{ "best_metric": null, "best_model_checkpoint": null, "epoch": 2.4015748031496065, "eval_steps": 153, "global_step": 2440, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.000984251968503937, "grad_norm": NaN, "learning_rate": 0.0, "loss": 10.4072, "step": 1 }, { "epoch": 0.001968503937007874, "grad_norm": NaN, "learning_rate": 0.0, "loss": 11.0865, "step": 2 }, { "epoch": 0.002952755905511811, "grad_norm": 60.69786071777344, "learning_rate": 9.940357852882705e-10, "loss": 9.5114, "step": 3 }, { "epoch": 0.003937007874015748, "grad_norm": 59.147647857666016, "learning_rate": 1.988071570576541e-09, "loss": 9.9584, "step": 4 }, { "epoch": 0.004921259842519685, "grad_norm": NaN, "learning_rate": 1.988071570576541e-09, "loss": 10.068, "step": 5 }, { "epoch": 0.005905511811023622, "grad_norm": 65.82320404052734, "learning_rate": 2.9821073558648116e-09, "loss": 11.0224, "step": 6 }, { "epoch": 0.006889763779527559, "grad_norm": 59.096107482910156, "learning_rate": 3.976143141153082e-09, "loss": 9.7703, "step": 7 }, { "epoch": 0.007874015748031496, "grad_norm": 61.43330764770508, "learning_rate": 4.970178926441353e-09, "loss": 10.5005, "step": 8 }, { "epoch": 0.008858267716535433, "grad_norm": 61.25212860107422, "learning_rate": 5.964214711729623e-09, "loss": 10.1987, "step": 9 }, { "epoch": 0.00984251968503937, "grad_norm": 61.6600341796875, "learning_rate": 6.9582504970178946e-09, "loss": 10.0277, "step": 10 }, { "epoch": 0.010826771653543307, "grad_norm": 61.71075439453125, "learning_rate": 7.952286282306164e-09, "loss": 10.6965, "step": 11 }, { "epoch": 0.011811023622047244, "grad_norm": 59.34035873413086, "learning_rate": 8.946322067594435e-09, "loss": 10.0609, "step": 12 }, { "epoch": 0.012795275590551181, "grad_norm": 64.14221954345703, "learning_rate": 9.940357852882705e-09, "loss": 11.6214, "step": 13 }, { "epoch": 0.013779527559055118, "grad_norm": 57.682823181152344, "learning_rate": 1.0934393638170978e-08, "loss": 9.4053, "step": 14 }, { "epoch": 0.014763779527559055, "grad_norm": 62.256858825683594, "learning_rate": 1.1928429423459246e-08, "loss": 10.4014, "step": 15 }, { "epoch": 0.015748031496062992, "grad_norm": 64.56417083740234, "learning_rate": 1.2922465208747517e-08, "loss": 10.4119, "step": 16 }, { "epoch": 0.01673228346456693, "grad_norm": 56.612098693847656, "learning_rate": 1.3916500994035789e-08, "loss": 9.4658, "step": 17 }, { "epoch": 0.017716535433070866, "grad_norm": 60.02314758300781, "learning_rate": 1.4910536779324056e-08, "loss": 9.2169, "step": 18 }, { "epoch": 0.018700787401574805, "grad_norm": 66.38670349121094, "learning_rate": 1.590457256461233e-08, "loss": 11.2337, "step": 19 }, { "epoch": 0.01968503937007874, "grad_norm": 64.9875259399414, "learning_rate": 1.68986083499006e-08, "loss": 11.0572, "step": 20 }, { "epoch": 0.02066929133858268, "grad_norm": 59.36448287963867, "learning_rate": 1.789264413518887e-08, "loss": 11.0452, "step": 21 }, { "epoch": 0.021653543307086614, "grad_norm": 59.18537902832031, "learning_rate": 1.888667992047714e-08, "loss": 10.31, "step": 22 }, { "epoch": 0.022637795275590553, "grad_norm": 54.053524017333984, "learning_rate": 1.988071570576541e-08, "loss": 9.1395, "step": 23 }, { "epoch": 0.023622047244094488, "grad_norm": 49.979618072509766, "learning_rate": 2.087475149105368e-08, "loss": 8.4201, "step": 24 }, { "epoch": 0.024606299212598427, "grad_norm": 51.654518127441406, "learning_rate": 2.1868787276341955e-08, "loss": 8.6036, "step": 25 }, { "epoch": 0.025590551181102362, "grad_norm": 63.55083465576172, "learning_rate": 2.2862823061630224e-08, "loss": 11.7579, "step": 26 }, { "epoch": 0.0265748031496063, "grad_norm": 59.30263137817383, "learning_rate": 2.3856858846918493e-08, "loss": 10.1307, "step": 27 }, { "epoch": 0.027559055118110236, "grad_norm": 50.75270462036133, "learning_rate": 2.4850894632206765e-08, "loss": 9.2915, "step": 28 }, { "epoch": 0.028543307086614175, "grad_norm": 51.7747917175293, "learning_rate": 2.5844930417495034e-08, "loss": 9.0208, "step": 29 }, { "epoch": 0.02952755905511811, "grad_norm": 46.81666564941406, "learning_rate": 2.6838966202783303e-08, "loss": 8.6867, "step": 30 }, { "epoch": 0.03051181102362205, "grad_norm": 44.82905578613281, "learning_rate": 2.7833001988071578e-08, "loss": 8.0925, "step": 31 }, { "epoch": 0.031496062992125984, "grad_norm": 47.148406982421875, "learning_rate": 2.8827037773359847e-08, "loss": 8.6617, "step": 32 }, { "epoch": 0.03248031496062992, "grad_norm": 47.153053283691406, "learning_rate": 2.982107355864811e-08, "loss": 8.3374, "step": 33 }, { "epoch": 0.03346456692913386, "grad_norm": 45.4912223815918, "learning_rate": 3.081510934393639e-08, "loss": 7.8566, "step": 34 }, { "epoch": 0.0344488188976378, "grad_norm": 51.92588806152344, "learning_rate": 3.180914512922466e-08, "loss": 9.0698, "step": 35 }, { "epoch": 0.03543307086614173, "grad_norm": 43.18679428100586, "learning_rate": 3.280318091451293e-08, "loss": 7.7727, "step": 36 }, { "epoch": 0.03641732283464567, "grad_norm": 43.12812805175781, "learning_rate": 3.37972166998012e-08, "loss": 7.6128, "step": 37 }, { "epoch": 0.03740157480314961, "grad_norm": 44.7684211730957, "learning_rate": 3.479125248508947e-08, "loss": 7.8762, "step": 38 }, { "epoch": 0.038385826771653545, "grad_norm": 36.34556198120117, "learning_rate": 3.578528827037774e-08, "loss": 7.5191, "step": 39 }, { "epoch": 0.03937007874015748, "grad_norm": 39.9330940246582, "learning_rate": 3.6779324055666005e-08, "loss": 7.5638, "step": 40 }, { "epoch": 0.040354330708661415, "grad_norm": 39.49993133544922, "learning_rate": 3.777335984095428e-08, "loss": 7.1878, "step": 41 }, { "epoch": 0.04133858267716536, "grad_norm": 34.661251068115234, "learning_rate": 3.8767395626242556e-08, "loss": 6.8878, "step": 42 }, { "epoch": 0.04232283464566929, "grad_norm": 40.655540466308594, "learning_rate": 3.976143141153082e-08, "loss": 7.5775, "step": 43 }, { "epoch": 0.04330708661417323, "grad_norm": 36.12670135498047, "learning_rate": 4.0755467196819094e-08, "loss": 7.1076, "step": 44 }, { "epoch": 0.04429133858267716, "grad_norm": 34.178226470947266, "learning_rate": 4.174950298210736e-08, "loss": 6.5589, "step": 45 }, { "epoch": 0.045275590551181105, "grad_norm": 36.6577033996582, "learning_rate": 4.274353876739563e-08, "loss": 7.4456, "step": 46 }, { "epoch": 0.04625984251968504, "grad_norm": 32.548709869384766, "learning_rate": 4.373757455268391e-08, "loss": 6.8233, "step": 47 }, { "epoch": 0.047244094488188976, "grad_norm": 34.000553131103516, "learning_rate": 4.4731610337972176e-08, "loss": 6.7633, "step": 48 }, { "epoch": 0.04822834645669291, "grad_norm": 32.247859954833984, "learning_rate": 4.572564612326045e-08, "loss": 6.6024, "step": 49 }, { "epoch": 0.04921259842519685, "grad_norm": 28.947786331176758, "learning_rate": 4.6719681908548713e-08, "loss": 6.2778, "step": 50 }, { "epoch": 0.05019685039370079, "grad_norm": 30.279062271118164, "learning_rate": 4.7713717693836986e-08, "loss": 6.1026, "step": 51 }, { "epoch": 0.051181102362204724, "grad_norm": 31.13785171508789, "learning_rate": 4.870775347912525e-08, "loss": 6.632, "step": 52 }, { "epoch": 0.05216535433070866, "grad_norm": 29.648237228393555, "learning_rate": 4.970178926441353e-08, "loss": 6.6962, "step": 53 }, { "epoch": 0.0531496062992126, "grad_norm": 28.224645614624023, "learning_rate": 5.06958250497018e-08, "loss": 5.8514, "step": 54 }, { "epoch": 0.054133858267716536, "grad_norm": 28.693328857421875, "learning_rate": 5.168986083499007e-08, "loss": 5.9951, "step": 55 }, { "epoch": 0.05511811023622047, "grad_norm": 24.777812957763672, "learning_rate": 5.268389662027834e-08, "loss": 5.4554, "step": 56 }, { "epoch": 0.05610236220472441, "grad_norm": 26.11226463317871, "learning_rate": 5.3677932405566605e-08, "loss": 6.0147, "step": 57 }, { "epoch": 0.05708661417322835, "grad_norm": 24.698375701904297, "learning_rate": 5.467196819085488e-08, "loss": 5.215, "step": 58 }, { "epoch": 0.058070866141732284, "grad_norm": 26.616317749023438, "learning_rate": 5.5666003976143156e-08, "loss": 6.4525, "step": 59 }, { "epoch": 0.05905511811023622, "grad_norm": 26.09321403503418, "learning_rate": 5.666003976143142e-08, "loss": 5.4048, "step": 60 }, { "epoch": 0.060039370078740155, "grad_norm": 19.83713150024414, "learning_rate": 5.7654075546719694e-08, "loss": 5.0424, "step": 61 }, { "epoch": 0.0610236220472441, "grad_norm": 26.56923484802246, "learning_rate": 5.864811133200796e-08, "loss": 6.2646, "step": 62 }, { "epoch": 0.06200787401574803, "grad_norm": 23.580089569091797, "learning_rate": 5.964214711729623e-08, "loss": 5.0847, "step": 63 }, { "epoch": 0.06299212598425197, "grad_norm": 23.453126907348633, "learning_rate": 6.06361829025845e-08, "loss": 5.4415, "step": 64 }, { "epoch": 0.0639763779527559, "grad_norm": 21.229190826416016, "learning_rate": 6.163021868787278e-08, "loss": 5.2469, "step": 65 }, { "epoch": 0.06496062992125984, "grad_norm": 19.477190017700195, "learning_rate": 6.262425447316104e-08, "loss": 5.1378, "step": 66 }, { "epoch": 0.06594488188976377, "grad_norm": 19.40647315979004, "learning_rate": 6.361829025844931e-08, "loss": 5.1636, "step": 67 }, { "epoch": 0.06692913385826772, "grad_norm": 22.20977210998535, "learning_rate": 6.461232604373759e-08, "loss": 5.5596, "step": 68 }, { "epoch": 0.06791338582677166, "grad_norm": 19.186826705932617, "learning_rate": 6.560636182902586e-08, "loss": 4.9508, "step": 69 }, { "epoch": 0.0688976377952756, "grad_norm": 20.190908432006836, "learning_rate": 6.660039761431412e-08, "loss": 5.2355, "step": 70 }, { "epoch": 0.06988188976377953, "grad_norm": 18.122196197509766, "learning_rate": 6.75944333996024e-08, "loss": 4.7359, "step": 71 }, { "epoch": 0.07086614173228346, "grad_norm": 17.524765014648438, "learning_rate": 6.858846918489067e-08, "loss": 4.8947, "step": 72 }, { "epoch": 0.0718503937007874, "grad_norm": 18.821767807006836, "learning_rate": 6.958250497017893e-08, "loss": 4.6269, "step": 73 }, { "epoch": 0.07283464566929133, "grad_norm": 18.19922637939453, "learning_rate": 7.057654075546721e-08, "loss": 4.6072, "step": 74 }, { "epoch": 0.07381889763779527, "grad_norm": 16.908899307250977, "learning_rate": 7.157057654075548e-08, "loss": 4.9125, "step": 75 }, { "epoch": 0.07480314960629922, "grad_norm": 19.90263557434082, "learning_rate": 7.256461232604374e-08, "loss": 4.5856, "step": 76 }, { "epoch": 0.07578740157480315, "grad_norm": 17.92584800720215, "learning_rate": 7.355864811133201e-08, "loss": 4.7879, "step": 77 }, { "epoch": 0.07677165354330709, "grad_norm": 16.29261589050293, "learning_rate": 7.455268389662029e-08, "loss": 4.5348, "step": 78 }, { "epoch": 0.07775590551181102, "grad_norm": 16.3350887298584, "learning_rate": 7.554671968190855e-08, "loss": 4.3554, "step": 79 }, { "epoch": 0.07874015748031496, "grad_norm": 14.408184051513672, "learning_rate": 7.654075546719683e-08, "loss": 4.2984, "step": 80 }, { "epoch": 0.0797244094488189, "grad_norm": 16.71326446533203, "learning_rate": 7.753479125248511e-08, "loss": 4.5505, "step": 81 }, { "epoch": 0.08070866141732283, "grad_norm": 14.62590217590332, "learning_rate": 7.852882703777338e-08, "loss": 4.5325, "step": 82 }, { "epoch": 0.08169291338582677, "grad_norm": 17.189268112182617, "learning_rate": 7.952286282306164e-08, "loss": 4.2725, "step": 83 }, { "epoch": 0.08267716535433071, "grad_norm": 16.960248947143555, "learning_rate": 8.051689860834992e-08, "loss": 4.3054, "step": 84 }, { "epoch": 0.08366141732283465, "grad_norm": 15.114398956298828, "learning_rate": 8.151093439363819e-08, "loss": 4.5536, "step": 85 }, { "epoch": 0.08464566929133858, "grad_norm": 16.153371810913086, "learning_rate": 8.250497017892645e-08, "loss": 4.0265, "step": 86 }, { "epoch": 0.08562992125984252, "grad_norm": 15.731820106506348, "learning_rate": 8.349900596421472e-08, "loss": 4.7453, "step": 87 }, { "epoch": 0.08661417322834646, "grad_norm": 14.69382381439209, "learning_rate": 8.4493041749503e-08, "loss": 4.071, "step": 88 }, { "epoch": 0.08759842519685039, "grad_norm": 13.735575675964355, "learning_rate": 8.548707753479126e-08, "loss": 4.1582, "step": 89 }, { "epoch": 0.08858267716535433, "grad_norm": 16.017065048217773, "learning_rate": 8.648111332007953e-08, "loss": 4.1131, "step": 90 }, { "epoch": 0.08956692913385826, "grad_norm": 17.237276077270508, "learning_rate": 8.747514910536782e-08, "loss": 3.6582, "step": 91 }, { "epoch": 0.09055118110236221, "grad_norm": 15.59334945678711, "learning_rate": 8.846918489065609e-08, "loss": 4.143, "step": 92 }, { "epoch": 0.09153543307086615, "grad_norm": 14.918270111083984, "learning_rate": 8.946322067594435e-08, "loss": 4.2273, "step": 93 }, { "epoch": 0.09251968503937008, "grad_norm": 14.899909019470215, "learning_rate": 9.045725646123262e-08, "loss": 3.9321, "step": 94 }, { "epoch": 0.09350393700787402, "grad_norm": 18.112892150878906, "learning_rate": 9.14512922465209e-08, "loss": 4.2061, "step": 95 }, { "epoch": 0.09448818897637795, "grad_norm": 15.854629516601562, "learning_rate": 9.244532803180916e-08, "loss": 4.1042, "step": 96 }, { "epoch": 0.09547244094488189, "grad_norm": 16.44801139831543, "learning_rate": 9.343936381709743e-08, "loss": 3.9513, "step": 97 }, { "epoch": 0.09645669291338582, "grad_norm": 14.854127883911133, "learning_rate": 9.44333996023857e-08, "loss": 3.8627, "step": 98 }, { "epoch": 0.09744094488188976, "grad_norm": 17.02035903930664, "learning_rate": 9.542743538767397e-08, "loss": 4.3613, "step": 99 }, { "epoch": 0.0984251968503937, "grad_norm": 15.354338645935059, "learning_rate": 9.642147117296224e-08, "loss": 3.8513, "step": 100 }, { "epoch": 0.09940944881889764, "grad_norm": 16.35565757751465, "learning_rate": 9.74155069582505e-08, "loss": 3.5866, "step": 101 }, { "epoch": 0.10039370078740158, "grad_norm": 16.66194725036621, "learning_rate": 9.840954274353878e-08, "loss": 3.5239, "step": 102 }, { "epoch": 0.10137795275590551, "grad_norm": 15.875446319580078, "learning_rate": 9.940357852882706e-08, "loss": 3.5921, "step": 103 }, { "epoch": 0.10236220472440945, "grad_norm": 14.344114303588867, "learning_rate": 1.0039761431411533e-07, "loss": 3.5962, "step": 104 }, { "epoch": 0.10334645669291338, "grad_norm": 18.503963470458984, "learning_rate": 1.013916500994036e-07, "loss": 4.0001, "step": 105 }, { "epoch": 0.10433070866141732, "grad_norm": 16.944435119628906, "learning_rate": 1.0238568588469187e-07, "loss": 4.1374, "step": 106 }, { "epoch": 0.10531496062992125, "grad_norm": 16.46833038330078, "learning_rate": 1.0337972166998014e-07, "loss": 3.9049, "step": 107 }, { "epoch": 0.1062992125984252, "grad_norm": 14.921700477600098, "learning_rate": 1.043737574552684e-07, "loss": 3.2511, "step": 108 }, { "epoch": 0.10728346456692914, "grad_norm": 15.574972152709961, "learning_rate": 1.0536779324055668e-07, "loss": 3.2479, "step": 109 }, { "epoch": 0.10826771653543307, "grad_norm": 16.810884475708008, "learning_rate": 1.0636182902584495e-07, "loss": 3.6414, "step": 110 }, { "epoch": 0.10925196850393701, "grad_norm": 17.074661254882812, "learning_rate": 1.0735586481113321e-07, "loss": 3.6429, "step": 111 }, { "epoch": 0.11023622047244094, "grad_norm": 18.52947235107422, "learning_rate": 1.0834990059642149e-07, "loss": 3.423, "step": 112 }, { "epoch": 0.11122047244094488, "grad_norm": 18.681869506835938, "learning_rate": 1.0934393638170976e-07, "loss": 3.4967, "step": 113 }, { "epoch": 0.11220472440944881, "grad_norm": 20.385292053222656, "learning_rate": 1.1033797216699802e-07, "loss": 3.7649, "step": 114 }, { "epoch": 0.11318897637795275, "grad_norm": 18.912538528442383, "learning_rate": 1.1133200795228631e-07, "loss": 3.2845, "step": 115 }, { "epoch": 0.1141732283464567, "grad_norm": 17.856229782104492, "learning_rate": 1.1232604373757458e-07, "loss": 3.356, "step": 116 }, { "epoch": 0.11515748031496063, "grad_norm": 17.08562469482422, "learning_rate": 1.1332007952286284e-07, "loss": 3.2086, "step": 117 }, { "epoch": 0.11614173228346457, "grad_norm": 17.54237937927246, "learning_rate": 1.1431411530815111e-07, "loss": 3.5561, "step": 118 }, { "epoch": 0.1171259842519685, "grad_norm": 19.936498641967773, "learning_rate": 1.1530815109343939e-07, "loss": 3.7353, "step": 119 }, { "epoch": 0.11811023622047244, "grad_norm": 17.135496139526367, "learning_rate": 1.1630218687872765e-07, "loss": 3.403, "step": 120 }, { "epoch": 0.11909448818897637, "grad_norm": 17.260093688964844, "learning_rate": 1.1729622266401592e-07, "loss": 3.1009, "step": 121 }, { "epoch": 0.12007874015748031, "grad_norm": 17.075611114501953, "learning_rate": 1.182902584493042e-07, "loss": 3.2139, "step": 122 }, { "epoch": 0.12106299212598425, "grad_norm": 23.433874130249023, "learning_rate": 1.1928429423459245e-07, "loss": 3.3339, "step": 123 }, { "epoch": 0.1220472440944882, "grad_norm": 18.25501251220703, "learning_rate": 1.2027833001988073e-07, "loss": 2.9464, "step": 124 }, { "epoch": 0.12303149606299213, "grad_norm": 18.079578399658203, "learning_rate": 1.21272365805169e-07, "loss": 3.3366, "step": 125 }, { "epoch": 0.12401574803149606, "grad_norm": 16.392736434936523, "learning_rate": 1.222664015904573e-07, "loss": 3.0618, "step": 126 }, { "epoch": 0.125, "grad_norm": 15.782499313354492, "learning_rate": 1.2326043737574557e-07, "loss": 3.0092, "step": 127 }, { "epoch": 0.12598425196850394, "grad_norm": 14.74819278717041, "learning_rate": 1.2425447316103382e-07, "loss": 2.7152, "step": 128 }, { "epoch": 0.12696850393700787, "grad_norm": 17.743946075439453, "learning_rate": 1.2524850894632207e-07, "loss": 2.9423, "step": 129 }, { "epoch": 0.1279527559055118, "grad_norm": 15.759135246276855, "learning_rate": 1.2624254473161035e-07, "loss": 2.6569, "step": 130 }, { "epoch": 0.12893700787401574, "grad_norm": 18.54253387451172, "learning_rate": 1.2723658051689863e-07, "loss": 2.8469, "step": 131 }, { "epoch": 0.12992125984251968, "grad_norm": 18.318775177001953, "learning_rate": 1.282306163021869e-07, "loss": 2.9089, "step": 132 }, { "epoch": 0.1309055118110236, "grad_norm": 17.751266479492188, "learning_rate": 1.2922465208747519e-07, "loss": 2.5809, "step": 133 }, { "epoch": 0.13188976377952755, "grad_norm": 21.29975128173828, "learning_rate": 1.3021868787276344e-07, "loss": 2.6987, "step": 134 }, { "epoch": 0.1328740157480315, "grad_norm": 19.9519100189209, "learning_rate": 1.3121272365805172e-07, "loss": 3.2518, "step": 135 }, { "epoch": 0.13385826771653545, "grad_norm": 19.99887466430664, "learning_rate": 1.3220675944333997e-07, "loss": 2.9145, "step": 136 }, { "epoch": 0.13484251968503938, "grad_norm": 17.0355167388916, "learning_rate": 1.3320079522862825e-07, "loss": 2.4809, "step": 137 }, { "epoch": 0.13582677165354332, "grad_norm": 18.628467559814453, "learning_rate": 1.3419483101391653e-07, "loss": 2.8264, "step": 138 }, { "epoch": 0.13681102362204725, "grad_norm": 19.511394500732422, "learning_rate": 1.351888667992048e-07, "loss": 2.5724, "step": 139 }, { "epoch": 0.1377952755905512, "grad_norm": 21.264480590820312, "learning_rate": 1.3618290258449306e-07, "loss": 2.6949, "step": 140 }, { "epoch": 0.13877952755905512, "grad_norm": 19.76134490966797, "learning_rate": 1.3717693836978134e-07, "loss": 2.6925, "step": 141 }, { "epoch": 0.13976377952755906, "grad_norm": 20.930673599243164, "learning_rate": 1.381709741550696e-07, "loss": 2.9311, "step": 142 }, { "epoch": 0.140748031496063, "grad_norm": 21.966018676757812, "learning_rate": 1.3916500994035787e-07, "loss": 2.5667, "step": 143 }, { "epoch": 0.14173228346456693, "grad_norm": 21.916505813598633, "learning_rate": 1.4015904572564615e-07, "loss": 3.2471, "step": 144 }, { "epoch": 0.14271653543307086, "grad_norm": 20.081771850585938, "learning_rate": 1.4115308151093443e-07, "loss": 2.2441, "step": 145 }, { "epoch": 0.1437007874015748, "grad_norm": 22.893489837646484, "learning_rate": 1.421471172962227e-07, "loss": 2.75, "step": 146 }, { "epoch": 0.14468503937007873, "grad_norm": 23.95358657836914, "learning_rate": 1.4314115308151096e-07, "loss": 2.9669, "step": 147 }, { "epoch": 0.14566929133858267, "grad_norm": 21.101062774658203, "learning_rate": 1.4413518886679924e-07, "loss": 2.736, "step": 148 }, { "epoch": 0.1466535433070866, "grad_norm": 25.240341186523438, "learning_rate": 1.451292246520875e-07, "loss": 3.104, "step": 149 }, { "epoch": 0.14763779527559054, "grad_norm": 18.358688354492188, "learning_rate": 1.4612326043737577e-07, "loss": 2.2175, "step": 150 }, { "epoch": 0.1486220472440945, "grad_norm": 21.986661911010742, "learning_rate": 1.4711729622266402e-07, "loss": 2.7415, "step": 151 }, { "epoch": 0.14960629921259844, "grad_norm": 20.64093017578125, "learning_rate": 1.4811133200795232e-07, "loss": 1.8707, "step": 152 }, { "epoch": 0.15059055118110237, "grad_norm": 20.602142333984375, "learning_rate": 1.4910536779324058e-07, "loss": 2.5961, "step": 153 }, { "epoch": 0.15059055118110237, "eval_Qnli-dev_cosine_accuracy": 0.634765625, "eval_Qnli-dev_cosine_accuracy_threshold": 0.8508153557777405, "eval_Qnli-dev_cosine_ap": 0.6461335447626624, "eval_Qnli-dev_cosine_f1": 0.6505636070853462, "eval_Qnli-dev_cosine_f1_threshold": 0.7770615816116333, "eval_Qnli-dev_cosine_precision": 0.5246753246753246, "eval_Qnli-dev_cosine_recall": 0.8559322033898306, "eval_Qnli-dev_dot_accuracy": 0.634765625, "eval_Qnli-dev_dot_accuracy_threshold": 653.7443237304688, "eval_Qnli-dev_dot_ap": 0.6461682282377894, "eval_Qnli-dev_dot_f1": 0.6505636070853462, "eval_Qnli-dev_dot_f1_threshold": 597.0731811523438, "eval_Qnli-dev_dot_precision": 0.5246753246753246, "eval_Qnli-dev_dot_recall": 0.8559322033898306, "eval_Qnli-dev_euclidean_accuracy": 0.634765625, "eval_Qnli-dev_euclidean_accuracy_threshold": 15.141305923461914, "eval_Qnli-dev_euclidean_ap": 0.6461382925406688, "eval_Qnli-dev_euclidean_f1": 0.6505636070853462, "eval_Qnli-dev_euclidean_f1_threshold": 18.50943946838379, "eval_Qnli-dev_euclidean_precision": 0.5246753246753246, "eval_Qnli-dev_euclidean_recall": 0.8559322033898306, "eval_Qnli-dev_manhattan_accuracy": 0.6328125, "eval_Qnli-dev_manhattan_accuracy_threshold": 331.46282958984375, "eval_Qnli-dev_manhattan_ap": 0.6431949026371255, "eval_Qnli-dev_manhattan_f1": 0.6501650165016502, "eval_Qnli-dev_manhattan_f1_threshold": 404.6050109863281, "eval_Qnli-dev_manhattan_precision": 0.5324324324324324, "eval_Qnli-dev_manhattan_recall": 0.8347457627118644, "eval_Qnli-dev_max_accuracy": 0.634765625, "eval_Qnli-dev_max_accuracy_threshold": 653.7443237304688, "eval_Qnli-dev_max_ap": 0.6461682282377894, "eval_Qnli-dev_max_f1": 0.6505636070853462, "eval_Qnli-dev_max_f1_threshold": 597.0731811523438, "eval_Qnli-dev_max_precision": 0.5324324324324324, "eval_Qnli-dev_max_recall": 0.8559322033898306, "eval_allNLI-dev_cosine_accuracy": 0.67578125, "eval_allNLI-dev_cosine_accuracy_threshold": 0.9452645182609558, "eval_allNLI-dev_cosine_ap": 0.4264736612515921, "eval_allNLI-dev_cosine_f1": 0.512, "eval_allNLI-dev_cosine_f1_threshold": 0.8565204739570618, "eval_allNLI-dev_cosine_precision": 0.39143730886850153, "eval_allNLI-dev_cosine_recall": 0.7398843930635838, "eval_allNLI-dev_dot_accuracy": 0.67578125, "eval_allNLI-dev_dot_accuracy_threshold": 726.30615234375, "eval_allNLI-dev_dot_ap": 0.42647535250956575, "eval_allNLI-dev_dot_f1": 0.512, "eval_allNLI-dev_dot_f1_threshold": 658.1103515625, "eval_allNLI-dev_dot_precision": 0.39143730886850153, "eval_allNLI-dev_dot_recall": 0.7398843930635838, "eval_allNLI-dev_euclidean_accuracy": 0.67578125, "eval_allNLI-dev_euclidean_accuracy_threshold": 9.171283721923828, "eval_allNLI-dev_euclidean_ap": 0.4264736612515921, "eval_allNLI-dev_euclidean_f1": 0.512, "eval_allNLI-dev_euclidean_f1_threshold": 14.84876823425293, "eval_allNLI-dev_euclidean_precision": 0.39143730886850153, "eval_allNLI-dev_euclidean_recall": 0.7398843930635838, "eval_allNLI-dev_manhattan_accuracy": 0.67578125, "eval_allNLI-dev_manhattan_accuracy_threshold": 201.49061584472656, "eval_allNLI-dev_manhattan_ap": 0.4252213828672732, "eval_allNLI-dev_manhattan_f1": 0.5107692307692308, "eval_allNLI-dev_manhattan_f1_threshold": 417.52728271484375, "eval_allNLI-dev_manhattan_precision": 0.3480083857442348, "eval_allNLI-dev_manhattan_recall": 0.9595375722543352, "eval_allNLI-dev_max_accuracy": 0.67578125, "eval_allNLI-dev_max_accuracy_threshold": 726.30615234375, "eval_allNLI-dev_max_ap": 0.42647535250956575, "eval_allNLI-dev_max_f1": 0.512, "eval_allNLI-dev_max_f1_threshold": 658.1103515625, "eval_allNLI-dev_max_precision": 0.39143730886850153, "eval_allNLI-dev_max_recall": 0.9595375722543352, "eval_loss": 2.2652623653411865, "eval_runtime": 50.7627, "eval_samples_per_second": 32.78, "eval_sequential_score": 0.6461682282377894, "eval_steps_per_second": 0.138, "eval_sts-test_pearson_cosine": 0.2749904272806095, "eval_sts-test_pearson_dot": 0.27496363262371837, "eval_sts-test_pearson_euclidean": 0.2934483033082174, "eval_sts-test_pearson_manhattan": 0.2923996087310511, "eval_sts-test_pearson_max": 0.2934483033082174, "eval_sts-test_spearman_cosine": 0.31159390381099095, "eval_sts-test_spearman_dot": 0.31138581044552094, "eval_sts-test_spearman_euclidean": 0.3115817314678925, "eval_sts-test_spearman_manhattan": 0.3095556181083969, "eval_sts-test_spearman_max": 0.31159390381099095, "step": 153 }, { "epoch": 0.1515748031496063, "grad_norm": 22.330442428588867, "learning_rate": 1.5009940357852886e-07, "loss": 3.1149, "step": 154 }, { "epoch": 0.15255905511811024, "grad_norm": 23.656953811645508, "learning_rate": 1.510934393638171e-07, "loss": 2.2976, "step": 155 }, { "epoch": 0.15354330708661418, "grad_norm": 20.271608352661133, "learning_rate": 1.5208747514910539e-07, "loss": 2.4436, "step": 156 }, { "epoch": 0.1545275590551181, "grad_norm": 25.410293579101562, "learning_rate": 1.5308151093439367e-07, "loss": 2.8826, "step": 157 }, { "epoch": 0.15551181102362205, "grad_norm": 23.772783279418945, "learning_rate": 1.5407554671968192e-07, "loss": 2.3664, "step": 158 }, { "epoch": 0.15649606299212598, "grad_norm": 23.44937515258789, "learning_rate": 1.5506958250497022e-07, "loss": 2.2485, "step": 159 }, { "epoch": 0.15748031496062992, "grad_norm": 23.024261474609375, "learning_rate": 1.5606361829025848e-07, "loss": 2.5167, "step": 160 }, { "epoch": 0.15846456692913385, "grad_norm": 20.63090705871582, "learning_rate": 1.5705765407554675e-07, "loss": 1.7183, "step": 161 }, { "epoch": 0.1594488188976378, "grad_norm": 21.573190689086914, "learning_rate": 1.58051689860835e-07, "loss": 2.1003, "step": 162 }, { "epoch": 0.16043307086614172, "grad_norm": 23.774974822998047, "learning_rate": 1.5904572564612329e-07, "loss": 2.5785, "step": 163 }, { "epoch": 0.16141732283464566, "grad_norm": 27.151123046875, "learning_rate": 1.6003976143141154e-07, "loss": 2.8789, "step": 164 }, { "epoch": 0.1624015748031496, "grad_norm": 23.50958824157715, "learning_rate": 1.6103379721669984e-07, "loss": 2.3425, "step": 165 }, { "epoch": 0.16338582677165353, "grad_norm": 23.77661895751953, "learning_rate": 1.620278330019881e-07, "loss": 2.0966, "step": 166 }, { "epoch": 0.1643700787401575, "grad_norm": 22.070526123046875, "learning_rate": 1.6302186878727637e-07, "loss": 2.1126, "step": 167 }, { "epoch": 0.16535433070866143, "grad_norm": 22.653602600097656, "learning_rate": 1.6401590457256465e-07, "loss": 2.1824, "step": 168 }, { "epoch": 0.16633858267716536, "grad_norm": 21.470808029174805, "learning_rate": 1.650099403578529e-07, "loss": 2.2009, "step": 169 }, { "epoch": 0.1673228346456693, "grad_norm": 25.822694778442383, "learning_rate": 1.6600397614314118e-07, "loss": 2.3796, "step": 170 }, { "epoch": 0.16830708661417323, "grad_norm": 22.609458923339844, "learning_rate": 1.6699801192842944e-07, "loss": 2.3096, "step": 171 }, { "epoch": 0.16929133858267717, "grad_norm": 24.10075569152832, "learning_rate": 1.6799204771371774e-07, "loss": 2.7897, "step": 172 }, { "epoch": 0.1702755905511811, "grad_norm": 22.21641731262207, "learning_rate": 1.68986083499006e-07, "loss": 2.2097, "step": 173 }, { "epoch": 0.17125984251968504, "grad_norm": 17.717933654785156, "learning_rate": 1.6998011928429427e-07, "loss": 1.7508, "step": 174 }, { "epoch": 0.17224409448818898, "grad_norm": 22.352798461914062, "learning_rate": 1.7097415506958253e-07, "loss": 2.353, "step": 175 }, { "epoch": 0.1732283464566929, "grad_norm": 23.421472549438477, "learning_rate": 1.719681908548708e-07, "loss": 2.4276, "step": 176 }, { "epoch": 0.17421259842519685, "grad_norm": 20.41706657409668, "learning_rate": 1.7296222664015906e-07, "loss": 2.1016, "step": 177 }, { "epoch": 0.17519685039370078, "grad_norm": 19.39253807067871, "learning_rate": 1.7395626242544734e-07, "loss": 1.8461, "step": 178 }, { "epoch": 0.17618110236220472, "grad_norm": 19.994935989379883, "learning_rate": 1.7495029821073564e-07, "loss": 1.8104, "step": 179 }, { "epoch": 0.17716535433070865, "grad_norm": 24.119571685791016, "learning_rate": 1.759443339960239e-07, "loss": 2.6023, "step": 180 }, { "epoch": 0.1781496062992126, "grad_norm": 28.111419677734375, "learning_rate": 1.7693836978131217e-07, "loss": 2.5261, "step": 181 }, { "epoch": 0.17913385826771652, "grad_norm": 26.244142532348633, "learning_rate": 1.7793240556660042e-07, "loss": 2.1053, "step": 182 }, { "epoch": 0.18011811023622049, "grad_norm": 24.29507827758789, "learning_rate": 1.789264413518887e-07, "loss": 1.9712, "step": 183 }, { "epoch": 0.18110236220472442, "grad_norm": 26.753236770629883, "learning_rate": 1.7992047713717695e-07, "loss": 2.4693, "step": 184 }, { "epoch": 0.18208661417322836, "grad_norm": 23.031953811645508, "learning_rate": 1.8091451292246523e-07, "loss": 2.1119, "step": 185 }, { "epoch": 0.1830708661417323, "grad_norm": 24.926044464111328, "learning_rate": 1.819085487077535e-07, "loss": 2.4797, "step": 186 }, { "epoch": 0.18405511811023623, "grad_norm": 19.047605514526367, "learning_rate": 1.829025844930418e-07, "loss": 2.1587, "step": 187 }, { "epoch": 0.18503937007874016, "grad_norm": 26.785459518432617, "learning_rate": 1.8389662027833004e-07, "loss": 1.9578, "step": 188 }, { "epoch": 0.1860236220472441, "grad_norm": 22.257556915283203, "learning_rate": 1.8489065606361832e-07, "loss": 2.1368, "step": 189 }, { "epoch": 0.18700787401574803, "grad_norm": 24.006427764892578, "learning_rate": 1.8588469184890657e-07, "loss": 2.4212, "step": 190 }, { "epoch": 0.18799212598425197, "grad_norm": 22.14805793762207, "learning_rate": 1.8687872763419485e-07, "loss": 1.9591, "step": 191 }, { "epoch": 0.1889763779527559, "grad_norm": 19.438581466674805, "learning_rate": 1.8787276341948313e-07, "loss": 1.5816, "step": 192 }, { "epoch": 0.18996062992125984, "grad_norm": 19.473068237304688, "learning_rate": 1.888667992047714e-07, "loss": 1.4029, "step": 193 }, { "epoch": 0.19094488188976377, "grad_norm": 22.895261764526367, "learning_rate": 1.898608349900597e-07, "loss": 1.9385, "step": 194 }, { "epoch": 0.1919291338582677, "grad_norm": 22.117504119873047, "learning_rate": 1.9085487077534794e-07, "loss": 1.5596, "step": 195 }, { "epoch": 0.19291338582677164, "grad_norm": 25.059682846069336, "learning_rate": 1.9184890656063622e-07, "loss": 1.6663, "step": 196 }, { "epoch": 0.19389763779527558, "grad_norm": 31.338993072509766, "learning_rate": 1.9284294234592447e-07, "loss": 2.0026, "step": 197 }, { "epoch": 0.19488188976377951, "grad_norm": 25.27398681640625, "learning_rate": 1.9383697813121275e-07, "loss": 2.0046, "step": 198 }, { "epoch": 0.19586614173228348, "grad_norm": 22.62946128845215, "learning_rate": 1.94831013916501e-07, "loss": 1.5016, "step": 199 }, { "epoch": 0.1968503937007874, "grad_norm": 26.856422424316406, "learning_rate": 1.958250497017893e-07, "loss": 2.184, "step": 200 }, { "epoch": 0.19783464566929135, "grad_norm": 27.561872482299805, "learning_rate": 1.9681908548707756e-07, "loss": 2.3442, "step": 201 }, { "epoch": 0.19881889763779528, "grad_norm": 29.985654830932617, "learning_rate": 1.9781312127236584e-07, "loss": 2.6981, "step": 202 }, { "epoch": 0.19980314960629922, "grad_norm": 22.171070098876953, "learning_rate": 1.9880715705765412e-07, "loss": 2.5481, "step": 203 }, { "epoch": 0.20078740157480315, "grad_norm": 26.214073181152344, "learning_rate": 1.9980119284294237e-07, "loss": 2.9798, "step": 204 }, { "epoch": 0.2017716535433071, "grad_norm": 22.690643310546875, "learning_rate": 2.0079522862823065e-07, "loss": 2.287, "step": 205 }, { "epoch": 0.20275590551181102, "grad_norm": 21.528181076049805, "learning_rate": 2.017892644135189e-07, "loss": 1.9393, "step": 206 }, { "epoch": 0.20374015748031496, "grad_norm": 24.61495018005371, "learning_rate": 2.027833001988072e-07, "loss": 2.892, "step": 207 }, { "epoch": 0.2047244094488189, "grad_norm": 21.661781311035156, "learning_rate": 2.0377733598409546e-07, "loss": 2.26, "step": 208 }, { "epoch": 0.20570866141732283, "grad_norm": 21.17841339111328, "learning_rate": 2.0477137176938374e-07, "loss": 2.5911, "step": 209 }, { "epoch": 0.20669291338582677, "grad_norm": 22.297616958618164, "learning_rate": 2.05765407554672e-07, "loss": 2.1239, "step": 210 }, { "epoch": 0.2076771653543307, "grad_norm": 18.447376251220703, "learning_rate": 2.0675944333996027e-07, "loss": 2.0683, "step": 211 }, { "epoch": 0.20866141732283464, "grad_norm": 19.692792892456055, "learning_rate": 2.0775347912524852e-07, "loss": 1.768, "step": 212 }, { "epoch": 0.20964566929133857, "grad_norm": 24.793012619018555, "learning_rate": 2.087475149105368e-07, "loss": 2.5468, "step": 213 }, { "epoch": 0.2106299212598425, "grad_norm": 21.60909652709961, "learning_rate": 2.097415506958251e-07, "loss": 1.8956, "step": 214 }, { "epoch": 0.21161417322834647, "grad_norm": 22.114286422729492, "learning_rate": 2.1073558648111336e-07, "loss": 2.044, "step": 215 }, { "epoch": 0.2125984251968504, "grad_norm": 19.02837562561035, "learning_rate": 2.1172962226640164e-07, "loss": 1.5721, "step": 216 }, { "epoch": 0.21358267716535434, "grad_norm": 19.785751342773438, "learning_rate": 2.127236580516899e-07, "loss": 1.6278, "step": 217 }, { "epoch": 0.21456692913385828, "grad_norm": 21.3282470703125, "learning_rate": 2.1371769383697817e-07, "loss": 1.7754, "step": 218 }, { "epoch": 0.2155511811023622, "grad_norm": 25.80916404724121, "learning_rate": 2.1471172962226642e-07, "loss": 1.8594, "step": 219 }, { "epoch": 0.21653543307086615, "grad_norm": 21.912315368652344, "learning_rate": 2.1570576540755473e-07, "loss": 1.8309, "step": 220 }, { "epoch": 0.21751968503937008, "grad_norm": 24.051366806030273, "learning_rate": 2.1669980119284298e-07, "loss": 2.0619, "step": 221 }, { "epoch": 0.21850393700787402, "grad_norm": 24.29237174987793, "learning_rate": 2.1769383697813126e-07, "loss": 2.3335, "step": 222 }, { "epoch": 0.21948818897637795, "grad_norm": 25.850160598754883, "learning_rate": 2.186878727634195e-07, "loss": 2.023, "step": 223 }, { "epoch": 0.2204724409448819, "grad_norm": 27.208112716674805, "learning_rate": 2.196819085487078e-07, "loss": 2.1975, "step": 224 }, { "epoch": 0.22145669291338582, "grad_norm": 22.276878356933594, "learning_rate": 2.2067594433399604e-07, "loss": 1.9228, "step": 225 }, { "epoch": 0.22244094488188976, "grad_norm": 30.213895797729492, "learning_rate": 2.2166998011928432e-07, "loss": 2.3565, "step": 226 }, { "epoch": 0.2234251968503937, "grad_norm": 22.16749382019043, "learning_rate": 2.2266401590457263e-07, "loss": 1.896, "step": 227 }, { "epoch": 0.22440944881889763, "grad_norm": 21.131744384765625, "learning_rate": 2.2365805168986088e-07, "loss": 2.0912, "step": 228 }, { "epoch": 0.22539370078740156, "grad_norm": 25.1036376953125, "learning_rate": 2.2465208747514916e-07, "loss": 2.7703, "step": 229 }, { "epoch": 0.2263779527559055, "grad_norm": 25.316814422607422, "learning_rate": 2.256461232604374e-07, "loss": 1.6988, "step": 230 }, { "epoch": 0.22736220472440946, "grad_norm": 25.363996505737305, "learning_rate": 2.266401590457257e-07, "loss": 2.0406, "step": 231 }, { "epoch": 0.2283464566929134, "grad_norm": 21.906835556030273, "learning_rate": 2.2763419483101394e-07, "loss": 1.9288, "step": 232 }, { "epoch": 0.22933070866141733, "grad_norm": 21.407150268554688, "learning_rate": 2.2862823061630222e-07, "loss": 2.0457, "step": 233 }, { "epoch": 0.23031496062992127, "grad_norm": 21.2374210357666, "learning_rate": 2.296222664015905e-07, "loss": 1.7061, "step": 234 }, { "epoch": 0.2312992125984252, "grad_norm": 20.94179344177246, "learning_rate": 2.3061630218687878e-07, "loss": 1.6244, "step": 235 }, { "epoch": 0.23228346456692914, "grad_norm": 21.845712661743164, "learning_rate": 2.3161033797216703e-07, "loss": 2.0241, "step": 236 }, { "epoch": 0.23326771653543307, "grad_norm": 19.496191024780273, "learning_rate": 2.326043737574553e-07, "loss": 1.567, "step": 237 }, { "epoch": 0.234251968503937, "grad_norm": 21.819353103637695, "learning_rate": 2.335984095427436e-07, "loss": 1.8084, "step": 238 }, { "epoch": 0.23523622047244094, "grad_norm": 27.17051124572754, "learning_rate": 2.3459244532803184e-07, "loss": 2.4363, "step": 239 }, { "epoch": 0.23622047244094488, "grad_norm": 24.850723266601562, "learning_rate": 2.3558648111332012e-07, "loss": 1.7532, "step": 240 }, { "epoch": 0.2372047244094488, "grad_norm": 24.120052337646484, "learning_rate": 2.365805168986084e-07, "loss": 2.0797, "step": 241 }, { "epoch": 0.23818897637795275, "grad_norm": 23.708179473876953, "learning_rate": 2.3757455268389668e-07, "loss": 1.9562, "step": 242 }, { "epoch": 0.23917322834645668, "grad_norm": 20.58576774597168, "learning_rate": 2.385685884691849e-07, "loss": 1.6751, "step": 243 }, { "epoch": 0.24015748031496062, "grad_norm": 25.161970138549805, "learning_rate": 2.395626242544732e-07, "loss": 2.0265, "step": 244 }, { "epoch": 0.24114173228346455, "grad_norm": 22.079387664794922, "learning_rate": 2.4055666003976146e-07, "loss": 1.6065, "step": 245 }, { "epoch": 0.2421259842519685, "grad_norm": 20.125717163085938, "learning_rate": 2.4155069582504976e-07, "loss": 1.7439, "step": 246 }, { "epoch": 0.24311023622047245, "grad_norm": 22.855445861816406, "learning_rate": 2.42544731610338e-07, "loss": 2.0237, "step": 247 }, { "epoch": 0.2440944881889764, "grad_norm": 22.16312026977539, "learning_rate": 2.4353876739562627e-07, "loss": 1.6128, "step": 248 }, { "epoch": 0.24507874015748032, "grad_norm": 21.942440032958984, "learning_rate": 2.445328031809146e-07, "loss": 1.6581, "step": 249 }, { "epoch": 0.24606299212598426, "grad_norm": 24.027729034423828, "learning_rate": 2.4552683896620283e-07, "loss": 2.1538, "step": 250 }, { "epoch": 0.2470472440944882, "grad_norm": 23.1455078125, "learning_rate": 2.4652087475149113e-07, "loss": 2.049, "step": 251 }, { "epoch": 0.24803149606299213, "grad_norm": 22.017520904541016, "learning_rate": 2.475149105367794e-07, "loss": 1.2573, "step": 252 }, { "epoch": 0.24901574803149606, "grad_norm": 18.747554779052734, "learning_rate": 2.4850894632206764e-07, "loss": 1.5619, "step": 253 }, { "epoch": 0.25, "grad_norm": 18.277063369750977, "learning_rate": 2.495029821073559e-07, "loss": 1.2611, "step": 254 }, { "epoch": 0.25098425196850394, "grad_norm": 19.781038284301758, "learning_rate": 2.5049701789264414e-07, "loss": 1.3443, "step": 255 }, { "epoch": 0.25196850393700787, "grad_norm": 21.605199813842773, "learning_rate": 2.5149105367793245e-07, "loss": 1.3436, "step": 256 }, { "epoch": 0.2529527559055118, "grad_norm": 29.64748764038086, "learning_rate": 2.524850894632207e-07, "loss": 2.8117, "step": 257 }, { "epoch": 0.25393700787401574, "grad_norm": 19.245962142944336, "learning_rate": 2.53479125248509e-07, "loss": 1.7563, "step": 258 }, { "epoch": 0.2549212598425197, "grad_norm": 18.752405166625977, "learning_rate": 2.5447316103379726e-07, "loss": 1.3148, "step": 259 }, { "epoch": 0.2559055118110236, "grad_norm": 24.133914947509766, "learning_rate": 2.554671968190855e-07, "loss": 2.0278, "step": 260 }, { "epoch": 0.25688976377952755, "grad_norm": 19.490673065185547, "learning_rate": 2.564612326043738e-07, "loss": 1.2403, "step": 261 }, { "epoch": 0.2578740157480315, "grad_norm": 20.14169692993164, "learning_rate": 2.5745526838966207e-07, "loss": 1.588, "step": 262 }, { "epoch": 0.2588582677165354, "grad_norm": 26.948959350585938, "learning_rate": 2.5844930417495037e-07, "loss": 2.0071, "step": 263 }, { "epoch": 0.25984251968503935, "grad_norm": 22.330224990844727, "learning_rate": 2.5944333996023857e-07, "loss": 1.5312, "step": 264 }, { "epoch": 0.2608267716535433, "grad_norm": 21.379629135131836, "learning_rate": 2.604373757455269e-07, "loss": 1.8641, "step": 265 }, { "epoch": 0.2618110236220472, "grad_norm": 20.703140258789062, "learning_rate": 2.614314115308152e-07, "loss": 1.2933, "step": 266 }, { "epoch": 0.26279527559055116, "grad_norm": 22.9117488861084, "learning_rate": 2.6242544731610343e-07, "loss": 1.6262, "step": 267 }, { "epoch": 0.2637795275590551, "grad_norm": 23.842002868652344, "learning_rate": 2.634194831013917e-07, "loss": 1.721, "step": 268 }, { "epoch": 0.26476377952755903, "grad_norm": 20.449384689331055, "learning_rate": 2.6441351888667994e-07, "loss": 1.4713, "step": 269 }, { "epoch": 0.265748031496063, "grad_norm": 25.885969161987305, "learning_rate": 2.6540755467196824e-07, "loss": 1.4625, "step": 270 }, { "epoch": 0.26673228346456695, "grad_norm": 24.52666473388672, "learning_rate": 2.664015904572565e-07, "loss": 1.7254, "step": 271 }, { "epoch": 0.2677165354330709, "grad_norm": 23.4957275390625, "learning_rate": 2.6739562624254475e-07, "loss": 1.5108, "step": 272 }, { "epoch": 0.2687007874015748, "grad_norm": 23.828855514526367, "learning_rate": 2.6838966202783305e-07, "loss": 2.1126, "step": 273 }, { "epoch": 0.26968503937007876, "grad_norm": 21.05967903137207, "learning_rate": 2.693836978131213e-07, "loss": 1.3967, "step": 274 }, { "epoch": 0.2706692913385827, "grad_norm": 24.555776596069336, "learning_rate": 2.703777335984096e-07, "loss": 1.7067, "step": 275 }, { "epoch": 0.27165354330708663, "grad_norm": 22.135860443115234, "learning_rate": 2.7137176938369786e-07, "loss": 1.4847, "step": 276 }, { "epoch": 0.27263779527559057, "grad_norm": 22.105913162231445, "learning_rate": 2.723658051689861e-07, "loss": 1.6515, "step": 277 }, { "epoch": 0.2736220472440945, "grad_norm": 16.617225646972656, "learning_rate": 2.7335984095427437e-07, "loss": 0.9367, "step": 278 }, { "epoch": 0.27460629921259844, "grad_norm": 26.01727867126465, "learning_rate": 2.743538767395627e-07, "loss": 2.0267, "step": 279 }, { "epoch": 0.2755905511811024, "grad_norm": 22.522462844848633, "learning_rate": 2.75347912524851e-07, "loss": 1.5023, "step": 280 }, { "epoch": 0.2765748031496063, "grad_norm": 20.646358489990234, "learning_rate": 2.763419483101392e-07, "loss": 1.1248, "step": 281 }, { "epoch": 0.27755905511811024, "grad_norm": 23.3087158203125, "learning_rate": 2.773359840954275e-07, "loss": 1.6224, "step": 282 }, { "epoch": 0.2785433070866142, "grad_norm": 24.115968704223633, "learning_rate": 2.7833001988071574e-07, "loss": 1.7969, "step": 283 }, { "epoch": 0.2795275590551181, "grad_norm": 27.229188919067383, "learning_rate": 2.7932405566600404e-07, "loss": 2.2498, "step": 284 }, { "epoch": 0.28051181102362205, "grad_norm": 25.797216415405273, "learning_rate": 2.803180914512923e-07, "loss": 1.7477, "step": 285 }, { "epoch": 0.281496062992126, "grad_norm": 23.666858673095703, "learning_rate": 2.8131212723658055e-07, "loss": 1.6261, "step": 286 }, { "epoch": 0.2824803149606299, "grad_norm": 26.826387405395508, "learning_rate": 2.8230616302186885e-07, "loss": 2.0911, "step": 287 }, { "epoch": 0.28346456692913385, "grad_norm": 23.288511276245117, "learning_rate": 2.833001988071571e-07, "loss": 1.9519, "step": 288 }, { "epoch": 0.2844488188976378, "grad_norm": 19.76810073852539, "learning_rate": 2.842942345924454e-07, "loss": 1.3132, "step": 289 }, { "epoch": 0.2854330708661417, "grad_norm": 24.65778923034668, "learning_rate": 2.852882703777336e-07, "loss": 2.3292, "step": 290 }, { "epoch": 0.28641732283464566, "grad_norm": 19.230430603027344, "learning_rate": 2.862823061630219e-07, "loss": 1.3781, "step": 291 }, { "epoch": 0.2874015748031496, "grad_norm": 20.665143966674805, "learning_rate": 2.8727634194831017e-07, "loss": 1.5753, "step": 292 }, { "epoch": 0.28838582677165353, "grad_norm": 18.584993362426758, "learning_rate": 2.8827037773359847e-07, "loss": 1.4158, "step": 293 }, { "epoch": 0.28937007874015747, "grad_norm": 20.731081008911133, "learning_rate": 2.892644135188867e-07, "loss": 2.1661, "step": 294 }, { "epoch": 0.2903543307086614, "grad_norm": 20.006755828857422, "learning_rate": 2.90258449304175e-07, "loss": 1.4928, "step": 295 }, { "epoch": 0.29133858267716534, "grad_norm": 20.01453971862793, "learning_rate": 2.912524850894633e-07, "loss": 2.2825, "step": 296 }, { "epoch": 0.29232283464566927, "grad_norm": 18.137697219848633, "learning_rate": 2.9224652087475153e-07, "loss": 1.7261, "step": 297 }, { "epoch": 0.2933070866141732, "grad_norm": 20.046411514282227, "learning_rate": 2.9324055666003984e-07, "loss": 1.8635, "step": 298 }, { "epoch": 0.29429133858267714, "grad_norm": 15.859444618225098, "learning_rate": 2.9423459244532804e-07, "loss": 0.974, "step": 299 }, { "epoch": 0.2952755905511811, "grad_norm": 17.976015090942383, "learning_rate": 2.9522862823061634e-07, "loss": 1.53, "step": 300 }, { "epoch": 0.296259842519685, "grad_norm": 20.52704429626465, "learning_rate": 2.9622266401590465e-07, "loss": 1.5985, "step": 301 }, { "epoch": 0.297244094488189, "grad_norm": 19.45134925842285, "learning_rate": 2.972166998011929e-07, "loss": 1.2169, "step": 302 }, { "epoch": 0.29822834645669294, "grad_norm": 22.01141357421875, "learning_rate": 2.9821073558648115e-07, "loss": 1.771, "step": 303 }, { "epoch": 0.2992125984251969, "grad_norm": 17.591617584228516, "learning_rate": 2.992047713717694e-07, "loss": 1.4506, "step": 304 }, { "epoch": 0.3001968503937008, "grad_norm": 25.382244110107422, "learning_rate": 3.001988071570577e-07, "loss": 1.9496, "step": 305 }, { "epoch": 0.30118110236220474, "grad_norm": 21.026479721069336, "learning_rate": 3.01192842942346e-07, "loss": 1.2436, "step": 306 }, { "epoch": 0.30118110236220474, "eval_Qnli-dev_cosine_accuracy": 0.671875, "eval_Qnli-dev_cosine_accuracy_threshold": 0.822678804397583, "eval_Qnli-dev_cosine_ap": 0.6991833375897509, "eval_Qnli-dev_cosine_f1": 0.6688, "eval_Qnli-dev_cosine_f1_threshold": 0.7263889312744141, "eval_Qnli-dev_cosine_precision": 0.5372750642673522, "eval_Qnli-dev_cosine_recall": 0.885593220338983, "eval_Qnli-dev_dot_accuracy": 0.671875, "eval_Qnli-dev_dot_accuracy_threshold": 632.18896484375, "eval_Qnli-dev_dot_ap": 0.6993450442740953, "eval_Qnli-dev_dot_f1": 0.6688, "eval_Qnli-dev_dot_f1_threshold": 558.1864013671875, "eval_Qnli-dev_dot_precision": 0.5372750642673522, "eval_Qnli-dev_dot_recall": 0.885593220338983, "eval_Qnli-dev_euclidean_accuracy": 0.671875, "eval_Qnli-dev_euclidean_accuracy_threshold": 16.508346557617188, "eval_Qnli-dev_euclidean_ap": 0.6991985293193381, "eval_Qnli-dev_euclidean_f1": 0.6688, "eval_Qnli-dev_euclidean_f1_threshold": 20.50628089904785, "eval_Qnli-dev_euclidean_precision": 0.5372750642673522, "eval_Qnli-dev_euclidean_recall": 0.885593220338983, "eval_Qnli-dev_manhattan_accuracy": 0.66796875, "eval_Qnli-dev_manhattan_accuracy_threshold": 362.6116638183594, "eval_Qnli-dev_manhattan_ap": 0.6988100851084365, "eval_Qnli-dev_manhattan_f1": 0.669826224328594, "eval_Qnli-dev_manhattan_f1_threshold": 456.92926025390625, "eval_Qnli-dev_manhattan_precision": 0.5340050377833753, "eval_Qnli-dev_manhattan_recall": 0.8983050847457628, "eval_Qnli-dev_max_accuracy": 0.671875, "eval_Qnli-dev_max_accuracy_threshold": 632.18896484375, "eval_Qnli-dev_max_ap": 0.6993450442740953, "eval_Qnli-dev_max_f1": 0.669826224328594, "eval_Qnli-dev_max_f1_threshold": 558.1864013671875, "eval_Qnli-dev_max_precision": 0.5372750642673522, "eval_Qnli-dev_max_recall": 0.8983050847457628, "eval_allNLI-dev_cosine_accuracy": 0.68359375, "eval_allNLI-dev_cosine_accuracy_threshold": 0.9261605739593506, "eval_allNLI-dev_cosine_ap": 0.47961880692471753, "eval_allNLI-dev_cosine_f1": 0.5101351351351351, "eval_allNLI-dev_cosine_f1_threshold": 0.7954977750778198, "eval_allNLI-dev_cosine_precision": 0.360381861575179, "eval_allNLI-dev_cosine_recall": 0.8728323699421965, "eval_allNLI-dev_dot_accuracy": 0.68359375, "eval_allNLI-dev_dot_accuracy_threshold": 711.72412109375, "eval_allNLI-dev_dot_ap": 0.4796043382357695, "eval_allNLI-dev_dot_f1": 0.5101351351351351, "eval_allNLI-dev_dot_f1_threshold": 611.3052978515625, "eval_allNLI-dev_dot_precision": 0.360381861575179, "eval_allNLI-dev_dot_recall": 0.8728323699421965, "eval_allNLI-dev_euclidean_accuracy": 0.68359375, "eval_allNLI-dev_euclidean_accuracy_threshold": 10.652993202209473, "eval_allNLI-dev_euclidean_ap": 0.47952222164725533, "eval_allNLI-dev_euclidean_f1": 0.5101351351351351, "eval_allNLI-dev_euclidean_f1_threshold": 17.728565216064453, "eval_allNLI-dev_euclidean_precision": 0.360381861575179, "eval_allNLI-dev_euclidean_recall": 0.8728323699421965, "eval_allNLI-dev_manhattan_accuracy": 0.6796875, "eval_allNLI-dev_manhattan_accuracy_threshold": 236.265380859375, "eval_allNLI-dev_manhattan_ap": 0.4807847983836923, "eval_allNLI-dev_manhattan_f1": 0.5103668261562998, "eval_allNLI-dev_manhattan_f1_threshold": 417.0115966796875, "eval_allNLI-dev_manhattan_precision": 0.3524229074889868, "eval_allNLI-dev_manhattan_recall": 0.9248554913294798, "eval_allNLI-dev_max_accuracy": 0.68359375, "eval_allNLI-dev_max_accuracy_threshold": 711.72412109375, "eval_allNLI-dev_max_ap": 0.4807847983836923, "eval_allNLI-dev_max_f1": 0.5103668261562998, "eval_allNLI-dev_max_f1_threshold": 611.3052978515625, "eval_allNLI-dev_max_precision": 