FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  523.23         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  0.99969        	|500            	|  499.84         	|  95.53          	|
run_training_batch                 	|  0.33906        	|1000           	|  339.06         	|  64.801         	|
optimizer_step_with_closure_0      	|  0.33634        	|1000           	|  336.34         	|  64.282         	|
training_step_and_backward         	|  0.25105        	|1000           	|  251.05         	|  47.98          	|
model_forward                      	|  0.1557         	|1000           	|  155.7          	|  29.758         	|
training_step                      	|  0.15553        	|1000           	|  155.53         	|  29.726         	|
backward                           	|  0.09394        	|1000           	|  93.94          	|  17.954         	|
get_train_batch                    	|  0.030439       	|1500           	|  45.658         	|  8.7261         	|
fetch_next_train_batch             	|  0.030405       	|1500           	|  45.607         	|  8.7164         	|
zero_grad                          	|  0.0013713      	|1000           	|  1.3713         	|  0.26209        	|
on_train_batch_end                 	|  0.001321       	|1000           	|  1.321          	|  0.25247        	|
training_batch_to_device           	|  0.00060761     	|1000           	|  0.60761        	|  0.11613        	|
on_train_epoch_start               	|  0.00027743     	|500            	|  0.13872        	|  0.026511       	|
on_train_epoch_end                 	|  0.00027593     	|500            	|  0.13796        	|  0.026368       	|
on_train_batch_start               	|  0.00010907     	|1000           	|  0.10907        	|  0.020846       	|
on_batch_start                     	|  3.373e-05      	|1000           	|  0.03373        	|  0.0064465      	|
on_train_end                       	|  0.023878       	|1              	|  0.023878       	|  0.0045635      	|
on_pretrain_routine_start          	|  0.022649       	|1              	|  0.022649       	|  0.0043286      	|
on_before_zero_grad                	|  2.2385e-05     	|1000           	|  0.022385       	|  0.0042782      	|
on_batch_end                       	|  1.4919e-05     	|1000           	|  0.014919       	|  0.0028514      	|
on_before_backward                 	|  1.2744e-05     	|1000           	|  0.012744       	|  0.0024357      	|
on_before_optimizer_step           	|  1.2475e-05     	|1000           	|  0.012475       	|  0.0023842      	|
on_after_backward                  	|  1.1976e-05     	|1000           	|  0.011976       	|  0.0022888      	|
configure_optimizers               	|  0.0087777      	|1              	|  0.0087777      	|  0.0016776      	|
training_step_end                  	|  8.1331e-06     	|1000           	|  0.0081331      	|  0.0015544      	|
on_epoch_start                     	|  1.0758e-05     	|500            	|  0.0053792      	|  0.0010281      	|
on_epoch_end                       	|  1.0619e-05     	|500            	|  0.0053097      	|  0.0010148      	|
on_train_start                     	|  0.00073234     	|1              	|  0.00073234     	|  0.00013996     	|
on_fit_end                         	|  2.4827e-05     	|1              	|  2.4827e-05     	|  4.7449e-06     	|
on_before_accelerator_backend_setup	|  2.0268e-05     	|1              	|  2.0268e-05     	|  3.8736e-06     	|
on_fit_start                       	|  1.6822e-05     	|1              	|  1.6822e-05     	|  3.215e-06      	|
on_configure_sharded_model         	|  1.3806e-05     	|1              	|  1.3806e-05     	|  2.6386e-06     	|
setup                              	|  1.3635e-05     	|1              	|  1.3635e-05     	|  2.6059e-06     	|
teardown                           	|  1.0619e-05     	|1              	|  1.0619e-05     	|  2.0295e-06     	|
on_pretrain_routine_end            	|  9.9189e-06     	|1              	|  9.9189e-06     	|  1.8957e-06     	|
prepare_data                       	|  7.945e-06      	|1              	|  7.945e-06      	|  1.5184e-06     	|
configure_callbacks                	|  5.13e-06       	|1              	|  5.13e-06       	|  9.8044e-07     	|
on_val_dataloader                  	|  4.5181e-06     	|1              	|  4.5181e-06     	|  8.6349e-07     	|
configure_sharded_model            	|  4.479e-06      	|1              	|  4.479e-06      	|  8.5602e-07     	|
on_train_dataloader                	|  4.418e-06      	|1              	|  4.418e-06      	|  8.4436e-07     	|
