FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  443.04         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.0957         	|200            	|  419.14         	|  94.608         	|
run_training_batch                 	|  0.34608        	|1000           	|  346.08         	|  78.115         	|
optimizer_step_with_closure_0      	|  0.34336        	|1000           	|  343.36         	|  77.501         	|
training_step_and_backward         	|  0.26607        	|1000           	|  266.07         	|  60.056         	|
model_forward                      	|  0.15816        	|1000           	|  158.16         	|  35.7           	|
training_step                      	|  0.15801        	|1000           	|  158.01         	|  35.666         	|
backward                           	|  0.10653        	|1000           	|  106.53         	|  24.045         	|
get_train_batch                    	|  0.016767       	|1200           	|  20.12          	|  4.5414         	|
fetch_next_train_batch             	|  0.016742       	|1200           	|  20.09          	|  4.5346         	|
zero_grad                          	|  0.0013451      	|1000           	|  1.3451         	|  0.30361        	|
on_train_batch_end                 	|  0.0012689      	|1000           	|  1.2689         	|  0.28641        	|
training_batch_to_device           	|  0.00033646     	|1000           	|  0.33646        	|  0.075944       	|
on_train_batch_start               	|  0.00010014     	|1000           	|  0.10014        	|  0.022602       	|
on_train_epoch_start               	|  0.00027031     	|200            	|  0.054062       	|  0.012203       	|
on_train_epoch_end                 	|  0.00026168     	|200            	|  0.052337       	|  0.011813       	|
on_train_end                       	|  0.023922       	|1              	|  0.023922       	|  0.0053997      	|
on_batch_start                     	|  2.3441e-05     	|1000           	|  0.023441       	|  0.0052911      	|
on_pretrain_routine_start          	|  0.022899       	|1              	|  0.022899       	|  0.0051687      	|
on_before_zero_grad                	|  1.6523e-05     	|1000           	|  0.016523       	|  0.0037294      	|
on_batch_end                       	|  1.3733e-05     	|1000           	|  0.013733       	|  0.0030996      	|
on_after_backward                  	|  1.1708e-05     	|1000           	|  0.011708       	|  0.0026428      	|
on_before_optimizer_step           	|  1.1563e-05     	|1000           	|  0.011563       	|  0.00261        	|
on_before_backward                 	|  1.0833e-05     	|1000           	|  0.010833       	|  0.0024451      	|
configure_optimizers               	|  0.008531       	|1              	|  0.008531       	|  0.0019256      	|
training_step_end                  	|  6.6166e-06     	|1000           	|  0.0066166      	|  0.0014935      	|
on_epoch_start                     	|  1.0564e-05     	|200            	|  0.0021128      	|  0.00047688     	|
on_epoch_end                       	|  1.0199e-05     	|200            	|  0.0020398      	|  0.00046041     	|
on_train_start                     	|  0.00077011     	|1              	|  0.00077011     	|  0.00017383     	|
on_fit_end                         	|  2.2833e-05     	|1              	|  2.2833e-05     	|  5.1538e-06     	|
on_before_accelerator_backend_setup	|  2.2432e-05     	|1              	|  2.2432e-05     	|  5.0633e-06     	|
on_fit_start                       	|  1.5549e-05     	|1              	|  1.5549e-05     	|  3.5097e-06     	|
setup                              	|  1.4117e-05     	|1              	|  1.4117e-05     	|  3.1864e-06     	|
on_configure_sharded_model         	|  1.3415e-05     	|1              	|  1.3415e-05     	|  3.028e-06      	|
teardown                           	|  1.0108e-05     	|1              	|  1.0108e-05     	|  2.2815e-06     	|
on_pretrain_routine_end            	|  9.799e-06      	|1              	|  9.799e-06      	|  2.2118e-06     	|
prepare_data                       	|  7.294e-06      	|1              	|  7.294e-06      	|  1.6464e-06     	|
configure_callbacks                	|  4.748e-06      	|1              	|  4.748e-06      	|  1.0717e-06     	|
on_val_dataloader                  	|  4.708e-06      	|1              	|  4.708e-06      	|  1.0627e-06     	|
configure_sharded_model            	|  4.6679e-06     	|1              	|  4.6679e-06     	|  1.0536e-06     	|
on_train_dataloader                	|  4.278e-06      	|1              	|  4.278e-06      	|  9.6562e-07     	|
