FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1297.0         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.5578         	|500            	|  1278.9         	|  98.606         	|
run_training_batch                 	|  0.28717        	|1000           	|  287.17         	|  22.141         	|
optimizer_step_with_closure_0      	|  0.28353        	|1000           	|  283.53         	|  21.86          	|
training_step_and_backward         	|  0.2154         	|1000           	|  215.4          	|  16.608         	|
get_train_batch                    	|  0.1274         	|1500           	|  191.1          	|  14.734         	|
fetch_next_train_batch             	|  0.12736        	|1500           	|  191.04         	|  14.729         	|
model_forward                      	|  0.11086        	|1000           	|  110.86         	|  8.5472         	|
training_step                      	|  0.11061        	|1000           	|  110.61         	|  8.5284         	|
backward                           	|  0.10289        	|1000           	|  102.89         	|  7.9327         	|
on_train_batch_end                 	|  0.0024177      	|1000           	|  2.4177         	|  0.18641        	|
zero_grad                          	|  0.0016113      	|1000           	|  1.6113         	|  0.12423        	|
training_batch_to_device           	|  0.00074942     	|1000           	|  0.74942        	|  0.057782       	|
on_train_epoch_start               	|  0.00036054     	|500            	|  0.18027        	|  0.013899       	|
on_train_epoch_end                 	|  0.00033621     	|500            	|  0.1681         	|  0.012961       	|
on_train_batch_start               	|  0.00011324     	|1000           	|  0.11324        	|  0.0087307      	|
on_batch_start                     	|  5.4926e-05     	|1000           	|  0.054926       	|  0.0042349      	|
on_train_end                       	|  0.049688       	|1              	|  0.049688       	|  0.0038311      	|
on_after_backward                  	|  2.6219e-05     	|1000           	|  0.026219       	|  0.0020215      	|
on_pretrain_routine_start          	|  0.0247         	|1              	|  0.0247         	|  0.0019044      	|
on_before_zero_grad                	|  2.3868e-05     	|1000           	|  0.023868       	|  0.0018403      	|
on_before_optimizer_step           	|  1.7367e-05     	|1000           	|  0.017367       	|  0.001339       	|
on_batch_end                       	|  1.7151e-05     	|1000           	|  0.017151       	|  0.0013224      	|
on_before_backward                 	|  1.5872e-05     	|1000           	|  0.015872       	|  0.0012237      	|
configure_optimizers               	|  0.011084       	|1              	|  0.011084       	|  0.00085462     	|
training_step_end                  	|  1.0445e-05     	|1000           	|  0.010445       	|  0.00080536     	|
on_epoch_start                     	|  1.1514e-05     	|500            	|  0.0057572      	|  0.00044389     	|
on_epoch_end                       	|  1.1307e-05     	|500            	|  0.0056536      	|  0.00043591     	|
on_train_start                     	|  0.0011966      	|1              	|  0.0011966      	|  9.2258e-05     	|
on_fit_end                         	|  0.00011585     	|1              	|  0.00011585     	|  8.9323e-06     	|
on_fit_start                       	|  4.1682e-05     	|1              	|  4.1682e-05     	|  3.2138e-06     	|
configure_callbacks                	|  2.9098e-05     	|1              	|  2.9098e-05     	|  2.2435e-06     	|
setup                              	|  2.3384e-05     	|1              	|  2.3384e-05     	|  1.8029e-06     	|
on_before_accelerator_backend_setup	|  2.1864e-05     	|1              	|  2.1864e-05     	|  1.6857e-06     	|
on_configure_sharded_model         	|  2.164e-05      	|1              	|  2.164e-05      	|  1.6685e-06     	|
teardown                           	|  1.6727e-05     	|1              	|  1.6727e-05     	|  1.2896e-06     	|
on_pretrain_routine_end            	|  1.4117e-05     	|1              	|  1.4117e-05     	|  1.0884e-06     	|
prepare_data                       	|  9.5759e-06     	|1              	|  9.5759e-06     	|  7.3832e-07     	|
on_train_dataloader                	|  8.9239e-06     	|1              	|  8.9239e-06     	|  6.8805e-07     	|
on_val_dataloader                  	|  7.9703e-06     	|1              	|  7.9703e-06     	|  6.1452e-07     	|
configure_sharded_model            	|  7.1786e-06     	|1              	|  7.1786e-06     	|  5.5349e-07     	|
