
|
"epoch": 2.7254509018036073, |
|
"grad_norm": 1.0303020477294922, |
|
"learning_rate": 1.4516129032258066e-05, |
|
"loss": 2.0721, |
|
"step": 340 |
|
}, |
|
{ |
|
"epoch": 2.80561122244489, |
|
"grad_norm": 1.1007182598114014, |
|
"learning_rate": 1.4354838709677421e-05, |
|
"loss": 2.0442, |
|
"step": 350 |
|
}, |
|
{ |
|
"epoch": 2.8857715430861726, |
|
"grad_norm": 1.0562711954116821, |
|
"learning_rate": 1.4193548387096776e-05, |
|
"loss": 2.0467, |
|
"step": 360 |
|
}, |
|
{ |
|
"epoch": 2.9659318637274548, |
|
"grad_norm": 1.0534286499023438, |
|
"learning_rate": 1.4032258064516131e-05, |
|
"loss": 2.0459, |
|
"step": 370 |
|
}, |
|
{ |
|
"epoch": 2.997995991983968, |
|
"eval_accuracy": 0.24013528748590757, |
|
"eval_f1": 0.12897223772636482, |
|
"eval_loss": 1.990055799484253, |
|
"eval_precision": 0.10291028503169428, |
|
"eval_recall": 0.24013528748590757, |
|
"eval_runtime": 9.0597, |
|
"eval_samples_per_second": 195.812, |
|
"eval_steps_per_second": 6.181, |
|
"step": 374 |
|
}, |
|
{ |
|
"epoch": 3.0460921843687374, |
|
"grad_norm": 1.340589165687561, |
|
"learning_rate": 1.3870967741935486e-05, |
|
"loss": 2.0286, |
|
"step": 380 |
|
}, |
|
{ |
|
"epoch": 3.12625250501002, |
|
"grad_norm": 1.260714054107666, |
|
"learning_rate": 1.3709677419354839e-05, |
|
"loss": 2.0037, |
|
"step": 390 |
|
}, |
|
{ |
|
"epoch": 3.2064128256513027, |
|
"grad_norm": 1.1234012842178345, |
|
"learning_rate": 1.3548387096774194e-05, |
|
"loss": 1.9998, |
|
"step": 400 |
|
}, |
|
{ |
|
"epoch": 3.2865731462925853, |
|
"grad_norm": 1.1667792797088623, |
|
"learning_rate": 1.3387096774193548e-05, |
|
"loss": 1.9845, |
|
"step": 410 |
|
}, |
|
{ |
|
"epoch": 3.3667334669338675, |
|
"grad_norm": 1.4682308435440063, |
|
"learning_rate": 1.3225806451612903e-05, |
|
"loss": 1.9663, |
|
"step": 420 |
|
}, |
|
{ |
|
"epoch": 3.44689378757515, |
|
"grad_norm": 1.1297812461853027, |
|
"learning_rate": 1.3064516129032258e-05, |
|
"loss": 1.9711, |
|
"step": 430 |
|
}, |
|
{ |
|
"epoch": 3.527054108216433, |
|
"grad_norm": 1.2213447093963623, |
|
"learning_rate": 1.2903225806451613e-05, |
|
"loss": 1.9557, |
|
"step": 440 |
|
}, |
|
{ |
|
"epoch": 3.6072144288577155, |
|
"grad_norm": 1.1665083169937134, |
|
"learning_rate": 1.274193548387097e-05, |
|
"loss": 1.962, |
|
"step": 450 |
|
}, |
|
{ |
|
"epoch": 3.687374749498998, |
|
"grad_norm": 1.3926866054534912, |
|
"learning_rate": 1.2580645161290324e-05, |
|
"loss": 1.9647, |
|
"step": 460 |
|
}, |
|
{ |
|
"epoch": 3.7675350701402808, |
|
"grad_norm": 1.1469335556030273, |
|
"learning_rate": 1.2419354838709679e-05, |
|
"loss": 1.9533, |
|
