FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  350.79         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  5.2044         	|63             	|  327.88         	|  93.47          	|
run_training_batch                 	|  0.30476        	|1000           	|  304.76         	|  86.88          	|
optimizer_step_with_closure_0      	|  0.30203        	|1000           	|  302.03         	|  86.102         	|
training_step_and_backward         	|  0.22656        	|1000           	|  226.56         	|  64.587         	|
model_forward                      	|  0.14014        	|1000           	|  140.14         	|  39.95          	|
training_step                      	|  0.14           	|1000           	|  140.0          	|  39.911         	|
backward                           	|  0.085065       	|1000           	|  85.065         	|  24.25          	|
get_train_batch                    	|  0.0073144      	|1063           	|  7.7752         	|  2.2165         	|
fetch_next_train_batch             	|  0.0072958      	|1063           	|  7.7555         	|  2.2109         	|
zero_grad                          	|  0.0013319      	|1000           	|  1.3319         	|  0.37969        	|
on_train_batch_end                 	|  0.0011837      	|1000           	|  1.1837         	|  0.33746        	|
training_batch_to_device           	|  0.00022302     	|1000           	|  0.22302        	|  0.063578       	|
on_train_batch_start               	|  9.0611e-05     	|1000           	|  0.090611       	|  0.025831       	|
on_train_end                       	|  0.024976       	|1              	|  0.024976       	|  0.00712        	|
on_pretrain_routine_start          	|  0.02234        	|1              	|  0.02234        	|  0.0063686      	|
on_train_epoch_end                 	|  0.000284       	|63             	|  0.017892       	|  0.0051005      	|
on_train_epoch_start               	|  0.00028137     	|63             	|  0.017726       	|  0.0050533      	|
on_batch_start                     	|  1.6756e-05     	|1000           	|  0.016756       	|  0.0047767      	|
on_before_zero_grad                	|  1.411e-05      	|1000           	|  0.01411        	|  0.0040225      	|
on_batch_end                       	|  1.3139e-05     	|1000           	|  0.013139       	|  0.0037457      	|
on_after_backward                  	|  1.1441e-05     	|1000           	|  0.011441       	|  0.0032616      	|
on_before_backward                 	|  1.0886e-05     	|1000           	|  0.010886       	|  0.0031033      	|
on_before_optimizer_step           	|  1.0117e-05     	|1000           	|  0.010117       	|  0.002884       	|
configure_optimizers               	|  0.0088124      	|1              	|  0.0088124      	|  0.0025122      	|
training_step_end                  	|  5.7421e-06     	|1000           	|  0.0057421      	|  0.0016369      	|
on_train_start                     	|  0.00072919     	|1              	|  0.00072919     	|  0.00020788     	|
on_epoch_start                     	|  1.0964e-05     	|63             	|  0.00069071     	|  0.0001969      	|
on_epoch_end                       	|  1.0157e-05     	|63             	|  0.0006399      	|  0.00018242     	|
on_fit_end                         	|  2.0799e-05     	|1              	|  2.0799e-05     	|  5.9293e-06     	|
on_before_accelerator_backend_setup	|  1.9897e-05     	|1              	|  1.9897e-05     	|  5.6721e-06     	|
on_fit_start                       	|  1.7613e-05     	|1              	|  1.7613e-05     	|  5.021e-06      	|
on_configure_sharded_model         	|  1.4246e-05     	|1              	|  1.4246e-05     	|  4.0612e-06     	|
setup                              	|  1.4166e-05     	|1              	|  1.4166e-05     	|  4.0384e-06     	|
teardown                           	|  1.074e-05      	|1              	|  1.074e-05      	|  3.0617e-06     	|
on_pretrain_routine_end            	|  1.0289e-05     	|1              	|  1.0289e-05     	|  2.9331e-06     	|
prepare_data                       	|  8.3949e-06     	|1              	|  8.3949e-06     	|  2.3932e-06     	|
configure_callbacks                	|  5.8111e-06     	|1              	|  5.8111e-06     	|  1.6566e-06     	|
on_val_dataloader                  	|  4.5791e-06     	|1              	|  4.5791e-06     	|  1.3054e-06     	|
configure_sharded_model            	|  4.489e-06      	|1              	|  4.489e-06      	|  1.2797e-06     	|
on_train_dataloader                	|  4.268e-06      	|1              	|  4.268e-06      	|  1.2167e-06     	|
