Skip to content

Conversation

@salilsdesai
Copy link
Contributor

@salilsdesai salilsdesai commented Feb 22, 2022

The multiplier fixedpoint and multiplier exponent as determined by ruy::QuantizeMultiplier are explained in section 2.2 of https://arxiv.org/pdf/1712.05877.pdf

Differential Revision: [D33733271](https://our.internmc.facebook.com/intern/diff/D33733271/)

[ghstack-poisoned]
@pytorch-bot
Copy link

pytorch-bot bot commented Feb 22, 2022

CI Flow Status

⚛️ CI Flow

Ruleset - Version: v1
Ruleset - File: https://github.com/pytorch/pytorch/blob/f950715e9a11a34daadb7c9e3ec56baf0a03f564/.github/generated-ciflow-ruleset.json
PR ciflow labels: ciflow/default
Add ciflow labels to this PR to trigger more builds:

Workflows Labels (bold enabled) Status
Triggered Workflows
linux-binary-conda ciflow/binaries, ciflow/binaries_conda, ciflow/default ✅ triggered
linux-binary-libtorch-cxx11-abi ciflow/binaries, ciflow/binaries_libtorch, ciflow/default ✅ triggered
linux-binary-libtorch-pre-cxx11 ciflow/binaries, ciflow/binaries_libtorch, ciflow/default ✅ triggered
linux-binary-manywheel ciflow/binaries, ciflow/binaries_wheel, ciflow/default ✅ triggered
linux-bionic-py3.7-clang9 ciflow/all, ciflow/cpu, ciflow/default, ciflow/linux, ciflow/noarch, ciflow/trunk ✅ triggered
linux-bionic-rocm4.5-py3.7 ciflow/all, ciflow/default, ciflow/linux, ciflow/rocm, ciflow/trunk ✅ triggered
linux-docs ciflow/all, ciflow/cpu, ciflow/default, ciflow/docs, ciflow/linux, ciflow/trunk ✅ triggered
linux-vulkan-bionic-py3.7-clang9 ciflow/all, ciflow/cpu, ciflow/default, ciflow/linux, ciflow/trunk, ciflow/vulkan ✅ triggered
linux-xenial-cuda11.3-py3.7-gcc7 ciflow/all, ciflow/cuda, ciflow/default, ciflow/linux, ciflow/trunk ✅ triggered
linux-xenial-cuda11.3-py3.7-gcc7-bazel-test ciflow/all, ciflow/bazel, ciflow/cpu, ciflow/default, ciflow/linux, ciflow/trunk ✅ triggered
linux-xenial-py3-clang5-mobile-build ciflow/all, ciflow/default, ciflow/linux, ciflow/mobile, ciflow/trunk ✅ triggered
linux-xenial-py3-clang5-mobile-custom-build-static ciflow/all, ciflow/default, ciflow/linux, ciflow/mobile, ciflow/trunk ✅ triggered
linux-xenial-py3.7-clang7-asan ciflow/all, ciflow/cpu, ciflow/default, ciflow/linux, ciflow/sanitizers, ciflow/trunk ✅ triggered
linux-xenial-py3.7-clang7-onnx ciflow/all, ciflow/cpu, ciflow/default, ciflow/linux, ciflow/onnx, ciflow/trunk ✅ triggered
linux-xenial-py3.7-gcc5.4 ciflow/all, ciflow/cpu, ciflow/default, ciflow/linux, ciflow/trunk ✅ triggered
linux-xenial-py3.7-gcc7 ciflow/all, ciflow/cpu, ciflow/default, ciflow/linux, ciflow/trunk ✅ triggered
linux-xenial-py3.7-gcc7-no-ops ciflow/all, ciflow/cpu, ciflow/default, ciflow/linux, ciflow/trunk ✅ triggered
macos-arm64-binary-conda ciflow/binaries, ciflow/binaries_conda, ciflow/default ✅ triggered
macos-arm64-binary-wheel ciflow/binaries, ciflow/binaries_wheel, ciflow/default ✅ triggered
macos-binary-conda ciflow/binaries, ciflow/binaries_conda, ciflow/default ✅ triggered
macos-binary-libtorch-cxx11-abi ciflow/binaries, ciflow/binaries_libtorch, ciflow/default ✅ triggered
macos-binary-libtorch-pre-cxx11 ciflow/binaries, ciflow/binaries_libtorch, ciflow/default ✅ triggered
macos-binary-wheel ciflow/binaries, ciflow/binaries_wheel, ciflow/default ✅ triggered
pytorch-linux-xenial-py3-clang5-android-ndk-r19c-gradle-custom-build-single ciflow/all, ciflow/android, ciflow/cpu, ciflow/default, ciflow/linux, ciflow/trunk ✅ triggered
pytorch-linux-xenial-py3-clang5-android-ndk-r19c-gradle-custom-build-single-full-jit ciflow/all, ciflow/android, ciflow/cpu, ciflow/default, ciflow/linux, ciflow/trunk ✅ triggered
