FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  338.22         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  15.139         	|21             	|  317.93         	|  93.999         	|
run_training_batch                 	|  0.27624        	|1000           	|  276.24         	|  81.675         	|
optimizer_step_with_closure_0      	|  0.27302        	|1000           	|  273.02         	|  80.722         	|
training_step_and_backward         	|  0.21086        	|1000           	|  210.86         	|  62.344         	|
backward                           	|  0.10513        	|1000           	|  105.13         	|  31.084         	|
model_forward                      	|  0.10428        	|1000           	|  104.28         	|  30.833         	|
training_step                      	|  0.10409        	|1000           	|  104.09         	|  30.776         	|
get_train_batch                    	|  0.0090712      	|1021           	|  9.2617         	|  2.7384         	|
fetch_next_train_batch             	|  0.0090444      	|1021           	|  9.2344         	|  2.7303         	|
on_train_batch_end                 	|  0.0024582      	|1000           	|  2.4582         	|  0.72682        	|
zero_grad                          	|  0.0014101      	|1000           	|  1.4101         	|  0.41691        	|
training_batch_to_device           	|  0.00028247     	|1000           	|  0.28247        	|  0.083517       	|
on_train_batch_start               	|  9.6444e-05     	|1000           	|  0.096444       	|  0.028515       	|
on_train_end                       	|  0.063096       	|1              	|  0.063096       	|  0.018655       	|
on_after_backward                  	|  2.5523e-05     	|1000           	|  0.025523       	|  0.0075463      	|
on_pretrain_routine_start          	|  0.023367       	|1              	|  0.023367       	|  0.0069088      	|
on_batch_start                     	|  2.2814e-05     	|1000           	|  0.022814       	|  0.0067452      	|
on_before_zero_grad                	|  1.717e-05      	|1000           	|  0.01717        	|  0.0050765      	|
on_batch_end                       	|  1.6301e-05     	|1000           	|  0.016301       	|  0.0048197      	|
configure_optimizers               	|  0.014407       	|1              	|  0.014407       	|  0.0042596      	|
on_before_backward                 	|  1.3566e-05     	|1000           	|  0.013566       	|  0.0040109      	|
on_before_optimizer_step           	|  1.3296e-05     	|1000           	|  0.013296       	|  0.0039312      	|
on_train_epoch_end                 	|  0.00042468     	|21             	|  0.0089183      	|  0.0026368      	|
on_train_epoch_start               	|  0.00039335     	|21             	|  0.0082603      	|  0.0024423      	|
training_step_end                  	|  7.0633e-06     	|1000           	|  0.0070633      	|  0.0020884      	|
on_train_start                     	|  0.00084166     	|1              	|  0.00084166     	|  0.00024885     	|
on_epoch_end                       	|  1.1601e-05     	|21             	|  0.00024361     	|  7.2028e-05     	|
on_epoch_start                     	|  1.1336e-05     	|21             	|  0.00023805     	|  7.0383e-05     	|
setup                              	|  2.726e-05      	|1              	|  2.726e-05      	|  8.0598e-06     	|
on_fit_end                         	|  2.6263e-05     	|1              	|  2.6263e-05     	|  7.7652e-06     	|
on_before_accelerator_backend_setup	|  2.5505e-05     	|1              	|  2.5505e-05     	|  7.541e-06      	|
on_fit_start                       	|  2.4883e-05     	|1              	|  2.4883e-05     	|  7.3571e-06     	|
on_configure_sharded_model         	|  2.2262e-05     	|1              	|  2.2262e-05     	|  6.5822e-06     	|
teardown                           	|  1.6429e-05     	|1              	|  1.6429e-05     	|  4.8573e-06     	|
on_pretrain_routine_end            	|  1.3702e-05     	|1              	|  1.3702e-05     	|  4.0511e-06     	|
prepare_data                       	|  9.1735e-06     	|1              	|  9.1735e-06     	|  2.7123e-06     	|
on_val_dataloader                  	|  8.693e-06      	|1              	|  8.693e-06      	|  2.5702e-06     	|
on_train_dataloader                	|  8.2478e-06     	|1              	|  8.2478e-06     	|  2.4386e-06     	|
configure_callbacks                	|  7.5288e-06     	|1              	|  7.5288e-06     	|  2.226e-06      	|
configure_sharded_model            	|  7.3202e-06     	|1              	|  7.3202e-06     	|  2.1643e-06     	|
