FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  515.29         	|  100 %          	|
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run_training_epoch                 	|  0.98325        	|500            	|  491.62         	|  95.407         	|
run_training_batch                 	|  0.33739        	|1000           	|  337.39         	|  65.475         	|
optimizer_step_with_closure_0      	|  0.33473        	|1000           	|  334.73         	|  64.96          	|
training_step_and_backward         	|  0.25042        	|1000           	|  250.42         	|  48.599         	|
model_forward                      	|  0.15552        	|1000           	|  155.52         	|  30.182         	|
training_step                      	|  0.15536        	|1000           	|  155.36         	|  30.149         	|
backward                           	|  0.093503       	|1000           	|  93.503         	|  18.146         	|
get_train_batch                    	|  0.03075        	|1500           	|  46.125         	|  8.9513         	|
fetch_next_train_batch             	|  0.030718       	|1500           	|  46.078         	|  8.9421         	|
zero_grad                          	|  0.0013663      	|1000           	|  1.3663         	|  0.26515        	|
on_train_batch_end                 	|  0.0013446      	|1000           	|  1.3446         	|  0.26095        	|
training_batch_to_device           	|  0.00059016     	|1000           	|  0.59016        	|  0.11453        	|
on_train_epoch_start               	|  0.00027938     	|500            	|  0.13969        	|  0.027109       	|
on_train_epoch_end                 	|  0.00026921     	|500            	|  0.13461        	|  0.026123       	|
on_train_batch_start               	|  0.00010645     	|1000           	|  0.10645        	|  0.020659       	|
on_batch_start                     	|  3.4159e-05     	|1000           	|  0.034159       	|  0.006629       	|
on_train_end                       	|  0.023059       	|1              	|  0.023059       	|  0.004475       	|
on_before_zero_grad                	|  2.266e-05      	|1000           	|  0.02266        	|  0.0043976      	|
on_pretrain_routine_start          	|  0.022563       	|1              	|  0.022563       	|  0.0043786      	|
on_batch_end                       	|  1.405e-05      	|1000           	|  0.01405        	|  0.0027267      	|
on_after_backward                  	|  1.2568e-05     	|1000           	|  0.012568       	|  0.002439       	|
on_before_backward                 	|  1.2451e-05     	|1000           	|  0.012451       	|  0.0024162      	|
on_before_optimizer_step           	|  1.2377e-05     	|1000           	|  0.012377       	|  0.002402       	|
configure_optimizers               	|  0.0081068      	|1              	|  0.0081068      	|  0.0015732      	|
training_step_end                  	|  8.0338e-06     	|1000           	|  0.0080338      	|  0.0015591      	|
on_epoch_start                     	|  1.0749e-05     	|500            	|  0.0053745      	|  0.001043       	|
on_epoch_end                       	|  1.0697e-05     	|500            	|  0.0053485      	|  0.001038       	|
on_train_start                     	|  0.00071371     	|1              	|  0.00071371     	|  0.00013851     	|
on_before_accelerator_backend_setup	|  2.1801e-05     	|1              	|  2.1801e-05     	|  4.2308e-06     	|
on_fit_end                         	|  2.154e-05      	|1              	|  2.154e-05      	|  4.1802e-06     	|
on_fit_start                       	|  1.5519e-05     	|1              	|  1.5519e-05     	|  3.0117e-06     	|
on_configure_sharded_model         	|  1.3536e-05     	|1              	|  1.3536e-05     	|  2.6269e-06     	|
setup                              	|  1.3305e-05     	|1              	|  1.3305e-05     	|  2.582e-06      	|
teardown                           	|  1.1351e-05     	|1              	|  1.1351e-05     	|  2.2028e-06     	|
on_pretrain_routine_end            	|  1.0049e-05     	|1              	|  1.0049e-05     	|  1.9502e-06     	|
prepare_data                       	|  7.815e-06      	|1              	|  7.815e-06      	|  1.5166e-06     	|
configure_callbacks                	|  5.329e-06      	|1              	|  5.329e-06      	|  1.0342e-06     	|
on_val_dataloader                  	|  4.649e-06      	|1              	|  4.649e-06      	|  9.0222e-07     	|
configure_sharded_model            	|  4.248e-06      	|1              	|  4.248e-06      	|  8.2439e-07     	|
on_train_dataloader                	|  4.168e-06      	|1              	|  4.168e-06      	|  8.0887e-07     	|
