| { | |
| "best_metric": 0.23055487871170044, | |
| "best_model_checkpoint": "./convnext-base-wd1e-8-4e-5-erasing/checkpoint-10990", | |
| "epoch": 10.0, | |
| "eval_steps": 500, | |
| "global_step": 10990, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.09, | |
| "grad_norm": 21.871763229370117, | |
| "learning_rate": 3.999182900797692e-05, | |
| "loss": 2.4789, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 0.18, | |
| "grad_norm": 17.83153533935547, | |
| "learning_rate": 3.996732270841873e-05, | |
| "loss": 1.3163, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 0.27, | |
| "grad_norm": 19.49209213256836, | |
| "learning_rate": 3.992650112540325e-05, | |
| "loss": 1.0315, | |
| "step": 300 | |
| }, | |
| { | |
| "epoch": 0.36, | |
| "grad_norm": 33.785457611083984, | |
| "learning_rate": 3.986939761421341e-05, | |
| "loss": 0.8006, | |
| "step": 400 | |
| }, | |
| { | |
| "epoch": 0.45, | |
| "grad_norm": 22.69280242919922, | |
| "learning_rate": 3.9796058834082656e-05, | |
| "loss": 0.7755, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 0.55, | |
| "grad_norm": 17.21114158630371, | |
| "learning_rate": 3.970654471006971e-05, | |
| "loss": 0.6705, | |
| "step": 600 | |
| }, | |
| { | |
| "epoch": 0.64, | |
| "grad_norm": 25.925142288208008, | |
| "learning_rate": 3.960092838409391e-05, | |
| "loss": 0.7039, | |
| "step": 700 | |
| }, | |
| { | |
| "epoch": 0.73, | |
| "grad_norm": 9.736983299255371, | |
| "learning_rate": 3.947929615517096e-05, | |
| "loss": 0.6441, | |
| "step": 800 | |
| }, | |
| { | |
| "epoch": 0.82, | |
| "grad_norm": 13.611920356750488, | |
| "learning_rate": 3.93417474088981e-05, | |
| "loss": 0.6039, | |
| "step": 900 | |
| }, | |
| { | |
| "epoch": 0.91, | |
| "grad_norm": 13.253599166870117, | |
| "learning_rate": 3.9188394536246174e-05, | |
| "loss": 0.6036, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.8930417495029821, | |
| "eval_loss": 0.3736543655395508, | |
| "eval_runtime": 106.8745, | |
| "eval_samples_per_second": 23.532, | |
| "eval_steps_per_second": 1.478, | |
| "step": 1099 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "grad_norm": 34.44277572631836, | |
| "learning_rate": 3.90193628417251e-05, | |
| "loss": 0.624, | |
| "step": 1100 | |
| }, | |
| { | |
| "epoch": 1.09, | |
| "grad_norm": 14.051901817321777, | |
| "learning_rate": 3.883479044099763e-05, | |
| "loss": 0.5383, | |
| "step": 1200 | |
| }, | |
| { | |
| "epoch": 1.18, | |
| "grad_norm": 23.078445434570312, | |
| "learning_rate": 3.8634828148025175e-05, | |
| "loss": 0.507, | |
| "step": 1300 | |
| }, | |
| { | |
| "epoch": 1.27, | |
| "grad_norm": 19.300426483154297, | |
| "learning_rate": 3.841963935183782e-05, | |
| "loss": 0.4953, | |
| "step": 1400 | |
| }, | |
| { | |
| "epoch": 1.36, | |
| "grad_norm": 22.54229736328125, | |
| "learning_rate": 3.818939988302927e-05, | |
| "loss": 0.4969, | |
| "step": 1500 | |
| }, | |
| { | |
| "epoch": 1.46, | |
| "grad_norm": 17.774635314941406, | |
| "learning_rate": 3.7944297870085823e-05, | |
