FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1545.9         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  72.503         	|21             	|  1522.6         	|  98.493         	|
run_training_batch                 	|  0.18655        	|8000           	|  1492.4         	|  96.543         	|
training_step_and_backward         	|  0.17652        	|8000           	|  1412.2         	|  91.353         	|
model_forward                      	|  0.093957       	|8000           	|  751.65         	|  48.624         	|
training_step                      	|  0.093825       	|8000           	|  750.6          	|  48.555         	|
backward                           	|  0.082384       	|8000           	|  659.08         	|  42.635         	|
optimizer_step_with_closure_0      	|  0.23524        	|1000           	|  235.24         	|  15.218         	|
get_train_batch                    	|  0.0018233      	|8021           	|  14.624         	|  0.94604        	|
fetch_next_train_batch             	|  0.0018075      	|8021           	|  14.498         	|  0.93785        	|
on_train_batch_end                 	|  0.0010711      	|8000           	|  8.5687         	|  0.5543         	|
training_batch_to_device           	|  0.00021        	|8000           	|  1.68           	|  0.10868        	|
zero_grad                          	|  0.0013191      	|1000           	|  1.3191         	|  0.085333       	|
on_train_batch_start               	|  9.048e-05      	|8000           	|  0.72384        	|  0.046825       	|
on_batch_start                     	|  1.4548e-05     	|8000           	|  0.11638        	|  0.0075287      	|
on_before_backward                 	|  1.3027e-05     	|8000           	|  0.10421        	|  0.0067415      	|
on_batch_end                       	|  1.2974e-05     	|8000           	|  0.10379        	|  0.0067142      	|
on_after_backward                  	|  1.1807e-05     	|8000           	|  0.094453       	|  0.0061101      	|
training_step_end                  	|  5.7668e-06     	|8000           	|  0.046135       	|  0.0029844      	|
on_train_end                       	|  0.02615        	|1              	|  0.02615        	|  0.0016916      	|
on_pretrain_routine_start          	|  0.022416       	|1              	|  0.022416       	|  0.0014501      	|
on_before_zero_grad                	|  1.3243e-05     	|1000           	|  0.013243       	|  0.00085669     	|
on_before_optimizer_step           	|  1.1507e-05     	|1000           	|  0.011507       	|  0.00074438     	|
configure_optimizers               	|  0.0088379      	|1              	|  0.0088379      	|  0.00057172     	|
on_train_epoch_start               	|  0.00036712     	|21             	|  0.0077096      	|  0.00049873     	|
on_train_epoch_end                 	|  0.00028545     	|21             	|  0.0059944      	|  0.00038777     	|
on_train_start                     	|  0.00082674     	|1              	|  0.00082674     	|  5.3481e-05     	|
on_epoch_start                     	|  1.0775e-05     	|21             	|  0.00022628     	|  1.4638e-05     	|
on_epoch_end                       	|  1.0505e-05     	|21             	|  0.0002206      	|  1.4271e-05     	|
on_fit_end                         	|  2.3093e-05     	|1              	|  2.3093e-05     	|  1.4939e-06     	|
on_before_accelerator_backend_setup	|  2.2442e-05     	|1              	|  2.2442e-05     	|  1.4518e-06     	|
on_fit_start                       	|  1.7472e-05     	|1              	|  1.7472e-05     	|  1.1302e-06     	|
on_configure_sharded_model         	|  1.4166e-05     	|1              	|  1.4166e-05     	|  9.1638e-07     	|
setup                              	|  1.3986e-05     	|1              	|  1.3986e-05     	|  9.0474e-07     	|
teardown                           	|  1.1141e-05     	|1              	|  1.1141e-05     	|  7.207e-07      	|
on_pretrain_routine_end            	|  9.9179e-06     	|1              	|  9.9179e-06     	|  6.4158e-07     	|
prepare_data                       	|  8.045e-06      	|1              	|  8.045e-06      	|  5.2042e-07     	|
configure_callbacks                	|  6.3418e-06     	|1              	|  6.3418e-06     	|  4.1025e-07     	|
on_val_dataloader                  	|  4.628e-06      	|1              	|  4.628e-06      	|  2.9938e-07     	|
configure_sharded_model            	|  4.5078e-06     	|1              	|  4.5078e-06     	|  2.9161e-07     	|
on_train_dataloader                	|  4.167e-06      	|1              	|  4.167e-06      	|  2.6956e-07     	|
