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Update README.rst #240

Workflow file for this run

.github/workflows/build-and-test.yml at 6913ae8

	name: "Builds and tests"
	on:
	pull_request:
	push:
	branches:
	- master
	env:
	# Shared variables
	CI_TASK_DIR: ${{ github.workspace }}
	CI_ARTIFACTS_DIR: ${{ github.workspace }}/artifacts

	# macOS specific
	MACOSX_DEPLOYMENT_TARGET: "10.10"
	CI_NODE_MODULES_NTH: 1

	# Windows specific
	CI_MSYS_VERSION: MSYS_NT-10.0-17763
	MSYS2_SHELL_PATH: D:\a\_temp\msys\msys64\usr\bin
	defaults:
	run:
	shell: bash
	jobs:
	# Linux jobs
	swig_Windows_crosscompiled:
	name: "Lin\|Build SWIG for Windows"
	runs-on: ubuntu-20.04
	env:
	swig_hash: "90cdbee6a69d13b39d734083b9f91069533b0d7b"
	steps:
	- uses: actions/checkout@v2
	with:
	repository: "swig/swig"
	ref: ${{ env.swig_hash }}
	- run: \|
	mkdir -p build-static/
	- uses: actions/cache@v2
	id: swig-build-cache
	with:
	path: build-static/
	key: swig-win-3-${{ env.swig_hash }}
	- run: \|
	sudo apt-get install -y --no-install-recommends autoconf automake bison build-essential mingw-w64
	if: steps.swig-build-cache.outputs.cache-hit != 'true'
	- run: \|
	curl -sSL https://ftp.pcre.org/pub/pcre/pcre-8.43.tar.gz > pcre-8.43.tar.gz
	if: steps.swig-build-cache.outputs.cache-hit != 'true'
	- run: \|
	./Tools/pcre-build.sh --host=x86_64-w64-mingw32
	if: steps.swig-build-cache.outputs.cache-hit != 'true'
	- run: \|
	sh autogen.sh
	CFLAGS="-static-libgcc -static-libstdc++" \
	CXXFLAGS="-static-libgcc -static-libstdc++" \
	./configure \
	--host=x86_64-w64-mingw32 \
	--prefix=`pwd`/build-static/ \
	--program-prefix=ds-
	if: steps.swig-build-cache.outputs.cache-hit != 'true'
	- run: \|
	make -j
	if: steps.swig-build-cache.outputs.cache-hit != 'true'
	- run: \|
	make install
	if: steps.swig-build-cache.outputs.cache-hit != 'true'
	- uses: actions/upload-artifact@v2
	with:
	name: ${{ github.job }}
	path: ${{ github.workspace }}/build-static/
	swig_Linux:
	name: "Lin\|Build SWIG"
	runs-on: ubuntu-20.04
	env:
	swig_hash: "90cdbee6a69d13b39d734083b9f91069533b0d7b"
	steps:
	- uses: actions/checkout@v2
	with:
	repository: "swig/swig"
	ref: ${{ env.swig_hash }}
	- run: \|
	mkdir -p build-static/
	- uses: actions/cache@v2
	id: swig-build-cache
	with:
	path: build-static/
	key: swig-2-${{ runner.os }}-${{ env.swig_hash }}
	- run: \|
	sudo apt-get install -y --no-install-recommends autoconf automake bison build-essential
	if: steps.swig-build-cache.outputs.cache-hit != 'true'
	- run: \|
	curl -sSL https://ftp.pcre.org/pub/pcre/pcre-8.43.tar.gz > pcre-8.43.tar.gz
	if: steps.swig-build-cache.outputs.cache-hit != 'true'
	- run: \|
	./Tools/pcre-build.sh
	if: steps.swig-build-cache.outputs.cache-hit != 'true'
	- run: \|
	sh autogen.sh
	./configure \
	--prefix=${{ github.workspace }}/build-static/ \
	--program-prefix=ds-
	if: steps.swig-build-cache.outputs.cache-hit != 'true'
	- run: \|
	make -j
	if: steps.swig-build-cache.outputs.cache-hit != 'true'
	- run: \|
	make install
	if: steps.swig-build-cache.outputs.cache-hit != 'true'
	- uses: actions/upload-artifact@v2
	with:
	name: ${{ github.job }}
	path: ${{ github.workspace }}/build-static/
	build-ctc-decoder-Linux:
	name: "Lin\|Build CTC decoder Python package for testing"
	needs: [ swig_Linux ]
	runs-on: ubuntu-20.04
	if: ${{ github.event_name == 'pull_request' }}
	steps:
	- uses: actions/checkout@v2
	with:
	fetch-depth: 0
	- uses: actions/setup-python@v2
	with:
	python-version: 3.6
	- run: \|
	python --version
	pip --version
	- uses: actions/download-artifact@v2
	with:
	name: "swig_Linux"
	path: ${{ github.workspace }}/native_client/ds-swig/
	- name: Link ds-swig into swig
	run: \|
	ls -hal ${{ github.workspace }}/native_client/ds-swig/bin
	ln -s ds-swig ${{ github.workspace }}/native_client/ds-swig/bin/swig
	chmod +x ${{ github.workspace }}/native_client/ds-swig/bin/ds-swig ${{ github.workspace }}/native_client/ds-swig/bin/swig
	- id: get_numpy
	uses: ./.github/actions/numpy_vers
	with:
	pyver: 3.6
	- name: Make decoder package
	run: \|
	NUMPY_BUILD_VERSION=${{ steps.get_numpy.outputs.build_version }} \
	NUMPY_DEP_VERSION=${{ steps.get_numpy.outputs.dep_version }} \
	make -C native_client/ctcdecode/ \
	NUM_PROCESSES=$(nproc) \
	bindings
	- uses: actions/upload-artifact@v2
	with:
	name: "ds_ctcdecoder-Linux-test.whl"
	path: ${{ github.workspace }}/native_client/ctcdecode/dist/*.whl
	- run: \|
	make -C native_client/ctcdecode clean-keep-third-party
	train-test-model-Linux:
	name: "Lin\|Train a test model"
	needs: [ "build-ctc-decoder-Linux" ]
	runs-on: ubuntu-20.04
	if: ${{ github.event_name == 'pull_request' }}
	strategy:
	matrix:
	bitrate: ["8k", "16k"]
	steps:
	- uses: actions/checkout@v2
	with:
	fetch-depth: 1
	- uses: actions/setup-python@v2
	with:
	python-version: 3.6
	- uses: actions/download-artifact@v2
	with:
	name: "ds_ctcdecoder-Linux-test.whl"
	- run: \|
	python --version
	pip --version
	- run: \|
	pip install --upgrade pip==19.3.1 setuptools==45.0.0 wheel==0.33.6
	- run: \|
	pip install ds_ctcdecoder--cp36-cp36m-_x86_64.whl
	DS_NODECODER=y pip install --upgrade .
	- run: \|
	bits=""
	if [ "${{ matrix.bitrate }}" = "8k" ]; then
	bits=8000
	fi
	if [ "${{ matrix.bitrate }}" = "16k" ]; then
	bits=16000
	fi

	# Easier to rename to that we can exercize the LDC93S1 importer code to
	# generate the CSV file.
	echo "Moving ${bits} to LDC93S1.wav"
	mv data/smoke_test/LDC93S1_pcms16le_1_${bits}.wav data/smoke_test/LDC93S1.wav

	./bin/run-ci-ldc93s1_new.sh 249 ${bits}
	./bin/run-ci-ldc93s1_tflite.sh ${bits}
	- run: \|
	curl -vsSL https://github.com/mozilla/DeepSpeech/releases/download/v0.9.3/linux.amd64.convert_graphdef_memmapped_format.xz \| xz -d > /tmp/convert_graphdef_memmapped_format
	chmod +x /tmp/convert_graphdef_memmapped_format
	/tmp/convert_graphdef_memmapped_format --in_graph=/tmp/train/output_graph.pb --out_graph=/tmp/train/output_graph.pbmm
	- run: \|
	tar -cf - \
	-C /tmp/ckpt/ . \
	\| xz -9 -T0 > /tmp/checkpoint.tar.xz
	- run: \|
	mkdir -p ${{ github.workspace }}/tmp/
	cp /tmp/train/output_graph. /tmp/checkpoint.tar.xz ${{ github.workspace }}/tmp/
	- run: \|
	ls -hal /tmp/ ${{ github.workspace }}/tmp/
	- uses: actions/upload-artifact@v2
	with:
	name: "test-model.tf-${{ matrix.bitrate }}.zip"
	path: ${{ github.workspace }}/tmp/output_graph.pb*
	- uses: actions/upload-artifact@v2
	with:
	name: "test-model.tflite-${{ matrix.bitrate }}.zip"
	path: ${{ github.workspace }}/tmp/output_graph.tflite
	- uses: actions/upload-artifact@v2
	with:
	name: "test-checkpoint.${{ matrix.bitrate }}.zip"
	path: ${{ github.workspace }}/tmp/checkpoint.tar.xz
	tensorflow_opt-Linux:
	name: "Lin\|Check TensorFlow cache"
	runs-on: ubuntu-20.04
	outputs:
	status: ${{ steps.check_artifact_exists.outputs.status }}
	cache_key: ${{ steps.get_cache_key.outputs.key }}
	steps:
	- uses: actions/checkout@v2
	with:
	fetch-depth: 1
	- id: get_cache_key
	uses: ./.github/actions/get_cache_key
	with:
	extras: "2"
	- id: check_artifact_exists
	uses: ./.github/actions/check_artifact_exists
	with:
	name: ${{ steps.get_cache_key.outputs.key }}
	build-tensorflow-Linux:
	name: "Lin\|Build TensorFlow (opt)"
	needs: tensorflow_opt-Linux
	runs-on: ubuntu-20.04
	steps:
	- run: true
	if: needs.tensorflow_opt-Linux.outputs.status == 'found'
	- uses: actions/checkout@v2
	with:
	fetch-depth: 0
	submodules: 'recursive'
	if: needs.tensorflow_opt-Linux.outputs.status == 'missing'
	- run: \|
	sudo apt-get install -y --no-install-recommends pixz
	if: needs.tensorflow_opt-Linux.outputs.status == 'missing'
	- uses: ./.github/actions/setup-tensorflow
	if: needs.tensorflow_opt-Linux.outputs.status == 'missing'
	- uses: ./.github/actions/build-tensorflow
	with:
	flavor: "--linux-cpu"
	if: needs.tensorflow_opt-Linux.outputs.status == 'missing'
	- uses: ./.github/actions/package-tensorflow
	if: needs.tensorflow_opt-Linux.outputs.status == 'missing'
	- uses: actions/upload-artifact@v2
	with:
	name: ${{ needs.tensorflow_opt-Linux.outputs.cache_key }}
	path: ${{ github.workspace }}/artifacts/home.tar.xz
	if: needs.tensorflow_opt-Linux.outputs.status == 'missing'
	build-lib_Linux:
	name: "Lin\|Build libdeepspeech+client"
	runs-on: ubuntu-20.04
	needs: [ build-tensorflow-Linux, tensorflow_opt-Linux ]
	strategy:
	matrix:
	build-flavor: ["tf", "tflite"]
	steps:
	- uses: actions/checkout@v2
	with:
	fetch-depth: 0
	- uses: actions/download-artifact@v2
	with:
	name: ${{ needs.tensorflow_opt-Linux.outputs.cache_key }}
	path: ${{ github.workspace }}/
	if: needs.tensorflow_opt-Linux.outputs.status == 'missing'
	- uses: ./.github/actions/check_artifact_exists
	with:
	name: ${{ needs.tensorflow_opt-Linux.outputs.cache_key }}
	path: ${{ github.workspace }}/
	download: true
	if: needs.tensorflow_opt-Linux.outputs.status == 'found'
	- run: \|
	tar --skip-old-files -xf ${{ github.workspace }}/home.tar.xz
	rm ${{ github.workspace }}/home.tar.xz
	- run: \|
	sudo apt-get install -y --no-install-recommends make build-essential gfortran git libblas-dev liblapack-dev libsox-dev libmagic-dev libgsm1-dev libltdl-dev libpng-dev python python-dev zlib1g-dev
	- run: \|
	git status
	- uses: ./.github/actions/host-build
	with:
	flavor: ${{ matrix.build-flavor }}
	- uses: ./.github/actions/package
	- uses: actions/upload-artifact@v2
	with:
	name: "native_client.${{ matrix.build-flavor }}.Linux.tar.xz"
	path: ${{ github.workspace }}/artifacts/native_client.tar.xz
	- uses: actions/upload-artifact@v2
	with:
	name: "libdeepspeech.${{ matrix.build-flavor }}.zip"
	path: ${{ github.workspace }}/artifacts/libdeepspeech.zip
	build-python-Linux:
	name: "Lin\|Build Python bindings"
	runs-on: ubuntu-20.04
	needs: [ build-lib_Linux, swig_Linux ]
	strategy:
	matrix:
	build-flavor: ["tf", "tflite"]
	python-version: [3.6, 3.7, 3.8, 3.9]
	steps:
	- uses: actions/checkout@v2
	with:
	fetch-depth: 1
	- uses: actions/download-artifact@v2
	with:
	name: "native_client.${{ matrix.build-flavor }}.Linux.tar.xz"
	path: ${{ github.workspace }}/tensorflow/bazel-bin/native_client/
	- run: \|
	cd ${{ github.workspace }}/tensorflow/bazel-bin/native_client/
	tar xf native_client.tar.xz
	ls -hal
	cd ${{ github.workspace }}/
	- uses: actions/download-artifact@v2
	with:
	name: "swig_Linux"
	path: ${{ github.workspace }}/native_client/ds-swig/
	- name: Link ds-swig into swig
	run: \|
	ls -hal ${{ github.workspace }}/native_client/ds-swig/bin
	ln -s ds-swig ${{ github.workspace }}/native_client/ds-swig/bin/swig
	chmod +x ${{ github.workspace }}/native_client/ds-swig/bin/ds-swig ${{ github.workspace }}/native_client/ds-swig/bin/swig
	- uses: actions/setup-python@v2
	with:
	python-version: ${{ matrix.python-version }}
	- id: get_numpy
	uses: ./.github/actions/numpy_vers
	with:
	pyver: ${{ matrix.python-version }}
	- uses: ./.github/actions/python-build
	with:
	build_flavor: ${{ matrix.build-flavor }}
	numpy_build: "${{ steps.get_numpy.outputs.build_version }}"
	numpy_dep: "${{ steps.get_numpy.outputs.dep_version }}"
	- uses: actions/upload-artifact@v2
	with:
	name: "deepspeech-${{ matrix.build-flavor }}-${{ matrix.python-version }}-Linux.whl"
	path: ${{ github.workspace }}/wheels/*.whl
	build-nodejs-Linux:
	name: "Lin\|Build NodeJS and ElectronJS"
	runs-on: ubuntu-20.04
	needs: [ build-lib_Linux, swig_Linux ]
	strategy:
	matrix:
	build-flavor: ["tf", "tflite"]
	steps:
	- uses: actions/checkout@v2
	with:
	fetch-depth: 1
	- uses: actions/download-artifact@v2
	with:
	name: "native_client.${{ matrix.build-flavor }}.Linux.tar.xz"
