FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  415.04         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  6.288          	|63             	|  396.14         	|  95.446         	|
run_training_batch                 	|  0.2725         	|1000           	|  272.5          	|  65.657         	|
optimizer_step_with_closure_0      	|  0.26929        	|1000           	|  269.29         	|  64.883         	|
training_step_and_backward         	|  0.20633        	|1000           	|  206.33         	|  49.712         	|
model_forward                      	|  0.10422        	|1000           	|  104.22         	|  25.11          	|
training_step                      	|  0.10403        	|1000           	|  104.03         	|  25.065         	|
backward                           	|  0.1006         	|1000           	|  100.6          	|  24.238         	|
get_train_batch                    	|  0.026418       	|1063           	|  28.083         	|  6.7662         	|
fetch_next_train_batch             	|  0.026394       	|1063           	|  28.056         	|  6.7599         	|
on_train_batch_end                 	|  0.0020747      	|1000           	|  2.0747         	|  0.49988        	|
zero_grad                          	|  0.0014755      	|1000           	|  1.4755         	|  0.3555         	|
training_batch_to_device           	|  0.00024728     	|1000           	|  0.24728        	|  0.059579       	|
on_train_batch_start               	|  9.5545e-05     	|1000           	|  0.095545       	|  0.02302        	|
on_train_end                       	|  0.061514       	|1              	|  0.061514       	|  0.014821       	|
configure_optimizers               	|  0.030711       	|1              	|  0.030711       	|  0.0073994      	|
on_pretrain_routine_start          	|  0.026019       	|1              	|  0.026019       	|  0.006269       	|
on_after_backward                  	|  2.5645e-05     	|1000           	|  0.025645       	|  0.006179       	|
on_batch_start                     	|  2.246e-05      	|1000           	|  0.02246        	|  0.0054115      	|
on_train_epoch_end                 	|  0.00035331     	|63             	|  0.022259       	|  0.0053629      	|
on_train_epoch_start               	|  0.00033861     	|63             	|  0.021332       	|  0.0051397      	|
on_before_zero_grad                	|  1.7931e-05     	|1000           	|  0.017931       	|  0.0043202      	|
on_batch_end                       	|  1.6109e-05     	|1000           	|  0.016109       	|  0.0038814      	|
on_before_backward                 	|  1.3562e-05     	|1000           	|  0.013562       	|  0.0032677      	|
on_before_optimizer_step           	|  1.3551e-05     	|1000           	|  0.013551       	|  0.0032651      	|
training_step_end                  	|  7.3888e-06     	|1000           	|  0.0073888      	|  0.0017802      	|
on_train_start                     	|  0.0011451      	|1              	|  0.0011451      	|  0.00027589     	|
on_epoch_end                       	|  1.1734e-05     	|63             	|  0.00073925     	|  0.00017811     	|
on_epoch_start                     	|  1.0774e-05     	|63             	|  0.00067873     	|  0.00016353     	|
on_fit_start                       	|  4.5426e-05     	|1              	|  4.5426e-05     	|  1.0945e-05     	|
on_before_accelerator_backend_setup	|  3.0749e-05     	|1              	|  3.0749e-05     	|  7.4085e-06     	|
setup                              	|  2.858e-05      	|1              	|  2.858e-05      	|  6.8861e-06     	|
on_configure_sharded_model         	|  2.5364e-05     	|1              	|  2.5364e-05     	|  6.1111e-06     	|
on_fit_end                         	|  2.4768e-05     	|1              	|  2.4768e-05     	|  5.9675e-06     	|
teardown                           	|  1.5412e-05     	|1              	|  1.5412e-05     	|  3.7132e-06     	|
on_pretrain_routine_end            	|  1.4873e-05     	|1              	|  1.4873e-05     	|  3.5835e-06     	|
prepare_data                       	|  1.1837e-05     	|1              	|  1.1837e-05     	|  2.852e-06      	|
configure_sharded_model            	|  9.9987e-06     	|1              	|  9.9987e-06     	|  2.4091e-06     	|
on_val_dataloader                  	|  7.432e-06      	|1              	|  7.432e-06      	|  1.7906e-06     	|
configure_callbacks                	|  7.0874e-06     	|1              	|  7.0874e-06     	|  1.7076e-06     	|
on_train_dataloader                	|  7.0687e-06     	|1              	|  7.0687e-06     	|  1.7031e-06     	|
