flan-t5-large-stacked-samsum-1024 / trainer_state.json
pszemraj's picture
End of training
1890221
raw
history blame
10.4 kB
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 1.99972833469166,
"global_step": 230,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.03,
"learning_rate": 0.00035999999999999997,
"loss": 0.2157,
"step": 3
},
{
"epoch": 0.05,
"learning_rate": 0.0005999707572027913,
"loss": 0.2186,
"step": 6
},
{
"epoch": 0.08,
"learning_rate": 0.0005995322292545942,
"loss": 0.2325,
"step": 9
},
{
"epoch": 0.1,
"learning_rate": 0.0005985682199945492,
"loss": 0.2308,
"step": 12
},
{
"epoch": 0.13,
"learning_rate": 0.000597080420622471,
"loss": 0.236,
"step": 15
},
{
"epoch": 0.16,
"learning_rate": 0.0005950714412440158,
"loss": 0.2367,
"step": 18
},
{
"epoch": 0.18,
"learning_rate": 0.0005925448062916689,
"loss": 0.2416,
"step": 21
},
{
"epoch": 0.21,
"learning_rate": 0.0005895049483416934,
"loss": 0.2413,
"step": 24
},
{
"epoch": 0.23,
"learning_rate": 0.000585957200337884,
"loss": 0.2479,
"step": 27
},
{
"epoch": 0.26,
"learning_rate": 0.0005819077862357724,
"loss": 0.2352,
"step": 30
},
{
"epoch": 0.29,
"learning_rate": 0.0005773638100836939,
"loss": 0.2438,
"step": 33
},
{
"epoch": 0.31,
"learning_rate": 0.0005723332435598725,
"loss": 0.2371,
"step": 36
},
{
"epoch": 0.34,
"learning_rate": 0.0005668249119873892,
"loss": 0.2392,
"step": 39
},
{
"epoch": 0.37,
"learning_rate": 0.0005608484788515657,
"loss": 0.2229,
"step": 42
},
{
"epoch": 0.39,
"learning_rate": 0.0005544144288469277,
"loss": 0.2289,
"step": 45
},
{
"epoch": 0.42,
"learning_rate": 0.0005475340494834885,
"loss": 0.2342,
"step": 48
},
{
"epoch": 0.44,
"learning_rate": 0.00054021941128462,
"loss": 0.2318,
"step": 51
},
{
"epoch": 0.47,
"learning_rate": 0.0005324833466112538,
"loss": 0.2189,
"step": 54
},
{
"epoch": 0.5,
"learning_rate": 0.0005243394271495595,
"loss": 0.2193,
"step": 57
},
{
"epoch": 0.52,
"learning_rate": 0.0005158019401015953,
"loss": 0.2233,
"step": 60
},
{
"epoch": 0.55,
"learning_rate": 0.0005068858631207009,
"loss": 0.2111,
"step": 63
},
{
"epoch": 0.57,
"learning_rate": 0.0004976068380356041,
"loss": 0.2166,
"step": 66
},
{
"epoch": 0.6,
"learning_rate": 0.00048798114340933813,
"loss": 0.2088,
"step": 69
},
{
"epoch": 0.63,
"learning_rate": 0.0004780256659811104,
"loss": 0.2029,
"step": 72
},
{
"epoch": 0.65,
"learning_rate": 0.00046775787104122397,
"loss": 0.2072,
"step": 75
},
{
"epoch": 0.68,
"learning_rate": 0.00045719577179102375,
"loss": 0.2002,
"step": 78
},
{
"epoch": 0.7,
"learning_rate": 0.0004463578977416198,
"loss": 0.202,
"step": 81
},
{
"epoch": 0.73,
"learning_rate": 0.0004352632622068292,
"loss": 0.1967,
"step": 84
},
{
"epoch": 0.76,
"learning_rate": 0.0004239313289473625,
"loss": 0.1939,
"step": 87
},
{
"epoch": 0.78,
"learning_rate": 0.0004123819780247736,
"loss": 0.1905,
"step": 90
},
{
"epoch": 0.81,
"learning_rate": 0.0004006354709250765,
"loss": 0.1853,
"step": 93
},
{
"epoch": 0.83,
"learning_rate": 0.000388712415013214,
"loss": 0.1809,
"step": 96
},
{
"epoch": 0.86,
"learning_rate": 0.0003766337273807371,
"loss": 0.177,
"step": 99
},
{
"epoch": 0.89,
"learning_rate": 0.00036442059815011896,
"loss": 0.1808,
"step": 102
},
{
"epoch": 0.91,
"learning_rate": 0.0003520944533000791,
"loss": 0.1707,
"step": 105
},
{
"epoch": 0.94,
"learning_rate": 0.00033967691707713674,
"loss": 0.172,
"step": 108
},
{
"epoch": 0.96,
"learning_rate": 0.0003271897740593341,
"loss": 0.1632,
"step": 111
},
{
"epoch": 0.99,
"learning_rate": 0.000314654930938684,
"loss": 0.1734,
"step": 114
},
{
"epoch": 1.0,
"eval_gen_len": 122.123,
"eval_loss": 1.8751367330551147,
"eval_rouge1": 57.9286,
"eval_rouge2": 29.2743,
"eval_rougeL": 44.7181,
"eval_rougeLsum": 54.2295,
"eval_runtime": 1692.8237,
"eval_samples_per_second": 0.591,
"eval_steps_per_second": 0.148,
"step": 115
},
{
"epoch": 1.02,
"learning_rate": 0.00030209437808938845,