0.360381861575179, "eval_allNLI-dev_max_recall": 0.9248554913294798, "eval_loss": 1.5213453769683838, "eval_runtime": 50.241, "eval_samples_per_second": 33.12, "eval_sequential_score": 0.6993450442740953, "eval_steps_per_second": 0.139, "eval_sts-test_pearson_cosine": 0.4516880351405699, "eval_sts-test_pearson_dot": 0.4516761779594392, "eval_sts-test_pearson_euclidean": 0.4615962658267084, "eval_sts-test_pearson_manhattan": 0.46201541629939036, "eval_sts-test_pearson_max": 0.46201541629939036, "eval_sts-test_spearman_cosine": 0.46725208205491164, "eval_sts-test_spearman_dot": 0.4672651046719766, "eval_sts-test_spearman_euclidean": 0.46725722844997175, "eval_sts-test_spearman_manhattan": 0.4677601878767496, "eval_sts-test_spearman_max": 0.4677601878767496, "step": 306 }, { "epoch": 0.3021653543307087, "grad_norm": 27.924283981323242, "learning_rate": 3.021868787276342e-07, "loss": 2.2057, "step": 307 }, { "epoch": 0.3031496062992126, "grad_norm": 19.933040618896484, "learning_rate": 3.031809145129225e-07, "loss": 1.6786, "step": 308 }, { "epoch": 0.30413385826771655, "grad_norm": 20.79754638671875, "learning_rate": 3.0417495029821077e-07, "loss": 1.748, "step": 309 }, { "epoch": 0.3051181102362205, "grad_norm": 21.448503494262695, "learning_rate": 3.051689860834991e-07, "loss": 1.5541, "step": 310 }, { "epoch": 0.3061023622047244, "grad_norm": 23.68476676940918, "learning_rate": 3.0616302186878733e-07, "loss": 2.2968, "step": 311 }, { "epoch": 0.30708661417322836, "grad_norm": 19.669784545898438, "learning_rate": 3.071570576540756e-07, "loss": 1.585, "step": 312 }, { "epoch": 0.3080708661417323, "grad_norm": 21.109407424926758, "learning_rate": 3.0815109343936384e-07, "loss": 1.8371, "step": 313 }, { "epoch": 0.3090551181102362, "grad_norm": 17.614957809448242, "learning_rate": 3.0914512922465214e-07, "loss": 1.1129, "step": 314 }, { "epoch": 0.31003937007874016, "grad_norm": 18.3952693939209, "learning_rate": 3.1013916500994045e-07, "loss": 1.5495, "step": 315 }, { "epoch": 0.3110236220472441, "grad_norm": 17.686391830444336, "learning_rate": 3.1113320079522865e-07, "loss": 1.4327, "step": 316 }, { "epoch": 0.31200787401574803, "grad_norm": 21.255008697509766, "learning_rate": 3.1212723658051695e-07, "loss": 1.4801, "step": 317 }, { "epoch": 0.31299212598425197, "grad_norm": 19.738698959350586, "learning_rate": 3.131212723658052e-07, "loss": 1.7096, "step": 318 }, { "epoch": 0.3139763779527559, "grad_norm": 21.54611587524414, "learning_rate": 3.141153081510935e-07, "loss": 1.6717, "step": 319 }, { "epoch": 0.31496062992125984, "grad_norm": 21.207399368286133, "learning_rate": 3.151093439363818e-07, "loss": 1.7151, "step": 320 }, { "epoch": 0.3159448818897638, "grad_norm": 23.244253158569336, "learning_rate": 3.1610337972167e-07, "loss": 1.7081, "step": 321 }, { "epoch": 0.3169291338582677, "grad_norm": 19.656099319458008, "learning_rate": 3.170974155069583e-07, "loss": 1.431, "step": 322 }, { "epoch": 0.31791338582677164, "grad_norm": 22.234607696533203, "learning_rate": 3.1809145129224657e-07, "loss": 1.5734, "step": 323 }, { "epoch": 0.3188976377952756, "grad_norm": 23.064062118530273, "learning_rate": 3.190854870775349e-07, "loss": 1.7307, "step": 324 }, { "epoch": 0.3198818897637795, "grad_norm": 17.646806716918945, "learning_rate": 3.200795228628231e-07, "loss": 1.0644, "step": 325 }, { "epoch": 0.32086614173228345, "grad_norm": 18.901668548583984, "learning_rate": 3.210735586481114e-07, "loss": 1.0651, "step": 326 }, { "epoch": 0.3218503937007874, "grad_norm": 22.49507713317871, "learning_rate": 3.220675944333997e-07, "loss": 1.4805, "step": 327 }, { "epoch": 0.3228346456692913, "grad_norm": 17.89360809326172, "learning_rate": 3.2306163021868794e-07, "loss": 0.839, "step": 328 }, { "epoch": 0.32381889763779526, "grad_norm": 20.79975128173828, "learning_rate": 3.240556660039762e-07, "loss": 1.1801, "step": 329 }, { "epoch": 0.3248031496062992, "grad_norm": 18.659631729125977, "learning_rate": 3.2504970178926444e-07, "loss": 1.36, "step": 330 }, { "epoch": 0.3257874015748031, "grad_norm": 21.92584800720215, "learning_rate": 3.2604373757455275e-07, "loss": 1.3371, "step": 331 }, { "epoch": 0.32677165354330706, "grad_norm": 17.514934539794922, "learning_rate": 3.27037773359841e-07, "loss": 1.1707, "step": 332 }, { "epoch": 0.327755905511811, "grad_norm": 18.580942153930664, "learning_rate": 3.280318091451293e-07, "loss": 1.2572, "step": 333 }, { "epoch": 0.328740157480315, "grad_norm": 22.246044158935547, "learning_rate": 3.2902584493041756e-07, "loss": 1.3537, "step": 334 }, { "epoch": 0.3297244094488189, "grad_norm": 26.39656639099121, "learning_rate": 3.300198807157058e-07, "loss": 1.7096, "step": 335 }, { "epoch": 0.33070866141732286, "grad_norm": 24.07045555114746, "learning_rate": 3.310139165009941e-07, "loss": 1.5137, "step": 336 }, { "epoch": 0.3316929133858268, "grad_norm": 18.82029914855957, "learning_rate": 3.3200795228628237e-07, "loss": 1.1989, "step": 337 }, { "epoch": 0.33267716535433073, "grad_norm": 19.72603416442871, "learning_rate": 3.330019880715706e-07, "loss": 1.3559, "step": 338 }, { "epoch": 0.33366141732283466, "grad_norm": 19.72848129272461, "learning_rate": 3.3399602385685887e-07, "loss": 1.3643, "step": 339 }, { "epoch": 0.3346456692913386, "grad_norm": 19.329681396484375, "learning_rate": 3.349900596421472e-07, "loss": 1.2283, "step": 340 }, { "epoch": 0.33562992125984253, "grad_norm": 25.018512725830078, "learning_rate": 3.359840954274355e-07, "loss": 1.5829, "step": 341 }, { "epoch": 0.33661417322834647, "grad_norm": 18.037017822265625, "learning_rate": 3.369781312127237e-07, "loss": 1.1866, "step": 342 }, { "epoch": 0.3375984251968504, "grad_norm": 21.839269638061523, "learning_rate": 3.37972166998012e-07, "loss": 1.531, "step": 343 }, { "epoch": 0.33858267716535434, "grad_norm": 21.1947021484375, "learning_rate": 3.3896620278330024e-07, "loss": 1.5581, "step": 344 }, { "epoch": 0.3395669291338583, "grad_norm": 22.119661331176758, "learning_rate": 3.3996023856858855e-07, "loss": 1.5587, "step": 345 }, { "epoch": 0.3405511811023622, "grad_norm": 19.932144165039062, "learning_rate": 3.409542743538768e-07, "loss": 1.1403, "step": 346 }, { "epoch": 0.34153543307086615, "grad_norm": 26.49030303955078, "learning_rate": 3.4194831013916505e-07, "loss": 1.9728, "step": 347 }, { "epoch": 0.3425196850393701, "grad_norm": 18.05373191833496, "learning_rate": 3.4294234592445336e-07, "loss": 1.0818, "step": 348 }, { "epoch": 0.343503937007874, "grad_norm": 19.15143585205078, "learning_rate": 3.439363817097416e-07, "loss": 1.2993, "step": 349 }, { "epoch": 0.34448818897637795, "grad_norm": 21.032453536987305, "learning_rate": 3.449304174950299e-07, "loss": 1.7779, "step": 350 }, { "epoch": 0.3454724409448819, "grad_norm": 20.775541305541992, "learning_rate": 3.459244532803181e-07, "loss": 1.319, "step": 351 }, { "epoch": 0.3464566929133858, "grad_norm": 24.86508560180664, "learning_rate": 3.469184890656064e-07, "loss": 1.9236, "step": 352 }, { "epoch": 0.34744094488188976, "grad_norm": 19.496232986450195, "learning_rate": 3.4791252485089467e-07, "loss": 1.3085, "step": 353 }, { "epoch": 0.3484251968503937, "grad_norm": 24.63651466369629, "learning_rate": 3.48906560636183e-07, "loss": 2.2049, "step": 354 }, { "epoch": 0.3494094488188976, "grad_norm": 16.268550872802734, "learning_rate": 3.499005964214713e-07, "loss": 1.3697, "step": 355 }, { "epoch": 0.35039370078740156, "grad_norm": 17.859365463256836, "learning_rate": 3.508946322067595e-07, "loss": 1.5367, "step": 356 }, { "epoch": 0.3513779527559055, "grad_norm": 22.554317474365234, "learning_rate": 3.518886679920478e-07, "loss": 1.2516, "step": 357 }, { "epoch": 0.35236220472440943, "grad_norm": 20.86847496032715, "learning_rate": 3.5288270377733604e-07, "loss": 1.6497, "step": 358 }, { "epoch": 0.35334645669291337, "grad_norm": 17.967374801635742, "learning_rate": 3.5387673956262434e-07, "loss": 1.2457, "step": 359 }, { "epoch": 0.3543307086614173, "grad_norm": 20.069971084594727, "learning_rate": 3.5487077534791254e-07, "loss": 1.2733, "step": 360 }, { "epoch": 0.35531496062992124, "grad_norm": 20.93694496154785, "learning_rate": 3.5586481113320085e-07, "loss": 1.4768, "step": 361 }, { "epoch": 0.3562992125984252, "grad_norm": 19.617618560791016, "learning_rate": 3.5685884691848915e-07, "loss": 1.1363, "step": 362 }, { "epoch": 0.3572834645669291, "grad_norm": 23.839365005493164, "learning_rate": 3.578528827037774e-07, "loss": 1.5731, "step": 363 }, { "epoch": 0.35826771653543305, "grad_norm": 17.460094451904297, "learning_rate": 3.5884691848906566e-07, "loss": 1.0821, "step": 364 }, { "epoch": 0.359251968503937, "grad_norm": 19.736909866333008, "learning_rate": 3.598409542743539e-07, "loss": 1.1563, "step": 365 }, { "epoch": 0.36023622047244097, "grad_norm": 23.919334411621094, "learning_rate": 3.608349900596422e-07, "loss": 1.8843, "step": 366 }, { "epoch": 0.3612204724409449, "grad_norm": 20.10567283630371, "learning_rate": 3.6182902584493047e-07, "loss": 1.2239, "step": 367 }, { "epoch": 0.36220472440944884, "grad_norm": 20.869524002075195, "learning_rate": 3.6282306163021877e-07, "loss": 1.4411, "step": 368 }, { "epoch": 0.3631889763779528, "grad_norm": 23.02889633178711, "learning_rate": 3.63817097415507e-07, "loss": 2.1003, "step": 369 }, { "epoch": 0.3641732283464567, "grad_norm": 19.797988891601562, "learning_rate": 3.648111332007953e-07, "loss": 1.6558, "step": 370 }, { "epoch": 0.36515748031496065, "grad_norm": 20.25324058532715, "learning_rate": 3.658051689860836e-07, "loss": 1.6502, "step": 371 }, { "epoch": 0.3661417322834646, "grad_norm": 19.865921020507812, "learning_rate": 3.6679920477137184e-07, "loss": 1.7204, "step": 372 }, { "epoch": 0.3671259842519685, "grad_norm": 20.396156311035156, "learning_rate": 3.677932405566601e-07, "loss": 1.7422, "step": 373 }, { "epoch": 0.36811023622047245, "grad_norm": 20.016502380371094, "learning_rate": 3.6878727634194834e-07, "loss": 1.3859, "step": 374 }, { "epoch": 0.3690944881889764, "grad_norm": 14.640628814697266, "learning_rate": 3.6978131212723665e-07, "loss": 0.8876, "step": 375 }, { "epoch": 0.3700787401574803, "grad_norm": 20.027318954467773, "learning_rate": 3.7077534791252495e-07, "loss": 1.2399, "step": 376 }, { "epoch": 0.37106299212598426, "grad_norm": 17.005905151367188, "learning_rate": 3.7176938369781315e-07, "loss": 1.1039, "step": 377 }, { "epoch": 0.3720472440944882, "grad_norm": 21.551816940307617, "learning_rate": 3.7276341948310145e-07, "loss": 1.733, "step": 378 }, { "epoch": 0.37303149606299213, "grad_norm": 23.17444610595703, "learning_rate": 3.737574552683897e-07, "loss": 1.6897, "step": 379 }, { "epoch": 0.37401574803149606, "grad_norm": 22.414926528930664, "learning_rate": 3.74751491053678e-07, "loss": 2.0532, "step": 380 }, { "epoch": 0.375, "grad_norm": 17.610034942626953, "learning_rate": 3.7574552683896626e-07, "loss": 1.0156, "step": 381 }, { "epoch": 0.37598425196850394, "grad_norm": 15.841965675354004, "learning_rate": 3.767395626242545e-07, "loss": 0.8888, "step": 382 }, { "epoch": 0.37696850393700787, "grad_norm": 20.21027946472168, "learning_rate": 3.777335984095428e-07, "loss": 1.322, "step": 383 }, { "epoch": 0.3779527559055118, "grad_norm": 23.444580078125, "learning_rate": 3.787276341948311e-07, "loss": 1.6828, "step": 384 }, { "epoch": 0.37893700787401574, "grad_norm": 18.69243812561035, "learning_rate": 3.797216699801194e-07, "loss": 1.1567, "step": 385 }, { "epoch": 0.3799212598425197, "grad_norm": 20.93277931213379, "learning_rate": 3.807157057654076e-07, "loss": 1.6117, "step": 386 }, { "epoch": 0.3809055118110236, "grad_norm": 17.97561264038086, "learning_rate": 3.817097415506959e-07, "loss": 1.1776, "step": 387 }, { "epoch": 0.38188976377952755, "grad_norm": 23.98857307434082, "learning_rate": 3.8270377733598414e-07, "loss": 1.641, "step": 388 }, { "epoch": 0.3828740157480315, "grad_norm": 18.457351684570312, "learning_rate": 3.8369781312127244e-07, "loss": 1.3454, "step": 389 }, { "epoch": 0.3838582677165354, "grad_norm": 22.10936737060547, "learning_rate": 3.8469184890656075e-07, "loss": 1.4292, "step": 390 }, { "epoch": 0.38484251968503935, "grad_norm": 18.214380264282227, "learning_rate": 3.8568588469184895e-07, "loss": 1.2256, "step": 391 }, { "epoch": 0.3858267716535433, "grad_norm": 19.54240608215332, "learning_rate": 3.8667992047713725e-07, "loss": 1.08, "step": 392 }, { "epoch": 0.3868110236220472, "grad_norm": 15.17556095123291, "learning_rate": 3.876739562624255e-07, "loss": 0.7436, "step": 393 }, { "epoch": 0.38779527559055116, "grad_norm": 17.79245948791504, "learning_rate": 3.886679920477138e-07, "loss": 1.4112, "step": 394 }, { "epoch": 0.3887795275590551, "grad_norm": 15.915721893310547, "learning_rate": 3.89662027833002e-07, "loss": 0.8917, "step": 395 }, { "epoch": 0.38976377952755903, "grad_norm": 17.685527801513672, "learning_rate": 3.906560636182903e-07, "loss": 0.9955, "step": 396 }, { "epoch": 0.390748031496063, "grad_norm": 18.575515747070312, "learning_rate": 3.916500994035786e-07, "loss": 1.2867, "step": 397 }, { "epoch": 0.39173228346456695, "grad_norm": 19.448511123657227, "learning_rate": 3.9264413518886687e-07, "loss": 1.0683, "step": 398 }, { "epoch": 0.3927165354330709, "grad_norm": 18.82157325744629, "learning_rate": 3.936381709741551e-07, "loss": 0.9355, "step": 399 }, { "epoch": 0.3937007874015748, "grad_norm": 17.697452545166016, "learning_rate": 3.946322067594434e-07, "loss": 1.1153, "step": 400 }, { "epoch": 0.39468503937007876, "grad_norm": 18.46881866455078, "learning_rate": 3.956262425447317e-07, "loss": 1.1724, "step": 401 }, { "epoch": 0.3956692913385827, "grad_norm": 24.634397506713867, "learning_rate": 3.9662027833001993e-07, "loss": 1.4069, "step": 402 }, { "epoch": 0.39665354330708663, "grad_norm": 20.34600257873535, "learning_rate": 3.9761431411530824e-07, "loss": 1.2546, "step": 403 }, { "epoch": 0.39763779527559057, "grad_norm": 26.437278747558594, "learning_rate": 3.986083499005965e-07, "loss": 2.2862, "step": 404 }, { "epoch": 0.3986220472440945, "grad_norm": 17.79900360107422, "learning_rate": 3.9960238568588474e-07, "loss": 1.2316, "step": 405 }, { "epoch": 0.39960629921259844, "grad_norm": 24.866077423095703, "learning_rate": 4.0059642147117305e-07, "loss": 1.7876, "step": 406 }, { "epoch": 0.4005905511811024, "grad_norm": 14.236503601074219, "learning_rate": 4.015904572564613e-07, "loss": 0.6936, "step": 407 }, { "epoch": 0.4015748031496063, "grad_norm": 21.97986602783203, "learning_rate": 4.0258449304174955e-07, "loss": 1.3852, "step": 408 }, { "epoch": 0.40255905511811024, "grad_norm": 19.722715377807617, "learning_rate": 4.035785288270378e-07, "loss": 1.9046, "step": 409 }, { "epoch": 0.4035433070866142, "grad_norm": 18.966148376464844, "learning_rate": 4.045725646123261e-07, "loss": 1.4972, "step": 410 }, { "epoch": 0.4045275590551181, "grad_norm": 13.10688304901123, "learning_rate": 4.055666003976144e-07, "loss": 0.5531, "step": 411 }, { "epoch": 0.40551181102362205, "grad_norm": 16.64056968688965, "learning_rate": 4.065606361829026e-07, "loss": 1.3685, "step": 412 }, { "epoch": 0.406496062992126, "grad_norm": 17.951778411865234, "learning_rate": 4.075546719681909e-07, "loss": 1.1367, "step": 413 }, { "epoch": 0.4074803149606299, "grad_norm": 18.79546356201172, "learning_rate": 4.085487077534792e-07, "loss": 1.1304, "step": 414 }, { "epoch": 0.40846456692913385, "grad_norm": 23.208480834960938, "learning_rate": 4.095427435387675e-07, "loss": 1.5953, "step": 415 }, { "epoch": 0.4094488188976378, "grad_norm": 24.188060760498047, "learning_rate": 4.1053677932405573e-07, "loss": 2.0308, "step": 416 }, { "epoch": 0.4104330708661417, "grad_norm": 24.551694869995117, "learning_rate": 4.11530815109344e-07, "loss": 1.7275, "step": 417 }, { "epoch": 0.41141732283464566, "grad_norm": 17.98610496520996, "learning_rate": 4.125248508946323e-07, "loss": 0.9921, "step": 418 }, { "epoch": 0.4124015748031496, "grad_norm": 18.42479705810547, "learning_rate": 4.1351888667992054e-07, "loss": 1.3418, "step": 419 }, { "epoch": 0.41338582677165353, "grad_norm": 18.93707275390625, "learning_rate": 4.1451292246520885e-07, "loss": 1.108, "step": 420 }, { "epoch": 0.41437007874015747, "grad_norm": 17.49553680419922, "learning_rate": 4.1550695825049705e-07, "loss": 1.4359, "step": 421 }, { "epoch": 0.4153543307086614, "grad_norm": 18.783565521240234, "learning_rate": 4.1650099403578535e-07, "loss": 1.4537, "step": 422 }, { "epoch": 0.41633858267716534, "grad_norm": 16.676990509033203, "learning_rate": 4.174950298210736e-07, "loss": 0.8416, "step": 423 }, { "epoch": 0.41732283464566927, "grad_norm": 15.969378471374512, "learning_rate": 4.184890656063619e-07, "loss": 0.8904, "step": 424 }, { "epoch": 0.4183070866141732, "grad_norm": 15.156847953796387, "learning_rate": 4.194831013916502e-07, "loss": 0.7937, "step": 425 }, { "epoch": 0.41929133858267714, "grad_norm": 16.689002990722656, "learning_rate": 4.204771371769384e-07, "loss": 0.9105, "step": 426 }, { "epoch": 0.4202755905511811, "grad_norm": 18.2681884765625, "learning_rate": 4.214711729622267e-07, "loss": 1.1661, "step": 427 }, { "epoch": 0.421259842519685, "grad_norm": 17.457895278930664, "learning_rate": 4.2246520874751497e-07, "loss": 0.7751, "step": 428 }, { "epoch": 0.422244094488189, "grad_norm": 16.101627349853516, "learning_rate": 4.234592445328033e-07, "loss": 0.9039, "step": 429 }, { "epoch": 0.42322834645669294, "grad_norm": 21.5301513671875, "learning_rate": 4.244532803180915e-07, "loss": 1.2651, "step": 430 }, { "epoch": 0.4242125984251969, "grad_norm": 24.272584915161133, "learning_rate": 4.254473161033798e-07, "loss": 1.44, "step": 431 }, { "epoch": 0.4251968503937008, "grad_norm": 18.749507904052734, "learning_rate": 4.264413518886681e-07, "loss": 0.9795, "step": 432 }, { "epoch": 0.42618110236220474, "grad_norm": 29.54834747314453, "learning_rate": 4.2743538767395634e-07, "loss": 2.1892, "step": 433 }, { "epoch": 0.4271653543307087, "grad_norm": 21.851760864257812, "learning_rate": 4.284294234592446e-07, "loss": 1.214, "step": 434 }, { "epoch": 0.4281496062992126, "grad_norm": 21.678668975830078, "learning_rate": 4.2942345924453284e-07, "loss": 1.185, "step": 435 }, { "epoch": 0.42913385826771655, "grad_norm": 20.97591781616211, "learning_rate": 4.3041749502982115e-07, "loss": 1.2501, "step": 436 }, { "epoch": 0.4301181102362205, "grad_norm": 20.558670043945312, "learning_rate": 4.3141153081510945e-07, "loss": 1.6432, "step": 437 }, { "epoch": 0.4311023622047244, "grad_norm": 18.290483474731445, "learning_rate": 4.324055666003977e-07, "loss": 1.0203, "step": 438 }, { "epoch": 0.43208661417322836, "grad_norm": 21.71299171447754, "learning_rate": 4.3339960238568596e-07, "loss": 1.5179, "step": 439 }, { "epoch": 0.4330708661417323, "grad_norm": 19.34381866455078, "learning_rate": 4.343936381709742e-07, "loss": 1.1445, "step": 440 }, { "epoch": 0.4340551181102362, "grad_norm": 17.65093994140625, "learning_rate": 4.353876739562625e-07, "loss": 1.3099, "step": 441 }, { "epoch": 0.43503937007874016, "grad_norm": 16.550668716430664, "learning_rate": 4.3638170974155077e-07, "loss": 0.8856, "step": 442 }, { "epoch": 0.4360236220472441, "grad_norm": 11.908206939697266, "learning_rate": 4.37375745526839e-07, "loss": 0.5869, "step": 443 }, { "epoch": 0.43700787401574803, "grad_norm": 23.472492218017578, "learning_rate": 4.383697813121273e-07, "loss": 1.6335, "step": 444 }, { "epoch": 0.43799212598425197, "grad_norm": 21.598403930664062, "learning_rate": 4.393638170974156e-07, "loss": 1.4134, "step": 445 }, { "epoch": 0.4389763779527559, "grad_norm": 19.63410186767578, "learning_rate": 4.403578528827039e-07, "loss": 1.0244, "step": 446 }, { "epoch": 0.43996062992125984, "grad_norm": 18.266443252563477, "learning_rate": 4.413518886679921e-07, "loss": 1.103, "step": 447 }, { "epoch": 0.4409448818897638, "grad_norm": 21.08526611328125, "learning_rate": 4.423459244532804e-07, "loss": 0.9848, "step": 448 }, { "epoch": 0.4419291338582677, "grad_norm": 24.54269027709961, "learning_rate": 4.4333996023856864e-07, "loss": 1.5089, "step": 449 }, { "epoch": 0.44291338582677164, "grad_norm": 19.617361068725586, "learning_rate": 4.4433399602385695e-07, "loss": 1.0422, "step": 450 }, { "epoch": 0.4438976377952756, "grad_norm": 20.60758399963379, "learning_rate": 4.4532803180914525e-07, "loss": 1.0462, "step": 451 }, { "epoch": 0.4448818897637795, "grad_norm": 20.939077377319336, "learning_rate": 4.4632206759443345e-07, "loss": 1.2857, "step": 452 }, { "epoch": 0.44586614173228345, "grad_norm": 19.295501708984375, "learning_rate": 4.4731610337972176e-07, "loss": 1.4132, "step": 453 }, { "epoch": 0.4468503937007874, "grad_norm": 22.07086753845215, "learning_rate": 4.4831013916501e-07, "loss": 1.3061, "step": 454 }, { "epoch": 0.4478346456692913, "grad_norm": 23.644939422607422, "learning_rate": 4.493041749502983e-07, "loss": 1.3977, "step": 455 }, { "epoch": 0.44881889763779526, "grad_norm": 21.088239669799805, "learning_rate": 4.502982107355865e-07, "loss": 1.3557, "step": 456 }, { "epoch": 0.4498031496062992, "grad_norm": 23.44856834411621, "learning_rate": 4.512922465208748e-07, "loss": 1.3595, "step": 457 }, { "epoch": 0.4507874015748031, "grad_norm": 16.646135330200195, "learning_rate": 4.522862823061631e-07, "loss": 0.8647, "step": 458 }, { "epoch": 0.45177165354330706, "grad_norm": 21.29861831665039, "learning_rate": 4.532803180914514e-07, "loss": 1.3905, "step": 459 }, { "epoch": 0.45177165354330706, "eval_Qnli-dev_cosine_accuracy": 0.677734375, "eval_Qnli-dev_cosine_accuracy_threshold": 0.7905216217041016, "eval_Qnli-dev_cosine_ap": 0.7092754004450792, "eval_Qnli-dev_cosine_f1": 0.7005444646098005, "eval_Qnli-dev_cosine_f1_threshold": 0.7738929986953735, "eval_Qnli-dev_cosine_precision": 0.6126984126984127, "eval_Qnli-dev_cosine_recall": 0.8177966101694916, "eval_Qnli-dev_dot_accuracy": 0.677734375, "eval_Qnli-dev_dot_accuracy_threshold": 607.5902099609375, "eval_Qnli-dev_dot_ap": 0.7093564593718997, "eval_Qnli-dev_dot_f1": 0.7005444646098005, "eval_Qnli-dev_dot_f1_threshold": 594.82958984375, "eval_Qnli-dev_dot_precision": 0.6126984126984127, "eval_Qnli-dev_dot_recall": 0.8177966101694916, "eval_Qnli-dev_euclidean_accuracy": 0.677734375, "eval_Qnli-dev_euclidean_accuracy_threshold": 17.944761276245117, "eval_Qnli-dev_euclidean_ap": 0.7092822066603943, "eval_Qnli-dev_euclidean_f1": 0.7005444646098005, "eval_Qnli-dev_euclidean_f1_threshold": 18.64351463317871, "eval_Qnli-dev_euclidean_precision": 0.6126984126984127, "eval_Qnli-dev_euclidean_recall": 0.8177966101694916, "eval_Qnli-dev_manhattan_accuracy": 0.677734375, "eval_Qnli-dev_manhattan_accuracy_threshold": 403.15380859375, "eval_Qnli-dev_manhattan_ap": 0.7081773921924046, "eval_Qnli-dev_manhattan_f1": 0.696113074204947, "eval_Qnli-dev_manhattan_f1_threshold": 417.12298583984375, "eval_Qnli-dev_manhattan_precision": 0.5969696969696969, "eval_Qnli-dev_manhattan_recall": 0.8347457627118644, "eval_Qnli-dev_max_accuracy": 0.677734375, "eval_Qnli-dev_max_accuracy_threshold": 607.5902099609375, "eval_Qnli-dev_max_ap": 0.7093564593718997, "eval_Qnli-dev_max_f1": 0.7005444646098005, "eval_Qnli-dev_max_f1_threshold": 594.82958984375, "eval_Qnli-dev_max_precision": 0.6126984126984127, "eval_Qnli-dev_max_recall": 0.8347457627118644, "eval_allNLI-dev_cosine_accuracy": 0.689453125, "eval_allNLI-dev_cosine_accuracy_threshold": 0.9186867475509644, "eval_allNLI-dev_cosine_ap": 0.493528404484353, "eval_allNLI-dev_cosine_f1": 0.5283018867924528, "eval_allNLI-dev_cosine_f1_threshold": 0.8205500245094299, "eval_allNLI-dev_cosine_precision": 0.4144736842105263, "eval_allNLI-dev_cosine_recall": 0.7283236994219653, "eval_allNLI-dev_dot_accuracy": 0.689453125, "eval_allNLI-dev_dot_accuracy_threshold": 706.1145629882812, "eval_allNLI-dev_dot_ap": 0.49366530598882574, "eval_allNLI-dev_dot_f1": 0.5283018867924528, "eval_allNLI-dev_dot_f1_threshold": 630.7012939453125, "eval_allNLI-dev_dot_precision": 0.4144736842105263, "eval_allNLI-dev_dot_recall": 0.7283236994219653, "eval_allNLI-dev_euclidean_accuracy": 0.689453125, "eval_allNLI-dev_euclidean_accuracy_threshold": 11.180255889892578, "eval_allNLI-dev_euclidean_ap": 0.49351830756144216, "eval_allNLI-dev_euclidean_f1": 0.5283018867924528, "eval_allNLI-dev_euclidean_f1_threshold": 16.60896873474121, "eval_allNLI-dev_euclidean_precision": 0.4144736842105263, "eval_allNLI-dev_euclidean_recall": 0.7283236994219653, "eval_allNLI-dev_manhattan_accuracy": 0.69140625, "eval_allNLI-dev_manhattan_accuracy_threshold": 251.75421142578125, "eval_allNLI-dev_manhattan_ap": 0.4930222958157673, "eval_allNLI-dev_manhattan_f1": 0.5285412262156448, "eval_allNLI-dev_manhattan_f1_threshold": 364.7342529296875, "eval_allNLI-dev_manhattan_precision": 0.4166666666666667, "eval_allNLI-dev_manhattan_recall": 0.7225433526011561, "eval_allNLI-dev_max_accuracy": 0.69140625, "eval_allNLI-dev_max_accuracy_threshold": 706.1145629882812, "eval_allNLI-dev_max_ap": 0.49366530598882574, "eval_allNLI-dev_max_f1": 0.5285412262156448, "eval_allNLI-dev_max_f1_threshold": 630.7012939453125, "eval_allNLI-dev_max_precision": 0.4166666666666667, "eval_allNLI-dev_max_recall": 0.7283236994219653, "eval_loss": 1.2969162464141846, "eval_runtime": 50.0648, "eval_samples_per_second": 33.237, "eval_sequential_score": 0.7093564593718997, "eval_steps_per_second": 0.14, "eval_sts-test_pearson_cosine": 0.5415735956899457, "eval_sts-test_pearson_dot": 0.5415314946904102, "eval_sts-test_pearson_euclidean": 0.5463232738462487, "eval_sts-test_pearson_manhattan": 0.5451734598739164, "eval_sts-test_pearson_max": 0.5463232738462487, "eval_sts-test_spearman_cosine": 0.5432558343516091, "eval_sts-test_spearman_dot": 0.543190094748625, "eval_sts-test_spearman_euclidean": 0.5433125789510533, "eval_sts-test_spearman_manhattan": 0.5424313371117337, "eval_sts-test_spearman_max": 0.5433125789510533, "step": 459 }, { "epoch": 0.452755905511811, "grad_norm": 19.235441207885742, "learning_rate": 4.542743538767397e-07, "loss": 0.9467, "step": 460 }, { "epoch": 0.453740157480315, "grad_norm": 26.713695526123047, "learning_rate": 4.552683896620279e-07, "loss": 1.9372, "step": 461 }, { "epoch": 0.4547244094488189, "grad_norm": 13.988560676574707, "learning_rate": 4.562624254473162e-07, "loss": 0.871, "step": 462 }, { "epoch": 0.45570866141732286, "grad_norm": 20.346981048583984, "learning_rate": 4.5725646123260444e-07, "loss": 1.2282, "step": 463 }, { "epoch": 0.4566929133858268, "grad_norm": 18.093189239501953, "learning_rate": 4.5825049701789274e-07, "loss": 1.3845, "step": 464 }, { "epoch": 0.45767716535433073, "grad_norm": 20.26774024963379, "learning_rate": 4.59244532803181e-07, "loss": 1.2571, "step": 465 }, { "epoch": 0.45866141732283466, "grad_norm": 22.511838912963867, "learning_rate": 4.6023856858846925e-07, "loss": 1.2288, "step": 466 }, { "epoch": 0.4596456692913386, "grad_norm": 15.89570140838623, "learning_rate": 4.6123260437375755e-07, "loss": 1.1165, "step": 467 }, { "epoch": 0.46062992125984253, "grad_norm": 21.215049743652344, "learning_rate": 4.622266401590458e-07, "loss": 1.8463, "step": 468 }, { "epoch": 0.46161417322834647, "grad_norm": 18.364500045776367, "learning_rate": 4.6322067594433406e-07, "loss": 0.9158, "step": 469 }, { "epoch": 0.4625984251968504, "grad_norm": 18.762876510620117, "learning_rate": 4.642147117296223e-07, "loss": 0.8711, "step": 470 }, { "epoch": 0.46358267716535434, "grad_norm": 19.44731330871582, "learning_rate": 4.652087475149106e-07, "loss": 1.4741, "step": 471 }, { "epoch": 0.4645669291338583, "grad_norm": 15.906646728515625, "learning_rate": 4.662027833001989e-07, "loss": 0.914, "step": 472 }, { "epoch": 0.4655511811023622, "grad_norm": 15.942811012268066, "learning_rate": 4.671968190854872e-07, "loss": 0.9435, "step": 473 }, { "epoch": 0.46653543307086615, "grad_norm": 17.3239803314209, "learning_rate": 4.681908548707754e-07, "loss": 1.0876, "step": 474 }, { "epoch": 0.4675196850393701, "grad_norm": 22.522132873535156, "learning_rate": 4.691848906560637e-07, "loss": 1.2365, "step": 475 }, { "epoch": 0.468503937007874, "grad_norm": 18.67418098449707, "learning_rate": 4.70178926441352e-07, "loss": 1.1237, "step": 476 }, { "epoch": 0.46948818897637795, "grad_norm": 22.97576332092285, "learning_rate": 4.7117296222664024e-07, "loss": 1.0097, "step": 477 }, { "epoch": 0.4704724409448819, "grad_norm": 18.241655349731445, "learning_rate": 4.721669980119285e-07, "loss": 1.1548, "step": 478 }, { "epoch": 0.4714566929133858, "grad_norm": 23.206424713134766, "learning_rate": 4.731610337972168e-07, "loss": 1.3203, "step": 479 }, { "epoch": 0.47244094488188976, "grad_norm": 20.233009338378906, "learning_rate": 4.7415506958250505e-07, "loss": 1.2533, "step": 480 }, { "epoch": 0.4734251968503937, "grad_norm": 20.482505798339844, "learning_rate": 4.7514910536779335e-07, "loss": 1.093, "step": 481 }, { "epoch": 0.4744094488188976, "grad_norm": 19.419912338256836, "learning_rate": 4.7614314115308155e-07, "loss": 1.2591, "step": 482 }, { "epoch": 0.47539370078740156, "grad_norm": 15.261035919189453, "learning_rate": 4.771371769383698e-07, "loss": 0.6764, "step": 483 }, { "epoch": 0.4763779527559055, "grad_norm": 15.785579681396484, "learning_rate": 4.781312127236581e-07, "loss": 0.8922, "step": 484 }, { "epoch": 0.47736220472440943, "grad_norm": 15.987274169921875, "learning_rate": 4.791252485089464e-07, "loss": 0.8524, "step": 485 }, { "epoch": 0.47834645669291337, "grad_norm": 21.142431259155273, "learning_rate": 4.801192842942347e-07, "loss": 1.2777, "step": 486 }, { "epoch": 0.4793307086614173, "grad_norm": 18.106870651245117, "learning_rate": 4.811133200795229e-07, "loss": 1.1682, "step": 487 }, { "epoch": 0.48031496062992124, "grad_norm": 19.057527542114258, "learning_rate": 4.821073558648112e-07, "loss": 0.8617, "step": 488 }, { "epoch": 0.4812992125984252, "grad_norm": 18.410564422607422, "learning_rate": 4.831013916500995e-07, "loss": 1.0303, "step": 489 }, { "epoch": 0.4822834645669291, "grad_norm": 20.72304916381836, "learning_rate": 4.840954274353877e-07, "loss": 0.9843, "step": 490 }, { "epoch": 0.48326771653543305, "grad_norm": 20.666017532348633, "learning_rate": 4.85089463220676e-07, "loss": 1.2951, "step": 491 }, { "epoch": 0.484251968503937, "grad_norm": 23.45387077331543, "learning_rate": 4.860834990059642e-07, "loss": 1.7889, "step": 492 }, { "epoch": 0.48523622047244097, "grad_norm": 18.90536117553711, "learning_rate": 4.870775347912525e-07, "loss": 1.118, "step": 493 }, { "epoch": 0.4862204724409449, "grad_norm": 14.932930946350098, "learning_rate": 4.880715705765408e-07, "loss": 0.6772, "step": 494 }, { "epoch": 0.48720472440944884, "grad_norm": 21.98814582824707, "learning_rate": 4.890656063618291e-07, "loss": 1.5058, "step": 495 }, { "epoch": 0.4881889763779528, "grad_norm": 15.60319995880127, "learning_rate": 4.900596421471173e-07, "loss": 1.0068, "step": 496 }, { "epoch": 0.4891732283464567, "grad_norm": 15.000826835632324, "learning_rate": 4.910536779324057e-07, "loss": 0.9024, "step": 497 }, { "epoch": 0.49015748031496065, "grad_norm": 20.488412857055664, "learning_rate": 4.92047713717694e-07, "loss": 1.4816, "step": 498 }, { "epoch": 0.4911417322834646, "grad_norm": 16.296037673950195, "learning_rate": 4.930417495029823e-07, "loss": 0.894, "step": 499 }, { "epoch": 0.4921259842519685, "grad_norm": 16.42416000366211, "learning_rate": 4.940357852882705e-07, "loss": 1.1582, "step": 500 }, { "epoch": 0.49311023622047245, "grad_norm": 19.995149612426758, "learning_rate": 4.950298210735588e-07, "loss": 1.4804, "step": 501 }, { "epoch": 0.4940944881889764, "grad_norm": 16.41611671447754, "learning_rate": 4.96023856858847e-07, "loss": 1.2636, "step": 502 }, { "epoch": 0.4950787401574803, "grad_norm": 16.084943771362305, "learning_rate": 4.970178926441353e-07, "loss": 1.0094, "step": 503 }, { "epoch": 0.49606299212598426, "grad_norm": 14.031723022460938, "learning_rate": 4.980119284294235e-07, "loss": 0.7594, "step": 504 }, { "epoch": 0.4970472440944882, "grad_norm": 18.90411949157715, "learning_rate": 4.990059642147118e-07, "loss": 1.2898, "step": 505 }, { "epoch": 0.49803149606299213, "grad_norm": 19.5909423828125, "learning_rate": 5.000000000000001e-07, "loss": 1.3565, "step": 506 }, { "epoch": 0.49901574803149606, "grad_norm": 16.011884689331055, "learning_rate": 5.009940357852883e-07, "loss": 1.0325, "step": 507 }, { "epoch": 0.5, "grad_norm": 16.250404357910156, "learning_rate": 5.019880715705767e-07, "loss": 1.0519, "step": 508 }, { "epoch": 0.5009842519685039, "grad_norm": 16.943971633911133, "learning_rate": 5.029821073558649e-07, "loss": 0.9802, "step": 509 }, { "epoch": 0.5019685039370079, "grad_norm": 17.802446365356445, "learning_rate": 5.039761431411532e-07, "loss": 1.1117, "step": 510 }, { "epoch": 0.5029527559055118, "grad_norm": 18.555269241333008, "learning_rate": 5.049701789264414e-07, "loss": 1.3585, "step": 511 }, { "epoch": 0.5039370078740157, "grad_norm": 15.964585304260254, "learning_rate": 5.059642147117297e-07, "loss": 1.0381, "step": 512 }, { "epoch": 0.5049212598425197, "grad_norm": 14.011932373046875, "learning_rate": 5.06958250497018e-07, "loss": 1.0171, "step": 513 }, { "epoch": 0.5059055118110236, "grad_norm": 12.088032722473145, "learning_rate": 5.079522862823062e-07, "loss": 0.5678, "step": 514 }, { "epoch": 0.5068897637795275, "grad_norm": 17.39454460144043, "learning_rate": 5.089463220675945e-07, "loss": 0.9347, "step": 515 }, { "epoch": 0.5078740157480315, "grad_norm": 14.170563697814941, "learning_rate": 5.099403578528828e-07, "loss": 0.6305, "step": 516 }, { "epoch": 0.5088582677165354, "grad_norm": 12.88972282409668, "learning_rate": 5.10934393638171e-07, "loss": 0.7072, "step": 517 }, { "epoch": 0.5098425196850394, "grad_norm": 16.725210189819336, "learning_rate": 5.119284294234593e-07, "loss": 0.9746, "step": 518 }, { "epoch": 0.5108267716535433, "grad_norm": 19.107908248901367, "learning_rate": 5.129224652087476e-07, "loss": 1.1782, "step": 519 }, { "epoch": 0.5118110236220472, "grad_norm": 19.989774703979492, "learning_rate": 5.139165009940358e-07, "loss": 1.1354, "step": 520 }, { "epoch": 0.5127952755905512, "grad_norm": 21.850637435913086, "learning_rate": 5.149105367793241e-07, "loss": 1.5752, "step": 521 }, { "epoch": 0.5137795275590551, "grad_norm": 14.340449333190918, "learning_rate": 5.159045725646124e-07, "loss": 0.5952, "step": 522 }, { "epoch": 0.514763779527559, "grad_norm": 18.608619689941406, "learning_rate": 5.168986083499007e-07, "loss": 1.1171, "step": 523 }, { "epoch": 0.515748031496063, "grad_norm": 18.41301918029785, "learning_rate": 5.178926441351889e-07, "loss": 0.8234, "step": 524 }, { "epoch": 0.5167322834645669, "grad_norm": 25.120445251464844, "learning_rate": 5.188866799204771e-07, "loss": 1.6701, "step": 525 }, { "epoch": 0.5177165354330708, "grad_norm": 18.166357040405273, "learning_rate": 5.198807157057656e-07, "loss": 1.2111, "step": 526 }, { "epoch": 0.5187007874015748, "grad_norm": 16.0269718170166, "learning_rate": 5.208747514910538e-07, "loss": 0.8299, "step": 527 }, { "epoch": 0.5196850393700787, "grad_norm": 22.35710334777832, "learning_rate": 5.21868787276342e-07, "loss": 1.5734, "step": 528 }, { "epoch": 0.5206692913385826, "grad_norm": 14.45018196105957, "learning_rate": 5.228628230616304e-07, "loss": 0.9172, "step": 529 }, { "epoch": 0.5216535433070866, "grad_norm": 15.022900581359863, "learning_rate": 5.238568588469186e-07, "loss": 0.8025, "step": 530 }, { "epoch": 0.5226377952755905, "grad_norm": 18.771406173706055, "learning_rate": 5.248508946322069e-07, "loss": 1.1499, "step": 531 }, { "epoch": 0.5236220472440944, "grad_norm": 19.911235809326172, "learning_rate": 5.258449304174951e-07, "loss": 1.0328, "step": 532 }, { "epoch": 0.5246062992125984, "grad_norm": 19.31245231628418, "learning_rate": 5.268389662027834e-07, "loss": 1.1305, "step": 533 }, { "epoch": 0.5255905511811023, "grad_norm": 14.231760025024414, "learning_rate": 5.278330019880717e-07, "loss": 0.6715, "step": 534 }, { "epoch": 0.5265748031496063, "grad_norm": 16.54633331298828, "learning_rate": 5.288270377733599e-07, "loss": 1.1361, "step": 535 }, { "epoch": 0.5275590551181102, "grad_norm": 19.317935943603516, "learning_rate": 5.298210735586483e-07, "loss": 0.9132, "step": 536 }, { "epoch": 0.5285433070866141, "grad_norm": 20.749347686767578, "learning_rate": 5.308151093439365e-07, "loss": 1.2195, "step": 537 }, { "epoch": 0.5295275590551181, "grad_norm": 12.56061840057373, "learning_rate": 5.318091451292247e-07, "loss": 0.3731, "step": 538 }, { "epoch": 0.530511811023622, "grad_norm": 17.94748878479004, "learning_rate": 5.32803180914513e-07, "loss": 1.0005, "step": 539 }, { "epoch": 0.531496062992126, "grad_norm": 15.667882919311523, "learning_rate": 5.337972166998013e-07, "loss": 0.5519, "step": 540 }, { "epoch": 0.53248031496063, "grad_norm": 18.331357955932617, "learning_rate": 5.347912524850895e-07, "loss": 0.7529, "step": 541 }, { "epoch": 0.5334645669291339, "grad_norm": 28.6558895111084, "learning_rate": 5.357852882703778e-07, "loss": 1.7004, "step": 542 }, { "epoch": 0.5344488188976378, "grad_norm": 25.073156356811523, "learning_rate": 5.367793240556661e-07, "loss": 1.4667, "step": 543 }, { "epoch": 0.5354330708661418, "grad_norm": 19.546232223510742, "learning_rate": 5.377733598409544e-07, "loss": 0.8349, "step": 544 }, { "epoch": 0.5364173228346457, "grad_norm": 24.613113403320312, "learning_rate": 5.387673956262426e-07, "loss": 1.5575, "step": 545 }, { "epoch": 0.5374015748031497, "grad_norm": 23.96712875366211, "learning_rate": 5.397614314115308e-07, "loss": 1.1703, "step": 546 }, { "epoch": 0.5383858267716536, "grad_norm": 18.8927001953125, "learning_rate": 5.407554671968192e-07, "loss": 1.01, "step": 547 }, { "epoch": 0.5393700787401575, "grad_norm": 19.96955108642578, "learning_rate": 5.417495029821074e-07, "loss": 1.1114, "step": 548 }, { "epoch": 0.5403543307086615, "grad_norm": 11.816988945007324, "learning_rate": 5.427435387673957e-07, "loss": 0.516, "step": 549 }, { "epoch": 0.5413385826771654, "grad_norm": 18.070484161376953, "learning_rate": 5.43737574552684e-07, "loss": 1.0422, "step": 550 }, { "epoch": 0.5423228346456693, "grad_norm": 16.6149845123291, "learning_rate": 5.447316103379722e-07, "loss": 1.078, "step": 551 }, { "epoch": 0.5433070866141733, "grad_norm": 17.799449920654297, "learning_rate": 5.457256461232605e-07, "loss": 1.0573, "step": 552 }, { "epoch": 0.5442913385826772, "grad_norm": 19.17674446105957, "learning_rate": 5.467196819085487e-07, "loss": 0.9754, "step": 553 }, { "epoch": 0.5452755905511811, "grad_norm": 19.11102867126465, "learning_rate": 5.477137176938371e-07, "loss": 0.9227, "step": 554 }, { "epoch": 0.5462598425196851, "grad_norm": 24.212202072143555, "learning_rate": 5.487077534791253e-07, "loss": 1.5012, "step": 555 }, { "epoch": 0.547244094488189, "grad_norm": 16.03239631652832, "learning_rate": 5.497017892644135e-07, "loss": 1.0697, "step": 556 }, { "epoch": 0.5482283464566929, "grad_norm": 21.717912673950195, "learning_rate": 5.50695825049702e-07, "loss": 1.4437, "step": 557 }, { "epoch": 0.5492125984251969, "grad_norm": 18.13492202758789, "learning_rate": 5.516898608349902e-07, "loss": 1.0697, "step": 558 }, { "epoch": 0.5501968503937008, "grad_norm": 15.775596618652344, "learning_rate": 5.526838966202784e-07, "loss": 0.8346, "step": 559 }, { "epoch": 0.5511811023622047, "grad_norm": 16.541046142578125, "learning_rate": 5.536779324055667e-07, "loss": 0.6421, "step": 560 }, { "epoch": 0.5521653543307087, "grad_norm": 16.008865356445312, "learning_rate": 5.54671968190855e-07, "loss": 0.6687, "step": 561 }, { "epoch": 0.5531496062992126, "grad_norm": 18.417842864990234, "learning_rate": 5.556660039761433e-07, "loss": 0.982, "step": 562 }, { "epoch": 0.5541338582677166, "grad_norm": 17.81726837158203, "learning_rate": 5.566600397614315e-07, "loss": 0.9299, "step": 563 }, { "epoch": 0.5551181102362205, "grad_norm": 20.61170768737793, "learning_rate": 5.576540755467198e-07, "loss": 1.5852, "step": 564 }, { "epoch": 0.5561023622047244, "grad_norm": 18.6957950592041, "learning_rate": 5.586481113320081e-07, "loss": 1.2132, "step": 565 }, { "epoch": 0.5570866141732284, "grad_norm": 15.698697090148926, "learning_rate": 5.596421471172963e-07, "loss": 0.8426, "step": 566 }, { "epoch": 0.5580708661417323, "grad_norm": 17.419189453125, "learning_rate": 5.606361829025846e-07, "loss": 1.0496, "step": 567 }, { "epoch": 0.5590551181102362, "grad_norm": 15.717952728271484, "learning_rate": 5.616302186878729e-07, "loss": 1.0436, "step": 568 }, { "epoch": 0.5600393700787402, "grad_norm": 13.559417724609375, "learning_rate": 5.626242544731611e-07, "loss": 0.806, "step": 569 }, { "epoch": 0.5610236220472441, "grad_norm": 12.456329345703125, "learning_rate": 5.636182902584494e-07, "loss": 0.6396, "step": 570 }, { "epoch": 0.562007874015748, "grad_norm": 21.304899215698242, "learning_rate": 5.646123260437377e-07, "loss": 1.6315, "step": 571 }, { "epoch": 0.562992125984252, "grad_norm": 16.898534774780273, "learning_rate": 5.656063618290259e-07, "loss": 1.3286, "step": 572 }, { "epoch": 0.5639763779527559, "grad_norm": 14.442305564880371, "learning_rate": 5.666003976143142e-07, "loss": 0.7682, "step": 573 }, { "epoch": 0.5649606299212598, "grad_norm": 14.211771011352539, "learning_rate": 5.675944333996024e-07, "loss": 0.7861, "step": 574 }, { "epoch": 0.5659448818897638, "grad_norm": 16.277984619140625, "learning_rate": 5.685884691848908e-07, "loss": 1.0368, "step": 575 }, { "epoch": 0.5669291338582677, "grad_norm": 18.00242805480957, "learning_rate": 5.69582504970179e-07, "loss": 1.1497, "step": 576 }, { "epoch": 0.5679133858267716, "grad_norm": 17.694448471069336, "learning_rate": 5.705765407554672e-07, "loss": 0.9691, "step": 577 }, { "epoch": 0.5688976377952756, "grad_norm": 15.09469223022461, "learning_rate": 5.715705765407556e-07, "loss": 0.7447, "step": 578 }, { "epoch": 0.5698818897637795, "grad_norm": 21.568681716918945, "learning_rate": 5.725646123260438e-07, "loss": 1.3933, "step": 579 }, { "epoch": 0.5708661417322834, "grad_norm": 17.880390167236328, "learning_rate": 5.735586481113321e-07, "loss": 1.0668, "step": 580 }, { "epoch": 0.5718503937007874, "grad_norm": 14.031826972961426, "learning_rate": 5.745526838966203e-07, "loss": 0.6065, "step": 581 }, { "epoch": 0.5728346456692913, "grad_norm": 16.969873428344727, "learning_rate": 5.755467196819086e-07, "loss": 0.9566, "step": 582 }, { "epoch": 0.5738188976377953, "grad_norm": 15.315662384033203, "learning_rate": 5.765407554671969e-07, "loss": 0.7957, "step": 583 }, { "epoch": 0.5748031496062992, "grad_norm": 18.925649642944336, "learning_rate": 5.775347912524851e-07, "loss": 1.0232, "step": 584 }, { "epoch": 0.5757874015748031, "grad_norm": 19.93893814086914, "learning_rate": 5.785288270377734e-07, "loss": 1.4559, "step": 585 }, { "epoch": 0.5767716535433071, "grad_norm": 14.928529739379883, "learning_rate": 5.795228628230618e-07, "loss": 0.8003, "step": 586 }, { "epoch": 0.577755905511811, "grad_norm": 18.931825637817383, "learning_rate": 5.8051689860835e-07, "loss": 0.9504, "step": 587 }, { "epoch": 0.5787401574803149, "grad_norm": 21.6677188873291, "learning_rate": 5.815109343936383e-07, "loss": 1.5257, "step": 588 }, { "epoch": 0.5797244094488189, "grad_norm": 13.008130073547363, "learning_rate": 5.825049701789266e-07, "loss": 0.5798, "step": 589 }, { "epoch": 0.5807086614173228, "grad_norm": 17.05565071105957, "learning_rate": 5.834990059642148e-07, "loss": 0.8169, "step": 590 }, { "epoch": 0.5816929133858267, "grad_norm": 17.504405975341797, "learning_rate": 5.844930417495031e-07, "loss": 1.1131, "step": 591 }, { "epoch": 0.5826771653543307, "grad_norm": 19.08473014831543, "learning_rate": 5.854870775347914e-07, "loss": 1.2498, "step": 592 }, { "epoch": 0.5836614173228346, "grad_norm": 16.938589096069336, "learning_rate": 5.864811133200797e-07, "loss": 0.8541, "step": 593 }, { "epoch": 0.5846456692913385, "grad_norm": 18.441364288330078, "learning_rate": 5.874751491053679e-07, "loss": 1.0848, "step": 594 }, { "epoch": 0.5856299212598425, "grad_norm": 16.72596549987793, "learning_rate": 5.884691848906561e-07, "loss": 0.8909, "step": 595 }, { "epoch": 0.5866141732283464, "grad_norm": 15.525846481323242, "learning_rate": 5.894632206759445e-07, "loss": 0.7572, "step": 596 }, { "epoch": 0.5875984251968503, "grad_norm": 22.291608810424805, "learning_rate": 5.904572564612327e-07, "loss": 1.3636, "step": 597 }, { "epoch": 0.5885826771653543, "grad_norm": 14.620648384094238, "learning_rate": 5.914512922465209e-07, "loss": 0.8493, "step": 598 }, { "epoch": 0.5895669291338582, "grad_norm": 15.47690486907959, "learning_rate": 5.924453280318093e-07, "loss": 0.9594, "step": 599 }, { "epoch": 0.5905511811023622, "grad_norm": 21.12307357788086, "learning_rate": 5.934393638170975e-07, "loss": 1.1143, "step": 600 }, { "epoch": 0.5915354330708661, "grad_norm": 14.08637809753418, "learning_rate": 5.944333996023858e-07, "loss": 0.7093, "step": 601 }, { "epoch": 0.59251968503937, "grad_norm": 15.423602104187012, "learning_rate": 5.95427435387674e-07, "loss": 1.0542, "step": 602 }, { "epoch": 0.593503937007874, "grad_norm": 17.396760940551758, "learning_rate": 5.964214711729623e-07, "loss": 1.0621, "step": 603 }, { "epoch": 0.594488188976378, "grad_norm": 12.562100410461426, "learning_rate": 5.974155069582506e-07, "loss": 0.6916, "step": 604 }, { "epoch": 0.5954724409448819, "grad_norm": 20.98981285095215, "learning_rate": 5.984095427435388e-07, "loss": 1.0125, "step": 605 }, { "epoch": 0.5964566929133859, "grad_norm": 16.202804565429688, "learning_rate": 5.994035785288272e-07, "loss": 0.8425, "step": 606 }, { "epoch": 0.5974409448818898, "grad_norm": 18.76996421813965, "learning_rate": 6.003976143141154e-07, "loss": 1.2868, "step": 607 }, { "epoch": 0.5984251968503937, "grad_norm": 17.652177810668945, "learning_rate": 6.013916500994036e-07, "loss": 1.3505, "step": 608 }, { "epoch": 0.5994094488188977, "grad_norm": 18.34078598022461, "learning_rate": 6.02385685884692e-07, "loss": 1.2699, "step": 609 }, { "epoch": 0.6003937007874016, "grad_norm": 18.553659439086914, "learning_rate": 6.033797216699802e-07, "loss": 1.1798, "step": 610 }, { "epoch": 0.6013779527559056, "grad_norm": 17.771137237548828, "learning_rate": 6.043737574552684e-07, "loss": 1.3607, "step": 611 }, { "epoch": 0.6023622047244095, "grad_norm": 16.680641174316406, "learning_rate": 6.053677932405567e-07, "loss": 1.0807, "step": 612 }, { "epoch": 0.6023622047244095, "eval_Qnli-dev_cosine_accuracy": 0.689453125, "eval_Qnli-dev_cosine_accuracy_threshold": 0.8408171534538269, "eval_Qnli-dev_cosine_ap": 0.7075487103878315, "eval_Qnli-dev_cosine_f1": 0.6811352253756261, "eval_Qnli-dev_cosine_f1_threshold": 0.7815157175064087, "eval_Qnli-dev_cosine_precision": 0.5619834710743802, "eval_Qnli-dev_cosine_recall": 0.864406779661017, "eval_Qnli-dev_dot_accuracy": 0.689453125, "eval_Qnli-dev_dot_accuracy_threshold": 646.57861328125, "eval_Qnli-dev_dot_ap": 0.7075572006690205, "eval_Qnli-dev_dot_f1": 0.6799999999999999, "eval_Qnli-dev_dot_f1_threshold": 600.8392333984375, "eval_Qnli-dev_dot_precision": 0.5604395604395604, "eval_Qnli-dev_dot_recall": 0.864406779661017, "eval_Qnli-dev_euclidean_accuracy": 0.689453125, "eval_Qnli-dev_euclidean_accuracy_threshold": 15.646707534790039, "eval_Qnli-dev_euclidean_ap": 0.7075432765222807, "eval_Qnli-dev_euclidean_f1": 0.6811352253756261, "eval_Qnli-dev_euclidean_f1_threshold": 18.331012725830078, "eval_Qnli-dev_euclidean_precision": 0.5619834710743802, "eval_Qnli-dev_euclidean_recall": 0.864406779661017, "eval_Qnli-dev_manhattan_accuracy": 0.69140625, "eval_Qnli-dev_manhattan_accuracy_threshold": 346.4283752441406, "eval_Qnli-dev_manhattan_ap": 0.7067005115857219, "eval_Qnli-dev_manhattan_f1": 0.6834170854271356, "eval_Qnli-dev_manhattan_f1_threshold": 402.6258544921875, "eval_Qnli-dev_manhattan_precision": 0.5650969529085873, "eval_Qnli-dev_manhattan_recall": 0.864406779661017, "eval_Qnli-dev_max_accuracy": 0.69140625, "eval_Qnli-dev_max_accuracy_threshold": 646.57861328125, "eval_Qnli-dev_max_ap": 0.7075572006690205, "eval_Qnli-dev_max_f1": 0.6834170854271356, "eval_Qnli-dev_max_f1_threshold": 600.8392333984375, "eval_Qnli-dev_max_precision": 0.5650969529085873, "eval_Qnli-dev_max_recall": 0.864406779661017, "eval_allNLI-dev_cosine_accuracy": 0.701171875, "eval_allNLI-dev_cosine_accuracy_threshold": 0.932601809501648, "eval_allNLI-dev_cosine_ap": 0.5129639279245027, "eval_allNLI-dev_cosine_f1": 0.5454545454545455, "eval_allNLI-dev_cosine_f1_threshold": 0.8405359387397766, "eval_allNLI-dev_cosine_precision": 0.4016393442622951, "eval_allNLI-dev_cosine_recall": 0.8497109826589595, "eval_allNLI-dev_dot_accuracy": 0.701171875, "eval_allNLI-dev_dot_accuracy_threshold": 717.2557373046875, "eval_allNLI-dev_dot_ap": 0.5127119301647263, "eval_allNLI-dev_dot_f1": 0.5454545454545455, "eval_allNLI-dev_dot_f1_threshold": 646.4378662109375, "eval_allNLI-dev_dot_precision": 0.4016393442622951, "eval_allNLI-dev_dot_recall": 0.8497109826589595, "eval_allNLI-dev_euclidean_accuracy": 0.701171875, "eval_allNLI-dev_euclidean_accuracy_threshold": 10.181873321533203, "eval_allNLI-dev_euclidean_ap": 0.5129706884494644, "eval_allNLI-dev_euclidean_f1": 0.5454545454545455, "eval_allNLI-dev_euclidean_f1_threshold": 15.661436080932617, "eval_allNLI-dev_euclidean_precision": 0.4016393442622951, "eval_allNLI-dev_euclidean_recall": 0.8497109826589595, "eval_allNLI-dev_manhattan_accuracy": 