FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  460.53         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  0.87536        	|500            	|  437.68         	|  95.039         	|
run_training_batch                 	|  0.28704        	|1000           	|  287.04         	|  62.328         	|
optimizer_step_with_closure_0      	|  0.28437        	|1000           	|  284.37         	|  61.75          	|
training_step_and_backward         	|  0.2164         	|1000           	|  216.4          	|  46.989         	|
model_forward                      	|  0.13244        	|1000           	|  132.44         	|  28.759         	|
training_step                      	|  0.13228        	|1000           	|  132.28         	|  28.724         	|
backward                           	|  0.082596       	|1000           	|  82.596         	|  17.935         	|
get_train_batch                    	|  0.028613       	|1500           	|  42.919         	|  9.3196         	|
fetch_next_train_batch             	|  0.02858        	|1500           	|  42.87          	|  9.3088         	|
zero_grad                          	|  0.0013283      	|1000           	|  1.3283         	|  0.28843        	|
on_train_batch_end                 	|  0.0013042      	|1000           	|  1.3042         	|  0.28321        	|
training_batch_to_device           	|  0.0006031      	|1000           	|  0.6031         	|  0.13096        	|
on_train_epoch_end                 	|  0.00027324     	|500            	|  0.13662        	|  0.029666       	|
on_train_epoch_start               	|  0.00027211     	|500            	|  0.13605        	|  0.029543       	|
on_train_batch_start               	|  0.00010638     	|1000           	|  0.10638        	|  0.023099       	|
on_batch_start                     	|  3.4208e-05     	|1000           	|  0.034208       	|  0.0074279      	|
on_train_end                       	|  0.023863       	|1              	|  0.023863       	|  0.0051816      	|
on_pretrain_routine_start          	|  0.022683       	|1              	|  0.022683       	|  0.0049254      	|
on_before_zero_grad                	|  2.0683e-05     	|1000           	|  0.020683       	|  0.0044912      	|
on_batch_end                       	|  1.364e-05      	|1000           	|  0.01364        	|  0.0029619      	|
on_before_optimizer_step           	|  1.1842e-05     	|1000           	|  0.011842       	|  0.0025713      	|
on_after_backward                  	|  1.1104e-05     	|1000           	|  0.011104       	|  0.0024112      	|
on_before_backward                 	|  1.068e-05      	|1000           	|  0.01068        	|  0.002319       	|
configure_optimizers               	|  0.0085688      	|1              	|  0.0085688      	|  0.0018607      	|
training_step_end                  	|  7.7068e-06     	|1000           	|  0.0077068      	|  0.0016735      	|
on_epoch_start                     	|  1.0805e-05     	|500            	|  0.0054024      	|  0.0011731      	|
on_epoch_end                       	|  1.0446e-05     	|500            	|  0.0052232      	|  0.0011342      	|
on_train_start                     	|  0.00074261     	|1              	|  0.00074261     	|  0.00016125     	|
on_fit_end                         	|  2.2693e-05     	|1              	|  2.2693e-05     	|  4.9276e-06     	|
on_before_accelerator_backend_setup	|  2.0799e-05     	|1              	|  2.0799e-05     	|  4.5163e-06     	|
on_fit_start                       	|  1.6741e-05     	|1              	|  1.6741e-05     	|  3.6352e-06     	|
on_configure_sharded_model         	|  1.5118e-05     	|1              	|  1.5118e-05     	|  3.2828e-06     	|
setup                              	|  1.4246e-05     	|1              	|  1.4246e-05     	|  3.0934e-06     	|
teardown                           	|  1.03e-05       	|1              	|  1.03e-05       	|  2.2366e-06     	|
on_pretrain_routine_end            	|  9.478e-06      	|1              	|  9.478e-06      	|  2.0581e-06     	|
prepare_data                       	|  7.914e-06      	|1              	|  7.914e-06      	|  1.7185e-06     	|
configure_callbacks                	|  6.452e-06      	|1              	|  6.452e-06      	|  1.401e-06      	|
on_val_dataloader                  	|  4.95e-06       	|1              	|  4.95e-06       	|  1.0748e-06     	|
configure_sharded_model            	|  4.578e-06      	|1              	|  4.578e-06      	|  9.9408e-07     	|
on_train_dataloader                	|  4.128e-06      	|1              	|  4.128e-06      	|  8.9636e-07     	|
