|
{
|
|
"best_metric": 0.8978675645342312,
|
|
"best_model_checkpoint": "videomae-base-finetuned-dd\\checkpoint-1344",
|
|
"epoch": 4.005917159763314,
|
|
"eval_steps": 500,
|
|
"global_step": 1352,
|
|
"is_hyper_param_search": false,
|
|
"is_local_process_zero": true,
|
|
"is_world_process_zero": true,
|
|
"log_history": [
|
|
{
|
|
"epoch": 0.0073964497041420114,
|
|
"grad_norm": 22.897619247436523,
|
|
"learning_rate": 3.6764705882352942e-06,
|
|
"loss": 0.7648,
|
|
"step": 10
|
|
},
|
|
{
|
|
"epoch": 0.014792899408284023,
|
|
"grad_norm": 6.239708423614502,
|
|
"learning_rate": 7.3529411764705884e-06,
|
|
"loss": 0.6619,
|
|
"step": 20
|
|
},
|
|
{
|
|
"epoch": 0.022189349112426034,
|
|
"grad_norm": 11.775946617126465,
|
|
"learning_rate": 1.1029411764705883e-05,
|
|
"loss": 0.6844,
|
|
"step": 30
|
|
},
|
|
{
|
|
"epoch": 0.029585798816568046,
|
|
"grad_norm": 12.948445320129395,
|
|
"learning_rate": 1.4705882352941177e-05,
|
|
"loss": 0.6158,
|
|
"step": 40
|
|
},
|
|
{
|
|
"epoch": 0.03698224852071006,
|
|
"grad_norm": 18.087614059448242,
|
|
"learning_rate": 1.8382352941176472e-05,
|
|
"loss": 0.6569,
|
|
"step": 50
|
|
},
|
|
{
|
|
"epoch": 0.04437869822485207,
|
|
"grad_norm": 10.075726509094238,
|
|
"learning_rate": 2.2058823529411766e-05,
|
|
"loss": 0.6572,
|
|
"step": 60
|
|
},
|
|
{
|
|
"epoch": 0.051775147928994084,
|
|
"grad_norm": 4.17144250869751,
|
|
"learning_rate": 2.5735294117647057e-05,
|
|
"loss": 0.3788,
|
|
"step": 70
|
|
},
|
|
{
|
|
"epoch": 0.05917159763313609,
|
|
"grad_norm": 24.00593376159668,
|
|
"learning_rate": 2.9411764705882354e-05,
|
|
"loss": 0.5752,
|
|
"step": 80
|
|
},
|
|
{
|
|
"epoch": 0.06656804733727811,
|
|
"grad_norm": 0.1779569834470749,
|
|
"learning_rate": 3.308823529411765e-05,
|
|
"loss": 0.488,
|
|
"step": 90
|
|
},
|
|
{
|
|
"epoch": 0.07396449704142012,
|
|
"grad_norm": 2.1989564895629883,
|
|
"learning_rate": 3.6764705882352945e-05,
|
|
"loss": 1.0225,
|
|
"step": 100
|
|
},
|
|
{
|
|
"epoch": 0.08136094674556213,
|
|
"grad_norm": 16.50670623779297,
|
|
"learning_rate": 4.044117647058824e-05,
|
|
"loss": 1.0776,
|
|
"step": 110
|
|
},
|
|
{
|
|
"epoch": 0.08875739644970414,
|
|
"grad_norm": 36.278076171875,
|
|
"learning_rate": 4.411764705882353e-05,
|
|
"loss": 1.1623,
|
|
"step": 120
|
|
},
|
|
{
|
|
"epoch": 0.09615384615384616,
|
|
"grad_norm": 8.829483032226562,
|
|
"learning_rate": 4.7794117647058826e-05,
|
|
"loss": 0.9484,
|
|
"step": 130
|
|
},
|
|
{
|
|
"epoch": 0.10355029585798817,
|
|
"grad_norm": 0.47137251496315,
|
|
"learning_rate": 4.983552631578948e-05,
|
|
"loss": 0.2775,
|
|
"step": 140
|
|
},
|
|
{
|
|
"epoch": 0.11094674556213018,
|
|
"grad_norm": 1.3937591314315796,
|
|
"learning_rate": 4.942434210526316e-05,
|
|
"loss": 0.959,
|
|
"step": 150
|
|
},
|
|
{
|
|
"epoch": 0.11834319526627218,
|
|
"grad_norm": 14.168859481811523,
|
|
"learning_rate": 4.901315789473684e-05,
|
|
"loss": 1.2776,
|
|
"step": 160
|
|
},
|
|
{
|
|
"epoch": 0.1257396449704142,
|
|
"grad_norm": 209.46127319335938,
|
|
"learning_rate": 4.860197368421053e-05,
|
|
"loss": 1.1028,