	path: ${{ github.workspace }}/tensorflow/bazel-bin/native_client/
	- run: \|
	cd ${{ github.workspace }}/tensorflow/bazel-bin/native_client/
	tar xf native_client.tar.xz
	ls -hal
	cd ${{ github.workspace }}/
	- uses: actions/download-artifact@v2
	with:
	name: "swig_Linux"
	path: ${{ github.workspace }}/native_client/ds-swig/
	- name: Link ds-swig into swig
	run: \|
	ls -hal ${{ github.workspace }}/native_client/ds-swig/bin
	ln -s ds-swig ${{ github.workspace }}/native_client/ds-swig/bin/swig
	chmod +x ${{ github.workspace }}/native_client/ds-swig/bin/ds-swig ${{ github.workspace }}/native_client/ds-swig/bin/swig
	- uses: actions/setup-node@v2
	with:
	node-version: 12
	- uses: actions/cache@v2
	id: node-headers-cache
	with:
	path: native_client/javascript/headers/nodejs/
	key: node-headers-10.0.0_16.0.0
	- uses: actions/cache@v2
	id: electron-headers-cache
	with:
	path: native_client/javascript/headers/electronjs/
	key: electron-headers-5.0.13_12.0.0
	- uses: ./.github/actions/node-build
	with:
	nodejs_versions: "10.0.0 11.0.0 12.7.0 13.0.0 14.0.0 15.0.0 16.0.0"
	electronjs_versions: "5.0.13 6.0.12 6.1.7 7.0.1 7.1.8 8.0.1 9.0.1 9.1.0 9.2.0 10.0.0 10.1.0 11.0.0 12.0.0"
	- uses: actions/upload-artifact@v2
	with:
	name: "nodewrapper-${{ matrix.build-flavor }}-Linux_amd64.tar.gz"
	path: ${{ github.workspace }}/native_client/javascript/wrapper.tar.gz
	- uses: actions/upload-artifact@v2
	with:
	name: "deepspeech_intermediate-${{ matrix.build-flavor }}-Linux.tgz"
	path: ${{ github.workspace }}/native_client/javascript/deepspeech-*.tgz
	test-cpp-Linux:
	name: "Lin\|Test C++ binary"
	runs-on: ubuntu-20.04
	needs: [ build-lib_Linux, train-test-model-Linux ]
	if: ${{ github.event_name == 'pull_request' }}
	strategy:
	matrix:
	build-flavor: ["tf", "tflite"]
	models: ["test", "prod"]
	bitrate: ["8k", "16k"]
	env:
	CI_TMP_DIR: ${{ github.workspace }}/tmp/
	DEEPSPEECH_PROD_MODEL: https://github.com/reuben/DeepSpeech/releases/download/v0.7.0-alpha.3/output_graph.pb
	DEEPSPEECH_PROD_MODEL_MMAP: https://github.com/reuben/DeepSpeech/releases/download/v0.7.0-alpha.3/output_graph.pbmm
	DEEPSPEECH_TEST_MODEL: ${{ github.workspace }}/tmp/output_graph.pb
	EXPECTED_TENSORFLOW_VERSION: "TensorFlow: v2.3.0-6-g23ad988"
	steps:
	- uses: actions/checkout@v2
	with:
	fetch-depth: 1
	- uses: actions/download-artifact@v2
	with:
	name: "native_client.${{ matrix.build-flavor }}.Linux.tar.xz"
	path: ${{ env.CI_TMP_DIR }}
	- run: \|
	cd ${{ env.CI_TMP_DIR }}
	mkdir ds && cd ds && tar xf ../native_client.tar.xz
	- uses: actions/download-artifact@v2
	with:
	name: "test-model.${{ matrix.build-flavor }}-${{ matrix.bitrate }}.zip"
	path: ${{ env.CI_TMP_DIR }}
	if: matrix.models == 'test'
	- run: \|
	ls -hal ${{ env.CI_TMP_DIR }}/
	if: matrix.models == 'test'
	- uses: ./.github/actions/run-tests
	with:
	runtime: "cpp"
	build-flavor: ${{ matrix.build-flavor }}
	bitrate: ${{ matrix.bitrate }}
	model-kind: ${{ matrix.models }}
	test-py-Linux:
	name: "Lin\|Test Python bindings"
	runs-on: ubuntu-20.04
	needs: [ build-python-Linux, train-test-model-Linux ]
	if: ${{ github.event_name == 'pull_request' }}
	strategy:
	matrix:
	python-version: [3.6, 3.7, 3.8, 3.9]
	build-flavor: ["tf", "tflite"]
	models: ["test", "prod"]
	bitrate: ["8k", "16k"]
	env:
	CI_TMP_DIR: ${{ github.workspace }}/tmp/
	DEEPSPEECH_PROD_MODEL: https://github.com/reuben/DeepSpeech/releases/download/v0.7.0-alpha.3/output_graph.pb
	DEEPSPEECH_PROD_MODEL_MMAP: https://github.com/reuben/DeepSpeech/releases/download/v0.7.0-alpha.3/output_graph.pbmm
	DEEPSPEECH_TEST_MODEL: ${{ github.workspace }}/tmp/output_graph.pb
	EXPECTED_TENSORFLOW_VERSION: "TensorFlow: v2.3.0-6-g23ad988"
	steps:
	- uses: actions/checkout@v2
	with:
	fetch-depth: 1
	- uses: actions/setup-python@v2
	with:
	python-version: ${{ matrix.python-version }}
	- run: \|
	sudo apt-get install -y --no-install-recommends sox
	- uses: actions/download-artifact@v2
	with:
	name: "deepspeech-${{ matrix.build-flavor }}-${{ matrix.python-version }}-Linux.whl"
	path: ${{ env.CI_TMP_DIR }}
	- uses: actions/download-artifact@v2
	with:
	name: "test-model.${{ matrix.build-flavor }}-${{ matrix.bitrate }}.zip"
	path: ${{ env.CI_TMP_DIR }}
	if: matrix.models == 'test'
	- run: \|
	ls -hal ${{ env.CI_TMP_DIR }}/
	if: matrix.models == 'test'
	- run: \|
	ls -hal ${{ env.CI_TMP_DIR }}/
	pip3 install --only-binary :all: --upgrade ${{ env.CI_TMP_DIR }}/deepspeech*.whl
	- uses: ./.github/actions/run-tests
	with:
	runtime: "python"
	build-flavor: ${{ matrix.build-flavor }}
	bitrate: ${{ matrix.bitrate }}
	model-kind: ${{ matrix.models }}
	test-nodejs-Linux:
	name: "Lin\|Test NodeJS bindings"
	runs-on: ubuntu-20.04
	needs: [ build-nodejs-Linux, train-test-model-Linux ]
	if: ${{ github.event_name == 'pull_request' }}
	strategy:
	matrix:
	# https://nodejs.org/en/about/releases/
	nodejs-version: [10, 12, 14, 16]
	build-flavor: ["tf", "tflite"]
	models: ["test"]
	bitrate: ["16k"]
	env:
	CI_TMP_DIR: ${{ github.workspace }}/tmp/
	DEEPSPEECH_PROD_MODEL: https://github.com/reuben/DeepSpeech/releases/download/v0.7.0-alpha.3/output_graph.pb
	DEEPSPEECH_PROD_MODEL_MMAP: https://github.com/reuben/DeepSpeech/releases/download/v0.7.0-alpha.3/output_graph.pbmm
	DEEPSPEECH_TEST_MODEL: ${{ github.workspace }}/tmp/output_graph.pb
	EXPECTED_TENSORFLOW_VERSION: "TensorFlow: v2.3.0-6-g23ad988"
	steps:
	- uses: actions/checkout@v2
	with:
	fetch-depth: 1
	- uses: actions/setup-node@v2
	with:
	node-version: ${{ matrix.nodejs-version }}
	- run: \|
	sudo apt-get install -y --no-install-recommends sox
	- uses: actions/download-artifact@v2
	with:
	name: "deepspeech_intermediate-${{ matrix.build-flavor }}-Linux.tgz"
	path: ${{ env.CI_TMP_DIR }}
	- uses: actions/download-artifact@v2
	with:
	name: "test-model.${{ matrix.build-flavor }}-${{ matrix.bitrate }}.zip"
	path: ${{ env.CI_TMP_DIR }}
	if: matrix.models == 'test'
	- run: \|
	ls -hal ${{ env.CI_TMP_DIR }}/
	if: matrix.models == 'test'
	- uses: actions/cache@v2
	id: node-modules-cache
	with:
	path: ~/.npm/
	key: node-modules-${{ matrix.build-flavor }}-${{ runner.os }}-${{ env.CI_NODE_MODULES_NTH }}
	- name: Install deepspeech package
	run: \|
	ls -hal ${{ env.CI_TMP_DIR }}/
	npm install --verbose ${{ env.CI_TMP_DIR }}/deepspeech*.tgz
	- run: \|
	ls -hal node_modules/deepspeech* node_modules/.bin/
	- uses: ./.github/actions/run-tests
	with:
	runtime: "node"
	build-flavor: ${{ matrix.build-flavor }}
	bitrate: ${{ matrix.bitrate }}
	model-kind: ${{ matrix.models }}
	test-electronjs-Linux:
	name: "Lin\|Test ElectronJS bindings"
	runs-on: ubuntu-20.04
	needs: [ build-nodejs-Linux, train-test-model-Linux ]
	if: ${{ github.event_name == 'pull_request' }}
	strategy:
	matrix:
	electronjs-version: [5.0.13, 6.1.7, 7.1.8, 8.0.1, 9.2.0, 10.1.0, 11.0.0, 12.0.0]
	build-flavor: ["tf", "tflite"]
	models: ["test"]
	bitrate: ["16k"]
	env:
	CI_TMP_DIR: ${{ github.workspace }}/tmp/
	DEEPSPEECH_PROD_MODEL: https://github.com/reuben/DeepSpeech/releases/download/v0.7.0-alpha.3/output_graph.pb
	DEEPSPEECH_PROD_MODEL_MMAP: https://github.com/reuben/DeepSpeech/releases/download/v0.7.0-alpha.3/output_graph.pbmm
	DEEPSPEECH_TEST_MODEL: ${{ github.workspace }}/tmp/output_graph.pb
	EXPECTED_TENSORFLOW_VERSION: "TensorFlow: v2.3.0-6-g23ad988"
	steps:
	- uses: actions/checkout@v2
	with:
	fetch-depth: 1
	- uses: actions/setup-node@v2
	with:
	node-version: 12
	- run: \|
	sudo apt-get install -y --no-install-recommends sox
	- uses: actions/download-artifact@v2
	with:
	name: "deepspeech_intermediate-${{ matrix.build-flavor }}-Linux.tgz"
	path: ${{ env.CI_TMP_DIR }}
	- uses: actions/download-artifact@v2
	with:
	name: "test-model.${{ matrix.build-flavor }}-${{ matrix.bitrate }}.zip"
	path: ${{ env.CI_TMP_DIR }}
	if: matrix.models == 'test'
	- run: \|
	ls -hal ${{ env.CI_TMP_DIR }}/
	if: matrix.models == 'test'
	- uses: actions/cache@v2
	id: electron-modules-cache
	with:
	path: ~/.npm/
	key: electron-modules-${{ matrix.build-flavor }}-${{ runner.os }}-${{ env.CI_NODE_MODULES_NTH }}
	- name: Install deepspeech package
	run: \|
	ls -hal ${{ env.CI_TMP_DIR }}/
	npm install ${{ env.CI_TMP_DIR }}/deepspeech*.tgz
	- run: \|
	npm install electron@${{ matrix.electronjs-version }}
	- uses: ./.github/actions/run-tests
	with:
	runtime: "electronjs"
	build-flavor: ${{ matrix.build-flavor }}
	bitrate: ${{ matrix.bitrate }}
	model-kind: ${{ matrix.models }}
	timeout-minutes: 5
	# macOS jobs
	swig_macOS:
	name: "Mac\|Build SWIG"
	runs-on: macos-10.15
	env:
	swig_hash: "90cdbee6a69d13b39d734083b9f91069533b0d7b"
	steps:
	- uses: actions/checkout@v2
	with:
	repository: "swig/swig"
	ref: ${{ env.swig_hash }}
	- run: \|
	mkdir -p build-static/
	- uses: actions/cache@v2
	id: swig-build-cache
	with:
	path: build-static/
	key: swig-${{ runner.os }}-${{ env.swig_hash }}
	- run: \|
	brew install automake
	if: steps.swig-build-cache.outputs.cache-hit != 'true'
	- run: \|
	curl -sSL https://ftp.pcre.org/pub/pcre/pcre-8.43.tar.gz > pcre-8.43.tar.gz
	if: steps.swig-build-cache.outputs.cache-hit != 'true'
	- run: \|
	./Tools/pcre-build.sh
	if: steps.swig-build-cache.outputs.cache-hit != 'true'
	- run: \|
	sh autogen.sh
	./configure \
	--prefix=${{ github.workspace }}/build-static/ \
	--program-prefix=ds-
	if: steps.swig-build-cache.outputs.cache-hit != 'true'
	- run: \|
	make -j
	if: steps.swig-build-cache.outputs.cache-hit != 'true'
	- run: \|
	make install
	if: steps.swig-build-cache.outputs.cache-hit != 'true'
	- uses: actions/upload-artifact@v2
	with:
	name: ${{ github.job }}
	path: ${{ github.workspace }}/build-static/
	build-ctc-decoder-macos:
	name: "Mac\|Build CTC decoder Python package for testing"
	needs: [ swig_macOS ]
	runs-on: macos-10.15
	if: ${{ github.event_name == 'pull_request' }}
	steps:
	- uses: actions/checkout@v2
	with:
	fetch-depth: 0
	- uses: ./.github/actions/install-python-upstream
	with:
	version: 3.6.8
	- run: \|
	python --version
	pip --version
	- uses: actions/download-artifact@v2
	with:
	name: "swig_macOS"
	path: ${{ github.workspace }}/native_client/ds-swig/
	- name: Link ds-swig into swig
	run: \|
	ls -hal ${{ github.workspace }}/native_client/ds-swig/bin
	ln -s ds-swig ${{ github.workspace }}/native_client/ds-swig/bin/swig
	chmod +x ${{ github.workspace }}/native_client/ds-swig/bin/ds-swig ${{ github.workspace }}/native_client/ds-swig/bin/swig
	- id: get_numpy
	uses: ./.github/actions/numpy_vers
	with:
	pyver: 3.6.8
	- name: Make decoder package
	run: \|
	NUMPY_BUILD_VERSION=${{ steps.get_numpy.outputs.build_version }} \
	NUMPY_DEP_VERSION=${{ steps.get_numpy.outputs.dep_version }} \
	make -C native_client/ctcdecode/ \
	NUM_PROCESSES=$(sysctl hw.ncpu \|cut -d' ' -f2) \
	bindings
	- uses: actions/upload-artifact@v2
	with:
	name: "ds_ctcdecoder-macOS-test.whl"
	path: ${{ github.workspace }}/native_client/ctcdecode/dist/*.whl
	- run: \|
	make -C native_client/ctcdecode clean-keep-third-party
	train-test-model-macOS:
	name: "Mac\|Train a test model"
	needs: [ "build-ctc-decoder-macos" ]
	runs-on: macos-10.15
	if: ${{ github.event_name == 'pull_request' }}
	strategy:
	matrix:
	bitrate: ["8k", "16k"]
	steps:
	- uses: actions/checkout@v2
	with:
	fetch-depth: 1
	- uses: actions/setup-python@v2
	with:
	python-version: 3.6
	- uses: actions/download-artifact@v2
	with:
	name: "ds_ctcdecoder-macOS-test.whl"
	- run: \|
	python --version
	pip --version
	- run: \|
	pip install --upgrade pip==19.3.1 setuptools==45.0.0 wheel==0.33.6
	- run: \|
	pip install ds_ctcdecoder--cp36-cp36m-_x86_64.whl
	DS_NODECODER=y pip install --upgrade .
