20230826052713 / trainer_state.json
dkqjrm's picture
End of training
b684c36
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 80.0,
"global_step": 2000,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"eval_accuracy": 0.57,
"eval_loss": 0.627579391002655,
"eval_runtime": 2.9468,
"eval_samples_per_second": 33.935,
"eval_steps_per_second": 4.412,
"step": 25
},
{
"best_epoch": 0,
"best_eval_accuracy": 0.57,
"epoch": 1.0,
"step": 25
},
{
"epoch": 2.0,
"eval_accuracy": 0.63,
"eval_loss": 0.6135770678520203,
"eval_runtime": 3.0105,
"eval_samples_per_second": 33.217,
"eval_steps_per_second": 4.318,
"step": 50
},
{
"best_epoch": 1,
"best_eval_accuracy": 0.63,
"epoch": 2.0,
"step": 50
},
{
"epoch": 3.0,
"eval_accuracy": 0.66,
"eval_loss": 0.6773912906646729,
"eval_runtime": 3.0612,
"eval_samples_per_second": 32.667,
"eval_steps_per_second": 4.247,
"step": 75
},
{
"best_epoch": 2,
"best_eval_accuracy": 0.66,
"epoch": 3.0,
"step": 75
},
{
"epoch": 4.0,
"eval_accuracy": 0.64,
"eval_loss": 0.5963658690452576,
"eval_runtime": 3.096,
"eval_samples_per_second": 32.3,
"eval_steps_per_second": 4.199,
"step": 100
},
{
"best_epoch": 2,
"best_eval_accuracy": 0.66,
"epoch": 4.0,
"step": 100
},
{
"epoch": 5.0,
"eval_accuracy": 0.62,
"eval_loss": 0.5315800309181213,
"eval_runtime": 3.1161,
"eval_samples_per_second": 32.091,
"eval_steps_per_second": 4.172,
"step": 125
},
{
"best_epoch": 2,
"best_eval_accuracy": 0.66,
"epoch": 5.0,
"step": 125
},
{
"epoch": 6.0,
"eval_accuracy": 0.62,
"eval_loss": 0.5231013298034668,
"eval_runtime": 3.1314,
"eval_samples_per_second": 31.935,
"eval_steps_per_second": 4.151,
"step": 150
},
{
"best_epoch": 2,
"best_eval_accuracy": 0.66,
"epoch": 6.0,
"step": 150
},
{
"epoch": 7.0,
"eval_accuracy": 0.63,
"eval_loss": 0.5155523419380188,
"eval_runtime": 3.1398,
"eval_samples_per_second": 31.849,
"eval_steps_per_second": 4.14,
"step": 175
},
{
"best_epoch": 2,
"best_eval_accuracy": 0.66,
"epoch": 7.0,
"step": 175
},
{
"epoch": 8.0,
"eval_accuracy": 0.64,
"eval_loss": 0.6215571761131287,
"eval_runtime": 3.1438,
"eval_samples_per_second": 31.809,
"eval_steps_per_second": 4.135,
"step": 200
},
{
"best_epoch": 2,
"best_eval_accuracy": 0.66,
"epoch": 8.0,
"step": 200
},
{
"epoch": 9.0,
"eval_accuracy": 0.71,
"eval_loss": 0.5012997388839722,
"eval_runtime": 3.1482,
"eval_samples_per_second": 31.764,
"eval_steps_per_second": 4.129,
"step": 225
},
{
"best_epoch": 8,
"best_eval_accuracy": 0.71,
"epoch": 9.0,
"step": 225
},
{
"epoch": 10.0,
"eval_accuracy": 0.7,
"eval_loss": 0.5733979940414429,
"eval_runtime": 3.1518,
"eval_samples_per_second": 31.728,
"eval_steps_per_second": 4.125,
"step": 250
},
{
"best_epoch": 8,
