FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  355.78         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  5.2836         	|63             	|  332.87         	|  93.559         	|
run_training_batch                 	|  0.30961        	|1000           	|  309.61         	|  87.024         	|
optimizer_step_with_closure_0      	|  0.30698        	|1000           	|  306.98         	|  86.283         	|
training_step_and_backward         	|  0.231          	|1000           	|  231.0          	|  64.927         	|
model_forward                      	|  0.14255        	|1000           	|  142.55         	|  40.066         	|
training_step                      	|  0.14241        	|1000           	|  142.41         	|  40.027         	|
backward                           	|  0.08714        	|1000           	|  87.14          	|  24.493         	|
get_train_batch                    	|  0.0074395      	|1063           	|  7.9082         	|  2.2228         	|
fetch_next_train_batch             	|  0.0074202      	|1063           	|  7.8877         	|  2.217          	|
zero_grad                          	|  0.0012829      	|1000           	|  1.2829         	|  0.36059        	|
on_train_batch_end                 	|  0.0011851      	|1000           	|  1.1851         	|  0.33309        	|
training_batch_to_device           	|  0.00022662     	|1000           	|  0.22662        	|  0.063698       	|
on_train_batch_start               	|  9.1106e-05     	|1000           	|  0.091106       	|  0.025607       	|
on_train_end                       	|  0.024877       	|1              	|  0.024877       	|  0.0069923      	|
on_pretrain_routine_start          	|  0.022629       	|1              	|  0.022629       	|  0.0063604      	|
on_train_epoch_end                 	|  0.00029283     	|63             	|  0.018448       	|  0.0051854      	|
on_train_epoch_start               	|  0.0002764      	|63             	|  0.017413       	|  0.0048944      	|
on_batch_start                     	|  1.603e-05      	|1000           	|  0.01603        	|  0.0045055      	|
on_before_zero_grad                	|  1.3886e-05     	|1000           	|  0.013886       	|  0.0039029      	|
on_batch_end                       	|  1.3236e-05     	|1000           	|  0.013236       	|  0.0037202      	|
on_after_backward                  	|  1.1329e-05     	|1000           	|  0.011329       	|  0.0031842      	|
on_before_optimizer_step           	|  1.0786e-05     	|1000           	|  0.010786       	|  0.0030318      	|
on_before_backward                 	|  1.0436e-05     	|1000           	|  0.010436       	|  0.0029332      	|
configure_optimizers               	|  0.0082554      	|1              	|  0.0082554      	|  0.0023204      	|
training_step_end                  	|  5.9577e-06     	|1000           	|  0.0059577      	|  0.0016745      	|
on_train_start                     	|  0.00073257     	|1              	|  0.00073257     	|  0.00020591     	|
on_epoch_start                     	|  1.0734e-05     	|63             	|  0.00067625     	|  0.00019007     	|
on_epoch_end                       	|  1.0263e-05     	|63             	|  0.00064655     	|  0.00018173     	|
on_fit_end                         	|  2.181e-05      	|1              	|  2.181e-05      	|  6.1302e-06     	|
on_before_accelerator_backend_setup	|  1.7933e-05     	|1              	|  1.7933e-05     	|  5.0405e-06     	|
on_fit_start                       	|  1.7031e-05     	|1              	|  1.7031e-05     	|  4.7869e-06     	|
on_configure_sharded_model         	|  1.3726e-05     	|1              	|  1.3726e-05     	|  3.858e-06      	|
setup                              	|  1.3625e-05     	|1              	|  1.3625e-05     	|  3.8296e-06     	|
teardown                           	|  1.088e-05      	|1              	|  1.088e-05      	|  3.0581e-06     	|
on_pretrain_routine_end            	|  9.638e-06      	|1              	|  9.638e-06      	|  2.709e-06      	|
prepare_data                       	|  6.642e-06      	|1              	|  6.642e-06      	|  1.8669e-06     	|
configure_callbacks                	|  5.2999e-06     	|1              	|  5.2999e-06     	|  1.4897e-06     	|
on_val_dataloader                  	|  4.388e-06      	|1              	|  4.388e-06      	|  1.2334e-06     	|
configure_sharded_model            	|  4.377e-06      	|1              	|  4.377e-06      	|  1.2303e-06     	|
on_train_dataloader                	|  4.187e-06      	|1              	|  4.187e-06      	|  1.1768e-06     	|
