FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  460.76         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.1817         	|200            	|  436.35         	|  94.702         	|
run_training_batch                 	|  0.36519        	|1000           	|  365.19         	|  79.259         	|
optimizer_step_with_closure_0      	|  0.36248        	|1000           	|  362.48         	|  78.67          	|
training_step_and_backward         	|  0.28315        	|1000           	|  283.15         	|  61.454         	|
model_forward                      	|  0.16673        	|1000           	|  166.73         	|  36.185         	|
training_step                      	|  0.16658        	|1000           	|  166.58         	|  36.153         	|
backward                           	|  0.11503        	|1000           	|  115.03         	|  24.965         	|
get_train_batch                    	|  0.016617       	|1200           	|  19.94          	|  4.3277         	|
fetch_next_train_batch             	|  0.016591       	|1200           	|  19.909         	|  4.321          	|
zero_grad                          	|  0.0013708      	|1000           	|  1.3708         	|  0.2975         	|
on_train_batch_end                 	|  0.0012536      	|1000           	|  1.2536         	|  0.27208        	|
training_batch_to_device           	|  0.00034784     	|1000           	|  0.34784        	|  0.075493       	|
on_train_batch_start               	|  9.8847e-05     	|1000           	|  0.098847       	|  0.021453       	|
on_train_epoch_start               	|  0.00027253     	|200            	|  0.054505       	|  0.011829       	|
on_train_epoch_end                 	|  0.00024599     	|200            	|  0.049198       	|  0.010678       	|
on_train_end                       	|  0.023757       	|1              	|  0.023757       	|  0.005156       	|
on_batch_start                     	|  2.3354e-05     	|1000           	|  0.023354       	|  0.0050687      	|
on_pretrain_routine_start          	|  0.022146       	|1              	|  0.022146       	|  0.0048063      	|
on_before_zero_grad                	|  1.6365e-05     	|1000           	|  0.016365       	|  0.0035518      	|
on_batch_end                       	|  1.3558e-05     	|1000           	|  0.013558       	|  0.0029426      	|
on_before_optimizer_step           	|  1.1786e-05     	|1000           	|  0.011786       	|  0.002558       	|
on_after_backward                  	|  1.1648e-05     	|1000           	|  0.011648       	|  0.002528       	|
on_before_backward                 	|  1.1589e-05     	|1000           	|  0.011589       	|  0.0025152      	|
configure_optimizers               	|  0.0081128      	|1              	|  0.0081128      	|  0.0017608      	|
training_step_end                  	|  6.7672e-06     	|1000           	|  0.0067672      	|  0.0014687      	|
on_epoch_start                     	|  1.0789e-05     	|200            	|  0.0021578      	|  0.00046832     	|
on_epoch_end                       	|  1.0527e-05     	|200            	|  0.0021054      	|  0.00045693     	|
on_train_start                     	|  0.00078638     	|1              	|  0.00078638     	|  0.00017067     	|
on_fit_end                         	|  2.2954e-05     	|1              	|  2.2954e-05     	|  4.9818e-06     	|
on_before_accelerator_backend_setup	|  2.0799e-05     	|1              	|  2.0799e-05     	|  4.5141e-06     	|
on_fit_start                       	|  1.617e-05      	|1              	|  1.617e-05      	|  3.5094e-06     	|
setup                              	|  1.569e-05      	|1              	|  1.569e-05      	|  3.4053e-06     	|
on_configure_sharded_model         	|  1.4899e-05     	|1              	|  1.4899e-05     	|  3.2336e-06     	|
on_pretrain_routine_end            	|  1.3535e-05     	|1              	|  1.3535e-05     	|  2.9376e-06     	|
teardown                           	|  1.2143e-05     	|1              	|  1.2143e-05     	|  2.6354e-06     	|
configure_callbacks                	|  8.236e-06      	|1              	|  8.236e-06      	|  1.7875e-06     	|
prepare_data                       	|  7.8649e-06     	|1              	|  7.8649e-06     	|  1.7069e-06     	|
on_val_dataloader                  	|  4.528e-06      	|1              	|  4.528e-06      	|  9.8272e-07     	|
configure_sharded_model            	|  4.438e-06      	|1              	|  4.438e-06      	|  9.6319e-07     	|
on_train_dataloader                	|  4.128e-06      	|1              	|  4.128e-06      	|  8.9591e-07     	|