"best_eval_accuracy": 0.71,
"epoch": 10.0,
"step": 250
},
{
"epoch": 11.0,
"eval_accuracy": 0.66,
"eval_loss": 0.4682706594467163,
"eval_runtime": 3.1601,
"eval_samples_per_second": 31.645,
"eval_steps_per_second": 4.114,
"step": 275
},
{
"best_epoch": 8,
"best_eval_accuracy": 0.71,
"epoch": 11.0,
"step": 275
},
{
"epoch": 12.0,
"eval_accuracy": 0.73,
"eval_loss": 0.5332651734352112,
"eval_runtime": 3.1621,
"eval_samples_per_second": 31.624,
"eval_steps_per_second": 4.111,
"step": 300
},
{
"best_epoch": 11,
"best_eval_accuracy": 0.73,
"epoch": 12.0,
"step": 300
},
{
"epoch": 13.0,
"eval_accuracy": 0.69,
"eval_loss": 0.6740408539772034,
"eval_runtime": 3.1473,
"eval_samples_per_second": 31.773,
"eval_steps_per_second": 4.131,
"step": 325
},
{
"best_epoch": 11,
"best_eval_accuracy": 0.73,
"epoch": 13.0,
"step": 325
},
{
"epoch": 14.0,
"eval_accuracy": 0.71,
"eval_loss": 0.5184910893440247,
"eval_runtime": 3.1461,
"eval_samples_per_second": 31.786,
"eval_steps_per_second": 4.132,
"step": 350
},
{
"best_epoch": 11,
"best_eval_accuracy": 0.73,
"epoch": 14.0,
"step": 350
},
{
"epoch": 15.0,
"eval_accuracy": 0.71,
"eval_loss": 0.5030907392501831,
"eval_runtime": 3.1466,
"eval_samples_per_second": 31.78,
"eval_steps_per_second": 4.131,
"step": 375
},
{
"best_epoch": 11,
"best_eval_accuracy": 0.73,
"epoch": 15.0,
"step": 375
},
{
"epoch": 16.0,
"eval_accuracy": 0.71,
"eval_loss": 0.5397804379463196,
"eval_runtime": 3.1405,
"eval_samples_per_second": 31.843,
"eval_steps_per_second": 4.14,
"step": 400
},
{
"best_epoch": 11,
"best_eval_accuracy": 0.73,
"epoch": 16.0,
"step": 400
},
{
"epoch": 17.0,
"eval_accuracy": 0.73,
"eval_loss": 0.5245677828788757,
"eval_runtime": 3.1417,
"eval_samples_per_second": 31.83,
"eval_steps_per_second": 4.138,
"step": 425
},
{
"best_epoch": 11,
"best_eval_accuracy": 0.73,
"epoch": 17.0,
"step": 425
},
{
"epoch": 18.0,
"eval_accuracy": 0.69,
"eval_loss": 0.7413635849952698,
"eval_runtime": 3.149,
"eval_samples_per_second": 31.756,
"eval_steps_per_second": 4.128,
"step": 450
},
{
"best_epoch": 11,
"best_eval_accuracy": 0.73,
"epoch": 18.0,
"step": 450
},
{
"epoch": 19.0,
"eval_accuracy": 0.72,
"eval_loss": 0.6816568970680237,
"eval_runtime": 3.1399,
"eval_samples_per_second": 31.849,
"eval_steps_per_second": 4.14,
"step": 475
},
{
"best_epoch": 11,
"best_eval_accuracy": 0.73,
"epoch": 19.0,
"step": 475
},
{
"epoch": 20.0,
"learning_rate": 0.015,
"loss": 0.7352,
"step": 500
},
{
"epoch": 20.0,
"eval_accuracy": 0.71,
"eval_loss": 0.6655824184417725,
"eval_runtime": 3.1414,
"eval_samples_per_second": 31.833,
"eval_steps_per_second": 4.138,
"step": 500
},
{
"best_epoch": 11,
"best_eval_accuracy": 0.73,
"epoch": 20.0,