	- run: \|
	bits=""
	if [ "${{ matrix.bitrate }}" = "8k" ]; then
	bits=8000
	fi
	if [ "${{ matrix.bitrate }}" = "16k" ]; then
	bits=16000
	fi

	# Easier to rename to that we can exercize the LDC93S1 importer code to
	# generate the CSV file.
	echo "Moving ${bits} to LDC93S1.wav"
	mv data/smoke_test/LDC93S1_pcms16le_1_${bits}.wav data/smoke_test/LDC93S1.wav

	./bin/run-ci-ldc93s1_new.sh 249 ${bits}
	./bin/run-ci-ldc93s1_tflite.sh ${bits}
	- run: \|
	curl -vsSL https://github.com/mozilla/DeepSpeech/releases/download/v0.9.3/macOS.amd64.convert_graphdef_memmapped_format.xz \| xz -d > /tmp/convert_graphdef_memmapped_format
	chmod +x /tmp/convert_graphdef_memmapped_format
	/tmp/convert_graphdef_memmapped_format --in_graph=/tmp/train/output_graph.pb --out_graph=/tmp/train/output_graph.pbmm
	- run: \|
	tar -cf - \
	-C /tmp/ckpt/ . \
	\| xz -9 -T0 > /tmp/checkpoint.tar.xz
	- run: \|
	mkdir -p ${{ github.workspace }}/tmp/
	cp /tmp/train/output_graph. /tmp/checkpoint.tar.xz ${{ github.workspace }}/tmp/
	- run: \|
	ls -hal /tmp/ ${{ github.workspace }}/tmp/
	- uses: actions/upload-artifact@v2
	with:
	name: "test-model.tf-${{ matrix.bitrate }}.zip"
	path: ${{ github.workspace }}/tmp/output_graph.pb*
	- uses: actions/upload-artifact@v2
	with:
	name: "test-model.tflite-${{ matrix.bitrate }}.zip"
	path: ${{ github.workspace }}/tmp/output_graph.tflite
	- uses: actions/upload-artifact@v2
	with:
	name: "test-checkpoint.${{ matrix.bitrate }}.zip"
	path: ${{ github.workspace }}/tmp/checkpoint.tar.xz
	tensorflow_opt-macOS:
	name: "Mac\|Check TensorFlow cache"
	runs-on: ubuntu-20.04
	outputs:
	status: ${{ steps.check_artifact_exists.outputs.status }}
	cache_key: ${{ steps.get_cache_key.outputs.key }}
	steps:
	- uses: actions/checkout@v2
	with:
	fetch-depth: 1
	- id: get_cache_key
	uses: ./.github/actions/get_cache_key
	with:
	extras: "2"
	- id: check_artifact_exists
	uses: ./.github/actions/check_artifact_exists
	with:
	name: ${{ steps.get_cache_key.outputs.key }}
	build-tensorflow-macOS:
	name: "Mac\|Build TensorFlow (opt)"
	needs: tensorflow_opt-macOS
	runs-on: macos-10.15
	steps:
	- run: true
	if: needs.tensorflow_opt-macOS.outputs.status == 'found'
	- uses: actions/checkout@v2
	with:
	fetch-depth: 0
	submodules: 'recursive'
	if: needs.tensorflow_opt-macOS.outputs.status == 'missing'
	- uses: ./.github/actions/select-xcode
	with:
	version: "12.1.1"
	if: needs.tensorflow_opt-macOS.outputs.status == 'missing'
	- uses: ./.github/actions/setup-tensorflow
	if: needs.tensorflow_opt-macOS.outputs.status == 'missing'
	- uses: ./.github/actions/build-tensorflow
	with:
	flavor: "--darwin-cpu"
	if: needs.tensorflow_opt-macOS.outputs.status == 'missing'
	- uses: ./.github/actions/package-tensorflow
	if: needs.tensorflow_opt-macOS.outputs.status == 'missing'
	- uses: actions/upload-artifact@v2
	with:
	name: ${{ needs.tensorflow_opt-macOS.outputs.cache_key }}
	path: ${{ github.workspace }}/artifacts/home.tar.xz
	if: needs.tensorflow_opt-macOS.outputs.status == 'missing'
	build-lib_macOS:
	name: "Mac\|Build libdeepspeech+client"
	runs-on: macos-10.15
	needs: [ build-tensorflow-macOS, tensorflow_opt-macOS ]
	strategy:
	matrix:
	build-flavor: ["tf", "tflite"]
	steps:
	- uses: actions/checkout@v2
	with:
	fetch-depth: 0
	- uses: actions/download-artifact@v2
	with:
	name: ${{ needs.tensorflow_opt-macOS.outputs.cache_key }}
	path: ${{ github.workspace }}/
	if: needs.tensorflow_opt-macOS.outputs.status == 'missing'
	- uses: ./.github/actions/check_artifact_exists
	with:
	name: ${{ needs.tensorflow_opt-macOS.outputs.cache_key }}
	path: ${{ github.workspace }}/
	download: true
	if: needs.tensorflow_opt-macOS.outputs.status == 'found'
	- run: \|
	tar xkf ${{ github.workspace }}/home.tar.xz
	rm ${{ github.workspace }}/home.tar.xz
	- run: \|
	git status
	- uses: ./.github/actions/select-xcode
	with:
	version: "12.1.1"
	- uses: ./.github/actions/host-build
	with:
	flavor: ${{ matrix.build-flavor }}
	- uses: ./.github/actions/package
	- uses: actions/upload-artifact@v2
	with:
	name: "native_client.${{ matrix.build-flavor }}.macOS.tar.xz"
	path: ${{ github.workspace }}/artifacts/native_client.tar.xz
	- uses: actions/upload-artifact@v2
	with:
	name: "libdeepspeech.${{ matrix.build-flavor }}.zip"
	path: ${{ github.workspace }}/artifacts/libdeepspeech.zip
	build-python-macOS:
	name: "Mac\|Build python bindings"
	runs-on: macos-10.15
	needs: [ build-lib_macOS, swig_macOS ]
	strategy:
	matrix:
	build-flavor: ["tf", "tflite"]
	python-version: [3.6.8, 3.7.9, 3.8.8, 3.9.2]
	steps:
	- uses: actions/checkout@v2
	with:
	fetch-depth: 1
	- uses: actions/download-artifact@v2
	with:
	name: "native_client.${{ matrix.build-flavor }}.macOS.tar.xz"
	path: ${{ github.workspace }}/tensorflow/bazel-bin/native_client/
	- run: \|
	cd ${{ github.workspace }}/tensorflow/bazel-bin/native_client/
	tar xf native_client.tar.xz
	ls -hal
	cd ${{ github.workspace }}/
	- uses: actions/download-artifact@v2
	with:
	name: "swig_macOS"
	path: ${{ github.workspace }}/native_client/ds-swig/
	- name: Link ds-swig into swig
	run: \|
	ls -hal ${{ github.workspace }}/native_client/ds-swig/bin
	ln -s ds-swig ${{ github.workspace }}/native_client/ds-swig/bin/swig
	chmod +x ${{ github.workspace }}/native_client/ds-swig/bin/ds-swig ${{ github.workspace }}/native_client/ds-swig/bin/swig
	- uses: ./.github/actions/install-python-upstream
	with:
	version: ${{ matrix.python-version }}
	# GitHub packaged version are limited to macOS deployment target 10.14
	#- uses: actions/setup-python@v2
	# with:
	# python-version: ${{ matrix.python-version }}
	- id: get_numpy
	uses: ./.github/actions/numpy_vers
	with:
	pyver: ${{ matrix.python-version }}
	- uses: ./.github/actions/python-build
	with:
	build_flavor: ${{ matrix.build-flavor }}
	numpy_build: "${{ steps.get_numpy.outputs.build_version }}"
	numpy_dep: "${{ steps.get_numpy.outputs.dep_version }}"
	- uses: actions/upload-artifact@v2
	with:
	name: "deepspeech-${{ matrix.build-flavor }}-${{ matrix.python-version }}-macOS.whl"
	path: ${{ github.workspace }}/wheels/*.whl
	build-nodejs-macOS:
	name: "Mac\|Build NodeJS and ElectronJS"
	runs-on: macos-10.15
	needs: [ build-lib_macOS, swig_macOS ]
	strategy:
	matrix:
	build-flavor: ["tf", "tflite"]
	steps:
	- uses: actions/checkout@v2
	with:
	fetch-depth: 1
	- uses: actions/download-artifact@v2
	with:
	name: "native_client.${{ matrix.build-flavor }}.macOS.tar.xz"
	path: ${{ github.workspace }}/tensorflow/bazel-bin/native_client/
	- run: \|
	cd ${{ github.workspace }}/tensorflow/bazel-bin/native_client/
	tar xf native_client.tar.xz
	ls -hal
	cd ${{ github.workspace }}/
	- uses: actions/download-artifact@v2
	with:
	name: "swig_macOS"
	path: ${{ github.workspace }}/native_client/ds-swig/
	- name: Link ds-swig into swig
	run: \|
	ls -hal ${{ github.workspace }}/native_client/ds-swig/bin
	ln -s ds-swig ${{ github.workspace }}/native_client/ds-swig/bin/swig
	chmod +x ${{ github.workspace }}/native_client/ds-swig/bin/ds-swig ${{ github.workspace }}/native_client/ds-swig/bin/swig
	- uses: actions/setup-node@v2
	with:
	node-version: 12
	- uses: actions/cache@v2
	id: node-headers-cache
	with:
	path: native_client/javascript/headers/nodejs/
	key: node-headers-10.0.0_16.0.0
	- uses: actions/cache@v2
	id: electron-headers-cache
	with:
	path: native_client/javascript/headers/electronjs/
	key: electron-headers-5.0.13_12.0.0
	- uses: ./.github/actions/node-build
	with:
	nodejs_versions: "10.0.0 11.0.0 12.7.0 13.0.0 14.0.0 15.0.0 16.0.0"
	electronjs_versions: "5.0.13 6.0.12 6.1.7 7.0.1 7.1.8 8.0.1 9.0.1 9.1.0 9.2.0 10.0.0 10.1.0 11.0.0 12.0.0"
	- uses: actions/upload-artifact@v2
	with:
	name: "nodewrapper-${{ matrix.build-flavor }}-macOS_amd64.tar.gz"
	path: ${{ github.workspace }}/native_client/javascript/wrapper.tar.gz
	- uses: actions/upload-artifact@v2
	with:
	name: "deepspeech_intermediate-${{ matrix.build-flavor }}-macOS.tgz"
	path: ${{ github.workspace }}/native_client/javascript/deepspeech-*.tgz
	test-cpp-macOS:
	name: "Mac\|Test C++ binary"
	runs-on: macos-10.15
	needs: [ build-lib_macOS, train-test-model-macOS ]
	if: ${{ github.event_name == 'pull_request' }}
	strategy:
	matrix:
	build-flavor: ["tf", "tflite"]
	models: ["test", "prod"]
	bitrate: ["8k", "16k"]
	env:
	CI_TMP_DIR: ${{ github.workspace }}/tmp/
	DEEPSPEECH_PROD_MODEL: https://github.com/reuben/DeepSpeech/releases/download/v0.7.0-alpha.3/output_graph.pb
	DEEPSPEECH_PROD_MODEL_MMAP: https://github.com/reuben/DeepSpeech/releases/download/v0.7.0-alpha.3/output_graph.pbmm
	DEEPSPEECH_TEST_MODEL: ${{ github.workspace }}/tmp/output_graph.pb
	EXPECTED_TENSORFLOW_VERSION: "TensorFlow: v2.3.0-6-g23ad988"
	steps:
	- uses: actions/checkout@v2
	with:
	fetch-depth: 1
	- uses: actions/download-artifact@v2
	with:
	name: "native_client.${{ matrix.build-flavor }}.macOS.tar.xz"
	path: ${{ env.CI_TMP_DIR }}
	- run: \|
	cd ${{ env.CI_TMP_DIR }}
	mkdir ds && cd ds && tar xf ../native_client.tar.xz
	- uses: actions/download-artifact@v2
	with:
	name: "test-model.${{ matrix.build-flavor }}-${{ matrix.bitrate }}.zip"
	path: ${{ env.CI_TMP_DIR }}
	if: matrix.models == 'test'
	- run: \|
	ls -hal ${{ env.CI_TMP_DIR }}/
	if: matrix.models == 'test'
	- uses: ./.github/actions/run-tests
	with:
	runtime: "cpp"
	build-flavor: ${{ matrix.build-flavor }}
	bitrate: ${{ matrix.bitrate }}
	model-kind: ${{ matrix.models }}
	test-py-macOS:
	name: "Mac\|Test Python bindings"
	runs-on: macos-10.15
	needs: [ build-python-macOS, train-test-model-macOS ]
	if: ${{ github.event_name == 'pull_request' }}
	strategy:
	matrix:
	python-version: [3.6.8, 3.7.9, 3.8.8, 3.9.2]
	build-flavor: ["tf", "tflite"]
	models: ["test", "prod"]
	bitrate: ["8k", "16k"]
	env:
	CI_TMP_DIR: ${{ github.workspace }}/tmp/
	DEEPSPEECH_PROD_MODEL: https://github.com/reuben/DeepSpeech/releases/download/v0.7.0-alpha.3/output_graph.pb
	DEEPSPEECH_PROD_MODEL_MMAP: https://github.com/reuben/DeepSpeech/releases/download/v0.7.0-alpha.3/output_graph.pbmm
	DEEPSPEECH_TEST_MODEL: ${{ github.workspace }}/tmp/output_graph.pb
	EXPECTED_TENSORFLOW_VERSION: "TensorFlow: v2.3.0-6-g23ad988"
	steps:
	- uses: actions/checkout@v2
	with:
	fetch-depth: 1
	- uses: actions/setup-python@v2
	with:
	python-version: ${{ matrix.python-version }}
	- uses: actions/download-artifact@v2
	with:
	name: "deepspeech-${{ matrix.build-flavor }}-${{ matrix.python-version }}-macOS.whl"
	path: ${{ env.CI_TMP_DIR }}
	- uses: actions/download-artifact@v2
	with:
	name: "test-model.${{ matrix.build-flavor }}-${{ matrix.bitrate }}.zip"
	path: ${{ env.CI_TMP_DIR }}
	if: matrix.models == 'test'
	- run: \|
	ls -hal ${{ env.CI_TMP_DIR }}/
	if: matrix.models == 'test'
	- run: \|
	ls -hal ${{ env.CI_TMP_DIR }}/
	pip3 install --only-binary :all: --upgrade ${{ env.CI_TMP_DIR }}/deepspeech*.whl
	- uses: ./.github/actions/run-tests
	with:
	runtime: "python"
	build-flavor: ${{ matrix.build-flavor }}
	bitrate: ${{ matrix.bitrate }}
	model-kind: ${{ matrix.models }}
	test-nodejs-macOS:
	name: "Mac\|Test NodeJS bindings"
	runs-on: macos-10.15
	needs: [ build-nodejs-macOS, train-test-model-macOS ]
	if: ${{ github.event_name == 'pull_request' }}
	strategy:
	matrix:
	# https://nodejs.org/en/about/releases/
	nodejs-version: [10, 12, 14, 16]
	build-flavor: ["tf", "tflite"]
	models: ["test"]
	bitrate: ["16k"]
	env:
	CI_TMP_DIR: ${{ github.workspace }}/tmp/
	DEEPSPEECH_PROD_MODEL: https://github.com/reuben/DeepSpeech/releases/download/v0.7.0-alpha.3/output_graph.pb
	DEEPSPEECH_PROD_MODEL_MMAP: https://github.com/reuben/DeepSpeech/releases/download/v0.7.0-alpha.3/output_graph.pbmm
	DEEPSPEECH_TEST_MODEL: ${{ github.workspace }}/tmp/output_graph.pb
	EXPECTED_TENSORFLOW_VERSION: "TensorFlow: v2.3.0-6-g23ad988"
	steps:
	- uses: actions/checkout@v2
	with:
	fetch-depth: 1
	- uses: actions/setup-node@v2
	with:
	node-version: ${{ matrix.nodejs-version }}
	- uses: actions/download-artifact@v2
	with:
	name: "deepspeech_intermediate-${{ matrix.build-flavor }}-macOS.tgz"
	path: ${{ env.CI_TMP_DIR }}
	- uses: actions/download-artifact@v2
	with:
	name: "test-model.${{ matrix.build-flavor }}-${{ matrix.bitrate }}.zip"
	path: ${{ env.CI_TMP_DIR }}
	if: matrix.models == 'test'
	- run: \|
	ls -hal ${{ env.CI_TMP_DIR }}/
	if: matrix.models == 'test'
	- uses: actions/cache@v2
	id: node-modules-cache
	with:
	path: ~/.npm/
	key: node-modules-${{ matrix.build-flavor }}-${{ runner.os }}-${{ env.CI_NODE_MODULES_NTH }}
	- name: Install deepspeech package
	run: \|
	ls -hal ${{ env.CI_TMP_DIR }}/
	npm install --verbose ${{ env.CI_TMP_DIR }}/deepspeech*.tgz