|
|
"step": 170
|
|
},
|
|
{
|
|
"epoch": 0.13313609467455623,
|
|
"grad_norm": 0.22284063696861267,
|
|
"learning_rate": 4.819078947368421e-05,
|
|
"loss": 0.2779,
|
|
"step": 180
|
|
},
|
|
{
|
|
"epoch": 0.14053254437869822,
|
|
"grad_norm": 0.16761070489883423,
|
|
"learning_rate": 4.7779605263157896e-05,
|
|
"loss": 1.05,
|
|
"step": 190
|
|
},
|
|
{
|
|
"epoch": 0.14792899408284024,
|
|
"grad_norm": 33.303768157958984,
|
|
"learning_rate": 4.736842105263158e-05,
|
|
"loss": 0.5783,
|
|
"step": 200
|
|
},
|
|
{
|
|
"epoch": 0.15532544378698224,
|
|
"grad_norm": 1.759582281112671,
|
|
"learning_rate": 4.6957236842105265e-05,
|
|
"loss": 0.5052,
|
|
"step": 210
|
|
},
|
|
{
|
|
"epoch": 0.16272189349112426,
|
|
"grad_norm": 0.16995219886302948,
|
|
"learning_rate": 4.654605263157895e-05,
|
|
"loss": 0.8945,
|
|
"step": 220
|
|
},
|
|
{
|
|
"epoch": 0.17011834319526628,
|
|
"grad_norm": 5.4278740882873535,
|
|
"learning_rate": 4.6134868421052635e-05,
|
|
"loss": 1.1972,
|
|
"step": 230
|
|
},
|
|
{
|
|
"epoch": 0.17751479289940827,
|
|
"grad_norm": 5.3494038581848145,
|
|
"learning_rate": 4.572368421052632e-05,
|
|
"loss": 0.5657,
|
|
"step": 240
|
|
},
|
|
{
|
|
"epoch": 0.1849112426035503,
|
|
"grad_norm": 38.29714584350586,
|
|
"learning_rate": 4.5312500000000004e-05,
|
|
"loss": 0.6919,
|
|
"step": 250
|
|
},
|
|
{
|
|
"epoch": 0.19230769230769232,
|
|
"grad_norm": 31.136438369750977,
|
|
"learning_rate": 4.490131578947369e-05,
|
|
"loss": 0.4502,
|
|
"step": 260
|
|
},
|
|
{
|
|
"epoch": 0.1997041420118343,
|
|
"grad_norm": 16.622379302978516,
|
|
"learning_rate": 4.449013157894737e-05,
|
|
"loss": 0.4002,
|
|
"step": 270
|
|
},
|
|
{
|
|
"epoch": 0.20710059171597633,
|
|
"grad_norm": 0.7369871735572815,
|
|
"learning_rate": 4.407894736842105e-05,
|
|
"loss": 0.7867,
|
|
"step": 280
|
|
},
|
|
{
|
|
"epoch": 0.21449704142011836,
|
|
"grad_norm": 1.566986083984375,
|
|
"learning_rate": 4.3667763157894735e-05,
|
|
"loss": 0.9427,
|
|
"step": 290
|
|
},
|
|
{
|
|
"epoch": 0.22189349112426035,
|
|
"grad_norm": 20.51339340209961,
|
|
"learning_rate": 4.3256578947368426e-05,
|
|
"loss": 1.3318,
|
|
"step": 300
|
|
},
|
|
{
|
|
"epoch": 0.22928994082840237,
|
|
"grad_norm": 16.819499969482422,
|
|
"learning_rate": 4.284539473684211e-05,
|
|
"loss": 0.7456,
|
|
"step": 310
|
|
},
|
|
{
|
|
"epoch": 0.23668639053254437,
|
|
"grad_norm": 0.06786404550075531,
|
|
"learning_rate": 4.2434210526315796e-05,
|
|
"loss": 0.0428,
|
|
"step": 320
|
|
},
|
|
{
|
|
"epoch": 0.2440828402366864,
|
|
"grad_norm": 18.684722900390625,
|
|
"learning_rate": 4.202302631578947e-05,
|
|
"loss": 0.5777,
|
|
"step": 330
|
|
},
|
|
{
|
|
"epoch": 0.2485207100591716,
|
|
"eval_accuracy": 0.8372615039281706,
|
|
"eval_loss": 0.8213610649108887,
|
|
"eval_runtime": 1015.4502,
|
|
"eval_samples_per_second": 0.877,
|
|
"eval_steps_per_second": 0.439,
|
|
"step": 336
|
|
},
|
|
{
|
|
"epoch": 1.0029585798816567,
|
|
"grad_norm": 0.05207992345094681,
|
|
"learning_rate": 4.161184210526316e-05,
|
|
"loss": 0.3122,
|
|
"step": 340
|
|
},
|
|
{
|
|
"epoch": 1.0103550295857988,
|
|
"grad_norm": 0.08761809021234512,
|
|
"learning_rate": 4.120065789473684e-05,
|
|
"loss": 0.8974,
|
|
"step": 350
|
|
},
|
|
{
|
|
"epoch": 1.017751479289941,
|
|
"grad_norm": 2.162889003753662,
|
|
"learning_rate": 4.078947368421053e-05,
|
|
"loss": 0.5468,
|
|
"step": 360
|
|
},
|
|
{
|
|
"epoch": 1.0251479289940828,
|
|
"grad_norm": 0.3578147888183594,
|
|
"learning_rate": 4.037828947368421e-05,
|
|
"loss": 0.4065,
|
|
"step": 370
|
|
},
|
|
{
|
|
"epoch": 1.032544378698225,
|
|
"grad_norm": 0.1941654235124588,
|
|
"learning_rate": 3.9967105263157896e-05,
|
|
"loss": 0.5691,
|
|
"step": 380
|
|
},
|
|
{
|
|
"epoch": 1.0399408284023668,
|
|
"grad_norm": 0.4009058475494385,
|
|
"learning_rate": 3.955592105263158e-05,
|
|
"loss": 1.0974,
|
|
"step": 390
|
|
},
|
|
{
|
|
"epoch": 1.047337278106509,
|
|
"grad_norm": 1.8374804258346558,
|
|
"learning_rate": 3.9144736842105265e-05,
|
|
"loss": 0.3989,
|
|
"step": 400
|
|
},
|
|
{
|
|
"epoch": 1.054733727810651,
|
|
"grad_norm": 0.1476195603609085,
|
|
"learning_rate": 3.873355263157895e-05,
|
|
"loss": 0.9985,
|
|
"step": 410
|
|
},
|
|
{
|
|
"epoch": 1.0621301775147929,
|
|
"grad_norm": 0.23249651491641998,
|
|
"learning_rate": 3.8322368421052634e-05,
|
|
"loss": 0.0116,
|
|
"step": 420
|
|
},
|
|
{
|
|
"epoch": 1.069526627218935,
|
|
"grad_norm": 120.95174407958984,
|
|
"learning_rate": 3.791118421052632e-05,
|
|
"loss": 0.2631,
|
|
"step": 430
|
|
},
|
|
{
|
|
"epoch": 1.0769230769230769,
|
|
"grad_norm": 0.18491333723068237,
|
|
"learning_rate": 3.7500000000000003e-05,
|
|
"loss": 0.6313,
|
|
"step": 440
|
|
},
|
|
{
|
|
"epoch": 1.084319526627219,
|
|
"grad_norm": 139.33804321289062,
|
|
"learning_rate": 3.708881578947369e-05,
|
|
"loss": 0.8515,
|
|
"step": 450
|
|
},
|
|
{
|
|
"epoch": 1.0917159763313609,
|
|
"grad_norm": 0.22990567982196808,
|
|
"learning_rate": 3.6677631578947366e-05,
|
|
"loss": 0.7119,
|
|
"step": 460
|
|
},
|
|
{
|
|
"epoch": 1.099112426035503,
|
|
"grad_norm": 1.84480881690979,
|
|
"learning_rate": 3.626644736842105e-05,
|
|
"loss": 0.2762,
|
|
"step": 470
|
|
},
|
|
{
|
|
"epoch": 1.106508875739645,
|
|
"grad_norm": 12.12067699432373,
|
|
"learning_rate": 3.5855263157894735e-05,
|
|
"loss": 0.3234,
|
|
"step": 480
|
|
},
|
|
{
|
|
"epoch": 1.113905325443787,
|
|
"grad_norm": 25.058439254760742,
|
|
"learning_rate": 3.5444078947368426e-05,
|
|
"loss": 0.869,
|
|
"step": 490
|
|
},
|
|
{
|
|
"epoch": 1.121301775147929,
|
|
"grad_norm": 20.12900161743164,
|
|
"learning_rate": 3.503289473684211e-05,
|
|
"loss": 1.085,
|
|
"step": 500
|
|
},
|
|
{
|
|
"epoch": 1.128698224852071,
|
|
"grad_norm": 12.086252212524414,
|
|
"learning_rate": 3.4621710526315795e-05,
|
|
"loss": 0.7208,
|
|
"step": 510
|
|
},
|
|
{
|
|
"epoch": 1.136094674556213,
|
|
"grad_norm": 25.66025161743164,
|
|
"learning_rate": 3.421052631578947e-05,
|
|
"loss": 0.6842,
|
|
"step": 520
|
|
},
|
|
{
|
|
"epoch": 1.143491124260355,
|
|
"grad_norm": 15.72556209564209,
|
|
"learning_rate": 3.379934210526316e-05,
|
|
"loss": 0.7922,
|
|
"step": 530
|
|
},
|
|
{
|
|
