kevinoli's picture
Training in progress, step 27000, checkpoint
8ee97ba verified
raw
history blame
21.9 kB
{
"best_metric": 0.821887731552124,
"best_model_checkpoint": "./output/clip-finetuned-csu-p14-336-e4l58-l/checkpoint-27000",
"epoch": 2.8796928327645053,
"eval_steps": 500,
"global_step": 27000,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.05332764505119454,
"grad_norm": 217.55360412597656,
"learning_rate": 4.933340443686007e-08,
"loss": 0.4667,
"step": 500
},
{
"epoch": 0.05332764505119454,
"eval_loss": 1.4426143169403076,
"eval_runtime": 61.9901,
"eval_samples_per_second": 15.922,
"eval_steps_per_second": 2.0,
"step": 500
},
{
"epoch": 0.10665529010238908,
"grad_norm": 73.73340606689453,
"learning_rate": 4.8666808873720136e-08,
"loss": 0.4532,
"step": 1000
},
{
"epoch": 0.10665529010238908,
"eval_loss": 1.3815597295761108,
"eval_runtime": 62.4624,
"eval_samples_per_second": 15.801,
"eval_steps_per_second": 1.985,
"step": 1000
},
{
"epoch": 0.1599829351535836,
"grad_norm": 471.4011535644531,
"learning_rate": 4.80002133105802e-08,
"loss": 0.3749,
"step": 1500
},
{
"epoch": 0.1599829351535836,
"eval_loss": 1.3310539722442627,
"eval_runtime": 63.3918,
"eval_samples_per_second": 15.57,
"eval_steps_per_second": 1.956,
"step": 1500
},
{
"epoch": 0.21331058020477817,
"grad_norm": 11.962693214416504,
"learning_rate": 4.733361774744027e-08,
"loss": 0.336,
"step": 2000
},
{
"epoch": 0.21331058020477817,
"eval_loss": 1.2890639305114746,
"eval_runtime": 63.177,
"eval_samples_per_second": 15.623,
"eval_steps_per_second": 1.963,
"step": 2000
},
{
"epoch": 0.2666382252559727,
"grad_norm": 375.1609191894531,
"learning_rate": 4.666702218430034e-08,
"loss": 0.3585,
"step": 2500
},
{
"epoch": 0.2666382252559727,
"eval_loss": 1.2536433935165405,
"eval_runtime": 63.1512,
"eval_samples_per_second": 15.629,
"eval_steps_per_second": 1.964,
"step": 2500
},
{
"epoch": 0.3199658703071672,
"grad_norm": 0.0022936267778277397,
"learning_rate": 4.600042662116041e-08,
"loss": 0.303,
"step": 3000
},
{
"epoch": 0.3199658703071672,
"eval_loss": 1.2202869653701782,
"eval_runtime": 63.5857,
"eval_samples_per_second": 15.522,
"eval_steps_per_second": 1.95,
"step": 3000
},
{
"epoch": 0.37329351535836175,
"grad_norm": 15.805087089538574,
"learning_rate": 4.5333831058020476e-08,
"loss": 0.3242,
"step": 3500
},
{
"epoch": 0.37329351535836175,
"eval_loss": 1.195627212524414,
"eval_runtime": 63.4024,
"eval_samples_per_second": 15.567,
"eval_steps_per_second": 1.956,
"step": 3500
},
{
"epoch": 0.42662116040955633,
"grad_norm": 5.377908229827881,
"learning_rate": 4.4667235494880546e-08,
"loss": 0.2427,
"step": 4000
},
{
"epoch": 0.42662116040955633,
"eval_loss": 1.169384241104126,
"eval_runtime": 63.5082,
"eval_samples_per_second": 15.541,
"eval_steps_per_second": 1.953,
"step": 4000
},
{
"epoch": 0.47994880546075086,
"grad_norm": 150.5334930419922,
