| { |
| "best_global_step": 7075, |
| "best_metric": 0.9260658786475363, |
| "best_model_checkpoint": "/kaggle/working/codet5-k8s-compacter/checkpoint-7075", |
| "epoch": 5.0, |
| "eval_steps": 500, |
| "global_step": 7075, |
| "is_hyper_param_search": false, |
| "is_local_process_zero": true, |
| "is_world_process_zero": true, |
| "log_history": [ |
| { |
| "epoch": 0.0353356890459364, |
| "grad_norm": 126821.5, |
| "learning_rate": 4.9653710247349825e-05, |
| "loss": 4.63, |
| "step": 50 |
| }, |
| { |
| "epoch": 0.0706713780918728, |
| "grad_norm": 98924.359375, |
| "learning_rate": 4.930035335689046e-05, |
| "loss": 4.1957, |
| "step": 100 |
| }, |
| { |
| "epoch": 0.10600706713780919, |
| "grad_norm": 70176.9296875, |
| "learning_rate": 4.89469964664311e-05, |
| "loss": 3.8596, |
| "step": 150 |
| }, |
| { |
| "epoch": 0.1413427561837456, |
| "grad_norm": 51479.76171875, |
| "learning_rate": 4.859363957597173e-05, |
| "loss": 3.6109, |
| "step": 200 |
| }, |
| { |
| "epoch": 0.17667844522968199, |
| "grad_norm": 36380.80859375, |
| "learning_rate": 4.8240282685512374e-05, |
| "loss": 3.5303, |
| "step": 250 |
| }, |
| { |
| "epoch": 0.21201413427561838, |
| "grad_norm": 88439.21875, |
| "learning_rate": 4.788692579505301e-05, |
| "loss": 3.3827, |
| "step": 300 |
| }, |
| { |
| "epoch": 0.24734982332155478, |
| "grad_norm": 42557.44140625, |
| "learning_rate": 4.753356890459364e-05, |
| "loss": 3.354, |
| "step": 350 |
| }, |
| { |
| "epoch": 0.2826855123674912, |
| "grad_norm": 49749.4296875, |
| "learning_rate": 4.718021201413428e-05, |
| "loss": 3.368, |
| "step": 400 |
| }, |
| { |
| "epoch": 0.31802120141342755, |
| "grad_norm": 44532.0390625, |
| "learning_rate": 4.682685512367491e-05, |
| "loss": 3.2346, |
| "step": 450 |
| }, |
| { |
| "epoch": 0.35335689045936397, |
| "grad_norm": 115820.296875, |
| "learning_rate": 4.647349823321555e-05, |
| "loss": 3.0554, |
| "step": 500 |
| }, |
| { |
| "epoch": 0.38869257950530034, |
| "grad_norm": 167465.140625, |
| "learning_rate": 4.612014134275618e-05, |
| "loss": 2.7072, |
| "step": 550 |
| }, |
| { |
| "epoch": 0.42402826855123676, |
| "grad_norm": 163194.265625, |
| "learning_rate": 4.5766784452296823e-05, |
| "loss": 2.3809, |
| "step": 600 |
| }, |
| { |
| "epoch": 0.45936395759717313, |
| "grad_norm": 31167.71875, |
| "learning_rate": 4.541342756183746e-05, |
| "loss": 2.306, |
| "step": 650 |
| }, |
| { |
| "epoch": 0.49469964664310956, |
| "grad_norm": 32075.869140625, |
| "learning_rate": 4.50600706713781e-05, |
| "loss": 2.2414, |
| "step": 700 |
| }, |
| { |
| "epoch": 0.5300353356890459, |
| "grad_norm": 39896.47265625, |
| "learning_rate": 4.470671378091873e-05, |
| "loss": 2.2537, |
| "step": 750 |
| }, |
| { |
| "epoch": 0.5653710247349824, |
| "grad_norm": 31361.541015625, |
| "learning_rate": 4.435335689045937e-05, |
| "loss": 2.1922, |
| "step": 800 |
| }, |
| { |
| "epoch": 0.6007067137809188, |
| "grad_norm": 31486.953125, |
| "learning_rate": 4.4000000000000006e-05, |
| "loss": 2.134, |
| "step": 850 |
| }, |
| { |
| "epoch": 0.6360424028268551, |
| "grad_norm": 507986.625, |
| "learning_rate": 4.364664310954063e-05, |
