FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  755.77         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  3.6651         	|200            	|  733.02         	|  96.989         	|
run_training_batch                 	|  0.31292        	|1000           	|  312.92         	|  41.404         	|
optimizer_step_with_closure_0      	|  0.30888        	|1000           	|  308.88         	|  40.87          	|
training_step_and_backward         	|  0.23986        	|1000           	|  239.86         	|  31.738         	|
model_forward                      	|  0.1204         	|1000           	|  120.4          	|  15.931         	|
training_step                      	|  0.12016        	|1000           	|  120.16         	|  15.899         	|
backward                           	|  0.11776        	|1000           	|  117.76         	|  15.582         	|
get_train_batch                    	|  0.067473       	|1200           	|  80.968         	|  10.713         	|
fetch_next_train_batch             	|  0.067436       	|1200           	|  80.923         	|  10.707         	|
on_train_batch_end                 	|  0.0029749      	|1000           	|  2.9749         	|  0.39362        	|
zero_grad                          	|  0.001659       	|1000           	|  1.659          	|  0.21951        	|
training_batch_to_device           	|  0.00047838     	|1000           	|  0.47838        	|  0.063297       	|
on_train_batch_start               	|  0.00010764     	|1000           	|  0.10764        	|  0.014242       	|
on_train_epoch_end                 	|  0.00042143     	|200            	|  0.084287       	|  0.011152       	|
on_train_epoch_start               	|  0.00040997     	|200            	|  0.081995       	|  0.010849       	|
on_train_end                       	|  0.059956       	|1              	|  0.059956       	|  0.0079331      	|
on_pretrain_routine_start          	|  0.040523       	|1              	|  0.040523       	|  0.0053619      	|
on_batch_start                     	|  3.6838e-05     	|1000           	|  0.036838       	|  0.0048742      	|
on_after_backward                  	|  3.1674e-05     	|1000           	|  0.031674       	|  0.004191       	|
on_before_zero_grad                	|  2.2624e-05     	|1000           	|  0.022624       	|  0.0029935      	|
on_batch_end                       	|  1.9497e-05     	|1000           	|  0.019497       	|  0.0025797      	|
configure_optimizers               	|  0.017194       	|1              	|  0.017194       	|  0.002275       	|
on_before_backward                 	|  1.5497e-05     	|1000           	|  0.015497       	|  0.0020505      	|
on_before_optimizer_step           	|  1.5483e-05     	|1000           	|  0.015483       	|  0.0020486      	|
training_step_end                  	|  9.9059e-06     	|1000           	|  0.0099059      	|  0.0013107      	|
on_epoch_end                       	|  1.3052e-05     	|200            	|  0.0026103      	|  0.00034539     	|
on_epoch_start                     	|  1.2072e-05     	|200            	|  0.0024144      	|  0.00031946     	|
on_train_start                     	|  0.0015922      	|1              	|  0.0015922      	|  0.00021067     	|
on_fit_start                       	|  7.3614e-05     	|1              	|  7.3614e-05     	|  9.7402e-06     	|
on_fit_end                         	|  5.2987e-05     	|1              	|  5.2987e-05     	|  7.0109e-06     	|
setup                              	|  4.7082e-05     	|1              	|  4.7082e-05     	|  6.2297e-06     	|
on_pretrain_routine_end            	|  2.682e-05      	|1              	|  2.682e-05      	|  3.5487e-06     	|
on_configure_sharded_model         	|  2.5032e-05     	|1              	|  2.5032e-05     	|  3.3121e-06     	|
on_before_accelerator_backend_setup	|  2.3726e-05     	|1              	|  2.3726e-05     	|  3.1394e-06     	|
teardown                           	|  1.5046e-05     	|1              	|  1.5046e-05     	|  1.9909e-06     	|
configure_callbacks                	|  1.4329e-05     	|1              	|  1.4329e-05     	|  1.896e-06      	|
on_val_dataloader                  	|  1.4005e-05     	|1              	|  1.4005e-05     	|  1.8531e-06     	|
on_train_dataloader                	|  1.394e-05      	|1              	|  1.394e-05      	|  1.8445e-06     	|
configure_sharded_model            	|  9.2741e-06     	|1              	|  9.2741e-06     	|  1.2271e-06     	|
prepare_data                       	|  9.2499e-06     	|1              	|  9.2499e-06     	|  1.2239e-06     	|