"step": 500
},
{
"epoch": 21.0,
"eval_accuracy": 0.76,
"eval_loss": 0.5838807225227356,
"eval_runtime": 3.1408,
"eval_samples_per_second": 31.839,
"eval_steps_per_second": 4.139,
"step": 525
},
{
"best_epoch": 20,
"best_eval_accuracy": 0.76,
"epoch": 21.0,
"step": 525
},
{
"epoch": 22.0,
"eval_accuracy": 0.76,
"eval_loss": 0.6626308560371399,
"eval_runtime": 3.1413,
"eval_samples_per_second": 31.834,
"eval_steps_per_second": 4.138,
"step": 550
},
{
"best_epoch": 20,
"best_eval_accuracy": 0.76,
"epoch": 22.0,
"step": 550
},
{
"epoch": 23.0,
"eval_accuracy": 0.75,
"eval_loss": 0.5017469525337219,
"eval_runtime": 3.1427,
"eval_samples_per_second": 31.82,
"eval_steps_per_second": 4.137,
"step": 575
},
{
"best_epoch": 20,
"best_eval_accuracy": 0.76,
"epoch": 23.0,
"step": 575
},
{
"epoch": 24.0,
"eval_accuracy": 0.74,
"eval_loss": 0.5168166160583496,
"eval_runtime": 3.1452,
"eval_samples_per_second": 31.795,
"eval_steps_per_second": 4.133,
"step": 600
},
{
"best_epoch": 20,
"best_eval_accuracy": 0.76,
"epoch": 24.0,
"step": 600
},
{
"epoch": 25.0,
"eval_accuracy": 0.78,
"eval_loss": 0.5911619067192078,
"eval_runtime": 3.1431,
"eval_samples_per_second": 31.816,
"eval_steps_per_second": 4.136,
"step": 625
},
{
"best_epoch": 24,
"best_eval_accuracy": 0.78,
"epoch": 25.0,
"step": 625
},
{
"epoch": 26.0,
"eval_accuracy": 0.77,
"eval_loss": 0.5595811605453491,
"eval_runtime": 3.1433,
"eval_samples_per_second": 31.813,
"eval_steps_per_second": 4.136,
"step": 650
},
{
"best_epoch": 24,
"best_eval_accuracy": 0.78,
"epoch": 26.0,
"step": 650
},
{
"epoch": 27.0,
"eval_accuracy": 0.77,
"eval_loss": 0.48836490511894226,
"eval_runtime": 3.1431,
"eval_samples_per_second": 31.816,
"eval_steps_per_second": 4.136,
"step": 675
},
{
"best_epoch": 24,
"best_eval_accuracy": 0.78,
"epoch": 27.0,
"step": 675
},
{
"epoch": 28.0,
"eval_accuracy": 0.73,
"eval_loss": 0.47384893894195557,
"eval_runtime": 3.142,
"eval_samples_per_second": 31.826,
"eval_steps_per_second": 4.137,
"step": 700
},
{
"best_epoch": 24,
"best_eval_accuracy": 0.78,
"epoch": 28.0,
"step": 700
},
{
"epoch": 29.0,
"eval_accuracy": 0.76,
"eval_loss": 0.5052289366722107,
"eval_runtime": 3.1453,
"eval_samples_per_second": 31.794,
"eval_steps_per_second": 4.133,
"step": 725
},
{
"best_epoch": 24,
"best_eval_accuracy": 0.78,
"epoch": 29.0,
"step": 725
},
{
"epoch": 30.0,
"eval_accuracy": 0.74,
"eval_loss": 0.6162938475608826,
"eval_runtime": 3.1453,
"eval_samples_per_second": 31.793,
"eval_steps_per_second": 4.133,
"step": 750
},
{
"best_epoch": 24,
"best_eval_accuracy": 0.78,
"epoch": 30.0,
"step": 750
},
{
"epoch": 31.0,
"eval_accuracy": 0.74,
"eval_loss": 0.5823907256126404,
"eval_runtime": 3.143,
