| { | |
| "best_metric": 0.4087750315666199, | |
| "best_model_checkpoint": "deberta-v3-large-lr55-e6-bs4-acc6-dsv3/checkpoint-213", | |
| "epoch": 12.0, | |
| "eval_steps": 500, | |
| "global_step": 512, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.02, | |
| "grad_norm": 1.8460181951522827, | |
| "learning_rate": 5.496726190476191e-06, | |
| "loss": 0.6818, | |
| "step": 1 | |
| }, | |
| { | |
| "epoch": 0.05, | |
| "grad_norm": 1.9176546335220337, | |
| "learning_rate": 5.493452380952381e-06, | |
| "loss": 0.7102, | |
| "step": 2 | |
| }, | |
| { | |
| "epoch": 0.07, | |
| "grad_norm": 2.076033353805542, | |
| "learning_rate": 5.490178571428571e-06, | |
| "loss": 0.712, | |
| "step": 3 | |
| }, | |
| { | |
| "epoch": 0.09, | |
| "grad_norm": 0.9934174418449402, | |
| "learning_rate": 5.486904761904762e-06, | |
| "loss": 0.6877, | |
| "step": 4 | |
| }, | |
| { | |
| "epoch": 0.12, | |
| "grad_norm": 3.206833600997925, | |
| "learning_rate": 5.483630952380952e-06, | |
| "loss": 0.7138, | |
| "step": 5 | |
| }, | |
| { | |
| "epoch": 0.14, | |
| "grad_norm": 0.930253803730011, | |
| "learning_rate": 5.480357142857143e-06, | |
| "loss": 0.675, | |
| "step": 6 | |
| }, | |
| { | |
| "epoch": 0.16, | |
| "grad_norm": 1.047216773033142, | |
| "learning_rate": 5.477083333333333e-06, | |
| "loss": 0.7025, | |
| "step": 7 | |
| }, | |
| { | |
| "epoch": 0.19, | |
| "grad_norm": 2.5932674407958984, | |
| "learning_rate": 5.473809523809524e-06, | |
| "loss": 0.6736, | |
| "step": 8 | |
| }, | |
| { | |
| "epoch": 0.21, | |
| "grad_norm": 1.1506260633468628, | |
| "learning_rate": 5.4705357142857145e-06, | |
| "loss": 0.6687, | |
| "step": 9 | |
| }, | |
| { | |
| "epoch": 0.23, | |
| "grad_norm": 2.9675679206848145, | |
| "learning_rate": 5.4672619047619045e-06, | |
| "loss": 0.7021, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 0.26, | |
| "grad_norm": 3.620849132537842, | |
| "learning_rate": 5.463988095238095e-06, | |
| "loss": 0.682, | |
| "step": 11 | |
| }, | |
| { | |
| "epoch": 0.28, | |
| "grad_norm": 2.2752580642700195, | |
| "learning_rate": 5.460714285714286e-06, | |
| "loss": 0.6633, | |
| "step": 12 | |
| }, | |
| { | |
| "epoch": 0.3, | |
| "grad_norm": 3.6715457439422607, | |
| "learning_rate": 5.457440476190476e-06, | |
| "loss": 0.6926, | |
| "step": 13 | |
| }, | |
| { | |
| "epoch": 0.33, | |
| "grad_norm": 3.4275119304656982, | |
| "learning_rate": 5.454166666666667e-06, | |
| "loss": 0.6945, | |
| "step": 14 | |
| }, | |
| { | |
| "epoch": 0.35, | |
| "grad_norm": 2.6921539306640625, | |
| "learning_rate": 5.450892857142857e-06, | |
| "loss": 0.6876, | |
| "step": 15 | |
| }, | |
| { | |
| "epoch": 0.38, | |
| "grad_norm": 3.6308276653289795, | |
| "learning_rate": 5.4476190476190476e-06, | |
| "loss": 0.7249, | |
| "step": 16 | |
| }, | |
| { | |
| "epoch": 0.4, | |
| "grad_norm": 1.0595824718475342, | |
| "learning_rate": 5.444345238095238e-06, | |
| "loss": 0.6804, | |
| "step": 17 | |
| }, | |
| { | |
| "epoch": 0.42, | |
| "grad_norm": 2.645174026489258, | |
| "learning_rate": 5.441071428571428e-06, | |
| "loss": 0.6768, | |
| "step": 18 | |
| }, | |
| { | |
| "epoch": 0.45, | |
| "grad_norm": 1.631472110748291, | |
| "learning_rate": 5.437797619047619e-06, | |
| "loss": 0.6812, | |
| "step": 19 | |
| }, | |
| { | |
| "epoch": 0.47, | |
| "grad_norm": 3.3360867500305176, | |
| "learning_rate": 5.43452380952381e-06, | |
| "loss": 0.6817, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 0.49, | |
| "grad_norm": 1.531082034111023, | |
| "learning_rate": 5.43125e-06, | |
| "loss": 0.6624, | |
| "step": 21 | |
| }, | |
| { | |
| "epoch": 0.52, | |
| "grad_norm": 2.1303884983062744, | |
| "learning_rate": 5.427976190476191e-06, | |
| "loss": 0.6926, | |
| "step": 22 | |
| }, | |
| { | |
| "epoch": 0.54, | |
| "grad_norm": 2.1816420555114746, | |
| "learning_rate": 5.4247023809523815e-06, | |
| "loss": 0.7173, | |
| "step": 23 | |
| }, | |
| { | |
| "epoch": 0.56, | |
| "grad_norm": 3.382896900177002, | |
| "learning_rate": 5.4214285714285714e-06, | |
| "loss": 0.7172, | |
| "step": 24 | |
| }, | |
| { | |
| "epoch": 0.59, | |
| "grad_norm": 4.177649021148682, | |
| "learning_rate": 5.418154761904762e-06, | |
| "loss": 0.6932, | |
| "step": 25 | |
| }, | |
| { | |
| "epoch": 0.61, | |
| "grad_norm": 6.432918548583984, | |
| "learning_rate": 5.414880952380952e-06, | |
| "loss": 0.6679, | |
| "step": 26 | |
| }, | |
| { | |
| "epoch": 0.63, | |
| "grad_norm": 1.7472172975540161, | |
| "learning_rate": 5.411607142857142e-06, | |
| "loss": 0.6704, | |
| "step": 27 | |
| }, | |
| { | |
| "epoch": 0.66, | |
| "grad_norm": 2.1172163486480713, | |
| "learning_rate": 5.408333333333333e-06, | |
| "loss": 0.6637, | |
| "step": 28 | |
| }, | |
| { | |
| "epoch": 0.68, | |
| "grad_norm": 1.6855010986328125, | |
| "learning_rate": 5.405059523809524e-06, | |
| "loss": 0.656, | |
| "step": 29 | |
| }, | |
| { | |
| "epoch": 0.7, | |
| "grad_norm": 2.4389238357543945, | |
| "learning_rate": 5.401785714285714e-06, | |
| "loss": 0.6562, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 0.73, | |
| "grad_norm": 3.0723414421081543, | |
| "learning_rate": 5.3985119047619045e-06, | |
| "loss": 0.6812, | |
| "step": 31 | |
| }, | |
| { | |
| "epoch": 0.75, | |
| "grad_norm": 2.1830461025238037, | |
| "learning_rate": 5.3952380952380944e-06, | |
| "loss": 0.6448, | |
| "step": 32 | |
| }, | |
| { | |
| "epoch": 0.77, | |
| "grad_norm": 3.109797716140747, | |
| "learning_rate": 5.391964285714285e-06, | |
| "loss": 0.6841, | |
| "step": 33 | |
| }, | |
| { | |
| "epoch": 0.8, | |
| "grad_norm": 2.5417990684509277, | |
| "learning_rate": 5.388690476190476e-06, | |
| "loss": 0.6428, | |
| "step": 34 | |
| }, | |
| { | |
| "epoch": 0.82, | |
| "grad_norm": 2.0981853008270264, | |
| "learning_rate": 5.385416666666666e-06, | |
| "loss": 0.6493, | |
| "step": 35 | |
| }, | |
| { | |
| "epoch": 0.84, | |
| "grad_norm": 1.927240014076233, | |
| "learning_rate": 5.382142857142857e-06, | |
| "loss": 0.6496, | |
| "step": 36 | |
| }, | |
| { | |
| "epoch": 0.87, | |
| "grad_norm": 4.362425327301025, | |
| "learning_rate": 5.378869047619048e-06, | |
| "loss": 0.6666, | |
| "step": 37 | |
| }, | |
| { | |
| "epoch": 0.89, | |
| "grad_norm": 6.46484899520874, | |
| "learning_rate": 5.3755952380952376e-06, | |
| "loss": 0.7947, | |
| "step": 38 | |
| }, | |
| { | |
| "epoch": 0.91, | |
| "grad_norm": 3.2664661407470703, | |
| "learning_rate": 5.372321428571428e-06, | |
| "loss": 0.608, | |
| "step": 39 | |
| }, | |
| { | |
| "epoch": 0.94, | |
| "grad_norm": 2.2718191146850586, | |
| "learning_rate": 5.369047619047619e-06, | |
| "loss": 0.6247, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 0.96, | |
| "grad_norm": 5.372130870819092, | |
| "learning_rate": 5.365773809523809e-06, | |
| "loss": 0.7885, | |
| "step": 41 | |
| }, | |
| { | |
| "epoch": 0.98, | |
| "grad_norm": 1.7550398111343384, | |
| "learning_rate": 5.3625e-06, | |
| "loss": 0.6425, | |
| "step": 42 | |
| }, | |
| { | |
| "epoch": 0.98, | |
| "eval_accuracy": 0.6681818181818182, | |
| "eval_loss": 0.6295949816703796, | |
| "eval_runtime": 1.9777, | |
| "eval_samples_per_second": 111.242, | |
| "eval_steps_per_second": 27.81, | |
| "step": 42 | |
| }, | |
| { | |
| "epoch": 1.01, | |
| "grad_norm": 3.6129467487335205, | |
| "learning_rate": 5.35922619047619e-06, | |
| "loss": 0.7519, | |
| "step": 43 | |
| }, | |
| { | |
| "epoch": 1.03, | |
| "grad_norm": 4.161266326904297, | |
| "learning_rate": 5.355952380952381e-06, | |
| "loss": 0.6534, | |
| "step": 44 | |
| }, | |
| { | |
| "epoch": 1.05, | |
| "grad_norm": 2.0768189430236816, | |
| "learning_rate": 5.3526785714285715e-06, | |
| "loss": 0.6805, | |
| "step": 45 | |
| }, | |
| { | |
| "epoch": 1.08, | |
| "grad_norm": 2.847532272338867, | |
| "learning_rate": 5.349404761904761e-06, | |
| "loss": 0.6691, | |
| "step": 46 | |
| }, | |
| { | |
| "epoch": 1.1, | |
| "grad_norm": 2.2965738773345947, | |
| "learning_rate": 5.346130952380952e-06, | |
| "loss": 0.6695, | |
| "step": 47 | |
| }, | |
| { | |
| "epoch": 1.12, | |
| "grad_norm": 2.5308315753936768, | |
| "learning_rate": 5.342857142857143e-06, | |
| "loss": 0.6215, | |
| "step": 48 | |
| }, | |
| { | |
| "epoch": 1.15, | |
| "grad_norm": 2.581547975540161, | |
| "learning_rate": 5.339583333333333e-06, | |
| "loss": 0.5902, | |
| "step": 49 | |
| }, | |
| { | |
| "epoch": 1.17, | |
| "grad_norm": 3.935713768005371, | |
| "learning_rate": 5.336309523809524e-06, | |
| "loss": 0.5963, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 1.2, | |
| "grad_norm": 3.4248504638671875, | |
| "learning_rate": 5.333035714285714e-06, | |
| "loss": 0.6649, | |
| "step": 51 | |
| }, | |
| { | |
| "epoch": 1.22, | |
| "grad_norm": 7.237908840179443, | |
| "learning_rate": 5.3297619047619045e-06, | |
| "loss": 0.7107, | |
| "step": 52 | |
| }, | |
| { | |
| "epoch": 1.24, | |
| "grad_norm": 2.9264256954193115, | |
| "learning_rate": 5.326488095238095e-06, | |
| "loss": 0.6806, | |
| "step": 53 | |
| }, | |
| { | |
| "epoch": 1.27, | |
| "grad_norm": 2.699674606323242, | |
| "learning_rate": 5.323214285714285e-06, | |
| "loss": 0.6276, | |
| "step": 54 | |
| }, | |
| { | |
| "epoch": 1.29, | |
| "grad_norm": 3.520171642303467, | |
| "learning_rate": 5.319940476190476e-06, | |
| "loss": 0.6278, | |
| "step": 55 | |
| }, | |
| { | |
| "epoch": 1.31, | |
| "grad_norm": 2.0494229793548584, | |
| "learning_rate": 5.316666666666667e-06, | |
| "loss": 0.5886, | |
| "step": 56 | |
| }, | |
| { | |
| "epoch": 1.34, | |
| "grad_norm": 2.4809341430664062, | |
| "learning_rate": 5.313392857142857e-06, | |
| "loss": 0.6001, | |
| "step": 57 | |
| }, | |
| { | |
| "epoch": 1.36, | |
| "grad_norm": 5.9523820877075195, | |
| "learning_rate": 5.310119047619048e-06, | |
| "loss": 0.6717, | |
| "step": 58 | |
| }, | |
| { | |
| "epoch": 1.38, | |
| "grad_norm": 4.1546502113342285, | |
| "learning_rate": 5.306845238095238e-06, | |
| "loss": 0.6483, | |
| "step": 59 | |
| }, | |
| { | |
| "epoch": 1.41, | |
| "grad_norm": 3.3143973350524902, | |
| "learning_rate": 5.303571428571428e-06, | |
| "loss": 0.5775, | |
| "step": 60 | |
| }, | |
| { | |
| "epoch": 1.43, | |
| "grad_norm": 7.167575359344482, | |
| "learning_rate": 5.300297619047619e-06, | |
| "loss": 0.6182, | |
| "step": 61 | |
| }, | |
| { | |
| "epoch": 1.45, | |
| "grad_norm": 1.888744592666626, | |
| "learning_rate": 5.297023809523809e-06, | |
| "loss": 0.5694, | |
| "step": 62 | |
| }, | |
| { | |
| "epoch": 1.48, | |
| "grad_norm": 4.127984046936035, | |
| "learning_rate": 5.29375e-06, | |
| "loss": 0.5242, | |
| "step": 63 | |
| }, | |
| { | |
| "epoch": 1.5, | |
| "grad_norm": 3.9158403873443604, | |
| "learning_rate": 5.290476190476191e-06, | |
| "loss": 0.5515, | |
| "step": 64 | |
| }, | |
| { | |
| "epoch": 1.52, | |