win-vs2019-cpu-py3 ciflow/all, ciflow/cpu, ciflow/default, ciflow/trunk, ciflow/win ✅ triggered
win-vs2019-cuda11.3-py3 ciflow/all, ciflow/cuda, ciflow/default, ciflow/trunk, ciflow/win ✅ triggered
windows-binary-libtorch-cxx11-abi ciflow/binaries, ciflow/binaries_libtorch, ciflow/default ✅ triggered
windows-binary-libtorch-pre-cxx11 ciflow/binaries, ciflow/binaries_libtorch, ciflow/default ✅ triggered
windows-binary-wheel ciflow/binaries, ciflow/binaries_wheel, ciflow/default ✅ triggered
Skipped Workflows
caffe2-linux-xenial-py3.7-gcc5.4 ciflow/all, ciflow/cpu, ciflow/linux, ciflow/trunk 🚫 skipped
docker-builds ciflow/all, ciflow/trunk 🚫 skipped
ios-12-5-1-arm64 ciflow/all, ciflow/ios, ciflow/macos, ciflow/scheduled 🚫 skipped
ios-12-5-1-arm64-coreml ciflow/all, ciflow/ios, ciflow/macos, ciflow/scheduled 🚫 skipped
ios-12-5-1-arm64-custom-ops ciflow/all, ciflow/ios, ciflow/macos, ciflow/scheduled 🚫 skipped
ios-12-5-1-arm64-metal ciflow/all, ciflow/ios, ciflow/macos, ciflow/scheduled 🚫 skipped
ios-12-5-1-x86-64 ciflow/all, ciflow/ios, ciflow/macos, ciflow/trunk 🚫 skipped
ios-12-5-1-x86-64-coreml ciflow/all, ciflow/ios, ciflow/macos, ciflow/trunk 🚫 skipped
libtorch-linux-xenial-cuda10.2-py3.7-gcc7 ciflow/all, ciflow/cuda, ciflow/libtorch, ciflow/linux, ciflow/trunk 🚫 skipped
libtorch-linux-xenial-cuda11.3-py3.7-gcc7 ciflow/all, ciflow/cuda, ciflow/libtorch, ciflow/linux, ciflow/trunk 🚫 skipped
linux-bionic-cuda10.2-py3.9-gcc7 ciflow/all, ciflow/cuda, ciflow/linux, ciflow/slow, ciflow/trunk 🚫 skipped
linux-docs-push ciflow/all, ciflow/cpu, ciflow/linux, ciflow/scheduled 🚫 skipped
linux-xenial-cuda11.3-py3.7-gcc7-no-ops ciflow/all, ciflow/cuda, ciflow/linux, ciflow/trunk 🚫 skipped
macos-10-15-py3-arm64 ciflow/all, ciflow/macos, ciflow/trunk 🚫 skipped
macos-10-15-py3-lite-interpreter-x86-64 ciflow/all, ciflow/macos, ciflow/trunk 🚫 skipped
macos-11-py3-x86-64 ciflow/all, ciflow/macos, ciflow/trunk 🚫 skipped
parallelnative-linux-xenial-py3.7-gcc5.4 ciflow/all, ciflow/cpu, ciflow/linux, ciflow/trunk 🚫 skipped
periodic-libtorch-linux-bionic-cuda11.5-py3.7-gcc7 ciflow/all, ciflow/cuda, ciflow/libtorch, ciflow/linux, ciflow/scheduled 🚫 skipped
periodic-libtorch-linux-xenial-cuda11.1-py3.7-gcc7 ciflow/all, ciflow/cuda, ciflow/libtorch, ciflow/linux, ciflow/scheduled 🚫 skipped
periodic-linux-bionic-cuda11.5-py3.7-gcc7 ciflow/all, ciflow/cuda, ciflow/linux, ciflow/scheduled 🚫 skipped
periodic-linux-xenial-cuda10.2-py3-gcc7-slow-gradcheck ciflow/all, ciflow/cuda, ciflow/linux, ciflow/scheduled, ciflow/slow, ciflow/slow-gradcheck 🚫 skipped
periodic-linux-xenial-cuda11.1-py3.7-gcc7-debug ciflow/all, ciflow/cuda, ciflow/linux, ciflow/scheduled 🚫 skipped
periodic-win-vs2019-cuda11.1-py3 ciflow/all, ciflow/cuda, ciflow/scheduled, ciflow/win 🚫 skipped
periodic-win-vs2019-cuda11.5-py3 ciflow/all, ciflow/cuda, ciflow/scheduled, ciflow/win 🚫 skipped
pytorch-linux-xenial-py3-clang5-android-ndk-r19c-build ciflow/all, ciflow/android, ciflow/cpu, ciflow/linux, ciflow/trunk 🚫 skipped
pytorch-xla-linux-bionic-py3.7-clang8 ciflow/all, ciflow/cpu, ciflow/linux, ciflow/trunk, ciflow/xla 🚫 skipped

@facebook-github-bot
Copy link
Contributor

facebook-github-bot commented Feb 22, 2022

🔗 Helpful links

💊 CI failures summary and remediations

As of commit b8d427c (more details on the Dr. CI page):


💚 💚 Looks good so far! There are no failures yet. 💚 💚


This comment was automatically generated by Dr. CI (expand for details).

