FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  723.76         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  3.5121         	|200            	|  702.42         	|  97.051         	|
run_training_batch                 	|  0.29713        	|1000           	|  297.13         	|  41.054         	|
optimizer_step_with_closure_0      	|  0.29316        	|1000           	|  293.16         	|  40.506         	|
training_step_and_backward         	|  0.22672        	|1000           	|  226.72         	|  31.325         	|
model_forward                      	|  0.11506        	|1000           	|  115.06         	|  15.897         	|
training_step                      	|  0.11484        	|1000           	|  114.84         	|  15.867         	|
backward                           	|  0.11002        	|1000           	|  110.02         	|  15.201         	|
get_train_batch                    	|  0.066201       	|1200           	|  79.441         	|  10.976         	|
fetch_next_train_batch             	|  0.066169       	|1200           	|  79.402         	|  10.971         	|
on_train_batch_end                 	|  0.0024933      	|1000           	|  2.4933         	|  0.3445         	|
configure_optimizers               	|  1.6029         	|1              	|  1.6029         	|  0.22147        	|
zero_grad                          	|  0.0015982      	|1000           	|  1.5982         	|  0.22082        	|
training_batch_to_device           	|  0.00048506     	|1000           	|  0.48506        	|  0.06702        	|
on_train_batch_start               	|  0.00010621     	|1000           	|  0.10621        	|  0.014675       	|
on_train_epoch_start               	|  0.00034106     	|200            	|  0.068211       	|  0.0094246      	|
on_train_epoch_end                 	|  0.00033343     	|200            	|  0.066685       	|  0.0092137      	|
on_train_end                       	|  0.050325       	|1              	|  0.050325       	|  0.0069533      	|
on_pretrain_routine_start          	|  0.044966       	|1              	|  0.044966       	|  0.0062128      	|
on_batch_start                     	|  3.2584e-05     	|1000           	|  0.032584       	|  0.004502       	|
on_after_backward                  	|  2.9502e-05     	|1000           	|  0.029502       	|  0.0040763      	|
on_before_zero_grad                	|  2.0969e-05     	|1000           	|  0.020969       	|  0.0028973      	|
on_batch_end                       	|  1.6359e-05     	|1000           	|  0.016359       	|  0.0022603      	|
on_before_optimizer_step           	|  1.5729e-05     	|1000           	|  0.015729       	|  0.0021733      	|
on_before_backward                 	|  1.5505e-05     	|1000           	|  0.015505       	|  0.0021422      	|
training_step_end                  	|  8.39e-06       	|1000           	|  0.00839        	|  0.0011592      	|
on_epoch_end                       	|  1.1931e-05     	|200            	|  0.0023862      	|  0.0003297      	|
on_epoch_start                     	|  1.1202e-05     	|200            	|  0.0022405      	|  0.00030956     	|
on_train_start                     	|  0.00142        	|1              	|  0.00142        	|  0.0001962      	|
on_fit_end                         	|  6.4233e-05     	|1              	|  6.4233e-05     	|  8.875e-06      	|
setup                              	|  4.6704e-05     	|1              	|  4.6704e-05     	|  6.453e-06      	|
on_fit_start                       	|  4.2617e-05     	|1              	|  4.2617e-05     	|  5.8883e-06     	|
on_configure_sharded_model         	|  2.3484e-05     	|1              	|  2.3484e-05     	|  3.2448e-06     	|
on_pretrain_routine_end            	|  2.3069e-05     	|1              	|  2.3069e-05     	|  3.1874e-06     	|
on_before_accelerator_backend_setup	|  2.192e-05      	|1              	|  2.192e-05      	|  3.0286e-06     	|
teardown                           	|  1.565e-05      	|1              	|  1.565e-05      	|  2.1623e-06     	|
on_val_dataloader                  	|  1.2176e-05     	|1              	|  1.2176e-05     	|  1.6823e-06     	|
on_train_dataloader                	|  1.1619e-05     	|1              	|  1.1619e-05     	|  1.6054e-06     	|
prepare_data                       	|  9.2536e-06     	|1              	|  9.2536e-06     	|  1.2786e-06     	|
configure_sharded_model            	|  9.0115e-06     	|1              	|  9.0115e-06     	|  1.2451e-06     	|
configure_callbacks                	|  7.2736e-06     	|1              	|  7.2736e-06     	|  1.005e-06      	|
