FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  536.48         	|  100 %          	|
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run_training_epoch                 	|  1.0242         	|500            	|  512.08         	|  95.452         	|
run_training_batch                 	|  0.33894        	|1000           	|  338.94         	|  63.177         	|
optimizer_step_with_closure_0      	|  0.33623        	|1000           	|  336.23         	|  62.672         	|
training_step_and_backward         	|  0.25233        	|1000           	|  252.33         	|  47.035         	|
model_forward                      	|  0.15735        	|1000           	|  157.35         	|  29.331         	|
training_step                      	|  0.15719        	|1000           	|  157.19         	|  29.299         	|
backward                           	|  0.093574       	|1000           	|  93.574         	|  17.442         	|
get_train_batch                    	|  0.031152       	|1500           	|  46.728         	|  8.71           	|
fetch_next_train_batch             	|  0.031118       	|1500           	|  46.677         	|  8.7006         	|
zero_grad                          	|  0.0013727      	|1000           	|  1.3727         	|  0.25588        	|
on_train_batch_end                 	|  0.0013711      	|1000           	|  1.3711         	|  0.25558        	|
training_batch_to_device           	|  0.00060919     	|1000           	|  0.60919        	|  0.11355        	|
on_train_epoch_start               	|  0.0002794      	|500            	|  0.1397         	|  0.02604        	|
on_train_epoch_end                 	|  0.00027583     	|500            	|  0.13791        	|  0.025707       	|
on_train_batch_start               	|  0.00010734     	|1000           	|  0.10734        	|  0.020008       	|
on_batch_start                     	|  3.7811e-05     	|1000           	|  0.037811       	|  0.007048       	|
on_train_end                       	|  0.023621       	|1              	|  0.023621       	|  0.0044029      	|
on_pretrain_routine_start          	|  0.022845       	|1              	|  0.022845       	|  0.0042583      	|
on_before_zero_grad                	|  2.1567e-05     	|1000           	|  0.021567       	|  0.0040201      	|
on_batch_end                       	|  1.5435e-05     	|1000           	|  0.015435       	|  0.002877       	|
on_before_optimizer_step           	|  1.2748e-05     	|1000           	|  0.012748       	|  0.0023763      	|
on_before_backward                 	|  1.2299e-05     	|1000           	|  0.012299       	|  0.0022925      	|
on_after_backward                  	|  1.2199e-05     	|1000           	|  0.012199       	|  0.0022738      	|
configure_optimizers               	|  0.0082402      	|1              	|  0.0082402      	|  0.001536       	|
training_step_end                  	|  7.5979e-06     	|1000           	|  0.0075979      	|  0.0014162      	|
on_epoch_start                     	|  1.0831e-05     	|500            	|  0.0054153      	|  0.0010094      	|
on_epoch_end                       	|  1.0676e-05     	|500            	|  0.0053382      	|  0.00099504     	|
on_train_start                     	|  0.00070156     	|1              	|  0.00070156     	|  0.00013077     	|
on_before_accelerator_backend_setup	|  2.1691e-05     	|1              	|  2.1691e-05     	|  4.0432e-06     	|
on_fit_end                         	|  2.0949e-05     	|1              	|  2.0949e-05     	|  3.9049e-06     	|
setup                              	|  1.6491e-05     	|1              	|  1.6491e-05     	|  3.0739e-06     	|
on_fit_start                       	|  1.64e-05       	|1              	|  1.64e-05       	|  3.0569e-06     	|
on_configure_sharded_model         	|  1.4216e-05     	|1              	|  1.4216e-05     	|  2.6498e-06     	|
on_pretrain_routine_end            	|  1.1371e-05     	|1              	|  1.1371e-05     	|  2.1195e-06     	|
teardown                           	|  1.0971e-05     	|1              	|  1.0971e-05     	|  2.045e-06      	|
prepare_data                       	|  7.8341e-06     	|1              	|  7.8341e-06     	|  1.4603e-06     	|
configure_callbacks                	|  6.231e-06      	|1              	|  6.231e-06      	|  1.1615e-06     	|
configure_sharded_model            	|  4.6891e-06     	|1              	|  4.6891e-06     	|  8.7404e-07     	|
on_val_dataloader                  	|  4.358e-06      	|1              	|  4.358e-06      	|  8.1233e-07     	|
on_train_dataloader                	|  4.2079e-06     	|1              	|  4.2079e-06     	|  7.8436e-07     	|
