FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  374.13         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  5.5777         	|63             	|  351.4          	|  93.925         	|
run_training_batch                 	|  0.32817        	|1000           	|  328.17         	|  87.716         	|
optimizer_step_with_closure_0      	|  0.32545        	|1000           	|  325.45         	|  86.988         	|
training_step_and_backward         	|  0.245          	|1000           	|  245.0          	|  65.486         	|
model_forward                      	|  0.15123        	|1000           	|  151.23         	|  40.422         	|
training_step                      	|  0.15109        	|1000           	|  151.09         	|  40.385         	|
backward                           	|  0.092444       	|1000           	|  92.444         	|  24.709         	|
get_train_batch                    	|  0.0073348      	|1063           	|  7.7969         	|  2.084          	|
fetch_next_train_batch             	|  0.007316       	|1063           	|  7.7769         	|  2.0787         	|
zero_grad                          	|  0.0013023      	|1000           	|  1.3023         	|  0.34809        	|
on_train_batch_end                 	|  0.0012069      	|1000           	|  1.2069         	|  0.32259        	|
training_batch_to_device           	|  0.00022624     	|1000           	|  0.22624        	|  0.060471       	|
on_train_batch_start               	|  9.2207e-05     	|1000           	|  0.092207       	|  0.024646       	|
on_train_end                       	|  0.024638       	|1              	|  0.024638       	|  0.0065855      	|
on_pretrain_routine_start          	|  0.022834       	|1              	|  0.022834       	|  0.0061034      	|
on_train_epoch_start               	|  0.00029614     	|63             	|  0.018657       	|  0.0049868      	|
on_train_epoch_end                 	|  0.00029551     	|63             	|  0.018617       	|  0.0049761      	|
on_batch_start                     	|  1.67e-05       	|1000           	|  0.0167         	|  0.0044637      	|
on_batch_end                       	|  1.3825e-05     	|1000           	|  0.013825       	|  0.0036952      	|
on_before_zero_grad                	|  1.3766e-05     	|1000           	|  0.013766       	|  0.0036794      	|
on_after_backward                  	|  1.0991e-05     	|1000           	|  0.010991       	|  0.0029379      	|
on_before_backward                 	|  1.0755e-05     	|1000           	|  0.010755       	|  0.0028746      	|
on_before_optimizer_step           	|  1.0347e-05     	|1000           	|  0.010347       	|  0.0027658      	|
configure_optimizers               	|  0.0087448      	|1              	|  0.0087448      	|  0.0023374      	|
training_step_end                  	|  6.1822e-06     	|1000           	|  0.0061822      	|  0.0016524      	|
on_train_start                     	|  0.00074895     	|1              	|  0.00074895     	|  0.00020019     	|
on_epoch_end                       	|  1.0837e-05     	|63             	|  0.00068272     	|  0.00018248     	|
on_epoch_start                     	|  1.0701e-05     	|63             	|  0.00067417     	|  0.0001802      	|
on_fit_end                         	|  2.127e-05      	|1              	|  2.127e-05      	|  5.6852e-06     	|
on_before_accelerator_backend_setup	|  1.9947e-05     	|1              	|  1.9947e-05     	|  5.3316e-06     	|
on_fit_start                       	|  1.6521e-05     	|1              	|  1.6521e-05     	|  4.4159e-06     	|
setup                              	|  1.4417e-05     	|1              	|  1.4417e-05     	|  3.8535e-06     	|
on_configure_sharded_model         	|  1.3766e-05     	|1              	|  1.3766e-05     	|  3.6795e-06     	|
teardown                           	|  1.1081e-05     	|1              	|  1.1081e-05     	|  2.9618e-06     	|
on_pretrain_routine_end            	|  1.0129e-05     	|1              	|  1.0129e-05     	|  2.7073e-06     	|
prepare_data                       	|  8.726e-06      	|1              	|  8.726e-06      	|  2.3324e-06     	|
configure_callbacks                	|  5.1301e-06     	|1              	|  5.1301e-06     	|  1.3712e-06     	|
on_val_dataloader                  	|  4.5289e-06     	|1              	|  4.5289e-06     	|  1.2105e-06     	|
configure_sharded_model            	|  4.508e-06      	|1              	|  4.508e-06      	|  1.2049e-06     	|
on_train_dataloader                	|  4.478e-06      	|1              	|  4.478e-06      	|  1.1969e-06     	|
