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alltalk_tts/atsetup.sh
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2024-06-14 13:10:17 +01:00

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17 KiB
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#!/bin/bash
# ANSI color codes
RED='\033[1;31m'
GREEN='\033[1;32m'
YELLOW='\033[1;33m'
BLUE='\033[1;34m'
CYAN='\033[1;36m'
MAGENTA='\033[1;35m'
WHITE='\033[1;37m'
L_RED='\033[1;91m'
L_GREEN='\033[1;92m'
L_YELLOW='\033[1;93m'
L_BLUE='\033[1;94m'
L_CYAN='\033[1;96m'
L_MAGENTA='\033[1;95m'
NC='\033[0m' # No Color
# Navigate to the script's directory
cd "$(dirname "$0")"
# Function to check if curl is installed
check_curl() {
if ! command -v curl &> /dev/null; then
echo "curl is not available on this system. Please install curl then re-run the script https://curl.se/"
echo "or perform a manual installation of a Conda Python environment."
exit 1
fi
}
# Check if the current directory path contains a space
containsSpace=false
currentPath=$(pwd)
if echo "$currentPath" | grep -q ' '; then
containsSpace=true
fi
if [ "$containsSpace" = true ]; then
echo
echo -e " ${L_BLUE}ALLTALK LINUX SETUP UTILITY${NC}"
echo
echo
echo -e " You are trying to install AllTalk in a folder that has a space in the"
echo -e " folder path e.g."
echo
echo -e " /home/${L_RED}program files${NC}/alltalk_tts"
echo
echo -e " This causes errors with Conda and Python scripts. Please follow this"
echo -e " link for reference:"
echo
echo -e " ${L_CYAN}https://docs.anaconda.com/free/working-with-conda/reference/faq/#installing-anaconda${NC}"
echo
echo -e " Please use a folder path that has no spaces in it e.g."
echo
echo -e " /home/myfiles/alltalk_tts/"
echo
echo
read -p "Press Enter to continue..."
exit 1
else
# Continue with the main menu
echo "Continue with the main menu."
fi
# Main Menu
main_menu() {
while true; do
clear
echo
echo -e " ${L_BLUE}ALLTALK LINUX SETUP UTILITY${NC}"
echo
echo " INSTALLATION TYPE"
echo -e " 1) I am using AllTalk as part of ${L_GREEN}Text-generation-webui${NC}"
echo -e " 2) I am using AllTalk as a ${L_GREEN}Standalone Application${NC}"
echo
echo -e " 9)${L_RED} Exit/Quit${NC}"
echo
read -p " Enter your choice: " user_option
case $user_option in
1) webui_menu ;;
2) standalone_menu ;;
9) exit 0 ;;
*) echo "Invalid option"; sleep 2 ;;
esac
done
}
# Text-generation-webui Menu
webui_menu() {
while true; do
clear
echo
echo -e " ${L_BLUE}TEXT-GENERATION-WEBUI SETUP${NC}"
echo
echo -e " Please ensure you have started your Text-generation-webui Python"
echo -e " environment. If you have NOT done this, please run ${L_GREEN}/cmd_linux.sh${NC}"
echo -e " in the ${L_GREEN}text-generation-webui${NC} folder and then re-run this script."
echo
echo " BASE REQUIREMENTS"
echo -e " 1) Apply/Re-Apply the requirements for an ${L_GREEN}Text-generation-webui${NC}"
echo
echo " OPTIONAL"
echo " 2) Git Pull the latest AllTalk updates from Github"
echo
echo " DEEPSPEED"
echo " 4) Install DeepSpeed."
echo " 5) Uninstall DeepSpeed."
echo
echo " OTHER"
echo " 6) Generate a diagnostics file."
echo
echo -e " 9)${L_RED} Exit/Quit${NC}"
echo
read -p " Enter your choice: " webui_option
case $webui_option in
1) install_nvidia_textgen ;;
2) tg_gitpull ;;
4) install_deepspeed ;;
5) uninstall_deepspeed ;;
6) generate_diagnostics_textgen ;;
9) exit 0 ;;
*) echo "Invalid option"; sleep 2 ;;
esac
done
}
install_nvidia_textgen() {
local requirements_file="system/requirements/requirements_textgen.txt"
echo " Installing Requirements from $requirements_file..."
if ! pip install -r "$requirements_file"; then
echo
echo " There was an error pulling from Github."
echo " Please check the output for details."
read -p " Press any key to return to the menu. " -n 1
echo
return
fi
echo
echo " Requirements installed successfully."
echo
echo -e " To install ${L_YELLOW}DeepSpeed${NC} on Linux, there are additional"
echo -e " steps required. Please see the Github or documentation on DeepSeed."