| "grad_norm": 3.5147557258605957, | |
| "learning_rate": 5.287202380952381e-06, | |
| "loss": 0.5724, | |
| "step": 65 | |
| }, | |
| { | |
| "epoch": 1.55, | |
| "grad_norm": 4.157176494598389, | |
| "learning_rate": 5.2839285714285715e-06, | |
| "loss": 0.6203, | |
| "step": 66 | |
| }, | |
| { | |
| "epoch": 1.57, | |
| "grad_norm": 5.852452754974365, | |
| "learning_rate": 5.280654761904762e-06, | |
| "loss": 0.6141, | |
| "step": 67 | |
| }, | |
| { | |
| "epoch": 1.59, | |
| "grad_norm": 4.920362949371338, | |
| "learning_rate": 5.277380952380952e-06, | |
| "loss": 0.6591, | |
| "step": 68 | |
| }, | |
| { | |
| "epoch": 1.62, | |
| "grad_norm": 13.502717018127441, | |
| "learning_rate": 5.274107142857143e-06, | |
| "loss": 0.5012, | |
| "step": 69 | |
| }, | |
| { | |
| "epoch": 1.64, | |
| "grad_norm": 3.996752977371216, | |
| "learning_rate": 5.270833333333333e-06, | |
| "loss": 0.5382, | |
| "step": 70 | |
| }, | |
| { | |
| "epoch": 1.66, | |
| "grad_norm": 6.804556369781494, | |
| "learning_rate": 5.267559523809524e-06, | |
| "loss": 0.6235, | |
| "step": 71 | |
| }, | |
| { | |
| "epoch": 1.69, | |
| "grad_norm": 3.19149112701416, | |
| "learning_rate": 5.264285714285715e-06, | |
| "loss": 0.6962, | |
| "step": 72 | |
| }, | |
| { | |
| "epoch": 1.71, | |
| "grad_norm": 5.843012809753418, | |
| "learning_rate": 5.2610119047619045e-06, | |
| "loss": 0.619, | |
| "step": 73 | |
| }, | |
| { | |
| "epoch": 1.73, | |
| "grad_norm": 8.353483200073242, | |
| "learning_rate": 5.257738095238095e-06, | |
| "loss": 0.5508, | |
| "step": 74 | |
| }, | |
| { | |
| "epoch": 1.76, | |
| "grad_norm": 4.157430648803711, | |
| "learning_rate": 5.254464285714286e-06, | |
| "loss": 0.5476, | |
| "step": 75 | |
| }, | |
| { | |
| "epoch": 1.78, | |
| "grad_norm": 7.451327800750732, | |
| "learning_rate": 5.251190476190476e-06, | |
| "loss": 0.563, | |
| "step": 76 | |
| }, | |
| { | |
| "epoch": 1.8, | |
| "grad_norm": 2.8933181762695312, | |
| "learning_rate": 5.247916666666667e-06, | |
| "loss": 0.537, | |
| "step": 77 | |
| }, | |
| { | |
| "epoch": 1.83, | |
| "grad_norm": 5.481462478637695, | |
| "learning_rate": 5.244642857142858e-06, | |
| "loss": 0.4794, | |
| "step": 78 | |
| }, | |
| { | |
| "epoch": 1.85, | |
| "grad_norm": 3.3026862144470215, | |
| "learning_rate": 5.241369047619047e-06, | |
| "loss": 0.5493, | |
| "step": 79 | |
| }, | |
| { | |
| "epoch": 1.88, | |
| "grad_norm": 4.270678520202637, | |
| "learning_rate": 5.238095238095238e-06, | |
| "loss": 0.5098, | |
| "step": 80 | |
| }, | |
| { | |
| "epoch": 1.9, | |
| "grad_norm": 6.741820812225342, | |
| "learning_rate": 5.234821428571428e-06, | |
| "loss": 0.587, | |
| "step": 81 | |
| }, | |
| { | |
| "epoch": 1.92, | |
| "grad_norm": 12.857108116149902, | |
| "learning_rate": 5.231547619047618e-06, | |
| "loss": 0.6178, | |
| "step": 82 | |
| }, | |
| { | |
| "epoch": 1.95, | |
| "grad_norm": 14.573826789855957, | |
| "learning_rate": 5.228273809523809e-06, | |
| "loss": 0.5698, | |
| "step": 83 | |
| }, | |
| { | |
| "epoch": 1.97, | |
| "grad_norm": 16.281530380249023, | |
| "learning_rate": 5.225e-06, | |
| "loss": 0.5929, | |
| "step": 84 | |
| }, | |
| { | |
| "epoch": 1.99, | |
| "grad_norm": 8.965470314025879, | |
| "learning_rate": 5.22172619047619e-06, | |
| "loss": 0.583, | |
| "step": 85 | |
| }, | |
| { | |
| "epoch": 1.99, | |
| "eval_accuracy": 0.7, | |
| "eval_loss": 0.5743765830993652, | |
| "eval_runtime": 1.9707, | |
| "eval_samples_per_second": 111.636, | |
| "eval_steps_per_second": 27.909, | |
| "step": 85 | |
| }, | |
| { | |
| "epoch": 2.02, | |
| "grad_norm": 7.075886249542236, | |
| "learning_rate": 5.218452380952381e-06, | |
| "loss": 0.5969, | |
| "step": 86 | |
| }, | |
| { | |
| "epoch": 2.04, | |
| "grad_norm": 5.647829055786133, | |
| "learning_rate": 5.2151785714285715e-06, | |
| "loss": 0.5581, | |
| "step": 87 | |
| }, | |
| { | |
| "epoch": 2.06, | |
| "grad_norm": 12.890501976013184, | |
| "learning_rate": 5.2119047619047615e-06, | |
| "loss": 0.5742, | |
| "step": 88 | |
| }, | |
| { | |
| "epoch": 2.09, | |
| "grad_norm": 6.206398963928223, | |
| "learning_rate": 5.208630952380952e-06, | |
| "loss": 0.4763, | |
| "step": 89 | |
| }, | |
| { | |
| "epoch": 2.11, | |
| "grad_norm": 15.82968521118164, | |
| "learning_rate": 5.205357142857142e-06, | |
| "loss": 0.5015, | |
| "step": 90 | |
| }, | |
| { | |
| "epoch": 2.13, | |
| "grad_norm": 2.781341314315796, | |
| "learning_rate": 5.202083333333333e-06, | |
| "loss": 0.6048, | |
| "step": 91 | |
| }, | |
| { | |
| "epoch": 2.16, | |
| "grad_norm": 31.130008697509766, | |
| "learning_rate": 5.198809523809524e-06, | |
| "loss": 0.6021, | |
| "step": 92 | |
| }, | |
| { | |
| "epoch": 2.18, | |
| "grad_norm": 41.88652038574219, | |
| "learning_rate": 5.195535714285714e-06, | |
| "loss": 0.5294, | |
| "step": 93 | |
| }, | |
| { | |
| "epoch": 2.2, | |
| "grad_norm": 13.205155372619629, | |
| "learning_rate": 5.1922619047619046e-06, | |
| "loss": 0.5571, | |
| "step": 94 | |
| }, | |
| { | |
| "epoch": 2.23, | |
| "grad_norm": 4.5637054443359375, | |
| "learning_rate": 5.188988095238095e-06, | |
| "loss": 0.415, | |
| "step": 95 | |
| }, | |
| { | |
| "epoch": 2.25, | |
| "grad_norm": 8.613974571228027, | |
| "learning_rate": 5.185714285714285e-06, | |
| "loss": 0.665, | |
| "step": 96 | |
| }, | |
| { | |
| "epoch": 2.27, | |
| "grad_norm": 16.234405517578125, | |
| "learning_rate": 5.182440476190476e-06, | |
| "loss": 0.5181, | |
| "step": 97 | |
| }, | |
| { | |
| "epoch": 2.3, | |
| "grad_norm": 6.523887634277344, | |
| "learning_rate": 5.179166666666666e-06, | |
| "loss": 0.4848, | |
| "step": 98 | |
| }, | |
| { | |
| "epoch": 2.32, | |
| "grad_norm": 9.602444648742676, | |
| "learning_rate": 5.175892857142857e-06, | |
| "loss": 0.4226, | |
| "step": 99 | |
| }, | |
| { | |
| "epoch": 2.34, | |
| "grad_norm": 5.141808032989502, | |
| "learning_rate": 5.172619047619048e-06, | |
| "loss": 0.4066, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 2.37, | |
| "grad_norm": 14.732641220092773, | |
| "learning_rate": 5.169345238095238e-06, | |
| "loss": 0.4309, | |
| "step": 101 | |
| }, | |
| { | |
| "epoch": 2.39, | |
| "grad_norm": 13.681814193725586, | |
| "learning_rate": 5.166071428571428e-06, | |
| "loss": 0.5336, | |
| "step": 102 | |
| }, | |
| { | |
| "epoch": 2.41, | |
| "grad_norm": 9.389954566955566, | |
| "learning_rate": 5.162797619047619e-06, | |
| "loss": 0.4979, | |
| "step": 103 | |
| }, | |
| { | |
| "epoch": 2.44, | |
| "grad_norm": 3.370234727859497, | |
| "learning_rate": 5.159523809523809e-06, | |
| "loss": 0.5064, | |
| "step": 104 | |
| }, | |
| { | |
| "epoch": 2.46, | |
| "grad_norm": 6.832080841064453, | |
| "learning_rate": 5.15625e-06, | |
| "loss": 0.5425, | |
| "step": 105 | |
| }, | |
| { | |
| "epoch": 2.48, | |
| "grad_norm": 5.864181041717529, | |
| "learning_rate": 5.152976190476191e-06, | |
| "loss": 0.4536, | |
| "step": 106 | |
| }, | |
| { | |
| "epoch": 2.51, | |
| "grad_norm": 4.189244747161865, | |
| "learning_rate": 5.149702380952381e-06, | |
| "loss": 0.5783, | |
| "step": 107 | |
| }, | |
| { | |
| "epoch": 2.53, | |
| "grad_norm": 13.515569686889648, | |
| "learning_rate": 5.1464285714285715e-06, | |
| "loss": 0.6054, | |
| "step": 108 | |
| }, | |
| { | |
| "epoch": 2.55, | |
| "grad_norm": 8.88909912109375, | |
| "learning_rate": 5.1431547619047615e-06, | |
| "loss": 0.4679, | |
| "step": 109 | |
| }, | |
| { | |
| "epoch": 2.58, | |
| "grad_norm": 12.870144844055176, | |
| "learning_rate": 5.139880952380952e-06, | |
| "loss": 0.4515, | |
| "step": 110 | |
| }, | |
| { | |
| "epoch": 2.6, | |
| "grad_norm": 7.6494927406311035, | |
| "learning_rate": 5.136607142857143e-06, | |
| "loss": 0.4118, | |
| "step": 111 | |
| }, | |
| { | |
| "epoch": 2.62, | |
| "grad_norm": 5.379680633544922, | |
| "learning_rate": 5.133333333333333e-06, | |
| "loss": 0.4404, | |
| "step": 112 | |
| }, | |
| { | |
| "epoch": 2.65, | |
| "grad_norm": 12.46003246307373, | |
| "learning_rate": 5.130059523809524e-06, | |
| "loss": 0.5413, | |
| "step": 113 | |
| }, | |
| { | |
| "epoch": 2.67, | |
| "grad_norm": 16.497268676757812, | |
| "learning_rate": 5.126785714285715e-06, | |
| "loss": 0.4424, | |
| "step": 114 | |
| }, | |
| { | |
| "epoch": 2.7, | |
| "grad_norm": 27.879886627197266, | |
| "learning_rate": 5.123511904761905e-06, | |
| "loss": 0.6332, | |
| "step": 115 | |
| }, | |
| { | |
| "epoch": 2.72, | |
| "grad_norm": 24.27963638305664, | |
| "learning_rate": 5.120238095238095e-06, | |
| "loss": 0.6507, | |
| "step": 116 | |
| }, | |
| { | |
| "epoch": 2.74, | |
| "grad_norm": 9.079182624816895, | |
| "learning_rate": 5.116964285714285e-06, | |
| "loss": 0.4821, | |
| "step": 117 | |
| }, | |
| { | |
| "epoch": 2.77, | |
| "grad_norm": 8.210986137390137, | |
| "learning_rate": 5.113690476190476e-06, | |
| "loss": 0.4236, | |
| "step": 118 | |
| }, | |
| { | |
| "epoch": 2.79, | |
| "grad_norm": 9.538209915161133, | |
| "learning_rate": 5.110416666666667e-06, | |
| "loss": 0.5458, | |
| "step": 119 | |
| }, | |
| { | |
| "epoch": 2.81, | |
| "grad_norm": 11.242250442504883, | |
| "learning_rate": 5.107142857142857e-06, | |
| "loss": 0.3717, | |
| "step": 120 | |
| }, | |
| { | |
| "epoch": 2.84, | |
| "grad_norm": 7.99606466293335, | |
| "learning_rate": 5.103869047619048e-06, | |
| "loss": 0.463, | |
| "step": 121 | |
| }, | |
| { | |
| "epoch": 2.86, | |
| "grad_norm": 8.157175064086914, | |
| "learning_rate": 5.1005952380952385e-06, | |
| "loss": 0.4463, | |
| "step": 122 | |
| }, | |
| { | |
| "epoch": 2.88, | |
| "grad_norm": 6.33786678314209, | |
| "learning_rate": 5.0973214285714284e-06, | |
| "loss": 0.4483, | |
| "step": 123 | |
| }, | |
| { | |
| "epoch": 2.91, | |
| "grad_norm": 12.092632293701172, | |
| "learning_rate": 5.094047619047619e-06, | |
| "loss": 0.4729, | |
| "step": 124 | |
| }, | |
| { | |
| "epoch": 2.93, | |
| "grad_norm": 6.666680335998535, | |
| "learning_rate": 5.09077380952381e-06, | |
| "loss": 0.4628, | |
| "step": 125 | |
| }, | |
| { | |
| "epoch": 2.95, | |
| "grad_norm": 13.772384643554688, | |
| "learning_rate": 5.0875e-06, | |
| "loss": 0.2814, | |
| "step": 126 | |
| }, | |
| { | |
| "epoch": 2.98, | |
| "grad_norm": 28.22318458557129, | |
| "learning_rate": 5.084226190476191e-06, | |
| "loss": 0.6727, | |
| "step": 127 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 25.690156936645508, | |
| "learning_rate": 5.080952380952381e-06, | |
| "loss": 0.4848, | |
| "step": 128 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.7227272727272728, | |
| "eval_loss": 0.6313565373420715, | |
| "eval_runtime": 1.9701, | |
| "eval_samples_per_second": 111.669, | |
| "eval_steps_per_second": 27.917, | |
| "step": 128 | |
| }, | |
| { | |
| "epoch": 3.02, | |
| "grad_norm": 20.357358932495117, | |