"epoch": 1.150887573964497,
|
|
"grad_norm": 0.22508259117603302,
|
|
"learning_rate": 3.338815789473684e-05,
|
|
"loss": 0.4978,
|
|
"step": 540
|
|
},
|
|
{
|
|
"epoch": 1.1582840236686391,
|
|
"grad_norm": 0.3129032254219055,
|
|
"learning_rate": 3.297697368421053e-05,
|
|
"loss": 0.9733,
|
|
"step": 550
|
|
},
|
|
{
|
|
"epoch": 1.165680473372781,
|
|
"grad_norm": 2.5810675621032715,
|
|
"learning_rate": 3.256578947368421e-05,
|
|
"loss": 1.0189,
|
|
"step": 560
|
|
},
|
|
{
|
|
"epoch": 1.1730769230769231,
|
|
"grad_norm": 0.23227569460868835,
|
|
"learning_rate": 3.2154605263157896e-05,
|
|
"loss": 0.1902,
|
|
"step": 570
|
|
},
|
|
{
|
|
"epoch": 1.180473372781065,
|
|
"grad_norm": 41.80963134765625,
|
|
"learning_rate": 3.174342105263158e-05,
|
|
"loss": 0.676,
|
|
"step": 580
|
|
},
|
|
{
|
|
"epoch": 1.1878698224852071,
|
|
"grad_norm": 0.23230111598968506,
|
|
"learning_rate": 3.1332236842105265e-05,
|
|
"loss": 0.7534,
|
|
"step": 590
|
|
},
|
|
{
|
|
"epoch": 1.195266272189349,
|
|
"grad_norm": 0.22635290026664734,
|
|
"learning_rate": 3.092105263157895e-05,
|
|
"loss": 0.4239,
|
|
"step": 600
|
|
},
|
|
{
|
|
"epoch": 1.202662721893491,
|
|
"grad_norm": 1.2736923694610596,
|
|
"learning_rate": 3.0509868421052634e-05,
|
|
"loss": 0.1946,
|
|
"step": 610
|
|
},
|
|
{
|
|
"epoch": 1.2100591715976332,
|
|
"grad_norm": 138.90115356445312,
|
|
"learning_rate": 3.009868421052632e-05,
|
|
"loss": 0.3972,
|
|
"step": 620
|
|
},
|
|
{
|
|
"epoch": 1.217455621301775,
|
|
"grad_norm": 0.8171183466911316,
|
|
"learning_rate": 2.96875e-05,
|
|
"loss": 0.3475,
|
|
"step": 630
|
|
},
|
|
{
|
|
"epoch": 1.2248520710059172,
|
|
"grad_norm": 0.14913396537303925,
|
|
"learning_rate": 2.9276315789473684e-05,
|
|
"loss": 0.0097,
|
|
"step": 640
|
|
},
|
|
{
|
|
"epoch": 1.232248520710059,
|
|
"grad_norm": 0.16601596772670746,
|
|
"learning_rate": 2.886513157894737e-05,
|
|
"loss": 0.7906,
|
|
"step": 650
|
|
},
|
|
{
|
|
"epoch": 1.2396449704142012,
|
|
"grad_norm": 0.0358225516974926,
|
|
"learning_rate": 2.8453947368421054e-05,
|
|
"loss": 1.0754,
|
|
"step": 660
|
|
},
|
|
{
|
|
"epoch": 1.2470414201183433,
|
|
"grad_norm": 18.65558433532715,
|
|
"learning_rate": 2.8042763157894735e-05,
|
|
"loss": 1.144,
|
|
"step": 670
|
|
},
|
|
{
|
|
"epoch": 1.2492603550295858,
|
|
"eval_accuracy": 0.8754208754208754,
|
|
"eval_loss": 0.4453337490558624,
|
|
"eval_runtime": 1018.2198,
|
|
"eval_samples_per_second": 0.875,
|
|
"eval_steps_per_second": 0.438,
|
|
"step": 673
|
|
},
|
|
{
|
|
"epoch": 2.0051775147928996,
|
|
"grad_norm": 0.26922106742858887,
|
|
"learning_rate": 2.7631578947368426e-05,
|
|
"loss": 0.0545,
|
|
"step": 680
|
|
},
|
|
{
|
|
"epoch": 2.0125739644970415,
|
|
"grad_norm": 0.08718305081129074,
|
|
"learning_rate": 2.7220394736842107e-05,
|
|
"loss": 0.2609,
|
|
"step": 690
|
|
},
|
|
{
|
|
"epoch": 2.0199704142011834,
|
|
"grad_norm": 0.062128640711307526,
|
|
"learning_rate": 2.6809210526315792e-05,
|
|
"loss": 0.205,
|
|
"step": 700
|
|
},
|
|
{
|
|
"epoch": 2.0273668639053253,
|
|
"grad_norm": 0.03102479875087738,
|
