FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  698.13         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  3.9939         	|167            	|  666.99         	|  95.54          	|
run_training_batch                 	|  0.26917        	|1000           	|  269.17         	|  38.555         	|
optimizer_step_with_closure_0      	|  0.26529        	|1000           	|  265.29         	|  38.0           	|
training_step_and_backward         	|  0.19732        	|1000           	|  197.32         	|  28.264         	|
model_forward                      	|  0.10161        	|1000           	|  101.61         	|  14.555         	|
training_step                      	|  0.10143        	|1000           	|  101.43         	|  14.529         	|
backward                           	|  0.094166       	|1000           	|  94.166         	|  13.488         	|
get_train_batch                    	|  0.063659       	|1167           	|  74.291         	|  10.641         	|
fetch_next_train_batch             	|  0.063632       	|1167           	|  74.259         	|  10.637         	|
on_train_end                       	|  2.1874         	|1              	|  2.1874         	|  0.31333        	|
on_train_batch_end                 	|  0.0018787      	|1000           	|  1.8787         	|  0.26911        	|
zero_grad                          	|  0.0015137      	|1000           	|  1.5137         	|  0.21682        	|
training_batch_to_device           	|  0.00036867     	|1000           	|  0.36867        	|  0.052808       	|
on_train_batch_start               	|  9.5193e-05     	|1000           	|  0.095193       	|  0.013636       	|
on_train_epoch_end                 	|  0.00038928     	|167            	|  0.06501        	|  0.009312       	|
on_train_epoch_start               	|  0.00032904     	|167            	|  0.05495        	|  0.0078711      	|
on_batch_start                     	|  2.6849e-05     	|1000           	|  0.026849       	|  0.0038459      	|
on_pretrain_routine_start          	|  0.021381       	|1              	|  0.021381       	|  0.0030626      	|
on_after_backward                  	|  1.8728e-05     	|1000           	|  0.018728       	|  0.0026826      	|
on_before_zero_grad                	|  1.6506e-05     	|1000           	|  0.016506       	|  0.0023643      	|
on_batch_end                       	|  1.5672e-05     	|1000           	|  0.015672       	|  0.0022449      	|
configure_optimizers               	|  0.01272        	|1              	|  0.01272        	|  0.001822       	|
on_before_optimizer_step           	|  1.1667e-05     	|1000           	|  0.011667       	|  0.0016711      	|
on_before_backward                 	|  1.1605e-05     	|1000           	|  0.011605       	|  0.0016623      	|
training_step_end                  	|  7.136e-06      	|1000           	|  0.007136       	|  0.0010222      	|
on_epoch_start                     	|  1.1625e-05     	|167            	|  0.0019414      	|  0.00027809     	|
on_epoch_end                       	|  1.13e-05       	|167            	|  0.001887       	|  0.0002703      	|
on_train_start                     	|  0.0017508      	|1              	|  0.0017508      	|  0.00025079     	|
on_fit_start                       	|  4.2228e-05     	|1              	|  4.2228e-05     	|  6.0488e-06     	|
on_fit_end                         	|  2.8241e-05     	|1              	|  2.8241e-05     	|  4.0453e-06     	|
on_before_accelerator_backend_setup	|  2.8003e-05     	|1              	|  2.8003e-05     	|  4.0112e-06     	|
setup                              	|  2.4298e-05     	|1              	|  2.4298e-05     	|  3.4805e-06     	|
on_configure_sharded_model         	|  2.3199e-05     	|1              	|  2.3199e-05     	|  3.3231e-06     	|
teardown                           	|  1.5456e-05     	|1              	|  1.5456e-05     	|  2.214e-06      	|
on_pretrain_routine_end            	|  1.0952e-05     	|1              	|  1.0952e-05     	|  1.5688e-06     	|
configure_callbacks                	|  1.0533e-05     	|1              	|  1.0533e-05     	|  1.5088e-06     	|
configure_sharded_model            	|  9.1568e-06     	|1              	|  9.1568e-06     	|  1.3116e-06     	|
prepare_data                       	|  8.8215e-06     	|1              	|  8.8215e-06     	|  1.2636e-06     	|
on_train_dataloader                	|  7.3295e-06     	|1              	|  7.3295e-06     	|  1.0499e-06     	|
on_val_dataloader                  	|  6.5267e-06     	|1              	|  6.5267e-06     	|  9.3489e-07     	|
