FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  454.45         	|  100 %          	|
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run_training_epoch                 	|  2.1374         	|200            	|  427.48         	|  94.065         	|
run_training_batch                 	|  0.35652        	|1000           	|  356.52         	|  78.452         	|
optimizer_step_with_closure_0      	|  0.35385        	|1000           	|  353.85         	|  77.864         	|
training_step_and_backward         	|  0.27677        	|1000           	|  276.77         	|  60.902         	|
model_forward                      	|  0.16344        	|1000           	|  163.44         	|  35.964         	|
training_step                      	|  0.16329        	|1000           	|  163.29         	|  35.931         	|
backward                           	|  0.112          	|1000           	|  112.0          	|  24.646         	|
get_train_batch                    	|  0.016544       	|1200           	|  19.853         	|  4.3685         	|
fetch_next_train_batch             	|  0.016518       	|1200           	|  19.821         	|  4.3616         	|
zero_grad                          	|  0.0013052      	|1000           	|  1.3052         	|  0.2872         	|
on_train_batch_end                 	|  0.0012584      	|1000           	|  1.2584         	|  0.27691        	|
training_batch_to_device           	|  0.00034426     	|1000           	|  0.34426        	|  0.075753       	|
on_train_batch_start               	|  9.7986e-05     	|1000           	|  0.097986       	|  0.021561       	|
on_train_epoch_start               	|  0.00027145     	|200            	|  0.05429        	|  0.011946       	|
on_train_epoch_end                 	|  0.00024912     	|200            	|  0.049824       	|  0.010964       	|
on_pretrain_routine_start          	|  0.029723       	|1              	|  0.029723       	|  0.0065403      	|
on_train_end                       	|  0.024371       	|1              	|  0.024371       	|  0.0053627      	|
on_batch_start                     	|  2.338e-05      	|1000           	|  0.02338        	|  0.0051446      	|
on_before_zero_grad                	|  1.6401e-05     	|1000           	|  0.016401       	|  0.0036089      	|
on_batch_end                       	|  1.4485e-05     	|1000           	|  0.014485       	|  0.0031874      	|
on_before_backward                 	|  1.1382e-05     	|1000           	|  0.011382       	|  0.0025045      	|
on_after_backward                  	|  1.1051e-05     	|1000           	|  0.011051       	|  0.0024318      	|
on_before_optimizer_step           	|  1.0919e-05     	|1000           	|  0.010919       	|  0.0024026      	|
configure_optimizers               	|  0.0090769      	|1              	|  0.0090769      	|  0.0019973      	|
training_step_end                  	|  6.5725e-06     	|1000           	|  0.0065725      	|  0.0014463      	|
on_epoch_start                     	|  1.0658e-05     	|200            	|  0.0021316      	|  0.00046905     	|
on_epoch_end                       	|  1.0452e-05     	|200            	|  0.0020904      	|  0.00045997     	|
on_train_start                     	|  0.00078657     	|1              	|  0.00078657     	|  0.00017308     	|
on_fit_end                         	|  2.2252e-05     	|1              	|  2.2252e-05     	|  4.8965e-06     	|
on_before_accelerator_backend_setup	|  2.15e-05       	|1              	|  2.15e-05       	|  4.731e-06      	|
on_fit_start                       	|  1.7203e-05     	|1              	|  1.7203e-05     	|  3.7854e-06     	|
setup                              	|  1.4507e-05     	|1              	|  1.4507e-05     	|  3.1922e-06     	|
on_configure_sharded_model         	|  1.3966e-05     	|1              	|  1.3966e-05     	|  3.0732e-06     	|
on_pretrain_routine_end            	|  1.1662e-05     	|1              	|  1.1662e-05     	|  2.5662e-06     	|
teardown                           	|  1.048e-05      	|1              	|  1.048e-05      	|  2.3061e-06     	|
prepare_data                       	|  7.474e-06      	|1              	|  7.474e-06      	|  1.6446e-06     	|
configure_callbacks                	|  6.803e-06      	|1              	|  6.803e-06      	|  1.497e-06      	|
on_val_dataloader                  	|  5.28e-06       	|1              	|  5.28e-06       	|  1.1618e-06     	|
configure_sharded_model            	|  5.1791e-06     	|1              	|  5.1791e-06     	|  1.1396e-06     	|
on_train_dataloader                	|  4.5891e-06     	|1              	|  4.5891e-06     	|  1.0098e-06     	|
