FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  537.58         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  8.1429         	|63             	|  513.01         	|  95.428         	|
run_training_batch                 	|  0.377          	|1000           	|  377.0          	|  70.128         	|
optimizer_step_with_closure_0      	|  0.37439        	|1000           	|  374.39         	|  69.643         	|
training_step_and_backward         	|  0.26725        	|1000           	|  267.25         	|  49.713         	|
model_forward                      	|  0.13799        	|1000           	|  137.99         	|  25.669         	|
training_step                      	|  0.13782        	|1000           	|  137.82         	|  25.637         	|
backward                           	|  0.12775        	|1000           	|  127.75         	|  23.763         	|
get_train_batch                    	|  0.029298       	|1063           	|  31.144         	|  5.7933         	|
fetch_next_train_batch             	|  0.029275       	|1063           	|  31.119         	|  5.7888         	|
on_train_batch_end                 	|  0.001817       	|1000           	|  1.817          	|  0.33799        	|
zero_grad                          	|  0.0014794      	|1000           	|  1.4794         	|  0.2752         	|
training_batch_to_device           	|  0.00024869     	|1000           	|  0.24869        	|  0.046261       	|
on_train_batch_start               	|  9.61e-05       	|1000           	|  0.0961         	|  0.017876       	|
on_train_end                       	|  0.047099       	|1              	|  0.047099       	|  0.0087612      	|
on_train_epoch_start               	|  0.00036697     	|63             	|  0.023119       	|  0.0043005      	|
on_pretrain_routine_start          	|  0.022067       	|1              	|  0.022067       	|  0.0041048      	|
on_train_epoch_end                 	|  0.00034083     	|63             	|  0.021473       	|  0.0039943      	|
on_batch_start                     	|  2.1088e-05     	|1000           	|  0.021088       	|  0.0039227      	|
on_after_backward                  	|  1.976e-05      	|1000           	|  0.01976        	|  0.0036757      	|
on_before_zero_grad                	|  1.6279e-05     	|1000           	|  0.016279       	|  0.0030283      	|
on_batch_end                       	|  1.5165e-05     	|1000           	|  0.015165       	|  0.0028209      	|
on_before_optimizer_step           	|  1.3244e-05     	|1000           	|  0.013244       	|  0.0024636      	|
on_before_backward                 	|  1.2438e-05     	|1000           	|  0.012438       	|  0.0023137      	|
configure_optimizers               	|  0.010599       	|1              	|  0.010599       	|  0.0019716      	|
training_step_end                  	|  6.5854e-06     	|1000           	|  0.0065854      	|  0.001225       	|
on_train_start                     	|  0.0016255      	|1              	|  0.0016255      	|  0.00030238     	|
on_epoch_end                       	|  1.1376e-05     	|63             	|  0.0007167      	|  0.00013332     	|
on_epoch_start                     	|  1.0987e-05     	|63             	|  0.00069221     	|  0.00012876     	|
on_fit_start                       	|  4.404e-05      	|1              	|  4.404e-05      	|  8.1923e-06     	|
on_fit_end                         	|  3.1464e-05     	|1              	|  3.1464e-05     	|  5.8528e-06     	|
on_before_accelerator_backend_setup	|  2.8411e-05     	|1              	|  2.8411e-05     	|  5.2849e-06     	|
setup                              	|  2.4503e-05     	|1              	|  2.4503e-05     	|  4.558e-06      	|
on_configure_sharded_model         	|  2.3678e-05     	|1              	|  2.3678e-05     	|  4.4045e-06     	|
teardown                           	|  1.5227e-05     	|1              	|  1.5227e-05     	|  2.8325e-06     	|
on_pretrain_routine_end            	|  1.2318e-05     	|1              	|  1.2318e-05     	|  2.2913e-06     	|
prepare_data                       	|  1.0084e-05     	|1              	|  1.0084e-05     	|  1.8759e-06     	|
configure_callbacks                	|  7.6536e-06     	|1              	|  7.6536e-06     	|  1.4237e-06     	|
on_train_dataloader                	|  7.2569e-06     	|1              	|  7.2569e-06     	|  1.3499e-06     	|
on_val_dataloader                  	|  6.4522e-06     	|1              	|  6.4522e-06     	|  1.2002e-06     	|
configure_sharded_model            	|  6.3088e-06     	|1              	|  6.3088e-06     	|  1.1735e-06     	|
