FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1260.9         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.4885         	|500            	|  1244.3         	|  98.681         	|
run_training_batch                 	|  0.24646        	|1000           	|  246.46         	|  19.547         	|
optimizer_step_with_closure_0      	|  0.24419        	|1000           	|  244.19         	|  19.367         	|
get_train_batch                    	|  0.13248        	|1500           	|  198.72         	|  15.761         	|
fetch_next_train_batch             	|  0.13243        	|1500           	|  198.64         	|  15.754         	|
training_step_and_backward         	|  0.18415        	|1000           	|  184.15         	|  14.604         	|
model_forward                      	|  0.096901       	|1000           	|  96.901         	|  7.6851         	|
training_step                      	|  0.096689       	|1000           	|  96.689         	|  7.6684         	|
backward                           	|  0.085821       	|1000           	|  85.821         	|  6.8064         	|
on_train_batch_end                 	|  0.0017735      	|1000           	|  1.7735         	|  0.14066        	|
zero_grad                          	|  0.0013889      	|1000           	|  1.3889         	|  0.11015        	|
training_batch_to_device           	|  0.0006473      	|1000           	|  0.6473         	|  0.051337       	|
on_train_epoch_start               	|  0.00031537     	|500            	|  0.15769        	|  0.012506       	|
on_train_epoch_end                 	|  0.00030833     	|500            	|  0.15417        	|  0.012227       	|
on_train_batch_start               	|  0.0001094      	|1000           	|  0.1094         	|  0.0086764      	|
on_batch_start                     	|  5.3671e-05     	|1000           	|  0.053671       	|  0.0042566      	|
on_train_end                       	|  0.040831       	|1              	|  0.040831       	|  0.0032382      	|
on_before_zero_grad                	|  2.1774e-05     	|1000           	|  0.021774       	|  0.0017269      	|
on_pretrain_routine_start          	|  0.021449       	|1              	|  0.021449       	|  0.0017011      	|
on_after_backward                  	|  2.052e-05      	|1000           	|  0.02052        	|  0.0016274      	|
on_batch_end                       	|  1.688e-05      	|1000           	|  0.01688        	|  0.0013387      	|
on_before_optimizer_step           	|  1.3972e-05     	|1000           	|  0.013972       	|  0.0011081      	|
on_before_backward                 	|  1.313e-05      	|1000           	|  0.01313        	|  0.0010414      	|
configure_optimizers               	|  0.010206       	|1              	|  0.010206       	|  0.00080944     	|
training_step_end                  	|  8.2268e-06     	|1000           	|  0.0082268      	|  0.00065246     	|
on_epoch_end                       	|  1.0886e-05     	|500            	|  0.0054428      	|  0.00043166     	|
on_epoch_start                     	|  1.0567e-05     	|500            	|  0.0052837      	|  0.00041905     	|
on_train_start                     	|  0.00099562     	|1              	|  0.00099562     	|  7.8962e-05     	|
on_fit_end                         	|  7.4459e-05     	|1              	|  7.4459e-05     	|  5.9053e-06     	|
on_fit_start                       	|  4.2967e-05     	|1              	|  4.2967e-05     	|  3.4077e-06     	|
on_before_accelerator_backend_setup	|  2.6301e-05     	|1              	|  2.6301e-05     	|  2.0859e-06     	|
setup                              	|  1.9958e-05     	|1              	|  1.9958e-05     	|  1.5829e-06     	|
on_configure_sharded_model         	|  1.8679e-05     	|1              	|  1.8679e-05     	|  1.4814e-06     	|
teardown                           	|  1.7239e-05     	|1              	|  1.7239e-05     	|  1.3672e-06     	|
on_pretrain_routine_end            	|  1.6402e-05     	|1              	|  1.6402e-05     	|  1.3009e-06     	|
prepare_data                       	|  9.1195e-06     	|1              	|  9.1195e-06     	|  7.2326e-07     	|
configure_callbacks                	|  6.9607e-06     	|1              	|  6.9607e-06     	|  5.5205e-07     	|
on_val_dataloader                  	|  6.7577e-06     	|1              	|  6.7577e-06     	|  5.3595e-07     	|
configure_sharded_model            	|  6.1784e-06     	|1              	|  6.1784e-06     	|  4.9e-07        	|
on_train_dataloader                	|  6.1151e-06     	|1              	|  6.1151e-06     	|  4.8498e-07     	|
