kevinoli's picture
End of training
ebbb7b1 verified
raw
history blame
No virus
13.6 kB
{
"best_metric": 0.5308398008346558,
"best_model_checkpoint": "./output/clip-finetuned-csu-p14-336-e3l57-l/checkpoint-16000",
"epoch": 3.0,
"eval_steps": 500,
"global_step": 16284,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.09211495946941783,
"grad_norm": 2.6780805587768555,
"learning_rate": 4.84647506755097e-07,
"loss": 0.2705,
"step": 500
},
{
"epoch": 0.09211495946941783,
"eval_loss": 1.0680681467056274,
"eval_runtime": 74.5723,
"eval_samples_per_second": 16.186,
"eval_steps_per_second": 2.025,
"step": 500
},
{
"epoch": 0.18422991893883567,
"grad_norm": 8.301130294799805,
"learning_rate": 4.69295013510194e-07,
"loss": 0.2545,
"step": 1000
},
{
"epoch": 0.18422991893883567,
"eval_loss": 0.9443553686141968,
"eval_runtime": 74.9643,
"eval_samples_per_second": 16.101,
"eval_steps_per_second": 2.014,
"step": 1000
},
{
"epoch": 0.2763448784082535,
"grad_norm": 0.018898434937000275,
"learning_rate": 4.5394252026529107e-07,
"loss": 0.234,
"step": 1500
},
{
"epoch": 0.2763448784082535,
"eval_loss": 0.876915693283081,
"eval_runtime": 75.6401,
"eval_samples_per_second": 15.957,
"eval_steps_per_second": 1.996,
"step": 1500
},
{
"epoch": 0.36845983787767134,
"grad_norm": 0.00010984255641233176,
"learning_rate": 4.385900270203881e-07,
"loss": 0.1539,
"step": 2000
},
{
"epoch": 0.36845983787767134,
"eval_loss": 0.8415330648422241,
"eval_runtime": 76.9959,
"eval_samples_per_second": 15.676,
"eval_steps_per_second": 1.961,
"step": 2000
},
{
"epoch": 0.46057479734708917,
"grad_norm": 395.890625,
"learning_rate": 4.232375337754851e-07,
"loss": 0.1766,
"step": 2500
},
{
"epoch": 0.46057479734708917,
"eval_loss": 0.7660450339317322,
"eval_runtime": 76.733,
"eval_samples_per_second": 15.73,
"eval_steps_per_second": 1.968,
"step": 2500
},
{
"epoch": 0.552689756816507,
"grad_norm": 363.6924743652344,
"learning_rate": 4.0788504053058217e-07,
"loss": 0.1679,
"step": 3000
},
{
"epoch": 0.552689756816507,
"eval_loss": 0.7269155383110046,
"eval_runtime": 76.7928,
"eval_samples_per_second": 15.718,
"eval_steps_per_second": 1.966,
"step": 3000
},
{
"epoch": 0.6448047162859248,
"grad_norm": 28.914026260375977,
"learning_rate": 3.925325472856792e-07,
"loss": 0.1104,
"step": 3500
},
{
"epoch": 0.6448047162859248,
"eval_loss": 0.7097663283348083,
"eval_runtime": 76.6897,
"eval_samples_per_second": 15.739,
"eval_steps_per_second": 1.969,
"step": 3500
},
{
"epoch": 0.7369196757553427,
"grad_norm": 116.85651397705078,
"learning_rate": 3.771800540407762e-07,
"loss": 0.1367,
"step": 4000
},
{
"epoch": 0.7369196757553427,
"eval_loss": 0.6968969106674194,
"eval_runtime": 77.1872,
"eval_samples_per_second": 15.637,
"eval_steps_per_second": 1.956,
"step": 4000
},
{
"epoch": 0.8290346352247605,
"grad_norm": 391.0343322753906,
"learning_rate": 3.618275607958732e-07,
"loss": 0.1129,
"step": 4500
},
{
"epoch": 0.8290346352247605,
"eval_loss": 0.6776800751686096,
"eval_runtime": 75.0351,
"eval_samples_per_second": 16.086,
"eval_steps_per_second": 2.012,
"step": 4500
},
{
"epoch": 0.9211495946941783,
"grad_norm": 2.0514346033451147e-05,
"learning_rate": 3.464750675509703e-07,
"loss": 0.1125,
"step": 5000
},
{
"epoch": 0.9211495946941783,
"eval_loss": 0.6658498048782349,
"eval_runtime": 77.111,
"eval_samples_per_second": 15.653,
"eval_steps_per_second": 1.958,
"step": 5000
},
{
"epoch": 1.013264554163596,
"grad_norm": 0.000568103976547718,
"learning_rate": 3.311225743060673e-07,
"loss": 0.1071,
"step": 5500
},
{
"epoch": 1.013264554163596,
