Release merge for v0.10

.github/ISSUE_TEMPLATE/config.yml

@@ -4,5 +4,5 @@ contact_links:
     url: https://finn.readthedocs.io/en/latest/getting_started.html
     about: Documentation about how to get up and running with FINN.
   - name: Ask for help and get in touch with the community
-    url: https://gitter.im/xilinx-finn/community
-    about: Check out our gitter channel, if you have a question about FINN or a general problem that is likely not a bug.
+    url: https://github.com/Xilinx/finn/discussions
+    about: Check out our GitHub Discussions, if you have a question about FINN or a general problem that is likely not a bug.

.github/workflows/docker-image.yml

@@ -1,8 +1,6 @@
 name: DockerImage
 
 on:
-  pull_request:
-    branches: [ dev ]
   push:
     branches: [ dev ]
 

.github/workflows/pre-commit.yml

@@ -18,7 +18,7 @@ jobs:
       - name: Setup Python
         uses: actions/setup-python@v4
         with:
-          python-version: '3.8'
+          python-version: '3.10'
 
       - name: Run Lint
         uses: pre-commit/action@v3.0.0

.isort.cfg

@@ -2,7 +2,7 @@
 line_length=88
 indent='    '
 skip=.tox,.venv,build,dist
-known_standard_library=setuptools,pkg_resources
+known_standard_library=setuptools
 known_test=pytest
 known_first_party=finn
 sections=FUTURE,STDLIB,TEST,THIRDPARTY,FIRSTPARTY,LOCALFOLDER

.pre-commit-config.yaml

@@ -29,11 +29,11 @@
 exclude: '^docs/conf.py'
 
 default_language_version:
-    python: python3.8
+    python: python3.10
 
 repos:
 - repo: https://github.com/pre-commit/pre-commit-hooks
-  rev: v4.2.0
+  rev: v4.4.0
   hooks:
   - id: trailing-whitespace
     exclude: '\.dat$'
@@ -56,15 +56,16 @@ repos:
   - id: isort
 
 - repo: https://github.com/psf/black
-  rev: 22.3.0
+  rev: 23.3.0
   hooks:
   - id: black
     language_version: python3
+    args: [--line-length=100]
 
 - repo: https://github.com/PyCQA/flake8
-  rev: 3.9.2
+  rev: 6.0.0
   hooks:
   - id: flake8
     # black-compatible flake-8 config
-    args: ['--max-line-length=88',  # black default
+    args: ['--max-line-length=100',  # black default
            '--extend-ignore=E203']  # E203 is not PEP8 compliant

.readthedocs.yaml

@@ -1,4 +1,5 @@
-# Copyright (c) 2021, Xilinx
+# Copyright (c) 2021-2022, Xilinx
+# Copyright (C) 2023-2024, Advanced Micro Devices, Inc.
 # All rights reserved.
 #
 # Redistribution and use in source and binary forms, with or without
@@ -31,13 +32,15 @@
 
 version: 2
 
+# Set the version of Python and other tools you might need
+build:
+  os: ubuntu-22.04
+  tools:
+    python: "3.8"
+
 sphinx:
    configuration: docs/finn/conf.py
 
 python:
-   version: 3.8
    install:
-    - method: pip
-      path: .
-      extra_requirements:
-        - docs
+        - requirements: docs/requirements.txt

AUTHORS.rst

@@ -28,3 +28,9 @@ Contributors
 * Matthias Gehre (@mgehre-amd)
 * Hugo Le Blevec (@hleblevec)
 * Patrick Geel (@patrickgeel)
+* John Monks (@jmonks-amd)
+* Tim Paine (@timkpaine)
+* Linus Jungemann (@LinusJungemann)
+* Shashwat Khandelwal (@shashwat1198)
+* Ian Colbert (@i-colbert)
+* Rachit Garg (@rstar900)

CONTRIBUTING.md

@@ -29,6 +29,60 @@ Please follow the steps below and be sure that your contribution complies with o
 		1. The <a href="https://github.com/Xilinx/finn" target="_blank">main branch</a> should always be treated as stable and clean. Only hot fixes are allowed to be pull-requested. The hot fix is supposed to be very important such that without this fix, a lot of things will break.
         2. For new features, smaller bug fixes, doc updates, and many other fixes, users should pull request against the <a href="https://github.com/Xilinx/finn/tree/dev" target="_blank">development branch</a>.
 
