FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1451.2         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.8688         	|500            	|  1434.4         	|  98.846         	|
run_training_batch                 	|  0.27611        	|1000           	|  276.11         	|  19.027         	|
optimizer_step_with_closure_0      	|  0.27235        	|1000           	|  272.35         	|  18.768         	|
training_step_and_backward         	|  0.20754        	|1000           	|  207.54         	|  14.301         	|
get_train_batch                    	|  0.12732        	|1500           	|  190.98         	|  13.161         	|
fetch_next_train_batch             	|  0.12728        	|1500           	|  190.92         	|  13.156         	|
model_forward                      	|  0.10859        	|1000           	|  108.59         	|  7.4828         	|
training_step                      	|  0.10835        	|1000           	|  108.35         	|  7.4661         	|
backward                           	|  0.097419       	|1000           	|  97.419         	|  6.7131         	|
on_train_batch_end                 	|  0.0023576      	|1000           	|  2.3576         	|  0.16246        	|
zero_grad                          	|  0.0014895      	|1000           	|  1.4895         	|  0.10264        	|
training_batch_to_device           	|  0.00079368     	|1000           	|  0.79368        	|  0.054693       	|
on_train_epoch_end                 	|  0.00036811     	|500            	|  0.18405        	|  0.012683       	|
on_train_epoch_start               	|  0.00032915     	|500            	|  0.16457        	|  0.011341       	|
on_train_batch_start               	|  0.00011516     	|1000           	|  0.11516        	|  0.0079356      	|
on_batch_start                     	|  5.3451e-05     	|1000           	|  0.053451       	|  0.0036833      	|
on_train_end                       	|  0.04605        	|1              	|  0.04605        	|  0.0031733      	|
on_after_backward                  	|  2.793e-05      	|1000           	|  0.02793        	|  0.0019246      	|
on_before_zero_grad                	|  2.4346e-05     	|1000           	|  0.024346       	|  0.0016777      	|
on_pretrain_routine_start          	|  0.02234        	|1              	|  0.02234        	|  0.0015395      	|
on_before_optimizer_step           	|  1.7415e-05     	|1000           	|  0.017415       	|  0.0012         	|
on_batch_end                       	|  1.6972e-05     	|1000           	|  0.016972       	|  0.0011695      	|
on_before_backward                 	|  1.5644e-05     	|1000           	|  0.015644       	|  0.001078       	|
training_step_end                  	|  1.3146e-05     	|1000           	|  0.013146       	|  0.00090589     	|
configure_optimizers               	|  0.008657       	|1              	|  0.008657       	|  0.00059655     	|
on_epoch_start                     	|  1.1339e-05     	|500            	|  0.0056696      	|  0.0003907      	|
on_epoch_end                       	|  1.1324e-05     	|500            	|  0.0056618      	|  0.00039016     	|
on_train_start                     	|  0.00090318     	|1              	|  0.00090318     	|  6.2238e-05     	|
on_fit_end                         	|  4.0567e-05     	|1              	|  4.0567e-05     	|  2.7954e-06     	|
on_fit_start                       	|  2.9918e-05     	|1              	|  2.9918e-05     	|  2.0616e-06     	|
setup                              	|  2.9005e-05     	|1              	|  2.9005e-05     	|  1.9987e-06     	|
on_before_accelerator_backend_setup	|  2.6245e-05     	|1              	|  2.6245e-05     	|  1.8085e-06     	|
on_configure_sharded_model         	|  2.3197e-05     	|1              	|  2.3197e-05     	|  1.5985e-06     	|
teardown                           	|  1.9357e-05     	|1              	|  1.9357e-05     	|  1.3339e-06     	|
on_pretrain_routine_end            	|  1.3759e-05     	|1              	|  1.3759e-05     	|  9.4816e-07     	|
prepare_data                       	|  1.0412e-05     	|1              	|  1.0412e-05     	|  7.175e-07      	|
configure_callbacks                	|  7.5456e-06     	|1              	|  7.5456e-06     	|  5.1997e-07     	|
configure_sharded_model            	|  7.1153e-06     	|1              	|  7.1153e-06     	|  4.9032e-07     	|
on_train_dataloader                	|  7.0315e-06     	|1              	|  7.0315e-06     	|  4.8454e-07     	|
on_val_dataloader                  	|  6.9272e-06     	|1              	|  6.9272e-06     	|  4.7735e-07     	|
