FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  439.26         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  6.5905         	|63             	|  415.2          	|  94.523         	|
run_training_batch                 	|  0.27675        	|1000           	|  276.75         	|  63.004         	|
optimizer_step_with_closure_0      	|  0.27336        	|1000           	|  273.36         	|  62.233         	|
training_step_and_backward         	|  0.20982        	|1000           	|  209.82         	|  47.768         	|
backward                           	|  0.10445        	|1000           	|  104.45         	|  23.778         	|
model_forward                      	|  0.10387        	|1000           	|  103.87         	|  23.646         	|
training_step                      	|  0.10368        	|1000           	|  103.68         	|  23.603         	|
get_train_batch                    	|  0.030496       	|1063           	|  32.417         	|  7.38           	|
fetch_next_train_batch             	|  0.030468       	|1063           	|  32.387         	|  7.3732         	|
on_train_batch_end                 	|  0.0021233      	|1000           	|  2.1233         	|  0.48339        	|
zero_grad                          	|  0.0014764      	|1000           	|  1.4764         	|  0.33612        	|
training_batch_to_device           	|  0.00025159     	|1000           	|  0.25159        	|  0.057276       	|
on_train_batch_start               	|  9.5002e-05     	|1000           	|  0.095002       	|  0.021628       	|
on_train_end                       	|  0.049683       	|1              	|  0.049683       	|  0.011311       	|
on_after_backward                  	|  2.5557e-05     	|1000           	|  0.025557       	|  0.0058183      	|
on_pretrain_routine_start          	|  0.023687       	|1              	|  0.023687       	|  0.0053925      	|
on_batch_start                     	|  2.2601e-05     	|1000           	|  0.022601       	|  0.0051452      	|
on_train_epoch_end                 	|  0.00033735     	|63             	|  0.021253       	|  0.0048384      	|
on_train_epoch_start               	|  0.0003178      	|63             	|  0.020021       	|  0.004558       	|
configure_optimizers               	|  0.0199         	|1              	|  0.0199         	|  0.0045304      	|
on_before_zero_grad                	|  1.7826e-05     	|1000           	|  0.017826       	|  0.0040583      	|
on_batch_end                       	|  1.5818e-05     	|1000           	|  0.015818       	|  0.0036011      	|
on_before_optimizer_step           	|  1.3169e-05     	|1000           	|  0.013169       	|  0.0029979      	|
on_before_backward                 	|  1.2778e-05     	|1000           	|  0.012778       	|  0.0029091      	|
training_step_end                  	|  7.2145e-06     	|1000           	|  0.0072145      	|  0.0016424      	|
on_train_start                     	|  0.0011523      	|1              	|  0.0011523      	|  0.00026233     	|
on_epoch_end                       	|  1.1866e-05     	|63             	|  0.00074755     	|  0.00017018     	|
on_epoch_start                     	|  1.0929e-05     	|63             	|  0.00068852     	|  0.00015675     	|
on_fit_end                         	|  6.4084e-05     	|1              	|  6.4084e-05     	|  1.4589e-05     	|
on_fit_start                       	|  4.6892e-05     	|1              	|  4.6892e-05     	|  1.0675e-05     	|
on_before_accelerator_backend_setup	|  2.6932e-05     	|1              	|  2.6932e-05     	|  6.1313e-06     	|
setup                              	|  2.3514e-05     	|1              	|  2.3514e-05     	|  5.3531e-06     	|
on_configure_sharded_model         	|  2.2367e-05     	|1              	|  2.2367e-05     	|  5.0919e-06     	|
teardown                           	|  1.6956e-05     	|1              	|  1.6956e-05     	|  3.8601e-06     	|
on_pretrain_routine_end            	|  1.5337e-05     	|1              	|  1.5337e-05     	|  3.4916e-06     	|
prepare_data                       	|  1.2085e-05     	|1              	|  1.2085e-05     	|  2.7512e-06     	|
on_val_dataloader                  	|  7.8045e-06     	|1              	|  7.8045e-06     	|  1.7767e-06     	|
configure_callbacks                	|  7.3239e-06     	|1              	|  7.3239e-06     	|  1.6673e-06     	|
on_train_dataloader                	|  6.957e-06      	|1              	|  6.957e-06      	|  1.5838e-06     	|
configure_sharded_model            	|  6.6105e-06     	|1              	|  6.6105e-06     	|  1.5049e-06     	|
