FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  543.05         	|  100 %          	|
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run_training_epoch                 	|  1.0401         	|500            	|  520.06         	|  95.767         	|
run_training_batch                 	|  0.36885        	|1000           	|  368.85         	|  67.921         	|
optimizer_step_with_closure_0      	|  0.36614        	|1000           	|  366.14         	|  67.422         	|
training_step_and_backward         	|  0.27671        	|1000           	|  276.71         	|  50.955         	|
model_forward                      	|  0.16947        	|1000           	|  169.47         	|  31.207         	|
training_step                      	|  0.1693         	|1000           	|  169.3          	|  31.176         	|
backward                           	|  0.10585        	|1000           	|  105.85         	|  19.492         	|
get_train_batch                    	|  0.029001       	|1500           	|  43.502         	|  8.0106         	|
fetch_next_train_batch             	|  0.028968       	|1500           	|  43.452         	|  8.0015         	|
zero_grad                          	|  0.0013539      	|1000           	|  1.3539         	|  0.24932        	|
on_train_batch_end                 	|  0.0013315      	|1000           	|  1.3315         	|  0.24519        	|
training_batch_to_device           	|  0.00059549     	|1000           	|  0.59549        	|  0.10966        	|
on_train_epoch_start               	|  0.00027495     	|500            	|  0.13747        	|  0.025315       	|
on_train_epoch_end                 	|  0.00027442     	|500            	|  0.13721        	|  0.025266       	|
on_train_batch_start               	|  0.00010753     	|1000           	|  0.10753        	|  0.019801       	|
on_batch_start                     	|  3.3882e-05     	|1000           	|  0.033882       	|  0.0062393      	|
on_train_end                       	|  0.024081       	|1              	|  0.024081       	|  0.0044344      	|
on_pretrain_routine_start          	|  0.022818       	|1              	|  0.022818       	|  0.0042017      	|
on_before_zero_grad                	|  2.1151e-05     	|1000           	|  0.021151       	|  0.0038948      	|
on_batch_end                       	|  1.423e-05      	|1000           	|  0.01423        	|  0.0026204      	|
on_before_optimizer_step           	|  1.2955e-05     	|1000           	|  0.012955       	|  0.0023855      	|
on_after_backward                  	|  1.1497e-05     	|1000           	|  0.011497       	|  0.0021172      	|
on_before_backward                 	|  1.11e-05       	|1000           	|  0.0111         	|  0.002044       	|
configure_optimizers               	|  0.0082586      	|1              	|  0.0082586      	|  0.0015208      	|
training_step_end                  	|  7.7768e-06     	|1000           	|  0.0077768      	|  0.0014321      	|
on_epoch_end                       	|  1.0873e-05     	|500            	|  0.0054367      	|  0.0010011      	|
on_epoch_start                     	|  1.0717e-05     	|500            	|  0.0053584      	|  0.00098672     	|
on_train_start                     	|  0.00072581     	|1              	|  0.00072581     	|  0.00013365     	|
on_fit_end                         	|  2.5548e-05     	|1              	|  2.5548e-05     	|  4.7045e-06     	|
on_before_accelerator_backend_setup	|  1.9176e-05     	|1              	|  1.9176e-05     	|  3.5311e-06     	|
on_fit_start                       	|  1.571e-05      	|1              	|  1.571e-05      	|  2.8929e-06     	|
setup                              	|  1.4688e-05     	|1              	|  1.4688e-05     	|  2.7047e-06     	|
on_configure_sharded_model         	|  1.4597e-05     	|1              	|  1.4597e-05     	|  2.6879e-06     	|
teardown                           	|  1.1762e-05     	|1              	|  1.1762e-05     	|  2.1659e-06     	|
on_pretrain_routine_end            	|  1.0239e-05     	|1              	|  1.0239e-05     	|  1.8855e-06     	|
prepare_data                       	|  7.4741e-06     	|1              	|  7.4741e-06     	|  1.3763e-06     	|
configure_callbacks                	|  5.24e-06       	|1              	|  5.24e-06       	|  9.6491e-07     	|
configure_sharded_model            	|  4.719e-06      	|1              	|  4.719e-06      	|  8.6898e-07     	|
on_val_dataloader                  	|  4.338e-06      	|1              	|  4.338e-06      	|  7.9881e-07     	|
on_train_dataloader                	|  4.1181e-06     	|1              	|  4.1181e-06     	|  7.5832e-07     	|
