FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1743.1         	|  100 %          	|
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run_training_epoch                 	|  3.4391         	|500            	|  1719.6         	|  98.649         	|
run_training_batch                 	|  0.20403        	|8000           	|  1632.2         	|  93.639         	|
training_step_and_backward         	|  0.19295        	|8000           	|  1543.6         	|  88.552         	|
model_forward                      	|  0.10697        	|8000           	|  855.73         	|  49.092         	|
training_step                      	|  0.10683        	|8000           	|  854.65         	|  49.03          	|
backward                           	|  0.085786       	|8000           	|  686.29         	|  39.371         	|
optimizer_step_with_closure_0      	|  0.25238        	|1000           	|  252.38         	|  14.479         	|
get_train_batch                    	|  0.0067828      	|8500           	|  57.654         	|  3.3075         	|
fetch_next_train_batch             	|  0.0067635      	|8500           	|  57.49          	|  3.2981         	|
on_train_batch_end                 	|  0.0011015      	|8000           	|  8.8123         	|  0.50555        	|
training_batch_to_device           	|  0.00023637     	|8000           	|  1.8909         	|  0.10848        	|
zero_grad                          	|  0.0014046      	|1000           	|  1.4046         	|  0.080581       	|
on_train_batch_start               	|  9.1333e-05     	|8000           	|  0.73067        	|  0.041917       	|
on_train_epoch_start               	|  0.00028844     	|500            	|  0.14422        	|  0.0082737      	|
on_batch_start                     	|  1.7719e-05     	|8000           	|  0.14175        	|  0.0081319      	|
on_train_epoch_end                 	|  0.00026053     	|500            	|  0.13026        	|  0.007473       	|
on_before_backward                 	|  1.2891e-05     	|8000           	|  0.10313        	|  0.0059161      	|
on_batch_end                       	|  1.2642e-05     	|8000           	|  0.10113        	|  0.0058018      	|
on_after_backward                  	|  1.1394e-05     	|8000           	|  0.091149       	|  0.005229       	|
training_step_end                  	|  5.8951e-06     	|8000           	|  0.047161       	|  0.0027055      	|
on_train_end                       	|  0.024484       	|1              	|  0.024484       	|  0.0014046      	|
on_pretrain_routine_start          	|  0.022713       	|1              	|  0.022713       	|  0.001303       	|
on_before_zero_grad                	|  2.0805e-05     	|1000           	|  0.020805       	|  0.0011936      	|
on_before_optimizer_step           	|  1.4047e-05     	|1000           	|  0.014047       	|  0.00080583     	|
configure_optimizers               	|  0.0081452      	|1              	|  0.0081452      	|  0.00046728     	|
on_epoch_start                     	|  1.0649e-05     	|500            	|  0.0053244      	|  0.00030545     	|
on_epoch_end                       	|  1.0405e-05     	|500            	|  0.0052024      	|  0.00029845     	|
on_train_start                     	|  0.00071956     	|1              	|  0.00071956     	|  4.128e-05      	|
on_fit_end                         	|  2.3073e-05     	|1              	|  2.3073e-05     	|  1.3236e-06     	|
on_before_accelerator_backend_setup	|  2.2361e-05     	|1              	|  2.2361e-05     	|  1.2828e-06     	|
setup                              	|  2.158e-05      	|1              	|  2.158e-05      	|  1.238e-06      	|
on_fit_start                       	|  1.7542e-05     	|1              	|  1.7542e-05     	|  1.0064e-06     	|
on_configure_sharded_model         	|  1.651e-05      	|1              	|  1.651e-05      	|  9.4715e-07     	|
teardown                           	|  9.7188e-06     	|1              	|  9.7188e-06     	|  5.5755e-07     	|
on_pretrain_routine_end            	|  9.5582e-06     	|1              	|  9.5582e-06     	|  5.4834e-07     	|
prepare_data                       	|  8.1449e-06     	|1              	|  8.1449e-06     	|  4.6726e-07     	|
configure_callbacks                	|  5.9209e-06     	|1              	|  5.9209e-06     	|  3.3967e-07     	|
on_val_dataloader                  	|  4.4892e-06     	|1              	|  4.4892e-06     	|  2.5754e-07     	|
configure_sharded_model            	|  4.4291e-06     	|1              	|  4.4291e-06     	|  2.5409e-07     	|
on_train_dataloader                	|  4.0371e-06     	|1              	|  4.0371e-06     	|  2.316e-07      	|
