FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  343.68         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  15.761         	|21             	|  330.97         	|  96.302         	|
run_training_batch                 	|  0.31696        	|1000           	|  316.96         	|  92.224         	|
optimizer_step_with_closure_0      	|  0.31414        	|1000           	|  314.14         	|  91.403         	|
training_step_and_backward         	|  0.24074        	|1000           	|  240.74         	|  70.047         	|
backward                           	|  0.12076        	|1000           	|  120.76         	|  35.136         	|
model_forward                      	|  0.11838        	|1000           	|  118.38         	|  34.446         	|
training_step                      	|  0.11818        	|1000           	|  118.18         	|  34.388         	|
get_train_batch                    	|  0.0046121      	|1021           	|  4.709          	|  1.3702         	|
fetch_next_train_batch             	|  0.0045912      	|1021           	|  4.6876         	|  1.3639         	|
on_train_batch_end                 	|  0.0019228      	|1000           	|  1.9228         	|  0.55948        	|
zero_grad                          	|  0.0015646      	|1000           	|  1.5646         	|  0.45526        	|
training_batch_to_device           	|  0.0002938      	|1000           	|  0.2938         	|  0.085485       	|
on_train_batch_start               	|  0.00011023     	|1000           	|  0.11023        	|  0.032073       	|
on_train_end                       	|  0.024379       	|1              	|  0.024379       	|  0.0070936      	|
on_after_backward                  	|  2.4114e-05     	|1000           	|  0.024114       	|  0.0070164      	|
on_pretrain_routine_start          	|  0.023993       	|1              	|  0.023993       	|  0.0069813      	|
on_batch_start                     	|  2.0745e-05     	|1000           	|  0.020745       	|  0.0060361      	|
on_before_backward                 	|  1.5893e-05     	|1000           	|  0.015893       	|  0.0046243      	|
on_before_zero_grad                	|  1.5344e-05     	|1000           	|  0.015344       	|  0.0044645      	|
on_batch_end                       	|  1.4844e-05     	|1000           	|  0.014844       	|  0.0043192      	|
on_before_optimizer_step           	|  1.4229e-05     	|1000           	|  0.014229       	|  0.0041401      	|
on_train_epoch_start               	|  0.00049671     	|21             	|  0.010431       	|  0.0030351      	|
on_train_epoch_end                 	|  0.0004749      	|21             	|  0.0099729      	|  0.0029018      	|
configure_optimizers               	|  0.0077595      	|1              	|  0.0077595      	|  0.0022578      	|
training_step_end                  	|  7.201e-06      	|1000           	|  0.007201       	|  0.0020952      	|
on_train_start                     	|  0.0019847      	|1              	|  0.0019847      	|  0.00057748     	|
on_epoch_end                       	|  1.1889e-05     	|21             	|  0.00024967     	|  7.2646e-05     	|
on_epoch_start                     	|  1.1055e-05     	|21             	|  0.00023216     	|  6.7552e-05     	|
setup                              	|  2.9869e-05     	|1              	|  2.9869e-05     	|  8.6909e-06     	|
on_fit_end                         	|  2.591e-05      	|1              	|  2.591e-05      	|  7.539e-06      	|
on_before_accelerator_backend_setup	|  2.432e-05      	|1              	|  2.432e-05      	|  7.0763e-06     	|
on_configure_sharded_model         	|  1.8123e-05     	|1              	|  1.8123e-05     	|  5.2732e-06     	|
on_fit_start                       	|  1.7526e-05     	|1              	|  1.7526e-05     	|  5.0995e-06     	|
on_pretrain_routine_end            	|  1.6099e-05     	|1              	|  1.6099e-05     	|  4.6843e-06     	|
teardown                           	|  1.5019e-05     	|1              	|  1.5019e-05     	|  4.37e-06       	|
prepare_data                       	|  1.2852e-05     	|1              	|  1.2852e-05     	|  3.7395e-06     	|
on_train_dataloader                	|  1.2555e-05     	|1              	|  1.2555e-05     	|  3.6531e-06     	|
on_val_dataloader                  	|  1.1756e-05     	|1              	|  1.1756e-05     	|  3.4206e-06     	|
configure_sharded_model            	|  8.105e-06      	|1              	|  8.105e-06      	|  2.3583e-06     	|
configure_callbacks                	|  6.2551e-06     	|1              	|  6.2551e-06     	|  1.82e-06       	|
