FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1446.3         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.851          	|500            	|  1425.5         	|  98.558         	|
run_training_batch                 	|  0.38957        	|1000           	|  389.57         	|  26.935         	|
optimizer_step_with_closure_0      	|  0.38657        	|1000           	|  386.57         	|  26.728         	|
training_step_and_backward         	|  0.27586        	|1000           	|  275.86         	|  19.073         	|
get_train_batch                    	|  0.14234        	|1500           	|  213.51         	|  14.762         	|
fetch_next_train_batch             	|  0.1423         	|1500           	|  213.45         	|  14.758         	|
model_forward                      	|  0.14743        	|1000           	|  147.43         	|  10.193         	|
training_step                      	|  0.1472         	|1000           	|  147.2          	|  10.177         	|
backward                           	|  0.12666        	|1000           	|  126.66         	|  8.757          	|
on_train_batch_end                 	|  0.0021245      	|1000           	|  2.1245         	|  0.14689        	|
zero_grad                          	|  0.0017327      	|1000           	|  1.7327         	|  0.1198         	|
training_batch_to_device           	|  0.00071467     	|1000           	|  0.71467        	|  0.049413       	|
on_train_epoch_end                 	|  0.00034502     	|500            	|  0.17251        	|  0.011927       	|
on_train_epoch_start               	|  0.00032285     	|500            	|  0.16142        	|  0.011161       	|
on_train_batch_start               	|  0.00011378     	|1000           	|  0.11378        	|  0.0078667      	|
on_batch_start                     	|  4.8809e-05     	|1000           	|  0.048809       	|  0.0033747      	|
on_train_end                       	|  0.041008       	|1              	|  0.041008       	|  0.0028353      	|
on_before_zero_grad                	|  2.4886e-05     	|1000           	|  0.024886       	|  0.0017206      	|
on_after_backward                  	|  2.4328e-05     	|1000           	|  0.024328       	|  0.0016821      	|
on_pretrain_routine_start          	|  0.021805       	|1              	|  0.021805       	|  0.0015076      	|
on_batch_end                       	|  1.6929e-05     	|1000           	|  0.016929       	|  0.0011704      	|
on_before_optimizer_step           	|  1.5864e-05     	|1000           	|  0.015864       	|  0.0010969      	|
on_before_backward                 	|  1.5077e-05     	|1000           	|  0.015077       	|  0.0010424      	|
configure_optimizers               	|  0.010805       	|1              	|  0.010805       	|  0.00074707     	|
training_step_end                  	|  8.4476e-06     	|1000           	|  0.0084476      	|  0.00058407     	|
on_epoch_end                       	|  1.1582e-05     	|500            	|  0.0057912      	|  0.0004004      	|
on_epoch_start                     	|  1.1271e-05     	|500            	|  0.0056357      	|  0.00038966     	|
on_train_start                     	|  0.0027771      	|1              	|  0.0027771      	|  0.00019201     	|
on_fit_end                         	|  6.5988e-05     	|1              	|  6.5988e-05     	|  4.5624e-06     	|
on_fit_start                       	|  4.6581e-05     	|1              	|  4.6581e-05     	|  3.2206e-06     	|
on_before_accelerator_backend_setup	|  2.8944e-05     	|1              	|  2.8944e-05     	|  2.0012e-06     	|
on_configure_sharded_model         	|  2.3333e-05     	|1              	|  2.3333e-05     	|  1.6133e-06     	|
setup                              	|  2.2687e-05     	|1              	|  2.2687e-05     	|  1.5686e-06     	|
teardown                           	|  1.5959e-05     	|1              	|  1.5959e-05     	|  1.1034e-06     	|
on_pretrain_routine_end            	|  1.3735e-05     	|1              	|  1.3735e-05     	|  9.4965e-07     	|
on_val_dataloader                  	|  7.7412e-06     	|1              	|  7.7412e-06     	|  5.3523e-07     	|
configure_callbacks                	|  7.6964e-06     	|1              	|  7.6964e-06     	|  5.3214e-07     	|
prepare_data                       	|  7.5661e-06     	|1              	|  7.5661e-06     	|  5.2312e-07     	|
configure_sharded_model            	|  7.024e-06      	|1              	|  7.024e-06      	|  4.8564e-07     	|
on_train_dataloader                	|  5.4855e-06     	|1              	|  5.4855e-06     	|  3.7927e-07     	|
