FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  636.56         	|  100 %          	|
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run_training_epoch                 	|  3.0677         	|200            	|  613.55         	|  96.385         	|
run_training_batch                 	|  0.30192        	|1000           	|  301.92         	|  47.43          	|
optimizer_step_with_closure_0      	|  0.29813        	|1000           	|  298.13         	|  46.835         	|
training_step_and_backward         	|  0.23165        	|1000           	|  231.65         	|  36.391         	|
model_forward                      	|  0.11689        	|1000           	|  116.89         	|  18.363         	|
training_step                      	|  0.11665        	|1000           	|  116.65         	|  18.325         	|
backward                           	|  0.1132         	|1000           	|  113.2          	|  17.784         	|
get_train_batch                    	|  0.051055       	|1200           	|  61.265         	|  9.6245         	|
fetch_next_train_batch             	|  0.051019       	|1200           	|  61.223         	|  9.6179         	|
on_train_batch_end                 	|  0.0027956      	|1000           	|  2.7956         	|  0.43917        	|
zero_grad                          	|  0.0015126      	|1000           	|  1.5126         	|  0.23762        	|
configure_optimizers               	|  0.46423        	|1              	|  0.46423        	|  0.072928       	|
training_batch_to_device           	|  0.00043142     	|1000           	|  0.43142        	|  0.067774       	|
on_train_batch_start               	|  0.00010942     	|1000           	|  0.10942        	|  0.01719        	|
on_train_epoch_end                 	|  0.00040339     	|200            	|  0.080677       	|  0.012674       	|
on_train_epoch_start               	|  0.00040194     	|200            	|  0.080388       	|  0.012629       	|
on_train_end                       	|  0.05174        	|1              	|  0.05174        	|  0.0081281      	|
on_batch_start                     	|  3.3644e-05     	|1000           	|  0.033644       	|  0.0052853      	|
on_after_backward                  	|  3.1888e-05     	|1000           	|  0.031888       	|  0.0050094      	|
on_pretrain_routine_start          	|  0.025881       	|1              	|  0.025881       	|  0.0040658      	|
on_before_zero_grad                	|  2.1956e-05     	|1000           	|  0.021956       	|  0.0034492      	|
on_batch_end                       	|  1.732e-05      	|1000           	|  0.01732        	|  0.0027209      	|
on_before_optimizer_step           	|  1.6124e-05     	|1000           	|  0.016124       	|  0.002533       	|
on_before_backward                 	|  1.4081e-05     	|1000           	|  0.014081       	|  0.002212       	|
training_step_end                  	|  9.0163e-06     	|1000           	|  0.0090163      	|  0.0014164      	|
on_epoch_end                       	|  1.2628e-05     	|200            	|  0.0025256      	|  0.00039676     	|
on_epoch_start                     	|  1.1714e-05     	|200            	|  0.0023428      	|  0.00036804     	|
on_train_start                     	|  0.0015911      	|1              	|  0.0015911      	|  0.00024995     	|
on_fit_start                       	|  6.501e-05      	|1              	|  6.501e-05      	|  1.0213e-05     	|
on_fit_end                         	|  4.396e-05      	|1              	|  4.396e-05      	|  6.906e-06      	|
on_before_accelerator_backend_setup	|  3.9471e-05     	|1              	|  3.9471e-05     	|  6.2008e-06     	|
setup                              	|  2.4972e-05     	|1              	|  2.4972e-05     	|  3.9231e-06     	|
on_configure_sharded_model         	|  2.2737e-05     	|1              	|  2.2737e-05     	|  3.5719e-06     	|
teardown                           	|  1.6904e-05     	|1              	|  1.6904e-05     	|  2.6555e-06     	|
on_pretrain_routine_end            	|  1.5318e-05     	|1              	|  1.5318e-05     	|  2.4064e-06     	|
prepare_data                       	|  1.4456e-05     	|1              	|  1.4456e-05     	|  2.271e-06      	|
configure_callbacks                	|  1.0367e-05     	|1              	|  1.0367e-05     	|  1.6287e-06     	|
on_train_dataloader                	|  9.1773e-06     	|1              	|  9.1773e-06     	|  1.4417e-06     	|
on_val_dataloader                  	|  8.3037e-06     	|1              	|  8.3037e-06     	|  1.3045e-06     	|
configure_sharded_model            	|  6.6105e-06     	|1              	|  6.6105e-06     	|  1.0385e-06     	|