| "learning_rate": 5.0776785714285715e-06, | |
| "loss": 0.6101, | |
| "step": 129 | |
| }, | |
| { | |
| "epoch": 3.05, | |
| "grad_norm": 24.226192474365234, | |
| "learning_rate": 5.074404761904762e-06, | |
| "loss": 0.4901, | |
| "step": 130 | |
| }, | |
| { | |
| "epoch": 3.07, | |
| "grad_norm": 21.727924346923828, | |
| "learning_rate": 5.071130952380952e-06, | |
| "loss": 0.3983, | |
| "step": 131 | |
| }, | |
| { | |
| "epoch": 3.09, | |
| "grad_norm": 8.311666488647461, | |
| "learning_rate": 5.067857142857142e-06, | |
| "loss": 0.4098, | |
| "step": 132 | |
| }, | |
| { | |
| "epoch": 3.12, | |
| "grad_norm": 8.897052764892578, | |
| "learning_rate": 5.064583333333333e-06, | |
| "loss": 0.4665, | |
| "step": 133 | |
| }, | |
| { | |
| "epoch": 3.14, | |
| "grad_norm": 24.099576950073242, | |
| "learning_rate": 5.061309523809523e-06, | |
| "loss": 0.4198, | |
| "step": 134 | |
| }, | |
| { | |
| "epoch": 3.16, | |
| "grad_norm": 10.50734806060791, | |
| "learning_rate": 5.058035714285714e-06, | |
| "loss": 0.3888, | |
| "step": 135 | |
| }, | |
| { | |
| "epoch": 3.19, | |
| "grad_norm": 22.82213592529297, | |
| "learning_rate": 5.054761904761905e-06, | |
| "loss": 0.4525, | |
| "step": 136 | |
| }, | |
| { | |
| "epoch": 3.21, | |
| "grad_norm": 37.29859161376953, | |
| "learning_rate": 5.0514880952380946e-06, | |
| "loss": 0.486, | |
| "step": 137 | |
| }, | |
| { | |
| "epoch": 3.23, | |
| "grad_norm": 14.720842361450195, | |
| "learning_rate": 5.048214285714285e-06, | |
| "loss": 0.4094, | |
| "step": 138 | |
| }, | |
| { | |
| "epoch": 3.26, | |
| "grad_norm": 13.443496704101562, | |
| "learning_rate": 5.044940476190476e-06, | |
| "loss": 0.3444, | |
| "step": 139 | |
| }, | |
| { | |
| "epoch": 3.28, | |
| "grad_norm": 10.844743728637695, | |
| "learning_rate": 5.041666666666666e-06, | |
| "loss": 0.3291, | |
| "step": 140 | |
| }, | |
| { | |
| "epoch": 3.3, | |
| "grad_norm": 10.810824394226074, | |
| "learning_rate": 5.038392857142857e-06, | |
| "loss": 0.4249, | |
| "step": 141 | |
| }, | |
| { | |
| "epoch": 3.33, | |
| "grad_norm": 5.066943168640137, | |
| "learning_rate": 5.035119047619048e-06, | |
| "loss": 0.3591, | |
| "step": 142 | |
| }, | |
| { | |
| "epoch": 3.35, | |
| "grad_norm": 75.52027130126953, | |
| "learning_rate": 5.031845238095238e-06, | |
| "loss": 0.4469, | |
| "step": 143 | |
| }, | |
| { | |
| "epoch": 3.38, | |
| "grad_norm": 41.847652435302734, | |
| "learning_rate": 5.0285714285714285e-06, | |
| "loss": 0.4158, | |
| "step": 144 | |
| }, | |
| { | |
| "epoch": 3.4, | |
| "grad_norm": 17.77975082397461, | |
| "learning_rate": 5.025297619047618e-06, | |
| "loss": 0.2459, | |
| "step": 145 | |
| }, | |
| { | |
| "epoch": 3.42, | |
| "grad_norm": 41.41980743408203, | |
| "learning_rate": 5.022023809523809e-06, | |
| "loss": 0.5155, | |
| "step": 146 | |
| }, | |
| { | |
| "epoch": 3.45, | |
| "grad_norm": 42.26784896850586, | |
| "learning_rate": 5.01875e-06, | |
| "loss": 0.3646, | |
| "step": 147 | |
| }, | |
| { | |
| "epoch": 3.47, | |
| "grad_norm": 15.376642227172852, | |
| "learning_rate": 5.01547619047619e-06, | |
| "loss": 0.411, | |
| "step": 148 | |
| }, | |
| { | |
| "epoch": 3.49, | |
| "grad_norm": 17.662681579589844, | |
| "learning_rate": 5.012202380952381e-06, | |
| "loss": 0.3776, | |
| "step": 149 | |
| }, | |
| { | |
| "epoch": 3.52, | |
| "grad_norm": 12.808351516723633, | |
| "learning_rate": 5.0089285714285716e-06, | |
| "loss": 0.3035, | |
| "step": 150 | |
| }, | |
| { | |
| "epoch": 3.54, | |
| "grad_norm": 30.4917049407959, | |
| "learning_rate": 5.0056547619047615e-06, | |
| "loss": 0.5275, | |
| "step": 151 | |
| }, | |
| { | |
| "epoch": 3.56, | |
| "grad_norm": 9.420913696289062, | |
| "learning_rate": 5.002380952380952e-06, | |
| "loss": 0.4193, | |
| "step": 152 | |
| }, | |
| { | |
| "epoch": 3.59, | |
| "grad_norm": 20.13055419921875, | |
| "learning_rate": 4.999107142857142e-06, | |
| "loss": 0.5197, | |
| "step": 153 | |
| }, | |
| { | |
| "epoch": 3.61, | |
| "grad_norm": 3.9424262046813965, | |
| "learning_rate": 4.995833333333333e-06, | |
| "loss": 0.3119, | |
| "step": 154 | |
| }, | |
| { | |
| "epoch": 3.63, | |
| "grad_norm": 4.024766445159912, | |
| "learning_rate": 4.992559523809524e-06, | |
| "loss": 0.3072, | |
| "step": 155 | |
| }, | |
| { | |
| "epoch": 3.66, | |
| "grad_norm": 16.67523956298828, | |
| "learning_rate": 4.989285714285714e-06, | |
| "loss": 0.4243, | |
| "step": 156 | |
| }, | |
| { | |
| "epoch": 3.68, | |
| "grad_norm": 14.94045352935791, | |
| "learning_rate": 4.986011904761905e-06, | |
| "loss": 0.4539, | |
| "step": 157 | |
| }, | |
| { | |
| "epoch": 3.7, | |
| "grad_norm": 14.900248527526855, | |
| "learning_rate": 4.9827380952380954e-06, | |
| "loss": 0.3834, | |
| "step": 158 | |
| }, | |
| { | |
| "epoch": 3.73, | |
| "grad_norm": 59.21234893798828, | |
| "learning_rate": 4.979464285714285e-06, | |
| "loss": 0.6183, | |
| "step": 159 | |
| }, | |
| { | |
| "epoch": 3.75, | |
| "grad_norm": 9.785917282104492, | |
| "learning_rate": 4.976190476190476e-06, | |
| "loss": 0.6158, | |
| "step": 160 | |
| }, | |
| { | |
| "epoch": 3.77, | |
| "grad_norm": 47.627864837646484, | |
| "learning_rate": 4.972916666666667e-06, | |
| "loss": 0.7627, | |
| "step": 161 | |
| }, | |
| { | |
| "epoch": 3.8, | |
| "grad_norm": 33.516265869140625, | |
| "learning_rate": 4.969642857142857e-06, | |
| "loss": 0.6755, | |
| "step": 162 | |
| }, | |
| { | |
| "epoch": 3.82, | |
| "grad_norm": 31.58948516845703, | |
| "learning_rate": 4.966369047619048e-06, | |
| "loss": 0.3291, | |
| "step": 163 | |
| }, | |
| { | |
| "epoch": 3.84, | |
| "grad_norm": 6.718880653381348, | |
| "learning_rate": 4.963095238095238e-06, | |
| "loss": 0.3233, | |
| "step": 164 | |
| }, | |
| { | |
| "epoch": 3.87, | |
| "grad_norm": 17.761388778686523, | |
| "learning_rate": 4.9598214285714285e-06, | |
| "loss": 0.332, | |
| "step": 165 | |
| }, | |
| { | |
| "epoch": 3.89, | |
| "grad_norm": 24.450733184814453, | |
| "learning_rate": 4.956547619047619e-06, | |
| "loss": 0.4093, | |
| "step": 166 | |
| }, | |
| { | |
| "epoch": 3.91, | |
| "grad_norm": 5.664928913116455, | |
| "learning_rate": 4.953273809523809e-06, | |
| "loss": 0.458, | |
| "step": 167 | |
| }, | |
| { | |
| "epoch": 3.94, | |
| "grad_norm": 8.065629005432129, | |
| "learning_rate": 4.95e-06, | |
| "loss": 0.503, | |
| "step": 168 | |
| }, | |
| { | |
| "epoch": 3.96, | |
| "grad_norm": 8.75709056854248, | |
| "learning_rate": 4.946726190476191e-06, | |
| "loss": 0.4183, | |
| "step": 169 | |
| }, | |
| { | |
| "epoch": 3.98, | |
| "grad_norm": 29.46023941040039, | |
| "learning_rate": 4.943452380952381e-06, | |
| "loss": 0.4187, | |
| "step": 170 | |
| }, | |
| { | |
| "epoch": 3.98, | |
| "eval_accuracy": 0.7727272727272727, | |
| "eval_loss": 0.48904669284820557, | |
| "eval_runtime": 1.961, | |
| "eval_samples_per_second": 112.185, | |
| "eval_steps_per_second": 28.046, | |
| "step": 170 | |
| }, | |
| { | |
| "epoch": 4.01, | |
| "grad_norm": 2.7368314266204834, | |
| "learning_rate": 4.940178571428572e-06, | |
| "loss": 0.4246, | |
| "step": 171 | |
| }, | |
| { | |
| "epoch": 4.03, | |
| "grad_norm": 4.692036151885986, | |
| "learning_rate": 4.9369047619047615e-06, | |
| "loss": 0.303, | |
| "step": 172 | |
| }, | |
| { | |
| "epoch": 4.05, | |
| "grad_norm": 21.547483444213867, | |
| "learning_rate": 4.933630952380952e-06, | |
| "loss": 0.3867, | |
| "step": 173 | |
| }, | |
| { | |
| "epoch": 4.08, | |
| "grad_norm": 8.194944381713867, | |
| "learning_rate": 4.930357142857143e-06, | |
| "loss": 0.1695, | |
| "step": 174 | |
| }, | |
| { | |
| "epoch": 4.1, | |
| "grad_norm": 3.5077579021453857, | |
| "learning_rate": 4.927083333333333e-06, | |
| "loss": 0.3142, | |
| "step": 175 | |
| }, | |
| { | |
| "epoch": 4.12, | |
| "grad_norm": 33.11520004272461, | |
| "learning_rate": 4.923809523809524e-06, | |
| "loss": 0.2809, | |
| "step": 176 | |
| }, | |
| { | |
| "epoch": 4.15, | |
| "grad_norm": 22.623079299926758, | |
| "learning_rate": 4.920535714285715e-06, | |
| "loss": 0.5169, | |
| "step": 177 | |
| }, | |
| { | |
| "epoch": 4.17, | |
| "grad_norm": 50.30414581298828, | |
| "learning_rate": 4.917261904761905e-06, | |
| "loss": 0.5075, | |
| "step": 178 | |
| }, | |
| { | |
| "epoch": 4.2, | |
| "grad_norm": 22.926681518554688, | |
| "learning_rate": 4.9139880952380955e-06, | |
| "loss": 0.3153, | |
| "step": 179 | |
| }, | |
| { | |
| "epoch": 4.22, | |
| "grad_norm": 4.504119396209717, | |
| "learning_rate": 4.910714285714286e-06, | |
| "loss": 0.3218, | |
| "step": 180 | |
| }, | |
| { | |
| "epoch": 4.24, | |
| "grad_norm": 26.036670684814453, | |
| "learning_rate": 4.907440476190476e-06, | |
| "loss": 0.4977, | |
| "step": 181 | |
| }, | |
| { | |
| "epoch": 4.27, | |
| "grad_norm": 3.1559319496154785, | |
| "learning_rate": 4.904166666666667e-06, | |
| "loss": 0.2435, | |
| "step": 182 | |
| }, | |
| { | |
| "epoch": 4.29, | |
| "grad_norm": 10.12259292602539, | |
| "learning_rate": 4.900892857142857e-06, | |
| "loss": 0.2531, | |
| "step": 183 | |
| }, | |
| { | |
| "epoch": 4.31, | |
| "grad_norm": 14.153977394104004, | |
| "learning_rate": 4.897619047619047e-06, | |
| "loss": 0.2939, | |
| "step": 184 | |
| }, | |
| { | |
| "epoch": 4.34, | |
| "grad_norm": 27.15022850036621, | |
| "learning_rate": 4.894345238095238e-06, | |
| "loss": 0.3503, | |
| "step": 185 | |
| }, | |
| { | |
| "epoch": 4.36, | |
| "grad_norm": 14.092424392700195, | |
| "learning_rate": 4.8910714285714285e-06, | |
| "loss": 0.2999, | |
| "step": 186 | |
| }, | |
| { | |
| "epoch": 4.38, | |
| "grad_norm": 21.638959884643555, | |
| "learning_rate": 4.8877976190476185e-06, | |
| "loss": 0.2351, | |
| "step": 187 | |
| }, | |
| { | |
| "epoch": 4.41, | |
| "grad_norm": 10.01887321472168, | |
| "learning_rate": 4.884523809523809e-06, | |
| "loss": 0.313, | |
| "step": 188 | |
| }, | |
| { | |
| "epoch": 4.43, | |
| "grad_norm": 13.962733268737793, | |
| "learning_rate": 4.881249999999999e-06, | |
| "loss": 0.3914, | |
| "step": 189 | |
| }, | |
| { | |
| "epoch": 4.45, | |
| "grad_norm": 12.105456352233887, | |
| "learning_rate": 4.87797619047619e-06, | |
| "loss": 0.3625, | |
| "step": 190 | |
| }, | |
| { | |
| "epoch": 4.48, | |
| "grad_norm": 11.165689468383789, | |
| "learning_rate": 4.874702380952381e-06, | |
| "loss": 0.425, | |
| "step": 191 | |
| }, | |
| { | |
| "epoch": 4.5, | |
| "grad_norm": 13.687613487243652, | |
| "learning_rate": 4.871428571428571e-06, | |
| "loss": 0.3409, | |
| "step": 192 | |
| }, | |
| { | |
| "epoch": 4.52, | |
| "grad_norm": 16.423450469970703, | |
| "learning_rate": 4.8681547619047616e-06, | |
| "loss": 0.4593, | |
| "step": 193 | |
| }, | |
| { | |
| "epoch": 4.55, | |
| "grad_norm": 10.233711242675781, | |
| "learning_rate": 4.864880952380952e-06, | |