0.697265625, "eval_allNLI-dev_manhattan_accuracy_threshold": 224.18515014648438, "eval_allNLI-dev_manhattan_ap": 0.5143470215129051, "eval_allNLI-dev_manhattan_f1": 0.5483870967741935, "eval_allNLI-dev_manhattan_f1_threshold": 355.3348388671875, "eval_allNLI-dev_manhattan_precision": 0.3974025974025974, "eval_allNLI-dev_manhattan_recall": 0.884393063583815, "eval_allNLI-dev_max_accuracy": 0.701171875, "eval_allNLI-dev_max_accuracy_threshold": 717.2557373046875, "eval_allNLI-dev_max_ap": 0.5143470215129051, "eval_allNLI-dev_max_f1": 0.5483870967741935, "eval_allNLI-dev_max_f1_threshold": 646.4378662109375, "eval_allNLI-dev_max_precision": 0.4016393442622951, "eval_allNLI-dev_max_recall": 0.884393063583815, "eval_loss": 1.2166765928268433, "eval_runtime": 49.6646, "eval_samples_per_second": 33.505, "eval_sequential_score": 0.7075572006690205, "eval_steps_per_second": 0.141, "eval_sts-test_pearson_cosine": 0.5814025455181653, "eval_sts-test_pearson_dot": 0.5813644503290595, "eval_sts-test_pearson_euclidean": 0.5887110213836103, "eval_sts-test_pearson_manhattan": 0.588548583748776, "eval_sts-test_pearson_max": 0.5887110213836103, "eval_sts-test_spearman_cosine": 0.5878996927156691, "eval_sts-test_spearman_dot": 0.5878656370057502, "eval_sts-test_spearman_euclidean": 0.5879079269477651, "eval_sts-test_spearman_manhattan": 0.5879298998171083, "eval_sts-test_spearman_max": 0.5879298998171083, "step": 612 }, { "epoch": 0.6033464566929134, "grad_norm": 17.835203170776367, "learning_rate": 6.06361829025845e-07, "loss": 1.4339, "step": 613 }, { "epoch": 0.6043307086614174, "grad_norm": 14.815842628479004, "learning_rate": 6.073558648111333e-07, "loss": 1.1194, "step": 614 }, { "epoch": 0.6053149606299213, "grad_norm": 15.13090705871582, "learning_rate": 6.083499005964215e-07, "loss": 1.0682, "step": 615 }, { "epoch": 0.6062992125984252, "grad_norm": 14.048788070678711, "learning_rate": 6.093439363817097e-07, "loss": 1.0429, "step": 616 }, { "epoch": 0.6072834645669292, "grad_norm": 15.525943756103516, "learning_rate": 6.103379721669982e-07, "loss": 1.2554, "step": 617 }, { "epoch": 0.6082677165354331, "grad_norm": 17.508243560791016, "learning_rate": 6.113320079522864e-07, "loss": 1.2466, "step": 618 }, { "epoch": 0.609251968503937, "grad_norm": 15.177538871765137, "learning_rate": 6.123260437375747e-07, "loss": 1.1207, "step": 619 }, { "epoch": 0.610236220472441, "grad_norm": 15.74117660522461, "learning_rate": 6.13320079522863e-07, "loss": 0.9822, "step": 620 }, { "epoch": 0.6112204724409449, "grad_norm": 18.58333969116211, "learning_rate": 6.143141153081512e-07, "loss": 1.7369, "step": 621 }, { "epoch": 0.6122047244094488, "grad_norm": 21.2359561920166, "learning_rate": 6.153081510934395e-07, "loss": 1.3305, "step": 622 }, { "epoch": 0.6131889763779528, "grad_norm": 17.642099380493164, "learning_rate": 6.163021868787277e-07, "loss": 0.9064, "step": 623 }, { "epoch": 0.6141732283464567, "grad_norm": 14.812031745910645, "learning_rate": 6.172962226640161e-07, "loss": 0.7123, "step": 624 }, { "epoch": 0.6151574803149606, "grad_norm": 15.9660062789917, "learning_rate": 6.182902584493043e-07, "loss": 0.7461, "step": 625 }, { "epoch": 0.6161417322834646, "grad_norm": 17.61859130859375, "learning_rate": 6.192842942345925e-07, "loss": 0.8082, "step": 626 }, { "epoch": 0.6171259842519685, "grad_norm": 16.456764221191406, "learning_rate": 6.202783300198809e-07, "loss": 1.0113, "step": 627 }, { "epoch": 0.6181102362204725, "grad_norm": 16.365720748901367, "learning_rate": 6.212723658051691e-07, "loss": 0.9483, "step": 628 }, { "epoch": 0.6190944881889764, "grad_norm": 18.512392044067383, "learning_rate": 6.222664015904573e-07, "loss": 0.9269, "step": 629 }, { "epoch": 0.6200787401574803, "grad_norm": 21.816940307617188, "learning_rate": 6.232604373757457e-07, "loss": 1.3134, "step": 630 }, { "epoch": 0.6210629921259843, "grad_norm": 18.167619705200195, "learning_rate": 6.242544731610339e-07, "loss": 0.7253, "step": 631 }, { "epoch": 0.6220472440944882, "grad_norm": 14.523139953613281, "learning_rate": 6.252485089463222e-07, "loss": 0.809, "step": 632 }, { "epoch": 0.6230314960629921, "grad_norm": 18.33440399169922, "learning_rate": 6.262425447316104e-07, "loss": 1.2514, "step": 633 }, { "epoch": 0.6240157480314961, "grad_norm": 13.027684211730957, "learning_rate": 6.272365805168987e-07, "loss": 0.6718, "step": 634 }, { "epoch": 0.625, "grad_norm": 15.819523811340332, "learning_rate": 6.28230616302187e-07, "loss": 0.6658, "step": 635 }, { "epoch": 0.6259842519685039, "grad_norm": 21.912124633789062, "learning_rate": 6.292246520874752e-07, "loss": 1.3988, "step": 636 }, { "epoch": 0.6269685039370079, "grad_norm": 12.767960548400879, "learning_rate": 6.302186878727636e-07, "loss": 0.7358, "step": 637 }, { "epoch": 0.6279527559055118, "grad_norm": 16.3560848236084, "learning_rate": 6.312127236580518e-07, "loss": 0.7797, "step": 638 }, { "epoch": 0.6289370078740157, "grad_norm": 16.61944007873535, "learning_rate": 6.3220675944334e-07, "loss": 1.048, "step": 639 }, { "epoch": 0.6299212598425197, "grad_norm": 14.68630599975586, "learning_rate": 6.332007952286283e-07, "loss": 0.9559, "step": 640 }, { "epoch": 0.6309055118110236, "grad_norm": 10.76396369934082, "learning_rate": 6.341948310139166e-07, "loss": 0.4561, "step": 641 }, { "epoch": 0.6318897637795275, "grad_norm": 15.87311840057373, "learning_rate": 6.351888667992048e-07, "loss": 1.1078, "step": 642 }, { "epoch": 0.6328740157480315, "grad_norm": 17.113353729248047, "learning_rate": 6.361829025844931e-07, "loss": 0.9724, "step": 643 }, { "epoch": 0.6338582677165354, "grad_norm": 15.505386352539062, "learning_rate": 6.371769383697813e-07, "loss": 1.0702, "step": 644 }, { "epoch": 0.6348425196850394, "grad_norm": 14.685168266296387, "learning_rate": 6.381709741550698e-07, "loss": 1.0911, "step": 645 }, { "epoch": 0.6358267716535433, "grad_norm": 19.55362319946289, "learning_rate": 6.39165009940358e-07, "loss": 1.1584, "step": 646 }, { "epoch": 0.6368110236220472, "grad_norm": 19.717212677001953, "learning_rate": 6.401590457256462e-07, "loss": 0.9063, "step": 647 }, { "epoch": 0.6377952755905512, "grad_norm": 11.899023056030273, "learning_rate": 6.411530815109346e-07, "loss": 0.5036, "step": 648 }, { "epoch": 0.6387795275590551, "grad_norm": 16.72358512878418, "learning_rate": 6.421471172962228e-07, "loss": 0.8331, "step": 649 }, { "epoch": 0.639763779527559, "grad_norm": 16.15726661682129, "learning_rate": 6.431411530815111e-07, "loss": 1.0772, "step": 650 }, { "epoch": 0.640748031496063, "grad_norm": 17.20926284790039, "learning_rate": 6.441351888667994e-07, "loss": 0.7466, "step": 651 }, { "epoch": 0.6417322834645669, "grad_norm": 18.99711036682129, "learning_rate": 6.451292246520876e-07, "loss": 1.1614, "step": 652 }, { "epoch": 0.6427165354330708, "grad_norm": 13.12380313873291, "learning_rate": 6.461232604373759e-07, "loss": 0.6319, "step": 653 }, { "epoch": 0.6437007874015748, "grad_norm": 14.912959098815918, "learning_rate": 6.471172962226641e-07, "loss": 0.7519, "step": 654 }, { "epoch": 0.6446850393700787, "grad_norm": 18.82720184326172, "learning_rate": 6.481113320079524e-07, "loss": 1.1067, "step": 655 }, { "epoch": 0.6456692913385826, "grad_norm": 20.76983070373535, "learning_rate": 6.491053677932407e-07, "loss": 1.2561, "step": 656 }, { "epoch": 0.6466535433070866, "grad_norm": 14.362175941467285, "learning_rate": 6.500994035785289e-07, "loss": 0.6509, "step": 657 }, { "epoch": 0.6476377952755905, "grad_norm": 17.300748825073242, "learning_rate": 6.510934393638173e-07, "loss": 1.0201, "step": 658 }, { "epoch": 0.6486220472440944, "grad_norm": 23.880773544311523, "learning_rate": 6.520874751491055e-07, "loss": 1.6782, "step": 659 }, { "epoch": 0.6496062992125984, "grad_norm": 22.65629005432129, "learning_rate": 6.530815109343937e-07, "loss": 1.3718, "step": 660 }, { "epoch": 0.6505905511811023, "grad_norm": 16.830120086669922, "learning_rate": 6.54075546719682e-07, "loss": 0.6883, "step": 661 }, { "epoch": 0.6515748031496063, "grad_norm": 18.652036666870117, "learning_rate": 6.550695825049703e-07, "loss": 1.0951, "step": 662 }, { "epoch": 0.6525590551181102, "grad_norm": 20.634252548217773, "learning_rate": 6.560636182902586e-07, "loss": 1.2543, "step": 663 }, { "epoch": 0.6535433070866141, "grad_norm": 17.44988250732422, "learning_rate": 6.570576540755468e-07, "loss": 1.2208, "step": 664 }, { "epoch": 0.6545275590551181, "grad_norm": 14.21064567565918, "learning_rate": 6.580516898608351e-07, "loss": 0.6009, "step": 665 }, { "epoch": 0.655511811023622, "grad_norm": 17.813508987426758, "learning_rate": 6.590457256461234e-07, "loss": 1.1146, "step": 666 }, { "epoch": 0.656496062992126, "grad_norm": 16.94171142578125, "learning_rate": 6.600397614314116e-07, "loss": 1.0411, "step": 667 }, { "epoch": 0.65748031496063, "grad_norm": 14.979653358459473, "learning_rate": 6.610337972166998e-07, "loss": 0.6938, "step": 668 }, { "epoch": 0.6584645669291339, "grad_norm": 20.234113693237305, "learning_rate": 6.620278330019882e-07, "loss": 1.0415, "step": 669 }, { "epoch": 0.6594488188976378, "grad_norm": 12.613083839416504, "learning_rate": 6.630218687872764e-07, "loss": 0.4991, "step": 670 }, { "epoch": 0.6604330708661418, "grad_norm": 20.836713790893555, "learning_rate": 6.640159045725647e-07, "loss": 1.4716, "step": 671 }, { "epoch": 0.6614173228346457, "grad_norm": 16.035064697265625, "learning_rate": 6.65009940357853e-07, "loss": 0.745, "step": 672 }, { "epoch": 0.6624015748031497, "grad_norm": 21.638883590698242, "learning_rate": 6.660039761431412e-07, "loss": 1.5687, "step": 673 }, { "epoch": 0.6633858267716536, "grad_norm": 16.04642105102539, "learning_rate": 6.669980119284295e-07, "loss": 0.7606, "step": 674 }, { "epoch": 0.6643700787401575, "grad_norm": 11.20046615600586, "learning_rate": 6.679920477137177e-07, "loss": 0.2446, "step": 675 }, { "epoch": 0.6653543307086615, "grad_norm": 17.451993942260742, "learning_rate": 6.689860834990062e-07, "loss": 0.4829, "step": 676 }, { "epoch": 0.6663385826771654, "grad_norm": 20.657482147216797, "learning_rate": 6.699801192842944e-07, "loss": 1.0112, "step": 677 }, { "epoch": 0.6673228346456693, "grad_norm": 20.848297119140625, "learning_rate": 6.709741550695826e-07, "loss": 1.3718, "step": 678 }, { "epoch": 0.6683070866141733, "grad_norm": 22.662883758544922, "learning_rate": 6.71968190854871e-07, "loss": 1.3441, "step": 679 }, { "epoch": 0.6692913385826772, "grad_norm": 12.292403221130371, "learning_rate": 6.729622266401592e-07, "loss": 0.5089, "step": 680 }, { "epoch": 0.6702755905511811, "grad_norm": 19.724782943725586, "learning_rate": 6.739562624254474e-07, "loss": 0.9052, "step": 681 }, { "epoch": 0.6712598425196851, "grad_norm": 15.259573936462402, "learning_rate": 6.749502982107357e-07, "loss": 0.7006, "step": 682 }, { "epoch": 0.672244094488189, "grad_norm": 21.092082977294922, "learning_rate": 6.75944333996024e-07, "loss": 1.2755, "step": 683 }, { "epoch": 0.6732283464566929, "grad_norm": 16.612253189086914, "learning_rate": 6.769383697813123e-07, "loss": 0.8308, "step": 684 }, { "epoch": 0.6742125984251969, "grad_norm": 13.980706214904785, "learning_rate": 6.779324055666005e-07, "loss": 0.797, "step": 685 }, { "epoch": 0.6751968503937008, "grad_norm": 13.144355773925781, "learning_rate": 6.789264413518888e-07, "loss": 0.5807, "step": 686 }, { "epoch": 0.6761811023622047, "grad_norm": 17.212087631225586, "learning_rate": 6.799204771371771e-07, "loss": 0.9666, "step": 687 }, { "epoch": 0.6771653543307087, "grad_norm": 16.941543579101562, "learning_rate": 6.809145129224653e-07, "loss": 1.0587, "step": 688 }, { "epoch": 0.6781496062992126, "grad_norm": 16.685169219970703, "learning_rate": 6.819085487077536e-07, "loss": 1.1675, "step": 689 }, { "epoch": 0.6791338582677166, "grad_norm": 16.485889434814453, "learning_rate": 6.829025844930419e-07, "loss": 0.725, "step": 690 }, { "epoch": 0.6801181102362205, "grad_norm": 15.698780059814453, "learning_rate": 6.838966202783301e-07, "loss": 0.9958, "step": 691 }, { "epoch": 0.6811023622047244, "grad_norm": 20.153303146362305, "learning_rate": 6.848906560636184e-07, "loss": 1.13, "step": 692 }, { "epoch": 0.6820866141732284, "grad_norm": 19.95404052734375, "learning_rate": 6.858846918489067e-07, "loss": 1.6021, "step": 693 }, { "epoch": 0.6830708661417323, "grad_norm": 14.196332931518555, "learning_rate": 6.86878727634195e-07, "loss": 0.8968, "step": 694 }, { "epoch": 0.6840551181102362, "grad_norm": 19.394855499267578, "learning_rate": 6.878727634194832e-07, "loss": 0.9741, "step": 695 }, { "epoch": 0.6850393700787402, "grad_norm": 22.04231834411621, "learning_rate": 6.888667992047714e-07, "loss": 1.1929, "step": 696 }, { "epoch": 0.6860236220472441, "grad_norm": 13.484358787536621, "learning_rate": 6.898608349900598e-07, "loss": 0.6117, "step": 697 }, { "epoch": 0.687007874015748, "grad_norm": 18.666522979736328, "learning_rate": 6.90854870775348e-07, "loss": 0.9741, "step": 698 }, { "epoch": 0.687992125984252, "grad_norm": 16.874784469604492, "learning_rate": 6.918489065606362e-07, "loss": 0.9963, "step": 699 }, { "epoch": 0.6889763779527559, "grad_norm": 12.441784858703613, "learning_rate": 6.928429423459246e-07, "loss": 0.6098, "step": 700 }, { "epoch": 0.6899606299212598, "grad_norm": 15.19897747039795, "learning_rate": 6.938369781312128e-07, "loss": 0.9233, "step": 701 }, { "epoch": 0.6909448818897638, "grad_norm": 20.48088264465332, "learning_rate": 6.948310139165011e-07, "loss": 1.4652, "step": 702 }, { "epoch": 0.6919291338582677, "grad_norm": 19.183616638183594, "learning_rate": 6.958250497017893e-07, "loss": 1.3325, "step": 703 }, { "epoch": 0.6929133858267716, "grad_norm": 19.812631607055664, "learning_rate": 6.968190854870776e-07, "loss": 1.1559, "step": 704 }, { "epoch": 0.6938976377952756, "grad_norm": 16.60248565673828, "learning_rate": 6.97813121272366e-07, "loss": 1.021, "step": 705 }, { "epoch": 0.6948818897637795, "grad_norm": 19.515586853027344, "learning_rate": 6.988071570576542e-07, "loss": 1.1437, "step": 706 }, { "epoch": 0.6958661417322834, "grad_norm": 22.46136474609375, "learning_rate": 6.998011928429426e-07, "loss": 1.5533, "step": 707 }, { "epoch": 0.6968503937007874, "grad_norm": 12.519843101501465, "learning_rate": 7.007952286282308e-07, "loss": 0.4733, "step": 708 }, { "epoch": 0.6978346456692913, "grad_norm": 18.812881469726562, "learning_rate": 7.01789264413519e-07, "loss": 1.4539, "step": 709 }, { "epoch": 0.6988188976377953, "grad_norm": 19.017959594726562, "learning_rate": 7.027833001988073e-07, "loss": 1.132, "step": 710 }, { "epoch": 0.6998031496062992, "grad_norm": 19.10792350769043, "learning_rate": 7.037773359840956e-07, "loss": 1.315, "step": 711 }, { "epoch": 0.7007874015748031, "grad_norm": 14.288207054138184, "learning_rate": 7.047713717693838e-07, "loss": 0.6671, "step": 712 }, { "epoch": 0.7017716535433071, "grad_norm": 16.61151695251465, "learning_rate": 7.057654075546721e-07, "loss": 1.0689, "step": 713 }, { "epoch": 0.702755905511811, "grad_norm": 17.917814254760742, "learning_rate": 7.067594433399604e-07, "loss": 1.2344, "step": 714 }, { "epoch": 0.7037401574803149, "grad_norm": 14.60793399810791, "learning_rate": 7.077534791252487e-07, "loss": 0.9918, "step": 715 }, { "epoch": 0.7047244094488189, "grad_norm": 12.193852424621582, "learning_rate": 7.087475149105369e-07, "loss": 0.6537, "step": 716 }, { "epoch": 0.7057086614173228, "grad_norm": 17.281579971313477, "learning_rate": 7.097415506958251e-07, "loss": 1.4362, "step": 717 }, { "epoch": 0.7066929133858267, "grad_norm": 17.89337730407715, "learning_rate": 7.107355864811135e-07, "loss": 1.2486, "step": 718 }, { "epoch": 0.7076771653543307, "grad_norm": 12.966585159301758, "learning_rate": 7.117296222664017e-07, "loss": 0.6777, "step": 719 }, { "epoch": 0.7086614173228346, "grad_norm": 13.884028434753418, "learning_rate": 7.1272365805169e-07, "loss": 0.965, "step": 720 }, { "epoch": 0.7096456692913385, "grad_norm": 17.88764762878418, "learning_rate": 7.137176938369783e-07, "loss": 1.1881, "step": 721 }, { "epoch": 0.7106299212598425, "grad_norm": 17.052560806274414, "learning_rate": 7.147117296222665e-07, "loss": 1.2064, "step": 722 }, { "epoch": 0.7116141732283464, "grad_norm": 12.48928165435791, "learning_rate": 7.157057654075548e-07, "loss": 0.5049, "step": 723 }, { "epoch": 0.7125984251968503, "grad_norm": 13.620563507080078, "learning_rate": 7.16699801192843e-07, "loss": 0.7258, "step": 724 }, { "epoch": 0.7135826771653543, "grad_norm": 11.101369857788086, "learning_rate": 7.176938369781313e-07, "loss": 0.458, "step": 725 }, { "epoch": 0.7145669291338582, "grad_norm": 16.40080451965332, "learning_rate": 7.186878727634196e-07, "loss": 1.0756, "step": 726 }, { "epoch": 0.7155511811023622, "grad_norm": 14.630434036254883, "learning_rate": 7.196819085487078e-07, "loss": 0.8171, "step": 727 }, { "epoch": 0.7165354330708661, "grad_norm": 15.544898986816406, "learning_rate": 7.206759443339962e-07, "loss": 0.786, "step": 728 }, { "epoch": 0.71751968503937, "grad_norm": 21.253652572631836, "learning_rate": 7.216699801192844e-07, "loss": 1.3556, "step": 729 }, { "epoch": 0.718503937007874, "grad_norm": 19.556493759155273, "learning_rate": 7.226640159045726e-07, "loss": 1.181, "step": 730 }, { "epoch": 0.719488188976378, "grad_norm": 19.362489700317383, "learning_rate": 7.236580516898609e-07, "loss": 1.0563, "step": 731 }, { "epoch": 0.7204724409448819, "grad_norm": 10.839325904846191, "learning_rate": 7.246520874751492e-07, "loss": 0.5951, "step": 732 }, { "epoch": 0.7214566929133859, "grad_norm": 18.89388084411621, "learning_rate": 7.256461232604375e-07, "loss": 0.8533, "step": 733 }, { "epoch": 0.7224409448818898, "grad_norm": 15.119179725646973, "learning_rate": 7.266401590457257e-07, "loss": 0.6561, "step": 734 }, { "epoch": 0.7234251968503937, "grad_norm": 17.914310455322266, "learning_rate": 7.27634194831014e-07, "loss": 1.1081, "step": 735 }, { "epoch": 0.7244094488188977, "grad_norm": 12.161086082458496, "learning_rate": 7.286282306163024e-07, "loss": 0.6016, "step": 736 }, { "epoch": 0.7253937007874016, "grad_norm": 12.749862670898438, "learning_rate": 7.296222664015906e-07, "loss": 0.6155, "step": 737 }, { "epoch": 0.7263779527559056, "grad_norm": 6.194193363189697, "learning_rate": 7.306163021868788e-07, "loss": 0.2202, "step": 738 }, { "epoch": 0.7273622047244095, "grad_norm": 17.684555053710938, "learning_rate": 7.316103379721672e-07, "loss": 1.1072, "step": 739 }, { "epoch": 0.7283464566929134, "grad_norm": 15.796165466308594, "learning_rate": 7.326043737574554e-07, "loss": 1.0147, "step": 740 }, { "epoch": 0.7293307086614174, "grad_norm": 7.441659450531006, "learning_rate": 7.335984095427437e-07, "loss": 0.2117, "step": 741 }, { "epoch": 0.7303149606299213, "grad_norm": 23.53545570373535, "learning_rate": 7.34592445328032e-07, "loss": 1.3508, "step": 742 }, { "epoch": 0.7312992125984252, "grad_norm": 17.080326080322266, "learning_rate": 7.355864811133202e-07, "loss": 0.7085, "step": 743 }, { "epoch": 0.7322834645669292, "grad_norm": 15.710729598999023, "learning_rate": 7.365805168986085e-07, "loss": 0.7357, "step": 744 }, { "epoch": 0.7332677165354331, "grad_norm": 18.150358200073242, "learning_rate": 7.375745526838967e-07, "loss": 1.0121, "step": 745 }, { "epoch": 0.734251968503937, "grad_norm": 24.2531795501709, "learning_rate": 7.385685884691851e-07, "loss": 1.2527, "step": 746 }, { "epoch": 0.735236220472441, "grad_norm": 22.69845962524414, "learning_rate": 7.395626242544733e-07, "loss": 1.5227, "step": 747 }, { "epoch": 0.7362204724409449, "grad_norm": 18.442115783691406, "learning_rate": 7.405566600397615e-07, "loss": 1.2253, "step": 748 }, { "epoch": 0.7372047244094488, "grad_norm": 17.732175827026367, "learning_rate": 7.415506958250499e-07, "loss": 0.8419, "step": 749 }, { "epoch": 0.7381889763779528, "grad_norm": 12.847253799438477, "learning_rate": 7.425447316103381e-07, "loss": 0.5649, "step": 750 }, { "epoch": 0.7391732283464567, "grad_norm": 17.360685348510742, "learning_rate": 7.435387673956263e-07, "loss": 1.3501, "step": 751 }, { "epoch": 0.7401574803149606, "grad_norm": 13.992162704467773, "learning_rate": 7.445328031809146e-07, "loss": 1.042, "step": 752 }, { "epoch": 0.7411417322834646, "grad_norm": 16.175880432128906, "learning_rate": 7.455268389662029e-07, "loss": 1.1964, "step": 753 }, { "epoch": 0.7421259842519685, "grad_norm": 17.538881301879883, "learning_rate": 7.465208747514912e-07, "loss": 1.1352, "step": 754 }, { "epoch": 0.7431102362204725, "grad_norm": 15.056358337402344, "learning_rate": 7.475149105367794e-07, "loss": 0.8928, "step": 755 }, { "epoch": 0.7440944881889764, "grad_norm": 15.273807525634766, "learning_rate": 7.485089463220677e-07, "loss": 0.7438, "step": 756 }, { "epoch": 0.7450787401574803, "grad_norm": 18.479049682617188, "learning_rate": 7.49502982107356e-07, "loss": 1.4773, "step": 757 }, { "epoch": 0.7460629921259843, "grad_norm": 16.95153045654297, "learning_rate": 7.504970178926442e-07, "loss": 1.196, "step": 758 }, { "epoch": 0.7470472440944882, "grad_norm": 18.301109313964844, "learning_rate": 7.514910536779325e-07, "loss": 1.1562, "step": 759 }, { "epoch": 0.7480314960629921, "grad_norm": 13.751684188842773, "learning_rate": 7.524850894632208e-07, "loss": 0.8362, "step": 760 }, { "epoch": 0.7490157480314961, "grad_norm": 14.711894035339355, "learning_rate": 7.53479125248509e-07, "loss": 0.904, "step": 761 }, { "epoch": 0.75, "grad_norm": 15.363059043884277, "learning_rate": 7.544731610337973e-07, "loss": 0.855, "step": 762 }, { "epoch": 0.7509842519685039, "grad_norm": 14.737297058105469, "learning_rate": 7.554671968190856e-07, "loss": 0.748, "step": 763 }, { "epoch": 0.7519685039370079, "grad_norm": 13.840580940246582, "learning_rate": 7.56461232604374e-07, "loss": 0.6261, "step": 764 }, { "epoch": 0.7529527559055118, "grad_norm": 17.710996627807617, "learning_rate": 7.574552683896621e-07, "loss": 1.1903, "step": 765 }, { "epoch": 0.7529527559055118, "eval_Qnli-dev_cosine_accuracy": 0.689453125, "eval_Qnli-dev_cosine_accuracy_threshold": 0.8274233937263489, "eval_Qnli-dev_cosine_ap": 0.7122261593973184, "eval_Qnli-dev_cosine_f1": 0.6847826086956521, "eval_Qnli-dev_cosine_f1_threshold": 0.7854544520378113, "eval_Qnli-dev_cosine_precision": 0.5981012658227848, "eval_Qnli-dev_cosine_recall": 0.8008474576271186, "eval_Qnli-dev_dot_accuracy": 0.6875, "eval_Qnli-dev_dot_accuracy_threshold": 636.4744262695312, "eval_Qnli-dev_dot_ap": 0.7120508993892436, "eval_Qnli-dev_dot_f1": 0.6847826086956521, "eval_Qnli-dev_dot_f1_threshold": 604.311767578125, "eval_Qnli-dev_dot_precision": 0.5981012658227848, "eval_Qnli-dev_dot_recall": 0.8008474576271186, "eval_Qnli-dev_euclidean_accuracy": 0.689453125, "eval_Qnli-dev_euclidean_accuracy_threshold": 16.29575538635254, "eval_Qnli-dev_euclidean_ap": 0.7122614787233053, "eval_Qnli-dev_euclidean_f1": 0.6847826086956521, "eval_Qnli-dev_euclidean_f1_threshold": 18.169567108154297, "eval_Qnli-dev_euclidean_precision": 0.5981012658227848, "eval_Qnli-dev_euclidean_recall": 0.8008474576271186, "eval_Qnli-dev_manhattan_accuracy": 0.685546875, "eval_Qnli-dev_manhattan_accuracy_threshold": 363.32275390625, "eval_Qnli-dev_manhattan_ap": 0.7106099609248304, "eval_Qnli-dev_manhattan_f1": 0.6798561151079136, "eval_Qnli-dev_manhattan_f1_threshold": 403.3307800292969, "eval_Qnli-dev_manhattan_precision": 0.590625, "eval_Qnli-dev_manhattan_recall": 0.8008474576271186, "eval_Qnli-dev_max_accuracy": 0.689453125, "eval_Qnli-dev_max_accuracy_threshold": 636.4744262695312, "eval_Qnli-dev_max_ap": 0.7122614787233053, "eval_Qnli-dev_max_f1": 0.6847826086956521, "eval_Qnli-dev_max_f1_threshold": 604.311767578125, "eval_Qnli-dev_max_precision": 0.5981012658227848, "eval_Qnli-dev_max_recall": 0.8008474576271186, "eval_allNLI-dev_cosine_accuracy": 0.69921875, "eval_allNLI-dev_cosine_accuracy_threshold": 0.9163634777069092, "eval_allNLI-dev_cosine_ap": 0.5203950730799954, "eval_allNLI-dev_cosine_f1": 0.5397727272727272, "eval_allNLI-dev_cosine_f1_threshold": 0.8912649154663086, "eval_allNLI-dev_cosine_precision": 0.5307262569832403, "eval_allNLI-dev_cosine_recall": 0.5491329479768786, "eval_allNLI-dev_dot_accuracy": 0.69921875, "eval_allNLI-dev_dot_accuracy_threshold": 704.9437255859375, "eval_allNLI-dev_dot_ap": 0.5204314509187654, "eval_allNLI-dev_dot_f1": 0.5397727272727272, "eval_allNLI-dev_dot_f1_threshold": 685.6298217773438, "eval_allNLI-dev_dot_precision": 0.5307262569832403, "eval_allNLI-dev_dot_recall": 0.5491329479768786, "eval_allNLI-dev_euclidean_accuracy": 0.69921875, "eval_allNLI-dev_euclidean_accuracy_threshold": 11.343721389770508, "eval_allNLI-dev_euclidean_ap": 0.5204045464403957, "eval_allNLI-dev_euclidean_f1": 0.5397727272727272, "eval_allNLI-dev_euclidean_f1_threshold": 12.934247970581055, "eval_allNLI-dev_euclidean_precision": 0.5307262569832403, "eval_allNLI-dev_euclidean_recall": 0.5491329479768786, "eval_allNLI-dev_manhattan_accuracy": 0.69921875, "eval_allNLI-dev_manhattan_accuracy_threshold": 250.848388671875, "eval_allNLI-dev_manhattan_ap": 0.5196278189093784, "eval_allNLI-dev_manhattan_f1": 0.538888888888889, "eval_allNLI-dev_manhattan_f1_threshold": 287.8966064453125, "eval_allNLI-dev_manhattan_precision": 0.5187165775401069, "eval_allNLI-dev_manhattan_recall": 0.5606936416184971, "eval_allNLI-dev_max_accuracy": 0.69921875, "eval_allNLI-dev_max_accuracy_threshold": 704.9437255859375, "eval_allNLI-dev_max_ap": 0.5204314509187654, "eval_allNLI-dev_max_f1": 0.5397727272727272, "eval_allNLI-dev_max_f1_threshold": 685.6298217773438, "eval_allNLI-dev_max_precision": 0.5307262569832403, "eval_allNLI-dev_max_recall": 0.5606936416184971, "eval_loss": 1.1806925535202026, "eval_runtime": 50.0974, "eval_samples_per_second": 33.215, "eval_sequential_score": 0.7122614787233053, "eval_steps_per_second": 0.14, "eval_sts-test_pearson_cosine": 0.5663924244809233, "eval_sts-test_pearson_dot": 0.5664900588871681, "eval_sts-test_pearson_euclidean": 0.5785108788501522, "eval_sts-test_pearson_manhattan": 0.579538083337237, "eval_sts-test_pearson_max": 0.579538083337237, "eval_sts-test_spearman_cosine": 0.5774005992806329, "eval_sts-test_spearman_dot": 0.577422795906283, "eval_sts-test_spearman_euclidean": 0.5773859208668966, "eval_sts-test_spearman_manhattan": 0.5777711397249536, "eval_sts-test_spearman_max": 0.5777711397249536, "step": 765 }, { "epoch": 0.7539370078740157, "grad_norm": 15.706062316894531, "learning_rate": 7.584493041749503e-07, "loss": 0.8415, "step": 766 }, { "epoch": 0.7549212598425197, "grad_norm": 14.501514434814453, "learning_rate": 7.594433399602388e-07, "loss": 0.712, "step": 767 }, { "epoch": 0.7559055118110236, "grad_norm": 18.915172576904297, "learning_rate": 7.60437375745527e-07, "loss": 1.4149, "step": 768 }, { "epoch": 0.7568897637795275, "grad_norm": 13.904799461364746, "learning_rate": 7.614314115308152e-07, "loss": 0.844, "step": 769 }, { "epoch": 0.7578740157480315, "grad_norm": 14.56535816192627, "learning_rate": 7.624254473161036e-07, "loss": 0.9184, "step": 770 }, { "epoch": 0.7588582677165354, "grad_norm": 12.913688659667969, "learning_rate": 7.634194831013918e-07, "loss": 0.9229, "step": 771 }, { "epoch": 0.7598425196850394, "grad_norm": 19.055513381958008, "learning_rate": 7.644135188866801e-07, "loss": 1.3872, "step": 772 }, { "epoch": 0.7608267716535433, "grad_norm": 14.286948204040527, "learning_rate": 7.654075546719683e-07, "loss": 0.7914, "step": 773 }, { "epoch": 0.7618110236220472, "grad_norm": 13.263849258422852, "learning_rate": 7.664015904572566e-07, "loss": 0.8064, "step": 774 }, { "epoch": 0.7627952755905512, "grad_norm": 15.496315002441406, "learning_rate": 7.673956262425449e-07, "loss": 1.0489, "step": 775 }, { "epoch": 0.7637795275590551, "grad_norm": 12.534154891967773, "learning_rate": 7.683896620278331e-07, "loss": 1.0517, "step": 776 }, { "epoch": 0.764763779527559, "grad_norm": 13.477228164672852, "learning_rate": 7.693836978131215e-07, "loss": 0.9025, "step": 777 }, { "epoch": 0.765748031496063, "grad_norm": 13.898954391479492, "learning_rate": 7.703777335984097e-07, "loss": 0.7241, "step": 778 }, { "epoch": 0.7667322834645669, "grad_norm": 14.8298978805542, "learning_rate": 7.713717693836979e-07, "loss": 1.0115, "step": 779 }, { "epoch": 0.7677165354330708, "grad_norm": 15.819334030151367, "learning_rate": 7.723658051689862e-07, "loss": 1.1583, "step": 780 }, { "epoch": 0.7687007874015748, "grad_norm": 14.541418075561523, "learning_rate": 7.733598409542745e-07, "loss": 1.0957, "step": 781 }, { "epoch": 0.7696850393700787, "grad_norm": 14.33630084991455, "learning_rate": 7.743538767395627e-07, "loss": 0.8654, "step": 782 }, { "epoch": 0.7706692913385826, "grad_norm": 17.25847816467285, "learning_rate": 7.75347912524851e-07, "loss": 1.1943, "step": 783 }, { "epoch": 0.7716535433070866, "grad_norm": 15.107831954956055, "learning_rate": 7.763419483101393e-07, "loss": 0.9565, "step": 784 }, { "epoch": 0.7726377952755905, "grad_norm": 17.720556259155273, "learning_rate": 7.773359840954276e-07, "loss": 1.0079, "step": 785 }, { "epoch": 0.7736220472440944, "grad_norm": 20.499629974365234, "learning_rate": 7.783300198807158e-07, "loss": 1.3196, "step": 786 }, { "epoch": 0.7746062992125984, "grad_norm": 15.560935974121094, "learning_rate": 7.79324055666004e-07, "loss": 0.8066, "step": 787 }, { "epoch": 0.7755905511811023, "grad_norm": 17.144840240478516, "learning_rate": 7.803180914512924e-07, "loss": 1.1875, "step": 788 }, { "epoch": 0.7765748031496063, "grad_norm": 13.65082836151123, "learning_rate": 7.813121272365806e-07, "loss": 0.9068, "step": 789 }, { "epoch": 0.7775590551181102, "grad_norm": 13.954313278198242, "learning_rate": 7.823061630218689e-07, "loss": 0.9388, "step": 790 }, { "epoch": 0.7785433070866141, "grad_norm": 17.345203399658203, "learning_rate": 7.833001988071572e-07, "loss": 1.5462, "step": 791 }, { "epoch": 0.7795275590551181, "grad_norm": 14.942344665527344, "learning_rate": 7.842942345924454e-07, "loss": 0.9369, "step": 792 }, { "epoch": 0.780511811023622, "grad_norm": 16.15380096435547, "learning_rate": 7.852882703777337e-07, "loss": 1.6793, "step": 793 }, { "epoch": 0.781496062992126, "grad_norm": 16.013246536254883, "learning_rate": 7.862823061630219e-07, "loss": 1.0793, "step": 794 }, { "epoch": 0.78248031496063, "grad_norm": 11.829020500183105, "learning_rate": 7.872763419483102e-07, "loss": 0.7758, "step": 795 }, { "epoch": 0.7834645669291339, "grad_norm": 12.535819053649902, "learning_rate": 7.882703777335986e-07, "loss": 0.6, "step": 796 }, { "epoch": 0.7844488188976378, "grad_norm": 12.625960350036621, "learning_rate": 7.892644135188868e-07, "loss": 0.7136, "step": 797 }, { "epoch": 0.7854330708661418, "grad_norm": 12.130288124084473, "learning_rate": 7.902584493041752e-07, "loss": 0.813, "step": 798 }, { "epoch": 0.7864173228346457, "grad_norm": 14.265738487243652, "learning_rate": 7.912524850894634e-07, "loss": 0.8777, "step": 799 }, { "epoch": 0.7874015748031497, "grad_norm": 16.624202728271484, "learning_rate": 7.922465208747516e-07, "loss": 1.119, "step": 800 }, { "epoch": 0.7883858267716536, "grad_norm": 12.201735496520996, "learning_rate": 7.932405566600399e-07, "loss": 0.5711, "step": 801 }, { "epoch": 0.7893700787401575, "grad_norm": 15.760323524475098, "learning_rate": 7.942345924453282e-07, "loss": 0.6798, "step": 802 }, { "epoch": 0.7903543307086615, "grad_norm": 15.578442573547363, "learning_rate": 7.952286282306165e-07, "loss": 0.8154, "step": 803 }, { "epoch": 0.7913385826771654, "grad_norm": 9.82174301147461, "learning_rate": 7.962226640159047e-07, "loss": 0.3272, "step": 804 }, { "epoch": 0.7923228346456693, "grad_norm": 18.133094787597656, "learning_rate": 7.97216699801193e-07, "loss": 0.9906, "step": 805 }, { "epoch": 0.7933070866141733, "grad_norm": 18.373262405395508, "learning_rate": 7.982107355864813e-07, "loss": 1.0634, "step": 806 }, { "epoch": 0.7942913385826772, "grad_norm": 17.529993057250977, "learning_rate": 7.992047713717695e-07, "loss": 0.9913, "step": 807 }, { "epoch": 0.7952755905511811, "grad_norm": 16.67307472229004, "learning_rate": 8.001988071570577e-07, "loss": 1.0392, "step": 808 }, { "epoch": 0.7962598425196851, "grad_norm": 18.125699996948242, "learning_rate": 8.011928429423461e-07, "loss": 0.7832, "step": 809 }, { "epoch": 0.797244094488189, "grad_norm": 12.720748901367188, "learning_rate": 8.021868787276343e-07, "loss": 0.4475, "step": 810 }, { "epoch": 0.7982283464566929, "grad_norm": 13.569591522216797, "learning_rate": 8.031809145129226e-07, "loss": 0.708, "step": 811 }, { "epoch": 0.7992125984251969, "grad_norm": 15.576632499694824, "learning_rate": 8.041749502982109e-07, "loss": 0.8815, "step": 812 }, { "epoch": 0.8001968503937008, "grad_norm": 20.23661994934082, "learning_rate": 8.051689860834991e-07, "loss": 1.3039, "step": 813 }, { "epoch": 0.8011811023622047, "grad_norm": 17.46402359008789, "learning_rate": 8.061630218687874e-07, "loss": 1.3863, "step": 814 }, { "epoch": 0.8021653543307087, "grad_norm": 14.91606330871582, "learning_rate": 8.071570576540756e-07, "loss": 1.0562, "step": 815 }, { "epoch": 0.8031496062992126, "grad_norm": 16.14639663696289, "learning_rate": 8.08151093439364e-07, "loss": 0.7251, "step": 816 }, { "epoch": 0.8041338582677166, "grad_norm": 14.937382698059082, "learning_rate": 8.091451292246522e-07, "loss": 0.6901, "step": 817 }, { "epoch": 0.8051181102362205, "grad_norm": 13.609417915344238, "learning_rate": 8.101391650099404e-07, "loss": 0.7074, "step": 818 }, { "epoch": 0.8061023622047244, "grad_norm": 10.547968864440918, "learning_rate": 8.111332007952288e-07, "loss": 0.5985, "step": 819 }, { "epoch": 0.8070866141732284, "grad_norm": 14.27464771270752, "learning_rate": 8.12127236580517e-07, "loss": 0.674, "step": 820 }, { "epoch": 0.8080708661417323, "grad_norm": 12.711366653442383, "learning_rate": 8.131212723658052e-07, "loss": 0.6977, "step": 821 }, { "epoch": 0.8090551181102362, "grad_norm": 14.525792121887207, "learning_rate": 8.141153081510935e-07, "loss": 0.6939, "step": 822 }, { "epoch": 0.8100393700787402, "grad_norm": 13.829584121704102, "learning_rate": 8.151093439363818e-07, "loss": 0.7825, "step": 823 }, { "epoch": 0.8110236220472441, "grad_norm": 13.423285484313965, "learning_rate": 8.161033797216701e-07, "loss": 0.9403, "step": 824 }, { "epoch": 0.812007874015748, "grad_norm": 11.258942604064941, "learning_rate": 8.170974155069583e-07, "loss": 0.5739, "step": 825 }, { "epoch": 0.812992125984252, "grad_norm": 17.79983901977539, "learning_rate": 8.180914512922467e-07, "loss": 1.2775, "step": 826 }, { "epoch": 0.8139763779527559, "grad_norm": 15.341512680053711, "learning_rate": 8.19085487077535e-07, "loss": 0.7558, "step": 827 }, { "epoch": 0.8149606299212598, "grad_norm": 19.59752082824707, "learning_rate": 8.200795228628232e-07, "loss": 0.9289, "step": 828 }, { "epoch": 0.8159448818897638, "grad_norm": 15.072026252746582, "learning_rate": 8.210735586481115e-07, "loss": 0.7306, "step": 829 }, { "epoch": 0.8169291338582677, "grad_norm": 16.29781150817871, "learning_rate": 8.220675944333998e-07, "loss": 0.8876, "step": 830 }, { "epoch": 0.8179133858267716, "grad_norm": 16.281766891479492, "learning_rate": 8.23061630218688e-07, "loss": 0.9344, "step": 831 }, { "epoch": 0.8188976377952756, "grad_norm": 12.69700813293457, "learning_rate": 8.240556660039763e-07, "loss": 0.8379, "step": 832 }, { "epoch": 0.8198818897637795, "grad_norm": 10.936923027038574, "learning_rate": 8.250497017892646e-07, "loss": 0.3775, "step": 833 }, { "epoch": 0.8208661417322834, "grad_norm": 9.851780891418457, "learning_rate": 8.260437375745529e-07, "loss": 0.4071, "step": 834 }, { "epoch": 0.8218503937007874, "grad_norm": 13.968542098999023, "learning_rate": 8.270377733598411e-07, "loss": 0.5419, "step": 835 }, { "epoch": 0.8228346456692913, "grad_norm": 14.457850456237793, "learning_rate": 8.280318091451293e-07, "loss": 0.7428, "step": 836 }, { "epoch": 0.8238188976377953, "grad_norm": 16.458881378173828, "learning_rate": 8.290258449304177e-07, "loss": 0.905, "step": 837 }, { "epoch": 0.8248031496062992, "grad_norm": 15.484702110290527, "learning_rate": 8.300198807157059e-07, "loss": 0.605, "step": 838 }, { "epoch": 0.8257874015748031, "grad_norm": 21.334392547607422, "learning_rate": 8.310139165009941e-07, "loss": 1.6087, "step": 839 }, { "epoch": 0.8267716535433071, "grad_norm": 13.859783172607422, "learning_rate": 8.320079522862825e-07, "loss": 0.5758, "step": 840 }, { "epoch": 0.827755905511811, "grad_norm": 16.148588180541992, "learning_rate": 8.330019880715707e-07, "loss": 0.9991, "step": 841 }, { "epoch": 0.8287401574803149, "grad_norm": 21.421781539916992, "learning_rate": 8.33996023856859e-07, "loss": 1.3015, "step": 842 }, { "epoch": 0.8297244094488189, "grad_norm": 16.3444766998291, "learning_rate": 8.349900596421472e-07, "loss": 0.8529, "step": 843 }, { "epoch": 0.8307086614173228, "grad_norm": 19.439611434936523, "learning_rate": 8.359840954274355e-07, "loss": 0.8257, "step": 844 }, { "epoch": 0.8316929133858267, "grad_norm": 16.935365676879883, "learning_rate": 8.369781312127238e-07, "loss": 0.8513, "step": 845 }, { "epoch": 0.8326771653543307, "grad_norm": 13.878691673278809, "learning_rate": 8.37972166998012e-07, "loss": 0.9995, "step": 846 }, { "epoch": 0.8336614173228346, "grad_norm": 14.36600112915039, "learning_rate": 8.389662027833004e-07, "loss": 1.0182, "step": 847 }, { "epoch": 0.8346456692913385, "grad_norm": 13.805697441101074, "learning_rate": 8.399602385685886e-07, "loss": 0.6523, "step": 848 }, { "epoch": 0.8356299212598425, "grad_norm": 13.495059967041016, "learning_rate": 8.409542743538768e-07, "loss": 0.8436, "step": 849 }, { "epoch": 0.8366141732283464, "grad_norm": 17.51573944091797, "learning_rate": 8.419483101391651e-07, "loss": 1.4555, "step": 850 }, { "epoch": 0.8375984251968503, "grad_norm": 11.79956340789795, "learning_rate": 8.429423459244534e-07, "loss": 0.6176, "step": 851 }, { "epoch": 0.8385826771653543, "grad_norm": 15.17784595489502, "learning_rate": 8.439363817097416e-07, "loss": 1.1224, "step": 852 }, { "epoch": 0.8395669291338582, "grad_norm": 11.504303932189941, "learning_rate": 8.449304174950299e-07, "loss": 0.5743, "step": 853 }, { "epoch": 0.8405511811023622, "grad_norm": 12.635910034179688, "learning_rate": 8.459244532803182e-07, "loss": 0.6488, "step": 854 }, { "epoch": 0.8415354330708661, "grad_norm": 11.405928611755371, "learning_rate": 8.469184890656066e-07, "loss": 0.6553, "step": 855 }, { "epoch": 0.84251968503937, "grad_norm": 15.8025541305542, "learning_rate": 8.479125248508948e-07, "loss": 1.0901, "step": 856 }, { "epoch": 0.843503937007874, "grad_norm": 20.577259063720703, "learning_rate": 8.48906560636183e-07, "loss": 1.2568, "step": 857 }, { "epoch": 0.844488188976378, "grad_norm": 15.693262100219727, "learning_rate": 8.499005964214714e-07, "loss": 0.7643, "step": 858 }, { "epoch": 0.8454724409448819, "grad_norm": 12.100361824035645, "learning_rate": 8.508946322067596e-07, "loss": 0.3966, "step": 859 }, { "epoch": 0.8464566929133859, "grad_norm": 15.864554405212402, "learning_rate": 8.518886679920479e-07, "loss": 0.6586, "step": 860 }, { "epoch": 0.8474409448818898, "grad_norm": 14.532626152038574, "learning_rate": 8.528827037773362e-07, "loss": 0.8597, "step": 861 }, { "epoch": 0.8484251968503937, "grad_norm": 18.547473907470703, "learning_rate": 8.538767395626244e-07, "loss": 1.237, "step": 862 }, { "epoch": 0.8494094488188977, "grad_norm": 20.073894500732422, "learning_rate": 8.548707753479127e-07, "loss": 0.9306, "step": 863 }, { "epoch": 0.8503937007874016, "grad_norm": 16.489517211914062, "learning_rate": 8.558648111332009e-07, "loss": 0.7643, "step": 864 }, { "epoch": 0.8513779527559056, "grad_norm": 14.844143867492676, "learning_rate": 8.568588469184892e-07, "loss": 0.7402, "step": 865 }, { "epoch": 0.8523622047244095, "grad_norm": 19.942005157470703, "learning_rate": 8.578528827037775e-07, "loss": 0.9191, "step": 866 }, { "epoch": 0.8533464566929134, "grad_norm": 15.869391441345215, "learning_rate": 8.588469184890657e-07, "loss": 0.9644, "step": 867 }, { "epoch": 0.8543307086614174, "grad_norm": 14.878215789794922, "learning_rate": 8.598409542743541e-07, "loss": 0.7933, "step": 868 }, { "epoch": 0.8553149606299213, "grad_norm": 20.548446655273438, "learning_rate": 8.608349900596423e-07, "loss": 1.5964, "step": 869 }, { "epoch": 0.8562992125984252, "grad_norm": 17.03843116760254, "learning_rate": 8.618290258449305e-07, "loss": 0.8953, "step": 870 }, { "epoch": 0.8572834645669292, "grad_norm": 16.03615951538086, "learning_rate": 8.628230616302189e-07, "loss": 1.0073, "step": 871 }, { "epoch": 0.8582677165354331, "grad_norm": 12.262407302856445, "learning_rate": 8.638170974155071e-07, "loss": 0.517, "step": 872 }, { "epoch": 0.859251968503937, "grad_norm": 17.016586303710938, "learning_rate": 8.648111332007954e-07, "loss": 0.8879, "step": 873 }, { "epoch": 0.860236220472441, "grad_norm": 16.42693328857422, "learning_rate": 8.658051689860836e-07, "loss": 1.5371, "step": 874 }, { "epoch": 0.8612204724409449, "grad_norm": 16.2298526763916, "learning_rate": 8.667992047713719e-07, "loss": 0.9743, "step": 875 }, { "epoch": 0.8622047244094488, "grad_norm": 17.53359031677246, "learning_rate": 8.677932405566602e-07, "loss": 1.0717, "step": 876 }, { "epoch": 0.8631889763779528, "grad_norm": 13.198174476623535, "learning_rate": 8.687872763419484e-07, "loss": 0.6625, "step": 877 }, { "epoch": 0.8641732283464567, "grad_norm": 14.632850646972656, "learning_rate": 8.697813121272366e-07, "loss": 0.8521, "step": 878 }, { "epoch": 0.8651574803149606, "grad_norm": 15.524723052978516, "learning_rate": 8.70775347912525e-07, "loss": 0.7955, "step": 879 }, { "epoch": 0.8661417322834646, "grad_norm": 14.512434005737305, "learning_rate": 8.717693836978132e-07, "loss": 0.9416, "step": 880 }, { "epoch": 0.8671259842519685, "grad_norm": 14.040345191955566, "learning_rate": 8.727634194831015e-07, "loss": 0.8257, "step": 881 }, { "epoch": 0.8681102362204725, "grad_norm": 16.287595748901367, "learning_rate": 8.737574552683898e-07, "loss": 1.3879, "step": 882 }, { "epoch": 0.8690944881889764, "grad_norm": 12.638394355773926, "learning_rate": 8.74751491053678e-07, "loss": 0.9457, "step": 883 }, { "epoch": 0.8700787401574803, "grad_norm": 14.083216667175293, "learning_rate": 8.757455268389663e-07, "loss": 0.891, "step": 884 }, { "epoch": 0.8710629921259843, "grad_norm": 16.631366729736328, "learning_rate": 8.767395626242545e-07, "loss": 0.9427, "step": 885 }, { "epoch": 0.8720472440944882, "grad_norm": 13.598855018615723, "learning_rate": 8.77733598409543e-07, "loss": 0.8526, "step": 886 }, { "epoch": 0.8730314960629921, "grad_norm": 17.016712188720703, "learning_rate": 8.787276341948312e-07, "loss": 1.2298, "step": 887 }, { "epoch": 0.8740157480314961, "grad_norm": 11.86217975616455, "learning_rate": 8.797216699801194e-07, "loss": 0.6241, "step": 888 }, { "epoch": 0.875, "grad_norm": 15.895013809204102, "learning_rate": 8.807157057654078e-07, "loss": 0.7055, "step": 889 }, { "epoch": 0.8759842519685039, "grad_norm": 16.778099060058594, "learning_rate": 8.81709741550696e-07, "loss": 0.9713, "step": 890 }, { "epoch": 0.8769685039370079, "grad_norm": 17.01609230041504, "learning_rate": 8.827037773359842e-07, "loss": 1.0591, "step": 891 }, { "epoch": 0.8779527559055118, "grad_norm": 15.640320777893066, "learning_rate": 8.836978131212726e-07, "loss": 1.0597, "step": 892 }, { "epoch": 0.8789370078740157, "grad_norm": 18.290407180786133, "learning_rate": 8.846918489065608e-07, "loss": 1.1631, "step": 893 }, { "epoch": 0.8799212598425197, "grad_norm": 12.475908279418945, "learning_rate": 8.856858846918491e-07, "loss": 0.6098, "step": 894 }, { "epoch": 0.8809055118110236, "grad_norm": 15.96957778930664, "learning_rate": 8.866799204771373e-07, "loss": 1.1498, "step": 895 }, { "epoch": 0.8818897637795275, "grad_norm": 11.635284423828125, "learning_rate": 8.876739562624256e-07, "loss": 0.5379, "step": 896 }, { "epoch": 0.8828740157480315, "grad_norm": 13.4318265914917, "learning_rate": 8.886679920477139e-07, "loss": 0.7921, "step": 897 }, { "epoch": 0.8838582677165354, "grad_norm": 13.293816566467285, "learning_rate": 8.896620278330021e-07, "loss": 0.9092, "step": 898 }, { "epoch": 0.8848425196850394, "grad_norm": 16.943866729736328, "learning_rate": 8.906560636182905e-07, "loss": 1.0348, "step": 899 }, { "epoch": 0.8858267716535433, "grad_norm": 13.879645347595215, "learning_rate": 8.916500994035787e-07, "loss": 0.9087, "step": 900 }, { "epoch": 0.8868110236220472, "grad_norm": 18.99857521057129, "learning_rate": 8.926441351888669e-07, "loss": 1.5328, "step": 901 }, { "epoch": 0.8877952755905512, "grad_norm": 16.0674991607666, "learning_rate": 8.936381709741552e-07, "loss": 0.8664, "step": 902 }, { "epoch": 0.8887795275590551, "grad_norm": 13.391024589538574, "learning_rate": 8.946322067594435e-07, "loss": 0.6873, "step": 903 }, { "epoch": 0.889763779527559, "grad_norm": 17.474857330322266, "learning_rate": 8.956262425447318e-07, "loss": 1.1763, "step": 904 }, { "epoch": 0.890748031496063, "grad_norm": 17.762374877929688, "learning_rate": 8.9662027833002e-07, "loss": 1.2853, "step": 905 }, { "epoch": 0.8917322834645669, "grad_norm": 15.883246421813965, "learning_rate": 8.976143141153082e-07, "loss": 0.8163, "step": 906 }, { "epoch": 0.8927165354330708, "grad_norm": 11.354119300842285, "learning_rate": 8.986083499005966e-07, "loss": 0.7383, "step": 907 }, { "epoch": 0.8937007874015748, "grad_norm": 11.073287963867188, "learning_rate": 8.996023856858848e-07, "loss": 0.7833, "step": 908 }, { "epoch": 0.8946850393700787, "grad_norm": 14.48930549621582, "learning_rate": 9.00596421471173e-07, "loss": 1.078, "step": 909 }, { "epoch": 0.8956692913385826, "grad_norm": 12.383027076721191, "learning_rate": 9.015904572564614e-07, "loss": 0.6647, "step": 910 }, { "epoch": 0.8966535433070866, "grad_norm": 15.81402587890625, "learning_rate": 9.025844930417496e-07, "loss": 1.0016, "step": 911 }, { "epoch": 0.8976377952755905, "grad_norm": 13.038455963134766, "learning_rate": 9.035785288270379e-07, "loss": 0.8432, "step": 912 }, { "epoch": 0.8986220472440944, "grad_norm": 13.19998550415039, "learning_rate": 9.045725646123262e-07, "loss": 0.9927, "step": 913 }, { "epoch": 0.8996062992125984, "grad_norm": 10.537164688110352, "learning_rate": 9.055666003976144e-07, "loss": 0.4985, "step": 914 }, { "epoch": 0.9005905511811023, "grad_norm": 6.800235748291016, "learning_rate": 9.065606361829028e-07, "loss": 0.1726, "step": 915 }, { "epoch": 0.9015748031496063, "grad_norm": 17.059080123901367, "learning_rate": 9.07554671968191e-07, "loss": 0.9437, "step": 916 }, { "epoch": 0.9025590551181102, "grad_norm": 9.479357719421387, "learning_rate": 9.085487077534794e-07, "loss": 0.2565, "step": 917 }, { "epoch": 0.9035433070866141, "grad_norm": 12.993677139282227, "learning_rate": 9.095427435387676e-07, "loss": 0.6238, "step": 918 }, { "epoch": 0.9035433070866141, "eval_Qnli-dev_cosine_accuracy": 0.685546875, "eval_Qnli-dev_cosine_accuracy_threshold": 0.7730953097343445, "eval_Qnli-dev_cosine_ap": 0.6998329653700477, "eval_Qnli-dev_cosine_f1": 0.6864564007421151, "eval_Qnli-dev_cosine_f1_threshold": 0.7575435638427734, "eval_Qnli-dev_cosine_precision": 0.6105610561056105, "eval_Qnli-dev_cosine_recall": 0.7838983050847458, "eval_Qnli-dev_dot_accuracy": 0.685546875, "eval_Qnli-dev_dot_accuracy_threshold": 594.6486206054688, "eval_Qnli-dev_dot_ap": 0.6993568496858908, "eval_Qnli-dev_dot_f1": 0.6864564007421151, "eval_Qnli-dev_dot_f1_threshold": 582.533203125, "eval_Qnli-dev_dot_precision": 0.6105610561056105, "eval_Qnli-dev_dot_recall": 0.7838983050847458, "eval_Qnli-dev_euclidean_accuracy": 0.685546875, "eval_Qnli-dev_euclidean_accuracy_threshold": 18.682254791259766, "eval_Qnli-dev_euclidean_ap": 0.6998558914512977, "eval_Qnli-dev_euclidean_f1": 0.6864564007421151, "eval_Qnli-dev_euclidean_f1_threshold": 19.310272216796875, "eval_Qnli-dev_euclidean_precision": 0.6105610561056105, "eval_Qnli-dev_euclidean_recall": 0.7838983050847458, "eval_Qnli-dev_manhattan_accuracy": 0.677734375, "eval_Qnli-dev_manhattan_accuracy_threshold": 406.2527770996094, "eval_Qnli-dev_manhattan_ap": 0.6984213903603985, "eval_Qnli-dev_manhattan_f1": 0.6878504672897197, "eval_Qnli-dev_manhattan_f1_threshold": 425.31719970703125, "eval_Qnli-dev_manhattan_precision": 0.6153846153846154, "eval_Qnli-dev_manhattan_recall": 0.7796610169491526, "eval_Qnli-dev_max_accuracy": 0.685546875, "eval_Qnli-dev_max_accuracy_threshold": 594.6486206054688, "eval_Qnli-dev_max_ap": 0.6998558914512977, "eval_Qnli-dev_max_f1": 0.6878504672897197, "eval_Qnli-dev_max_f1_threshold": 582.533203125, "eval_Qnli-dev_max_precision": 0.6153846153846154, "eval_Qnli-dev_max_recall": 0.7838983050847458, "eval_allNLI-dev_cosine_accuracy": 0.708984375, "eval_allNLI-dev_cosine_accuracy_threshold": 0.8877366781234741, "eval_allNLI-dev_cosine_ap": 0.546000327650908, "eval_allNLI-dev_cosine_f1": 0.5522041763341067, "eval_allNLI-dev_cosine_f1_threshold": 0.8286556005477905, "eval_allNLI-dev_cosine_precision": 0.46124031007751937, "eval_allNLI-dev_cosine_recall": 0.6878612716763006, "eval_allNLI-dev_dot_accuracy": 0.7109375, "eval_allNLI-dev_dot_accuracy_threshold": 680.6962890625, "eval_allNLI-dev_dot_ap": 0.5459476454670233, "eval_allNLI-dev_dot_f1": 0.5522041763341067, "eval_allNLI-dev_dot_f1_threshold": 637.2539672851562, "eval_allNLI-dev_dot_precision": 0.46124031007751937, "eval_allNLI-dev_dot_recall": 0.6878612716763006, "eval_allNLI-dev_euclidean_accuracy": 