| "loss": 2.1755, |
| "step": 900 |
| }, |
| { |
| "epoch": 0.6713780918727915, |
| "grad_norm": 50896.109375, |
| "learning_rate": 4.329328621908127e-05, |
| "loss": 2.1437, |
| "step": 950 |
| }, |
| { |
| "epoch": 0.7067137809187279, |
| "grad_norm": 32003.013671875, |
| "learning_rate": 4.293992932862191e-05, |
| "loss": 2.0918, |
| "step": 1000 |
| }, |
| { |
| "epoch": 0.7420494699646644, |
| "grad_norm": 30772.689453125, |
| "learning_rate": 4.258657243816255e-05, |
| "loss": 2.0865, |
| "step": 1050 |
| }, |
| { |
| "epoch": 0.7773851590106007, |
| "grad_norm": 32544.509765625, |
| "learning_rate": 4.223321554770318e-05, |
| "loss": 2.1148, |
| "step": 1100 |
| }, |
| { |
| "epoch": 0.8127208480565371, |
| "grad_norm": 30003.00390625, |
| "learning_rate": 4.187985865724382e-05, |
| "loss": 2.0311, |
| "step": 1150 |
| }, |
| { |
| "epoch": 0.8480565371024735, |
| "grad_norm": 31737.36328125, |
| "learning_rate": 4.1526501766784455e-05, |
| "loss": 1.9837, |
| "step": 1200 |
| }, |
| { |
| "epoch": 0.8833922261484098, |
| "grad_norm": 39721.421875, |
| "learning_rate": 4.1173144876325096e-05, |
| "loss": 2.0217, |
| "step": 1250 |
| }, |
| { |
| "epoch": 0.9187279151943463, |
| "grad_norm": 27473.576171875, |
| "learning_rate": 4.081978798586573e-05, |
| "loss": 2.0465, |
| "step": 1300 |
| }, |
| { |
| "epoch": 0.9540636042402827, |
| "grad_norm": 28554.697265625, |
| "learning_rate": 4.0466431095406356e-05, |
| "loss": 1.9682, |
| "step": 1350 |
| }, |
| { |
| "epoch": 0.9893992932862191, |
| "grad_norm": 246283.546875, |
| "learning_rate": 4.0113074204947e-05, |
| "loss": 1.9873, |
| "step": 1400 |
| }, |
| { |
| "epoch": 1.0, |
| "eval_bertscore_f1": 0.9083600320512115, |
| "eval_bleu": 0.08579427069208953, |
| "eval_loss": 1.7385830879211426, |
| "eval_meteor": 0.25803497458339136, |
| "eval_rouge1": 0.5730890769105835, |
| "eval_rouge2": 0.2653076932624744, |
| "eval_runtime": 573.3699, |
| "eval_samples_per_second": 11.274, |
| "eval_steps_per_second": 0.705, |
| "step": 1415 |
| }, |
| { |
| "epoch": 1.0247349823321554, |
| "grad_norm": 29727.822265625, |
| "learning_rate": 3.975971731448763e-05, |
| "loss": 1.946, |
| "step": 1450 |
| }, |
| { |
| "epoch": 1.0600706713780919, |
| "grad_norm": 103277.5, |
| "learning_rate": 3.940636042402827e-05, |
| "loss": 1.9982, |
| "step": 1500 |
| }, |
| { |
| "epoch": 1.0954063604240283, |
| "grad_norm": 25385.19921875, |
| "learning_rate": 3.9053003533568905e-05, |
| "loss": 1.9148, |
| "step": 1550 |
| }, |
| { |
| "epoch": 1.1307420494699647, |
| "grad_norm": 31222.15625, |
| "learning_rate": 3.8699646643109545e-05, |
| "loss": 1.9448, |
| "step": 1600 |
| }, |
| { |
| "epoch": 1.1660777385159011, |
| "grad_norm": 32575.791015625, |
| "learning_rate": 3.834628975265018e-05, |
| "loss": 1.9609, |
| "step": 1650 |
| }, |
| { |
| "epoch": 1.2014134275618376, |
| "grad_norm": 30101.376953125, |
| "learning_rate": 3.799293286219082e-05, |
| "loss": 1.943, |
| "step": 1700 |
| }, |
| { |
| "epoch": 1.2367491166077738, |
| "grad_norm": 29648.05859375, |
| "learning_rate": 3.763957597173145e-05, |
| "loss": 1.9114, |
| "step": 1750 |
| }, |
| { |