"eval_loss": 0.6465296149253845,
"eval_runtime": 75.2951,
"eval_samples_per_second": 16.03,
"eval_steps_per_second": 2.005,
"step": 5500
},
{
"epoch": 1.105379513633014,
"grad_norm": 0.02698369137942791,
"learning_rate": 3.157700810611643e-07,
"loss": 0.0553,
"step": 6000
},
{
"epoch": 1.105379513633014,
"eval_loss": 0.6357071995735168,
"eval_runtime": 76.6726,
"eval_samples_per_second": 15.742,
"eval_steps_per_second": 1.969,
"step": 6000
},
{
"epoch": 1.1974944731024317,
"grad_norm": 0.0005627564387395978,
"learning_rate": 3.0041758781626137e-07,
"loss": 0.0729,
"step": 6500
},
{
"epoch": 1.1974944731024317,
"eval_loss": 0.628384530544281,
"eval_runtime": 75.6565,
"eval_samples_per_second": 15.954,
"eval_steps_per_second": 1.996,
"step": 6500
},
{
"epoch": 1.2896094325718497,
"grad_norm": 4.7338733111246256e-07,
"learning_rate": 2.8506509457135833e-07,
"loss": 0.0476,
"step": 7000
},
{
"epoch": 1.2896094325718497,
"eval_loss": 0.6259528994560242,
"eval_runtime": 75.2674,
"eval_samples_per_second": 16.036,
"eval_steps_per_second": 2.006,
"step": 7000
},
{
"epoch": 1.3817243920412676,
"grad_norm": 28.43704605102539,
"learning_rate": 2.697126013264554e-07,
"loss": 0.0756,
"step": 7500
},
{
"epoch": 1.3817243920412676,
"eval_loss": 0.6102285981178284,
"eval_runtime": 76.1062,
"eval_samples_per_second": 15.859,
"eval_steps_per_second": 1.984,
"step": 7500
},
{
"epoch": 1.4738393515106853,
"grad_norm": 0.0002958567056339234,
"learning_rate": 2.5436010808155247e-07,
"loss": 0.0797,
"step": 8000
},
{
"epoch": 1.4738393515106853,
"eval_loss": 0.6023213267326355,
"eval_runtime": 75.1644,
"eval_samples_per_second": 16.058,
"eval_steps_per_second": 2.009,
"step": 8000
},
{
"epoch": 1.565954310980103,
"grad_norm": 0.0021068258211016655,
"learning_rate": 2.390076148366495e-07,
"loss": 0.0536,
"step": 8500
},
{
"epoch": 1.565954310980103,
"eval_loss": 0.5879408121109009,
"eval_runtime": 76.0196,
"eval_samples_per_second": 15.877,
"eval_steps_per_second": 1.986,
"step": 8500
},
{
"epoch": 1.658069270449521,
"grad_norm": 4.1152270569000393e-07,
"learning_rate": 2.236551215917465e-07,
"loss": 0.0784,
"step": 9000
},
{
"epoch": 1.658069270449521,
"eval_loss": 0.5879626274108887,
"eval_runtime": 75.6453,
"eval_samples_per_second": 15.956,
"eval_steps_per_second": 1.996,
"step": 9000
},
{
"epoch": 1.750184229918939,
"grad_norm": 2.4213447913368213e-10,
"learning_rate": 2.083026283468435e-07,
"loss": 0.0703,
"step": 9500
},
{
"epoch": 1.750184229918939,
"eval_loss": 0.5665237307548523,
"eval_runtime": 74.9732,
"eval_samples_per_second": 16.099,
"eval_steps_per_second": 2.014,
"step": 9500
},
{
"epoch": 1.8422991893883567,
"grad_norm": 5.074160799267702e-05,
"learning_rate": 1.9295013510194055e-07,
"loss": 0.0551,
"step": 10000
},
{
"epoch": 1.8422991893883567,
"eval_loss": 0.5670996308326721,
"eval_runtime": 75.902,
"eval_samples_per_second": 15.902,
"eval_steps_per_second": 1.989,
"step": 10000
},
{
"epoch": 1.9344141488577744,
"grad_norm": 6.560769350016926e-08,
"learning_rate": 1.7759764185703757e-07,
"loss": 0.0852,
"step": 10500
},
{
"epoch": 1.9344141488577744,
"eval_loss": 0.5694836974143982,
"eval_runtime": 76.048,
"eval_samples_per_second": 15.872,
"eval_steps_per_second": 1.986,
"step": 10500
},
{
"epoch": 2.026529108327192,
"grad_norm": 4.498223916016286e-06,
"learning_rate": 1.6224514861213458e-07,
"loss": 0.0546,
"step": 11000
},
{
"epoch": 2.026529108327192,
"eval_loss": 0.555758535861969,
"eval_runtime": 74.9986,
"eval_samples_per_second": 16.094,
"eval_steps_per_second": 2.013,
"step": 11000
