# Computation times **04:27.809** total execution time for 8 files **from auto_examples/unfolded**: | Example | Time | Mem (MB) | |------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|-----------|------------| | [Reducing the memory and computational complexity of unfolded network training](https://deepinv.org/auto_examples/unfolded/demo_unfolded_constant_memory.html.md#sphx-glr-auto-examples-unfolded-demo-unfolded-constant-memory-py) (`demo_unfolded_constant_memory.py`) | 02:09.468 | 0 | | [Deep Equilibrium (DEQ) algorithms for image deblurring](https://deepinv.org/auto_examples/unfolded/demo_DEQ.html.md#sphx-glr-auto-examples-unfolded-demo-deq-py) (`demo_DEQ.py`) | 00:51.066 | 0 | | [Vanilla Unfolded algorithm for super-resolution](https://deepinv.org/auto_examples/unfolded/demo_vanilla_unfolded.html.md#sphx-glr-auto-examples-unfolded-demo-vanilla-unfolded-py) (`demo_vanilla_unfolded.py`) | 00:31.897 | 0 | | [Learned Primal-Dual algorithm for CT scan.](https://deepinv.org/auto_examples/unfolded/demo_learned_primal_dual.html.md#sphx-glr-auto-examples-unfolded-demo-learned-primal-dual-py) (`demo_learned_primal_dual.py`) | 00:17.632 | 0 | | [Learned Iterative Soft-Thresholding Algorithm (LISTA) for compressed sensing](https://deepinv.org/auto_examples/unfolded/demo_LISTA.html.md#sphx-glr-auto-examples-unfolded-demo-lista-py) (`demo_LISTA.py`) | 00:15.213 | 0 | | [Unfolded Chambolle-Pock for constrained image inpainting](https://deepinv.org/auto_examples/unfolded/demo_unfolded_constrained_LISTA.html.md#sphx-glr-auto-examples-unfolded-demo-unfolded-constrained-lista-py) (`demo_unfolded_constrained_LISTA.py`) | 00:12.983 | 0 | | [Learned iterative custom prior](https://deepinv.org/auto_examples/unfolded/demo_custom_prior_unfolded.html.md#sphx-glr-auto-examples-unfolded-demo-custom-prior-unfolded-py) (`demo_custom_prior_unfolded.py`) | 00:08.847 | 0 | | [DEAL denoising and reconstruction](https://deepinv.org/auto_examples/unfolded/demo_deal.html.md#sphx-glr-auto-examples-unfolded-demo-deal-py) (`demo_deal.py`) | 00:00.704 | 0 |