FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1264.7         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.4943         	|500            	|  1247.2         	|  98.617         	|
run_training_batch                 	|  0.24868        	|1000           	|  248.68         	|  19.664         	|
optimizer_step_with_closure_0      	|  0.24645        	|1000           	|  246.45         	|  19.488         	|
get_train_batch                    	|  0.13147        	|1500           	|  197.2          	|  15.593         	|
fetch_next_train_batch             	|  0.13143        	|1500           	|  197.14         	|  15.589         	|
training_step_and_backward         	|  0.18519        	|1000           	|  185.19         	|  14.644         	|
model_forward                      	|  0.097754       	|1000           	|  97.754         	|  7.7297         	|
training_step                      	|  0.09755        	|1000           	|  97.55          	|  7.7136         	|
backward                           	|  0.086035       	|1000           	|  86.035         	|  6.8031         	|
on_train_batch_end                 	|  0.0017356      	|1000           	|  1.7356         	|  0.13724        	|
zero_grad                          	|  0.0013615      	|1000           	|  1.3615         	|  0.10766        	|
training_batch_to_device           	|  0.00065625     	|1000           	|  0.65625        	|  0.051892       	|
on_train_epoch_start               	|  0.00031821     	|500            	|  0.15911        	|  0.012581       	|
on_train_epoch_end                 	|  0.00030388     	|500            	|  0.15194        	|  0.012014       	|
on_train_batch_start               	|  0.0001099      	|1000           	|  0.1099         	|  0.0086904      	|
on_batch_start                     	|  5.0121e-05     	|1000           	|  0.050121       	|  0.0039632      	|
on_train_end                       	|  0.042284       	|1              	|  0.042284       	|  0.0033435      	|
on_pretrain_routine_start          	|  0.021417       	|1              	|  0.021417       	|  0.0016935      	|
on_before_zero_grad                	|  2.1373e-05     	|1000           	|  0.021373       	|  0.00169        	|
on_after_backward                  	|  1.9027e-05     	|1000           	|  0.019027       	|  0.0015045      	|
on_batch_end                       	|  1.7321e-05     	|1000           	|  0.017321       	|  0.0013696      	|
on_before_optimizer_step           	|  1.2997e-05     	|1000           	|  0.012997       	|  0.0010277      	|
configure_optimizers               	|  0.012806       	|1              	|  0.012806       	|  0.0010126      	|
on_before_backward                 	|  1.26e-05       	|1000           	|  0.0126         	|  0.00099636     	|
training_step_end                  	|  8.0804e-06     	|1000           	|  0.0080804      	|  0.00063894     	|
on_epoch_end                       	|  1.0989e-05     	|500            	|  0.0054944      	|  0.00043446     	|
on_epoch_start                     	|  1.0627e-05     	|500            	|  0.0053136      	|  0.00042016     	|
on_train_start                     	|  0.00094211     	|1              	|  0.00094211     	|  7.4496e-05     	|
on_fit_start                       	|  4.3383e-05     	|1              	|  4.3383e-05     	|  3.4304e-06     	|
on_fit_end                         	|  2.9139e-05     	|1              	|  2.9139e-05     	|  2.3041e-06     	|
setup                              	|  2.3333e-05     	|1              	|  2.3333e-05     	|  1.845e-06      	|
on_before_accelerator_backend_setup	|  2.3203e-05     	|1              	|  2.3203e-05     	|  1.8347e-06     	|
on_configure_sharded_model         	|  2.3203e-05     	|1              	|  2.3203e-05     	|  1.8347e-06     	|
teardown                           	|  1.5514e-05     	|1              	|  1.5514e-05     	|  1.2267e-06     	|
on_pretrain_routine_end            	|  1.4089e-05     	|1              	|  1.4089e-05     	|  1.1141e-06     	|
prepare_data                       	|  1.1716e-05     	|1              	|  1.1716e-05     	|  9.2642e-07     	|
configure_sharded_model            	|  6.7372e-06     	|1              	|  6.7372e-06     	|  5.3273e-07     	|
on_val_dataloader                  	|  6.4597e-06     	|1              	|  6.4597e-06     	|  5.1079e-07     	|
configure_callbacks                	|  6.4299e-06     	|1              	|  6.4299e-06     	|  5.0843e-07     	|
on_train_dataloader                	|  6.1709e-06     	|1              	|  6.1709e-06     	|  4.8796e-07     	|
