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9 changes: 6 additions & 3 deletions t/torchvision/build_info.json
Original file line number Diff line number Diff line change
@@ -1,11 +1,11 @@
{
"maintainer": "PrernaKumbhar20",
"maintainer": "Siddesh-Sangodkar1",
"package_name": "torchvision",
"github_url": "https://github.com/pytorch/vision",
"version": "v0.24.1",
"version": "v0.29.0",
"default_branch": "main",
"package_dir": "t/torchvision",
"build_script": "torchvision_0.24.1_ubi_9.6.sh",
"build_script": "torchvision_0.29.0_ubi_10.2.sh",
"docker_build": false,
"validate_build_script": true,
"use_non_root_user": false,
Expand Down Expand Up @@ -34,5 +34,8 @@
},
"v0.24.1": {
"build_script": "torchvision_0.24.1_ubi_9.6.sh"
},
"v0.29.0": {
"build_script": "torchvision_0.29.0_ubi_10.2.sh"
}
}
196 changes: 196 additions & 0 deletions t/torchvision/torchvision_0.29.0_ubi_10.2.sh
Original file line number Diff line number Diff line change
@@ -0,0 +1,196 @@
#!/bin/bash -e
# -----------------------------------------------------------------------------
#
# Package : torchvision
# Version : v0.29.0
# Source repo : https://github.com/pytorch/vision
# Tested on : UBI:10.2
# Language : Python
# Ci-Check : True
# Script License : Apache License, Version 2 or later
# Maintainer : Siddesh Sangodkar <siddesh.sangodkar1@ibm.com>
#
# Disclaimer: This script has been tested in root mode on given
# ========== platform using the mentioned version of the package.
# It may not work as expected with newer versions of the
# package and/or distribution. In such case, please
# contact "Maintainer" of this script.
#
#
#
# -----------------------------------------------------------------------------

set -e

PACKAGE_NAME=torchvision
PACKAGE_VERSION=${1:-v0.29.0}
PACKAGE_URL=https://github.com/pytorch/vision
PACKAGE_DIR=vision
CURRENT_DIR=$(pwd)

WHEEL_DIR="${CURRENT_DIR}/wheels"
mkdir -p "${WHEEL_DIR}"

IBM_WHEELS="https://wheels.developerfirst.ibm.com/ppc64le/linux/+simple/"
IBM_WHEELS_HOST="wheels.developerfirst.ibm.com"
TORCH_VERSION="2.13.0"

# ---------------------------------------------------------------------------
# System dependencies
# ---------------------------------------------------------------------------
yum install -y python3.14 python3.14-devel python3.14-pip \
git gcc-toolset-15 gcc-toolset-15-gcc gcc-toolset-15-gcc-c++ \
gcc-toolset-15-gcc-gfortran \
make cmake ninja-build \
openblas-devel \
pkg-config \
libjpeg-turbo-devel libpng-devel libwebp-devel \
zlib-devel openssl-devel libffi-devel \
which curl tar

# UBI 10 dropped SCL — guard block
if [[ -f /opt/rh/gcc-toolset-15/enable ]]; then
source /opt/rh/gcc-toolset-15/enable
elif [[ -d /opt/rh/gcc-toolset-15/root/usr/bin ]]; then
export PATH="/opt/rh/gcc-toolset-15/root/usr/bin:$PATH"
export LD_LIBRARY_PATH="/opt/rh/gcc-toolset-15/root/usr/lib64:$LD_LIBRARY_PATH"
else
echo "ERROR: gcc-toolset-15 not found"
exit 1
fi

echo "Using gcc: $(gcc --version | head -1)"
echo "Using python: $(python3.14 --version)"

# ---------------------------------------------------------------------------
# Python build tools
# ---------------------------------------------------------------------------
NUMPY_VERSION=2.5.0

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numpy can be installed via pip command no need to build from source. Refer to other Rt26.1 buildscripts.

python3.14 -m pip install --upgrade pip setuptools wheel build packaging
python3.14 -m pip install \
"meson-python>=0.18.0" "Cython>=3.0.6" meson ninja patchelf \
"numpy==${NUMPY_VERSION}" pillow requests pytest pytest-mock

cd "${CURRENT_DIR}"

# ---------------------------------------------------------------------------
# Install torch 2.13.0 from IBM DeveloperFirst index
# torchvision setup.py imports torch at build time — must be installed first.
# ---------------------------------------------------------------------------
python3.14 -m pip install \
--trusted-host "${IBM_WHEELS_HOST}" \
--extra-index-url "${IBM_WHEELS}" \
--prefer-binary \
"torch==${TORCH_VERSION}"


# ---------------------------------------------------------------------------
# Clone torchvision and checkout the requested version
# ---------------------------------------------------------------------------
cd "${CURRENT_DIR}"
git clone "${PACKAGE_URL}" "${PACKAGE_DIR}"
cd "${PACKAGE_DIR}"