	- run: \|
	ls -hal node_modules/deepspeech* node_modules/.bin/
	- uses: ./.github/actions/run-tests
	with:
	runtime: "node"
	build-flavor: ${{ matrix.build-flavor }}
	bitrate: ${{ matrix.bitrate }}
	model-kind: ${{ matrix.models }}
	test-electronjs-macOS:
	name: "Mac\|Test ElectronJS bindings"
	runs-on: macos-10.15
	needs: [ build-nodejs-macOS, train-test-model-macOS ]
	if: ${{ github.event_name == 'pull_request' }}
	strategy:
	matrix:
	electronjs-version: [5.0.13, 6.1.7, 7.1.8, 8.0.1, 9.2.0, 10.1.0, 11.0.0, 12.0.0]
	build-flavor: ["tf", "tflite"]
	models: ["test"]
	bitrate: ["16k"]
	env:
	CI_TMP_DIR: ${{ github.workspace }}/tmp/
	DEEPSPEECH_PROD_MODEL: https://github.com/reuben/DeepSpeech/releases/download/v0.7.0-alpha.3/output_graph.pb
	DEEPSPEECH_PROD_MODEL_MMAP: https://github.com/reuben/DeepSpeech/releases/download/v0.7.0-alpha.3/output_graph.pbmm
	DEEPSPEECH_TEST_MODEL: ${{ github.workspace }}/tmp/output_graph.pb
	EXPECTED_TENSORFLOW_VERSION: "TensorFlow: v2.3.0-6-g23ad988"
	steps:
	- uses: actions/checkout@v2
	with:
	fetch-depth: 1
	- uses: actions/setup-node@v2
	with:
	node-version: 12
	- uses: actions/download-artifact@v2
	with:
	name: "deepspeech_intermediate-${{ matrix.build-flavor }}-macOS.tgz"
	path: ${{ env.CI_TMP_DIR }}
	- uses: actions/download-artifact@v2
	with:
	name: "test-model.${{ matrix.build-flavor }}-${{ matrix.bitrate }}.zip"
	path: ${{ env.CI_TMP_DIR }}
	if: matrix.models == 'test'
	- run: \|
	ls -hal ${{ env.CI_TMP_DIR }}/
	if: matrix.models == 'test'
	- uses: actions/cache@v2
	id: electron-modules-cache
	with:
	path: ~/.npm/
	key: electron-modules-${{ matrix.build-flavor }}-${{ runner.os }}-${{ env.CI_NODE_MODULES_NTH }}
	- name: Install deepspeech package
	run: \|
	ls -hal ${{ env.CI_TMP_DIR }}/
	npm install ${{ env.CI_TMP_DIR }}/deepspeech*.tgz
	- run: \|
	npm install electron@${{ matrix.electronjs-version }}
	- uses: ./.github/actions/run-tests
	with:
	runtime: "electronjs"
	build-flavor: ${{ matrix.build-flavor }}
	bitrate: ${{ matrix.bitrate }}
	model-kind: ${{ matrix.models }}
	timeout-minutes: 5
	# Windows jobs
	build-ctc-decoder-windows:
	name: "Win\|Build CTC decoder Python package"
	needs: [swig_Windows_crosscompiled]
	runs-on: windows-2019
	steps:
	- name: Switch git-bash shell to MSYS2 shell by adding MSYS2 path to PATH front
	run: echo "$MSYS2_SHELL_PATH" >> $GITHUB_PATH
	- uses: mozilla/setup-msys2@v2
	with:
	msystem: MSYS
	path-type: inherit
	update: true
	install: >-
	git
	make
	- uses: mozilla/msvc-dev-cmd@v1
	- uses: actions/checkout@v2
	with:
	fetch-depth: 0
	- uses: actions/setup-python@v2
	with:
	python-version: 3.7.9
	- run: \|
	python --version
	python -m pip --version
	- uses: actions/download-artifact@v2
	with:
	name: "swig_Windows_crosscompiled"
	path: ${{ github.workspace }}/native_client/ds-swig/
	- name: Link ds-swig into swig
	run: \|
	set -ex
	ls -hal native_client/ds-swig/bin
	ln -s ds-swig.exe native_client/ds-swig/bin/swig.exe
	chmod +x native_client/ds-swig/bin/ds-swig.exe native_client/ds-swig/bin/swig.exe
	- name: Remove /usr/bin/link conflicting with MSVC link.exe
	run: \|
	rm /usr/bin/link
	- run: \|
	make -C native_client/ctcdecode/ \
	NUM_PROCESSES=$(nproc) \
	bindings
	- uses: actions/upload-artifact@v2
	with:
	name: "ds_ctcdecoder-windows-test.whl"
	path: ${{ github.workspace }}/native_client/ctcdecode/dist/*.whl
	- run: \|
	make -C native_client/ctcdecode clean-keep-third-party
	tensorflow_opt-Windows:
	name: "Win\|Check TensorFlow cache"
	runs-on: ubuntu-20.04
	outputs:
	status: ${{ steps.check_artifact_exists.outputs.status }}
	cache_key: ${{ steps.get_cache_key.outputs.key }}
	steps:
	- uses: actions/checkout@v2
	with:
	fetch-depth: 1
	- id: get_cache_key
	uses: ./.github/actions/get_cache_key
	with:
	extras: "7"
	- id: check_artifact_exists
	uses: ./.github/actions/check_artifact_exists
	with:
	name: ${{ steps.get_cache_key.outputs.key }}
	build-tensorflow-Windows:
	name: "Win\|Build TensorFlow (opt)"
	needs: tensorflow_opt-Windows
	runs-on: windows-2019
	steps:
	- run: true
	if: needs.tensorflow_opt-Windows.outputs.status == 'found'
	- uses: mozilla/setup-msys2@v2
	with:
	msystem: MSYS
	path-type: inherit
	update: true
	install: >-
	git
	patch
	tar
	unzip
	zip
	if: needs.tensorflow_opt-Windows.outputs.status == 'missing'
	- uses: actions/setup-python@v2
	with:
	python-version: 3.7.9
	if: needs.tensorflow_opt-Windows.outputs.status == 'missing'
	- uses: actions/checkout@v2
	with:
	fetch-depth: 0
	submodules: 'recursive'
	if: needs.tensorflow_opt-Windows.outputs.status == 'missing'
	# It's important that this PATH change only happens after the checkout
	# above, because otherwise the checkout fails when persisisting the
	# credentials for submodules due to using MSYS2 Git
	- name: Switch git-bash shell to MSYS2 shell by adding MSYS2 path to PATH front
	run: echo "$MSYS2_SHELL_PATH" >> $GITHUB_PATH
	if: needs.tensorflow_opt-Windows.outputs.status == 'missing'
	- run: ./ci_scripts/tf-setup.sh
	if: needs.tensorflow_opt-Windows.outputs.status == 'missing'
	- run: ./ci_scripts/tf-build.sh "--windows-cpu"
	if: needs.tensorflow_opt-Windows.outputs.status == 'missing'
	- run: ./ci_scripts/tf-package.sh
	if: needs.tensorflow_opt-Windows.outputs.status == 'missing'
	- uses: actions/upload-artifact@v2
	with:
	name: ${{ needs.tensorflow_opt-Windows.outputs.cache_key }}
	path: ${{ github.workspace }}/artifacts/home.tar.xz
	if: needs.tensorflow_opt-Windows.outputs.status == 'missing'
	build-lib_Windows:
	name: "Win\|Build libdeepspeech+client"
	runs-on: windows-2019
	needs: [build-tensorflow-Windows, tensorflow_opt-Windows]
	strategy:
	matrix:
	build-flavor: ["tf", "tflite"]
	steps:
	- uses: actions/checkout@v2
	with:
	fetch-depth: 0
	- uses: mozilla/msvc-dev-cmd@v1
	- name: Switch git-bash shell to MSYS2 shell by adding MSYS2 path to PATH front
	run: echo "$MSYS2_SHELL_PATH" >> $GITHUB_PATH
	- uses: mozilla/setup-msys2@v2
	with:
	msystem: MSYS
	update: true
	install: >-
	git
	make
	patch
	pkg-config
	tar
	unzip
	zip
	- uses: actions/download-artifact@v2
	with:
	name: ${{ needs.tensorflow_opt-Windows.outputs.cache_key }}
	path: ${{ github.workspace }}/
	if: needs.tensorflow_opt-Windows.outputs.status == 'missing'
	- uses: ./.github/actions/check_artifact_exists
	with:
	name: ${{ needs.tensorflow_opt-Windows.outputs.cache_key }}
	path: ${{ github.workspace }}/
	download: true
	if: needs.tensorflow_opt-Windows.outputs.status == 'found'
	- run: \|
	"C:/Program Files/7-Zip/7z.exe" x home.tar.xz -so \| "C:/Program Files/7-Zip/7z.exe" x -aos -si -ttar -o`pwd`
	rm home.tar.xz
	- run: \|
	git status
	- run: ./ci_scripts/host-build.sh ${{ matrix.build-flavor }}
	- run: ./ci_scripts/package.sh
	- uses: actions/upload-artifact@v2
	with:
	name: "native_client.${{ matrix.build-flavor }}.Windows.tar.xz"
	path: ${{ github.workspace }}/artifacts/native_client.tar.xz
	- uses: actions/upload-artifact@v2
	with:
	name: "libdeepspeech.${{ matrix.build-flavor }}.zip"
	path: ${{ github.workspace }}/artifacts/libdeepspeech.zip
	build-python-Windows:
	name: "Win\|Build Python bindings"
	runs-on: windows-2019
	needs: [build-lib_Windows, swig_Windows_crosscompiled]
	strategy:
	matrix:
	build-flavor: ["tf", "tflite"]
	# Try to keep Python versions in sync with cached versions to speed things up:
	# https://github.com/actions/virtual-environments/blob/main/images/win/Windows2019-Readme.md
	python-version: [3.6.8, 3.7.9, 3.8.8, 3.9.4]
	steps:
	- name: Switch git-bash shell to MSYS2 shell by adding MSYS2 path to PATH front
	run: echo "$MSYS2_SHELL_PATH" >> $GITHUB_PATH
	- uses: mozilla/setup-msys2@v2
	with:
	msystem: MSYS
	path-type: inherit
	update: true
	install: >-
	make
	- uses: mozilla/msvc-dev-cmd@v1
	- uses: actions/checkout@v2
	with:
	fetch-depth: 1
	- uses: actions/download-artifact@v2
	with:
	name: "native_client.${{ matrix.build-flavor }}.Windows.tar.xz"
	path: ${{ github.workspace }}/tensorflow/bazel-bin/native_client/
	- run: \|
	pushd tensorflow/bazel-bin/native_client/
	"C:/Program Files/7-Zip/7z.exe" x native_client.tar.xz -so \| "C:/Program Files/7-Zip/7z.exe" x -aoa -si -ttar -o`pwd`
	ls -hal
	popd
	- uses: actions/download-artifact@v2
	with:
	name: "swig_Windows_crosscompiled"
	path: ${{ github.workspace }}/native_client/ds-swig/
	- name: Link ds-swig into swig
	run: \|
	set -ex
	ls -hal native_client/ds-swig/bin
	ln -s ds-swig.exe native_client/ds-swig/bin/swig.exe
	chmod +x native_client/ds-swig/bin/ds-swig.exe native_client/ds-swig/bin/swig.exe
	- uses: actions/setup-python@v2
	with:
	python-version: ${{ matrix.python-version }}
	- name: Remove /usr/bin/link conflicting with MSVC link.exe
	run: \|
	rm /usr/bin/link
	- id: get_numpy
	uses: ./.github/actions/numpy_vers
	with:
	pyver: ${{ matrix.python-version }}
	- uses: ./.github/actions/python-build
	with:
	build_flavor: ${{ matrix.build-flavor }}
	numpy_build: "${{ steps.get_numpy.outputs.build_version }}"
	numpy_dep: "${{ steps.get_numpy.outputs.dep_version }}"
	- uses: actions/upload-artifact@v2
	with:
	name: "deepspeech-${{ matrix.build-flavor }}-${{ matrix.python-version }}-Windows.whl"
	path: ${{ github.workspace }}/wheels/*.whl
	build-nodejs-Windows:
	name: "Win\|Build NodeJS/ElectronJS"
	runs-on: windows-2019
	needs: [build-lib_Windows, swig_Windows_crosscompiled]
	strategy:
	matrix:
	build-flavor: ["tf", "tflite"]
	steps:
	- name: Switch git-bash shell to MSYS2 shell by adding MSYS2 path to PATH front
	run: echo "$MSYS2_SHELL_PATH" >> $GITHUB_PATH
	- uses: mozilla/setup-msys2@v2
	with:
	msystem: MSYS
	path-type: inherit
	update: true
	install: >-
	make
	tar
	- uses: mozilla/msvc-dev-cmd@v1
	- uses: actions/checkout@v2
	with:
	fetch-depth: 1
	- uses: actions/download-artifact@v2
	with:
	name: "native_client.${{ matrix.build-flavor }}.Windows.tar.xz"
	path: ${{ github.workspace }}/tensorflow/bazel-bin/native_client/
	- run: \|
	pushd tensorflow/bazel-bin/native_client/
	"C:/Program Files/7-Zip/7z.exe" x native_client.tar.xz -so \| "C:/Program Files/7-Zip/7z.exe" x -aoa -si -ttar -o`pwd`
	ls -hal
	popd
	- uses: actions/download-artifact@v2
	with:
	name: "swig_Windows_crosscompiled"
	path: ${{ github.workspace }}/native_client/ds-swig/
	- name: Link ds-swig into swig
	run: \|
	set -ex
	ls -hal native_client/ds-swig/bin
	ln -s ds-swig.exe native_client/ds-swig/bin/swig.exe
	chmod +x native_client/ds-swig/bin/ds-swig.exe native_client/ds-swig/bin/swig.exe
	- uses: actions/setup-node@v2
	with:
	node-version: 12
	- uses: actions/cache@v2
	id: node-headers-cache
	with:
	path: native_client/javascript/headers/nodejs/
	key: node-headers-win-10.0.0_16.0.0
	- uses: actions/cache@v2
	id: electron-headers-cache
	with:
	path: native_client/javascript/headers/electronjs/
	key: electron-headers-win-5.0.13_12.0.0
	- uses: ./.github/actions/node-build
	with:
	nodejs_versions: "10.0.0 11.0.0 12.7.0 13.0.0 14.0.0 15.0.0 16.0.0"
	electronjs_versions: "5.0.13 6.0.12 6.1.7 7.0.1 7.1.8 8.0.1 9.0.1 9.1.0 9.2.0 10.0.0 10.1.0 11.0.0 12.0.0"
	- uses: actions/upload-artifact@v2
	with:
	name: "nodewrapper-${{ matrix.build-flavor }}-Windows_amd64.tar.gz"
	path: ${{ github.workspace }}/native_client/javascript/wrapper.tar.gz
	- uses: actions/upload-artifact@v2
	with:
	name: "deepspeech_intermediate-${{ matrix.build-flavor }}-Windows.tgz"
	path: ${{ github.workspace }}/native_client/javascript/deepspeech-*.tgz
	test-cpp-Windows:
	name: "Win\|Test C++ binary"
	runs-on: windows-2019
	needs: [build-lib_Windows, train-test-model-Linux]
	strategy:
	matrix:
	build-flavor: ["tf", "tflite"]
	env:
	CI_TMP_DIR: tmp/
	DEEPSPEECH_TEST_MODEL: tmp/output_graph.pb
	EXPECTED_TENSORFLOW_VERSION: "TensorFlow: v2.3.0-6-g23ad988"
	steps:
	- name: Switch git-bash shell to MSYS2 shell by adding MSYS2 path to PATH front
	run: echo "$MSYS2_SHELL_PATH" >> $GITHUB_PATH
	- uses: mozilla/setup-msys2@v2
	with:
	msystem: MSYS
	update: true
	install: >-
	vim
	- uses: actions/checkout@v2
	with:
	fetch-depth: 1
	- name: Download native_client.tar.xz
	uses: actions/download-artifact@v2
	with:
	name: "native_client.${{ matrix.build-flavor }}.Windows.tar.xz"
	path: ${{ env.CI_TMP_DIR }}
	- name: Extract native_client.tar.xz
	run: \|
	mkdir -p ${{ env.CI_TMP_DIR }}/ds
	pushd ${{ env.CI_TMP_DIR }}/ds
	"C:/Program Files/7-Zip/7z.exe" x ../native_client.tar.xz -so \| "C:/Program Files/7-Zip/7z.exe" x -aoa -si -ttar -o`pwd`
	ls -hal
	popd
	- name: Download trained test model
	uses: actions/download-artifact@v2
	with:
	name: "test-model.${{ matrix.build-flavor }}-16k.zip"
