FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  432.49         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  6.558          	|63             	|  413.15         	|  95.528         	|
run_training_batch                 	|  0.27433        	|1000           	|  274.33         	|  63.431         	|
optimizer_step_with_closure_0      	|  0.27093        	|1000           	|  270.93         	|  62.643         	|
training_step_and_backward         	|  0.20684        	|1000           	|  206.84         	|  47.825         	|
model_forward                      	|  0.10472        	|1000           	|  104.72         	|  24.213         	|
training_step                      	|  0.10451        	|1000           	|  104.51         	|  24.165         	|
backward                           	|  0.10058        	|1000           	|  100.58         	|  23.256         	|
get_train_batch                    	|  0.030646       	|1063           	|  32.576         	|  7.5322         	|
fetch_next_train_batch             	|  0.030622       	|1063           	|  32.551         	|  7.5263         	|
on_train_batch_end                 	|  0.0022278      	|1000           	|  2.2278         	|  0.51511        	|
zero_grad                          	|  0.0015105      	|1000           	|  1.5105         	|  0.34926        	|
training_batch_to_device           	|  0.00025093     	|1000           	|  0.25093        	|  0.058018       	|
on_train_batch_start               	|  9.5856e-05     	|1000           	|  0.095856       	|  0.022164       	|
on_train_end                       	|  0.071418       	|1              	|  0.071418       	|  0.016513       	|
on_pretrain_routine_start          	|  0.028239       	|1              	|  0.028239       	|  0.0065293      	|
on_after_backward                  	|  2.6478e-05     	|1000           	|  0.026478       	|  0.0061221      	|
on_train_epoch_end                 	|  0.00036487     	|63             	|  0.022987       	|  0.005315       	|
on_train_epoch_start               	|  0.00034458     	|63             	|  0.021708       	|  0.0050194      	|
on_batch_start                     	|  2.0704e-05     	|1000           	|  0.020704       	|  0.004787       	|
on_before_zero_grad                	|  1.7951e-05     	|1000           	|  0.017951       	|  0.0041506      	|
on_batch_end                       	|  1.6097e-05     	|1000           	|  0.016097       	|  0.0037219      	|
configure_optimizers               	|  0.014404       	|1              	|  0.014404       	|  0.0033303      	|
on_before_backward                 	|  1.3048e-05     	|1000           	|  0.013048       	|  0.003017       	|
on_before_optimizer_step           	|  1.2872e-05     	|1000           	|  0.012872       	|  0.0029762      	|
training_step_end                  	|  8.0541e-06     	|1000           	|  0.0080541      	|  0.0018623      	|
on_train_start                     	|  0.0012345      	|1              	|  0.0012345      	|  0.00028543     	|
on_epoch_end                       	|  1.2189e-05     	|63             	|  0.00076792     	|  0.00017756     	|
on_epoch_start                     	|  1.121e-05      	|63             	|  0.00070626     	|  0.0001633      	|
on_fit_end                         	|  4.3985e-05     	|1              	|  4.3985e-05     	|  1.017e-05      	|
on_fit_start                       	|  4.3079e-05     	|1              	|  4.3079e-05     	|  9.9607e-06     	|
on_before_accelerator_backend_setup	|  2.4112e-05     	|1              	|  2.4112e-05     	|  5.5751e-06     	|
setup                              	|  2.386e-05      	|1              	|  2.386e-05      	|  5.517e-06      	|
on_pretrain_routine_end            	|  2.2432e-05     	|1              	|  2.2432e-05     	|  5.1866e-06     	|
on_configure_sharded_model         	|  2.156e-05      	|1              	|  2.156e-05      	|  4.9851e-06     	|
teardown                           	|  1.5419e-05     	|1              	|  1.5419e-05     	|  3.5651e-06     	|
prepare_data                       	|  1.0608e-05     	|1              	|  1.0608e-05     	|  2.4527e-06     	|
configure_sharded_model            	|  1.041e-05      	|1              	|  1.041e-05      	|  2.4071e-06     	|
configure_callbacks                	|  8.1155e-06     	|1              	|  8.1155e-06     	|  1.8765e-06     	|
on_val_dataloader                  	|  7.0203e-06     	|1              	|  7.0203e-06     	|  1.6232e-06     	|
on_train_dataloader                	|  7.0054e-06     	|1              	|  7.0054e-06     	|  1.6198e-06     	|
