FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  442.68         	|  100 %          	|
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run_training_epoch                 	|  6.6329         	|63             	|  417.87         	|  94.397         	|
run_training_batch                 	|  0.28614        	|1000           	|  286.14         	|  64.639         	|
optimizer_step_with_closure_0      	|  0.28259        	|1000           	|  282.59         	|  63.837         	|
training_step_and_backward         	|  0.21646        	|1000           	|  216.46         	|  48.898         	|
backward                           	|  0.10757        	|1000           	|  107.57         	|  24.301         	|
model_forward                      	|  0.10725        	|1000           	|  107.25         	|  24.228         	|
training_step                      	|  0.10705        	|1000           	|  107.05         	|  24.183         	|
get_train_batch                    	|  0.02505        	|1063           	|  26.629         	|  6.0154         	|
fetch_next_train_batch             	|  0.025025       	|1063           	|  26.601         	|  6.0092         	|
on_train_batch_end                 	|  0.0022425      	|1000           	|  2.2425         	|  0.50657        	|
zero_grad                          	|  0.0016002      	|1000           	|  1.6002         	|  0.36149        	|
training_batch_to_device           	|  0.00026595     	|1000           	|  0.26595        	|  0.060077       	|
on_train_batch_start               	|  9.4906e-05     	|1000           	|  0.094906       	|  0.021439       	|
on_train_end                       	|  0.049019       	|1              	|  0.049019       	|  0.011073       	|
on_pretrain_routine_start          	|  0.027079       	|1              	|  0.027079       	|  0.0061172      	|
on_train_epoch_end                 	|  0.00040799     	|63             	|  0.025704       	|  0.0058064      	|
on_after_backward                  	|  2.5495e-05     	|1000           	|  0.025495       	|  0.0057592      	|
on_train_epoch_start               	|  0.00039231     	|63             	|  0.024715       	|  0.0055832      	|
on_batch_start                     	|  2.1322e-05     	|1000           	|  0.021322       	|  0.0048166      	|
on_before_zero_grad                	|  2.0399e-05     	|1000           	|  0.020399       	|  0.0046081      	|
on_batch_end                       	|  1.6357e-05     	|1000           	|  0.016357       	|  0.0036951      	|
on_before_optimizer_step           	|  1.4037e-05     	|1000           	|  0.014037       	|  0.0031709      	|
on_before_backward                 	|  1.2749e-05     	|1000           	|  0.012749       	|  0.0028801      	|
configure_optimizers               	|  0.010772       	|1              	|  0.010772       	|  0.0024333      	|
training_step_end                  	|  7.2877e-06     	|1000           	|  0.0072877      	|  0.0016463      	|
on_train_start                     	|  0.0013506      	|1              	|  0.0013506      	|  0.0003051      	|
on_epoch_end                       	|  1.395e-05      	|63             	|  0.00087884     	|  0.00019853     	|
on_epoch_start                     	|  1.1699e-05     	|63             	|  0.00073701     	|  0.00016649     	|
on_fit_end                         	|  5.8573e-05     	|1              	|  5.8573e-05     	|  1.3232e-05     	|
on_fit_start                       	|  4.4383e-05     	|1              	|  4.4383e-05     	|  1.0026e-05     	|
setup                              	|  2.7115e-05     	|1              	|  2.7115e-05     	|  6.1251e-06     	|
on_before_accelerator_backend_setup	|  2.3892e-05     	|1              	|  2.3892e-05     	|  5.3972e-06     	|
on_configure_sharded_model         	|  2.2965e-05     	|1              	|  2.2965e-05     	|  5.1877e-06     	|
on_pretrain_routine_end            	|  1.5419e-05     	|1              	|  1.5419e-05     	|  3.4831e-06     	|
teardown                           	|  1.4987e-05     	|1              	|  1.4987e-05     	|  3.3855e-06     	|
on_train_dataloader                	|  1.0176e-05     	|1              	|  1.0176e-05     	|  2.2987e-06     	|
configure_callbacks                	|  8.5831e-06     	|1              	|  8.5831e-06     	|  1.9389e-06     	|
prepare_data                       	|  8.4992e-06     	|1              	|  8.4992e-06     	|  1.92e-06       	|
configure_sharded_model            	|  8.164e-06      	|1              	|  8.164e-06      	|  1.8442e-06     	|
on_val_dataloader                  	|  7.1246e-06     	|1              	|  7.1246e-06     	|  1.6094e-06     	|
