File size: 4,843 Bytes
70a7f67 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 | #!/bin/bash
# Exit on error
set -e
# Function to check if CUDA is available
check_cuda() {
if command -v nvidia-smi &> /dev/null; then
echo "CUDA GPU detected"
return 0
else
echo "No CUDA GPU detected"
return 1
fi
}
# Function to check if conda is available
check_conda() {
if command -v conda &> /dev/null; then
echo "Conda is available"
return 0
else
echo "Conda is not installed. Please install Conda first."
return 1
fi
}
# Colors for output
GREEN='\033[0;32m'
BLUE='\033[0;34m'
NC='\033[0m' # No Color
# Print step with color
print_step() {
echo -e "${BLUE}[Step] ${1}${NC}"
}
# Main installation process
main() {
# Check prerequisites
check_conda || exit 1
# Create and activate conda environment
# if not exists, create it
if ! conda env list | grep -q "ragen"; then
print_step "Creating conda environment 'ragen' with Python 3.12..."
conda create -n ragen python=3.12 -y
else
print_step "Conda environment 'ragen' already exists"
fi
# Need to source conda for script environment
eval "$(conda shell.bash hook)"
conda activate ragen
# Install package in editable mode
print_step "setting up verl..."
git submodule init
git submodule update
cd verl
pip install -e . --no-dependencies # we put dependencies in requirements.txt
cd ..
# Install package in editable mode
print_step "Installing ragen package..."
pip install -e .
# Install PyTorch with CUDA if available
if check_cuda; then
print_step "CUDA detected, checking CUDA version..."
if command -v nvcc &> /dev/null; then
nvcc_version=$(nvcc --version | grep "release" | awk '{print $6}' | cut -c2-)
nvcc_major=$(echo $nvcc_version | cut -d. -f1)
nvcc_minor=$(echo $nvcc_version | cut -d. -f2)
print_step "Found NVCC version: $nvcc_version"
if [[ "$nvcc_major" -gt 12 || ("$nvcc_major" -eq 12 && "$nvcc_minor" -ge 1) ]]; then
print_step "CUDA $nvcc_version is already installed and meets requirements (>=12.4)"
export CUDA_HOME=${CUDA_HOME:-$(dirname $(dirname $(which nvcc)))}
else
print_step "CUDA version < 12.4, installing CUDA toolkit 12.4..."
conda install -c "nvidia/label/cuda-12.4.0" cuda-toolkit -y
export CUDA_HOME=$CONDA_PREFIX
fi
else
print_step "NVCC not found, installing CUDA toolkit 12.4..."
conda install -c "nvidia/label/cuda-12.4.0" cuda-toolkit -y
export CUDA_HOME=$CONDA_PREFIX
fi
print_step "Installing PyTorch with CUDA support..."
pip install torch==2.5.0 --index-url https://download.pytorch.org/whl/cu124
print_step "Installing flash-attention..."
# pip3 install flash-attn==2.7.4.post1 --no-build-isolation
else
print_step "Installing PyTorch without CUDA support..."
pip install torch==2.4.0
fi
# Install remaining requirements
print_step "Installing additional requirements..."
pip install -r requirements.txt
print_step "Downloading data..."
python scripts/download_data.py
echo -e "${GREEN}Installation completed successfully!${NC}"
echo "To activate the environment, run: conda activate ragen"
# export CMAKE_POLICY_VERSION_MINIMUM=3.5 && pip install alfworld[full]
# alfworld-download
# installing webshop
print_step "Installing webshop dependencies..."
conda install -c pytorch faiss-cpu -y
sudo apt update
sudo apt install default-jdk -y
conda install -c conda-forge openjdk=21 maven -y
# Install remaining requirements
print_step "Installing additional requirements..."
pip install -r requirements.txt
# webshop installation, model loading
pip install -e external/webshop-minimal/ --no-dependencies
python -m spacy download en_core_web_sm
python -m spacy download en_core_web_lg
print_step "Downloading data..."
python scripts/download_data.py
# Optional: download full data set
print_step "Downloading full data set..."
conda install conda-forge::gdown
mkdir -p external/webshop-minimal/webshop_minimal/data/full
cd external/webshop-minimal/webshop_minimal/data/full
# gdown https://drive.google.com/uc?id=1A2whVgOO0euk5O13n2iYDM0bQRkkRduB # items_shuffle
# gdown https://drive.google.com/uc?id=1s2j6NgHljiZzQNL3veZaAiyW_qDEgBNi # items_ins_v2
cd ../../../../..
echo -e "${GREEN}Installation completed successfully!${NC}"
echo "To activate the environment, run: conda activate ragen"
}
# Run main installation
main
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