FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  532.92         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  8.0785         	|63             	|  508.94         	|  95.501         	|
run_training_batch                 	|  0.3718         	|1000           	|  371.8          	|  69.766         	|
optimizer_step_with_closure_0      	|  0.36916        	|1000           	|  369.16         	|  69.272         	|
training_step_and_backward         	|  0.26452        	|1000           	|  264.52         	|  49.635         	|
model_forward                      	|  0.1374         	|1000           	|  137.4          	|  25.783         	|
training_step                      	|  0.13723        	|1000           	|  137.23         	|  25.75          	|
backward                           	|  0.12565        	|1000           	|  125.65         	|  23.578         	|
get_train_batch                    	|  0.029848       	|1063           	|  31.729         	|  5.9537         	|
fetch_next_train_batch             	|  0.029824       	|1063           	|  31.703         	|  5.949          	|
on_train_batch_end                 	|  0.001853       	|1000           	|  1.853          	|  0.34772        	|
zero_grad                          	|  0.0014316      	|1000           	|  1.4316         	|  0.26864        	|
training_batch_to_device           	|  0.00024987     	|1000           	|  0.24987        	|  0.046887       	|
on_train_batch_start               	|  9.7052e-05     	|1000           	|  0.097052       	|  0.018211       	|
on_train_end                       	|  0.043551       	|1              	|  0.043551       	|  0.0081721      	|
on_train_epoch_end                 	|  0.00063151     	|63             	|  0.039785       	|  0.0074655      	|
on_train_epoch_start               	|  0.00039723     	|63             	|  0.025025       	|  0.0046959      	|
on_pretrain_routine_start          	|  0.021684       	|1              	|  0.021684       	|  0.0040689      	|
on_batch_start                     	|  2.0501e-05     	|1000           	|  0.020501       	|  0.003847       	|
on_after_backward                  	|  1.9582e-05     	|1000           	|  0.019582       	|  0.0036745      	|
on_batch_end                       	|  1.5404e-05     	|1000           	|  0.015404       	|  0.0028905      	|
on_before_zero_grad                	|  1.4821e-05     	|1000           	|  0.014821       	|  0.002781       	|
on_before_backward                 	|  1.2613e-05     	|1000           	|  0.012613       	|  0.0023667      	|
on_before_optimizer_step           	|  1.2197e-05     	|1000           	|  0.012197       	|  0.0022886      	|
configure_optimizers               	|  0.010856       	|1              	|  0.010856       	|  0.0020371      	|
training_step_end                  	|  6.8664e-06     	|1000           	|  0.0068664      	|  0.0012884      	|
on_train_start                     	|  0.0016715      	|1              	|  0.0016715      	|  0.00031364     	|
on_epoch_end                       	|  1.2267e-05     	|63             	|  0.00077284     	|  0.00014502     	|
on_epoch_start                     	|  1.1111e-05     	|63             	|  0.00069997     	|  0.00013135     	|
on_fit_end                         	|  5.4091e-05     	|1              	|  5.4091e-05     	|  1.015e-05      	|
on_fit_start                       	|  4.0216e-05     	|1              	|  4.0216e-05     	|  7.5464e-06     	|
on_before_accelerator_backend_setup	|  2.6878e-05     	|1              	|  2.6878e-05     	|  5.0435e-06     	|
on_configure_sharded_model         	|  2.427e-05      	|1              	|  2.427e-05      	|  4.5542e-06     	|
setup                              	|  2.1856e-05     	|1              	|  2.1856e-05     	|  4.1012e-06     	|
configure_callbacks                	|  1.5272e-05     	|1              	|  1.5272e-05     	|  2.8657e-06     	|
teardown                           	|  1.3212e-05     	|1              	|  1.3212e-05     	|  2.4791e-06     	|
on_pretrain_routine_end            	|  1.2603e-05     	|1              	|  1.2603e-05     	|  2.3648e-06     	|
prepare_data                       	|  1.0168e-05     	|1              	|  1.0168e-05     	|  1.908e-06      	|
configure_sharded_model            	|  8.449e-06      	|1              	|  8.449e-06      	|  1.5854e-06     	|
on_train_dataloader                	|  6.6441e-06     	|1              	|  6.6441e-06     	|  1.2467e-06     	|
on_val_dataloader                  	|  6.5528e-06     	|1              	|  6.5528e-06     	|  1.2296e-06     	|