|
"learning_rate": 2.6398026315789476e-05,
|
|
"loss": 0.2414,
|
|
"step": 710
|
|
},
|
|
{
|
|
"epoch": 2.0347633136094676,
|
|
"grad_norm": 0.1195179671049118,
|
|
"learning_rate": 2.598684210526316e-05,
|
|
"loss": 0.8337,
|
|
"step": 720
|
|
},
|
|
{
|
|
"epoch": 2.0421597633136095,
|
|
"grad_norm": 0.18848393857479095,
|
|
"learning_rate": 2.5575657894736842e-05,
|
|
"loss": 0.938,
|
|
"step": 730
|
|
},
|
|
{
|
|
"epoch": 2.0495562130177514,
|
|
"grad_norm": 0.30771324038505554,
|
|
"learning_rate": 2.5164473684210527e-05,
|
|
"loss": 0.5181,
|
|
"step": 740
|
|
},
|
|
{
|
|
"epoch": 2.0569526627218937,
|
|
"grad_norm": 45.85493469238281,
|
|
"learning_rate": 2.4753289473684215e-05,
|
|
"loss": 0.9593,
|
|
"step": 750
|
|
},
|
|
{
|
|
"epoch": 2.0643491124260356,
|
|
"grad_norm": 0.8830978870391846,
|
|
"learning_rate": 2.4342105263157896e-05,
|
|
"loss": 0.0696,
|
|
"step": 760
|
|
},
|
|
{
|
|
"epoch": 2.0717455621301775,
|
|
"grad_norm": 0.23656447231769562,
|
|
"learning_rate": 2.393092105263158e-05,
|
|
"loss": 0.3063,
|
|
"step": 770
|
|
},
|
|
{
|
|
"epoch": 2.0791420118343193,
|
|
"grad_norm": 14.187068939208984,
|
|
"learning_rate": 2.3519736842105265e-05,
|
|
"loss": 1.1477,
|
|
"step": 780
|
|
},
|
|
{
|
|
"epoch": 2.0865384615384617,
|
|
"grad_norm": 20.795085906982422,
|
|
"learning_rate": 2.3108552631578946e-05,
|
|
"loss": 0.6215,
|
|
"step": 790
|
|
},
|
|
{
|
|
"epoch": 2.0939349112426036,
|
|
"grad_norm": 0.27157312631607056,
|
|
"learning_rate": 2.2697368421052634e-05,
|
|
"loss": 0.271,
|
|
"step": 800
|
|
},
|
|
{
|
|
"epoch": 2.1013313609467454,
|
|
"grad_norm": 26.25171661376953,
|
|
"learning_rate": 2.228618421052632e-05,
|
|
"loss": 0.9012,
|
|
"step": 810
|
|
},
|
|
{
|
|
"epoch": 2.1087278106508878,
|
|
"grad_norm": 0.18786455690860748,
|
|
"learning_rate": 2.1875e-05,
|
|
"loss": 0.1285,
|
|
"step": 820
|
|
},
|
|
{
|
|
"epoch": 2.1161242603550297,
|
|
"grad_norm": 0.09338750690221786,
|
|
"learning_rate": 2.1463815789473684e-05,
|
|
"loss": 0.6236,
|
|
"step": 830
|
|
},
|
|
{
|
|
"epoch": 2.1235207100591715,
|
|
"grad_norm": 0.15658584237098694,
|
|
"learning_rate": 2.105263157894737e-05,
|
|
"loss": 0.2534,
|
|
"step": 840
|
|
},
|
|
{
|
|
"epoch": 2.1309171597633134,
|
|
"grad_norm": 0.03897108510136604,
|
|
"learning_rate": 2.0641447368421053e-05,
|
|
"loss": 0.0317,
|
|
"step": 850
|
|
},
|
|
{
|
|
"epoch": 2.1383136094674557,
|
|
"grad_norm": 0.17228557169437408,
|
|
"learning_rate": 2.0230263157894738e-05,
|
|
"loss": 0.5894,
|
|
"step": 860
|
|
},
|
|
{
|
|
"epoch": 2.1457100591715976,
|
|
"grad_norm": 37.38359069824219,
|
|
"learning_rate": 1.9819078947368423e-05,
|
|
"loss": 0.3589,
|
|
"step": 870
|
|
},
|
|
{
|
|
"epoch": 2.1531065088757395,
|
|
"grad_norm": 14.766074180603027,
|
|
"learning_rate": 1.9407894736842107e-05,
|
|
"loss": 0.2452,
|
|
"step": 880
|
|
},
|
|
{
|
|
"epoch": 2.160502958579882,
|
|
"grad_norm": 0.09724285453557968,
|
|
"learning_rate": 1.8996710526315788e-05,
|
|
"loss": 0.4429,
|
|
"step": 890
|
|
},
|
|
{
|
|
"epoch": 2.1678994082840237,
|
|
