FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  628.18         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  3.6363         	|167            	|  607.26         	|  96.67          	|
run_training_batch                 	|  0.24513        	|1000           	|  245.13         	|  39.022         	|
optimizer_step_with_closure_0      	|  0.24301        	|1000           	|  243.01         	|  38.684         	|
training_step_and_backward         	|  0.18282        	|1000           	|  182.82         	|  29.104         	|
model_forward                      	|  0.095448       	|1000           	|  95.448         	|  15.194         	|
training_step                      	|  0.095274       	|1000           	|  95.274         	|  15.167         	|
backward                           	|  0.086063       	|1000           	|  86.063         	|  13.7           	|
get_train_batch                    	|  0.067695       	|1167           	|  79.0           	|  12.576         	|
fetch_next_train_batch             	|  0.067669       	|1167           	|  78.969         	|  12.571         	|
on_train_batch_end                 	|  0.0016428      	|1000           	|  1.6428         	|  0.26152        	|
zero_grad                          	|  0.0012816      	|1000           	|  1.2816         	|  0.20401        	|
training_batch_to_device           	|  0.00035069     	|1000           	|  0.35069        	|  0.055826       	|
on_train_batch_start               	|  0.00015384     	|1000           	|  0.15384        	|  0.02449        	|
on_train_epoch_end                 	|  0.00032594     	|167            	|  0.054432       	|  0.008665       	|
on_train_epoch_start               	|  0.00030841     	|167            	|  0.051505       	|  0.0081991      	|
on_train_end                       	|  0.046492       	|1              	|  0.046492       	|  0.007401       	|
on_batch_start                     	|  2.8295e-05     	|1000           	|  0.028295       	|  0.0045042      	|
on_pretrain_routine_start          	|  0.022481       	|1              	|  0.022481       	|  0.0035788      	|
on_after_backward                  	|  1.8832e-05     	|1000           	|  0.018832       	|  0.0029978      	|
on_before_zero_grad                	|  1.6323e-05     	|1000           	|  0.016323       	|  0.0025984      	|
on_batch_end                       	|  1.4934e-05     	|1000           	|  0.014934       	|  0.0023774      	|
on_before_backward                 	|  1.211e-05      	|1000           	|  0.01211        	|  0.0019277      	|
on_before_optimizer_step           	|  1.2084e-05     	|1000           	|  0.012084       	|  0.0019237      	|
configure_optimizers               	|  0.011207       	|1              	|  0.011207       	|  0.001784       	|
training_step_end                  	|  6.6849e-06     	|1000           	|  0.0066849      	|  0.0010642      	|
on_epoch_end                       	|  1.1428e-05     	|167            	|  0.0019085      	|  0.00030382     	|
on_train_start                     	|  0.0017713      	|1              	|  0.0017713      	|  0.00028197     	|
on_epoch_start                     	|  1.0505e-05     	|167            	|  0.0017543      	|  0.00027928     	|
on_fit_end                         	|  0.00017586     	|1              	|  0.00017586     	|  2.7996e-05     	|
on_fit_start                       	|  4.3029e-05     	|1              	|  4.3029e-05     	|  6.8498e-06     	|
on_before_accelerator_backend_setup	|  2.6237e-05     	|1              	|  2.6237e-05     	|  4.1767e-06     	|
on_configure_sharded_model         	|  2.0068e-05     	|1              	|  2.0068e-05     	|  3.1947e-06     	|
setup                              	|  1.9647e-05     	|1              	|  1.9647e-05     	|  3.1276e-06     	|
teardown                           	|  1.6399e-05     	|1              	|  1.6399e-05     	|  2.6105e-06     	|
on_pretrain_routine_end            	|  1.1956e-05     	|1              	|  1.1956e-05     	|  1.9033e-06     	|
configure_callbacks                	|  1.0833e-05     	|1              	|  1.0833e-05     	|  1.7245e-06     	|
on_val_dataloader                  	|  9.1903e-06     	|1              	|  9.1903e-06     	|  1.463e-06      	|
prepare_data                       	|  8.5551e-06     	|1              	|  8.5551e-06     	|  1.3619e-06     	|
on_train_dataloader                	|  6.9924e-06     	|1              	|  6.9924e-06     	|  1.1131e-06     	|
configure_sharded_model            	|  6.4e-06        	|1              	|  6.4e-06        	|  1.0188e-06     	|