| "epoch": 1.2720848056537102, |
| "grad_norm": 26373.646484375, |
| "learning_rate": 3.728621908127209e-05, |
| "loss": 1.9557, |
| "step": 1800 |
| }, |
| { |
| "epoch": 1.3074204946996466, |
| "grad_norm": 26201.498046875, |
| "learning_rate": 3.693286219081272e-05, |
| "loss": 1.9525, |
| "step": 1850 |
| }, |
| { |
| "epoch": 1.342756183745583, |
| "grad_norm": 36134.85546875, |
| "learning_rate": 3.6579505300353355e-05, |
| "loss": 1.8984, |
| "step": 1900 |
| }, |
| { |
| "epoch": 1.3780918727915195, |
| "grad_norm": 41759.36328125, |
| "learning_rate": 3.6226148409893995e-05, |
| "loss": 1.911, |
| "step": 1950 |
| }, |
| { |
| "epoch": 1.4134275618374559, |
| "grad_norm": 28872.177734375, |
| "learning_rate": 3.587279151943463e-05, |
| "loss": 1.8871, |
| "step": 2000 |
| }, |
| { |
| "epoch": 1.4487632508833923, |
| "grad_norm": 28179.990234375, |
| "learning_rate": 3.551943462897527e-05, |
| "loss": 1.8729, |
| "step": 2050 |
| }, |
| { |
| "epoch": 1.4840989399293285, |
| "grad_norm": 27540.845703125, |
| "learning_rate": 3.51660777385159e-05, |
| "loss": 1.8075, |
| "step": 2100 |
| }, |
| { |
| "epoch": 1.5194346289752652, |
| "grad_norm": 26713.314453125, |
| "learning_rate": 3.4812720848056544e-05, |
| "loss": 1.8286, |
| "step": 2150 |
| }, |
| { |
| "epoch": 1.5547703180212014, |
| "grad_norm": 29773.23828125, |
| "learning_rate": 3.445936395759717e-05, |
| "loss": 1.7446, |
| "step": 2200 |
| }, |
| { |
| "epoch": 1.5901060070671378, |
| "grad_norm": 28969.7421875, |
| "learning_rate": 3.410600706713781e-05, |
| "loss": 1.8114, |
| "step": 2250 |
| }, |
| { |
| "epoch": 1.6254416961130742, |
| "grad_norm": 35276.55859375, |
| "learning_rate": 3.3752650176678445e-05, |
| "loss": 1.8169, |
| "step": 2300 |
| }, |
| { |
| "epoch": 1.6607773851590106, |
| "grad_norm": 36119.03515625, |
| "learning_rate": 3.3399293286219085e-05, |
| "loss": 1.8459, |
| "step": 2350 |
| }, |
| { |
| "epoch": 1.696113074204947, |
| "grad_norm": 28967.146484375, |
| "learning_rate": 3.304593639575972e-05, |
| "loss": 1.8705, |
| "step": 2400 |
| }, |
| { |
| "epoch": 1.7314487632508833, |
| "grad_norm": 30086.880859375, |
| "learning_rate": 3.269257950530035e-05, |
| "loss": 1.7781, |
| "step": 2450 |
| }, |
| { |
| "epoch": 1.76678445229682, |
| "grad_norm": 108925.2421875, |
| "learning_rate": 3.233922261484099e-05, |
| "loss": 1.7466, |
| "step": 2500 |
| }, |
| { |
| "epoch": 1.802120141342756, |
| "grad_norm": 32525.8515625, |
| "learning_rate": 3.198586572438163e-05, |
| "loss": 1.8022, |
| "step": 2550 |
| }, |
| { |
| "epoch": 1.8374558303886925, |
| "grad_norm": 28746.19921875, |
| "learning_rate": 3.163250883392227e-05, |
| "loss": 1.7927, |
| "step": 2600 |
| }, |
| { |
| "epoch": 1.872791519434629, |
| "grad_norm": 32453.943359375, |
| "learning_rate": 3.1279151943462894e-05, |
| "loss": 1.7421, |
| "step": 2650 |
| }, |
| { |
| "epoch": 1.9081272084805654, |
| "grad_norm": 29018.982421875, |
| "learning_rate": 3.0925795053003535e-05, |
| "loss": 1.692, |
| "step": 2700 |
| }, |
| { |
| "epoch": 1.9434628975265018, |
| "grad_norm": 31040.447265625, |
| "learning_rate": 3.057243816254417e-05, |
| "loss": 1.7915, |