| "loss": 0.2118, | |
| "step": 194 | |
| }, | |
| { | |
| "epoch": 4.57, | |
| "grad_norm": 9.759559631347656, | |
| "learning_rate": 4.861607142857142e-06, | |
| "loss": 0.3881, | |
| "step": 195 | |
| }, | |
| { | |
| "epoch": 4.59, | |
| "grad_norm": 16.481748580932617, | |
| "learning_rate": 4.858333333333333e-06, | |
| "loss": 0.3053, | |
| "step": 196 | |
| }, | |
| { | |
| "epoch": 4.62, | |
| "grad_norm": 17.1108455657959, | |
| "learning_rate": 4.855059523809524e-06, | |
| "loss": 0.4328, | |
| "step": 197 | |
| }, | |
| { | |
| "epoch": 4.64, | |
| "grad_norm": 18.17218589782715, | |
| "learning_rate": 4.851785714285714e-06, | |
| "loss": 0.3355, | |
| "step": 198 | |
| }, | |
| { | |
| "epoch": 4.66, | |
| "grad_norm": 10.150218963623047, | |
| "learning_rate": 4.848511904761905e-06, | |
| "loss": 0.244, | |
| "step": 199 | |
| }, | |
| { | |
| "epoch": 4.69, | |
| "grad_norm": 8.062572479248047, | |
| "learning_rate": 4.845238095238095e-06, | |
| "loss": 0.2057, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 4.71, | |
| "grad_norm": 11.194631576538086, | |
| "learning_rate": 4.8419642857142854e-06, | |
| "loss": 0.2364, | |
| "step": 201 | |
| }, | |
| { | |
| "epoch": 4.73, | |
| "grad_norm": 14.064760208129883, | |
| "learning_rate": 4.838690476190476e-06, | |
| "loss": 0.2463, | |
| "step": 202 | |
| }, | |
| { | |
| "epoch": 4.76, | |
| "grad_norm": 18.526512145996094, | |
| "learning_rate": 4.835416666666666e-06, | |
| "loss": 0.2456, | |
| "step": 203 | |
| }, | |
| { | |
| "epoch": 4.78, | |
| "grad_norm": 17.577804565429688, | |
| "learning_rate": 4.832142857142857e-06, | |
| "loss": 0.2601, | |
| "step": 204 | |
| }, | |
| { | |
| "epoch": 4.8, | |
| "grad_norm": 11.843798637390137, | |
| "learning_rate": 4.828869047619048e-06, | |
| "loss": 0.1637, | |
| "step": 205 | |
| }, | |
| { | |
| "epoch": 4.83, | |
| "grad_norm": 12.153199195861816, | |
| "learning_rate": 4.825595238095238e-06, | |
| "loss": 0.1723, | |
| "step": 206 | |
| }, | |
| { | |
| "epoch": 4.85, | |
| "grad_norm": 10.96668529510498, | |
| "learning_rate": 4.8223214285714285e-06, | |
| "loss": 0.3315, | |
| "step": 207 | |
| }, | |
| { | |
| "epoch": 4.88, | |
| "grad_norm": 8.555688858032227, | |
| "learning_rate": 4.8190476190476185e-06, | |
| "loss": 0.2321, | |
| "step": 208 | |
| }, | |
| { | |
| "epoch": 4.9, | |
| "grad_norm": 12.00627326965332, | |
| "learning_rate": 4.815773809523809e-06, | |
| "loss": 0.2672, | |
| "step": 209 | |
| }, | |
| { | |
| "epoch": 4.92, | |
| "grad_norm": 22.342628479003906, | |
| "learning_rate": 4.8125e-06, | |
| "loss": 0.4607, | |
| "step": 210 | |
| }, | |
| { | |
| "epoch": 4.95, | |
| "grad_norm": 25.33961296081543, | |
| "learning_rate": 4.80922619047619e-06, | |
| "loss": 0.2068, | |
| "step": 211 | |
| }, | |
| { | |
| "epoch": 4.97, | |
| "grad_norm": 22.976959228515625, | |
| "learning_rate": 4.805952380952381e-06, | |
| "loss": 0.3447, | |
| "step": 212 | |
| }, | |
| { | |
| "epoch": 4.99, | |
| "grad_norm": 19.871631622314453, | |
| "learning_rate": 4.802678571428572e-06, | |
| "loss": 0.1563, | |
| "step": 213 | |
| }, | |
| { | |
| "epoch": 4.99, | |
| "eval_accuracy": 0.8545454545454545, | |
| "eval_loss": 0.4087750315666199, | |
| "eval_runtime": 1.9518, | |
| "eval_samples_per_second": 112.716, | |
| "eval_steps_per_second": 28.179, | |
| "step": 213 | |
| }, | |
| { | |
| "epoch": 5.02, | |
| "grad_norm": 6.280614852905273, | |
| "learning_rate": 4.799404761904762e-06, | |
| "loss": 0.1367, | |
| "step": 214 | |
| }, | |
| { | |
| "epoch": 5.04, | |
| "grad_norm": 18.553333282470703, | |
| "learning_rate": 4.796130952380952e-06, | |
| "loss": 0.3876, | |
| "step": 215 | |
| }, | |
| { | |
| "epoch": 5.06, | |
| "grad_norm": 10.598409652709961, | |
| "learning_rate": 4.792857142857143e-06, | |
| "loss": 0.2598, | |
| "step": 216 | |
| }, | |
| { | |
| "epoch": 5.09, | |
| "grad_norm": 28.292373657226562, | |
| "learning_rate": 4.789583333333333e-06, | |
| "loss": 0.1943, | |
| "step": 217 | |
| }, | |
| { | |
| "epoch": 5.11, | |
| "grad_norm": 29.251375198364258, | |
| "learning_rate": 4.786309523809524e-06, | |
| "loss": 0.3162, | |
| "step": 218 | |
| }, | |
| { | |
| "epoch": 5.13, | |
| "grad_norm": 54.16463088989258, | |
| "learning_rate": 4.783035714285714e-06, | |
| "loss": 0.3793, | |
| "step": 219 | |
| }, | |
| { | |
| "epoch": 5.16, | |
| "grad_norm": 13.832413673400879, | |
| "learning_rate": 4.779761904761905e-06, | |
| "loss": 0.134, | |
| "step": 220 | |
| }, | |
| { | |
| "epoch": 5.18, | |
| "grad_norm": 17.206539154052734, | |
| "learning_rate": 4.7764880952380955e-06, | |
| "loss": 0.3387, | |
| "step": 221 | |
| }, | |
| { | |
| "epoch": 5.2, | |
| "grad_norm": 22.453044891357422, | |
| "learning_rate": 4.7732142857142855e-06, | |
| "loss": 0.2228, | |
| "step": 222 | |
| }, | |
| { | |
| "epoch": 5.23, | |
| "grad_norm": 34.940757751464844, | |
| "learning_rate": 4.769940476190476e-06, | |
| "loss": 0.2947, | |
| "step": 223 | |
| }, | |
| { | |
| "epoch": 5.25, | |
| "grad_norm": 10.684017181396484, | |
| "learning_rate": 4.766666666666667e-06, | |
| "loss": 0.303, | |
| "step": 224 | |
| }, | |
| { | |
| "epoch": 5.27, | |
| "grad_norm": 12.175122261047363, | |
| "learning_rate": 4.763392857142857e-06, | |
| "loss": 0.2265, | |
| "step": 225 | |
| }, | |
| { | |
| "epoch": 5.3, | |
| "grad_norm": 7.9341139793396, | |
| "learning_rate": 4.760119047619048e-06, | |
| "loss": 0.2761, | |
| "step": 226 | |
| }, | |
| { | |
| "epoch": 5.32, | |
| "grad_norm": 28.212831497192383, | |
| "learning_rate": 4.756845238095238e-06, | |
| "loss": 0.3097, | |
| "step": 227 | |
| }, | |
| { | |
| "epoch": 5.34, | |
| "grad_norm": 31.275775909423828, | |
| "learning_rate": 4.7535714285714286e-06, | |
| "loss": 0.3684, | |
| "step": 228 | |
| }, | |
| { | |
| "epoch": 5.37, | |
| "grad_norm": 23.49386978149414, | |
| "learning_rate": 4.750297619047619e-06, | |
| "loss": 0.221, | |
| "step": 229 | |
| }, | |
| { | |
| "epoch": 5.39, | |
| "grad_norm": 25.68425941467285, | |
| "learning_rate": 4.747023809523809e-06, | |
| "loss": 0.6258, | |
| "step": 230 | |
| }, | |
| { | |
| "epoch": 5.41, | |
| "grad_norm": 25.499523162841797, | |
| "learning_rate": 4.74375e-06, | |
| "loss": 0.3263, | |
| "step": 231 | |
| }, | |
| { | |
| "epoch": 5.44, | |
| "grad_norm": 17.70143699645996, | |
| "learning_rate": 4.740476190476191e-06, | |
| "loss": 0.2089, | |
| "step": 232 | |
| }, | |
| { | |
| "epoch": 5.46, | |
| "grad_norm": 14.780723571777344, | |
| "learning_rate": 4.737202380952381e-06, | |
| "loss": 0.1825, | |
| "step": 233 | |
| }, | |
| { | |
| "epoch": 5.48, | |
| "grad_norm": 5.02520227432251, | |
| "learning_rate": 4.733928571428572e-06, | |
| "loss": 0.2236, | |
| "step": 234 | |
| }, | |
| { | |
| "epoch": 5.51, | |
| "grad_norm": 26.148418426513672, | |
| "learning_rate": 4.7306547619047625e-06, | |
| "loss": 0.2121, | |
| "step": 235 | |
| }, | |
| { | |
| "epoch": 5.53, | |
| "grad_norm": 36.72833251953125, | |
| "learning_rate": 4.727380952380952e-06, | |
| "loss": 0.4922, | |
| "step": 236 | |
| }, | |
| { | |
| "epoch": 5.55, | |
| "grad_norm": 16.5570125579834, | |
| "learning_rate": 4.724107142857142e-06, | |
| "loss": 0.25, | |
| "step": 237 | |
| }, | |
| { | |
| "epoch": 5.58, | |
| "grad_norm": 36.25120544433594, | |
| "learning_rate": 4.720833333333333e-06, | |
| "loss": 0.4475, | |
| "step": 238 | |
| }, | |
| { | |
| "epoch": 5.6, | |
| "grad_norm": 13.410614013671875, | |
| "learning_rate": 4.717559523809523e-06, | |
| "loss": 0.2065, | |
| "step": 239 | |
| }, | |
| { | |
| "epoch": 5.62, | |
| "grad_norm": 18.893632888793945, | |
| "learning_rate": 4.714285714285714e-06, | |
| "loss": 0.2649, | |
| "step": 240 | |
| }, | |
| { | |
| "epoch": 5.65, | |
| "grad_norm": 9.750955581665039, | |
| "learning_rate": 4.711011904761905e-06, | |
| "loss": 0.2054, | |
| "step": 241 | |
| }, | |
| { | |
| "epoch": 5.67, | |
| "grad_norm": 9.189886093139648, | |
| "learning_rate": 4.707738095238095e-06, | |
| "loss": 0.1694, | |
| "step": 242 | |
| }, | |
| { | |
| "epoch": 5.7, | |
| "grad_norm": 6.946423530578613, | |
| "learning_rate": 4.7044642857142855e-06, | |
| "loss": 0.186, | |
| "step": 243 | |
| }, | |
| { | |
| "epoch": 5.72, | |
| "grad_norm": 12.687536239624023, | |
| "learning_rate": 4.701190476190476e-06, | |
| "loss": 0.1277, | |
| "step": 244 | |
| }, | |
| { | |
| "epoch": 5.74, | |
| "grad_norm": 30.949155807495117, | |
| "learning_rate": 4.697916666666666e-06, | |
| "loss": 0.2875, | |
| "step": 245 | |
| }, | |
| { | |
| "epoch": 5.77, | |
| "grad_norm": 11.202219009399414, | |
| "learning_rate": 4.694642857142857e-06, | |
| "loss": 0.2124, | |
| "step": 246 | |
| }, | |
| { | |
| "epoch": 5.79, | |
| "grad_norm": 2.138655185699463, | |
| "learning_rate": 4.691369047619047e-06, | |
| "loss": 0.067, | |
| "step": 247 | |
| }, | |
| { | |
| "epoch": 5.81, | |
| "grad_norm": 10.137479782104492, | |
| "learning_rate": 4.688095238095238e-06, | |
| "loss": 0.1081, | |
| "step": 248 | |
| }, | |
| { | |
| "epoch": 5.84, | |
| "grad_norm": 10.702754020690918, | |
| "learning_rate": 4.684821428571429e-06, | |
| "loss": 0.1297, | |
| "step": 249 | |
| }, | |
| { | |
| "epoch": 5.86, | |
| "grad_norm": 11.548544883728027, | |
| "learning_rate": 4.6815476190476185e-06, | |
| "loss": 0.1005, | |
| "step": 250 | |
| }, | |
| { | |
| "epoch": 5.88, | |
| "grad_norm": 22.75307273864746, | |
| "learning_rate": 4.678273809523809e-06, | |
| "loss": 0.1593, | |
| "step": 251 | |
| }, | |
| { | |
| "epoch": 5.91, | |
| "grad_norm": 9.360298156738281, | |
| "learning_rate": 4.675e-06, | |
| "loss": 0.0642, | |
| "step": 252 | |
| }, | |
| { | |
| "epoch": 5.93, | |
| "grad_norm": 19.112125396728516, | |
| "learning_rate": 4.67172619047619e-06, | |
| "loss": 0.2293, | |
| "step": 253 | |
| }, | |
| { | |
| "epoch": 5.95, | |
| "grad_norm": 28.329204559326172, | |
| "learning_rate": 4.668452380952381e-06, | |
| "loss": 0.2197, | |
| "step": 254 | |
| }, | |
| { | |
| "epoch": 5.98, | |
| "grad_norm": 18.537385940551758, | |
| "learning_rate": 4.665178571428571e-06, | |
| "loss": 0.3401, | |
| "step": 255 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "grad_norm": 38.293357849121094, | |
| "learning_rate": 4.661904761904762e-06, | |
| "loss": 0.3536, | |
| "step": 256 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "eval_accuracy": 0.8454545454545455, | |
| "eval_loss": 0.488827645778656, | |
| "eval_runtime": 1.962, | |
| "eval_samples_per_second": 112.13, | |
| "eval_steps_per_second": 28.033, | |
| "step": 256 | |
| }, | |
| { | |
| "epoch": 6.02, | |
| "grad_norm": 4.5169901847839355, | |
| "learning_rate": 4.6586309523809524e-06, | |
| "loss": 0.0597, | |
| "step": 257 | |
| }, | |
| { | |
| "epoch": 6.05, | |
