FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1445.7         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.8521         	|500            	|  1426.1         	|  98.643         	|
run_training_batch                 	|  0.28479        	|1000           	|  284.79         	|  19.699         	|
optimizer_step_with_closure_0      	|  0.28053        	|1000           	|  280.53         	|  19.405         	|
training_step_and_backward         	|  0.21185        	|1000           	|  211.85         	|  14.654         	|
get_train_batch                    	|  0.13542        	|1500           	|  203.13         	|  14.051         	|
fetch_next_train_batch             	|  0.13538        	|1500           	|  203.07         	|  14.046         	|
model_forward                      	|  0.11178        	|1000           	|  111.78         	|  7.732          	|
training_step                      	|  0.11155        	|1000           	|  111.55         	|  7.7161         	|
backward                           	|  0.098493       	|1000           	|  98.493         	|  6.8129         	|
on_train_batch_end                 	|  0.0025621      	|1000           	|  2.5621         	|  0.17722        	|
zero_grad                          	|  0.0015307      	|1000           	|  1.5307         	|  0.10588        	|
training_batch_to_device           	|  0.00071787     	|1000           	|  0.71787        	|  0.049656       	|
on_train_epoch_end                 	|  0.00034133     	|500            	|  0.17066        	|  0.011805       	|
on_train_epoch_start               	|  0.00033913     	|500            	|  0.16957        	|  0.011729       	|
on_train_batch_start               	|  0.0001135      	|1000           	|  0.1135         	|  0.0078511      	|
on_train_end                       	|  0.04764        	|1              	|  0.04764        	|  0.0032953      	|
on_batch_start                     	|  4.5636e-05     	|1000           	|  0.045636       	|  0.0031567      	|
on_after_backward                  	|  2.6661e-05     	|1000           	|  0.026661       	|  0.0018441      	|
on_before_zero_grad                	|  2.6265e-05     	|1000           	|  0.026265       	|  0.0018168      	|
on_pretrain_routine_start          	|  0.02548        	|1              	|  0.02548        	|  0.0017625      	|
on_batch_end                       	|  1.926e-05      	|1000           	|  0.01926        	|  0.0013322      	|
on_before_optimizer_step           	|  1.523e-05      	|1000           	|  0.01523        	|  0.0010535      	|
on_before_backward                 	|  1.3681e-05     	|1000           	|  0.013681       	|  0.00094631     	|
configure_optimizers               	|  0.010261       	|1              	|  0.010261       	|  0.00070975     	|
training_step_end                  	|  8.8966e-06     	|1000           	|  0.0088966      	|  0.00061539     	|
on_epoch_end                       	|  1.2963e-05     	|500            	|  0.0064814      	|  0.00044832     	|
on_epoch_start                     	|  1.1719e-05     	|500            	|  0.0058596      	|  0.00040531     	|
on_train_start                     	|  0.0010681      	|1              	|  0.0010681      	|  7.3879e-05     	|
on_fit_start                       	|  4.2003e-05     	|1              	|  4.2003e-05     	|  2.9054e-06     	|
on_fit_end                         	|  3.1792e-05     	|1              	|  3.1792e-05     	|  2.1991e-06     	|
setup                              	|  2.2968e-05     	|1              	|  2.2968e-05     	|  1.5887e-06     	|
on_before_accelerator_backend_setup	|  2.2234e-05     	|1              	|  2.2234e-05     	|  1.538e-06      	|
on_configure_sharded_model         	|  1.9398e-05     	|1              	|  1.9398e-05     	|  1.3418e-06     	|
teardown                           	|  1.4637e-05     	|1              	|  1.4637e-05     	|  1.0124e-06     	|
on_pretrain_routine_end            	|  1.2247e-05     	|1              	|  1.2247e-05     	|  8.4713e-07     	|
prepare_data                       	|  8.8848e-06     	|1              	|  8.8848e-06     	|  6.1457e-07     	|
configure_callbacks                	|  7.1358e-06     	|1              	|  7.1358e-06     	|  4.9359e-07     	|
on_train_dataloader                	|  7.011e-06      	|1              	|  7.011e-06      	|  4.8496e-07     	|
on_val_dataloader                  	|  6.9402e-06     	|1              	|  6.9402e-06     	|  4.8006e-07     	|
configure_sharded_model            	|  6.875e-06      	|1              	|  6.875e-06      	|  4.7555e-07     	|
