16-clusters-imbalanced-14 / trainer_state.json
MHGanainy's picture
MHGanainy/16-clusters-imbalanced-14
3802db6 verified
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 1.0,
"eval_steps": 500,
"global_step": 2271,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.044033465433729636,
"grad_norm": 0.2539120316505432,
"learning_rate": 6.666666666666667e-06,
"loss": 2.3905,
"step": 100
},
{
"epoch": 0.08806693086745927,
"grad_norm": 0.18973161280155182,
"learning_rate": 1.3333333333333333e-05,
"loss": 2.3635,
"step": 200
},
{
"epoch": 0.13210039630118892,
"grad_norm": 0.33373120427131653,
"learning_rate": 2e-05,
"loss": 2.3032,
"step": 300
},
{
"epoch": 0.17613386173491855,
"grad_norm": 0.5147584676742554,
"learning_rate": 1.9873241569449534e-05,
"loss": 2.2076,
"step": 400
},
{
"epoch": 0.22016732716864817,
"grad_norm": 0.7373507022857666,
"learning_rate": 1.9496179817741254e-05,
"loss": 2.0565,
"step": 500
},
{
"epoch": 0.26420079260237783,
"grad_norm": 0.8075642585754395,
"learning_rate": 1.8878373896048594e-05,
"loss": 1.9512,
"step": 600
},
{
"epoch": 0.30823425803610743,
"grad_norm": 0.841400146484375,
"learning_rate": 1.803548622617526e-05,
"loss": 1.9705,
"step": 700
},
{
"epoch": 0.3522677234698371,
"grad_norm": 0.8930725455284119,
"learning_rate": 1.6988885431753952e-05,
"loss": 1.9029,
"step": 800
},
{
"epoch": 0.3963011889035667,
"grad_norm": 1.2450770139694214,
"learning_rate": 1.576510460760741e-05,
"loss": 1.877,
"step": 900
},
{
"epoch": 0.44033465433729635,
"grad_norm": 1.1327598094940186,
"learning_rate": 1.4395168661056955e-05,
"loss": 1.8358,
"step": 1000
},
{
"epoch": 0.484368119771026,
"grad_norm": 0.9410036206245422,
"learning_rate": 1.291380777821046e-05,
"loss": 1.794,
"step": 1100
},
{
"epoch": 0.5284015852047557,
"grad_norm": 1.0832405090332031,
"learning_rate": 1.135857695518563e-05,
"loss": 1.8101,
"step": 1200
},
{
"epoch": 0.5724350506384852,
"grad_norm": 0.9094879627227783,
"learning_rate": 9.768903915636521e-06,
"loss": 1.7717,
"step": 1300
},
{
"epoch": 0.6164685160722149,
"grad_norm": 1.0884590148925781,
"learning_rate": 8.185089551479471e-06,
"loss": 1.7574,
"step": 1400
},
{
"epoch": 0.6605019815059445,
"grad_norm": 1.038459062576294,
"learning_rate": 6.64728622733124e-06,
"loss": 1.7631,
"step": 1500
},
{
"epoch": 0.7045354469396742,
"grad_norm": 1.1634732484817505,
"learning_rate": 5.194479850364697e-06,
"loss": 1.7296,
"step": 1600
},
{
"epoch": 0.7485689123734038,
"grad_norm": 1.2946337461471558,
"learning_rate": 3.8635015118274364e-06,
"loss": 1.7421,
"step": 1700
},
{
"epoch": 0.7926023778071334,
"grad_norm": 1.4221519231796265,
"learning_rate": 2.6880937567773903e-06,
"loss": 1.7738,
"step": 1800
},
{
"epoch": 0.836635843240863,
"grad_norm": 1.1156340837478638,
"learning_rate": 1.698055153671957e-06,
"loss": 1.7244,
"step": 1900
},
{
"epoch": 0.8806693086745927,
"grad_norm": 1.144950032234192,
"learning_rate": 9.184848504139409e-07,
"loss": 1.7987,
"step": 2000
},
{
"epoch": 0.9247027741083224,
"grad_norm": 1.3288109302520752,
"learning_rate": 3.6914626863229e-07,
"loss": 1.7435,
"step": 2100
},
{
"epoch": 0.968736239542052,
"grad_norm": 1.1599087715148926,
"learning_rate": 6.396606762049674e-08,
"loss": 1.7227,
"step": 2200
},
{
"epoch": 1.0,
"step": 2271,
"total_flos": 4.12623063416832e+16,
"train_loss": 1.9041457484861346,
"train_runtime": 710.2567,
"train_samples_per_second": 6.393,
"train_steps_per_second": 3.197
}
],
"logging_steps": 100,
"max_steps": 2271,
"num_input_tokens_seen": 0,
"num_train_epochs": 1,
"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": 4.12623063416832e+16,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}