	path: ${{ env.CI_TMP_DIR }}
	- run: \|
	ls -hal ${{ env.CI_TMP_DIR }}/
	- uses: ./.github/actions/run-tests
	with:
	runtime: "cppwin"
	build-flavor: ${{ matrix.build-flavor }}
	bitrate: "16k"
	model-kind: ""
	test-py-Windows:
	name: "Win\|Test Python bindings"
	runs-on: windows-2019
	needs: [ build-python-Windows, train-test-model-Linux ]
	if: ${{ github.event_name == 'pull_request' }}
	strategy:
	matrix:
	# Try to keep Python versions in sync with cached versions to speed things up:
	# https://github.com/actions/virtual-environments/blob/main/images/win/Windows2019-Readme.md
	python-version: [3.6.8, 3.7.9, 3.8.8, 3.9.4]
	build-flavor: ["tf", "tflite"]
	models: ["test", "prod"]
	bitrate: ["8k", "16k"]
	env:
	CI_TMP_DIR: tmp/
	DEEPSPEECH_PROD_MODEL: https://github.com/reuben/DeepSpeech/releases/download/v0.7.0-alpha.3/output_graph.pb
	DEEPSPEECH_PROD_MODEL_MMAP: https://github.com/reuben/DeepSpeech/releases/download/v0.7.0-alpha.3/output_graph.pbmm
	DEEPSPEECH_TEST_MODEL: tmp/output_graph.pb
	EXPECTED_TENSORFLOW_VERSION: "TensorFlow: v2.3.0-6-g23ad988"
	steps:
	- name: Switch git-bash shell to MSYS2 shell by adding MSYS2 path to PATH front
	run: echo "$MSYS2_SHELL_PATH" >> $GITHUB_PATH
	- uses: mozilla/setup-msys2@v2
	with:
	msystem: MSYS
	path-type: inherit
	update: true
	install: >-
	vim
	- uses: actions/checkout@v2
	with:
	fetch-depth: 1
	- uses: actions/setup-python@v2
	with:
	python-version: ${{ matrix.python-version }}
	- uses: ./.github/actions/win-install-sox
	- uses: actions/download-artifact@v2
	with:
	name: "deepspeech-${{ matrix.build-flavor }}-${{ matrix.python-version }}-Windows.whl"
	path: ${{ env.CI_TMP_DIR }}
	- uses: actions/download-artifact@v2
	with:
	name: "test-model.${{ matrix.build-flavor }}-${{ matrix.bitrate }}.zip"
	path: ${{ env.CI_TMP_DIR }}
	if: matrix.models == 'test'
	- run: \|
	ls -hal ${{ env.CI_TMP_DIR }}/
	if: matrix.models == 'test'
	- run: \|
	ls -hal ${{ env.CI_TMP_DIR }}/
	python -m pip install --only-binary :all: --upgrade ${{ env.CI_TMP_DIR }}/deepspeech*.whl
	- uses: ./.github/actions/run-tests
	with:
	runtime: "python"
	build-flavor: ${{ matrix.build-flavor }}
	bitrate: ${{ matrix.bitrate }}
	model-kind: ${{ matrix.models }}
	test-nodejs-Windows:
	name: "Win\|Test NodeJS bindings"
	runs-on: windows-2019
	needs: [ build-nodejs-Windows, train-test-model-Linux ]
	if: ${{ github.event_name == 'pull_request' }}
	strategy:
	matrix:
	nodejs-version: [10, 12, 14, 16]
	build-flavor: ["tf", "tflite"]
	models: ["test"]
	bitrate: ["16k"]
	env:
	CI_TMP_DIR: tmp/
	DEEPSPEECH_PROD_MODEL: https://github.com/reuben/DeepSpeech/releases/download/v0.7.0-alpha.3/output_graph.pb
	DEEPSPEECH_PROD_MODEL_MMAP: https://github.com/reuben/DeepSpeech/releases/download/v0.7.0-alpha.3/output_graph.pbmm
	DEEPSPEECH_TEST_MODEL: tmp/output_graph.pb
	EXPECTED_TENSORFLOW_VERSION: "TensorFlow: v2.3.0-6-g23ad988"
	steps:
	- name: Switch git-bash shell to MSYS2 shell by adding MSYS2 path to PATH front
	run: echo "$MSYS2_SHELL_PATH" >> $GITHUB_PATH
	- uses: mozilla/setup-msys2@v2
	with:
	msystem: MSYS
	path-type: inherit
	update: true
	install: >-
	vim
	- uses: actions/checkout@v2
	with:
	fetch-depth: 1
	- uses: actions/setup-node@v2
	with:
	node-version: ${{ matrix.nodejs-version }}
	- uses: ./.github/actions/win-install-sox
	- uses: actions/download-artifact@v2
	with:
	name: "deepspeech_intermediate-${{ matrix.build-flavor }}-Windows.tgz"
	path: ${{ env.CI_TMP_DIR }}
	- uses: actions/download-artifact@v2
	with:
	name: "test-model.${{ matrix.build-flavor }}-${{ matrix.bitrate }}.zip"
	path: ${{ env.CI_TMP_DIR }}
	if: matrix.models == 'test'
	- name: Get npm cache directory
	id: npm-cache-dir
	run: \|
	echo "::set-output name=dir::$(npm config get cache)"
	- uses: actions/cache@v2
	id: node-modules-cache
	with:
	path: ${{ steps.npm-cache-dir.outputs.dir }}
	key: node-modules-${{ matrix.build-flavor }}-${{ runner.os }}-${{ env.CI_NODE_MODULES_NTH }}
	- run: \|
	ls -hal ${{ env.CI_TMP_DIR }}/
	if: matrix.models == 'test'
	- name: Install deepspeech package
	run: \|
	ls -hal ${{ env.CI_TMP_DIR }}/
	npm install ${{ env.CI_TMP_DIR }}/deepspeech*.tgz
	- uses: ./.github/actions/run-tests
	with:
	runtime: "node"
	build-flavor: ${{ matrix.build-flavor }}
	bitrate: ${{ matrix.bitrate }}
	model-kind: ${{ matrix.models }}
	test-electronjs-Windows:
	name: "Win\|Test ElectronJS bindings"
	runs-on: windows-2019
	needs: [ build-nodejs-Windows, train-test-model-Linux ]
	if: ${{ github.event_name == 'pull_request' }}
	strategy:
	matrix:
	electronjs-version: [5.0.13, 6.1.7, 7.1.8, 8.0.1, 9.2.0, 10.1.0, 11.0.0, 12.0.0]
	build-flavor: ["tf", "tflite"]
	models: ["test"]
	bitrate: ["16k"]
	env:
	CI_TMP_DIR: tmp/
	DEEPSPEECH_PROD_MODEL: https://github.com/reuben/DeepSpeech/releases/download/v0.7.0-alpha.3/output_graph.pb
	DEEPSPEECH_PROD_MODEL_MMAP: https://github.com/reuben/DeepSpeech/releases/download/v0.7.0-alpha.3/output_graph.pbmm
	DEEPSPEECH_TEST_MODEL: tmp/output_graph.pb
	EXPECTED_TENSORFLOW_VERSION: "TensorFlow: v2.3.0-6-g23ad988"
	steps:
	- name: Switch git-bash shell to MSYS2 shell by adding MSYS2 path to PATH front
	run: echo "$MSYS2_SHELL_PATH" >> $GITHUB_PATH
	- uses: mozilla/setup-msys2@v2
	with:
	msystem: MSYS
	path-type: inherit
	update: true
	install: >-
	vim
	- uses: actions/checkout@v2
	with:
	fetch-depth: 1
	- uses: actions/setup-node@v2
	with:
	node-version: 12
	- uses: ./.github/actions/win-install-sox
	- uses: actions/download-artifact@v2
	with:
	name: "deepspeech_intermediate-${{ matrix.build-flavor }}-Windows.tgz"
	path: ${{ env.CI_TMP_DIR }}
	- uses: actions/download-artifact@v2
	with:
	name: "test-model.${{ matrix.build-flavor }}-${{ matrix.bitrate }}.zip"
	path: ${{ env.CI_TMP_DIR }}
	if: matrix.models == 'test'
	- run: \|
	ls -hal ${{ env.CI_TMP_DIR }}/
	if: matrix.models == 'test'
	- name: Get npm cache directory
	id: npm-cache-dir
	run: \|
	echo "::set-output name=dir::$(npm config get cache)"
	- uses: actions/cache@v2
	id: electron-modules-cache
	with:
	path: ${{ steps.npm-cache-dir.outputs.dir }}
	key: electron-modules-${{ matrix.build-flavor }}-${{ runner.os }}-${{ env.CI_NODE_MODULES_NTH }}
	- name: Install deepspeech package
	run: \|
	ls -hal ${{ env.CI_TMP_DIR }}/
	npm install ${{ env.CI_TMP_DIR }}/deepspeech*.tgz
	- run: \|
	npm install electron@${{ matrix.electronjs-version }}
	- uses: ./.github/actions/run-tests
	with:
	runtime: "electronjs"
	build-flavor: ${{ matrix.build-flavor }}
	bitrate: ${{ matrix.bitrate }}
	model-kind: ${{ matrix.models }}
	timeout-minutes: 5
	# Shared jobs (multi-platform dependencies)
	repackage-nodejs-allplatforms:
	name: "Repackage NodeJS / ElectronJS for multiplatforms"
	runs-on: ubuntu-20.04
	needs: [build-nodejs-macOS, build-nodejs-Windows, build-nodejs-Linux, build-nodejs-LinuxArmv7, build-nodejs-LinuxAarch64]
	strategy:
	matrix:
	build-flavor: ["tf", "tflite"]
	steps:
	- uses: actions/checkout@v2
	with:
	fetch-depth: 1
	- run: \|
	mkdir -p /tmp/nodewrapper-${{ matrix.build-flavor }}-macOS_amd64/
	mkdir -p /tmp/nodewrapper-${{ matrix.build-flavor }}-Windows_amd64/
	- uses: actions/download-artifact@v2
	with:
	name: "nodewrapper-${{ matrix.build-flavor }}-macOS_amd64.tar.gz"
	path: /tmp/nodewrapper-macOS_amd64/
	- uses: actions/download-artifact@v2
	with:
	name: "nodewrapper-${{ matrix.build-flavor }}-Windows_amd64.tar.gz"
	path: /tmp/nodewrapper-Windows_amd64/
	- uses: actions/download-artifact@v2
	with:
	name: "nodewrapper-${{ matrix.build-flavor }}-Linux_amd64.tar.gz"
	path: /tmp/nodewrapper-Linux_amd64/
	- uses: actions/download-artifact@v2
	with:
	name: "nodewrapper-${{ matrix.build-flavor }}-Linux_armv7.tar.gz"
	path: /tmp/nodewrapper-Linux_armv7/
	if: matrix.build-flavor == 'tflite'
	- uses: actions/download-artifact@v2
	with:
	name: "nodewrapper-${{ matrix.build-flavor }}-Linux_aarch64.tar.gz"
	path: /tmp/nodewrapper-Linux_aarch64/
	if: matrix.build-flavor == 'tflite'
	- name: Extract nodewrapper archives
	run: \|
	tar -C ${{ github.workspace }}/native_client/javascript -xzvf /tmp/nodewrapper-macOS_amd64/wrapper.tar.gz
	tar -C ${{ github.workspace }}/native_client/javascript -xzvf /tmp/nodewrapper-Windows_amd64/wrapper.tar.gz
	tar -C ${{ github.workspace }}/native_client/javascript -xzvf /tmp/nodewrapper-Linux_amd64/wrapper.tar.gz
	- name: Extract nodewrapper tflite-only archives
	run: \|
	tar -C ${{ github.workspace }}/native_client/javascript -xzvf /tmp/nodewrapper-Linux_armv7/wrapper.tar.gz
	tar -C ${{ github.workspace }}/native_client/javascript -xzvf /tmp/nodewrapper-Linux_aarch64/wrapper.tar.gz
	if: matrix.build-flavor == 'tflite'
	- run: \|
	PROJECT_NAME="deepspeech"
	if [ "${{ matrix.build-flavor }}" = "tflite" ]; then
	PROJECT_NAME="deepspeech-tflite"
	fi
	make -C native_client/javascript clean npm-pack PROJECT_NAME=$PROJECT_NAME
	- uses: actions/upload-artifact@v2
	with:
	name: "deepspeech-${{ matrix.build-flavor }}.tgz"
	path: ${{ github.workspace }}/native_client/javascript/deepspeech-*.tgz
	test-nodejs_all-Linux:
	name: "Lin\|Test MultiArchPlatform NodeJS bindings"
	runs-on: ubuntu-20.04
	needs: [repackage-nodejs-allplatforms, train-test-model-Linux]
	if: ${{ github.event_name == 'pull_request' }}
	strategy:
	matrix:
	# https://nodejs.org/en/about/releases/
	nodejs-version: [10, 16]
	build-flavor: ["tf", "tflite"]
	models: ["test", "prod"]
	bitrate: ["8k", "16k"]
	env:
	CI_TMP_DIR: ${{ github.workspace }}/tmp/
	DEEPSPEECH_PROD_MODEL: https://github.com/reuben/DeepSpeech/releases/download/v0.7.0-alpha.3/output_graph.pb
	DEEPSPEECH_PROD_MODEL_MMAP: https://github.com/reuben/DeepSpeech/releases/download/v0.7.0-alpha.3/output_graph.pbmm
	DEEPSPEECH_TEST_MODEL: ${{ github.workspace }}/tmp/output_graph.pb
	EXPECTED_TENSORFLOW_VERSION: "TensorFlow: v2.3.0-6-g23ad988"
	steps:
	- uses: actions/checkout@v2
	with:
	fetch-depth: 1
	- uses: actions/setup-node@v2
	with:
	node-version: ${{ matrix.nodejs-version }}
	- run: \|
	sudo apt-get install -y --no-install-recommends sox
	- uses: actions/download-artifact@v2
	with:
	name: "deepspeech-${{ matrix.build-flavor }}.tgz"
	path: ${{ env.CI_TMP_DIR }}
	- uses: actions/download-artifact@v2
	with:
	name: "test-model.${{ matrix.build-flavor }}-${{ matrix.bitrate }}.zip"
	path: ${{ env.CI_TMP_DIR }}
	if: matrix.models == 'test'
	- uses: actions/cache@v2
	id: node-modules-cache
	with:
	path: ~/.npm/
	key: node-modules-${{ matrix.build-flavor }}-${{ runner.os }}-${{ env.CI_NODE_MODULES_NTH }}
	- run: \|
	ls -hal ${{ env.CI_TMP_DIR }}/
	if: matrix.models == 'test'
	- name: Install deepspeech package
	run: \|
	ls -hal ${{ env.CI_TMP_DIR }}/
	npm install --verbose ${{ env.CI_TMP_DIR }}/deepspeech*.tgz
	- run: \|
	ls -hal node_modules/deepspeech* node_modules/.bin/
	- uses: ./.github/actions/run-tests
	with:
	runtime: "node"
	build-flavor: ${{ matrix.build-flavor }}
	bitrate: ${{ matrix.bitrate }}
	model-kind: ${{ matrix.models }}
	test-electronjs_all-Linux:
	name: "Lin\|Test MultiArchPlatform ElectronJS bindings"
	runs-on: ubuntu-20.04
	needs: [repackage-nodejs-allplatforms, train-test-model-Linux]
	if: ${{ github.event_name == 'pull_request' }}
	strategy:
	matrix:
	electronjs-version: [5.0.13, 12.0.0]
	build-flavor: ["tf", "tflite"]
	models: ["test", "prod"]
	bitrate: ["8k", "16k"]
	env:
	CI_TMP_DIR: ${{ github.workspace }}/tmp/
	DEEPSPEECH_PROD_MODEL: https://github.com/reuben/DeepSpeech/releases/download/v0.7.0-alpha.3/output_graph.pb
	DEEPSPEECH_PROD_MODEL_MMAP: https://github.com/reuben/DeepSpeech/releases/download/v0.7.0-alpha.3/output_graph.pbmm
	DEEPSPEECH_TEST_MODEL: ${{ github.workspace }}/tmp/output_graph.pb
	EXPECTED_TENSORFLOW_VERSION: "TensorFlow: v2.3.0-6-g23ad988"
	steps:
	- uses: actions/checkout@v2
	with:
	fetch-depth: 1
	- uses: actions/setup-node@v2
	with:
	node-version: 12
	- run: \|
	sudo apt-get install -y --no-install-recommends sox
	- uses: actions/download-artifact@v2
	with:
	name: "deepspeech-${{ matrix.build-flavor }}.tgz"
	path: ${{ env.CI_TMP_DIR }}
	- uses: actions/download-artifact@v2
	with:
	name: "test-model.${{ matrix.build-flavor }}-${{ matrix.bitrate }}.zip"
	path: ${{ env.CI_TMP_DIR }}
	if: matrix.models == 'test'
	- run: \|
	ls -hal ${{ env.CI_TMP_DIR }}/
	if: matrix.models == 'test'
	- uses: actions/cache@v2
	id: electron-modules-cache
	with:
	path: ~/.npm/
	key: electron-modules-${{ matrix.build-flavor }}-${{ runner.os }}-${{ env.CI_NODE_MODULES_NTH }}
	- name: Install deepspeech package
	run: \|
	ls -hal ${{ env.CI_TMP_DIR }}/
	npm install ${{ env.CI_TMP_DIR }}/deepspeech*.tgz
	- run: \|