"step": 470 |
|
}, |
|
{ |
|
"epoch": 3.847695390781563, |
|
"grad_norm": 1.259191870689392, |
|
"learning_rate": 1.2258064516129034e-05, |
|
"loss": 1.9532, |
|
"step": 480 |
|
}, |
|
{ |
|
"epoch": 3.9278557114228456, |
|
"grad_norm": 1.181053876876831, |
|
"learning_rate": 1.2096774193548388e-05, |
|
"loss": 1.9203, |
|
"step": 490 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"eval_accuracy": 0.33032694475760993, |
|
"eval_f1": 0.20520589850554893, |
|
"eval_loss": 1.8571178913116455, |
|
"eval_precision": 0.3115828631860488, |
|
"eval_recall": 0.33032694475760993, |
|
"eval_runtime": 9.5098, |
|
"eval_samples_per_second": 186.545, |
|
"eval_steps_per_second": 5.889, |
|
"step": 499 |
|
}, |
|
{ |
|
"epoch": 4.008016032064128, |
|
"grad_norm": 1.2856674194335938, |
|
"learning_rate": 1.1935483870967743e-05, |
|
"loss": 1.938, |
|
"step": 500 |
|
}, |
|
{ |
|
"epoch": 4.0881763527054105, |
|
"grad_norm": 1.263211727142334, |
|
"learning_rate": 1.1774193548387098e-05, |
|
"loss": 1.9092, |
|
"step": 510 |
|
}, |
|
{ |
|
"epoch": 4.168336673346693, |
|
"grad_norm": 1.5177675485610962, |
|
"learning_rate": 1.1612903225806453e-05, |
|
"loss": 1.9162, |
|
"step": 520 |
|
}, |
|
{ |
|
"epoch": 4.248496993987976, |
|
"grad_norm": 1.1196962594985962, |
|
"learning_rate": 1.1451612903225808e-05, |
|
"loss": 1.9038, |
|
"step": 530 |
|
}, |
|
{ |
|
"epoch": 4.328657314629258, |
|
"grad_norm": 1.2426973581314087, |
|
"learning_rate": 1.1290322580645164e-05, |
|
"loss": 1.8824, |
|
"step": 540 |
|
}, |
|
{ |
|
"epoch": 4.408817635270541, |
|
"grad_norm": 1.224511981010437, |
|
"learning_rate": 1.1129032258064516e-05, |
|
"loss": 1.8817, |
|
"step": 550 |
|
}, |
|
{ |
|
"epoch": 4.488977955911824, |
|
"grad_norm": 1.370235562324524, |
|
"learning_rate": 1.096774193548387e-05, |
|
"loss": 1.8781, |
|
"step": 560 |
|
}, |
|
{ |
|
"epoch": 4.569138276553106, |
|
"grad_norm": 1.3393809795379639, |
|
"learning_rate": 1.0806451612903225e-05, |
|
"loss": 1.8472, |
|
"step": 570 |
|
}, |
|
{ |
|
"epoch": 4.649298597194389, |
|
"grad_norm": 1.3370624780654907, |
|
"learning_rate": 1.0645161290322582e-05, |
|
"loss": 1.8535, |
|
"step": 580 |
|
}, |
|
{ |
|
"epoch": 4.729458917835672, |
|
"grad_norm": 1.1478331089019775, |
|
"learning_rate": 1.0483870967741936e-05, |
|
"loss": 1.8508, |
|
"step": 590 |
|
}, |
|
{ |
|
"epoch": 4.809619238476954, |
|
"grad_norm": 1.4004801511764526, |
|
"learning_rate": 1.0322580645161291e-05, |
|
"loss": 1.8861, |
|
"step": 600 |
|
}, |
|
{ |
|
"epoch": 4.889779559118237, |
|
"grad_norm": 1.399299144744873, |
|
"learning_rate": 1.0161290322580646e-05, |
|
