FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1751.1         	|  100 %          	|
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run_training_epoch                 	|  3.4554         	|500            	|  1727.7         	|  98.662         	|
run_training_batch                 	|  0.20506        	|8000           	|  1640.4         	|  93.679         	|
training_step_and_backward         	|  0.19389        	|8000           	|  1551.1         	|  88.578         	|
model_forward                      	|  0.10779        	|8000           	|  862.35         	|  49.245         	|
training_step                      	|  0.10766        	|8000           	|  861.25         	|  49.183         	|
backward                           	|  0.085906       	|8000           	|  687.25         	|  39.246         	|
optimizer_step_with_closure_0      	|  0.25328        	|1000           	|  253.28         	|  14.464         	|
get_train_batch                    	|  0.0067812      	|8500           	|  57.64          	|  3.2916         	|
fetch_next_train_batch             	|  0.0067619      	|8500           	|  57.476         	|  3.2822         	|
on_train_batch_end                 	|  0.0010998      	|8000           	|  8.798          	|  0.50242        	|
training_batch_to_device           	|  0.00023394     	|8000           	|  1.8715         	|  0.10687        	|
zero_grad                          	|  0.0013723      	|1000           	|  1.3723         	|  0.078366       	|
on_train_batch_start               	|  9.1353e-05     	|8000           	|  0.73083        	|  0.041735       	|
on_train_epoch_start               	|  0.00028475     	|500            	|  0.14237        	|  0.0081304      	|
on_batch_start                     	|  1.7542e-05     	|8000           	|  0.14033        	|  0.0080139      	|
on_train_epoch_end                 	|  0.00025846     	|500            	|  0.12923        	|  0.0073797      	|
on_before_backward                 	|  1.3386e-05     	|8000           	|  0.10709        	|  0.0061154      	|
on_batch_end                       	|  1.2767e-05     	|8000           	|  0.10214        	|  0.0058326      	|
on_after_backward                  	|  1.1956e-05     	|8000           	|  0.095644       	|  0.0054619      	|
training_step_end                  	|  6.3873e-06     	|8000           	|  0.051098       	|  0.002918       	|
on_train_end                       	|  0.024965       	|1              	|  0.024965       	|  0.0014257      	|
on_pretrain_routine_start          	|  0.022583       	|1              	|  0.022583       	|  0.0012896      	|
on_before_zero_grad                	|  2.0856e-05     	|1000           	|  0.020856       	|  0.001191       	|
on_before_optimizer_step           	|  1.6317e-05     	|1000           	|  0.016317       	|  0.00093181     	|
configure_optimizers               	|  0.0081512      	|1              	|  0.0081512      	|  0.00046548     	|
on_epoch_start                     	|  1.0697e-05     	|500            	|  0.0053487      	|  0.00030544     	|
on_epoch_end                       	|  1.0164e-05     	|500            	|  0.0050822      	|  0.00029023     	|
on_train_start                     	|  0.00071352     	|1              	|  0.00071352     	|  4.0746e-05     	|
on_fit_end                         	|  2.5578e-05     	|1              	|  2.5578e-05     	|  1.4607e-06     	|
setup                              	|  2.155e-05      	|1              	|  2.155e-05      	|  1.2306e-06     	|
on_before_accelerator_backend_setup	|  2.0548e-05     	|1              	|  2.0548e-05     	|  1.1734e-06     	|
on_fit_start                       	|  1.7102e-05     	|1              	|  1.7102e-05     	|  9.7663e-07     	|
on_configure_sharded_model         	|  1.6862e-05     	|1              	|  1.6862e-05     	|  9.6293e-07     	|
teardown                           	|  1.12e-05       	|1              	|  1.12e-05       	|  6.3959e-07     	|
on_pretrain_routine_end            	|  9.598e-06      	|1              	|  9.598e-06      	|  5.481e-07      	|
prepare_data                       	|  7.6541e-06     	|1              	|  7.6541e-06     	|  4.3709e-07     	|
configure_callbacks                	|  6.011e-06      	|1              	|  6.011e-06      	|  3.4326e-07     	|
configure_sharded_model            	|  5.099e-06      	|1              	|  5.099e-06      	|  2.9118e-07     	|
on_val_dataloader                  	|  4.448e-06      	|1              	|  4.448e-06      	|  2.5401e-07     	|
on_train_dataloader                	|  4.1078e-06     	|1              	|  4.1078e-06     	|  2.3458e-07     	|
