FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
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Total                              	|  -              	|_              	|  353.82         	|  100 %          	|
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run_training_epoch                 	|  5.2545         	|63             	|  331.03         	|  93.559         	|
run_training_batch                 	|  0.30776        	|1000           	|  307.76         	|  86.981         	|
optimizer_step_with_closure_0      	|  0.30504        	|1000           	|  305.04         	|  86.213         	|
training_step_and_backward         	|  0.22955        	|1000           	|  229.55         	|  64.878         	|
model_forward                      	|  0.14096        	|1000           	|  140.96         	|  39.838         	|
training_step                      	|  0.14082        	|1000           	|  140.82         	|  39.798         	|
backward                           	|  0.087241       	|1000           	|  87.241         	|  24.657         	|
get_train_batch                    	|  0.0072438      	|1063           	|  7.7002         	|  2.1763         	|
fetch_next_train_batch             	|  0.0072246      	|1063           	|  7.6798         	|  2.1705         	|
zero_grad                          	|  0.001332       	|1000           	|  1.332          	|  0.37645        	|
on_train_batch_end                 	|  0.001206       	|1000           	|  1.206          	|  0.34085        	|
training_batch_to_device           	|  0.00022634     	|1000           	|  0.22634        	|  0.06397        	|
on_train_batch_start               	|  9.0068e-05     	|1000           	|  0.090068       	|  0.025456       	|
on_train_end                       	|  0.02592        	|1              	|  0.02592        	|  0.0073257      	|
on_pretrain_routine_start          	|  0.022722       	|1              	|  0.022722       	|  0.0064219      	|
on_train_epoch_start               	|  0.00030447     	|63             	|  0.019182       	|  0.0054213      	|
on_train_epoch_end                 	|  0.00028383     	|63             	|  0.017881       	|  0.0050536      	|
on_batch_start                     	|  1.5994e-05     	|1000           	|  0.015994       	|  0.0045203      	|
on_before_zero_grad                	|  1.3739e-05     	|1000           	|  0.013739       	|  0.0038831      	|
on_batch_end                       	|  1.3482e-05     	|1000           	|  0.013482       	|  0.0038103      	|
on_after_backward                  	|  1.1656e-05     	|1000           	|  0.011656       	|  0.0032942      	|
on_before_backward                 	|  1.1409e-05     	|1000           	|  0.011409       	|  0.0032244      	|
on_before_optimizer_step           	|  1.0585e-05     	|1000           	|  0.010585       	|  0.0029915      	|
configure_optimizers               	|  0.0083637      	|1              	|  0.0083637      	|  0.0023638      	|
training_step_end                  	|  5.9475e-06     	|1000           	|  0.0059475      	|  0.0016809      	|
on_train_start                     	|  0.0007022      	|1              	|  0.0007022      	|  0.00019846     	|
on_epoch_end                       	|  1.0702e-05     	|63             	|  0.00067423     	|  0.00019055     	|
on_epoch_start                     	|  1.066e-05      	|63             	|  0.00067157     	|  0.0001898      	|
on_fit_end                         	|  2.0018e-05     	|1              	|  2.0018e-05     	|  5.6576e-06     	|
on_before_accelerator_backend_setup	|  1.8826e-05     	|1              	|  1.8826e-05     	|  5.3207e-06     	|
on_fit_start                       	|  1.579e-05      	|1              	|  1.579e-05      	|  4.4627e-06     	|
setup                              	|  1.4607e-05     	|1              	|  1.4607e-05     	|  4.1284e-06     	|
on_configure_sharded_model         	|  1.3776e-05     	|1              	|  1.3776e-05     	|  3.8934e-06     	|
teardown                           	|  1.1001e-05     	|1              	|  1.1001e-05     	|  3.1092e-06     	|
on_pretrain_routine_end            	|  1.0429e-05     	|1              	|  1.0429e-05     	|  2.9475e-06     	|
prepare_data                       	|  6.352e-06      	|1              	|  6.352e-06      	|  1.7952e-06     	|
configure_callbacks                	|  4.608e-06      	|1              	|  4.608e-06      	|  1.3023e-06     	|
on_val_dataloader                  	|  4.5979e-06     	|1              	|  4.5979e-06     	|  1.2995e-06     	|
configure_sharded_model            	|  4.368e-06      	|1              	|  4.368e-06      	|  1.2345e-06     	|
on_train_dataloader                	|  4.1981e-06     	|1              	|  4.1981e-06     	|  1.1865e-06     	|