"learning_rate": 4.4000639931740615e-08,
"loss": 0.2993,
"step": 4500
},
{
"epoch": 0.47994880546075086,
"eval_loss": 1.145558476448059,
"eval_runtime": 62.3888,
"eval_samples_per_second": 15.82,
"eval_steps_per_second": 1.988,
"step": 4500
},
{
"epoch": 0.5332764505119454,
"grad_norm": 0.12246542423963547,
"learning_rate": 4.333404436860068e-08,
"loss": 0.3183,
"step": 5000
},
{
"epoch": 0.5332764505119454,
"eval_loss": 1.1201218366622925,
"eval_runtime": 63.7154,
"eval_samples_per_second": 15.491,
"eval_steps_per_second": 1.946,
"step": 5000
},
{
"epoch": 0.58660409556314,
"grad_norm": 0.3306196630001068,
"learning_rate": 4.266744880546075e-08,
"loss": 0.307,
"step": 5500
},
{
"epoch": 0.58660409556314,
"eval_loss": 1.0982334613800049,
"eval_runtime": 62.4882,
"eval_samples_per_second": 15.795,
"eval_steps_per_second": 1.984,
"step": 5500
},
{
"epoch": 0.6399317406143344,
"grad_norm": 149.38189697265625,
"learning_rate": 4.2000853242320816e-08,
"loss": 0.2638,
"step": 6000
},
{
"epoch": 0.6399317406143344,
"eval_loss": 1.0779541730880737,
"eval_runtime": 63.4101,
"eval_samples_per_second": 15.565,
"eval_steps_per_second": 1.956,
"step": 6000
},
{
"epoch": 0.693259385665529,
"grad_norm": 353.0036315917969,
"learning_rate": 4.1334257679180886e-08,
"loss": 0.2226,
"step": 6500
},
{
"epoch": 0.693259385665529,
"eval_loss": 1.0613036155700684,
"eval_runtime": 62.8292,
"eval_samples_per_second": 15.709,
"eval_steps_per_second": 1.974,
"step": 6500
},
{
"epoch": 0.7465870307167235,
"grad_norm": 0.13188917934894562,
"learning_rate": 4.0667662116040955e-08,
"loss": 0.2453,
"step": 7000
},
{
"epoch": 0.7465870307167235,
"eval_loss": 1.0443507432937622,
"eval_runtime": 62.7457,
"eval_samples_per_second": 15.73,
"eval_steps_per_second": 1.976,
"step": 7000
},
{
"epoch": 0.7999146757679181,
"grad_norm": 59.391639709472656,
"learning_rate": 4.000106655290102e-08,
"loss": 0.272,
"step": 7500
},
{
"epoch": 0.7999146757679181,
"eval_loss": 1.0300519466400146,
"eval_runtime": 62.3719,
"eval_samples_per_second": 15.824,
"eval_steps_per_second": 1.988,
"step": 7500
},
{
"epoch": 0.8532423208191127,
"grad_norm": 495.4797668457031,
"learning_rate": 3.9334470989761093e-08,
"loss": 0.283,
"step": 8000
},
{
"epoch": 0.8532423208191127,
"eval_loss": 1.0166898965835571,
"eval_runtime": 62.0338,
"eval_samples_per_second": 15.911,
"eval_steps_per_second": 1.999,
"step": 8000
},
{
"epoch": 0.9065699658703071,
"grad_norm": 159.0310821533203,
"learning_rate": 3.866787542662116e-08,
"loss": 0.2331,
"step": 8500
},
{
"epoch": 0.9065699658703071,
"eval_loss": 1.003544807434082,
"eval_runtime": 62.9704,
"eval_samples_per_second": 15.674,
"eval_steps_per_second": 1.969,
"step": 8500
},
{
"epoch": 0.9598976109215017,
"grad_norm": 45.40327835083008,
"learning_rate": 3.8001279863481225e-08,
"loss": 0.2362,
"step": 9000
},
{
"epoch": 0.9598976109215017,
"eval_loss": 0.992453396320343,
