FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1269.2         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.5042         	|500            	|  1252.1         	|  98.654         	|
run_training_batch                 	|  0.25284        	|1000           	|  252.84         	|  19.922         	|
optimizer_step_with_closure_0      	|  0.25064        	|1000           	|  250.64         	|  19.748         	|
get_train_batch                    	|  0.13215        	|1500           	|  198.23         	|  15.618         	|
fetch_next_train_batch             	|  0.13211        	|1500           	|  198.17         	|  15.614         	|
training_step_and_backward         	|  0.18953        	|1000           	|  189.53         	|  14.933         	|
model_forward                      	|  0.099496       	|1000           	|  99.496         	|  7.8394         	|
training_step                      	|  0.09929        	|1000           	|  99.29          	|  7.8231         	|
backward                           	|  0.088585       	|1000           	|  88.585         	|  6.9796         	|
on_train_batch_end                 	|  0.0017539      	|1000           	|  1.7539         	|  0.13819        	|
zero_grad                          	|  0.0014153      	|1000           	|  1.4153         	|  0.11151        	|
training_batch_to_device           	|  0.00067799     	|1000           	|  0.67799        	|  0.053419       	|
on_train_epoch_start               	|  0.00032584     	|500            	|  0.16292        	|  0.012837       	|
on_train_epoch_end                 	|  0.0003065      	|500            	|  0.15325        	|  0.012075       	|
on_train_batch_start               	|  0.00011385     	|1000           	|  0.11385        	|  0.0089699      	|
on_batch_start                     	|  4.8232e-05     	|1000           	|  0.048232       	|  0.0038002      	|
on_train_end                       	|  0.043439       	|1              	|  0.043439       	|  0.0034226      	|
on_pretrain_routine_start          	|  0.022341       	|1              	|  0.022341       	|  0.0017602      	|
on_before_zero_grad                	|  2.1165e-05     	|1000           	|  0.021165       	|  0.0016676      	|
on_after_backward                  	|  2.0704e-05     	|1000           	|  0.020704       	|  0.0016313      	|
on_batch_end                       	|  1.6413e-05     	|1000           	|  0.016413       	|  0.0012932      	|
on_before_optimizer_step           	|  1.3137e-05     	|1000           	|  0.013137       	|  0.001035       	|
on_before_backward                 	|  1.2233e-05     	|1000           	|  0.012233       	|  0.00096384     	|
configure_optimizers               	|  0.01048        	|1              	|  0.01048        	|  0.00082575     	|
training_step_end                  	|  8.1203e-06     	|1000           	|  0.0081203      	|  0.0006398      	|
on_epoch_start                     	|  1.0773e-05     	|500            	|  0.0053865      	|  0.00042441     	|
on_epoch_end                       	|  1.0718e-05     	|500            	|  0.0053592      	|  0.00042225     	|
on_train_start                     	|  0.0010943      	|1              	|  0.0010943      	|  8.6221e-05     	|
on_fit_end                         	|  6.0832e-05     	|1              	|  6.0832e-05     	|  4.793e-06      	|
on_fit_start                       	|  4.2519e-05     	|1              	|  4.2519e-05     	|  3.3501e-06     	|
on_before_accelerator_backend_setup	|  2.1726e-05     	|1              	|  2.1726e-05     	|  1.7118e-06     	|
teardown                           	|  2.1627e-05     	|1              	|  2.1627e-05     	|  1.704e-06      	|
on_configure_sharded_model         	|  1.9999e-05     	|1              	|  1.9999e-05     	|  1.5757e-06     	|
setup                              	|  1.9135e-05     	|1              	|  1.9135e-05     	|  1.5077e-06     	|
on_pretrain_routine_end            	|  1.7082e-05     	|1              	|  1.7082e-05     	|  1.3459e-06     	|
on_val_dataloader                  	|  7.7523e-06     	|1              	|  7.7523e-06     	|  6.1081e-07     	|
configure_callbacks                	|  7.404e-06      	|1              	|  7.404e-06      	|  5.8337e-07     	|
prepare_data                       	|  6.9737e-06     	|1              	|  6.9737e-06     	|  5.4946e-07     	|
on_train_dataloader                	|  6.4597e-06     	|1              	|  6.4597e-06     	|  5.0896e-07     	|
configure_sharded_model            	|  5.8971e-06     	|1              	|  5.8971e-06     	|  4.6464e-07     	|
