FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  362.09         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  5.3818         	|63             	|  339.06         	|  93.639         	|
run_training_batch                 	|  0.31579        	|1000           	|  315.79         	|  87.214         	|
optimizer_step_with_closure_0      	|  0.31308        	|1000           	|  313.08         	|  86.465         	|
training_step_and_backward         	|  0.23547        	|1000           	|  235.47         	|  65.031         	|
model_forward                      	|  0.14605        	|1000           	|  146.05         	|  40.336         	|
training_step                      	|  0.14592        	|1000           	|  145.92         	|  40.298         	|
backward                           	|  0.088099       	|1000           	|  88.099         	|  24.331         	|
get_train_batch                    	|  0.0072958      	|1063           	|  7.7554         	|  2.1419         	|
fetch_next_train_batch             	|  0.0072759      	|1063           	|  7.7342         	|  2.136          	|
zero_grad                          	|  0.0012949      	|1000           	|  1.2949         	|  0.35761        	|
on_train_batch_end                 	|  0.0011899      	|1000           	|  1.1899         	|  0.32863        	|
training_batch_to_device           	|  0.00022652     	|1000           	|  0.22652        	|  0.06256        	|
on_train_batch_start               	|  9.1711e-05     	|1000           	|  0.091711       	|  0.025328       	|
on_train_end                       	|  0.024792       	|1              	|  0.024792       	|  0.0068471      	|
on_pretrain_routine_start          	|  0.022453       	|1              	|  0.022453       	|  0.0062008      	|
on_train_epoch_start               	|  0.00028594     	|63             	|  0.018014       	|  0.0049751      	|
on_train_epoch_end                 	|  0.00028348     	|63             	|  0.017859       	|  0.0049322      	|
on_batch_start                     	|  1.575e-05      	|1000           	|  0.01575        	|  0.0043499      	|
on_batch_end                       	|  1.4526e-05     	|1000           	|  0.014526       	|  0.0040118      	|
on_before_zero_grad                	|  1.3349e-05     	|1000           	|  0.013349       	|  0.0036867      	|
on_after_backward                  	|  1.1361e-05     	|1000           	|  0.011361       	|  0.0031376      	|
on_before_optimizer_step           	|  1.0509e-05     	|1000           	|  0.010509       	|  0.0029022      	|
on_before_backward                 	|  1.0195e-05     	|1000           	|  0.010195       	|  0.0028156      	|
configure_optimizers               	|  0.0084281      	|1              	|  0.0084281      	|  0.0023276      	|
training_step_end                  	|  5.8925e-06     	|1000           	|  0.0058925      	|  0.0016274      	|
on_train_start                     	|  0.00072405     	|1              	|  0.00072405     	|  0.00019996     	|
on_epoch_end                       	|  1.0807e-05     	|63             	|  0.00068086     	|  0.00018804     	|
on_epoch_start                     	|  1.0612e-05     	|63             	|  0.00066857     	|  0.00018464     	|
on_fit_end                         	|  2.0028e-05     	|1              	|  2.0028e-05     	|  5.5312e-06     	|
on_before_accelerator_backend_setup	|  1.9316e-05     	|1              	|  1.9316e-05     	|  5.3346e-06     	|
on_fit_start                       	|  1.6672e-05     	|1              	|  1.6672e-05     	|  4.6044e-06     	|
setup                              	|  1.3736e-05     	|1              	|  1.3736e-05     	|  3.7935e-06     	|
on_configure_sharded_model         	|  1.3635e-05     	|1              	|  1.3635e-05     	|  3.7657e-06     	|
teardown                           	|  1.056e-05      	|1              	|  1.056e-05      	|  2.9164e-06     	|
on_pretrain_routine_end            	|  9.4679e-06     	|1              	|  9.4679e-06     	|  2.6148e-06     	|
prepare_data                       	|  7.0741e-06     	|1              	|  7.0741e-06     	|  1.9537e-06     	|
configure_callbacks                	|  5.2591e-06     	|1              	|  5.2591e-06     	|  1.4524e-06     	|
configure_sharded_model            	|  4.549e-06      	|1              	|  4.549e-06      	|  1.2563e-06     	|
on_val_dataloader                  	|  4.548e-06      	|1              	|  4.548e-06      	|  1.256e-06      	|
on_train_dataloader                	|  4.1281e-06     	|1              	|  4.1281e-06     	|  1.1401e-06     	|