echo
read -p " Press any key to continue. " -n 1
echo
}
tg_gitpull() {
echo
if ! git pull; then
echo
echo " There was an error installing the requirements."
echo " Please check the output for details."
echo
read -p " Press any key to return to the menu. " -n 1
echo
return
fi
echo
echo " AllTalk Updated from Github. Please re-apply"
echo " the latest requirements file. (Option 1)"
echo
read -p " Press any key to continue. " -n 1
echo
}
# Function to install DeepSpeed
install_deepspeed() {
clear
echo
echo -e " ${L_BLUE}DEEPSPEED INSTALLATION REQUIREMENTS${NC}"
echo
echo -e " - NVIDIA CUDA Toolkit must be installed from your ${L_GREEN}Linux package manager${NC}"
echo -e " or ${L_GREEN}https://developer.nvidia.com/cuda-toolkit-archive${NC}"
echo -e " - The environment variable ${L_GREEN}CUDA_HOME${NC} must be set in your Python env"
echo -e " e.g. export CUDA_HOME=/usr/local/cuda."
echo -e " - ${L_GREEN}libaio-dev${NC} must be installed."
echo
echo -e " See the following link for full instructions:"
echo -e " ${L_GREEN}https://github.com/erew123/alltalk_tts?#-deepspeed-installation-options${NC}"
echo
echo -e " ${L_BLUE}Please ${L_RED}confirm${L_BLUE} that you have completed these steps before continuing"
echo -e " with the DeepSpeed installation, or the install ${L_RED}will fail.${NC}"
echo
read -p " Have you completed all the above steps? (y/n): " confirm
if [ "$confirm" != "y" ]; then
echo -e " ${RED}DeepSpeed installation cannot proceed without completing the prerequisites.${NC}"
return
fi
echo -e "\n ${GREEN}Proceeding with DeepSpeed installation...${NC}"
pip install deepspeed
if [ $? -ne 0 ]; then
echo -e " ${RED}There was an error installing DeepSpeed.${NC}"
return
fi
echo -e " ${GREEN}DeepSpeed installed successfully.${NC}"
read -p " Press any key to continue. " -n 1
echo
}
uninstall_deepspeed() {
echo "Uninstalling DeepSpeed..."
pip uninstall -y deepspeed
if [ $? -ne 0 ]; then
echo
echo " There was an error uninstalling DeepSpeed."
echo
echo " Press any key to return to the menu."
read -n 1
return
fi
echo
echo " DeepSpeed uninstalled successfully."
echo
echo " Press any key to continue."
read -n 1
}
generate_diagnostics_textgen() {
# Run diagnostics
if ! python diagnostics.py; then
echo
echo " There was an error running diagnostics."
echo
read -p " Press any key to return to the menu. " -n 1
echo
return
fi
echo
echo " Diagnostics log file generated successfully."
echo " Please see diagnostics.log"
echo
read -p " Press any key to continue. " -n 1
echo
}
# Standalone Menu
standalone_menu() {
while true; do
clear
echo
echo -e " ${L_BLUE}ALLTALK STANDALONE APPLICATION SETUP${NC}"
echo
echo " BASE REQUIREMENTS"
echo " 1) Install AllTalk as a Standalone Application"
echo
echo " OPTIONAL"
echo " 2) Git Pull the latest AllTalk updates from Github"
echo " 3) Re-Apply/Update the requirements file"
echo " 4) Delete AllTalk's custom Python environment"
echo " 5) Purge the PIP cache"
echo
echo " DEEPSPEED"
echo " 6) DeepSpeed Instructions/Install"
echo
echo " OTHER"
echo " 8) Generate a diagnostics file"
echo
echo -e " 9)${L_RED} Exit/Quit${NC}"
echo
read -p " Enter your choice: " standalone_option
case $standalone_option in
1) install_custom_standalone ;;
2) gitpull_standalone ;;
3) reapply_standalone ;;
4) delete_custom_standalone ;;
5) pippurge_standalone ;;
6) install_deepspeed ;;
8) generate_diagnostics_standalone ;;
9) exit 0 ;;
*) echo "Invalid option"; sleep 2 ;;
esac
done
}
install_custom_standalone() {
cd "$(dirname "${BASH_SOURCE[0]}")"
if [[ "$(pwd)" =~ " " ]]; then
echo "This script relies on Miniconda which can not be silently installed under a path with spaces."
