FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  367.68         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  13.708         	|25             	|  342.7          	|  93.207         	|
run_training_batch                 	|  0.28554        	|1000           	|  285.54         	|  77.661         	|
optimizer_step_with_closure_0      	|  0.28222        	|1000           	|  282.22         	|  76.758         	|
training_step_and_backward         	|  0.21722        	|1000           	|  217.22         	|  59.08          	|
model_forward                      	|  0.10814        	|1000           	|  108.14         	|  29.412         	|
training_step                      	|  0.10795        	|1000           	|  107.95         	|  29.359         	|
backward                           	|  0.10751        	|1000           	|  107.51         	|  29.242         	|
get_train_batch                    	|  0.012129       	|1025           	|  12.432         	|  3.3812         	|
fetch_next_train_batch             	|  0.012103       	|1025           	|  12.405         	|  3.374          	|
on_train_batch_end                 	|  0.002514       	|1000           	|  2.514          	|  0.68376        	|
zero_grad                          	|  0.001534       	|1000           	|  1.534          	|  0.41722        	|
training_batch_to_device           	|  0.00030359     	|1000           	|  0.30359        	|  0.08257        	|
on_train_batch_start               	|  9.7948e-05     	|1000           	|  0.097948       	|  0.02664        	|
on_train_end                       	|  0.045257       	|1              	|  0.045257       	|  0.012309       	|
on_after_backward                  	|  2.5695e-05     	|1000           	|  0.025695       	|  0.0069885      	|
on_pretrain_routine_start          	|  0.022749       	|1              	|  0.022749       	|  0.0061872      	|
on_batch_start                     	|  2.2585e-05     	|1000           	|  0.022585       	|  0.0061425      	|
on_before_zero_grad                	|  1.804e-05      	|1000           	|  0.01804        	|  0.0049066      	|
on_batch_end                       	|  1.6585e-05     	|1000           	|  0.016585       	|  0.0045108      	|
on_before_optimizer_step           	|  1.3642e-05     	|1000           	|  0.013642       	|  0.0037103      	|
on_train_epoch_end                 	|  0.00054494     	|25             	|  0.013624       	|  0.0037053      	|
on_before_backward                 	|  1.3551e-05     	|1000           	|  0.013551       	|  0.0036856      	|
on_train_epoch_start               	|  0.00044232     	|25             	|  0.011058       	|  0.0030075      	|
configure_optimizers               	|  0.010981       	|1              	|  0.010981       	|  0.0029865      	|
training_step_end                  	|  7.8043e-06     	|1000           	|  0.0078043      	|  0.0021226      	|
on_train_start                     	|  0.0012868      	|1              	|  0.0012868      	|  0.00034999     	|
on_epoch_end                       	|  1.2825e-05     	|25             	|  0.00032063     	|  8.7203e-05     	|
on_epoch_start                     	|  1.1631e-05     	|25             	|  0.00029076     	|  7.9081e-05     	|
on_fit_start                       	|  4.1012e-05     	|1              	|  4.1012e-05     	|  1.1154e-05     	|
on_configure_sharded_model         	|  3.4094e-05     	|1              	|  3.4094e-05     	|  9.2728e-06     	|
on_before_accelerator_backend_setup	|  3.19e-05       	|1              	|  3.19e-05       	|  8.676e-06      	|
setup                              	|  2.8117e-05     	|1              	|  2.8117e-05     	|  7.6471e-06     	|
on_fit_end                         	|  2.6885e-05     	|1              	|  2.6885e-05     	|  7.3123e-06     	|
teardown                           	|  1.6749e-05     	|1              	|  1.6749e-05     	|  4.5553e-06     	|
configure_sharded_model            	|  1.554e-05      	|1              	|  1.554e-05      	|  4.2266e-06     	|
prepare_data                       	|  1.4922e-05     	|1              	|  1.4922e-05     	|  4.0584e-06     	|
on_pretrain_routine_end            	|  1.3679e-05     	|1              	|  1.3679e-05     	|  3.7205e-06     	|
on_val_dataloader                  	|  9.7826e-06     	|1              	|  9.7826e-06     	|  2.6607e-06     	|
on_train_dataloader                	|  7.9609e-06     	|1              	|  7.9609e-06     	|  2.1652e-06     	|
configure_callbacks                	|  5.7351e-06     	|1              	|  5.7351e-06     	|  1.5598e-06     	|