| "step": 2750 |
| }, |
| { |
| "epoch": 1.978798586572438, |
| "grad_norm": 45870.765625, |
| "learning_rate": 3.021908127208481e-05, |
| "loss": 1.7336, |
| "step": 2800 |
| }, |
| { |
| "epoch": 2.0, |
| "eval_bertscore_f1": 0.9169509901323973, |
| "eval_bleu": 0.12235700547901165, |
| "eval_loss": 1.5117281675338745, |
| "eval_meteor": 0.3177099828910354, |
| "eval_rouge1": 0.6191385072228212, |
| "eval_rouge2": 0.34179551513048145, |
| "eval_runtime": 554.3192, |
| "eval_samples_per_second": 11.661, |
| "eval_steps_per_second": 0.729, |
| "step": 2830 |
| }, |
| { |
| "epoch": 2.0141342756183747, |
| "grad_norm": 54409.53515625, |
| "learning_rate": 2.9865724381625443e-05, |
| "loss": 1.7279, |
| "step": 2850 |
| }, |
| { |
| "epoch": 2.049469964664311, |
| "grad_norm": 28479.771484375, |
| "learning_rate": 2.9512367491166083e-05, |
| "loss": 1.7633, |
| "step": 2900 |
| }, |
| { |
| "epoch": 2.0848056537102475, |
| "grad_norm": 31366.7265625, |
| "learning_rate": 2.9159010600706717e-05, |
| "loss": 1.6949, |
| "step": 2950 |
| }, |
| { |
| "epoch": 2.1201413427561837, |
| "grad_norm": 29734.166015625, |
| "learning_rate": 2.8805653710247347e-05, |
| "loss": 1.7121, |
| "step": 3000 |
| }, |
| { |
| "epoch": 2.1554770318021204, |
| "grad_norm": 30663.30859375, |
| "learning_rate": 2.8452296819787988e-05, |
| "loss": 1.6896, |
| "step": 3050 |
| }, |
| { |
| "epoch": 2.1908127208480566, |
| "grad_norm": 28285.623046875, |
| "learning_rate": 2.809893992932862e-05, |
| "loss": 1.6855, |
| "step": 3100 |
| }, |
| { |
| "epoch": 2.2261484098939928, |
| "grad_norm": 29568.185546875, |
| "learning_rate": 2.7745583038869262e-05, |
| "loss": 1.7287, |
| "step": 3150 |
| }, |
| { |
| "epoch": 2.2614840989399294, |
| "grad_norm": 73635.6015625, |
| "learning_rate": 2.7392226148409892e-05, |
| "loss": 1.7696, |
| "step": 3200 |
| }, |
| { |
| "epoch": 2.2968197879858656, |
| "grad_norm": 29761.19140625, |
| "learning_rate": 2.7038869257950533e-05, |
| "loss": 1.6635, |
| "step": 3250 |
| }, |
| { |
| "epoch": 2.3321554770318023, |
| "grad_norm": 30002.23046875, |
| "learning_rate": 2.6685512367491167e-05, |
| "loss": 1.7323, |
| "step": 3300 |
| }, |
| { |
| "epoch": 2.3674911660777385, |
| "grad_norm": 26734.421875, |
| "learning_rate": 2.6332155477031807e-05, |
| "loss": 1.7232, |
| "step": 3350 |
| }, |
| { |
| "epoch": 2.402826855123675, |
| "grad_norm": 27280.53515625, |
| "learning_rate": 2.597879858657244e-05, |
| "loss": 1.63, |
| "step": 3400 |
| }, |
| { |
| "epoch": 2.4381625441696113, |
| "grad_norm": 28405.10546875, |
| "learning_rate": 2.562544169611307e-05, |
| "loss": 1.6773, |
| "step": 3450 |
| }, |
| { |
| "epoch": 2.4734982332155475, |
| "grad_norm": 26917.61328125, |
| "learning_rate": 2.5272084805653712e-05, |
| "loss": 1.6261, |
| "step": 3500 |
| }, |
| { |
| "epoch": 2.508833922261484, |
| "grad_norm": 28608.21484375, |
| "learning_rate": 2.491872791519435e-05, |
| "loss": 1.6923, |
| "step": 3550 |
| }, |
| { |
| "epoch": 2.5441696113074204, |
| "grad_norm": 32485.646484375, |
| "learning_rate": 2.4565371024734986e-05, |
| "loss": 1.699, |
| "step": 3600 |
| }, |
| { |