| "grad_norm": 8.103499412536621, | |
| "learning_rate": 4.655357142857142e-06, | |
| "loss": 0.0922, | |
| "step": 258 | |
| }, | |
| { | |
| "epoch": 6.07, | |
| "grad_norm": 24.916545867919922, | |
| "learning_rate": 4.652083333333333e-06, | |
| "loss": 0.1184, | |
| "step": 259 | |
| }, | |
| { | |
| "epoch": 6.09, | |
| "grad_norm": 20.035037994384766, | |
| "learning_rate": 4.648809523809524e-06, | |
| "loss": 0.2025, | |
| "step": 260 | |
| }, | |
| { | |
| "epoch": 6.12, | |
| "grad_norm": 6.929393291473389, | |
| "learning_rate": 4.645535714285714e-06, | |
| "loss": 0.2023, | |
| "step": 261 | |
| }, | |
| { | |
| "epoch": 6.14, | |
| "grad_norm": 15.74714183807373, | |
| "learning_rate": 4.642261904761905e-06, | |
| "loss": 0.2039, | |
| "step": 262 | |
| }, | |
| { | |
| "epoch": 6.16, | |
| "grad_norm": 10.057015419006348, | |
| "learning_rate": 4.6389880952380955e-06, | |
| "loss": 0.0961, | |
| "step": 263 | |
| }, | |
| { | |
| "epoch": 6.19, | |
| "grad_norm": 1.1386276483535767, | |
| "learning_rate": 4.6357142857142855e-06, | |
| "loss": 0.0461, | |
| "step": 264 | |
| }, | |
| { | |
| "epoch": 6.21, | |
| "grad_norm": 3.349055767059326, | |
| "learning_rate": 4.632440476190476e-06, | |
| "loss": 0.181, | |
| "step": 265 | |
| }, | |
| { | |
| "epoch": 6.23, | |
| "grad_norm": 47.79439163208008, | |
| "learning_rate": 4.629166666666666e-06, | |
| "loss": 0.1307, | |
| "step": 266 | |
| }, | |
| { | |
| "epoch": 6.26, | |
| "grad_norm": 8.228836059570312, | |
| "learning_rate": 4.625892857142857e-06, | |
| "loss": 0.2784, | |
| "step": 267 | |
| }, | |
| { | |
| "epoch": 6.28, | |
| "grad_norm": 9.270495414733887, | |
| "learning_rate": 4.622619047619048e-06, | |
| "loss": 0.1872, | |
| "step": 268 | |
| }, | |
| { | |
| "epoch": 6.3, | |
| "grad_norm": 0.9865421652793884, | |
| "learning_rate": 4.619345238095238e-06, | |
| "loss": 0.0396, | |
| "step": 269 | |
| }, | |
| { | |
| "epoch": 6.33, | |
| "grad_norm": 46.00654602050781, | |
| "learning_rate": 4.616071428571429e-06, | |
| "loss": 0.2206, | |
| "step": 270 | |
| }, | |
| { | |
| "epoch": 6.35, | |
| "grad_norm": 35.620689392089844, | |
| "learning_rate": 4.612797619047619e-06, | |
| "loss": 0.0977, | |
| "step": 271 | |
| }, | |
| { | |
| "epoch": 6.38, | |
| "grad_norm": 16.84827995300293, | |
| "learning_rate": 4.609523809523809e-06, | |
| "loss": 0.0652, | |
| "step": 272 | |
| }, | |
| { | |
| "epoch": 6.4, | |
| "grad_norm": 11.778346061706543, | |
| "learning_rate": 4.60625e-06, | |
| "loss": 0.0619, | |
| "step": 273 | |
| }, | |
| { | |
| "epoch": 6.42, | |
| "grad_norm": 12.670008659362793, | |
| "learning_rate": 4.60297619047619e-06, | |
| "loss": 0.1638, | |
| "step": 274 | |
| }, | |
| { | |
| "epoch": 6.45, | |
| "grad_norm": 3.050675392150879, | |
| "learning_rate": 4.599702380952381e-06, | |
| "loss": 0.1787, | |
| "step": 275 | |
| }, | |
| { | |
| "epoch": 6.47, | |
| "grad_norm": 9.351134300231934, | |
| "learning_rate": 4.596428571428572e-06, | |
| "loss": 0.2906, | |
| "step": 276 | |
| }, | |
| { | |
| "epoch": 6.49, | |
| "grad_norm": 18.061622619628906, | |
| "learning_rate": 4.593154761904762e-06, | |
| "loss": 0.1441, | |
| "step": 277 | |
| }, | |
| { | |
| "epoch": 6.52, | |
| "grad_norm": 5.385902404785156, | |
| "learning_rate": 4.5898809523809525e-06, | |
| "loss": 0.0326, | |
| "step": 278 | |
| }, | |
| { | |
| "epoch": 6.54, | |
| "grad_norm": 1.4941680431365967, | |
| "learning_rate": 4.586607142857143e-06, | |
| "loss": 0.0304, | |
| "step": 279 | |
| }, | |
| { | |
| "epoch": 6.56, | |
| "grad_norm": 8.055174827575684, | |
| "learning_rate": 4.583333333333333e-06, | |
| "loss": 0.3047, | |
| "step": 280 | |
| }, | |
| { | |
| "epoch": 6.59, | |
| "grad_norm": 11.676218032836914, | |
| "learning_rate": 4.580059523809524e-06, | |
| "loss": 0.4685, | |
| "step": 281 | |
| }, | |
| { | |
| "epoch": 6.61, | |
| "grad_norm": 3.277010917663574, | |
| "learning_rate": 4.576785714285715e-06, | |
| "loss": 0.0433, | |
| "step": 282 | |
| }, | |
| { | |
| "epoch": 6.63, | |
| "grad_norm": 14.3773832321167, | |
| "learning_rate": 4.573511904761905e-06, | |
| "loss": 0.3162, | |
| "step": 283 | |
| }, | |
| { | |
| "epoch": 6.66, | |
| "grad_norm": 5.165549278259277, | |
| "learning_rate": 4.5702380952380956e-06, | |
| "loss": 0.1855, | |
| "step": 284 | |
| }, | |
| { | |
| "epoch": 6.68, | |
| "grad_norm": 23.437685012817383, | |
| "learning_rate": 4.5669642857142855e-06, | |
| "loss": 0.12, | |
| "step": 285 | |
| }, | |
| { | |
| "epoch": 6.7, | |
| "grad_norm": 3.0389316082000732, | |
| "learning_rate": 4.563690476190476e-06, | |
| "loss": 0.0439, | |
| "step": 286 | |
| }, | |
| { | |
| "epoch": 6.73, | |
| "grad_norm": 35.046241760253906, | |
| "learning_rate": 4.560416666666667e-06, | |
| "loss": 0.1244, | |
| "step": 287 | |
| }, | |
| { | |
| "epoch": 6.75, | |
| "grad_norm": 28.730819702148438, | |
| "learning_rate": 4.557142857142857e-06, | |
| "loss": 0.2398, | |
| "step": 288 | |
| }, | |
| { | |
| "epoch": 6.77, | |
| "grad_norm": 19.567346572875977, | |
| "learning_rate": 4.553869047619047e-06, | |
| "loss": 0.0952, | |
| "step": 289 | |
| }, | |
| { | |
| "epoch": 6.8, | |
| "grad_norm": 17.299070358276367, | |
| "learning_rate": 4.550595238095238e-06, | |
| "loss": 0.2421, | |
| "step": 290 | |
| }, | |
| { | |
| "epoch": 6.82, | |
| "grad_norm": 4.0813422203063965, | |
| "learning_rate": 4.547321428571428e-06, | |
| "loss": 0.1717, | |
| "step": 291 | |
| }, | |
| { | |
| "epoch": 6.84, | |
| "grad_norm": 15.247352600097656, | |
| "learning_rate": 4.544047619047619e-06, | |
| "loss": 0.1287, | |
| "step": 292 | |
| }, | |
| { | |
| "epoch": 6.87, | |
| "grad_norm": 22.969430923461914, | |
| "learning_rate": 4.540773809523809e-06, | |
| "loss": 0.0944, | |
| "step": 293 | |
| }, | |
| { | |
| "epoch": 6.89, | |
| "grad_norm": 14.135355949401855, | |
| "learning_rate": 4.537499999999999e-06, | |
| "loss": 0.0501, | |
| "step": 294 | |
| }, | |
| { | |
| "epoch": 6.91, | |
| "grad_norm": 6.1480607986450195, | |
| "learning_rate": 4.53422619047619e-06, | |
| "loss": 0.0491, | |
| "step": 295 | |
| }, | |
| { | |
| "epoch": 6.94, | |
| "grad_norm": 5.824121952056885, | |
| "learning_rate": 4.530952380952381e-06, | |
| "loss": 0.4394, | |
| "step": 296 | |
| }, | |
| { | |
| "epoch": 6.96, | |
| "grad_norm": 3.691617727279663, | |
| "learning_rate": 4.527678571428571e-06, | |
| "loss": 0.0313, | |
| "step": 297 | |
| }, | |
| { | |
| "epoch": 6.98, | |
| "grad_norm": 1.4261701107025146, | |
| "learning_rate": 4.524404761904762e-06, | |
| "loss": 0.1709, | |
| "step": 298 | |
| }, | |
| { | |
| "epoch": 6.98, | |
| "eval_accuracy": 0.85, | |
| "eval_loss": 0.5375058054924011, | |
| "eval_runtime": 1.9645, | |
| "eval_samples_per_second": 111.989, | |
| "eval_steps_per_second": 27.997, | |
| "step": 298 | |
| }, | |
| { | |
| "epoch": 7.01, | |
| "grad_norm": 37.57842254638672, | |
| "learning_rate": 4.5211309523809525e-06, | |
| "loss": 0.299, | |
| "step": 299 | |
| }, | |
| { | |
| "epoch": 7.03, | |
| "grad_norm": 19.698734283447266, | |
| "learning_rate": 4.5178571428571424e-06, | |
| "loss": 0.3081, | |
| "step": 300 | |
| }, | |
| { | |
| "epoch": 7.05, | |
| "grad_norm": 0.6386685371398926, | |
| "learning_rate": 4.514583333333333e-06, | |
| "loss": 0.024, | |
| "step": 301 | |
| }, | |
| { | |
| "epoch": 7.08, | |
| "grad_norm": 1.1291331052780151, | |
| "learning_rate": 4.511309523809523e-06, | |
| "loss": 0.0343, | |
| "step": 302 | |
| }, | |
| { | |
| "epoch": 7.1, | |
| "grad_norm": 3.5354042053222656, | |
| "learning_rate": 4.508035714285714e-06, | |
| "loss": 0.1509, | |
| "step": 303 | |
| }, | |
| { | |
| "epoch": 7.12, | |
| "grad_norm": 0.7393876314163208, | |
| "learning_rate": 4.504761904761905e-06, | |
| "loss": 0.0237, | |
| "step": 304 | |
| }, | |
| { | |
| "epoch": 7.15, | |
| "grad_norm": 2.4936347007751465, | |
| "learning_rate": 4.501488095238095e-06, | |
| "loss": 0.0299, | |
| "step": 305 | |
| }, | |
| { | |
| "epoch": 7.17, | |
| "grad_norm": 28.873003005981445, | |
| "learning_rate": 4.4982142857142855e-06, | |
| "loss": 0.0815, | |
| "step": 306 | |
| }, | |
| { | |
| "epoch": 7.2, | |
| "grad_norm": 53.65907669067383, | |
| "learning_rate": 4.494940476190476e-06, | |
| "loss": 0.1271, | |
| "step": 307 | |
| }, | |
| { | |
| "epoch": 7.22, | |
| "grad_norm": 0.4335859715938568, | |
| "learning_rate": 4.491666666666666e-06, | |
| "loss": 0.0183, | |
| "step": 308 | |
| }, | |
| { | |
| "epoch": 7.24, | |
| "grad_norm": 2.026947259902954, | |
| "learning_rate": 4.488392857142857e-06, | |
| "loss": 0.1534, | |
| "step": 309 | |
| }, | |
| { | |
| "epoch": 7.27, | |
| "grad_norm": 0.4929918348789215, | |
| "learning_rate": 4.485119047619047e-06, | |
| "loss": 0.0192, | |
| "step": 310 | |
| }, | |
| { | |
| "epoch": 7.29, | |
| "grad_norm": 24.899736404418945, | |
| "learning_rate": 4.481845238095238e-06, | |
| "loss": 0.0524, | |
| "step": 311 | |
| }, | |
| { | |
| "epoch": 7.31, | |
| "grad_norm": 0.6321877837181091, | |
| "learning_rate": 4.478571428571429e-06, | |
| "loss": 0.0205, | |
| "step": 312 | |
| }, | |
| { | |
| "epoch": 7.34, | |
| "grad_norm": 1.5749492645263672, | |
| "learning_rate": 4.475297619047619e-06, | |
| "loss": 0.1671, | |
| "step": 313 | |
| }, | |
| { | |
| "epoch": 7.36, | |
| "grad_norm": 0.4469403624534607, | |
| "learning_rate": 4.472023809523809e-06, | |
| "loss": 0.0154, | |
| "step": 314 | |
| }, | |
| { | |
| "epoch": 7.38, | |
| "grad_norm": 10.251415252685547, | |
| "learning_rate": 4.46875e-06, | |
| "loss": 0.1924, | |
| "step": 315 | |
| }, | |
| { | |
| "epoch": 7.41, | |
| "grad_norm": 4.918264865875244, | |
| "learning_rate": 4.46547619047619e-06, | |
| "loss": 0.499, | |
| "step": 316 | |
| }, | |
| { | |
| "epoch": 7.43, | |
| "grad_norm": 0.3266950845718384, | |
| "learning_rate": 4.462202380952381e-06, | |
| "loss": 0.0131, | |
| "step": 317 | |
| }, | |
| { | |
| "epoch": 7.45, | |
| "grad_norm": 11.629830360412598, | |
| "learning_rate": 4.458928571428572e-06, | |
| "loss": 0.3543, | |
| "step": 318 | |
| }, | |
| { | |
| "epoch": 7.48, | |
| "grad_norm": 35.164634704589844, | |
| "learning_rate": 4.455654761904762e-06, | |
| "loss": 0.1511, | |
| "step": 319 | |
| }, | |
| { | |
| "epoch": 7.5, | |
| "grad_norm": 0.5766786932945251, | |
| "learning_rate": 4.4523809523809525e-06, | |
| "loss": 0.0165, | |
| "step": 320 | |
| }, | |
| { | |
| "epoch": 7.52, | |
| "grad_norm": 30.383398056030273, | |
| "learning_rate": 4.4491071428571425e-06, | |
| "loss": 0.152, | |
| "step": 321 | |
| }, | |
| { | |
| "epoch": 7.55, | |
| "grad_norm": 26.80906867980957, | |
| "learning_rate": 4.445833333333333e-06, | |
| "loss": 0.2207, | |
| "step": 322 | |
| }, | |
| { | |
| "epoch": 7.57, | |
| "grad_norm": 0.6242391467094421, | |