| "loss": 0.4826, | |
| "step": 1600 | |
| }, | |
| { | |
| "epoch": 1.55, | |
| "grad_norm": 13.029126167297363, | |
| "learning_rate": 3.768453358566675e-05, | |
| "loss": 0.5326, | |
| "step": 1700 | |
| }, | |
| { | |
| "epoch": 1.64, | |
| "grad_norm": 22.84644317626953, | |
| "learning_rate": 3.741031928296162e-05, | |
| "loss": 0.4899, | |
| "step": 1800 | |
| }, | |
| { | |
| "epoch": 1.73, | |
| "grad_norm": 17.86623764038086, | |
| "learning_rate": 3.712187902225845e-05, | |
| "loss": 0.4475, | |
| "step": 1900 | |
| }, | |
| { | |
| "epoch": 1.82, | |
| "grad_norm": 15.729595184326172, | |
| "learning_rate": 3.681944848786418e-05, | |
| "loss": 0.4841, | |
| "step": 2000 | |
| }, | |
| { | |
| "epoch": 1.91, | |
| "grad_norm": 15.516929626464844, | |
| "learning_rate": 3.6503274795527193e-05, | |
| "loss": 0.4997, | |
| "step": 2100 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.9248508946322067, | |
| "eval_loss": 0.27299922704696655, | |
| "eval_runtime": 105.5397, | |
| "eval_samples_per_second": 23.83, | |
| "eval_steps_per_second": 1.497, | |
| "step": 2198 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 32.8221321105957, | |
| "learning_rate": 3.617361629051932e-05, | |
| "loss": 0.4712, | |
| "step": 2200 | |
| }, | |
| { | |
| "epoch": 2.09, | |
| "grad_norm": 20.870311737060547, | |
| "learning_rate": 3.5830742336542e-05, | |
| "loss": 0.3474, | |
| "step": 2300 | |
| }, | |
| { | |
| "epoch": 2.18, | |
| "grad_norm": 22.007932662963867, | |
| "learning_rate": 3.547493309562956e-05, | |
| "loss": 0.434, | |
| "step": 2400 | |
| }, | |
| { | |
| "epoch": 2.27, | |
| "grad_norm": 11.817858695983887, | |
| "learning_rate": 3.51064792992289e-05, | |
| "loss": 0.3748, | |
| "step": 2500 | |
| }, | |
| { | |
| "epoch": 2.37, | |
| "grad_norm": 15.62509536743164, | |
| "learning_rate": 3.472568201064314e-05, | |
| "loss": 0.4473, | |
| "step": 2600 | |
| }, | |
| { | |
| "epoch": 2.46, | |
| "grad_norm": 29.18074607849121, | |
| "learning_rate": 3.433285237903305e-05, | |
| "loss": 0.384, | |
| "step": 2700 | |
| }, | |
| { | |
| "epoch": 2.55, | |
| "grad_norm": 3.7826242446899414, | |
| "learning_rate": 3.392831138517724e-05, | |
| "loss": 0.4136, | |
| "step": 2800 | |
| }, | |
| { | |
| "epoch": 2.64, | |
| "grad_norm": 37.68365478515625, | |
| "learning_rate": 3.3512389579199094e-05, | |
| "loss": 0.3916, | |
| "step": 2900 | |
| }, | |
| { | |
| "epoch": 2.73, | |
| "grad_norm": 16.420135498046875, | |
| "learning_rate": 3.308542681047451e-05, | |
| "loss": 0.4228, | |
| "step": 3000 | |
| }, | |
| { | |
| "epoch": 2.82, | |
| "grad_norm": 21.540740966796875, | |
| "learning_rate": 3.264777194994121e-05, | |
| "loss": 0.401, | |
| "step": 3100 | |
| }, | |
| { | |
| "epoch": 2.91, | |
| "grad_norm": 17.597993850708008, | |
| "learning_rate": 3.219978260503665e-05, | |
| "loss": 0.3663, | |
| "step": 3200 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.9260437375745527, | |
| "eval_loss": 0.26662740111351013, | |
| "eval_runtime": 105.4604, | |
| "eval_samples_per_second": 23.848, | |
| "eval_steps_per_second": 1.498, | |
| "step": 3297 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 7.028054237365723, | |
| "learning_rate": 3.174182482749717e-05, | |
| "loss": 0.4076, | |
| "step": 3300 | |
| }, | |
| { | |
| "epoch": 3.09, | |
| "grad_norm": 6.525599479675293, | |
| "learning_rate": 3.12742728142575e-05, | |
| "loss": 0.3146, | |
| "step": 3400 | |
| }, | |
| { | |
| "epoch": 3.18, | |
| "grad_norm": 14.01247787475586, | |
| "learning_rate": 3.079750860169469e-05, | |
| "loss": 0.3465, | |
| "step": 3500 | |
| }, | |
| { | |
| "epoch": 3.28, | |
| "grad_norm": 23.31292152404785, | |
| "learning_rate": 3.031192175346651e-05, | |
| "loss": 0.3685, | |
| "step": 3600 | |
| }, | |
| { | |
| "epoch": 3.37, | |
| "grad_norm": 20.722320556640625, | |
| "learning_rate": 2.9817909042199313e-05, | |
| "loss": 0.3136, | |
| "step": 3700 | |
| }, | |
| { | |
| "epoch": 3.46, | |
| "grad_norm": 17.478958129882812, | |
| "learning_rate": 2.93158741252854e-05, | |
| "loss": 0.3403, | |
| "step": 3800 | |
| }, | |
| { | |
| "epoch": 3.55, | |
| "grad_norm": 9.703248023986816, | |
| "learning_rate": 2.8806227215054902e-05, | |
| "loss": 0.3432, | |
| "step": 3900 | |
| }, | |
| { | |
| "epoch": 3.64, | |
| "grad_norm": 11.908836364746094, | |
| "learning_rate": 2.828938474359164e-05, | |
| "loss": 0.3695, | |
| "step": 4000 | |
| }, | |
| { | |
| "epoch": 3.73, | |
| "grad_norm": 22.338346481323242, | |
| "learning_rate": 2.7765769022466762e-05, | |
| "loss": 0.3569, | |
| "step": 4100 | |
| }, | |
| { | |
| "epoch": 3.82, | |
| "grad_norm": 3.3628461360931396, | |
| "learning_rate": 2.723580789766831e-05, | |
| "loss": 0.3324, | |
| "step": 4200 | |
| }, | |
| { | |
| "epoch": 3.91, | |
| "grad_norm": 17.76543617248535, | |
| "learning_rate": 2.669993440000862e-05, | |
| "loss": 0.3176, | |
| "step": 4300 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.9391650099403579, | |
| "eval_loss": 0.2379751056432724, | |
| "eval_runtime": 105.9425, | |
| "eval_samples_per_second": 23.739, | |
| "eval_steps_per_second": 1.491, | |
| "step": 4396 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 13.366058349609375, | |
| "learning_rate": 2.6158586391295163e-05, | |
| "loss": 0.2818, | |
| "step": 4400 | |
| }, | |
| { | |
| "epoch": 4.09, | |
| "grad_norm": 10.28676700592041, | |
| "learning_rate": 2.5612206206554034e-05, | |
| "loss": 0.2891, | |
| "step": 4500 | |
| }, | |
| { | |
| "epoch": 4.19, | |
| "grad_norm": 15.261099815368652, | |
| "learning_rate": 2.5061240292598336e-05, | |
| "loss": 0.3196, | |
| "step": 4600 | |
| }, | |
| { | |
| "epoch": 4.28, | |
| "grad_norm": 23.628677368164062, | |
| "learning_rate": 2.4506138843236867e-05, | |
| "loss": 0.2921, | |
| "step": 4700 | |
| }, | |
| { | |
| "epoch": 4.37, | |
| "grad_norm": 28.432357788085938, | |
| "learning_rate": 2.3947355431421094e-05, | |
| "loss": 0.2641, | |
| "step": 4800 | |
| }, | |
| { | |
| "epoch": 4.46, | |
| "grad_norm": 13.766435623168945, | |
| "learning_rate": 2.3385346638631082e-05, | |
| "loss": 0.2599, | |
| "step": 4900 | |
| }, | |
| { | |
| "epoch": 4.55, | |
| "grad_norm": 17.775606155395508, | |
| "learning_rate": 2.2820571681803108e-05, | |
| "loss": 0.2917, | |
| "step": 5000 | |
| }, | |
| { | |
| "epoch": 4.64, | |
| "grad_norm": 34.89625549316406, | |
| "learning_rate": 2.225349203810388e-05, | |
| "loss": 0.2867, | |
| "step": 5100 | |
| }, | |
| { | |
| "epoch": 4.73, | |
| "grad_norm": 20.649389266967773, | |
| "learning_rate": 2.16845710678579e-05, | |
| "loss": 0.3066, | |
| "step": 5200 | |
| }, | |
| { | |
| "epoch": 4.82, | |
| "grad_norm": 11.82371711730957, | |
| "learning_rate": 2.111427363593615e-05, | |
| "loss": 0.302, | |
| "step": 5300 | |
| }, | |
| { | |
| "epoch": 4.91, | |
| "grad_norm": 18.50792694091797, | |
| "learning_rate": 2.0543065731915316e-05, | |
| "loss": 0.305, | |
| "step": 5400 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_accuracy": 0.9371769383697813, | |
| "eval_loss": 0.24580277502536774, | |
| "eval_runtime": 106.0764, | |
| "eval_samples_per_second": 23.709, | |
| "eval_steps_per_second": 1.489, | |
| "step": 5495 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "grad_norm": 17.39256477355957, | |
| "learning_rate": 1.997141408931814e-05, | |
| "loss": 0.2981, | |
| "step": 5500 | |
| }, | |
| { | |
| "epoch": 5.1, | |
| "grad_norm": 15.757665634155273, | |
| "learning_rate": 1.9399785804245775e-05, | |
| "loss": 0.237, | |
| "step": 5600 | |
| }, | |
| { | |
| "epoch": 5.19, | |
| "grad_norm": 13.927785873413086, | |
| "learning_rate": 1.8828647953713982e-05, | |
| "loss": 0.2281, | |
| "step": 5700 | |
| }, | |
| { | |
| "epoch": 5.28, | |
| "grad_norm": 27.117650985717773, | |
| "learning_rate": 1.825846721400482e-05, | |
| "loss": 0.2586, | |
| "step": 5800 | |
| }, | |
| { | |
| "epoch": 5.37, | |
| "grad_norm": 29.655193328857422, | |
| "learning_rate": 1.7689709479345895e-05, | |
| "loss": 0.2595, | |
| "step": 5900 | |
| }, | |
| { | |
| "epoch": 5.46, | |
| "grad_norm": 12.67216968536377, | |
| "learning_rate": 1.7122839481228503e-05, | |
| "loss": 0.2449, | |
| "step": 6000 | |
| }, | |
| { | |
| "epoch": 5.55, | |
| "grad_norm": 15.060705184936523, | |
| "learning_rate": 1.65583204086759e-05, | |
| "loss": 0.2558, | |
| "step": 6100 | |
| }, | |
| { | |
| "epoch": 5.64, | |
| "grad_norm": 35.11772918701172, | |
| "learning_rate": 1.599661352977198e-05, | |
| "loss": 0.2148, | |
| "step": 6200 | |
| }, | |
| { | |
| "epoch": 5.73, | |
| "grad_norm": 13.670873641967773, | |
| "learning_rate": 1.543817781475941e-05, | |
| "loss": 0.2593, | |
| "step": 6300 | |
| }, | |
| { | |
| "epoch": 5.82, | |
| "grad_norm": 16.197233200073242, | |
| "learning_rate": 1.4883469561015482e-05, | |
| "loss": 0.2482, | |
| "step": 6400 | |
| }, | |
| { | |
| "epoch": 5.91, | |
| "grad_norm": 26.83169937133789, | |
| "learning_rate": 1.433294202021182e-05, | |
| "loss": 0.2489, | |
| "step": 6500 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "eval_accuracy": 0.945924453280318, | |
| "eval_loss": 0.23894770443439484, | |
| "eval_runtime": 105.5878, | |
| "eval_samples_per_second": 23.819, | |
| "eval_steps_per_second": 1.496, | |
| "step": 6594 | |
| }, | |
| { | |
| "epoch": 6.01, | |
| "grad_norm": 15.461714744567871, | |
| "learning_rate": 1.378704502796289e-05, | |
| "loss": 0.2724, | |
| "step": 6600 | |
| }, | |
| { | |
| "epoch": 6.1, | |
| "grad_norm": 13.98656177520752, | |
| "learning_rate": 1.3246224636265588e-05, | |
| "loss": 0.2111, | |
| "step": 6700 | |
| }, | |
| { | |
| "epoch": 6.19, | |
| "grad_norm": 11.368219375610352, | |
| "learning_rate": 1.2710922749030558e-05, | |
| "loss": 0.2428, | |
| "step": 6800 | |
| }, | |
| { | |
| "epoch": 6.28, | |
| "grad_norm": 12.15278434753418, | |
| "learning_rate": 1.2181576761002872e-05, | |
| "loss": 0.2478, | |
| "step": 6900 | |
| }, | |
| { | |
| "epoch": 6.37, | |
| "grad_norm": 2.1350884437561035, | |
| "learning_rate": 1.1658619200367073e-05, | |
| "loss": 0.2005, | |
| "step": 7000 | |
| }, | |
| { | |
| "epoch": 6.46, | |
| "grad_norm": 0.2970704138278961, | |
| "learning_rate": 1.1142477375328796e-05, | |
| "loss": 0.2369, | |
| "step": 7100 | |
| }, | |
| { | |
| "epoch": 6.55, | |
| "grad_norm": 11.124874114990234, | |
| "learning_rate": 1.0633573024961584e-05, | |
| "loss": 0.2222, | |
| "step": 7200 | |
| }, | |
| { | |
| "epoch": 6.64, | |
| "grad_norm": 12.277088165283203, | |
| "learning_rate": 1.013232197460415e-05, | |
| "loss": 0.2092, | |
| "step": 7300 | |
| }, | |
| { | |
| "epoch": 6.73, | |
| "grad_norm": 26.41246223449707, | |
| "learning_rate": 9.639133796089901e-06, | |
| "loss": 0.2214, | |
| "step": 7400 | |
| }, | |
| { | |
| "epoch": 6.82, | |
| "grad_norm": 4.2534918785095215, | |
| "learning_rate": 9.154411473086087e-06, | |
| "loss": 0.1903, | |
| "step": 7500 | |
| }, | |
| { | |
| "epoch": 6.92, | |
| "grad_norm": 0.8372716307640076, | |
| "learning_rate": 8.678551071816193e-06, | |
| "loss": 0.2356, | |
| "step": 7600 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "eval_accuracy": 0.9451292246520875, | |
| "eval_loss": 0.24236075580120087, | |
| "eval_runtime": 105.4122, | |
| "eval_samples_per_second": 23.859, | |
| "eval_steps_per_second": 1.499, | |
| "step": 7693 | |
| }, | |
| { | |
| "epoch": 7.01, | |
| "grad_norm": 21.71571159362793, | |
| "learning_rate": 8.211941417434488e-06, | |
| "loss": 0.1892, | |
| "step": 7700 | |
| }, | |
| { | |
| "epoch": 7.1, | |
| "grad_norm": 35.81491470336914, | |
| "learning_rate": 7.754963776317355e-06, | |
| "loss": 0.2233, | |
| "step": 7800 | |
| }, | |
| { | |
| "epoch": 7.19, | |
| "grad_norm": 14.517807960510254, | |
| "learning_rate": 7.307991544530839e-06, | |
| "loss": 0.184, | |
| "step": 7900 | |
| }, | |
| { | |
| "epoch": 7.28, | |
| "grad_norm": 4.057854652404785, | |
| "learning_rate": 6.871389942728983e-06, | |
| "loss": 0.2041, | |
| "step": 8000 | |
| }, | |
| { | |
| "epoch": 7.37, | |
| "grad_norm": 9.720903396606445, | |
| "learning_rate": 6.445515717732332e-06, | |
| "loss": 0.1968, | |
| "step": 8100 | |
| }, | |
| { | |
| "epoch": 7.46, | |
| "grad_norm": 8.159006118774414, | |
| "learning_rate": 6.03071685103043e-06, | |
| "loss": 0.204, | |
| "step": 8200 | |
| }, | |
| { | |
| "epoch": 7.55, | |
| "grad_norm": 7.216451168060303, | |
| "learning_rate": 5.627332274446377e-06, | |
| "loss": 0.1778, | |
| "step": 8300 | |
| }, | |
| { | |
| "epoch": 7.64, | |
| "grad_norm": 16.071630477905273, | |
| "learning_rate": 5.2356915931959086e-06, | |
| "loss": 0.2121, | |
| "step": 8400 | |
| }, | |
| { | |
| "epoch": 7.73, | |
| "grad_norm": 2.6936397552490234, | |
| "learning_rate": 4.856114816567281e-06, | |
| "loss": 0.1652, | |
| "step": 8500 | |
| }, | |
| { | |
| "epoch": 7.83, | |
| "grad_norm": 13.142534255981445, | |
| "learning_rate": 4.488912096441886e-06, | |
| "loss": 0.1989, | |
| "step": 8600 | |
| }, | |
| { | |
| "epoch": 7.92, | |
| "grad_norm": 1.0733413696289062, | |
| "learning_rate": 4.13438347386943e-06, | |
| "loss": 0.1678, | |
| "step": 8700 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "eval_accuracy": 0.9439363817097416, | |
| "eval_loss": 0.23690353333950043, | |
| "eval_runtime": 105.711, | |
| "eval_samples_per_second": 23.791, | |
| "eval_steps_per_second": 1.495, | |
| "step": 8792 | |
| }, | |
| { | |
| "epoch": 8.01, | |
| "grad_norm": 17.58012580871582, | |
| "learning_rate": 3.7928186339045982e-06, | |
| "loss": 0.1947, | |
| "step": 8800 | |
| }, | |
| { | |
| "epoch": 8.1, | |
| "grad_norm": 20.622407913208008, | |
| "learning_rate": 3.464496668905677e-06, | |
| "loss": 0.1857, | |
| "step": 8900 | |
| }, | |
| { | |
| "epoch": 8.19, | |
| "grad_norm": 0.7151262164115906, | |
| "learning_rate": 3.14968585048836e-06, | |
| "loss": 0.1732, | |
| "step": 9000 | |
| }, | |
| { | |
| "epoch": 8.28, | |
| "grad_norm": 8.048576354980469, | |
| "learning_rate": 2.848643410321257e-06, | |
| "loss": 0.1318, | |
| "step": 9100 | |
| }, | |
| { | |
| "epoch": 8.37, | |
| "grad_norm": 0.751136064529419, | |
| "learning_rate": 2.561615329942089e-06, | |
| "loss": 0.1989, | |
| "step": 9200 | |
| }, | |
| { | |
| "epoch": 8.46, | |
| "grad_norm": 3.61799693107605, | |
| "learning_rate": 2.288836139766373e-06, | |
| "loss": 0.1495, | |
| "step": 9300 | |
| }, | |
| { | |
| "epoch": 8.55, | |
| "grad_norm": 12.693122863769531, | |
| "learning_rate": 2.0305287274528073e-06, | |
| "loss": 0.1762, | |
| "step": 9400 | |
| }, | |
| { | |
| "epoch": 8.64, | |
| "grad_norm": 9.484522819519043, | |
| "learning_rate": 1.7869041557819456e-06, | |
| "loss": 0.1923, | |
| "step": 9500 | |
| }, | |
| { | |
| "epoch": 8.74, | |
| "grad_norm": 24.0538330078125, | |
| "learning_rate": 1.558161490196961e-06, | |
| "loss": 0.1779, | |
| "step": 9600 | |
| }, | |
| { | |
| "epoch": 8.83, | |
| "grad_norm": 1.2370848655700684, | |
| "learning_rate": 1.34448763614744e-06, | |
| "loss": 0.2347, | |
| "step": 9700 | |
| }, | |
| { | |
| "epoch": 8.92, | |
| "grad_norm": 18.4951229095459, | |
| "learning_rate": 1.1460571863690762e-06, | |
| "loss": 0.1565, | |
| "step": 9800 | |
| }, | |
| { | |
| "epoch": 9.0, | |
| "eval_accuracy": 0.9499005964214712, | |
| "eval_loss": 0.23227240145206451, | |
| "eval_runtime": 105.2417, | |
| "eval_samples_per_second": 23.897, | |
| "eval_steps_per_second": 1.501, | |
| "step": 9891 | |
| }, | |
| { | |
| "epoch": 9.01, | |
| "grad_norm": 12.973793983459473, | |
| "learning_rate": 9.63032278224101e-07, | |
| "loss": 0.1495, | |
| "step": 9900 | |
| }, | |
| { | |
| "epoch": 9.1, | |
| "grad_norm": 7.522297382354736, | |
| "learning_rate": 7.955624612189594e-07, | |
| "loss": 0.1573, | |
| "step": 10000 | |
| }, | |
| { | |
| "epoch": 9.19, | |
| "grad_norm": 15.810741424560547, | |
| "learning_rate": 6.4378457480754e-07, | |
| "loss": 0.1692, | |
| "step": 10100 | |
| }, | |
| { | |
| "epoch": 9.28, | |
| "grad_norm": 15.419889450073242, | |
| "learning_rate": 5.078226365797556e-07, | |
| "loss": 0.1387, | |
| "step": 10200 | |
| }, | |
| { | |
| "epoch": 9.37, | |
| "grad_norm": 10.454876899719238, | |
| "learning_rate": 3.877877409268771e-07, | |
| "loss": 0.1696, | |
| "step": 10300 | |
| }, | |
| { | |
| "epoch": 9.46, | |
| "grad_norm": 0.05530254915356636, | |
| "learning_rate": 2.837779682663899e-07, | |
| "loss": 0.1417, | |
| "step": 10400 | |
| }, | |
| { | |
| "epoch": 9.55, | |
| "grad_norm": 14.749571800231934, | |
| "learning_rate": 1.958783049005719e-07, | |
| "loss": 0.1799, | |
| "step": 10500 | |
| }, | |
| { | |
| "epoch": 9.65, | |
| "grad_norm": 32.72957992553711, | |
| "learning_rate": 1.2416057357423684e-07, | |
| "loss": 0.1893, | |
| "step": 10600 | |
| }, | |
| { | |
| "epoch": 9.74, | |
| "grad_norm": 26.80739974975586, | |
| "learning_rate": 6.868337478844523e-08, | |
| "loss": 0.1796, | |
| "step": 10700 | |
| }, | |
| { | |
| "epoch": 9.83, | |
| "grad_norm": 9.608071327209473, | |
| "learning_rate": 2.9492038918070844e-08, | |
| "loss": 0.178, | |
| "step": 10800 | |
| }, | |
| { | |
| "epoch": 9.92, | |
| "grad_norm": 13.889327049255371, | |
| "learning_rate": 6.618589172393553e-09, | |
| "loss": 0.1643, | |
| "step": 10900 | |
| }, | |
| { | |
| "epoch": 10.0, | |
| "eval_accuracy": 0.9502982107355865, | |
| "eval_loss": 0.23055487871170044, | |
| "eval_runtime": 105.2963, | |
| "eval_samples_per_second": 23.885, | |
| "eval_steps_per_second": 1.501, | |
| "step": 10990 | |
| }, | |
| { | |
| "epoch": 10.0, | |
| "step": 10990, | |
| "total_flos": 4.09349935387607e+19, | |
| "train_loss": 0.34581250545650966, | |
| "train_runtime": 18969.8729, | |
| "train_samples_per_second": 9.268, | |
| "train_steps_per_second": 0.579 | |
| } | |
| ], | |
| "logging_steps": 100, | |
| "max_steps": 10990, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 10, | |
| "save_steps": 500, | |
| "total_flos": 4.09349935387607e+19, | |
| "train_batch_size": 16, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |