FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  454.84         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  6.9007         	|63             	|  434.75         	|  95.581         	|
run_training_batch                 	|  0.29324        	|1000           	|  293.24         	|  64.47          	|
optimizer_step_with_closure_0      	|  0.2889         	|1000           	|  288.9          	|  63.517         	|
training_step_and_backward         	|  0.22298        	|1000           	|  222.98         	|  49.024         	|
backward                           	|  0.11453        	|1000           	|  114.53         	|  25.18          	|
model_forward                      	|  0.10684        	|1000           	|  106.84         	|  23.489         	|
training_step                      	|  0.10665        	|1000           	|  106.65         	|  23.448         	|
get_train_batch                    	|  0.030403       	|1063           	|  32.319         	|  7.1055         	|
fetch_next_train_batch             	|  0.03038        	|1063           	|  32.294         	|  7.1            	|
on_train_batch_end                 	|  0.002338       	|1000           	|  2.338          	|  0.51403        	|
zero_grad                          	|  0.0015583      	|1000           	|  1.5583         	|  0.3426         	|
training_batch_to_device           	|  0.00026107     	|1000           	|  0.26107        	|  0.057399       	|
on_train_end                       	|  0.10459        	|1              	|  0.10459        	|  0.022994       	|
on_train_batch_start               	|  9.5004e-05     	|1000           	|  0.095004       	|  0.020887       	|
on_train_epoch_start               	|  0.00042635     	|63             	|  0.02686        	|  0.0059053      	|
on_after_backward                  	|  2.617e-05      	|1000           	|  0.02617        	|  0.0057537      	|
on_pretrain_routine_start          	|  0.024268       	|1              	|  0.024268       	|  0.0053354      	|
on_train_epoch_end                 	|  0.00035006     	|63             	|  0.022054       	|  0.0048487      	|
on_batch_start                     	|  2.1581e-05     	|1000           	|  0.021581       	|  0.0047446      	|
configure_optimizers               	|  0.020347       	|1              	|  0.020347       	|  0.0044735      	|
on_before_zero_grad                	|  1.833e-05      	|1000           	|  0.01833        	|  0.0040299      	|
on_batch_end                       	|  1.5607e-05     	|1000           	|  0.015607       	|  0.0034314      	|
on_before_backward                 	|  1.4808e-05     	|1000           	|  0.014808       	|  0.0032555      	|
on_before_optimizer_step           	|  1.4666e-05     	|1000           	|  0.014666       	|  0.0032243      	|
training_step_end                  	|  7.8382e-06     	|1000           	|  0.0078382      	|  0.0017233      	|
on_train_start                     	|  0.0011809      	|1              	|  0.0011809      	|  0.00025963     	|
on_epoch_end                       	|  1.2206e-05     	|63             	|  0.00076901     	|  0.00016907     	|
on_epoch_start                     	|  1.1461e-05     	|63             	|  0.00072203     	|  0.00015874     	|
on_fit_start                       	|  4.8826e-05     	|1              	|  4.8826e-05     	|  1.0735e-05     	|
on_fit_end                         	|  3.635e-05      	|1              	|  3.635e-05      	|  7.9916e-06     	|
on_before_accelerator_backend_setup	|  2.742e-05      	|1              	|  2.742e-05      	|  6.0284e-06     	|
setup                              	|  2.406e-05      	|1              	|  2.406e-05      	|  5.2897e-06     	|
on_configure_sharded_model         	|  2.153e-05      	|1              	|  2.153e-05      	|  4.7336e-06     	|
teardown                           	|  1.9614e-05     	|1              	|  1.9614e-05     	|  4.3122e-06     	|
on_pretrain_routine_end            	|  1.4946e-05     	|1              	|  1.4946e-05     	|  3.2859e-06     	|
on_train_dataloader                	|  1.0787e-05     	|1              	|  1.0787e-05     	|  2.3715e-06     	|
prepare_data                       	|  9.8869e-06     	|1              	|  9.8869e-06     	|  2.1737e-06     	|
on_val_dataloader                  	|  8.7041e-06     	|1              	|  8.7041e-06     	|  1.9137e-06     	|
configure_sharded_model            	|  7.9852e-06     	|1              	|  7.9852e-06     	|  1.7556e-06     	|
configure_callbacks                	|  6.5938e-06     	|1              	|  6.5938e-06     	|  1.4497e-06     	|
