FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1451.1         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.8617         	|500            	|  1430.9         	|  98.602         	|
run_training_batch                 	|  0.38918        	|1000           	|  389.18         	|  26.819         	|
optimizer_step_with_closure_0      	|  0.38539        	|1000           	|  385.39         	|  26.558         	|
training_step_and_backward         	|  0.28068        	|1000           	|  280.68         	|  19.342         	|
get_train_batch                    	|  0.11141        	|1500           	|  167.11         	|  11.516         	|
fetch_next_train_batch             	|  0.11137        	|1500           	|  167.05         	|  11.512         	|
model_forward                      	|  0.14893        	|1000           	|  148.93         	|  10.263         	|
training_step                      	|  0.14871        	|1000           	|  148.71         	|  10.248         	|
backward                           	|  0.13022        	|1000           	|  130.22         	|  8.9738         	|
on_train_batch_end                 	|  0.002243       	|1000           	|  2.243          	|  0.15457        	|
zero_grad                          	|  0.0014862      	|1000           	|  1.4862         	|  0.10242        	|
training_batch_to_device           	|  0.00061357     	|1000           	|  0.61357        	|  0.042282       	|
on_train_epoch_start               	|  0.00037068     	|500            	|  0.18534        	|  0.012772       	|
on_train_epoch_end                 	|  0.00034265     	|500            	|  0.17133        	|  0.011806       	|
on_train_batch_start               	|  0.00011244     	|1000           	|  0.11244        	|  0.0077483      	|
on_batch_start                     	|  4.3093e-05     	|1000           	|  0.043093       	|  0.0029696      	|
on_train_end                       	|  0.042747       	|1              	|  0.042747       	|  0.0029457      	|
on_after_backward                  	|  2.3809e-05     	|1000           	|  0.023809       	|  0.0016407      	|
on_pretrain_routine_start          	|  0.021728       	|1              	|  0.021728       	|  0.0014973      	|
on_before_zero_grad                	|  2.1601e-05     	|1000           	|  0.021601       	|  0.0014885      	|
on_batch_end                       	|  1.7904e-05     	|1000           	|  0.017904       	|  0.0012338      	|
on_before_optimizer_step           	|  1.6188e-05     	|1000           	|  0.016188       	|  0.0011156      	|
on_before_backward                 	|  1.5246e-05     	|1000           	|  0.015246       	|  0.0010506      	|
training_step_end                  	|  8.664e-06      	|1000           	|  0.008664       	|  0.00059705     	|
configure_optimizers               	|  0.0085165      	|1              	|  0.0085165      	|  0.00058688     	|
on_epoch_end                       	|  1.2269e-05     	|500            	|  0.0061345      	|  0.00042273     	|
on_epoch_start                     	|  1.1077e-05     	|500            	|  0.0055383      	|  0.00038165     	|
on_train_start                     	|  0.0019956      	|1              	|  0.0019956      	|  0.00013752     	|
on_fit_end                         	|  3.4846e-05     	|1              	|  3.4846e-05     	|  2.4013e-06     	|
on_before_accelerator_backend_setup	|  2.7915e-05     	|1              	|  2.7915e-05     	|  1.9237e-06     	|
on_configure_sharded_model         	|  2.4538e-05     	|1              	|  2.4538e-05     	|  1.691e-06      	|
setup                              	|  2.1618e-05     	|1              	|  2.1618e-05     	|  1.4897e-06     	|
on_fit_start                       	|  1.874e-05      	|1              	|  1.874e-05      	|  1.2914e-06     	|
teardown                           	|  1.4542e-05     	|1              	|  1.4542e-05     	|  1.0021e-06     	|
on_pretrain_routine_end            	|  1.2765e-05     	|1              	|  1.2765e-05     	|  8.7963e-07     	|
prepare_data                       	|  9.4101e-06     	|1              	|  9.4101e-06     	|  6.4846e-07     	|
configure_callbacks                	|  7.4022e-06     	|1              	|  7.4022e-06     	|  5.1009e-07     	|
configure_sharded_model            	|  6.8732e-06     	|1              	|  6.8732e-06     	|  4.7364e-07     	|
on_val_dataloader                  	|  5.9642e-06     	|1              	|  5.9642e-06     	|  4.11e-07       	|
on_train_dataloader                	|  5.8953e-06     	|1              	|  5.8953e-06     	|  4.0625e-07     	|
