FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  505.5          	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  0.96421        	|500            	|  482.11         	|  95.373         	|
run_training_batch                 	|  0.32465        	|1000           	|  324.65         	|  64.224         	|
optimizer_step_with_closure_0      	|  0.32196        	|1000           	|  321.96         	|  63.692         	|
training_step_and_backward         	|  0.24046        	|1000           	|  240.46         	|  47.569         	|
model_forward                      	|  0.14884        	|1000           	|  148.84         	|  29.444         	|
training_step                      	|  0.14867        	|1000           	|  148.67         	|  29.41          	|
backward                           	|  0.090212       	|1000           	|  90.212         	|  17.846         	|
get_train_batch                    	|  0.030076       	|1500           	|  45.114         	|  8.9247         	|
fetch_next_train_batch             	|  0.030043       	|1500           	|  45.064         	|  8.9149         	|
zero_grad                          	|  0.0013776      	|1000           	|  1.3776         	|  0.27253        	|
on_train_batch_end                 	|  0.001319       	|1000           	|  1.319          	|  0.26094        	|
training_batch_to_device           	|  0.00060643     	|1000           	|  0.60643        	|  0.11997        	|
on_train_epoch_start               	|  0.00027837     	|500            	|  0.13919        	|  0.027535       	|
on_train_epoch_end                 	|  0.00026642     	|500            	|  0.13321        	|  0.026352       	|
on_train_batch_start               	|  0.00010754     	|1000           	|  0.10754        	|  0.021275       	|
on_batch_start                     	|  3.4882e-05     	|1000           	|  0.034882       	|  0.0069006      	|
on_train_end                       	|  0.023675       	|1              	|  0.023675       	|  0.0046835      	|
on_pretrain_routine_start          	|  0.0227         	|1              	|  0.0227         	|  0.0044905      	|
on_before_zero_grad                	|  2.1965e-05     	|1000           	|  0.021965       	|  0.0043453      	|
on_batch_end                       	|  1.3841e-05     	|1000           	|  0.013841       	|  0.002738       	|
on_before_optimizer_step           	|  1.2778e-05     	|1000           	|  0.012778       	|  0.0025278      	|
on_before_backward                 	|  1.1983e-05     	|1000           	|  0.011983       	|  0.0023706      	|
on_after_backward                  	|  1.1538e-05     	|1000           	|  0.011538       	|  0.0022825      	|
configure_optimizers               	|  0.0082413      	|1              	|  0.0082413      	|  0.0016303      	|
training_step_end                  	|  7.581e-06      	|1000           	|  0.007581       	|  0.0014997      	|
on_epoch_start                     	|  1.0887e-05     	|500            	|  0.0054435      	|  0.0010769      	|
on_epoch_end                       	|  1.0634e-05     	|500            	|  0.005317       	|  0.0010518      	|
on_train_start                     	|  0.00071918     	|1              	|  0.00071918     	|  0.00014227     	|
on_fit_end                         	|  2.5348e-05     	|1              	|  2.5348e-05     	|  5.0145e-06     	|
on_before_accelerator_backend_setup	|  1.8505e-05     	|1              	|  1.8505e-05     	|  3.6608e-06     	|
on_fit_start                       	|  1.6521e-05     	|1              	|  1.6521e-05     	|  3.2683e-06     	|
on_configure_sharded_model         	|  1.3285e-05     	|1              	|  1.3285e-05     	|  2.6281e-06     	|
setup                              	|  1.3075e-05     	|1              	|  1.3075e-05     	|  2.5866e-06     	|
teardown                           	|  1.037e-05      	|1              	|  1.037e-05      	|  2.0515e-06     	|
on_pretrain_routine_end            	|  1.0239e-05     	|1              	|  1.0239e-05     	|  2.0255e-06     	|
prepare_data                       	|  6.362e-06      	|1              	|  6.362e-06      	|  1.2586e-06     	|
configure_callbacks                	|  4.649e-06      	|1              	|  4.649e-06      	|  9.197e-07      	|
on_val_dataloader                  	|  4.5891e-06     	|1              	|  4.5891e-06     	|  9.0784e-07     	|
configure_sharded_model            	|  4.258e-06      	|1              	|  4.258e-06      	|  8.4234e-07     	|
on_train_dataloader                	|  4.1081e-06     	|1              	|  4.1081e-06     	|  8.1268e-07     	|
