kevinoli's picture
Training in progress, step 12500, checkpoint
03639ea verified
raw
history blame
10.6 kB
{
"best_metric": 0.5412191152572632,
"best_model_checkpoint": "./output/clip-finetuned-csu-p14-336-e3l57-l/checkpoint-12000",
"epoch": 1.3331911262798635,
"eval_steps": 500,
"global_step": 12500,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.05332764505119454,
"grad_norm": 414.62841796875,
"learning_rate": 4.911120591581342e-07,
"loss": 0.3812,
"step": 500
},
{
"epoch": 0.05332764505119454,
"eval_loss": 1.1163015365600586,
"eval_runtime": 61.8962,
"eval_samples_per_second": 15.946,
"eval_steps_per_second": 2.003,
"step": 500
},
{
"epoch": 0.10665529010238908,
"grad_norm": 34.08418655395508,
"learning_rate": 4.822241183162685e-07,
"loss": 0.2683,
"step": 1000
},
{
"epoch": 0.10665529010238908,
"eval_loss": 0.9684447646141052,
"eval_runtime": 61.821,
"eval_samples_per_second": 15.965,
"eval_steps_per_second": 2.006,
"step": 1000
},
{
"epoch": 0.1599829351535836,
"grad_norm": 350.4574890136719,
"learning_rate": 4.733361774744027e-07,
"loss": 0.2119,
"step": 1500
},
{
"epoch": 0.1599829351535836,
"eval_loss": 0.9099885821342468,
"eval_runtime": 61.9606,
"eval_samples_per_second": 15.929,
"eval_steps_per_second": 2.001,
"step": 1500
},
{
"epoch": 0.21331058020477817,
"grad_norm": 0.01787523180246353,
"learning_rate": 4.6444823663253695e-07,
"loss": 0.1889,
"step": 2000
},
{
"epoch": 0.21331058020477817,
"eval_loss": 0.8620074987411499,
"eval_runtime": 63.2824,
"eval_samples_per_second": 15.597,
"eval_steps_per_second": 1.959,
"step": 2000
},
{
"epoch": 0.2666382252559727,
"grad_norm": 118.66907501220703,
"learning_rate": 4.5556029579067116e-07,
"loss": 0.2071,
"step": 2500
},
{
"epoch": 0.2666382252559727,
"eval_loss": 0.791786253452301,
"eval_runtime": 63.7932,
"eval_samples_per_second": 15.472,
"eval_steps_per_second": 1.944,
"step": 2500
},
{
"epoch": 0.3199658703071672,
"grad_norm": 7.21087323185543e-09,
"learning_rate": 4.4667235494880547e-07,
"loss": 0.1588,
"step": 3000
},
{
"epoch": 0.3199658703071672,
"eval_loss": 0.7657254338264465,
"eval_runtime": 62.4738,
"eval_samples_per_second": 15.799,
"eval_steps_per_second": 1.985,
"step": 3000
},
{
"epoch": 0.37329351535836175,
"grad_norm": 0.0014836661284789443,
"learning_rate": 4.377844141069397e-07,
"loss": 0.1718,
"step": 3500
},
{
"epoch": 0.37329351535836175,
"eval_loss": 0.7610095739364624,
"eval_runtime": 63.9118,
"eval_samples_per_second": 15.443,
"eval_steps_per_second": 1.94,
"step": 3500
},
{
"epoch": 0.42662116040955633,
"grad_norm": 3.2739710807800293,
"learning_rate": 4.2889647326507393e-07,
"loss": 0.1113,
"step": 4000
},
{
"epoch": 0.42662116040955633,
"eval_loss": 0.7458393573760986,
"eval_runtime": 62.1803,
"eval_samples_per_second": 15.873,
"eval_steps_per_second": 1.994,
"step": 4000
},
{
"epoch": 0.47994880546075086,
"grad_norm": 1.788787841796875,
"learning_rate": 4.2000853242320814e-07,
"loss": 0.1313,
"step": 4500
},
{
"epoch": 0.47994880546075086,
"eval_loss": 0.7168156504631042,
"eval_runtime": 62.1477,
"eval_samples_per_second": 15.882,
"eval_steps_per_second": 1.995,
"step": 4500
},
{
"epoch": 0.5332764505119454,
"grad_norm": 4.031916250823997e-05,
"learning_rate": 4.1112059158134245e-07,
"loss": 0.1649,
"step": 5000
},
{
"epoch": 0.5332764505119454,
"eval_loss": 0.7019046545028687,
"eval_runtime": 62.2092,
"eval_samples_per_second": 15.866,
"eval_steps_per_second": 1.993,
"step": 5000
},
{
"epoch": 0.58660409556314,
"grad_norm": 3.883213139488362e-06,
"learning_rate": 4.0223265073947665e-07,
"loss": 0.1245,
"step": 5500
},
{
"epoch": 0.58660409556314,
"eval_loss": 0.6812178492546082,
"eval_runtime": 62.492,
"eval_samples_per_second": 15.794,
"eval_steps_per_second": 1.984,
"step": 5500
},
{
"epoch": 0.6399317406143344,
"grad_norm": 80.17021942138672,
"learning_rate": 3.933447098976109e-07,
"loss": 0.1286,
"step": 6000
},
{
"epoch": 0.6399317406143344,
"eval_loss": 0.6501584649085999,
"eval_runtime": 62.5236,
"eval_samples_per_second": 15.786,
"eval_steps_per_second": 1.983,
"step": 6000
},
{
"epoch": 0.693259385665529,
"grad_norm": 0.0001418297761119902,
"learning_rate": 3.8445676905574517e-07,