"grad_norm": 0.20985926687717438,
|
|
"learning_rate": 1.8585526315789476e-05,
|
|
"loss": 0.3037,
|
|
"step": 900
|
|
},
|
|
{
|
|
"epoch": 2.1752958579881656,
|
|
"grad_norm": 17.582971572875977,
|
|
"learning_rate": 1.8174342105263157e-05,
|
|
"loss": 0.8678,
|
|
"step": 910
|
|
},
|
|
{
|
|
"epoch": 2.1826923076923075,
|
|
"grad_norm": 0.10595466196537018,
|
|
"learning_rate": 1.7763157894736842e-05,
|
|
"loss": 0.5378,
|
|
"step": 920
|
|
},
|
|
{
|
|
"epoch": 2.19008875739645,
|
|
"grad_norm": 0.08267045021057129,
|
|
"learning_rate": 1.7351973684210527e-05,
|
|
"loss": 0.3613,
|
|
"step": 930
|
|
},
|
|
{
|
|
"epoch": 2.1974852071005917,
|
|
"grad_norm": 0.33162182569503784,
|
|
"learning_rate": 1.694078947368421e-05,
|
|
"loss": 0.4509,
|
|
"step": 940
|
|
},
|
|
{
|
|
"epoch": 2.2048816568047336,
|
|
"grad_norm": 0.070041224360466,
|
|
"learning_rate": 1.6529605263157896e-05,
|
|
"loss": 0.2242,
|
|
"step": 950
|
|
},
|
|
{
|
|
"epoch": 2.212278106508876,
|
|
"grad_norm": 0.07664915174245834,
|
|
"learning_rate": 1.611842105263158e-05,
|
|
"loss": 0.0046,
|
|
"step": 960
|
|
},
|
|
{
|
|
"epoch": 2.219674556213018,
|
|
"grad_norm": 84.51457977294922,
|
|
"learning_rate": 1.5707236842105265e-05,
|
|
"loss": 0.4331,
|
|
"step": 970
|
|
},
|
|
{
|
|
"epoch": 2.2270710059171597,
|
|
"grad_norm": 0.13595078885555267,
|
|
"learning_rate": 1.5296052631578946e-05,
|
|
"loss": 0.2439,
|
|
"step": 980
|
|
},
|
|
{
|
|
"epoch": 2.234467455621302,
|
|
"grad_norm": 107.51094818115234,
|
|
"learning_rate": 1.4884868421052634e-05,
|
|
"loss": 0.1195,
|
|
"step": 990
|
|
},
|
|
{
|
|
"epoch": 2.241863905325444,
|
|
"grad_norm": 6.981244087219238,
|
|
"learning_rate": 1.4473684210526317e-05,
|
|
"loss": 0.2644,
|
|
"step": 1000
|
|
},
|
|
{
|
|
"epoch": 2.2492603550295858,
|
|
"grad_norm": 0.01494936365634203,
|
|
"learning_rate": 1.4062500000000001e-05,
|
|
"loss": 0.2783,
|
|
"step": 1010
|
|
},
|
|
{
|
|
"epoch": 2.2492603550295858,
|
|
"eval_accuracy": 0.8170594837261503,
|
|
"eval_loss": 0.8930483460426331,
|
|
"eval_runtime": 977.9049,
|
|
"eval_samples_per_second": 0.911,
|
|
"eval_steps_per_second": 0.456,
|
|
"step": 1010
|
|
},
|
|
{
|
|
"epoch": 3.007396449704142,
|
|
"grad_norm": 2.669276714324951,
|
|
"learning_rate": 1.3651315789473684e-05,
|
|
"loss": 0.6067,
|
|
"step": 1020
|
|
},
|
|
{
|
|
"epoch": 3.014792899408284,
|
|
"grad_norm": 0.0429365374147892,
|
|
"learning_rate": 1.3240131578947369e-05,
|
|
"loss": 0.2312,
|
|
"step": 1030
|
|
},
|
|
{
|
|
"epoch": 3.022189349112426,
|
|
"grad_norm": 0.0598057359457016,
|
|
"learning_rate": 1.2828947368421055e-05,
|
|
"loss": 0.0344,
|
|
"step": 1040
|
|
},
|
|
{
|
|
"epoch": 3.029585798816568,
|
|
"grad_norm": 0.0926346629858017,
|
|
"learning_rate": 1.2417763157894738e-05,
|
|
"loss": 0.9614,
|
|
"step": 1050
|
|
},
|
|
{
|
|
"epoch": 3.03698224852071,
|
|
"grad_norm": 0.01585511490702629,
|
|
"learning_rate": 1.200657894736842e-05,
|
|
"loss": 0.7316,
|
|
"step": 1060
|
|
},
|
|
{
|
|
"epoch": 3.044378698224852,
|
|
"grad_norm": 0.10066540539264679,
|
|
"learning_rate": 1.1595394736842107e-05,
