FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  634.58         	|  100 %          	|
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run_training_epoch                 	|  3.6784         	|167            	|  614.29         	|  96.802         	|
run_training_batch                 	|  0.24941        	|1000           	|  249.41         	|  39.303         	|
optimizer_step_with_closure_0      	|  0.24721        	|1000           	|  247.21         	|  38.957         	|
training_step_and_backward         	|  0.18456        	|1000           	|  184.56         	|  29.084         	|
model_forward                      	|  0.09533        	|1000           	|  95.33          	|  15.022         	|
training_step                      	|  0.095151       	|1000           	|  95.151         	|  14.994         	|
backward                           	|  0.08786        	|1000           	|  87.86          	|  13.845         	|
get_train_batch                    	|  0.068429       	|1167           	|  79.857         	|  12.584         	|
fetch_next_train_batch             	|  0.068401       	|1167           	|  79.824         	|  12.579         	|
on_train_batch_end                 	|  0.0016128      	|1000           	|  1.6128         	|  0.25415        	|
zero_grad                          	|  0.0013403      	|1000           	|  1.3403         	|  0.21122        	|
training_batch_to_device           	|  0.00033118     	|1000           	|  0.33118        	|  0.052189       	|
on_train_end                       	|  0.19349        	|1              	|  0.19349        	|  0.03049        	|
on_train_batch_start               	|  9.4525e-05     	|1000           	|  0.094525       	|  0.014896       	|
on_train_epoch_start               	|  0.00032898     	|167            	|  0.05494        	|  0.0086576      	|
on_train_epoch_end                 	|  0.00030141     	|167            	|  0.050335       	|  0.0079319      	|
on_batch_start                     	|  2.6946e-05     	|1000           	|  0.026946       	|  0.0042463      	|
on_pretrain_routine_start          	|  0.022436       	|1              	|  0.022436       	|  0.0035356      	|
on_after_backward                  	|  1.8891e-05     	|1000           	|  0.018891       	|  0.002977       	|
on_before_zero_grad                	|  1.7008e-05     	|1000           	|  0.017008       	|  0.0026801      	|
on_batch_end                       	|  1.5065e-05     	|1000           	|  0.015065       	|  0.002374       	|
on_before_backward                 	|  1.1798e-05     	|1000           	|  0.011798       	|  0.0018592      	|
on_before_optimizer_step           	|  1.1687e-05     	|1000           	|  0.011687       	|  0.0018417      	|
configure_optimizers               	|  0.011681       	|1              	|  0.011681       	|  0.0018408      	|
training_step_end                  	|  7.0413e-06     	|1000           	|  0.0070413      	|  0.0011096      	|
on_epoch_end                       	|  1.0694e-05     	|167            	|  0.0017859      	|  0.00028143     	|
on_epoch_start                     	|  1.051e-05      	|167            	|  0.0017552      	|  0.00027659     	|
on_train_start                     	|  0.0017316      	|1              	|  0.0017316      	|  0.00027287     	|
on_fit_end                         	|  6.1454e-05     	|1              	|  6.1454e-05     	|  9.6842e-06     	|
on_fit_start                       	|  4.0701e-05     	|1              	|  4.0701e-05     	|  6.4138e-06     	|
on_before_accelerator_backend_setup	|  2.5073e-05     	|1              	|  2.5073e-05     	|  3.9511e-06     	|
setup                              	|  2.3125e-05     	|1              	|  2.3125e-05     	|  3.6441e-06     	|
on_configure_sharded_model         	|  2.0944e-05     	|1              	|  2.0944e-05     	|  3.3004e-06     	|
teardown                           	|  1.7317e-05     	|1              	|  1.7317e-05     	|  2.7289e-06     	|
on_pretrain_routine_end            	|  1.4324e-05     	|1              	|  1.4324e-05     	|  2.2572e-06     	|
configure_callbacks                	|  1.1967e-05     	|1              	|  1.1967e-05     	|  1.8859e-06     	|
prepare_data                       	|  8.0895e-06     	|1              	|  8.0895e-06     	|  1.2748e-06     	|
on_train_dataloader                	|  6.7279e-06     	|1              	|  6.7279e-06     	|  1.0602e-06     	|
on_val_dataloader                  	|  6.4839e-06     	|1              	|  6.4839e-06     	|  1.0218e-06     	|
configure_sharded_model            	|  6.1113e-06     	|1              	|  6.1113e-06     	|  9.6305e-07     	|
