FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  733.55         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  3.5762         	|200            	|  715.24         	|  97.503         	|
run_training_batch                 	|  0.28838        	|1000           	|  288.38         	|  39.313         	|
optimizer_step_with_closure_0      	|  0.28463        	|1000           	|  284.63         	|  38.801         	|
training_step_and_backward         	|  0.21989        	|1000           	|  219.89         	|  29.976         	|
model_forward                      	|  0.11173        	|1000           	|  111.73         	|  15.232         	|
training_step                      	|  0.1115         	|1000           	|  111.5          	|  15.201         	|
backward                           	|  0.1066         	|1000           	|  106.6          	|  14.531         	|
get_train_batch                    	|  0.069975       	|1200           	|  83.97          	|  11.447         	|
fetch_next_train_batch             	|  0.069942       	|1200           	|  83.931         	|  11.442         	|
on_train_batch_end                 	|  0.0023501      	|1000           	|  2.3501         	|  0.32037        	|
zero_grad                          	|  0.0015182      	|1000           	|  1.5182         	|  0.20696        	|
training_batch_to_device           	|  0.00041102     	|1000           	|  0.41102        	|  0.056031       	|
on_train_batch_start               	|  0.00010602     	|1000           	|  0.10602        	|  0.014453       	|
on_train_end                       	|  0.086482       	|1              	|  0.086482       	|  0.011789       	|
on_train_epoch_end                 	|  0.00040569     	|200            	|  0.081139       	|  0.011061       	|
on_train_epoch_start               	|  0.00033321     	|200            	|  0.066641       	|  0.0090847      	|
on_pretrain_routine_start          	|  0.049161       	|1              	|  0.049161       	|  0.0067017      	|
on_batch_start                     	|  3.2115e-05     	|1000           	|  0.032115       	|  0.004378       	|
on_after_backward                  	|  3.0002e-05     	|1000           	|  0.030002       	|  0.0040899      	|
on_before_zero_grad                	|  2.0798e-05     	|1000           	|  0.020798       	|  0.0028353      	|
on_batch_end                       	|  1.6252e-05     	|1000           	|  0.016252       	|  0.0022155      	|
on_before_optimizer_step           	|  1.4972e-05     	|1000           	|  0.014972       	|  0.0020411      	|
on_before_backward                 	|  1.4153e-05     	|1000           	|  0.014153       	|  0.0019294      	|
configure_optimizers               	|  0.011434       	|1              	|  0.011434       	|  0.0015587      	|
training_step_end                  	|  8.2656e-06     	|1000           	|  0.0082656      	|  0.0011268      	|
on_epoch_start                     	|  1.3099e-05     	|200            	|  0.0026199      	|  0.00035715     	|
on_epoch_end                       	|  1.2192e-05     	|200            	|  0.0024384      	|  0.00033241     	|
on_train_start                     	|  0.0016484      	|1              	|  0.0016484      	|  0.00022471     	|
on_fit_start                       	|  4.5735e-05     	|1              	|  4.5735e-05     	|  6.2348e-06     	|
on_pretrain_routine_end            	|  3.0356e-05     	|1              	|  3.0356e-05     	|  4.1381e-06     	|
on_fit_end                         	|  2.9439e-05     	|1              	|  2.9439e-05     	|  4.0132e-06     	|
on_before_accelerator_backend_setup	|  2.8178e-05     	|1              	|  2.8178e-05     	|  3.8413e-06     	|
setup                              	|  2.7632e-05     	|1              	|  2.7632e-05     	|  3.7669e-06     	|
on_configure_sharded_model         	|  2.3594e-05     	|1              	|  2.3594e-05     	|  3.2164e-06     	|
teardown                           	|  1.731e-05      	|1              	|  1.731e-05      	|  2.3597e-06     	|
on_val_dataloader                  	|  1.2685e-05     	|1              	|  1.2685e-05     	|  1.7292e-06     	|
prepare_data                       	|  1.2621e-05     	|1              	|  1.2621e-05     	|  1.7206e-06     	|
on_train_dataloader                	|  1.1895e-05     	|1              	|  1.1895e-05     	|  1.6215e-06     	|
configure_sharded_model            	|  8.4955e-06     	|1              	|  8.4955e-06     	|  1.1581e-06     	|
configure_callbacks                	|  7.4487e-06     	|1              	|  7.4487e-06     	|  1.0154e-06     	|