"eval_runtime": 63.1405,
"eval_samples_per_second": 15.632,
"eval_steps_per_second": 1.964,
"step": 9000
},
{
"epoch": 1.0132252559726962,
"grad_norm": 621.8538818359375,
"learning_rate": 3.7334684300341295e-08,
"loss": 0.2396,
"step": 9500
},
{
"epoch": 1.0132252559726962,
"eval_loss": 0.9829725027084351,
"eval_runtime": 62.3244,
"eval_samples_per_second": 15.836,
"eval_steps_per_second": 1.99,
"step": 9500
},
{
"epoch": 1.0665529010238908,
"grad_norm": 461.60736083984375,
"learning_rate": 3.6668088737201364e-08,
"loss": 0.2013,
"step": 10000
},
{
"epoch": 1.0665529010238908,
"eval_loss": 0.9735796451568604,
"eval_runtime": 63.0763,
"eval_samples_per_second": 15.648,
"eval_steps_per_second": 1.966,
"step": 10000
},
{
"epoch": 1.1198805460750854,
"grad_norm": 7.0309906005859375,
"learning_rate": 3.6001493174061433e-08,
"loss": 0.2082,
"step": 10500
},
{
"epoch": 1.1198805460750854,
"eval_loss": 0.9639086127281189,
"eval_runtime": 63.0238,
"eval_samples_per_second": 15.661,
"eval_steps_per_second": 1.968,
"step": 10500
},
{
"epoch": 1.17320819112628,
"grad_norm": 304.01995849609375,
"learning_rate": 3.5334897610921496e-08,
"loss": 0.2023,
"step": 11000
},
{
"epoch": 1.17320819112628,
"eval_loss": 0.9558469653129578,
"eval_runtime": 62.1866,
"eval_samples_per_second": 15.872,
"eval_steps_per_second": 1.994,
"step": 11000
},
{
"epoch": 1.2265358361774745,
"grad_norm": 0.0017981340643018484,
"learning_rate": 3.4668302047781565e-08,
"loss": 0.2331,
"step": 11500
},
{
"epoch": 1.2265358361774745,
"eval_loss": 0.9465070962905884,
"eval_runtime": 63.1547,
"eval_samples_per_second": 15.628,
"eval_steps_per_second": 1.963,
"step": 11500
},
{
"epoch": 1.2798634812286689,
"grad_norm": 0.8147886395454407,
"learning_rate": 3.4001706484641635e-08,
"loss": 0.1784,
"step": 12000
},
{
"epoch": 1.2798634812286689,
"eval_loss": 0.9392343163490295,
"eval_runtime": 62.9221,
"eval_samples_per_second": 15.686,
"eval_steps_per_second": 1.971,
"step": 12000
},
{
"epoch": 1.3331911262798635,
"grad_norm": 0.01276802271604538,
"learning_rate": 3.3335110921501704e-08,
"loss": 0.1953,
"step": 12500
},
{
"epoch": 1.3331911262798635,
"eval_loss": 0.9316345453262329,
"eval_runtime": 62.2816,
"eval_samples_per_second": 15.847,
"eval_steps_per_second": 1.991,
"step": 12500
},
{
"epoch": 1.386518771331058,
"grad_norm": 0.07341516762971878,
"learning_rate": 3.2668515358361773e-08,
"loss": 0.1867,
"step": 13000
},
{
"epoch": 1.386518771331058,
"eval_loss": 0.9270105957984924,
"eval_runtime": 63.2619,
"eval_samples_per_second": 15.602,
"eval_steps_per_second": 1.96,
"step": 13000
},
{
"epoch": 1.4398464163822526,
"grad_norm": 17.55596923828125,
"learning_rate": 3.200191979522184e-08,
"loss": 0.22,
"step": 13500
},
{
"epoch": 1.4398464163822526,
"eval_loss": 0.919725775718689,
"eval_runtime": 63.3459,
"eval_samples_per_second": 15.581,
"eval_steps_per_second": 1.958,