0.708984375, "eval_allNLI-dev_euclidean_accuracy_threshold": 13.14069938659668, "eval_allNLI-dev_euclidean_ap": 0.5459041451400851, "eval_allNLI-dev_euclidean_f1": 0.5522041763341067, "eval_allNLI-dev_euclidean_f1_threshold": 16.234378814697266, "eval_allNLI-dev_euclidean_precision": 0.46124031007751937, "eval_allNLI-dev_euclidean_recall": 0.6878612716763006, "eval_allNLI-dev_manhattan_accuracy": 0.712890625, "eval_allNLI-dev_manhattan_accuracy_threshold": 288.51678466796875, "eval_allNLI-dev_manhattan_ap": 0.5481183507291686, "eval_allNLI-dev_manhattan_f1": 0.5509259259259259, "eval_allNLI-dev_manhattan_f1_threshold": 360.83740234375, "eval_allNLI-dev_manhattan_precision": 0.4594594594594595, "eval_allNLI-dev_manhattan_recall": 0.6878612716763006, "eval_allNLI-dev_max_accuracy": 0.712890625, "eval_allNLI-dev_max_accuracy_threshold": 680.6962890625, "eval_allNLI-dev_max_ap": 0.5481183507291686, "eval_allNLI-dev_max_f1": 0.5522041763341067, "eval_allNLI-dev_max_f1_threshold": 637.2539672851562, "eval_allNLI-dev_max_precision": 0.46124031007751937, "eval_allNLI-dev_max_recall": 0.6878612716763006, "eval_loss": 1.1640249490737915, "eval_runtime": 50.4592, "eval_samples_per_second": 32.977, "eval_sequential_score": 0.6998558914512977, "eval_steps_per_second": 0.139, "eval_sts-test_pearson_cosine": 0.5946051127937603, "eval_sts-test_pearson_dot": 0.5946033281863461, "eval_sts-test_pearson_euclidean": 0.6072687591964337, "eval_sts-test_pearson_manhattan": 0.6067220567514913, "eval_sts-test_pearson_max": 0.6072687591964337, "eval_sts-test_spearman_cosine": 0.6063628101304416, "eval_sts-test_spearman_dot": 0.6064043393010128, "eval_sts-test_spearman_euclidean": 0.606384917253569, "eval_sts-test_spearman_manhattan": 0.6064764783343758, "eval_sts-test_spearman_max": 0.6064764783343758, "step": 918 }, { "epoch": 0.9045275590551181, "grad_norm": 20.241952896118164, "learning_rate": 9.105367793240558e-07, "loss": 0.9311, "step": 919 }, { "epoch": 0.905511811023622, "grad_norm": 27.6416015625, "learning_rate": 9.115308151093442e-07, "loss": 1.6868, "step": 920 }, { "epoch": 0.906496062992126, "grad_norm": 16.65912628173828, "learning_rate": 9.125248508946324e-07, "loss": 0.8606, "step": 921 }, { "epoch": 0.90748031496063, "grad_norm": 10.079182624816895, "learning_rate": 9.135188866799206e-07, "loss": 0.4508, "step": 922 }, { "epoch": 0.9084645669291339, "grad_norm": 12.931349754333496, "learning_rate": 9.145129224652089e-07, "loss": 0.6556, "step": 923 }, { "epoch": 0.9094488188976378, "grad_norm": 12.358150482177734, "learning_rate": 9.155069582504972e-07, "loss": 0.5244, "step": 924 }, { "epoch": 0.9104330708661418, "grad_norm": 16.49843406677246, "learning_rate": 9.165009940357855e-07, "loss": 0.6512, "step": 925 }, { "epoch": 0.9114173228346457, "grad_norm": 16.631345748901367, "learning_rate": 9.174950298210737e-07, "loss": 0.6594, "step": 926 }, { "epoch": 0.9124015748031497, "grad_norm": 16.298473358154297, "learning_rate": 9.18489065606362e-07, "loss": 1.0091, "step": 927 }, { "epoch": 0.9133858267716536, "grad_norm": 15.244587898254395, "learning_rate": 9.194831013916503e-07, "loss": 0.6465, "step": 928 }, { "epoch": 0.9143700787401575, "grad_norm": 15.43215274810791, "learning_rate": 9.204771371769385e-07, "loss": 0.798, "step": 929 }, { "epoch": 0.9153543307086615, "grad_norm": 17.460987091064453, "learning_rate": 9.214711729622268e-07, "loss": 1.0069, "step": 930 }, { "epoch": 0.9163385826771654, "grad_norm": 13.587342262268066, "learning_rate": 9.224652087475151e-07, "loss": 0.7407, "step": 931 }, { "epoch": 0.9173228346456693, "grad_norm": 14.738330841064453, "learning_rate": 9.234592445328033e-07, "loss": 0.7979, "step": 932 }, { "epoch": 0.9183070866141733, "grad_norm": 18.48650360107422, "learning_rate": 9.244532803180916e-07, "loss": 1.688, "step": 933 }, { "epoch": 0.9192913385826772, "grad_norm": 15.389516830444336, "learning_rate": 9.254473161033799e-07, "loss": 0.8505, "step": 934 }, { "epoch": 0.9202755905511811, "grad_norm": 16.759868621826172, "learning_rate": 9.264413518886681e-07, "loss": 0.8101, "step": 935 }, { "epoch": 0.9212598425196851, "grad_norm": 13.334268569946289, "learning_rate": 9.274353876739564e-07, "loss": 0.8542, "step": 936 }, { "epoch": 0.922244094488189, "grad_norm": 14.320956230163574, "learning_rate": 9.284294234592446e-07, "loss": 0.956, "step": 937 }, { "epoch": 0.9232283464566929, "grad_norm": 13.361112594604492, "learning_rate": 9.29423459244533e-07, "loss": 0.7072, "step": 938 }, { "epoch": 0.9242125984251969, "grad_norm": 11.964262962341309, "learning_rate": 9.304174950298212e-07, "loss": 0.6316, "step": 939 }, { "epoch": 0.9251968503937008, "grad_norm": 17.206703186035156, "learning_rate": 9.314115308151094e-07, "loss": 1.3868, "step": 940 }, { "epoch": 0.9261811023622047, "grad_norm": 8.030574798583984, "learning_rate": 9.324055666003978e-07, "loss": 0.3854, "step": 941 }, { "epoch": 0.9271653543307087, "grad_norm": 18.32826805114746, "learning_rate": 9.33399602385686e-07, "loss": 1.3662, "step": 942 }, { "epoch": 0.9281496062992126, "grad_norm": 15.768746376037598, "learning_rate": 9.343936381709743e-07, "loss": 1.0133, "step": 943 }, { "epoch": 0.9291338582677166, "grad_norm": 15.841397285461426, "learning_rate": 9.353876739562625e-07, "loss": 0.8543, "step": 944 }, { "epoch": 0.9301181102362205, "grad_norm": 16.678314208984375, "learning_rate": 9.363817097415509e-07, "loss": 0.9697, "step": 945 }, { "epoch": 0.9311023622047244, "grad_norm": 11.96019458770752, "learning_rate": 9.373757455268392e-07, "loss": 0.7126, "step": 946 }, { "epoch": 0.9320866141732284, "grad_norm": 16.553489685058594, "learning_rate": 9.383697813121274e-07, "loss": 1.0513, "step": 947 }, { "epoch": 0.9330708661417323, "grad_norm": 12.496065139770508, "learning_rate": 9.393638170974157e-07, "loss": 0.6503, "step": 948 }, { "epoch": 0.9340551181102362, "grad_norm": 14.360799789428711, "learning_rate": 9.40357852882704e-07, "loss": 0.894, "step": 949 }, { "epoch": 0.9350393700787402, "grad_norm": 12.230989456176758, "learning_rate": 9.413518886679922e-07, "loss": 0.4608, "step": 950 }, { "epoch": 0.9360236220472441, "grad_norm": 14.994596481323242, "learning_rate": 9.423459244532805e-07, "loss": 0.8966, "step": 951 }, { "epoch": 0.937007874015748, "grad_norm": 13.53376293182373, "learning_rate": 9.433399602385688e-07, "loss": 0.7412, "step": 952 }, { "epoch": 0.937992125984252, "grad_norm": 14.893637657165527, "learning_rate": 9.44333996023857e-07, "loss": 0.9692, "step": 953 }, { "epoch": 0.9389763779527559, "grad_norm": 12.472609519958496, "learning_rate": 9.453280318091453e-07, "loss": 0.5728, "step": 954 }, { "epoch": 0.9399606299212598, "grad_norm": 12.355321884155273, "learning_rate": 9.463220675944336e-07, "loss": 0.6812, "step": 955 }, { "epoch": 0.9409448818897638, "grad_norm": 11.577045440673828, "learning_rate": 9.473161033797219e-07, "loss": 0.5401, "step": 956 }, { "epoch": 0.9419291338582677, "grad_norm": 15.942525863647461, "learning_rate": 9.483101391650101e-07, "loss": 0.9315, "step": 957 }, { "epoch": 0.9429133858267716, "grad_norm": 15.413877487182617, "learning_rate": 9.493041749502983e-07, "loss": 0.6438, "step": 958 }, { "epoch": 0.9438976377952756, "grad_norm": 15.510786056518555, "learning_rate": 9.502982107355867e-07, "loss": 1.0856, "step": 959 }, { "epoch": 0.9448818897637795, "grad_norm": 13.81240177154541, "learning_rate": 9.512922465208749e-07, "loss": 0.7523, "step": 960 }, { "epoch": 0.9458661417322834, "grad_norm": 13.06954574584961, "learning_rate": 9.522862823061631e-07, "loss": 0.5826, "step": 961 }, { "epoch": 0.9468503937007874, "grad_norm": 21.632646560668945, "learning_rate": 9.532803180914515e-07, "loss": 0.9469, "step": 962 }, { "epoch": 0.9478346456692913, "grad_norm": 14.201640129089355, "learning_rate": 9.542743538767396e-07, "loss": 0.647, "step": 963 }, { "epoch": 0.9488188976377953, "grad_norm": 22.599220275878906, "learning_rate": 9.55268389662028e-07, "loss": 1.8012, "step": 964 }, { "epoch": 0.9498031496062992, "grad_norm": 13.054848670959473, "learning_rate": 9.562624254473162e-07, "loss": 0.6264, "step": 965 }, { "epoch": 0.9507874015748031, "grad_norm": 22.16948890686035, "learning_rate": 9.572564612326044e-07, "loss": 1.2779, "step": 966 }, { "epoch": 0.9517716535433071, "grad_norm": 13.487398147583008, "learning_rate": 9.582504970178928e-07, "loss": 0.8312, "step": 967 }, { "epoch": 0.952755905511811, "grad_norm": 16.275707244873047, "learning_rate": 9.59244532803181e-07, "loss": 0.6442, "step": 968 }, { "epoch": 0.9537401574803149, "grad_norm": 12.01401424407959, "learning_rate": 9.602385685884694e-07, "loss": 0.5953, "step": 969 }, { "epoch": 0.9547244094488189, "grad_norm": 9.097768783569336, "learning_rate": 9.612326043737576e-07, "loss": 0.4099, "step": 970 }, { "epoch": 0.9557086614173228, "grad_norm": 14.573530197143555, "learning_rate": 9.622266401590458e-07, "loss": 0.9008, "step": 971 }, { "epoch": 0.9566929133858267, "grad_norm": 15.452958106994629, "learning_rate": 9.632206759443342e-07, "loss": 1.4286, "step": 972 }, { "epoch": 0.9576771653543307, "grad_norm": 13.133222579956055, "learning_rate": 9.642147117296224e-07, "loss": 0.9222, "step": 973 }, { "epoch": 0.9586614173228346, "grad_norm": 12.39025592803955, "learning_rate": 9.652087475149109e-07, "loss": 0.8414, "step": 974 }, { "epoch": 0.9596456692913385, "grad_norm": 14.773319244384766, "learning_rate": 9.66202783300199e-07, "loss": 0.7063, "step": 975 }, { "epoch": 0.9606299212598425, "grad_norm": 13.327868461608887, "learning_rate": 9.671968190854873e-07, "loss": 0.6207, "step": 976 }, { "epoch": 0.9616141732283464, "grad_norm": 17.18140411376953, "learning_rate": 9.681908548707755e-07, "loss": 0.8273, "step": 977 }, { "epoch": 0.9625984251968503, "grad_norm": 15.404573440551758, "learning_rate": 9.691848906560639e-07, "loss": 0.8464, "step": 978 }, { "epoch": 0.9635826771653543, "grad_norm": 13.830384254455566, "learning_rate": 9.70178926441352e-07, "loss": 0.8247, "step": 979 }, { "epoch": 0.9645669291338582, "grad_norm": 14.349933624267578, "learning_rate": 9.711729622266403e-07, "loss": 0.7133, "step": 980 }, { "epoch": 0.9655511811023622, "grad_norm": 17.402868270874023, "learning_rate": 9.721669980119285e-07, "loss": 0.7903, "step": 981 }, { "epoch": 0.9665354330708661, "grad_norm": 19.871767044067383, "learning_rate": 9.731610337972169e-07, "loss": 1.0951, "step": 982 }, { "epoch": 0.96751968503937, "grad_norm": 22.14597511291504, "learning_rate": 9.74155069582505e-07, "loss": 1.099, "step": 983 }, { "epoch": 0.968503937007874, "grad_norm": 16.688730239868164, "learning_rate": 9.751491053677933e-07, "loss": 0.5865, "step": 984 }, { "epoch": 0.969488188976378, "grad_norm": 18.638708114624023, "learning_rate": 9.761431411530817e-07, "loss": 0.8717, "step": 985 }, { "epoch": 0.9704724409448819, "grad_norm": 19.519134521484375, "learning_rate": 9.771371769383699e-07, "loss": 0.9441, "step": 986 }, { "epoch": 0.9714566929133859, "grad_norm": 18.85181999206543, "learning_rate": 9.781312127236583e-07, "loss": 0.9627, "step": 987 }, { "epoch": 0.9724409448818898, "grad_norm": 14.521993637084961, "learning_rate": 9.791252485089465e-07, "loss": 1.039, "step": 988 }, { "epoch": 0.9734251968503937, "grad_norm": 19.123416900634766, "learning_rate": 9.801192842942347e-07, "loss": 1.2139, "step": 989 }, { "epoch": 0.9744094488188977, "grad_norm": 13.49136734008789, "learning_rate": 9.811133200795231e-07, "loss": 0.6284, "step": 990 }, { "epoch": 0.9753937007874016, "grad_norm": 13.103900909423828, "learning_rate": 9.821073558648113e-07, "loss": 0.914, "step": 991 }, { "epoch": 0.9763779527559056, "grad_norm": 9.744898796081543, "learning_rate": 9.831013916500995e-07, "loss": 0.4021, "step": 992 }, { "epoch": 0.9773622047244095, "grad_norm": 9.621757507324219, "learning_rate": 9.84095427435388e-07, "loss": 0.5822, "step": 993 }, { "epoch": 0.9783464566929134, "grad_norm": 13.71444034576416, "learning_rate": 9.850894632206761e-07, "loss": 0.5666, "step": 994 }, { "epoch": 0.9793307086614174, "grad_norm": 15.207693099975586, "learning_rate": 9.860834990059645e-07, "loss": 1.3606, "step": 995 }, { "epoch": 0.9803149606299213, "grad_norm": 13.993303298950195, "learning_rate": 9.870775347912527e-07, "loss": 0.7811, "step": 996 }, { "epoch": 0.9812992125984252, "grad_norm": 11.10175609588623, "learning_rate": 9.88071570576541e-07, "loss": 0.3886, "step": 997 }, { "epoch": 0.9822834645669292, "grad_norm": 21.290891647338867, "learning_rate": 9.890656063618291e-07, "loss": 1.5192, "step": 998 }, { "epoch": 0.9832677165354331, "grad_norm": 9.359945297241211, "learning_rate": 9.900596421471175e-07, "loss": 0.3559, "step": 999 }, { "epoch": 0.984251968503937, "grad_norm": 18.680240631103516, "learning_rate": 9.910536779324057e-07, "loss": 1.1638, "step": 1000 }, { "epoch": 0.985236220472441, "grad_norm": 11.718449592590332, "learning_rate": 9.92047713717694e-07, "loss": 0.5369, "step": 1001 }, { "epoch": 0.9862204724409449, "grad_norm": 14.164551734924316, "learning_rate": 9.930417495029821e-07, "loss": 0.6804, "step": 1002 }, { "epoch": 0.9872047244094488, "grad_norm": 13.837848663330078, "learning_rate": 9.940357852882705e-07, "loss": 0.5193, "step": 1003 }, { "epoch": 0.9881889763779528, "grad_norm": 20.806840896606445, "learning_rate": 9.950298210735587e-07, "loss": 1.1559, "step": 1004 }, { "epoch": 0.9891732283464567, "grad_norm": 13.79966926574707, "learning_rate": 9.96023856858847e-07, "loss": 0.7566, "step": 1005 }, { "epoch": 0.9901574803149606, "grad_norm": 14.3021821975708, "learning_rate": 9.970178926441354e-07, "loss": 0.6815, "step": 1006 }, { "epoch": 0.9911417322834646, "grad_norm": 17.469287872314453, "learning_rate": 9.980119284294236e-07, "loss": 1.0367, "step": 1007 }, { "epoch": 0.9921259842519685, "grad_norm": 12.036974906921387, "learning_rate": 9.99005964214712e-07, "loss": 0.5514, "step": 1008 }, { "epoch": 0.9931102362204725, "grad_norm": 16.500354766845703, "learning_rate": 1.0000000000000002e-06, "loss": 0.7299, "step": 1009 }, { "epoch": 0.9940944881889764, "grad_norm": 18.891454696655273, "learning_rate": 9.999994102361802e-07, "loss": 1.1474, "step": 1010 }, { "epoch": 0.9950787401574803, "grad_norm": 13.927214622497559, "learning_rate": 9.999976409461164e-07, "loss": 0.5969, "step": 1011 }, { "epoch": 0.9960629921259843, "grad_norm": 11.425060272216797, "learning_rate": 9.999946921339963e-07, "loss": 0.575, "step": 1012 }, { "epoch": 0.9970472440944882, "grad_norm": 10.967757225036621, "learning_rate": 9.999905638068e-07, "loss": 0.6357, "step": 1013 }, { "epoch": 0.9980314960629921, "grad_norm": 12.922017097473145, "learning_rate": 9.999852559742985e-07, "loss": 0.8671, "step": 1014 }, { "epoch": 0.9990157480314961, "grad_norm": 13.73558521270752, "learning_rate": 9.999787686490555e-07, "loss": 0.7021, "step": 1015 }, { "epoch": 1.0, "grad_norm": 18.500980377197266, "learning_rate": 9.99971101846426e-07, "loss": 0.6608, "step": 1016 }, { "epoch": 1.000984251968504, "grad_norm": 18.25552749633789, "learning_rate": 9.999622555845573e-07, "loss": 1.0985, "step": 1017 }, { "epoch": 1.0019685039370079, "grad_norm": 20.82244110107422, "learning_rate": 9.999522298843875e-07, "loss": 1.7193, "step": 1018 }, { "epoch": 1.0029527559055118, "grad_norm": 8.279940605163574, "learning_rate": 9.99941024769647e-07, "loss": 0.3447, "step": 1019 }, { "epoch": 1.0039370078740157, "grad_norm": 13.146919250488281, "learning_rate": 9.999286402668578e-07, "loss": 0.6574, "step": 1020 }, { "epoch": 1.0049212598425197, "grad_norm": 15.445282936096191, "learning_rate": 9.999150764053334e-07, "loss": 0.7307, "step": 1021 }, { "epoch": 1.0059055118110236, "grad_norm": 13.378528594970703, "learning_rate": 9.999003332171784e-07, "loss": 0.605, "step": 1022 }, { "epoch": 1.0068897637795275, "grad_norm": 16.779502868652344, "learning_rate": 9.998844107372894e-07, "loss": 0.9642, "step": 1023 }, { "epoch": 1.0078740157480315, "grad_norm": 15.733071327209473, "learning_rate": 9.99867309003354e-07, "loss": 0.7899, "step": 1024 }, { "epoch": 1.0088582677165354, "grad_norm": 12.460901260375977, "learning_rate": 9.998490280558511e-07, "loss": 0.6818, "step": 1025 }, { "epoch": 1.0098425196850394, "grad_norm": 17.373077392578125, "learning_rate": 9.998295679380506e-07, "loss": 0.9047, "step": 1026 }, { "epoch": 1.0108267716535433, "grad_norm": 16.287940979003906, "learning_rate": 9.998089286960135e-07, "loss": 1.0251, "step": 1027 }, { "epoch": 1.0118110236220472, "grad_norm": 13.410775184631348, "learning_rate": 9.99787110378592e-07, "loss": 0.635, "step": 1028 }, { "epoch": 1.0127952755905512, "grad_norm": 16.206838607788086, "learning_rate": 9.997641130374284e-07, "loss": 0.9896, "step": 1029 }, { "epoch": 1.013779527559055, "grad_norm": 16.609249114990234, "learning_rate": 9.997399367269565e-07, "loss": 0.8988, "step": 1030 }, { "epoch": 1.014763779527559, "grad_norm": 14.937371253967285, "learning_rate": 9.997145815044003e-07, "loss": 0.6257, "step": 1031 }, { "epoch": 1.015748031496063, "grad_norm": 9.599014282226562, "learning_rate": 9.99688047429774e-07, "loss": 0.4369, "step": 1032 }, { "epoch": 1.016732283464567, "grad_norm": 12.918846130371094, "learning_rate": 9.996603345658824e-07, "loss": 0.7827, "step": 1033 }, { "epoch": 1.0177165354330708, "grad_norm": 15.849491119384766, "learning_rate": 9.996314429783204e-07, "loss": 0.9601, "step": 1034 }, { "epoch": 1.0187007874015748, "grad_norm": 17.180509567260742, "learning_rate": 9.99601372735473e-07, "loss": 0.9565, "step": 1035 }, { "epoch": 1.0196850393700787, "grad_norm": 14.358114242553711, "learning_rate": 9.995701239085143e-07, "loss": 0.6667, "step": 1036 }, { "epoch": 1.0206692913385826, "grad_norm": 10.355342864990234, "learning_rate": 9.99537696571409e-07, "loss": 0.4217, "step": 1037 }, { "epoch": 1.0216535433070866, "grad_norm": 16.553524017333984, "learning_rate": 9.995040908009107e-07, "loss": 0.7592, "step": 1038 }, { "epoch": 1.0226377952755905, "grad_norm": 16.797199249267578, "learning_rate": 9.994693066765622e-07, "loss": 0.8667, "step": 1039 }, { "epoch": 1.0236220472440944, "grad_norm": 15.846183776855469, "learning_rate": 9.994333442806959e-07, "loss": 0.7705, "step": 1040 }, { "epoch": 1.0246062992125984, "grad_norm": 17.184005737304688, "learning_rate": 9.993962036984325e-07, "loss": 0.9951, "step": 1041 }, { "epoch": 1.0255905511811023, "grad_norm": 18.776084899902344, "learning_rate": 9.99357885017682e-07, "loss": 1.1144, "step": 1042 }, { "epoch": 1.0265748031496063, "grad_norm": 18.937816619873047, "learning_rate": 9.993183883291425e-07, "loss": 1.0319, "step": 1043 }, { "epoch": 1.0275590551181102, "grad_norm": 19.087995529174805, "learning_rate": 9.992777137263007e-07, "loss": 1.1595, "step": 1044 }, { "epoch": 1.0285433070866141, "grad_norm": 12.790840148925781, "learning_rate": 9.99235861305431e-07, "loss": 0.6343, "step": 1045 }, { "epoch": 1.029527559055118, "grad_norm": 22.165191650390625, "learning_rate": 9.991928311655956e-07, "loss": 1.2074, "step": 1046 }, { "epoch": 1.030511811023622, "grad_norm": 14.055591583251953, "learning_rate": 9.991486234086447e-07, "loss": 0.8404, "step": 1047 }, { "epoch": 1.031496062992126, "grad_norm": 24.25628089904785, "learning_rate": 9.991032381392158e-07, "loss": 1.5037, "step": 1048 }, { "epoch": 1.0324803149606299, "grad_norm": 11.641840934753418, "learning_rate": 9.990566754647328e-07, "loss": 0.4995, "step": 1049 }, { "epoch": 1.0334645669291338, "grad_norm": 10.425209045410156, "learning_rate": 9.990089354954073e-07, "loss": 0.568, "step": 1050 }, { "epoch": 1.0344488188976377, "grad_norm": 12.596050262451172, "learning_rate": 9.989600183442373e-07, "loss": 0.7489, "step": 1051 }, { "epoch": 1.0354330708661417, "grad_norm": 13.544334411621094, "learning_rate": 9.98909924127007e-07, "loss": 0.7327, "step": 1052 }, { "epoch": 1.0364173228346456, "grad_norm": 17.814496994018555, "learning_rate": 9.988586529622864e-07, "loss": 1.3957, "step": 1053 }, { "epoch": 1.0374015748031495, "grad_norm": 15.446733474731445, "learning_rate": 9.98806204971432e-07, "loss": 1.0428, "step": 1054 }, { "epoch": 1.0383858267716535, "grad_norm": 12.223246574401855, "learning_rate": 9.987525802785847e-07, "loss": 0.7656, "step": 1055 }, { "epoch": 1.0393700787401574, "grad_norm": 12.582673072814941, "learning_rate": 9.986977790106715e-07, "loss": 1.1611, "step": 1056 }, { "epoch": 1.0403543307086613, "grad_norm": 9.084281921386719, "learning_rate": 9.986418012974042e-07, "loss": 0.4786, "step": 1057 }, { "epoch": 1.0413385826771653, "grad_norm": 12.558609962463379, "learning_rate": 9.985846472712786e-07, "loss": 0.5765, "step": 1058 }, { "epoch": 1.0423228346456692, "grad_norm": 15.489008903503418, "learning_rate": 9.985263170675756e-07, "loss": 0.9421, "step": 1059 }, { "epoch": 1.0433070866141732, "grad_norm": 11.702895164489746, "learning_rate": 9.98466810824359e-07, "loss": 0.7738, "step": 1060 }, { "epoch": 1.044291338582677, "grad_norm": 12.038683891296387, "learning_rate": 9.984061286824774e-07, "loss": 0.7882, "step": 1061 }, { "epoch": 1.045275590551181, "grad_norm": 15.36705207824707, "learning_rate": 9.983442707855616e-07, "loss": 0.9898, "step": 1062 }, { "epoch": 1.046259842519685, "grad_norm": 13.331137657165527, "learning_rate": 9.982812372800262e-07, "loss": 0.7618, "step": 1063 }, { "epoch": 1.047244094488189, "grad_norm": 11.37984848022461, "learning_rate": 9.982170283150678e-07, "loss": 0.5399, "step": 1064 }, { "epoch": 1.0482283464566928, "grad_norm": 13.407549858093262, "learning_rate": 9.981516440426659e-07, "loss": 0.8189, "step": 1065 }, { "epoch": 1.0492125984251968, "grad_norm": 12.853594779968262, "learning_rate": 9.98085084617581e-07, "loss": 0.4776, "step": 1066 }, { "epoch": 1.0501968503937007, "grad_norm": 11.08696460723877, "learning_rate": 9.980173501973558e-07, "loss": 0.4333, "step": 1067 }, { "epoch": 1.0511811023622046, "grad_norm": 15.92361068725586, "learning_rate": 9.97948440942314e-07, "loss": 0.4207, "step": 1068 }, { "epoch": 1.0521653543307086, "grad_norm": 15.281506538391113, "learning_rate": 9.978783570155597e-07, "loss": 1.0206, "step": 1069 }, { "epoch": 1.0531496062992125, "grad_norm": 15.706804275512695, "learning_rate": 9.978070985829782e-07, "loss": 0.4865, "step": 1070 }, { "epoch": 1.0541338582677164, "grad_norm": 19.01339340209961, "learning_rate": 9.97734665813234e-07, "loss": 0.897, "step": 1071 }, { "epoch": 1.0541338582677164, "eval_Qnli-dev_cosine_accuracy": 0.68359375, "eval_Qnli-dev_cosine_accuracy_threshold": 0.8038332462310791, "eval_Qnli-dev_cosine_ap": 0.6915503966365267, "eval_Qnli-dev_cosine_f1": 0.6764227642276421, "eval_Qnli-dev_cosine_f1_threshold": 0.7276865839958191, "eval_Qnli-dev_cosine_precision": 0.5488126649076517, "eval_Qnli-dev_cosine_recall": 0.8813559322033898, "eval_Qnli-dev_dot_accuracy": 0.68359375, "eval_Qnli-dev_dot_accuracy_threshold": 617.9757690429688, "eval_Qnli-dev_dot_ap": 0.6914604071082934, "eval_Qnli-dev_dot_f1": 0.6775244299674267, "eval_Qnli-dev_dot_f1_threshold": 559.7400512695312, "eval_Qnli-dev_dot_precision": 0.5502645502645502, "eval_Qnli-dev_dot_recall": 0.8813559322033898, "eval_Qnli-dev_euclidean_accuracy": 0.68359375, "eval_Qnli-dev_euclidean_accuracy_threshold": 17.36817741394043, "eval_Qnli-dev_euclidean_ap": 0.6915804106776542, "eval_Qnli-dev_euclidean_f1": 0.6764227642276421, "eval_Qnli-dev_euclidean_f1_threshold": 20.461692810058594, "eval_Qnli-dev_euclidean_precision": 0.5488126649076517, "eval_Qnli-dev_euclidean_recall": 0.8813559322033898, "eval_Qnli-dev_manhattan_accuracy": 0.681640625, "eval_Qnli-dev_manhattan_accuracy_threshold": 384.64373779296875, "eval_Qnli-dev_manhattan_ap": 0.6911560630995964, "eval_Qnli-dev_manhattan_f1": 0.67430441898527, "eval_Qnli-dev_manhattan_f1_threshold": 451.5675048828125, "eval_Qnli-dev_manhattan_precision": 0.5493333333333333, "eval_Qnli-dev_manhattan_recall": 0.8728813559322034, "eval_Qnli-dev_max_accuracy": 0.68359375, "eval_Qnli-dev_max_accuracy_threshold": 617.9757690429688, "eval_Qnli-dev_max_ap": 0.6915804106776542, "eval_Qnli-dev_max_f1": 0.6775244299674267, "eval_Qnli-dev_max_f1_threshold": 559.7400512695312, "eval_Qnli-dev_max_precision": 0.5502645502645502, "eval_Qnli-dev_max_recall": 0.8813559322033898, "eval_allNLI-dev_cosine_accuracy": 0.70703125, "eval_allNLI-dev_cosine_accuracy_threshold": 0.908595085144043, "eval_allNLI-dev_cosine_ap": 0.5430466488954966, "eval_allNLI-dev_cosine_f1": 0.5522388059701493, "eval_allNLI-dev_cosine_f1_threshold": 0.8629225492477417, "eval_allNLI-dev_cosine_precision": 0.4847161572052402, "eval_allNLI-dev_cosine_recall": 0.6416184971098265, "eval_allNLI-dev_dot_accuracy": 0.708984375, "eval_allNLI-dev_dot_accuracy_threshold": 698.3015747070312, "eval_allNLI-dev_dot_ap": 0.5430436315328802, "eval_allNLI-dev_dot_f1": 0.5522388059701493, "eval_allNLI-dev_dot_f1_threshold": 663.3272705078125, "eval_allNLI-dev_dot_precision": 0.4847161572052402, "eval_allNLI-dev_dot_recall": 0.6416184971098265, "eval_allNLI-dev_euclidean_accuracy": 0.70703125, "eval_allNLI-dev_euclidean_accuracy_threshold": 11.85396957397461, "eval_allNLI-dev_euclidean_ap": 0.5430008642299873, "eval_allNLI-dev_euclidean_f1": 0.5522388059701493, "eval_allNLI-dev_euclidean_f1_threshold": 14.51696491241455, "eval_allNLI-dev_euclidean_precision": 0.4847161572052402, "eval_allNLI-dev_euclidean_recall": 0.6416184971098265, "eval_allNLI-dev_manhattan_accuracy": 0.705078125, "eval_allNLI-dev_manhattan_accuracy_threshold": 263.4867858886719, "eval_allNLI-dev_manhattan_ap": 0.5413936285926788, "eval_allNLI-dev_manhattan_f1": 0.5520581113801454, "eval_allNLI-dev_manhattan_f1_threshold": 326.1763000488281, "eval_allNLI-dev_manhattan_precision": 0.475, "eval_allNLI-dev_manhattan_recall": 0.6589595375722543, "eval_allNLI-dev_max_accuracy": 0.708984375, "eval_allNLI-dev_max_accuracy_threshold": 698.3015747070312, "eval_allNLI-dev_max_ap": 0.5430466488954966, "eval_allNLI-dev_max_f1": 0.5522388059701493, "eval_allNLI-dev_max_f1_threshold": 663.3272705078125, "eval_allNLI-dev_max_precision": 0.4847161572052402, "eval_allNLI-dev_max_recall": 0.6589595375722543, "eval_loss": 1.0709744691848755, "eval_runtime": 50.1989, "eval_samples_per_second": 33.148, "eval_sequential_score": 0.6915804106776542, "eval_steps_per_second": 0.139, "eval_sts-test_pearson_cosine": 0.6368197640293093, "eval_sts-test_pearson_dot": 0.6367905887877633, "eval_sts-test_pearson_euclidean": 0.6470519111681319, "eval_sts-test_pearson_manhattan": 0.6467215914161899, "eval_sts-test_pearson_max": 0.6470519111681319, "eval_sts-test_spearman_cosine": 0.6345637125214598, "eval_sts-test_spearman_dot": 0.6346041676617576, "eval_sts-test_spearman_euclidean": 0.6345603114255941, "eval_sts-test_spearman_manhattan": 0.6336825601846632, "eval_sts-test_spearman_max": 0.6346041676617576, "step": 1071 }, { "epoch": 1.0551181102362204, "grad_norm": 15.656901359558105, "learning_rate": 9.976610588777717e-07, "loss": 0.8402, "step": 1072 }, { "epoch": 1.0561023622047243, "grad_norm": 15.366618156433105, "learning_rate": 9.975862779508149e-07, "loss": 0.7688, "step": 1073 }, { "epoch": 1.0570866141732282, "grad_norm": 9.356171607971191, "learning_rate": 9.975103232093656e-07, "loss": 0.2184, "step": 1074 }, { "epoch": 1.0580708661417322, "grad_norm": 15.986027717590332, "learning_rate": 9.974331948332048e-07, "loss": 0.863, "step": 1075 }, { "epoch": 1.0590551181102361, "grad_norm": 11.812033653259277, "learning_rate": 9.97354893004891e-07, "loss": 0.63, "step": 1076 }, { "epoch": 1.06003937007874, "grad_norm": 14.299402236938477, "learning_rate": 9.972754179097602e-07, "loss": 0.6715, "step": 1077 }, { "epoch": 1.061023622047244, "grad_norm": 11.965864181518555, "learning_rate": 9.971947697359257e-07, "loss": 0.5824, "step": 1078 }, { "epoch": 1.0620078740157481, "grad_norm": 10.061518669128418, "learning_rate": 9.971129486742777e-07, "loss": 0.4253, "step": 1079 }, { "epoch": 1.0629921259842519, "grad_norm": 13.379720687866211, "learning_rate": 9.970299549184814e-07, "loss": 0.7626, "step": 1080 }, { "epoch": 1.063976377952756, "grad_norm": 12.801810264587402, "learning_rate": 9.969457886649791e-07, "loss": 0.6314, "step": 1081 }, { "epoch": 1.0649606299212597, "grad_norm": 11.5104398727417, "learning_rate": 9.968604501129877e-07, "loss": 0.6581, "step": 1082 }, { "epoch": 1.0659448818897639, "grad_norm": 12.517723083496094, "learning_rate": 9.967739394644982e-07, "loss": 0.4651, "step": 1083 }, { "epoch": 1.0669291338582678, "grad_norm": 20.153242111206055, "learning_rate": 9.966862569242773e-07, "loss": 1.3387, "step": 1084 }, { "epoch": 1.0679133858267718, "grad_norm": 17.8863525390625, "learning_rate": 9.965974026998642e-07, "loss": 0.8808, "step": 1085 }, { "epoch": 1.0688976377952757, "grad_norm": 15.032797813415527, "learning_rate": 9.965073770015722e-07, "loss": 0.7236, "step": 1086 }, { "epoch": 1.0698818897637796, "grad_norm": 15.820505142211914, "learning_rate": 9.964161800424873e-07, "loss": 0.7806, "step": 1087 }, { "epoch": 1.0708661417322836, "grad_norm": 20.563907623291016, "learning_rate": 9.963238120384677e-07, "loss": 1.3413, "step": 1088 }, { "epoch": 1.0718503937007875, "grad_norm": 14.543024063110352, "learning_rate": 9.962302732081432e-07, "loss": 0.4676, "step": 1089 }, { "epoch": 1.0728346456692914, "grad_norm": 9.891223907470703, "learning_rate": 9.961355637729153e-07, "loss": 0.3322, "step": 1090 }, { "epoch": 1.0738188976377954, "grad_norm": 11.006906509399414, "learning_rate": 9.960396839569557e-07, "loss": 0.3032, "step": 1091 }, { "epoch": 1.0748031496062993, "grad_norm": 18.213397979736328, "learning_rate": 9.95942633987207e-07, "loss": 0.7566, "step": 1092 }, { "epoch": 1.0757874015748032, "grad_norm": 21.541196823120117, "learning_rate": 9.95844414093381e-07, "loss": 1.2515, "step": 1093 }, { "epoch": 1.0767716535433072, "grad_norm": 17.573991775512695, "learning_rate": 9.957450245079588e-07, "loss": 1.1035, "step": 1094 }, { "epoch": 1.077755905511811, "grad_norm": 14.521368980407715, "learning_rate": 9.9564446546619e-07, "loss": 0.5504, "step": 1095 }, { "epoch": 1.078740157480315, "grad_norm": 27.325939178466797, "learning_rate": 9.955427372060928e-07, "loss": 1.2568, "step": 1096 }, { "epoch": 1.079724409448819, "grad_norm": 21.24674415588379, "learning_rate": 9.954398399684515e-07, "loss": 1.0059, "step": 1097 }, { "epoch": 1.080708661417323, "grad_norm": 19.656803131103516, "learning_rate": 9.953357739968192e-07, "loss": 0.9695, "step": 1098 }, { "epoch": 1.0816929133858268, "grad_norm": 14.839178085327148, "learning_rate": 9.952305395375137e-07, "loss": 0.5669, "step": 1099 }, { "epoch": 1.0826771653543308, "grad_norm": 13.978408813476562, "learning_rate": 9.951241368396194e-07, "loss": 0.6268, "step": 1100 }, { "epoch": 1.0836614173228347, "grad_norm": 15.542141914367676, "learning_rate": 9.950165661549856e-07, "loss": 1.013, "step": 1101 }, { "epoch": 1.0846456692913387, "grad_norm": 19.537845611572266, "learning_rate": 9.949078277382262e-07, "loss": 1.5633, "step": 1102 }, { "epoch": 1.0856299212598426, "grad_norm": 15.735995292663574, "learning_rate": 9.947979218467193e-07, "loss": 1.3625, "step": 1103 }, { "epoch": 1.0866141732283465, "grad_norm": 15.879256248474121, "learning_rate": 9.946868487406057e-07, "loss": 0.7289, "step": 1104 }, { "epoch": 1.0875984251968505, "grad_norm": 14.243614196777344, "learning_rate": 9.945746086827896e-07, "loss": 1.0045, "step": 1105 }, { "epoch": 1.0885826771653544, "grad_norm": 14.811985969543457, "learning_rate": 9.94461201938937e-07, "loss": 1.2376, "step": 1106 }, { "epoch": 1.0895669291338583, "grad_norm": 10.17866325378418, "learning_rate": 9.943466287774756e-07, "loss": 0.4695, "step": 1107 }, { "epoch": 1.0905511811023623, "grad_norm": 15.04418659210205, "learning_rate": 9.942308894695932e-07, "loss": 1.1059, "step": 1108 }, { "epoch": 1.0915354330708662, "grad_norm": 11.269502639770508, "learning_rate": 9.941139842892391e-07, "loss": 0.6343, "step": 1109 }, { "epoch": 1.0925196850393701, "grad_norm": 12.981204986572266, "learning_rate": 9.939959135131214e-07, "loss": 0.7101, "step": 1110 }, { "epoch": 1.093503937007874, "grad_norm": 10.896045684814453, "learning_rate": 9.938766774207064e-07, "loss": 0.6253, "step": 1111 }, { "epoch": 1.094488188976378, "grad_norm": 15.882280349731445, "learning_rate": 9.937562762942202e-07, "loss": 1.1293, "step": 1112 }, { "epoch": 1.095472440944882, "grad_norm": 10.046773910522461, "learning_rate": 9.936347104186452e-07, "loss": 0.5038, "step": 1113 }, { "epoch": 1.0964566929133859, "grad_norm": 14.951889991760254, "learning_rate": 9.935119800817215e-07, "loss": 0.8907, "step": 1114 }, { "epoch": 1.0974409448818898, "grad_norm": 12.613266944885254, "learning_rate": 9.933880855739446e-07, "loss": 0.553, "step": 1115 }, { "epoch": 1.0984251968503937, "grad_norm": 13.19701099395752, "learning_rate": 9.932630271885662e-07, "loss": 0.8102, "step": 1116 }, { "epoch": 1.0994094488188977, "grad_norm": 15.783533096313477, "learning_rate": 9.93136805221593e-07, "loss": 0.904, "step": 1117 }, { "epoch": 1.1003937007874016, "grad_norm": 12.4768648147583, "learning_rate": 9.930094199717848e-07, "loss": 0.5524, "step": 1118 }, { "epoch": 1.1013779527559056, "grad_norm": 18.58526039123535, "learning_rate": 9.92880871740656e-07, "loss": 1.1347, "step": 1119 }, { "epoch": 1.1023622047244095, "grad_norm": 13.961736679077148, "learning_rate": 9.927511608324732e-07, "loss": 0.4371, "step": 1120 }, { "epoch": 1.1033464566929134, "grad_norm": 19.944766998291016, "learning_rate": 9.926202875542546e-07, "loss": 0.875, "step": 1121 }, { "epoch": 1.1043307086614174, "grad_norm": 20.518611907958984, "learning_rate": 9.924882522157706e-07, "loss": 1.3085, "step": 1122 }, { "epoch": 1.1053149606299213, "grad_norm": 12.748093605041504, "learning_rate": 9.923550551295411e-07, "loss": 0.7923, "step": 1123 }, { "epoch": 1.1062992125984252, "grad_norm": 12.471030235290527, "learning_rate": 9.922206966108367e-07, "loss": 0.5889, "step": 1124 }, { "epoch": 1.1072834645669292, "grad_norm": 13.881964683532715, "learning_rate": 9.920851769776761e-07, "loss": 0.5114, "step": 1125 }, { "epoch": 1.108267716535433, "grad_norm": 14.893072128295898, "learning_rate": 9.919484965508276e-07, "loss": 0.6616, "step": 1126 }, { "epoch": 1.109251968503937, "grad_norm": 15.041365623474121, "learning_rate": 9.918106556538057e-07, "loss": 0.9752, "step": 1127 }, { "epoch": 1.110236220472441, "grad_norm": 17.84661865234375, "learning_rate": 9.91671654612872e-07, "loss": 0.6389, "step": 1128 }, { "epoch": 1.111220472440945, "grad_norm": 17.089975357055664, "learning_rate": 9.91531493757035e-07, "loss": 0.9866, "step": 1129 }, { "epoch": 1.1122047244094488, "grad_norm": 10.975593566894531, "learning_rate": 9.913901734180476e-07, "loss": 0.365, "step": 1130 }, { "epoch": 1.1131889763779528, "grad_norm": 14.723518371582031, "learning_rate": 9.912476939304069e-07, "loss": 0.6243, "step": 1131 }, { "epoch": 1.1141732283464567, "grad_norm": 12.603139877319336, "learning_rate": 9.911040556313543e-07, "loss": 0.5302, "step": 1132 }, { "epoch": 1.1151574803149606, "grad_norm": 11.720128059387207, "learning_rate": 9.909592588608738e-07, "loss": 0.5457, "step": 1133 }, { "epoch": 1.1161417322834646, "grad_norm": 15.438112258911133, "learning_rate": 9.908133039616911e-07, "loss": 0.7722, "step": 1134 }, { "epoch": 1.1171259842519685, "grad_norm": 20.828332901000977, "learning_rate": 9.90666191279274e-07, "loss": 1.2737, "step": 1135 }, { "epoch": 1.1181102362204725, "grad_norm": 15.74884033203125, "learning_rate": 9.905179211618296e-07, "loss": 0.7274, "step": 1136 }, { "epoch": 1.1190944881889764, "grad_norm": 16.951387405395508, "learning_rate": 9.903684939603054e-07, "loss": 0.9102, "step": 1137 }, { "epoch": 1.1200787401574803, "grad_norm": 13.51593017578125, "learning_rate": 9.902179100283875e-07, "loss": 0.673, "step": 1138 }, { "epoch": 1.1210629921259843, "grad_norm": 13.578470230102539, "learning_rate": 9.900661697224995e-07, "loss": 0.5895, "step": 1139 }, { "epoch": 1.1220472440944882, "grad_norm": 12.887831687927246, "learning_rate": 9.899132734018024e-07, "loss": 0.6718, "step": 1140 }, { "epoch": 1.1230314960629921, "grad_norm": 14.972274780273438, "learning_rate": 9.897592214281936e-07, "loss": 0.9109, "step": 1141 }, { "epoch": 1.124015748031496, "grad_norm": 11.685628890991211, "learning_rate": 9.896040141663054e-07, "loss": 0.4086, "step": 1142 }, { "epoch": 1.125, "grad_norm": 15.600942611694336, "learning_rate": 9.894476519835052e-07, "loss": 0.8096, "step": 1143 }, { "epoch": 1.125984251968504, "grad_norm": 11.58348274230957, "learning_rate": 9.892901352498932e-07, "loss": 0.6197, "step": 1144 }, { "epoch": 1.1269685039370079, "grad_norm": 15.484606742858887, "learning_rate": 9.891314643383037e-07, "loss": 0.6548, "step": 1145 }, { "epoch": 1.1279527559055118, "grad_norm": 12.262903213500977, "learning_rate": 9.88971639624301e-07, "loss": 0.7632, "step": 1146 }, { "epoch": 1.1289370078740157, "grad_norm": 10.261554718017578, "learning_rate": 9.888106614861823e-07, "loss": 0.3288, "step": 1147 }, { "epoch": 1.1299212598425197, "grad_norm": 11.71741008758545, "learning_rate": 9.886485303049734e-07, "loss": 0.6114, "step": 1148 }, { "epoch": 1.1309055118110236, "grad_norm": 11.544774055480957, "learning_rate": 9.884852464644305e-07, "loss": 0.4121, "step": 1149 }, { "epoch": 1.1318897637795275, "grad_norm": 15.385348320007324, "learning_rate": 9.883208103510367e-07, "loss": 0.6772, "step": 1150 }, { "epoch": 1.1328740157480315, "grad_norm": 15.743762969970703, "learning_rate": 9.88155222354004e-07, "loss": 0.9555, "step": 1151 }, { "epoch": 1.1338582677165354, "grad_norm": 11.80981731414795, "learning_rate": 9.879884828652698e-07, "loss": 0.5712, "step": 1152 }, { "epoch": 1.1348425196850394, "grad_norm": 13.315688133239746, "learning_rate": 9.878205922794972e-07, "loss": 0.8391, "step": 1153 }, { "epoch": 1.1358267716535433, "grad_norm": 14.4414644241333, "learning_rate": 9.876515509940742e-07, "loss": 0.6745, "step": 1154 }, { "epoch": 1.1368110236220472, "grad_norm": 12.528006553649902, "learning_rate": 9.874813594091122e-07, "loss": 0.5267, "step": 1155 }, { "epoch": 1.1377952755905512, "grad_norm": 16.966638565063477, "learning_rate": 9.873100179274453e-07, "loss": 1.0252, "step": 1156 }, { "epoch": 1.138779527559055, "grad_norm": 10.528403282165527, "learning_rate": 9.871375269546292e-07, "loss": 0.4004, "step": 1157 }, { "epoch": 1.139763779527559, "grad_norm": 17.006420135498047, "learning_rate": 9.869638868989407e-07, "loss": 0.925, "step": 1158 }, { "epoch": 1.140748031496063, "grad_norm": 13.599428176879883, "learning_rate": 9.867890981713764e-07, "loss": 0.6741, "step": 1159 }, { "epoch": 1.141732283464567, "grad_norm": 11.754899978637695, "learning_rate": 9.866131611856514e-07, "loss": 0.5167, "step": 1160 }, { "epoch": 1.1427165354330708, "grad_norm": 13.304365158081055, "learning_rate": 9.864360763581994e-07, "loss": 0.6953, "step": 1161 }, { "epoch": 1.1437007874015748, "grad_norm": 10.479991912841797, "learning_rate": 9.862578441081699e-07, "loss": 0.5611, "step": 1162 }, { "epoch": 1.1446850393700787, "grad_norm": 19.750497817993164, "learning_rate": 9.860784648574288e-07, "loss": 1.0161, "step": 1163 }, { "epoch": 1.1456692913385826, "grad_norm": 16.4873104095459, "learning_rate": 9.858979390305573e-07, "loss": 1.3154, "step": 1164 }, { "epoch": 1.1466535433070866, "grad_norm": 15.80156135559082, "learning_rate": 9.857162670548502e-07, "loss": 0.6765, "step": 1165 }, { "epoch": 1.1476377952755905, "grad_norm": 13.030824661254883, "learning_rate": 9.855334493603147e-07, "loss": 0.8017, "step": 1166 }, { "epoch": 1.1486220472440944, "grad_norm": 14.154465675354004, "learning_rate": 9.853494863796705e-07, "loss": 0.8971, "step": 1167 }, { "epoch": 1.1496062992125984, "grad_norm": 13.809678077697754, "learning_rate": 9.851643785483478e-07, "loss": 0.4928, "step": 1168 }, { "epoch": 1.1505905511811023, "grad_norm": 12.12923526763916, "learning_rate": 9.849781263044867e-07, "loss": 0.6463, "step": 1169 }, { "epoch": 1.1515748031496063, "grad_norm": 15.836526870727539, "learning_rate": 9.847907300889358e-07, "loss": 1.1188, "step": 1170 }, { "epoch": 1.1525590551181102, "grad_norm": 15.554471015930176, "learning_rate": 9.846021903452519e-07, "loss": 0.7682, "step": 1171 }, { "epoch": 1.1535433070866141, "grad_norm": 10.269407272338867, "learning_rate": 9.844125075196983e-07, "loss": 0.4076, "step": 1172 }, { "epoch": 1.154527559055118, "grad_norm": 14.624336242675781, "learning_rate": 9.842216820612438e-07, "loss": 0.6429, "step": 1173 }, { "epoch": 1.155511811023622, "grad_norm": 16.956457138061523, "learning_rate": 9.840297144215615e-07, "loss": 1.1348, "step": 1174 }, { "epoch": 1.156496062992126, "grad_norm": 16.757246017456055, "learning_rate": 9.838366050550287e-07, "loss": 0.4246, "step": 1175 }, { "epoch": 1.1574803149606299, "grad_norm": 15.031197547912598, "learning_rate": 9.836423544187245e-07, "loss": 0.8091, "step": 1176 }, { "epoch": 1.1584645669291338, "grad_norm": 10.670025825500488, "learning_rate": 9.834469629724293e-07, "loss": 0.3452, "step": 1177 }, { "epoch": 1.1594488188976377, "grad_norm": 13.752747535705566, "learning_rate": 9.832504311786238e-07, "loss": 0.7898, "step": 1178 }, { "epoch": 1.1604330708661417, "grad_norm": 14.414322853088379, "learning_rate": 9.830527595024885e-07, "loss": 0.5909, "step": 1179 }, { "epoch": 1.1614173228346456, "grad_norm": 17.380176544189453, "learning_rate": 9.82853948411901e-07, "loss": 1.0561, "step": 1180 }, { "epoch": 1.1624015748031495, "grad_norm": 18.22872543334961, "learning_rate": 9.826539983774365e-07, "loss": 1.0296, "step": 1181 }, { "epoch": 1.1633858267716535, "grad_norm": 11.854442596435547, "learning_rate": 9.824529098723657e-07, "loss": 0.5792, "step": 1182 }, { "epoch": 1.1643700787401574, "grad_norm": 13.676430702209473, "learning_rate": 9.822506833726537e-07, "loss": 0.5314, "step": 1183 }, { "epoch": 1.1653543307086613, "grad_norm": 17.245376586914062, "learning_rate": 9.8204731935696e-07, "loss": 0.8981, "step": 1184 }, { "epoch": 1.1663385826771653, "grad_norm": 16.515378952026367, "learning_rate": 9.818428183066356e-07, "loss": 0.8561, "step": 1185 }, { "epoch": 1.1673228346456692, "grad_norm": 10.962270736694336, "learning_rate": 9.816371807057237e-07, "loss": 0.6095, "step": 1186 }, { "epoch": 1.1683070866141732, "grad_norm": 14.608488082885742, "learning_rate": 9.81430407040957e-07, "loss": 0.9399, "step": 1187 }, { "epoch": 1.169291338582677, "grad_norm": 16.92159080505371, "learning_rate": 9.812224978017573e-07, "loss": 1.1345, "step": 1188 }, { "epoch": 1.170275590551181, "grad_norm": 13.052497863769531, "learning_rate": 9.810134534802346e-07, "loss": 0.4627, "step": 1189 }, { "epoch": 1.171259842519685, "grad_norm": 10.044450759887695, "learning_rate": 9.80803274571185e-07, "loss": 0.6207, "step": 1190 }, { "epoch": 1.172244094488189, "grad_norm": 13.393180847167969, "learning_rate": 9.80591961572091e-07, "loss": 0.6967, "step": 1191 }, { "epoch": 1.1732283464566928, "grad_norm": 10.935124397277832, "learning_rate": 9.803795149831183e-07, "loss": 0.498, "step": 1192 }, { "epoch": 1.1742125984251968, "grad_norm": 12.005045890808105, "learning_rate": 9.801659353071165e-07, "loss": 0.7233, "step": 1193 }, { "epoch": 1.1751968503937007, "grad_norm": 9.3803129196167, "learning_rate": 9.799512230496172e-07, "loss": 0.443, "step": 1194 }, { "epoch": 1.1761811023622046, "grad_norm": 9.84170913696289, "learning_rate": 9.79735378718832e-07, "loss": 0.6022, "step": 1195 }, { "epoch": 1.1771653543307086, "grad_norm": 12.042092323303223, "learning_rate": 9.795184028256534e-07, "loss": 0.5702, "step": 1196 }, { "epoch": 1.1781496062992125, "grad_norm": 14.674236297607422, "learning_rate": 9.793002958836506e-07, "loss": 0.8733, "step": 1197 }, { "epoch": 1.1791338582677164, "grad_norm": 11.526865005493164, "learning_rate": 9.790810584090712e-07, "loss": 0.432, "step": 1198 }, { "epoch": 1.1801181102362204, "grad_norm": 12.801411628723145, "learning_rate": 9.78860690920838e-07, "loss": 0.6508, "step": 1199 }, { "epoch": 1.1811023622047245, "grad_norm": 18.136734008789062, "learning_rate": 9.78639193940549e-07, "loss": 0.8595, "step": 1200 }, { "epoch": 1.1820866141732282, "grad_norm": 13.083518981933594, "learning_rate": 9.784165679924752e-07, "loss": 0.6948, "step": 1201 }, { "epoch": 1.1830708661417324, "grad_norm": 14.338788986206055, "learning_rate": 9.781928136035604e-07, "loss": 0.6306, "step": 1202 }, { "epoch": 1.1840551181102361, "grad_norm": 12.982590675354004, "learning_rate": 9.779679313034182e-07, "loss": 0.9615, "step": 1203 }, { "epoch": 1.1850393700787403, "grad_norm": 11.232832908630371, "learning_rate": 9.777419216243333e-07, "loss": 0.5652, "step": 1204 }, { "epoch": 1.186023622047244, "grad_norm": 12.041215896606445, "learning_rate": 9.77514785101258e-07, "loss": 0.4482, "step": 1205 }, { "epoch": 1.1870078740157481, "grad_norm": 16.642314910888672, "learning_rate": 9.77286522271812e-07, "loss": 0.8112, "step": 1206 }, { "epoch": 1.1879921259842519, "grad_norm": 15.4851713180542, "learning_rate": 9.77057133676281e-07, "loss": 0.6432, "step": 1207 }, { "epoch": 1.188976377952756, "grad_norm": 12.808008193969727, "learning_rate": 9.768266198576147e-07, "loss": 0.6797, "step": 1208 }, { "epoch": 1.1899606299212597, "grad_norm": 11.812533378601074, "learning_rate": 9.765949813614273e-07, "loss": 0.4737, "step": 1209 }, { "epoch": 1.1909448818897639, "grad_norm": 11.782402992248535, "learning_rate": 9.763622187359942e-07, "loss": 0.5752, "step": 1210 }, { "epoch": 1.1919291338582676, "grad_norm": 11.302077293395996, "learning_rate": 9.761283325322515e-07, "loss": 0.4858, "step": 1211 }, { "epoch": 1.1929133858267718, "grad_norm": 8.972127914428711, "learning_rate": 9.758933233037952e-07, "loss": 0.4213, "step": 1212 }, { "epoch": 1.1938976377952755, "grad_norm": 10.73824691772461, "learning_rate": 9.756571916068793e-07, "loss": 0.3251, "step": 1213 }, { "epoch": 1.1948818897637796, "grad_norm": 16.07195472717285, "learning_rate": 9.754199380004145e-07, "loss": 0.8442, "step": 1214 }, { "epoch": 1.1958661417322836, "grad_norm": 11.785378456115723, "learning_rate": 9.75181563045967e-07, "loss": 0.4813, "step": 1215 }, { "epoch": 1.1968503937007875, "grad_norm": 11.342597007751465, "learning_rate": 9.749420673077574e-07, "loss": 0.4635, "step": 1216 }, { "epoch": 1.1978346456692914, "grad_norm": 11.755318641662598, "learning_rate": 9.747014513526588e-07, "loss": 0.4121, "step": 1217 }, { "epoch": 1.1988188976377954, "grad_norm": 16.061979293823242, "learning_rate": 9.744597157501957e-07, "loss": 0.8145, "step": 1218 }, { "epoch": 1.1998031496062993, "grad_norm": 20.689319610595703, "learning_rate": 9.742168610725437e-07, "loss": 1.7243, "step": 1219 }, { "epoch": 1.2007874015748032, "grad_norm": 18.057886123657227, "learning_rate": 9.73972887894526e-07, "loss": 1.0789, "step": 1220 }, { "epoch": 1.2017716535433072, "grad_norm": 15.676920890808105, "learning_rate": 9.737277967936137e-07, "loss": 0.9369, "step": 1221 }, { "epoch": 1.202755905511811, "grad_norm": 11.642635345458984, "learning_rate": 9.734815883499241e-07, "loss": 0.3984, "step": 1222 }, { "epoch": 1.203740157480315, "grad_norm": 13.799805641174316, "learning_rate": 9.73234263146219e-07, "loss": 0.9133, "step": 1223 }, { "epoch": 1.204724409448819, "grad_norm": 15.339109420776367, "learning_rate": 9.72985821767904e-07, "loss": 0.9049, "step": 1224 }, { "epoch": 1.204724409448819, "eval_Qnli-dev_cosine_accuracy": 0.693359375, "eval_Qnli-dev_cosine_accuracy_threshold": 0.8382962346076965, "eval_Qnli-dev_cosine_ap": 0.7133253547180689, "eval_Qnli-dev_cosine_f1": 0.7109515260323159, "eval_Qnli-dev_cosine_f1_threshold": 0.8057848215103149, "eval_Qnli-dev_cosine_precision": 0.616822429906542, "eval_Qnli-dev_cosine_recall": 0.8389830508474576, "eval_Qnli-dev_dot_accuracy": 0.693359375, "eval_Qnli-dev_dot_accuracy_threshold": 643.9669189453125, "eval_Qnli-dev_dot_ap": 0.7134047131919685, "eval_Qnli-dev_dot_f1": 0.7109515260323159, "eval_Qnli-dev_dot_f1_threshold": 619.1158447265625, "eval_Qnli-dev_dot_precision": 0.616822429906542, "eval_Qnli-dev_dot_recall": 0.8389830508474576, "eval_Qnli-dev_euclidean_accuracy": 0.693359375, "eval_Qnli-dev_euclidean_accuracy_threshold": 15.761869430541992, "eval_Qnli-dev_euclidean_ap": 0.7135035257803053, "eval_Qnli-dev_euclidean_f1": 0.7096774193548387, "eval_Qnli-dev_euclidean_f1_threshold": 17.31216049194336, "eval_Qnli-dev_euclidean_precision": 0.6149068322981367, "eval_Qnli-dev_euclidean_recall": 0.8389830508474576, "eval_Qnli-dev_manhattan_accuracy": 0.693359375, "eval_Qnli-dev_manhattan_accuracy_threshold": 344.0986328125, "eval_Qnli-dev_manhattan_ap": 0.714158789767608, "eval_Qnli-dev_manhattan_f1": 0.7094474153297684, "eval_Qnli-dev_manhattan_f1_threshold": 386.4290771484375, "eval_Qnli-dev_manhattan_precision": 0.6123076923076923, "eval_Qnli-dev_manhattan_recall": 0.8432203389830508, "eval_Qnli-dev_max_accuracy": 0.693359375, "eval_Qnli-dev_max_accuracy_threshold": 643.9669189453125, "eval_Qnli-dev_max_ap": 0.714158789767608, "eval_Qnli-dev_max_f1": 0.7109515260323159, "eval_Qnli-dev_max_f1_threshold": 619.1158447265625, "eval_Qnli-dev_max_precision": 0.616822429906542, "eval_Qnli-dev_max_recall": 0.8432203389830508, "eval_allNLI-dev_cosine_accuracy": 0.69140625, "eval_allNLI-dev_cosine_accuracy_threshold": 