FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  726.88         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  3.5403         	|200            	|  708.06         	|  97.411         	|
run_training_batch                 	|  0.30518        	|1000           	|  305.18         	|  41.985         	|
optimizer_step_with_closure_0      	|  0.30077        	|1000           	|  300.77         	|  41.378         	|
training_step_and_backward         	|  0.23554        	|1000           	|  235.54         	|  32.404         	|
backward                           	|  0.12174        	|1000           	|  121.74         	|  16.748         	|
model_forward                      	|  0.11224        	|1000           	|  112.24         	|  15.441         	|
training_step                      	|  0.11202        	|1000           	|  112.02         	|  15.412         	|
get_train_batch                    	|  0.065096       	|1200           	|  78.115         	|  10.747         	|
fetch_next_train_batch             	|  0.065063       	|1200           	|  78.075         	|  10.741         	|
on_train_batch_end                 	|  0.0023509      	|1000           	|  2.3509         	|  0.32342        	|
zero_grad                          	|  0.0015247      	|1000           	|  1.5247         	|  0.20977        	|
training_batch_to_device           	|  0.00041582     	|1000           	|  0.41582        	|  0.057206       	|
on_train_batch_start               	|  0.0001086      	|1000           	|  0.1086         	|  0.01494        	|
on_train_epoch_start               	|  0.00033682     	|200            	|  0.067365       	|  0.0092677      	|
on_train_epoch_end                 	|  0.00032383     	|200            	|  0.064765       	|  0.0089101      	|
on_train_end                       	|  0.044034       	|1              	|  0.044034       	|  0.006058       	|
on_batch_start                     	|  3.3019e-05     	|1000           	|  0.033019       	|  0.0045426      	|
on_after_backward                  	|  3.0222e-05     	|1000           	|  0.030222       	|  0.0041577      	|
on_pretrain_routine_start          	|  0.023228       	|1              	|  0.023228       	|  0.0031955      	|
on_before_zero_grad                	|  2.172e-05      	|1000           	|  0.02172        	|  0.0029881      	|
on_batch_end                       	|  1.5974e-05     	|1000           	|  0.015974       	|  0.0021977      	|
on_before_optimizer_step           	|  1.4525e-05     	|1000           	|  0.014525       	|  0.0019983      	|
configure_optimizers               	|  0.014352       	|1              	|  0.014352       	|  0.0019744      	|
on_before_backward                 	|  1.3894e-05     	|1000           	|  0.013894       	|  0.0019115      	|
training_step_end                  	|  8.462e-06      	|1000           	|  0.008462       	|  0.0011642      	|
on_epoch_end                       	|  1.2127e-05     	|200            	|  0.0024254      	|  0.00033367     	|
on_epoch_start                     	|  1.1774e-05     	|200            	|  0.0023548      	|  0.00032397     	|
on_train_start                     	|  0.0012703      	|1              	|  0.0012703      	|  0.00017477     	|
on_fit_end                         	|  6.7178e-05     	|1              	|  6.7178e-05     	|  9.242e-06      	|
on_fit_start                       	|  4.638e-05      	|1              	|  4.638e-05      	|  6.3807e-06     	|
setup                              	|  3.3287e-05     	|1              	|  3.3287e-05     	|  4.5795e-06     	|
on_before_accelerator_backend_setup	|  2.6848e-05     	|1              	|  2.6848e-05     	|  3.6936e-06     	|
on_configure_sharded_model         	|  2.2059e-05     	|1              	|  2.2059e-05     	|  3.0348e-06     	|
on_pretrain_routine_end            	|  1.5654e-05     	|1              	|  1.5654e-05     	|  2.1536e-06     	|
teardown                           	|  1.4484e-05     	|1              	|  1.4484e-05     	|  1.9926e-06     	|
prepare_data                       	|  1.0774e-05     	|1              	|  1.0774e-05     	|  1.4822e-06     	|
on_train_dataloader                	|  1.0516e-05     	|1              	|  1.0516e-05     	|  1.4468e-06     	|
on_val_dataloader                  	|  9.1307e-06     	|1              	|  9.1307e-06     	|  1.2562e-06     	|
configure_sharded_model            	|  8.4806e-06     	|1              	|  8.4806e-06     	|  1.1667e-06     	|
configure_callbacks                	|  7.6834e-06     	|1              	|  7.6834e-06     	|  1.057e-06      	|
