FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  514.57         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  7.8274         	|63             	|  493.12         	|  95.832         	|
run_training_batch                 	|  0.37918        	|1000           	|  379.18         	|  73.688         	|
optimizer_step_with_closure_0      	|  0.37504        	|1000           	|  375.04         	|  72.885         	|
training_step_and_backward         	|  0.27023        	|1000           	|  270.23         	|  52.516         	|
model_forward                      	|  0.13623        	|1000           	|  136.23         	|  26.474         	|
training_step                      	|  0.13603        	|1000           	|  136.03         	|  26.436         	|
backward                           	|  0.13245        	|1000           	|  132.45         	|  25.739         	|
get_train_batch                    	|  0.024196       	|1063           	|  25.72          	|  4.9984         	|
fetch_next_train_batch             	|  0.024171       	|1063           	|  25.694         	|  4.9933         	|
on_train_batch_end                 	|  0.0022907      	|1000           	|  2.2907         	|  0.44517        	|
zero_grad                          	|  0.001526       	|1000           	|  1.526          	|  0.29656        	|
training_batch_to_device           	|  0.00026821     	|1000           	|  0.26821        	|  0.052123       	|
on_train_batch_start               	|  9.8368e-05     	|1000           	|  0.098368       	|  0.019116       	|
on_train_end                       	|  0.043699       	|1              	|  0.043699       	|  0.0084923      	|
on_train_epoch_end                 	|  0.00042984     	|63             	|  0.02708        	|  0.0052626      	|
on_train_epoch_start               	|  0.0004126      	|63             	|  0.025994       	|  0.0050516      	|
on_after_backward                  	|  2.5115e-05     	|1000           	|  0.025115       	|  0.0048808      	|
on_pretrain_routine_start          	|  0.022834       	|1              	|  0.022834       	|  0.0044374      	|
on_batch_start                     	|  2.1283e-05     	|1000           	|  0.021283       	|  0.0041361      	|
on_before_zero_grad                	|  1.7794e-05     	|1000           	|  0.017794       	|  0.0034579      	|
on_batch_end                       	|  1.6274e-05     	|1000           	|  0.016274       	|  0.0031626      	|
on_before_optimizer_step           	|  1.378e-05      	|1000           	|  0.01378        	|  0.0026779      	|
on_before_backward                 	|  1.3543e-05     	|1000           	|  0.013543       	|  0.0026318      	|
configure_optimizers               	|  0.010698       	|1              	|  0.010698       	|  0.0020791      	|
training_step_end                  	|  7.2888e-06     	|1000           	|  0.0072888      	|  0.0014165      	|
on_train_start                     	|  0.0015847      	|1              	|  0.0015847      	|  0.00030796     	|
on_epoch_end                       	|  1.2747e-05     	|63             	|  0.00080304     	|  0.00015606     	|
on_epoch_start                     	|  1.19e-05       	|63             	|  0.00074968     	|  0.00014569     	|
on_fit_start                       	|  4.1822e-05     	|1              	|  4.1822e-05     	|  8.1276e-06     	|
on_fit_end                         	|  3.0501e-05     	|1              	|  3.0501e-05     	|  5.9274e-06     	|
on_before_accelerator_backend_setup	|  2.9188e-05     	|1              	|  2.9188e-05     	|  5.6722e-06     	|
on_configure_sharded_model         	|  2.7129e-05     	|1              	|  2.7129e-05     	|  5.2723e-06     	|
setup                              	|  2.5984e-05     	|1              	|  2.5984e-05     	|  5.0496e-06     	|
teardown                           	|  1.5048e-05     	|1              	|  1.5048e-05     	|  2.9244e-06     	|
on_pretrain_routine_end            	|  1.3355e-05     	|1              	|  1.3355e-05     	|  2.5954e-06     	|
configure_sharded_model            	|  9.2909e-06     	|1              	|  9.2909e-06     	|  1.8056e-06     	|
configure_callbacks                	|  8.3204e-06     	|1              	|  8.3204e-06     	|  1.617e-06      	|
prepare_data                       	|  7.7318e-06     	|1              	|  7.7318e-06     	|  1.5026e-06     	|
on_train_dataloader                	|  6.3274e-06     	|1              	|  6.3274e-06     	|  1.2296e-06     	|
on_val_dataloader                  	|  5.2508e-06     	|1              	|  5.2508e-06     	|  1.0204e-06     	|