0.9378935098648071, "eval_allNLI-dev_cosine_ap": 0.5137236413286866, "eval_allNLI-dev_cosine_f1": 0.5607476635514018, "eval_allNLI-dev_cosine_f1_threshold": 0.844283401966095, "eval_allNLI-dev_cosine_precision": 0.4143646408839779, "eval_allNLI-dev_cosine_recall": 0.8670520231213873, "eval_allNLI-dev_dot_accuracy": 0.69140625, "eval_allNLI-dev_dot_accuracy_threshold": 721.7477416992188, "eval_allNLI-dev_dot_ap": 0.5133162898135143, "eval_allNLI-dev_dot_f1": 0.5607476635514018, "eval_allNLI-dev_dot_f1_threshold": 648.6195068359375, "eval_allNLI-dev_dot_precision": 0.4143646408839779, "eval_allNLI-dev_dot_recall": 0.8670520231213873, "eval_allNLI-dev_euclidean_accuracy": 0.69140625, "eval_allNLI-dev_euclidean_accuracy_threshold": 9.768742561340332, "eval_allNLI-dev_euclidean_ap": 0.5137088223264205, "eval_allNLI-dev_euclidean_f1": 0.5607476635514018, "eval_allNLI-dev_euclidean_f1_threshold": 15.467927932739258, "eval_allNLI-dev_euclidean_precision": 0.4143646408839779, "eval_allNLI-dev_euclidean_recall": 0.8670520231213873, "eval_allNLI-dev_manhattan_accuracy": 0.69140625, "eval_allNLI-dev_manhattan_accuracy_threshold": 213.49217224121094, "eval_allNLI-dev_manhattan_ap": 0.5139763222738567, "eval_allNLI-dev_manhattan_f1": 0.5612052730696798, "eval_allNLI-dev_manhattan_f1_threshold": 336.9559631347656, "eval_allNLI-dev_manhattan_precision": 0.41620111731843573, "eval_allNLI-dev_manhattan_recall": 0.861271676300578, "eval_allNLI-dev_max_accuracy": 0.69140625, "eval_allNLI-dev_max_accuracy_threshold": 721.7477416992188, "eval_allNLI-dev_max_ap": 0.5139763222738567, "eval_allNLI-dev_max_f1": 0.5612052730696798, "eval_allNLI-dev_max_f1_threshold": 648.6195068359375, "eval_allNLI-dev_max_precision": 0.41620111731843573, "eval_allNLI-dev_max_recall": 0.8670520231213873, "eval_loss": 0.9805020093917847, "eval_runtime": 50.2249, "eval_samples_per_second": 33.131, "eval_sequential_score": 0.714158789767608, "eval_steps_per_second": 0.139, "eval_sts-test_pearson_cosine": 0.6277143846962348, "eval_sts-test_pearson_dot": 0.6275456185076753, "eval_sts-test_pearson_euclidean": 0.6547007840503307, "eval_sts-test_pearson_manhattan": 0.6560218429796432, "eval_sts-test_pearson_max": 0.6560218429796432, "eval_sts-test_spearman_cosine": 0.6501180426970528, "eval_sts-test_spearman_dot": 0.6498629605071217, "eval_sts-test_spearman_euclidean": 0.6501079289119782, "eval_sts-test_spearman_manhattan": 0.650492521252376, "eval_sts-test_spearman_max": 0.650492521252376, "step": 1224 }, { "epoch": 1.205708661417323, "grad_norm": 18.853090286254883, "learning_rate": 9.727362648030254e-07, "loss": 1.5579, "step": 1225 }, { "epoch": 1.2066929133858268, "grad_norm": 11.721993446350098, "learning_rate": 9.724855928422714e-07, "loss": 0.5835, "step": 1226 }, { "epoch": 1.2076771653543308, "grad_norm": 13.666594505310059, "learning_rate": 9.722338064789688e-07, "loss": 0.9229, "step": 1227 }, { "epoch": 1.2086614173228347, "grad_norm": 11.524203300476074, "learning_rate": 9.719809063090818e-07, "loss": 0.657, "step": 1228 }, { "epoch": 1.2096456692913387, "grad_norm": 12.093695640563965, "learning_rate": 9.717268929312112e-07, "loss": 0.8755, "step": 1229 }, { "epoch": 1.2106299212598426, "grad_norm": 14.301728248596191, "learning_rate": 9.714717669465932e-07, "loss": 0.7818, "step": 1230 }, { "epoch": 1.2116141732283465, "grad_norm": 10.158224105834961, "learning_rate": 9.712155289590964e-07, "loss": 0.4695, "step": 1231 }, { "epoch": 1.2125984251968505, "grad_norm": 10.989998817443848, "learning_rate": 9.709581795752225e-07, "loss": 0.4954, "step": 1232 }, { "epoch": 1.2135826771653544, "grad_norm": 11.121186256408691, "learning_rate": 9.70699719404103e-07, "loss": 0.6049, "step": 1233 }, { "epoch": 1.2145669291338583, "grad_norm": 10.738130569458008, "learning_rate": 9.704401490574993e-07, "loss": 0.5966, "step": 1234 }, { "epoch": 1.2155511811023623, "grad_norm": 13.900117874145508, "learning_rate": 9.701794691497997e-07, "loss": 0.7618, "step": 1235 }, { "epoch": 1.2165354330708662, "grad_norm": 14.386923789978027, "learning_rate": 9.699176802980199e-07, "loss": 0.7156, "step": 1236 }, { "epoch": 1.2175196850393701, "grad_norm": 14.443093299865723, "learning_rate": 9.69654783121799e-07, "loss": 0.951, "step": 1237 }, { "epoch": 1.218503937007874, "grad_norm": 11.733538627624512, "learning_rate": 9.693907782434008e-07, "loss": 0.7208, "step": 1238 }, { "epoch": 1.219488188976378, "grad_norm": 8.966593742370605, "learning_rate": 9.691256662877099e-07, "loss": 0.4287, "step": 1239 }, { "epoch": 1.220472440944882, "grad_norm": 17.972139358520508, "learning_rate": 9.688594478822317e-07, "loss": 1.2094, "step": 1240 }, { "epoch": 1.2214566929133859, "grad_norm": 12.227025032043457, "learning_rate": 9.685921236570914e-07, "loss": 0.5808, "step": 1241 }, { "epoch": 1.2224409448818898, "grad_norm": 17.6931095123291, "learning_rate": 9.683236942450294e-07, "loss": 0.932, "step": 1242 }, { "epoch": 1.2234251968503937, "grad_norm": 12.494466781616211, "learning_rate": 9.680541602814047e-07, "loss": 0.6208, "step": 1243 }, { "epoch": 1.2244094488188977, "grad_norm": 13.920388221740723, "learning_rate": 9.677835224041885e-07, "loss": 1.0067, "step": 1244 }, { "epoch": 1.2253937007874016, "grad_norm": 14.761850357055664, "learning_rate": 9.67511781253966e-07, "loss": 1.0854, "step": 1245 }, { "epoch": 1.2263779527559056, "grad_norm": 10.390329360961914, "learning_rate": 9.67238937473934e-07, "loss": 0.3263, "step": 1246 }, { "epoch": 1.2273622047244095, "grad_norm": 11.141219139099121, "learning_rate": 9.669649917098983e-07, "loss": 0.5505, "step": 1247 }, { "epoch": 1.2283464566929134, "grad_norm": 15.410104751586914, "learning_rate": 9.666899446102736e-07, "loss": 0.8948, "step": 1248 }, { "epoch": 1.2293307086614174, "grad_norm": 13.195194244384766, "learning_rate": 9.664137968260814e-07, "loss": 0.7472, "step": 1249 }, { "epoch": 1.2303149606299213, "grad_norm": 15.664710998535156, "learning_rate": 9.661365490109482e-07, "loss": 1.1227, "step": 1250 }, { "epoch": 1.2312992125984252, "grad_norm": 9.55164909362793, "learning_rate": 9.658582018211045e-07, "loss": 0.289, "step": 1251 }, { "epoch": 1.2322834645669292, "grad_norm": 13.60750675201416, "learning_rate": 9.655787559153824e-07, "loss": 0.941, "step": 1252 }, { "epoch": 1.233267716535433, "grad_norm": 10.023324012756348, "learning_rate": 9.652982119552154e-07, "loss": 0.4583, "step": 1253 }, { "epoch": 1.234251968503937, "grad_norm": 13.188741683959961, "learning_rate": 9.650165706046359e-07, "loss": 0.6132, "step": 1254 }, { "epoch": 1.235236220472441, "grad_norm": 14.773223876953125, "learning_rate": 9.64733832530273e-07, "loss": 0.688, "step": 1255 }, { "epoch": 1.236220472440945, "grad_norm": 10.513198852539062, "learning_rate": 9.644499984013525e-07, "loss": 0.403, "step": 1256 }, { "epoch": 1.2372047244094488, "grad_norm": 12.736245155334473, "learning_rate": 9.64165068889694e-07, "loss": 0.6865, "step": 1257 }, { "epoch": 1.2381889763779528, "grad_norm": 15.945908546447754, "learning_rate": 9.6387904466971e-07, "loss": 1.0758, "step": 1258 }, { "epoch": 1.2391732283464567, "grad_norm": 11.326615333557129, "learning_rate": 9.635919264184043e-07, "loss": 0.4865, "step": 1259 }, { "epoch": 1.2401574803149606, "grad_norm": 15.17660140991211, "learning_rate": 9.6330371481537e-07, "loss": 0.6469, "step": 1260 }, { "epoch": 1.2411417322834646, "grad_norm": 9.221441268920898, "learning_rate": 9.630144105427883e-07, "loss": 0.2623, "step": 1261 }, { "epoch": 1.2421259842519685, "grad_norm": 16.187929153442383, "learning_rate": 9.627240142854262e-07, "loss": 1.0156, "step": 1262 }, { "epoch": 1.2431102362204725, "grad_norm": 14.63491153717041, "learning_rate": 9.624325267306357e-07, "loss": 0.7141, "step": 1263 }, { "epoch": 1.2440944881889764, "grad_norm": 15.21778678894043, "learning_rate": 9.621399485683523e-07, "loss": 0.6317, "step": 1264 }, { "epoch": 1.2450787401574803, "grad_norm": 15.638778686523438, "learning_rate": 9.618462804910917e-07, "loss": 0.5897, "step": 1265 }, { "epoch": 1.2460629921259843, "grad_norm": 17.20949935913086, "learning_rate": 9.61551523193951e-07, "loss": 0.8692, "step": 1266 }, { "epoch": 1.2470472440944882, "grad_norm": 22.7119083404541, "learning_rate": 9.612556773746038e-07, "loss": 1.1336, "step": 1267 }, { "epoch": 1.2480314960629921, "grad_norm": 9.964015007019043, "learning_rate": 9.609587437333011e-07, "loss": 0.2962, "step": 1268 }, { "epoch": 1.249015748031496, "grad_norm": 13.330865859985352, "learning_rate": 9.606607229728688e-07, "loss": 0.6667, "step": 1269 }, { "epoch": 1.25, "grad_norm": 14.649953842163086, "learning_rate": 9.603616157987054e-07, "loss": 0.4759, "step": 1270 }, { "epoch": 1.250984251968504, "grad_norm": 9.555685997009277, "learning_rate": 9.600614229187812e-07, "loss": 0.3171, "step": 1271 }, { "epoch": 1.2519685039370079, "grad_norm": 10.980401039123535, "learning_rate": 9.597601450436364e-07, "loss": 0.3023, "step": 1272 }, { "epoch": 1.2529527559055118, "grad_norm": 19.766407012939453, "learning_rate": 9.594577828863794e-07, "loss": 1.6589, "step": 1273 }, { "epoch": 1.2539370078740157, "grad_norm": 11.739914894104004, "learning_rate": 9.591543371626842e-07, "loss": 0.5558, "step": 1274 }, { "epoch": 1.2549212598425197, "grad_norm": 15.003819465637207, "learning_rate": 9.588498085907905e-07, "loss": 0.6133, "step": 1275 }, { "epoch": 1.2559055118110236, "grad_norm": 17.301162719726562, "learning_rate": 9.585441978915008e-07, "loss": 1.0877, "step": 1276 }, { "epoch": 1.2568897637795275, "grad_norm": 9.885178565979004, "learning_rate": 9.582375057881785e-07, "loss": 0.4351, "step": 1277 }, { "epoch": 1.2578740157480315, "grad_norm": 9.31080150604248, "learning_rate": 9.579297330067476e-07, "loss": 0.5071, "step": 1278 }, { "epoch": 1.2588582677165354, "grad_norm": 12.793647766113281, "learning_rate": 9.576208802756888e-07, "loss": 0.706, "step": 1279 }, { "epoch": 1.2598425196850394, "grad_norm": 10.657276153564453, "learning_rate": 9.5731094832604e-07, "loss": 0.5484, "step": 1280 }, { "epoch": 1.2608267716535433, "grad_norm": 13.734872817993164, "learning_rate": 9.569999378913925e-07, "loss": 0.7437, "step": 1281 }, { "epoch": 1.2618110236220472, "grad_norm": 8.950067520141602, "learning_rate": 9.566878497078914e-07, "loss": 0.3304, "step": 1282 }, { "epoch": 1.2627952755905512, "grad_norm": 13.826399803161621, "learning_rate": 9.563746845142326e-07, "loss": 0.6643, "step": 1283 }, { "epoch": 1.263779527559055, "grad_norm": 17.823461532592773, "learning_rate": 9.5606044305166e-07, "loss": 0.671, "step": 1284 }, { "epoch": 1.264763779527559, "grad_norm": 14.35014820098877, "learning_rate": 9.557451260639665e-07, "loss": 0.5944, "step": 1285 }, { "epoch": 1.265748031496063, "grad_norm": 13.089896202087402, "learning_rate": 9.5542873429749e-07, "loss": 0.4285, "step": 1286 }, { "epoch": 1.266732283464567, "grad_norm": 15.769146919250488, "learning_rate": 9.551112685011127e-07, "loss": 1.1699, "step": 1287 }, { "epoch": 1.2677165354330708, "grad_norm": 14.079538345336914, "learning_rate": 9.547927294262583e-07, "loss": 0.852, "step": 1288 }, { "epoch": 1.2687007874015748, "grad_norm": 11.764381408691406, "learning_rate": 9.544731178268913e-07, "loss": 0.7029, "step": 1289 }, { "epoch": 1.2696850393700787, "grad_norm": 13.370294570922852, "learning_rate": 9.54152434459515e-07, "loss": 0.6146, "step": 1290 }, { "epoch": 1.2706692913385826, "grad_norm": 13.992321968078613, "learning_rate": 9.538306800831695e-07, "loss": 0.8509, "step": 1291 }, { "epoch": 1.2716535433070866, "grad_norm": 9.824807167053223, "learning_rate": 9.535078554594293e-07, "loss": 0.3799, "step": 1292 }, { "epoch": 1.2726377952755905, "grad_norm": 11.534995079040527, "learning_rate": 9.531839613524029e-07, "loss": 0.6748, "step": 1293 }, { "epoch": 1.2736220472440944, "grad_norm": 10.216886520385742, "learning_rate": 9.528589985287297e-07, "loss": 0.5403, "step": 1294 }, { "epoch": 1.2746062992125984, "grad_norm": 14.406759262084961, "learning_rate": 9.525329677575787e-07, "loss": 0.9597, "step": 1295 }, { "epoch": 1.2755905511811023, "grad_norm": 11.903914451599121, "learning_rate": 9.522058698106475e-07, "loss": 0.5739, "step": 1296 }, { "epoch": 1.2765748031496063, "grad_norm": 8.298938751220703, "learning_rate": 9.518777054621582e-07, "loss": 0.3519, "step": 1297 }, { "epoch": 1.2775590551181102, "grad_norm": 18.943220138549805, "learning_rate": 9.515484754888582e-07, "loss": 1.0849, "step": 1298 }, { "epoch": 1.2785433070866141, "grad_norm": 11.27268123626709, "learning_rate": 9.512181806700167e-07, "loss": 0.5726, "step": 1299 }, { "epoch": 1.279527559055118, "grad_norm": 14.286341667175293, "learning_rate": 9.508868217874233e-07, "loss": 0.8147, "step": 1300 }, { "epoch": 1.280511811023622, "grad_norm": 11.98044490814209, "learning_rate": 9.505543996253865e-07, "loss": 0.6012, "step": 1301 }, { "epoch": 1.281496062992126, "grad_norm": 11.58612060546875, "learning_rate": 9.502209149707312e-07, "loss": 0.5484, "step": 1302 }, { "epoch": 1.2824803149606299, "grad_norm": 15.902400970458984, "learning_rate": 9.498863686127971e-07, "loss": 0.831, "step": 1303 }, { "epoch": 1.2834645669291338, "grad_norm": 12.765377044677734, "learning_rate": 9.495507613434374e-07, "loss": 0.5111, "step": 1304 }, { "epoch": 1.2844488188976377, "grad_norm": 12.77717399597168, "learning_rate": 9.492140939570159e-07, "loss": 0.7046, "step": 1305 }, { "epoch": 1.2854330708661417, "grad_norm": 21.239530563354492, "learning_rate": 9.488763672504058e-07, "loss": 1.3873, "step": 1306 }, { "epoch": 1.2864173228346456, "grad_norm": 13.046000480651855, "learning_rate": 9.485375820229876e-07, "loss": 0.504, "step": 1307 }, { "epoch": 1.2874015748031495, "grad_norm": 14.194633483886719, "learning_rate": 9.481977390766475e-07, "loss": 0.5431, "step": 1308 }, { "epoch": 1.2883858267716535, "grad_norm": 13.691484451293945, "learning_rate": 9.47856839215775e-07, "loss": 0.6305, "step": 1309 }, { "epoch": 1.2893700787401574, "grad_norm": 14.59090518951416, "learning_rate": 9.475148832472613e-07, "loss": 1.0762, "step": 1310 }, { "epoch": 1.2903543307086613, "grad_norm": 10.760035514831543, "learning_rate": 9.471718719804975e-07, "loss": 0.5877, "step": 1311 }, { "epoch": 1.2913385826771653, "grad_norm": 16.073673248291016, "learning_rate": 9.468278062273726e-07, "loss": 0.9715, "step": 1312 }, { "epoch": 1.2923228346456692, "grad_norm": 12.38337230682373, "learning_rate": 9.464826868022709e-07, "loss": 0.6389, "step": 1313 }, { "epoch": 1.2933070866141732, "grad_norm": 14.141475677490234, "learning_rate": 9.461365145220715e-07, "loss": 0.9998, "step": 1314 }, { "epoch": 1.294291338582677, "grad_norm": 7.767505168914795, "learning_rate": 9.457892902061452e-07, "loss": 0.3464, "step": 1315 }, { "epoch": 1.295275590551181, "grad_norm": 12.913028717041016, "learning_rate": 9.454410146763525e-07, "loss": 0.8084, "step": 1316 }, { "epoch": 1.296259842519685, "grad_norm": 13.283123016357422, "learning_rate": 9.450916887570429e-07, "loss": 0.8931, "step": 1317 }, { "epoch": 1.297244094488189, "grad_norm": 11.093908309936523, "learning_rate": 9.447413132750515e-07, "loss": 0.7312, "step": 1318 }, { "epoch": 1.298228346456693, "grad_norm": 9.144620895385742, "learning_rate": 9.443898890596977e-07, "loss": 0.4963, "step": 1319 }, { "epoch": 1.2992125984251968, "grad_norm": 9.624670028686523, "learning_rate": 9.440374169427834e-07, "loss": 0.6836, "step": 1320 }, { "epoch": 1.300196850393701, "grad_norm": 13.262110710144043, "learning_rate": 9.43683897758591e-07, "loss": 0.9576, "step": 1321 }, { "epoch": 1.3011811023622046, "grad_norm": 9.179229736328125, "learning_rate": 9.433293323438807e-07, "loss": 0.3098, "step": 1322 }, { "epoch": 1.3021653543307088, "grad_norm": 9.003008842468262, "learning_rate": 9.429737215378894e-07, "loss": 0.4355, "step": 1323 }, { "epoch": 1.3031496062992125, "grad_norm": 9.560617446899414, "learning_rate": 9.426170661823285e-07, "loss": 0.479, "step": 1324 }, { "epoch": 1.3041338582677167, "grad_norm": 13.863944053649902, "learning_rate": 9.422593671213816e-07, "loss": 0.9156, "step": 1325 }, { "epoch": 1.3051181102362204, "grad_norm": 15.559622764587402, "learning_rate": 9.419006252017027e-07, "loss": 0.8502, "step": 1326 }, { "epoch": 1.3061023622047245, "grad_norm": 14.897092819213867, "learning_rate": 9.415408412724141e-07, "loss": 1.1117, "step": 1327 }, { "epoch": 1.3070866141732282, "grad_norm": 14.557184219360352, "learning_rate": 9.411800161851048e-07, "loss": 0.6265, "step": 1328 }, { "epoch": 1.3080708661417324, "grad_norm": 14.032054901123047, "learning_rate": 9.408181507938279e-07, "loss": 0.8953, "step": 1329 }, { "epoch": 1.3090551181102361, "grad_norm": 9.538619041442871, "learning_rate": 9.404552459550988e-07, "loss": 0.3273, "step": 1330 }, { "epoch": 1.3100393700787403, "grad_norm": 12.876323699951172, "learning_rate": 9.400913025278937e-07, "loss": 0.5961, "step": 1331 }, { "epoch": 1.311023622047244, "grad_norm": 12.061412811279297, "learning_rate": 9.397263213736464e-07, "loss": 0.496, "step": 1332 }, { "epoch": 1.3120078740157481, "grad_norm": 15.20823860168457, "learning_rate": 9.393603033562471e-07, "loss": 0.7741, "step": 1333 }, { "epoch": 1.3129921259842519, "grad_norm": 14.523262977600098, "learning_rate": 9.389932493420407e-07, "loss": 0.7729, "step": 1334 }, { "epoch": 1.313976377952756, "grad_norm": 13.138249397277832, "learning_rate": 9.386251601998239e-07, "loss": 0.6344, "step": 1335 }, { "epoch": 1.3149606299212597, "grad_norm": 12.543108940124512, "learning_rate": 9.38256036800843e-07, "loss": 0.7011, "step": 1336 }, { "epoch": 1.3159448818897639, "grad_norm": 12.87456226348877, "learning_rate": 9.378858800187935e-07, "loss": 0.8326, "step": 1337 }, { "epoch": 1.3169291338582676, "grad_norm": 16.89803123474121, "learning_rate": 9.375146907298157e-07, "loss": 1.0148, "step": 1338 }, { "epoch": 1.3179133858267718, "grad_norm": 12.465119361877441, "learning_rate": 9.371424698124945e-07, "loss": 0.6185, "step": 1339 }, { "epoch": 1.3188976377952755, "grad_norm": 12.81068229675293, "learning_rate": 9.367692181478564e-07, "loss": 0.6741, "step": 1340 }, { "epoch": 1.3198818897637796, "grad_norm": 12.96876335144043, "learning_rate": 9.363949366193673e-07, "loss": 0.5321, "step": 1341 }, { "epoch": 1.3208661417322833, "grad_norm": 11.544039726257324, "learning_rate": 9.360196261129313e-07, "loss": 0.4967, "step": 1342 }, { "epoch": 1.3218503937007875, "grad_norm": 12.825027465820312, "learning_rate": 9.356432875168876e-07, "loss": 0.5539, "step": 1343 }, { "epoch": 1.3228346456692912, "grad_norm": 8.391443252563477, "learning_rate": 9.352659217220091e-07, "loss": 0.3033, "step": 1344 }, { "epoch": 1.3238188976377954, "grad_norm": 10.91363525390625, "learning_rate": 9.348875296215001e-07, "loss": 0.3676, "step": 1345 }, { "epoch": 1.324803149606299, "grad_norm": 14.17178726196289, "learning_rate": 9.345081121109935e-07, "loss": 0.9113, "step": 1346 }, { "epoch": 1.3257874015748032, "grad_norm": 10.456360816955566, "learning_rate": 9.341276700885501e-07, "loss": 0.4146, "step": 1347 }, { "epoch": 1.326771653543307, "grad_norm": 8.266129493713379, "learning_rate": 9.337462044546548e-07, "loss": 0.2253, "step": 1348 }, { "epoch": 1.327755905511811, "grad_norm": 12.939192771911621, "learning_rate": 9.333637161122166e-07, "loss": 0.6699, "step": 1349 }, { "epoch": 1.328740157480315, "grad_norm": 10.262524604797363, "learning_rate": 9.329802059665637e-07, "loss": 0.3462, "step": 1350 }, { "epoch": 1.329724409448819, "grad_norm": 18.28936004638672, "learning_rate": 9.325956749254437e-07, "loss": 0.9698, "step": 1351 }, { "epoch": 1.330708661417323, "grad_norm": 17.049875259399414, "learning_rate": 9.322101238990206e-07, "loss": 0.8619, "step": 1352 }, { "epoch": 1.3316929133858268, "grad_norm": 11.190884590148926, "learning_rate": 9.318235537998726e-07, "loss": 0.5379, "step": 1353 }, { "epoch": 1.3326771653543308, "grad_norm": 19.294692993164062, "learning_rate": 9.314359655429897e-07, "loss": 0.948, "step": 1354 }, { "epoch": 1.3336614173228347, "grad_norm": 10.547256469726562, "learning_rate": 9.310473600457721e-07, "loss": 0.6026, "step": 1355 }, { "epoch": 1.3346456692913387, "grad_norm": 11.508523941040039, "learning_rate": 9.306577382280277e-07, "loss": 0.485, "step": 1356 }, { "epoch": 1.3356299212598426, "grad_norm": 15.994858741760254, "learning_rate": 9.3026710101197e-07, "loss": 0.9165, "step": 1357 }, { "epoch": 1.3366141732283465, "grad_norm": 13.161906242370605, "learning_rate": 9.298754493222155e-07, "loss": 0.4844, "step": 1358 }, { "epoch": 1.3375984251968505, "grad_norm": 17.234201431274414, "learning_rate": 9.294827840857827e-07, "loss": 0.7272, "step": 1359 }, { "epoch": 1.3385826771653544, "grad_norm": 15.099180221557617, "learning_rate": 9.290891062320884e-07, "loss": 0.9066, "step": 1360 }, { "epoch": 1.3395669291338583, "grad_norm": 18.66205406188965, "learning_rate": 9.286944166929466e-07, "loss": 1.0294, "step": 1361 }, { "epoch": 1.3405511811023623, "grad_norm": 11.537887573242188, "learning_rate": 9.282987164025658e-07, "loss": 0.3974, "step": 1362 }, { "epoch": 1.3415354330708662, "grad_norm": 15.751293182373047, "learning_rate": 9.279020062975465e-07, "loss": 0.9056, "step": 1363 }, { "epoch": 1.3425196850393701, "grad_norm": 13.901390075683594, "learning_rate": 9.275042873168802e-07, "loss": 0.7404, "step": 1364 }, { "epoch": 1.343503937007874, "grad_norm": 12.27584457397461, "learning_rate": 9.271055604019458e-07, "loss": 0.58, "step": 1365 }, { "epoch": 1.344488188976378, "grad_norm": 13.272692680358887, "learning_rate": 9.267058264965076e-07, "loss": 0.7247, "step": 1366 }, { "epoch": 1.345472440944882, "grad_norm": 10.464261054992676, "learning_rate": 9.263050865467143e-07, "loss": 0.629, "step": 1367 }, { "epoch": 1.3464566929133859, "grad_norm": 13.73171329498291, "learning_rate": 9.259033415010952e-07, "loss": 0.848, "step": 1368 }, { "epoch": 1.3474409448818898, "grad_norm": 12.19621753692627, "learning_rate": 9.255005923105587e-07, "loss": 0.7288, "step": 1369 }, { "epoch": 1.3484251968503937, "grad_norm": 15.977216720581055, "learning_rate": 9.250968399283902e-07, "loss": 1.0294, "step": 1370 }, { "epoch": 1.3494094488188977, "grad_norm": 10.58302116394043, "learning_rate": 9.24692085310249e-07, "loss": 0.715, "step": 1371 }, { "epoch": 1.3503937007874016, "grad_norm": 12.168503761291504, "learning_rate": 9.242863294141675e-07, "loss": 0.9057, "step": 1372 }, { "epoch": 1.3513779527559056, "grad_norm": 10.93958568572998, "learning_rate": 9.238795732005475e-07, "loss": 0.6427, "step": 1373 }, { "epoch": 1.3523622047244095, "grad_norm": 12.779228210449219, "learning_rate": 9.234718176321586e-07, "loss": 0.6787, "step": 1374 }, { "epoch": 1.3533464566929134, "grad_norm": 12.067599296569824, "learning_rate": 9.230630636741358e-07, "loss": 0.5274, "step": 1375 }, { "epoch": 1.3543307086614174, "grad_norm": 11.218463897705078, "learning_rate": 9.226533122939772e-07, "loss": 0.3804, "step": 1376 }, { "epoch": 1.3553149606299213, "grad_norm": 14.325352668762207, "learning_rate": 9.222425644615421e-07, "loss": 0.7182, "step": 1377 }, { "epoch": 1.3553149606299213, "eval_Qnli-dev_cosine_accuracy": 0.6796875, "eval_Qnli-dev_cosine_accuracy_threshold": 0.853144109249115, "eval_Qnli-dev_cosine_ap": 0.7179080331231261, "eval_Qnli-dev_cosine_f1": 0.6722408026755853, "eval_Qnli-dev_cosine_f1_threshold": 0.7798495292663574, "eval_Qnli-dev_cosine_precision": 0.5552486187845304, "eval_Qnli-dev_cosine_recall": 0.8516949152542372, "eval_Qnli-dev_dot_accuracy": 0.6796875, "eval_Qnli-dev_dot_accuracy_threshold": 654.5177001953125, "eval_Qnli-dev_dot_ap": 0.717394020945829, "eval_Qnli-dev_dot_f1": 0.6722408026755853, "eval_Qnli-dev_dot_f1_threshold": 598.5498657226562, "eval_Qnli-dev_dot_precision": 0.5552486187845304, "eval_Qnli-dev_dot_recall": 0.8516949152542372, "eval_Qnli-dev_euclidean_accuracy": 0.6796875, "eval_Qnli-dev_euclidean_accuracy_threshold": 15.011018753051758, "eval_Qnli-dev_euclidean_ap": 0.7178790801062136, "eval_Qnli-dev_euclidean_f1": 0.6722408026755853, "eval_Qnli-dev_euclidean_f1_threshold": 18.383129119873047, "eval_Qnli-dev_euclidean_precision": 0.5552486187845304, "eval_Qnli-dev_euclidean_recall": 0.8516949152542372, "eval_Qnli-dev_manhattan_accuracy": 0.681640625, "eval_Qnli-dev_manhattan_accuracy_threshold": 343.0353698730469, "eval_Qnli-dev_manhattan_ap": 0.7157757013285855, "eval_Qnli-dev_manhattan_f1": 0.6722689075630252, "eval_Qnli-dev_manhattan_f1_threshold": 403.62115478515625, "eval_Qnli-dev_manhattan_precision": 0.5571030640668524, "eval_Qnli-dev_manhattan_recall": 0.847457627118644, "eval_Qnli-dev_max_accuracy": 0.681640625, "eval_Qnli-dev_max_accuracy_threshold": 654.5177001953125, "eval_Qnli-dev_max_ap": 0.7179080331231261, "eval_Qnli-dev_max_f1": 0.6722689075630252, "eval_Qnli-dev_max_f1_threshold": 598.5498657226562, "eval_Qnli-dev_max_precision": 0.5571030640668524, "eval_Qnli-dev_max_recall": 0.8516949152542372, "eval_allNLI-dev_cosine_accuracy": 0.708984375, "eval_allNLI-dev_cosine_accuracy_threshold": 0.9117740392684937, "eval_allNLI-dev_cosine_ap": 0.5411955037630216, "eval_allNLI-dev_cosine_f1": 0.5541125541125541, "eval_allNLI-dev_cosine_f1_threshold": 0.8525219559669495, "eval_allNLI-dev_cosine_precision": 0.4429065743944637, "eval_allNLI-dev_cosine_recall": 0.7398843930635838, "eval_allNLI-dev_dot_accuracy": 0.7109375, "eval_allNLI-dev_dot_accuracy_threshold": 698.7433471679688, "eval_allNLI-dev_dot_ap": 0.5420203919369292, "eval_allNLI-dev_dot_f1": 0.5550660792951542, "eval_allNLI-dev_dot_f1_threshold": 656.9251708984375, "eval_allNLI-dev_dot_precision": 0.4483985765124555, "eval_allNLI-dev_dot_recall": 0.7283236994219653, "eval_allNLI-dev_euclidean_accuracy": 0.708984375, "eval_allNLI-dev_euclidean_accuracy_threshold": 11.635345458984375, "eval_allNLI-dev_euclidean_ap": 0.5412314172441877, "eval_allNLI-dev_euclidean_f1": 0.5541125541125541, "eval_allNLI-dev_euclidean_f1_threshold": 15.043611526489258, "eval_allNLI-dev_euclidean_precision": 0.4429065743944637, "eval_allNLI-dev_euclidean_recall": 0.7398843930635838, "eval_allNLI-dev_manhattan_accuracy": 0.7109375, "eval_allNLI-dev_manhattan_accuracy_threshold": 256.5762939453125, "eval_allNLI-dev_manhattan_ap": 0.5402439631602882, "eval_allNLI-dev_manhattan_f1": 0.5557986870897156, "eval_allNLI-dev_manhattan_f1_threshold": 328.49932861328125, "eval_allNLI-dev_manhattan_precision": 0.4471830985915493, "eval_allNLI-dev_manhattan_recall": 0.7341040462427746, "eval_allNLI-dev_max_accuracy": 0.7109375, "eval_allNLI-dev_max_accuracy_threshold": 698.7433471679688, "eval_allNLI-dev_max_ap": 0.5420203919369292, "eval_allNLI-dev_max_f1": 0.5557986870897156, "eval_allNLI-dev_max_f1_threshold": 656.9251708984375, "eval_allNLI-dev_max_precision": 0.4483985765124555, "eval_allNLI-dev_max_recall": 0.7398843930635838, "eval_loss": 0.9106085896492004, "eval_runtime": 50.1244, "eval_samples_per_second": 33.197, "eval_sequential_score": 0.7179080331231261, "eval_steps_per_second": 0.14, "eval_sts-test_pearson_cosine": 0.6743663504496755, "eval_sts-test_pearson_dot": 0.6743355546121415, "eval_sts-test_pearson_euclidean": 0.695890205831361, "eval_sts-test_pearson_manhattan": 0.6970364427571867, "eval_sts-test_pearson_max": 0.6970364427571867, "eval_sts-test_spearman_cosine": 0.6833160946913416, "eval_sts-test_spearman_dot": 0.6834700837817894, "eval_sts-test_spearman_euclidean": 0.683329520069759, "eval_sts-test_spearman_manhattan": 0.6844960064491873, "eval_sts-test_spearman_max": 0.6844960064491873, "step": 1377 }, { "epoch": 1.3562992125984252, "grad_norm": 9.487778663635254, "learning_rate": 9.218308211490479e-07, "loss": 0.2835, "step": 1378 }, { "epoch": 1.3572834645669292, "grad_norm": 17.76441764831543, "learning_rate": 9.214180833310684e-07, "loss": 0.9879, "step": 1379 }, { "epoch": 1.358267716535433, "grad_norm": 13.848097801208496, "learning_rate": 9.210043519845313e-07, "loss": 0.7156, "step": 1380 }, { "epoch": 1.359251968503937, "grad_norm": 13.420242309570312, "learning_rate": 9.205896280887163e-07, "loss": 0.6815, "step": 1381 }, { "epoch": 1.360236220472441, "grad_norm": 19.13620948791504, "learning_rate": 9.201739126252518e-07, "loss": 1.3848, "step": 1382 }, { "epoch": 1.361220472440945, "grad_norm": 8.881099700927734, "learning_rate": 9.197572065781133e-07, "loss": 0.3454, "step": 1383 }, { "epoch": 1.3622047244094488, "grad_norm": 18.03289222717285, "learning_rate": 9.193395109336216e-07, "loss": 0.767, "step": 1384 }, { "epoch": 1.3631889763779528, "grad_norm": 20.932422637939453, "learning_rate": 9.189208266804389e-07, "loss": 1.4349, "step": 1385 }, { "epoch": 1.3641732283464567, "grad_norm": 18.77211570739746, "learning_rate": 9.185011548095682e-07, "loss": 1.0088, "step": 1386 }, { "epoch": 1.3651574803149606, "grad_norm": 16.08696937561035, "learning_rate": 9.180804963143496e-07, "loss": 0.8369, "step": 1387 }, { "epoch": 1.3661417322834646, "grad_norm": 16.0799503326416, "learning_rate": 9.176588521904588e-07, "loss": 0.8239, "step": 1388 }, { "epoch": 1.3671259842519685, "grad_norm": 11.53136157989502, "learning_rate": 9.172362234359041e-07, "loss": 0.712, "step": 1389 }, { "epoch": 1.3681102362204725, "grad_norm": 12.719602584838867, "learning_rate": 9.168126110510246e-07, "loss": 0.6316, "step": 1390 }, { "epoch": 1.3690944881889764, "grad_norm": 11.988082885742188, "learning_rate": 9.163880160384877e-07, "loss": 0.539, "step": 1391 }, { "epoch": 1.3700787401574803, "grad_norm": 16.022050857543945, "learning_rate": 9.159624394032864e-07, "loss": 0.9446, "step": 1392 }, { "epoch": 1.3710629921259843, "grad_norm": 7.294853687286377, "learning_rate": 9.155358821527371e-07, "loss": 0.3727, "step": 1393 }, { "epoch": 1.3720472440944882, "grad_norm": 10.92911434173584, "learning_rate": 9.151083452964775e-07, "loss": 0.7056, "step": 1394 }, { "epoch": 1.3730314960629921, "grad_norm": 13.118983268737793, "learning_rate": 9.146798298464642e-07, "loss": 0.7193, "step": 1395 }, { "epoch": 1.374015748031496, "grad_norm": 16.991138458251953, "learning_rate": 9.14250336816969e-07, "loss": 1.1535, "step": 1396 }, { "epoch": 1.375, "grad_norm": 8.522515296936035, "learning_rate": 9.13819867224579e-07, "loss": 0.469, "step": 1397 }, { "epoch": 1.375984251968504, "grad_norm": 7.388733863830566, "learning_rate": 9.133884220881917e-07, "loss": 0.3409, "step": 1398 }, { "epoch": 1.3769685039370079, "grad_norm": 8.352952003479004, "learning_rate": 9.129560024290145e-07, "loss": 0.3558, "step": 1399 }, { "epoch": 1.3779527559055118, "grad_norm": 13.402681350708008, "learning_rate": 9.125226092705603e-07, "loss": 0.8896, "step": 1400 }, { "epoch": 1.3789370078740157, "grad_norm": 10.454214096069336, "learning_rate": 9.120882436386474e-07, "loss": 0.5629, "step": 1401 }, { "epoch": 1.3799212598425197, "grad_norm": 13.530871391296387, "learning_rate": 9.116529065613954e-07, "loss": 0.8229, "step": 1402 }, { "epoch": 1.3809055118110236, "grad_norm": 13.828805923461914, "learning_rate": 9.112165990692231e-07, "loss": 0.5177, "step": 1403 }, { "epoch": 1.3818897637795275, "grad_norm": 16.07158088684082, "learning_rate": 9.107793221948464e-07, "loss": 0.8918, "step": 1404 }, { "epoch": 1.3828740157480315, "grad_norm": 10.79946231842041, "learning_rate": 9.103410769732755e-07, "loss": 0.4176, "step": 1405 }, { "epoch": 1.3838582677165354, "grad_norm": 11.43078899383545, "learning_rate": 9.099018644418133e-07, "loss": 0.5783, "step": 1406 }, { "epoch": 1.3848425196850394, "grad_norm": 14.772703170776367, "learning_rate": 9.094616856400512e-07, "loss": 0.6884, "step": 1407 }, { "epoch": 1.3858267716535433, "grad_norm": 16.311328887939453, "learning_rate": 9.090205416098685e-07, "loss": 0.584, "step": 1408 }, { "epoch": 1.3868110236220472, "grad_norm": 10.50403881072998, "learning_rate": 9.08578433395429e-07, "loss": 0.2709, "step": 1409 }, { "epoch": 1.3877952755905512, "grad_norm": 15.796014785766602, "learning_rate": 9.081353620431783e-07, "loss": 1.0391, "step": 1410 }, { "epoch": 1.388779527559055, "grad_norm": 15.348348617553711, "learning_rate": 9.07691328601842e-07, "loss": 0.7955, "step": 1411 }, { "epoch": 1.389763779527559, "grad_norm": 10.050495147705078, "learning_rate": 9.072463341224232e-07, "loss": 0.3269, "step": 1412 }, { "epoch": 1.390748031496063, "grad_norm": 19.240175247192383, "learning_rate": 9.068003796581991e-07, "loss": 1.1099, "step": 1413 }, { "epoch": 1.391732283464567, "grad_norm": 14.656514167785645, "learning_rate": 9.063534662647195e-07, "loss": 0.666, "step": 1414 }, { "epoch": 1.3927165354330708, "grad_norm": 10.956231117248535, "learning_rate": 9.059055949998039e-07, "loss": 0.3297, "step": 1415 }, { "epoch": 1.3937007874015748, "grad_norm": 11.060700416564941, "learning_rate": 9.05456766923539e-07, "loss": 0.6201, "step": 1416 }, { "epoch": 1.3946850393700787, "grad_norm": 11.633536338806152, "learning_rate": 9.05006983098276e-07, "loss": 0.563, "step": 1417 }, { "epoch": 1.3956692913385826, "grad_norm": 12.422494888305664, "learning_rate": 9.045562445886289e-07, "loss": 0.4748, "step": 1418 }, { "epoch": 1.3966535433070866, "grad_norm": 7.529232501983643, "learning_rate": 9.041045524614707e-07, "loss": 0.2349, "step": 1419 }, { "epoch": 1.3976377952755905, "grad_norm": 17.310638427734375, "learning_rate": 9.03651907785932e-07, "loss": 0.9462, "step": 1420 }, { "epoch": 1.3986220472440944, "grad_norm": 8.823171615600586, "learning_rate": 9.03198311633398e-07, "loss": 0.3161, "step": 1421 }, { "epoch": 1.3996062992125984, "grad_norm": 11.668909072875977, "learning_rate": 9.027437650775055e-07, "loss": 0.572, "step": 1422 }, { "epoch": 1.4005905511811023, "grad_norm": 9.653392791748047, "learning_rate": 9.022882691941417e-07, "loss": 0.2561, "step": 1423 }, { "epoch": 1.4015748031496063, "grad_norm": 10.670364379882812, "learning_rate": 9.018318250614402e-07, "loss": 0.3842, "step": 1424 }, { "epoch": 1.4025590551181102, "grad_norm": 15.111839294433594, "learning_rate": 9.01374433759779e-07, "loss": 0.5957, "step": 1425 }, { "epoch": 1.4035433070866141, "grad_norm": 16.207548141479492, "learning_rate": 9.009160963717784e-07, "loss": 0.7951, "step": 1426 }, { "epoch": 1.404527559055118, "grad_norm": 5.495473861694336, "learning_rate": 9.004568139822978e-07, "loss": 0.1247, "step": 1427 }, { "epoch": 1.405511811023622, "grad_norm": 17.916967391967773, "learning_rate": 8.999965876784333e-07, "loss": 1.1933, "step": 1428 }, { "epoch": 1.406496062992126, "grad_norm": 9.349445343017578, "learning_rate": 8.995354185495155e-07, "loss": 0.3577, "step": 1429 }, { "epoch": 1.4074803149606299, "grad_norm": 8.227457046508789, "learning_rate": 8.990733076871063e-07, "loss": 0.2469, "step": 1430 }, { "epoch": 1.4084645669291338, "grad_norm": 16.075143814086914, "learning_rate": 8.986102561849967e-07, "loss": 0.6525, "step": 1431 }, { "epoch": 1.4094488188976377, "grad_norm": 20.092731475830078, "learning_rate": 8.981462651392041e-07, "loss": 1.0177, "step": 1432 }, { "epoch": 1.4104330708661417, "grad_norm": 21.532272338867188, "learning_rate": 8.9768133564797e-07, "loss": 1.1509, "step": 1433 }, { "epoch": 1.4114173228346456, "grad_norm": 16.083892822265625, "learning_rate": 8.972154688117568e-07, "loss": 0.4675, "step": 1434 }, { "epoch": 1.4124015748031495, "grad_norm": 16.772615432739258, "learning_rate": 8.967486657332462e-07, "loss": 0.6547, "step": 1435 }, { "epoch": 1.4133858267716535, "grad_norm": 14.79323959350586, "learning_rate": 8.962809275173347e-07, "loss": 0.5524, "step": 1436 }, { "epoch": 1.4143700787401574, "grad_norm": 16.565717697143555, "learning_rate": 8.958122552711336e-07, "loss": 1.0243, "step": 1437 }, { "epoch": 1.4153543307086613, "grad_norm": 15.325310707092285, "learning_rate": 8.953426501039641e-07, "loss": 0.806, "step": 1438 }, { "epoch": 1.4163385826771653, "grad_norm": 9.061014175415039, "learning_rate": 8.94872113127356e-07, "loss": 0.2455, "step": 1439 }, { "epoch": 1.4173228346456692, "grad_norm": 12.157710075378418, "learning_rate": 8.944006454550443e-07, "loss": 0.5622, "step": 1440 }, { "epoch": 1.4183070866141732, "grad_norm": 8.2247314453125, "learning_rate": 8.939282482029671e-07, "loss": 0.2282, "step": 1441 }, { "epoch": 1.419291338582677, "grad_norm": 9.974912643432617, "learning_rate": 8.934549224892629e-07, "loss": 0.3157, "step": 1442 }, { "epoch": 1.420275590551181, "grad_norm": 12.080114364624023, "learning_rate": 8.929806694342677e-07, "loss": 0.6138, "step": 1443 }, { "epoch": 1.421259842519685, "grad_norm": 9.459236145019531, "learning_rate": 8.925054901605124e-07, "loss": 0.3076, "step": 1444 }, { "epoch": 1.422244094488189, "grad_norm": 13.363850593566895, "learning_rate": 8.9202938579272e-07, "loss": 0.6837, "step": 1445 }, { "epoch": 1.423228346456693, "grad_norm": 9.763716697692871, "learning_rate": 8.915523574578038e-07, "loss": 0.3984, "step": 1446 }, { "epoch": 1.4242125984251968, "grad_norm": 18.2073917388916, "learning_rate": 8.910744062848633e-07, "loss": 1.1718, "step": 1447 }, { "epoch": 1.425196850393701, "grad_norm": 12.019681930541992, "learning_rate": 8.90595533405183e-07, "loss": 0.5737, "step": 1448 }, { "epoch": 1.4261811023622046, "grad_norm": 17.33150863647461, "learning_rate": 8.901157399522286e-07, "loss": 1.1418, "step": 1449 }, { "epoch": 1.4271653543307088, "grad_norm": 11.90988826751709, "learning_rate": 8.896350270616449e-07, "loss": 0.6953, "step": 1450 }, { "epoch": 1.4281496062992125, "grad_norm": 10.953588485717773, "learning_rate": 8.891533958712529e-07, "loss": 0.5401, "step": 1451 }, { "epoch": 1.4291338582677167, "grad_norm": 10.7542724609375, "learning_rate": 8.88670847521047e-07, "loss": 0.6473, "step": 1452 }, { "epoch": 1.4301181102362204, "grad_norm": 9.825413703918457, "learning_rate": 8.881873831531928e-07, "loss": 0.7759, "step": 1453 }, { "epoch": 1.4311023622047245, "grad_norm": 11.431859970092773, "learning_rate": 8.877030039120242e-07, "loss": 0.7438, "step": 1454 }, { "epoch": 1.4320866141732282, "grad_norm": 11.18675422668457, "learning_rate": 8.872177109440398e-07, "loss": 0.9636, "step": 1455 }, { "epoch": 1.4330708661417324, "grad_norm": 11.937495231628418, "learning_rate": 8.867315053979016e-07, "loss": 0.8507, "step": 1456 }, { "epoch": 1.4340551181102361, "grad_norm": 12.715885162353516, "learning_rate": 8.862443884244314e-07, "loss": 0.8462, "step": 1457 }, { "epoch": 1.4350393700787403, "grad_norm": 8.754853248596191, "learning_rate": 8.857563611766085e-07, "loss": 0.3837, "step": 1458 }, { "epoch": 1.436023622047244, "grad_norm": 9.570255279541016, "learning_rate": 8.852674248095663e-07, "loss": 0.2155, "step": 1459 }, { "epoch": 1.4370078740157481, "grad_norm": 11.375158309936523, "learning_rate": 8.847775804805907e-07, "loss": 0.7255, "step": 1460 }, { "epoch": 1.4379921259842519, "grad_norm": 12.96324634552002, "learning_rate": 8.84286829349116e-07, "loss": 0.6524, "step": 1461 }, { "epoch": 1.438976377952756, "grad_norm": 9.111471176147461, "learning_rate": 8.837951725767234e-07, "loss": 0.3466, "step": 1462 }, { "epoch": 1.4399606299212597, "grad_norm": 10.544808387756348, "learning_rate": 8.833026113271374e-07, "loss": 0.2716, "step": 1463 }, { "epoch": 1.4409448818897639, "grad_norm": 8.537788391113281, "learning_rate": 8.828091467662234e-07, "loss": 0.3398, "step": 1464 }, { "epoch": 1.4419291338582676, "grad_norm": 14.746088027954102, "learning_rate": 8.82314780061985e-07, "loss": 0.5691, "step": 1465 }, { "epoch": 1.4429133858267718, "grad_norm": 17.383953094482422, "learning_rate": 8.81819512384561e-07, "loss": 0.865, "step": 1466 }, { "epoch": 1.4438976377952755, "grad_norm": 11.366089820861816, "learning_rate": 8.813233449062229e-07, "loss": 0.3672, "step": 1467 }, { "epoch": 1.4448818897637796, "grad_norm": 10.128392219543457, "learning_rate": 8.808262788013718e-07, "loss": 0.3376, "step": 1468 }, { "epoch": 1.4458661417322833, "grad_norm": 14.306221008300781, "learning_rate": 8.803283152465357e-07, "loss": 0.8082, "step": 1469 }, { "epoch": 1.4468503937007875, "grad_norm": 15.288216590881348, "learning_rate": 8.798294554203674e-07, "loss": 0.8659, "step": 1470 }, { "epoch": 1.4478346456692912, "grad_norm": 17.740705490112305, "learning_rate": 8.793297005036402e-07, "loss": 0.6866, "step": 1471 }, { "epoch": 1.4488188976377954, "grad_norm": 18.309263229370117, "learning_rate": 8.788290516792471e-07, "loss": 0.8329, "step": 1472 }, { "epoch": 1.449803149606299, "grad_norm": 14.249978065490723, "learning_rate": 8.783275101321962e-07, "loss": 0.3695, "step": 1473 }, { "epoch": 1.4507874015748032, "grad_norm": 17.316293716430664, "learning_rate": 8.778250770496084e-07, "loss": 0.8269, "step": 1474 }, { "epoch": 1.451771653543307, "grad_norm": 16.028146743774414, "learning_rate": 8.773217536207158e-07, "loss": 0.6318, "step": 1475 }, { "epoch": 1.452755905511811, "grad_norm": 10.932854652404785, "learning_rate": 8.76817541036857e-07, "loss": 0.4768, "step": 1476 }, { "epoch": 1.453740157480315, "grad_norm": 21.78103256225586, "learning_rate": 8.763124404914754e-07, "loss": 1.113, "step": 1477 }, { "epoch": 1.454724409448819, "grad_norm": 7.4316725730896, "learning_rate": 8.758064531801166e-07, "loss": 0.2887, "step": 1478 }, { "epoch": 1.455708661417323, "grad_norm": 15.07807445526123, "learning_rate": 8.752995803004247e-07, "loss": 0.5199, "step": 1479 }, { "epoch": 1.4566929133858268, "grad_norm": 15.122557640075684, "learning_rate": 8.747918230521398e-07, "loss": 0.6446, "step": 1480 }, { "epoch": 1.4576771653543308, "grad_norm": 10.244226455688477, "learning_rate": 8.742831826370956e-07, "loss": 0.3986, "step": 1481 }, { "epoch": 1.4586614173228347, "grad_norm": 11.979135513305664, "learning_rate": 8.737736602592158e-07, "loss": 0.479, "step": 1482 }, { "epoch": 1.4596456692913387, "grad_norm": 9.878643035888672, "learning_rate": 8.732632571245121e-07, "loss": 0.404, "step": 1483 }, { "epoch": 1.4606299212598426, "grad_norm": 12.459001541137695, "learning_rate": 8.727519744410806e-07, "loss": 0.7923, "step": 1484 }, { "epoch": 1.4616141732283465, "grad_norm": 11.021946907043457, "learning_rate": 8.722398134190995e-07, "loss": 0.4652, "step": 1485 }, { "epoch": 1.4625984251968505, "grad_norm": 9.663249969482422, "learning_rate": 8.717267752708257e-07, "loss": 0.2954, "step": 1486 }, { "epoch": 1.4635826771653544, "grad_norm": 11.624634742736816, "learning_rate": 8.712128612105924e-07, "loss": 0.553, "step": 1487 }, { "epoch": 1.4645669291338583, "grad_norm": 10.029973983764648, "learning_rate": 8.706980724548058e-07, "loss": 0.4778, "step": 1488 }, { "epoch": 1.4655511811023623, "grad_norm": 14.350408554077148, "learning_rate": 8.701824102219428e-07, "loss": 0.7567, "step": 1489 }, { "epoch": 1.4665354330708662, "grad_norm": 8.486898422241211, "learning_rate": 8.696658757325474e-07, "loss": 0.3517, "step": 1490 }, { "epoch": 1.4675196850393701, "grad_norm": 11.681425094604492, "learning_rate": 8.691484702092286e-07, "loss": 0.4175, "step": 1491 }, { "epoch": 1.468503937007874, "grad_norm": 10.027353286743164, "learning_rate": 8.686301948766568e-07, "loss": 0.4908, "step": 1492 }, { "epoch": 1.469488188976378, "grad_norm": 9.131977081298828, "learning_rate": 8.681110509615612e-07, "loss": 0.2792, "step": 1493 }, { "epoch": 1.470472440944882, "grad_norm": 9.341715812683105, "learning_rate": 8.675910396927269e-07, "loss": 0.4523, "step": 1494 }, { "epoch": 1.4714566929133859, "grad_norm": 14.984341621398926, "learning_rate": 8.670701623009921e-07, "loss": 0.5355, "step": 1495 }, { "epoch": 1.4724409448818898, "grad_norm": 13.480386734008789, "learning_rate": 8.66548420019245e-07, "loss": 0.5229, "step": 1496 }, { "epoch": 1.4734251968503937, "grad_norm": 17.546493530273438, "learning_rate": 8.66025814082421e-07, "loss": 0.6926, "step": 1497 }, { "epoch": 1.4744094488188977, "grad_norm": 16.34644317626953, "learning_rate": 8.655023457274994e-07, "loss": 0.8461, "step": 1498 }, { "epoch": 1.4753937007874016, "grad_norm": 9.8609619140625, "learning_rate": 8.649780161935012e-07, "loss": 0.2661, "step": 1499 }, { "epoch": 1.4763779527559056, "grad_norm": 15.149656295776367, "learning_rate": 8.644528267214859e-07, "loss": 0.6715, "step": 1500 }, { "epoch": 1.4773622047244095, "grad_norm": 8.556966781616211, "learning_rate": 8.639267785545478e-07, "loss": 0.2671, "step": 1501 }, { "epoch": 1.4783464566929134, "grad_norm": 17.204381942749023, "learning_rate": 8.63399872937814e-07, "loss": 1.0064, "step": 1502 }, { "epoch": 1.4793307086614174, "grad_norm": 14.100544929504395, "learning_rate": 8.628721111184414e-07, "loss": 0.7656, "step": 1503 }, { "epoch": 1.4803149606299213, "grad_norm": 8.810201644897461, "learning_rate": 8.623434943456132e-07, "loss": 0.2789, "step": 1504 }, { "epoch": 1.4812992125984252, "grad_norm": 11.421368598937988, "learning_rate": 8.61814023870536e-07, "loss": 0.6413, "step": 1505 }, { "epoch": 1.4822834645669292, "grad_norm": 10.439610481262207, "learning_rate": 8.612837009464377e-07, "loss": 0.3223, "step": 1506 }, { "epoch": 1.483267716535433, "grad_norm": 11.429130554199219, "learning_rate": 8.607525268285634e-07, "loss": 0.464, "step": 1507 }, { "epoch": 1.484251968503937, "grad_norm": 12.121988296508789, "learning_rate": 8.602205027741731e-07, "loss": 0.6149, "step": 1508 }, { "epoch": 1.485236220472441, "grad_norm": 13.45350456237793, "learning_rate": 8.596876300425384e-07, "loss": 0.8092, "step": 1509 }, { "epoch": 1.486220472440945, "grad_norm": 10.397159576416016, "learning_rate": 8.591539098949401e-07, "loss": 0.4549, "step": 1510 }, { "epoch": 1.4872047244094488, "grad_norm": 11.52188777923584, "learning_rate": 8.586193435946641e-07, "loss": 0.6682, "step": 1511 }, { "epoch": 1.4881889763779528, "grad_norm": 10.674049377441406, "learning_rate": 8.580839324069998e-07, "loss": 0.5025, "step": 1512 }, { "epoch": 1.4891732283464567, "grad_norm": 8.651293754577637, "learning_rate": 8.57547677599236e-07, "loss": 0.1873, "step": 1513 }, { "epoch": 1.4901574803149606, "grad_norm": 16.00859260559082, "learning_rate": 8.570105804406583e-07, "loss": 0.9181, "step": 1514 }, { "epoch": 1.4911417322834646, "grad_norm": 9.345109939575195, "learning_rate": 8.564726422025462e-07, "loss": 0.3487, "step": 1515 }, { "epoch": 1.4921259842519685, "grad_norm": 14.682822227478027, "learning_rate": 8.5593386415817e-07, "loss": 0.8338, "step": 1516 }, { "epoch": 1.4931102362204725, "grad_norm": 13.973051071166992, "learning_rate": 8.553942475827879e-07, "loss": 0.8586, "step": 1517 }, { "epoch": 1.4940944881889764, "grad_norm": 13.441484451293945, "learning_rate": 8.548537937536425e-07, "loss": 0.6894, "step": 1518 }, { "epoch": 1.4950787401574803, "grad_norm": 15.134810447692871, "learning_rate": 8.543125039499582e-07, "loss": 0.7321, "step": 1519 }, { "epoch": 1.4960629921259843, "grad_norm": 11.011528968811035, "learning_rate": 8.537703794529387e-07, "loss": 0.33, "step": 1520 }, { "epoch": 1.4970472440944882, "grad_norm": 17.388662338256836, "learning_rate": 8.532274215457625e-07, "loss": 0.7501, "step": 1521 }, { "epoch": 1.4980314960629921, "grad_norm": 14.477554321289062, "learning_rate": 8.526836315135815e-07, "loss": 0.6217, "step": 1522 }, { "epoch": 1.499015748031496, "grad_norm": 12.057535171508789, "learning_rate": 8.521390106435168e-07, "loss": 0.6856, "step": 1523 }, { "epoch": 1.5, "grad_norm": 11.690994262695312, "learning_rate": 8.515935602246558e-07, "loss": 0.4751, "step": 1524 }, { "epoch": 1.500984251968504, "grad_norm": 12.48520278930664, "learning_rate": 8.510472815480498e-07, "loss": 0.4743, "step": 1525 }, { "epoch": 1.5019685039370079, "grad_norm": 9.85148811340332, "learning_rate": 8.505001759067106e-07, "loss": 0.3669, "step": 1526 }, { "epoch": 1.5029527559055118, "grad_norm": 10.154548645019531, "learning_rate": 8.499522445956071e-07, "loss": 0.5173, "step": 1527 }, { "epoch": 1.5039370078740157, "grad_norm": 12.616178512573242, "learning_rate": 8.494034889116626e-07, "loss": 0.5997, "step": 1528 }, { "epoch": 1.5049212598425197, "grad_norm": 9.951362609863281, "learning_rate": 8.488539101537518e-07, "loss": 0.5956, "step": 1529 }, { "epoch": 1.5059055118110236, "grad_norm": 9.793926239013672, "learning_rate": 8.483035096226975e-07, "loss": 0.3, "step": 1530 }, { "epoch": 1.5059055118110236, "eval_Qnli-dev_cosine_accuracy": 0.673828125, "eval_Qnli-dev_cosine_accuracy_threshold": 0.8367668986320496, "eval_Qnli-dev_cosine_ap": 0.692443142157041, "eval_Qnli-dev_cosine_f1": 0.6955074875207986, "eval_Qnli-dev_cosine_f1_threshold": 0.7842345237731934, "eval_Qnli-dev_cosine_precision": 0.5726027397260274, "eval_Qnli-dev_cosine_recall": 0.885593220338983, "eval_Qnli-dev_dot_accuracy": 0.671875, "eval_Qnli-dev_dot_accuracy_threshold": 664.6419677734375, "eval_Qnli-dev_dot_ap": 0.6914995082305544, "eval_Qnli-dev_dot_f1": 0.6955074875207986, "eval_Qnli-dev_dot_f1_threshold": 600.91162109375, "eval_Qnli-dev_dot_precision": 0.5726027397260274, "eval_Qnli-dev_dot_recall": 0.885593220338983, "eval_Qnli-dev_euclidean_accuracy": 0.673828125, "eval_Qnli-dev_euclidean_accuracy_threshold": 15.815683364868164, "eval_Qnli-dev_euclidean_ap": 0.6924753355581168, "eval_Qnli-dev_euclidean_f1": 0.6955074875207986, "eval_Qnli-dev_euclidean_f1_threshold": 18.18395233154297, "eval_Qnli-dev_euclidean_precision": 0.5726027397260274, "eval_Qnli-dev_euclidean_recall": 0.885593220338983, "eval_Qnli-dev_manhattan_accuracy": 0.6796875, "eval_Qnli-dev_manhattan_accuracy_threshold": 314.6761169433594, "eval_Qnli-dev_manhattan_ap": 