FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  393.54         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  14.744         	|25             	|  368.61         	|  93.666         	|
run_training_batch                 	|  0.3561         	|1000           	|  356.1          	|  90.488         	|
optimizer_step_with_closure_0      	|  0.35343        	|1000           	|  353.43         	|  89.809         	|
training_step_and_backward         	|  0.2748         	|1000           	|  274.8          	|  69.829         	|
model_forward                      	|  0.16257        	|1000           	|  162.57         	|  41.31          	|
training_step                      	|  0.16243        	|1000           	|  162.43         	|  41.275         	|
backward                           	|  0.11089        	|1000           	|  110.89         	|  28.177         	|
get_train_batch                    	|  0.0041949      	|1025           	|  4.2998         	|  1.0926         	|
fetch_next_train_batch             	|  0.0041776      	|1025           	|  4.282          	|  1.0881         	|
zero_grad                          	|  0.0013203      	|1000           	|  1.3203         	|  0.3355         	|
on_train_batch_end                 	|  0.0011991      	|1000           	|  1.1991         	|  0.30469        	|
training_batch_to_device           	|  0.00023902     	|1000           	|  0.23902        	|  0.060737       	|
on_train_batch_start               	|  9.2534e-05     	|1000           	|  0.092534       	|  0.023513       	|
on_train_end                       	|  0.02382        	|1              	|  0.02382        	|  0.0060527      	|
on_pretrain_routine_start          	|  0.022868       	|1              	|  0.022868       	|  0.0058109      	|
on_batch_start                     	|  1.4886e-05     	|1000           	|  0.014886       	|  0.0037825      	|
on_before_zero_grad                	|  1.4021e-05     	|1000           	|  0.014021       	|  0.0035629      	|
on_batch_end                       	|  1.3285e-05     	|1000           	|  0.013285       	|  0.0033758      	|
on_after_backward                  	|  1.198e-05      	|1000           	|  0.01198        	|  0.0030443      	|
on_before_backward                 	|  1.1135e-05     	|1000           	|  0.011135       	|  0.0028295      	|
on_before_optimizer_step           	|  1.0303e-05     	|1000           	|  0.010303       	|  0.002618       	|
configure_optimizers               	|  0.008893       	|1              	|  0.008893       	|  0.0022598      	|
on_train_epoch_end                 	|  0.00029227     	|25             	|  0.0073068      	|  0.0018567      	|
on_train_epoch_start               	|  0.00028438     	|25             	|  0.0071095      	|  0.0018066      	|
training_step_end                  	|  6.1328e-06     	|1000           	|  0.0061328      	|  0.0015584      	|
on_train_start                     	|  0.00065346     	|1              	|  0.00065346     	|  0.00016605     	|
on_epoch_end                       	|  1.0752e-05     	|25             	|  0.0002688      	|  6.8304e-05     	|
on_epoch_start                     	|  1.0701e-05     	|25             	|  0.00026751     	|  6.7977e-05     	|
on_fit_end                         	|  2.2371e-05     	|1              	|  2.2371e-05     	|  5.6846e-06     	|
on_before_accelerator_backend_setup	|  2.1881e-05     	|1              	|  2.1881e-05     	|  5.5601e-06     	|
on_fit_start                       	|  1.7122e-05     	|1              	|  1.7122e-05     	|  4.3508e-06     	|
on_configure_sharded_model         	|  1.5258e-05     	|1              	|  1.5258e-05     	|  3.8771e-06     	|
setup                              	|  1.3596e-05     	|1              	|  1.3596e-05     	|  3.4548e-06     	|
teardown                           	|  1.058e-05      	|1              	|  1.058e-05      	|  2.6884e-06     	|
on_pretrain_routine_end            	|  1.0369e-05     	|1              	|  1.0369e-05     	|  2.6348e-06     	|
prepare_data                       	|  8.716e-06      	|1              	|  8.716e-06      	|  2.2148e-06     	|
configure_callbacks                	|  6.162e-06      	|1              	|  6.162e-06      	|  1.5658e-06     	|
on_val_dataloader                  	|  4.5779e-06     	|1              	|  4.5779e-06     	|  1.1633e-06     	|
on_train_dataloader                	|  4.449e-06      	|1              	|  4.449e-06      	|  1.1305e-06     	|
configure_sharded_model            	|  4.418e-06      	|1              	|  4.418e-06      	|  1.1226e-06     	|