"eval_samples_per_second": 31.817,
"eval_steps_per_second": 4.136,
"step": 775
},
{
"best_epoch": 24,
"best_eval_accuracy": 0.78,
"epoch": 31.0,
"step": 775
},
{
"epoch": 32.0,
"eval_accuracy": 0.72,
"eval_loss": 0.4995167553424835,
"eval_runtime": 3.1421,
"eval_samples_per_second": 31.826,
"eval_steps_per_second": 4.137,
"step": 800
},
{
"best_epoch": 24,
"best_eval_accuracy": 0.78,
"epoch": 32.0,
"step": 800
},
{
"epoch": 33.0,
"eval_accuracy": 0.71,
"eval_loss": 0.4935573935508728,
"eval_runtime": 3.1423,
"eval_samples_per_second": 31.824,
"eval_steps_per_second": 4.137,
"step": 825
},
{
"best_epoch": 24,
"best_eval_accuracy": 0.78,
"epoch": 33.0,
"step": 825
},
{
"epoch": 34.0,
"eval_accuracy": 0.72,
"eval_loss": 0.5463616847991943,
"eval_runtime": 3.1442,
"eval_samples_per_second": 31.804,
"eval_steps_per_second": 4.135,
"step": 850
},
{
"best_epoch": 24,
"best_eval_accuracy": 0.78,
"epoch": 34.0,
"step": 850
},
{
"epoch": 35.0,
"eval_accuracy": 0.74,
"eval_loss": 0.5164341926574707,
"eval_runtime": 3.1446,
"eval_samples_per_second": 31.801,
"eval_steps_per_second": 4.134,
"step": 875
},
{
"best_epoch": 24,
"best_eval_accuracy": 0.78,
"epoch": 35.0,
"step": 875
},
{
"epoch": 36.0,
"eval_accuracy": 0.75,
"eval_loss": 0.5088481307029724,
"eval_runtime": 3.1452,
"eval_samples_per_second": 31.795,
"eval_steps_per_second": 4.133,
"step": 900
},
{
"best_epoch": 24,
"best_eval_accuracy": 0.78,
"epoch": 36.0,
"step": 900
},
{
"epoch": 37.0,
"eval_accuracy": 0.75,
"eval_loss": 0.599052906036377,
"eval_runtime": 3.1458,
"eval_samples_per_second": 31.788,
"eval_steps_per_second": 4.132,
"step": 925
},
{
"best_epoch": 24,
"best_eval_accuracy": 0.78,
"epoch": 37.0,
"step": 925
},
{
"epoch": 38.0,
"eval_accuracy": 0.73,
"eval_loss": 0.49629107117652893,
"eval_runtime": 3.1523,
"eval_samples_per_second": 31.723,
"eval_steps_per_second": 4.124,
"step": 950
},
{
"best_epoch": 24,
"best_eval_accuracy": 0.78,
"epoch": 38.0,
"step": 950
},
{
"epoch": 39.0,
"eval_accuracy": 0.72,
"eval_loss": 0.5085676312446594,
"eval_runtime": 3.1502,
"eval_samples_per_second": 31.744,
"eval_steps_per_second": 4.127,
"step": 975
},
{
"best_epoch": 24,
"best_eval_accuracy": 0.78,
"epoch": 39.0,
"step": 975
},
{
"epoch": 40.0,
"learning_rate": 0.01,
"loss": 0.411,
"step": 1000
},
{
"epoch": 40.0,
"eval_accuracy": 0.73,
"eval_loss": 0.5202763080596924,
"eval_runtime": 3.1439,
"eval_samples_per_second": 31.808,
"eval_steps_per_second": 4.135,
"step": 1000
},
{
"best_epoch": 24,
"best_eval_accuracy": 0.78,
"epoch": 40.0,
"step": 1000
},
{
"epoch": 41.0,
"eval_accuracy": 0.74,
"eval_loss": 0.5843695998191833,
"eval_runtime": 3.1411,
"eval_samples_per_second": 31.836,
