kevinoli's picture
Training in progress, step 22000, checkpoint
f6d13eb verified
raw
history blame
No virus
18.1 kB
{
"best_metric": 0.4830440580844879,
"best_model_checkpoint": "./output/clip-finetuned-csu-p14-336-e3l57-l/checkpoint-20000",
"epoch": 2.34641638225256,
"eval_steps": 500,
"global_step": 22000,
"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
},
{
"epoch": 1.386518771331058,
"grad_norm": 1.0178096429905303e-12,
"learning_rate": 2.689135381114903e-07,
"loss": 0.0847,
"step": 13000
},
{
"epoch": 1.386518771331058,
"eval_loss": 0.5492247939109802,
"eval_runtime": 62.8314,
"eval_samples_per_second": 15.709,
"eval_steps_per_second": 1.974,
"step": 13000
},
{
"epoch": 1.4398464163822526,
"grad_norm": 0.06238893046975136,
"learning_rate": 2.600255972696246e-07,
"loss": 0.0702,
"step": 13500
},
{
"epoch": 1.4398464163822526,
"eval_loss": 0.5508909821510315,
"eval_runtime": 63.08,
"eval_samples_per_second": 15.647,
"eval_steps_per_second": 1.966,
"step": 13500
},
{
"epoch": 1.493174061433447,
"grad_norm": 3.558750449883519e-08,
"learning_rate": 2.511376564277588e-07,
"loss": 0.0487,
"step": 14000
},
{
"epoch": 1.493174061433447,
"eval_loss": 0.544665515422821,
"eval_runtime": 62.2772,
"eval_samples_per_second": 15.849,
"eval_steps_per_second": 1.991,
"step": 14000
},
{
"epoch": 1.5465017064846416,
"grad_norm": 0.29742875695228577,
"learning_rate": 2.422497155858931e-07,
"loss": 0.072,
"step": 14500
},
{
"epoch": 1.5465017064846416,
"eval_loss": 0.5490172505378723,
"eval_runtime": 62.363,
"eval_samples_per_second": 15.827,
"eval_steps_per_second": 1.988,
"step": 14500
},
{
"epoch": 1.5998293515358362,
"grad_norm": 664.765380859375,
"learning_rate": 2.333617747440273e-07,
"loss": 0.0325,
"step": 15000
},
{
"epoch": 1.5998293515358362,
"eval_loss": 0.5443011522293091,
"eval_runtime": 62.1023,
"eval_samples_per_second": 15.893,
"eval_steps_per_second": 1.997,
"step": 15000
},
{
"epoch": 1.6531569965870307,
"grad_norm": 0.0024932425003498793,
"learning_rate": 2.2447383390216154e-07,
"loss": 0.0894,
"step": 15500
},
{
"epoch": 1.6531569965870307,
"eval_loss": 0.5264189839363098,
"eval_runtime": 62.2333,
"eval_samples_per_second": 15.86,
"eval_steps_per_second": 1.993,
"step": 15500
},
{
"epoch": 1.7064846416382253,
"grad_norm": 1.1819661855697632,
"learning_rate": 2.155858930602958e-07,
"loss": 0.0503,
"step": 16000
},
{
"epoch": 1.7064846416382253,
"eval_loss": 0.52089524269104,
"eval_runtime": 62.2763,
"eval_samples_per_second": 15.849,
"eval_steps_per_second": 1.991,
"step": 16000
},
{
"epoch": 1.75981228668942,
"grad_norm": 9.822515023572009e-11,
"learning_rate": 2.0669795221843002e-07,
"loss": 0.0568,
"step": 16500
},
{
"epoch": 1.75981228668942,
"eval_loss": 0.5083423852920532,
"eval_runtime": 63.6327,
"eval_samples_per_second": 15.511,
"eval_steps_per_second": 1.949,
"step": 16500
},
{
"epoch": 1.8131399317406145,
"grad_norm": 9.34051013617987e-13,
"learning_rate": 1.9781001137656428e-07,
"loss": 0.0589,
"step": 17000
},
{
"epoch": 1.8131399317406145,
"eval_loss": 0.5093010067939758,
"eval_runtime": 62.0049,
"eval_samples_per_second": 15.918,
"eval_steps_per_second": 2.0,
"step": 17000
},
{
"epoch": 1.8664675767918089,
