FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
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Total                              	|  -              	|_              	|  486.82         	|  100 %          	|
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run_training_epoch                 	|  0.92798        	|500            	|  463.99         	|  95.311         	|
run_training_batch                 	|  0.31403        	|1000           	|  314.03         	|  64.506         	|
optimizer_step_with_closure_0      	|  0.31137        	|1000           	|  311.37         	|  63.961         	|
training_step_and_backward         	|  0.23392        	|1000           	|  233.92         	|  48.051         	|
model_forward                      	|  0.14418        	|1000           	|  144.18         	|  29.616         	|
training_step                      	|  0.14401        	|1000           	|  144.01         	|  29.582         	|
backward                           	|  0.088318       	|1000           	|  88.318         	|  18.142         	|
get_train_batch                    	|  0.028646       	|1500           	|  42.969         	|  8.8265         	|
fetch_next_train_batch             	|  0.028614       	|1500           	|  42.921         	|  8.8167         	|
zero_grad                          	|  0.0013964      	|1000           	|  1.3964         	|  0.28683        	|
on_train_batch_end                 	|  0.0013096      	|1000           	|  1.3096         	|  0.26901        	|
training_batch_to_device           	|  0.00059346     	|1000           	|  0.59346        	|  0.12191        	|
on_train_epoch_start               	|  0.00028155     	|500            	|  0.14077        	|  0.028917       	|
on_train_epoch_end                 	|  0.00027391     	|500            	|  0.13696        	|  0.028133       	|
on_train_batch_start               	|  0.00010699     	|1000           	|  0.10699        	|  0.021978       	|
on_batch_start                     	|  3.3912e-05     	|1000           	|  0.033912       	|  0.0069661      	|
on_train_end                       	|  0.024375       	|1              	|  0.024375       	|  0.0050071      	|
on_pretrain_routine_start          	|  0.022967       	|1              	|  0.022967       	|  0.0047177      	|
on_before_zero_grad                	|  2.1315e-05     	|1000           	|  0.021315       	|  0.0043783      	|
on_batch_end                       	|  1.4082e-05     	|1000           	|  0.014082       	|  0.0028926      	|
on_before_optimizer_step           	|  1.26e-05       	|1000           	|  0.0126         	|  0.0025881      	|
on_after_backward                  	|  1.195e-05      	|1000           	|  0.01195        	|  0.0024547      	|
on_before_backward                 	|  1.119e-05      	|1000           	|  0.01119        	|  0.0022987      	|
configure_optimizers               	|  0.0089513      	|1              	|  0.0089513      	|  0.0018387      	|
training_step_end                  	|  8.2917e-06     	|1000           	|  0.0082917      	|  0.0017033      	|
on_epoch_start                     	|  1.0984e-05     	|500            	|  0.005492       	|  0.0011281      	|
on_epoch_end                       	|  1.0911e-05     	|500            	|  0.0054553      	|  0.0011206      	|
on_train_start                     	|  0.00073806     	|1              	|  0.00073806     	|  0.00015161     	|
on_fit_end                         	|  2.2402e-05     	|1              	|  2.2402e-05     	|  4.6017e-06     	|
on_before_accelerator_backend_setup	|  2.1139e-05     	|1              	|  2.1139e-05     	|  4.3423e-06     	|
on_fit_start                       	|  1.7834e-05     	|1              	|  1.7834e-05     	|  3.6634e-06     	|
setup                              	|  1.6371e-05     	|1              	|  1.6371e-05     	|  3.3629e-06     	|
on_configure_sharded_model         	|  1.4998e-05     	|1              	|  1.4998e-05     	|  3.0808e-06     	|
teardown                           	|  1.1742e-05     	|1              	|  1.1742e-05     	|  2.412e-06      	|
on_pretrain_routine_end            	|  1.0179e-05     	|1              	|  1.0179e-05     	|  2.0909e-06     	|
prepare_data                       	|  8.6171e-06     	|1              	|  8.6171e-06     	|  1.7701e-06     	|
configure_callbacks                	|  5.1501e-06     	|1              	|  5.1501e-06     	|  1.0579e-06     	|
configure_sharded_model            	|  4.7891e-06     	|1              	|  4.7891e-06     	|  9.8375e-07     	|
on_val_dataloader                  	|  4.649e-06      	|1              	|  4.649e-06      	|  9.5499e-07     	|
on_train_dataloader                	|  4.4181e-06     	|1              	|  4.4181e-06     	|  9.0754e-07     	|