"eval_steps_per_second": 4.139,
"step": 1025
},
{
"best_epoch": 24,
"best_eval_accuracy": 0.78,
"epoch": 41.0,
"step": 1025
},
{
"epoch": 42.0,
"eval_accuracy": 0.74,
"eval_loss": 0.5285233855247498,
"eval_runtime": 3.1423,
"eval_samples_per_second": 31.824,
"eval_steps_per_second": 4.137,
"step": 1050
},
{
"best_epoch": 24,
"best_eval_accuracy": 0.78,
"epoch": 42.0,
"step": 1050
},
{
"epoch": 43.0,
"eval_accuracy": 0.74,
"eval_loss": 0.5552850961685181,
"eval_runtime": 3.1448,
"eval_samples_per_second": 31.799,
"eval_steps_per_second": 4.134,
"step": 1075
},
{
"best_epoch": 24,
"best_eval_accuracy": 0.78,
"epoch": 43.0,
"step": 1075
},
{
"epoch": 44.0,
"eval_accuracy": 0.71,
"eval_loss": 0.5588386058807373,
"eval_runtime": 3.1454,
"eval_samples_per_second": 31.793,
"eval_steps_per_second": 4.133,
"step": 1100
},
{
"best_epoch": 24,
"best_eval_accuracy": 0.78,
"epoch": 44.0,
"step": 1100
},
{
"epoch": 45.0,
"eval_accuracy": 0.72,
"eval_loss": 0.5391697883605957,
"eval_runtime": 3.1435,
"eval_samples_per_second": 31.812,
"eval_steps_per_second": 4.136,
"step": 1125
},
{
"best_epoch": 24,
"best_eval_accuracy": 0.78,
"epoch": 45.0,
"step": 1125
},
{
"epoch": 46.0,
"eval_accuracy": 0.72,
"eval_loss": 0.5494285225868225,
"eval_runtime": 3.1433,
"eval_samples_per_second": 31.814,
"eval_steps_per_second": 4.136,
"step": 1150
},
{
"best_epoch": 24,
"best_eval_accuracy": 0.78,
"epoch": 46.0,
"step": 1150
},
{
"epoch": 47.0,
"eval_accuracy": 0.76,
"eval_loss": 0.4982169270515442,
"eval_runtime": 3.1427,
"eval_samples_per_second": 31.819,
"eval_steps_per_second": 4.137,
"step": 1175
},
{
"best_epoch": 24,
"best_eval_accuracy": 0.78,
"epoch": 47.0,
"step": 1175
},
{
"epoch": 48.0,
"eval_accuracy": 0.72,
"eval_loss": 0.5374172329902649,
"eval_runtime": 3.1407,
"eval_samples_per_second": 31.84,
"eval_steps_per_second": 4.139,
"step": 1200
},
{
"best_epoch": 24,
"best_eval_accuracy": 0.78,
"epoch": 48.0,
"step": 1200
},
{
"epoch": 49.0,
"eval_accuracy": 0.73,
"eval_loss": 0.5730433464050293,
"eval_runtime": 3.142,
"eval_samples_per_second": 31.827,
"eval_steps_per_second": 4.137,
"step": 1225
},
{
"best_epoch": 24,
"best_eval_accuracy": 0.78,
"epoch": 49.0,
"step": 1225
},
{
"epoch": 50.0,
"eval_accuracy": 0.72,
"eval_loss": 0.51490718126297,
"eval_runtime": 3.1446,
"eval_samples_per_second": 31.8,
"eval_steps_per_second": 4.134,
"step": 1250
},
{
"best_epoch": 24,
"best_eval_accuracy": 0.78,
"epoch": 50.0,
"step": 1250
},
{
"epoch": 51.0,
"eval_accuracy": 0.72,
"eval_loss": 0.49485138058662415,
"eval_runtime": 3.1403,
"eval_samples_per_second": 31.844,
"eval_steps_per_second": 4.14,
"step": 1275
},
{
"best_epoch": 24,
