FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  343.51         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  15.747         	|21             	|  330.69         	|  96.269         	|
run_training_batch                 	|  0.31596        	|1000           	|  315.96         	|  91.978         	|
optimizer_step_with_closure_0      	|  0.31305        	|1000           	|  313.05         	|  91.131         	|
training_step_and_backward         	|  0.2398         	|1000           	|  239.8          	|  69.808         	|
backward                           	|  0.12109        	|1000           	|  121.09         	|  35.249         	|
model_forward                      	|  0.11716        	|1000           	|  117.16         	|  34.107         	|
training_step                      	|  0.11696        	|1000           	|  116.96         	|  34.049         	|
get_train_batch                    	|  0.0048684      	|1021           	|  4.9706         	|  1.447          	|
fetch_next_train_batch             	|  0.0048469      	|1021           	|  4.9487         	|  1.4406         	|
on_train_batch_end                 	|  0.0019483      	|1000           	|  1.9483         	|  0.56716        	|
zero_grad                          	|  0.0015228      	|1000           	|  1.5228         	|  0.44332        	|
training_batch_to_device           	|  0.00030502     	|1000           	|  0.30502        	|  0.088795       	|
on_train_batch_start               	|  0.00011064     	|1000           	|  0.11064        	|  0.032208       	|
on_train_end                       	|  0.025285       	|1              	|  0.025285       	|  0.0073607      	|
on_pretrain_routine_start          	|  0.02235        	|1              	|  0.02235        	|  0.0065063      	|
on_after_backward                  	|  2.0928e-05     	|1000           	|  0.020928       	|  0.0060925      	|
on_batch_start                     	|  2.0368e-05     	|1000           	|  0.020368       	|  0.0059292      	|
on_batch_end                       	|  1.5677e-05     	|1000           	|  0.015677       	|  0.0045636      	|
on_before_optimizer_step           	|  1.418e-05      	|1000           	|  0.01418        	|  0.0041279      	|
on_before_zero_grad                	|  1.387e-05      	|1000           	|  0.01387        	|  0.0040376      	|
on_before_backward                 	|  1.2879e-05     	|1000           	|  0.012879       	|  0.0037492      	|
on_train_epoch_start               	|  0.00045305     	|21             	|  0.009514       	|  0.0027696      	|
on_train_epoch_end                 	|  0.00044196     	|21             	|  0.0092813      	|  0.0027019      	|
configure_optimizers               	|  0.0078417      	|1              	|  0.0078417      	|  0.0022828      	|
training_step_end                  	|  7.5366e-06     	|1000           	|  0.0075366      	|  0.002194       	|
on_train_start                     	|  0.0012161      	|1              	|  0.0012161      	|  0.00035402     	|
on_epoch_start                     	|  1.1863e-05     	|21             	|  0.00024913     	|  7.2524e-05     	|
on_epoch_end                       	|  1.1781e-05     	|21             	|  0.0002474      	|  7.202e-05      	|
on_fit_end                         	|  2.6796e-05     	|1              	|  2.6796e-05     	|  7.8006e-06     	|
setup                              	|  2.3778e-05     	|1              	|  2.3778e-05     	|  6.922e-06      	|
on_before_accelerator_backend_setup	|  2.2289e-05     	|1              	|  2.2289e-05     	|  6.4885e-06     	|
on_configure_sharded_model         	|  1.882e-05      	|1              	|  1.882e-05      	|  5.4787e-06     	|
on_pretrain_routine_end            	|  1.8637e-05     	|1              	|  1.8637e-05     	|  5.4254e-06     	|
on_fit_start                       	|  1.8026e-05     	|1              	|  1.8026e-05     	|  5.2476e-06     	|
teardown                           	|  1.0831e-05     	|1              	|  1.0831e-05     	|  3.153e-06      	|
prepare_data                       	|  1.0291e-05     	|1              	|  1.0291e-05     	|  2.9958e-06     	|
on_train_dataloader                	|  7.683e-06      	|1              	|  7.683e-06      	|  2.2366e-06     	|
configure_sharded_model            	|  7.049e-06      	|1              	|  7.049e-06      	|  2.052e-06      	|
on_val_dataloader                  	|  6.708e-06      	|1              	|  6.708e-06      	|  1.9528e-06     	|
configure_callbacks                	|  6.269e-06      	|1              	|  6.269e-06      	|  1.825e-06      	|