"loss": 0.1076,
"step": 6500
},
{
"epoch": 0.693259385665529,
"eval_loss": 0.6153982281684875,
"eval_runtime": 62.2927,
"eval_samples_per_second": 15.845,
"eval_steps_per_second": 1.991,
"step": 6500
},
{
"epoch": 0.7465870307167235,
"grad_norm": 5.804526495012396e-07,
"learning_rate": 3.755688282138794e-07,
"loss": 0.1477,
"step": 7000
},
{
"epoch": 0.7465870307167235,
"eval_loss": 0.6118016839027405,
"eval_runtime": 63.1588,
"eval_samples_per_second": 15.627,
"eval_steps_per_second": 1.963,
"step": 7000
},
{
"epoch": 0.7999146757679181,
"grad_norm": 2.66489315032959,
"learning_rate": 3.6668088737201363e-07,
"loss": 0.1315,
"step": 7500
},
{
"epoch": 0.7999146757679181,
"eval_loss": 0.601563036441803,
"eval_runtime": 62.9163,
"eval_samples_per_second": 15.688,
"eval_steps_per_second": 1.971,
"step": 7500
},
{
"epoch": 0.8532423208191127,
"grad_norm": 851.2547607421875,
"learning_rate": 3.5779294653014783e-07,
"loss": 0.1413,
"step": 8000
},
{
"epoch": 0.8532423208191127,
"eval_loss": 0.584888756275177,
"eval_runtime": 62.6735,
"eval_samples_per_second": 15.748,
"eval_steps_per_second": 1.979,
"step": 8000
},
{
"epoch": 0.9065699658703071,
"grad_norm": 6.041275628376752e-05,
"learning_rate": 3.4890500568828214e-07,
"loss": 0.124,
"step": 8500
},
{
"epoch": 0.9065699658703071,
"eval_loss": 0.5766209363937378,
"eval_runtime": 63.3493,
"eval_samples_per_second": 15.58,
"eval_steps_per_second": 1.957,
"step": 8500
},
{
"epoch": 0.9598976109215017,
"grad_norm": 3.0901598930358887,
"learning_rate": 3.4001706484641635e-07,
"loss": 0.1215,
"step": 9000
},
{
"epoch": 0.9598976109215017,
"eval_loss": 0.5558739304542542,
"eval_runtime": 63.0862,
"eval_samples_per_second": 15.645,
"eval_steps_per_second": 1.966,
"step": 9000
},
{
"epoch": 1.0132252559726962,
"grad_norm": 2509.93212890625,
"learning_rate": 3.311291240045506e-07,
"loss": 0.131,
"step": 9500
},
{
"epoch": 1.0132252559726962,
"eval_loss": 0.563326358795166,
"eval_runtime": 62.3607,
"eval_samples_per_second": 15.827,
"eval_steps_per_second": 1.988,
"step": 9500
},
{
"epoch": 1.0665529010238908,
"grad_norm": 32.05735778808594,
"learning_rate": 3.2224118316268486e-07,
"loss": 0.0348,
"step": 10000
},
{
"epoch": 1.0665529010238908,
"eval_loss": 0.553093671798706,
"eval_runtime": 62.9895,
"eval_samples_per_second": 15.669,
"eval_steps_per_second": 1.969,
"step": 10000
},
{
"epoch": 1.1198805460750854,
"grad_norm": 0.004324838053435087,
"learning_rate": 3.133532423208191e-07,
"loss": 0.0687,
"step": 10500
},
{
"epoch": 1.1198805460750854,
"eval_loss": 0.5494681000709534,
"eval_runtime": 62.3211,
"eval_samples_per_second": 15.837,
"eval_steps_per_second": 1.99,
"step": 10500
},
{
"epoch": 1.17320819112628,
"grad_norm": 0.09391242265701294,
"learning_rate": 3.044653014789533e-07,
"loss": 0.0749,
"step": 11000
},
{
"epoch": 1.17320819112628,
"eval_loss": 0.5473881363868713,
"eval_runtime": 62.3454,
"eval_samples_per_second": 15.831,
"eval_steps_per_second": 1.989,
"step": 11000
},
{
"epoch": 1.2265358361774745,
"grad_norm": 1.9322777752850406e-11,
"learning_rate": 2.955773606370876e-07,
"loss": 0.1083,
"step": 11500
},
{
"epoch": 1.2265358361774745,
"eval_loss": 0.541618287563324,
"eval_runtime": 63.1868,
"eval_samples_per_second": 15.62,
"eval_steps_per_second": 1.962,
"step": 11500
},
{
"epoch": 1.2798634812286689,
"grad_norm": 0.0002804399700835347,
"learning_rate": 2.8668941979522184e-07,
"loss": 0.0485,
"step": 12000
},
{
"epoch": 1.2798634812286689,
"eval_loss": 0.5412191152572632,
"eval_runtime": 62.9217,
"eval_samples_per_second": 15.686,
"eval_steps_per_second": 1.971,
"step": 12000
},
{
"epoch": 1.3331911262798635,
"grad_norm": 8.90180089641035e-08,
"learning_rate": 2.778014789533561e-07,
"loss": 0.0449,
"step": 12500
},
{
"epoch": 1.3331911262798635,
"eval_loss": 0.5510581731796265,
"eval_runtime": 62.525,
"eval_samples_per_second": 15.786,
"eval_steps_per_second": 1.983,
"step": 12500
}
],
"logging_steps": 500,
"max_steps": 28128,
"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": false
},
"attributes": {}
}
},
"total_flos": 4497698907452520.0,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}