| "learning_rate": 4.442559523809524e-06, | |
| "loss": 0.0129, | |
| "step": 323 | |
| }, | |
| { | |
| "epoch": 7.59, | |
| "grad_norm": 8.999675750732422, | |
| "learning_rate": 4.439285714285714e-06, | |
| "loss": 0.1625, | |
| "step": 324 | |
| }, | |
| { | |
| "epoch": 7.62, | |
| "grad_norm": 0.30194684863090515, | |
| "learning_rate": 4.436011904761905e-06, | |
| "loss": 0.0107, | |
| "step": 325 | |
| }, | |
| { | |
| "epoch": 7.64, | |
| "grad_norm": 11.341878890991211, | |
| "learning_rate": 4.432738095238096e-06, | |
| "loss": 0.1591, | |
| "step": 326 | |
| }, | |
| { | |
| "epoch": 7.66, | |
| "grad_norm": 1.6119003295898438, | |
| "learning_rate": 4.4294642857142856e-06, | |
| "loss": 0.0128, | |
| "step": 327 | |
| }, | |
| { | |
| "epoch": 7.69, | |
| "grad_norm": 58.44689178466797, | |
| "learning_rate": 4.426190476190476e-06, | |
| "loss": 0.1724, | |
| "step": 328 | |
| }, | |
| { | |
| "epoch": 7.71, | |
| "grad_norm": 1.108935832977295, | |
| "learning_rate": 4.422916666666666e-06, | |
| "loss": 0.0137, | |
| "step": 329 | |
| }, | |
| { | |
| "epoch": 7.73, | |
| "grad_norm": 0.3343135118484497, | |
| "learning_rate": 4.419642857142857e-06, | |
| "loss": 0.0115, | |
| "step": 330 | |
| }, | |
| { | |
| "epoch": 7.76, | |
| "grad_norm": 2.9117400646209717, | |
| "learning_rate": 4.416369047619048e-06, | |
| "loss": 0.0137, | |
| "step": 331 | |
| }, | |
| { | |
| "epoch": 7.78, | |
| "grad_norm": 0.3950476348400116, | |
| "learning_rate": 4.413095238095238e-06, | |
| "loss": 0.01, | |
| "step": 332 | |
| }, | |
| { | |
| "epoch": 7.8, | |
| "grad_norm": 0.46693718433380127, | |
| "learning_rate": 4.409821428571429e-06, | |
| "loss": 0.0109, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 7.83, | |
| "grad_norm": 0.3062843680381775, | |
| "learning_rate": 4.4065476190476195e-06, | |
| "loss": 0.0082, | |
| "step": 334 | |
| }, | |
| { | |
| "epoch": 7.85, | |
| "grad_norm": 66.0848388671875, | |
| "learning_rate": 4.4032738095238094e-06, | |
| "loss": 0.0962, | |
| "step": 335 | |
| }, | |
| { | |
| "epoch": 7.88, | |
| "grad_norm": 0.5519910454750061, | |
| "learning_rate": 4.4e-06, | |
| "loss": 0.0084, | |
| "step": 336 | |
| }, | |
| { | |
| "epoch": 7.9, | |
| "grad_norm": 0.20682856440544128, | |
| "learning_rate": 4.396726190476191e-06, | |
| "loss": 0.0077, | |
| "step": 337 | |
| }, | |
| { | |
| "epoch": 7.92, | |
| "grad_norm": 23.140066146850586, | |
| "learning_rate": 4.393452380952381e-06, | |
| "loss": 0.0632, | |
| "step": 338 | |
| }, | |
| { | |
| "epoch": 7.95, | |
| "grad_norm": 1.7450965642929077, | |
| "learning_rate": 4.390178571428572e-06, | |
| "loss": 0.0097, | |
| "step": 339 | |
| }, | |
| { | |
| "epoch": 7.97, | |
| "grad_norm": 14.685700416564941, | |
| "learning_rate": 4.386904761904762e-06, | |
| "loss": 0.1616, | |
| "step": 340 | |
| }, | |
| { | |
| "epoch": 7.99, | |
| "grad_norm": 0.1476498693227768, | |
| "learning_rate": 4.3836309523809525e-06, | |
| "loss": 0.0067, | |
| "step": 341 | |
| }, | |
| { | |
| "epoch": 7.99, | |
| "eval_accuracy": 0.8863636363636364, | |
| "eval_loss": 0.5613145232200623, | |
| "eval_runtime": 1.9469, | |
| "eval_samples_per_second": 113.002, | |
| "eval_steps_per_second": 28.251, | |
| "step": 341 | |
| }, | |
| { | |
| "epoch": 8.02, | |
| "grad_norm": 0.2792944312095642, | |
| "learning_rate": 4.3803571428571425e-06, | |
| "loss": 0.0069, | |
| "step": 342 | |
| }, | |
| { | |
| "epoch": 8.04, | |
| "grad_norm": 0.5173578262329102, | |
| "learning_rate": 4.377083333333333e-06, | |
| "loss": 0.0073, | |
| "step": 343 | |
| }, | |
| { | |
| "epoch": 8.06, | |
| "grad_norm": 2.705310344696045, | |
| "learning_rate": 4.373809523809523e-06, | |
| "loss": 0.0116, | |
| "step": 344 | |
| }, | |
| { | |
| "epoch": 8.09, | |
| "grad_norm": 9.17689037322998, | |
| "learning_rate": 4.370535714285714e-06, | |
| "loss": 0.1767, | |
| "step": 345 | |
| }, | |
| { | |
| "epoch": 8.11, | |
| "grad_norm": 3.7868285179138184, | |
| "learning_rate": 4.367261904761904e-06, | |
| "loss": 0.0087, | |
| "step": 346 | |
| }, | |
| { | |
| "epoch": 8.13, | |
| "grad_norm": 0.3689323663711548, | |
| "learning_rate": 4.363988095238095e-06, | |
| "loss": 0.0061, | |
| "step": 347 | |
| }, | |
| { | |
| "epoch": 8.16, | |
| "grad_norm": 0.20344328880310059, | |
| "learning_rate": 4.360714285714286e-06, | |
| "loss": 0.0057, | |
| "step": 348 | |
| }, | |
| { | |
| "epoch": 8.18, | |
| "grad_norm": 37.69071578979492, | |
| "learning_rate": 4.3574404761904755e-06, | |
| "loss": 0.2596, | |
| "step": 349 | |
| }, | |
| { | |
| "epoch": 8.2, | |
| "grad_norm": 0.16801539063453674, | |
| "learning_rate": 4.354166666666666e-06, | |
| "loss": 0.0051, | |
| "step": 350 | |
| }, | |
| { | |
| "epoch": 8.23, | |
| "grad_norm": 5.060468673706055, | |
| "learning_rate": 4.350892857142857e-06, | |
| "loss": 0.2096, | |
| "step": 351 | |
| }, | |
| { | |
| "epoch": 8.25, | |
| "grad_norm": 1.643596887588501, | |
| "learning_rate": 4.347619047619047e-06, | |
| "loss": 0.0076, | |
| "step": 352 | |
| }, | |
| { | |
| "epoch": 8.27, | |
| "grad_norm": 0.7824279069900513, | |
| "learning_rate": 4.344345238095238e-06, | |
| "loss": 0.0059, | |
| "step": 353 | |
| }, | |
| { | |
| "epoch": 8.3, | |
| "grad_norm": 2.7976343631744385, | |
| "learning_rate": 4.341071428571429e-06, | |
| "loss": 0.0067, | |
| "step": 354 | |
| }, | |
| { | |
| "epoch": 8.32, | |
| "grad_norm": 13.010490417480469, | |
| "learning_rate": 4.337797619047619e-06, | |
| "loss": 0.3109, | |
| "step": 355 | |
| }, | |
| { | |
| "epoch": 8.34, | |
| "grad_norm": 0.10449977964162827, | |
| "learning_rate": 4.3345238095238094e-06, | |
| "loss": 0.0039, | |
| "step": 356 | |
| }, | |
| { | |
| "epoch": 8.37, | |
| "grad_norm": 0.4954240024089813, | |
| "learning_rate": 4.331249999999999e-06, | |
| "loss": 0.0064, | |
| "step": 357 | |
| }, | |
| { | |
| "epoch": 8.39, | |
| "grad_norm": 1.7399401664733887, | |
| "learning_rate": 4.32797619047619e-06, | |
| "loss": 0.0056, | |
| "step": 358 | |
| }, | |
| { | |
| "epoch": 8.41, | |
| "grad_norm": 7.1369147300720215, | |
| "learning_rate": 4.324702380952381e-06, | |
| "loss": 0.2385, | |
| "step": 359 | |
| }, | |
| { | |
| "epoch": 8.44, | |
| "grad_norm": 23.376176834106445, | |
| "learning_rate": 4.321428571428571e-06, | |
| "loss": 0.3003, | |
| "step": 360 | |
| }, | |
| { | |
| "epoch": 8.46, | |
| "grad_norm": 0.34425580501556396, | |
| "learning_rate": 4.318154761904762e-06, | |
| "loss": 0.0044, | |
| "step": 361 | |
| }, | |
| { | |
| "epoch": 8.48, | |
| "grad_norm": 0.21413090825080872, | |
| "learning_rate": 4.3148809523809526e-06, | |
| "loss": 0.004, | |
| "step": 362 | |
| }, | |
| { | |
| "epoch": 8.51, | |
| "grad_norm": 3.548433303833008, | |
| "learning_rate": 4.3116071428571425e-06, | |
| "loss": 0.123, | |
| "step": 363 | |
| }, | |
| { | |
| "epoch": 8.53, | |
| "grad_norm": 1.6423828601837158, | |
| "learning_rate": 4.308333333333333e-06, | |
| "loss": 0.2496, | |
| "step": 364 | |
| }, | |
| { | |
| "epoch": 8.55, | |
| "grad_norm": 2.283780813217163, | |
| "learning_rate": 4.305059523809523e-06, | |
| "loss": 0.2397, | |
| "step": 365 | |
| }, | |
| { | |
| "epoch": 8.58, | |
| "grad_norm": 0.362973153591156, | |
| "learning_rate": 4.301785714285714e-06, | |
| "loss": 0.0064, | |
| "step": 366 | |
| }, | |
| { | |
| "epoch": 8.6, | |
| "grad_norm": 19.265830993652344, | |
| "learning_rate": 4.298511904761905e-06, | |
| "loss": 0.0201, | |
| "step": 367 | |
| }, | |
| { | |
| "epoch": 8.62, | |
| "grad_norm": 0.20540741086006165, | |
| "learning_rate": 4.295238095238095e-06, | |
| "loss": 0.0047, | |
| "step": 368 | |
| }, | |
| { | |
| "epoch": 8.65, | |
| "grad_norm": 3.41279935836792, | |
| "learning_rate": 4.291964285714286e-06, | |
| "loss": 0.0088, | |
| "step": 369 | |
| }, | |
| { | |
| "epoch": 8.67, | |
| "grad_norm": 10.215970039367676, | |
| "learning_rate": 4.288690476190476e-06, | |
| "loss": 0.0162, | |
| "step": 370 | |
| }, | |
| { | |
| "epoch": 8.7, | |
| "grad_norm": 0.7728336453437805, | |
| "learning_rate": 4.285416666666666e-06, | |
| "loss": 0.008, | |
| "step": 371 | |
| }, | |
| { | |
| "epoch": 8.72, | |
| "grad_norm": 2.603362798690796, | |
| "learning_rate": 4.282142857142857e-06, | |
| "loss": 0.0122, | |
| "step": 372 | |
| }, | |
| { | |
| "epoch": 8.74, | |
| "grad_norm": 58.749488830566406, | |
| "learning_rate": 4.278869047619048e-06, | |
| "loss": 0.304, | |
| "step": 373 | |
| }, | |
| { | |
| "epoch": 8.77, | |
| "grad_norm": 8.352728843688965, | |
| "learning_rate": 4.275595238095238e-06, | |
| "loss": 0.1469, | |
| "step": 374 | |
| }, | |
| { | |
| "epoch": 8.79, | |
| "grad_norm": 0.2930574417114258, | |
| "learning_rate": 4.272321428571429e-06, | |
| "loss": 0.0067, | |
| "step": 375 | |
| }, | |
| { | |
| "epoch": 8.81, | |
| "grad_norm": 0.6395189166069031, | |
| "learning_rate": 4.269047619047619e-06, | |
| "loss": 0.0114, | |
| "step": 376 | |
| }, | |
| { | |
| "epoch": 8.84, | |
| "grad_norm": 21.4405517578125, | |
| "learning_rate": 4.2657738095238095e-06, | |
| "loss": 0.0245, | |
| "step": 377 | |
| }, | |
| { | |
| "epoch": 8.86, | |
| "grad_norm": 20.98697280883789, | |
| "learning_rate": 4.2625e-06, | |
| "loss": 0.2003, | |
| "step": 378 | |
| }, | |
| { | |
| "epoch": 8.88, | |
| "grad_norm": 0.16704310476779938, | |
| "learning_rate": 4.25922619047619e-06, | |
| "loss": 0.0045, | |
| "step": 379 | |
| }, | |
| { | |
| "epoch": 8.91, | |
| "grad_norm": 0.30824193358421326, | |
| "learning_rate": 4.255952380952381e-06, | |
| "loss": 0.0063, | |
| "step": 380 | |
| }, | |
| { | |
| "epoch": 8.93, | |
| "grad_norm": 38.134681701660156, | |
| "learning_rate": 4.252678571428572e-06, | |
| "loss": 0.0395, | |
| "step": 381 | |
| }, | |
| { | |
| "epoch": 8.95, | |
| "grad_norm": 0.32065123319625854, | |
| "learning_rate": 4.249404761904762e-06, | |
| "loss": 0.0055, | |
| "step": 382 | |
| }, | |
| { | |
| "epoch": 8.98, | |
| "grad_norm": 2.818316698074341, | |
| "learning_rate": 4.2461309523809526e-06, | |
| "loss": 0.0077, | |
| "step": 383 | |
| }, | |
| { | |
| "epoch": 9.0, | |
| "grad_norm": 8.902009010314941, | |
| "learning_rate": 4.2428571428571425e-06, | |
| "loss": 0.0103, | |
| "step": 384 | |
| }, | |
| { | |
| "epoch": 9.0, | |
| "eval_accuracy": 0.8772727272727273, | |
| "eval_loss": 0.6385995149612427, | |
| "eval_runtime": 1.9711, | |
| "eval_samples_per_second": 111.612, | |
| "eval_steps_per_second": 27.903, | |
| "step": 384 | |
| }, | |
| { | |
| "epoch": 9.02, | |
| "grad_norm": 50.5201301574707, | |
| "learning_rate": 4.239583333333333e-06, | |
| "loss": 0.1206, | |
| "step": 385 | |
| }, | |
| { | |
| "epoch": 9.05, | |
| "grad_norm": 0.10049311071634293, | |
| "learning_rate": 4.236309523809524e-06, | |
| "loss": 0.0038, | |
| "step": 386 | |
| }, | |
