FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1295.4         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.543          	|500            	|  1271.5         	|  98.154         	|
run_training_batch                 	|  0.29736        	|1000           	|  297.36         	|  22.955         	|
optimizer_step_with_closure_0      	|  0.29381        	|1000           	|  293.81         	|  22.681         	|
training_step_and_backward         	|  0.22565        	|1000           	|  225.65         	|  17.42          	|
get_train_batch                    	|  0.11989        	|1500           	|  179.84         	|  13.883         	|
fetch_next_train_batch             	|  0.11985        	|1500           	|  179.78         	|  13.878         	|
model_forward                      	|  0.11711        	|1000           	|  117.11         	|  9.0403         	|
training_step                      	|  0.11686        	|1000           	|  116.86         	|  9.021          	|
backward                           	|  0.10696        	|1000           	|  106.96         	|  8.257          	|
on_train_batch_end                 	|  0.0028381      	|1000           	|  2.8381         	|  0.21909        	|
zero_grad                          	|  0.0015384      	|1000           	|  1.5384         	|  0.11876        	|
training_batch_to_device           	|  0.00078319     	|1000           	|  0.78319        	|  0.060459       	|
on_train_epoch_end                 	|  0.00048894     	|500            	|  0.24447        	|  0.018872       	|
on_train_epoch_start               	|  0.00039555     	|500            	|  0.19777        	|  0.015267       	|
on_train_batch_start               	|  0.00011937     	|1000           	|  0.11937        	|  0.0092149      	|
on_batch_start                     	|  5.2421e-05     	|1000           	|  0.052421       	|  0.0040467      	|
on_train_end                       	|  0.046599       	|1              	|  0.046599       	|  0.0035973      	|
on_after_backward                  	|  2.6933e-05     	|1000           	|  0.026933       	|  0.0020791      	|
on_pretrain_routine_start          	|  0.024706       	|1              	|  0.024706       	|  0.0019072      	|
on_before_zero_grad                	|  2.4377e-05     	|1000           	|  0.024377       	|  0.0018818      	|
on_before_optimizer_step           	|  1.7172e-05     	|1000           	|  0.017172       	|  0.0013256      	|
on_batch_end                       	|  1.7144e-05     	|1000           	|  0.017144       	|  0.0013234      	|
on_before_backward                 	|  1.6336e-05     	|1000           	|  0.016336       	|  0.0012611      	|
configure_optimizers               	|  0.012141       	|1              	|  0.012141       	|  0.00093726     	|
training_step_end                  	|  1.1353e-05     	|1000           	|  0.011353       	|  0.00087643     	|
on_epoch_start                     	|  1.2571e-05     	|500            	|  0.0062857      	|  0.00048523     	|
on_epoch_end                       	|  1.1812e-05     	|500            	|  0.0059062      	|  0.00045593     	|
on_train_start                     	|  0.0012022      	|1              	|  0.0012022      	|  9.2806e-05     	|
on_fit_end                         	|  5.9888e-05     	|1              	|  5.9888e-05     	|  4.6231e-06     	|
on_fit_start                       	|  4.7892e-05     	|1              	|  4.7892e-05     	|  3.6971e-06     	|
setup                              	|  2.839e-05      	|1              	|  2.839e-05      	|  2.1916e-06     	|
on_before_accelerator_backend_setup	|  2.5479e-05     	|1              	|  2.5479e-05     	|  1.9669e-06     	|
on_configure_sharded_model         	|  2.4507e-05     	|1              	|  2.4507e-05     	|  1.8918e-06     	|
teardown                           	|  1.5767e-05     	|1              	|  1.5767e-05     	|  1.2172e-06     	|
on_pretrain_routine_end            	|  1.3771e-05     	|1              	|  1.3771e-05     	|  1.063e-06      	|
prepare_data                       	|  1.1755e-05     	|1              	|  1.1755e-05     	|  9.0745e-07     	|
on_train_dataloader                	|  1.0332e-05     	|1              	|  1.0332e-05     	|  7.976e-07      	|
on_val_dataloader                  	|  9.6802e-06     	|1              	|  9.6802e-06     	|  7.4727e-07     	|
configure_sharded_model            	|  9.3132e-06     	|1              	|  9.3132e-06     	|  7.1894e-07     	|
configure_callbacks                	|  9.0431e-06     	|1              	|  9.0431e-06     	|  6.9809e-07     	|
