FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  452.7          	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.1346         	|200            	|  426.91         	|  94.303         	|
run_training_batch                 	|  0.35641        	|1000           	|  356.41         	|  78.729         	|
optimizer_step_with_closure_0      	|  0.35376        	|1000           	|  353.76         	|  78.144         	|
training_step_and_backward         	|  0.27607        	|1000           	|  276.07         	|  60.982         	|
model_forward                      	|  0.16314        	|1000           	|  163.14         	|  36.037         	|
training_step                      	|  0.16299        	|1000           	|  162.99         	|  36.005         	|
backward                           	|  0.11158        	|1000           	|  111.58         	|  24.647         	|
get_train_batch                    	|  0.016478       	|1200           	|  19.773         	|  4.3678         	|
fetch_next_train_batch             	|  0.016452       	|1200           	|  19.743         	|  4.3611         	|
zero_grad                          	|  0.0013177      	|1000           	|  1.3177         	|  0.29108        	|
on_train_batch_end                 	|  0.0012329      	|1000           	|  1.2329         	|  0.27234        	|
training_batch_to_device           	|  0.00034295     	|1000           	|  0.34295        	|  0.075757       	|
on_train_batch_start               	|  9.6701e-05     	|1000           	|  0.096701       	|  0.021361       	|
on_train_epoch_start               	|  0.00027173     	|200            	|  0.054345       	|  0.012005       	|
on_train_epoch_end                 	|  0.00024477     	|200            	|  0.048955       	|  0.010814       	|
on_train_end                       	|  0.024211       	|1              	|  0.024211       	|  0.0053482      	|
on_batch_start                     	|  2.3367e-05     	|1000           	|  0.023367       	|  0.0051617      	|
on_pretrain_routine_start          	|  0.022621       	|1              	|  0.022621       	|  0.004997       	|
on_before_zero_grad                	|  1.6404e-05     	|1000           	|  0.016404       	|  0.0036237      	|
on_batch_end                       	|  1.4249e-05     	|1000           	|  0.014249       	|  0.0031476      	|
on_before_backward                 	|  1.1789e-05     	|1000           	|  0.011789       	|  0.0026042      	|
on_before_optimizer_step           	|  1.1707e-05     	|1000           	|  0.011707       	|  0.0025861      	|
on_after_backward                  	|  1.1323e-05     	|1000           	|  0.011323       	|  0.0025012      	|
configure_optimizers               	|  0.0083705      	|1              	|  0.0083705      	|  0.001849       	|
training_step_end                  	|  6.5472e-06     	|1000           	|  0.0065472      	|  0.0014462      	|
on_epoch_start                     	|  1.0775e-05     	|200            	|  0.0021551      	|  0.00047605     	|
on_epoch_end                       	|  1.0691e-05     	|200            	|  0.0021381      	|  0.00047231     	|
on_train_start                     	|  0.00078926     	|1              	|  0.00078926     	|  0.00017434     	|
on_fit_end                         	|  2.2372e-05     	|1              	|  2.2372e-05     	|  4.9419e-06     	|
on_before_accelerator_backend_setup	|  2.161e-05      	|1              	|  2.161e-05      	|  4.7735e-06     	|
on_fit_start                       	|  1.7523e-05     	|1              	|  1.7523e-05     	|  3.8708e-06     	|
on_configure_sharded_model         	|  1.3906e-05     	|1              	|  1.3906e-05     	|  3.0718e-06     	|
setup                              	|  1.3405e-05     	|1              	|  1.3405e-05     	|  2.9611e-06     	|
teardown                           	|  1.082e-05      	|1              	|  1.082e-05      	|  2.3901e-06     	|
on_pretrain_routine_end            	|  1.0059e-05     	|1              	|  1.0059e-05     	|  2.222e-06      	|
prepare_data                       	|  7.704e-06      	|1              	|  7.704e-06      	|  1.7018e-06     	|
configure_callbacks                	|  6.211e-06      	|1              	|  6.211e-06      	|  1.372e-06      	|
on_val_dataloader                  	|  4.499e-06      	|1              	|  4.499e-06      	|  9.9381e-07     	|
on_train_dataloader                	|  4.299e-06      	|1              	|  4.299e-06      	|  9.4963e-07     	|
configure_sharded_model            	|  4.278e-06      	|1              	|  4.278e-06      	|  9.45e-07       	|
