v0.9.5

Metalhead v0.9.5

Diff since v0.9.4

Merged pull requests:

• CompatHelper: bump compat for Functors to 0.5, (keep existing compat) (#281) (@github-actions[bot])
• CompatHelper: bump compat for Flux to 0.16, (keep existing compat) (#284) (@github-actions[bot])

Closed issues:

• Lux.jl compatibility? (#282)

v0.9.4

Metalhead v0.9.4

Diff since v0.9.3

Merged pull requests:

• Fix link in the documentation to MobileNet models. (#273) (@dmolina)
• Fix broken links (#274) (@christiangnrd)
• CompatHelper: bump compat for JLD2 to 0.5, (keep existing compat) (#279) (@github-actions[bot])

Closed issues:

• question about SqueezeNet (#277)

v0.9.3

Metalhead v0.9.3

Diff since v0.9.2

Merged pull requests:

• Fix VGG dropout probability (#272) (@adrhill)

Closed issues:

• Default VGG dropout probability changed to zero (#271)

v0.9.2

Metalhead v0.9.2

Diff since v0.9.1

Merged pull requests:

• Deprecate older VGG API (#270) (@theabhirath)

Closed issues:

• VGG pretrained (#268)
• VGG has two "higher-level" functions (#269)

v0.9.1

Metalhead v0.9.1

Diff since v0.9.0

Merged pull requests:

• CompatHelper: add new compat entry for Statistics at version 1, (keep existing compat) (#255) (@github-actions[bot])
• CompatHelper: add new compat entry for LazyArtifacts at version 1, (keep existing compat) (#256) (@github-actions[bot])
• CompatHelper: add new compat entry for Artifacts at version 1, (keep existing compat) (#257) (@github-actions[bot])
• use julia-actions/cache in CI (#260) (@IanButterworth)
• Switch to (Re)TestItems (#262) (@ToucheSir)
• Fix docstring typos (#263) (@christiangnrd)
• Fix bug where MobileNetv2/3 return a MobileNetv1 (#265) (@darsnack)
• Move to Documenter 1.0 (and some miscellaneous fixes) (#266) (@theabhirath)

Closed issues:

• Cannot run EfficientNetv2 on gpu (#261)

v0.9.0

Metalhead v0.9.0

Diff since v0.8.3

Merged pull requests:

• Make CUDA an optional dependency (#253) (@mohamed82008)
• Update use of Flux._isactive in DropBlock to prevent deprecation warning (#254) (@theabhirath)

Closed issues:

• Make CUDA an optional dependency in Julia 1.9 (#250)
• Saving large models with JLD2 fails (#252)

v0.8.3

Metalhead v0.8.3

Diff since v0.8.2

Merged pull requests:

• Adding a more detailed introduction to the Layers module (#249) (@theabhirath)
• CompatHelper: bump compat for CUDA to 5, (keep existing compat) (#251) (@github-actions[bot])

v0.8.2

Metalhead v0.8.2

Diff since v0.8.1

Merged pull requests:

• Remove NNlibCUDA dependency to support Flux 0.14 (#248) (@christiangnrd)

v0.8.1

Metalhead v0.8.1

Diff since v0.8.0

Closed issues:

• No valid algorithm found for EfficientNet and EfficientNetv2 (#245)

Merged pull requests:

• CompatHelper: bump compat for NNlib to 0.9, (keep existing compat) (#244) (@github-actions[bot])
• CompatHelper: bump compat for Flux to 0.14, (keep existing compat) (#246) (@github-actions[bot])

v0.8.0

Metalhead v0.8.0

See this blog post on fluxml.ai about what's new in 0.8.

Diff since v0.7.4

Closed issues:

• Move MHAttention layer to Flux (#141)
• Issues with ViT on the GPU (#165)
• Cannot load pretrained weights for ResNet on master (#206)
• Support for convolution on N-dimensions (#213)
• Fixing deprecated models (#218)
• all links in the Function column in the readme are broken (#220)
• mismatch with torchvision resnets (#228)
• cannot match attention layer output to pytorch's one (#231)
• change ViT constructor's defaults (#232)
• change loadpretrain! to load the model_state (#234)
• pin the artifacts url to specific commit (#236)
• got unsupported keyword argument "inchannels" (#237)
• Release v0.8 (#240)

Merged pull requests:

• CompatHelper: bump compat for CUDA to 4, (keep existing compat) (#215) (@github-actions[bot])
• Natema/issue218 (#219) (@natema)
• Docs restructuring, part 1 (reland) (#221) (@theabhirath)
• Update buildkite (#222) (@CarloLucibello)
• remove some duplicate include (#223) (@CarloLucibello)
• add pytorch/torchvision porting and comparison script (#225) (@CarloLucibello)
• fix the torchvision porting script (#229) (@CarloLucibello)
• fix ViT model output + rewrite attention layer + adapt torchvision script (#230) (@CarloLucibello)
• automatize huggingface upload + change ViT defaults (#233) (@CarloLucibello)
• hook new weights (#235) (@CarloLucibello)
• set specific commit in Artifacts.toml (#239) (@CarloLucibello)
• Docs rehaul for v0.8 (#242) (@theabhirath)