FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  540.06         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  8.1847         	|63             	|  515.63         	|  95.478         	|
run_training_batch                 	|  0.37853        	|1000           	|  378.53         	|  70.092         	|
optimizer_step_with_closure_0      	|  0.37597        	|1000           	|  375.97         	|  69.617         	|
training_step_and_backward         	|  0.26755        	|1000           	|  267.55         	|  49.542         	|
model_forward                      	|  0.13746        	|1000           	|  137.46         	|  25.453         	|
training_step                      	|  0.13728        	|1000           	|  137.28         	|  25.42          	|
backward                           	|  0.1285         	|1000           	|  128.5          	|  23.794         	|
get_train_batch                    	|  0.029731       	|1063           	|  31.604         	|  5.8519         	|
fetch_next_train_batch             	|  0.029707       	|1063           	|  31.578         	|  5.8472         	|
on_train_batch_end                 	|  0.0018107      	|1000           	|  1.8107         	|  0.33528        	|
zero_grad                          	|  0.0015624      	|1000           	|  1.5624         	|  0.2893         	|
training_batch_to_device           	|  0.0002527      	|1000           	|  0.2527         	|  0.046791       	|
on_train_batch_start               	|  9.4179e-05     	|1000           	|  0.094179       	|  0.017439       	|
on_train_end                       	|  0.044249       	|1              	|  0.044249       	|  0.0081934      	|
on_train_epoch_end                 	|  0.00036563     	|63             	|  0.023034       	|  0.0042652      	|
on_pretrain_routine_start          	|  0.02193        	|1              	|  0.02193        	|  0.0040607      	|
on_train_epoch_start               	|  0.0003322      	|63             	|  0.020928       	|  0.0038752      	|
on_batch_start                     	|  2.0362e-05     	|1000           	|  0.020362       	|  0.0037703      	|
on_after_backward                  	|  1.9985e-05     	|1000           	|  0.019985       	|  0.0037006      	|
on_before_zero_grad                	|  1.5822e-05     	|1000           	|  0.015822       	|  0.0029298      	|
on_batch_end                       	|  1.5179e-05     	|1000           	|  0.015179       	|  0.0028106      	|
on_before_backward                 	|  1.266e-05      	|1000           	|  0.01266        	|  0.0023442      	|
on_before_optimizer_step           	|  1.252e-05      	|1000           	|  0.01252        	|  0.0023183      	|
configure_optimizers               	|  0.010935       	|1              	|  0.010935       	|  0.0020249      	|
training_step_end                  	|  6.7648e-06     	|1000           	|  0.0067648      	|  0.0012526      	|
on_train_start                     	|  0.0021511      	|1              	|  0.0021511      	|  0.00039831     	|
on_epoch_end                       	|  1.1069e-05     	|63             	|  0.00069734     	|  0.00012912     	|
on_epoch_start                     	|  1.0992e-05     	|63             	|  0.00069249     	|  0.00012823     	|
on_fit_start                       	|  4.3089e-05     	|1              	|  4.3089e-05     	|  7.9785e-06     	|
on_fit_end                         	|  3.5493e-05     	|1              	|  3.5493e-05     	|  6.572e-06      	|
on_before_accelerator_backend_setup	|  2.8802e-05     	|1              	|  2.8802e-05     	|  5.3332e-06     	|
on_configure_sharded_model         	|  2.4568e-05     	|1              	|  2.4568e-05     	|  4.5492e-06     	|
setup                              	|  1.9722e-05     	|1              	|  1.9722e-05     	|  3.6518e-06     	|
teardown                           	|  1.6274e-05     	|1              	|  1.6274e-05     	|  3.0134e-06     	|
on_pretrain_routine_end            	|  1.1692e-05     	|1              	|  1.1692e-05     	|  2.1649e-06     	|
prepare_data                       	|  8.5272e-06     	|1              	|  8.5272e-06     	|  1.5789e-06     	|
configure_callbacks                	|  7.9479e-06     	|1              	|  7.9479e-06     	|  1.4717e-06     	|
on_val_dataloader                  	|  7.147e-06      	|1              	|  7.147e-06      	|  1.3234e-06     	|
configure_sharded_model            	|  6.9272e-06     	|1              	|  6.9272e-06     	|  1.2827e-06     	|
on_train_dataloader                	|  6.4205e-06     	|1              	|  6.4205e-06     	|  1.1889e-06     	|
