FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  463.33         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  0.881          	|500            	|  440.5          	|  95.073         	|
run_training_batch                 	|  0.28986        	|1000           	|  289.86         	|  62.561         	|
optimizer_step_with_closure_0      	|  0.28719        	|1000           	|  287.19         	|  61.985         	|
training_step_and_backward         	|  0.21822        	|1000           	|  218.22         	|  47.099         	|
model_forward                      	|  0.13245        	|1000           	|  132.45         	|  28.587         	|
training_step                      	|  0.13228        	|1000           	|  132.28         	|  28.551         	|
backward                           	|  0.08438        	|1000           	|  84.38          	|  18.212         	|
get_train_batch                    	|  0.028603       	|1500           	|  42.905         	|  9.2602         	|
fetch_next_train_batch             	|  0.02857        	|1500           	|  42.855         	|  9.2494         	|
zero_grad                          	|  0.0013614      	|1000           	|  1.3614         	|  0.29383        	|
on_train_batch_end                 	|  0.0013172      	|1000           	|  1.3172         	|  0.2843         	|
training_batch_to_device           	|  0.00060022     	|1000           	|  0.60022        	|  0.12955        	|
on_train_epoch_start               	|  0.00027442     	|500            	|  0.13721        	|  0.029614       	|
on_train_epoch_end                 	|  0.00027007     	|500            	|  0.13504        	|  0.029145       	|
on_train_batch_start               	|  0.00010694     	|1000           	|  0.10694        	|  0.023082       	|
on_batch_start                     	|  3.6613e-05     	|1000           	|  0.036613       	|  0.0079022      	|
on_train_end                       	|  0.023783       	|1              	|  0.023783       	|  0.0051331      	|
on_pretrain_routine_start          	|  0.023442       	|1              	|  0.023442       	|  0.0050595      	|
on_before_zero_grad                	|  1.9916e-05     	|1000           	|  0.019916       	|  0.0042985      	|
on_batch_end                       	|  1.3722e-05     	|1000           	|  0.013722       	|  0.0029617      	|
on_after_backward                  	|  1.2192e-05     	|1000           	|  0.012192       	|  0.0026315      	|
on_before_optimizer_step           	|  1.208e-05      	|1000           	|  0.01208        	|  0.0026072      	|
on_before_backward                 	|  1.0584e-05     	|1000           	|  0.010584       	|  0.0022843      	|
configure_optimizers               	|  0.0082971      	|1              	|  0.0082971      	|  0.0017908      	|
training_step_end                  	|  7.3394e-06     	|1000           	|  0.0073394      	|  0.0015841      	|
on_epoch_start                     	|  1.0964e-05     	|500            	|  0.0054818      	|  0.0011832      	|
on_epoch_end                       	|  1.0106e-05     	|500            	|  0.0050532      	|  0.0010906      	|
on_train_start                     	|  0.00071872     	|1              	|  0.00071872     	|  0.00015512     	|
on_fit_end                         	|  2.2883e-05     	|1              	|  2.2883e-05     	|  4.9388e-06     	|
on_before_accelerator_backend_setup	|  2.0329e-05     	|1              	|  2.0329e-05     	|  4.3876e-06     	|
on_fit_start                       	|  1.637e-05      	|1              	|  1.637e-05      	|  3.5331e-06     	|
setup                              	|  1.4558e-05     	|1              	|  1.4558e-05     	|  3.1421e-06     	|
on_configure_sharded_model         	|  1.4517e-05     	|1              	|  1.4517e-05     	|  3.1332e-06     	|
teardown                           	|  1.0749e-05     	|1              	|  1.0749e-05     	|  2.32e-06       	|
on_pretrain_routine_end            	|  9.537e-06      	|1              	|  9.537e-06      	|  2.0584e-06     	|
prepare_data                       	|  7.103e-06      	|1              	|  7.103e-06      	|  1.533e-06      	|
configure_sharded_model            	|  4.9389e-06     	|1              	|  4.9389e-06     	|  1.066e-06      	|
configure_callbacks                	|  4.8591e-06     	|1              	|  4.8591e-06     	|  1.0487e-06     	|
on_val_dataloader                  	|  4.299e-06      	|1              	|  4.299e-06      	|  9.2785e-07     	|
on_train_dataloader                	|  4.278e-06      	|1              	|  4.278e-06      	|  9.2333e-07     	|