"loss": 1.8537, |
|
"step": 610 |
|
}, |
|
{ |
|
"epoch": 4.969939879759519, |
|
"grad_norm": 1.3188832998275757, |
|
"learning_rate": 1e-05, |
|
"loss": 1.8347, |
|
"step": 620 |
|
}, |
|
{ |
|
"epoch": 4.993987975951904, |
|
"eval_accuracy": 0.3613303269447576, |
|
"eval_f1": 0.24569343378869493, |
|
"eval_loss": 1.7692168951034546, |
|
"eval_precision": 0.2693815240199387, |
|
"eval_recall": 0.3613303269447576, |
|
"eval_runtime": 11.1509, |
|
"eval_samples_per_second": 159.09, |
|
"eval_steps_per_second": 5.022, |
|
"step": 623 |
|
}, |
|
{ |
|
"epoch": 5.050100200400801, |
|
"grad_norm": 1.2819945812225342, |
|
"learning_rate": 9.838709677419356e-06, |
|
"loss": 1.8244, |
|
"step": 630 |
|
}, |
|
{ |
|
"epoch": 5.130260521042084, |
|
"grad_norm": 1.291672706604004, |
|
"learning_rate": 9.67741935483871e-06, |
|
"loss": 1.8077, |
|
"step": 640 |
|
}, |
|
{ |
|
"epoch": 5.210420841683367, |
|
"grad_norm": 1.4084501266479492, |
|
"learning_rate": 9.516129032258065e-06, |
|
"loss": 1.8432, |
|
"step": 650 |
|
}, |
|
{ |
|
"epoch": 5.290581162324649, |
|
"grad_norm": 1.527843713760376, |
|
"learning_rate": 9.35483870967742e-06, |
|
"loss": 1.815, |
|
"step": 660 |
|
}, |
|
{ |
|
"epoch": 5.370741482965932, |
|
"grad_norm": 1.317143440246582, |
|
"learning_rate": 9.193548387096775e-06, |
|
"loss": 1.8104, |
|
"step": 670 |
|
}, |
|
{ |
|
"epoch": 5.4509018036072145, |
|
"grad_norm": 1.344497561454773, |
|
"learning_rate": 9.03225806451613e-06, |
|
"loss": 1.8064, |
|
"step": 680 |
|
}, |
|
{ |
|
"epoch": 5.531062124248497, |
|
"grad_norm": 1.4130953550338745, |
|
"learning_rate": 8.870967741935484e-06, |
|
"loss": 1.7957, |
|
"step": 690 |
|
}, |
|
{ |
|
"epoch": 5.61122244488978, |
|
"grad_norm": 1.5459003448486328, |
|
"learning_rate": 8.70967741935484e-06, |
|
"loss": 1.8051, |
|
"step": 700 |
|
}, |
|
{ |
|
"epoch": 5.6913827655310625, |
|
"grad_norm": 1.7455060482025146, |
|
"learning_rate": 8.548387096774194e-06, |
|
"loss": 1.8146, |
|
"step": 710 |
|
}, |
|
{ |
|
"epoch": 5.771543086172345, |
|
"grad_norm": 1.362961769104004, |
|
"learning_rate": 8.387096774193549e-06, |
|
"loss": 1.7706, |
|
"step": 720 |
|
}, |
|
{ |
|
"epoch": 5.851703406813627, |
|
"grad_norm": 1.503525972366333, |
|
"learning_rate": 8.225806451612904e-06, |
|
"loss": 1.7877, |
|
"step": 730 |
|
}, |
|
{ |
|
"epoch": 5.9318637274549095, |
|
"grad_norm": 1.4291051626205444, |
|
"learning_rate": 8.064516129032258e-06, |
|
"loss": 1.7628, |
|
"step": 740 |
|
}, |
|
{ |
|
"epoch": 5.995991983967936, |
|
"eval_accuracy": 0.3850056369785795, |
|
"eval_f1": 0.27578049224836065, |
|
"eval_loss": 1.692612886428833, |
