FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  392.75         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  14.749         	|25             	|  368.73         	|  93.882         	|
run_training_batch                 	|  0.35615        	|1000           	|  356.15         	|  90.682         	|
optimizer_step_with_closure_0      	|  0.35341        	|1000           	|  353.41         	|  89.983         	|
training_step_and_backward         	|  0.2763         	|1000           	|  276.3          	|  70.349         	|
model_forward                      	|  0.16309        	|1000           	|  163.09         	|  41.526         	|
training_step                      	|  0.16296        	|1000           	|  162.96         	|  41.491         	|
backward                           	|  0.11191        	|1000           	|  111.91         	|  28.494         	|
get_train_batch                    	|  0.0042162      	|1025           	|  4.3217         	|  1.1004         	|
fetch_next_train_batch             	|  0.0041989      	|1025           	|  4.3038         	|  1.0958         	|
zero_grad                          	|  0.0012699      	|1000           	|  1.2699         	|  0.32334        	|
on_train_batch_end                 	|  0.0011936      	|1000           	|  1.1936         	|  0.30392        	|
training_batch_to_device           	|  0.00023269     	|1000           	|  0.23269        	|  0.059246       	|
on_train_batch_start               	|  9.0542e-05     	|1000           	|  0.090542       	|  0.023053       	|
on_train_end                       	|  0.023819       	|1              	|  0.023819       	|  0.0060645      	|
on_pretrain_routine_start          	|  0.02279        	|1              	|  0.02279        	|  0.0058027      	|
on_batch_start                     	|  1.4915e-05     	|1000           	|  0.014915       	|  0.0037976      	|
on_before_zero_grad                	|  1.3379e-05     	|1000           	|  0.013379       	|  0.0034064      	|
on_batch_end                       	|  1.316e-05      	|1000           	|  0.01316        	|  0.0033507      	|
on_after_backward                  	|  1.1388e-05     	|1000           	|  0.011388       	|  0.0028997      	|
on_before_backward                 	|  1.1165e-05     	|1000           	|  0.011165       	|  0.0028427      	|
on_before_optimizer_step           	|  9.9925e-06     	|1000           	|  0.0099925      	|  0.0025442      	|
configure_optimizers               	|  0.0087526      	|1              	|  0.0087526      	|  0.0022285      	|
on_train_epoch_start               	|  0.00034073     	|25             	|  0.0085182      	|  0.0021688      	|
on_train_epoch_end                 	|  0.00027823     	|25             	|  0.0069557      	|  0.001771       	|
training_step_end                  	|  6.1097e-06     	|1000           	|  0.0061097      	|  0.0015556      	|
on_train_start                     	|  0.00070187     	|1              	|  0.00070187     	|  0.00017871     	|
on_epoch_start                     	|  1.07e-05       	|25             	|  0.00026749     	|  6.8107e-05     	|
on_epoch_end                       	|  1.0617e-05     	|25             	|  0.00026543     	|  6.7581e-05     	|
on_fit_end                         	|  2.3855e-05     	|1              	|  2.3855e-05     	|  6.0738e-06     	|
on_before_accelerator_backend_setup	|  2.2843e-05     	|1              	|  2.2843e-05     	|  5.8161e-06     	|
on_fit_start                       	|  1.8484e-05     	|1              	|  1.8484e-05     	|  4.7063e-06     	|
setup                              	|  1.4898e-05     	|1              	|  1.4898e-05     	|  3.7932e-06     	|
on_configure_sharded_model         	|  1.4156e-05     	|1              	|  1.4156e-05     	|  3.6043e-06     	|
teardown                           	|  1.0108e-05     	|1              	|  1.0108e-05     	|  2.5736e-06     	|
on_pretrain_routine_end            	|  9.7881e-06     	|1              	|  9.7881e-06     	|  2.4922e-06     	|
prepare_data                       	|  7.864e-06      	|1              	|  7.864e-06      	|  2.0023e-06     	|
configure_callbacks                	|  6.6119e-06     	|1              	|  6.6119e-06     	|  1.6835e-06     	|
on_val_dataloader                  	|  4.648e-06      	|1              	|  4.648e-06      	|  1.1834e-06     	|
configure_sharded_model            	|  4.538e-06      	|1              	|  4.538e-06      	|  1.1554e-06     	|
on_train_dataloader                	|  4.068e-06      	|1              	|  4.068e-06      	|  1.0358e-06     	|
