test

.gitignore

@@ -1,5 +1,5 @@
-build/
-lib/
-bin/
-include/
-build-temp/
+build/
+lib/
+bin/
+include/
+build-temp/

README.md

@@ -1,13 +1,13 @@
-# Binary Tensor
-
-![C++](https://img.shields.io/badge/C%2B%2B-17-blue)
-
-This project is in experiment. Not final product.
-
-A C++ bit-per-value tensor library that can be used to work with machine learning or deep learning project.
-
-This library only using tensor that have only 1 bit per layer value. and only use one binary digits (0 or 1) as a value in a tensor. This library using bitwise operator to calculate tensor.
-
-All arithmetic operators have been replaced with bitwise operator.
-
-Build your own binary neural network models with this library.
+# Binary Tensor
+
+![C++](https://img.shields.io/badge/C%2B%2B-17-blue)
+
+This project is in experiment. Not final product.
+
+A C++ bit-per-value tensor library that can be used to work with machine learning or deep learning project.
+
+This library only using tensor that have only 1 bit per layer value. and only use one binary digits (0 or 1) as a value in a tensor. This library using bitwise operator to calculate tensor.
+
+All arithmetic operators have been replaced with bitwise operator.
+
+Build your own binary neural network models with this library.

scripts/actions/install-cuda-ubuntu.sh

@@ -1,127 +1,127 @@
-CUDA_PACKAGES_IN=(
-    "cuda-compiler"
-    "cuda-cudart"
-    "cuda-nvtx"
-    "cuda-nvrtc"
-    "libcurand-dev"
-    "libcublas-dev"
-    "libcufft-dev"
-    "cuda-cccl"
-)
-
-function version_ge() {
-    [ "$#" != "2" ] && echo "${FUNCNAME[0]} requires exactly 2 arguments." && exit 1
-    [ "$(printf '%s\n' "$@" | sort -V | head -n 1)" == "$2" ]
-}
-# returns 0 (true) if a > b
-function version_gt() {
-    [ "$#" != "2" ] && echo "${FUNCNAME[0]} requires exactly 2 arguments." && exit 1
-    [ "$1" = "$2" ] && return 1 || version_ge $1 $2
-}
-# returns 0 (true) if a <= b
-function version_le() {
-    [ "$#" != "2" ] && echo "${FUNCNAME[0]} requires exactly 2 arguments." && exit 1
-    [ "$(printf '%s\n' "$@" | sort -V | head -n 1)" == "$1" ]
-}
-# returns 0 (true) if a < b
-function version_lt() {
-    [ "$#" != "2" ] && echo "${FUNCNAME[0]} requires exactly 2 arguments." && exit 1
-    [ "$1" = "$2" ] && return 1 || version_le $1 $2
-}
-
-
-LINUX_ID=$(lsb_release -si)
-LINUX_ID="${LINUX_ID,,}"
-
-LINUX_VERSION=$(lsb_release -sr)
-LINUX_VERSION="${LINUX_VERSION//.}"
-
-LOCATION_TEMP=${temp}
-
-CUDA_VERSION_MAJOR_MINOR=${cuda}
-
-CUDA_MAJOR=$(echo "${CUDA_VERSION_MAJOR_MINOR}" | cut -d. -f1)
-CUDA_MINOR=$(echo "${CUDA_VERSION_MAJOR_MINOR}" | cut -d. -f2)
-CUDA_PATCH=$(echo "${CUDA_VERSION_MAJOR_MINOR}" | cut -d. -f3)
-
-CUDA_PACKAGES=""
-for package in "${CUDA_PACKAGES_IN[@]}"
-do : 
-    # @todo This is not perfect. Should probably provide a separate list for diff versions
-    # cuda-compiler-X-Y if CUDA >= 9.1 else cuda-nvcc-X-Y
-    if [[ "${package}" == "cuda-nvcc" ]] && version_ge "$CUDA_VERSION_MAJOR_MINOR" "9.1" ; then
-        package="cuda-compiler"
-    elif [[ "${package}" == "cuda-compiler" ]] && version_lt "$CUDA_VERSION_MAJOR_MINOR" "9.1" ; then
-        package="cuda-nvcc"
-    # CUB/Thrust  are packages in cuda-thrust in 11.3, but cuda-cccl in 11.4+
-    elif [[ "${package}" == "cuda-thrust" || "${package}" == "cuda-cccl" ]]; then
-        # CUDA cuda-thrust >= 11.4
-        if version_ge "$CUDA_VERSION_MAJOR_MINOR" "11.4" ; then
-            package="cuda-cccl"
-        # Use cuda-thrust > 11.2
-        elif version_ge "$CUDA_VERSION_MAJOR_MINOR" "11.3" ; then
-            package="cuda-thrust"
-        # Do not include this pacakge < 11.3
-        else
-            continue
-        fi
-    fi
-    # Build the full package name and append to the string.
