* basic mips msa optimization for convolution int8

* mips msa optimization for convolution int8 gemm

* mips msa optimization for convolution int8 winograd pack8to4/pack8to1

* mention msa maddv/msubv intrinsics bug

Bumps [pypa/cibuildwheel](https://github.com/pypa/cibuildwheel) from 2.3.1 to 2.4.0.
- [Release notes](https://github.com/pypa/cibuildwheel/releases)
- [Changelog](https://github.com/pypa/cibuildwheel/blob/main/docs/changelog.md)
- [Commits](https://github.com/pypa/cibuildwheel/compare/v2.3.1...v2.4.0)

---
updated-dependencies:
- dependency-name: pypa/cibuildwheel
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>

Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>

* add:multiheadattention_arm

* pass the test in local

* add omp

* return naive

Co-authored-by: EdVince <EdVince@users.noreply.github.com>

* query and enable cooperative matrix

* fix build with old vulkan sdk

* implement cooperative matrix optimization

* add nvidia-t4 coverage

* adjust test option for more coverage

fix rect position bug.

Bumps [actions/cache](https://github.com/actions/cache) from 2.1.7 to 3.
- [Release notes](https://github.com/actions/cache/releases)
- [Commits](https://github.com/actions/cache/compare/v2.1.7...v3)

---
updated-dependencies:
- dependency-name: actions/cache
  dependency-type: direct:production
  update-type: version-update:semver-major
...

Signed-off-by: dependabot[bot] <support@github.com>

Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>

* mix vulkan winograd f23 and f43

* larget epsilon for winograd optimization test

* implicit gemm

* unroll direct conv by 2x2x2

* vulkan local memory optimization for conv1x1 pack4 and winograd on dgpu

* unified innerproduct pipeline creation

* reorder deconvolution weight layout

* flexible local memory data type

* more local memory optimization for conv/deconv gemm

Co-authored-by: MegEngine <megengine@megvii.com>
Co-authored-by: tpoisonooo <tpoisonooo@users.noreply.github.com>

Co-authored-by: MegEngine <megengine@megvii.com>

* adapt torch 1.11.0 api changes

* find python library for torchvision linking

* vulkan deconvolution sgemm col2im

* vulkan convolution winograd43

* improve fp16s numeric stablity

* vulkan convolution im2col sgemm

* check squeezenet top2, as top3 vs top4 score too close..

* Make some typos for SSE2 floor.

* Improve the implementation of SSE2 abs.

* Improve the implementation of SSE2 ceil.

* Add SSE2 implementation of floor and ceil in x86 targets.

* apply code-format changes

* Update the SSE2 floor implementation.

Co-authored-by: MouriNaruto <MouriNaruto@users.noreply.github.com>

* convert torch.unbind

* torch.ones torch.ones_like

* torch.full torch.full_like

* torch.randn_like

* torch.empty torch.empty_like

Bumps [actions/checkout](https://github.com/actions/checkout) from 2 to 3.
- [Release notes](https://github.com/actions/checkout/releases)
- [Changelog](https://github.com/actions/checkout/blob/main/CHANGELOG.md)
- [Commits](https://github.com/actions/checkout/compare/v2...v3)

---
updated-dependencies:
- dependency-name: actions/checkout
  dependency-type: direct:production
  update-type: version-update:semver-major
...

Signed-off-by: dependabot[bot] <support@github.com>

Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>

* fix sigmoid returns nan with very large input

Bumps [actions/setup-python](https://github.com/actions/setup-python) from 2 to 3.
- [Release notes](https://github.com/actions/setup-python/releases)
- [Commits](https://github.com/actions/setup-python/compare/v2...v3)

---
updated-dependencies:
- dependency-name: actions/setup-python
  dependency-type: direct:production
  update-type: version-update:semver-major
...

Signed-off-by: dependabot[bot] <support@github.com>

Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>

Co-authored-by: Yoh <wangpeizhou@bilibili.com>
Co-authored-by: Yoh-Z <Yoh-Z@users.noreply.github.com>

* optimize x86 avx exp log sincos fma

* optimize avx&sse_mathfun exp,log,cos,sin,sincos and add fnmadd to x86_usability

Co-authored-by: Yoh-Z <Yoh-Z@users.noreply.github.com>

* lets accept the float div vs recp error

Co-authored-by: MegEngine <megengine@megvii.com>
Co-authored-by: tpoisonooo <tpoisonooo@users.noreply.github.com>