FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  362.61         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  5.3926         	|63             	|  339.73         	|  93.691         	|
run_training_batch                 	|  0.31651        	|1000           	|  316.51         	|  87.286         	|
optimizer_step_with_closure_0      	|  0.3139         	|1000           	|  313.9          	|  86.567         	|
training_step_and_backward         	|  0.2356         	|1000           	|  235.6          	|  64.975         	|
model_forward                      	|  0.14568        	|1000           	|  145.68         	|  40.177         	|
training_step                      	|  0.14555        	|1000           	|  145.55         	|  40.138         	|
backward                           	|  0.088591       	|1000           	|  88.591         	|  24.431         	|
get_train_batch                    	|  0.0073422      	|1063           	|  7.8047         	|  2.1524         	|
fetch_next_train_batch             	|  0.0073228      	|1063           	|  7.7842         	|  2.1467         	|
zero_grad                          	|  0.0013049      	|1000           	|  1.3049         	|  0.35987        	|
on_train_batch_end                 	|  0.0011908      	|1000           	|  1.1908         	|  0.32839        	|
training_batch_to_device           	|  0.00022409     	|1000           	|  0.22409        	|  0.061799       	|
on_train_batch_start               	|  9.1927e-05     	|1000           	|  0.091927       	|  0.025351       	|
on_train_end                       	|  0.024645       	|1              	|  0.024645       	|  0.0067966      	|
on_pretrain_routine_start          	|  0.022139       	|1              	|  0.022139       	|  0.0061054      	|
on_train_epoch_start               	|  0.00029758     	|63             	|  0.018748       	|  0.0051702      	|
on_train_epoch_end                 	|  0.0002901      	|63             	|  0.018276       	|  0.0050401      	|
on_batch_start                     	|  1.6809e-05     	|1000           	|  0.016809       	|  0.0046355      	|
on_before_zero_grad                	|  1.3333e-05     	|1000           	|  0.013333       	|  0.0036771      	|
on_batch_end                       	|  1.3056e-05     	|1000           	|  0.013056       	|  0.0036005      	|
on_after_backward                  	|  1.246e-05      	|1000           	|  0.01246        	|  0.0034361      	|
on_before_optimizer_step           	|  1.0677e-05     	|1000           	|  0.010677       	|  0.0029445      	|
on_before_backward                 	|  1.0619e-05     	|1000           	|  0.010619       	|  0.0029284      	|
configure_optimizers               	|  0.0081808      	|1              	|  0.0081808      	|  0.0022561      	|
training_step_end                  	|  6.1658e-06     	|1000           	|  0.0061658      	|  0.0017004      	|
on_train_start                     	|  0.00070832     	|1              	|  0.00070832     	|  0.00019534     	|
on_epoch_start                     	|  1.0803e-05     	|63             	|  0.00068056     	|  0.00018768     	|
on_epoch_end                       	|  1.0643e-05     	|63             	|  0.0006705      	|  0.00018491     	|
on_fit_end                         	|  2.0368e-05     	|1              	|  2.0368e-05     	|  5.6171e-06     	|
on_before_accelerator_backend_setup	|  1.9626e-05     	|1              	|  1.9626e-05     	|  5.4124e-06     	|
on_fit_start                       	|  1.6631e-05     	|1              	|  1.6631e-05     	|  4.5865e-06     	|
setup                              	|  1.567e-05      	|1              	|  1.567e-05      	|  4.3214e-06     	|
on_configure_sharded_model         	|  1.3966e-05     	|1              	|  1.3966e-05     	|  3.8515e-06     	|
teardown                           	|  1.0109e-05     	|1              	|  1.0109e-05     	|  2.7879e-06     	|
on_pretrain_routine_end            	|  9.8479e-06     	|1              	|  9.8479e-06     	|  2.7158e-06     	|
prepare_data                       	|  8.766e-06      	|1              	|  8.766e-06      	|  2.4175e-06     	|
configure_callbacks                	|  4.688e-06      	|1              	|  4.688e-06      	|  1.2929e-06     	|
configure_sharded_model            	|  4.4591e-06     	|1              	|  4.4591e-06     	|  1.2297e-06     	|
on_val_dataloader                  	|  4.318e-06      	|1              	|  4.318e-06      	|  1.1908e-06     	|
on_train_dataloader                	|  4.018e-06      	|1              	|  4.018e-06      	|  1.1081e-06     	|
