FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  521.06         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  0.99612        	|500            	|  498.06         	|  95.585         	|
run_training_batch                 	|  0.34381        	|1000           	|  343.81         	|  65.983         	|
optimizer_step_with_closure_0      	|  0.34109        	|1000           	|  341.09         	|  65.461         	|
training_step_and_backward         	|  0.25525        	|1000           	|  255.25         	|  48.987         	|
model_forward                      	|  0.15834        	|1000           	|  158.34         	|  30.389         	|
training_step                      	|  0.15818        	|1000           	|  158.18         	|  30.356         	|
backward                           	|  0.0955         	|1000           	|  95.5           	|  18.328         	|
get_train_batch                    	|  0.029608       	|1500           	|  44.412         	|  8.5234         	|
fetch_next_train_batch             	|  0.029574       	|1500           	|  44.361         	|  8.5136         	|
zero_grad                          	|  0.0013749      	|1000           	|  1.3749         	|  0.26386        	|
on_train_batch_end                 	|  0.0013287      	|1000           	|  1.3287         	|  0.25501        	|
training_batch_to_device           	|  0.00059832     	|1000           	|  0.59832        	|  0.11483        	|
on_train_epoch_start               	|  0.00028377     	|500            	|  0.14188        	|  0.02723        	|
on_train_epoch_end                 	|  0.00026981     	|500            	|  0.1349         	|  0.02589        	|
on_train_batch_start               	|  0.00010621     	|1000           	|  0.10621        	|  0.020383       	|
on_batch_start                     	|  3.6198e-05     	|1000           	|  0.036198       	|  0.006947       	|
on_train_end                       	|  0.023714       	|1              	|  0.023714       	|  0.0045511      	|
on_pretrain_routine_start          	|  0.022805       	|1              	|  0.022805       	|  0.0043766      	|
on_before_zero_grad                	|  2.1375e-05     	|1000           	|  0.021375       	|  0.0041022      	|
on_batch_end                       	|  1.3653e-05     	|1000           	|  0.013653       	|  0.0026202      	|
on_before_optimizer_step           	|  1.2543e-05     	|1000           	|  0.012543       	|  0.0024071      	|
on_before_backward                 	|  1.1804e-05     	|1000           	|  0.011804       	|  0.0022653      	|
on_after_backward                  	|  1.1419e-05     	|1000           	|  0.011419       	|  0.0021915      	|
configure_optimizers               	|  0.008433       	|1              	|  0.008433       	|  0.0016184      	|
training_step_end                  	|  7.5968e-06     	|1000           	|  0.0075968      	|  0.0014579      	|
on_epoch_end                       	|  1.046e-05      	|500            	|  0.0052302      	|  0.0010038      	|
on_epoch_start                     	|  1.0423e-05     	|500            	|  0.0052117      	|  0.0010002      	|
on_train_start                     	|  0.00071136     	|1              	|  0.00071136     	|  0.00013652     	|
on_fit_end                         	|  2.4456e-05     	|1              	|  2.4456e-05     	|  4.6935e-06     	|
on_before_accelerator_backend_setup	|  2.0489e-05     	|1              	|  2.0489e-05     	|  3.9322e-06     	|
on_fit_start                       	|  1.614e-05      	|1              	|  1.614e-05      	|  3.0975e-06     	|
on_configure_sharded_model         	|  1.3576e-05     	|1              	|  1.3576e-05     	|  2.6054e-06     	|
setup                              	|  1.2844e-05     	|1              	|  1.2844e-05     	|  2.465e-06      	|
teardown                           	|  1.088e-05      	|1              	|  1.088e-05      	|  2.0881e-06     	|
on_pretrain_routine_end            	|  1.047e-05      	|1              	|  1.047e-05      	|  2.0093e-06     	|
prepare_data                       	|  8.255e-06      	|1              	|  8.255e-06      	|  1.5843e-06     	|
configure_callbacks                	|  5.2201e-06     	|1              	|  5.2201e-06     	|  1.0018e-06     	|
on_val_dataloader                  	|  4.718e-06      	|1              	|  4.718e-06      	|  9.0545e-07     	|
configure_sharded_model            	|  4.3679e-06     	|1              	|  4.3679e-06     	|  8.3827e-07     	|
on_train_dataloader                	|  3.997e-06      	|1              	|  3.997e-06      	|  7.6709e-07     	|
