FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  510.51         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  0.97436        	|500            	|  487.18         	|  95.431         	|
run_training_batch                 	|  0.33297        	|1000           	|  332.97         	|  65.224         	|
optimizer_step_with_closure_0      	|  0.33027        	|1000           	|  330.27         	|  64.694         	|
training_step_and_backward         	|  0.24646        	|1000           	|  246.46         	|  48.277         	|
model_forward                      	|  0.15329        	|1000           	|  153.29         	|  30.027         	|
training_step                      	|  0.15313        	|1000           	|  153.13         	|  29.995         	|
backward                           	|  0.091752       	|1000           	|  91.752         	|  17.973         	|
get_train_batch                    	|  0.029355       	|1500           	|  44.032         	|  8.6253         	|
fetch_next_train_batch             	|  0.029322       	|1500           	|  43.982         	|  8.6155         	|
zero_grad                          	|  0.0013785      	|1000           	|  1.3785         	|  0.27002        	|
on_train_batch_end                 	|  0.0013309      	|1000           	|  1.3309         	|  0.2607         	|
training_batch_to_device           	|  0.00059248     	|1000           	|  0.59248        	|  0.11606        	|
on_train_epoch_start               	|  0.00027385     	|500            	|  0.13692        	|  0.026821       	|
on_train_epoch_end                 	|  0.00026831     	|500            	|  0.13415        	|  0.026278       	|
on_train_batch_start               	|  0.00010562     	|1000           	|  0.10562        	|  0.020688       	|
on_batch_start                     	|  3.3242e-05     	|1000           	|  0.033242       	|  0.0065116      	|
on_train_end                       	|  0.024009       	|1              	|  0.024009       	|  0.004703       	|
on_pretrain_routine_start          	|  0.022506       	|1              	|  0.022506       	|  0.0044085      	|
on_before_zero_grad                	|  2.1487e-05     	|1000           	|  0.021487       	|  0.0042089      	|
on_batch_end                       	|  1.4015e-05     	|1000           	|  0.014015       	|  0.0027454      	|
on_before_optimizer_step           	|  1.2432e-05     	|1000           	|  0.012432       	|  0.0024353      	|
on_before_backward                 	|  1.2255e-05     	|1000           	|  0.012255       	|  0.0024006      	|
on_after_backward                  	|  1.2027e-05     	|1000           	|  0.012027       	|  0.002356       	|
configure_optimizers               	|  0.0085621      	|1              	|  0.0085621      	|  0.0016772      	|
training_step_end                  	|  8.0126e-06     	|1000           	|  0.0080126      	|  0.0015695      	|
on_epoch_start                     	|  1.0762e-05     	|500            	|  0.0053808      	|  0.001054       	|
on_epoch_end                       	|  1.0276e-05     	|500            	|  0.0051379      	|  0.0010064      	|
on_train_start                     	|  0.00070864     	|1              	|  0.00070864     	|  0.00013881     	|
on_before_accelerator_backend_setup	|  2.3654e-05     	|1              	|  2.3654e-05     	|  4.6334e-06     	|
on_fit_end                         	|  2.1901e-05     	|1              	|  2.1901e-05     	|  4.2901e-06     	|
on_fit_start                       	|  1.7432e-05     	|1              	|  1.7432e-05     	|  3.4147e-06     	|
setup                              	|  1.3635e-05     	|1              	|  1.3635e-05     	|  2.6709e-06     	|
on_configure_sharded_model         	|  1.3616e-05     	|1              	|  1.3616e-05     	|  2.6671e-06     	|
teardown                           	|  1.0941e-05     	|1              	|  1.0941e-05     	|  2.1432e-06     	|
on_pretrain_routine_end            	|  1.087e-05      	|1              	|  1.087e-05      	|  2.1293e-06     	|
prepare_data                       	|  7.6441e-06     	|1              	|  7.6441e-06     	|  1.4974e-06     	|
configure_callbacks                	|  5.1201e-06     	|1              	|  5.1201e-06     	|  1.0029e-06     	|
on_val_dataloader                  	|  4.739e-06      	|1              	|  4.739e-06      	|  9.283e-07      	|
configure_sharded_model            	|  4.418e-06      	|1              	|  4.418e-06      	|  8.6541e-07     	|
on_train_dataloader                	|  4.357e-06      	|1              	|  4.357e-06      	|  8.5346e-07     	|
