FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  542.13         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  1.0381         	|500            	|  519.03         	|  95.739         	|
run_training_batch                 	|  0.3677         	|1000           	|  367.7          	|  67.825         	|
optimizer_step_with_closure_0      	|  0.36501        	|1000           	|  365.01         	|  67.328         	|
training_step_and_backward         	|  0.27602        	|1000           	|  276.02         	|  50.914         	|
model_forward                      	|  0.16956        	|1000           	|  169.56         	|  31.277         	|
training_step                      	|  0.1694         	|1000           	|  169.4          	|  31.246         	|
backward                           	|  0.10509        	|1000           	|  105.09         	|  19.385         	|
get_train_batch                    	|  0.029212       	|1500           	|  43.819         	|  8.0826         	|
fetch_next_train_batch             	|  0.02918        	|1500           	|  43.77          	|  8.0737         	|
on_train_batch_end                 	|  0.0013552      	|1000           	|  1.3552         	|  0.24997        	|
zero_grad                          	|  0.0013372      	|1000           	|  1.3372         	|  0.24665        	|
training_batch_to_device           	|  0.00060208     	|1000           	|  0.60208        	|  0.11106        	|
on_train_epoch_end                 	|  0.00028107     	|500            	|  0.14053        	|  0.025922       	|
on_train_epoch_start               	|  0.00027669     	|500            	|  0.13834        	|  0.025518       	|
on_train_batch_start               	|  0.00010416     	|1000           	|  0.10416        	|  0.019213       	|
on_batch_start                     	|  3.189e-05      	|1000           	|  0.03189        	|  0.0058824      	|
on_train_end                       	|  0.023957       	|1              	|  0.023957       	|  0.004419       	|
on_pretrain_routine_start          	|  0.023018       	|1              	|  0.023018       	|  0.0042457      	|
on_before_zero_grad                	|  2.1129e-05     	|1000           	|  0.021129       	|  0.0038975      	|
on_batch_end                       	|  1.3195e-05     	|1000           	|  0.013195       	|  0.0024339      	|
on_before_optimizer_step           	|  1.2895e-05     	|1000           	|  0.012895       	|  0.0023785      	|
on_after_backward                  	|  1.1419e-05     	|1000           	|  0.011419       	|  0.0021064      	|
on_before_backward                 	|  1.0479e-05     	|1000           	|  0.010479       	|  0.001933       	|
configure_optimizers               	|  0.0084527      	|1              	|  0.0084527      	|  0.0015591      	|
training_step_end                  	|  7.4618e-06     	|1000           	|  0.0074618      	|  0.0013764      	|
on_epoch_start                     	|  1.1376e-05     	|500            	|  0.0056878      	|  0.0010492      	|
on_epoch_end                       	|  1.0242e-05     	|500            	|  0.0051209      	|  0.00094459     	|
on_train_start                     	|  0.0007262      	|1              	|  0.0007262      	|  0.00013395     	|
on_before_accelerator_backend_setup	|  2.2222e-05     	|1              	|  2.2222e-05     	|  4.099e-06      	|
on_fit_end                         	|  2.168e-05      	|1              	|  2.168e-05      	|  3.999e-06      	|
on_fit_start                       	|  1.6702e-05     	|1              	|  1.6702e-05     	|  3.0808e-06     	|
on_configure_sharded_model         	|  1.4417e-05     	|1              	|  1.4417e-05     	|  2.6593e-06     	|
setup                              	|  1.4157e-05     	|1              	|  1.4157e-05     	|  2.6114e-06     	|
prepare_data                       	|  1.3205e-05     	|1              	|  1.3205e-05     	|  2.4357e-06     	|
teardown                           	|  1.083e-05      	|1              	|  1.083e-05      	|  1.9977e-06     	|
on_pretrain_routine_end            	|  1.02e-05       	|1              	|  1.02e-05       	|  1.8814e-06     	|
configure_callbacks                	|  4.749e-06      	|1              	|  4.749e-06      	|  8.7599e-07     	|
configure_sharded_model            	|  4.258e-06      	|1              	|  4.258e-06      	|  7.8542e-07     	|
on_val_dataloader                  	|  4.118e-06      	|1              	|  4.118e-06      	|  7.5958e-07     	|
on_train_dataloader                	|  4.038e-06      	|1              	|  4.038e-06      	|  7.4483e-07     	|
