FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  730.11         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  3.5591         	|200            	|  711.81         	|  97.494         	|
run_training_batch                 	|  0.29099        	|1000           	|  290.99         	|  39.856         	|
optimizer_step_with_closure_0      	|  0.28748        	|1000           	|  287.48         	|  39.375         	|
training_step_and_backward         	|  0.22172        	|1000           	|  221.72         	|  30.367         	|
model_forward                      	|  0.11165        	|1000           	|  111.65         	|  15.293         	|
training_step                      	|  0.11144        	|1000           	|  111.44         	|  15.264         	|
backward                           	|  0.10843        	|1000           	|  108.43         	|  14.851         	|
get_train_batch                    	|  0.068593       	|1200           	|  82.312         	|  11.274         	|
fetch_next_train_batch             	|  0.068561       	|1200           	|  82.273         	|  11.269         	|
on_train_batch_end                 	|  0.00232        	|1000           	|  2.32           	|  0.31776        	|
zero_grad                          	|  0.0015904      	|1000           	|  1.5904         	|  0.21783        	|
training_batch_to_device           	|  0.00049968     	|1000           	|  0.49968        	|  0.068439       	|
on_train_batch_start               	|  0.00012155     	|1000           	|  0.12155        	|  0.016649       	|
on_train_epoch_end                 	|  0.00033287     	|200            	|  0.066574       	|  0.0091183      	|
on_train_epoch_start               	|  0.00033231     	|200            	|  0.066463       	|  0.009103       	|
on_train_end                       	|  0.048919       	|1              	|  0.048919       	|  0.0067001      	|
on_batch_start                     	|  2.9672e-05     	|1000           	|  0.029672       	|  0.004064       	|
on_after_backward                  	|  2.961e-05      	|1000           	|  0.02961        	|  0.0040555      	|
on_pretrain_routine_start          	|  0.022539       	|1              	|  0.022539       	|  0.0030871      	|
on_before_zero_grad                	|  1.9684e-05     	|1000           	|  0.019684       	|  0.002696       	|
on_batch_end                       	|  1.6168e-05     	|1000           	|  0.016168       	|  0.0022144      	|
on_before_optimizer_step           	|  1.4308e-05     	|1000           	|  0.014308       	|  0.0019597      	|
on_before_backward                 	|  1.396e-05      	|1000           	|  0.01396        	|  0.0019121      	|
configure_optimizers               	|  0.011372       	|1              	|  0.011372       	|  0.0015576      	|
training_step_end                  	|  8.6994e-06     	|1000           	|  0.0086994      	|  0.0011915      	|
on_epoch_end                       	|  1.1886e-05     	|200            	|  0.0023773      	|  0.0003256      	|
on_epoch_start                     	|  1.1209e-05     	|200            	|  0.0022418      	|  0.00030705     	|
on_train_start                     	|  0.0011496      	|1              	|  0.0011496      	|  0.00015745     	|
on_fit_end                         	|  5.4741e-05     	|1              	|  5.4741e-05     	|  7.4976e-06     	|
on_fit_start                       	|  3.822e-05      	|1              	|  3.822e-05      	|  5.2347e-06     	|
configure_sharded_model            	|  3.2024e-05     	|1              	|  3.2024e-05     	|  4.3862e-06     	|
setup                              	|  2.7932e-05     	|1              	|  2.7932e-05     	|  3.8257e-06     	|
on_before_accelerator_backend_setup	|  2.481e-05      	|1              	|  2.481e-05      	|  3.3982e-06     	|
on_configure_sharded_model         	|  2.1568e-05     	|1              	|  2.1568e-05     	|  2.954e-06      	|
teardown                           	|  1.5087e-05     	|1              	|  1.5087e-05     	|  2.0664e-06     	|
on_pretrain_routine_end            	|  1.4558e-05     	|1              	|  1.4558e-05     	|  1.994e-06      	|
prepare_data                       	|  1.1325e-05     	|1              	|  1.1325e-05     	|  1.5511e-06     	|
on_train_dataloader                	|  7.3202e-06     	|1              	|  7.3202e-06     	|  1.0026e-06     	|
on_val_dataloader                  	|  7.0911e-06     	|1              	|  7.0911e-06     	|  9.7123e-07     	|
configure_callbacks                	|  6.8303e-06     	|1              	|  6.8303e-06     	|  9.3551e-07     	|
