FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  755.39         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  3.6729         	|200            	|  734.58         	|  97.244         	|
run_training_batch                 	|  0.31119        	|1000           	|  311.19         	|  41.196         	|
optimizer_step_with_closure_0      	|  0.30654        	|1000           	|  306.54         	|  40.58          	|
training_step_and_backward         	|  0.23728        	|1000           	|  237.28         	|  31.411         	|
backward                           	|  0.11956        	|1000           	|  119.56         	|  15.827         	|
model_forward                      	|  0.11603        	|1000           	|  116.03         	|  15.36          	|
training_step                      	|  0.1158         	|1000           	|  115.8          	|  15.33          	|
get_train_batch                    	|  0.060184       	|1200           	|  72.221         	|  9.5607         	|
fetch_next_train_batch             	|  0.060148       	|1200           	|  72.177         	|  9.5549         	|
on_train_batch_end                 	|  0.0025158      	|1000           	|  2.5158         	|  0.33305        	|
zero_grad                          	|  0.0016512      	|1000           	|  1.6512         	|  0.21858        	|
configure_optimizers               	|  0.52606        	|1              	|  0.52606        	|  0.06964        	|
training_batch_to_device           	|  0.00043699     	|1000           	|  0.43699        	|  0.05785        	|
on_train_batch_start               	|  0.00014982     	|1000           	|  0.14982        	|  0.019833       	|
on_batch_start                     	|  0.00012071     	|1000           	|  0.12071        	|  0.015979       	|
on_train_epoch_end                 	|  0.00034598     	|200            	|  0.069196       	|  0.0091602      	|
on_train_epoch_start               	|  0.00033517     	|200            	|  0.067034       	|  0.0088741      	|
on_train_end                       	|  0.056335       	|1              	|  0.056335       	|  0.0074577      	|
on_after_backward                  	|  3.0768e-05     	|1000           	|  0.030768       	|  0.004073       	|
on_pretrain_routine_start          	|  0.022676       	|1              	|  0.022676       	|  0.0030018      	|
on_before_zero_grad                	|  2.1335e-05     	|1000           	|  0.021335       	|  0.0028243      	|
on_batch_end                       	|  1.657e-05      	|1000           	|  0.01657        	|  0.0021936      	|
on_before_optimizer_step           	|  1.5445e-05     	|1000           	|  0.015445       	|  0.0020446      	|
on_before_backward                 	|  1.3879e-05     	|1000           	|  0.013879       	|  0.0018373      	|
training_step_end                  	|  1.0653e-05     	|1000           	|  0.010653       	|  0.0014103      	|
on_epoch_end                       	|  1.2178e-05     	|200            	|  0.0024356      	|  0.00032243     	|
on_epoch_start                     	|  1.1627e-05     	|200            	|  0.0023255      	|  0.00030785     	|
on_train_start                     	|  0.00083589     	|1              	|  0.00083589     	|  0.00011066     	|
on_before_accelerator_backend_setup	|  3.3239e-05     	|1              	|  3.3239e-05     	|  4.4002e-06     	|
on_fit_end                         	|  2.8448e-05     	|1              	|  2.8448e-05     	|  3.766e-06      	|
on_configure_sharded_model         	|  2.8146e-05     	|1              	|  2.8146e-05     	|  3.7261e-06     	|
setup                              	|  2.7519e-05     	|1              	|  2.7519e-05     	|  3.643e-06      	|
on_fit_start                       	|  2.5187e-05     	|1              	|  2.5187e-05     	|  3.3342e-06     	|
on_pretrain_routine_end            	|  1.4815e-05     	|1              	|  1.4815e-05     	|  1.9613e-06     	|
teardown                           	|  1.4765e-05     	|1              	|  1.4765e-05     	|  1.9546e-06     	|
prepare_data                       	|  1.3059e-05     	|1              	|  1.3059e-05     	|  1.7288e-06     	|
configure_sharded_model            	|  1.12e-05       	|1              	|  1.12e-05       	|  1.4827e-06     	|
configure_callbacks                	|  8.5849e-06     	|1              	|  8.5849e-06     	|  1.1365e-06     	|
on_train_dataloader                	|  7.5158e-06     	|1              	|  7.5158e-06     	|  9.9495e-07     	|
on_val_dataloader                  	|  6.5509e-06     	|1              	|  6.5509e-06     	|  8.6722e-07     	|
