FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  537.47         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  1.0268         	|500            	|  513.41         	|  95.525         	|
run_training_batch                 	|  0.33787        	|1000           	|  337.87         	|  62.864         	|
optimizer_step_with_closure_0      	|  0.33515        	|1000           	|  335.15         	|  62.357         	|
training_step_and_backward         	|  0.25034        	|1000           	|  250.34         	|  46.578         	|
model_forward                      	|  0.15567        	|1000           	|  155.67         	|  28.963         	|
training_step                      	|  0.1555         	|1000           	|  155.5          	|  28.932         	|
backward                           	|  0.093279       	|1000           	|  93.279         	|  17.355         	|
get_train_batch                    	|  0.030754       	|1500           	|  46.131         	|  8.5829         	|
fetch_next_train_batch             	|  0.03072        	|1500           	|  46.08          	|  8.5736         	|
zero_grad                          	|  0.0013649      	|1000           	|  1.3649         	|  0.25394        	|
on_train_batch_end                 	|  0.0013377      	|1000           	|  1.3377         	|  0.24889        	|
training_batch_to_device           	|  0.00062651     	|1000           	|  0.62651        	|  0.11657        	|
on_train_epoch_start               	|  0.00028072     	|500            	|  0.14036        	|  0.026115       	|
on_train_epoch_end                 	|  0.00026803     	|500            	|  0.13401        	|  0.024934       	|
on_train_batch_start               	|  0.00010791     	|1000           	|  0.10791        	|  0.020077       	|
on_batch_start                     	|  3.7408e-05     	|1000           	|  0.037408       	|  0.00696        	|
on_train_end                       	|  0.023679       	|1              	|  0.023679       	|  0.0044057      	|
on_pretrain_routine_start          	|  0.022435       	|1              	|  0.022435       	|  0.0041741      	|
on_before_zero_grad                	|  2.1678e-05     	|1000           	|  0.021678       	|  0.0040333      	|
on_batch_end                       	|  1.3863e-05     	|1000           	|  0.013863       	|  0.0025793      	|
on_before_backward                 	|  1.2232e-05     	|1000           	|  0.012232       	|  0.0022759      	|
on_before_optimizer_step           	|  1.196e-05      	|1000           	|  0.01196        	|  0.0022252      	|
on_after_backward                  	|  1.1568e-05     	|1000           	|  0.011568       	|  0.0021523      	|
training_step_end                  	|  9.5151e-06     	|1000           	|  0.0095151      	|  0.0017704      	|
configure_optimizers               	|  0.0088786      	|1              	|  0.0088786      	|  0.0016519      	|
on_epoch_start                     	|  1.1093e-05     	|500            	|  0.0055464      	|  0.001032       	|
on_epoch_end                       	|  1.0362e-05     	|500            	|  0.0051811      	|  0.00096397     	|
on_train_start                     	|  0.00071652     	|1              	|  0.00071652     	|  0.00013331     	|
on_fit_end                         	|  2.4316e-05     	|1              	|  2.4316e-05     	|  4.5242e-06     	|
on_before_accelerator_backend_setup	|  2.1e-05        	|1              	|  2.1e-05        	|  3.9072e-06     	|
on_fit_start                       	|  1.8405e-05     	|1              	|  1.8405e-05     	|  3.4244e-06     	|
setup                              	|  1.3806e-05     	|1              	|  1.3806e-05     	|  2.5687e-06     	|
on_configure_sharded_model         	|  1.3104e-05     	|1              	|  1.3104e-05     	|  2.4381e-06     	|
on_pretrain_routine_end            	|  1.1361e-05     	|1              	|  1.1361e-05     	|  2.1138e-06     	|
teardown                           	|  1.0791e-05     	|1              	|  1.0791e-05     	|  2.0077e-06     	|
prepare_data                       	|  7.454e-06      	|1              	|  7.454e-06      	|  1.3869e-06     	|
configure_sharded_model            	|  5.35e-06       	|1              	|  5.35e-06       	|  9.9541e-07     	|
configure_callbacks                	|  4.9389e-06     	|1              	|  4.9389e-06     	|  9.1892e-07     	|
on_val_dataloader                  	|  4.689e-06      	|1              	|  4.689e-06      	|  8.7242e-07     	|
on_train_dataloader                	|  4.6791e-06     	|1              	|  4.6791e-06     	|  8.7058e-07     	|
