FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1555.5         	|  100 %          	|
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run_training_epoch                 	|  9.1741         	|167            	|  1532.1         	|  98.494         	|
run_training_batch                 	|  0.18545        	|8000           	|  1483.6         	|  95.377         	|
training_step_and_backward         	|  0.17536        	|8000           	|  1402.9         	|  90.188         	|
model_forward                      	|  0.094152       	|8000           	|  753.22         	|  48.423         	|
training_step                      	|  0.094018       	|8000           	|  752.14         	|  48.354         	|
backward                           	|  0.081025       	|8000           	|  648.2          	|  41.671         	|
optimizer_step_with_closure_0      	|  0.23305        	|1000           	|  233.05         	|  14.982         	|
get_train_batch                    	|  0.0035002      	|8167           	|  28.586         	|  1.8377         	|
fetch_next_train_batch             	|  0.0034828      	|8167           	|  28.444         	|  1.8286         	|
on_train_batch_end                 	|  0.001093       	|8000           	|  8.7443         	|  0.56216        	|
training_batch_to_device           	|  0.00021996     	|8000           	|  1.7597         	|  0.11313        	|
zero_grad                          	|  0.0013086      	|1000           	|  1.3086         	|  0.084126       	|
on_train_batch_start               	|  9.1317e-05     	|8000           	|  0.73054        	|  0.046965       	|
on_batch_start                     	|  1.5201e-05     	|8000           	|  0.1216         	|  0.0078177      	|
on_batch_end                       	|  1.3419e-05     	|8000           	|  0.10735        	|  0.0069015      	|
on_after_backward                  	|  1.3066e-05     	|8000           	|  0.10453        	|  0.0067201      	|
on_before_backward                 	|  1.29e-05       	|8000           	|  0.1032         	|  0.0066343      	|
on_train_epoch_start               	|  0.00028279     	|167            	|  0.047226       	|  0.0030361      	|
training_step_end                  	|  5.7997e-06     	|8000           	|  0.046398       	|  0.0029828      	|
on_train_epoch_end                 	|  0.00027018     	|167            	|  0.045121       	|  0.0029007      	|
on_train_end                       	|  0.024293       	|1              	|  0.024293       	|  0.0015618      	|
on_pretrain_routine_start          	|  0.022952       	|1              	|  0.022952       	|  0.0014755      	|
on_before_zero_grad                	|  1.5865e-05     	|1000           	|  0.015865       	|  0.0010199      	|
on_before_optimizer_step           	|  1.2253e-05     	|1000           	|  0.012253       	|  0.00078774     	|
configure_optimizers               	|  0.0086129      	|1              	|  0.0086129      	|  0.0005537      	|
on_epoch_start                     	|  1.0587e-05     	|167            	|  0.001768       	|  0.00011366     	|
on_epoch_end                       	|  1.0152e-05     	|167            	|  0.0016953      	|  0.00010899     	|
on_train_start                     	|  0.00071352     	|1              	|  0.00071352     	|  4.587e-05      	|
on_fit_end                         	|  2.3945e-05     	|1              	|  2.3945e-05     	|  1.5394e-06     	|
on_before_accelerator_backend_setup	|  1.9406e-05     	|1              	|  1.9406e-05     	|  1.2476e-06     	|
on_fit_start                       	|  1.6971e-05     	|1              	|  1.6971e-05     	|  1.091e-06      	|
on_configure_sharded_model         	|  1.4027e-05     	|1              	|  1.4027e-05     	|  9.0176e-07     	|
setup                              	|  1.3856e-05     	|1              	|  1.3856e-05     	|  8.9077e-07     	|
teardown                           	|  1.047e-05      	|1              	|  1.047e-05      	|  6.731e-07      	|
on_pretrain_routine_end            	|  9.8089e-06     	|1              	|  9.8089e-06     	|  6.3059e-07     	|
configure_callbacks                	|  8.8469e-06     	|1              	|  8.8469e-06     	|  5.6875e-07     	|
prepare_data                       	|  7.9249e-06     	|1              	|  7.9249e-06     	|  5.0947e-07     	|
configure_sharded_model            	|  5.069e-06      	|1              	|  5.069e-06      	|  3.2587e-07     	|
on_val_dataloader                  	|  4.699e-06      	|1              	|  4.699e-06      	|  3.0209e-07     	|
on_train_dataloader                	|  4.3081e-06     	|1              	|  4.3081e-06     	|  2.7696e-07     	|
