FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  674.09         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  3.9112         	|167            	|  653.17         	|  96.896         	|
run_training_batch                 	|  0.2823         	|1000           	|  282.3          	|  41.878         	|
optimizer_step_with_closure_0      	|  0.27956        	|1000           	|  279.56         	|  41.472         	|
training_step_and_backward         	|  0.21288        	|1000           	|  212.88         	|  31.58          	|
model_forward                      	|  0.11229        	|1000           	|  112.29         	|  16.659         	|
training_step                      	|  0.11211        	|1000           	|  112.11         	|  16.631         	|
backward                           	|  0.099033       	|1000           	|  99.033         	|  14.691         	|
get_train_batch                    	|  0.070521       	|1167           	|  82.298         	|  12.209         	|
fetch_next_train_batch             	|  0.070438       	|1167           	|  82.201         	|  12.194         	|
on_train_batch_end                 	|  0.001862       	|1000           	|  1.862          	|  0.27622        	|
zero_grad                          	|  0.0015184      	|1000           	|  1.5184         	|  0.22526        	|
training_batch_to_device           	|  0.00049452     	|1000           	|  0.49452        	|  0.073361       	|
on_train_batch_start               	|  9.9591e-05     	|1000           	|  0.099591       	|  0.014774       	|
on_train_epoch_start               	|  0.00032105     	|167            	|  0.053615       	|  0.0079537      	|
on_train_epoch_end                 	|  0.00030029     	|167            	|  0.050148       	|  0.0074394      	|
on_train_end                       	|  0.046812       	|1              	|  0.046812       	|  0.0069445      	|
on_batch_start                     	|  3.2094e-05     	|1000           	|  0.032094       	|  0.0047611      	|
on_pretrain_routine_start          	|  0.026273       	|1              	|  0.026273       	|  0.0038976      	|
on_after_backward                  	|  2.2824e-05     	|1000           	|  0.022824       	|  0.003386       	|
on_before_zero_grad                	|  1.8071e-05     	|1000           	|  0.018071       	|  0.0026808      	|
on_batch_end                       	|  1.5132e-05     	|1000           	|  0.015132       	|  0.0022448      	|
on_before_optimizer_step           	|  1.2951e-05     	|1000           	|  0.012951       	|  0.0019213      	|
configure_optimizers               	|  0.012309       	|1              	|  0.012309       	|  0.0018261      	|
on_before_backward                 	|  1.2266e-05     	|1000           	|  0.012266       	|  0.0018197      	|
training_step_end                  	|  6.7403e-06     	|1000           	|  0.0067403      	|  0.00099991     	|
on_epoch_end                       	|  1.0872e-05     	|167            	|  0.0018157      	|  0.00026936     	|
on_epoch_start                     	|  1.0646e-05     	|167            	|  0.0017779      	|  0.00026376     	|
on_train_start                     	|  0.0016626      	|1              	|  0.0016626      	|  0.00024665     	|
on_fit_end                         	|  4.3489e-05     	|1              	|  4.3489e-05     	|  6.4515e-06     	|
on_fit_start                       	|  4.2487e-05     	|1              	|  4.2487e-05     	|  6.3029e-06     	|
setup                              	|  3.0676e-05     	|1              	|  3.0676e-05     	|  4.5507e-06     	|
on_before_accelerator_backend_setup	|  2.9339e-05     	|1              	|  2.9339e-05     	|  4.3523e-06     	|
teardown                           	|  2.3708e-05     	|1              	|  2.3708e-05     	|  3.517e-06      	|
on_configure_sharded_model         	|  2.2359e-05     	|1              	|  2.2359e-05     	|  3.3169e-06     	|
on_pretrain_routine_end            	|  1.3862e-05     	|1              	|  1.3862e-05     	|  2.0564e-06     	|
prepare_data                       	|  1.098e-05      	|1              	|  1.098e-05      	|  1.6289e-06     	|
configure_callbacks                	|  1.0433e-05     	|1              	|  1.0433e-05     	|  1.5477e-06     	|
on_val_dataloader                  	|  8.1118e-06     	|1              	|  8.1118e-06     	|  1.2034e-06     	|
on_train_dataloader                	|  7.3761e-06     	|1              	|  7.3761e-06     	|  1.0942e-06     	|
configure_sharded_model            	|  7.35e-06       	|1              	|  7.35e-06       	|  1.0904e-06     	|