| "epoch": 2.579505300353357, |
| "grad_norm": 31671.697265625, |
| "learning_rate": 2.421201413427562e-05, |
| "loss": 1.6546, |
| "step": 3650 |
| }, |
| { |
| "epoch": 2.614840989399293, |
| "grad_norm": 34171.91796875, |
| "learning_rate": 2.3858657243816253e-05, |
| "loss": 1.725, |
| "step": 3700 |
| }, |
| { |
| "epoch": 2.65017667844523, |
| "grad_norm": 37400.90625, |
| "learning_rate": 2.350530035335689e-05, |
| "loss": 1.6396, |
| "step": 3750 |
| }, |
| { |
| "epoch": 2.685512367491166, |
| "grad_norm": 30312.548828125, |
| "learning_rate": 2.3151943462897528e-05, |
| "loss": 1.6359, |
| "step": 3800 |
| }, |
| { |
| "epoch": 2.7208480565371023, |
| "grad_norm": 78248.390625, |
| "learning_rate": 2.2798586572438165e-05, |
| "loss": 1.6089, |
| "step": 3850 |
| }, |
| { |
| "epoch": 2.756183745583039, |
| "grad_norm": 37866.140625, |
| "learning_rate": 2.24452296819788e-05, |
| "loss": 1.5952, |
| "step": 3900 |
| }, |
| { |
| "epoch": 2.791519434628975, |
| "grad_norm": 29562.447265625, |
| "learning_rate": 2.2091872791519436e-05, |
| "loss": 1.6323, |
| "step": 3950 |
| }, |
| { |
| "epoch": 2.8268551236749118, |
| "grad_norm": 32963.109375, |
| "learning_rate": 2.1738515901060073e-05, |
| "loss": 1.6153, |
| "step": 4000 |
| }, |
| { |
| "epoch": 2.862190812720848, |
| "grad_norm": 34929.30859375, |
| "learning_rate": 2.138515901060071e-05, |
| "loss": 1.6296, |
| "step": 4050 |
| }, |
| { |
| "epoch": 2.8975265017667846, |
| "grad_norm": 41500.45703125, |
| "learning_rate": 2.1031802120141344e-05, |
| "loss": 1.6259, |
| "step": 4100 |
| }, |
| { |
| "epoch": 2.932862190812721, |
| "grad_norm": 55486.66796875, |
| "learning_rate": 2.067844522968198e-05, |
| "loss": 1.6189, |
| "step": 4150 |
| }, |
| { |
| "epoch": 2.968197879858657, |
| "grad_norm": 29259.208984375, |
| "learning_rate": 2.0325088339222618e-05, |
| "loss": 1.5875, |
| "step": 4200 |
| }, |
| { |
| "epoch": 3.0, |
| "eval_bertscore_f1": 0.9231123085880634, |
| "eval_bleu": 0.1599837453099706, |
| "eval_loss": 1.3867945671081543, |
| "eval_meteor": 0.37567315454997113, |
| "eval_rouge1": 0.6499931426853252, |
| "eval_rouge2": 0.3996259880420389, |
| "eval_runtime": 552.2348, |
| "eval_samples_per_second": 11.705, |
| "eval_steps_per_second": 0.732, |
| "step": 4245 |
| }, |
| { |
| "epoch": 3.0035335689045937, |
| "grad_norm": 30802.6484375, |
| "learning_rate": 1.997173144876325e-05, |
| "loss": 1.5837, |
| "step": 4250 |
| }, |
| { |
| "epoch": 3.03886925795053, |
| "grad_norm": 25378.61328125, |
| "learning_rate": 1.9618374558303885e-05, |
| "loss": 1.5962, |
| "step": 4300 |
| }, |
| { |
| "epoch": 3.0742049469964665, |
| "grad_norm": 26053.240234375, |
| "learning_rate": 1.9265017667844522e-05, |
| "loss": 1.6072, |
| "step": 4350 |
| }, |
| { |
| "epoch": 3.1095406360424027, |
| "grad_norm": 26053.06640625, |
| "learning_rate": 1.891166077738516e-05, |
| "loss": 1.5856, |
| "step": 4400 |
| }, |
| { |
| "epoch": 3.1448763250883394, |
| "grad_norm": 50342.1796875, |
| "learning_rate": 1.8558303886925797e-05, |
| "loss": 1.5687, |
| "step": 4450 |
| }, |
| { |
| "epoch": 3.1802120141342756, |
| "grad_norm": 44797.23046875, |