"best_eval_accuracy": 0.78,
"epoch": 51.0,
"step": 1275
},
{
"epoch": 52.0,
"eval_accuracy": 0.73,
"eval_loss": 0.5295071601867676,
"eval_runtime": 3.1397,
"eval_samples_per_second": 31.851,
"eval_steps_per_second": 4.141,
"step": 1300
},
{
"best_epoch": 24,
"best_eval_accuracy": 0.78,
"epoch": 52.0,
"step": 1300
},
{
"epoch": 53.0,
"eval_accuracy": 0.72,
"eval_loss": 0.5223097801208496,
"eval_runtime": 3.1423,
"eval_samples_per_second": 31.824,
"eval_steps_per_second": 4.137,
"step": 1325
},
{
"best_epoch": 24,
"best_eval_accuracy": 0.78,
"epoch": 53.0,
"step": 1325
},
{
"epoch": 54.0,
"eval_accuracy": 0.71,
"eval_loss": 0.5616713762283325,
"eval_runtime": 3.141,
"eval_samples_per_second": 31.837,
"eval_steps_per_second": 4.139,
"step": 1350
},
{
"best_epoch": 24,
"best_eval_accuracy": 0.78,
"epoch": 54.0,
"step": 1350
},
{
"epoch": 55.0,
"eval_accuracy": 0.72,
"eval_loss": 0.5373037457466125,
"eval_runtime": 3.1394,
"eval_samples_per_second": 31.853,
"eval_steps_per_second": 4.141,
"step": 1375
},
{
"best_epoch": 24,
"best_eval_accuracy": 0.78,
"epoch": 55.0,
"step": 1375
},
{
"epoch": 56.0,
"eval_accuracy": 0.73,
"eval_loss": 0.48570069670677185,
"eval_runtime": 3.1398,
"eval_samples_per_second": 31.849,
"eval_steps_per_second": 4.14,
"step": 1400
},
{
"best_epoch": 24,
"best_eval_accuracy": 0.78,
"epoch": 56.0,
"step": 1400
},
{
"epoch": 57.0,
"eval_accuracy": 0.72,
"eval_loss": 0.49541863799095154,
"eval_runtime": 3.1394,
"eval_samples_per_second": 31.853,
"eval_steps_per_second": 4.141,
"step": 1425
},
{
"best_epoch": 24,
"best_eval_accuracy": 0.78,
"epoch": 57.0,
"step": 1425
},
{
"epoch": 58.0,
"eval_accuracy": 0.72,
"eval_loss": 0.5024493932723999,
"eval_runtime": 3.1403,
"eval_samples_per_second": 31.844,
"eval_steps_per_second": 4.14,
"step": 1450
},
{
"best_epoch": 24,
"best_eval_accuracy": 0.78,
"epoch": 58.0,
"step": 1450
},
{
"epoch": 59.0,
"eval_accuracy": 0.74,
"eval_loss": 0.497109591960907,
"eval_runtime": 3.1489,
"eval_samples_per_second": 31.757,
"eval_steps_per_second": 4.128,
"step": 1475
},
{
"best_epoch": 24,
"best_eval_accuracy": 0.78,
"epoch": 59.0,
"step": 1475
},
{
"epoch": 60.0,
"learning_rate": 0.005,
"loss": 0.318,
"step": 1500
},
{
"epoch": 60.0,
"eval_accuracy": 0.73,
"eval_loss": 0.5264896154403687,
"eval_runtime": 3.1479,
"eval_samples_per_second": 31.767,
"eval_steps_per_second": 4.13,
"step": 1500
},
{
"best_epoch": 24,
"best_eval_accuracy": 0.78,
"epoch": 60.0,
"step": 1500
},
{
"epoch": 61.0,
"eval_accuracy": 0.71,
"eval_loss": 0.4966976046562195,
"eval_runtime": 3.1464,
"eval_samples_per_second": 31.783,
"eval_steps_per_second": 4.132,
"step": 1525
},
{
"best_epoch": 24,
"best_eval_accuracy": 0.78,