"loss": 0.1607,
"step": 117
},
{
"epoch": 1.04,
"learning_rate": 0.0002895301509892498,
"loss": 0.1423,
"step": 120
},
{
"epoch": 1.07,
"learning_rate": 0.0002769842915619544,
"loss": 0.1361,
"step": 123
},
{
"epoch": 1.1,
"learning_rate": 0.0002644788095080497,
"loss": 0.1438,
"step": 126
},
{
"epoch": 1.12,
"learning_rate": 0.00025203564369244956,
"loss": 0.1367,
"step": 129
},
{
"epoch": 1.15,
"learning_rate": 0.00023967662365621063,
"loss": 0.1333,
"step": 132
},
{
"epoch": 1.17,
"learning_rate": 0.0002274234313200997,
"loss": 0.1325,
"step": 135
},
{
"epoch": 1.2,
"learning_rate": 0.000215297562947137,
"loss": 0.1367,
"step": 138
},
{
"epoch": 1.23,
"learning_rate": 0.00020332029143084668,
"loss": 0.1309,
"step": 141
},
{
"epoch": 1.25,
"learning_rate": 0.00019151262897537235,
"loss": 0.1356,
"step": 144
},
{
"epoch": 1.28,
"learning_rate": 0.00017989529023293153,
"loss": 0.128,
"step": 147
},
{
"epoch": 1.3,
"learning_rate": 0.00016848865596327673,
"loss": 0.1215,
"step": 150
},
{
"epoch": 1.33,
"learning_rate": 0.0001573127372789174,
"loss": 0.1244,
"step": 153
},
{
"epoch": 1.36,
"learning_rate": 0.00014638714053882856,
"loss": 0.1265,
"step": 156
},
{
"epoch": 1.38,
"learning_rate": 0.00013573103295223495,
"loss": 0.117,
"step": 159
},
{
"epoch": 1.41,
"learning_rate": 0.0001253631089528132,
"loss": 0.1216,
"step": 162
},
{
"epoch": 1.43,
"learning_rate": 0.0001153015574023025,
"loss": 0.1157,
"step": 165
},
{
"epoch": 1.46,
"learning_rate": 0.00010556402968106073,
"loss": 0.1197,
"step": 168
},
{
"epoch": 1.49,
"learning_rate": 9.616760872154511e-05,
"loss": 0.1227,
"step": 171
},
{
"epoch": 1.51,
"learning_rate": 8.712877903904379e-05,
"loss": 0.1156,
"step": 174
},
{
"epoch": 1.54,
"learning_rate": 7.846339781223482e-05,
"loss": 0.1198,
"step": 177
},
{
"epoch": 1.57,
"learning_rate": 7.018666706430662e-05,
"loss": 0.1192,
"step": 180
},
{
"epoch": 1.59,
"learning_rate": 6.231310699344282e-05,
"loss": 0.116,
"step": 183
},
{
"epoch": 1.62,
"learning_rate": 5.485653049946145e-05,
"loss": 0.119,
"step": 186
},
{
"epoch": 1.64,
"learning_rate": 4.7830018951294724e-05,
"loss": 0.1135,
"step": 189
},
{
"epoch": 1.67,
"learning_rate": 4.124589923782276e-05,
"loss": 0.1169,
"step": 192
},
{
"epoch": 1.7,
"learning_rate": 3.51157221423219e-05,
"loss": 0.115,
"step": 195
},
{
"epoch": 1.72,
"learning_rate": 2.945024207846589e-05,
"loss": 0.1156,
"step": 198
},
{
"epoch": 1.75,
"learning_rate": 2.425939822342968e-05,
"loss": 0.1157,
"step": 201
},
{
"epoch": 1.77,
"learning_rate": 1.9552297081195668e-05,
"loss": 0.1136,
"step": 204
},
{
"epoch": 1.8,
"learning_rate": 1.5337196506651038e-05,
"loss": 0.111,
"step": 207
},
{
"epoch": 1.83,
"learning_rate": 1.162149121850433e-05,
"loss": 0.113,
"step": 210
},
{
"epoch": 1.85,
"learning_rate": 8.411699826436147e-06,
"loss": 0.1098,
"step": 213
},
{
"epoch": 1.88,
"learning_rate": 5.7134533952425395e-06,
"loss": 0.1111,
"step": 216
},
{
"epoch": 1.9,
"learning_rate": 3.5314855660341646e-06,
"loss": 0.1098,
"step": 219
},
{
"epoch": 1.93,
"learning_rate": 1.869624251821089e-06,
"loss": 0.1111,
"step": 222
},
{
"epoch": 1.96,
"learning_rate": 7.307849220527406e-07,
"loss": 0.1121,
"step": 225
},
{
"epoch": 1.98,
"learning_rate": 1.1696548789369431e-07,
"loss": 0.1098,
"step": 228
},
{
"epoch": 2.0,
"eval_gen_len": 122.364,
"eval_loss": 2.1311135292053223,
"eval_rouge1": 58.1114,
"eval_rouge2": 29.339,
"eval_rougeL": 44.7611,
"eval_rougeLsum": 54.2823,
"eval_runtime": 1701.9255,
"eval_samples_per_second": 0.588,
"eval_steps_per_second": 0.147,
"step": 230
},
{
"epoch": 2.0,
"step": 230,
"total_flos": 2.7141869303916134e+17,
"train_loss": 0.16691997828690902,
"train_runtime": 19759.1358,
"train_samples_per_second": 2.98,
"train_steps_per_second": 0.012
}
],
"max_steps": 230,
"num_train_epochs": 2,
"total_flos": 2.7141869303916134e+17,
"trial_name": null,
"trial_params": null
}