	npm install electron@${{ matrix.electronjs-version }}
	- uses: ./.github/actions/run-tests
	with:
	runtime: "electronjs"
	build-flavor: ${{ matrix.build-flavor }}
	bitrate: ${{ matrix.bitrate }}
	model-kind: ${{ matrix.models }}
	timeout-minutes: 5
	test-nodejs_all-macOS:
	name: "Mac\|Test MultiArchPlatform NodeJS bindings"
	runs-on: macos-10.15
	needs: [ repackage-nodejs-allplatforms, train-test-model-macOS ]
	if: ${{ github.event_name == 'pull_request' }}
	strategy:
	matrix:
	# https://nodejs.org/en/about/releases/
	nodejs-version: [10, 16]
	build-flavor: ["tf", "tflite"]
	models: ["test", "prod"]
	bitrate: ["8k", "16k"]
	env:
	CI_TMP_DIR: ${{ github.workspace }}/tmp/
	DEEPSPEECH_PROD_MODEL: https://github.com/reuben/DeepSpeech/releases/download/v0.7.0-alpha.3/output_graph.pb
	DEEPSPEECH_PROD_MODEL_MMAP: https://github.com/reuben/DeepSpeech/releases/download/v0.7.0-alpha.3/output_graph.pbmm
	DEEPSPEECH_TEST_MODEL: ${{ github.workspace }}/tmp/output_graph.pb
	EXPECTED_TENSORFLOW_VERSION: "TensorFlow: v2.3.0-6-g23ad988"
	steps:
	- uses: actions/checkout@v2
	with:
	fetch-depth: 1
	- uses: actions/setup-node@v2
	with:
	node-version: ${{ matrix.nodejs-version }}
	- uses: actions/download-artifact@v2
	with:
	name: "deepspeech-${{ matrix.build-flavor }}.tgz"
	path: ${{ env.CI_TMP_DIR }}
	- uses: actions/download-artifact@v2
	with:
	name: "test-model.${{ matrix.build-flavor }}-${{ matrix.bitrate }}.zip"
	path: ${{ env.CI_TMP_DIR }}
	if: matrix.models == 'test'
	- uses: actions/cache@v2
	id: node-modules-cache
	with:
	path: ~/.npm/
	key: node-modules-${{ matrix.build-flavor }}-${{ runner.os }}-${{ env.CI_NODE_MODULES_NTH }}
	- run: \|
	ls -hal ${{ env.CI_TMP_DIR }}/
	if: matrix.models == 'test'
	- name: Install deepspeech package
	run: \|
	ls -hal ${{ env.CI_TMP_DIR }}/
	npm install --verbose ${{ env.CI_TMP_DIR }}/deepspeech*.tgz
	- run: \|
	ls -hal node_modules/deepspeech* node_modules/.bin/
	- uses: ./.github/actions/run-tests
	with:
	runtime: "node"
	build-flavor: ${{ matrix.build-flavor }}
	bitrate: ${{ matrix.bitrate }}
	model-kind: ${{ matrix.models }}
	test-electronjs_all-macOS:
	name: "Mac\|Test MultiArchPlatform ElectronJS bindings"
	runs-on: macos-10.15
	needs: [ repackage-nodejs-allplatforms, train-test-model-macOS ]
	if: ${{ github.event_name == 'pull_request' }}
	strategy:
	matrix:
	electronjs-version: [5.0.13, 12.0.0]
	build-flavor: ["tf", "tflite"]
	models: ["test", "prod"]
	bitrate: ["8k", "16k"]
	env:
	CI_TMP_DIR: ${{ github.workspace }}/tmp/
	DEEPSPEECH_PROD_MODEL: https://github.com/reuben/DeepSpeech/releases/download/v0.7.0-alpha.3/output_graph.pb
	DEEPSPEECH_PROD_MODEL_MMAP: https://github.com/reuben/DeepSpeech/releases/download/v0.7.0-alpha.3/output_graph.pbmm
	DEEPSPEECH_TEST_MODEL: ${{ github.workspace }}/tmp/output_graph.pb
	EXPECTED_TENSORFLOW_VERSION: "TensorFlow: v2.3.0-6-g23ad988"
	steps:
	- uses: actions/checkout@v2
	with:
	fetch-depth: 1
	- uses: actions/setup-node@v2
	with:
	node-version: 12
	- uses: actions/download-artifact@v2
	with:
	name: "deepspeech-${{ matrix.build-flavor }}.tgz"
	path: ${{ env.CI_TMP_DIR }}
	- uses: actions/download-artifact@v2
	with:
	name: "test-model.${{ matrix.build-flavor }}-${{ matrix.bitrate }}.zip"
	path: ${{ env.CI_TMP_DIR }}
	if: matrix.models == 'test'
	- run: \|
	ls -hal ${{ env.CI_TMP_DIR }}/
	if: matrix.models == 'test'
	- uses: actions/cache@v2
	id: electron-modules-cache
	with:
	path: ~/.npm/
	key: electron-modules-${{ matrix.build-flavor }}-${{ runner.os }}-${{ env.CI_NODE_MODULES_NTH }}
	- name: Install deepspeech package
	run: \|
	ls -hal ${{ env.CI_TMP_DIR }}/
	npm install ${{ env.CI_TMP_DIR }}/deepspeech*.tgz
	- run: \|
	npm install electron@${{ matrix.electronjs-version }}
	- uses: ./.github/actions/run-tests
	with:
	runtime: "electronjs"
	build-flavor: ${{ matrix.build-flavor }}
	bitrate: ${{ matrix.bitrate }}
	model-kind: ${{ matrix.models }}
	timeout-minutes: 5
	test-nodejs_all-Windows:
	name: "Win\|Test MultiArchPlatform NodeJS bindings"
	runs-on: windows-2019
	needs: [repackage-nodejs-allplatforms, train-test-model-Linux]
	if: ${{ github.event_name == 'pull_request' }}
	strategy:
	matrix:
	# https://nodejs.org/en/about/releases/
	nodejs-version: [10, 16]
	build-flavor: ["tf", "tflite"]
	models: ["test", "prod"]
	bitrate: ["8k", "16k"]
	env:
	CI_TMP_DIR: tmp/
	DEEPSPEECH_PROD_MODEL: https://github.com/reuben/DeepSpeech/releases/download/v0.7.0-alpha.3/output_graph.pb
	DEEPSPEECH_PROD_MODEL_MMAP: https://github.com/reuben/DeepSpeech/releases/download/v0.7.0-alpha.3/output_graph.pbmm
	DEEPSPEECH_TEST_MODEL: tmp/output_graph.pb
	EXPECTED_TENSORFLOW_VERSION: "TensorFlow: v2.3.0-6-g23ad988"
	steps:
	- name: Switch git-bash shell to MSYS2 shell by adding MSYS2 path to PATH front
	run: echo "$MSYS2_SHELL_PATH" >> $GITHUB_PATH
	- uses: mozilla/setup-msys2@v2
	with:
	msystem: MSYS
	path-type: inherit
	update: true
	install: >-
	vim
	- uses: actions/checkout@v2
	with:
	fetch-depth: 1
	- uses: actions/setup-node@v2
	with:
	node-version: ${{ matrix.nodejs-version }}
	- uses: ./.github/actions/win-install-sox
	- uses: actions/download-artifact@v2
	with:
	name: "deepspeech-${{ matrix.build-flavor }}.tgz"
	path: ${{ env.CI_TMP_DIR }}
	- uses: actions/download-artifact@v2
	with:
	name: "test-model.${{ matrix.build-flavor }}-${{ matrix.bitrate }}.zip"
	path: ${{ env.CI_TMP_DIR }}
	if: matrix.models == 'test'
	- name: Get npm cache directory
	id: npm-cache-dir
	run: \|
	echo "::set-output name=dir::$(npm config get cache)"
	- uses: actions/cache@v2
	id: node-modules-cache
	with:
	path: ${{ steps.npm-cache-dir.outputs.dir }}
	key: node-modules-${{ matrix.build-flavor }}-${{ runner.os }}-${{ env.CI_NODE_MODULES_NTH }}
	- run: \|
	ls -hal ${{ env.CI_TMP_DIR }}/
	if: matrix.models == 'test'
	- name: Install deepspeech package
	run: \|
	ls -hal ${{ env.CI_TMP_DIR }}/
	npm install ${{ env.CI_TMP_DIR }}/deepspeech*.tgz
	- uses: ./.github/actions/run-tests
	with:
	runtime: "node"
	build-flavor: ${{ matrix.build-flavor }}
	bitrate: ${{ matrix.bitrate }}
	model-kind: ${{ matrix.models }}
	test-electronjs_all-Windows:
	name: "Win\|Test MultiArchPlatform ElectronJS bindings"
	runs-on: windows-2019
	needs: [repackage-nodejs-allplatforms, train-test-model-Linux]
	if: ${{ github.event_name == 'pull_request' }}
	strategy:
	matrix:
	electronjs-version: [5.0.13, 12.0.0]
	build-flavor: ["tf", "tflite"]
	models: ["test", "prod"]
	bitrate: ["8k", "16k"]
	env:
	CI_TMP_DIR: tmp/
	DEEPSPEECH_PROD_MODEL: https://github.com/reuben/DeepSpeech/releases/download/v0.7.0-alpha.3/output_graph.pb
	DEEPSPEECH_PROD_MODEL_MMAP: https://github.com/reuben/DeepSpeech/releases/download/v0.7.0-alpha.3/output_graph.pbmm
	DEEPSPEECH_TEST_MODEL: tmp/output_graph.pb
	EXPECTED_TENSORFLOW_VERSION: "TensorFlow: v2.3.0-6-g23ad988"
	steps:
	- name: Switch git-bash shell to MSYS2 shell by adding MSYS2 path to PATH front
	run: echo "$MSYS2_SHELL_PATH" >> $GITHUB_PATH
	- uses: mozilla/setup-msys2@v2
	with:
	msystem: MSYS
	path-type: inherit
	update: true
	install: >-
	vim
	- uses: actions/checkout@v2
	with:
	fetch-depth: 1
	- uses: actions/setup-node@v2
	with:
	node-version: 12
	- uses: ./.github/actions/win-install-sox
	- uses: actions/download-artifact@v2
	with:
	name: "deepspeech-${{ matrix.build-flavor }}.tgz"
	path: ${{ env.CI_TMP_DIR }}
	- uses: actions/download-artifact@v2
	with:
	name: "test-model.${{ matrix.build-flavor }}-${{ matrix.bitrate }}.zip"
	path: ${{ env.CI_TMP_DIR }}
	if: matrix.models == 'test'
	- run: \|
	ls -hal ${{ env.CI_TMP_DIR }}/
	if: matrix.models == 'test'
	- name: Get npm cache directory
	id: npm-cache-dir
	run: \|
	echo "::set-output name=dir::$(npm config get cache)"
	- uses: actions/cache@v2
	id: electron-modules-cache
	with:
	path: ${{ steps.npm-cache-dir.outputs.dir }}
	key: electron-modules-${{ matrix.build-flavor }}-${{ runner.os }}-${{ env.CI_NODE_MODULES_NTH }}
	- name: Install deepspeech package
	run: \|
	ls -hal ${{ env.CI_TMP_DIR }}/
	npm install ${{ env.CI_TMP_DIR }}/deepspeech*.tgz
	- run: \|
	npm install electron@${{ matrix.electronjs-version }}
	- uses: ./.github/actions/run-tests
	with:
	runtime: "electronjs"
	build-flavor: ${{ matrix.build-flavor }}
	bitrate: ${{ matrix.bitrate }}
	model-kind: ${{ matrix.models }}
	timeout-minutes: 5
	# Linux Armv7 and Aarch64 jobs
	tensorflow_opt-LinuxArmv7:
	name: "LinArmv7\|Check TensorFlow cache"
	runs-on: ubuntu-20.04
	outputs:
	status: ${{ steps.check_artifact_exists.outputs.status }}
	cache_key: ${{ steps.get_cache_key.outputs.key }}
	strategy:
	matrix:
	arch: [ "armv7" ]
	steps:
	- uses: actions/checkout@v2
	with:
	fetch-depth: 1
	- id: get_cache_key
	uses: ./.github/actions/get_cache_key
	with:
	extras: "0"
	- id: check_artifact_exists
	uses: ./.github/actions/check_artifact_exists
	with:
	name: ${{ steps.get_cache_key.outputs.key }}
	tensorflow_opt-LinuxAarch64:
	name: "LinAarch64\|Check TensorFlow cache"
	runs-on: ubuntu-20.04
	outputs:
	status: ${{ steps.check_artifact_exists.outputs.status }}
	cache_key: ${{ steps.get_cache_key.outputs.key }}
	strategy:
	matrix:
	arch: [ "aarch64" ]
	steps:
	- uses: actions/checkout@v2
	with:
	fetch-depth: 1
	- id: get_cache_key
	uses: ./.github/actions/get_cache_key
	with:
	extras: "0"
	- id: check_artifact_exists
	uses: ./.github/actions/check_artifact_exists
	with:
	name: ${{ steps.get_cache_key.outputs.key }}
	build-tensorflow-LinuxArmv7:
	name: "LinArmv7\|Build TensorFlow (opt)"
	needs: tensorflow_opt-LinuxArmv7
	runs-on: ubuntu-20.04
	strategy:
	matrix:
	arch: [ "armv7" ]
	steps:
	- run: true
	if: needs.tensorflow_opt-LinuxArmv7.outputs.status == 'found'
	- uses: actions/checkout@v2
	with:
	fetch-depth: 0
	submodules: 'recursive'
	if: needs.tensorflow_opt-LinuxArmv7.outputs.status == 'missing'
	- uses: ./.github/actions/setup-tensorflow
	if: needs.tensorflow_opt-LinuxArmv7.outputs.status == 'missing'
	- uses: ./.github/actions/build-tensorflow
	with:
	flavor: "--linux-${{ matrix.arch }}"
	if: needs.tensorflow_opt-LinuxArmv7.outputs.status == 'missing'
	- uses: ./.github/actions/package-tensorflow
	if: needs.tensorflow_opt-LinuxArmv7.outputs.status == 'missing'
	- uses: actions/upload-artifact@v2
	with:
	name: ${{ needs.tensorflow_opt-LinuxArmv7.outputs.cache_key }}
	path: ${{ github.workspace }}/artifacts/home.tar.xz
	if: needs.tensorflow_opt-LinuxArmv7.outputs.status == 'missing'
	build-tensorflow-LinuxAarch64:
	name: "LinAarch64\|Build TensorFlow (opt)"
	needs: tensorflow_opt-LinuxAarch64
	runs-on: ubuntu-20.04
	strategy:
	matrix:
	arch: [ "aarch64" ]
	steps:
	- run: true
	if: needs.tensorflow_opt-LinuxAarch64.outputs.status == 'found'
	- uses: actions/checkout@v2
	with:
	fetch-depth: 0
	submodules: 'recursive'
	if: needs.tensorflow_opt-LinuxAarch64.outputs.status == 'missing'
	- uses: ./.github/actions/setup-tensorflow
	if: needs.tensorflow_opt-LinuxAarch64.outputs.status == 'missing'
	- uses: ./.github/actions/build-tensorflow
	with:
	flavor: "--linux-${{ matrix.arch }}"
	if: needs.tensorflow_opt-LinuxAarch64.outputs.status == 'missing'
	- uses: ./.github/actions/package-tensorflow
	if: needs.tensorflow_opt-LinuxAarch64.outputs.status == 'missing'
	- uses: actions/upload-artifact@v2
	with:
	name: ${{ needs.tensorflow_opt-LinuxAarch64.outputs.cache_key }}
	path: ${{ github.workspace }}/artifacts/home.tar.xz
	if: needs.tensorflow_opt-LinuxAarch64.outputs.status == 'missing'
	build-lib_LinuxArmv7:
	name: "LinArmv7\|Build libdeepspeech+client"
	runs-on: ubuntu-20.04
	strategy:
	matrix:
	build-flavor: ["tflite"]
	arch: [ "armv7" ]
	needs: [ build-tensorflow-LinuxArmv7, tensorflow_opt-LinuxArmv7 ]
	env:
	SYSTEM_TARGET: rpi3
	SYSTEM_RASPBIAN: ${{ github.workspace }}/multistrap-raspbian-buster
	steps:
	- uses: actions/checkout@v2
	with:
	fetch-depth: 0
	- uses: actions/download-artifact@v2
	with:
	name: ${{ needs.tensorflow_opt-LinuxArmv7.outputs.cache_key }}
	path: ${{ github.workspace }}/
	if: needs.tensorflow_opt-LinuxArmv7.outputs.status == 'missing'
	- uses: ./.github/actions/check_artifact_exists
	with:
	name: ${{ needs.tensorflow_opt-LinuxArmv7.outputs.cache_key }}
	path: ${{ github.workspace }}/
	download: true
	if: needs.tensorflow_opt-LinuxArmv7.outputs.status == 'found'
	- run: \|
	tar -xf ${{ github.workspace }}/home.tar.xz --skip-old-files
	rm ${{ github.workspace }}/home.tar.xz
	- run: \|
	git status
	- name: "Install chroot"
	uses: ./.github/actions/multistrap
	with:
	arch: ${{ matrix.arch }}
	- uses: ./.github/actions/host-build
	with:
	arch: ${{ matrix.arch }}
	flavor: ${{ matrix.build-flavor }}
