FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  484.3          	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  7.2902         	|63             	|  459.28         	|  94.835         	|
run_training_batch                 	|  0.3202         	|1000           	|  320.2          	|  66.116         	|
optimizer_step_with_closure_0      	|  0.31606        	|1000           	|  316.06         	|  65.261         	|
training_step_and_backward         	|  0.24196        	|1000           	|  241.96         	|  49.96          	|
backward                           	|  0.12113        	|1000           	|  121.13         	|  25.011         	|
model_forward                      	|  0.11896        	|1000           	|  118.96         	|  24.563         	|
training_step                      	|  0.11873        	|1000           	|  118.73         	|  24.516         	|
get_train_batch                    	|  0.027042       	|1063           	|  28.746         	|  5.9355         	|
fetch_next_train_batch             	|  0.027014       	|1063           	|  28.716         	|  5.9293         	|
on_train_batch_end                 	|  0.0026805      	|1000           	|  2.6805         	|  0.55349        	|
zero_grad                          	|  0.0018312      	|1000           	|  1.8312         	|  0.37811        	|
training_batch_to_device           	|  0.00030476     	|1000           	|  0.30476        	|  0.062928       	|
on_train_end                       	|  0.11038        	|1              	|  0.11038        	|  0.022792       	|
on_train_batch_start               	|  0.00010771     	|1000           	|  0.10771        	|  0.02224        	|
on_batch_start                     	|  6.9817e-05     	|1000           	|  0.069817       	|  0.014416       	|
on_pretrain_routine_start          	|  0.041352       	|1              	|  0.041352       	|  0.0085386      	|
on_after_backward                  	|  3.0778e-05     	|1000           	|  0.030778       	|  0.0063552      	|
on_train_epoch_end                 	|  0.00048165     	|63             	|  0.030344       	|  0.0062655      	|
on_train_epoch_start               	|  0.00042822     	|63             	|  0.026978       	|  0.0055705      	|
configure_optimizers               	|  0.024288       	|1              	|  0.024288       	|  0.0050152      	|
on_before_zero_grad                	|  2.1692e-05     	|1000           	|  0.021692       	|  0.004479       	|
on_batch_end                       	|  1.8602e-05     	|1000           	|  0.018602       	|  0.003841       	|
on_before_backward                 	|  1.5193e-05     	|1000           	|  0.015193       	|  0.0031371      	|
on_before_optimizer_step           	|  1.5143e-05     	|1000           	|  0.015143       	|  0.0031269      	|
training_step_end                  	|  8.6702e-06     	|1000           	|  0.0086702      	|  0.0017903      	|
on_train_start                     	|  0.0016787      	|1              	|  0.0016787      	|  0.00034663     	|
on_epoch_end                       	|  1.3731e-05     	|63             	|  0.00086507     	|  0.00017862     	|
on_epoch_start                     	|  1.3159e-05     	|63             	|  0.00082901     	|  0.00017118     	|
on_fit_end                         	|  7.1041e-05     	|1              	|  7.1041e-05     	|  1.4669e-05     	|
on_fit_start                       	|  4.7574e-05     	|1              	|  4.7574e-05     	|  9.8233e-06     	|
on_train_dataloader                	|  3.4656e-05     	|1              	|  3.4656e-05     	|  7.156e-06      	|
setup                              	|  2.7603e-05     	|1              	|  2.7603e-05     	|  5.6995e-06     	|
on_before_accelerator_backend_setup	|  2.7031e-05     	|1              	|  2.7031e-05     	|  5.5814e-06     	|
on_configure_sharded_model         	|  2.6669e-05     	|1              	|  2.6669e-05     	|  5.5068e-06     	|
on_pretrain_routine_end            	|  2.2763e-05     	|1              	|  2.2763e-05     	|  4.7003e-06     	|
teardown                           	|  1.7172e-05     	|1              	|  1.7172e-05     	|  3.5457e-06     	|
configure_sharded_model            	|  1.172e-05      	|1              	|  1.172e-05      	|  2.42e-06       	|
on_val_dataloader                  	|  1.1032e-05     	|1              	|  1.1032e-05     	|  2.278e-06      	|
prepare_data                       	|  1.0056e-05     	|1              	|  1.0056e-05     	|  2.0765e-06     	|
configure_callbacks                	|  7.5996e-06     	|1              	|  7.5996e-06     	|  1.5692e-06     	|
