FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  705.62         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  3.4317         	|200            	|  686.33         	|  97.267         	|
run_training_batch                 	|  0.2954         	|1000           	|  295.4          	|  41.864         	|
optimizer_step_with_closure_0      	|  0.29176        	|1000           	|  291.76         	|  41.349         	|
training_step_and_backward         	|  0.22499        	|1000           	|  224.99         	|  31.886         	|
model_forward                      	|  0.11515        	|1000           	|  115.15         	|  16.32          	|
training_step                      	|  0.11494        	|1000           	|  114.94         	|  16.289         	|
backward                           	|  0.10811        	|1000           	|  108.11         	|  15.321         	|
get_train_batch                    	|  0.061827       	|1200           	|  74.192         	|  10.515         	|
fetch_next_train_batch             	|  0.061796       	|1200           	|  74.155         	|  10.509         	|
on_train_batch_end                 	|  0.0023463      	|1000           	|  2.3463         	|  0.33252        	|
zero_grad                          	|  0.0015752      	|1000           	|  1.5752         	|  0.22323        	|
training_batch_to_device           	|  0.00040943     	|1000           	|  0.40943        	|  0.058024       	|
on_train_batch_start               	|  0.0001068      	|1000           	|  0.1068         	|  0.015136       	|
on_train_epoch_start               	|  0.00033518     	|200            	|  0.067036       	|  0.0095004      	|
on_train_epoch_end                 	|  0.00032744     	|200            	|  0.065487       	|  0.0092809      	|
on_train_end                       	|  0.051388       	|1              	|  0.051388       	|  0.0072826      	|
on_after_backward                  	|  3.5457e-05     	|1000           	|  0.035457       	|  0.005025       	|
on_batch_start                     	|  3.1546e-05     	|1000           	|  0.031546       	|  0.0044707      	|
on_pretrain_routine_start          	|  0.022747       	|1              	|  0.022747       	|  0.0032237      	|
on_before_zero_grad                	|  2.062e-05      	|1000           	|  0.02062        	|  0.0029223      	|
on_batch_end                       	|  1.628e-05      	|1000           	|  0.01628        	|  0.0023072      	|
on_before_optimizer_step           	|  1.5358e-05     	|1000           	|  0.015358       	|  0.0021765      	|
configure_optimizers               	|  0.014833       	|1              	|  0.014833       	|  0.0021021      	|
on_before_backward                 	|  1.3921e-05     	|1000           	|  0.013921       	|  0.0019728      	|
training_step_end                  	|  8.9363e-06     	|1000           	|  0.0089363      	|  0.0012665      	|
on_epoch_end                       	|  1.3245e-05     	|200            	|  0.0026489      	|  0.00037541     	|
on_epoch_start                     	|  1.1763e-05     	|200            	|  0.0023526      	|  0.00033341     	|
on_train_start                     	|  0.0010452      	|1              	|  0.0010452      	|  0.00014812     	|
on_fit_start                       	|  4.1012e-05     	|1              	|  4.1012e-05     	|  5.8122e-06     	|
on_configure_sharded_model         	|  3.2431e-05     	|1              	|  3.2431e-05     	|  4.5961e-06     	|
on_before_accelerator_backend_setup	|  2.9894e-05     	|1              	|  2.9894e-05     	|  4.2365e-06     	|
on_fit_end                         	|  2.6532e-05     	|1              	|  2.6532e-05     	|  3.76e-06       	|
setup                              	|  2.3799e-05     	|1              	|  2.3799e-05     	|  3.3728e-06     	|
teardown                           	|  1.4503e-05     	|1              	|  1.4503e-05     	|  2.0553e-06     	|
on_pretrain_routine_end            	|  1.316e-05      	|1              	|  1.316e-05      	|  1.865e-06      	|
configure_sharded_model            	|  1.1142e-05     	|1              	|  1.1142e-05     	|  1.5791e-06     	|
prepare_data                       	|  1.0611e-05     	|1              	|  1.0611e-05     	|  1.5039e-06     	|
configure_callbacks                	|  8.1696e-06     	|1              	|  8.1696e-06     	|  1.1578e-06     	|
on_train_dataloader                	|  7.1935e-06     	|1              	|  7.1935e-06     	|  1.0195e-06     	|
on_val_dataloader                  	|  6.4727e-06     	|1              	|  6.4727e-06     	|  9.1731e-07     	|
