FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  350.0          	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  13.18          	|25             	|  329.49         	|  94.141         	|
run_training_batch                 	|  0.27792        	|1000           	|  277.92         	|  79.406         	|
optimizer_step_with_closure_0      	|  0.27467        	|1000           	|  274.67         	|  78.478         	|
training_step_and_backward         	|  0.21233        	|1000           	|  212.33         	|  60.665         	|
backward                           	|  0.10583        	|1000           	|  105.83         	|  30.237         	|
model_forward                      	|  0.10502        	|1000           	|  105.02         	|  30.006         	|
training_step                      	|  0.10483        	|1000           	|  104.83         	|  29.951         	|
get_train_batch                    	|  0.010413       	|1025           	|  10.673         	|  3.0496         	|
fetch_next_train_batch             	|  0.010387       	|1025           	|  10.647         	|  3.042          	|
on_train_batch_end                 	|  0.0024183      	|1000           	|  2.4183         	|  0.69094        	|
zero_grad                          	|  0.0014469      	|1000           	|  1.4469         	|  0.41341        	|
training_batch_to_device           	|  0.0002795      	|1000           	|  0.2795         	|  0.079856       	|
on_train_batch_start               	|  9.6745e-05     	|1000           	|  0.096745       	|  0.027641       	|
on_train_end                       	|  0.043391       	|1              	|  0.043391       	|  0.012397       	|
on_after_backward                  	|  2.5108e-05     	|1000           	|  0.025108       	|  0.0071736      	|
on_batch_start                     	|  2.2811e-05     	|1000           	|  0.022811       	|  0.0065175      	|
on_pretrain_routine_start          	|  0.022502       	|1              	|  0.022502       	|  0.0064291      	|
on_train_epoch_end                 	|  0.00076076     	|25             	|  0.019019       	|  0.005434       	|
on_before_zero_grad                	|  1.7058e-05     	|1000           	|  0.017058       	|  0.0048737      	|
on_batch_end                       	|  1.5931e-05     	|1000           	|  0.015931       	|  0.0045516      	|
on_before_optimizer_step           	|  1.3326e-05     	|1000           	|  0.013326       	|  0.0038074      	|
on_before_backward                 	|  1.2725e-05     	|1000           	|  0.012725       	|  0.0036356      	|
on_train_epoch_start               	|  0.00047778     	|25             	|  0.011944       	|  0.0034127      	|
configure_optimizers               	|  0.0095308      	|1              	|  0.0095308      	|  0.0027231      	|
training_step_end                  	|  6.9131e-06     	|1000           	|  0.0069131      	|  0.0019752      	|
on_train_start                     	|  0.00087856     	|1              	|  0.00087856     	|  0.00025102     	|
on_epoch_end                       	|  1.1441e-05     	|25             	|  0.00028603     	|  8.1723e-05     	|
on_epoch_start                     	|  1.0926e-05     	|25             	|  0.00027316     	|  7.8047e-05     	|
on_fit_start                       	|  4.2452e-05     	|1              	|  4.2452e-05     	|  1.2129e-05     	|
on_fit_end                         	|  3.7109e-05     	|1              	|  3.7109e-05     	|  1.0603e-05     	|
setup                              	|  2.7236e-05     	|1              	|  2.7236e-05     	|  7.7816e-06     	|
on_before_accelerator_backend_setup	|  2.3991e-05     	|1              	|  2.3991e-05     	|  6.8545e-06     	|
on_configure_sharded_model         	|  2.2186e-05     	|1              	|  2.2186e-05     	|  6.3389e-06     	|
teardown                           	|  1.5842e-05     	|1              	|  1.5842e-05     	|  4.5262e-06     	|
on_pretrain_routine_end            	|  1.5009e-05     	|1              	|  1.5009e-05     	|  4.2883e-06     	|
configure_sharded_model            	|  1.1453e-05     	|1              	|  1.1453e-05     	|  3.2724e-06     	|
prepare_data                       	|  8.9705e-06     	|1              	|  8.9705e-06     	|  2.563e-06      	|
on_val_dataloader                  	|  7.4022e-06     	|1              	|  7.4022e-06     	|  2.1149e-06     	|
on_train_dataloader                	|  7.2755e-06     	|1              	|  7.2755e-06     	|  2.0787e-06     	|
configure_callbacks                	|  6.4243e-06     	|1              	|  6.4243e-06     	|  1.8355e-06     	|
