FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  363.26         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  5.4011         	|63             	|  340.27         	|  93.671         	|
run_training_batch                 	|  0.31694        	|1000           	|  316.94         	|  87.25          	|
optimizer_step_with_closure_0      	|  0.31428        	|1000           	|  314.28         	|  86.517         	|
training_step_and_backward         	|  0.23665        	|1000           	|  236.65         	|  65.145         	|
model_forward                      	|  0.14675        	|1000           	|  146.75         	|  40.397         	|
training_step                      	|  0.14661        	|1000           	|  146.61         	|  40.36          	|
backward                           	|  0.08858        	|1000           	|  88.58          	|  24.385         	|
get_train_batch                    	|  0.0073954      	|1063           	|  7.8613         	|  2.1641         	|
fetch_next_train_batch             	|  0.0073764      	|1063           	|  7.8411         	|  2.1586         	|
zero_grad                          	|  0.0012944      	|1000           	|  1.2944         	|  0.35632        	|
on_train_batch_end                 	|  0.0011889      	|1000           	|  1.1889         	|  0.32729        	|
training_batch_to_device           	|  0.00022912     	|1000           	|  0.22912        	|  0.063072       	|
on_train_batch_start               	|  9.2245e-05     	|1000           	|  0.092245       	|  0.025394       	|
on_train_end                       	|  0.024963       	|1              	|  0.024963       	|  0.0068721      	|
on_pretrain_routine_start          	|  0.022971       	|1              	|  0.022971       	|  0.0063237      	|
on_train_epoch_end                 	|  0.0002969      	|63             	|  0.018705       	|  0.0051492      	|
on_train_epoch_start               	|  0.00029313     	|63             	|  0.018467       	|  0.0050839      	|
on_batch_start                     	|  1.6546e-05     	|1000           	|  0.016546       	|  0.0045548      	|
on_before_zero_grad                	|  1.4357e-05     	|1000           	|  0.014357       	|  0.0039523      	|
on_batch_end                       	|  1.3697e-05     	|1000           	|  0.013697       	|  0.0037707      	|
on_after_backward                  	|  1.2026e-05     	|1000           	|  0.012026       	|  0.0033106      	|
on_before_optimizer_step           	|  1.0565e-05     	|1000           	|  0.010565       	|  0.0029084      	|
on_before_backward                 	|  1.0493e-05     	|1000           	|  0.010493       	|  0.0028887      	|
configure_optimizers               	|  0.008392       	|1              	|  0.008392       	|  0.0023102      	|
training_step_end                  	|  6.055e-06      	|1000           	|  0.006055       	|  0.0016669      	|
on_train_start                     	|  0.00073852     	|1              	|  0.00073852     	|  0.00020331     	|
on_epoch_end                       	|  1.0518e-05     	|63             	|  0.00066265     	|  0.00018242     	|
on_epoch_start                     	|  1.0418e-05     	|63             	|  0.00065631     	|  0.00018067     	|
on_fit_end                         	|  2.132e-05      	|1              	|  2.132e-05      	|  5.8691e-06     	|
on_before_accelerator_backend_setup	|  1.8966e-05     	|1              	|  1.8966e-05     	|  5.2211e-06     	|
on_fit_start                       	|  1.7002e-05     	|1              	|  1.7002e-05     	|  4.6804e-06     	|
setup                              	|  1.6611e-05     	|1              	|  1.6611e-05     	|  4.5728e-06     	|
on_configure_sharded_model         	|  1.4988e-05     	|1              	|  1.4988e-05     	|  4.126e-06      	|
teardown                           	|  1.072e-05      	|1              	|  1.072e-05      	|  2.9511e-06     	|
on_pretrain_routine_end            	|  9.979e-06      	|1              	|  9.979e-06      	|  2.7471e-06     	|
prepare_data                       	|  9.177e-06      	|1              	|  9.177e-06      	|  2.5263e-06     	|
configure_sharded_model            	|  4.93e-06       	|1              	|  4.93e-06       	|  1.3572e-06     	|
configure_callbacks                	|  4.709e-06      	|1              	|  4.709e-06      	|  1.2963e-06     	|
on_val_dataloader                  	|  4.479e-06      	|1              	|  4.479e-06      	|  1.233e-06      	|
on_train_dataloader                	|  4.027e-06      	|1              	|  4.027e-06      	|  1.1086e-06     	|
