FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  454.36         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  6.8706         	|63             	|  432.85         	|  95.266         	|
run_training_batch                 	|  0.29217        	|1000           	|  292.17         	|  64.304         	|
optimizer_step_with_closure_0      	|  0.28766        	|1000           	|  287.66         	|  63.311         	|
training_step_and_backward         	|  0.22279        	|1000           	|  222.79         	|  49.034         	|
backward                           	|  0.11609        	|1000           	|  116.09         	|  25.55          	|
model_forward                      	|  0.10518        	|1000           	|  105.18         	|  23.149         	|
training_step                      	|  0.10498        	|1000           	|  104.98         	|  23.105         	|
get_train_batch                    	|  0.029868       	|1063           	|  31.75          	|  6.9878         	|
fetch_next_train_batch             	|  0.029843       	|1063           	|  31.723         	|  6.982          	|
on_train_batch_end                 	|  0.0024537      	|1000           	|  2.4537         	|  0.54002        	|
zero_grad                          	|  0.0014909      	|1000           	|  1.4909         	|  0.32812        	|
training_batch_to_device           	|  0.00026799     	|1000           	|  0.26799        	|  0.058981       	|
on_train_batch_start               	|  9.5004e-05     	|1000           	|  0.095004       	|  0.020909       	|
on_train_end                       	|  0.053696       	|1              	|  0.053696       	|  0.011818       	|
on_after_backward                  	|  2.6956e-05     	|1000           	|  0.026956       	|  0.0059328      	|
on_train_epoch_end                 	|  0.00041558     	|63             	|  0.026181       	|  0.0057622      	|
on_pretrain_routine_start          	|  0.023596       	|1              	|  0.023596       	|  0.0051932      	|
on_train_epoch_start               	|  0.00035243     	|63             	|  0.022203       	|  0.0048868      	|
on_batch_start                     	|  2.1492e-05     	|1000           	|  0.021492       	|  0.0047301      	|
configure_optimizers               	|  0.020022       	|1              	|  0.020022       	|  0.0044066      	|
on_before_zero_grad                	|  1.886e-05      	|1000           	|  0.01886        	|  0.0041509      	|
on_batch_end                       	|  1.6342e-05     	|1000           	|  0.016342       	|  0.0035967      	|
on_before_optimizer_step           	|  1.2942e-05     	|1000           	|  0.012942       	|  0.0028485      	|
on_before_backward                 	|  1.2791e-05     	|1000           	|  0.012791       	|  0.0028151      	|
training_step_end                  	|  7.6416e-06     	|1000           	|  0.0076416      	|  0.0016818      	|
on_train_start                     	|  0.0010977      	|1              	|  0.0010977      	|  0.0002416      	|
on_epoch_end                       	|  1.2022e-05     	|63             	|  0.00075738     	|  0.00016669     	|
on_epoch_start                     	|  1.1217e-05     	|63             	|  0.00070666     	|  0.00015553     	|
on_fit_start                       	|  5.3313e-05     	|1              	|  5.3313e-05     	|  1.1734e-05     	|
on_configure_sharded_model         	|  3.3252e-05     	|1              	|  3.3252e-05     	|  7.3184e-06     	|
on_fit_end                         	|  2.9501e-05     	|1              	|  2.9501e-05     	|  6.4928e-06     	|
on_before_accelerator_backend_setup	|  2.3196e-05     	|1              	|  2.3196e-05     	|  5.1051e-06     	|
setup                              	|  2.1603e-05     	|1              	|  2.1603e-05     	|  4.7546e-06     	|
teardown                           	|  1.5523e-05     	|1              	|  1.5523e-05     	|  3.4165e-06     	|
on_pretrain_routine_end            	|  1.3292e-05     	|1              	|  1.3292e-05     	|  2.9254e-06     	|
configure_sharded_model            	|  1.1884e-05     	|1              	|  1.1884e-05     	|  2.6155e-06     	|
on_train_dataloader                	|  9.3579e-06     	|1              	|  9.3579e-06     	|  2.0596e-06     	|
configure_callbacks                	|  8.6296e-06     	|1              	|  8.6296e-06     	|  1.8993e-06     	|
on_val_dataloader                  	|  8.2068e-06     	|1              	|  8.2068e-06     	|  1.8062e-06     	|
prepare_data                       	|  7.486e-06      	|1              	|  7.486e-06      	|  1.6476e-06     	|
