FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1283.8         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.527          	|500            	|  1263.5         	|  98.416         	|
run_training_batch                 	|  0.27214        	|1000           	|  272.14         	|  21.198         	|
optimizer_step_with_closure_0      	|  0.26839        	|1000           	|  268.39         	|  20.906         	|
training_step_and_backward         	|  0.2059         	|1000           	|  205.9          	|  16.038         	|
get_train_batch                    	|  0.1117         	|1500           	|  167.55         	|  13.051         	|
fetch_next_train_batch             	|  0.11166        	|1500           	|  167.5          	|  13.047         	|
backward                           	|  0.10344        	|1000           	|  103.44         	|  8.0575         	|
model_forward                      	|  0.10095        	|1000           	|  100.95         	|  7.8634         	|
training_step                      	|  0.10074        	|1000           	|  100.74         	|  7.8469         	|
on_train_batch_end                 	|  0.0020657      	|1000           	|  2.0657         	|  0.16091        	|
zero_grad                          	|  0.001469       	|1000           	|  1.469          	|  0.11442        	|
training_batch_to_device           	|  0.00071989     	|1000           	|  0.71989        	|  0.056075       	|
on_train_epoch_end                 	|  0.0003217      	|500            	|  0.16085        	|  0.012529       	|
on_train_epoch_start               	|  0.00030061     	|500            	|  0.1503         	|  0.011708       	|
on_train_batch_start               	|  0.00011579     	|1000           	|  0.11579        	|  0.0090192      	|
on_batch_start                     	|  5.8721e-05     	|1000           	|  0.058721       	|  0.004574       	|
on_train_end                       	|  0.043027       	|1              	|  0.043027       	|  0.0033515      	|
on_before_zero_grad                	|  3.2488e-05     	|1000           	|  0.032488       	|  0.0025306      	|
on_pretrain_routine_start          	|  0.029065       	|1              	|  0.029065       	|  0.0022639      	|
on_after_backward                  	|  2.0507e-05     	|1000           	|  0.020507       	|  0.0015973      	|
on_batch_end                       	|  1.6928e-05     	|1000           	|  0.016928       	|  0.0013186      	|
on_before_optimizer_step           	|  1.3879e-05     	|1000           	|  0.013879       	|  0.0010811      	|
on_before_backward                 	|  1.3636e-05     	|1000           	|  0.013636       	|  0.0010621      	|
configure_optimizers               	|  0.010462       	|1              	|  0.010462       	|  0.00081489     	|
training_step_end                  	|  8.2304e-06     	|1000           	|  0.0082304      	|  0.00064109     	|
on_epoch_end                       	|  1.0813e-05     	|500            	|  0.0054064      	|  0.00042112     	|
on_epoch_start                     	|  1.0656e-05     	|500            	|  0.005328       	|  0.00041502     	|
on_train_start                     	|  0.0012028      	|1              	|  0.0012028      	|  9.369e-05      	|
on_fit_end                         	|  5.7768e-05     	|1              	|  5.7768e-05     	|  4.4997e-06     	|
on_fit_start                       	|  4.3601e-05     	|1              	|  4.3601e-05     	|  3.3962e-06     	|
on_before_accelerator_backend_setup	|  2.4851e-05     	|1              	|  2.4851e-05     	|  1.9358e-06     	|
setup                              	|  2.4851e-05     	|1              	|  2.4851e-05     	|  1.9358e-06     	|
on_configure_sharded_model         	|  2.1597e-05     	|1              	|  2.1597e-05     	|  1.6823e-06     	|
on_pretrain_routine_end            	|  1.7904e-05     	|1              	|  1.7904e-05     	|  1.3946e-06     	|
teardown                           	|  1.6859e-05     	|1              	|  1.6859e-05     	|  1.3132e-06     	|
prepare_data                       	|  1.0844e-05     	|1              	|  1.0844e-05     	|  8.447e-07      	|
on_train_dataloader                	|  8.4657e-06     	|1              	|  8.4657e-06     	|  6.5942e-07     	|
configure_callbacks                	|  8.4359e-06     	|1              	|  8.4359e-06     	|  6.571e-07      	|
on_val_dataloader                  	|  8.2795e-06     	|1              	|  8.2795e-06     	|  6.4491e-07     	|
configure_sharded_model            	|  7.9107e-06     	|1              	|  7.9107e-06     	|  6.1619e-07     	|
