immich/machine-learning/pyproject.toml
Mert 2b37caba03
feat(ml): rocm (#16613)
* feat(ml): introduce support of onnxruntime-rocm for AMD GPU

* try mutex for algo cache

use OrtMutex

* bump versions, run on mich

use 3.12

use 1.19.2

* acquire lock before any changes can be made

guard algo benchmark results

mark mutex as mutable

re-add /bin/sh (?)

use 3.10

use 6.1.2

* use composite cache key

1.19.2

fix variable name

fix variable reference

aaaaaaaaaaaaaaaaaaaa

* bump deps

* disable algo caching

* fix gha

* try ubuntu runner

* actually fix the gha

* update patch

* skip mimalloc preload for rocm

* increase build threads

* increase timeout for rocm

* Revert "increase timeout for rocm"

This reverts commit 2c4452f5d132198ed381a7b262b4a5cab5114b5f.

* attempt migraphx

* set migraphx_home

* Revert "set migraphx_home"

This reverts commit c121d3e48754b3bce100636f8d666deec58a44b7.

* Revert "attempt migraphx"

This reverts commit 521f9fb72dbe506dc6cb8faeb6494817d87265c6.

* migraphx, take two

* bump rocm

* allow cpu

* try only targeting migraphx

* skip tests

* migraph 

* known issues

* target gfx900 and gfx1102

* mention `HSA_USE_SVM`

* update lock

* set device id for rocm

---------

Co-authored-by: Mehdi GHESH <mehdi.ghesh@hotmail.fr>
2025-03-17 21:08:19 +00:00

108 lines
2.5 KiB
TOML

[project]
name = "machine-learning"
version = "1.129.0"
description = ""
authors = [{ name = "Hau Tran", email = "alex.tran1502@gmail.com" }]
requires-python = ">=3.10,<4.0"
readme = "README.md"
dependencies = [
"aiocache>=0.12.1,<1.0",
"fastapi>=0.95.2,<1.0",
"ftfy>=6.1.1",
"gunicorn>=21.1.0",
"huggingface-hub>=0.20.1,<1.0",
"insightface>=0.7.3,<1.0",
"opencv-python-headless>=4.7.0.72,<5.0",
"orjson>=3.9.5",
"pillow>=9.5.0,<11.0",
"pydantic>=2.0.0,<3",
"pydantic-settings>=2.5.2,<3",
"python-multipart>=0.0.6,<1.0",
"rich>=13.4.2",
"tokenizers>=0.15.0,<1.0",
"uvicorn[standard]>=0.22.0,<1.0",
]
[dependency-groups]
test = [
"httpx>=0.24.1",
"pytest>=7.3.1",
"pytest-asyncio>=0.21.0",
"pytest-cov>=4.1.0",
"pytest-mock>=3.11.1",
]
types = [
"types-pyyaml>=6.0.12.20241230",
"types-requests>=2.32.0.20250306",
"types-setuptools>=75.8.2.20250305",
"types-simplejson>=3.20.0.20250218",
"types-ujson>=5.10.0.20240515",
]
lint = [
"black>=23.3.0",
"mypy>=1.3.0",
"ruff>=0.0.272",
{ include-group = "types" },
]
dev = ["locust>=2.15.1", { include-group = "test" }, { include-group = "lint" }]
[project.optional-dependencies]
cpu = ["onnxruntime>=1.15.0,<2"]
cuda = ["onnxruntime-gpu>=1.17.0,<2"]
openvino = ["onnxruntime-openvino>=1.17.1,<1.19.0"]
armnn = ["onnxruntime>=1.15.0,<2"]
rknn = ["onnxruntime>=1.15.0,<2", "rknn-toolkit-lite2>=2.3.0,<3"]
rocm = []
[tool.uv]
compile-bytecode = true
[[tool.uv.index]]
name = "cuda12"
url = "https://aiinfra.pkgs.visualstudio.com/PublicPackages/_packaging/onnxruntime-cuda-12/pypi/simple/"
explicit = true
[tool.uv.sources]
onnxruntime-gpu = { index = "cuda12" }
[tool.hatch.build.targets.sdist]
include = ["app"]
[tool.hatch.build.targets.wheel]
include = ["app"]
[build-system]
requires = ["hatchling"]
build-backend = "hatchling.build"
[tool.mypy]
python_version = "3.11"
plugins = "pydantic.mypy"
follow_imports = "silent"
warn_redundant_casts = true
disallow_any_generics = true
check_untyped_defs = true
disallow_untyped_defs = true
ignore_missing_imports = true
[tool.pydantic-mypy]
init_forbid_extra = true
init_typed = true
warn_required_dynamic_aliases = true
warn_untyped_fields = true
[tool.ruff]
line-length = 120
target-version = "py311"
[tool.ruff.lint]
select = ["E", "F", "I"]
per-file-ignores = { "test_main.py" = ["F403"] }
[tool.black]
line-length = 120
target-version = ['py311']
[tool.pytest.ini_options]
markers = ["providers", "ov_device_ids"]