},
{
"epoch": 2.1186440677966103,
"grad_norm": 273.0765380859375,
"learning_rate": 1.4689265536723165e-07,
"loss": 0.0369,
"step": 11500
},
{
"epoch": 2.1186440677966103,
"eval_loss": 0.5532959699630737,
"eval_runtime": 74.8225,
"eval_samples_per_second": 16.132,
"eval_steps_per_second": 2.018,
"step": 11500
},
{
"epoch": 2.210759027266028,
"grad_norm": 0.9755889773368835,
"learning_rate": 1.3154016212232866e-07,
"loss": 0.0205,
"step": 12000
},
{
"epoch": 2.210759027266028,
"eval_loss": 0.5498348474502563,
"eval_runtime": 76.4506,
"eval_samples_per_second": 15.788,
"eval_steps_per_second": 1.975,
"step": 12000
},
{
"epoch": 2.3028739867354457,
"grad_norm": 2.7215068340301514,
"learning_rate": 1.1618766887742569e-07,
"loss": 0.0673,
"step": 12500
},
{
"epoch": 2.3028739867354457,
"eval_loss": 0.5445749759674072,
"eval_runtime": 74.9944,
"eval_samples_per_second": 16.095,
"eval_steps_per_second": 2.013,
"step": 12500
},
{
"epoch": 2.3949889462048635,
"grad_norm": 0.0005020984681323171,
"learning_rate": 1.0083517563252273e-07,
"loss": 0.0509,
"step": 13000
},
{
"epoch": 2.3949889462048635,
"eval_loss": 0.5434286594390869,
"eval_runtime": 75.0908,
"eval_samples_per_second": 16.074,
"eval_steps_per_second": 2.011,
"step": 13000
},
{
"epoch": 2.4871039056742816,
"grad_norm": 0.00025747253675945103,
"learning_rate": 8.548268238761974e-08,
"loss": 0.0447,
"step": 13500
},
{
"epoch": 2.4871039056742816,
"eval_loss": 0.540378749370575,
"eval_runtime": 76.2972,
"eval_samples_per_second": 15.82,
"eval_steps_per_second": 1.979,
"step": 13500
},
{
"epoch": 2.5792188651436994,
"grad_norm": 0.01660293899476528,
"learning_rate": 7.013018914271677e-08,
"loss": 0.0246,
"step": 14000
},
{
"epoch": 2.5792188651436994,
"eval_loss": 0.5360240936279297,
"eval_runtime": 74.959,
"eval_samples_per_second": 16.102,
"eval_steps_per_second": 2.014,
"step": 14000
},
{
"epoch": 2.671333824613117,
"grad_norm": 4.063962055766979e-09,
"learning_rate": 5.47776958978138e-08,
"loss": 0.0395,
"step": 14500
},
{
"epoch": 2.671333824613117,
"eval_loss": 0.533521294593811,
"eval_runtime": 75.1953,
"eval_samples_per_second": 16.052,
"eval_steps_per_second": 2.008,
"step": 14500
},
{
"epoch": 2.7634487840825352,
"grad_norm": 8.483572173645371e-07,
"learning_rate": 3.942520265291083e-08,
"loss": 0.0436,
"step": 15000
},
{
"epoch": 2.7634487840825352,
"eval_loss": 0.5332146286964417,
"eval_runtime": 76.4165,
"eval_samples_per_second": 15.795,
"eval_steps_per_second": 1.976,
"step": 15000
},
{
"epoch": 2.855563743551953,
"grad_norm": 5.3192995147499644e-11,
"learning_rate": 2.407270940800786e-08,
"loss": 0.0398,
"step": 15500
},
{
"epoch": 2.855563743551953,
"eval_loss": 0.5320385098457336,
"eval_runtime": 74.9122,
"eval_samples_per_second": 16.112,
"eval_steps_per_second": 2.016,
"step": 15500
},
{
"epoch": 2.9476787030213707,
"grad_norm": 3.756736993789673,
"learning_rate": 8.720216163104888e-09,
"loss": 0.0427,
"step": 16000
},
{
"epoch": 2.9476787030213707,
"eval_loss": 0.5308398008346558,
"eval_runtime": 75.4523,
"eval_samples_per_second": 15.997,
"eval_steps_per_second": 2.001,
"step": 16000
},
{
"epoch": 3.0,
"step": 16284,
"total_flos": 5859024508620360.0,
"train_loss": 0.09254846921924056,
"train_runtime": 12421.3924,
"train_samples_per_second": 2.622,
"train_steps_per_second": 1.311
}
],
"logging_steps": 500,
"max_steps": 16284,
"num_input_tokens_seen": 0,
"num_train_epochs": 3,
"save_steps": 500,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 5859024508620360.0,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}