Please report bugs/suggestions to the (internal) Dr. CI Users group.

Click here to manually regenerate this comment.

The multiplier fixedpoint and multiplier exponent as determined by ruy::QuantizeMultiplier are explained in section 2.2 of https://arxiv.org/pdf/1712.05877.pdf

Differential Revision: [D33733271](https://our.internmc.facebook.com/intern/diff/D33733271/)

[ghstack-poisoned]
The multiplier fixedpoint and multiplier exponent as determined by ruy::QuantizeMultiplier are explained in section 2.2 of https://arxiv.org/pdf/1712.05877.pdf

Differential Revision: [D33733271](https://our.internmc.facebook.com/intern/diff/D33733271/)

[ghstack-poisoned]
The multiplier fixedpoint and multiplier exponent as determined by ruy::QuantizeMultiplier are explained in section 2.2 of https://arxiv.org/pdf/1712.05877.pdf

Differential Revision: [D33733271](https://our.internmc.facebook.com/intern/diff/D33733271/)

[ghstack-poisoned]
The multiplier fixedpoint and multiplier exponent as determined by ruy::QuantizeMultiplier are explained in section 2.2 of https://arxiv.org/pdf/1712.05877.pdf

Differential Revision: [D33733271](https://our.internmc.facebook.com/intern/diff/D33733271/)

[ghstack-poisoned]
The multiplier fixedpoint and multiplier exponent as determined by ruy::QuantizeMultiplier are explained in section 2.2 of https://arxiv.org/pdf/1712.05877.pdf

Differential Revision: [D33733271](https://our.internmc.facebook.com/intern/diff/D33733271/)

[ghstack-poisoned]
The multiplier fixedpoint and multiplier exponent as determined by ruy::QuantizeMultiplier are explained in section 2.2 of https://arxiv.org/pdf/1712.05877.pdf

Differential Revision: [D33733271](https://our.internmc.facebook.com/intern/diff/D33733271/)

[ghstack-poisoned]
The multiplier fixedpoint and multiplier exponent as determined by ruy::QuantizeMultiplier are explained in section 2.2 of https://arxiv.org/pdf/1712.05877.pdf

Differential Revision: [D33733271](https://our.internmc.facebook.com/intern/diff/D33733271/)

[ghstack-poisoned]
The multiplier fixedpoint and multiplier exponent as determined by ruy::QuantizeMultiplier are explained in section 2.2 of https://arxiv.org/pdf/1712.05877.pdf

Differential Revision: [D33733271](https://our.internmc.facebook.com/intern/diff/D33733271/)

[ghstack-poisoned]
The multiplier fixedpoint and multiplier exponent as determined by ruy::QuantizeMultiplier are explained in section 2.2 of https://arxiv.org/pdf/1712.05877.pdf

Differential Revision: [D33733271](https://our.internmc.facebook.com/intern/diff/D33733271/)

[ghstack-poisoned]
The multiplier fixedpoint and multiplier exponent as determined by ruy::QuantizeMultiplier are explained in section 2.2 of https://arxiv.org/pdf/1712.05877.pdf

Differential Revision: [D33733271](https://our.internmc.facebook.com/intern/diff/D33733271/)

[ghstack-poisoned]
The multiplier fixedpoint and multiplier exponent as determined by ruy::QuantizeMultiplier are explained in section 2.2 of https://arxiv.org/pdf/1712.05877.pdf

Differential Revision: [D33733271](https://our.internmc.facebook.com/intern/diff/D33733271/)

[ghstack-poisoned]
The multiplier fixedpoint and multiplier exponent as determined by ruy::QuantizeMultiplier are explained in section 2.2 of https://arxiv.org/pdf/1712.05877.pdf

Differential Revision: [D33733271](https://our.internmc.facebook.com/intern/diff/D33733271/)

[ghstack-poisoned]
The multiplier fixedpoint and multiplier exponent as determined by ruy::QuantizeMultiplier are explained in section 2.2 of https://arxiv.org/pdf/1712.05877.pdf

Differential Revision: [D33733271](https://our.internmc.facebook.com/intern/diff/D33733271/)

[ghstack-poisoned]
facebook-github-bot pushed a commit that referenced this pull request Mar 14, 2022
Summary:
Pull Request resolved: #73245

The multiplier fixedpoint and multiplier exponent as determined by ruy::QuantizeMultiplier are explained in section 2.2 of https://arxiv.org/pdf/1712.05877.pdf
ghstack-source-id: 151250872

Test Plan:
From fbcode:
```buck test caffe2/test:quantization -- test_qmatmul```

Performance Improvement/Benchmarking: See testplan of D34012771

Reviewed By: kimishpatel

Differential Revision: D33733271

fbshipit-source-id: 031131fd49e139629734e82f21977b147016dc73
@facebook-github-bot facebook-github-bot deleted the gh/salilsdesai/15/head branch March 18, 2022 14:17
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

Projects

None yet

Development

Successfully merging this pull request may close these issues.

3 participants