FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  737.61         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  3.5943         	|200            	|  718.86         	|  97.458         	|
run_training_batch                 	|  0.28947        	|1000           	|  289.47         	|  39.245         	|
optimizer_step_with_closure_0      	|  0.28561        	|1000           	|  285.61         	|  38.721         	|
training_step_and_backward         	|  0.22007        	|1000           	|  220.07         	|  29.836         	|
model_forward                      	|  0.11237        	|1000           	|  112.37         	|  15.235         	|
training_step                      	|  0.11215        	|1000           	|  112.15         	|  15.204         	|
backward                           	|  0.10613        	|1000           	|  106.13         	|  14.388         	|
get_train_batch                    	|  0.069228       	|1200           	|  83.073         	|  11.262         	|
fetch_next_train_batch             	|  0.069196       	|1200           	|  83.035         	|  11.257         	|
on_train_batch_end                 	|  0.0024687      	|1000           	|  2.4687         	|  0.33469        	|
zero_grad                          	|  0.0015308      	|1000           	|  1.5308         	|  0.20754        	|
training_batch_to_device           	|  0.00047213     	|1000           	|  0.47213        	|  0.064008       	|
on_train_batch_start               	|  0.00016808     	|1000           	|  0.16808        	|  0.022788       	|
on_train_epoch_start               	|  0.00033389     	|200            	|  0.066778       	|  0.0090534      	|
on_train_epoch_end                 	|  0.00031937     	|200            	|  0.063874       	|  0.0086596      	|
on_train_end                       	|  0.049409       	|1              	|  0.049409       	|  0.0066985      	|
on_batch_start                     	|  3.1764e-05     	|1000           	|  0.031764       	|  0.0043064      	|
on_after_backward                  	|  2.9075e-05     	|1000           	|  0.029075       	|  0.0039418      	|
on_before_zero_grad                	|  2.206e-05      	|1000           	|  0.02206        	|  0.0029908      	|
on_pretrain_routine_start          	|  0.022025       	|1              	|  0.022025       	|  0.002986       	|
configure_optimizers               	|  0.016692       	|1              	|  0.016692       	|  0.002263       	|
on_batch_end                       	|  1.6027e-05     	|1000           	|  0.016027       	|  0.0021728      	|
on_before_optimizer_step           	|  1.5344e-05     	|1000           	|  0.015344       	|  0.0020802      	|
on_before_backward                 	|  1.4559e-05     	|1000           	|  0.014559       	|  0.0019738      	|
training_step_end                  	|  8.8158e-06     	|1000           	|  0.0088158      	|  0.0011952      	|
on_epoch_end                       	|  1.1881e-05     	|200            	|  0.0023761      	|  0.00032214     	|
on_epoch_start                     	|  1.1662e-05     	|200            	|  0.0023324      	|  0.00031621     	|
on_train_start                     	|  0.0011134      	|1              	|  0.0011134      	|  0.00015095     	|
on_fit_end                         	|  9.9588e-05     	|1              	|  9.9588e-05     	|  1.3501e-05     	|
on_fit_start                       	|  4.5823e-05     	|1              	|  4.5823e-05     	|  6.2124e-06     	|
setup                              	|  3.4213e-05     	|1              	|  3.4213e-05     	|  4.6384e-06     	|
on_before_accelerator_backend_setup	|  2.427e-05      	|1              	|  2.427e-05      	|  3.2904e-06     	|
on_configure_sharded_model         	|  2.1508e-05     	|1              	|  2.1508e-05     	|  2.9159e-06     	|
teardown                           	|  1.4568e-05     	|1              	|  1.4568e-05     	|  1.975e-06      	|
on_pretrain_routine_end            	|  1.2299e-05     	|1              	|  1.2299e-05     	|  1.6674e-06     	|
configure_callbacks                	|  9.2592e-06     	|1              	|  9.2592e-06     	|  1.2553e-06     	|
configure_sharded_model            	|  7.8231e-06     	|1              	|  7.8231e-06     	|  1.0606e-06     	|
on_val_dataloader                  	|  7.3202e-06     	|1              	|  7.3202e-06     	|  9.9242e-07     	|
prepare_data                       	|  7.2159e-06     	|1              	|  7.2159e-06     	|  9.7828e-07     	|
on_train_dataloader                	|  5.7463e-06     	|1              	|  5.7463e-06     	|  7.7904e-07     	|
