FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  680.37         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  3.938          	|167            	|  657.65         	|  96.661         	|
run_training_batch                 	|  0.28559        	|1000           	|  285.59         	|  41.976         	|
optimizer_step_with_closure_0      	|  0.28287        	|1000           	|  282.87         	|  41.576         	|
training_step_and_backward         	|  0.21521        	|1000           	|  215.21         	|  31.632         	|
model_forward                      	|  0.11345        	|1000           	|  113.45         	|  16.676         	|
training_step                      	|  0.11327        	|1000           	|  113.27         	|  16.648         	|
backward                           	|  0.10017        	|1000           	|  100.17         	|  14.723         	|
get_train_batch                    	|  0.072834       	|1167           	|  84.997         	|  12.493         	|
fetch_next_train_batch             	|  0.072805       	|1167           	|  84.964         	|  12.488         	|
on_train_batch_end                 	|  0.0018755      	|1000           	|  1.8755         	|  0.27566        	|
zero_grad                          	|  0.0015566      	|1000           	|  1.5566         	|  0.22879        	|
training_batch_to_device           	|  0.0003627      	|1000           	|  0.3627         	|  0.05331        	|
on_train_batch_start               	|  0.00010013     	|1000           	|  0.10013        	|  0.014716       	|
on_train_epoch_end                 	|  0.00039784     	|167            	|  0.06644        	|  0.0097653      	|
on_train_epoch_start               	|  0.00033387     	|167            	|  0.055756       	|  0.0081951      	|
on_train_end                       	|  0.044232       	|1              	|  0.044232       	|  0.0065011      	|
on_batch_start                     	|  3.1528e-05     	|1000           	|  0.031528       	|  0.004634       	|
on_pretrain_routine_start          	|  0.022074       	|1              	|  0.022074       	|  0.0032445      	|
on_after_backward                  	|  2.0954e-05     	|1000           	|  0.020954       	|  0.0030799      	|
on_before_zero_grad                	|  1.8139e-05     	|1000           	|  0.018139       	|  0.0026661      	|
on_batch_end                       	|  1.5036e-05     	|1000           	|  0.015036       	|  0.00221        	|
configure_optimizers               	|  0.013057       	|1              	|  0.013057       	|  0.0019192      	|
on_before_optimizer_step           	|  1.2788e-05     	|1000           	|  0.012788       	|  0.0018795      	|
on_before_backward                 	|  1.1984e-05     	|1000           	|  0.011984       	|  0.0017614      	|
training_step_end                  	|  7.406e-06      	|1000           	|  0.007406       	|  0.0010885      	|
on_epoch_start                     	|  1.1707e-05     	|167            	|  0.0019551      	|  0.00028736     	|
on_epoch_end                       	|  1.1405e-05     	|167            	|  0.0019046      	|  0.00027994     	|
on_train_start                     	|  0.0016873      	|1              	|  0.0016873      	|  0.000248       	|
on_fit_end                         	|  6.6483e-05     	|1              	|  6.6483e-05     	|  9.7717e-06     	|
on_fit_start                       	|  4.2545e-05     	|1              	|  4.2545e-05     	|  6.2532e-06     	|
on_before_accelerator_backend_setup	|  2.5472e-05     	|1              	|  2.5472e-05     	|  3.7438e-06     	|
on_configure_sharded_model         	|  2.3486e-05     	|1              	|  2.3486e-05     	|  3.452e-06      	|
setup                              	|  2.2855e-05     	|1              	|  2.2855e-05     	|  3.3592e-06     	|
teardown                           	|  1.7004e-05     	|1              	|  1.7004e-05     	|  2.4993e-06     	|
on_pretrain_routine_end            	|  1.1927e-05     	|1              	|  1.1927e-05     	|  1.753e-06      	|
configure_callbacks                	|  1.0738e-05     	|1              	|  1.0738e-05     	|  1.5783e-06     	|
on_train_dataloader                	|  8.6688e-06     	|1              	|  8.6688e-06     	|  1.2741e-06     	|
prepare_data                       	|  8.0224e-06     	|1              	|  8.0224e-06     	|  1.1791e-06     	|
on_val_dataloader                  	|  7.4543e-06     	|1              	|  7.4543e-06     	|  1.0956e-06     	|
configure_sharded_model            	|  7.0818e-06     	|1              	|  7.0818e-06     	|  1.0409e-06     	|
