FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  679.26         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  3.946          	|167            	|  658.99         	|  97.015         	|
run_training_batch                 	|  0.2894         	|1000           	|  289.4          	|  42.605         	|
optimizer_step_with_closure_0      	|  0.28539        	|1000           	|  285.39         	|  42.015         	|
training_step_and_backward         	|  0.21494        	|1000           	|  214.94         	|  31.643         	|
model_forward                      	|  0.11524        	|1000           	|  115.24         	|  16.965         	|
training_step                      	|  0.11504        	|1000           	|  115.04         	|  16.936         	|
backward                           	|  0.098122       	|1000           	|  98.122         	|  14.445         	|
get_train_batch                    	|  0.069313       	|1167           	|  80.889         	|  11.908         	|
fetch_next_train_batch             	|  0.069285       	|1167           	|  80.855         	|  11.903         	|
on_train_batch_end                 	|  0.0020064      	|1000           	|  2.0064         	|  0.29537        	|
zero_grad                          	|  0.0015484      	|1000           	|  1.5484         	|  0.22795        	|
training_batch_to_device           	|  0.0003647      	|1000           	|  0.3647         	|  0.053691       	|
on_train_batch_start               	|  9.8497e-05     	|1000           	|  0.098497       	|  0.014501       	|
on_train_epoch_start               	|  0.000333       	|167            	|  0.055611       	|  0.0081869      	|
on_train_epoch_end                 	|  0.00033278     	|167            	|  0.055574       	|  0.0081815      	|
on_train_end                       	|  0.046322       	|1              	|  0.046322       	|  0.0068194      	|
on_batch_start                     	|  2.8028e-05     	|1000           	|  0.028028       	|  0.0041263      	|
on_pretrain_routine_start          	|  0.024845       	|1              	|  0.024845       	|  0.0036576      	|
on_after_backward                  	|  2.1919e-05     	|1000           	|  0.021919       	|  0.0032268      	|
on_before_zero_grad                	|  1.8451e-05     	|1000           	|  0.018451       	|  0.0027164      	|
on_batch_end                       	|  1.4951e-05     	|1000           	|  0.014951       	|  0.0022011      	|
on_before_backward                 	|  1.2404e-05     	|1000           	|  0.012404       	|  0.0018262      	|
on_before_optimizer_step           	|  1.2218e-05     	|1000           	|  0.012218       	|  0.0017988      	|
configure_optimizers               	|  0.011608       	|1              	|  0.011608       	|  0.0017089      	|
training_step_end                  	|  7.7056e-06     	|1000           	|  0.0077056      	|  0.0011344      	|
on_epoch_end                       	|  1.1316e-05     	|167            	|  0.0018898      	|  0.00027821     	|
on_epoch_start                     	|  1.1125e-05     	|167            	|  0.0018578      	|  0.0002735      	|
on_train_start                     	|  0.001556       	|1              	|  0.001556       	|  0.00022907     	|
on_fit_end                         	|  5.7077e-05     	|1              	|  5.7077e-05     	|  8.4028e-06     	|
on_fit_start                       	|  4.4236e-05     	|1              	|  4.4236e-05     	|  6.5124e-06     	|
on_before_accelerator_backend_setup	|  2.7329e-05     	|1              	|  2.7329e-05     	|  4.0233e-06     	|
setup                              	|  2.7014e-05     	|1              	|  2.7014e-05     	|  3.977e-06      	|
on_pretrain_routine_end            	|  2.5425e-05     	|1              	|  2.5425e-05     	|  3.743e-06      	|
on_configure_sharded_model         	|  2.3678e-05     	|1              	|  2.3678e-05     	|  3.4858e-06     	|
teardown                           	|  1.646e-05      	|1              	|  1.646e-05      	|  2.4232e-06     	|
configure_callbacks                	|  9.6075e-06     	|1              	|  9.6075e-06     	|  1.4144e-06     	|
prepare_data                       	|  9.4343e-06     	|1              	|  9.4343e-06     	|  1.3889e-06     	|
configure_sharded_model            	|  8.041e-06      	|1              	|  8.041e-06      	|  1.1838e-06     	|
on_train_dataloader                	|  7.0576e-06     	|1              	|  7.0576e-06     	|  1.039e-06      	|
on_val_dataloader                  	|  6.3758e-06     	|1              	|  6.3758e-06     	|  9.3864e-07     	|