exit
fi
# Deactivate existing conda envs as needed to avoid conflicts
{ conda deactivate && conda deactivate && conda deactivate; } 2> /dev/null
OS_ARCH=$(uname -m)
case "${OS_ARCH}" in
x86_64*) OS_ARCH="x86_64" ;;
arm64* | aarch64*) OS_ARCH="aarch64" ;;
*) echo "Unknown system architecture: $OS_ARCH! This script runs only on x86_64 or arm64" && exit ;;
esac
# Config
INSTALL_DIR="$(pwd)/alltalk_environment"
CONDA_ROOT_PREFIX="${INSTALL_DIR}/conda"
INSTALL_ENV_DIR="${INSTALL_DIR}/env"
MINICONDA_DOWNLOAD_URL="https://repo.anaconda.com/miniconda/Miniconda3-py310_23.3.1-0-Linux-${OS_ARCH}.sh"
if [ ! -x "${CONDA_ROOT_PREFIX}/bin/conda" ]; then
echo "Downloading Miniconda from $MINICONDA_DOWNLOAD_URL to ${INSTALL_DIR}/miniconda_installer.sh"
mkdir -p "${INSTALL_DIR}"
curl -L "${MINICONDA_DOWNLOAD_URL}" -o "${INSTALL_DIR}/miniconda_installer.sh"
chmod +x "${INSTALL_DIR}/miniconda_installer.sh"
bash "${INSTALL_DIR}/miniconda_installer.sh" -b -p "${CONDA_ROOT_PREFIX}"
echo "Miniconda installed."
fi
if [ ! -d "${INSTALL_ENV_DIR}" ]; then
"${CONDA_ROOT_PREFIX}/bin/conda" create -y --prefix "${INSTALL_ENV_DIR}" python=3.11
echo "Conda environment created at ${INSTALL_ENV_DIR}."
fi
# Activate the environment and install requirements
source "${CONDA_ROOT_PREFIX}/etc/profile.d/conda.sh"
conda activate "${INSTALL_ENV_DIR}"
echo
echo " Downloading and installing PyTorch. This step can take a long time"
echo " depending on your internet connection and hard drive speed. Please"
echo " be patient."
pip install torch==2.2.1+cu121 torchaudio==2.2.1+cu121 --upgrade --force-reinstall --extra-index-url https://download.pytorch.org/whl/cu121
echo
echo " Installing additional requirements."
echo
pip install -r system/requirements/requirements_standalone.txt
# Create start_environment.sh to run AllTalk
cat << EOF > start_environment.sh
#!/bin/bash
cd "$(dirname "${BASH_SOURCE[0]}")"
if [[ "$(pwd)" =~ " " ]]; then echo This script relies on Miniconda which can not be silently installed under a path with spaces. && exit; fi
# deactivate existing conda envs as needed to avoid conflicts
{ conda deactivate && conda deactivate && conda deactivate; } 2> /dev/null
# config
CONDA_ROOT_PREFIX="$(pwd)/alltalk_environment/conda"
INSTALL_ENV_DIR="$(pwd)/alltalk_environment/env"
# environment isolation
export PYTHONNOUSERSITE=1
unset PYTHONPATH
unset PYTHONHOME
export CUDA_PATH="$INSTALL_ENV_DIR"
export CUDA_HOME="$CUDA_PATH"
export LD_LIBRARY_PATH=`python3 -c 'import os; import nvidia.cublas.lib; import nvidia.cudnn.lib; print(os.path.dirname(nvidia.cublas.lib.__file__) + ":" + os.path.dirname(nvidia.cudnn.lib.__file__))'`
# activate env
bash --init-file <(echo "source \"$CONDA_ROOT_PREFIX/etc/profile.d/conda.sh\" && conda activate \"$INSTALL_ENV_DIR\"")
EOF
# Create start_alltalk.sh to run AllTalk
cat << EOF > start_alltalk.sh
#!/bin/bash
export LD_LIBRARY_PATH=`python3 -c 'import os; import nvidia.cublas.lib; import nvidia.cudnn.lib; print(os.path.dirname(nvidia.cublas.lib.__file__) + ":" + os.path.dirname(nvidia.cudnn.lib.__file__))'`
source "${CONDA_ROOT_PREFIX}/etc/profile.d/conda.sh"
conda activate "${INSTALL_ENV_DIR}"
python script.py
EOF
# Create start_finetune.sh to run AllTalk
cat << EOF > start_finetune.sh
#!/bin/bash
export TRAINER_TELEMETRY=0
export LD_LIBRARY_PATH=`python3 -c 'import os; import nvidia.cublas.lib; import nvidia.cudnn.lib; print(os.path.dirname(nvidia.cublas.lib.__file__) + ":" + os.path.dirname(nvidia.cudnn.lib.__file__))'`
source "${CONDA_ROOT_PREFIX}/etc/profile.d/conda.sh"
conda activate "${INSTALL_ENV_DIR}"
python finetune.py
EOF
chmod +x start_alltalk.sh
chmod +x start_environment.sh
chmod +x start_finetune.sh
echo
echo
echo -e " Run ${L_YELLOW}./start_alltalk.sh${NC} to start AllTalk."
