GitLab

Description

Add release note for v0.12.0

# Main Features
## SuperBench Improvement
1. - [x] Update Image Build Pipeline (#659)
2. - [x] Add support for arm64 build (#660)
3. - [x] Upgrade dependency versions in pipeline (#671)
4. - [x] Fix installation and lint issues (#684)
5. - [x] Update Flake8 repo (#683)
6. - [x] Init latest python support. (#687)
7. - [x] Add image build on arm64 arch (#690)
8. - [x] Enhancement of ignoring errors for import pkg_resources (#692)
9. - [x] Update label in the ROCm image build (#693)
10. - [x] Support cuda12.8 for Blackwell arch (#682)
11. - [x] Merge multi-arch image (#696)
12. - [x] Update OS of runner to the latest. (#702)
13. - [x] cuda arch flag for cublaslt (#701)


## Micro-benchmark Improvement
1. - [x] Bug Fix - Fix numa error on grace cpu in gpu-copy (#658)
2. - [x] Dependency - Bump onnxruntime-gpu version from 1.10.0 to 1.12.0
(#663)
3. - [x] Benchmarks: micro benchmarks - add general CPU bandwidth and
latenc...