FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  351.85         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  5.2176         	|63             	|  328.71         	|  93.421         	|
run_training_batch                 	|  0.30551        	|1000           	|  305.51         	|  86.828         	|
optimizer_step_with_closure_0      	|  0.30288        	|1000           	|  302.88         	|  86.08          	|
training_step_and_backward         	|  0.22713        	|1000           	|  227.13         	|  64.553         	|
model_forward                      	|  0.14049        	|1000           	|  140.49         	|  39.928         	|
training_step                      	|  0.14035        	|1000           	|  140.35         	|  39.889         	|
backward                           	|  0.085342       	|1000           	|  85.342         	|  24.255         	|
get_train_batch                    	|  0.0074133      	|1063           	|  7.8804         	|  2.2397         	|
fetch_next_train_batch             	|  0.0073939      	|1063           	|  7.8597         	|  2.2338         	|
zero_grad                          	|  0.0012765      	|1000           	|  1.2765         	|  0.36279        	|
on_train_batch_end                 	|  0.0011935      	|1000           	|  1.1935         	|  0.33921        	|
training_batch_to_device           	|  0.00022418     	|1000           	|  0.22418        	|  0.063714       	|
on_train_batch_start               	|  9.081e-05      	|1000           	|  0.09081        	|  0.025809       	|
on_train_end                       	|  0.025075       	|1              	|  0.025075       	|  0.0071264      	|
on_pretrain_routine_start          	|  0.022617       	|1              	|  0.022617       	|  0.0064279      	|
on_train_epoch_start               	|  0.00027896     	|63             	|  0.017574       	|  0.0049948      	|
on_train_epoch_end                 	|  0.0002685      	|63             	|  0.016915       	|  0.0048075      	|
on_batch_start                     	|  1.6288e-05     	|1000           	|  0.016288       	|  0.0046293      	|
on_before_zero_grad                	|  1.3978e-05     	|1000           	|  0.013978       	|  0.0039728      	|
on_batch_end                       	|  1.3535e-05     	|1000           	|  0.013535       	|  0.0038467      	|
on_after_backward                  	|  1.2284e-05     	|1000           	|  0.012284       	|  0.0034911      	|
on_before_optimizer_step           	|  1.0431e-05     	|1000           	|  0.010431       	|  0.0029646      	|
on_before_backward                 	|  1.041e-05      	|1000           	|  0.01041        	|  0.0029586      	|
configure_optimizers               	|  0.0085493      	|1              	|  0.0085493      	|  0.0024298      	|
training_step_end                  	|  5.6745e-06     	|1000           	|  0.0056745      	|  0.0016127      	|
on_train_start                     	|  0.00075604     	|1              	|  0.00075604     	|  0.00021487     	|
on_epoch_start                     	|  1.0509e-05     	|63             	|  0.00066206     	|  0.00018816     	|
on_epoch_end                       	|  1.0337e-05     	|63             	|  0.0006512      	|  0.00018508     	|
on_fit_end                         	|  2.167e-05      	|1              	|  2.167e-05      	|  6.1588e-06     	|
on_before_accelerator_backend_setup	|  2.0308e-05     	|1              	|  2.0308e-05     	|  5.7717e-06     	|
on_fit_start                       	|  1.7613e-05     	|1              	|  1.7613e-05     	|  5.0057e-06     	|
setup                              	|  1.5138e-05     	|1              	|  1.5138e-05     	|  4.3023e-06     	|
on_configure_sharded_model         	|  1.4237e-05     	|1              	|  1.4237e-05     	|  4.0463e-06     	|
teardown                           	|  1.055e-05      	|1              	|  1.055e-05      	|  2.9984e-06     	|
on_pretrain_routine_end            	|  9.457e-06      	|1              	|  9.457e-06      	|  2.6878e-06     	|
prepare_data                       	|  8.767e-06      	|1              	|  8.767e-06      	|  2.4917e-06     	|
configure_callbacks                	|  4.8591e-06     	|1              	|  4.8591e-06     	|  1.381e-06      	|
on_val_dataloader                  	|  4.7289e-06     	|1              	|  4.7289e-06     	|  1.344e-06      	|
configure_sharded_model            	|  4.639e-06      	|1              	|  4.639e-06      	|  1.3185e-06     	|
on_train_dataloader                	|  4.609e-06      	|1              	|  4.609e-06      	|  1.3099e-06     	|
