FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1500.4         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.9608         	|500            	|  1480.4         	|  98.669         	|
run_training_batch                 	|  0.3969         	|1000           	|  396.9          	|  26.453         	|
optimizer_step_with_closure_0      	|  0.39375        	|1000           	|  393.75         	|  26.244         	|
training_step_and_backward         	|  0.29005        	|1000           	|  290.05         	|  19.332         	|
get_train_batch                    	|  0.11546        	|1500           	|  173.2          	|  11.544         	|
fetch_next_train_batch             	|  0.11543        	|1500           	|  173.14         	|  11.54          	|
model_forward                      	|  0.15924        	|1000           	|  159.24         	|  10.614         	|
training_step                      	|  0.15902        	|1000           	|  159.02         	|  10.599         	|
backward                           	|  0.12928        	|1000           	|  129.28         	|  8.6168         	|
on_train_batch_end                 	|  0.0022593      	|1000           	|  2.2593         	|  0.15058        	|
zero_grad                          	|  0.0014818      	|1000           	|  1.4818         	|  0.098765       	|
training_batch_to_device           	|  0.00060682     	|1000           	|  0.60682        	|  0.040445       	|
on_train_epoch_end                 	|  0.00036682     	|500            	|  0.18341        	|  0.012224       	|
on_train_epoch_start               	|  0.00034895     	|500            	|  0.17447        	|  0.011629       	|
on_train_batch_start               	|  0.00010952     	|1000           	|  0.10952        	|  0.0072997      	|
on_train_end                       	|  0.044066       	|1              	|  0.044066       	|  0.002937       	|
on_batch_start                     	|  4.3e-05        	|1000           	|  0.043          	|  0.002866       	|
on_pretrain_routine_start          	|  0.024874       	|1              	|  0.024874       	|  0.0016579      	|
on_after_backward                  	|  2.4131e-05     	|1000           	|  0.024131       	|  0.0016083      	|
on_before_zero_grad                	|  2.2775e-05     	|1000           	|  0.022775       	|  0.0015179      	|
on_before_optimizer_step           	|  1.611e-05      	|1000           	|  0.01611        	|  0.0010737      	|
on_before_backward                 	|  1.5886e-05     	|1000           	|  0.015886       	|  0.0010588      	|
on_batch_end                       	|  1.5803e-05     	|1000           	|  0.015803       	|  0.0010533      	|
configure_optimizers               	|  0.012251       	|1              	|  0.012251       	|  0.00081655     	|
training_step_end                  	|  8.9376e-06     	|1000           	|  0.0089376      	|  0.00059569     	|
on_epoch_end                       	|  1.1708e-05     	|500            	|  0.0058541      	|  0.00039018     	|
on_epoch_start                     	|  1.0878e-05     	|500            	|  0.0054392      	|  0.00036253     	|
on_train_start                     	|  0.0031495      	|1              	|  0.0031495      	|  0.00020991     	|
on_fit_start                       	|  4.6004e-05     	|1              	|  4.6004e-05     	|  3.0662e-06     	|
on_fit_end                         	|  3.7568e-05     	|1              	|  3.7568e-05     	|  2.5039e-06     	|
on_before_accelerator_backend_setup	|  2.7927e-05     	|1              	|  2.7927e-05     	|  1.8613e-06     	|
setup                              	|  2.7604e-05     	|1              	|  2.7604e-05     	|  1.8398e-06     	|
on_configure_sharded_model         	|  2.5438e-05     	|1              	|  2.5438e-05     	|  1.6955e-06     	|
teardown                           	|  1.5216e-05     	|1              	|  1.5216e-05     	|  1.0142e-06     	|
on_pretrain_routine_end            	|  1.4763e-05     	|1              	|  1.4763e-05     	|  9.8398e-07     	|
configure_callbacks                	|  9.2033e-06     	|1              	|  9.2033e-06     	|  6.1341e-07     	|
configure_sharded_model            	|  8.6725e-06     	|1              	|  8.6725e-06     	|  5.7803e-07     	|
on_val_dataloader                  	|  8.3316e-06     	|1              	|  8.3316e-06     	|  5.5531e-07     	|
on_train_dataloader                	|  7.9349e-06     	|1              	|  7.9349e-06     	|  5.2886e-07     	|
prepare_data                       	|  7.4562e-06     	|1              	|  7.4562e-06     	|  4.9696e-07     	|
