# Computation times **02:48.367** total execution time for 14 files **from auto_examples/self-supervised-learning**: | Example | Time | Mem (MB) | |---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|-----------|------------| | [Self-supervised learning with Equivariant Splitting](https://deepinv.org/auto_examples/self-supervised-learning/demo_equivariant_splitting.html.md#sphx-glr-auto-examples-self-supervised-learning-demo-equivariant-splitting-py) (`demo_equivariant_splitting.py`) | 00:58.833 | 0 | | [Scan-specific zero-shot SSDU for MRI](https://deepinv.org/auto_examples/self-supervised-learning/demo_scan_specific.html.md#sphx-glr-auto-examples-self-supervised-learning-demo-scan-specific-py) (`demo_scan_specific.py`) | 00:39.077 | 0 | | [Self-supervised learning from incomplete measurements of multiple operators.](https://deepinv.org/auto_examples/self-supervised-learning/demo_multioperator_imaging.html.md#sphx-glr-auto-examples-self-supervised-learning-demo-multioperator-imaging-py) (`demo_multioperator_imaging.py`) | 00:23.383 | 0 | | [Low-field MRI denoising without ground truth](https://deepinv.org/auto_examples/self-supervised-learning/demo_lowfieldmri.html.md#sphx-glr-auto-examples-self-supervised-learning-demo-lowfieldmri-py) (`demo_lowfieldmri.py`) | 00:09.531 | 0 | | [Self-supervised learning with measurement splitting](https://deepinv.org/auto_examples/self-supervised-learning/demo_splitting_loss.html.md#sphx-glr-auto-examples-self-supervised-learning-demo-splitting-loss-py) (`demo_splitting_loss.py`) | 00:08.187 | 0 | | [Self-supervised denoising with the UNSURE loss.](https://deepinv.org/auto_examples/self-supervised-learning/demo_unsure.html.md#sphx-glr-auto-examples-self-supervised-learning-demo-unsure-py) (`demo_unsure.py`) | 00:06.659 | 0 | | [Self-supervised learning with Equivariant Imaging for MRI.](https://deepinv.org/auto_examples/self-supervised-learning/demo_equivariant_imaging.html.md#sphx-glr-auto-examples-self-supervised-learning-demo-equivariant-imaging-py) (`demo_equivariant_imaging.py`) | 00:05.963 | 0 | | [Ultrasound despeckling from B-mode images](https://deepinv.org/auto_examples/self-supervised-learning/demo_ultrasound_despeckling.html.md#sphx-glr-auto-examples-self-supervised-learning-demo-ultrasound-despeckling-py) (`demo_ultrasound_despeckling.py`) | 00:04.835 | 0 | | [Image transformations for Equivariant Imaging](https://deepinv.org/auto_examples/self-supervised-learning/demo_ei_transforms.html.md#sphx-glr-auto-examples-self-supervised-learning-demo-ei-transforms-py) (`demo_ei_transforms.py`) | 00:03.966 | 0 | | [Self-supervised MRI reconstruction with Artifact2Artifact](https://deepinv.org/auto_examples/self-supervised-learning/demo_artifact2artifact.html.md#sphx-glr-auto-examples-self-supervised-learning-demo-artifact2artifact-py) (`demo_artifact2artifact.py`) | 00:02.128 | 0 | | [Self-supervised denoising with the SURE loss.](https://deepinv.org/auto_examples/self-supervised-learning/demo_sure_denoising.html.md#sphx-glr-auto-examples-self-supervised-learning-demo-sure-denoising-py) (`demo_sure_denoising.py`) | 00:01.917 | 0 | | [Self-supervised denoising with the Neighbor2Neighbor loss.](https://deepinv.org/auto_examples/self-supervised-learning/demo_n2n_denoising.html.md#sphx-glr-auto-examples-self-supervised-learning-demo-n2n-denoising-py) (`demo_n2n_denoising.py`) | 00:01.847 | 0 | | [Poisson denoising using Poisson2Sparse](https://deepinv.org/auto_examples/self-supervised-learning/demo_poisson2sparse.html.md#sphx-glr-auto-examples-self-supervised-learning-demo-poisson2sparse-py) (`demo_poisson2sparse.py`) | 00:01.395 | 0 | | [Self-supervised denoising with the Generalized R2R loss.](https://deepinv.org/auto_examples/self-supervised-learning/demo_r2r_denoising.html.md#sphx-glr-auto-examples-self-supervised-learning-demo-r2r-denoising-py) (`demo_r2r_denoising.py`) | 00:00.646 | 0 |