FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1244.5         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.4522         	|500            	|  1226.1         	|  98.524         	|
run_training_batch                 	|  0.27312        	|1000           	|  273.12         	|  21.947         	|
optimizer_step_with_closure_0      	|  0.26976        	|1000           	|  269.76         	|  21.677         	|
training_step_and_backward         	|  0.20605        	|1000           	|  206.05         	|  16.557         	|
get_train_batch                    	|  0.099699       	|1500           	|  149.55         	|  12.017         	|
fetch_next_train_batch             	|  0.099661       	|1500           	|  149.49         	|  12.013         	|
model_forward                      	|  0.10548        	|1000           	|  105.48         	|  8.4763         	|
training_step                      	|  0.10524        	|1000           	|  105.24         	|  8.4568         	|
backward                           	|  0.099096       	|1000           	|  99.096         	|  7.9631         	|
on_train_batch_end                 	|  0.0022256      	|1000           	|  2.2256         	|  0.17884        	|
zero_grad                          	|  0.0014256      	|1000           	|  1.4256         	|  0.11456        	|
training_batch_to_device           	|  0.00060205     	|1000           	|  0.60205        	|  0.048379       	|
on_train_epoch_end                 	|  0.00032256     	|500            	|  0.16128        	|  0.01296        	|
on_train_epoch_start               	|  0.00031296     	|500            	|  0.15648        	|  0.012574       	|
on_train_batch_start               	|  0.00010862     	|1000           	|  0.10862        	|  0.0087286      	|
on_train_end                       	|  0.05376        	|1              	|  0.05376        	|  0.00432        	|
on_batch_start                     	|  4.6106e-05     	|1000           	|  0.046106       	|  0.0037049      	|
on_after_backward                  	|  2.6681e-05     	|1000           	|  0.026681       	|  0.002144       	|
on_pretrain_routine_start          	|  0.02595        	|1              	|  0.02595        	|  0.0020853      	|
on_before_zero_grad                	|  2.5326e-05     	|1000           	|  0.025326       	|  0.0020351      	|
configure_optimizers               	|  0.018857       	|1              	|  0.018857       	|  0.0015153      	|
on_before_optimizer_step           	|  1.6321e-05     	|1000           	|  0.016321       	|  0.0013115      	|
on_before_backward                 	|  1.6255e-05     	|1000           	|  0.016255       	|  0.0013062      	|
on_batch_end                       	|  1.6008e-05     	|1000           	|  0.016008       	|  0.0012863      	|
training_step_end                  	|  1.281e-05      	|1000           	|  0.01281        	|  0.0010294      	|
on_epoch_end                       	|  1.0997e-05     	|500            	|  0.0054984      	|  0.00044183     	|
on_epoch_start                     	|  1.0856e-05     	|500            	|  0.005428       	|  0.00043618     	|
on_train_start                     	|  0.001189       	|1              	|  0.001189       	|  9.5541e-05     	|
on_fit_start                       	|  8.698e-05      	|1              	|  8.698e-05      	|  6.9894e-06     	|
on_fit_end                         	|  3.1089e-05     	|1              	|  3.1089e-05     	|  2.4982e-06     	|
on_before_accelerator_backend_setup	|  2.9759e-05     	|1              	|  2.9759e-05     	|  2.3914e-06     	|
setup                              	|  2.6157e-05     	|1              	|  2.6157e-05     	|  2.1019e-06     	|
on_configure_sharded_model         	|  2.3831e-05     	|1              	|  2.3831e-05     	|  1.915e-06      	|
teardown                           	|  1.7356e-05     	|1              	|  1.7356e-05     	|  1.3947e-06     	|
on_pretrain_routine_end            	|  1.2541e-05     	|1              	|  1.2541e-05     	|  1.0078e-06     	|
on_val_dataloader                  	|  1.2036e-05     	|1              	|  1.2036e-05     	|  9.6721e-07     	|
prepare_data                       	|  1.1984e-05     	|1              	|  1.1984e-05     	|  9.6302e-07     	|
on_train_dataloader                	|  8.1249e-06     	|1              	|  8.1249e-06     	|  6.5289e-07     	|
configure_callbacks                	|  7.445e-06      	|1              	|  7.445e-06      	|  5.9826e-07     	|
configure_sharded_model            	|  7.0818e-06     	|1              	|  7.0818e-06     	|  5.6907e-07     	|
