FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  348.31         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  5.164          	|63             	|  325.33         	|  93.402         	|
run_training_batch                 	|  0.30212        	|1000           	|  302.12         	|  86.738         	|
optimizer_step_with_closure_0      	|  0.29946        	|1000           	|  299.46         	|  85.974         	|
training_step_and_backward         	|  0.22578        	|1000           	|  225.78         	|  64.821         	|
model_forward                      	|  0.13994        	|1000           	|  139.94         	|  40.176         	|
training_step                      	|  0.1398         	|1000           	|  139.8          	|  40.137         	|
backward                           	|  0.08452        	|1000           	|  84.52          	|  24.266         	|
get_train_batch                    	|  0.0073953      	|1063           	|  7.8612         	|  2.2569         	|
fetch_next_train_batch             	|  0.0073762      	|1063           	|  7.8409         	|  2.2511         	|
zero_grad                          	|  0.0012976      	|1000           	|  1.2976         	|  0.37254        	|
on_train_batch_end                 	|  0.0011803      	|1000           	|  1.1803         	|  0.33887        	|
training_batch_to_device           	|  0.00022117     	|1000           	|  0.22117        	|  0.063499       	|
on_train_batch_start               	|  9.1632e-05     	|1000           	|  0.091632       	|  0.026307       	|
on_train_end                       	|  0.024973       	|1              	|  0.024973       	|  0.0071696      	|
on_pretrain_routine_start          	|  0.022543       	|1              	|  0.022543       	|  0.0064719      	|
on_train_epoch_end                 	|  0.00029418     	|63             	|  0.018534       	|  0.0053209      	|
on_train_epoch_start               	|  0.00028638     	|63             	|  0.018042       	|  0.0051797      	|
on_batch_start                     	|  1.5897e-05     	|1000           	|  0.015897       	|  0.0045641      	|
on_before_zero_grad                	|  1.3452e-05     	|1000           	|  0.013452       	|  0.003862       	|
on_batch_end                       	|  1.3158e-05     	|1000           	|  0.013158       	|  0.0037775      	|
on_after_backward                  	|  1.1215e-05     	|1000           	|  0.011215       	|  0.0032197      	|
on_before_backward                 	|  1.0677e-05     	|1000           	|  0.010677       	|  0.0030652      	|
on_before_optimizer_step           	|  1.0224e-05     	|1000           	|  0.010224       	|  0.0029353      	|
configure_optimizers               	|  0.0083325      	|1              	|  0.0083325      	|  0.0023922      	|
training_step_end                  	|  5.727e-06      	|1000           	|  0.005727       	|  0.0016442      	|
on_train_start                     	|  0.00073088     	|1              	|  0.00073088     	|  0.00020983     	|
on_epoch_start                     	|  1.066e-05      	|63             	|  0.00067158     	|  0.00019281     	|
on_epoch_end                       	|  1.0248e-05     	|63             	|  0.00064563     	|  0.00018536     	|
on_fit_end                         	|  2.1701e-05     	|1              	|  2.1701e-05     	|  6.2303e-06     	|
on_before_accelerator_backend_setup	|  1.8626e-05     	|1              	|  1.8626e-05     	|  5.3475e-06     	|
on_fit_start                       	|  1.7924e-05     	|1              	|  1.7924e-05     	|  5.1459e-06     	|
on_configure_sharded_model         	|  1.3936e-05     	|1              	|  1.3936e-05     	|  4.001e-06      	|
setup                              	|  1.2574e-05     	|1              	|  1.2574e-05     	|  3.61e-06       	|
teardown                           	|  1.052e-05      	|1              	|  1.052e-05      	|  3.0203e-06     	|
on_pretrain_routine_end            	|  9.928e-06      	|1              	|  9.928e-06      	|  2.8503e-06     	|
prepare_data                       	|  6.9729e-06     	|1              	|  6.9729e-06     	|  2.0019e-06     	|
configure_callbacks                	|  4.709e-06      	|1              	|  4.709e-06      	|  1.3519e-06     	|
on_val_dataloader                  	|  4.599e-06      	|1              	|  4.599e-06      	|  1.3204e-06     	|
configure_sharded_model            	|  4.328e-06      	|1              	|  4.328e-06      	|  1.2425e-06     	|
on_train_dataloader                	|  4.078e-06      	|1              	|  4.078e-06      	|  1.1708e-06     	|
