FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1686.8         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  26.407         	|63             	|  1663.6         	|  98.629         	|
run_training_batch                 	|  0.20357        	|8000           	|  1628.5         	|  96.548         	|
training_step_and_backward         	|  0.19231        	|8000           	|  1538.5         	|  91.21          	|
model_forward                      	|  0.10728        	|8000           	|  858.24         	|  50.881         	|
training_step                      	|  0.10715        	|8000           	|  857.18         	|  50.818         	|
backward                           	|  0.08485        	|8000           	|  678.8          	|  40.243         	|
optimizer_step_with_closure_0      	|  0.25119        	|1000           	|  251.19         	|  14.892         	|
get_train_batch                    	|  0.0022673      	|8063           	|  18.281         	|  1.0838         	|
fetch_next_train_batch             	|  0.0022504      	|8063           	|  18.145         	|  1.0757         	|
on_train_batch_end                 	|  0.0010924      	|8000           	|  8.7392         	|  0.5181         	|
training_batch_to_device           	|  0.00021675     	|8000           	|  1.734          	|  0.1028         	|
zero_grad                          	|  0.0013115      	|1000           	|  1.3115         	|  0.07775        	|
on_train_batch_start               	|  9.0114e-05     	|8000           	|  0.72091        	|  0.042739       	|
on_batch_start                     	|  1.4631e-05     	|8000           	|  0.11705        	|  0.0069394      	|
on_before_backward                 	|  1.3528e-05     	|8000           	|  0.10822        	|  0.0064159      	|
on_batch_end                       	|  1.2972e-05     	|8000           	|  0.10377        	|  0.0061523      	|
on_after_backward                  	|  1.1464e-05     	|8000           	|  0.09171        	|  0.0054371      	|
training_step_end                  	|  5.6584e-06     	|8000           	|  0.045267       	|  0.0026837      	|
on_train_end                       	|  0.025703       	|1              	|  0.025703       	|  0.0015238      	|
on_pretrain_routine_start          	|  0.022936       	|1              	|  0.022936       	|  0.0013598      	|
on_train_epoch_start               	|  0.00030887     	|63             	|  0.019459       	|  0.0011536      	|
on_train_epoch_end                 	|  0.00027041     	|63             	|  0.017036       	|  0.00101        	|
on_before_zero_grad                	|  1.5122e-05     	|1000           	|  0.015122       	|  0.00089652     	|
on_before_optimizer_step           	|  1.1744e-05     	|1000           	|  0.011744       	|  0.00069622     	|
configure_optimizers               	|  0.0082381      	|1              	|  0.0082381      	|  0.0004884      	|
on_train_start                     	|  0.00077061     	|1              	|  0.00077061     	|  4.5686e-05     	|
on_epoch_start                     	|  1.1044e-05     	|63             	|  0.0006958      	|  4.1251e-05     	|
on_epoch_end                       	|  1.0734e-05     	|63             	|  0.00067627     	|  4.0093e-05     	|
on_fit_end                         	|  2.2972e-05     	|1              	|  2.2972e-05     	|  1.3619e-06     	|
setup                              	|  2.2472e-05     	|1              	|  2.2472e-05     	|  1.3322e-06     	|
on_before_accelerator_backend_setup	|  1.6611e-05     	|1              	|  1.6611e-05     	|  9.8477e-07     	|
on_fit_start                       	|  1.611e-05      	|1              	|  1.611e-05      	|  9.5508e-07     	|
on_configure_sharded_model         	|  1.5178e-05     	|1              	|  1.5178e-05     	|  8.9983e-07     	|
teardown                           	|  1.085e-05      	|1              	|  1.085e-05      	|  6.4324e-07     	|
on_pretrain_routine_end            	|  9.658e-06      	|1              	|  9.658e-06      	|  5.7258e-07     	|
prepare_data                       	|  7.4541e-06     	|1              	|  7.4541e-06     	|  4.4192e-07     	|
configure_callbacks                	|  5.791e-06      	|1              	|  5.791e-06      	|  3.4332e-07     	|
on_train_dataloader                	|  5.079e-06      	|1              	|  5.079e-06      	|  3.0111e-07     	|
configure_sharded_model            	|  4.9691e-06     	|1              	|  4.9691e-06     	|  2.9459e-07     	|
on_val_dataloader                  	|  4.6878e-06     	|1              	|  4.6878e-06     	|  2.7792e-07     	|
