FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  449.97         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  0.85406        	|500            	|  427.03         	|  94.903         	|
run_training_batch                 	|  0.27667        	|1000           	|  276.67         	|  61.487         	|
optimizer_step_with_closure_0      	|  0.27402        	|1000           	|  274.02         	|  60.898         	|
training_step_and_backward         	|  0.21202        	|1000           	|  212.02         	|  47.119         	|
model_forward                      	|  0.1261         	|1000           	|  126.1          	|  28.025         	|
training_step                      	|  0.12594        	|1000           	|  125.94         	|  27.988         	|
backward                           	|  0.084544       	|1000           	|  84.544         	|  18.789         	|
get_train_batch                    	|  0.02851        	|1500           	|  42.765         	|  9.504          	|
fetch_next_train_batch             	|  0.028475       	|1500           	|  42.713         	|  9.4925         	|
zero_grad                          	|  0.001344       	|1000           	|  1.344          	|  0.29869        	|
on_train_batch_end                 	|  0.0012992      	|1000           	|  1.2992         	|  0.28874        	|
training_batch_to_device           	|  0.00060538     	|1000           	|  0.60538        	|  0.13454        	|
on_train_epoch_end                 	|  0.00026913     	|500            	|  0.13457        	|  0.029906       	|
on_train_epoch_start               	|  0.00026724     	|500            	|  0.13362        	|  0.029696       	|
on_train_batch_start               	|  0.00011176     	|1000           	|  0.11176        	|  0.024837       	|
on_batch_start                     	|  3.7997e-05     	|1000           	|  0.037997       	|  0.0084445      	|
on_train_end                       	|  0.023556       	|1              	|  0.023556       	|  0.0052351      	|
on_pretrain_routine_start          	|  0.022469       	|1              	|  0.022469       	|  0.0049934      	|
on_before_zero_grad                	|  2.1387e-05     	|1000           	|  0.021387       	|  0.0047531      	|
on_batch_end                       	|  1.4097e-05     	|1000           	|  0.014097       	|  0.0031329      	|
on_before_optimizer_step           	|  1.3652e-05     	|1000           	|  0.013652       	|  0.0030339      	|
on_after_backward                  	|  1.143e-05      	|1000           	|  0.01143        	|  0.0025401      	|
on_before_backward                 	|  1.1353e-05     	|1000           	|  0.011353       	|  0.0025232      	|
configure_optimizers               	|  0.0082995      	|1              	|  0.0082995      	|  0.0018445      	|
training_step_end                  	|  8.031e-06      	|1000           	|  0.008031       	|  0.0017848      	|
on_epoch_start                     	|  1.1208e-05     	|500            	|  0.0056041      	|  0.0012454      	|
on_epoch_end                       	|  1.0466e-05     	|500            	|  0.0052332      	|  0.001163       	|
on_train_start                     	|  0.00072819     	|1              	|  0.00072819     	|  0.00016183     	|
on_fit_end                         	|  2.4315e-05     	|1              	|  2.4315e-05     	|  5.4037e-06     	|
on_before_accelerator_backend_setup	|  2.2151e-05     	|1              	|  2.2151e-05     	|  4.9228e-06     	|
on_fit_start                       	|  1.7472e-05     	|1              	|  1.7472e-05     	|  3.883e-06      	|
setup                              	|  1.5088e-05     	|1              	|  1.5088e-05     	|  3.3531e-06     	|
on_configure_sharded_model         	|  1.4818e-05     	|1              	|  1.4818e-05     	|  3.2932e-06     	|
teardown                           	|  1.0539e-05     	|1              	|  1.0539e-05     	|  2.3422e-06     	|
on_pretrain_routine_end            	|  1.016e-05      	|1              	|  1.016e-05      	|  2.258e-06      	|
prepare_data                       	|  7.875e-06      	|1              	|  7.875e-06      	|  1.7501e-06     	|
configure_callbacks                	|  5.701e-06      	|1              	|  5.701e-06      	|  1.267e-06      	|
on_val_dataloader                  	|  4.729e-06      	|1              	|  4.729e-06      	|  1.051e-06      	|
configure_sharded_model            	|  4.488e-06      	|1              	|  4.488e-06      	|  9.9742e-07     	|
on_train_dataloader                	|  4.388e-06      	|1              	|  4.388e-06      	|  9.752e-07      	|