-    CUDA_PACKAGES+=" ${package}-${CUDA_MAJOR}-${CUDA_MINOR}"
-done
-echo "CUDA_PACKAGES ${CUDA_PACKAGES}"
-
-CPU_ARCH="x86_64"
-PIN_FILENAME="cuda-${LINUX_ID}${LINUX_VERSION}.pin"
-PIN_URL="https://developer.download.nvidia.com/compute/cuda/repos/${LINUX_ID}${LINUX_VERSION}/${CPU_ARCH}/${PIN_FILENAME}"
-KERYRING_PACKAGE_FILENAME="cuda-keyring_1.1-1_all.deb"
-KEYRING_PACKAGE_URL="https://developer.download.nvidia.com/compute/cuda/repos/${LINUX_ID}${LINUX_VERSION}/${CPU_ARCH}/${KERYRING_PACKAGE_FILENAME}"
-REPO_URL="https://developer.download.nvidia.com/compute/cuda/repos/${LINUX_ID}${LINUX_VERSION}/${CPU_ARCH}/"
-
-is_root=false
-if (( $EUID == 0)); then
-   is_root=true
-fi
-# Find if sudo is available
-has_sudo=false
-if command -v sudo &> /dev/null ; then
-    has_sudo=true
-fi
-# Decide if we can proceed or not (root or sudo is required) and if so store whether sudo should be used or not. 
-if [ "$is_root" = false ] && [ "$has_sudo" = false ]; then 
-    echo "Root or sudo is required. Aborting."
-    exit 1
-elif [ "$is_root" = false ] ; then
-    USE_SUDO=sudo
-else
-    USE_SUDO=
-fi
-
-echo "Adding CUDA Repository"
-wget ${PIN_URL}
-$USE_SUDO mv ${PIN_FILENAME} /etc/apt/preferences.d/cuda-repository-pin-600
-wget ${KEYRING_PACKAGE_URL} && ${USE_SUDO} dpkg -i ${KERYRING_PACKAGE_FILENAME} && rm ${KERYRING_PACKAGE_FILENAME}
-$USE_SUDO add-apt-repository "deb ${REPO_URL} /"
-$USE_SUDO apt-get update
-
-$USE_SUDO apt-get -y install ${CUDA_PACKAGES}
-
-if [[ $? -ne 0 ]]; then
-    echo "CUDA Installation Error."
