FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  738.17         	|  100 %          	|
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run_training_epoch                 	|  3.5728         	|200            	|  714.55         	|  96.8           	|
run_training_batch                 	|  0.30867        	|1000           	|  308.67         	|  41.816         	|
optimizer_step_with_closure_0      	|  0.30487        	|1000           	|  304.87         	|  41.301         	|
training_step_and_backward         	|  0.23707        	|1000           	|  237.07         	|  32.115         	|
model_forward                      	|  0.11902        	|1000           	|  119.02         	|  16.124         	|
training_step                      	|  0.11879        	|1000           	|  118.79         	|  16.093         	|
backward                           	|  0.11638        	|1000           	|  116.38         	|  15.766         	|
get_train_batch                    	|  0.065396       	|1200           	|  78.475         	|  10.631         	|
fetch_next_train_batch             	|  0.065361       	|1200           	|  78.433         	|  10.625         	|
on_train_batch_end                 	|  0.0027223      	|1000           	|  2.7223         	|  0.36879        	|
zero_grad                          	|  0.001621       	|1000           	|  1.621          	|  0.2196         	|
training_batch_to_device           	|  0.00044989     	|1000           	|  0.44989        	|  0.060947       	|
on_train_batch_start               	|  0.00022934     	|1000           	|  0.22934        	|  0.031069       	|
on_train_epoch_end                 	|  0.00042027     	|200            	|  0.084055       	|  0.011387       	|
on_train_end                       	|  0.081981       	|1              	|  0.081981       	|  0.011106       	|
on_train_epoch_start               	|  0.00039323     	|200            	|  0.078647       	|  0.010654       	|
on_batch_start                     	|  3.5886e-05     	|1000           	|  0.035886       	|  0.0048614      	|
on_after_backward                  	|  3.1323e-05     	|1000           	|  0.031323       	|  0.0042433      	|
on_pretrain_routine_start          	|  0.024277       	|1              	|  0.024277       	|  0.0032889      	|
configure_optimizers               	|  0.023851       	|1              	|  0.023851       	|  0.0032311      	|
on_before_zero_grad                	|  2.1048e-05     	|1000           	|  0.021048       	|  0.0028514      	|
on_batch_end                       	|  1.7104e-05     	|1000           	|  0.017104       	|  0.002317       	|
on_before_optimizer_step           	|  1.558e-05      	|1000           	|  0.01558        	|  0.0021106      	|
on_before_backward                 	|  1.461e-05      	|1000           	|  0.01461        	|  0.0019793      	|
training_step_end                  	|  9.4651e-06     	|1000           	|  0.0094651      	|  0.0012822      	|
on_epoch_end                       	|  1.2593e-05     	|200            	|  0.0025185      	|  0.00034119     	|
on_epoch_start                     	|  1.1779e-05     	|200            	|  0.0023558      	|  0.00031914     	|
on_train_start                     	|  0.0014272      	|1              	|  0.0014272      	|  0.00019334     	|
on_fit_end                         	|  7.7028e-05     	|1              	|  7.7028e-05     	|  1.0435e-05     	|
on_before_accelerator_backend_setup	|  4.8717e-05     	|1              	|  4.8717e-05     	|  6.5998e-06     	|
on_fit_start                       	|  4.424e-05      	|1              	|  4.424e-05      	|  5.9932e-06     	|
on_configure_sharded_model         	|  2.7644e-05     	|1              	|  2.7644e-05     	|  3.7449e-06     	|
setup                              	|  2.712e-05      	|1              	|  2.712e-05      	|  3.674e-06      	|
teardown                           	|  1.9958e-05     	|1              	|  1.9958e-05     	|  2.7037e-06     	|
on_pretrain_routine_end            	|  1.7518e-05     	|1              	|  1.7518e-05     	|  2.3732e-06     	|
prepare_data                       	|  1.1669e-05     	|1              	|  1.1669e-05     	|  1.5809e-06     	|
configure_sharded_model            	|  1.1466e-05     	|1              	|  1.1466e-05     	|  1.5534e-06     	|
configure_callbacks                	|  1.0533e-05     	|1              	|  1.0533e-05     	|  1.4269e-06     	|
on_val_dataloader                  	|  9.9558e-06     	|1              	|  9.9558e-06     	|  1.3487e-06     	|
on_train_dataloader                	|  9.3076e-06     	|1              	|  9.3076e-06     	|  1.2609e-06     	|
