FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  367.74         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  13.688         	|25             	|  342.21         	|  93.057         	|
run_training_batch                 	|  0.285          	|1000           	|  285.0          	|  77.5           	|
optimizer_step_with_closure_0      	|  0.28189        	|1000           	|  281.89         	|  76.653         	|
training_step_and_backward         	|  0.21684        	|1000           	|  216.84         	|  58.965         	|
backward                           	|  0.10774        	|1000           	|  107.74         	|  29.298         	|
model_forward                      	|  0.10756        	|1000           	|  107.56         	|  29.25          	|
training_step                      	|  0.10737        	|1000           	|  107.37         	|  29.197         	|
get_train_batch                    	|  0.01276        	|1025           	|  13.079         	|  3.5566         	|
fetch_next_train_batch             	|  0.012735       	|1025           	|  13.053         	|  3.5495         	|
on_train_batch_end                 	|  0.0023964      	|1000           	|  2.3964         	|  0.65164        	|
zero_grad                          	|  0.0014992      	|1000           	|  1.4992         	|  0.40768        	|
training_batch_to_device           	|  0.00032224     	|1000           	|  0.32224        	|  0.087628       	|
on_train_batch_start               	|  9.53e-05       	|1000           	|  0.0953         	|  0.025915       	|
on_train_end                       	|  0.045758       	|1              	|  0.045758       	|  0.012443       	|
on_after_backward                  	|  2.4056e-05     	|1000           	|  0.024056       	|  0.0065414      	|
on_pretrain_routine_start          	|  0.022565       	|1              	|  0.022565       	|  0.006136       	|
on_batch_start                     	|  2.2551e-05     	|1000           	|  0.022551       	|  0.0061322      	|
on_batch_end                       	|  1.6918e-05     	|1000           	|  0.016918       	|  0.0046005      	|
on_before_zero_grad                	|  1.6773e-05     	|1000           	|  0.016773       	|  0.004561       	|
on_before_backward                 	|  1.3228e-05     	|1000           	|  0.013228       	|  0.0035972      	|
on_before_optimizer_step           	|  1.2555e-05     	|1000           	|  0.012555       	|  0.0034141      	|
on_train_epoch_start               	|  0.00045904     	|25             	|  0.011476       	|  0.0031206      	|
on_train_epoch_end                 	|  0.00045626     	|25             	|  0.011407       	|  0.0031018      	|
configure_optimizers               	|  0.010893       	|1              	|  0.010893       	|  0.0029621      	|
training_step_end                  	|  7.0966e-06     	|1000           	|  0.0070966      	|  0.0019298      	|
on_train_start                     	|  0.0010312      	|1              	|  0.0010312      	|  0.00028042     	|
on_epoch_start                     	|  1.244e-05      	|25             	|  0.00031101     	|  8.4571e-05     	|
on_epoch_end                       	|  1.2341e-05     	|25             	|  0.00030851     	|  8.3894e-05     	|
on_fit_end                         	|  7.5243e-05     	|1              	|  7.5243e-05     	|  2.0461e-05     	|
on_fit_start                       	|  3.9803e-05     	|1              	|  3.9803e-05     	|  1.0824e-05     	|
on_before_accelerator_backend_setup	|  3.3682e-05     	|1              	|  3.3682e-05     	|  9.1592e-06     	|
setup                              	|  2.9983e-05     	|1              	|  2.9983e-05     	|  8.1532e-06     	|
teardown                           	|  2.4607e-05     	|1              	|  2.4607e-05     	|  6.6915e-06     	|
on_configure_sharded_model         	|  2.4244e-05     	|1              	|  2.4244e-05     	|  6.5927e-06     	|
configure_sharded_model            	|  1.3871e-05     	|1              	|  1.3871e-05     	|  3.772e-06      	|
prepare_data                       	|  1.367e-05      	|1              	|  1.367e-05      	|  3.7173e-06     	|
on_pretrain_routine_end            	|  1.2469e-05     	|1              	|  1.2469e-05     	|  3.3906e-06     	|
on_train_dataloader                	|  6.0517e-06     	|1              	|  6.0517e-06     	|  1.6456e-06     	|
configure_callbacks                	|  5.8543e-06     	|1              	|  5.8543e-06     	|  1.592e-06      	|
on_val_dataloader                  	|  5.3123e-06     	|1              	|  5.3123e-06     	|  1.4446e-06     	|