-3. We will review your contribution and, if any additional fixes or modifications are
+3. Sign Your Work
+
+Please use the *Signed-off-by* line at the end of your patch which indicates that you accept the Developer Certificate of Origin (DCO) defined by https://developercertificate.org/ reproduced below::
+
+```
+  Developer Certificate of Origin
+  Version 1.1
+
+  Copyright (C) 2004, 2006 The Linux Foundation and its contributors.
+  1 Letterman Drive
+  Suite D4700
+  San Francisco, CA, 94129
+
+  Everyone is permitted to copy and distribute verbatim copies of this
+  license document, but changing it is not allowed.
+
+
+  Developer's Certificate of Origin 1.1
+
+  By making a contribution to this project, I certify that:
+
+  (a) The contribution was created in whole or in part by me and I
+      have the right to submit it under the open source license
+      indicated in the file; or
+
+  (b) The contribution is based upon previous work that, to the best
+      of my knowledge, is covered under an appropriate open source
+      license and I have the right under that license to submit that
+      work with modifications, whether created in whole or in part
+      by me, under the same open source license (unless I am
+      permitted to submit under a different license), as indicated
+      in the file; or
+
+  (c) The contribution was provided directly to me by some other
+      person who certified (a), (b) or (c) and I have not modified
+      it.
+
+  (d) I understand and agree that this project and the contribution
+      are public and that a record of the contribution (including all
+      personal information I submit with it, including my sign-off) is
+      maintained indefinitely and may be redistributed consistent with
+      this project or the open source license(s) involved.
+```
+
+You can enable Signed-off-by automatically by adding the `-s` flag to the `git commit` command.
+
+Here is an example Signed-off-by line which indicates that the contributor accepts DCO:
+
+```
+  This is my commit message
+
+  Signed-off-by: Jane Doe <jane.doe@example.com>
+```
+
+4. We will review your contribution and, if any additional fixes or modifications are
 necessary, may provide feedback to guide you. When accepted, your pull request will
 be merged to the repository. If you have more questions please contact us.

LICENSE.txt

@@ -1,4 +1,5 @@
-Copyright (c) 2020, Xilinx
+Copyright (C) 2020-2022, Xilinx, Inc.
+Copyright (C) 2022-2024, Advanced Micro Devices, Inc.
 All rights reserved.
 
 Redistribution and use in source and binary forms, with or without

README.md

@@ -2,13 +2,12 @@
 
 
 
-<img align="left" src="https://raw.githubusercontent.com/Xilinx/finn/github-pages/docs/img/finn-stack.png" alt="drawing" style="margin-right: 20px" width="250"/>
+<img align="left" src="https://raw.githubusercontent.com/Xilinx/finn/github-pages/docs/img/finn-stack.PNG" alt="drawing" style="margin-right: 20px" width="250"/>
 
 [![GitHub Discussions](https://img.shields.io/badge/discussions-join-green)](https://github.com/Xilinx/finn/discussions)
 [![ReadTheDocs](https://readthedocs.org/projects/finn/badge/?version=latest&style=plastic)](http://finn.readthedocs.io/)
 
-FINN is an experimental framework from Xilinx Research Labs to explore deep neural network
-inference on FPGAs.
+FINN is an experimental framework from Integrated Communications and AI Lab of AMD Research & Advanced Development to explore deep neural network inference on FPGAs.
 It specifically targets <a href="https://github.com/maltanar/qnn-inference-examples" target="_blank">quantized neural
 networks</a>, with emphasis on
 generating dataflow-style architectures customized for each network.
@@ -28,7 +27,7 @@ Please see the [Getting Started](https://finn.readthedocs.io/en/latest/getting_s
 