0.6938588857164959, "eval_Qnli-dev_manhattan_f1": 0.6910299003322258, "eval_Qnli-dev_manhattan_f1_threshold": 402.5721435546875, "eval_Qnli-dev_manhattan_precision": 0.5683060109289617, "eval_Qnli-dev_manhattan_recall": 0.8813559322033898, "eval_Qnli-dev_max_accuracy": 0.6796875, "eval_Qnli-dev_max_accuracy_threshold": 664.6419677734375, "eval_Qnli-dev_max_ap": 0.6938588857164959, "eval_Qnli-dev_max_f1": 0.6955074875207986, "eval_Qnli-dev_max_f1_threshold": 600.91162109375, "eval_Qnli-dev_max_precision": 0.5726027397260274, "eval_Qnli-dev_max_recall": 0.885593220338983, "eval_allNLI-dev_cosine_accuracy": 0.69140625, "eval_allNLI-dev_cosine_accuracy_threshold": 0.9463135600090027, "eval_allNLI-dev_cosine_ap": 0.5314451457789088, "eval_allNLI-dev_cosine_f1": 0.5584905660377358, "eval_allNLI-dev_cosine_f1_threshold": 0.8485152721405029, "eval_allNLI-dev_cosine_precision": 0.41456582633053224, "eval_allNLI-dev_cosine_recall": 0.8554913294797688, "eval_allNLI-dev_dot_accuracy": 0.69140625, "eval_allNLI-dev_dot_accuracy_threshold": 725.194091796875, "eval_allNLI-dev_dot_ap": 0.5315330035625176, "eval_allNLI-dev_dot_f1": 0.5582417582417583, "eval_allNLI-dev_dot_f1_threshold": 668.3628540039062, "eval_allNLI-dev_dot_precision": 0.450354609929078, "eval_allNLI-dev_dot_recall": 0.7341040462427746, "eval_allNLI-dev_euclidean_accuracy": 0.69140625, "eval_allNLI-dev_euclidean_accuracy_threshold": 9.070939064025879, "eval_allNLI-dev_euclidean_ap": 0.5313673193329587, "eval_allNLI-dev_euclidean_f1": 0.5584905660377358, "eval_allNLI-dev_euclidean_f1_threshold": 15.238346099853516, "eval_allNLI-dev_euclidean_precision": 0.41456582633053224, "eval_allNLI-dev_euclidean_recall": 0.8554913294797688, "eval_allNLI-dev_manhattan_accuracy": 0.69140625, "eval_allNLI-dev_manhattan_accuracy_threshold": 200.66372680664062, "eval_allNLI-dev_manhattan_ap": 0.5306649040508786, "eval_allNLI-dev_manhattan_f1": 0.5594713656387665, "eval_allNLI-dev_manhattan_f1_threshold": 307.2613525390625, "eval_allNLI-dev_manhattan_precision": 0.45195729537366547, "eval_allNLI-dev_manhattan_recall": 0.7341040462427746, "eval_allNLI-dev_max_accuracy": 0.69140625, "eval_allNLI-dev_max_accuracy_threshold": 725.194091796875, "eval_allNLI-dev_max_ap": 0.5315330035625176, "eval_allNLI-dev_max_f1": 0.5594713656387665, "eval_allNLI-dev_max_f1_threshold": 668.3628540039062, "eval_allNLI-dev_max_precision": 0.45195729537366547, "eval_allNLI-dev_max_recall": 0.8554913294797688, "eval_loss": 0.9290673136711121, "eval_runtime": 50.5796, "eval_samples_per_second": 32.899, "eval_sequential_score": 0.6938588857164959, "eval_steps_per_second": 0.138, "eval_sts-test_pearson_cosine": 0.6456792798211939, "eval_sts-test_pearson_dot": 0.6455590013984889, "eval_sts-test_pearson_euclidean": 0.6713297771774944, "eval_sts-test_pearson_manhattan": 0.6717117227082865, "eval_sts-test_pearson_max": 0.6717117227082865, "eval_sts-test_spearman_cosine": 0.6659394036493681, "eval_sts-test_spearman_dot": 0.6656832026779024, "eval_sts-test_spearman_euclidean": 0.6658860601457895, "eval_sts-test_spearman_manhattan": 0.6661336241238068, "eval_sts-test_spearman_max": 0.6661336241238068, "step": 1530 }, { "epoch": 1.5068897637795275, "grad_norm": 11.409811973571777, "learning_rate": 8.477522886212673e-07, "loss": 0.4104, "step": 1531 }, { "epoch": 1.5078740157480315, "grad_norm": 7.25697135925293, "learning_rate": 8.472002484541711e-07, "loss": 0.1822, "step": 1532 }, { "epoch": 1.5088582677165354, "grad_norm": 10.846244812011719, "learning_rate": 8.466473904280579e-07, "loss": 0.5589, "step": 1533 }, { "epoch": 1.5098425196850394, "grad_norm": 12.356818199157715, "learning_rate": 8.46093715851512e-07, "loss": 0.7207, "step": 1534 }, { "epoch": 1.5108267716535433, "grad_norm": 8.84495735168457, "learning_rate": 8.455392260350507e-07, "loss": 0.5159, "step": 1535 }, { "epoch": 1.5118110236220472, "grad_norm": 13.065821647644043, "learning_rate": 8.449839222911214e-07, "loss": 0.5168, "step": 1536 }, { "epoch": 1.5127952755905512, "grad_norm": 15.312318801879883, "learning_rate": 8.444278059340971e-07, "loss": 0.8943, "step": 1537 }, { "epoch": 1.513779527559055, "grad_norm": 8.150442123413086, "learning_rate": 8.438708782802748e-07, "loss": 0.2219, "step": 1538 }, { "epoch": 1.514763779527559, "grad_norm": 9.8677396774292, "learning_rate": 8.43313140647872e-07, "loss": 0.5076, "step": 1539 }, { "epoch": 1.515748031496063, "grad_norm": 10.45460033416748, "learning_rate": 8.427545943570226e-07, "loss": 0.3928, "step": 1540 }, { "epoch": 1.516732283464567, "grad_norm": 13.580182075500488, "learning_rate": 8.421952407297752e-07, "loss": 0.5391, "step": 1541 }, { "epoch": 1.5177165354330708, "grad_norm": 11.698064804077148, "learning_rate": 8.416350810900892e-07, "loss": 0.4186, "step": 1542 }, { "epoch": 1.5187007874015748, "grad_norm": 10.180648803710938, "learning_rate": 8.410741167638317e-07, "loss": 0.4881, "step": 1543 }, { "epoch": 1.5196850393700787, "grad_norm": 17.744869232177734, "learning_rate": 8.405123490787741e-07, "loss": 0.9253, "step": 1544 }, { "epoch": 1.5206692913385826, "grad_norm": 11.025421142578125, "learning_rate": 8.3994977936459e-07, "loss": 0.4182, "step": 1545 }, { "epoch": 1.5216535433070866, "grad_norm": 10.687175750732422, "learning_rate": 8.393864089528514e-07, "loss": 0.5401, "step": 1546 }, { "epoch": 1.5226377952755905, "grad_norm": 14.252847671508789, "learning_rate": 8.388222391770245e-07, "loss": 0.5194, "step": 1547 }, { "epoch": 1.5236220472440944, "grad_norm": 13.089218139648438, "learning_rate": 8.382572713724683e-07, "loss": 0.5134, "step": 1548 }, { "epoch": 1.5246062992125984, "grad_norm": 14.467389106750488, "learning_rate": 8.376915068764308e-07, "loss": 0.5772, "step": 1549 }, { "epoch": 1.5255905511811023, "grad_norm": 7.608703136444092, "learning_rate": 8.371249470280453e-07, "loss": 0.231, "step": 1550 }, { "epoch": 1.5265748031496063, "grad_norm": 14.168994903564453, "learning_rate": 8.36557593168328e-07, "loss": 0.859, "step": 1551 }, { "epoch": 1.5275590551181102, "grad_norm": 12.910221099853516, "learning_rate": 8.359894466401743e-07, "loss": 0.4484, "step": 1552 }, { "epoch": 1.5285433070866141, "grad_norm": 15.980766296386719, "learning_rate": 8.354205087883556e-07, "loss": 0.6175, "step": 1553 }, { "epoch": 1.529527559055118, "grad_norm": 8.659918785095215, "learning_rate": 8.348507809595169e-07, "loss": 0.234, "step": 1554 }, { "epoch": 1.530511811023622, "grad_norm": 13.041356086730957, "learning_rate": 8.342802645021727e-07, "loss": 0.9227, "step": 1555 }, { "epoch": 1.531496062992126, "grad_norm": 7.043632984161377, "learning_rate": 8.337089607667039e-07, "loss": 0.1934, "step": 1556 }, { "epoch": 1.53248031496063, "grad_norm": 10.571005821228027, "learning_rate": 8.331368711053552e-07, "loss": 0.405, "step": 1557 }, { "epoch": 1.5334645669291338, "grad_norm": 19.392261505126953, "learning_rate": 8.325639968722313e-07, "loss": 1.234, "step": 1558 }, { "epoch": 1.534448818897638, "grad_norm": 15.383576393127441, "learning_rate": 8.319903394232942e-07, "loss": 0.8299, "step": 1559 }, { "epoch": 1.5354330708661417, "grad_norm": 11.755831718444824, "learning_rate": 8.314159001163596e-07, "loss": 0.3714, "step": 1560 }, { "epoch": 1.5364173228346458, "grad_norm": 12.31116008758545, "learning_rate": 8.308406803110936e-07, "loss": 0.5257, "step": 1561 }, { "epoch": 1.5374015748031495, "grad_norm": 13.971604347229004, "learning_rate": 8.302646813690101e-07, "loss": 0.6182, "step": 1562 }, { "epoch": 1.5383858267716537, "grad_norm": 13.13081169128418, "learning_rate": 8.296879046534668e-07, "loss": 0.7028, "step": 1563 }, { "epoch": 1.5393700787401574, "grad_norm": 13.45482063293457, "learning_rate": 8.291103515296628e-07, "loss": 0.4544, "step": 1564 }, { "epoch": 1.5403543307086616, "grad_norm": 11.91739559173584, "learning_rate": 8.285320233646345e-07, "loss": 0.3698, "step": 1565 }, { "epoch": 1.5413385826771653, "grad_norm": 10.708499908447266, "learning_rate": 8.279529215272526e-07, "loss": 0.5062, "step": 1566 }, { "epoch": 1.5423228346456694, "grad_norm": 12.124205589294434, "learning_rate": 8.273730473882198e-07, "loss": 0.669, "step": 1567 }, { "epoch": 1.5433070866141732, "grad_norm": 11.772865295410156, "learning_rate": 8.267924023200662e-07, "loss": 0.4676, "step": 1568 }, { "epoch": 1.5442913385826773, "grad_norm": 10.194809913635254, "learning_rate": 8.262109876971466e-07, "loss": 0.351, "step": 1569 }, { "epoch": 1.545275590551181, "grad_norm": 9.81915283203125, "learning_rate": 8.256288048956379e-07, "loss": 0.4107, "step": 1570 }, { "epoch": 1.5462598425196852, "grad_norm": 14.78946304321289, "learning_rate": 8.250458552935343e-07, "loss": 0.8612, "step": 1571 }, { "epoch": 1.547244094488189, "grad_norm": 14.549205780029297, "learning_rate": 8.244621402706462e-07, "loss": 0.669, "step": 1572 }, { "epoch": 1.548228346456693, "grad_norm": 13.066632270812988, "learning_rate": 8.238776612085943e-07, "loss": 0.8359, "step": 1573 }, { "epoch": 1.5492125984251968, "grad_norm": 11.537317276000977, "learning_rate": 8.232924194908088e-07, "loss": 0.4907, "step": 1574 }, { "epoch": 1.550196850393701, "grad_norm": 13.774821281433105, "learning_rate": 8.227064165025247e-07, "loss": 0.7319, "step": 1575 }, { "epoch": 1.5511811023622046, "grad_norm": 12.936616897583008, "learning_rate": 8.221196536307788e-07, "loss": 0.6074, "step": 1576 }, { "epoch": 1.5521653543307088, "grad_norm": 12.369338989257812, "learning_rate": 8.215321322644067e-07, "loss": 0.3403, "step": 1577 }, { "epoch": 1.5531496062992125, "grad_norm": 9.890181541442871, "learning_rate": 8.209438537940393e-07, "loss": 0.2655, "step": 1578 }, { "epoch": 1.5541338582677167, "grad_norm": 12.744134902954102, "learning_rate": 8.203548196120994e-07, "loss": 0.5543, "step": 1579 }, { "epoch": 1.5551181102362204, "grad_norm": 12.227079391479492, "learning_rate": 8.197650311127981e-07, "loss": 0.5024, "step": 1580 }, { "epoch": 1.5561023622047245, "grad_norm": 12.182401657104492, "learning_rate": 8.191744896921331e-07, "loss": 0.4707, "step": 1581 }, { "epoch": 1.5570866141732282, "grad_norm": 11.062856674194336, "learning_rate": 8.185831967478831e-07, "loss": 0.4331, "step": 1582 }, { "epoch": 1.5580708661417324, "grad_norm": 10.086639404296875, "learning_rate": 8.179911536796062e-07, "loss": 0.2716, "step": 1583 }, { "epoch": 1.5590551181102361, "grad_norm": 15.219388008117676, "learning_rate": 8.173983618886358e-07, "loss": 0.5427, "step": 1584 }, { "epoch": 1.5600393700787403, "grad_norm": 10.917632102966309, "learning_rate": 8.168048227780775e-07, "loss": 0.4009, "step": 1585 }, { "epoch": 1.561023622047244, "grad_norm": 13.485771179199219, "learning_rate": 8.162105377528057e-07, "loss": 0.4137, "step": 1586 }, { "epoch": 1.5620078740157481, "grad_norm": 17.750478744506836, "learning_rate": 8.156155082194607e-07, "loss": 0.9003, "step": 1587 }, { "epoch": 1.5629921259842519, "grad_norm": 15.75775146484375, "learning_rate": 8.150197355864446e-07, "loss": 0.7676, "step": 1588 }, { "epoch": 1.563976377952756, "grad_norm": 10.124483108520508, "learning_rate": 8.144232212639184e-07, "loss": 0.3106, "step": 1589 }, { "epoch": 1.5649606299212597, "grad_norm": 11.900956153869629, "learning_rate": 8.138259666637987e-07, "loss": 0.4484, "step": 1590 }, { "epoch": 1.5659448818897639, "grad_norm": 13.709794998168945, "learning_rate": 8.132279731997544e-07, "loss": 0.5018, "step": 1591 }, { "epoch": 1.5669291338582676, "grad_norm": 13.284584999084473, "learning_rate": 8.126292422872034e-07, "loss": 0.5949, "step": 1592 }, { "epoch": 1.5679133858267718, "grad_norm": 8.018437385559082, "learning_rate": 8.120297753433087e-07, "loss": 0.2563, "step": 1593 }, { "epoch": 1.5688976377952755, "grad_norm": 10.370757102966309, "learning_rate": 8.114295737869759e-07, "loss": 0.3456, "step": 1594 }, { "epoch": 1.5698818897637796, "grad_norm": 12.048629760742188, "learning_rate": 8.108286390388487e-07, "loss": 0.7007, "step": 1595 }, { "epoch": 1.5708661417322833, "grad_norm": 16.407394409179688, "learning_rate": 8.102269725213071e-07, "loss": 0.5122, "step": 1596 }, { "epoch": 1.5718503937007875, "grad_norm": 10.813406944274902, "learning_rate": 8.096245756584625e-07, "loss": 0.5203, "step": 1597 }, { "epoch": 1.5728346456692912, "grad_norm": 16.364131927490234, "learning_rate": 8.090214498761551e-07, "loss": 0.7651, "step": 1598 }, { "epoch": 1.5738188976377954, "grad_norm": 11.831172943115234, "learning_rate": 8.084175966019507e-07, "loss": 0.5278, "step": 1599 }, { "epoch": 1.574803149606299, "grad_norm": 13.435785293579102, "learning_rate": 8.078130172651368e-07, "loss": 0.5975, "step": 1600 }, { "epoch": 1.5757874015748032, "grad_norm": 17.21648597717285, "learning_rate": 8.072077132967193e-07, "loss": 1.0192, "step": 1601 }, { "epoch": 1.576771653543307, "grad_norm": 15.198051452636719, "learning_rate": 8.066016861294198e-07, "loss": 0.5717, "step": 1602 }, { "epoch": 1.577755905511811, "grad_norm": 10.746184349060059, "learning_rate": 8.059949371976711e-07, "loss": 0.3574, "step": 1603 }, { "epoch": 1.5787401574803148, "grad_norm": 12.760784149169922, "learning_rate": 8.053874679376147e-07, "loss": 0.6425, "step": 1604 }, { "epoch": 1.579724409448819, "grad_norm": 8.901346206665039, "learning_rate": 8.047792797870968e-07, "loss": 0.2945, "step": 1605 }, { "epoch": 1.5807086614173227, "grad_norm": 8.448673248291016, "learning_rate": 8.041703741856657e-07, "loss": 0.3246, "step": 1606 }, { "epoch": 1.5816929133858268, "grad_norm": 11.05006217956543, "learning_rate": 8.035607525745672e-07, "loss": 0.6352, "step": 1607 }, { "epoch": 1.5826771653543306, "grad_norm": 11.4871244430542, "learning_rate": 8.029504163967423e-07, "loss": 0.6531, "step": 1608 }, { "epoch": 1.5836614173228347, "grad_norm": 7.738185882568359, "learning_rate": 8.023393670968235e-07, "loss": 0.251, "step": 1609 }, { "epoch": 1.5846456692913384, "grad_norm": 14.763057708740234, "learning_rate": 8.017276061211303e-07, "loss": 0.6983, "step": 1610 }, { "epoch": 1.5856299212598426, "grad_norm": 13.369607925415039, "learning_rate": 8.011151349176681e-07, "loss": 0.5046, "step": 1611 }, { "epoch": 1.5866141732283463, "grad_norm": 10.108794212341309, "learning_rate": 8.005019549361222e-07, "loss": 0.3996, "step": 1612 }, { "epoch": 1.5875984251968505, "grad_norm": 11.757378578186035, "learning_rate": 7.998880676278558e-07, "loss": 0.3577, "step": 1613 }, { "epoch": 1.5885826771653542, "grad_norm": 12.969524383544922, "learning_rate": 7.992734744459068e-07, "loss": 0.6171, "step": 1614 }, { "epoch": 1.5895669291338583, "grad_norm": 13.642068862915039, "learning_rate": 7.986581768449833e-07, "loss": 0.6428, "step": 1615 }, { "epoch": 1.590551181102362, "grad_norm": 13.31014347076416, "learning_rate": 7.98042176281461e-07, "loss": 0.6469, "step": 1616 }, { "epoch": 1.5915354330708662, "grad_norm": 10.514156341552734, "learning_rate": 7.974254742133795e-07, "loss": 0.2742, "step": 1617 }, { "epoch": 1.59251968503937, "grad_norm": 12.404247283935547, "learning_rate": 7.968080721004386e-07, "loss": 0.4386, "step": 1618 }, { "epoch": 1.593503937007874, "grad_norm": 14.54157543182373, "learning_rate": 7.961899714039954e-07, "loss": 0.6856, "step": 1619 }, { "epoch": 1.594488188976378, "grad_norm": 10.717940330505371, "learning_rate": 7.955711735870601e-07, "loss": 0.4403, "step": 1620 }, { "epoch": 1.595472440944882, "grad_norm": 10.8330717086792, "learning_rate": 7.949516801142932e-07, "loss": 0.2275, "step": 1621 }, { "epoch": 1.5964566929133859, "grad_norm": 11.137269973754883, "learning_rate": 7.943314924520017e-07, "loss": 0.2993, "step": 1622 }, { "epoch": 1.5974409448818898, "grad_norm": 11.189386367797852, "learning_rate": 7.93710612068136e-07, "loss": 0.4506, "step": 1623 }, { "epoch": 1.5984251968503937, "grad_norm": 15.803678512573242, "learning_rate": 7.930890404322857e-07, "loss": 0.9605, "step": 1624 }, { "epoch": 1.5994094488188977, "grad_norm": 13.05101203918457, "learning_rate": 7.924667790156766e-07, "loss": 0.3964, "step": 1625 }, { "epoch": 1.6003937007874016, "grad_norm": 11.266312599182129, "learning_rate": 7.918438292911674e-07, "loss": 0.2884, "step": 1626 }, { "epoch": 1.6013779527559056, "grad_norm": 20.96393394470215, "learning_rate": 7.912201927332461e-07, "loss": 0.9598, "step": 1627 }, { "epoch": 1.6023622047244095, "grad_norm": 15.09812068939209, "learning_rate": 7.905958708180258e-07, "loss": 0.4528, "step": 1628 }, { "epoch": 1.6033464566929134, "grad_norm": 14.083560943603516, "learning_rate": 7.899708650232426e-07, "loss": 0.5177, "step": 1629 }, { "epoch": 1.6043307086614174, "grad_norm": 11.798062324523926, "learning_rate": 7.893451768282508e-07, "loss": 0.4524, "step": 1630 }, { "epoch": 1.6053149606299213, "grad_norm": 12.8540678024292, "learning_rate": 7.8871880771402e-07, "loss": 0.4653, "step": 1631 }, { "epoch": 1.6062992125984252, "grad_norm": 7.517286777496338, "learning_rate": 7.880917591631312e-07, "loss": 0.2467, "step": 1632 }, { "epoch": 1.6072834645669292, "grad_norm": 14.2374267578125, "learning_rate": 7.874640326597741e-07, "loss": 0.4882, "step": 1633 }, { "epoch": 1.608267716535433, "grad_norm": 14.022074699401855, "learning_rate": 7.868356296897431e-07, "loss": 0.5083, "step": 1634 }, { "epoch": 1.609251968503937, "grad_norm": 18.19550895690918, "learning_rate": 7.862065517404334e-07, "loss": 1.1841, "step": 1635 }, { "epoch": 1.610236220472441, "grad_norm": 18.766563415527344, "learning_rate": 7.855768003008376e-07, "loss": 0.7497, "step": 1636 }, { "epoch": 1.611220472440945, "grad_norm": 18.93699836730957, "learning_rate": 7.849463768615432e-07, "loss": 1.2472, "step": 1637 }, { "epoch": 1.6122047244094488, "grad_norm": 13.13559341430664, "learning_rate": 7.843152829147278e-07, "loss": 0.4748, "step": 1638 }, { "epoch": 1.6131889763779528, "grad_norm": 6.983983993530273, "learning_rate": 7.836835199541562e-07, "loss": 0.2488, "step": 1639 }, { "epoch": 1.6141732283464567, "grad_norm": 11.50744915008545, "learning_rate": 7.830510894751764e-07, "loss": 0.2891, "step": 1640 }, { "epoch": 1.6151574803149606, "grad_norm": 8.553048133850098, "learning_rate": 7.824179929747168e-07, "loss": 0.1761, "step": 1641 }, { "epoch": 1.6161417322834646, "grad_norm": 7.506103992462158, "learning_rate": 7.817842319512818e-07, "loss": 0.1631, "step": 1642 }, { "epoch": 1.6171259842519685, "grad_norm": 12.174046516418457, "learning_rate": 7.811498079049492e-07, "loss": 0.7441, "step": 1643 }, { "epoch": 1.6181102362204725, "grad_norm": 13.682055473327637, "learning_rate": 7.805147223373658e-07, "loss": 0.4533, "step": 1644 }, { "epoch": 1.6190944881889764, "grad_norm": 8.8323392868042, "learning_rate": 7.798789767517444e-07, "loss": 0.2456, "step": 1645 }, { "epoch": 1.6200787401574803, "grad_norm": 18.149415969848633, "learning_rate": 7.792425726528596e-07, "loss": 0.8355, "step": 1646 }, { "epoch": 1.6210629921259843, "grad_norm": 14.547651290893555, "learning_rate": 7.786055115470454e-07, "loss": 0.5344, "step": 1647 }, { "epoch": 1.6220472440944882, "grad_norm": 7.435754299163818, "learning_rate": 7.779677949421902e-07, "loss": 0.2838, "step": 1648 }, { "epoch": 1.6230314960629921, "grad_norm": 12.586782455444336, "learning_rate": 7.77329424347734e-07, "loss": 0.5601, "step": 1649 }, { "epoch": 1.624015748031496, "grad_norm": 11.83624267578125, "learning_rate": 7.766904012746653e-07, "loss": 0.4486, "step": 1650 }, { "epoch": 1.625, "grad_norm": 5.291337490081787, "learning_rate": 7.760507272355165e-07, "loss": 0.1496, "step": 1651 }, { "epoch": 1.625984251968504, "grad_norm": 13.773070335388184, "learning_rate": 7.754104037443609e-07, "loss": 0.7022, "step": 1652 }, { "epoch": 1.6269685039370079, "grad_norm": 8.214975357055664, "learning_rate": 7.747694323168091e-07, "loss": 0.3057, "step": 1653 }, { "epoch": 1.6279527559055118, "grad_norm": 9.962435722351074, "learning_rate": 7.741278144700052e-07, "loss": 0.1891, "step": 1654 }, { "epoch": 1.6289370078740157, "grad_norm": 13.932888984680176, "learning_rate": 7.734855517226234e-07, "loss": 0.5046, "step": 1655 }, { "epoch": 1.6299212598425197, "grad_norm": 10.47618579864502, "learning_rate": 7.728426455948644e-07, "loss": 0.3195, "step": 1656 }, { "epoch": 1.6309055118110236, "grad_norm": 9.896806716918945, "learning_rate": 7.721990976084517e-07, "loss": 0.3934, "step": 1657 }, { "epoch": 1.6318897637795275, "grad_norm": 12.589936256408691, "learning_rate": 7.715549092866282e-07, "loss": 0.5143, "step": 1658 }, { "epoch": 1.6328740157480315, "grad_norm": 7.899942398071289, "learning_rate": 7.70910082154152e-07, "loss": 0.229, "step": 1659 }, { "epoch": 1.6338582677165354, "grad_norm": 16.23533058166504, "learning_rate": 7.702646177372938e-07, "loss": 0.856, "step": 1660 }, { "epoch": 1.6348425196850394, "grad_norm": 15.442038536071777, "learning_rate": 7.696185175638325e-07, "loss": 0.7887, "step": 1661 }, { "epoch": 1.6358267716535433, "grad_norm": 14.28133773803711, "learning_rate": 7.689717831630513e-07, "loss": 0.6338, "step": 1662 }, { "epoch": 1.6368110236220472, "grad_norm": 11.173591613769531, "learning_rate": 7.683244160657353e-07, "loss": 0.2418, "step": 1663 }, { "epoch": 1.6377952755905512, "grad_norm": 8.022150993347168, "learning_rate": 7.676764178041668e-07, "loss": 0.2384, "step": 1664 }, { "epoch": 1.638779527559055, "grad_norm": 16.501663208007812, "learning_rate": 7.670277899121223e-07, "loss": 0.8926, "step": 1665 }, { "epoch": 1.639763779527559, "grad_norm": 14.105144500732422, "learning_rate": 7.663785339248683e-07, "loss": 0.607, "step": 1666 }, { "epoch": 1.640748031496063, "grad_norm": 14.766664505004883, "learning_rate": 7.657286513791578e-07, "loss": 0.6438, "step": 1667 }, { "epoch": 1.641732283464567, "grad_norm": 11.59138011932373, "learning_rate": 7.650781438132276e-07, "loss": 0.5639, "step": 1668 }, { "epoch": 1.6427165354330708, "grad_norm": 9.606240272521973, "learning_rate": 7.644270127667932e-07, "loss": 0.3296, "step": 1669 }, { "epoch": 1.6437007874015748, "grad_norm": 13.641767501831055, "learning_rate": 7.637752597810456e-07, "loss": 0.5224, "step": 1670 }, { "epoch": 1.6446850393700787, "grad_norm": 16.4365291595459, "learning_rate": 7.631228863986491e-07, "loss": 0.8004, "step": 1671 }, { "epoch": 1.6456692913385826, "grad_norm": 11.884933471679688, "learning_rate": 7.624698941637352e-07, "loss": 0.3586, "step": 1672 }, { "epoch": 1.6466535433070866, "grad_norm": 12.327584266662598, "learning_rate": 7.618162846219006e-07, "loss": 0.3812, "step": 1673 }, { "epoch": 1.6476377952755905, "grad_norm": 12.210389137268066, "learning_rate": 7.611620593202037e-07, "loss": 0.505, "step": 1674 }, { "epoch": 1.6486220472440944, "grad_norm": 11.03765869140625, "learning_rate": 7.605072198071592e-07, "loss": 0.4731, "step": 1675 }, { "epoch": 1.6496062992125984, "grad_norm": 15.110365867614746, "learning_rate": 7.598517676327368e-07, "loss": 0.7902, "step": 1676 }, { "epoch": 1.6505905511811023, "grad_norm": 11.443836212158203, "learning_rate": 7.591957043483555e-07, "loss": 0.3093, "step": 1677 }, { "epoch": 1.6515748031496063, "grad_norm": 15.809693336486816, "learning_rate": 7.585390315068812e-07, "loss": 0.7674, "step": 1678 }, { "epoch": 1.6525590551181102, "grad_norm": 10.619746208190918, "learning_rate": 7.578817506626224e-07, "loss": 0.6227, "step": 1679 }, { "epoch": 1.6535433070866141, "grad_norm": 12.997358322143555, "learning_rate": 7.572238633713268e-07, "loss": 0.7726, "step": 1680 }, { "epoch": 1.654527559055118, "grad_norm": 10.946554183959961, "learning_rate": 7.565653711901778e-07, "loss": 0.5234, "step": 1681 }, { "epoch": 1.655511811023622, "grad_norm": 11.154240608215332, "learning_rate": 7.559062756777898e-07, "loss": 0.575, "step": 1682 }, { "epoch": 1.656496062992126, "grad_norm": 13.539304733276367, "learning_rate": 7.552465783942058e-07, "loss": 0.5614, "step": 1683 }, { "epoch": 1.656496062992126, "eval_Qnli-dev_cosine_accuracy": 0.66796875, "eval_Qnli-dev_cosine_accuracy_threshold": 0.8061826229095459, "eval_Qnli-dev_cosine_ap": 0.6684281236316783, "eval_Qnli-dev_cosine_f1": 0.6877192982456141, "eval_Qnli-dev_cosine_f1_threshold": 0.7795990705490112, "eval_Qnli-dev_cosine_precision": 0.5868263473053892, "eval_Qnli-dev_cosine_recall": 0.8305084745762712, "eval_Qnli-dev_dot_accuracy": 0.666015625, "eval_Qnli-dev_dot_accuracy_threshold": 631.760986328125, "eval_Qnli-dev_dot_ap": 0.6690229905089764, "eval_Qnli-dev_dot_f1": 0.6877192982456141, "eval_Qnli-dev_dot_f1_threshold": 596.4973754882812, "eval_Qnli-dev_dot_precision": 0.5868263473053892, "eval_Qnli-dev_dot_recall": 0.8305084745762712, "eval_Qnli-dev_euclidean_accuracy": 0.666015625, "eval_Qnli-dev_euclidean_accuracy_threshold": 17.140230178833008, "eval_Qnli-dev_euclidean_ap": 0.6681454561406752, "eval_Qnli-dev_euclidean_f1": 0.6877192982456141, "eval_Qnli-dev_euclidean_f1_threshold": 18.370464324951172, "eval_Qnli-dev_euclidean_precision": 0.5868263473053892, "eval_Qnli-dev_euclidean_recall": 0.8305084745762712, "eval_Qnli-dev_manhattan_accuracy": 0.671875, "eval_Qnli-dev_manhattan_accuracy_threshold": 375.9737548828125, "eval_Qnli-dev_manhattan_ap": 0.6704993708527434, "eval_Qnli-dev_manhattan_f1": 0.6889279437609841, "eval_Qnli-dev_manhattan_f1_threshold": 407.16436767578125, "eval_Qnli-dev_manhattan_precision": 0.5885885885885885, "eval_Qnli-dev_manhattan_recall": 0.8305084745762712, "eval_Qnli-dev_max_accuracy": 0.671875, "eval_Qnli-dev_max_accuracy_threshold": 631.760986328125, "eval_Qnli-dev_max_ap": 0.6704993708527434, "eval_Qnli-dev_max_f1": 0.6889279437609841, "eval_Qnli-dev_max_f1_threshold": 596.4973754882812, "eval_Qnli-dev_max_precision": 0.5885885885885885, "eval_Qnli-dev_max_recall": 0.8305084745762712, "eval_allNLI-dev_cosine_accuracy": 0.703125, "eval_allNLI-dev_cosine_accuracy_threshold": 0.9278714656829834, "eval_allNLI-dev_cosine_ap": 0.5360006571581784, "eval_allNLI-dev_cosine_f1": 0.5560975609756097, "eval_allNLI-dev_cosine_f1_threshold": 0.8716906905174255, "eval_allNLI-dev_cosine_precision": 0.4810126582278481, "eval_allNLI-dev_cosine_recall": 0.6589595375722543, "eval_allNLI-dev_dot_accuracy": 0.703125, "eval_allNLI-dev_dot_accuracy_threshold": 710.1931762695312, "eval_allNLI-dev_dot_ap": 0.5364012669017512, "eval_allNLI-dev_dot_f1": 0.5563549160671463, "eval_allNLI-dev_dot_f1_threshold": 664.9071044921875, "eval_allNLI-dev_dot_precision": 0.47540983606557374, "eval_allNLI-dev_dot_recall": 0.6705202312138728, "eval_allNLI-dev_euclidean_accuracy": 0.703125, "eval_allNLI-dev_euclidean_accuracy_threshold": 10.507229804992676, "eval_allNLI-dev_euclidean_ap": 0.5360253625403568, "eval_allNLI-dev_euclidean_f1": 0.5560975609756097, "eval_allNLI-dev_euclidean_f1_threshold": 14.014714241027832, "eval_allNLI-dev_euclidean_precision": 0.4810126582278481, "eval_allNLI-dev_euclidean_recall": 0.6589595375722543, "eval_allNLI-dev_manhattan_accuracy": 0.701171875, "eval_allNLI-dev_manhattan_accuracy_threshold": 230.21136474609375, "eval_allNLI-dev_manhattan_ap": 0.5368395859693288, "eval_allNLI-dev_manhattan_f1": 0.5547445255474452, "eval_allNLI-dev_manhattan_f1_threshold": 309.4046630859375, "eval_allNLI-dev_manhattan_precision": 0.4789915966386555, "eval_allNLI-dev_manhattan_recall": 0.6589595375722543, "eval_allNLI-dev_max_accuracy": 0.703125, "eval_allNLI-dev_max_accuracy_threshold": 710.1931762695312, "eval_allNLI-dev_max_ap": 0.5368395859693288, "eval_allNLI-dev_max_f1": 0.5563549160671463, "eval_allNLI-dev_max_f1_threshold": 664.9071044921875, "eval_allNLI-dev_max_precision": 0.4810126582278481, "eval_allNLI-dev_max_recall": 0.6705202312138728, "eval_loss": 0.8721151947975159, "eval_runtime": 50.1849, "eval_samples_per_second": 33.157, "eval_sequential_score": 0.6704993708527434, "eval_steps_per_second": 0.139, "eval_sts-test_pearson_cosine": 0.6826785247340771, "eval_sts-test_pearson_dot": 0.6828021136504023, "eval_sts-test_pearson_euclidean": 0.7015768382234913, "eval_sts-test_pearson_manhattan": 0.701278706250807, "eval_sts-test_pearson_max": 0.7015768382234913, "eval_sts-test_spearman_cosine": 0.6912253878783962, "eval_sts-test_spearman_dot": 0.6908982114063636, "eval_sts-test_spearman_euclidean": 0.6912322348213891, "eval_sts-test_spearman_manhattan": 0.6907121356614981, "eval_sts-test_spearman_max": 0.6912322348213891, "step": 1683 }, { "epoch": 1.65748031496063, "grad_norm": 13.697303771972656, "learning_rate": 7.545862809008931e-07, "loss": 0.496, "step": 1684 }, { "epoch": 1.6584645669291338, "grad_norm": 10.742180824279785, "learning_rate": 7.539253847607397e-07, "loss": 0.358, "step": 1685 }, { "epoch": 1.659448818897638, "grad_norm": 10.653914451599121, "learning_rate": 7.532638915380503e-07, "loss": 0.3925, "step": 1686 }, { "epoch": 1.6604330708661417, "grad_norm": 15.769359588623047, "learning_rate": 7.526018027985434e-07, "loss": 0.9602, "step": 1687 }, { "epoch": 1.6614173228346458, "grad_norm": 10.051492691040039, "learning_rate": 7.519391201093462e-07, "loss": 0.3946, "step": 1688 }, { "epoch": 1.6624015748031495, "grad_norm": 14.521549224853516, "learning_rate": 7.512758450389925e-07, "loss": 0.8932, "step": 1689 }, { "epoch": 1.6633858267716537, "grad_norm": 9.777917861938477, "learning_rate": 7.50611979157418e-07, "loss": 0.3817, "step": 1690 }, { "epoch": 1.6643700787401574, "grad_norm": 8.56822395324707, "learning_rate": 7.499475240359567e-07, "loss": 0.2362, "step": 1691 }, { "epoch": 1.6653543307086616, "grad_norm": 8.25054931640625, "learning_rate": 7.492824812473376e-07, "loss": 0.2459, "step": 1692 }, { "epoch": 1.6663385826771653, "grad_norm": 13.631850242614746, "learning_rate": 7.4861685236568e-07, "loss": 0.5824, "step": 1693 }, { "epoch": 1.6673228346456694, "grad_norm": 14.922378540039062, "learning_rate": 7.479506389664914e-07, "loss": 0.7861, "step": 1694 }, { "epoch": 1.6683070866141732, "grad_norm": 14.515337944030762, "learning_rate": 7.47283842626662e-07, "loss": 0.625, "step": 1695 }, { "epoch": 1.6692913385826773, "grad_norm": 7.668905735015869, "learning_rate": 7.466164649244625e-07, "loss": 0.2845, "step": 1696 }, { "epoch": 1.670275590551181, "grad_norm": 11.19218921661377, "learning_rate": 7.45948507439539e-07, "loss": 0.3401, "step": 1697 }, { "epoch": 1.6712598425196852, "grad_norm": 10.618613243103027, "learning_rate": 7.452799717529102e-07, "loss": 0.3849, "step": 1698 }, { "epoch": 1.672244094488189, "grad_norm": 14.857203483581543, "learning_rate": 7.446108594469634e-07, "loss": 0.7924, "step": 1699 }, { "epoch": 1.673228346456693, "grad_norm": 9.791996955871582, "learning_rate": 7.439411721054508e-07, "loss": 0.2839, "step": 1700 }, { "epoch": 1.6742125984251968, "grad_norm": 8.478402137756348, "learning_rate": 7.432709113134856e-07, "loss": 0.2974, "step": 1701 }, { "epoch": 1.675196850393701, "grad_norm": 9.687871932983398, "learning_rate": 7.42600078657538e-07, "loss": 0.3049, "step": 1702 }, { "epoch": 1.6761811023622046, "grad_norm": 9.937713623046875, "learning_rate": 7.419286757254324e-07, "loss": 0.4319, "step": 1703 }, { "epoch": 1.6771653543307088, "grad_norm": 13.37419319152832, "learning_rate": 7.412567041063424e-07, "loss": 0.6378, "step": 1704 }, { "epoch": 1.6781496062992125, "grad_norm": 13.778456687927246, "learning_rate": 7.40584165390788e-07, "loss": 0.6112, "step": 1705 }, { "epoch": 1.6791338582677167, "grad_norm": 13.216461181640625, "learning_rate": 7.399110611706316e-07, "loss": 0.4503, "step": 1706 }, { "epoch": 1.6801181102362204, "grad_norm": 16.38566780090332, "learning_rate": 7.392373930390738e-07, "loss": 0.7275, "step": 1707 }, { "epoch": 1.6811023622047245, "grad_norm": 13.268678665161133, "learning_rate": 7.3856316259065e-07, "loss": 0.498, "step": 1708 }, { "epoch": 1.6820866141732282, "grad_norm": 16.93975067138672, "learning_rate": 7.378883714212268e-07, "loss": 1.0963, "step": 1709 }, { "epoch": 1.6830708661417324, "grad_norm": 13.136117935180664, "learning_rate": 7.372130211279977e-07, "loss": 0.5383, "step": 1710 }, { "epoch": 1.6840551181102361, "grad_norm": 18.57037353515625, "learning_rate": 7.365371133094799e-07, "loss": 0.5373, "step": 1711 }, { "epoch": 1.6850393700787403, "grad_norm": 14.358283996582031, "learning_rate": 7.3586064956551e-07, "loss": 0.6593, "step": 1712 }, { "epoch": 1.686023622047244, "grad_norm": 7.687897682189941, "learning_rate": 7.351836314972408e-07, "loss": 0.1884, "step": 1713 }, { "epoch": 1.6870078740157481, "grad_norm": 12.682760238647461, "learning_rate": 7.345060607071365e-07, "loss": 0.5496, "step": 1714 }, { "epoch": 1.6879921259842519, "grad_norm": 11.868288040161133, "learning_rate": 7.338279387989703e-07, "loss": 0.5201, "step": 1715 }, { "epoch": 1.688976377952756, "grad_norm": 9.233494758605957, "learning_rate": 7.331492673778193e-07, "loss": 0.3061, "step": 1716 }, { "epoch": 1.6899606299212597, "grad_norm": 12.900493621826172, "learning_rate": 7.324700480500615e-07, "loss": 0.534, "step": 1717 }, { "epoch": 1.6909448818897639, "grad_norm": 13.235301971435547, "learning_rate": 7.317902824233719e-07, "loss": 0.6459, "step": 1718 }, { "epoch": 1.6919291338582676, "grad_norm": 15.071056365966797, "learning_rate": 7.311099721067183e-07, "loss": 1.1266, "step": 1719 }, { "epoch": 1.6929133858267718, "grad_norm": 11.357483863830566, "learning_rate": 7.304291187103578e-07, "loss": 0.5472, "step": 1720 }, { "epoch": 1.6938976377952755, "grad_norm": 12.90341567993164, "learning_rate": 7.297477238458333e-07, "loss": 0.4939, "step": 1721 }, { "epoch": 1.6948818897637796, "grad_norm": 13.244677543640137, "learning_rate": 7.290657891259688e-07, "loss": 0.6837, "step": 1722 }, { "epoch": 1.6958661417322833, "grad_norm": 10.282441139221191, "learning_rate": 7.283833161648664e-07, "loss": 0.463, "step": 1723 }, { "epoch": 1.6968503937007875, "grad_norm": 7.344255447387695, "learning_rate": 7.277003065779022e-07, "loss": 0.2378, "step": 1724 }, { "epoch": 1.6978346456692912, "grad_norm": 13.763047218322754, "learning_rate": 7.270167619817222e-07, "loss": 0.7928, "step": 1725 }, { "epoch": 1.6988188976377954, "grad_norm": 11.851907730102539, "learning_rate": 7.26332683994239e-07, "loss": 0.389, "step": 1726 }, { "epoch": 1.699803149606299, "grad_norm": 14.237005233764648, "learning_rate": 7.256480742346278e-07, "loss": 0.7841, "step": 1727 }, { "epoch": 1.7007874015748032, "grad_norm": 9.115606307983398, "learning_rate": 7.249629343233221e-07, "loss": 0.3297, "step": 1728 }, { "epoch": 1.701771653543307, "grad_norm": 13.66873836517334, "learning_rate": 7.242772658820105e-07, "loss": 0.5783, "step": 1729 }, { "epoch": 1.702755905511811, "grad_norm": 10.461472511291504, "learning_rate": 7.235910705336327e-07, "loss": 0.6329, "step": 1730 }, { "epoch": 1.7037401574803148, "grad_norm": 12.690411567687988, "learning_rate": 7.229043499023753e-07, "loss": 0.6091, "step": 1731 }, { "epoch": 1.704724409448819, "grad_norm": 6.315324306488037, "learning_rate": 7.222171056136683e-07, "loss": 0.272, "step": 1732 }, { "epoch": 1.7057086614173227, "grad_norm": 13.229377746582031, "learning_rate": 7.215293392941814e-07, "loss": 0.8095, "step": 1733 }, { "epoch": 1.7066929133858268, "grad_norm": 8.663484573364258, "learning_rate": 7.208410525718195e-07, "loss": 0.4847, "step": 1734 }, { "epoch": 1.7076771653543306, "grad_norm": 7.8202433586120605, "learning_rate": 7.201522470757196e-07, "loss": 0.2548, "step": 1735 }, { "epoch": 1.7086614173228347, "grad_norm": 12.125920295715332, "learning_rate": 7.194629244362462e-07, "loss": 0.6772, "step": 1736 }, { "epoch": 1.7096456692913384, "grad_norm": 14.174428939819336, "learning_rate": 7.187730862849886e-07, "loss": 0.6348, "step": 1737 }, { "epoch": 1.7106299212598426, "grad_norm": 11.810324668884277, "learning_rate": 7.180827342547556e-07, "loss": 0.5227, "step": 1738 }, { "epoch": 1.7116141732283463, "grad_norm": 6.058929920196533, "learning_rate": 7.173918699795726e-07, "loss": 0.2096, "step": 1739 }, { "epoch": 1.7125984251968505, "grad_norm": 10.328184127807617, "learning_rate": 7.167004950946774e-07, "loss": 0.4727, "step": 1740 }, { "epoch": 1.7135826771653542, "grad_norm": 6.936435699462891, "learning_rate": 7.160086112365163e-07, "loss": 0.2488, "step": 1741 }, { "epoch": 1.7145669291338583, "grad_norm": 10.65377426147461, "learning_rate": 7.153162200427404e-07, "loss": 0.4559, "step": 1742 }, { "epoch": 1.715551181102362, "grad_norm": 9.537163734436035, "learning_rate": 7.146233231522018e-07, "loss": 0.4249, "step": 1743 }, { "epoch": 1.7165354330708662, "grad_norm": 7.669369220733643, "learning_rate": 7.139299222049493e-07, "loss": 0.2523, "step": 1744 }, { "epoch": 1.71751968503937, "grad_norm": 13.894774436950684, "learning_rate": 7.132360188422249e-07, "loss": 0.5707, "step": 1745 }, { "epoch": 1.718503937007874, "grad_norm": 14.338887214660645, "learning_rate": 7.125416147064597e-07, "loss": 0.8353, "step": 1746 }, { "epoch": 1.719488188976378, "grad_norm": 11.37844181060791, "learning_rate": 7.118467114412702e-07, "loss": 0.5417, "step": 1747 }, { "epoch": 1.720472440944882, "grad_norm": 7.538876056671143, "learning_rate": 7.111513106914544e-07, "loss": 0.253, "step": 1748 }, { "epoch": 1.7214566929133859, "grad_norm": 15.313557624816895, "learning_rate": 7.104554141029874e-07, "loss": 0.609, "step": 1749 }, { "epoch": 1.7224409448818898, "grad_norm": 11.29182243347168, "learning_rate": 7.097590233230186e-07, "loss": 0.2546, "step": 1750 }, { "epoch": 1.7234251968503937, "grad_norm": 15.192030906677246, "learning_rate": 7.090621399998665e-07, "loss": 0.8198, "step": 1751 }, { "epoch": 1.7244094488188977, "grad_norm": 5.506044864654541, "learning_rate": 7.083647657830155e-07, "loss": 0.1099, "step": 1752 }, { "epoch": 1.7253937007874016, "grad_norm": 8.552281379699707, "learning_rate": 7.076669023231126e-07, "loss": 0.1621, "step": 1753 }, { "epoch": 1.7263779527559056, "grad_norm": 7.1006927490234375, "learning_rate": 7.069685512719619e-07, "loss": 0.1905, "step": 1754 }, { "epoch": 1.7273622047244095, "grad_norm": 12.157682418823242, "learning_rate": 7.06269714282522e-07, "loss": 0.5979, "step": 1755 }, { "epoch": 1.7283464566929134, "grad_norm": 12.502230644226074, "learning_rate": 7.055703930089018e-07, "loss": 0.5411, "step": 1756 }, { "epoch": 1.7293307086614174, "grad_norm": 7.2131757736206055, "learning_rate": 7.048705891063562e-07, "loss": 0.1829, "step": 1757 }, { "epoch": 1.7303149606299213, "grad_norm": 18.08379364013672, "learning_rate": 7.04170304231283e-07, "loss": 0.9215, "step": 1758 }, { "epoch": 1.7312992125984252, "grad_norm": 12.267788887023926, "learning_rate": 7.034695400412177e-07, "loss": 0.3832, "step": 1759 }, { "epoch": 1.7322834645669292, "grad_norm": 8.47931957244873, "learning_rate": 7.027682981948306e-07, "loss": 0.2209, "step": 1760 }, { "epoch": 1.733267716535433, "grad_norm": 11.93918228149414, "learning_rate": 7.020665803519229e-07, "loss": 0.483, "step": 1761 }, { "epoch": 1.734251968503937, "grad_norm": 16.401823043823242, "learning_rate": 7.013643881734222e-07, "loss": 0.6515, "step": 1762 }, { "epoch": 1.735236220472441, "grad_norm": 14.30345630645752, "learning_rate": 7.006617233213787e-07, "loss": 0.4831, "step": 1763 }, { "epoch": 1.736220472440945, "grad_norm": 14.988460540771484, "learning_rate": 6.999585874589616e-07, "loss": 0.9117, "step": 1764 }, { "epoch": 1.7372047244094488, "grad_norm": 9.57097053527832, "learning_rate": 6.992549822504548e-07, "loss": 0.3845, "step": 1765 }, { "epoch": 1.7381889763779528, "grad_norm": 7.5431342124938965, "learning_rate": 6.985509093612534e-07, "loss": 0.1861, "step": 1766 }, { "epoch": 1.7391732283464567, "grad_norm": 16.113262176513672, "learning_rate": 6.978463704578589e-07, "loss": 1.1416, "step": 1767 }, { "epoch": 1.7401574803149606, "grad_norm": 9.348328590393066, "learning_rate": 6.971413672078766e-07, "loss": 0.5021, "step": 1768 }, { "epoch": 1.7411417322834646, "grad_norm": 12.102070808410645, "learning_rate": 6.9643590128001e-07, "loss": 0.594, "step": 1769 }, { "epoch": 1.7421259842519685, "grad_norm": 13.739825248718262, "learning_rate": 6.957299743440589e-07, "loss": 0.5797, "step": 1770 }, { "epoch": 1.7431102362204725, "grad_norm": 7.500216960906982, "learning_rate": 6.950235880709131e-07, "loss": 0.2171, "step": 1771 }, { "epoch": 1.7440944881889764, "grad_norm": 12.756651878356934, "learning_rate": 6.943167441325504e-07, "loss": 0.4669, "step": 1772 }, { "epoch": 1.7450787401574803, "grad_norm": 16.936201095581055, "learning_rate": 6.936094442020314e-07, "loss": 0.9011, "step": 1773 }, { "epoch": 1.7460629921259843, "grad_norm": 12.409344673156738, "learning_rate": 6.929016899534963e-07, "loss": 0.4342, "step": 1774 }, { "epoch": 1.7470472440944882, "grad_norm": 17.04608154296875, "learning_rate": 6.921934830621603e-07, "loss": 0.746, "step": 1775 }, { "epoch": 1.7480314960629921, "grad_norm": 16.811267852783203, "learning_rate": 6.914848252043106e-07, "loss": 0.6163, "step": 1776 }, { "epoch": 1.749015748031496, "grad_norm": 12.833903312683105, "learning_rate": 6.907757180573013e-07, "loss": 0.3791, "step": 1777 }, { "epoch": 1.75, "grad_norm": 14.699774742126465, "learning_rate": 6.9006616329955e-07, "loss": 0.5592, "step": 1778 }, { "epoch": 1.750984251968504, "grad_norm": 11.65503215789795, "learning_rate": 6.893561626105338e-07, "loss": 0.49, "step": 1779 }, { "epoch": 1.7519685039370079, "grad_norm": 11.93079662322998, "learning_rate": 6.886457176707855e-07, "loss": 0.5305, "step": 1780 }, { "epoch": 1.7529527559055118, "grad_norm": 22.919675827026367, "learning_rate": 6.879348301618894e-07, "loss": 1.2776, "step": 1781 }, { "epoch": 1.7539370078740157, "grad_norm": 9.736113548278809, "learning_rate": 6.872235017664769e-07, "loss": 0.308, "step": 1782 }, { "epoch": 1.7549212598425197, "grad_norm": 11.094430923461914, "learning_rate": 6.865117341682234e-07, "loss": 0.332, "step": 1783 }, { "epoch": 1.7559055118110236, "grad_norm": 14.460293769836426, "learning_rate": 6.857995290518439e-07, "loss": 0.531, "step": 1784 }, { "epoch": 1.7568897637795275, "grad_norm": 11.97847843170166, "learning_rate": 6.850868881030883e-07, "loss": 0.3992, "step": 1785 }, { "epoch": 1.7578740157480315, "grad_norm": 9.501277923583984, "learning_rate": 6.843738130087393e-07, "loss": 0.3785, "step": 1786 }, { "epoch": 1.7588582677165354, "grad_norm": 10.422222137451172, "learning_rate": 6.836603054566059e-07, "loss": 0.6424, "step": 1787 }, { "epoch": 1.7598425196850394, "grad_norm": 9.03464412689209, "learning_rate": 6.829463671355216e-07, "loss": 0.2961, "step": 1788 }, { "epoch": 1.7608267716535433, "grad_norm": 9.770003318786621, "learning_rate": 6.822319997353391e-07, "loss": 0.3291, "step": 1789 }, { "epoch": 1.7618110236220472, "grad_norm": 9.269059181213379, "learning_rate": 6.815172049469268e-07, "loss": 0.3368, "step": 1790 }, { "epoch": 1.7627952755905512, "grad_norm": 8.973724365234375, "learning_rate": 6.808019844621649e-07, "loss": 0.3546, "step": 1791 }, { "epoch": 1.763779527559055, "grad_norm": 12.605461120605469, "learning_rate": 6.800863399739409e-07, "loss": 0.4336, "step": 1792 }, { "epoch": 1.764763779527559, "grad_norm": 14.863327026367188, "learning_rate": 6.793702731761459e-07, "loss": 0.899, "step": 1793 }, { "epoch": 1.765748031496063, "grad_norm": 6.504664421081543, "learning_rate": 6.786537857636707e-07, "loss": 0.1529, "step": 1794 }, { "epoch": 1.766732283464567, "grad_norm": 13.2537841796875, "learning_rate": 6.77936879432402e-07, "loss": 0.5044, "step": 1795 }, { "epoch": 1.7677165354330708, "grad_norm": 11.545211791992188, "learning_rate": 6.772195558792175e-07, "loss": 0.4481, "step": 1796 }, { "epoch": 1.7687007874015748, "grad_norm": 10.334686279296875, "learning_rate": 6.765018168019825e-07, "loss": 0.5129, "step": 1797 }, { "epoch": 1.7696850393700787, "grad_norm": 11.80605411529541, "learning_rate": 6.757836638995461e-07, "loss": 0.67, "step": 1798 }, { "epoch": 1.7706692913385826, "grad_norm": 11.868819236755371, "learning_rate": 6.75065098871737e-07, "loss": 0.5876, "step": 1799 }, { "epoch": 1.7716535433070866, "grad_norm": 13.558659553527832, "learning_rate": 6.74346123419359e-07, "loss": 0.5667, "step": 1800 }, { "epoch": 1.7726377952755905, "grad_norm": 10.476797103881836, "learning_rate": 6.736267392441874e-07, "loss": 0.3875, "step": 1801 }, { "epoch": 1.7736220472440944, "grad_norm": 10.431046485900879, "learning_rate": 6.729069480489652e-07, "loss": 0.3771, "step": 1802 }, { "epoch": 1.7746062992125984, "grad_norm": 7.647192001342773, "learning_rate": 6.721867515373987e-07, "loss": 0.4124, "step": 1803 }, { "epoch": 1.7755905511811023, "grad_norm": 12.491352081298828, "learning_rate": 6.714661514141535e-07, "loss": 0.5689, "step": 1804 }, { "epoch": 1.7765748031496063, "grad_norm": 11.710945129394531, "learning_rate": 6.707451493848502e-07, "loss": 0.634, "step": 1805 }, { "epoch": 1.7775590551181102, "grad_norm": 14.7250394821167, "learning_rate": 6.700237471560614e-07, "loss": 0.6412, "step": 1806 }, { "epoch": 1.7785433070866141, "grad_norm": 15.322542190551758, "learning_rate": 6.693019464353065e-07, "loss": 0.852, "step": 1807 }, { "epoch": 1.779527559055118, "grad_norm": 10.991961479187012, "learning_rate": 6.685797489310481e-07, "loss": 0.4046, "step": 1808 }, { "epoch": 1.780511811023622, "grad_norm": 14.14397144317627, "learning_rate": 6.67857156352688e-07, "loss": 0.8435, "step": 1809 }, { "epoch": 1.781496062992126, "grad_norm": 12.458358764648438, "learning_rate": 6.671341704105632e-07, "loss": 0.4458, "step": 1810 }, { "epoch": 1.78248031496063, "grad_norm": 11.952537536621094, "learning_rate": 6.664107928159419e-07, "loss": 0.4458, "step": 1811 }, { "epoch": 1.7834645669291338, "grad_norm": 9.018787384033203, "learning_rate": 6.656870252810187e-07, "loss": 0.234, "step": 1812 }, { "epoch": 1.784448818897638, "grad_norm": 8.081368446350098, "learning_rate": 6.649628695189123e-07, "loss": 0.2844, "step": 1813 }, { "epoch": 1.7854330708661417, "grad_norm": 7.770649433135986, "learning_rate": 6.642383272436589e-07, "loss": 0.4315, "step": 1814 }, { "epoch": 1.7864173228346458, "grad_norm": 12.0542573928833, "learning_rate": 6.635134001702107e-07, "loss": 0.6663, "step": 1815 }, { "epoch": 1.7874015748031495, "grad_norm": 13.215538024902344, "learning_rate": 6.627880900144303e-07, "loss": 0.7126, "step": 1816 }, { "epoch": 1.7883858267716537, "grad_norm": 7.426309108734131, "learning_rate": 6.620623984930869e-07, "loss": 0.2318, "step": 1817 }, { "epoch": 1.7893700787401574, "grad_norm": 9.918778419494629, "learning_rate": 6.613363273238527e-07, "loss": 0.3844, "step": 1818 }, { "epoch": 1.7903543307086616, "grad_norm": 7.417040824890137, "learning_rate": 6.606098782252978e-07, "loss": 0.2853, "step": 1819 }, { "epoch": 1.7913385826771653, "grad_norm": 9.51761531829834, "learning_rate": 6.598830529168877e-07, "loss": 0.3053, "step": 1820 }, { "epoch": 1.7923228346456694, "grad_norm": 12.628561019897461, "learning_rate": 6.591558531189781e-07, "loss": 0.6893, "step": 1821 }, { "epoch": 1.7933070866141732, "grad_norm": 10.970913887023926, "learning_rate": 6.584282805528106e-07, "loss": 0.3448, "step": 1822 }, { "epoch": 1.7942913385826773, "grad_norm": 11.655643463134766, "learning_rate": 6.577003369405099e-07, "loss": 0.4703, "step": 1823 }, { "epoch": 1.795275590551181, "grad_norm": 7.324519157409668, "learning_rate": 6.569720240050784e-07, "loss": 0.2449, "step": 1824 }, { "epoch": 1.7962598425196852, "grad_norm": 11.098455429077148, "learning_rate": 6.562433434703928e-07, "loss": 0.4558, "step": 1825 }, { "epoch": 1.797244094488189, "grad_norm": 3.6354446411132812, "learning_rate": 6.555142970612001e-07, "loss": 0.0693, "step": 1826 }, { "epoch": 1.798228346456693, "grad_norm": 11.416316032409668, "learning_rate": 6.54784886503113e-07, "loss": 0.4178, "step": 1827 }, { "epoch": 1.7992125984251968, "grad_norm": 11.04200267791748, "learning_rate": 6.540551135226061e-07, "loss": 0.3354, "step": 1828 }, { "epoch": 1.800196850393701, "grad_norm": 14.586440086364746, "learning_rate": 6.533249798470123e-07, "loss": 0.6727, "step": 1829 }, { "epoch": 1.8011811023622046, "grad_norm": 14.171919822692871, "learning_rate": 6.525944872045175e-07, "loss": 0.4957, "step": 1830 }, { "epoch": 1.8021653543307088, "grad_norm": 14.926817893981934, "learning_rate": 6.51863637324158e-07, "loss": 0.5577, "step": 1831 }, { "epoch": 1.8031496062992125, "grad_norm": 12.324542045593262, "learning_rate": 6.511324319358154e-07, "loss": 0.3628, "step": 1832 }, { "epoch": 1.8041338582677167, "grad_norm": 8.232148170471191, "learning_rate": 6.504008727702123e-07, "loss": 0.1764, "step": 1833 }, { "epoch": 1.8051181102362204, "grad_norm": 8.707999229431152, "learning_rate": 6.496689615589096e-07, "loss": 0.2427, "step": 1834 }, { "epoch": 1.8061023622047245, "grad_norm": 13.219265937805176, "learning_rate": 6.489367000343005e-07, "loss": 0.3703, "step": 1835 }, { "epoch": 1.8070866141732282, "grad_norm": 9.929430961608887, "learning_rate": 6.482040899296081e-07, "loss": 0.2839, "step": 1836 }, { "epoch": 1.8070866141732282, "eval_Qnli-dev_cosine_accuracy": 0.697265625, "eval_Qnli-dev_cosine_accuracy_threshold": 0.775582492351532, "eval_Qnli-dev_cosine_ap": 0.688738787235431, "eval_Qnli-dev_cosine_f1": 0.6951456310679611, "eval_Qnli-dev_cosine_f1_threshold": 0.7566580772399902, "eval_Qnli-dev_cosine_precision": 0.6415770609318996, "eval_Qnli-dev_cosine_recall": 0.7584745762711864, "eval_Qnli-dev_dot_accuracy": 0.697265625, "eval_Qnli-dev_dot_accuracy_threshold": 593.4371337890625, "eval_Qnli-dev_dot_ap": 0.6890728187486499, "eval_Qnli-dev_dot_f1": 