FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1689.0         	|  100 %          	|
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run_training_epoch                 	|  26.431         	|63             	|  1665.2         	|  98.586         	|
run_training_batch                 	|  0.20371        	|8000           	|  1629.7         	|  96.488         	|
training_step_and_backward         	|  0.19253        	|8000           	|  1540.2         	|  91.19          	|
model_forward                      	|  0.10737        	|8000           	|  858.97         	|  50.856         	|
training_step                      	|  0.10724        	|8000           	|  857.91         	|  50.793         	|
backward                           	|  0.08497        	|8000           	|  679.76         	|  40.246         	|
optimizer_step_with_closure_0      	|  0.25102        	|1000           	|  251.02         	|  14.862         	|
get_train_batch                    	|  0.0022956      	|8063           	|  18.51          	|  1.0959         	|
fetch_next_train_batch             	|  0.0022792      	|8063           	|  18.377         	|  1.088          	|
on_train_batch_end                 	|  0.0010833      	|8000           	|  8.6663         	|  0.51309        	|
training_batch_to_device           	|  0.00021409     	|8000           	|  1.7127         	|  0.1014         	|
zero_grad                          	|  0.0013539      	|1000           	|  1.3539         	|  0.080161       	|
on_train_batch_start               	|  8.9857e-05     	|8000           	|  0.71886        	|  0.04256        	|
on_batch_start                     	|  1.4793e-05     	|8000           	|  0.11835        	|  0.0070067      	|
on_batch_end                       	|  1.3512e-05     	|8000           	|  0.10809        	|  0.0063997      	|
on_before_backward                 	|  1.3405e-05     	|8000           	|  0.10724        	|  0.0063491      	|
on_after_backward                  	|  1.1606e-05     	|8000           	|  0.092846       	|  0.005497       	|
training_step_end                  	|  5.9106e-06     	|8000           	|  0.047285       	|  0.0027995      	|
on_train_end                       	|  0.025495       	|1              	|  0.025495       	|  0.0015095      	|
on_pretrain_routine_start          	|  0.022834       	|1              	|  0.022834       	|  0.0013519      	|
on_train_epoch_start               	|  0.00029733     	|63             	|  0.018732       	|  0.001109       	|
on_train_epoch_end                 	|  0.00029724     	|63             	|  0.018726       	|  0.0011087      	|
on_before_zero_grad                	|  1.5422e-05     	|1000           	|  0.015422       	|  0.00091305     	|
on_before_optimizer_step           	|  1.1817e-05     	|1000           	|  0.011817       	|  0.00069964     	|
configure_optimizers               	|  0.0082071      	|1              	|  0.0082071      	|  0.00048591     	|
on_train_start                     	|  0.00077637     	|1              	|  0.00077637     	|  4.5965e-05     	|
on_epoch_start                     	|  1.0677e-05     	|63             	|  0.00067264     	|  3.9824e-05     	|
on_epoch_end                       	|  1.0282e-05     	|63             	|  0.00064775     	|  3.835e-05      	|
setup                              	|  2.2623e-05     	|1              	|  2.2623e-05     	|  1.3394e-06     	|
on_fit_end                         	|  2.2261e-05     	|1              	|  2.2261e-05     	|  1.318e-06      	|
on_before_accelerator_backend_setup	|  2.176e-05      	|1              	|  2.176e-05      	|  1.2883e-06     	|
on_configure_sharded_model         	|  1.7052e-05     	|1              	|  1.7052e-05     	|  1.0096e-06     	|
on_fit_start                       	|  1.6701e-05     	|1              	|  1.6701e-05     	|  9.8879e-07     	|
teardown                           	|  1.0389e-05     	|1              	|  1.0389e-05     	|  6.1508e-07     	|
on_pretrain_routine_end            	|  1.0089e-05     	|1              	|  1.0089e-05     	|  5.9732e-07     	|
prepare_data                       	|  6.852e-06      	|1              	|  6.852e-06      	|  4.0567e-07     	|
configure_callbacks                	|  6.031e-06      	|1              	|  6.031e-06      	|  3.5707e-07     	|
on_val_dataloader                  	|  4.6981e-06     	|1              	|  4.6981e-06     	|  2.7815e-07     	|
configure_sharded_model            	|  4.5078e-06     	|1              	|  4.5078e-06     	|  2.6689e-07     	|
on_train_dataloader                	|  4.0771e-06     	|1              	|  4.0771e-06     	|  2.4139e-07     	|