| "learning_rate": 1.8204946996466434e-05, |
| "loss": 1.6209, |
| "step": 4500 |
| }, |
| { |
| "epoch": 3.215547703180212, |
| "grad_norm": 29664.0, |
| "learning_rate": 1.7851590106007067e-05, |
| "loss": 1.621, |
| "step": 4550 |
| }, |
| { |
| "epoch": 3.2508833922261484, |
| "grad_norm": 28708.9609375, |
| "learning_rate": 1.7498233215547705e-05, |
| "loss": 1.636, |
| "step": 4600 |
| }, |
| { |
| "epoch": 3.2862190812720846, |
| "grad_norm": 29774.0390625, |
| "learning_rate": 1.714487632508834e-05, |
| "loss": 1.561, |
| "step": 4650 |
| }, |
| { |
| "epoch": 3.3215547703180213, |
| "grad_norm": 29480.68359375, |
| "learning_rate": 1.679151943462898e-05, |
| "loss": 1.5591, |
| "step": 4700 |
| }, |
| { |
| "epoch": 3.3568904593639575, |
| "grad_norm": 38181.2109375, |
| "learning_rate": 1.643816254416961e-05, |
| "loss": 1.6705, |
| "step": 4750 |
| }, |
| { |
| "epoch": 3.392226148409894, |
| "grad_norm": 33917.00390625, |
| "learning_rate": 1.6084805653710246e-05, |
| "loss": 1.5799, |
| "step": 4800 |
| }, |
| { |
| "epoch": 3.4275618374558303, |
| "grad_norm": 31117.16796875, |
| "learning_rate": 1.5731448763250883e-05, |
| "loss": 1.5259, |
| "step": 4850 |
| }, |
| { |
| "epoch": 3.462897526501767, |
| "grad_norm": 33511.91796875, |
| "learning_rate": 1.537809187279152e-05, |
| "loss": 1.5974, |
| "step": 4900 |
| }, |
| { |
| "epoch": 3.498233215547703, |
| "grad_norm": 31202.59765625, |
| "learning_rate": 1.5024734982332156e-05, |
| "loss": 1.6172, |
| "step": 4950 |
| }, |
| { |
| "epoch": 3.53356890459364, |
| "grad_norm": 33110.30859375, |
| "learning_rate": 1.4671378091872793e-05, |
| "loss": 1.5364, |
| "step": 5000 |
| }, |
| { |
| "epoch": 3.568904593639576, |
| "grad_norm": 35678.1484375, |
| "learning_rate": 1.4318021201413428e-05, |
| "loss": 1.5857, |
| "step": 5050 |
| }, |
| { |
| "epoch": 3.604240282685512, |
| "grad_norm": 49993.73046875, |
| "learning_rate": 1.3964664310954066e-05, |
| "loss": 1.6595, |
| "step": 5100 |
| }, |
| { |
| "epoch": 3.639575971731449, |
| "grad_norm": 28844.365234375, |
| "learning_rate": 1.3611307420494701e-05, |
| "loss": 1.6041, |
| "step": 5150 |
| }, |
| { |
| "epoch": 3.674911660777385, |
| "grad_norm": 498931.9375, |
| "learning_rate": 1.3257950530035338e-05, |
| "loss": 1.5895, |
| "step": 5200 |
| }, |
| { |
| "epoch": 3.7102473498233217, |
| "grad_norm": 33296.671875, |
| "learning_rate": 1.2904593639575973e-05, |
| "loss": 1.4737, |
| "step": 5250 |
| }, |
| { |
| "epoch": 3.745583038869258, |
| "grad_norm": 31166.392578125, |
| "learning_rate": 1.2551236749116607e-05, |
| "loss": 1.5497, |
| "step": 5300 |
| }, |
| { |
| "epoch": 3.7809187279151946, |
| "grad_norm": 34931.58984375, |
| "learning_rate": 1.2197879858657244e-05, |
| "loss": 1.5326, |
| "step": 5350 |
| }, |
| { |
| "epoch": 3.8162544169611308, |
| "grad_norm": 46567.40625, |
| "learning_rate": 1.184452296819788e-05, |
| "loss": 1.5965, |
| "step": 5400 |
| }, |
| { |
| "epoch": 3.851590106007067, |
| "grad_norm": 31954.55859375, |
| "learning_rate": 1.1491166077738517e-05, |
| "loss": 1.5341, |
| "step": 5450 |
| }, |
| { |
| "epoch": 3.8869257950530036, |
