FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  572.73         	|  100 %          	|
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run_training_epoch                 	|  1.0952         	|500            	|  547.61         	|  95.614         	|
run_training_batch                 	|  0.35723        	|1000           	|  357.23         	|  62.372         	|
optimizer_step_with_closure_0      	|  0.35428        	|1000           	|  354.28         	|  61.858         	|
training_step_and_backward         	|  0.26397        	|1000           	|  263.97         	|  46.091         	|
model_forward                      	|  0.15866        	|1000           	|  158.66         	|  27.702         	|
training_step                      	|  0.15846        	|1000           	|  158.46         	|  27.667         	|
backward                           	|  0.10371        	|1000           	|  103.71         	|  18.108         	|
get_train_batch                    	|  0.042855       	|1500           	|  64.282         	|  11.224         	|
fetch_next_train_batch             	|  0.042821       	|1500           	|  64.232         	|  11.215         	|
zero_grad                          	|  0.0015756      	|1000           	|  1.5756         	|  0.2751         	|
on_train_batch_end                 	|  0.0015418      	|1000           	|  1.5418         	|  0.2692         	|
training_batch_to_device           	|  0.00062828     	|1000           	|  0.62828        	|  0.1097         	|
on_train_epoch_start               	|  0.00033808     	|500            	|  0.16904        	|  0.029515       	|
on_train_epoch_end                 	|  0.00029344     	|500            	|  0.14672        	|  0.025617       	|
on_train_batch_start               	|  0.00011677     	|1000           	|  0.11677        	|  0.020389       	|
on_pretrain_routine_start          	|  0.081663       	|1              	|  0.081663       	|  0.014259       	|
on_batch_start                     	|  3.754e-05      	|1000           	|  0.03754        	|  0.0065545      	|
on_train_end                       	|  0.023536       	|1              	|  0.023536       	|  0.0041094      	|
on_before_zero_grad                	|  2.2494e-05     	|1000           	|  0.022494       	|  0.0039275      	|
configure_optimizers               	|  0.019149       	|1              	|  0.019149       	|  0.0033435      	|
on_before_optimizer_step           	|  1.6632e-05     	|1000           	|  0.016632       	|  0.0029039      	|
on_after_backward                  	|  1.6255e-05     	|1000           	|  0.016255       	|  0.0028382      	|
on_batch_end                       	|  1.5216e-05     	|1000           	|  0.015216       	|  0.0026568      	|
on_before_backward                 	|  1.304e-05      	|1000           	|  0.01304        	|  0.0022768      	|
on_train_start                     	|  0.011225       	|1              	|  0.011225       	|  0.00196        	|
training_step_end                  	|  7.9241e-06     	|1000           	|  0.0079241      	|  0.0013836      	|
on_epoch_end                       	|  1.3213e-05     	|500            	|  0.0066066      	|  0.0011535      	|
on_epoch_start                     	|  1.1973e-05     	|500            	|  0.0059863      	|  0.0010452      	|
on_pretrain_routine_end            	|  3.3002e-05     	|1              	|  3.3002e-05     	|  5.7622e-06     	|
setup                              	|  2.8804e-05     	|1              	|  2.8804e-05     	|  5.0293e-06     	|
on_fit_start                       	|  2.4235e-05     	|1              	|  2.4235e-05     	|  4.2315e-06     	|
on_before_accelerator_backend_setup	|  2.3905e-05     	|1              	|  2.3905e-05     	|  4.1739e-06     	|
on_configure_sharded_model         	|  2.3184e-05     	|1              	|  2.3184e-05     	|  4.048e-06      	|
on_fit_end                         	|  2.0839e-05     	|1              	|  2.0839e-05     	|  3.6386e-06     	|
teardown                           	|  1.1041e-05     	|1              	|  1.1041e-05     	|  1.9278e-06     	|
prepare_data                       	|  8.006e-06      	|1              	|  8.006e-06      	|  1.3979e-06     	|
on_train_dataloader                	|  6.563e-06      	|1              	|  6.563e-06      	|  1.1459e-06     	|
on_val_dataloader                  	|  6.041e-06      	|1              	|  6.041e-06      	|  1.0548e-06     	|
configure_sharded_model            	|  5.951e-06      	|1              	|  5.951e-06      	|  1.0391e-06     	|
configure_callbacks                	|  4.799e-06      	|1              	|  4.799e-06      	|  8.3792e-07     	|
