FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  914.6          	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  5.3459         	|167            	|  892.76         	|  97.613         	|
run_training_batch                 	|  0.24884        	|1000           	|  248.84         	|  27.207         	|
optimizer_step_with_closure_0      	|  0.2467         	|1000           	|  246.7          	|  26.974         	|
training_step_and_backward         	|  0.18561        	|1000           	|  185.61         	|  20.294         	|
get_train_batch                    	|  0.093555       	|1167           	|  109.18         	|  11.937         	|
fetch_next_train_batch             	|  0.093528       	|1167           	|  109.15         	|  11.934         	|
model_forward                      	|  0.096774       	|1000           	|  96.774         	|  10.581         	|
training_step                      	|  0.096599       	|1000           	|  96.599         	|  10.562         	|
backward                           	|  0.087489       	|1000           	|  87.489         	|  9.5658         	|
on_train_batch_end                 	|  0.0016689      	|1000           	|  1.6689         	|  0.18248        	|
zero_grad                          	|  0.0013179      	|1000           	|  1.3179         	|  0.14409        	|
training_batch_to_device           	|  0.00034339     	|1000           	|  0.34339        	|  0.037545       	|
configure_optimizers               	|  0.10619        	|1              	|  0.10619        	|  0.011611       	|
on_train_batch_start               	|  9.8637e-05     	|1000           	|  0.098637       	|  0.010785       	|
on_train_epoch_start               	|  0.0003211      	|167            	|  0.053623       	|  0.0058631      	|
on_train_epoch_end                 	|  0.00031139     	|167            	|  0.052002       	|  0.0056858      	|
on_train_end                       	|  0.045848       	|1              	|  0.045848       	|  0.0050129      	|
on_batch_start                     	|  2.8297e-05     	|1000           	|  0.028297       	|  0.003094       	|
on_pretrain_routine_start          	|  0.022342       	|1              	|  0.022342       	|  0.0024428      	|
on_after_backward                  	|  1.9022e-05     	|1000           	|  0.019022       	|  0.0020799      	|
on_before_zero_grad                	|  1.7174e-05     	|1000           	|  0.017174       	|  0.0018777      	|
on_batch_end                       	|  1.4924e-05     	|1000           	|  0.014924       	|  0.0016318      	|
on_before_optimizer_step           	|  1.2117e-05     	|1000           	|  0.012117       	|  0.0013248      	|
on_before_backward                 	|  1.1621e-05     	|1000           	|  0.011621       	|  0.0012706      	|
training_step_end                  	|  6.8494e-06     	|1000           	|  0.0068494      	|  0.0007489      	|
on_epoch_start                     	|  1.1202e-05     	|167            	|  0.0018707      	|  0.00020454     	|
on_epoch_end                       	|  1.0765e-05     	|167            	|  0.0017978      	|  0.00019656     	|
on_train_start                     	|  0.0017583      	|1              	|  0.0017583      	|  0.00019225     	|
on_fit_end                         	|  6.9369e-05     	|1              	|  6.9369e-05     	|  7.5846e-06     	|
on_fit_start                       	|  4.4793e-05     	|1              	|  4.4793e-05     	|  4.8975e-06     	|
setup                              	|  3.3539e-05     	|1              	|  3.3539e-05     	|  3.667e-06      	|
on_before_accelerator_backend_setup	|  3.1464e-05     	|1              	|  3.1464e-05     	|  3.4402e-06     	|
on_configure_sharded_model         	|  2.7789e-05     	|1              	|  2.7789e-05     	|  3.0384e-06     	|
configure_callbacks                	|  2.2084e-05     	|1              	|  2.2084e-05     	|  2.4146e-06     	|
teardown                           	|  1.7883e-05     	|1              	|  1.7883e-05     	|  1.9553e-06     	|
on_pretrain_routine_end            	|  1.6056e-05     	|1              	|  1.6056e-05     	|  1.7555e-06     	|
prepare_data                       	|  1.145e-05      	|1              	|  1.145e-05      	|  1.2519e-06     	|
configure_sharded_model            	|  9.4287e-06     	|1              	|  9.4287e-06     	|  1.0309e-06     	|
on_train_dataloader                	|  8.2254e-06     	|1              	|  8.2254e-06     	|  8.9935e-07     	|
on_val_dataloader                  	|  7.4115e-06     	|1              	|  7.4115e-06     	|  8.1035e-07     	|