| { | |
| "epoch": 9.07, | |
| "grad_norm": 0.11850426346063614, | |
| "learning_rate": 4.233035714285714e-06, | |
| "loss": 0.0038, | |
| "step": 387 | |
| }, | |
| { | |
| "epoch": 9.09, | |
| "grad_norm": 0.10592693090438843, | |
| "learning_rate": 4.229761904761905e-06, | |
| "loss": 0.0037, | |
| "step": 388 | |
| }, | |
| { | |
| "epoch": 9.12, | |
| "grad_norm": 0.4136406481266022, | |
| "learning_rate": 4.226488095238096e-06, | |
| "loss": 0.0049, | |
| "step": 389 | |
| }, | |
| { | |
| "epoch": 9.14, | |
| "grad_norm": 0.09526017308235168, | |
| "learning_rate": 4.223214285714286e-06, | |
| "loss": 0.0034, | |
| "step": 390 | |
| }, | |
| { | |
| "epoch": 9.16, | |
| "grad_norm": 0.08932331204414368, | |
| "learning_rate": 4.2199404761904764e-06, | |
| "loss": 0.0034, | |
| "step": 391 | |
| }, | |
| { | |
| "epoch": 9.19, | |
| "grad_norm": 12.363450050354004, | |
| "learning_rate": 4.216666666666667e-06, | |
| "loss": 0.1276, | |
| "step": 392 | |
| }, | |
| { | |
| "epoch": 9.21, | |
| "grad_norm": 0.19276930391788483, | |
| "learning_rate": 4.213392857142857e-06, | |
| "loss": 0.0036, | |
| "step": 393 | |
| }, | |
| { | |
| "epoch": 9.23, | |
| "grad_norm": 0.10427949577569962, | |
| "learning_rate": 4.210119047619047e-06, | |
| "loss": 0.0041, | |
| "step": 394 | |
| }, | |
| { | |
| "epoch": 9.26, | |
| "grad_norm": 0.07943836599588394, | |
| "learning_rate": 4.206845238095238e-06, | |
| "loss": 0.0029, | |
| "step": 395 | |
| }, | |
| { | |
| "epoch": 9.28, | |
| "grad_norm": 0.18391607701778412, | |
| "learning_rate": 4.203571428571428e-06, | |
| "loss": 0.0036, | |
| "step": 396 | |
| }, | |
| { | |
| "epoch": 9.3, | |
| "grad_norm": 0.3423359990119934, | |
| "learning_rate": 4.200297619047619e-06, | |
| "loss": 0.0037, | |
| "step": 397 | |
| }, | |
| { | |
| "epoch": 9.33, | |
| "grad_norm": 41.31951904296875, | |
| "learning_rate": 4.1970238095238095e-06, | |
| "loss": 0.215, | |
| "step": 398 | |
| }, | |
| { | |
| "epoch": 9.35, | |
| "grad_norm": 0.1459679901599884, | |
| "learning_rate": 4.1937499999999994e-06, | |
| "loss": 0.0035, | |
| "step": 399 | |
| }, | |
| { | |
| "epoch": 9.38, | |
| "grad_norm": 0.0786140188574791, | |
| "learning_rate": 4.19047619047619e-06, | |
| "loss": 0.0027, | |
| "step": 400 | |
| }, | |
| { | |
| "epoch": 9.4, | |
| "grad_norm": 1.5436954498291016, | |
| "learning_rate": 4.18720238095238e-06, | |
| "loss": 0.086, | |
| "step": 401 | |
| }, | |
| { | |
| "epoch": 9.42, | |
| "grad_norm": 1.1575084924697876, | |
| "learning_rate": 4.183928571428571e-06, | |
| "loss": 0.0048, | |
| "step": 402 | |
| }, | |
| { | |
| "epoch": 9.45, | |
| "grad_norm": 0.07273612916469574, | |
| "learning_rate": 4.180654761904762e-06, | |
| "loss": 0.0027, | |
| "step": 403 | |
| }, | |
| { | |
| "epoch": 9.47, | |
| "grad_norm": 2.0359814167022705, | |
| "learning_rate": 4.177380952380952e-06, | |
| "loss": 0.2268, | |
| "step": 404 | |
| }, | |
| { | |
| "epoch": 9.49, | |
| "grad_norm": 0.06620334088802338, | |
| "learning_rate": 4.1741071428571426e-06, | |
| "loss": 0.0024, | |
| "step": 405 | |
| }, | |
| { | |
| "epoch": 9.52, | |
| "grad_norm": 0.9721193313598633, | |
| "learning_rate": 4.170833333333333e-06, | |
| "loss": 0.0038, | |
| "step": 406 | |
| }, | |
| { | |
| "epoch": 9.54, | |
| "grad_norm": 1.0129694938659668, | |
| "learning_rate": 4.167559523809523e-06, | |
| "loss": 0.0047, | |
| "step": 407 | |
| }, | |
| { | |
| "epoch": 9.56, | |
| "grad_norm": 2.4980669021606445, | |
| "learning_rate": 4.164285714285714e-06, | |
| "loss": 0.2284, | |
| "step": 408 | |
| }, | |
| { | |
| "epoch": 9.59, | |
| "grad_norm": 0.1482830047607422, | |
| "learning_rate": 4.161011904761905e-06, | |
| "loss": 0.0033, | |
| "step": 409 | |
| }, | |
| { | |
| "epoch": 9.61, | |
| "grad_norm": 96.48265075683594, | |
| "learning_rate": 4.157738095238095e-06, | |
| "loss": 0.0618, | |
| "step": 410 | |
| }, | |
| { | |
| "epoch": 9.63, | |
| "grad_norm": 0.1294354349374771, | |
| "learning_rate": 4.154464285714286e-06, | |
| "loss": 0.0031, | |
| "step": 411 | |
| }, | |
| { | |
| "epoch": 9.66, | |
| "grad_norm": 55.35332107543945, | |
| "learning_rate": 4.151190476190476e-06, | |
| "loss": 0.1618, | |
| "step": 412 | |
| }, | |
| { | |
| "epoch": 9.68, | |
| "grad_norm": 3.1412291526794434, | |
| "learning_rate": 4.147916666666666e-06, | |
| "loss": 0.1818, | |
| "step": 413 | |
| }, | |
| { | |
| "epoch": 9.7, | |
| "grad_norm": 2.8581583499908447, | |
| "learning_rate": 4.144642857142857e-06, | |
| "loss": 0.0895, | |
| "step": 414 | |
| }, | |
| { | |
| "epoch": 9.73, | |
| "grad_norm": 0.1566578447818756, | |
| "learning_rate": 4.141369047619047e-06, | |
| "loss": 0.004, | |
| "step": 415 | |
| }, | |
| { | |
| "epoch": 9.75, | |
| "grad_norm": 0.20300696790218353, | |
| "learning_rate": 4.138095238095238e-06, | |
| "loss": 0.0045, | |
| "step": 416 | |
| }, | |
| { | |
| "epoch": 9.77, | |
| "grad_norm": 28.00294303894043, | |
| "learning_rate": 4.134821428571429e-06, | |
| "loss": 0.0955, | |
| "step": 417 | |
| }, | |
| { | |
| "epoch": 9.8, | |
| "grad_norm": 4.9537553787231445, | |
| "learning_rate": 4.131547619047619e-06, | |
| "loss": 0.0108, | |
| "step": 418 | |
| }, | |
| { | |
| "epoch": 9.82, | |
| "grad_norm": 1.2664889097213745, | |
| "learning_rate": 4.1282738095238095e-06, | |
| "loss": 0.0144, | |
| "step": 419 | |
| }, | |
| { | |
| "epoch": 9.84, | |
| "grad_norm": 21.156566619873047, | |
| "learning_rate": 4.125e-06, | |
| "loss": 0.0984, | |
| "step": 420 | |
| }, | |
| { | |
| "epoch": 9.87, | |
| "grad_norm": 14.108423233032227, | |
| "learning_rate": 4.12172619047619e-06, | |
| "loss": 0.0181, | |
| "step": 421 | |
| }, | |
| { | |
| "epoch": 9.89, | |
| "grad_norm": 0.3327002227306366, | |
| "learning_rate": 4.118452380952381e-06, | |
| "loss": 0.0059, | |
| "step": 422 | |
| }, | |
| { | |
| "epoch": 9.91, | |
| "grad_norm": 0.26034343242645264, | |
| "learning_rate": 4.115178571428571e-06, | |
| "loss": 0.0047, | |
| "step": 423 | |
| }, | |
| { | |
| "epoch": 9.94, | |
| "grad_norm": 0.19648778438568115, | |
| "learning_rate": 4.111904761904762e-06, | |
| "loss": 0.0043, | |
| "step": 424 | |
| }, | |
| { | |
| "epoch": 9.96, | |
| "grad_norm": 95.51915740966797, | |
| "learning_rate": 4.108630952380953e-06, | |
| "loss": 0.0498, | |
| "step": 425 | |
| }, | |
| { | |
| "epoch": 9.98, | |
| "grad_norm": 0.3881193995475769, | |
| "learning_rate": 4.1053571428571426e-06, | |
| "loss": 0.0037, | |
| "step": 426 | |
| }, | |
| { | |
| "epoch": 9.98, | |
| "eval_accuracy": 0.8636363636363636, | |
| "eval_loss": 0.6795494556427002, | |
| "eval_runtime": 1.9632, | |
| "eval_samples_per_second": 112.063, | |
| "eval_steps_per_second": 28.016, | |
| "step": 426 | |
| }, | |
| { | |
| "epoch": 10.01, | |
| "grad_norm": 117.20142364501953, | |
| "learning_rate": 4.102083333333333e-06, | |
| "loss": 0.0613, | |
| "step": 427 | |
| }, | |
| { | |
| "epoch": 10.03, | |
| "grad_norm": 0.3005952537059784, | |
| "learning_rate": 4.098809523809524e-06, | |
| "loss": 0.0036, | |
| "step": 428 | |
| }, | |
| { | |
| "epoch": 10.05, | |
| "grad_norm": 0.22291749715805054, | |
| "learning_rate": 4.095535714285714e-06, | |
| "loss": 0.004, | |
| "step": 429 | |
| }, | |
| { | |
| "epoch": 10.08, | |
| "grad_norm": 0.16808579862117767, | |
| "learning_rate": 4.092261904761905e-06, | |
| "loss": 0.0035, | |
| "step": 430 | |
| }, | |
| { | |
| "epoch": 10.1, | |
| "grad_norm": 0.153959259390831, | |
| "learning_rate": 4.088988095238095e-06, | |
| "loss": 0.0036, | |
| "step": 431 | |
| }, | |
| { | |
| "epoch": 10.12, | |
| "grad_norm": 0.32211458683013916, | |
| "learning_rate": 4.085714285714286e-06, | |
| "loss": 0.0038, | |
| "step": 432 | |
| }, | |
| { | |
| "epoch": 10.15, | |
| "grad_norm": 1.331497311592102, | |
| "learning_rate": 4.0824404761904765e-06, | |
| "loss": 0.0044, | |
| "step": 433 | |
| }, | |
| { | |
| "epoch": 10.17, | |
| "grad_norm": 0.26392656564712524, | |
| "learning_rate": 4.0791666666666664e-06, | |
| "loss": 0.0032, | |
| "step": 434 | |
| }, | |
| { | |
| "epoch": 10.2, | |
| "grad_norm": 0.24153968691825867, | |
| "learning_rate": 4.075892857142857e-06, | |
| "loss": 0.0029, | |
| "step": 435 | |
| }, | |
| { | |
| "epoch": 10.22, | |
| "grad_norm": 52.36206817626953, | |
| "learning_rate": 4.072619047619048e-06, | |
| "loss": 0.0645, | |
| "step": 436 | |
| }, | |
| { | |
| "epoch": 10.24, | |
| "grad_norm": 0.12544922530651093, | |
| "learning_rate": 4.069345238095238e-06, | |
| "loss": 0.0025, | |
| "step": 437 | |
| }, | |
| { | |
| "epoch": 10.27, | |
| "grad_norm": 0.14890314638614655, | |
| "learning_rate": 4.066071428571429e-06, | |
| "loss": 0.0024, | |
| "step": 438 | |
| }, | |
| { | |
| "epoch": 10.29, | |
| "grad_norm": 0.050663262605667114, | |
| "learning_rate": 4.06279761904762e-06, | |
| "loss": 0.002, | |
| "step": 439 | |
| }, | |
| { | |
| "epoch": 10.31, | |
| "grad_norm": 0.07523107528686523, | |
| "learning_rate": 4.0595238095238095e-06, | |
| "loss": 0.0023, | |
| "step": 440 | |
| }, | |
| { | |
| "epoch": 10.34, | |
| "grad_norm": 0.04829227551817894, | |
| "learning_rate": 4.05625e-06, | |
| "loss": 0.0017, | |
| "step": 441 | |
| }, | |
| { | |
| "epoch": 10.36, | |
| "grad_norm": 0.0691770538687706, | |
| "learning_rate": 4.05297619047619e-06, | |
| "loss": 0.0023, | |
| "step": 442 | |
| }, | |
| { | |
| "epoch": 10.38, | |
| "grad_norm": 0.06425254791975021, | |
| "learning_rate": 4.049702380952381e-06, | |
| "loss": 0.002, | |
| "step": 443 | |
| }, | |
| { | |
| "epoch": 10.41, | |
| "grad_norm": 0.061768341809511185, | |
| "learning_rate": 4.046428571428572e-06, | |
| "loss": 0.0021, | |
| "step": 444 | |
| }, | |
| { | |
| "epoch": 10.43, | |
| "grad_norm": 2.5151658058166504, | |
| "learning_rate": 4.043154761904762e-06, | |
| "loss": 0.1136, | |
| "step": 445 | |
| }, | |
| { | |
| "epoch": 10.45, | |
| "grad_norm": 0.042002830654382706, | |
| "learning_rate": 4.039880952380953e-06, | |
| "loss": 0.0016, | |
| "step": 446 | |
| }, | |
| { | |
| "epoch": 10.48, | |
| "grad_norm": 0.064276322722435, | |
| "learning_rate": 4.036607142857143e-06, | |
| "loss": 0.0022, | |
| "step": 447 | |
| }, | |
| { | |
| "epoch": 10.5, | |
| "grad_norm": 0.06543342024087906, | |
| "learning_rate": 4.0333333333333326e-06, | |
| "loss": 0.0018, | |
| "step": 448 | |
| }, | |
| { | |
| "epoch": 10.52, | |
| "grad_norm": 0.04980894550681114, | |
| "learning_rate": 4.030059523809523e-06, | |
| "loss": 0.0017, | |
| "step": 449 | |
| }, | |
| { | |
| "epoch": 10.55, | |
| "grad_norm": 0.11392680555582047, | |
| "learning_rate": 4.026785714285714e-06, | |
| "loss": 0.0024, | |
| "step": 450 | |
| }, | |
| { | |
| "epoch": 10.57, | |
| "grad_norm": 0.15568284690380096, | |
| "learning_rate": 4.023511904761904e-06, | |
