FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  461.45         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.188          	|200            	|  437.6          	|  94.831         	|
run_training_batch                 	|  0.36461        	|1000           	|  364.61         	|  79.013         	|
optimizer_step_with_closure_0      	|  0.36191        	|1000           	|  361.91         	|  78.429         	|
training_step_and_backward         	|  0.28333        	|1000           	|  283.33         	|  61.399         	|
model_forward                      	|  0.16682        	|1000           	|  166.82         	|  36.152         	|
training_step                      	|  0.16668        	|1000           	|  166.68         	|  36.12          	|
backward                           	|  0.11519        	|1000           	|  115.19         	|  24.963         	|
get_train_batch                    	|  0.016616       	|1200           	|  19.94          	|  4.321          	|
fetch_next_train_batch             	|  0.016591       	|1200           	|  19.909         	|  4.3144         	|
zero_grad                          	|  0.0012834      	|1000           	|  1.2834         	|  0.27812        	|
on_train_batch_end                 	|  0.0012554      	|1000           	|  1.2554         	|  0.27206        	|
training_batch_to_device           	|  0.00034466     	|1000           	|  0.34466        	|  0.07469        	|
on_train_batch_start               	|  9.8539e-05     	|1000           	|  0.098539       	|  0.021354       	|
on_train_epoch_start               	|  0.0002722      	|200            	|  0.054441       	|  0.011798       	|
on_train_epoch_end                 	|  0.00024814     	|200            	|  0.049627       	|  0.010755       	|
on_train_end                       	|  0.023786       	|1              	|  0.023786       	|  0.0051545      	|
on_batch_start                     	|  2.26e-05       	|1000           	|  0.0226         	|  0.0048975      	|
on_pretrain_routine_start          	|  0.022476       	|1              	|  0.022476       	|  0.0048707      	|
on_before_zero_grad                	|  1.5837e-05     	|1000           	|  0.015837       	|  0.0034319      	|
on_batch_end                       	|  1.3483e-05     	|1000           	|  0.013483       	|  0.0029218      	|
on_before_optimizer_step           	|  1.2126e-05     	|1000           	|  0.012126       	|  0.0026277      	|
on_after_backward                  	|  1.204e-05      	|1000           	|  0.01204        	|  0.0026092      	|
on_before_backward                 	|  1.2004e-05     	|1000           	|  0.012004       	|  0.0026013      	|
configure_optimizers               	|  0.0085327      	|1              	|  0.0085327      	|  0.0018491      	|
training_step_end                  	|  6.6861e-06     	|1000           	|  0.0066861      	|  0.0014489      	|
on_epoch_start                     	|  1.0426e-05     	|200            	|  0.0020852      	|  0.00045189     	|
on_epoch_end                       	|  1.0379e-05     	|200            	|  0.0020758      	|  0.00044984     	|
on_train_start                     	|  0.0007891      	|1              	|  0.0007891      	|  0.000171       	|
on_fit_end                         	|  2.2813e-05     	|1              	|  2.2813e-05     	|  4.9437e-06     	|
on_before_accelerator_backend_setup	|  1.7673e-05     	|1              	|  1.7673e-05     	|  3.8299e-06     	|
on_fit_start                       	|  1.7373e-05     	|1              	|  1.7373e-05     	|  3.7648e-06     	|
on_configure_sharded_model         	|  1.3676e-05     	|1              	|  1.3676e-05     	|  2.9637e-06     	|
on_pretrain_routine_end            	|  1.2784e-05     	|1              	|  1.2784e-05     	|  2.7704e-06     	|
setup                              	|  1.2624e-05     	|1              	|  1.2624e-05     	|  2.7357e-06     	|
teardown                           	|  9.948e-06      	|1              	|  9.948e-06      	|  2.1558e-06     	|
configure_callbacks                	|  7.8441e-06     	|1              	|  7.8441e-06     	|  1.6999e-06     	|
prepare_data                       	|  6.9529e-06     	|1              	|  6.9529e-06     	|  1.5067e-06     	|
on_val_dataloader                  	|  5.009e-06      	|1              	|  5.009e-06      	|  1.0855e-06     	|
configure_sharded_model            	|  4.589e-06      	|1              	|  4.589e-06      	|  9.9446e-07     	|
on_train_dataloader                	|  4.1469e-06     	|1              	|  4.1469e-06     	|  8.9867e-07     	|
