FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  442.3          	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.0929         	|200            	|  418.59         	|  94.639         	|
run_training_batch                 	|  0.34766        	|1000           	|  347.66         	|  78.603         	|
optimizer_step_with_closure_0      	|  0.34498        	|1000           	|  344.98         	|  77.997         	|
training_step_and_backward         	|  0.26868        	|1000           	|  268.68         	|  60.745         	|
model_forward                      	|  0.15963        	|1000           	|  159.63         	|  36.09          	|
training_step                      	|  0.15948        	|1000           	|  159.48         	|  36.056         	|
backward                           	|  0.10772        	|1000           	|  107.72         	|  24.354         	|
get_train_batch                    	|  0.01659        	|1200           	|  19.908         	|  4.501          	|
fetch_next_train_batch             	|  0.016565       	|1200           	|  19.878         	|  4.4943         	|
zero_grad                          	|  0.0013053      	|1000           	|  1.3053         	|  0.29511        	|
on_train_batch_end                 	|  0.001244       	|1000           	|  1.244          	|  0.28126        	|
training_batch_to_device           	|  0.000354       	|1000           	|  0.354          	|  0.080036       	|
on_train_batch_start               	|  9.7105e-05     	|1000           	|  0.097105       	|  0.021955       	|
on_train_epoch_start               	|  0.00027835     	|200            	|  0.05567        	|  0.012587       	|
on_train_epoch_end                 	|  0.00024697     	|200            	|  0.049395       	|  0.011168       	|
on_train_end                       	|  0.023528       	|1              	|  0.023528       	|  0.0053195      	|
on_batch_start                     	|  2.2536e-05     	|1000           	|  0.022536       	|  0.0050951      	|
on_pretrain_routine_start          	|  0.022479       	|1              	|  0.022479       	|  0.0050824      	|
on_before_zero_grad                	|  1.5968e-05     	|1000           	|  0.015968       	|  0.0036103      	|
on_batch_end                       	|  1.3431e-05     	|1000           	|  0.013431       	|  0.0030367      	|
on_after_backward                  	|  1.1354e-05     	|1000           	|  0.011354       	|  0.002567       	|
on_before_optimizer_step           	|  1.1232e-05     	|1000           	|  0.011232       	|  0.0025394      	|
on_before_backward                 	|  1.1216e-05     	|1000           	|  0.011216       	|  0.0025359      	|
configure_optimizers               	|  0.0087946      	|1              	|  0.0087946      	|  0.0019884      	|
training_step_end                  	|  6.5445e-06     	|1000           	|  0.0065445      	|  0.0014797      	|
on_epoch_start                     	|  1.1069e-05     	|200            	|  0.0022137      	|  0.0005005      	|
on_epoch_end                       	|  1.089e-05      	|200            	|  0.0021781      	|  0.00049244     	|
on_train_start                     	|  0.00079374     	|1              	|  0.00079374     	|  0.00017946     	|
on_before_accelerator_backend_setup	|  2.2502e-05     	|1              	|  2.2502e-05     	|  5.0875e-06     	|
on_fit_end                         	|  2.2472e-05     	|1              	|  2.2472e-05     	|  5.0807e-06     	|
setup                              	|  1.6781e-05     	|1              	|  1.6781e-05     	|  3.794e-06      	|
on_fit_start                       	|  1.599e-05      	|1              	|  1.599e-05      	|  3.6152e-06     	|
on_configure_sharded_model         	|  1.3415e-05     	|1              	|  1.3415e-05     	|  3.033e-06      	|
on_pretrain_routine_end            	|  1.2754e-05     	|1              	|  1.2754e-05     	|  2.8836e-06     	|
teardown                           	|  9.608e-06      	|1              	|  9.608e-06      	|  2.1723e-06     	|
prepare_data                       	|  8.5459e-06     	|1              	|  8.5459e-06     	|  1.9322e-06     	|
configure_callbacks                	|  6.4831e-06     	|1              	|  6.4831e-06     	|  1.4658e-06     	|
on_val_dataloader                  	|  4.84e-06       	|1              	|  4.84e-06       	|  1.0943e-06     	|
configure_sharded_model            	|  4.658e-06      	|1              	|  4.658e-06      	|  1.0531e-06     	|
on_train_dataloader                	|  4.2081e-06     	|1              	|  4.2081e-06     	|  9.5141e-07     	|
