FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1389.5         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.7418         	|500            	|  1370.9         	|  98.662         	|
run_training_batch                 	|  0.28698        	|1000           	|  286.98         	|  20.653         	|
optimizer_step_with_closure_0      	|  0.28305        	|1000           	|  283.05         	|  20.371         	|
training_step_and_backward         	|  0.2156         	|1000           	|  215.6          	|  15.517         	|
get_train_batch                    	|  0.12458        	|1500           	|  186.87         	|  13.449         	|
fetch_next_train_batch             	|  0.12454        	|1500           	|  186.81         	|  13.444         	|
model_forward                      	|  0.11013        	|1000           	|  110.13         	|  7.9262         	|
training_step                      	|  0.1099         	|1000           	|  109.9          	|  7.9096         	|
backward                           	|  0.1038         	|1000           	|  103.8          	|  7.4705         	|
on_train_batch_end                 	|  0.0024503      	|1000           	|  2.4503         	|  0.17635        	|
zero_grad                          	|  0.001623       	|1000           	|  1.623          	|  0.11681        	|
training_batch_to_device           	|  0.00068225     	|1000           	|  0.68225        	|  0.049101       	|
on_train_epoch_start               	|  0.00038118     	|500            	|  0.19059        	|  0.013716       	|
on_train_epoch_end                 	|  0.00034959     	|500            	|  0.1748         	|  0.01258        	|
on_train_batch_start               	|  0.00011392     	|1000           	|  0.11392        	|  0.008199       	|
on_batch_start                     	|  4.8858e-05     	|1000           	|  0.048858       	|  0.0035163      	|
on_train_end                       	|  0.044561       	|1              	|  0.044561       	|  0.003207       	|
on_after_backward                  	|  2.9146e-05     	|1000           	|  0.029146       	|  0.0020976      	|
on_before_zero_grad                	|  2.4075e-05     	|1000           	|  0.024075       	|  0.0017326      	|
on_pretrain_routine_start          	|  0.024065       	|1              	|  0.024065       	|  0.0017319      	|
on_batch_end                       	|  1.8462e-05     	|1000           	|  0.018462       	|  0.0013287      	|
on_before_optimizer_step           	|  1.7837e-05     	|1000           	|  0.017837       	|  0.0012837      	|
on_before_backward                 	|  1.4487e-05     	|1000           	|  0.014487       	|  0.0010426      	|
configure_optimizers               	|  0.011203       	|1              	|  0.011203       	|  0.00080626     	|
training_step_end                  	|  8.8383e-06     	|1000           	|  0.0088383      	|  0.00063609     	|
on_epoch_end                       	|  1.196e-05      	|500            	|  0.00598        	|  0.00043037     	|
on_epoch_start                     	|  1.1622e-05     	|500            	|  0.0058108      	|  0.0004182      	|
on_train_start                     	|  0.0012692      	|1              	|  0.0012692      	|  9.1345e-05     	|
on_fit_end                         	|  5.4335e-05     	|1              	|  5.4335e-05     	|  3.9105e-06     	|
on_fit_start                       	|  4.6259e-05     	|1              	|  4.6259e-05     	|  3.3292e-06     	|
setup                              	|  2.6258e-05     	|1              	|  2.6258e-05     	|  1.8897e-06     	|
on_before_accelerator_backend_setup	|  2.3006e-05     	|1              	|  2.3006e-05     	|  1.6557e-06     	|
on_configure_sharded_model         	|  2.1057e-05     	|1              	|  2.1057e-05     	|  1.5155e-06     	|
on_pretrain_routine_end            	|  1.9141e-05     	|1              	|  1.9141e-05     	|  1.3775e-06     	|
teardown                           	|  1.6581e-05     	|1              	|  1.6581e-05     	|  1.1933e-06     	|
on_val_dataloader                  	|  1.0462e-05     	|1              	|  1.0462e-05     	|  7.5298e-07     	|
configure_callbacks                	|  8.3428e-06     	|1              	|  8.3428e-06     	|  6.0042e-07     	|
on_train_dataloader                	|  8.0206e-06     	|1              	|  8.0206e-06     	|  5.7723e-07     	|
prepare_data                       	|  7.8045e-06     	|1              	|  7.8045e-06     	|  5.6168e-07     	|
configure_sharded_model            	|  7.5456e-06     	|1              	|  7.5456e-06     	|  5.4305e-07     	|