"epoch": 61.0,
"step": 1525
},
{
"epoch": 62.0,
"eval_accuracy": 0.73,
"eval_loss": 0.497234046459198,
"eval_runtime": 3.1465,
"eval_samples_per_second": 31.782,
"eval_steps_per_second": 4.132,
"step": 1550
},
{
"best_epoch": 24,
"best_eval_accuracy": 0.78,
"epoch": 62.0,
"step": 1550
},
{
"epoch": 63.0,
"eval_accuracy": 0.72,
"eval_loss": 0.4908214509487152,
"eval_runtime": 3.1342,
"eval_samples_per_second": 31.906,
"eval_steps_per_second": 4.148,
"step": 1575
},
{
"best_epoch": 24,
"best_eval_accuracy": 0.78,
"epoch": 63.0,
"step": 1575
},
{
"epoch": 64.0,
"eval_accuracy": 0.74,
"eval_loss": 0.5055844783782959,
"eval_runtime": 3.1392,
"eval_samples_per_second": 31.855,
"eval_steps_per_second": 4.141,
"step": 1600
},
{
"best_epoch": 24,
"best_eval_accuracy": 0.78,
"epoch": 64.0,
"step": 1600
},
{
"epoch": 65.0,
"eval_accuracy": 0.74,
"eval_loss": 0.5230618119239807,
"eval_runtime": 3.1268,
"eval_samples_per_second": 31.981,
"eval_steps_per_second": 4.158,
"step": 1625
},
{
"best_epoch": 24,
"best_eval_accuracy": 0.78,
"epoch": 65.0,
"step": 1625
},
{
"epoch": 66.0,
"eval_accuracy": 0.75,
"eval_loss": 0.47373998165130615,
"eval_runtime": 3.1252,
"eval_samples_per_second": 31.998,
"eval_steps_per_second": 4.16,
"step": 1650
},
{
"best_epoch": 24,
"best_eval_accuracy": 0.78,
"epoch": 66.0,
"step": 1650
},
{
"epoch": 67.0,
"eval_accuracy": 0.72,
"eval_loss": 0.5015537142753601,
"eval_runtime": 3.1238,
"eval_samples_per_second": 32.012,
"eval_steps_per_second": 4.162,
"step": 1675
},
{
"best_epoch": 24,
"best_eval_accuracy": 0.78,
"epoch": 67.0,
"step": 1675
},
{
"epoch": 68.0,
"eval_accuracy": 0.73,
"eval_loss": 0.49883437156677246,
"eval_runtime": 3.1204,
"eval_samples_per_second": 32.047,
"eval_steps_per_second": 4.166,
"step": 1700
},
{
"best_epoch": 24,
"best_eval_accuracy": 0.78,
"epoch": 68.0,
"step": 1700
},
{
"epoch": 69.0,
"eval_accuracy": 0.74,
"eval_loss": 0.5276287794113159,
"eval_runtime": 3.1254,
"eval_samples_per_second": 31.996,
"eval_steps_per_second": 4.16,
"step": 1725
},
{
"best_epoch": 24,
"best_eval_accuracy": 0.78,
"epoch": 69.0,
"step": 1725
},
{
"epoch": 70.0,
"eval_accuracy": 0.73,
"eval_loss": 0.4912046790122986,
"eval_runtime": 3.1233,
"eval_samples_per_second": 32.018,
"eval_steps_per_second": 4.162,
"step": 1750
},
{
"best_epoch": 24,
"best_eval_accuracy": 0.78,
"epoch": 70.0,
"step": 1750
},
{
"epoch": 71.0,
"eval_accuracy": 0.72,
"eval_loss": 0.48646289110183716,
"eval_runtime": 3.1257,
"eval_samples_per_second": 31.993,
"eval_steps_per_second": 4.159,
"step": 1775
},
{
"best_epoch": 24,
"best_eval_accuracy": 0.78,
"epoch": 71.0,
"step": 1775
},
{
"epoch": 72.0,
"eval_accuracy": 0.73,