|
|
"loss": 0.0041,
|
|
"step": 1070
|
|
},
|
|
{
|
|
"epoch": 3.051775147928994,
|
|
"grad_norm": 0.06809567660093307,
|
|
"learning_rate": 1.118421052631579e-05,
|
|
"loss": 0.0092,
|
|
"step": 1080
|
|
},
|
|
{
|
|
"epoch": 3.059171597633136,
|
|
"grad_norm": 0.14008688926696777,
|
|
"learning_rate": 1.0773026315789474e-05,
|
|
"loss": 1.0007,
|
|
"step": 1090
|
|
},
|
|
{
|
|
"epoch": 3.0665680473372783,
|
|
"grad_norm": 0.030784226953983307,
|
|
"learning_rate": 1.0361842105263159e-05,
|
|
"loss": 0.4198,
|
|
"step": 1100
|
|
},
|
|
{
|
|
"epoch": 3.07396449704142,
|
|
"grad_norm": 0.07336018979549408,
|
|
"learning_rate": 9.950657894736842e-06,
|
|
"loss": 0.2221,
|
|
"step": 1110
|
|
},
|
|
{
|
|
"epoch": 3.081360946745562,
|
|
"grad_norm": 0.06217151880264282,
|
|
"learning_rate": 9.539473684210528e-06,
|
|
"loss": 0.2991,
|
|
"step": 1120
|
|
},
|
|
{
|
|
"epoch": 3.088757396449704,
|
|
"grad_norm": 0.07419371604919434,
|
|
"learning_rate": 9.128289473684211e-06,
|
|
"loss": 0.6161,
|
|
"step": 1130
|
|
},
|
|
{
|
|
"epoch": 3.0961538461538463,
|
|
"grad_norm": 0.09845346957445145,
|
|
"learning_rate": 8.717105263157894e-06,
|
|
"loss": 0.204,
|
|
"step": 1140
|
|
},
|
|
{
|
|
"epoch": 3.103550295857988,
|
|
"grad_norm": 0.020927123725414276,
|
|
"learning_rate": 8.30592105263158e-06,
|
|
"loss": 0.5403,
|
|
"step": 1150
|
|
},
|
|
{
|
|
"epoch": 3.11094674556213,
|
|
"grad_norm": 0.07396041601896286,
|
|
"learning_rate": 7.894736842105263e-06,
|
|
"loss": 0.4637,
|
|
"step": 1160
|
|
},
|
|
{
|
|
"epoch": 3.1183431952662723,
|
|
"grad_norm": 0.11606968194246292,
|
|
"learning_rate": 7.483552631578948e-06,
|
|
"loss": 1.3375,
|
|
"step": 1170
|
|
},
|
|
{
|
|
"epoch": 3.1257396449704142,
|
|
"grad_norm": 0.08246757835149765,
|
|
"learning_rate": 7.072368421052632e-06,
|
|
"loss": 0.4418,
|
|
"step": 1180
|
|
},
|
|
{
|
|
"epoch": 3.133136094674556,
|
|
"grad_norm": 0.17207257449626923,
|
|
"learning_rate": 6.661184210526317e-06,
|
|
"loss": 0.2426,
|
|
"step": 1190
|
|
},
|
|
{
|
|
"epoch": 3.140532544378698,
|
|
"grad_norm": 0.49036145210266113,
|
|
"learning_rate": 6.25e-06,
|
|
"loss": 0.2545,
|
|
"step": 1200
|
|
},
|
|
{
|
|
"epoch": 3.1479289940828403,
|
|
"grad_norm": 68.61939239501953,
|
|
"learning_rate": 5.838815789473685e-06,
|
|
"loss": 0.5084,
|
|
"step": 1210
|
|
},
|
|
{
|
|
"epoch": 3.155325443786982,
|
|
"grad_norm": 0.08831863105297089,
|
|
"learning_rate": 5.4276315789473686e-06,
|
|
"loss": 0.0049,
|
|
"step": 1220
|
|
},
|
|
{
|
|
"epoch": 3.162721893491124,
|
|
"grad_norm": 0.10537251830101013,
|
|
"learning_rate": 5.016447368421053e-06,
|
|
"loss": 0.1406,
|
|
"step": 1230
|
|
},
|
|
{
|
|
"epoch": 3.1701183431952664,
|
|
"grad_norm": 17.6816349029541,
|
|
"learning_rate": 4.605263157894737e-06,
|
|
"loss": 0.486,
|
|
"step": 1240
|
|
},
|
|
{
|
|
"epoch": 3.1775147928994083,
|
|
"grad_norm": 0.461302250623703,
|
|
"learning_rate": 4.194078947368421e-06,
|
|
"loss": 0.0042,
|
|
"step": 1250
|
|
},
|
|
{
|
|
"epoch": 3.18491124260355,
|
|
"grad_norm": 0.04792853444814682,
|
|