|
"eval_precision": 0.417174096805733, |
|
"eval_recall": 0.3850056369785795, |
|
"eval_runtime": 15.8797, |
|
"eval_samples_per_second": 111.715, |
|
"eval_steps_per_second": 3.527, |
|
"step": 748 |
|
}, |
|
{ |
|
"epoch": 6.012024048096192, |
|
"grad_norm": 1.2377204895019531, |
|
"learning_rate": 7.903225806451613e-06, |
|
"loss": 1.7717, |
|
"step": 750 |
|
}, |
|
{ |
|
"epoch": 6.092184368737475, |
|
"grad_norm": 1.7056549787521362, |
|
"learning_rate": 7.741935483870968e-06, |
|
"loss": 1.7749, |
|
"step": 760 |
|
}, |
|
{ |
|
"epoch": 6.1723446893787575, |
|
"grad_norm": 1.51571524143219, |
|
"learning_rate": 7.580645161290323e-06, |
|
"loss": 1.7649, |
|
"step": 770 |
|
}, |
|
{ |
|
"epoch": 6.25250501002004, |
|
"grad_norm": 1.6524779796600342, |
|
"learning_rate": 7.4193548387096784e-06, |
|
"loss": 1.7556, |
|
"step": 780 |
|
}, |
|
{ |
|
"epoch": 6.332665330661323, |
|
"grad_norm": 1.4005558490753174, |
|
"learning_rate": 7.258064516129033e-06, |
|
"loss": 1.7437, |
|
"step": 790 |
|
}, |
|
{ |
|
"epoch": 6.412825651302605, |
|
"grad_norm": 1.567458987236023, |
|
"learning_rate": 7.096774193548388e-06, |
|
"loss": 1.7587, |
|
"step": 800 |
|
}, |
|
{ |
|
"epoch": 6.492985971943888, |
|
"grad_norm": 1.843725323677063, |
|
"learning_rate": 6.935483870967743e-06, |
|
"loss": 1.7568, |
|
"step": 810 |
|
}, |
|
{ |
|
"epoch": 6.573146292585171, |
|
"grad_norm": 1.5228469371795654, |
|
"learning_rate": 6.774193548387097e-06, |
|
"loss": 1.7507, |
|
"step": 820 |
|
}, |
|
{ |
|
"epoch": 6.653306613226453, |
|
"grad_norm": 1.6213654279708862, |
|
"learning_rate": 6.612903225806452e-06, |
|
"loss": 1.7625, |
|
"step": 830 |
|
}, |
|
{ |
|
"epoch": 6.733466933867735, |
|
"grad_norm": 1.5784552097320557, |
|
"learning_rate": 6.451612903225806e-06, |
|
"loss": 1.7321, |
|
"step": 840 |
|
}, |
|
{ |
|
"epoch": 6.813627254509018, |
|
"grad_norm": 1.5368263721466064, |
|
"learning_rate": 6.290322580645162e-06, |
|
"loss": 1.7395, |
|
"step": 850 |
|
}, |
|
{ |
|
"epoch": 6.8937875751503, |
|
"grad_norm": 2.3605217933654785, |
|
"learning_rate": 6.129032258064517e-06, |
|
"loss": 1.7604, |
|
"step": 860 |
|
}, |
|
{ |
|
"epoch": 6.973947895791583, |
|
"grad_norm": 1.6296197175979614, |
|
"learning_rate": 5.967741935483872e-06, |
|
"loss": 1.723, |
|
"step": 870 |
|
}, |
|
{ |
|
"epoch": 6.997995991983968, |
|
"eval_accuracy": 0.39853438556933485, |
|
"eval_f1": 0.292163872939456, |
|
"eval_loss": 1.6341866254806519, |
|
"eval_precision": 0.4427833264577748, |
|
"eval_recall": 0.39853438556933485, |
|
"eval_runtime": 12.0064, |
|
"eval_samples_per_second": 147.755, |
|