| "grad_norm": 46481.6640625, |
| "learning_rate": 1.1137809187279152e-05, |
| "loss": 1.4878, |
| "step": 5500 |
| }, |
| { |
| "epoch": 3.92226148409894, |
| "grad_norm": 36655.73046875, |
| "learning_rate": 1.078445229681979e-05, |
| "loss": 1.5397, |
| "step": 5550 |
| }, |
| { |
| "epoch": 3.9575971731448765, |
| "grad_norm": 34471.97265625, |
| "learning_rate": 1.0431095406360425e-05, |
| "loss": 1.5268, |
| "step": 5600 |
| }, |
| { |
| "epoch": 3.9929328621908127, |
| "grad_norm": 40272.60546875, |
| "learning_rate": 1.0077738515901062e-05, |
| "loss": 1.5684, |
| "step": 5650 |
| }, |
| { |
| "epoch": 4.0, |
| "eval_bertscore_f1": 0.925423993738276, |
| "eval_bleu": 0.17623458339946207, |
| "eval_loss": 1.3250840902328491, |
| "eval_meteor": 0.4052628837777222, |
| "eval_rouge1": 0.6619125904046801, |
| "eval_rouge2": 0.41874017691116694, |
| "eval_runtime": 553.906, |
| "eval_samples_per_second": 11.67, |
| "eval_steps_per_second": 0.729, |
| "step": 5660 |
| }, |
| { |
| "epoch": 4.028268551236749, |
| "grad_norm": 31037.947265625, |
| "learning_rate": 9.724381625441696e-06, |
| "loss": 1.5536, |
| "step": 5700 |
| }, |
| { |
| "epoch": 4.063604240282685, |
| "grad_norm": 35932.71484375, |
| "learning_rate": 9.371024734982333e-06, |
| "loss": 1.5144, |
| "step": 5750 |
| }, |
| { |
| "epoch": 4.098939929328622, |
| "grad_norm": 32796.33984375, |
| "learning_rate": 9.017667844522968e-06, |
| "loss": 1.543, |
| "step": 5800 |
| }, |
| { |
| "epoch": 4.134275618374558, |
| "grad_norm": 30133.2109375, |
| "learning_rate": 8.664310954063605e-06, |
| "loss": 1.5336, |
| "step": 5850 |
| }, |
| { |
| "epoch": 4.169611307420495, |
| "grad_norm": 78945.078125, |
| "learning_rate": 8.31095406360424e-06, |
| "loss": 1.5428, |
| "step": 5900 |
| }, |
| { |
| "epoch": 4.204946996466431, |
| "grad_norm": 29020.2890625, |
| "learning_rate": 7.957597173144876e-06, |
| "loss": 1.5247, |
| "step": 5950 |
| }, |
| { |
| "epoch": 4.240282685512367, |
| "grad_norm": 48070.6875, |
| "learning_rate": 7.6042402826855124e-06, |
| "loss": 1.5446, |
| "step": 6000 |
| }, |
| { |
| "epoch": 4.275618374558304, |
| "grad_norm": 31588.23828125, |
| "learning_rate": 7.250883392226149e-06, |
| "loss": 1.5016, |
| "step": 6050 |
| }, |
| { |
| "epoch": 4.310954063604241, |
| "grad_norm": 33308.55859375, |
| "learning_rate": 6.897526501766785e-06, |
| "loss": 1.5387, |
| "step": 6100 |
| }, |
| { |
| "epoch": 4.3462897526501765, |
| "grad_norm": 28458.3125, |
| "learning_rate": 6.544169611307421e-06, |
| "loss": 1.5398, |
| "step": 6150 |
| }, |
| { |
| "epoch": 4.381625441696113, |
| "grad_norm": 27657.84375, |
| "learning_rate": 6.190812720848057e-06, |
| "loss": 1.5227, |
| "step": 6200 |
| }, |
| { |
| "epoch": 4.41696113074205, |
| "grad_norm": 72290.9296875, |
| "learning_rate": 5.837455830388693e-06, |
| "loss": 1.5334, |
| "step": 6250 |
| }, |
| { |
| "epoch": 4.4522968197879855, |
| "grad_norm": 90226.515625, |
| "learning_rate": 5.484098939929329e-06, |
| "loss": 1.5476, |
| "step": 6300 |
| }, |
| { |
| "epoch": 4.487632508833922, |
| "grad_norm": 70717.1875, |
| "learning_rate": 5.1307420494699655e-06, |
| "loss": 1.5561, |