"step": 13500
},
{
"epoch": 1.493174061433447,
"grad_norm": 3.4780771732330322,
"learning_rate": 3.133532423208191e-08,
"loss": 0.1656,
"step": 14000
},
{
"epoch": 1.493174061433447,
"eval_loss": 0.9148014783859253,
"eval_runtime": 62.257,
"eval_samples_per_second": 15.854,
"eval_steps_per_second": 1.992,
"step": 14000
},
{
"epoch": 1.5465017064846416,
"grad_norm": 158.22390747070312,
"learning_rate": 3.066872866894198e-08,
"loss": 0.1968,
"step": 14500
},
{
"epoch": 1.5465017064846416,
"eval_loss": 0.9096349477767944,
"eval_runtime": 63.3671,
"eval_samples_per_second": 15.576,
"eval_steps_per_second": 1.957,
"step": 14500
},
{
"epoch": 1.5998293515358362,
"grad_norm": 621.3922729492188,
"learning_rate": 3.0002133105802044e-08,
"loss": 0.1676,
"step": 15000
},
{
"epoch": 1.5998293515358362,
"eval_loss": 0.9056846499443054,
"eval_runtime": 63.2369,
"eval_samples_per_second": 15.608,
"eval_steps_per_second": 1.961,
"step": 15000
},
{
"epoch": 1.6531569965870307,
"grad_norm": 26.23398208618164,
"learning_rate": 2.9335537542662113e-08,
"loss": 0.2074,
"step": 15500
},
{
"epoch": 1.6531569965870307,
"eval_loss": 0.8993550539016724,
"eval_runtime": 62.3767,
"eval_samples_per_second": 15.823,
"eval_steps_per_second": 1.988,
"step": 15500
},
{
"epoch": 1.7064846416382253,
"grad_norm": 283.3314514160156,
"learning_rate": 2.8668941979522183e-08,
"loss": 0.1847,
"step": 16000
},
{
"epoch": 1.7064846416382253,
"eval_loss": 0.8954482078552246,
"eval_runtime": 63.2168,
"eval_samples_per_second": 15.613,
"eval_steps_per_second": 1.962,
"step": 16000
},
{
"epoch": 1.75981228668942,
"grad_norm": 12.151030540466309,
"learning_rate": 2.800234641638225e-08,
"loss": 0.1845,
"step": 16500
},
{
"epoch": 1.75981228668942,
"eval_loss": 0.8900338411331177,
"eval_runtime": 63.5581,
"eval_samples_per_second": 15.529,
"eval_steps_per_second": 1.951,
"step": 16500
},
{
"epoch": 1.8131399317406145,
"grad_norm": 0.7503092288970947,
"learning_rate": 2.7335750853242318e-08,
"loss": 0.1721,
"step": 17000
},
{
"epoch": 1.8131399317406145,
"eval_loss": 0.8872589468955994,
"eval_runtime": 62.0282,
"eval_samples_per_second": 15.912,
"eval_steps_per_second": 1.999,
"step": 17000
},
{
"epoch": 1.8664675767918089,
"grad_norm": 180.9355926513672,
"learning_rate": 2.6669155290102384e-08,
"loss": 0.2627,
"step": 17500
},
{
"epoch": 1.8664675767918089,
"eval_loss": 0.8810189962387085,
"eval_runtime": 62.7212,
"eval_samples_per_second": 15.736,
"eval_steps_per_second": 1.977,
"step": 17500
},
{
"epoch": 1.9197952218430034,
"grad_norm": 0.10503419488668442,
"learning_rate": 2.600255972696246e-08,
"loss": 0.1623,
"step": 18000
},
{
"epoch": 1.9197952218430034,
"eval_loss": 0.8773773908615112,
"eval_runtime": 62.9181,
"eval_samples_per_second": 15.687,
"eval_steps_per_second": 1.971,
"step": 18000
},
{
"epoch": 1.9731228668941978,
"grad_norm": 477.76715087890625,
