FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1171.6         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.3088         	|500            	|  1154.4         	|  98.528         	|
run_training_batch                 	|  0.26829        	|1000           	|  268.29         	|  22.898         	|
optimizer_step_with_closure_0      	|  0.26464        	|1000           	|  264.64         	|  22.587         	|
training_step_and_backward         	|  0.20438        	|1000           	|  204.38         	|  17.444         	|
get_train_batch                    	|  0.11218        	|1500           	|  168.27         	|  14.362         	|
fetch_next_train_batch             	|  0.11214        	|1500           	|  168.2          	|  14.356         	|
backward                           	|  0.10621        	|1000           	|  106.21         	|  9.0649         	|
model_forward                      	|  0.096783       	|1000           	|  96.783         	|  8.2605         	|
training_step                      	|  0.096579       	|1000           	|  96.579         	|  8.2431         	|
on_train_batch_end                 	|  0.0019524      	|1000           	|  1.9524         	|  0.16663        	|
zero_grad                          	|  0.0013537      	|1000           	|  1.3537         	|  0.11554        	|
training_batch_to_device           	|  0.00064875     	|1000           	|  0.64875        	|  0.055371       	|
on_train_epoch_start               	|  0.00032145     	|500            	|  0.16072        	|  0.013718       	|
on_train_epoch_end                 	|  0.00031106     	|500            	|  0.15553        	|  0.013275       	|
on_train_batch_start               	|  0.00011018     	|1000           	|  0.11018        	|  0.0094036      	|
on_batch_start                     	|  4.5716e-05     	|1000           	|  0.045716       	|  0.0039019      	|
on_train_end                       	|  0.042106       	|1              	|  0.042106       	|  0.0035938      	|
on_pretrain_routine_start          	|  0.021772       	|1              	|  0.021772       	|  0.0018583      	|
on_before_zero_grad                	|  2.0905e-05     	|1000           	|  0.020905       	|  0.0017843      	|
on_after_backward                  	|  2.0417e-05     	|1000           	|  0.020417       	|  0.0017426      	|
on_batch_end                       	|  1.7596e-05     	|1000           	|  0.017596       	|  0.0015019      	|
on_before_optimizer_step           	|  1.3791e-05     	|1000           	|  0.013791       	|  0.0011771      	|
on_before_backward                 	|  1.3212e-05     	|1000           	|  0.013212       	|  0.0011276      	|
configure_optimizers               	|  0.010417       	|1              	|  0.010417       	|  0.00088907     	|
training_step_end                  	|  8.0494e-06     	|1000           	|  0.0080494      	|  0.00068702     	|
on_epoch_end                       	|  1.3209e-05     	|500            	|  0.0066043      	|  0.00056368     	|
on_epoch_start                     	|  1.0805e-05     	|500            	|  0.0054026      	|  0.00046111     	|
on_train_start                     	|  0.00096576     	|1              	|  0.00096576     	|  8.2428e-05     	|
on_fit_start                       	|  4.2912e-05     	|1              	|  4.2912e-05     	|  3.6625e-06     	|
on_fit_end                         	|  2.8996e-05     	|1              	|  2.8996e-05     	|  2.4748e-06     	|
on_before_accelerator_backend_setup	|  2.2851e-05     	|1              	|  2.2851e-05     	|  1.9503e-06     	|
on_configure_sharded_model         	|  2.2143e-05     	|1              	|  2.2143e-05     	|  1.8899e-06     	|
setup                              	|  2.0627e-05     	|1              	|  2.0627e-05     	|  1.7605e-06     	|
teardown                           	|  1.5501e-05     	|1              	|  1.5501e-05     	|  1.323e-06      	|
on_pretrain_routine_end            	|  1.4832e-05     	|1              	|  1.4832e-05     	|  1.2659e-06     	|
prepare_data                       	|  9.8646e-06     	|1              	|  9.8646e-06     	|  8.4195e-07     	|
configure_callbacks                	|  7.6704e-06     	|1              	|  7.6704e-06     	|  6.5467e-07     	|
on_train_dataloader                	|  7.2531e-06     	|1              	|  7.2531e-06     	|  6.1906e-07     	|
on_val_dataloader                  	|  7.2196e-06     	|1              	|  7.2196e-06     	|  6.162e-07      	|
configure_sharded_model            	|  6.6124e-06     	|1              	|  6.6124e-06     	|  5.6437e-07     	|