 ## Documentation
 
-You can view the documentation on [readthedocs](https://finn.readthedocs.io) or build them locally using `python setup.py doc` from inside the Docker container. Additionally, there is a series of [Jupyter notebook tutorials](https://github.com/Xilinx/finn/tree/main/notebooks), which we recommend running from inside Docker for a better experience.
+You can view the documentation on [readthedocs](https://finn.readthedocs.io). Additionally, there is a series of [Jupyter notebook tutorials](https://github.com/Xilinx/finn/tree/main/notebooks), which we recommend running from inside Docker for a better experience.
 
 ## Community
 

docker/Dockerfile.finn

@@ -1,4 +1,5 @@
-# Copyright (c) 2021, Xilinx
+# Copyright (C) 2021-2022, Xilinx, Inc.
+# Copyright (C) 2022-2024, Advanced Micro Devices, Inc.
 # All rights reserved.
 #
 # Redistribution and use in source and binary forms, with or without
@@ -26,10 +27,10 @@
 # OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
 # OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
 
-FROM pytorch/pytorch:1.7.1-cuda11.0-cudnn8-runtime
-LABEL maintainer="Yaman Umuroglu <yamanu@xilinx.com>"
+FROM ubuntu:jammy-20230126
+LABEL maintainer="Jakoba Petri-Koenig <jakoba.petri-koenig@amd.com>, Yaman Umuroglu <yaman.umuroglu@amd.com>"
 
-ARG XRT_DEB_VERSION="xrt_202210.2.13.466_18.04-amd64-xrt"
+ARG XRT_DEB_VERSION="xrt_202220.2.14.354_22.04-amd64-xrt"
 
 WORKDIR /workspace
 
@@ -57,12 +58,17 @@ RUN apt-get update && \
     unzip \
     zip \
     locales \
-    lsb-core
+    lsb-core \
+    python3 \
+    python-is-python3 \
+    python3-pip \
+    python3-setuptools-scm \
+    python3-venv
 RUN echo "StrictHostKeyChecking no" >> /etc/ssh/ssh_config
 RUN locale-gen "en_US.UTF-8"
 
 # install Verilator from source to get the right version
-RUN apt-get install -y git perl python3 make autoconf g++ flex bison ccache libgoogle-perftools-dev numactl perl-doc libfl2 libfl-dev zlibc zlib1g zlib1g-dev
+RUN apt-get install -y git perl make autoconf g++ flex bison ccache libgoogle-perftools-dev numactl perl-doc libfl2 libfl-dev zlib1g zlib1g-dev
 RUN git clone https://github.com/verilator/verilator
 RUN cd verilator && \
     git checkout v4.224 && \
@@ -81,22 +87,31 @@ RUN rm /tmp/$XRT_DEB_VERSION.deb
 COPY requirements.txt .
 RUN pip install -r requirements.txt
 RUN rm requirements.txt
+
+# install PyTorch
+RUN pip install torch==1.13.1 torchvision==0.14.1 torchaudio==0.13.1 --extra-index-url https://download.pytorch.org/whl/cu116
+
 # extra Python package dependencies (for testing and interaction)
-RUN pip install pygments==2.4.1
-RUN pip install ipykernel==5.5.5
+RUN pip install pygments==2.14.0
+RUN pip install ipykernel==6.21.2
 RUN pip install jupyter==1.0.0 --ignore-installed
 RUN pip install markupsafe==2.0.1
-RUN pip install matplotlib==3.3.1 --ignore-installed
+RUN pip install matplotlib==3.7.0  --ignore-installed
 RUN pip install pytest-dependency==0.5.1
-RUN pip install sphinx==5.0.2
-RUN pip install sphinx_rtd_theme==0.5.0
-RUN pip install pytest-xdist[setproctitle]==2.4.0
-RUN pip install pytest-parallel==0.1.0
+RUN pip install pytest-xdist[setproctitle]==3.2.0
+RUN pip install pytest-parallel==0.1.1
 RUN pip install "netron>=5.0.0"
-RUN pip install pandas==1.1.5
-RUN pip install scikit-learn==0.24.1
-RUN pip install tqdm==4.31.1
+RUN pip install pandas==1.5.3
+RUN pip install scikit-learn==1.2.1
+RUN pip install tqdm==4.64.1
 RUN pip install -e git+https://github.com/fbcotter/dataset_loading.git@0.0.4#egg=dataset_loading
+# these versions of pytest and associated plugins allow for stable collection of
+# test reports and code coverage reports in HTML
+RUN pip install pytest==6.2.5
+RUN pip install pytest-metadata==1.7.0
+RUN pip install pytest-html==3.0.0
+RUN pip install pytest-html-merger==0.0.8
+RUN pip install pytest-cov==4.1.0
 