"learning_rate": 2.5335964163822526e-08,
"loss": 0.2162,
"step": 18500
},
{
"epoch": 1.9731228668941978,
"eval_loss": 0.8713328242301941,
"eval_runtime": 62.3477,
"eval_samples_per_second": 15.831,
"eval_steps_per_second": 1.989,
"step": 18500
},
{
"epoch": 2.0264505119453924,
"grad_norm": 222.06802368164062,
"learning_rate": 2.4669368600682595e-08,
"loss": 0.1802,
"step": 19000
},
{
"epoch": 2.0264505119453924,
"eval_loss": 0.8679063320159912,
"eval_runtime": 63.0768,
"eval_samples_per_second": 15.648,
"eval_steps_per_second": 1.966,
"step": 19000
},
{
"epoch": 2.079778156996587,
"grad_norm": 48.63727569580078,
"learning_rate": 2.400277303754266e-08,
"loss": 0.179,
"step": 19500
},
{
"epoch": 2.079778156996587,
"eval_loss": 0.86326664686203,
"eval_runtime": 63.3068,
"eval_samples_per_second": 15.591,
"eval_steps_per_second": 1.959,
"step": 19500
},
{
"epoch": 2.1331058020477816,
"grad_norm": 0.5827552080154419,
"learning_rate": 2.333617747440273e-08,
"loss": 0.1549,
"step": 20000
},
{
"epoch": 2.1331058020477816,
"eval_loss": 0.8606277108192444,
"eval_runtime": 62.3116,
"eval_samples_per_second": 15.84,
"eval_steps_per_second": 1.99,
"step": 20000
},
{
"epoch": 2.186433447098976,
"grad_norm": 0.060927845537662506,
"learning_rate": 2.2669581911262796e-08,
"loss": 0.1742,
"step": 20500
},
{
"epoch": 2.186433447098976,
"eval_loss": 0.8584741353988647,
"eval_runtime": 63.1659,
"eval_samples_per_second": 15.626,
"eval_steps_per_second": 1.963,
"step": 20500
},
{
"epoch": 2.2397610921501707,
"grad_norm": 16.044307708740234,
"learning_rate": 2.2002986348122866e-08,
"loss": 0.1448,
"step": 21000
},
{
"epoch": 2.2397610921501707,
"eval_loss": 0.8546220064163208,
"eval_runtime": 63.0133,
"eval_samples_per_second": 15.663,
"eval_steps_per_second": 1.968,
"step": 21000
},
{
"epoch": 2.2930887372013653,
"grad_norm": 0.07948703318834305,
"learning_rate": 2.1336390784982935e-08,
"loss": 0.2066,
"step": 21500
},
{
"epoch": 2.2930887372013653,
"eval_loss": 0.8512936234474182,
"eval_runtime": 62.3887,
"eval_samples_per_second": 15.82,
"eval_steps_per_second": 1.988,
"step": 21500
},
{
"epoch": 2.34641638225256,
"grad_norm": 0.0013235179940238595,
"learning_rate": 2.0669795221843004e-08,
"loss": 0.1483,
"step": 22000
},
{
"epoch": 2.34641638225256,
"eval_loss": 0.8480631709098816,
"eval_runtime": 63.1614,
"eval_samples_per_second": 15.627,
"eval_steps_per_second": 1.963,
"step": 22000
},
{
"epoch": 2.399744027303754,
"grad_norm": 0.001996780978515744,
"learning_rate": 2.000319965870307e-08,
"loss": 0.1813,
"step": 22500
},
{
"epoch": 2.399744027303754,
"eval_loss": 0.84471195936203,
"eval_runtime": 63.0032,
"eval_samples_per_second": 15.666,
"eval_steps_per_second": 1.968,
"step": 22500
},
{
"epoch": 2.453071672354949,
"grad_norm": 0.24369017779827118,
"learning_rate": 1.933660409556314e-08,
"loss": 0.1617,
"step": 23000
},
{
"epoch": 2.453071672354949,