-    exit 1
-fi
-
-CUDA_PATH=/usr/local/cuda-${CUDA_MAJOR}.${CUDA_MINOR}
-echo "CUDA_PATH=${CUDA_PATH}"
-export CUDA_PATH=${CUDA_PATH}
-export PATH="$CUDA_PATH/bin:$PATH"
-export LD_LIBRARY_PATH="$CUDA_PATH/lib:$LD_LIBRARY_PATH"
-export LD_LIBRARY_PATH="$CUDA_PATH/lib64:$LD_LIBRARY_PATH"
-
-if [[ $GITHUB_ACTIONS ]]; then
-    # Set paths for subsequent steps, using ${CUDA_PATH}
-    echo "Adding CUDA to CUDA_PATH, PATH and LD_LIBRARY_PATH"
-    echo "${CUDA_PATH}/bin" >> $GITHUB_PATH
-    echo "LD_LIBRARY_PATH=${CUDA_PATH}/lib:${LD_LIBRARY_PATH}" >> $GITHUB_ENV
-    echo "LD_LIBRARY_PATH=${CUDA_PATH}/lib64:${LD_LIBRARY_PATH}" >> $GITHUB_ENV
-fi
+CUDA_PACKAGES_IN=(
+    "cuda-compiler"
+    "cuda-cudart"
+    "cuda-nvtx"
+    "cuda-nvrtc"
+    "libcurand-dev"
+    "libcublas-dev"
+    "libcufft-dev"
+    "cuda-cccl"
+)
+
+function version_ge() {
+    [ "$#" != "2" ] && echo "${FUNCNAME[0]} requires exactly 2 arguments." && exit 1
+    [ "$(printf '%s\n' "$@" | sort -V | head -n 1)" == "$2" ]
+}
+# returns 0 (true) if a > b
+function version_gt() {
+    [ "$#" != "2" ] && echo "${FUNCNAME[0]} requires exactly 2 arguments." && exit 1
+    [ "$1" = "$2" ] && return 1 || version_ge $1 $2
+}
+# returns 0 (true) if a <= b
+function version_le() {
+    [ "$#" != "2" ] && echo "${FUNCNAME[0]} requires exactly 2 arguments." && exit 1
+    [ "$(printf '%s\n' "$@" | sort -V | head -n 1)" == "$1" ]
+}
+# returns 0 (true) if a < b
+function version_lt() {
+    [ "$#" != "2" ] && echo "${FUNCNAME[0]} requires exactly 2 arguments." && exit 1
+    [ "$1" = "$2" ] && return 1 || version_le $1 $2
+}
+
+
+LINUX_ID=$(lsb_release -si)
+LINUX_ID="${LINUX_ID,,}"
+
+LINUX_VERSION=$(lsb_release -sr)
+LINUX_VERSION="${LINUX_VERSION//.}"
+
+LOCATION_TEMP=${temp}
+
+CUDA_VERSION_MAJOR_MINOR=${cuda}
+
+CUDA_MAJOR=$(echo "${CUDA_VERSION_MAJOR_MINOR}" | cut -d. -f1)
+CUDA_MINOR=$(echo "${CUDA_VERSION_MAJOR_MINOR}" | cut -d. -f2)
+CUDA_PATCH=$(echo "${CUDA_VERSION_MAJOR_MINOR}" | cut -d. -f3)
+
+CUDA_PACKAGES=""
+for package in "${CUDA_PACKAGES_IN[@]}"
+do : 
+    # @todo This is not perfect. Should probably provide a separate list for diff versions
+    # cuda-compiler-X-Y if CUDA >= 9.1 else cuda-nvcc-X-Y
+    if [[ "${package}" == "cuda-nvcc" ]] && version_ge "$CUDA_VERSION_MAJOR_MINOR" "9.1" ; then
+        package="cuda-compiler"
+    elif [[ "${package}" == "cuda-compiler" ]] && version_lt "$CUDA_VERSION_MAJOR_MINOR" "9.1" ; then
+        package="cuda-nvcc"
+    # CUB/Thrust  are packages in cuda-thrust in 11.3, but cuda-cccl in 11.4+
+    elif [[ "${package}" == "cuda-thrust" || "${package}" == "cuda-cccl" ]]; then
+        # CUDA cuda-thrust >= 11.4
+        if version_ge "$CUDA_VERSION_MAJOR_MINOR" "11.4" ; then
+            package="cuda-cccl"
+        # Use cuda-thrust > 11.2
+        elif version_ge "$CUDA_VERSION_MAJOR_MINOR" "11.3" ; then
+            package="cuda-thrust"
+        # Do not include this pacakge < 11.3
+        else
+            continue
+        fi
+    fi
+    # Build the full package name and append to the string.