echo -e " Run ${L_YELLOW}./start_finetune.sh${NC} to start Finetuning."
echo -e " Run ${L_YELLOW}./start_environment.sh${NC} to start the AllTalk Python environment."
echo
echo -e " To install ${L_YELLOW}DeepSpeed${NC} on Linux, there are additional"
echo -e " steps required. Please see the Github or documentation on DeepSeed."
echo
read -p " Press any key to continue. " -n 1
}
delete_custom_standalone() {
local env_dir="$PWD/alltalk_environment"
# Check if the alltalk_environment directory exists
if [ ! -d "$env_dir" ]; then
echo " \"$env_dir\" directory does not exist. No need to delete."
read -p " Press any key to continue. " -n 1
echo
return
fi
# Check if a Conda environment is active and deactivate it
if [ -n "$CONDA_PREFIX" ]; then
echo " Exiting the Conda environment. You may need to start ./atstart.sh again"
conda deactivate
fi
echo "Deleting \"$env_dir\". Please wait."
rm -rf "$env_dir"
if [ -d "$env_dir" ]; then
echo " Failed to delete \"$env_dir\" folder."
echo " Please make sure it is not in use and try again."
else
echo " Environment \"$env_dir\" deleted successfully."
fi
read -p " Press any key to continue. " -n 1
echo
}
generate_diagnostics_standalone() {
local env_dir="$PWD/alltalk_environment"
local conda_root_prefix="${env_dir}/conda"
local install_env_dir="${env_dir}/env"
if [ ! -d "${install_env_dir}" ]; then
echo
echo " The Conda environment at '${install_env_dir}' does not exist."
echo " Please install the environment before proceeding."
echo
read -p " Press any key to return to the menu. " -n 1
echo
return
fi
source "${conda_root_prefix}/etc/profile.d/conda.sh"
conda activate "${install_env_dir}"
if ! python diagnostics.py; then
echo
echo " There was an error running diagnostics."
echo
read -p " Press any key to return to the menu. " -n 1
echo
return
fi
echo
echo " Diagnostics completed successfully."
read -p " Press any key to continue. " -n 1
echo
}
gitpull_standalone() {
local env_dir="$PWD/alltalk_environment"
local conda_root_prefix="${env_dir}/conda"
local install_env_dir="${env_dir}/env"
if [ ! -d "${install_env_dir}" ]; then
echo
echo " The Conda environment at '${install_env_dir}' does not exist."
echo " Please install the environment before proceeding."
echo
read -p " Press any key to return to the menu. " -n 1
echo
return
fi
source "${conda_root_prefix}/etc/profile.d/conda.sh"
conda activate "${install_env_dir}"
if ! git pull; then
echo
echo " There was an error pulling from Github."
echo
read -p " Press any key to return to the menu. " -n 1
echo
return
fi
echo
echo " AllTalk Updated from Github. Please re-apply."
echo " the latest requirements file. (Option 3)"
echo
read -p " Press any key to continue. " -n 1
echo
}
pippurge_standalone() {
if ! pip cache purge; then
echo
echo " There was an error."
echo
read -p " Press any key to return to the menu. " -n 1
echo
return
fi
echo
echo " The PIP cache has been purged."
echo
read -p " Press any key to continue. " -n 1
echo
}
reapply_standalone() {
local env_dir="$PWD/alltalk_environment"
local conda_root_prefix="${env_dir}/conda"
local install_env_dir="${env_dir}/env"
if [ ! -d "${install_env_dir}" ]; then
echo
echo " The Conda environment at '${install_env_dir}' does not exist."
echo " Please install the environment before proceeding."
echo
read -p " Press any key to return to the menu. " -n 1
echo
return
fi
source "${conda_root_prefix}/etc/profile.d/conda.sh"
conda activate "${install_env_dir}"
echo
echo " Downloading and installing PyTorch. This step can take a long time"
echo " depending on your internet connection and hard drive speed. Please"
echo " be patient."
pip install torch>=2.2.1+cu121 torchaudio>=2.2.1+cu121 --upgrade --force-reinstall --extra-index-url https://download.pytorch.org/whl/cu121
echo
echo " Installing additional requirements."
echo
pip install -r system/requirements/requirements_standalone.txt
echo
echo " Requirements have been re-applied/updated."
echo
read -p " Press any key to continue. " -n 1
echo
}
# Start the main menu
main_menu