0.6951456310679611, "eval_Qnli-dev_dot_f1_threshold": 578.9700317382812, "eval_Qnli-dev_dot_precision": 0.6415770609318996, "eval_Qnli-dev_dot_recall": 0.7584745762711864, "eval_Qnli-dev_euclidean_accuracy": 0.697265625, "eval_Qnli-dev_euclidean_accuracy_threshold": 18.531177520751953, "eval_Qnli-dev_euclidean_ap": 0.6886470121465607, "eval_Qnli-dev_euclidean_f1": 0.6951456310679611, "eval_Qnli-dev_euclidean_f1_threshold": 19.3006591796875, "eval_Qnli-dev_euclidean_precision": 0.6415770609318996, "eval_Qnli-dev_euclidean_recall": 0.7584745762711864, "eval_Qnli-dev_manhattan_accuracy": 0.705078125, "eval_Qnli-dev_manhattan_accuracy_threshold": 392.95538330078125, "eval_Qnli-dev_manhattan_ap": 0.690347526905352, "eval_Qnli-dev_manhattan_f1": 0.6912621359223301, "eval_Qnli-dev_manhattan_f1_threshold": 425.84490966796875, "eval_Qnli-dev_manhattan_precision": 0.6379928315412187, "eval_Qnli-dev_manhattan_recall": 0.7542372881355932, "eval_Qnli-dev_max_accuracy": 0.705078125, "eval_Qnli-dev_max_accuracy_threshold": 593.4371337890625, "eval_Qnli-dev_max_ap": 0.690347526905352, "eval_Qnli-dev_max_f1": 0.6951456310679611, "eval_Qnli-dev_max_f1_threshold": 578.9700317382812, "eval_Qnli-dev_max_precision": 0.6415770609318996, "eval_Qnli-dev_max_recall": 0.7584745762711864, "eval_allNLI-dev_cosine_accuracy": 0.6953125, "eval_allNLI-dev_cosine_accuracy_threshold": 0.9281036257743835, "eval_allNLI-dev_cosine_ap": 0.5317153845037348, "eval_allNLI-dev_cosine_f1": 0.577319587628866, "eval_allNLI-dev_cosine_f1_threshold": 0.8576892614364624, "eval_allNLI-dev_cosine_precision": 0.5209302325581395, "eval_allNLI-dev_cosine_recall": 0.6473988439306358, "eval_allNLI-dev_dot_accuracy": 0.6953125, "eval_allNLI-dev_dot_accuracy_threshold": 710.734375, "eval_allNLI-dev_dot_ap": 0.5325389254628002, "eval_allNLI-dev_dot_f1": 0.5788113695090439, "eval_allNLI-dev_dot_f1_threshold": 656.3677368164062, "eval_allNLI-dev_dot_precision": 0.5233644859813084, "eval_allNLI-dev_dot_recall": 0.6473988439306358, "eval_allNLI-dev_euclidean_accuracy": 0.6953125, "eval_allNLI-dev_euclidean_accuracy_threshold": 10.493587493896484, "eval_allNLI-dev_euclidean_ap": 0.5319987489812823, "eval_allNLI-dev_euclidean_f1": 0.577319587628866, "eval_allNLI-dev_euclidean_f1_threshold": 14.756336212158203, "eval_allNLI-dev_euclidean_precision": 0.5209302325581395, "eval_allNLI-dev_euclidean_recall": 0.6473988439306358, "eval_allNLI-dev_manhattan_accuracy": 0.693359375, "eval_allNLI-dev_manhattan_accuracy_threshold": 231.1400146484375, "eval_allNLI-dev_manhattan_ap": 0.5333786665126131, "eval_allNLI-dev_manhattan_f1": 0.5749385749385749, "eval_allNLI-dev_manhattan_f1_threshold": 334.93621826171875, "eval_allNLI-dev_manhattan_precision": 0.5, "eval_allNLI-dev_manhattan_recall": 0.6763005780346821, "eval_allNLI-dev_max_accuracy": 0.6953125, "eval_allNLI-dev_max_accuracy_threshold": 710.734375, "eval_allNLI-dev_max_ap": 0.5333786665126131, "eval_allNLI-dev_max_f1": 0.5788113695090439, "eval_allNLI-dev_max_f1_threshold": 656.3677368164062, "eval_allNLI-dev_max_precision": 0.5233644859813084, "eval_allNLI-dev_max_recall": 0.6763005780346821, "eval_loss": 0.8638383150100708, "eval_runtime": 50.5746, "eval_samples_per_second": 32.902, "eval_sequential_score": 0.690347526905352, "eval_steps_per_second": 0.138, "eval_sts-test_pearson_cosine": 0.6744927184612423, "eval_sts-test_pearson_dot": 0.6743365606265737, "eval_sts-test_pearson_euclidean": 0.6937012781730647, "eval_sts-test_pearson_manhattan": 0.6939985907312147, "eval_sts-test_pearson_max": 0.6939985907312147, "eval_sts-test_spearman_cosine": 0.6827461426262607, "eval_sts-test_spearman_dot": 0.682627149022221, "eval_sts-test_spearman_euclidean": 0.6828339446011107, "eval_sts-test_spearman_manhattan": 0.6836835472986263, "eval_sts-test_spearman_max": 0.6836835472986263, "step": 1836 }, { "epoch": 1.8080708661417324, "grad_norm": 10.339896202087402, "learning_rate": 6.474711329788802e-07, "loss": 0.3651, "step": 1837 }, { "epoch": 1.8090551181102361, "grad_norm": 12.040072441101074, "learning_rate": 6.467378309169858e-07, "loss": 0.3415, "step": 1838 }, { "epoch": 1.8100393700787403, "grad_norm": 10.304866790771484, "learning_rate": 6.460041854796105e-07, "loss": 0.312, "step": 1839 }, { "epoch": 1.811023622047244, "grad_norm": 7.809697151184082, "learning_rate": 6.452701984032526e-07, "loss": 0.2208, "step": 1840 }, { "epoch": 1.8120078740157481, "grad_norm": 9.799861907958984, "learning_rate": 6.445358714252195e-07, "loss": 0.4022, "step": 1841 }, { "epoch": 1.8129921259842519, "grad_norm": 15.075982093811035, "learning_rate": 6.438012062836226e-07, "loss": 0.8372, "step": 1842 }, { "epoch": 1.813976377952756, "grad_norm": 10.279742240905762, "learning_rate": 6.430662047173742e-07, "loss": 0.2395, "step": 1843 }, { "epoch": 1.8149606299212597, "grad_norm": 8.526269912719727, "learning_rate": 6.423308684661825e-07, "loss": 0.2016, "step": 1844 }, { "epoch": 1.8159448818897639, "grad_norm": 6.898560047149658, "learning_rate": 6.415951992705482e-07, "loss": 0.1323, "step": 1845 }, { "epoch": 1.8169291338582676, "grad_norm": 13.116087913513184, "learning_rate": 6.408591988717594e-07, "loss": 0.4582, "step": 1846 }, { "epoch": 1.8179133858267718, "grad_norm": 11.618614196777344, "learning_rate": 6.401228690118893e-07, "loss": 0.3896, "step": 1847 }, { "epoch": 1.8188976377952755, "grad_norm": 12.383076667785645, "learning_rate": 6.3938621143379e-07, "loss": 0.4897, "step": 1848 }, { "epoch": 1.8198818897637796, "grad_norm": 8.645105361938477, "learning_rate": 6.386492278810894e-07, "loss": 0.1942, "step": 1849 }, { "epoch": 1.8208661417322833, "grad_norm": 7.458933353424072, "learning_rate": 6.37911920098187e-07, "loss": 0.1479, "step": 1850 }, { "epoch": 1.8218503937007875, "grad_norm": 12.923534393310547, "learning_rate": 6.371742898302503e-07, "loss": 0.4026, "step": 1851 }, { "epoch": 1.8228346456692912, "grad_norm": 11.39023208618164, "learning_rate": 6.364363388232091e-07, "loss": 0.4361, "step": 1852 }, { "epoch": 1.8238188976377954, "grad_norm": 12.149271011352539, "learning_rate": 6.356980688237535e-07, "loss": 0.3709, "step": 1853 }, { "epoch": 1.824803149606299, "grad_norm": 7.508931636810303, "learning_rate": 6.349594815793275e-07, "loss": 0.1513, "step": 1854 }, { "epoch": 1.8257874015748032, "grad_norm": 16.406944274902344, "learning_rate": 6.34220578838127e-07, "loss": 1.1054, "step": 1855 }, { "epoch": 1.826771653543307, "grad_norm": 10.299270629882812, "learning_rate": 6.334813623490939e-07, "loss": 0.3779, "step": 1856 }, { "epoch": 1.827755905511811, "grad_norm": 10.28286361694336, "learning_rate": 6.327418338619132e-07, "loss": 0.3918, "step": 1857 }, { "epoch": 1.8287401574803148, "grad_norm": 17.7500057220459, "learning_rate": 6.320019951270082e-07, "loss": 0.8661, "step": 1858 }, { "epoch": 1.829724409448819, "grad_norm": 15.081620216369629, "learning_rate": 6.312618478955368e-07, "loss": 0.5442, "step": 1859 }, { "epoch": 1.8307086614173227, "grad_norm": 9.177066802978516, "learning_rate": 6.305213939193864e-07, "loss": 0.2266, "step": 1860 }, { "epoch": 1.8316929133858268, "grad_norm": 11.408110618591309, "learning_rate": 6.297806349511711e-07, "loss": 0.2871, "step": 1861 }, { "epoch": 1.8326771653543306, "grad_norm": 13.180274963378906, "learning_rate": 6.290395727442269e-07, "loss": 0.6227, "step": 1862 }, { "epoch": 1.8336614173228347, "grad_norm": 12.962007522583008, "learning_rate": 6.282982090526071e-07, "loss": 0.5195, "step": 1863 }, { "epoch": 1.8346456692913384, "grad_norm": 8.186065673828125, "learning_rate": 6.27556545631079e-07, "loss": 0.1537, "step": 1864 }, { "epoch": 1.8356299212598426, "grad_norm": 13.374753952026367, "learning_rate": 6.268145842351191e-07, "loss": 0.4054, "step": 1865 }, { "epoch": 1.8366141732283463, "grad_norm": 18.404796600341797, "learning_rate": 6.260723266209094e-07, "loss": 1.0866, "step": 1866 }, { "epoch": 1.8375984251968505, "grad_norm": 9.623383522033691, "learning_rate": 6.253297745453329e-07, "loss": 0.3088, "step": 1867 }, { "epoch": 1.8385826771653542, "grad_norm": 15.913948059082031, "learning_rate": 6.245869297659694e-07, "loss": 0.8792, "step": 1868 }, { "epoch": 1.8395669291338583, "grad_norm": 8.207590103149414, "learning_rate": 6.238437940410921e-07, "loss": 0.2253, "step": 1869 }, { "epoch": 1.840551181102362, "grad_norm": 9.02070426940918, "learning_rate": 6.231003691296622e-07, "loss": 0.2422, "step": 1870 }, { "epoch": 1.8415354330708662, "grad_norm": 9.788644790649414, "learning_rate": 6.223566567913256e-07, "loss": 0.3587, "step": 1871 }, { "epoch": 1.84251968503937, "grad_norm": 15.468562126159668, "learning_rate": 6.216126587864084e-07, "loss": 1.0157, "step": 1872 }, { "epoch": 1.843503937007874, "grad_norm": 13.664466857910156, "learning_rate": 6.208683768759136e-07, "loss": 0.5268, "step": 1873 }, { "epoch": 1.844488188976378, "grad_norm": 12.072665214538574, "learning_rate": 6.201238128215152e-07, "loss": 0.3945, "step": 1874 }, { "epoch": 1.845472440944882, "grad_norm": 6.9167070388793945, "learning_rate": 6.193789683855555e-07, "loss": 0.1593, "step": 1875 }, { "epoch": 1.8464566929133859, "grad_norm": 13.289469718933105, "learning_rate": 6.186338453310404e-07, "loss": 0.4943, "step": 1876 }, { "epoch": 1.8474409448818898, "grad_norm": 14.335954666137695, "learning_rate": 6.178884454216355e-07, "loss": 0.5563, "step": 1877 }, { "epoch": 1.8484251968503937, "grad_norm": 12.79931640625, "learning_rate": 6.171427704216609e-07, "loss": 0.674, "step": 1878 }, { "epoch": 1.8494094488188977, "grad_norm": 13.337133407592773, "learning_rate": 6.163968220960891e-07, "loss": 0.5021, "step": 1879 }, { "epoch": 1.8503937007874016, "grad_norm": 10.655539512634277, "learning_rate": 6.156506022105382e-07, "loss": 0.256, "step": 1880 }, { "epoch": 1.8513779527559056, "grad_norm": 13.640843391418457, "learning_rate": 6.1490411253127e-07, "loss": 0.4215, "step": 1881 }, { "epoch": 1.8523622047244095, "grad_norm": 14.875307083129883, "learning_rate": 6.141573548251847e-07, "loss": 0.4112, "step": 1882 }, { "epoch": 1.8533464566929134, "grad_norm": 13.641471862792969, "learning_rate": 6.134103308598166e-07, "loss": 0.7106, "step": 1883 }, { "epoch": 1.8543307086614174, "grad_norm": 12.023168563842773, "learning_rate": 6.126630424033303e-07, "loss": 0.2984, "step": 1884 }, { "epoch": 1.8553149606299213, "grad_norm": 17.169565200805664, "learning_rate": 6.119154912245167e-07, "loss": 0.7731, "step": 1885 }, { "epoch": 1.8562992125984252, "grad_norm": 11.882272720336914, "learning_rate": 6.111676790927884e-07, "loss": 0.3873, "step": 1886 }, { "epoch": 1.8572834645669292, "grad_norm": 13.995811462402344, "learning_rate": 6.104196077781757e-07, "loss": 0.5798, "step": 1887 }, { "epoch": 1.858267716535433, "grad_norm": 6.9644646644592285, "learning_rate": 6.096712790513222e-07, "loss": 0.1436, "step": 1888 }, { "epoch": 1.859251968503937, "grad_norm": 10.488465309143066, "learning_rate": 6.08922694683481e-07, "loss": 0.2872, "step": 1889 }, { "epoch": 1.860236220472441, "grad_norm": 15.655674934387207, "learning_rate": 6.081738564465103e-07, "loss": 1.0389, "step": 1890 }, { "epoch": 1.861220472440945, "grad_norm": 12.279995918273926, "learning_rate": 6.07424766112869e-07, "loss": 0.4683, "step": 1891 }, { "epoch": 1.8622047244094488, "grad_norm": 12.133166313171387, "learning_rate": 6.066754254556127e-07, "loss": 0.3775, "step": 1892 }, { "epoch": 1.8631889763779528, "grad_norm": 10.459905624389648, "learning_rate": 6.059258362483897e-07, "loss": 0.374, "step": 1893 }, { "epoch": 1.8641732283464567, "grad_norm": 7.63214635848999, "learning_rate": 6.051760002654364e-07, "loss": 0.183, "step": 1894 }, { "epoch": 1.8651574803149606, "grad_norm": 12.797852516174316, "learning_rate": 6.044259192815735e-07, "loss": 0.4589, "step": 1895 }, { "epoch": 1.8661417322834646, "grad_norm": 15.862738609313965, "learning_rate": 6.036755950722014e-07, "loss": 0.5661, "step": 1896 }, { "epoch": 1.8671259842519685, "grad_norm": 10.23412799835205, "learning_rate": 6.029250294132965e-07, "loss": 0.3746, "step": 1897 }, { "epoch": 1.8681102362204725, "grad_norm": 11.018589973449707, "learning_rate": 6.021742240814067e-07, "loss": 0.3988, "step": 1898 }, { "epoch": 1.8690944881889764, "grad_norm": 9.83062744140625, "learning_rate": 6.014231808536463e-07, "loss": 0.3589, "step": 1899 }, { "epoch": 1.8700787401574803, "grad_norm": 8.018756866455078, "learning_rate": 6.006719015076938e-07, "loss": 0.3373, "step": 1900 }, { "epoch": 1.8710629921259843, "grad_norm": 10.258496284484863, "learning_rate": 5.999203878217861e-07, "loss": 0.3848, "step": 1901 }, { "epoch": 1.8720472440944882, "grad_norm": 9.544556617736816, "learning_rate": 5.99168641574715e-07, "loss": 0.2908, "step": 1902 }, { "epoch": 1.8730314960629921, "grad_norm": 11.74750804901123, "learning_rate": 5.984166645458224e-07, "loss": 0.511, "step": 1903 }, { "epoch": 1.874015748031496, "grad_norm": 7.742142200469971, "learning_rate": 5.976644585149967e-07, "loss": 0.2879, "step": 1904 }, { "epoch": 1.875, "grad_norm": 7.75278377532959, "learning_rate": 5.969120252626684e-07, "loss": 0.213, "step": 1905 }, { "epoch": 1.875984251968504, "grad_norm": 12.225879669189453, "learning_rate": 5.961593665698055e-07, "loss": 0.4193, "step": 1906 }, { "epoch": 1.8769685039370079, "grad_norm": 10.169327735900879, "learning_rate": 5.954064842179099e-07, "loss": 0.357, "step": 1907 }, { "epoch": 1.8779527559055118, "grad_norm": 13.49083423614502, "learning_rate": 5.946533799890127e-07, "loss": 0.5527, "step": 1908 }, { "epoch": 1.8789370078740157, "grad_norm": 14.641011238098145, "learning_rate": 5.939000556656704e-07, "loss": 0.7, "step": 1909 }, { "epoch": 1.8799212598425197, "grad_norm": 7.070704936981201, "learning_rate": 5.931465130309604e-07, "loss": 0.1586, "step": 1910 }, { "epoch": 1.8809055118110236, "grad_norm": 13.22642707824707, "learning_rate": 5.923927538684764e-07, "loss": 0.4659, "step": 1911 }, { "epoch": 1.8818897637795275, "grad_norm": 6.765905857086182, "learning_rate": 5.916387799623253e-07, "loss": 0.1581, "step": 1912 }, { "epoch": 1.8828740157480315, "grad_norm": 11.993915557861328, "learning_rate": 5.908845930971217e-07, "loss": 0.4552, "step": 1913 }, { "epoch": 1.8838582677165354, "grad_norm": 11.672133445739746, "learning_rate": 5.901301950579845e-07, "loss": 0.4731, "step": 1914 }, { "epoch": 1.8848425196850394, "grad_norm": 13.491580963134766, "learning_rate": 5.893755876305328e-07, "loss": 0.7688, "step": 1915 }, { "epoch": 1.8858267716535433, "grad_norm": 13.972790718078613, "learning_rate": 5.886207726008805e-07, "loss": 0.4149, "step": 1916 }, { "epoch": 1.8868110236220472, "grad_norm": 16.476404190063477, "learning_rate": 5.878657517556336e-07, "loss": 0.6552, "step": 1917 }, { "epoch": 1.8877952755905512, "grad_norm": 13.266674041748047, "learning_rate": 5.871105268818848e-07, "loss": 0.3994, "step": 1918 }, { "epoch": 1.888779527559055, "grad_norm": 9.897150039672852, "learning_rate": 5.863550997672101e-07, "loss": 0.2387, "step": 1919 }, { "epoch": 1.889763779527559, "grad_norm": 10.708202362060547, "learning_rate": 5.855994721996638e-07, "loss": 0.4503, "step": 1920 }, { "epoch": 1.890748031496063, "grad_norm": 15.079380989074707, "learning_rate": 5.848436459677752e-07, "loss": 0.8661, "step": 1921 }, { "epoch": 1.891732283464567, "grad_norm": 8.452141761779785, "learning_rate": 5.840876228605432e-07, "loss": 0.1919, "step": 1922 }, { "epoch": 1.8927165354330708, "grad_norm": 8.290151596069336, "learning_rate": 5.833314046674329e-07, "loss": 0.2893, "step": 1923 }, { "epoch": 1.8937007874015748, "grad_norm": 10.83450698852539, "learning_rate": 5.825749931783715e-07, "loss": 0.4982, "step": 1924 }, { "epoch": 1.8946850393700787, "grad_norm": 12.19471549987793, "learning_rate": 5.818183901837435e-07, "loss": 0.5492, "step": 1925 }, { "epoch": 1.8956692913385826, "grad_norm": 10.35559368133545, "learning_rate": 5.810615974743864e-07, "loss": 0.4138, "step": 1926 }, { "epoch": 1.8966535433070866, "grad_norm": 11.441749572753906, "learning_rate": 5.803046168415872e-07, "loss": 0.5311, "step": 1927 }, { "epoch": 1.8976377952755905, "grad_norm": 12.828340530395508, "learning_rate": 5.795474500770772e-07, "loss": 0.7912, "step": 1928 }, { "epoch": 1.8986220472440944, "grad_norm": 14.586247444152832, "learning_rate": 5.787900989730291e-07, "loss": 0.8013, "step": 1929 }, { "epoch": 1.8996062992125984, "grad_norm": 9.356870651245117, "learning_rate": 5.780325653220509e-07, "loss": 0.3011, "step": 1930 }, { "epoch": 1.9005905511811023, "grad_norm": 3.8600447177886963, "learning_rate": 5.772748509171833e-07, "loss": 0.0675, "step": 1931 }, { "epoch": 1.9015748031496063, "grad_norm": 10.75484848022461, "learning_rate": 5.765169575518948e-07, "loss": 0.4471, "step": 1932 }, { "epoch": 1.9025590551181102, "grad_norm": 6.319433689117432, "learning_rate": 5.757588870200772e-07, "loss": 0.1335, "step": 1933 }, { "epoch": 1.9035433070866141, "grad_norm": 9.709519386291504, "learning_rate": 5.750006411160421e-07, "loss": 0.4238, "step": 1934 }, { "epoch": 1.904527559055118, "grad_norm": 14.068886756896973, "learning_rate": 5.742422216345157e-07, "loss": 0.4881, "step": 1935 }, { "epoch": 1.905511811023622, "grad_norm": 13.283921241760254, "learning_rate": 5.734836303706352e-07, "loss": 0.677, "step": 1936 }, { "epoch": 1.906496062992126, "grad_norm": 11.908031463623047, "learning_rate": 5.727248691199446e-07, "loss": 0.4711, "step": 1937 }, { "epoch": 1.90748031496063, "grad_norm": 6.094554424285889, "learning_rate": 5.719659396783902e-07, "loss": 0.1324, "step": 1938 }, { "epoch": 1.9084645669291338, "grad_norm": 7.862908363342285, "learning_rate": 5.712068438423161e-07, "loss": 0.3842, "step": 1939 }, { "epoch": 1.909448818897638, "grad_norm": 11.08634090423584, "learning_rate": 5.704475834084608e-07, "loss": 0.4307, "step": 1940 }, { "epoch": 1.9104330708661417, "grad_norm": 7.747585296630859, "learning_rate": 5.696881601739517e-07, "loss": 0.2825, "step": 1941 }, { "epoch": 1.9114173228346458, "grad_norm": 10.382781982421875, "learning_rate": 5.689285759363022e-07, "loss": 0.269, "step": 1942 }, { "epoch": 1.9124015748031495, "grad_norm": 12.933969497680664, "learning_rate": 5.681688324934064e-07, "loss": 0.5368, "step": 1943 }, { "epoch": 1.9133858267716537, "grad_norm": 13.612123489379883, "learning_rate": 5.674089316435353e-07, "loss": 0.5181, "step": 1944 }, { "epoch": 1.9143700787401574, "grad_norm": 11.407240867614746, "learning_rate": 5.666488751853321e-07, "loss": 0.2569, "step": 1945 }, { "epoch": 1.9153543307086616, "grad_norm": 13.681182861328125, "learning_rate": 5.658886649178096e-07, "loss": 0.5495, "step": 1946 }, { "epoch": 1.9163385826771653, "grad_norm": 10.186968803405762, "learning_rate": 5.651283026403427e-07, "loss": 0.2403, "step": 1947 }, { "epoch": 1.9173228346456694, "grad_norm": 16.009565353393555, "learning_rate": 5.64367790152668e-07, "loss": 0.5904, "step": 1948 }, { "epoch": 1.9183070866141732, "grad_norm": 14.810846328735352, "learning_rate": 5.636071292548766e-07, "loss": 0.841, "step": 1949 }, { "epoch": 1.9192913385826773, "grad_norm": 12.214828491210938, "learning_rate": 5.628463217474108e-07, "loss": 0.5092, "step": 1950 }, { "epoch": 1.920275590551181, "grad_norm": 13.162872314453125, "learning_rate": 5.620853694310604e-07, "loss": 0.5407, "step": 1951 }, { "epoch": 1.9212598425196852, "grad_norm": 9.507124900817871, "learning_rate": 5.613242741069578e-07, "loss": 0.447, "step": 1952 }, { "epoch": 1.922244094488189, "grad_norm": 10.588579177856445, "learning_rate": 5.605630375765739e-07, "loss": 0.3349, "step": 1953 }, { "epoch": 1.923228346456693, "grad_norm": 10.573832511901855, "learning_rate": 5.598016616417136e-07, "loss": 0.3061, "step": 1954 }, { "epoch": 1.9242125984251968, "grad_norm": 11.5529203414917, "learning_rate": 5.590401481045118e-07, "loss": 0.4172, "step": 1955 }, { "epoch": 1.925196850393701, "grad_norm": 17.73041343688965, "learning_rate": 5.582784987674296e-07, "loss": 0.9333, "step": 1956 }, { "epoch": 1.9261811023622046, "grad_norm": 6.100178241729736, "learning_rate": 5.575167154332489e-07, "loss": 0.1431, "step": 1957 }, { "epoch": 1.9271653543307088, "grad_norm": 18.10417366027832, "learning_rate": 5.567547999050692e-07, "loss": 1.287, "step": 1958 }, { "epoch": 1.9281496062992125, "grad_norm": 9.070444107055664, "learning_rate": 5.559927539863024e-07, "loss": 0.4819, "step": 1959 }, { "epoch": 1.9291338582677167, "grad_norm": 9.977766990661621, "learning_rate": 5.552305794806699e-07, "loss": 0.4332, "step": 1960 }, { "epoch": 1.9301181102362204, "grad_norm": 14.155847549438477, "learning_rate": 5.544682781921964e-07, "loss": 0.5793, "step": 1961 }, { "epoch": 1.9311023622047245, "grad_norm": 7.486117362976074, "learning_rate": 5.537058519252076e-07, "loss": 0.1754, "step": 1962 }, { "epoch": 1.9320866141732282, "grad_norm": 9.620716094970703, "learning_rate": 5.529433024843244e-07, "loss": 0.3553, "step": 1963 }, { "epoch": 1.9330708661417324, "grad_norm": 8.661392211914062, "learning_rate": 5.521806316744594e-07, "loss": 0.3444, "step": 1964 }, { "epoch": 1.9340551181102361, "grad_norm": 11.182474136352539, "learning_rate": 5.514178413008125e-07, "loss": 0.5331, "step": 1965 }, { "epoch": 1.9350393700787403, "grad_norm": 5.605703353881836, "learning_rate": 5.506549331688669e-07, "loss": 0.1572, "step": 1966 }, { "epoch": 1.936023622047244, "grad_norm": 11.598262786865234, "learning_rate": 5.49891909084384e-07, "loss": 0.3608, "step": 1967 }, { "epoch": 1.9370078740157481, "grad_norm": 8.981062889099121, "learning_rate": 5.491287708534e-07, "loss": 0.2908, "step": 1968 }, { "epoch": 1.9379921259842519, "grad_norm": 13.642875671386719, "learning_rate": 5.483655202822214e-07, "loss": 0.6125, "step": 1969 }, { "epoch": 1.938976377952756, "grad_norm": 12.759238243103027, "learning_rate": 5.4760215917742e-07, "loss": 0.258, "step": 1970 }, { "epoch": 1.9399606299212597, "grad_norm": 11.04817008972168, "learning_rate": 5.4683868934583e-07, "loss": 0.5867, "step": 1971 }, { "epoch": 1.9409448818897639, "grad_norm": 9.991081237792969, "learning_rate": 5.460751125945424e-07, "loss": 0.4119, "step": 1972 }, { "epoch": 1.9419291338582676, "grad_norm": 14.327850341796875, "learning_rate": 5.453114307309015e-07, "loss": 0.4027, "step": 1973 }, { "epoch": 1.9429133858267718, "grad_norm": 7.812295436859131, "learning_rate": 5.445476455625002e-07, "loss": 0.2298, "step": 1974 }, { "epoch": 1.9438976377952755, "grad_norm": 8.687687873840332, "learning_rate": 5.437837588971761e-07, "loss": 0.3679, "step": 1975 }, { "epoch": 1.9448818897637796, "grad_norm": 12.897151947021484, "learning_rate": 5.430197725430071e-07, "loss": 0.3998, "step": 1976 }, { "epoch": 1.9458661417322833, "grad_norm": 9.91887092590332, "learning_rate": 5.422556883083069e-07, "loss": 0.2195, "step": 1977 }, { "epoch": 1.9468503937007875, "grad_norm": 8.012516021728516, "learning_rate": 5.414915080016209e-07, "loss": 0.1621, "step": 1978 }, { "epoch": 1.9478346456692912, "grad_norm": 13.478154182434082, "learning_rate": 5.407272334317221e-07, "loss": 0.5747, "step": 1979 }, { "epoch": 1.9488188976377954, "grad_norm": 18.646350860595703, "learning_rate": 5.399628664076062e-07, "loss": 1.0614, "step": 1980 }, { "epoch": 1.949803149606299, "grad_norm": 9.263113021850586, "learning_rate": 5.391984087384882e-07, "loss": 0.3013, "step": 1981 }, { "epoch": 1.9507874015748032, "grad_norm": 12.43802261352539, "learning_rate": 5.384338622337973e-07, "loss": 0.3753, "step": 1982 }, { "epoch": 1.951771653543307, "grad_norm": 8.433222770690918, "learning_rate": 5.37669228703173e-07, "loss": 0.1918, "step": 1983 }, { "epoch": 1.952755905511811, "grad_norm": 11.056380271911621, "learning_rate": 5.369045099564613e-07, "loss": 0.2864, "step": 1984 }, { "epoch": 1.9537401574803148, "grad_norm": 7.701892375946045, "learning_rate": 5.361397078037089e-07, "loss": 0.1933, "step": 1985 }, { "epoch": 1.954724409448819, "grad_norm": 9.080361366271973, "learning_rate": 5.353748240551612e-07, "loss": 0.1951, "step": 1986 }, { "epoch": 1.9557086614173227, "grad_norm": 10.842450141906738, "learning_rate": 5.346098605212553e-07, "loss": 0.6032, "step": 1987 }, { "epoch": 1.9566929133858268, "grad_norm": 17.33802604675293, "learning_rate": 5.338448190126184e-07, "loss": 0.9978, "step": 1988 }, { "epoch": 1.9576771653543306, "grad_norm": 12.883622169494629, "learning_rate": 5.330797013400614e-07, "loss": 0.5123, "step": 1989 }, { "epoch": 1.9576771653543306, "eval_Qnli-dev_cosine_accuracy": 0.701171875, "eval_Qnli-dev_cosine_accuracy_threshold": 0.8180251121520996, "eval_Qnli-dev_cosine_ap": 0.7143839210403344, "eval_Qnli-dev_cosine_f1": 0.6892655367231638, "eval_Qnli-dev_cosine_f1_threshold": 0.7824835181236267, "eval_Qnli-dev_cosine_precision": 0.6203389830508474, "eval_Qnli-dev_cosine_recall": 0.7754237288135594, "eval_Qnli-dev_dot_accuracy": 0.69921875, "eval_Qnli-dev_dot_accuracy_threshold": 625.5216064453125, "eval_Qnli-dev_dot_ap": 0.7147411844337869, "eval_Qnli-dev_dot_f1": 0.690566037735849, "eval_Qnli-dev_dot_f1_threshold": 598.4419555664062, "eval_Qnli-dev_dot_precision": 0.6224489795918368, "eval_Qnli-dev_dot_recall": 0.7754237288135594, "eval_Qnli-dev_euclidean_accuracy": 0.701171875, "eval_Qnli-dev_euclidean_accuracy_threshold": 16.680295944213867, "eval_Qnli-dev_euclidean_ap": 0.7145208759421537, "eval_Qnli-dev_euclidean_f1": 0.6892655367231638, "eval_Qnli-dev_euclidean_f1_threshold": 18.235549926757812, "eval_Qnli-dev_euclidean_precision": 0.6203389830508474, "eval_Qnli-dev_euclidean_recall": 0.7754237288135594, "eval_Qnli-dev_manhattan_accuracy": 0.69921875, "eval_Qnli-dev_manhattan_accuracy_threshold": 369.07568359375, "eval_Qnli-dev_manhattan_ap": 0.7158568897840752, "eval_Qnli-dev_manhattan_f1": 0.6934865900383143, "eval_Qnli-dev_manhattan_f1_threshold": 400.7629699707031, "eval_Qnli-dev_manhattan_precision": 0.6328671328671329, "eval_Qnli-dev_manhattan_recall": 0.7669491525423728, "eval_Qnli-dev_max_accuracy": 0.701171875, "eval_Qnli-dev_max_accuracy_threshold": 625.5216064453125, "eval_Qnli-dev_max_ap": 0.7158568897840752, "eval_Qnli-dev_max_f1": 0.6934865900383143, "eval_Qnli-dev_max_f1_threshold": 598.4419555664062, "eval_Qnli-dev_max_precision": 0.6328671328671329, "eval_Qnli-dev_max_recall": 0.7754237288135594, "eval_allNLI-dev_cosine_accuracy": 0.68359375, "eval_allNLI-dev_cosine_accuracy_threshold": 0.9415509104728699, "eval_allNLI-dev_cosine_ap": 0.5172239749490007, "eval_allNLI-dev_cosine_f1": 0.5598377281947262, "eval_allNLI-dev_cosine_f1_threshold": 0.8371573686599731, "eval_allNLI-dev_cosine_precision": 0.43125, "eval_allNLI-dev_cosine_recall": 0.7976878612716763, "eval_allNLI-dev_dot_accuracy": 0.685546875, "eval_allNLI-dev_dot_accuracy_threshold": 720.062744140625, "eval_allNLI-dev_dot_ap": 0.5173952870938315, "eval_allNLI-dev_dot_f1": 0.5591836734693878, "eval_allNLI-dev_dot_f1_threshold": 640.5137939453125, "eval_allNLI-dev_dot_precision": 0.43217665615141954, "eval_allNLI-dev_dot_recall": 0.791907514450867, "eval_allNLI-dev_euclidean_accuracy": 0.68359375, "eval_allNLI-dev_euclidean_accuracy_threshold": 9.455118179321289, "eval_allNLI-dev_euclidean_ap": 0.5173366676727166, "eval_allNLI-dev_euclidean_f1": 0.5598377281947262, "eval_allNLI-dev_euclidean_f1_threshold": 15.775871276855469, "eval_allNLI-dev_euclidean_precision": 0.43125, "eval_allNLI-dev_euclidean_recall": 0.7976878612716763, "eval_allNLI-dev_manhattan_accuracy": 0.68359375, "eval_allNLI-dev_manhattan_accuracy_threshold": 209.49310302734375, "eval_allNLI-dev_manhattan_ap": 0.5162658773602664, "eval_allNLI-dev_manhattan_f1": 0.55863539445629, "eval_allNLI-dev_manhattan_f1_threshold": 338.36199951171875, "eval_allNLI-dev_manhattan_precision": 0.44256756756756754, "eval_allNLI-dev_manhattan_recall": 0.7572254335260116, "eval_allNLI-dev_max_accuracy": 0.685546875, "eval_allNLI-dev_max_accuracy_threshold": 720.062744140625, "eval_allNLI-dev_max_ap": 0.5173952870938315, "eval_allNLI-dev_max_f1": 0.5598377281947262, "eval_allNLI-dev_max_f1_threshold": 640.5137939453125, "eval_allNLI-dev_max_precision": 0.44256756756756754, "eval_allNLI-dev_max_recall": 0.7976878612716763, "eval_loss": 0.7938111424446106, "eval_runtime": 50.2082, "eval_samples_per_second": 33.142, "eval_sequential_score": 0.7158568897840752, "eval_steps_per_second": 0.139, "eval_sts-test_pearson_cosine": 0.6960379723167603, "eval_sts-test_pearson_dot": 0.6957512228793926, "eval_sts-test_pearson_euclidean": 0.7188787382645466, "eval_sts-test_pearson_manhattan": 0.7182504864871246, "eval_sts-test_pearson_max": 0.7188787382645466, "eval_sts-test_spearman_cosine": 0.7094393750210027, "eval_sts-test_spearman_dot": 0.7088395291133124, "eval_sts-test_spearman_euclidean": 0.709505383131555, "eval_sts-test_spearman_manhattan": 0.708816392711173, "eval_sts-test_spearman_max": 0.709505383131555, "step": 1989 }, { "epoch": 1.9586614173228347, "grad_norm": 12.853811264038086, "learning_rate": 5.323145093145763e-07, "loss": 0.5045, "step": 1990 }, { "epoch": 1.9596456692913384, "grad_norm": 7.313170433044434, "learning_rate": 5.3154924474733e-07, "loss": 0.2195, "step": 1991 }, { "epoch": 1.9606299212598426, "grad_norm": 11.035358428955078, "learning_rate": 5.307839094496621e-07, "loss": 0.4691, "step": 1992 }, { "epoch": 1.9616141732283463, "grad_norm": 14.967765808105469, "learning_rate": 5.300185052330793e-07, "loss": 0.5583, "step": 1993 }, { "epoch": 1.9625984251968505, "grad_norm": 10.805540084838867, "learning_rate": 5.292530339092513e-07, "loss": 0.396, "step": 1994 }, { "epoch": 1.9635826771653542, "grad_norm": 12.279142379760742, "learning_rate": 5.284874972900064e-07, "loss": 0.5822, "step": 1995 }, { "epoch": 1.9645669291338583, "grad_norm": 8.870162963867188, "learning_rate": 5.277218971873281e-07, "loss": 0.304, "step": 1996 }, { "epoch": 1.965551181102362, "grad_norm": 12.810161590576172, "learning_rate": 5.269562354133496e-07, "loss": 0.4864, "step": 1997 }, { "epoch": 1.9665354330708662, "grad_norm": 16.406719207763672, "learning_rate": 5.261905137803504e-07, "loss": 0.7415, "step": 1998 }, { "epoch": 1.96751968503937, "grad_norm": 8.030189514160156, "learning_rate": 5.254247341007514e-07, "loss": 0.3624, "step": 1999 }, { "epoch": 1.968503937007874, "grad_norm": 12.63553237915039, "learning_rate": 5.246588981871113e-07, "loss": 0.5553, "step": 2000 }, { "epoch": 1.969488188976378, "grad_norm": 10.115273475646973, "learning_rate": 5.238930078521215e-07, "loss": 0.403, "step": 2001 }, { "epoch": 1.970472440944882, "grad_norm": 10.957775115966797, "learning_rate": 5.231270649086023e-07, "loss": 0.3852, "step": 2002 }, { "epoch": 1.9714566929133859, "grad_norm": 10.635632514953613, "learning_rate": 5.22361071169499e-07, "loss": 0.426, "step": 2003 }, { "epoch": 1.9724409448818898, "grad_norm": 12.00613784790039, "learning_rate": 5.215950284478763e-07, "loss": 0.5756, "step": 2004 }, { "epoch": 1.9734251968503937, "grad_norm": 10.560711860656738, "learning_rate": 5.208289385569154e-07, "loss": 0.5362, "step": 2005 }, { "epoch": 1.9744094488188977, "grad_norm": 9.652769088745117, "learning_rate": 5.20062803309909e-07, "loss": 0.3039, "step": 2006 }, { "epoch": 1.9753937007874016, "grad_norm": 10.32618236541748, "learning_rate": 5.192966245202571e-07, "loss": 0.5428, "step": 2007 }, { "epoch": 1.9763779527559056, "grad_norm": 8.049816131591797, "learning_rate": 5.18530404001463e-07, "loss": 0.1809, "step": 2008 }, { "epoch": 1.9773622047244095, "grad_norm": 7.6905717849731445, "learning_rate": 5.177641435671284e-07, "loss": 0.4187, "step": 2009 }, { "epoch": 1.9783464566929134, "grad_norm": 9.481074333190918, "learning_rate": 5.169978450309498e-07, "loss": 0.3272, "step": 2010 }, { "epoch": 1.9793307086614174, "grad_norm": 11.813081741333008, "learning_rate": 5.162315102067139e-07, "loss": 0.7026, "step": 2011 }, { "epoch": 1.9803149606299213, "grad_norm": 12.26184368133545, "learning_rate": 5.154651409082927e-07, "loss": 0.4655, "step": 2012 }, { "epoch": 1.9812992125984252, "grad_norm": 9.2816801071167, "learning_rate": 5.146987389496408e-07, "loss": 0.3722, "step": 2013 }, { "epoch": 1.9822834645669292, "grad_norm": 13.438984870910645, "learning_rate": 5.139323061447892e-07, "loss": 0.6931, "step": 2014 }, { "epoch": 1.983267716535433, "grad_norm": 8.03709602355957, "learning_rate": 5.131658443078426e-07, "loss": 0.2296, "step": 2015 }, { "epoch": 1.984251968503937, "grad_norm": 13.03205680847168, "learning_rate": 5.123993552529736e-07, "loss": 0.4416, "step": 2016 }, { "epoch": 1.985236220472441, "grad_norm": 5.718056678771973, "learning_rate": 5.116328407944201e-07, "loss": 0.212, "step": 2017 }, { "epoch": 1.986220472440945, "grad_norm": 16.513364791870117, "learning_rate": 5.108663027464795e-07, "loss": 0.8206, "step": 2018 }, { "epoch": 1.9872047244094488, "grad_norm": 9.781304359436035, "learning_rate": 5.100997429235055e-07, "loss": 0.4023, "step": 2019 }, { "epoch": 1.9881889763779528, "grad_norm": 12.696980476379395, "learning_rate": 5.093331631399029e-07, "loss": 0.6757, "step": 2020 }, { "epoch": 1.9891732283464567, "grad_norm": 11.146982192993164, "learning_rate": 5.085665652101244e-07, "loss": 0.4231, "step": 2021 }, { "epoch": 1.9901574803149606, "grad_norm": 13.091096878051758, "learning_rate": 5.077999509486645e-07, "loss": 0.5269, "step": 2022 }, { "epoch": 1.9911417322834646, "grad_norm": 9.668133735656738, "learning_rate": 5.070333221700575e-07, "loss": 0.4245, "step": 2023 }, { "epoch": 1.9921259842519685, "grad_norm": 8.33875560760498, "learning_rate": 5.062666806888715e-07, "loss": 0.1659, "step": 2024 }, { "epoch": 1.9931102362204725, "grad_norm": 8.097585678100586, "learning_rate": 5.055000283197051e-07, "loss": 0.2194, "step": 2025 }, { "epoch": 1.9940944881889764, "grad_norm": 17.49336051940918, "learning_rate": 5.047333668771821e-07, "loss": 0.7817, "step": 2026 }, { "epoch": 1.9950787401574803, "grad_norm": 7.3635783195495605, "learning_rate": 5.03966698175948e-07, "loss": 0.1798, "step": 2027 }, { "epoch": 1.9960629921259843, "grad_norm": 8.882747650146484, "learning_rate": 5.032000240306655e-07, "loss": 0.2914, "step": 2028 }, { "epoch": 1.9970472440944882, "grad_norm": 6.346508502960205, "learning_rate": 5.024333462560104e-07, "loss": 0.2195, "step": 2029 }, { "epoch": 1.9980314960629921, "grad_norm": 14.176541328430176, "learning_rate": 5.016666666666668e-07, "loss": 0.7062, "step": 2030 }, { "epoch": 1.999015748031496, "grad_norm": 6.6057586669921875, "learning_rate": 5.008999870773232e-07, "loss": 0.3015, "step": 2031 }, { "epoch": 2.0, "grad_norm": 4.027645587921143, "learning_rate": 5.001333093026681e-07, "loss": 0.0439, "step": 2032 }, { "epoch": 2.000984251968504, "grad_norm": 13.882719039916992, "learning_rate": 4.993666351573856e-07, "loss": 0.4779, "step": 2033 }, { "epoch": 2.001968503937008, "grad_norm": 17.731901168823242, "learning_rate": 4.985999664561514e-07, "loss": 0.9751, "step": 2034 }, { "epoch": 2.002952755905512, "grad_norm": 6.450457572937012, "learning_rate": 4.978333050136285e-07, "loss": 0.1586, "step": 2035 }, { "epoch": 2.0039370078740157, "grad_norm": 9.63836669921875, "learning_rate": 4.970666526444619e-07, "loss": 0.3471, "step": 2036 }, { "epoch": 2.00492125984252, "grad_norm": 10.052136421203613, "learning_rate": 4.96300011163276e-07, "loss": 0.2625, "step": 2037 }, { "epoch": 2.0059055118110236, "grad_norm": 7.936495304107666, "learning_rate": 4.955333823846691e-07, "loss": 0.2341, "step": 2038 }, { "epoch": 2.0068897637795278, "grad_norm": 12.090235710144043, "learning_rate": 4.947667681232094e-07, "loss": 0.4475, "step": 2039 }, { "epoch": 2.0078740157480315, "grad_norm": 13.9876070022583, "learning_rate": 4.940001701934305e-07, "loss": 0.4256, "step": 2040 }, { "epoch": 2.0088582677165356, "grad_norm": 8.177584648132324, "learning_rate": 4.932335904098282e-07, "loss": 0.2214, "step": 2041 }, { "epoch": 2.0098425196850394, "grad_norm": 13.374650001525879, "learning_rate": 4.924670305868541e-07, "loss": 0.4418, "step": 2042 }, { "epoch": 2.0108267716535435, "grad_norm": 10.596186637878418, "learning_rate": 4.917004925389137e-07, "loss": 0.5155, "step": 2043 }, { "epoch": 2.0118110236220472, "grad_norm": 9.714990615844727, "learning_rate": 4.909339780803601e-07, "loss": 0.2737, "step": 2044 }, { "epoch": 2.0127952755905514, "grad_norm": 13.049437522888184, "learning_rate": 4.901674890254911e-07, "loss": 0.5087, "step": 2045 }, { "epoch": 2.013779527559055, "grad_norm": 13.00695514678955, "learning_rate": 4.894010271885444e-07, "loss": 0.6449, "step": 2046 }, { "epoch": 2.0147637795275593, "grad_norm": 11.481451988220215, "learning_rate": 4.886345943836928e-07, "loss": 0.2826, "step": 2047 }, { "epoch": 2.015748031496063, "grad_norm": 8.891685485839844, "learning_rate": 4.878681924250408e-07, "loss": 0.2836, "step": 2048 }, { "epoch": 2.016732283464567, "grad_norm": 9.778858184814453, "learning_rate": 4.871018231266197e-07, "loss": 0.3512, "step": 2049 }, { "epoch": 2.017716535433071, "grad_norm": 11.535679817199707, "learning_rate": 4.863354883023838e-07, "loss": 0.5771, "step": 2050 }, { "epoch": 2.018700787401575, "grad_norm": 12.165321350097656, "learning_rate": 4.85569189766205e-07, "loss": 0.4603, "step": 2051 }, { "epoch": 2.0196850393700787, "grad_norm": 11.94356632232666, "learning_rate": 4.848029293318705e-07, "loss": 0.4311, "step": 2052 }, { "epoch": 2.020669291338583, "grad_norm": 7.932766437530518, "learning_rate": 4.840367088130764e-07, "loss": 0.1954, "step": 2053 }, { "epoch": 2.0216535433070866, "grad_norm": 11.730668067932129, "learning_rate": 4.832705300234245e-07, "loss": 0.4358, "step": 2054 }, { "epoch": 2.0226377952755907, "grad_norm": 13.260199546813965, "learning_rate": 4.825043947764181e-07, "loss": 0.3992, "step": 2055 }, { "epoch": 2.0236220472440944, "grad_norm": 10.06352710723877, "learning_rate": 4.817383048854572e-07, "loss": 0.3307, "step": 2056 }, { "epoch": 2.0246062992125986, "grad_norm": 11.39328670501709, "learning_rate": 4.809722621638345e-07, "loss": 0.5604, "step": 2057 }, { "epoch": 2.0255905511811023, "grad_norm": 11.53843879699707, "learning_rate": 4.802062684247311e-07, "loss": 0.3903, "step": 2058 }, { "epoch": 2.0265748031496065, "grad_norm": 12.264870643615723, "learning_rate": 4.79440325481212e-07, "loss": 0.3189, "step": 2059 }, { "epoch": 2.02755905511811, "grad_norm": 9.427846908569336, "learning_rate": 4.786744351462222e-07, "loss": 0.3665, "step": 2060 }, { "epoch": 2.0285433070866143, "grad_norm": 12.669951438903809, "learning_rate": 4.779085992325821e-07, "loss": 0.4483, "step": 2061 }, { "epoch": 2.029527559055118, "grad_norm": 15.742377281188965, "learning_rate": 4.771428195529833e-07, "loss": 0.5755, "step": 2062 }, { "epoch": 2.030511811023622, "grad_norm": 13.098060607910156, "learning_rate": 4.763770979199841e-07, "loss": 0.4937, "step": 2063 }, { "epoch": 2.031496062992126, "grad_norm": 12.316033363342285, "learning_rate": 4.756114361460057e-07, "loss": 0.5062, "step": 2064 }, { "epoch": 2.03248031496063, "grad_norm": 10.440582275390625, "learning_rate": 4.748458360433273e-07, "loss": 0.377, "step": 2065 }, { "epoch": 2.033464566929134, "grad_norm": 7.60792350769043, "learning_rate": 4.7408029942408244e-07, "loss": 0.2601, "step": 2066 }, { "epoch": 2.034448818897638, "grad_norm": 12.326177597045898, "learning_rate": 4.733148281002543e-07, "loss": 0.5072, "step": 2067 }, { "epoch": 2.0354330708661417, "grad_norm": 13.335978507995605, "learning_rate": 4.7254942388367147e-07, "loss": 0.4048, "step": 2068 }, { "epoch": 2.036417322834646, "grad_norm": 17.156761169433594, "learning_rate": 4.717840885860036e-07, "loss": 0.8814, "step": 2069 }, { "epoch": 2.0374015748031495, "grad_norm": 12.331279754638672, "learning_rate": 4.7101882401875745e-07, "loss": 0.5141, "step": 2070 }, { "epoch": 2.0383858267716537, "grad_norm": 15.29952621459961, "learning_rate": 4.7025363199327213e-07, "loss": 0.6425, "step": 2071 }, { "epoch": 2.0393700787401574, "grad_norm": 15.998370170593262, "learning_rate": 4.694885143207153e-07, "loss": 0.9713, "step": 2072 }, { "epoch": 2.0403543307086616, "grad_norm": 8.79700756072998, "learning_rate": 4.687234728120783e-07, "loss": 0.3059, "step": 2073 }, { "epoch": 2.0413385826771653, "grad_norm": 7.250189781188965, "learning_rate": 4.6795850927817256e-07, "loss": 0.1983, "step": 2074 }, { "epoch": 2.0423228346456694, "grad_norm": 12.074629783630371, "learning_rate": 4.6719362552962457e-07, "loss": 0.3746, "step": 2075 }, { "epoch": 2.043307086614173, "grad_norm": 9.357890129089355, "learning_rate": 4.664288233768724e-07, "loss": 0.3395, "step": 2076 }, { "epoch": 2.0442913385826773, "grad_norm": 7.769244194030762, "learning_rate": 4.6566410463016044e-07, "loss": 0.2468, "step": 2077 }, { "epoch": 2.045275590551181, "grad_norm": 13.112343788146973, "learning_rate": 4.648994710995363e-07, "loss": 0.6995, "step": 2078 }, { "epoch": 2.046259842519685, "grad_norm": 10.218881607055664, "learning_rate": 4.641349245948454e-07, "loss": 0.3861, "step": 2079 }, { "epoch": 2.047244094488189, "grad_norm": 12.14520263671875, "learning_rate": 4.633704669257273e-07, "loss": 0.4106, "step": 2080 }, { "epoch": 2.048228346456693, "grad_norm": 8.871252059936523, "learning_rate": 4.626060999016115e-07, "loss": 0.2958, "step": 2081 }, { "epoch": 2.0492125984251968, "grad_norm": 4.858777046203613, "learning_rate": 4.6184182533171257e-07, "loss": 0.1139, "step": 2082 }, { "epoch": 2.050196850393701, "grad_norm": 10.624565124511719, "learning_rate": 4.6107764502502684e-07, "loss": 0.2553, "step": 2083 }, { "epoch": 2.0511811023622046, "grad_norm": 9.890420913696289, "learning_rate": 4.603135607903266e-07, "loss": 0.2428, "step": 2084 }, { "epoch": 2.052165354330709, "grad_norm": 8.641292572021484, "learning_rate": 4.5954957443615765e-07, "loss": 0.4406, "step": 2085 }, { "epoch": 2.0531496062992125, "grad_norm": 7.16730260848999, "learning_rate": 4.5878568777083356e-07, "loss": 0.1801, "step": 2086 }, { "epoch": 2.0541338582677167, "grad_norm": 11.3385009765625, "learning_rate": 4.5802190260243226e-07, "loss": 0.4199, "step": 2087 }, { "epoch": 2.0551181102362204, "grad_norm": 8.774247169494629, "learning_rate": 4.572582207387912e-07, "loss": 0.2363, "step": 2088 }, { "epoch": 2.0561023622047245, "grad_norm": 10.837448120117188, "learning_rate": 4.5649464398750356e-07, "loss": 0.348, "step": 2089 }, { "epoch": 2.0570866141732282, "grad_norm": 11.618494033813477, "learning_rate": 4.557311741559135e-07, "loss": 0.3253, "step": 2090 }, { "epoch": 2.0580708661417324, "grad_norm": 11.252474784851074, "learning_rate": 4.5496781305111215e-07, "loss": 0.3904, "step": 2091 }, { "epoch": 2.059055118110236, "grad_norm": 7.2509050369262695, "learning_rate": 4.5420456247993354e-07, "loss": 0.2205, "step": 2092 }, { "epoch": 2.0600393700787403, "grad_norm": 13.61648178100586, "learning_rate": 4.5344142424894954e-07, "loss": 0.5558, "step": 2093 }, { "epoch": 2.061023622047244, "grad_norm": 10.435012817382812, "learning_rate": 4.526784001644667e-07, "loss": 0.4491, "step": 2094 }, { "epoch": 2.062007874015748, "grad_norm": 3.372648239135742, "learning_rate": 4.5191549203252103e-07, "loss": 0.0676, "step": 2095 }, { "epoch": 2.062992125984252, "grad_norm": 9.130961418151855, "learning_rate": 4.511527016588742e-07, "loss": 0.3404, "step": 2096 }, { "epoch": 2.063976377952756, "grad_norm": 9.293866157531738, "learning_rate": 4.503900308490092e-07, "loss": 0.2066, "step": 2097 }, { "epoch": 2.0649606299212597, "grad_norm": 8.999009132385254, "learning_rate": 4.496274814081259e-07, "loss": 0.2436, "step": 2098 }, { "epoch": 2.065944881889764, "grad_norm": 6.857397556304932, "learning_rate": 4.4886505514113695e-07, "loss": 0.152, "step": 2099 }, { "epoch": 2.0669291338582676, "grad_norm": 16.2700252532959, "learning_rate": 4.481027538526636e-07, "loss": 0.734, "step": 2100 }, { "epoch": 2.0679133858267718, "grad_norm": 11.695120811462402, "learning_rate": 4.4734057934703095e-07, "loss": 0.588, "step": 2101 }, { "epoch": 2.0688976377952755, "grad_norm": 7.291047096252441, "learning_rate": 4.4657853342826435e-07, "loss": 0.2979, "step": 2102 }, { "epoch": 2.0698818897637796, "grad_norm": 14.575162887573242, "learning_rate": 4.458166179000848e-07, "loss": 0.6343, "step": 2103 }, { "epoch": 2.0708661417322833, "grad_norm": 17.440893173217773, "learning_rate": 4.4505483456590413e-07, "loss": 0.7228, "step": 2104 }, { "epoch": 2.0718503937007875, "grad_norm": 11.222655296325684, "learning_rate": 4.442931852288219e-07, "loss": 0.2904, "step": 2105 }, { "epoch": 2.072834645669291, "grad_norm": 1.9647241830825806, "learning_rate": 4.435316716916202e-07, "loss": 0.081, "step": 2106 }, { "epoch": 2.0738188976377954, "grad_norm": 6.077908992767334, "learning_rate": 4.4277029575675983e-07, "loss": 0.1277, "step": 2107 }, { "epoch": 2.074803149606299, "grad_norm": 11.017847061157227, "learning_rate": 4.4200905922637575e-07, "loss": 0.3885, "step": 2108 }, { "epoch": 2.0757874015748032, "grad_norm": 9.708911895751953, "learning_rate": 4.4124796390227313e-07, "loss": 0.4551, "step": 2109 }, { "epoch": 2.076771653543307, "grad_norm": 13.412023544311523, "learning_rate": 4.4048701158592277e-07, "loss": 0.5163, "step": 2110 }, { "epoch": 2.077755905511811, "grad_norm": 9.517277717590332, "learning_rate": 4.3972620407845714e-07, "loss": 0.2665, "step": 2111 }, { "epoch": 2.078740157480315, "grad_norm": 10.492469787597656, "learning_rate": 4.3896554318066556e-07, "loss": 0.2557, "step": 2112 }, { "epoch": 2.079724409448819, "grad_norm": 10.706164360046387, "learning_rate": 4.3820503069299077e-07, "loss": 0.3867, "step": 2113 }, { "epoch": 2.0807086614173227, "grad_norm": 15.469551086425781, "learning_rate": 4.3744466841552416e-07, "loss": 0.473, "step": 2114 }, { "epoch": 2.081692913385827, "grad_norm": 13.868034362792969, "learning_rate": 4.3668445814800137e-07, "loss": 0.4647, "step": 2115 }, { "epoch": 2.0826771653543306, "grad_norm": 8.555710792541504, "learning_rate": 4.359244016897984e-07, "loss": 0.185, "step": 2116 }, { "epoch": 2.0836614173228347, "grad_norm": 13.925908088684082, "learning_rate": 4.3516450083992714e-07, "loss": 0.7512, "step": 2117 }, { "epoch": 2.0846456692913384, "grad_norm": 13.838081359863281, "learning_rate": 4.344047573970313e-07, "loss": 0.8137, "step": 2118 }, { "epoch": 2.0856299212598426, "grad_norm": 20.284046173095703, "learning_rate": 4.336451731593817e-07, "loss": 1.091, "step": 2119 }, { "epoch": 2.0866141732283463, "grad_norm": 11.106941223144531, "learning_rate": 4.328857499248727e-07, "loss": 0.3861, "step": 2120 }, { "epoch": 2.0875984251968505, "grad_norm": 9.837322235107422, "learning_rate": 4.321264894910173e-07, "loss": 0.4264, "step": 2121 }, { "epoch": 2.088582677165354, "grad_norm": 12.149086952209473, "learning_rate": 4.3136739365494334e-07, "loss": 0.6489, "step": 2122 }, { "epoch": 2.0895669291338583, "grad_norm": 9.458745956420898, "learning_rate": 4.306084642133889e-07, "loss": 0.2108, "step": 2123 }, { "epoch": 2.090551181102362, "grad_norm": 13.98378849029541, "learning_rate": 4.2984970296269856e-07, "loss": 0.5081, "step": 2124 }, { "epoch": 2.091535433070866, "grad_norm": 11.618062019348145, "learning_rate": 4.290911116988181e-07, "loss": 0.6273, "step": 2125 }, { "epoch": 2.09251968503937, "grad_norm": 12.753189086914062, "learning_rate": 4.2833269221729153e-07, "loss": 0.3319, "step": 2126 }, { "epoch": 2.093503937007874, "grad_norm": 11.565346717834473, "learning_rate": 4.275744463132564e-07, "loss": 0.3813, "step": 2127 }, { "epoch": 2.094488188976378, "grad_norm": 13.388854026794434, "learning_rate": 4.268163757814388e-07, "loss": 0.736, "step": 2128 }, { "epoch": 2.095472440944882, "grad_norm": 8.618043899536133, "learning_rate": 4.2605848241615035e-07, "loss": 0.3996, "step": 2129 }, { "epoch": 2.0964566929133857, "grad_norm": 18.8110294342041, "learning_rate": 4.2530076801128275e-07, "loss": 0.7987, "step": 2130 }, { "epoch": 2.09744094488189, "grad_norm": 8.883956909179688, "learning_rate": 4.2454323436030457e-07, "loss": 0.2163, "step": 2131 }, { "epoch": 2.0984251968503935, "grad_norm": 11.823029518127441, "learning_rate": 4.2378588325625627e-07, "loss": 0.6272, "step": 2132 }, { "epoch": 2.0994094488188977, "grad_norm": 13.031164169311523, "learning_rate": 4.2302871649174646e-07, "loss": 0.4459, "step": 2133 }, { "epoch": 2.1003937007874014, "grad_norm": 11.237198829650879, "learning_rate": 4.2227173585894724e-07, "loss": 0.4126, "step": 2134 }, { "epoch": 2.1013779527559056, "grad_norm": 12.452037811279297, "learning_rate": 4.2151494314959015e-07, "loss": 0.5132, "step": 2135 }, { "epoch": 2.1023622047244093, "grad_norm": 5.083644866943359, "learning_rate": 4.20758340154962e-07, "loss": 0.0866, "step": 2136 }, { "epoch": 2.1033464566929134, "grad_norm": 10.535178184509277, "learning_rate": 4.200019286659007e-07, "loss": 0.3466, "step": 2137 }, { "epoch": 2.104330708661417, "grad_norm": 17.82977867126465, "learning_rate": 4.192457104727905e-07, "loss": 0.8075, "step": 2138 }, { "epoch": 2.1053149606299213, "grad_norm": 12.288310050964355, "learning_rate": 4.184896873655584e-07, "loss": 0.4033, "step": 2139 }, { "epoch": 2.106299212598425, "grad_norm": 8.79240608215332, "learning_rate": 4.177338611336697e-07, "loss": 0.3997, "step": 2140 }, { "epoch": 2.107283464566929, "grad_norm": 7.214118957519531, "learning_rate": 4.169782335661235e-07, "loss": 0.1653, "step": 2141 }, { "epoch": 2.108267716535433, "grad_norm": 12.292855262756348, "learning_rate": 