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Refactoring of perceptual metrics #291

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Refactoring of perceptual metrics #291

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zakajd
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@zakajd zakajd commented Feb 6, 2022 •
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Closes #261

Proposed Changes

  • Move LPIPS and DISTS into separate files
  • Mover test for LPIPS and DISTS into separate files
  • Do not inherit LPIPS and DISTS from StyleLoss class and re-implement all required (and simplified!) logic inside them
  • Add enable_grad flag to enable or disable gradients computation. Useful when using them as metrics, not loss functions.
  • Add tests to compare with reference implementations.
  • Validate why results of our LPIPS and original one differ
  • Validate failing test in DISTS

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Kudos, SonarCloud Quality Gate passed!    Quality Gate passed

Bug A 0 Bugs
Vulnerability A 0 Vulnerabilities
Security Hotspot A 0 Security Hotspots
Code Smell A 1 Code Smell

No Coverage information No Coverage information
0.0% 0.0% Duplication

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sonarqubecloud bot commented Apr 9, 2022

Kudos, SonarCloud Quality Gate passed!    Quality Gate passed

Bug A 0 Bugs
Vulnerability A 0 Vulnerabilities
Security Hotspot A 0 Security Hotspots
Code Smell A 0 Code Smells

No Coverage information No Coverage information
0.0% 0.0% Duplication

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sonarqubecloud bot commented Sep 5, 2022

Kudos, SonarCloud Quality Gate passed!    Quality Gate passed

Bug A 0 Bugs
Vulnerability A 0 Vulnerabilities
Security Hotspot A 0 Security Hotspots
Code Smell A 0 Code Smells

No Coverage information No Coverage information
0.0% 0.0% Duplication

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Successfully merging this pull request may close these issues.

Semantic discrepancy between DISTS and ContentLoss parameters
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@zakajd @bonlime