 # extra dependencies from other FINN deps
 # installed in Docker image to make entrypoint script go faster

docker/finn_entrypoint.sh

@@ -54,8 +54,11 @@ recho () {
   echo -e "${RED}ERROR: $1${NC}"
 }
 
-# qonnx
+# qonnx (using workaround for https://github.com/pypa/pip/issues/7953)
+# to be fixed in future Ubuntu versions (https://bugs.launchpad.net/ubuntu/+source/setuptools/+bug/1994016)
+mv ${FINN_ROOT}/deps/qonnx/pyproject.toml ${FINN_ROOT}/deps/qonnx/pyproject.tmp
 pip install --user -e ${FINN_ROOT}/deps/qonnx
+mv ${FINN_ROOT}/deps/qonnx/pyproject.tmp ${FINN_ROOT}/deps/qonnx/pyproject.toml
 # finn-experimental
 pip install --user -e ${FINN_ROOT}/deps/finn-experimental
 # brevitas
@@ -109,10 +112,31 @@ if [ -f "$HLS_PATH/settings64.sh" ];then
 else
   yecho "Unable to find $HLS_PATH/settings64.sh"
   yecho "Functionality dependent on Vitis HLS will not be available."
-  yecho "Please note that FINN needs at least version 2020.2 for Vitis HLS support."
+  yecho "Please note that FINN needs at least version 2020.2 for Vitis HLS support. Our recommendation is to use version 2022.2"
   yecho "If you need Vitis HLS, ensure HLS_PATH is set correctly and mounted into the Docker container."
 fi
 
+if [ -d "$FINN_ROOT/.Xilinx" ]; then
+  mkdir "$HOME/.Xilinx"
+  if [ -f "$FINN_ROOT/.Xilinx/HLS_init.tcl" ]; then
+    cp "$FINN_ROOT/.Xilinx/HLS_init.tcl" "$HOME/.Xilinx/"
+    gecho "Found HLS_init.tcl and copied to $HOME/.Xilinx/HLS_init.tcl"
+  else
+    yecho "Unable to find $FINN_ROOT/.Xilinx/HLS_init.tcl"
+  fi
+
+  if [ -f "$FINN_ROOT/.Xilinx/Vivado/Vivado_init.tcl" ]; then
+    mkdir "$HOME/.Xilinx/Vivado/"
+    cp "$FINN_ROOT/.Xilinx/Vivado/Vivado_init.tcl" "$HOME/.Xilinx/Vivado/"
+    gecho "Found Vivado_init.tcl and copied to $HOME/.Xilinx/Vivado/Vivado_init.tcl"
+  else
+    yecho "Unable to find $FINN_ROOT/.Xilinx/Vivado/Vivado_init.tcl"
+  fi
+else
+  echo "If you need to enable a beta device, ensure .Xilinx/HLS_init.tcl and/or .Xilinx/Vivado/Vivado_init.tcl are set correctly and mounted"
+  echo "See https://docs.xilinx.com/r/en-US/ug835-vivado-tcl-commands/Tcl-Initialization-Scripts"
+fi
+
 export PATH=$PATH:$HOME/.local/bin
 # execute the provided command(s) as root
 exec "$@"