FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1549.6         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  72.685         	|21             	|  1526.4         	|  98.503         	|
run_training_batch                 	|  0.18704        	|8000           	|  1496.3         	|  96.561         	|
training_step_and_backward         	|  0.17703        	|8000           	|  1416.3         	|  91.396         	|
model_forward                      	|  0.093991       	|8000           	|  751.93         	|  48.524         	|
training_step                      	|  0.09386        	|8000           	|  750.88         	|  48.457         	|
backward                           	|  0.082865       	|8000           	|  662.92         	|  42.781         	|
optimizer_step_with_closure_0      	|  0.23539        	|1000           	|  235.39         	|  15.19          	|
get_train_batch                    	|  0.0018247      	|8021           	|  14.636         	|  0.9445         	|
fetch_next_train_batch             	|  0.0018084      	|8021           	|  14.505         	|  0.93607        	|
on_train_batch_end                 	|  0.0010637      	|8000           	|  8.5097         	|  0.54916        	|
training_batch_to_device           	|  0.00021089     	|8000           	|  1.6871         	|  0.10888        	|
zero_grad                          	|  0.0012686      	|1000           	|  1.2686         	|  0.081865       	|
on_train_batch_start               	|  8.9773e-05     	|8000           	|  0.71819        	|  0.046347       	|
on_batch_start                     	|  1.4559e-05     	|8000           	|  0.11647        	|  0.0075164      	|
on_batch_end                       	|  1.311e-05      	|8000           	|  0.10488        	|  0.0067684      	|
on_before_backward                 	|  1.2744e-05     	|8000           	|  0.10195        	|  0.0065793      	|
on_after_backward                  	|  1.1713e-05     	|8000           	|  0.093701       	|  0.0060468      	|
training_step_end                  	|  5.9327e-06     	|8000           	|  0.047461       	|  0.0030628      	|
on_train_end                       	|  0.026101       	|1              	|  0.026101       	|  0.0016844      	|
on_pretrain_routine_start          	|  0.022364       	|1              	|  0.022364       	|  0.0014432      	|
on_before_zero_grad                	|  1.4015e-05     	|1000           	|  0.014015       	|  0.00090441     	|
on_before_optimizer_step           	|  1.1775e-05     	|1000           	|  0.011775       	|  0.00075988     	|
configure_optimizers               	|  0.0083462      	|1              	|  0.0083462      	|  0.00053861     	|
on_train_epoch_start               	|  0.00031226     	|21             	|  0.0065576      	|  0.00042318     	|
on_train_epoch_end                 	|  0.00026312     	|21             	|  0.0055255      	|  0.00035658     	|
on_train_start                     	|  0.00068061     	|1              	|  0.00068061     	|  4.3922e-05     	|
on_epoch_start                     	|  1.0887e-05     	|21             	|  0.00022862     	|  1.4754e-05     	|
on_epoch_end                       	|  1.0133e-05     	|21             	|  0.00021279     	|  1.3732e-05     	|
on_fit_end                         	|  2.1601e-05     	|1              	|  2.1601e-05     	|  1.394e-06      	|
on_before_accelerator_backend_setup	|  1.9036e-05     	|1              	|  1.9036e-05     	|  1.2285e-06     	|
on_fit_start                       	|  1.7012e-05     	|1              	|  1.7012e-05     	|  1.0978e-06     	|
on_configure_sharded_model         	|  1.3896e-05     	|1              	|  1.3896e-05     	|  8.9676e-07     	|
setup                              	|  1.3635e-05     	|1              	|  1.3635e-05     	|  8.7991e-07     	|
teardown                           	|  1.056e-05      	|1              	|  1.056e-05      	|  6.8147e-07     	|
on_pretrain_routine_end            	|  1.0049e-05     	|1              	|  1.0049e-05     	|  6.4849e-07     	|
prepare_data                       	|  8.3558e-06     	|1              	|  8.3558e-06     	|  5.3923e-07     	|
on_val_dataloader                  	|  4.8392e-06     	|1              	|  4.8392e-06     	|  3.1229e-07     	|
configure_callbacks                	|  4.729e-06      	|1              	|  4.729e-06      	|  3.0518e-07     	|
on_train_dataloader                	|  4.258e-06      	|1              	|  4.258e-06      	|  2.7478e-07     	|
configure_sharded_model            	|  4.2079e-06     	|1              	|  4.2079e-06     	|  2.7155e-07     	|
