FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  434.86         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  6.511          	|63             	|  410.19         	|  94.328         	|
run_training_batch                 	|  0.27459        	|1000           	|  274.59         	|  63.144         	|
optimizer_step_with_closure_0      	|  0.27008        	|1000           	|  270.08         	|  62.107         	|
training_step_and_backward         	|  0.20313        	|1000           	|  203.13         	|  46.713         	|
model_forward                      	|  0.10817        	|1000           	|  108.17         	|  24.874         	|
training_step                      	|  0.10797        	|1000           	|  107.97         	|  24.829         	|
backward                           	|  0.093331       	|1000           	|  93.331         	|  21.462         	|
get_train_batch                    	|  0.02694        	|1063           	|  28.637         	|  6.5853         	|
fetch_next_train_batch             	|  0.026914       	|1063           	|  28.61          	|  6.5791         	|
on_train_batch_end                 	|  0.0023475      	|1000           	|  2.3475         	|  0.53983        	|
zero_grad                          	|  0.0015989      	|1000           	|  1.5989         	|  0.36768        	|
training_batch_to_device           	|  0.00031611     	|1000           	|  0.31611        	|  0.072693       	|
on_train_batch_start               	|  9.4296e-05     	|1000           	|  0.094296       	|  0.021684       	|
on_train_end                       	|  0.052187       	|1              	|  0.052187       	|  0.012001       	|
on_pretrain_routine_start          	|  0.027234       	|1              	|  0.027234       	|  0.0062627      	|
on_after_backward                  	|  2.7131e-05     	|1000           	|  0.027131       	|  0.006239       	|
on_train_epoch_start               	|  0.00036929     	|63             	|  0.023265       	|  0.0053501      	|
on_train_epoch_end                 	|  0.00035826     	|63             	|  0.02257        	|  0.0051902      	|
on_batch_start                     	|  2.2186e-05     	|1000           	|  0.022186       	|  0.0051019      	|
on_before_zero_grad                	|  1.8134e-05     	|1000           	|  0.018134       	|  0.0041702      	|
on_batch_end                       	|  1.5464e-05     	|1000           	|  0.015464       	|  0.0035561      	|
on_before_backward                 	|  1.374e-05      	|1000           	|  0.01374        	|  0.0031596      	|
on_before_optimizer_step           	|  1.3292e-05     	|1000           	|  0.013292       	|  0.0030566      	|
configure_optimizers               	|  0.010096       	|1              	|  0.010096       	|  0.0023217      	|
training_step_end                  	|  7.2881e-06     	|1000           	|  0.0072881      	|  0.001676       	|
on_train_start                     	|  0.0012761      	|1              	|  0.0012761      	|  0.00029345     	|
on_epoch_end                       	|  1.1642e-05     	|63             	|  0.00073344     	|  0.00016866     	|
on_epoch_start                     	|  1.0932e-05     	|63             	|  0.00068871     	|  0.00015838     	|
on_fit_end                         	|  5.9465e-05     	|1              	|  5.9465e-05     	|  1.3675e-05     	|
on_fit_start                       	|  4.1546e-05     	|1              	|  4.1546e-05     	|  9.554e-06      	|
on_before_accelerator_backend_setup	|  3.0492e-05     	|1              	|  3.0492e-05     	|  7.0118e-06     	|
setup                              	|  2.3857e-05     	|1              	|  2.3857e-05     	|  5.4861e-06     	|
on_configure_sharded_model         	|  2.2173e-05     	|1              	|  2.2173e-05     	|  5.0989e-06     	|
on_pretrain_routine_end            	|  2.0357e-05     	|1              	|  2.0357e-05     	|  4.6813e-06     	|
teardown                           	|  1.7548e-05     	|1              	|  1.7548e-05     	|  4.0353e-06     	|
prepare_data                       	|  1.2942e-05     	|1              	|  1.2942e-05     	|  2.9761e-06     	|
configure_callbacks                	|  8.2646e-06     	|1              	|  8.2646e-06     	|  1.9005e-06     	|
on_train_dataloader                	|  7.9516e-06     	|1              	|  7.9516e-06     	|  1.8286e-06     	|
on_val_dataloader                  	|  7.5586e-06     	|1              	|  7.5586e-06     	|  1.7382e-06     	|
configure_sharded_model            	|  7.1451e-06     	|1              	|  7.1451e-06     	|  1.6431e-06     	|
