FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1549.6         	|  100 %          	|
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run_training_epoch                 	|  72.679         	|21             	|  1526.3         	|  98.494         	|
run_training_batch                 	|  0.187          	|8000           	|  1496.0         	|  96.543         	|
training_step_and_backward         	|  0.17677        	|8000           	|  1414.1         	|  91.259         	|
model_forward                      	|  0.094134       	|8000           	|  753.07         	|  48.598         	|
training_step                      	|  0.094003       	|8000           	|  752.02         	|  48.53          	|
backward                           	|  0.082453       	|8000           	|  659.62         	|  42.568         	|
optimizer_step_with_closure_0      	|  0.23651        	|1000           	|  236.51         	|  15.262         	|
get_train_batch                    	|  0.0018487      	|8021           	|  14.829         	|  0.95693        	|
fetch_next_train_batch             	|  0.0018327      	|8021           	|  14.7           	|  0.94865        	|
on_train_batch_end                 	|  0.0010651      	|8000           	|  8.5208         	|  0.54987        	|
training_batch_to_device           	|  0.00021141     	|8000           	|  1.6913         	|  0.10914        	|
zero_grad                          	|  0.0013018      	|1000           	|  1.3018         	|  0.084008       	|
on_train_batch_start               	|  8.9815e-05     	|8000           	|  0.71852        	|  0.046368       	|
on_batch_start                     	|  1.427e-05      	|8000           	|  0.11416        	|  0.0073672      	|
on_before_backward                 	|  1.3389e-05     	|8000           	|  0.10711        	|  0.0069122      	|
on_batch_end                       	|  1.3302e-05     	|8000           	|  0.10642        	|  0.0068673      	|
on_after_backward                  	|  1.1751e-05     	|8000           	|  0.094005       	|  0.0060664      	|
training_step_end                  	|  5.9976e-06     	|8000           	|  0.047981       	|  0.0030963      	|
on_train_end                       	|  0.025883       	|1              	|  0.025883       	|  0.0016703      	|
on_pretrain_routine_start          	|  0.022844       	|1              	|  0.022844       	|  0.0014742      	|
on_before_zero_grad                	|  1.3943e-05     	|1000           	|  0.013943       	|  0.00089975     	|
on_before_optimizer_step           	|  1.184e-05      	|1000           	|  0.01184        	|  0.00076404     	|
configure_optimizers               	|  0.0087994      	|1              	|  0.0087994      	|  0.00056785     	|
on_train_epoch_start               	|  0.00029829     	|21             	|  0.0062642      	|  0.00040425     	|
on_train_epoch_end                 	|  0.00027794     	|21             	|  0.0058368      	|  0.00037667     	|
on_train_start                     	|  0.00069415     	|1              	|  0.00069415     	|  4.4795e-05     	|
on_epoch_start                     	|  1.0776e-05     	|21             	|  0.00022629     	|  1.4603e-05     	|
on_epoch_end                       	|  1.0232e-05     	|21             	|  0.00021487     	|  1.3866e-05     	|
on_fit_end                         	|  2.1371e-05     	|1              	|  2.1371e-05     	|  1.3791e-06     	|
on_before_accelerator_backend_setup	|  2.0167e-05     	|1              	|  2.0167e-05     	|  1.3014e-06     	|
on_fit_start                       	|  1.7373e-05     	|1              	|  1.7373e-05     	|  1.1211e-06     	|
setup                              	|  1.4047e-05     	|1              	|  1.4047e-05     	|  9.065e-07      	|
on_configure_sharded_model         	|  1.3856e-05     	|1              	|  1.3856e-05     	|  8.9417e-07     	|
on_pretrain_routine_end            	|  1.0469e-05     	|1              	|  1.0469e-05     	|  6.7559e-07     	|
teardown                           	|  1.0229e-05     	|1              	|  1.0229e-05     	|  6.601e-07      	|
prepare_data                       	|  7.9351e-06     	|1              	|  7.9351e-06     	|  5.1208e-07     	|
configure_callbacks                	|  7.0229e-06     	|1              	|  7.0229e-06     	|  4.5321e-07     	|
configure_sharded_model            	|  4.5381e-06     	|1              	|  4.5381e-06     	|  2.9286e-07     	|
on_val_dataloader                  	|  4.5081e-06     	|1              	|  4.5081e-06     	|  2.9092e-07     	|
on_train_dataloader                	|  3.9779e-06     	|1              	|  3.9779e-06     	|  2.5671e-07     	|