"eval_loss": 0.475396066904068,
"eval_runtime": 3.1256,
"eval_samples_per_second": 31.994,
"eval_steps_per_second": 4.159,
"step": 1800
},
{
"best_epoch": 24,
"best_eval_accuracy": 0.78,
"epoch": 72.0,
"step": 1800
},
{
"epoch": 73.0,
"eval_accuracy": 0.73,
"eval_loss": 0.49221473932266235,
"eval_runtime": 3.1249,
"eval_samples_per_second": 32.001,
"eval_steps_per_second": 4.16,
"step": 1825
},
{
"best_epoch": 24,
"best_eval_accuracy": 0.78,
"epoch": 73.0,
"step": 1825
},
{
"epoch": 74.0,
"eval_accuracy": 0.74,
"eval_loss": 0.4884068965911865,
"eval_runtime": 3.1256,
"eval_samples_per_second": 31.994,
"eval_steps_per_second": 4.159,
"step": 1850
},
{
"best_epoch": 24,
"best_eval_accuracy": 0.78,
"epoch": 74.0,
"step": 1850
},
{
"epoch": 75.0,
"eval_accuracy": 0.73,
"eval_loss": 0.48677849769592285,
"eval_runtime": 3.1234,
"eval_samples_per_second": 32.017,
"eval_steps_per_second": 4.162,
"step": 1875
},
{
"best_epoch": 24,
"best_eval_accuracy": 0.78,
"epoch": 75.0,
"step": 1875
},
{
"epoch": 76.0,
"eval_accuracy": 0.73,
"eval_loss": 0.48715740442276,
"eval_runtime": 3.1231,
"eval_samples_per_second": 32.02,
"eval_steps_per_second": 4.163,
"step": 1900
},
{
"best_epoch": 24,
"best_eval_accuracy": 0.78,
"epoch": 76.0,
"step": 1900
},
{
"epoch": 77.0,
"eval_accuracy": 0.72,
"eval_loss": 0.4847962260246277,
"eval_runtime": 3.1233,
"eval_samples_per_second": 32.017,
"eval_steps_per_second": 4.162,
"step": 1925
},
{
"best_epoch": 24,
"best_eval_accuracy": 0.78,
"epoch": 77.0,
"step": 1925
},
{
"epoch": 78.0,
"eval_accuracy": 0.72,
"eval_loss": 0.4922550320625305,
"eval_runtime": 3.1248,
"eval_samples_per_second": 32.002,
"eval_steps_per_second": 4.16,
"step": 1950
},
{
"best_epoch": 24,
"best_eval_accuracy": 0.78,
"epoch": 78.0,
"step": 1950
},
{
"epoch": 79.0,
"eval_accuracy": 0.73,
"eval_loss": 0.4888269007205963,
"eval_runtime": 3.1211,
"eval_samples_per_second": 32.04,
"eval_steps_per_second": 4.165,
"step": 1975
},
{
"best_epoch": 24,
"best_eval_accuracy": 0.78,
"epoch": 79.0,
"step": 1975
},
{
"epoch": 80.0,
"learning_rate": 0.0,
"loss": 0.287,
"step": 2000
},
{
"epoch": 80.0,
"eval_accuracy": 0.72,
"eval_loss": 0.4912576377391815,
"eval_runtime": 3.1223,
"eval_samples_per_second": 32.028,
"eval_steps_per_second": 4.164,
"step": 2000
},
{
"best_epoch": 24,
"best_eval_accuracy": 0.78,
"epoch": 80.0,
"step": 2000
},
{
"epoch": 80.0,
"step": 2000,
"total_flos": 2.9821702864896e+16,
"train_loss": 0.43781012725830076,
"train_runtime": 1665.2419,
"train_samples_per_second": 19.216,
"train_steps_per_second": 1.201
}
],
"max_steps": 2000,
"num_train_epochs": 80,
"total_flos": 2.9821702864896e+16,
"trial_name": null,
"trial_params": null
}