"eval_loss": 0.8411402702331543,
"eval_runtime": 62.707,
"eval_samples_per_second": 15.74,
"eval_steps_per_second": 1.977,
"step": 23000
},
{
"epoch": 2.506399317406143,
"grad_norm": 9.377041816711426,
"learning_rate": 1.8670008532423206e-08,
"loss": 0.1664,
"step": 23500
},
{
"epoch": 2.506399317406143,
"eval_loss": 0.8393682837486267,
"eval_runtime": 63.143,
"eval_samples_per_second": 15.631,
"eval_steps_per_second": 1.964,
"step": 23500
},
{
"epoch": 2.5597269624573378,
"grad_norm": 118.065673828125,
"learning_rate": 1.800341296928328e-08,
"loss": 0.1786,
"step": 24000
},
{
"epoch": 2.5597269624573378,
"eval_loss": 0.8357825875282288,
"eval_runtime": 63.3183,
"eval_samples_per_second": 15.588,
"eval_steps_per_second": 1.958,
"step": 24000
},
{
"epoch": 2.6130546075085324,
"grad_norm": 3.0652036666870117,
"learning_rate": 1.7336817406143344e-08,
"loss": 0.1465,
"step": 24500
},
{
"epoch": 2.6130546075085324,
"eval_loss": 0.8330481648445129,
"eval_runtime": 63.0565,
"eval_samples_per_second": 15.653,
"eval_steps_per_second": 1.966,
"step": 24500
},
{
"epoch": 2.666382252559727,
"grad_norm": 68.4100570678711,
"learning_rate": 1.6670221843003414e-08,
"loss": 0.1289,
"step": 25000
},
{
"epoch": 2.666382252559727,
"eval_loss": 0.831382691860199,
"eval_runtime": 62.8466,
"eval_samples_per_second": 15.705,
"eval_steps_per_second": 1.973,
"step": 25000
},
{
"epoch": 2.7197098976109215,
"grad_norm": 0.03573409095406532,
"learning_rate": 1.600362627986348e-08,
"loss": 0.1662,
"step": 25500
},
{
"epoch": 2.7197098976109215,
"eval_loss": 0.829609751701355,
"eval_runtime": 63.536,
"eval_samples_per_second": 15.535,
"eval_steps_per_second": 1.952,
"step": 25500
},
{
"epoch": 2.773037542662116,
"grad_norm": 85.1174087524414,
"learning_rate": 1.533703071672355e-08,
"loss": 0.1463,
"step": 26000
},
{
"epoch": 2.773037542662116,
"eval_loss": 0.8262338638305664,
"eval_runtime": 63.1492,
"eval_samples_per_second": 15.63,
"eval_steps_per_second": 1.964,
"step": 26000
},
{
"epoch": 2.8263651877133107,
"grad_norm": 1.988323450088501,
"learning_rate": 1.4670435153583615e-08,
"loss": 0.1471,
"step": 26500
},
{
"epoch": 2.8263651877133107,
"eval_loss": 0.8249030709266663,
"eval_runtime": 63.1063,
"eval_samples_per_second": 15.64,
"eval_steps_per_second": 1.965,
"step": 26500
},
{
"epoch": 2.8796928327645053,
"grad_norm": 14.553828239440918,
"learning_rate": 1.4003839590443686e-08,
"loss": 0.167,
"step": 27000
},
{
"epoch": 2.8796928327645053,
"eval_loss": 0.821887731552124,
"eval_runtime": 63.5261,
"eval_samples_per_second": 15.537,
"eval_steps_per_second": 1.952,
"step": 27000
}
],
"logging_steps": 500,
"max_steps": 37504,
"num_input_tokens_seen": 0,
"num_train_epochs": 4,
"save_steps": 500,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": false
},
"attributes": {}
}
},
"total_flos": 9714195000722520.0,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}