FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1444.4         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.8573         	|500            	|  1428.7         	|  98.91          	|
run_training_batch                 	|  0.39066        	|1000           	|  390.66         	|  27.046         	|
optimizer_step_with_closure_0      	|  0.38662        	|1000           	|  386.62         	|  26.767         	|
training_step_and_backward         	|  0.2821         	|1000           	|  282.1          	|  19.53          	|
get_train_batch                    	|  0.11021        	|1500           	|  165.32         	|  11.445         	|
fetch_next_train_batch             	|  0.11017        	|1500           	|  165.26         	|  11.441         	|
model_forward                      	|  0.14788        	|1000           	|  147.88         	|  10.238         	|
training_step                      	|  0.14765        	|1000           	|  147.65         	|  10.222         	|
backward                           	|  0.1327         	|1000           	|  132.7          	|  9.1869         	|
on_train_batch_end                 	|  0.0023122      	|1000           	|  2.3122         	|  0.16008        	|
zero_grad                          	|  0.0014813      	|1000           	|  1.4813         	|  0.10255        	|
training_batch_to_device           	|  0.00061925     	|1000           	|  0.61925        	|  0.042872       	|
on_train_epoch_end                 	|  0.00037179     	|500            	|  0.1859         	|  0.01287        	|
on_train_epoch_start               	|  0.00035533     	|500            	|  0.17766        	|  0.0123         	|
on_train_batch_start               	|  0.00010989     	|1000           	|  0.10989        	|  0.0076079      	|
on_batch_start                     	|  4.7136e-05     	|1000           	|  0.047136       	|  0.0032633      	|
on_train_end                       	|  0.04234        	|1              	|  0.04234        	|  0.0029313      	|
on_after_backward                  	|  2.3073e-05     	|1000           	|  0.023073       	|  0.0015974      	|
on_before_zero_grad                	|  2.2828e-05     	|1000           	|  0.022828       	|  0.0015804      	|
on_pretrain_routine_start          	|  0.022112       	|1              	|  0.022112       	|  0.0015309      	|
on_batch_end                       	|  1.9017e-05     	|1000           	|  0.019017       	|  0.0013166      	|
on_before_optimizer_step           	|  1.6154e-05     	|1000           	|  0.016154       	|  0.0011184      	|
on_before_backward                 	|  1.4865e-05     	|1000           	|  0.014865       	|  0.0010291      	|
training_step_end                  	|  9.071e-06      	|1000           	|  0.009071       	|  0.00062801     	|
configure_optimizers               	|  0.0090603      	|1              	|  0.0090603      	|  0.00062726     	|
on_epoch_start                     	|  1.1457e-05     	|500            	|  0.0057284      	|  0.00039659     	|
on_epoch_end                       	|  1.1279e-05     	|500            	|  0.0056395      	|  0.00039043     	|
on_train_start                     	|  0.0022261      	|1              	|  0.0022261      	|  0.00015412     	|
on_fit_end                         	|  3.9104e-05     	|1              	|  3.9104e-05     	|  2.7073e-06     	|
on_configure_sharded_model         	|  3.897e-05      	|1              	|  3.897e-05      	|  2.698e-06      	|
on_before_accelerator_backend_setup	|  3.4479e-05     	|1              	|  3.4479e-05     	|  2.3871e-06     	|
setup                              	|  2.9203e-05     	|1              	|  2.9203e-05     	|  2.0218e-06     	|
on_fit_start                       	|  2.3158e-05     	|1              	|  2.3158e-05     	|  1.6033e-06     	|
teardown                           	|  2.2408e-05     	|1              	|  2.2408e-05     	|  1.5513e-06     	|
on_pretrain_routine_end            	|  1.2064e-05     	|1              	|  1.2064e-05     	|  8.3524e-07     	|
prepare_data                       	|  1.0539e-05     	|1              	|  1.0539e-05     	|  7.2963e-07     	|
configure_callbacks                	|  9.4902e-06     	|1              	|  9.4902e-06     	|  6.5703e-07     	|
configure_sharded_model            	|  9.3672e-06     	|1              	|  9.3672e-06     	|  6.4851e-07     	|
on_train_dataloader                	|  6.2883e-06     	|1              	|  6.2883e-06     	|  4.3535e-07     	|
on_val_dataloader                  	|  5.8375e-06     	|1              	|  5.8375e-06     	|  4.0414e-07     	|
