FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1748.9         	|  100 %          	|
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run_training_epoch                 	|  3.4507         	|500            	|  1725.4         	|  98.656         	|
run_training_batch                 	|  0.20471        	|8000           	|  1637.7         	|  93.643         	|
training_step_and_backward         	|  0.19308        	|8000           	|  1544.6         	|  88.321         	|
model_forward                      	|  0.10912        	|8000           	|  872.97         	|  49.916         	|
training_step                      	|  0.10898        	|8000           	|  871.88         	|  49.854         	|
backward                           	|  0.083763       	|8000           	|  670.11         	|  38.317         	|
optimizer_step_with_closure_0      	|  0.25154        	|1000           	|  251.54         	|  14.383         	|
get_train_batch                    	|  0.006802       	|8500           	|  57.817         	|  3.306          	|
fetch_next_train_batch             	|  0.0067826      	|8500           	|  57.652         	|  3.2966         	|
on_train_batch_end                 	|  0.0011024      	|8000           	|  8.8195         	|  0.5043         	|
training_batch_to_device           	|  0.00023319     	|8000           	|  1.8655         	|  0.10667        	|
zero_grad                          	|  0.001392       	|1000           	|  1.392          	|  0.079597       	|
on_train_batch_start               	|  9.2465e-05     	|8000           	|  0.73972        	|  0.042297       	|
on_train_epoch_start               	|  0.00028379     	|500            	|  0.14189        	|  0.0081135      	|
on_batch_start                     	|  1.7095e-05     	|8000           	|  0.13676        	|  0.0078197      	|
on_train_epoch_end                 	|  0.00025621     	|500            	|  0.12811        	|  0.0073252      	|
on_batch_end                       	|  1.3597e-05     	|8000           	|  0.10878        	|  0.0062199      	|
on_before_backward                 	|  1.3007e-05     	|8000           	|  0.10406        	|  0.0059501      	|
on_after_backward                  	|  1.1541e-05     	|8000           	|  0.092325       	|  0.0052791      	|
training_step_end                  	|  6.1016e-06     	|8000           	|  0.048813       	|  0.0027911      	|
on_train_end                       	|  0.024335       	|1              	|  0.024335       	|  0.0013915      	|
on_pretrain_routine_start          	|  0.023159       	|1              	|  0.023159       	|  0.0013243      	|
on_before_zero_grad                	|  2.0882e-05     	|1000           	|  0.020882       	|  0.001194       	|
on_before_optimizer_step           	|  1.631e-05      	|1000           	|  0.01631        	|  0.00093262     	|
configure_optimizers               	|  0.0082268      	|1              	|  0.0082268      	|  0.00047041     	|
on_epoch_start                     	|  1.1024e-05     	|500            	|  0.0055118      	|  0.00031516     	|
on_epoch_end                       	|  1.021e-05      	|500            	|  0.0051052      	|  0.00029191     	|
on_train_start                     	|  0.00072745     	|1              	|  0.00072745     	|  4.1596e-05     	|
setup                              	|  2.2994e-05     	|1              	|  2.2994e-05     	|  1.3148e-06     	|
on_fit_end                         	|  2.2211e-05     	|1              	|  2.2211e-05     	|  1.27e-06       	|
on_before_accelerator_backend_setup	|  2.156e-05      	|1              	|  2.156e-05      	|  1.2328e-06     	|
on_configure_sharded_model         	|  1.8224e-05     	|1              	|  1.8224e-05     	|  1.042e-06      	|
on_fit_start                       	|  1.624e-05      	|1              	|  1.624e-05      	|  9.2861e-07     	|
teardown                           	|  1.0299e-05     	|1              	|  1.0299e-05     	|  5.889e-07      	|
on_pretrain_routine_end            	|  9.4681e-06     	|1              	|  9.4681e-06     	|  5.4138e-07     	|
prepare_data                       	|  8.386e-06      	|1              	|  8.386e-06      	|  4.7951e-07     	|
configure_callbacks                	|  6.292e-06      	|1              	|  6.292e-06      	|  3.5978e-07     	|
configure_sharded_model            	|  4.989e-06      	|1              	|  4.989e-06      	|  2.8527e-07     	|
on_val_dataloader                  	|  4.478e-06      	|1              	|  4.478e-06      	|  2.5605e-07     	|
on_train_dataloader                	|  4.038e-06      	|1              	|  4.038e-06      	|  2.3089e-07     	|
