FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  730.82         	|  100 %          	|
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run_training_epoch                 	|  3.5392         	|200            	|  707.84         	|  96.855         	|
run_training_batch                 	|  0.30599        	|1000           	|  305.99         	|  41.87          	|
optimizer_step_with_closure_0      	|  0.30229        	|1000           	|  302.29         	|  41.362         	|
training_step_and_backward         	|  0.23435        	|1000           	|  234.35         	|  32.067         	|
model_forward                      	|  0.11812        	|1000           	|  118.12         	|  16.163         	|
training_step                      	|  0.11789        	|1000           	|  117.89         	|  16.131         	|
backward                           	|  0.1146         	|1000           	|  114.6          	|  15.681         	|
get_train_batch                    	|  0.058477       	|1200           	|  70.172         	|  9.6017         	|
fetch_next_train_batch             	|  0.058443       	|1200           	|  70.131         	|  9.5962         	|
on_train_batch_end                 	|  0.0027395      	|1000           	|  2.7395         	|  0.37486        	|
zero_grad                          	|  0.0015747      	|1000           	|  1.5747         	|  0.21547        	|
training_batch_to_device           	|  0.00049421     	|1000           	|  0.49421        	|  0.067624       	|
on_train_batch_start               	|  0.00010769     	|1000           	|  0.10769        	|  0.014735       	|
on_train_epoch_end                 	|  0.00042795     	|200            	|  0.085589       	|  0.011711       	|
on_train_epoch_start               	|  0.00039993     	|200            	|  0.079986       	|  0.010945       	|
on_train_end                       	|  0.062129       	|1              	|  0.062129       	|  0.0085013      	|
on_batch_start                     	|  3.3352e-05     	|1000           	|  0.033352       	|  0.0045636      	|
on_after_backward                  	|  3.0383e-05     	|1000           	|  0.030383       	|  0.0041574      	|
configure_optimizers               	|  0.023176       	|1              	|  0.023176       	|  0.0031712      	|
on_pretrain_routine_start          	|  0.023047       	|1              	|  0.023047       	|  0.0031535      	|
on_before_zero_grad                	|  2.1679e-05     	|1000           	|  0.021679       	|  0.0029664      	|
on_batch_end                       	|  1.7388e-05     	|1000           	|  0.017388       	|  0.0023792      	|
on_before_optimizer_step           	|  1.559e-05      	|1000           	|  0.01559        	|  0.0021332      	|
on_before_backward                 	|  1.4813e-05     	|1000           	|  0.014813       	|  0.0020269      	|
training_step_end                  	|  8.7103e-06     	|1000           	|  0.0087103      	|  0.0011918      	|
on_epoch_start                     	|  1.3733e-05     	|200            	|  0.0027465      	|  0.00037581     	|
on_epoch_end                       	|  1.2277e-05     	|200            	|  0.0024554      	|  0.00033598     	|
on_train_start                     	|  0.0010508      	|1              	|  0.0010508      	|  0.00014378     	|
on_fit_end                         	|  4.2701e-05     	|1              	|  4.2701e-05     	|  5.8429e-06     	|
on_fit_start                       	|  4.1716e-05     	|1              	|  4.1716e-05     	|  5.708e-06      	|
setup                              	|  2.9126e-05     	|1              	|  2.9126e-05     	|  3.9854e-06     	|
on_configure_sharded_model         	|  2.8729e-05     	|1              	|  2.8729e-05     	|  3.9311e-06     	|
on_before_accelerator_backend_setup	|  2.4894e-05     	|1              	|  2.4894e-05     	|  3.4063e-06     	|
teardown                           	|  1.7826e-05     	|1              	|  1.7826e-05     	|  2.4391e-06     	|
on_pretrain_routine_end            	|  1.4065e-05     	|1              	|  1.4065e-05     	|  1.9245e-06     	|
configure_sharded_model            	|  1.1835e-05     	|1              	|  1.1835e-05     	|  1.6194e-06     	|
prepare_data                       	|  9.6988e-06     	|1              	|  9.6988e-06     	|  1.3271e-06     	|
configure_callbacks                	|  8.7619e-06     	|1              	|  8.7619e-06     	|  1.1989e-06     	|
on_val_dataloader                  	|  6.8881e-06     	|1              	|  6.8881e-06     	|  9.4251e-07     	|
on_train_dataloader                	|  6.8322e-06     	|1              	|  6.8322e-06     	|  9.3486e-07     	|