+    CUDA_PACKAGES+=" ${package}-${CUDA_MAJOR}-${CUDA_MINOR}"
+done
+echo "CUDA_PACKAGES ${CUDA_PACKAGES}"
+
+CPU_ARCH="x86_64"
+PIN_FILENAME="cuda-${LINUX_ID}${LINUX_VERSION}.pin"
+PIN_URL="https://developer.download.nvidia.com/compute/cuda/repos/${LINUX_ID}${LINUX_VERSION}/${CPU_ARCH}/${PIN_FILENAME}"
+KERYRING_PACKAGE_FILENAME="cuda-keyring_1.1-1_all.deb"
+KEYRING_PACKAGE_URL="https://developer.download.nvidia.com/compute/cuda/repos/${LINUX_ID}${LINUX_VERSION}/${CPU_ARCH}/${KERYRING_PACKAGE_FILENAME}"
+REPO_URL="https://developer.download.nvidia.com/compute/cuda/repos/${LINUX_ID}${LINUX_VERSION}/${CPU_ARCH}/"
+
+is_root=false
+if (( $EUID == 0)); then
+   is_root=true
+fi
+# Find if sudo is available
+has_sudo=false
+if command -v sudo &> /dev/null ; then
+    has_sudo=true
+fi
+# Decide if we can proceed or not (root or sudo is required) and if so store whether sudo should be used or not. 
+if [ "$is_root" = false ] && [ "$has_sudo" = false ]; then 
+    echo "Root or sudo is required. Aborting."
+    exit 1
+elif [ "$is_root" = false ] ; then
+    USE_SUDO=sudo
+else
+    USE_SUDO=
+fi
+
+echo "Adding CUDA Repository"
+wget ${PIN_URL}
+$USE_SUDO mv ${PIN_FILENAME} /etc/apt/preferences.d/cuda-repository-pin-600
+wget ${KEYRING_PACKAGE_URL} && ${USE_SUDO} dpkg -i ${KERYRING_PACKAGE_FILENAME} && rm ${KERYRING_PACKAGE_FILENAME}
+$USE_SUDO add-apt-repository "deb ${REPO_URL} /"
+$USE_SUDO apt-get update
+
+$USE_SUDO apt-get -y install ${CUDA_PACKAGES}
+
+if [[ $? -ne 0 ]]; then
+    echo "CUDA Installation Error."
+    exit 1
+fi
+
+CUDA_PATH=/usr/local/cuda-${CUDA_MAJOR}.${CUDA_MINOR}
+echo "CUDA_PATH=${CUDA_PATH}"
+export CUDA_PATH=${CUDA_PATH}
+export PATH="$CUDA_PATH/bin:$PATH"
+export LD_LIBRARY_PATH="$CUDA_PATH/lib:$LD_LIBRARY_PATH"
+export LD_LIBRARY_PATH="$CUDA_PATH/lib64:$LD_LIBRARY_PATH"
+
+if [[ $GITHUB_ACTIONS ]]; then
+    # Set paths for subsequent steps, using ${CUDA_PATH}
+    echo "Adding CUDA to CUDA_PATH, PATH and LD_LIBRARY_PATH"
+    echo "${CUDA_PATH}/bin" >> $GITHUB_PATH
+    echo "LD_LIBRARY_PATH=${CUDA_PATH}/lib:${LD_LIBRARY_PATH}" >> $GITHUB_ENV
+    echo "LD_LIBRARY_PATH=${CUDA_PATH}/lib64:${LD_LIBRARY_PATH}" >> $GITHUB_ENV
+fi