FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  423.94         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  6.4278         	|63             	|  404.95         	|  95.522         	|
run_training_batch                 	|  0.28089        	|1000           	|  280.89         	|  66.257         	|
optimizer_step_with_closure_0      	|  0.27766        	|1000           	|  277.66         	|  65.495         	|
training_step_and_backward         	|  0.2123         	|1000           	|  212.3          	|  50.077         	|
model_forward                      	|  0.10758        	|1000           	|  107.58         	|  25.375         	|
training_step                      	|  0.10739        	|1000           	|  107.39         	|  25.33          	|
backward                           	|  0.10317        	|1000           	|  103.17         	|  24.336         	|
get_train_batch                    	|  0.029206       	|1063           	|  31.046         	|  7.3232         	|
fetch_next_train_batch             	|  0.029182       	|1063           	|  31.021         	|  7.3173         	|
on_train_batch_end                 	|  0.0021485      	|1000           	|  2.1485         	|  0.5068         	|
zero_grad                          	|  0.0015133      	|1000           	|  1.5133         	|  0.35696        	|
training_batch_to_device           	|  0.00024834     	|1000           	|  0.24834        	|  0.05858        	|
on_train_batch_start               	|  9.4704e-05     	|1000           	|  0.094704       	|  0.022339       	|
on_train_end                       	|  0.060444       	|1              	|  0.060444       	|  0.014258       	|
on_pretrain_routine_start          	|  0.029408       	|1              	|  0.029408       	|  0.0069369      	|
on_after_backward                  	|  2.5806e-05     	|1000           	|  0.025806       	|  0.0060872      	|
configure_optimizers               	|  0.022367       	|1              	|  0.022367       	|  0.0052761      	|
on_batch_start                     	|  2.1988e-05     	|1000           	|  0.021988       	|  0.0051867      	|
on_train_epoch_end                 	|  0.0003418      	|63             	|  0.021534       	|  0.0050794      	|
on_train_epoch_start               	|  0.00031673     	|63             	|  0.019954       	|  0.0047069      	|
on_before_zero_grad                	|  1.7569e-05     	|1000           	|  0.017569       	|  0.0041443      	|
on_batch_end                       	|  1.5537e-05     	|1000           	|  0.015537       	|  0.003665       	|
on_before_backward                 	|  1.3179e-05     	|1000           	|  0.013179       	|  0.0031088      	|
on_before_optimizer_step           	|  1.2579e-05     	|1000           	|  0.012579       	|  0.0029673      	|
training_step_end                  	|  7.2215e-06     	|1000           	|  0.0072215      	|  0.0017034      	|
on_train_start                     	|  0.0011212      	|1              	|  0.0011212      	|  0.00026447     	|
on_epoch_end                       	|  1.1486e-05     	|63             	|  0.00072359     	|  0.00017068     	|
on_epoch_start                     	|  1.0612e-05     	|63             	|  0.00066857     	|  0.00015771     	|
on_fit_end                         	|  5.6747e-05     	|1              	|  5.6747e-05     	|  1.3386e-05     	|
on_fit_start                       	|  4.3664e-05     	|1              	|  4.3664e-05     	|  1.03e-05       	|
on_before_accelerator_backend_setup	|  2.9109e-05     	|1              	|  2.9109e-05     	|  6.8664e-06     	|
on_configure_sharded_model         	|  1.8822e-05     	|1              	|  1.8822e-05     	|  4.4398e-06     	|
teardown                           	|  1.7338e-05     	|1              	|  1.7338e-05     	|  4.0896e-06     	|
setup                              	|  1.7129e-05     	|1              	|  1.7129e-05     	|  4.0404e-06     	|
on_pretrain_routine_end            	|  1.5514e-05     	|1              	|  1.5514e-05     	|  3.6595e-06     	|
configure_callbacks                	|  9.8273e-06     	|1              	|  9.8273e-06     	|  2.3181e-06     	|
prepare_data                       	|  8.3353e-06     	|1              	|  8.3353e-06     	|  1.9662e-06     	|
on_train_dataloader                	|  7.106e-06      	|1              	|  7.106e-06      	|  1.6762e-06     	|
on_val_dataloader                  	|  6.482e-06      	|1              	|  6.482e-06      	|  1.529e-06      	|
configure_sharded_model            	|  5.5246e-06     	|1              	|  5.5246e-06     	|  1.3032e-06     	|