4.1622280645144883e-07, "loss": 0.3839, "step": 2142 }, { "epoch": 2.108267716535433, "eval_Qnli-dev_cosine_accuracy": 0.6875, "eval_Qnli-dev_cosine_accuracy_threshold": 0.8290761709213257, "eval_Qnli-dev_cosine_ap": 0.6934549862457828, "eval_Qnli-dev_cosine_f1": 0.6857142857142857, "eval_Qnli-dev_cosine_f1_threshold": 0.8018802404403687, "eval_Qnli-dev_cosine_precision": 0.6228373702422145, "eval_Qnli-dev_cosine_recall": 0.7627118644067796, "eval_Qnli-dev_dot_accuracy": 0.6875, "eval_Qnli-dev_dot_accuracy_threshold": 628.5807495117188, "eval_Qnli-dev_dot_ap": 0.6943891998231493, "eval_Qnli-dev_dot_f1": 0.6871401151631478, "eval_Qnli-dev_dot_f1_threshold": 614.128173828125, "eval_Qnli-dev_dot_precision": 0.6280701754385964, "eval_Qnli-dev_dot_recall": 0.7584745762711864, "eval_Qnli-dev_euclidean_accuracy": 0.689453125, "eval_Qnli-dev_euclidean_accuracy_threshold": 16.34896469116211, "eval_Qnli-dev_euclidean_ap": 0.6934492812737558, "eval_Qnli-dev_euclidean_f1": 0.6857142857142857, "eval_Qnli-dev_euclidean_f1_threshold": 17.400602340698242, "eval_Qnli-dev_euclidean_precision": 0.6228373702422145, "eval_Qnli-dev_euclidean_recall": 0.7627118644067796, "eval_Qnli-dev_manhattan_accuracy": 0.689453125, "eval_Qnli-dev_manhattan_accuracy_threshold": 352.53851318359375, "eval_Qnli-dev_manhattan_ap": 0.6972539407103127, "eval_Qnli-dev_manhattan_f1": 0.6924564796905222, "eval_Qnli-dev_manhattan_f1_threshold": 380.4490051269531, "eval_Qnli-dev_manhattan_precision": 0.6370106761565836, "eval_Qnli-dev_manhattan_recall": 0.7584745762711864, "eval_Qnli-dev_max_accuracy": 0.689453125, "eval_Qnli-dev_max_accuracy_threshold": 628.5807495117188, "eval_Qnli-dev_max_ap": 0.6972539407103127, "eval_Qnli-dev_max_f1": 0.6924564796905222, "eval_Qnli-dev_max_f1_threshold": 614.128173828125, "eval_Qnli-dev_max_precision": 0.6370106761565836, "eval_Qnli-dev_max_recall": 0.7627118644067796, "eval_allNLI-dev_cosine_accuracy": 0.685546875, "eval_allNLI-dev_cosine_accuracy_threshold": 0.9349581003189087, "eval_allNLI-dev_cosine_ap": 0.5165175342103042, "eval_allNLI-dev_cosine_f1": 0.5597147950089127, "eval_allNLI-dev_cosine_f1_threshold": 0.8061341047286987, "eval_allNLI-dev_cosine_precision": 0.40463917525773196, "eval_allNLI-dev_cosine_recall": 0.9075144508670521, "eval_allNLI-dev_dot_accuracy": 0.685546875, "eval_allNLI-dev_dot_accuracy_threshold": 714.799072265625, "eval_allNLI-dev_dot_ap": 0.5174007045633133, "eval_allNLI-dev_dot_f1": 0.5597147950089127, "eval_allNLI-dev_dot_f1_threshold": 615.6774291992188, "eval_allNLI-dev_dot_precision": 0.40463917525773196, "eval_allNLI-dev_dot_recall": 0.9075144508670521, "eval_allNLI-dev_euclidean_accuracy": 0.685546875, "eval_allNLI-dev_euclidean_accuracy_threshold": 9.972558975219727, "eval_allNLI-dev_euclidean_ap": 0.5163551004521006, "eval_allNLI-dev_euclidean_f1": 0.5597147950089127, "eval_allNLI-dev_euclidean_f1_threshold": 17.21194839477539, "eval_allNLI-dev_euclidean_precision": 0.40463917525773196, "eval_allNLI-dev_euclidean_recall": 0.9075144508670521, "eval_allNLI-dev_manhattan_accuracy": 0.6875, "eval_allNLI-dev_manhattan_accuracy_threshold": 274.15997314453125, "eval_allNLI-dev_manhattan_ap": 0.5171478030416333, "eval_allNLI-dev_manhattan_f1": 0.5641952983725136, "eval_allNLI-dev_manhattan_f1_threshold": 377.43255615234375, "eval_allNLI-dev_manhattan_precision": 0.4105263157894737, "eval_allNLI-dev_manhattan_recall": 0.9017341040462428, "eval_allNLI-dev_max_accuracy": 0.6875, "eval_allNLI-dev_max_accuracy_threshold": 714.799072265625, "eval_allNLI-dev_max_ap": 0.5174007045633133, "eval_allNLI-dev_max_f1": 0.5641952983725136, "eval_allNLI-dev_max_f1_threshold": 615.6774291992188, "eval_allNLI-dev_max_precision": 0.4105263157894737, "eval_allNLI-dev_max_recall": 0.9075144508670521, "eval_loss": 0.758155107498169, "eval_runtime": 50.5304, "eval_samples_per_second": 32.931, "eval_sequential_score": 0.6972539407103127, "eval_steps_per_second": 0.139, "eval_sts-test_pearson_cosine": 0.6954741487251752, "eval_sts-test_pearson_dot": 0.6951395271561636, "eval_sts-test_pearson_euclidean": 0.7169358064019951, "eval_sts-test_pearson_manhattan": 0.7174687294256047, "eval_sts-test_pearson_max": 0.7174687294256047, "eval_sts-test_spearman_cosine": 0.7066826973192926, "eval_sts-test_spearman_dot": 0.7061246043384803, "eval_sts-test_spearman_euclidean": 0.7067148287249715, "eval_sts-test_spearman_manhattan": 0.7073796982154636, "eval_sts-test_spearman_max": 0.7073796982154636, "step": 2142 }, { "epoch": 2.109251968503937, "grad_norm": 11.334417343139648, "learning_rate": 4.1546758157770004e-07, "loss": 0.3693, "step": 2143 }, { "epoch": 2.1102362204724407, "grad_norm": 8.823077201843262, "learning_rate": 4.1471256073245306e-07, "loss": 0.2938, "step": 2144 }, { "epoch": 2.111220472440945, "grad_norm": 15.313334465026855, "learning_rate": 4.139577457028009e-07, "loss": 0.7838, "step": 2145 }, { "epoch": 2.1122047244094486, "grad_norm": 6.814699172973633, "learning_rate": 4.13203138275349e-07, "loss": 0.1539, "step": 2146 }, { "epoch": 2.1131889763779528, "grad_norm": 10.211042404174805, "learning_rate": 4.124487402362119e-07, "loss": 0.2996, "step": 2147 }, { "epoch": 2.1141732283464565, "grad_norm": 8.373467445373535, "learning_rate": 4.116945533710084e-07, "loss": 0.2718, "step": 2148 }, { "epoch": 2.1151574803149606, "grad_norm": 8.609745979309082, "learning_rate": 4.1094057946485717e-07, "loss": 0.2482, "step": 2149 }, { "epoch": 2.1161417322834644, "grad_norm": 11.000456809997559, "learning_rate": 4.1018682030237324e-07, "loss": 0.345, "step": 2150 }, { "epoch": 2.1171259842519685, "grad_norm": 10.883407592773438, "learning_rate": 4.0943327766766314e-07, "loss": 0.3794, "step": 2151 }, { "epoch": 2.1181102362204722, "grad_norm": 11.536715507507324, "learning_rate": 4.086799533443208e-07, "loss": 0.4432, "step": 2152 }, { "epoch": 2.1190944881889764, "grad_norm": 13.385024070739746, "learning_rate": 4.0792684911542373e-07, "loss": 0.4275, "step": 2153 }, { "epoch": 2.12007874015748, "grad_norm": 4.893040657043457, "learning_rate": 4.071739667635281e-07, "loss": 0.098, "step": 2154 }, { "epoch": 2.1210629921259843, "grad_norm": 9.595856666564941, "learning_rate": 4.064213080706652e-07, "loss": 0.2238, "step": 2155 }, { "epoch": 2.122047244094488, "grad_norm": 11.337559700012207, "learning_rate": 4.056688748183368e-07, "loss": 0.3703, "step": 2156 }, { "epoch": 2.123031496062992, "grad_norm": 14.757852554321289, "learning_rate": 4.049166687875111e-07, "loss": 0.4959, "step": 2157 }, { "epoch": 2.1240157480314963, "grad_norm": 9.285175323486328, "learning_rate": 4.0416469175861855e-07, "loss": 0.3255, "step": 2158 }, { "epoch": 2.125, "grad_norm": 8.792654037475586, "learning_rate": 4.034129455115474e-07, "loss": 0.2369, "step": 2159 }, { "epoch": 2.1259842519685037, "grad_norm": 12.386228561401367, "learning_rate": 4.0266143182563974e-07, "loss": 0.4698, "step": 2160 }, { "epoch": 2.126968503937008, "grad_norm": 12.109793663024902, "learning_rate": 4.019101524796874e-07, "loss": 0.3598, "step": 2161 }, { "epoch": 2.127952755905512, "grad_norm": 13.906962394714355, "learning_rate": 4.0115910925192705e-07, "loss": 0.7223, "step": 2162 }, { "epoch": 2.1289370078740157, "grad_norm": 7.747769832611084, "learning_rate": 4.004083039200369e-07, "loss": 0.1452, "step": 2163 }, { "epoch": 2.1299212598425195, "grad_norm": 11.867863655090332, "learning_rate": 3.99657738261132e-07, "loss": 0.3608, "step": 2164 }, { "epoch": 2.1309055118110236, "grad_norm": 9.891944885253906, "learning_rate": 3.9890741405176e-07, "loss": 0.3727, "step": 2165 }, { "epoch": 2.1318897637795278, "grad_norm": 10.925929069519043, "learning_rate": 3.981573330678973e-07, "loss": 0.3437, "step": 2166 }, { "epoch": 2.1328740157480315, "grad_norm": 11.268866539001465, "learning_rate": 3.9740749708494405e-07, "loss": 0.4198, "step": 2167 }, { "epoch": 2.1338582677165356, "grad_norm": 7.4711127281188965, "learning_rate": 3.96657907877721e-07, "loss": 0.2847, "step": 2168 }, { "epoch": 2.1348425196850394, "grad_norm": 15.180150985717773, "learning_rate": 3.959085672204647e-07, "loss": 0.7157, "step": 2169 }, { "epoch": 2.1358267716535435, "grad_norm": 12.531563758850098, "learning_rate": 3.951594768868233e-07, "loss": 0.2186, "step": 2170 }, { "epoch": 2.1368110236220472, "grad_norm": 6.124568462371826, "learning_rate": 3.9441063864985255e-07, "loss": 0.1063, "step": 2171 }, { "epoch": 2.1377952755905514, "grad_norm": 12.518921852111816, "learning_rate": 3.936620542820114e-07, "loss": 0.4995, "step": 2172 }, { "epoch": 2.138779527559055, "grad_norm": 9.476792335510254, "learning_rate": 3.9291372555515794e-07, "loss": 0.2194, "step": 2173 }, { "epoch": 2.1397637795275593, "grad_norm": 12.813644409179688, "learning_rate": 3.921656542405452e-07, "loss": 0.4858, "step": 2174 }, { "epoch": 2.140748031496063, "grad_norm": 9.723433494567871, "learning_rate": 3.9141784210881695e-07, "loss": 0.3456, "step": 2175 }, { "epoch": 2.141732283464567, "grad_norm": 10.258703231811523, "learning_rate": 3.9067029093000335e-07, "loss": 0.4129, "step": 2176 }, { "epoch": 2.142716535433071, "grad_norm": 11.286211013793945, "learning_rate": 3.899230024735171e-07, "loss": 0.4063, "step": 2177 }, { "epoch": 2.143700787401575, "grad_norm": 8.208313941955566, "learning_rate": 3.8917597850814885e-07, "loss": 0.2538, "step": 2178 }, { "epoch": 2.1446850393700787, "grad_norm": 13.45827579498291, "learning_rate": 3.884292208020635e-07, "loss": 0.4645, "step": 2179 }, { "epoch": 2.145669291338583, "grad_norm": 14.17795467376709, "learning_rate": 3.876827311227954e-07, "loss": 0.728, "step": 2180 }, { "epoch": 2.1466535433070866, "grad_norm": 14.115456581115723, "learning_rate": 3.8693651123724455e-07, "loss": 0.4584, "step": 2181 }, { "epoch": 2.1476377952755907, "grad_norm": 8.762264251708984, "learning_rate": 3.861905629116725e-07, "loss": 0.4323, "step": 2182 }, { "epoch": 2.1486220472440944, "grad_norm": 9.946696281433105, "learning_rate": 3.854448879116981e-07, "loss": 0.3082, "step": 2183 }, { "epoch": 2.1496062992125986, "grad_norm": 8.062214851379395, "learning_rate": 3.84699488002293e-07, "loss": 0.2129, "step": 2184 }, { "epoch": 2.1505905511811023, "grad_norm": 9.5697660446167, "learning_rate": 3.83954364947778e-07, "loss": 0.3056, "step": 2185 }, { "epoch": 2.1515748031496065, "grad_norm": 8.632911682128906, "learning_rate": 3.832095205118183e-07, "loss": 0.2874, "step": 2186 }, { "epoch": 2.15255905511811, "grad_norm": 11.519652366638184, "learning_rate": 3.8246495645742006e-07, "loss": 0.4901, "step": 2187 }, { "epoch": 2.1535433070866143, "grad_norm": 11.75122356414795, "learning_rate": 3.8172067454692517e-07, "loss": 0.2411, "step": 2188 }, { "epoch": 2.154527559055118, "grad_norm": 8.060043334960938, "learning_rate": 3.8097667654200826e-07, "loss": 0.3098, "step": 2189 }, { "epoch": 2.155511811023622, "grad_norm": 13.556063652038574, "learning_rate": 3.802329642036716e-07, "loss": 0.6039, "step": 2190 }, { "epoch": 2.156496062992126, "grad_norm": 7.22255277633667, "learning_rate": 3.7948953929224155e-07, "loss": 0.1453, "step": 2191 }, { "epoch": 2.15748031496063, "grad_norm": 8.92556095123291, "learning_rate": 3.787464035673641e-07, "loss": 0.2557, "step": 2192 }, { "epoch": 2.158464566929134, "grad_norm": 4.606111526489258, "learning_rate": 3.780035587880007e-07, "loss": 0.0994, "step": 2193 }, { "epoch": 2.159448818897638, "grad_norm": 8.817214965820312, "learning_rate": 3.7726100671242414e-07, "loss": 0.4115, "step": 2194 }, { "epoch": 2.1604330708661417, "grad_norm": 10.211170196533203, "learning_rate": 3.765187490982144e-07, "loss": 0.3638, "step": 2195 }, { "epoch": 2.161417322834646, "grad_norm": 12.256020545959473, "learning_rate": 3.757767877022545e-07, "loss": 0.6126, "step": 2196 }, { "epoch": 2.1624015748031495, "grad_norm": 13.432823181152344, "learning_rate": 3.750351242807264e-07, "loss": 0.6262, "step": 2197 }, { "epoch": 2.1633858267716537, "grad_norm": 8.21986198425293, "learning_rate": 3.7429376058910674e-07, "loss": 0.2684, "step": 2198 }, { "epoch": 2.1643700787401574, "grad_norm": 9.793008804321289, "learning_rate": 3.735526983821624e-07, "loss": 0.2969, "step": 2199 }, { "epoch": 2.1653543307086616, "grad_norm": 14.64374828338623, "learning_rate": 3.728119394139472e-07, "loss": 0.549, "step": 2200 }, { "epoch": 2.1663385826771653, "grad_norm": 13.609929084777832, "learning_rate": 3.7207148543779677e-07, "loss": 0.6069, "step": 2201 }, { "epoch": 2.1673228346456694, "grad_norm": 8.831336975097656, "learning_rate": 3.713313382063253e-07, "loss": 0.2243, "step": 2202 }, { "epoch": 2.168307086614173, "grad_norm": 11.816344261169434, "learning_rate": 3.705914994714203e-07, "loss": 0.4659, "step": 2203 }, { "epoch": 2.1692913385826773, "grad_norm": 12.861519813537598, "learning_rate": 3.6985197098423957e-07, "loss": 0.5116, "step": 2204 }, { "epoch": 2.170275590551181, "grad_norm": 10.335835456848145, "learning_rate": 3.691127544952065e-07, "loss": 0.34, "step": 2205 }, { "epoch": 2.171259842519685, "grad_norm": 9.590200424194336, "learning_rate": 3.6837385175400597e-07, "loss": 0.4082, "step": 2206 }, { "epoch": 2.172244094488189, "grad_norm": 6.215512752532959, "learning_rate": 3.6763526450958005e-07, "loss": 0.1625, "step": 2207 }, { "epoch": 2.173228346456693, "grad_norm": 8.190068244934082, "learning_rate": 3.668969945101245e-07, "loss": 0.1897, "step": 2208 }, { "epoch": 2.1742125984251968, "grad_norm": 8.764188766479492, "learning_rate": 3.6615904350308343e-07, "loss": 0.2351, "step": 2209 }, { "epoch": 2.175196850393701, "grad_norm": 9.251346588134766, "learning_rate": 3.6542141323514666e-07, "loss": 0.3023, "step": 2210 }, { "epoch": 2.1761811023622046, "grad_norm": 9.985815048217773, "learning_rate": 3.6468410545224436e-07, "loss": 0.4175, "step": 2211 }, { "epoch": 2.177165354330709, "grad_norm": 9.384307861328125, "learning_rate": 3.6394712189954365e-07, "loss": 0.3834, "step": 2212 }, { "epoch": 2.1781496062992125, "grad_norm": 8.385250091552734, "learning_rate": 3.632104643214442e-07, "loss": 0.2453, "step": 2213 }, { "epoch": 2.1791338582677167, "grad_norm": 9.428893089294434, "learning_rate": 3.62474134461574e-07, "loss": 0.2864, "step": 2214 }, { "epoch": 2.1801181102362204, "grad_norm": 6.5480828285217285, "learning_rate": 3.6173813406278543e-07, "loss": 0.1528, "step": 2215 }, { "epoch": 2.1811023622047245, "grad_norm": 13.004796028137207, "learning_rate": 3.610024648671511e-07, "loss": 0.4384, "step": 2216 }, { "epoch": 2.1820866141732282, "grad_norm": 10.215922355651855, "learning_rate": 3.602671286159594e-07, "loss": 0.269, "step": 2217 }, { "epoch": 2.1830708661417324, "grad_norm": 7.948540687561035, "learning_rate": 3.5953212704971096e-07, "loss": 0.287, "step": 2218 }, { "epoch": 2.184055118110236, "grad_norm": 14.778656005859375, "learning_rate": 3.5879746190811415e-07, "loss": 0.7013, "step": 2219 }, { "epoch": 2.1850393700787403, "grad_norm": 8.496538162231445, "learning_rate": 3.5806313493008104e-07, "loss": 0.3957, "step": 2220 }, { "epoch": 2.186023622047244, "grad_norm": 10.980823516845703, "learning_rate": 3.573291478537231e-07, "loss": 0.4059, "step": 2221 }, { "epoch": 2.187007874015748, "grad_norm": 8.794949531555176, "learning_rate": 3.565955024163477e-07, "loss": 0.2807, "step": 2222 }, { "epoch": 2.187992125984252, "grad_norm": 4.939118385314941, "learning_rate": 3.5586220035445327e-07, "loss": 0.1012, "step": 2223 }, { "epoch": 2.188976377952756, "grad_norm": 11.635772705078125, "learning_rate": 3.551292434037254e-07, "loss": 0.5463, "step": 2224 }, { "epoch": 2.1899606299212597, "grad_norm": 3.9744551181793213, "learning_rate": 3.54396633299033e-07, "loss": 0.0915, "step": 2225 }, { "epoch": 2.190944881889764, "grad_norm": 7.735105037689209, "learning_rate": 3.5366437177442394e-07, "loss": 0.1824, "step": 2226 }, { "epoch": 2.1919291338582676, "grad_norm": 12.265244483947754, "learning_rate": 3.529324605631211e-07, "loss": 0.3098, "step": 2227 }, { "epoch": 2.1929133858267718, "grad_norm": 4.93965482711792, "learning_rate": 3.522009013975184e-07, "loss": 0.1096, "step": 2228 }, { "epoch": 2.1938976377952755, "grad_norm": 8.849276542663574, "learning_rate": 3.514696960091756e-07, "loss": 0.2096, "step": 2229 }, { "epoch": 2.1948818897637796, "grad_norm": 10.99960708618164, "learning_rate": 3.5073884612881616e-07, "loss": 0.3661, "step": 2230 }, { "epoch": 2.1958661417322833, "grad_norm": 8.13372802734375, "learning_rate": 3.500083534863215e-07, "loss": 0.2762, "step": 2231 }, { "epoch": 2.1968503937007875, "grad_norm": 8.868273735046387, "learning_rate": 3.492782198107275e-07, "loss": 0.2249, "step": 2232 }, { "epoch": 2.197834645669291, "grad_norm": 7.006740093231201, "learning_rate": 3.485484468302207e-07, "loss": 0.0947, "step": 2233 }, { "epoch": 2.1988188976377954, "grad_norm": 14.659770011901855, "learning_rate": 3.4781903627213347e-07, "loss": 0.5143, "step": 2234 }, { "epoch": 2.199803149606299, "grad_norm": 18.32170295715332, "learning_rate": 3.470899898629408e-07, "loss": 0.9211, "step": 2235 }, { "epoch": 2.2007874015748032, "grad_norm": 13.795584678649902, "learning_rate": 3.463613093282552e-07, "loss": 0.4362, "step": 2236 }, { "epoch": 2.201771653543307, "grad_norm": 9.573206901550293, "learning_rate": 3.456329963928237e-07, "loss": 0.3663, "step": 2237 }, { "epoch": 2.202755905511811, "grad_norm": 11.189313888549805, "learning_rate": 3.4490505278052295e-07, "loss": 0.2053, "step": 2238 }, { "epoch": 2.203740157480315, "grad_norm": 15.250197410583496, "learning_rate": 3.4417748021435563e-07, "loss": 0.7213, "step": 2239 }, { "epoch": 2.204724409448819, "grad_norm": 15.996099472045898, "learning_rate": 3.4345028041644595e-07, "loss": 0.7317, "step": 2240 }, { "epoch": 2.2057086614173227, "grad_norm": 20.053302764892578, "learning_rate": 3.427234551080358e-07, "loss": 1.1896, "step": 2241 }, { "epoch": 2.206692913385827, "grad_norm": 13.37335205078125, "learning_rate": 3.41997006009481e-07, "loss": 0.585, "step": 2242 }, { "epoch": 2.2076771653543306, "grad_norm": 12.944981575012207, "learning_rate": 3.4127093484024656e-07, "loss": 0.6656, "step": 2243 }, { "epoch": 2.2086614173228347, "grad_norm": 7.117852210998535, "learning_rate": 3.4054524331890316e-07, "loss": 0.19, "step": 2244 }, { "epoch": 2.2096456692913384, "grad_norm": 13.761758804321289, "learning_rate": 3.3981993316312277e-07, "loss": 0.4805, "step": 2245 }, { "epoch": 2.2106299212598426, "grad_norm": 9.12771224975586, "learning_rate": 3.390950060896746e-07, "loss": 0.3275, "step": 2246 }, { "epoch": 2.2116141732283463, "grad_norm": 9.08574104309082, "learning_rate": 3.3837046381442135e-07, "loss": 0.2341, "step": 2247 }, { "epoch": 2.2125984251968505, "grad_norm": 6.652701377868652, "learning_rate": 3.376463080523147e-07, "loss": 0.1437, "step": 2248 }, { "epoch": 2.213582677165354, "grad_norm": 9.009031295776367, "learning_rate": 3.369225405173918e-07, "loss": 0.3254, "step": 2249 }, { "epoch": 2.2145669291338583, "grad_norm": 7.903627872467041, "learning_rate": 3.361991629227704e-07, "loss": 0.252, "step": 2250 }, { "epoch": 2.215551181102362, "grad_norm": 13.05065631866455, "learning_rate": 3.354761769806456e-07, "loss": 0.3776, "step": 2251 }, { "epoch": 2.216535433070866, "grad_norm": 8.087733268737793, "learning_rate": 3.3475358440228547e-07, "loss": 0.1664, "step": 2252 }, { "epoch": 2.21751968503937, "grad_norm": 10.325349807739258, "learning_rate": 3.340313868980271e-07, "loss": 0.3588, "step": 2253 }, { "epoch": 2.218503937007874, "grad_norm": 7.86494255065918, "learning_rate": 3.3330958617727213e-07, "loss": 0.3109, "step": 2254 }, { "epoch": 2.219488188976378, "grad_norm": 7.871631622314453, "learning_rate": 3.325881839484833e-07, "loss": 0.2717, "step": 2255 }, { "epoch": 2.220472440944882, "grad_norm": 11.341468811035156, "learning_rate": 3.318671819191802e-07, "loss": 0.4369, "step": 2256 }, { "epoch": 2.2214566929133857, "grad_norm": 7.715664863586426, "learning_rate": 3.3114658179593487e-07, "loss": 0.1796, "step": 2257 }, { "epoch": 2.22244094488189, "grad_norm": 14.130294799804688, "learning_rate": 3.304263852843683e-07, "loss": 0.4716, "step": 2258 }, { "epoch": 2.2234251968503935, "grad_norm": 10.31694507598877, "learning_rate": 3.297065940891462e-07, "loss": 0.404, "step": 2259 }, { "epoch": 2.2244094488188977, "grad_norm": 10.897465705871582, "learning_rate": 3.289872099139746e-07, "loss": 0.501, "step": 2260 }, { "epoch": 2.2253937007874014, "grad_norm": 12.96509075164795, "learning_rate": 3.282682344615966e-07, "loss": 0.5194, "step": 2261 }, { "epoch": 2.2263779527559056, "grad_norm": 7.422422409057617, "learning_rate": 3.275496694337874e-07, "loss": 0.1071, "step": 2262 }, { "epoch": 2.2273622047244093, "grad_norm": 5.680365085601807, "learning_rate": 3.2683151653135104e-07, "loss": 0.1748, "step": 2263 }, { "epoch": 2.2283464566929134, "grad_norm": 8.01179027557373, "learning_rate": 3.261137774541161e-07, "loss": 0.2036, "step": 2264 }, { "epoch": 2.229330708661417, "grad_norm": 11.250329971313477, "learning_rate": 3.2539645390093155e-07, "loss": 0.3187, "step": 2265 }, { "epoch": 2.2303149606299213, "grad_norm": 16.47153091430664, "learning_rate": 3.2467954756966276e-07, "loss": 0.7576, "step": 2266 }, { "epoch": 2.231299212598425, "grad_norm": 4.137571811676025, "learning_rate": 3.2396306015718775e-07, "loss": 0.0618, "step": 2267 }, { "epoch": 2.232283464566929, "grad_norm": 12.095766067504883, "learning_rate": 3.2324699335939273e-07, "loss": 0.3125, "step": 2268 }, { "epoch": 2.233267716535433, "grad_norm": 8.904653549194336, "learning_rate": 3.225313488711686e-07, "loss": 0.162, "step": 2269 }, { "epoch": 2.234251968503937, "grad_norm": 15.208680152893066, "learning_rate": 3.2181612838640673e-07, "loss": 0.4277, "step": 2270 }, { "epoch": 2.2352362204724407, "grad_norm": 16.477054595947266, "learning_rate": 3.2110133359799457e-07, "loss": 0.6385, "step": 2271 }, { "epoch": 2.236220472440945, "grad_norm": 10.606884002685547, "learning_rate": 3.203869661978121e-07, "loss": 0.2628, "step": 2272 }, { "epoch": 2.2372047244094486, "grad_norm": 12.28905963897705, "learning_rate": 3.196730278767277e-07, "loss": 0.5488, "step": 2273 }, { "epoch": 2.2381889763779528, "grad_norm": 14.246539115905762, "learning_rate": 3.189595203245944e-07, "loss": 0.695, "step": 2274 }, { "epoch": 2.2391732283464565, "grad_norm": 7.976707935333252, "learning_rate": 3.182464452302452e-07, "loss": 0.2487, "step": 2275 }, { "epoch": 2.2401574803149606, "grad_norm": 14.724424362182617, "learning_rate": 3.175338042814898e-07, "loss": 0.5041, "step": 2276 }, { "epoch": 2.2411417322834644, "grad_norm": 1.95339834690094, "learning_rate": 3.168215991651101e-07, "loss": 0.0307, "step": 2277 }, { "epoch": 2.2421259842519685, "grad_norm": 9.749213218688965, "learning_rate": 3.1610983156685664e-07, "loss": 0.3909, "step": 2278 }, { "epoch": 2.2431102362204722, "grad_norm": 9.426769256591797, "learning_rate": 3.153985031714442e-07, "loss": 0.2115, "step": 2279 }, { "epoch": 2.2440944881889764, "grad_norm": 7.367453575134277, "learning_rate": 3.14687615662548e-07, "loss": 0.1853, "step": 2280 }, { "epoch": 2.2450787401574805, "grad_norm": 7.429681777954102, "learning_rate": 3.139771707227997e-07, "loss": 0.224, "step": 2281 }, { "epoch": 2.2460629921259843, "grad_norm": 9.328291893005371, "learning_rate": 3.1326717003378365e-07, "loss": 0.3116, "step": 2282 }, { "epoch": 2.247047244094488, "grad_norm": 11.240273475646973, "learning_rate": 3.1255761527603233e-07, "loss": 0.382, "step": 2283 }, { "epoch": 2.248031496062992, "grad_norm": 10.6027250289917, "learning_rate": 3.1184850812902304e-07, "loss": 0.2589, "step": 2284 }, { "epoch": 2.2490157480314963, "grad_norm": 9.430268287658691, "learning_rate": 3.111398502711733e-07, "loss": 0.2255, "step": 2285 }, { "epoch": 2.25, "grad_norm": 5.602982997894287, "learning_rate": 3.104316433798374e-07, "loss": 0.1913, "step": 2286 }, { "epoch": 2.2509842519685037, "grad_norm": 8.843626022338867, "learning_rate": 3.0972388913130215e-07, "loss": 0.1469, "step": 2287 }, { "epoch": 2.251968503937008, "grad_norm": 4.191643714904785, "learning_rate": 3.0901658920078314e-07, "loss": 0.0531, "step": 2288 }, { "epoch": 2.252952755905512, "grad_norm": 15.751923561096191, "learning_rate": 3.083097452624203e-07, "loss": 0.8686, "step": 2289 }, { "epoch": 2.2539370078740157, "grad_norm": 11.915505409240723, "learning_rate": 3.076033589892745e-07, "loss": 0.4408, "step": 2290 }, { "epoch": 2.2549212598425195, "grad_norm": 8.81048583984375, "learning_rate": 3.0689743205332345e-07, "loss": 0.331, "step": 2291 }, { "epoch": 2.2559055118110236, "grad_norm": 11.591867446899414, "learning_rate": 3.061919661254571e-07, "loss": 0.4179, "step": 2292 }, { "epoch": 2.2568897637795278, "grad_norm": 4.445011138916016, "learning_rate": 3.054869628754748e-07, "loss": 0.0832, "step": 2293 }, { "epoch": 2.2578740157480315, "grad_norm": 10.183629035949707, "learning_rate": 3.047824239720804e-07, "loss": 0.3035, "step": 2294 }, { "epoch": 2.258858267716535, "grad_norm": 14.948867797851562, "learning_rate": 3.0407835108287885e-07, "loss": 0.6726, "step": 2295 }, { "epoch": 2.258858267716535, "eval_Qnli-dev_cosine_accuracy": 0.693359375, "eval_Qnli-dev_cosine_accuracy_threshold": 0.7911537289619446, "eval_Qnli-dev_cosine_ap": 0.7170058408023475, "eval_Qnli-dev_cosine_f1": 0.6943396226415095, "eval_Qnli-dev_cosine_f1_threshold": 0.7661037445068359, "eval_Qnli-dev_cosine_precision": 0.6258503401360545, "eval_Qnli-dev_cosine_recall": 0.7796610169491526, "eval_Qnli-dev_dot_accuracy": 0.69140625, "eval_Qnli-dev_dot_accuracy_threshold": 604.568359375, "eval_Qnli-dev_dot_ap": 0.7180814793300055, "eval_Qnli-dev_dot_f1": 0.6943396226415095, "eval_Qnli-dev_dot_f1_threshold": 584.6365966796875, "eval_Qnli-dev_dot_precision": 0.6258503401360545, "eval_Qnli-dev_dot_recall": 0.7796610169491526, "eval_Qnli-dev_euclidean_accuracy": 0.693359375, "eval_Qnli-dev_euclidean_accuracy_threshold": 17.86266326904297, "eval_Qnli-dev_euclidean_ap": 0.7167111722090085, "eval_Qnli-dev_euclidean_f1": 0.6943396226415095, "eval_Qnli-dev_euclidean_f1_threshold": 18.894086837768555, "eval_Qnli-dev_euclidean_precision": 0.6258503401360545, "eval_Qnli-dev_euclidean_recall": 0.7796610169491526, "eval_Qnli-dev_manhattan_accuracy": 0.6875, "eval_Qnli-dev_manhattan_accuracy_threshold": 394.7893371582031, "eval_Qnli-dev_manhattan_ap": 0.7191161344564313, "eval_Qnli-dev_manhattan_f1": 0.6865671641791045, "eval_Qnli-dev_manhattan_f1_threshold": 419.76483154296875, "eval_Qnli-dev_manhattan_precision": 0.6133333333333333, "eval_Qnli-dev_manhattan_recall": 0.7796610169491526, "eval_Qnli-dev_max_accuracy": 0.693359375, "eval_Qnli-dev_max_accuracy_threshold": 604.568359375, "eval_Qnli-dev_max_ap": 0.7191161344564313, "eval_Qnli-dev_max_f1": 0.6943396226415095, "eval_Qnli-dev_max_f1_threshold": 584.6365966796875, "eval_Qnli-dev_max_precision": 0.6258503401360545, "eval_Qnli-dev_max_recall": 0.7796610169491526, "eval_allNLI-dev_cosine_accuracy": 0.6953125, "eval_allNLI-dev_cosine_accuracy_threshold": 0.916883111000061, "eval_allNLI-dev_cosine_ap": 0.5389132858087206, "eval_allNLI-dev_cosine_f1": 0.5739514348785872, "eval_allNLI-dev_cosine_f1_threshold": 0.8422929048538208, "eval_allNLI-dev_cosine_precision": 0.4642857142857143, "eval_allNLI-dev_cosine_recall": 0.7514450867052023, "eval_allNLI-dev_dot_accuracy": 0.697265625, "eval_allNLI-dev_dot_accuracy_threshold": 700.6588134765625, "eval_allNLI-dev_dot_ap": 0.5386550373326439, "eval_allNLI-dev_dot_f1": 0.5738396624472574, "eval_allNLI-dev_dot_f1_threshold": 637.1109619140625, "eval_allNLI-dev_dot_precision": 0.45182724252491696, "eval_allNLI-dev_dot_recall": 0.7861271676300579, "eval_allNLI-dev_euclidean_accuracy": 0.6953125, "eval_allNLI-dev_euclidean_accuracy_threshold": 11.268974304199219, "eval_allNLI-dev_euclidean_ap": 0.538861613459563, "eval_allNLI-dev_euclidean_f1": 0.5739514348785872, "eval_allNLI-dev_euclidean_f1_threshold": 15.526180267333984, "eval_allNLI-dev_euclidean_precision": 0.4642857142857143, "eval_allNLI-dev_euclidean_recall": 0.7514450867052023, "eval_allNLI-dev_manhattan_accuracy": 0.6953125, "eval_allNLI-dev_manhattan_accuracy_threshold": 250.47450256347656, "eval_allNLI-dev_manhattan_ap": 0.536589052216218, "eval_allNLI-dev_manhattan_f1": 0.5768421052631579, "eval_allNLI-dev_manhattan_f1_threshold": 352.81256103515625, "eval_allNLI-dev_manhattan_precision": 0.45364238410596025, "eval_allNLI-dev_manhattan_recall": 0.791907514450867, "eval_allNLI-dev_max_accuracy": 0.697265625, "eval_allNLI-dev_max_accuracy_threshold": 700.6588134765625, "eval_allNLI-dev_max_ap": 0.5389132858087206, "eval_allNLI-dev_max_f1": 0.5768421052631579, "eval_allNLI-dev_max_f1_threshold": 637.1109619140625, "eval_allNLI-dev_max_precision": 0.4642857142857143, "eval_allNLI-dev_max_recall": 0.791907514450867, "eval_loss": 0.7565979957580566, "eval_runtime": 50.1674, "eval_samples_per_second": 33.169, "eval_sequential_score": 0.7191161344564313, "eval_steps_per_second": 0.14, "eval_sts-test_pearson_cosine": 0.6922684863371262, "eval_sts-test_pearson_dot": 0.6921375998703381, "eval_sts-test_pearson_euclidean": 0.7142932019256403, "eval_sts-test_pearson_manhattan": 0.7157248829465845, "eval_sts-test_pearson_max": 0.7157248829465845, "eval_sts-test_spearman_cosine": 0.703903241225534, "eval_sts-test_spearman_dot": 0.7039481872265008, "eval_sts-test_spearman_euclidean": 0.704003394548528, "eval_sts-test_spearman_manhattan": 0.7048857551693822, "eval_sts-test_spearman_max": 0.7048857551693822, "step": 2295 }, { "epoch": 2.2598425196850394, "grad_norm": 4.843102931976318, "learning_rate": 3.03374745874372e-07, "loss": 0.1025, "step": 2296 }, { "epoch": 2.2608267716535435, "grad_norm": 12.132405281066895, "learning_rate": 3.0267161001195493e-07, "loss": 0.3284, "step": 2297 }, { "epoch": 2.2618110236220472, "grad_norm": 7.466048717498779, "learning_rate": 3.019689451599114e-07, "loss": 0.1646, "step": 2298 }, { "epoch": 2.262795275590551, "grad_norm": 14.641806602478027, "learning_rate": 3.0126675298141056e-07, "loss": 0.5941, "step": 2299 }, { "epoch": 2.263779527559055, "grad_norm": 10.814557075500488, "learning_rate": 3.005650351385029e-07, "loss": 0.2353, "step": 2300 }, { "epoch": 2.2647637795275593, "grad_norm": 12.832300186157227, "learning_rate": 2.998637932921159e-07, "loss": 0.4221, "step": 2301 }, { "epoch": 2.265748031496063, "grad_norm": 5.720351696014404, "learning_rate": 2.991630291020506e-07, "loss": 0.1688, "step": 2302 }, { "epoch": 2.266732283464567, "grad_norm": 17.98371696472168, "learning_rate": 2.9846274422697734e-07, "loss": 0.7758, "step": 2303 }, { "epoch": 2.267716535433071, "grad_norm": 14.842743873596191, "learning_rate": 2.9776294032443184e-07, "loss": 0.5717, "step": 2304 }, { "epoch": 2.268700787401575, "grad_norm": 8.881214141845703, "learning_rate": 2.9706361905081164e-07, "loss": 0.2188, "step": 2305 }, { "epoch": 2.2696850393700787, "grad_norm": 7.366771697998047, "learning_rate": 2.9636478206137174e-07, "loss": 0.2082, "step": 2306 }, { "epoch": 2.270669291338583, "grad_norm": 9.068266868591309, "learning_rate": 2.95666431010221e-07, "loss": 0.171, "step": 2307 }, { "epoch": 2.2716535433070866, "grad_norm": 8.417882919311523, "learning_rate": 2.949685675503179e-07, "loss": 0.2378, "step": 2308 }, { "epoch": 2.2726377952755907, "grad_norm": 10.107744216918945, "learning_rate": 2.9427119333346706e-07, "loss": 0.3472, "step": 2309 }, { "epoch": 2.2736220472440944, "grad_norm": 6.765593528747559, "learning_rate": 2.935743100103149e-07, "loss": 0.1636, "step": 2310 }, { "epoch": 2.2746062992125986, "grad_norm": 8.884689331054688, "learning_rate": 2.9287791923034593e-07, "loss": 0.3438, "step": 2311 }, { "epoch": 2.2755905511811023, "grad_norm": 6.2753825187683105, "learning_rate": 2.921820226418793e-07, "loss": 0.1726, "step": 2312 }, { "epoch": 2.2765748031496065, "grad_norm": 3.9449446201324463, "learning_rate": 2.9148662189206344e-07, "loss": 0.0537, "step": 2313 }, { "epoch": 2.27755905511811, "grad_norm": 12.908712387084961, "learning_rate": 2.907917186268739e-07, "loss": 0.5469, "step": 2314 }, { "epoch": 2.2785433070866143, "grad_norm": 8.223078727722168, "learning_rate": 2.900973144911088e-07, "loss": 0.2189, "step": 2315 }, { "epoch": 2.279527559055118, "grad_norm": 16.003049850463867, "learning_rate": 2.894034111283843e-07, "loss": 0.8666, "step": 2316 }, { "epoch": 2.280511811023622, "grad_norm": 10.45720386505127, "learning_rate": 2.8871001018113183e-07, "loss": 0.2347, "step": 2317 }, { "epoch": 2.281496062992126, "grad_norm": 9.887803077697754, "learning_rate": 2.880171132905932e-07, "loss": 0.2223, "step": 2318 }, { "epoch": 2.28248031496063, "grad_norm": 16.266801834106445, "learning_rate": 2.8732472209681733e-07, "loss": 0.4252, "step": 2319 }, { "epoch": 2.283464566929134, "grad_norm": 8.588350296020508, "learning_rate": 2.866328382386562e-07, "loss": 0.2339, "step": 2320 }, { "epoch": 2.284448818897638, "grad_norm": 7.157125949859619, "learning_rate": 2.859414633537609e-07, "loss": 0.2267, "step": 2321 }, { "epoch": 2.2854330708661417, "grad_norm": 15.318318367004395, "learning_rate": 2.8525059907857786e-07, "loss": 0.7197, "step": 2322 }, { "epoch": 2.286417322834646, "grad_norm": 8.042208671569824, "learning_rate": 2.8456024704834483e-07, "loss": 0.1621, "step": 2323 }, { "epoch": 2.2874015748031495, "grad_norm": 9.61860179901123, "learning_rate": 2.8387040889708715e-07, "loss": 0.2266, "step": 2324 }, { "epoch": 2.2883858267716537, "grad_norm": 6.121631145477295, "learning_rate": 2.8318108625761395e-07, "loss": 0.1613, "step": 2325 }, { "epoch": 2.2893700787401574, "grad_norm": 13.954069137573242, "learning_rate": 2.8249228076151396e-07, "loss": 0.629, "step": 2326 }, { "epoch": 2.2903543307086616, "grad_norm": 10.77175521850586, "learning_rate": 2.81803994039152e-07, "loss": 0.2812, "step": 2327 }, { "epoch": 2.2913385826771653, "grad_norm": 13.205397605895996, "learning_rate": 2.8111622771966523e-07, "loss": 0.5929, "step": 2328 }, { "epoch": 2.2923228346456694, "grad_norm": 10.837924003601074, "learning_rate": 2.804289834309583e-07, "loss": 0.4375, "step": 2329 }, { "epoch": 2.293307086614173, "grad_norm": 15.504312515258789, "learning_rate": 2.797422627997009e-07, "loss": 0.6752, "step": 2330 }, { "epoch": 2.2942913385826773, "grad_norm": 8.454350471496582, "learning_rate": 2.7905606745132307e-07, "loss": 0.1592, "step": 2331 }, { "epoch": 2.295275590551181, "grad_norm": 9.216939926147461, "learning_rate": 2.7837039901001155e-07, "loss": 0.3056, "step": 2332 }, { "epoch": 2.296259842519685, "grad_norm": 12.32398509979248, "learning_rate": 2.776852590987061e-07, "loss": 0.4122, "step": 2333 }, { "epoch": 2.297244094488189, "grad_norm": 11.984452247619629, "learning_rate": 2.7700064933909474e-07, "loss": 0.4048, "step": 2334 }, { "epoch": 2.298228346456693, "grad_norm": 15.117887496948242, "learning_rate": 2.7631657135161156e-07, "loss": 0.5066, "step": 2335 }, { "epoch": 2.2992125984251968, "grad_norm": 11.230385780334473, "learning_rate": 2.756330267554316e-07, "loss": 0.5119, "step": 2336 }, { "epoch": 2.300196850393701, "grad_norm": 16.905982971191406, "learning_rate": 2.749500171684673e-07, "loss": 0.6747, "step": 2337 }, { "epoch": 2.3011811023622046, "grad_norm": 4.9277472496032715, "learning_rate": 2.7426754420736485e-07, "loss": 0.0582, "step": 2338 }, { "epoch": 2.302165354330709, "grad_norm": 11.048531532287598, "learning_rate": 2.735856094875003e-07, "loss": 0.2521, "step": 2339 }, { "epoch": 2.3031496062992125, "grad_norm": 3.776963472366333, "learning_rate": 2.7290421462297574e-07, "loss": 0.0696, "step": 2340 }, { "epoch": 2.3041338582677167, "grad_norm": 13.674766540527344, "learning_rate": 2.7222336122661535e-07, "loss": 0.5675, "step": 2341 }, { "epoch": 2.3051181102362204, "grad_norm": 9.75919246673584, "learning_rate": 2.715430509099618e-07, "loss": 0.1925, "step": 2342 }, { "epoch": 2.3061023622047245, "grad_norm": 11.845928192138672, "learning_rate": 2.7086328528327215e-07, "loss": 0.5663, "step": 2343 }, { "epoch": 2.3070866141732282, "grad_norm": 10.715153694152832, "learning_rate": 2.7018406595551434e-07, "loss": 0.4268, "step": 2344 }, { "epoch": 2.3080708661417324, "grad_norm": 13.037115097045898, "learning_rate": 2.695053945343633e-07, "loss": 0.65, "step": 2345 }, { "epoch": 2.309055118110236, "grad_norm": 7.811085224151611, "learning_rate": 2.6882727262619696e-07, "loss": 0.2004, "step": 2346 }, { "epoch": 2.3100393700787403, "grad_norm": 13.735000610351562, "learning_rate": 2.681497018360927e-07, "loss": 0.3069, "step": 2347 }, { "epoch": 2.311023622047244, "grad_norm": 10.576314926147461, "learning_rate": 2.6747268376782334e-07, "loss": 0.3747, "step": 2348 }, { "epoch": 2.312007874015748, "grad_norm": 10.604143142700195, "learning_rate": 2.6679622002385354e-07, "loss": 0.4447, "step": 2349 }, { "epoch": 2.312992125984252, "grad_norm": 15.008903503417969, "learning_rate": 2.6612031220533574e-07, "loss": 0.7273, "step": 2350 }, { "epoch": 2.313976377952756, "grad_norm": 13.090288162231445, "learning_rate": 2.654449619121067e-07, "loss": 0.3773, "step": 2351 }, { "epoch": 2.3149606299212597, "grad_norm": 11.25436019897461, "learning_rate": 2.647701707426835e-07, "loss": 0.5278, "step": 2352 }, { "epoch": 2.315944881889764, "grad_norm": 7.501079082489014, "learning_rate": 2.6409594029425986e-07, "loss": 0.2348, "step": 2353 }, { "epoch": 2.3169291338582676, "grad_norm": 10.106515884399414, "learning_rate": 2.6342227216270205e-07, "loss": 0.4442, "step": 2354 }, { "epoch": 2.3179133858267718, "grad_norm": 10.640914916992188, "learning_rate": 2.6274916794254554e-07, "loss": 0.3665, "step": 2355 }, { "epoch": 2.3188976377952755, "grad_norm": 12.370466232299805, "learning_rate": 2.6207662922699125e-07, "loss": 0.3878, "step": 2356 }, { "epoch": 2.3198818897637796, "grad_norm": 9.007702827453613, "learning_rate": 2.6140465760790126e-07, "loss": 0.1487, "step": 2357 }, { "epoch": 2.3208661417322833, "grad_norm": 7.668280601501465, "learning_rate": 2.6073325467579553e-07, "loss": 0.1847, "step": 2358 }, { "epoch": 2.3218503937007875, "grad_norm": 8.930326461791992, "learning_rate": 2.60062422019848e-07, "loss": 0.2042, "step": 2359 }, { "epoch": 2.322834645669291, "grad_norm": 6.747073173522949, "learning_rate": 2.5939216122788267e-07, "loss": 0.1178, "step": 2360 }, { "epoch": 2.3238188976377954, "grad_norm": 5.486789226531982, "learning_rate": 2.5872247388637e-07, "loss": 0.1065, "step": 2361 }, { "epoch": 2.324803149606299, "grad_norm": 12.062655448913574, "learning_rate": 2.5805336158042327e-07, "loss": 0.5725, "step": 2362 }, { "epoch": 2.3257874015748032, "grad_norm": 9.281482696533203, "learning_rate": 2.573848258937945e-07, "loss": 0.2564, "step": 2363 }, { "epoch": 2.326771653543307, "grad_norm": 5.837134838104248, "learning_rate": 2.56716868408871e-07, "loss": 0.1425, "step": 2364 }, { "epoch": 2.327755905511811, "grad_norm": 10.866689682006836, "learning_rate": 2.5604949070667156e-07, "loss": 0.4065, "step": 2365 }, { "epoch": 2.328740157480315, "grad_norm": 8.223211288452148, "learning_rate": 2.553826943668423e-07, "loss": 0.1472, "step": 2366 }, { "epoch": 2.329724409448819, "grad_norm": 11.248306274414062, "learning_rate": 2.5471648096765365e-07, "loss": 0.3658, "step": 2367 }, { "epoch": 2.3307086614173227, "grad_norm": 13.366337776184082, "learning_rate": 2.5405085208599623e-07, "loss": 0.4533, "step": 2368 }, { "epoch": 2.331692913385827, "grad_norm": 6.944033145904541, "learning_rate": 2.53385809297377e-07, "loss": 0.2669, "step": 2369 }, { "epoch": 2.3326771653543306, "grad_norm": 11.905457496643066, "learning_rate": 2.527213541759156e-07, "loss": 0.4721, "step": 2370 }, { "epoch": 2.3336614173228347, "grad_norm": 10.900627136230469, "learning_rate": 2.520574882943411e-07, "loss": 0.5703, "step": 2371 }, { "epoch": 2.3346456692913384, "grad_norm": 7.861691474914551, "learning_rate": 2.5139421322398734e-07, "loss": 0.2449, "step": 2372 }, { "epoch": 2.3356299212598426, "grad_norm": 10.354506492614746, "learning_rate": 2.5073153053479025e-07, "loss": 0.3974, "step": 2373 }, { "epoch": 2.3366141732283463, "grad_norm": 8.82080364227295, "learning_rate": 2.5006944179528326e-07, "loss": 0.2303, "step": 2374 }, { "epoch": 2.3375984251968505, "grad_norm": 13.145618438720703, "learning_rate": 2.494079485725939e-07, "loss": 0.542, "step": 2375 }, { "epoch": 2.338582677165354, "grad_norm": 7.5811543464660645, "learning_rate": 2.4874705243244044e-07, "loss": 0.3991, "step": 2376 }, { "epoch": 2.3395669291338583, "grad_norm": 10.05690860748291, "learning_rate": 2.480867549391278e-07, "loss": 0.4184, "step": 2377 }, { "epoch": 2.340551181102362, "grad_norm": 10.880393981933594, "learning_rate": 2.4742705765554384e-07, "loss": 0.3636, "step": 2378 }, { "epoch": 2.341535433070866, "grad_norm": 12.805682182312012, "learning_rate": 2.467679621431558e-07, "loss": 0.5021, "step": 2379 }, { "epoch": 2.34251968503937, "grad_norm": 6.25147819519043, "learning_rate": 2.461094699620066e-07, "loss": 0.1835, "step": 2380 }, { "epoch": 2.343503937007874, "grad_norm": 10.553853034973145, "learning_rate": 2.454515826707111e-07, "loss": 0.3925, "step": 2381 }, { "epoch": 2.344488188976378, "grad_norm": 9.985482215881348, "learning_rate": 2.4479430182645237e-07, "loss": 0.4167, "step": 2382 }, { "epoch": 2.345472440944882, "grad_norm": 6.239148139953613, "learning_rate": 2.441376289849781e-07, "loss": 0.2309, "step": 2383 }, { "epoch": 2.3464566929133857, "grad_norm": 16.266908645629883, "learning_rate": 2.4348156570059685e-07, "loss": 0.7152, "step": 2384 }, { "epoch": 2.34744094488189, "grad_norm": 12.050719261169434, "learning_rate": 2.428261135261743e-07, "loss": 0.313, "step": 2385 }, { "epoch": 2.3484251968503935, "grad_norm": 14.419236183166504, "learning_rate": 2.4217127401312993e-07, "loss": 0.6408, "step": 2386 }, { "epoch": 2.3494094488188977, "grad_norm": 9.486001014709473, "learning_rate": 2.4151704871143276e-07, "loss": 0.4033, "step": 2387 }, { "epoch": 2.3503937007874014, "grad_norm": 11.379007339477539, "learning_rate": 2.4086343916959827e-07, "loss": 0.545, "step": 2388 }, { "epoch": 2.3513779527559056, "grad_norm": 4.567531585693359, "learning_rate": 2.402104469346844e-07, "loss": 0.0758, "step": 2389 }, { "epoch": 2.3523622047244093, "grad_norm": 7.687051296234131, "learning_rate": 2.3955807355228767e-07, "loss": 0.361, "step": 2390 }, { "epoch": 2.3533464566929134, "grad_norm": 11.952143669128418, "learning_rate": 2.3890632056654027e-07, "loss": 0.3222, "step": 2391 }, { "epoch": 2.354330708661417, "grad_norm": 7.990842342376709, "learning_rate": 2.3825518952010577e-07, "loss": 0.2374, "step": 2392 }, { "epoch": 2.3553149606299213, "grad_norm": 11.30343246459961, "learning_rate": 2.3760468195417546e-07, "loss": 0.3697, "step": 2393 }, { "epoch": 2.356299212598425, "grad_norm": 11.191856384277344, "learning_rate": 2.3695479940846513e-07, "loss": 0.3201, "step": 2394 }, { "epoch": 2.357283464566929, "grad_norm": 13.76095199584961, "learning_rate": 2.363055434212112e-07, "loss": 0.4985, "step": 2395 }, { "epoch": 2.358267716535433, "grad_norm": 9.870569229125977, "learning_rate": 2.3565691552916664e-07, "loss": 0.4632, "step": 2396 }, { "epoch": 2.359251968503937, "grad_norm": 7.816884994506836, "learning_rate": 2.3500891726759822e-07, "loss": 0.184, "step": 2397 }, { "epoch": 2.3602362204724407, "grad_norm": 16.132492065429688, "learning_rate": 2.3436155017028224e-07, "loss": 0.8459, "step": 2398 }, { "epoch": 2.361220472440945, "grad_norm": 8.283998489379883, "learning_rate": 2.3371481576950107e-07, "loss": 0.2389, "step": 2399 }, { "epoch": 2.362204724409449, "grad_norm": 15.900023460388184, "learning_rate": 2.3306871559603962e-07, "loss": 0.6347, "step": 2400 }, { "epoch": 2.3631889763779528, "grad_norm": 17.185317993164062, "learning_rate": 2.324232511791814e-07, "loss": 0.8377, "step": 2401 }, { "epoch": 2.3641732283464565, "grad_norm": 13.698606491088867, "learning_rate": 2.3177842404670548e-07, "loss": 0.4673, "step": 2402 }, { "epoch": 2.3651574803149606, "grad_norm": 13.84771728515625, "learning_rate": 2.3113423572488192e-07, "loss": 0.6065, "step": 2403 }, { "epoch": 2.366141732283465, "grad_norm": 11.880446434020996, "learning_rate": 2.304906877384692e-07, "loss": 0.6109, "step": 2404 }, { "epoch": 2.3671259842519685, "grad_norm": 12.377808570861816, "learning_rate": 2.298477816107103e-07, "loss": 0.4965, "step": 2405 }, { "epoch": 2.3681102362204722, "grad_norm": 9.263788223266602, "learning_rate": 2.292055188633285e-07, "loss": 0.4042, "step": 2406 }, { "epoch": 2.3690944881889764, "grad_norm": 5.993063926696777, "learning_rate": 2.2856390101652452e-07, "loss": 0.2272, "step": 2407 }, { "epoch": 2.3700787401574805, "grad_norm": 3.624645709991455, "learning_rate": 2.2792292958897266e-07, "loss": 0.1061, "step": 2408 }, { "epoch": 2.3710629921259843, "grad_norm": 6.131748676300049, "learning_rate": 2.2728260609781702e-07, "loss": 0.251, "step": 2409 }, { "epoch": 2.372047244094488, "grad_norm": 9.094381332397461, "learning_rate": 2.2664293205866817e-07, "loss": 0.3711, "step": 2410 }, { "epoch": 2.373031496062992, "grad_norm": 12.853039741516113, "learning_rate": 2.2600390898559944e-07, "loss": 0.4646, "step": 2411 }, { "epoch": 2.3740157480314963, "grad_norm": 14.42044448852539, "learning_rate": 2.2536553839114338e-07, "loss": 0.7357, "step": 2412 }, { "epoch": 2.375, "grad_norm": 10.636192321777344, "learning_rate": 2.2472782178628807e-07, "loss": 0.3643, "step": 2413 }, { "epoch": 2.3759842519685037, "grad_norm": 8.486954689025879, "learning_rate": 2.2409076068047373e-07, "loss": 0.2327, "step": 2414 }, { "epoch": 2.376968503937008, "grad_norm": 7.130517482757568, "learning_rate": 2.2345435658158908e-07, "loss": 0.1543, "step": 2415 }, { "epoch": 2.377952755905512, "grad_norm": 10.911663055419922, "learning_rate": 2.2281861099596783e-07, "loss": 0.3892, "step": 2416 }, { "epoch": 2.3789370078740157, "grad_norm": 10.254852294921875, "learning_rate": 2.2218352542838447e-07, "loss": 0.2659, "step": 2417 }, { "epoch": 2.3799212598425195, "grad_norm": 12.970120429992676, "learning_rate": 2.215491013820519e-07, "loss": 0.5829, "step": 2418 }, { "epoch": 2.3809055118110236, "grad_norm": 8.290464401245117, "learning_rate": 2.2091534035861703e-07, "loss": 0.2263, "step": 2419 }, { "epoch": 2.3818897637795278, "grad_norm": 12.914335250854492, "learning_rate": 2.2028224385815726e-07, "loss": 0.4357, "step": 2420 }, { "epoch": 2.3828740157480315, "grad_norm": 9.889439582824707, "learning_rate": 2.1964981337917744e-07, "loss": 0.3646, "step": 2421 }, { "epoch": 2.383858267716535, "grad_norm": 11.510004997253418, "learning_rate": 2.1901805041860567e-07, "loss": 0.3156, "step": 2422 }, { "epoch": 2.3848425196850394, "grad_norm": 9.496753692626953, "learning_rate": 2.1838695647179024e-07, "loss": 0.3001, "step": 2423 }, { "epoch": 2.3858267716535435, "grad_norm": 10.354239463806152, "learning_rate": 2.1775653303249587e-07, "loss": 0.2207, "step": 2424 }, { "epoch": 2.3868110236220472, "grad_norm": 6.860008239746094, "learning_rate": 2.1712678159290023e-07, "loss": 0.201, "step": 2425 }, { "epoch": 2.387795275590551, "grad_norm": 12.281497955322266, "learning_rate": 2.164977036435904e-07, "loss": 0.5521, "step": 2426 }, { "epoch": 2.388779527559055, "grad_norm": 8.849814414978027, "learning_rate": 2.1586930067355932e-07, "loss": 0.3396, "step": 2427 }, { "epoch": 2.3897637795275593, "grad_norm": 10.87320327758789, "learning_rate": 2.152415741702023e-07, "loss": 0.3528, "step": 2428 }, { "epoch": 2.390748031496063, "grad_norm": 13.564628601074219, "learning_rate": 2.146145256193136e-07, "loss": 0.4771, "step": 2429 }, { "epoch": 2.391732283464567, "grad_norm": 7.737844467163086, "learning_rate": 2.1398815650508263e-07, "loss": 0.2577, "step": 2430 }, { "epoch": 2.392716535433071, "grad_norm": 3.8913357257843018, "learning_rate": 2.1336246831009075e-07, "loss": 0.0595, "step": 2431 }, { "epoch": 2.393700787401575, "grad_norm": 10.990683555603027, "learning_rate": 2.1273746251530752e-07, "loss": 0.5141, "step": 2432 }, { "epoch": 2.3946850393700787, "grad_norm": 11.935064315795898, "learning_rate": 2.1211314060008755e-07, "loss": 0.3178, "step": 2433 }, { "epoch": 2.395669291338583, "grad_norm": 4.393062114715576, "learning_rate": 2.1148950404216617e-07, "loss": 0.0863, "step": 2434 }, { "epoch": 2.3966535433070866, "grad_norm": 9.64417552947998, "learning_rate": 2.10866554317657e-07, "loss": 0.2858, "step": 2435 }, { "epoch": 2.3976377952755907, "grad_norm": 13.084728240966797, "learning_rate": 2.1024429290104796e-07, "loss": 0.6671, "step": 2436 }, { "epoch": 2.3986220472440944, "grad_norm": 7.769230842590332, "learning_rate": 2.0962272126519756e-07, "loss": 0.1614, "step": 2437 }, { "epoch": 2.3996062992125986, "grad_norm": 9.682682037353516, "learning_rate": 2.0900184088133173e-07, "loss": 0.4314, "step": 2438 }, { "epoch": 2.4005905511811023, "grad_norm": 8.374194145202637, "learning_rate": 2.0838165321904045e-07, "loss": 0.1796, "step": 2439 }, { "epoch": 2.4015748031496065, "grad_norm": 6.3454179763793945, "learning_rate": 2.0776215974627359e-07, "loss": 0.1504, "step": 2440 } ], "logging_steps": 1, "max_steps": 3048, "num_input_tokens_seen": 0, "num_train_epochs": 3, "save_steps": 305, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": false }, "attributes": {} } }, "total_flos": 0.0, "train_batch_size": 32, "trial_name": null, "trial_params": null }