| "loss": 0.0021, | |
| "step": 451 | |
| }, | |
| { | |
| "epoch": 10.59, | |
| "grad_norm": 0.05342809110879898, | |
| "learning_rate": 4.020238095238095e-06, | |
| "loss": 0.0018, | |
| "step": 452 | |
| }, | |
| { | |
| "epoch": 10.62, | |
| "grad_norm": 9.609216690063477, | |
| "learning_rate": 4.016964285714286e-06, | |
| "loss": 0.1925, | |
| "step": 453 | |
| }, | |
| { | |
| "epoch": 10.64, | |
| "grad_norm": 18.55946922302246, | |
| "learning_rate": 4.013690476190476e-06, | |
| "loss": 0.0191, | |
| "step": 454 | |
| }, | |
| { | |
| "epoch": 10.66, | |
| "grad_norm": 1.1658024787902832, | |
| "learning_rate": 4.0104166666666665e-06, | |
| "loss": 0.0035, | |
| "step": 455 | |
| }, | |
| { | |
| "epoch": 10.69, | |
| "grad_norm": 0.062038108706474304, | |
| "learning_rate": 4.007142857142857e-06, | |
| "loss": 0.0017, | |
| "step": 456 | |
| }, | |
| { | |
| "epoch": 10.71, | |
| "grad_norm": 0.1960655152797699, | |
| "learning_rate": 4.003869047619047e-06, | |
| "loss": 0.0018, | |
| "step": 457 | |
| }, | |
| { | |
| "epoch": 10.73, | |
| "grad_norm": 0.9941339492797852, | |
| "learning_rate": 4.000595238095238e-06, | |
| "loss": 0.0802, | |
| "step": 458 | |
| }, | |
| { | |
| "epoch": 10.76, | |
| "grad_norm": 0.2770668864250183, | |
| "learning_rate": 3.997321428571428e-06, | |
| "loss": 0.002, | |
| "step": 459 | |
| }, | |
| { | |
| "epoch": 10.78, | |
| "grad_norm": 0.07205989211797714, | |
| "learning_rate": 3.994047619047619e-06, | |
| "loss": 0.0018, | |
| "step": 460 | |
| }, | |
| { | |
| "epoch": 10.8, | |
| "grad_norm": 0.17621174454689026, | |
| "learning_rate": 3.9907738095238096e-06, | |
| "loss": 0.0026, | |
| "step": 461 | |
| }, | |
| { | |
| "epoch": 10.83, | |
| "grad_norm": 0.6454585790634155, | |
| "learning_rate": 3.9874999999999995e-06, | |
| "loss": 0.0023, | |
| "step": 462 | |
| }, | |
| { | |
| "epoch": 10.85, | |
| "grad_norm": 0.9011671543121338, | |
| "learning_rate": 3.98422619047619e-06, | |
| "loss": 0.0775, | |
| "step": 463 | |
| }, | |
| { | |
| "epoch": 10.88, | |
| "grad_norm": 0.19559772312641144, | |
| "learning_rate": 3.980952380952381e-06, | |
| "loss": 0.0018, | |
| "step": 464 | |
| }, | |
| { | |
| "epoch": 10.9, | |
| "grad_norm": 0.06330468505620956, | |
| "learning_rate": 3.977678571428571e-06, | |
| "loss": 0.0016, | |
| "step": 465 | |
| }, | |
| { | |
| "epoch": 10.92, | |
| "grad_norm": 0.05253860726952553, | |
| "learning_rate": 3.974404761904762e-06, | |
| "loss": 0.0015, | |
| "step": 466 | |
| }, | |
| { | |
| "epoch": 10.95, | |
| "grad_norm": 0.16123701632022858, | |
| "learning_rate": 3.971130952380952e-06, | |
| "loss": 0.0019, | |
| "step": 467 | |
| }, | |
| { | |
| "epoch": 10.97, | |
| "grad_norm": 2.395909070968628, | |
| "learning_rate": 3.967857142857143e-06, | |
| "loss": 0.2863, | |
| "step": 468 | |
| }, | |
| { | |
| "epoch": 10.99, | |
| "grad_norm": 2.7706680297851562, | |
| "learning_rate": 3.964583333333333e-06, | |
| "loss": 0.2554, | |
| "step": 469 | |
| }, | |
| { | |
| "epoch": 10.99, | |
| "eval_accuracy": 0.8590909090909091, | |
| "eval_loss": 0.861154317855835, | |
| "eval_runtime": 1.9879, | |
| "eval_samples_per_second": 110.668, | |
| "eval_steps_per_second": 27.667, | |
| "step": 469 | |
| }, | |
| { | |
| "epoch": 11.02, | |
| "grad_norm": 0.11244534701108932, | |
| "learning_rate": 3.961309523809523e-06, | |
| "loss": 0.0019, | |
| "step": 470 | |
| }, | |
| { | |
| "epoch": 11.04, | |
| "grad_norm": 0.27306148409843445, | |
| "learning_rate": 3.958035714285714e-06, | |
| "loss": 0.0025, | |
| "step": 471 | |
| }, | |
| { | |
| "epoch": 11.06, | |
| "grad_norm": 0.06686495989561081, | |
| "learning_rate": 3.954761904761905e-06, | |
| "loss": 0.0017, | |
| "step": 472 | |
| }, | |
| { | |
| "epoch": 11.09, | |
| "grad_norm": 0.07426581531763077, | |
| "learning_rate": 3.951488095238095e-06, | |
| "loss": 0.002, | |
| "step": 473 | |
| }, | |
| { | |
| "epoch": 11.11, | |
| "grad_norm": 0.06276604533195496, | |
| "learning_rate": 3.948214285714286e-06, | |
| "loss": 0.0017, | |
| "step": 474 | |
| }, | |
| { | |
| "epoch": 11.13, | |
| "grad_norm": 114.83184051513672, | |
| "learning_rate": 3.9449404761904765e-06, | |
| "loss": 0.0446, | |
| "step": 475 | |
| }, | |
| { | |
| "epoch": 11.16, | |
| "grad_norm": 0.07929594069719315, | |
| "learning_rate": 3.9416666666666665e-06, | |
| "loss": 0.0019, | |
| "step": 476 | |
| }, | |
| { | |
| "epoch": 11.18, | |
| "grad_norm": 3.3116915225982666, | |
| "learning_rate": 3.938392857142857e-06, | |
| "loss": 0.2205, | |
| "step": 477 | |
| }, | |
| { | |
| "epoch": 11.2, | |
| "grad_norm": 0.2510410249233246, | |
| "learning_rate": 3.935119047619047e-06, | |
| "loss": 0.0028, | |
| "step": 478 | |
| }, | |
| { | |
| "epoch": 11.23, | |
| "grad_norm": 0.11125629395246506, | |
| "learning_rate": 3.931845238095238e-06, | |
| "loss": 0.0021, | |
| "step": 479 | |
| }, | |
| { | |
| "epoch": 11.25, | |
| "grad_norm": 0.33865758776664734, | |
| "learning_rate": 3.928571428571429e-06, | |
| "loss": 0.0036, | |
| "step": 480 | |
| }, | |
| { | |
| "epoch": 11.27, | |
| "grad_norm": 1.4806885719299316, | |
| "learning_rate": 3.925297619047619e-06, | |
| "loss": 0.0062, | |
| "step": 481 | |
| }, | |
| { | |
| "epoch": 11.3, | |
| "grad_norm": 0.4448486268520355, | |
| "learning_rate": 3.92202380952381e-06, | |
| "loss": 0.0026, | |
| "step": 482 | |
| }, | |
| { | |
| "epoch": 11.32, | |
| "grad_norm": 3.580939769744873, | |
| "learning_rate": 3.91875e-06, | |
| "loss": 0.1848, | |
| "step": 483 | |
| }, | |
| { | |
| "epoch": 11.34, | |
| "grad_norm": 0.07441940158605576, | |
| "learning_rate": 3.91547619047619e-06, | |
| "loss": 0.0019, | |
| "step": 484 | |
| }, | |
| { | |
| "epoch": 11.37, | |
| "grad_norm": 0.05166240781545639, | |
| "learning_rate": 3.912202380952381e-06, | |
| "loss": 0.0017, | |
| "step": 485 | |
| }, | |
| { | |
| "epoch": 11.39, | |
| "grad_norm": 0.08746666461229324, | |
| "learning_rate": 3.908928571428571e-06, | |
| "loss": 0.0021, | |
| "step": 486 | |
| }, | |
| { | |
| "epoch": 11.41, | |
| "grad_norm": 0.2311132699251175, | |
| "learning_rate": 3.905654761904762e-06, | |
| "loss": 0.0029, | |
| "step": 487 | |
| }, | |
| { | |
| "epoch": 11.44, | |
| "grad_norm": 0.10750468820333481, | |
| "learning_rate": 3.902380952380953e-06, | |
| "loss": 0.002, | |
| "step": 488 | |
| }, | |
| { | |
| "epoch": 11.46, | |
| "grad_norm": 0.29891398549079895, | |
| "learning_rate": 3.899107142857143e-06, | |
| "loss": 0.003, | |
| "step": 489 | |
| }, | |
| { | |
| "epoch": 11.48, | |
| "grad_norm": 0.13320636749267578, | |
| "learning_rate": 3.8958333333333334e-06, | |
| "loss": 0.0025, | |
| "step": 490 | |
| }, | |
| { | |
| "epoch": 11.51, | |
| "grad_norm": 0.11678657680749893, | |
| "learning_rate": 3.892559523809524e-06, | |
| "loss": 0.0028, | |
| "step": 491 | |
| }, | |
| { | |
| "epoch": 11.53, | |
| "grad_norm": 0.15591733157634735, | |
| "learning_rate": 3.889285714285714e-06, | |
| "loss": 0.0021, | |
| "step": 492 | |
| }, | |
| { | |
| "epoch": 11.55, | |
| "grad_norm": 35.02848434448242, | |
| "learning_rate": 3.886011904761905e-06, | |
| "loss": 0.0162, | |
| "step": 493 | |
| }, | |
| { | |
| "epoch": 11.58, | |
| "grad_norm": 14.46584415435791, | |
| "learning_rate": 3.882738095238096e-06, | |
| "loss": 0.0833, | |
| "step": 494 | |
| }, | |
| { | |
| "epoch": 11.6, | |
| "grad_norm": 0.19305245578289032, | |
| "learning_rate": 3.879464285714286e-06, | |
| "loss": 0.002, | |
| "step": 495 | |
| }, | |
| { | |
| "epoch": 11.62, | |
| "grad_norm": 0.814598023891449, | |
| "learning_rate": 3.8761904761904765e-06, | |
| "loss": 0.0697, | |
| "step": 496 | |
| }, | |
| { | |
| "epoch": 11.65, | |
| "grad_norm": 0.03925960883498192, | |
| "learning_rate": 3.8729166666666665e-06, | |
| "loss": 0.0015, | |
| "step": 497 | |
| }, | |
| { | |
| "epoch": 11.67, | |
| "grad_norm": 0.07029083371162415, | |
| "learning_rate": 3.869642857142857e-06, | |
| "loss": 0.0017, | |
| "step": 498 | |
| }, | |
| { | |
| "epoch": 11.7, | |
| "grad_norm": 0.048684656620025635, | |
| "learning_rate": 3.866369047619047e-06, | |
| "loss": 0.0016, | |
| "step": 499 | |
| }, | |
| { | |
| "epoch": 11.72, | |
| "grad_norm": 0.07016553729772568, | |
| "learning_rate": 3.863095238095238e-06, | |
| "loss": 0.002, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 11.74, | |
| "grad_norm": 0.10889595001935959, | |
| "learning_rate": 3.859821428571428e-06, | |
| "loss": 0.0018, | |
| "step": 501 | |
| }, | |
| { | |
| "epoch": 11.77, | |
| "grad_norm": 0.04481940343976021, | |
| "learning_rate": 3.856547619047619e-06, | |
| "loss": 0.0015, | |
| "step": 502 | |
| }, | |
| { | |
| "epoch": 11.79, | |
| "grad_norm": 0.05054694786667824, | |
| "learning_rate": 3.853273809523809e-06, | |
| "loss": 0.0016, | |
| "step": 503 | |
| }, | |
| { | |
| "epoch": 11.81, | |
| "grad_norm": 0.07786347717046738, | |
| "learning_rate": 3.8499999999999996e-06, | |
| "loss": 0.0015, | |
| "step": 504 | |
| }, | |
| { | |
| "epoch": 11.84, | |
| "grad_norm": 0.10747917741537094, | |
| "learning_rate": 3.84672619047619e-06, | |
| "loss": 0.002, | |
| "step": 505 | |
| }, | |
| { | |
| "epoch": 11.86, | |
| "grad_norm": 3.685096263885498, | |
| "learning_rate": 3.84345238095238e-06, | |
| "loss": 0.0047, | |
| "step": 506 | |
| }, | |
| { | |
| "epoch": 11.88, | |
| "grad_norm": 0.8624734878540039, | |
| "learning_rate": 3.840178571428571e-06, | |
| "loss": 0.0707, | |
| "step": 507 | |
| }, | |
| { | |
| "epoch": 11.91, | |
| "grad_norm": 0.03694400563836098, | |
| "learning_rate": 3.836904761904762e-06, | |
| "loss": 0.0014, | |
| "step": 508 | |
| }, | |
| { | |
| "epoch": 11.93, | |
| "grad_norm": 0.08262762427330017, | |
| "learning_rate": 3.833630952380952e-06, | |
| "loss": 0.0015, | |
| "step": 509 | |
| }, | |
| { | |
| "epoch": 11.95, | |
| "grad_norm": 0.06174321845173836, | |
| "learning_rate": 3.830357142857143e-06, | |
| "loss": 0.0014, | |
| "step": 510 | |
| }, | |
| { | |
| "epoch": 11.98, | |
| "grad_norm": 0.04213571548461914, | |
| "learning_rate": 3.8270833333333335e-06, | |
| "loss": 0.0013, | |
| "step": 511 | |
| }, | |
| { | |
| "epoch": 12.0, | |
| "grad_norm": 4.956207275390625, | |
| "learning_rate": 3.823809523809523e-06, | |
| "loss": 0.2121, | |
| "step": 512 | |
| }, | |
| { | |
| "epoch": 12.0, | |
| "eval_accuracy": 0.8909090909090909, | |
| "eval_loss": 0.7056229114532471, | |
| "eval_runtime": 1.9577, | |
| "eval_samples_per_second": 112.375, | |
| "eval_steps_per_second": 28.094, | |
| "step": 512 | |
| } | |
| ], | |
| "logging_steps": 1, | |
| "max_steps": 1680, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 40, | |
| "save_steps": 500, | |
| "total_flos": 5202308973417984.0, | |
| "train_batch_size": 4, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |