FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  506.6          	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  0.96603        	|500            	|  483.01         	|  95.345         	|
run_training_batch                 	|  0.32645        	|1000           	|  326.45         	|  64.439         	|
optimizer_step_with_closure_0      	|  0.32375        	|1000           	|  323.75         	|  63.906         	|
training_step_and_backward         	|  0.24204        	|1000           	|  242.04         	|  47.777         	|
model_forward                      	|  0.14962        	|1000           	|  149.62         	|  29.535         	|
training_step                      	|  0.14945        	|1000           	|  149.45         	|  29.502         	|
backward                           	|  0.090986       	|1000           	|  90.986         	|  17.96          	|
get_train_batch                    	|  0.030172       	|1500           	|  45.258         	|  8.9336         	|
fetch_next_train_batch             	|  0.030138       	|1500           	|  45.207         	|  8.9237         	|
zero_grad                          	|  0.0013984      	|1000           	|  1.3984         	|  0.27604        	|
on_train_batch_end                 	|  0.0013372      	|1000           	|  1.3372         	|  0.26397        	|
training_batch_to_device           	|  0.00061043     	|1000           	|  0.61043        	|  0.1205         	|
on_train_epoch_start               	|  0.00028307     	|500            	|  0.14154        	|  0.027939       	|
on_train_epoch_end                 	|  0.00026669     	|500            	|  0.13334        	|  0.026321       	|
on_train_batch_start               	|  0.00010632     	|1000           	|  0.10632        	|  0.020988       	|
on_batch_start                     	|  3.8178e-05     	|1000           	|  0.038178       	|  0.0075362      	|
on_train_end                       	|  0.023405       	|1              	|  0.023405       	|  0.00462        	|
on_pretrain_routine_start          	|  0.022318       	|1              	|  0.022318       	|  0.0044055      	|
on_before_zero_grad                	|  2.105e-05      	|1000           	|  0.02105        	|  0.0041552      	|
on_batch_end                       	|  1.3783e-05     	|1000           	|  0.013783       	|  0.0027208      	|
on_before_optimizer_step           	|  1.2604e-05     	|1000           	|  0.012604       	|  0.002488       	|
on_before_backward                 	|  1.2291e-05     	|1000           	|  0.012291       	|  0.0024262      	|
on_after_backward                  	|  1.1506e-05     	|1000           	|  0.011506       	|  0.0022712      	|
configure_optimizers               	|  0.0082575      	|1              	|  0.0082575      	|  0.00163        	|
training_step_end                  	|  7.8076e-06     	|1000           	|  0.0078076      	|  0.0015412      	|
on_epoch_start                     	|  1.0657e-05     	|500            	|  0.0053287      	|  0.0010519      	|
on_epoch_end                       	|  1.0119e-05     	|500            	|  0.0050597      	|  0.00099876     	|
on_train_start                     	|  0.00074723     	|1              	|  0.00074723     	|  0.0001475      	|
on_fit_end                         	|  2.125e-05      	|1              	|  2.125e-05      	|  4.1946e-06     	|
on_before_accelerator_backend_setup	|  1.9987e-05     	|1              	|  1.9987e-05     	|  3.9453e-06     	|
on_fit_start                       	|  1.7804e-05     	|1              	|  1.7804e-05     	|  3.5144e-06     	|
on_configure_sharded_model         	|  1.4286e-05     	|1              	|  1.4286e-05     	|  2.82e-06       	|
setup                              	|  1.3245e-05     	|1              	|  1.3245e-05     	|  2.6145e-06     	|
teardown                           	|  1.1782e-05     	|1              	|  1.1782e-05     	|  2.3257e-06     	|
on_pretrain_routine_end            	|  1.0159e-05     	|1              	|  1.0159e-05     	|  2.0053e-06     	|
prepare_data                       	|  8.696e-06      	|1              	|  8.696e-06      	|  1.7165e-06     	|
configure_callbacks                	|  5.701e-06      	|1              	|  5.701e-06      	|  1.1253e-06     	|
on_train_dataloader                	|  4.829e-06      	|1              	|  4.829e-06      	|  9.5322e-07     	|
on_val_dataloader                  	|  4.5589e-06     	|1              	|  4.5589e-06     	|  8.9991e-07     	|
configure_sharded_model            	|  4.349e-06      	|1              	|  4.349e-06      	|  8.5848e-07     	|
