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@tensorflow/tfjs-node

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This repository provides native TensorFlow execution in backend JavaScript applications under the Node.js runtime, accelerated by the TensorFlow C binary under the hood. It provides the same API as [TensorFlow.js](https://js.tensorflow.org/api/latest/).

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steps: # Clone tensorflow # TODO(mattsoulanille): Specify branch with variable. - name: 'tensorflow/build@sha256:47f8603647612f797f9ad9279c55620dc4ceb9980a5f9fe6ae35882b96ec0ac0' entrypoint: 'git' id: 'clone' args: ['clone', '--branch', 'r2.7', '--single-branch', '--depth', '1', 'https://github.com/tensorflow/tensorflow.git'] # Configure tensorflow - name: 'tensorflow/build@sha256:47f8603647612f797f9ad9279c55620dc4ceb9980a5f9fe6ae35882b96ec0ac0' entrypoint: 'bash' id: 'configure' dir: 'tensorflow' args: ['./configure'] env: - 'PYTHON_BIN_PATH=/usr/bin/python3' - 'PYTHON_LIB_PATH=/usr/lib/python3/dist-packages' - 'TF_NEED_ROCM=false' - 'TF_NEED_CUDA=false' - 'TF_DOWNLOAD_CLANG=false' - 'CC_OPT_FLAGS=-Wno-sign-compare' - 'TF_SET_ANDROID_WORKSPACE=false' # Build tensorflow # First, hide system openssl. # https://github.com/tensorflow/tensorflow/issues/48401#issuecomment-818377995 - name: 'tensorflow/build@sha256:47f8603647612f797f9ad9279c55620dc4ceb9980a5f9fe6ae35882b96ec0ac0' entrypoint: 'bash' id: 'build' dir: 'tensorflow' args: - '-eEuo' - 'pipefail' - '-c' - |- mv /usr/include/openssl /usr/include/openssl.original bazel build --jobs=16 -c opt --config=elinux_aarch64 //tensorflow:libtensorflow.so //tensorflow:libtensorflow_framework.so # Copy results to a staging directory and tar them - name: 'tensorflow/build@sha256:47f8603647612f797f9ad9279c55620dc4ceb9980a5f9fe6ae35882b96ec0ac0' entrypoint: 'bash' id: 'copy-results' args: - '-eEuo' - 'pipefail' - '-c' - |- mkdir tf_build mkdir tf_build/lib cp -P tensorflow/bazel-bin/tensorflow/libtensorflow*.so* tf_build/lib mkdir -p tf_build/include/tensorflow/core/platform mkdir -p tf_build/include/tensorflow/c/eager cp tensorflow/tensorflow/core/platform/ctstring.h tf_build/include/tensorflow/core/platform/ cp tensorflow/tensorflow/core/platform/ctstring_internal.h tf_build/include/tensorflow/core/platform/ cp tensorflow/tensorflow/c/c_api.h tf_build/include/tensorflow/c/ cp tensorflow/tensorflow/c/c_api_experimental.h tf_build/include/tensorflow/c/ cp tensorflow/tensorflow/c/c_api_macros.h tf_build/include/tensorflow/c/ cp tensorflow/tensorflow/c/tensor_interface.h tf_build/include/tensorflow/c/ cp tensorflow/tensorflow/c/tf_attrtype.h tf_build/include/tensorflow/c/ cp tensorflow/tensorflow/c/tf_datatype.h tf_build/include/tensorflow/c/ cp tensorflow/tensorflow/c/tf_file_statistics.h tf_build/include/tensorflow/c/ cp tensorflow/tensorflow/c/tf_status.h tf_build/include/tensorflow/c/ cp tensorflow/tensorflow/c/tf_tensor.h tf_build/include/tensorflow/c/ cp tensorflow/tensorflow/c/tf_tstring.h tf_build/include/tensorflow/c/ cp tensorflow/tensorflow/c/eager/c_api.h tf_build/include/tensorflow/c/eager/ cp tensorflow/tensorflow/c/eager/c_api_experimental.h tf_build/include/tensorflow/c/eager/ cp tensorflow/tensorflow/c/eager/c_api_unified_experimental.h tf_build/include/tensorflow/c/eager/ cp tensorflow/tensorflow/c/eager/dlpack.h tf_build/include/tensorflow/c/eager/ cd tf_build tar czf libtensorflow_r2_7_linux_arm64.tar.gz ./lib ./include # Push results to bucket - name: 'gcr.io/google.com/cloudsdktool/cloud-sdk' entrypoint: 'gsutil' id: 'push' args: ['cp', 'tf_build/libtensorflow_r2_7_linux_arm64.tar.gz', 'gs://tf-builds'] timeout: 7200s options: logStreamingOption: 'STREAM_ON' machineType: 'E2_HIGHCPU_32' substitution_option: 'ALLOW_LOOSE'