"eval_steps_per_second": 4.664, |
|
"step": 873 |
|
}, |
|
{ |
|
"epoch": 7.054108216432866, |
|
"grad_norm": 1.5017938613891602, |
|
"learning_rate": 5.806451612903226e-06, |
|
"loss": 1.733, |
|
"step": 880 |
|
}, |
|
{ |
|
"epoch": 7.134268537074148, |
|
"grad_norm": 1.9987595081329346, |
|
"learning_rate": 5.645161290322582e-06, |
|
"loss": 1.7058, |
|
"step": 890 |
|
}, |
|
{ |
|
"epoch": 7.214428857715431, |
|
"grad_norm": 1.6970964670181274, |
|
"learning_rate": 5.483870967741935e-06, |
|
"loss": 1.7472, |
|
"step": 900 |
|
}, |
|
{ |
|
"epoch": 7.294589178356714, |
|
"grad_norm": 1.8042755126953125, |
|
"learning_rate": 5.322580645161291e-06, |
|
"loss": 1.7119, |
|
"step": 910 |
|
}, |
|
{ |
|
"epoch": 7.374749498997996, |
|
"grad_norm": 1.4862197637557983, |
|
"learning_rate": 5.161290322580646e-06, |
|
"loss": 1.7166, |
|
"step": 920 |
|
}, |
|
{ |
|
"epoch": 7.454909819639279, |
|
"grad_norm": 1.9236266613006592, |
|
"learning_rate": 5e-06, |
|
"loss": 1.7088, |
|
"step": 930 |
|
}, |
|
{ |
|
"epoch": 7.5350701402805615, |
|
"grad_norm": 1.7879084348678589, |
|
"learning_rate": 4.838709677419355e-06, |
|
"loss": 1.7041, |
|
"step": 940 |
|
}, |
|
{ |
|
"epoch": 7.615230460921843, |
|
"grad_norm": 1.80990731716156, |
|
"learning_rate": 4.67741935483871e-06, |
|
"loss": 1.7119, |
|
"step": 950 |
|
}, |
|
{ |
|
"epoch": 7.695390781563126, |
|
"grad_norm": 1.5909008979797363, |
|
"learning_rate": 4.516129032258065e-06, |
|
"loss": 1.6927, |
|
"step": 960 |
|
}, |
|
{ |
|
"epoch": 7.775551102204409, |
|
"grad_norm": 1.6026943922042847, |
|
"learning_rate": 4.35483870967742e-06, |
|
"loss": 1.7155, |
|
"step": 970 |
|
}, |
|
{ |
|
"epoch": 7.855711422845691, |
|
"grad_norm": 1.5704305171966553, |
|
"learning_rate": 4.193548387096774e-06, |
|
"loss": 1.7243, |
|
"step": 980 |
|
}, |
|
{ |
|
"epoch": 7.935871743486974, |
|
"grad_norm": 1.7837029695510864, |
|
"learning_rate": 4.032258064516129e-06, |
|
"loss": 1.71, |
|
"step": 990 |
|
}, |
|
{ |
|
"epoch": 8.0, |
|
"eval_accuracy": 0.41037204058624577, |
|
"eval_f1": 0.31215257466998775, |
|
"eval_loss": 1.6071045398712158, |
|
"eval_precision": 0.4369322578217754, |
|
"eval_recall": 0.41037204058624577, |
|
"eval_runtime": 17.7431, |
|
"eval_samples_per_second": 99.983, |
|
"eval_steps_per_second": 3.156, |
|
"step": 998 |
|
}, |
|
{ |
|
"epoch": 8.016032064128256, |
|
"grad_norm": 1.6631461381912231, |
|
"learning_rate": 3.870967741935484e-06, |
|
"loss": 1.6681, |
|
"step": 1000 |
|
}, |
|
{ |
|
"epoch": 8.09619238476954, |
|
"grad_norm": 1.4949766397476196, |
|
"learning_rate": 3.7096774193548392e-06, |
|
"loss": 1.6996, |
|
"step": 1010 |
|
}, |
|
{ |
|
"epoch": 8.176352705410821, |
|
"grad_norm": 1.4516801834106445, |
|
"learning_rate": 3.548387096774194e-06, |
|
"loss": 1.6857, |
|
"step": 1020 |
|
}, |
|
{ |
|
"epoch": 8.256513026052104, |
|
"grad_norm": 1.3758476972579956, |
|
"learning_rate": 3.3870967741935484e-06, |
|
"loss": 1.7096, |
|
"step": 1030 |
|
}, |
|
{ |
|
"epoch": 8.336673346693386, |
|
"grad_norm": 1.5905085802078247, |
|
"learning_rate": 3.225806451612903e-06, |
|
"loss": 1.6934, |
|
"step": 1040 |
|
}, |
|
{ |
|
"epoch": 8.41683366733467, |
|
"grad_norm": 1.5107113122940063, |
|
"learning_rate": 3.0645161290322584e-06, |
|
"loss": 1.7023, |
|
"step": 1050 |
|
}, |
|
{ |
|
"epoch": 8.496993987975952, |
|
"grad_norm": 1.2995082139968872, |
|
"learning_rate": 2.903225806451613e-06, |
|
"loss": 1.7065, |
|
"step": 1060 |
|
}, |
|
{ |
|
"epoch": 8.577154308617235, |
|
"grad_norm": 1.4054443836212158, |
|
"learning_rate": 2.7419354838709676e-06, |
|
"loss": 1.6596, |
|
"step": 1070 |
|
}, |
|
{ |
|
"epoch": 8.657314629258517, |
|
"grad_norm": 1.3404021263122559, |
|
"learning_rate": 2.580645161290323e-06, |
|
"loss": 1.7036, |
|
"step": 1080 |
|
}, |
|
{ |
|
"epoch": 8.7374749498998, |
|
"grad_norm": 1.8194636106491089, |
|
"learning_rate": 2.4193548387096776e-06, |
|
"loss": 1.6631, |
|
"step": 1090 |
|
}, |
|
{ |
|
"epoch": 8.817635270541082, |
|
"grad_norm": 1.8533542156219482, |
|
"learning_rate": 2.2580645161290324e-06, |
|
"loss": 1.6714, |
|
"step": 1100 |
|
}, |
|
{ |
|
"epoch": 8.897795591182366, |
|
"grad_norm": 1.6438981294631958, |
|
"learning_rate": 2.096774193548387e-06, |
|
"loss": 1.6751, |
|
"step": 1110 |
|
}, |
|
{ |
|
"epoch": 8.977955911823647, |
|
"grad_norm": 1.6241378784179688, |
|
"learning_rate": 1.935483870967742e-06, |
|
"loss": 1.6948, |
|
"step": 1120 |
|
}, |
|
{ |
|
"epoch": 8.993987975951903, |
|
"eval_accuracy": 0.4137542277339346, |
|
"eval_f1": 0.3134270193161171, |
|
"eval_loss": 1.5789121389389038, |
|
"eval_precision": 0.44930477829595117, |
|
"eval_recall": 0.4137542277339346, |
|
"eval_runtime": 8.6347, |
|
"eval_samples_per_second": 205.451, |
|
"eval_steps_per_second": 6.485, |
|
"step": 1122 |
|
}, |
|
{ |
|
"epoch": 9.05811623246493, |
|
"grad_norm": 1.6152193546295166, |
|
"learning_rate": 1.774193548387097e-06, |
|
"loss": 1.6929, |
|
"step": 1130 |
|
}, |
|
{ |
|
"epoch": 9.138276553106213, |
|
"grad_norm": 1.3725346326828003, |
|
"learning_rate": 1.6129032258064516e-06, |
|
"loss": 1.7029, |
|
"step": 1140 |
|
}, |
|
{ |
|
"epoch": 9.218436873747494, |
|
"grad_norm": 1.3589799404144287, |
|
"learning_rate": 1.4516129032258066e-06, |
|
"loss": 1.6856, |
|
"step": 1150 |
|
}, |
|
{ |
|
"epoch": 9.298597194388778, |
|
"grad_norm": 1.686957836151123, |
|
"learning_rate": 1.2903225806451614e-06, |
|
"loss": 1.6604, |
|
"step": 1160 |
|
}, |
|
{ |
|
"epoch": 9.37875751503006, |
|
"grad_norm": 1.3393840789794922, |
|
"learning_rate": 1.1290322580645162e-06, |
|
"loss": 1.6799, |
|
"step": 1170 |
|
}, |
|
{ |
|
"epoch": 9.458917835671343, |
|
"grad_norm": 1.6881558895111084, |
|
"learning_rate": 9.67741935483871e-07, |
|
"loss": 1.6635, |
|
"step": 1180 |
|
}, |
|
{ |
|
"epoch": 9.539078156312625, |
|
"grad_norm": 1.545275092124939, |
|
"learning_rate": 8.064516129032258e-07, |
|
"loss": 1.6886, |
|
"step": 1190 |
|
}, |
|
{ |
|
"epoch": 9.619238476953909, |
|
"grad_norm": 1.2983485460281372, |
|
"learning_rate": 6.451612903225807e-07, |
|
"loss": 1.6443, |
|
"step": 1200 |
|
}, |
|
{ |
|
"epoch": 9.69939879759519, |
|
"grad_norm": 1.5959370136260986, |
|
"learning_rate": 4.838709677419355e-07, |
|
"loss": 1.67, |
|
"step": 1210 |
|
}, |
|
{ |
|
"epoch": 9.779559118236474, |
|
"grad_norm": 1.5400179624557495, |
|
"learning_rate": 3.2258064516129035e-07, |
|
"loss": 1.6754, |
|
"step": 1220 |
|
}, |
|
{ |
|
"epoch": 9.859719438877756, |
|
"grad_norm": 1.5355889797210693, |
|
"learning_rate": 1.6129032258064518e-07, |
|
"loss": 1.6881, |
|
"step": 1230 |
|
}, |
|
{ |
|
"epoch": 9.939879759519037, |
|
"grad_norm": 1.6926000118255615, |
|
"learning_rate": 0.0, |
|
"loss": 1.656, |
|
"step": 1240 |
|
}, |
|
{ |
|
"epoch": 9.939879759519037, |
|
"eval_accuracy": 0.40529875986471253, |
|
"eval_f1": 0.3033691615952433, |
|
"eval_loss": 1.5805104970932007, |
|
"eval_precision": 0.41756755609133844, |
|
"eval_recall": 0.40529875986471253, |
|
"eval_runtime": 16.4801, |
|
"eval_samples_per_second": 107.645, |
|
"eval_steps_per_second": 3.398, |
|
"step": 1240 |
|
}, |
|
{ |
|
"epoch": 9.939879759519037, |
|
"step": 1240, |
|
"total_flos": 3.3716855275489935e+18, |
|
"train_loss": 1.9026473429895217, |
|
"train_runtime": 1845.6703, |
|
"train_samples_per_second": 86.483, |
|
"train_steps_per_second": 0.672 |
|
} |
|
], |
|
"logging_steps": 10, |
|
"max_steps": 1240, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 10, |
|
"save_steps": 500, |
|
"stateful_callbacks": { |
|
"TrainerControl": { |
|
"args": { |
|
"should_epoch_stop": false, |
|
"should_evaluate": false, |
|
"should_log": false, |
|
"should_save": true, |
|
"should_training_stop": true |
|
}, |
|
"attributes": {} |
|
} |
|
}, |
|
"total_flos": 3.3716855275489935e+18, |
|
"train_batch_size": 32, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|