	- uses: ./.github/actions/package
	- uses: actions/upload-artifact@v2
	with:
	name: "native_client.${{ matrix.build-flavor }}.linux.${{ matrix.arch }}.tar.xz"
	path: ${{ github.workspace }}/artifacts/native_client.tar.xz
	- uses: actions/upload-artifact@v2
	with:
	name: "libdeepspeech.${{ matrix.build-flavor }}.linux.${{ matrix.arch }}.zip"
	path: ${{ github.workspace }}/artifacts/libdeepspeech.zip
	build-lib_LinuxAarch64:
	name: "LinAarch64\|Build libdeepspeech+client"
	runs-on: ubuntu-20.04
	strategy:
	matrix:
	build-flavor: ["tflite"]
	arch: [ "aarch64" ]
	needs: [ build-tensorflow-LinuxAarch64, tensorflow_opt-LinuxAarch64 ]
	env:
	SYSTEM_TARGET: rpi3-armv8
	SYSTEM_RASPBIAN: ${{ github.workspace }}/multistrap-armbian64-buster
	steps:
	- uses: actions/checkout@v2
	with:
	fetch-depth: 0
	- uses: actions/download-artifact@v2
	with:
	name: ${{ needs.tensorflow_opt-LinuxAarch64.outputs.cache_key }}
	path: ${{ github.workspace }}/
	if: needs.tensorflow_opt-LinuxAarch64.outputs.status == 'missing'
	- uses: ./.github/actions/check_artifact_exists
	with:
	name: ${{ needs.tensorflow_opt-LinuxAarch64.outputs.cache_key }}
	path: ${{ github.workspace }}/
	download: true
	if: needs.tensorflow_opt-LinuxAarch64.outputs.status == 'found'
	- run: \|
	tar -xf ${{ github.workspace }}/home.tar.xz --skip-old-files
	rm ${{ github.workspace }}/home.tar.xz
	- run: \|
	git status
	- name: "Install chroot"
	uses: ./.github/actions/multistrap
	with:
	arch: ${{ matrix.arch }}
	- uses: ./.github/actions/host-build
	with:
	arch: ${{ matrix.arch }}
	flavor: ${{ matrix.build-flavor }}
	- uses: ./.github/actions/package
	- uses: actions/upload-artifact@v2
	with:
	name: "native_client.${{ matrix.build-flavor }}.linux.${{ matrix.arch }}.tar.xz"
	path: ${{ github.workspace }}/artifacts/native_client.tar.xz
	- uses: actions/upload-artifact@v2
	with:
	name: "libdeepspeech.${{ matrix.build-flavor }}.linux.${{ matrix.arch }}.zip"
	path: ${{ github.workspace }}/artifacts/libdeepspeech.zip
	build-python-LinuxArmv7:
	name: "LinArmv7\|Build python bindings"
	runs-on: ubuntu-20.04
	needs: [ build-lib_LinuxArmv7, swig_Linux, tensorflow_opt-LinuxArmv7 ]
	strategy:
	matrix:
	build-flavor: ["tflite"]
	python-version: [3.7]
	arch: [ "armv7" ]
	env:
	DEBIAN_FRONTEND: "noninteractive"
	SYSTEM_TARGET: rpi3
	SYSTEM_RASPBIAN: ${{ github.workspace }}/multistrap-raspbian-buster
	steps:
	- uses: actions/checkout@v2
	with:
	fetch-depth: 1
	- uses: actions/download-artifact@v2
	with:
	name: "native_client.${{ matrix.build-flavor }}.linux.${{ matrix.arch }}.tar.xz"
	path: ${{ github.workspace }}/tensorflow/bazel-bin/native_client/
	- run: \|
	cd ${{ github.workspace }}/tensorflow/bazel-bin/native_client/
	tar xf native_client.tar.xz
	ls -hal
	cd ${{ github.workspace }}/
	- uses: actions/download-artifact@v2
	with:
	name: "swig_Linux"
	path: ${{ github.workspace }}/native_client/ds-swig/
	- name: Link ds-swig into swig
	run: \|
	ls -hal ${{ github.workspace }}/native_client/ds-swig/bin
	ln -s ds-swig ${{ github.workspace }}/native_client/ds-swig/bin/swig
	chmod +x ${{ github.workspace }}/native_client/ds-swig/bin/ds-swig ${{ github.workspace }}/native_client/ds-swig/bin/swig
	- uses: actions/download-artifact@v2
	with:
	name: ${{ needs.tensorflow_opt-LinuxArmv7.outputs.cache_key }}
	path: ${{ github.workspace }}/
	if: needs.tensorflow_opt-LinuxArmv7.outputs.status == 'missing'
	- uses: ./.github/actions/check_artifact_exists
	with:
	name: ${{ needs.tensorflow_opt-LinuxArmv7.outputs.cache_key }}
	path: ${{ github.workspace }}/
	download: true
	if: needs.tensorflow_opt-LinuxArmv7.outputs.status == 'found'
	- run: \|
	tar -xf ${{ github.workspace }}/home.tar.xz --skip-old-files
	rm ${{ github.workspace }}/home.tar.xz
	- uses: actions/setup-python@v2
	with:
	python-version: ${{ matrix.python-version }}
	- uses: ./.github/actions/install-xldd
	with:
	target: ${{ env.SYSTEM_TARGET }}
	- name: "Install chroot"
	uses: ./.github/actions/multistrap
	with:
	arch: ${{ matrix.arch }}
	- id: get_numpy
	uses: ./.github/actions/numpy_vers
	with:
	pyver: ${{ matrix.python-version }}
	- uses: ./.github/actions/python-build
	with:
	build_flavor: ${{ matrix.build-flavor }}
	numpy_build: "${{ steps.get_numpy.outputs.build_version }}"
	numpy_dep: "${{ steps.get_numpy.outputs.dep_version }}"
	target: ${{ env.SYSTEM_TARGET }}
	chroot: ${{ env.SYSTEM_RASPBIAN }}
	- uses: actions/upload-artifact@v2
	with:
	name: "deepspeech-${{ matrix.build-flavor }}-${{ matrix.python-version }}-${{ matrix.arch }}.whl"
	path: ${{ github.workspace }}/wheels/*.whl
	build-nodejs-LinuxArmv7:
	name: "LinArmv7\|Build NodeJS and ElectronJS"
	runs-on: ubuntu-20.04
	needs: [ build-lib_LinuxArmv7, swig_Linux, tensorflow_opt-LinuxArmv7 ]
	strategy:
	matrix:
	build-flavor: ["tflite"]
	arch: [ "armv7" ]
	env:
	SYSTEM_TARGET: rpi3
	SYSTEM_RASPBIAN: ${{ github.workspace }}/multistrap-raspbian-buster
	steps:
	- uses: actions/checkout@v2
	with:
	fetch-depth: 1
	- uses: actions/download-artifact@v2
	with:
	name: "native_client.${{ matrix.build-flavor }}.linux.${{ matrix.arch }}.tar.xz"
	path: ${{ github.workspace }}/tensorflow/bazel-bin/native_client/
	- run: \|
	cd ${{ github.workspace }}/tensorflow/bazel-bin/native_client/
	tar xf native_client.tar.xz
	ls -hal
	cd ${{ github.workspace }}/
	- uses: actions/download-artifact@v2
	with:
	name: "swig_Linux"
	path: ${{ github.workspace }}/native_client/ds-swig/
	- name: Link ds-swig into swig
	run: \|
	ls -hal ${{ github.workspace }}/native_client/ds-swig/bin
	ln -s ds-swig ${{ github.workspace }}/native_client/ds-swig/bin/swig
	chmod +x ${{ github.workspace }}/native_client/ds-swig/bin/ds-swig ${{ github.workspace }}/native_client/ds-swig/bin/swig
	- uses: actions/download-artifact@v2
	with:
	name: ${{ needs.tensorflow_opt-LinuxArmv7.outputs.cache_key }}
	path: ${{ github.workspace }}/
	if: needs.tensorflow_opt-LinuxArmv7.outputs.status == 'missing'
	- uses: ./.github/actions/check_artifact_exists
	with:
	name: ${{ needs.tensorflow_opt-LinuxArmv7.outputs.cache_key }}
	path: ${{ github.workspace }}/
	download: true
	if: needs.tensorflow_opt-LinuxArmv7.outputs.status == 'found'
	- run: \|
	tar -xf ${{ github.workspace }}/home.tar.xz --skip-old-files
	rm ${{ github.workspace }}/home.tar.xz
	- uses: ./.github/actions/install-xldd
	with:
	target: ${{ env.SYSTEM_TARGET }}
	- name: "Install chroot"
	uses: ./.github/actions/multistrap
	with:
	arch: ${{ matrix.arch }}
	- uses: actions/setup-node@v2
	with:
	node-version: 12
	- uses: actions/cache@v2
	id: node-headers-cache
	with:
	path: native_client/javascript/headers/nodejs/
	key: node-headers-10.0.0_15.0.0
	- uses: actions/cache@v2
	id: electron-headers-cache
	with:
	path: native_client/javascript/headers/electronjs/
	key: electron-headers-5.0.13_12.0.0
	- uses: ./.github/actions/node-build
	with:
	nodejs_versions: "10.0.0 11.0.0 12.7.0 13.0.0 14.0.0 15.0.0"
	electronjs_versions: "5.0.13 6.0.12 6.1.7 7.0.1 7.1.8 8.0.1 9.0.1 9.1.0 9.2.0 10.0.0 10.1.0 11.0.0 12.0.0"
	target: ${{ env.SYSTEM_TARGET }}
	chroot: ${{ env.SYSTEM_RASPBIAN }}
	- uses: actions/upload-artifact@v2
	with:
	name: "nodewrapper-${{ matrix.build-flavor }}-Linux_${{ matrix.arch }}.tar.gz"
	path: ${{ github.workspace }}/native_client/javascript/wrapper.tar.gz
	- uses: actions/upload-artifact@v2
	with:
	name: "deepspeech_intermediate-${{ matrix.build-flavor }}-${{ matrix.arch }}.tgz"
	path: ${{ github.workspace }}/native_client/javascript/deepspeech-*.tgz
	build-python-LinuxAarch64:
	name: "LinAarch64\|Build python bindings"
	runs-on: ubuntu-20.04
	needs: [ build-lib_LinuxAarch64, swig_Linux, tensorflow_opt-LinuxAarch64 ]
	strategy:
	matrix:
	build-flavor: ["tflite"]
	python-version: [3.7]
	arch: [ "aarch64" ]
	env:
	DEBIAN_FRONTEND: "noninteractive"
	SYSTEM_TARGET: rpi3-armv8
	SYSTEM_RASPBIAN: ${{ github.workspace }}/multistrap-armbian64-buster
	steps:
	- run: \|
	sudo apt-get install -y --no-install-recommends
	- uses: actions/checkout@v2
	with:
	fetch-depth: 1
	- uses: actions/download-artifact@v2
	with:
	name: "native_client.${{ matrix.build-flavor }}.linux.${{ matrix.arch }}.tar.xz"
	path: ${{ github.workspace }}/tensorflow/bazel-bin/native_client/
	- run: \|
	cd ${{ github.workspace }}/tensorflow/bazel-bin/native_client/
	tar xf native_client.tar.xz
	ls -hal
	cd ${{ github.workspace }}/
	- uses: actions/download-artifact@v2
	with:
	name: "swig_Linux"
	path: ${{ github.workspace }}/native_client/ds-swig/
	- name: Link ds-swig into swig
	run: \|
	ls -hal ${{ github.workspace }}/native_client/ds-swig/bin
	ln -s ds-swig ${{ github.workspace }}/native_client/ds-swig/bin/swig
	chmod +x ${{ github.workspace }}/native_client/ds-swig/bin/ds-swig ${{ github.workspace }}/native_client/ds-swig/bin/swig
	- uses: actions/download-artifact@v2
	with:
	name: ${{ needs.tensorflow_opt-LinuxAarch64.outputs.cache_key }}
	path: ${{ github.workspace }}/
	if: needs.tensorflow_opt-LinuxAarch64.outputs.status == 'missing'
	- uses: ./.github/actions/check_artifact_exists
	with:
	name: ${{ needs.tensorflow_opt-LinuxAarch64.outputs.cache_key }}
	path: ${{ github.workspace }}/
	download: true
	if: needs.tensorflow_opt-LinuxAarch64.outputs.status == 'found'
	- run: \|
	tar -xf ${{ github.workspace }}/home.tar.xz --skip-old-files
	rm ${{ github.workspace }}/home.tar.xz
	- uses: actions/setup-python@v2
	with:
	python-version: ${{ matrix.python-version }}
	- uses: ./.github/actions/install-xldd
	with:
	target: ${{ env.SYSTEM_TARGET }}
	- name: "Install chroot"
	uses: ./.github/actions/multistrap
	with:
	arch: ${{ matrix.arch }}
	- id: get_numpy
	uses: ./.github/actions/numpy_vers
	with:
	pyver: ${{ matrix.python-version }}
	- uses: ./.github/actions/python-build
	with:
	build_flavor: ${{ matrix.build-flavor }}
	numpy_build: "${{ steps.get_numpy.outputs.build_version }}"
	numpy_dep: "${{ steps.get_numpy.outputs.dep_version }}"
	target: ${{ env.SYSTEM_TARGET }}
	chroot: ${{ env.SYSTEM_RASPBIAN }}
	- uses: actions/upload-artifact@v2
	with:
	name: "deepspeech-${{ matrix.build-flavor }}-${{ matrix.python-version }}-${{ matrix.arch }}.whl"
	path: ${{ github.workspace }}/wheels/*.whl
	build-nodejs-LinuxAarch64:
	name: "LinAarch64\|Build NodeJS and ElectronJS"
	runs-on: ubuntu-20.04
	needs: [ build-lib_LinuxAarch64, swig_Linux, tensorflow_opt-LinuxAarch64 ]
	strategy:
	matrix:
	build-flavor: ["tflite"]
	arch: [ "aarch64" ]
	env:
	SYSTEM_TARGET: rpi3-armv8
	SYSTEM_RASPBIAN: ${{ github.workspace }}/multistrap-armbian64-buster
	steps:
	- uses: actions/checkout@v2
	with:
	fetch-depth: 1
	- uses: actions/download-artifact@v2
	with:
	name: "native_client.${{ matrix.build-flavor }}.linux.${{ matrix.arch }}.tar.xz"
	path: ${{ github.workspace }}/tensorflow/bazel-bin/native_client/
	- run: \|
	cd ${{ github.workspace }}/tensorflow/bazel-bin/native_client/
	tar xf native_client.tar.xz
	ls -hal
	cd ${{ github.workspace }}/
	- uses: actions/download-artifact@v2
	with:
	name: "swig_Linux"
	path: ${{ github.workspace }}/native_client/ds-swig/
	- name: Link ds-swig into swig
	run: \|
	ls -hal ${{ github.workspace }}/native_client/ds-swig/bin
	ln -s ds-swig ${{ github.workspace }}/native_client/ds-swig/bin/swig
	chmod +x ${{ github.workspace }}/native_client/ds-swig/bin/ds-swig ${{ github.workspace }}/native_client/ds-swig/bin/swig
	- uses: actions/download-artifact@v2
	with:
	name: ${{ needs.tensorflow_opt-LinuxAarch64.outputs.cache_key }}
	path: ${{ github.workspace }}/
	if: needs.tensorflow_opt-LinuxAarch64.outputs.status == 'missing'
	- uses: ./.github/actions/check_artifact_exists
	with:
	name: ${{ needs.tensorflow_opt-LinuxAarch64.outputs.cache_key }}
	path: ${{ github.workspace }}/
	download: true
	if: needs.tensorflow_opt-LinuxAarch64.outputs.status == 'found'
	- run: \|
	tar -xf ${{ github.workspace }}/home.tar.xz --skip-old-files
	rm ${{ github.workspace }}/home.tar.xz
	- uses: ./.github/actions/install-xldd
	with:
	target: ${{ env.SYSTEM_TARGET }}
	- name: "Install chroot"
	uses: ./.github/actions/multistrap
	with:
	arch: ${{ matrix.arch }}
	- uses: actions/setup-node@v2
	with:
	node-version: 12
	- uses: actions/cache@v2
	id: node-headers-cache
	with:
	path: native_client/javascript/headers/nodejs/
	key: node-headers-10.0.0_15.0.0
	- uses: actions/cache@v2
	id: electron-headers-cache
	with:
	path: native_client/javascript/headers/electronjs/
	key: electron-headers-5.0.13_12.0.0
	- uses: ./.github/actions/node-build
	with:
	nodejs_versions: "10.0.0 11.0.0 12.7.0 13.0.0 14.0.0 15.0.0"
