FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  342.78         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  15.713         	|21             	|  329.97         	|  96.263         	|
run_training_batch                 	|  0.31548        	|1000           	|  315.48         	|  92.037         	|
optimizer_step_with_closure_0      	|  0.31258        	|1000           	|  312.58         	|  91.189         	|
training_step_and_backward         	|  0.23985        	|1000           	|  239.85         	|  69.973         	|
backward                           	|  0.12035        	|1000           	|  120.35         	|  35.109         	|
model_forward                      	|  0.11793        	|1000           	|  117.93         	|  34.404         	|
training_step                      	|  0.11772        	|1000           	|  117.72         	|  34.343         	|
get_train_batch                    	|  0.0046751      	|1021           	|  4.7732         	|  1.3925         	|
fetch_next_train_batch             	|  0.0046525      	|1021           	|  4.7502         	|  1.3858         	|
on_train_batch_end                 	|  0.0019921      	|1000           	|  1.9921         	|  0.58116        	|
zero_grad                          	|  0.0015512      	|1000           	|  1.5512         	|  0.45253        	|
training_batch_to_device           	|  0.00029233     	|1000           	|  0.29233        	|  0.085283       	|
on_train_batch_start               	|  0.00011377     	|1000           	|  0.11377        	|  0.03319        	|
on_train_end                       	|  0.027409       	|1              	|  0.027409       	|  0.0079961      	|
on_pretrain_routine_start          	|  0.026883       	|1              	|  0.026883       	|  0.0078427      	|
on_after_backward                  	|  2.3988e-05     	|1000           	|  0.023988       	|  0.0069982      	|
on_batch_start                     	|  1.9933e-05     	|1000           	|  0.019933       	|  0.0058151      	|
on_before_zero_grad                	|  1.5866e-05     	|1000           	|  0.015866       	|  0.0046286      	|
on_before_optimizer_step           	|  1.5331e-05     	|1000           	|  0.015331       	|  0.0044726      	|
on_batch_end                       	|  1.5078e-05     	|1000           	|  0.015078       	|  0.0043989      	|
on_before_backward                 	|  1.4263e-05     	|1000           	|  0.014263       	|  0.0041609      	|
on_train_epoch_end                 	|  0.00048309     	|21             	|  0.010145       	|  0.0029596      	|
on_train_epoch_start               	|  0.00046315     	|21             	|  0.0097262      	|  0.0028374      	|
configure_optimizers               	|  0.0092412      	|1              	|  0.0092412      	|  0.002696       	|
training_step_end                  	|  6.4458e-06     	|1000           	|  0.0064458      	|  0.0018804      	|
on_train_start                     	|  0.0013624      	|1              	|  0.0013624      	|  0.00039746     	|
on_epoch_end                       	|  1.2218e-05     	|21             	|  0.00025658     	|  7.4853e-05     	|
on_epoch_start                     	|  1.1566e-05     	|21             	|  0.00024288     	|  7.0857e-05     	|
on_fit_end                         	|  2.887e-05      	|1              	|  2.887e-05      	|  8.4223e-06     	|
setup                              	|  2.6113e-05     	|1              	|  2.6113e-05     	|  7.618e-06      	|
on_before_accelerator_backend_setup	|  2.4521e-05     	|1              	|  2.4521e-05     	|  7.1536e-06     	|
on_pretrain_routine_end            	|  2.3534e-05     	|1              	|  2.3534e-05     	|  6.8656e-06     	|
on_configure_sharded_model         	|  2.135e-05      	|1              	|  2.135e-05      	|  6.2285e-06     	|
on_fit_start                       	|  1.922e-05      	|1              	|  1.922e-05      	|  5.6071e-06     	|
teardown                           	|  1.5996e-05     	|1              	|  1.5996e-05     	|  4.6666e-06     	|
prepare_data                       	|  1.0497e-05     	|1              	|  1.0497e-05     	|  3.0623e-06     	|
configure_sharded_model            	|  8.27e-06       	|1              	|  8.27e-06       	|  2.4126e-06     	|
on_train_dataloader                	|  8.21e-06       	|1              	|  8.21e-06       	|  2.3951e-06     	|
on_val_dataloader                  	|  7.669e-06      	|1              	|  7.669e-06      	|  2.2373e-06     	|
configure_callbacks                	|  6.059e-06      	|1              	|  6.059e-06      	|  1.7676e-06     	|
