FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  541.16         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  1.0352         	|500            	|  517.58         	|  95.642         	|
run_training_batch                 	|  0.36002        	|1000           	|  360.02         	|  66.527         	|
optimizer_step_with_closure_0      	|  0.35733        	|1000           	|  357.33         	|  66.03          	|
training_step_and_backward         	|  0.26908        	|1000           	|  269.08         	|  49.722         	|
model_forward                      	|  0.16637        	|1000           	|  166.37         	|  30.743         	|
training_step                      	|  0.1662         	|1000           	|  166.2          	|  30.711         	|
backward                           	|  0.10133        	|1000           	|  101.33         	|  18.725         	|
get_train_batch                    	|  0.030105       	|1500           	|  45.157         	|  8.3444         	|
fetch_next_train_batch             	|  0.030072       	|1500           	|  45.108         	|  8.3353         	|
zero_grad                          	|  0.0013416      	|1000           	|  1.3416         	|  0.24791        	|
on_train_batch_end                 	|  0.0013404      	|1000           	|  1.3404         	|  0.24769        	|
training_batch_to_device           	|  0.00060001     	|1000           	|  0.60001        	|  0.11087        	|
on_train_epoch_start               	|  0.00028533     	|500            	|  0.14267        	|  0.026363       	|
on_train_epoch_end                 	|  0.00027366     	|500            	|  0.13683        	|  0.025285       	|
on_train_batch_start               	|  0.00010698     	|1000           	|  0.10698        	|  0.019768       	|
on_batch_start                     	|  3.5803e-05     	|1000           	|  0.035803       	|  0.006616       	|
on_train_end                       	|  0.02428        	|1              	|  0.02428        	|  0.0044867      	|
on_pretrain_routine_start          	|  0.023241       	|1              	|  0.023241       	|  0.0042946      	|
on_before_zero_grad                	|  2.0823e-05     	|1000           	|  0.020823       	|  0.0038478      	|
on_batch_end                       	|  1.4015e-05     	|1000           	|  0.014015       	|  0.0025898      	|
on_before_backward                 	|  1.213e-05      	|1000           	|  0.01213        	|  0.0022415      	|
on_before_optimizer_step           	|  1.2117e-05     	|1000           	|  0.012117       	|  0.002239       	|
on_after_backward                  	|  1.1865e-05     	|1000           	|  0.011865       	|  0.0021924      	|
configure_optimizers               	|  0.0087942      	|1              	|  0.0087942      	|  0.0016251      	|
training_step_end                  	|  8.1788e-06     	|1000           	|  0.0081788      	|  0.0015113      	|
on_epoch_end                       	|  1.194e-05      	|500            	|  0.0059699      	|  0.0011032      	|
on_epoch_start                     	|  1.085e-05      	|500            	|  0.0054248      	|  0.0010024      	|
on_train_start                     	|  0.00072359     	|1              	|  0.00072359     	|  0.00013371     	|
on_fit_end                         	|  2.3203e-05     	|1              	|  2.3203e-05     	|  4.2876e-06     	|
on_before_accelerator_backend_setup	|  2.134e-05      	|1              	|  2.134e-05      	|  3.9433e-06     	|
on_fit_start                       	|  1.7372e-05     	|1              	|  1.7372e-05     	|  3.2101e-06     	|
on_configure_sharded_model         	|  1.4577e-05     	|1              	|  1.4577e-05     	|  2.6936e-06     	|
setup                              	|  1.3977e-05     	|1              	|  1.3977e-05     	|  2.5828e-06     	|
teardown                           	|  1.1331e-05     	|1              	|  1.1331e-05     	|  2.0938e-06     	|
on_pretrain_routine_end            	|  1.0399e-05     	|1              	|  1.0399e-05     	|  1.9216e-06     	|
prepare_data                       	|  7.8849e-06     	|1              	|  7.8849e-06     	|  1.457e-06      	|
configure_callbacks                	|  5.2099e-06     	|1              	|  5.2099e-06     	|  9.6273e-07     	|
on_train_dataloader                	|  5.18e-06       	|1              	|  5.18e-06       	|  9.572e-07      	|
configure_sharded_model            	|  5.17e-06       	|1              	|  5.17e-06       	|  9.5535e-07     	|
on_val_dataloader                  	|  4.448e-06      	|1              	|  4.448e-06      	|  8.2193e-07     	|