"learning_rate": 3.7828947368421055e-06,
|
|
"loss": 0.719,
|
|
"step": 1260
|
|
},
|
|
{
|
|
"epoch": 3.1923076923076925,
|
|
"grad_norm": 0.058049630373716354,
|
|
"learning_rate": 3.3717105263157897e-06,
|
|
"loss": 0.2919,
|
|
"step": 1270
|
|
},
|
|
{
|
|
"epoch": 3.1997041420118344,
|
|
"grad_norm": 13.063404083251953,
|
|
"learning_rate": 2.960526315789474e-06,
|
|
"loss": 0.2856,
|
|
"step": 1280
|
|
},
|
|
{
|
|
"epoch": 3.2071005917159763,
|
|
"grad_norm": 0.4628206193447113,
|
|
"learning_rate": 2.549342105263158e-06,
|
|
"loss": 0.0601,
|
|
"step": 1290
|
|
},
|
|
{
|
|
"epoch": 3.214497041420118,
|
|
"grad_norm": 0.045592982321977615,
|
|
"learning_rate": 2.138157894736842e-06,
|
|
"loss": 0.53,
|
|
"step": 1300
|
|
},
|
|
{
|
|
"epoch": 3.2218934911242605,
|
|
"grad_norm": 0.04378387704491615,
|
|
"learning_rate": 1.7269736842105266e-06,
|
|
"loss": 0.0033,
|
|
"step": 1310
|
|
},
|
|
{
|
|
"epoch": 3.2292899408284024,
|
|
"grad_norm": 0.052677396684885025,
|
|
"learning_rate": 1.3157894736842106e-06,
|
|
"loss": 0.003,
|
|
"step": 1320
|
|
},
|
|
{
|
|
"epoch": 3.2366863905325443,
|
|
"grad_norm": 0.07824493199586868,
|
|
"learning_rate": 9.046052631578948e-07,
|
|
"loss": 0.3084,
|
|
"step": 1330
|
|
},
|
|
{
|
|
"epoch": 3.2440828402366866,
|
|
"grad_norm": 0.05082060024142265,
|
|
"learning_rate": 4.934210526315789e-07,
|
|
"loss": 0.0037,
|
|
"step": 1340
|
|
},
|
|
{
|
|
"epoch": 3.247041420118343,
|
|
"eval_accuracy": 0.8978675645342312,
|
|
"eval_loss": 0.40774551033973694,
|
|
"eval_runtime": 1030.7199,
|
|
"eval_samples_per_second": 0.864,
|
|
"eval_steps_per_second": 0.433,
|
|
"step": 1344
|
|
},
|
|
{
|
|
"epoch": 4.004437869822485,
|
|
"grad_norm": 0.045703090727329254,
|
|
"learning_rate": 8.223684210526316e-08,
|
|
"loss": 0.2113,
|
|
"step": 1350
|
|
},
|
|
{
|
|
"epoch": 4.005917159763314,
|
|
"eval_accuracy": 0.8978675645342312,
|
|
"eval_loss": 0.40793702006340027,
|
|
"eval_runtime": 1018.6267,
|
|
"eval_samples_per_second": 0.875,
|
|
"eval_steps_per_second": 0.438,
|
|
"step": 1352
|
|
},
|
|
{
|
|
"epoch": 4.005917159763314,
|
|
"step": 1352,
|
|
"total_flos": 3.3668665207526523e+18,
|
|
"train_loss": 0.5293050300165978,
|
|
"train_runtime": 11070.5286,
|
|
"train_samples_per_second": 0.244,
|
|
"train_steps_per_second": 0.122
|
|
},
|
|
{
|
|
"epoch": 4.005917159763314,
|
|
"eval_accuracy": 0.890927624872579,
|
|
"eval_loss": 0.4576520323753357,
|
|
"eval_runtime": 1130.3017,
|
|
"eval_samples_per_second": 0.868,
|
|
"eval_steps_per_second": 0.434,
|
|
"step": 1352
|
|
},
|
|
{
|
|
"epoch": 4.005917159763314,
|
|
"eval_accuracy": 0.890927624872579,
|
|
"eval_loss": 0.4576520621776581,
|
|
"eval_runtime": 1124.6542,
|
|
"eval_samples_per_second": 0.872,
|
|
"eval_steps_per_second": 0.437,
|
|
"step": 1352
|
|
}
|
|
],
|
|
"logging_steps": 10,
|
|
"max_steps": 1352,
|
|
"num_input_tokens_seen": 0,
|
|
"num_train_epochs": 9223372036854775807,
|
|
"save_steps": 500,
|
|
"total_flos": 3.3668665207526523e+18,
|
|
"train_batch_size": 2,
|
|
"trial_name": null,
|
|
"trial_params": null
|
|
}
|
|
|