# Strip leading 'v' if present — git tag is 'v0.29.0'
_TAG="${PACKAGE_VERSION}"
if ! git rev-parse "${_TAG}" &>/dev/null; then
_TAG="v${PACKAGE_VERSION#v}"
fi
if ! git rev-parse "${_TAG}" &>/dev/null; then
echo "ERROR: No git tag found for version '${PACKAGE_VERSION}'"
exit 1
fi
git checkout "${_TAG}"

# ---------------------------------------------------------------------------
# Apply patches for PyTorch 2.13.0 Stable ABI compatibility: https://github.com/pytorch/vision/pull/9610
# ---------------------------------------------------------------------------
python3.14 - <<'PYEOF'
from pathlib import Path

# 1. Add permute helper to StableABICompat.h
p_compat = Path("torchvision/csrc/ops/StableABICompat.h")
src_compat = p_compat.read_text()
shim = '''
// aten::permute(Tensor self, int[] dims) -> Tensor
inline Tensor permute(const Tensor& self, std::vector<int64_t> dims) {
std::array<StableIValue, 2> stack{
torch::stable::detail::from(self), torch::stable::detail::from(dims)};
TORCH_ERROR_CODE_CHECK(torch_call_dispatcher(
"aten::permute", "", stack.data(), TORCH_ABI_VERSION));
return torch::stable::detail::to<Tensor>(stack[0]);
}
'''
if "inline Tensor permute" not in src_compat:
src_compat = src_compat.replace(
"} // namespace stable_helpers",
f"{shim}\n}} // namespace stable_helpers",
1,
)
p_compat.write_text(src_compat)
print("Patched StableABICompat.h with permute helper")

# 2. Update deform_conv2d_kernel.cpp to use stable_helpers::permute
p_kernel = Path("torchvision/csrc/ops/cpu/deform_conv2d_kernel.cpp")
src_kernel = p_kernel.read_text()
if "torch::stable::permute" in src_kernel:
src_kernel = src_kernel.replace(
"torch::stable::permute",
"vision::ops::stable_helpers::permute",
)
p_kernel.write_text(src_kernel)
print("Patched deform_conv2d_kernel.cpp to use stable_helpers::permute")
PYEOF

# ---------------------------------------------------------------------------
# Build torchvision wheel (CPU-only: FORCE_CUDA=0, no NVJPEG)
# ---------------------------------------------------------------------------
export FORCE_CUDA=0
export TORCHVISION_USE_NVJPEG=0

if ! python3.14 -m pip wheel \
--no-build-isolation \
--no-deps \
-w "${WHEEL_DIR}" \
.; then
echo "------------------$PACKAGE_NAME:Build_fails-------------------------------------"
echo "$PACKAGE_URL $PACKAGE_NAME"
echo "$PACKAGE_NAME | $PACKAGE_URL | $PACKAGE_VERSION | GitHub | Fail | Build_Fails"
exit 1
fi

cp "${WHEEL_DIR}"/*.whl "${CURRENT_DIR}/" 2>/dev/null || true
rm -f "${CURRENT_DIR}"/numpy-*.whl
# ---------------------------------------------------------------------------
# Install wheel
# ---------------------------------------------------------------------------
WHL=$(find "${CURRENT_DIR}" -maxdepth 2 -name "torchvision-*.whl" | head -1)
echo "Installing torchvision wheel: ${WHL}"
python3.14 -m pip install --no-deps --force-reinstall "${WHL}"

cd "${CURRENT_DIR}"

# ---------------------------------------------------------------------------
# Run package's own test suite via pytest
# Note: Tests parameterized with [cuda] are skipped automatically due to
# CUDA device not available in CPU-only environments.
# ---------------------------------------------------------------------------
cd "${CURRENT_DIR}/${PACKAGE_DIR}"

if ! pytest test/test_architecture_ops.py \
test/test_models_detection_anchor_utils.py \
test/test_models_detection_negative_samples.py \
test/test_internal_utils.py \
test/smoke_test.py \
test/test_ops.py -k "test_boxes_shape or test_is_leaf_node" -v; then
echo "------------------$PACKAGE_NAME:Install_success_but_test_fails---------------------"
echo "$PACKAGE_URL $PACKAGE_NAME"
echo "$PACKAGE_NAME | $PACKAGE_URL | $PACKAGE_VERSION | GitHub | Fail | Install_success_but_test_Fails"
exit 2

else
echo "------------------$PACKAGE_NAME:Install_&_test_both_success-------------------------"
echo "$PACKAGE_URL $PACKAGE_NAME"
echo "$PACKAGE_NAME | $PACKAGE_URL | $PACKAGE_VERSION | GitHub | Pass | Both_Install_and_Test_Success"
exit 0
fi
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