FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1719.0         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  3.391          	|500            	|  1695.5         	|  98.633         	|
run_training_batch                 	|  0.20101        	|8000           	|  1608.1         	|  93.546         	|
training_step_and_backward         	|  0.18974        	|8000           	|  1517.9         	|  88.301         	|
model_forward                      	|  0.1067         	|8000           	|  853.6          	|  49.657         	|
training_step                      	|  0.10657        	|8000           	|  852.52         	|  49.594         	|
backward                           	|  0.082847       	|8000           	|  662.77         	|  38.556         	|
optimizer_step_with_closure_0      	|  0.2477         	|1000           	|  247.7          	|  14.41          	|
get_train_batch                    	|  0.0067681      	|8500           	|  57.529         	|  3.3466         	|
fetch_next_train_batch             	|  0.0067488      	|8500           	|  57.365         	|  3.3371         	|
on_train_batch_end                 	|  0.0011013      	|8000           	|  8.8106         	|  0.51254        	|
training_batch_to_device           	|  0.00023692     	|8000           	|  1.8953         	|  0.11026        	|
zero_grad                          	|  0.0013715      	|1000           	|  1.3715         	|  0.079785       	|
on_train_batch_start               	|  9.1052e-05     	|8000           	|  0.72841        	|  0.042374       	|
on_train_epoch_start               	|  0.00028916     	|500            	|  0.14458        	|  0.0084108      	|
on_batch_start                     	|  1.6763e-05     	|8000           	|  0.1341         	|  0.0078012      	|
on_train_epoch_end                 	|  0.0002589      	|500            	|  0.12945        	|  0.0075306      	|
on_batch_end                       	|  1.3655e-05     	|8000           	|  0.10924        	|  0.0063547      	|
on_before_backward                 	|  1.2396e-05     	|8000           	|  0.099165       	|  0.0057687      	|
on_after_backward                  	|  1.1622e-05     	|8000           	|  0.092977       	|  0.0054088      	|
training_step_end                  	|  6.2974e-06     	|8000           	|  0.050379       	|  0.0029307      	|
on_train_end                       	|  0.024088       	|1              	|  0.024088       	|  0.0014013      	|
on_pretrain_routine_start          	|  0.022429       	|1              	|  0.022429       	|  0.0013048      	|
on_before_zero_grad                	|  2.1608e-05     	|1000           	|  0.021608       	|  0.001257       	|
on_before_optimizer_step           	|  1.4884e-05     	|1000           	|  0.014884       	|  0.00086588     	|
configure_optimizers               	|  0.0087703      	|1              	|  0.0087703      	|  0.0005102      	|
on_epoch_start                     	|  1.1425e-05     	|500            	|  0.0057123      	|  0.0003323      	|
on_epoch_end                       	|  1.0447e-05     	|500            	|  0.0052236      	|  0.00030387     	|
on_train_start                     	|  0.00074278     	|1              	|  0.00074278     	|  4.321e-05      	|
setup                              	|  2.5277e-05     	|1              	|  2.5277e-05     	|  1.4705e-06     	|
on_fit_end                         	|  2.3424e-05     	|1              	|  2.3424e-05     	|  1.3627e-06     	|
on_before_accelerator_backend_setup	|  2.1921e-05     	|1              	|  2.1921e-05     	|  1.2752e-06     	|
on_fit_start                       	|  1.8254e-05     	|1              	|  1.8254e-05     	|  1.0619e-06     	|
on_configure_sharded_model         	|  1.7542e-05     	|1              	|  1.7542e-05     	|  1.0205e-06     	|
teardown                           	|  1.0429e-05     	|1              	|  1.0429e-05     	|  6.0669e-07     	|
on_pretrain_routine_end            	|  9.979e-06      	|1              	|  9.979e-06      	|  5.8051e-07     	|
prepare_data                       	|  8.5561e-06     	|1              	|  8.5561e-06     	|  4.9774e-07     	|
configure_callbacks                	|  6.933e-06      	|1              	|  6.933e-06      	|  4.0332e-07     	|
configure_sharded_model            	|  5.18e-06       	|1              	|  5.18e-06       	|  3.0134e-07     	|
on_val_dataloader                  	|  4.849e-06      	|1              	|  4.849e-06      	|  2.8209e-07     	|
on_train_dataloader                	|  4.4489e-06     	|1              	|  4.4489e-06     	|  2.5881e-07     	|