	electronjs_versions: "5.0.13 6.0.12 6.1.7 7.0.1 7.1.8 8.0.1 9.0.1 9.1.0 9.2.0 10.0.0 10.1.0 11.0.0 12.0.0"
	target: ${{ env.SYSTEM_TARGET }}
	chroot: ${{ env.SYSTEM_RASPBIAN }}
	- uses: actions/upload-artifact@v2
	with:
	name: "nodewrapper-${{ matrix.build-flavor }}-Linux_${{ matrix.arch }}.tar.gz"
	path: ${{ github.workspace }}/native_client/javascript/wrapper.tar.gz
	- uses: actions/upload-artifact@v2
	with:
	name: "deepspeech_intermediate-${{ matrix.build-flavor }}-${{ matrix.arch }}.tgz"
	path: ${{ github.workspace }}/native_client/javascript/deepspeech-*.tgz
	build-test-chroot:
	name: "Lin\|Build test chroot"
	runs-on: ubuntu-20.04
	if: ${{ github.event_name == 'pull_request' }}
	strategy:
	matrix:
	arch: [ "armv7", "aarch64" ]
	env:
	CI_TMP_DIR: ${{ github.workspace }}/tmp
	DEBIAN_FRONTEND: "noninteractive"
	SYSTEM_RASPBIAN: ${{ github.workspace }}/chroot-${{ matrix.arch }}
	steps:
	- uses: actions/checkout@v2
	with:
	fetch-depth: 1
	- name: "Install and setup chroot"
	uses: ./.github/actions/multistrap
	with:
	arch: ${{ matrix.arch }}
	packages: "bash wget curl sox xxd libatlas3-base libopenblas-base ca-certificates python3 python3-pip gnupg libatk1.0-0 libatk-bridge2.0-0 libcairo2 libcups2 libdbus-1-3 libgdk-pixbuf2.0-0 libgtk-3-0 libgbm1 libnspr4 libnss3 libpango-1.0-0 libpangocairo-1.0-0 libx11-xcb1 libxcb-dri3-0 libxcomposite1 libxcursor1 libxdamage1 libxfixes3 libxi6 libxrandr2 libxrender1 libxss1 libxtst6 xauth"
	- name: "Create a chroot tarball"
	run: \|
	sudo tar -cf - -C ${{ env.SYSTEM_RASPBIAN }}/ --one-file-system . \| xz -9 -T0 > ${{ github.workspace }}/chroot.tar.xz
	- uses: actions/upload-artifact@v2
	with:
	name: chroot-${{ matrix.arch }}
	path: ${{ github.workspace }}/chroot.tar.xz
	test-cpp-LinuxArm:
	name: "LinArm*\|Test C++ binary"
	runs-on: ubuntu-20.04
	needs: [ build-lib_LinuxArmv7, build-lib_LinuxAarch64, train-test-model-Linux, build-test-chroot ]
	if: ${{ github.event_name == 'pull_request' }}
	strategy:
	matrix:
	arch: [ "armv7", "aarch64" ]
	build-flavor: ["tflite"]
	models: ["test", "prod"]
	bitrate: ["8k", "16k"]
	env:
	CI_TMP_DIR: ${{ github.workspace }}/tmp
	DEBIAN_FRONTEND: "noninteractive"
	DEEPSPEECH_PROD_MODEL: https://github.com/reuben/DeepSpeech/releases/download/v0.7.0-alpha.3/output_graph.pb
	DEEPSPEECH_PROD_MODEL_MMAP: https://github.com/reuben/DeepSpeech/releases/download/v0.7.0-alpha.3/output_graph.pbmm
	DEEPSPEECH_TEST_MODEL: ${{ github.workspace }}/tmp/output_graph.pb
	EXPECTED_TENSORFLOW_VERSION: "TensorFlow: v2.3.0-6-g23ad988"
	SYSTEM_RASPBIAN: ${{ github.workspace }}/chroot-${{ matrix.arch }}
	steps:
	- name: "Install QEMU"
	run: \|
	sudo apt-get update -y
	sudo apt-get install -y --no-install-recommends qemu-user-static
	- uses: actions/checkout@v2
	with:
	fetch-depth: 1
	- uses: actions/download-artifact@v2
	with:
	name: "chroot-${{ matrix.arch }}"
	path: ${{ env.CI_TMP_DIR }}/
	- run: \|
	mkdir ${{ env.SYSTEM_RASPBIAN }}/
	sudo tar -xf ${{ env.CI_TMP_DIR }}/chroot.tar.xz -C ${{ env.SYSTEM_RASPBIAN }}/
	rm ${{ env.CI_TMP_DIR }}/chroot.tar.xz
	- uses: actions/download-artifact@v2
	with:
	name: "native_client.${{ matrix.build-flavor }}.linux.${{ matrix.arch }}.tar.xz"
	path: ${{ env.CI_TMP_DIR }}/
	- run: \|
	cd ${{ env.CI_TMP_DIR }}/
	mkdir ds && cd ds && tar xf ../native_client.tar.xz
	- uses: actions/download-artifact@v2
	with:
	name: "test-model.${{ matrix.build-flavor }}-${{ matrix.bitrate }}.zip"
	path: ${{ env.CI_TMP_DIR }}/
	if: matrix.models == 'test'
	- run: \|
	ls -hal ${{ env.CI_TMP_DIR }}/
	if: matrix.models == 'test'
	- name: "Check tests"
	run: \|
	file ${{ env.SYSTEM_RASPBIAN }}/${{ env.CI_TMP_DIR }}/ds/*
	- uses: ./.github/actions/chroot-bind-mount
	with:
	mounts: "/dev"
	- uses: ./.github/actions/run-tests
	with:
	runtime: "cpp"
	chroot: "sudo --preserve-env chroot --userspec=runner:docker ${{ env.SYSTEM_RASPBIAN }}/ ${{ github.workspace }}"
	build-flavor: ${{ matrix.build-flavor }}
	bitrate: ${{ matrix.bitrate }}
	model-kind: ${{ matrix.models }}
	test-py-LinuxArm:
	name: "LinArm*\|Test Python bindings"
	runs-on: ubuntu-20.04
	needs: [ build-python-LinuxArmv7, build-python-LinuxAarch64, train-test-model-Linux, build-test-chroot ]
	if: ${{ github.event_name == 'pull_request' }}
	strategy:
	matrix:
	arch: [ "armv7", "aarch64" ]
	python-version: [3.7]
	build-flavor: ["tflite"]
	models: ["test", "prod"]
	bitrate: ["8k", "16k"]
	env:
	CI_TMP_DIR: ${{ github.workspace }}/tmp
	DEBIAN_FRONTEND: "noninteractive"
	DEEPSPEECH_PROD_MODEL: https://github.com/reuben/DeepSpeech/releases/download/v0.7.0-alpha.3/output_graph.pb
	DEEPSPEECH_PROD_MODEL_MMAP: https://github.com/reuben/DeepSpeech/releases/download/v0.7.0-alpha.3/output_graph.pbmm
	DEEPSPEECH_TEST_MODEL: ${{ github.workspace }}/tmp/output_graph.pb
	EXPECTED_TENSORFLOW_VERSION: "TensorFlow: v2.3.0-6-g23ad988"
	SYSTEM_RASPBIAN: ${{ github.workspace }}/chroot-${{ matrix.arch }}
	PIP_EXTRA_INDEX_URL: "https://www.piwheels.org/simple https://lissyx.github.io/deepspeech-python-wheels/"
	steps:
	- name: "Install QEMU"
	run: \|
	sudo apt-get update -y
	sudo apt-get install -y --no-install-recommends qemu-user-static
	- uses: actions/checkout@v2
	with:
	fetch-depth: 1
	- uses: actions/download-artifact@v2
	with:
	name: "chroot-${{ matrix.arch }}"
	path: ${{ env.CI_TMP_DIR }}/
	- run: \|
	mkdir ${{ env.SYSTEM_RASPBIAN }}/
	sudo tar -xf ${{ env.CI_TMP_DIR }}/chroot.tar.xz -C ${{ env.SYSTEM_RASPBIAN }}/
	rm ${{ env.CI_TMP_DIR }}/chroot.tar.xz
	- uses: actions/download-artifact@v2
	with:
	name: "deepspeech-${{ matrix.build-flavor }}-${{ matrix.python-version }}-${{ matrix.arch }}.whl"
	path: ${{ env.CI_TMP_DIR }}/
	- uses: actions/download-artifact@v2
	with:
	name: "test-model.${{ matrix.build-flavor }}-${{ matrix.bitrate }}.zip"
	path: ${{ env.CI_TMP_DIR }}/
	if: matrix.models == 'test'
	- run: \|
	ls -hal ${{ env.CI_TMP_DIR }}/
	if: matrix.models == 'test'
	- uses: ./.github/actions/chroot-bind-mount
	with:
	mounts: "/dev"
	- run: \|
	ls -hal ${{ env.CI_TMP_DIR }}/
	ls -hal ${{ github.workspace }}/
	ls -hal ${{ env.SYSTEM_RASPBIAN }}/${{ github.workspace }}/
	sudo --preserve-env chroot --userspec=runner:docker ${{ env.SYSTEM_RASPBIAN }}/ pip3 install --only-binary :all: --upgrade ${{ env.CI_TMP_DIR }}/deepspeech*.whl
	- uses: ./.github/actions/run-tests
	with:
	runtime: "python"
	chroot: "sudo --preserve-env chroot --userspec=runner:docker ${{ env.SYSTEM_RASPBIAN }}/ ${{ github.workspace }}"
	build-flavor: ${{ matrix.build-flavor }}
	bitrate: ${{ matrix.bitrate }}
	model-kind: ${{ matrix.models }}
	test-nodejs-LinuxArm:
	name: "LinArm*\|Test NodeJS bindings"
	runs-on: ubuntu-20.04
	needs: [ build-nodejs-LinuxArmv7, build-nodejs-LinuxAarch64, train-test-model-Linux, build-test-chroot ]
	if: ${{ github.event_name == 'pull_request' }}
	strategy:
	matrix:
	arch: [ "armv7", "aarch64" ]
	# https://nodejs.org/en/about/releases/
	nodejs-version: [10, 12, 14, 16]
	build-flavor: ["tflite"]
	models: ["test"]
	bitrate: ["16k"]
	env:
	CI_TMP_DIR: ${{ github.workspace }}/tmp
	DEBIAN_FRONTEND: "noninteractive"
	DEEPSPEECH_PROD_MODEL: https://github.com/reuben/DeepSpeech/releases/download/v0.7.0-alpha.3/output_graph.pb
	DEEPSPEECH_PROD_MODEL_MMAP: https://github.com/reuben/DeepSpeech/releases/download/v0.7.0-alpha.3/output_graph.pbmm
	DEEPSPEECH_TEST_MODEL: ${{ github.workspace }}/tmp/output_graph.pb
	EXPECTED_TENSORFLOW_VERSION: "TensorFlow: v2.3.0-6-g23ad988"
	SYSTEM_RASPBIAN: ${{ github.workspace }}/chroot-${{ matrix.arch }}
	steps:
	- name: "Install QEMU"
	run: \|
	sudo apt-get update -y
	sudo apt-get install -y --no-install-recommends qemu-user-static
	- uses: actions/checkout@v2
	with:
	fetch-depth: 1
	- uses: actions/download-artifact@v2
	with:
	name: "chroot-${{ matrix.arch }}"
	path: ${{ env.CI_TMP_DIR }}/
	- run: \|
	mkdir ${{ env.SYSTEM_RASPBIAN }}/
	sudo tar -xf ${{ env.CI_TMP_DIR }}/chroot.tar.xz -C ${{ env.SYSTEM_RASPBIAN }}/
	rm ${{ env.CI_TMP_DIR }}/chroot.tar.xz
	- name: "Install NodeJS"
	uses: ./.github/actions/node-install
	with:
	node: ${{ matrix.nodejs-version }}
	- uses: actions/download-artifact@v2
	with:
	name: "deepspeech_intermediate-${{ matrix.build-flavor }}-${{ matrix.arch }}.tgz"
	path: ${{ env.CI_TMP_DIR }}/
	- uses: actions/download-artifact@v2
	with:
	name: "test-model.${{ matrix.build-flavor }}-${{ matrix.bitrate }}.zip"
	path: ${{ env.CI_TMP_DIR }}/
	if: matrix.models == 'test'
	- run: \|
	ls -hal ${{ env.CI_TMP_DIR }}/
	if: matrix.models == 'test'
	- uses: ./.github/actions/chroot-bind-mount
	with:
	mounts: "/dev"
	- name: Install deepspeech package
	run: \|
	sudo --preserve-env chroot --userspec=runner:docker ${{ env.SYSTEM_RASPBIAN }}/ npm install --prefix ${{ github.workspace }}/ --verbose ${{ env.CI_TMP_DIR }}/deepspeech*.tgz
	- uses: ./.github/actions/run-tests
	with:
	runtime: "node"
	chroot: "sudo --preserve-env chroot --userspec=runner:docker ${{ env.SYSTEM_RASPBIAN }}/ ${{ github.workspace }}"
	build-flavor: ${{ matrix.build-flavor }}
	bitrate: ${{ matrix.bitrate }}
	model-kind: ${{ matrix.models }}
	test-electronjs-LinuxArm:
	name: "LinArm*\|Test ElectronJS bindings"
	runs-on: ubuntu-20.04
	needs: [ build-nodejs-LinuxArmv7, build-nodejs-LinuxAarch64, train-test-model-Linux, build-test-chroot ]
	# Disable this task because it seems qemu does not work super-well with ElectronJS
	if: ${{ github.event_name == 'disabled' }}
	strategy:
	matrix:
	arch: [ "armv7", "aarch64" ]
	electronjs-version: [5.0.13, 6.1.7, 7.1.8, 8.0.1, 9.2.0, 10.1.0, 11.0.0, 12.0.0]
	build-flavor: ["tflite"]
	models: ["test"]
	bitrate: ["16k"]
	env:
	CI_TMP_DIR: ${{ github.workspace }}/tmp
	DEBIAN_FRONTEND: "noninteractive"
	DEEPSPEECH_PROD_MODEL: https://github.com/reuben/DeepSpeech/releases/download/v0.7.0-alpha.3/output_graph.pb
	DEEPSPEECH_PROD_MODEL_MMAP: https://github.com/reuben/DeepSpeech/releases/download/v0.7.0-alpha.3/output_graph.pbmm
	DEEPSPEECH_TEST_MODEL: ${{ github.workspace }}/tmp/output_graph.pb
	EXPECTED_TENSORFLOW_VERSION: "TensorFlow: v2.3.0-6-g23ad988"
	SYSTEM_RASPBIAN: ${{ github.workspace }}/chroot-${{ matrix.arch }}
	DISPLAY: ":99.0"
	steps:
	- name: "Install QEMU"
	run: \|
	sudo apt-get update -y
	sudo apt-get install -y --no-install-recommends qemu-user-static xvfb xauth
	- uses: actions/checkout@v2
	with:
	fetch-depth: 1
	- uses: actions/download-artifact@v2
	with:
	name: "chroot-${{ matrix.arch }}"
	path: ${{ env.CI_TMP_DIR }}/
	- run: \|
	mkdir ${{ env.SYSTEM_RASPBIAN }}/
	sudo tar -xf ${{ env.CI_TMP_DIR }}/chroot.tar.xz -C ${{ env.SYSTEM_RASPBIAN }}/
	rm ${{ env.CI_TMP_DIR }}/chroot.tar.xz
	- name: "Install NodeJS"
	uses: ./.github/actions/node-install
	with:
	node: 12
	- uses: actions/download-artifact@v2
	with:
	name: "deepspeech_intermediate-${{ matrix.build-flavor }}-${{ matrix.arch }}.tgz"
	path: ${{ env.CI_TMP_DIR }}/
	- uses: actions/download-artifact@v2
	with:
	name: "test-model.${{ matrix.build-flavor }}-${{ matrix.bitrate }}.zip"
	path: ${{ env.CI_TMP_DIR }}/
	if: matrix.models == 'test'
	- run: \|
	ls -hal ${{ env.CI_TMP_DIR }}/
	if: matrix.models == 'test'
	- uses: ./.github/actions/chroot-bind-mount
	with:
	mounts: "/dev /proc /sys /run"
	- name: Install deepspeech package
	run: \|
	sudo --preserve-env chroot --userspec=runner:docker ${{ env.SYSTEM_RASPBIAN }}/ npm install --prefix ${{ github.workspace }}/ ${{ env.CI_TMP_DIR }}/deepspeech*.tgz
	- run: \|
	sudo --preserve-env chroot --userspec=runner:docker ${{ env.SYSTEM_RASPBIAN }}/ npm install --prefix ${{ github.workspace }}/ electron@${{ matrix.electronjs-version }}
	- name: "Fake X display"
	run: \|
	sudo Xvfb :99 -screen 0 1024x768x24 > /dev/null 2>&1 &
	xvfb_process=$!
	echo $xvfb_process > ${{ env.CI_TMP_DIR }}/xvfb.pid
	cat ${{ env.CI_TMP_DIR }}/xvfb.pid
	- name: "Debug missing libs"
	run: \|
	sudo --preserve-env chroot --userspec=runner:docker ${{ env.SYSTEM_RASPBIAN }}/ ls -hal ${{ github.workspace }}/node_modules/electron/dist/electron
	sudo --preserve-env chroot --userspec=runner:docker ${{ env.SYSTEM_RASPBIAN }}/ ldd ${{ github.workspace }}/node_modules/electron/dist/electron
	- uses: ./.github/actions/run-tests
	with:
	runtime: "electronjs"
	chroot: "sudo --preserve-env chroot --userspec=runner:docker ${{ env.SYSTEM_RASPBIAN }}/ ${{ github.workspace }}"
	build-flavor: ${{ matrix.build-flavor }}
	bitrate: ${{ matrix.bitrate }}
	model-kind: ${{ matrix.models }}
	timeout-minutes: 5
	- name: "Kill X"
	run: \|
	cat ${{ env.CI_TMP_DIR }}/xvfb.pid
	sudo kill -9 $(cat ${{ env.CI_TMP_DIR }}/xvfb.pid)

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