FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1408.1         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.784          	|500            	|  1392.0         	|  98.855         	|
run_training_batch                 	|  0.3877         	|1000           	|  387.7          	|  27.533         	|
optimizer_step_with_closure_0      	|  0.3837         	|1000           	|  383.7          	|  27.249         	|
training_step_and_backward         	|  0.27985        	|1000           	|  279.85         	|  19.874         	|
get_train_batch                    	|  0.10974        	|1500           	|  164.6          	|  11.69          	|
fetch_next_train_batch             	|  0.1097         	|1500           	|  164.54         	|  11.685         	|
model_forward                      	|  0.14697        	|1000           	|  146.97         	|  10.437         	|
training_step                      	|  0.14675        	|1000           	|  146.75         	|  10.421         	|
backward                           	|  0.13139        	|1000           	|  131.39         	|  9.3311         	|
on_train_batch_end                 	|  0.0023415      	|1000           	|  2.3415         	|  0.16629        	|
zero_grad                          	|  0.0014496      	|1000           	|  1.4496         	|  0.10295        	|
training_batch_to_device           	|  0.00061291     	|1000           	|  0.61291        	|  0.043527       	|
on_train_epoch_end                 	|  0.00035941     	|500            	|  0.17971        	|  0.012762       	|
on_train_epoch_start               	|  0.00034696     	|500            	|  0.17348        	|  0.01232        	|
on_train_batch_start               	|  0.00011085     	|1000           	|  0.11085        	|  0.007872       	|
on_train_end                       	|  0.044953       	|1              	|  0.044953       	|  0.0031924      	|
on_batch_start                     	|  4.3625e-05     	|1000           	|  0.043625       	|  0.0030981      	|
on_after_backward                  	|  2.4519e-05     	|1000           	|  0.024519       	|  0.0017413      	|
on_pretrain_routine_start          	|  0.024081       	|1              	|  0.024081       	|  0.0017101      	|
on_before_zero_grad                	|  2.2867e-05     	|1000           	|  0.022867       	|  0.0016239      	|
on_batch_end                       	|  1.6247e-05     	|1000           	|  0.016247       	|  0.0011538      	|
on_before_optimizer_step           	|  1.6133e-05     	|1000           	|  0.016133       	|  0.0011457      	|
on_before_backward                 	|  1.4075e-05     	|1000           	|  0.014075       	|  0.00099954     	|
configure_optimizers               	|  0.0093347      	|1              	|  0.0093347      	|  0.00066292     	|
training_step_end                  	|  8.6326e-06     	|1000           	|  0.0086326      	|  0.00061306     	|
on_epoch_end                       	|  1.2126e-05     	|500            	|  0.0060632      	|  0.00043059     	|
on_epoch_start                     	|  1.0792e-05     	|500            	|  0.0053961      	|  0.00038322     	|
on_train_start                     	|  0.0020614      	|1              	|  0.0020614      	|  0.0001464      	|
on_before_accelerator_backend_setup	|  3.4597e-05     	|1              	|  3.4597e-05     	|  2.4569e-06     	|
on_configure_sharded_model         	|  3.415e-05      	|1              	|  3.415e-05      	|  2.4252e-06     	|
setup                              	|  2.8664e-05     	|1              	|  2.8664e-05     	|  2.0356e-06     	|
on_fit_end                         	|  2.6001e-05     	|1              	|  2.6001e-05     	|  1.8465e-06     	|
on_fit_start                       	|  2.3024e-05     	|1              	|  2.3024e-05     	|  1.6351e-06     	|
teardown                           	|  1.5315e-05     	|1              	|  1.5315e-05     	|  1.0876e-06     	|
on_pretrain_routine_end            	|  1.3433e-05     	|1              	|  1.3433e-05     	|  9.5399e-07     	|
prepare_data                       	|  1.1098e-05     	|1              	|  1.1098e-05     	|  7.8812e-07     	|
configure_sharded_model            	|  9.7491e-06     	|1              	|  9.7491e-06     	|  6.9235e-07     	|
configure_callbacks                	|  7.445e-06      	|1              	|  7.445e-06      	|  5.2872e-07     	|
on_val_dataloader                  	|  7.268e-06      	|1              	|  7.268e-06      	|  5.1615e-07     	|
on_train_dataloader                	|  6.1616e-06     	|1              	|  6.1616e-06     	|  4.3758e-07     	|