| "step": 6350 |
| }, |
| { |
| "epoch": 4.522968197879859, |
| "grad_norm": 30283.47265625, |
| "learning_rate": 4.777385159010601e-06, |
| "loss": 1.4628, |
| "step": 6400 |
| }, |
| { |
| "epoch": 4.5583038869257955, |
| "grad_norm": 29865.373046875, |
| "learning_rate": 4.424028268551237e-06, |
| "loss": 1.4948, |
| "step": 6450 |
| }, |
| { |
| "epoch": 4.593639575971731, |
| "grad_norm": 25492.849609375, |
| "learning_rate": 4.070671378091873e-06, |
| "loss": 1.5816, |
| "step": 6500 |
| }, |
| { |
| "epoch": 4.628975265017668, |
| "grad_norm": 29844.244140625, |
| "learning_rate": 3.717314487632509e-06, |
| "loss": 1.5828, |
| "step": 6550 |
| }, |
| { |
| "epoch": 4.6643109540636045, |
| "grad_norm": 28020.556640625, |
| "learning_rate": 3.363957597173145e-06, |
| "loss": 1.5165, |
| "step": 6600 |
| }, |
| { |
| "epoch": 4.69964664310954, |
| "grad_norm": 31423.6796875, |
| "learning_rate": 3.010600706713781e-06, |
| "loss": 1.5769, |
| "step": 6650 |
| }, |
| { |
| "epoch": 4.734982332155477, |
| "grad_norm": 50652.4453125, |
| "learning_rate": 2.6572438162544172e-06, |
| "loss": 1.5217, |
| "step": 6700 |
| }, |
| { |
| "epoch": 4.770318021201414, |
| "grad_norm": 81618.984375, |
| "learning_rate": 2.303886925795053e-06, |
| "loss": 1.5231, |
| "step": 6750 |
| }, |
| { |
| "epoch": 4.80565371024735, |
| "grad_norm": 31952.064453125, |
| "learning_rate": 1.9505300353356893e-06, |
| "loss": 1.5409, |
| "step": 6800 |
| }, |
| { |
| "epoch": 4.840989399293286, |
| "grad_norm": 31362.482421875, |
| "learning_rate": 1.5971731448763252e-06, |
| "loss": 1.5721, |
| "step": 6850 |
| }, |
| { |
| "epoch": 4.876325088339223, |
| "grad_norm": 62709.55078125, |
| "learning_rate": 1.2438162544169612e-06, |
| "loss": 1.5167, |
| "step": 6900 |
| }, |
| { |
| "epoch": 4.911660777385159, |
| "grad_norm": 35775.5625, |
| "learning_rate": 8.904593639575972e-07, |
| "loss": 1.5063, |
| "step": 6950 |
| }, |
| { |
| "epoch": 4.946996466431095, |
| "grad_norm": 29569.689453125, |
| "learning_rate": 5.371024734982332e-07, |
| "loss": 1.5619, |
| "step": 7000 |
| }, |
| { |
| "epoch": 4.982332155477032, |
| "grad_norm": 44565.48828125, |
| "learning_rate": 1.8374558303886926e-07, |
| "loss": 1.5322, |
| "step": 7050 |
| }, |
| { |
| "epoch": 5.0, |
| "eval_bertscore_f1": 0.9260658786475363, |
| "eval_bleu": 0.1809952487112448, |
| "eval_loss": 1.3066847324371338, |
| "eval_meteor": 0.4108362479887506, |
| "eval_rouge1": 0.6655984244559798, |
| "eval_rouge2": 0.42503071573389145, |
| "eval_runtime": 552.7345, |
| "eval_samples_per_second": 11.695, |
| "eval_steps_per_second": 0.731, |
| "step": 7075 |
| } |
| ], |
| "logging_steps": 50, |
| "max_steps": 7075, |
| "num_input_tokens_seen": 0, |
| "num_train_epochs": 5, |
| "save_steps": 500, |
| "stateful_callbacks": { |
| "TrainerControl": { |
| "args": { |
| "should_epoch_stop": false, |
| "should_evaluate": false, |
| "should_log": false, |
| "should_save": true, |
| "should_training_stop": true |
| }, |
| "attributes": {} |
| } |
| }, |
| "total_flos": 1.723382794788864e+16, |
| "train_batch_size": 16, |
| "trial_name": null, |
| "trial_params": null |
| } |
|
|