"grad_norm": 0.00014494755305349827,
"learning_rate": 1.889220705346985e-07,
"loss": 0.0892,
"step": 17500
},
{
"epoch": 1.8664675767918089,
"eval_loss": 0.4983443319797516,
"eval_runtime": 62.0795,
"eval_samples_per_second": 15.899,
"eval_steps_per_second": 1.997,
"step": 17500
},
{
"epoch": 1.9197952218430034,
"grad_norm": 1.963637918933614e-09,
"learning_rate": 1.8003412969283277e-07,
"loss": 0.0584,
"step": 18000
},
{
"epoch": 1.9197952218430034,
"eval_loss": 0.48863324522972107,
"eval_runtime": 63.6145,
"eval_samples_per_second": 15.515,
"eval_steps_per_second": 1.949,
"step": 18000
},
{
"epoch": 1.9731228668941978,
"grad_norm": 386.5431823730469,
"learning_rate": 1.7114618885096697e-07,
"loss": 0.063,
"step": 18500
},
{
"epoch": 1.9731228668941978,
"eval_loss": 0.4945463240146637,
"eval_runtime": 62.2077,
"eval_samples_per_second": 15.866,
"eval_steps_per_second": 1.993,
"step": 18500
},
{
"epoch": 2.0264505119453924,
"grad_norm": 0.10051131248474121,
"learning_rate": 1.6225824800910123e-07,
"loss": 0.0493,
"step": 19000
},
{
"epoch": 2.0264505119453924,
"eval_loss": 0.4956463575363159,
"eval_runtime": 62.1433,
"eval_samples_per_second": 15.883,
"eval_steps_per_second": 1.995,
"step": 19000
},
{
"epoch": 2.079778156996587,
"grad_norm": 1.1283660569461063e-05,
"learning_rate": 1.533703071672355e-07,
"loss": 0.0246,
"step": 19500
},
{
"epoch": 2.079778156996587,
"eval_loss": 0.48714280128479004,
"eval_runtime": 63.7786,
"eval_samples_per_second": 15.475,
"eval_steps_per_second": 1.944,
"step": 19500
},
{
"epoch": 2.1331058020477816,
"grad_norm": 2.3514085114584304e-06,
"learning_rate": 1.4448236632536972e-07,
"loss": 0.0385,
"step": 20000
},
{
"epoch": 2.1331058020477816,
"eval_loss": 0.4830440580844879,
"eval_runtime": 62.2754,
"eval_samples_per_second": 15.849,
"eval_steps_per_second": 1.991,
"step": 20000
},
{
"epoch": 2.186433447098976,
"grad_norm": 0.045034199953079224,
"learning_rate": 1.3559442548350398e-07,
"loss": 0.0574,
"step": 20500
},
{
"epoch": 2.186433447098976,
"eval_loss": 0.4848896861076355,
"eval_runtime": 62.2583,
"eval_samples_per_second": 15.853,
"eval_steps_per_second": 1.992,
"step": 20500
},
{
"epoch": 2.2397610921501707,
"grad_norm": 0.001391001744195819,
"learning_rate": 1.267064846416382e-07,
"loss": 0.039,
"step": 21000
},
{
"epoch": 2.2397610921501707,
"eval_loss": 0.4871656596660614,
"eval_runtime": 62.0998,
"eval_samples_per_second": 15.894,
"eval_steps_per_second": 1.997,
"step": 21000
},
{
"epoch": 2.2930887372013653,
"grad_norm": 8.033894971504196e-08,
"learning_rate": 1.1781854379977247e-07,
"loss": 0.0653,
"step": 21500
},
{
"epoch": 2.2930887372013653,
"eval_loss": 0.4837980270385742,
"eval_runtime": 63.2915,
"eval_samples_per_second": 15.595,
"eval_steps_per_second": 1.959,
"step": 21500
},
{
"epoch": 2.34641638225256,
"grad_norm": 2.780315089268015e-09,
"learning_rate": 1.0893060295790671e-07,
"loss": 0.0325,
"step": 22000
},
{
"epoch": 2.34641638225256,
"eval_loss": 0.4875977635383606,
"eval_runtime": 61.9485,
"eval_samples_per_second": 15.933,
"eval_steps_per_second": 2.002,
"step": 22000
}
],
"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": 7915403244422520.0,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}