@@ -53,7 +53,16 @@ if(NOT GPU_BACKEND STREQUAL "ROCM")
|
||||
if(_FASTVIDEO_USER_CUDA_ARCH)
|
||||
# Caller pinned -DCMAKE_CUDA_ARCHITECTURES (which torch ignores); translate it
|
||||
# to the TORCH_CUDA_ARCH_LIST spelling: "121" -> "12.1", "90a" -> "9.0a".
|
||||
# Only numeric spellings translate; keywords like "native"/"all" would
|
||||
# otherwise be mangled into nonsense ("nativ.e").
|
||||
foreach(_fv_arch IN LISTS _FASTVIDEO_USER_CUDA_ARCH)
|
||||
if(NOT _fv_arch MATCHES "^[0-9]+[af]?$")
|
||||
message(FATAL_ERROR
|
||||
"fastvideo-kernel: CMAKE_CUDA_ARCHITECTURES='${_fv_arch}' is not "
|
||||
"supported. Use a numeric arch (e.g. 90a, 121), set "
|
||||
"TORCH_CUDA_ARCH_LIST directly (e.g. 9.0a), or unset both to "
|
||||
"auto-detect from the visible GPU.")
|
||||
endif()
|
||||
string(REGEX MATCH "[af]$" _fv_suffix "${_fv_arch}")
|
||||
string(REGEX REPLACE "[af]$" "" _fv_num "${_fv_arch}")
|
||||
string(REGEX REPLACE "(.)$" ".\\1" _fv_num "${_fv_num}") # dot before the last digit
|
||||
|
||||
@@ -46,6 +46,23 @@ fi
|
||||
if git rev-parse --git-dir >/dev/null 2>&1; then
|
||||
git submodule update --init --recursive include/cutlass include/tk
|
||||
fi
|
||||
# Fail fast with a clear message if the headers are still missing (e.g. a
|
||||
# Docker context that excluded .git AND the submodule contents) instead of
|
||||
# dying later in a wall of nvcc include errors. CUTLASS is consumed by the
|
||||
# always-built turbodiffusion sources, so it is a hard error; ThunderKittens
|
||||
# only feeds the TK-gated Hopper kernels, so a missing tree just warns (the
|
||||
# TK gate resolves later, and non-SM90/ROCm builds never touch it).
|
||||
if [ ! -d include/cutlass/include ]; then
|
||||
echo "ERROR: include/cutlass/include is missing. Outside a git checkout the" >&2
|
||||
echo " CUTLASS sources must already be present (run" >&2
|
||||
echo " 'git submodule update --init --recursive include/cutlass include/tk'" >&2
|
||||
echo " in the source checkout, or include them in the build context)." >&2
|
||||
exit 1
|
||||
fi
|
||||
if [ ! -d include/tk/include ]; then
|
||||
echo "WARNING: include/tk/include is missing; ThunderKittens (Hopper sm_90a)" >&2
|
||||
echo " kernels cannot be built. Fine for non-SM90/ROCm targets." >&2
|
||||
fi
|
||||
|
||||
# Install build dependencies
|
||||
uv pip install scikit-build-core cmake ninja
|
||||
|
||||
@@ -32,7 +32,8 @@ import modal
|
||||
|
||||
sys.path.insert(0, os.path.dirname(os.path.abspath(__file__)))
|
||||
try:
|
||||
from modal_image_utils import resolve_image_ref # noqa: E402
|
||||
from modal_image_utils import ( # noqa: E402
|
||||
resolve_image_ref, resolve_uv_torch_backend)
|
||||
except ModuleNotFoundError:
|
||||
# Remote Modal containers re-import this module but mount only the
|
||||
# entrypoint file; the digest resolution already happened at local
|
||||
@@ -40,6 +41,9 @@ except ModuleNotFoundError:
|
||||
def resolve_image_ref(image_ref: str) -> str:
|
||||
return image_ref
|
||||
|
||||
def resolve_uv_torch_backend(image_tag: str) -> str | None:
|
||||
return os.environ.get("UV_TORCH_BACKEND")
|
||||
|
||||
app = modal.App("fastvideo-gpu-job")
|
||||
|
||||
REPO_DIR = "/FastVideo"
|
||||
@@ -72,12 +76,7 @@ local_secrets = modal.Secret.from_dict({
|
||||
# Mutable tags inherit the registry image's baked backend, including custom
|
||||
# FASTVIDEO_MODAL_IMAGE overrides. Explicit CUDA tags also work with older
|
||||
# images that predate the baked setting, and a caller override always wins.
|
||||
uv_torch_backend_override = os.environ.get("UV_TORCH_BACKEND")
|
||||
if not uv_torch_backend_override:
|
||||
if "cuda13" in IMAGE_TAG.lower():
|
||||
uv_torch_backend_override = "cu130"
|
||||
elif "cuda12.6" in IMAGE_TAG.lower():
|
||||
uv_torch_backend_override = "cu126"
|
||||
uv_torch_backend_override = resolve_uv_torch_backend(IMAGE_TAG)
|
||||
|
||||
image = (
|
||||
modal.Image.from_registry(IMAGE_REF, add_python="3.12")
|
||||
|
||||
@@ -5,6 +5,7 @@ through the ``fastvideo`` package, so they keep working on thin CI hosts that
|
||||
have ``modal`` but not torch.
|
||||
"""
|
||||
import json
|
||||
import os
|
||||
import urllib.request
|
||||
|
||||
_REGISTRY = "ghcr.io"
|
||||
@@ -55,3 +56,23 @@ def resolve_image_ref(image_ref: str) -> str:
|
||||
print(f"WARNING: could not resolve {image_ref} to a digest ({error}); "
|
||||
"Modal may reuse a stale cached image for this tag.")
|
||||
return image_ref
|
||||
|
||||
|
||||
def resolve_uv_torch_backend(image_tag: str) -> str | None:
|
||||
"""UV_TORCH_BACKEND for a launcher image tag.
|
||||
|
||||
A caller-set UV_TORCH_BACKEND always wins. Otherwise sniff the CUDA
|
||||
version from an explicit image tag (cuda13 -> cu130, cuda12.6 -> cu126)
|
||||
so uv resolves torch against the image's toolkit. Mutable tags (e.g.
|
||||
py3.12-latest) return None and inherit the registry image's baked
|
||||
backend, which keeps a latest-tag CUDA transition safe.
|
||||
"""
|
||||
override = os.environ.get("UV_TORCH_BACKEND")
|
||||
if override:
|
||||
return override
|
||||
tag = image_tag.lower()
|
||||
if "cuda13" in tag:
|
||||
return "cu130"
|
||||
if "cuda12.6" in tag:
|
||||
return "cu126"
|
||||
return None
|
||||
|
||||
@@ -5,7 +5,8 @@ import modal
|
||||
|
||||
sys.path.insert(0, os.path.dirname(os.path.abspath(__file__)))
|
||||
try:
|
||||
from modal_image_utils import resolve_image_ref # noqa: E402
|
||||
from modal_image_utils import ( # noqa: E402
|
||||
resolve_image_ref, resolve_uv_torch_backend)
|
||||
except ModuleNotFoundError:
|
||||
# Remote Modal containers re-import this module but mount only the
|
||||
# entrypoint file; the digest resolution already happened at local
|
||||
@@ -13,6 +14,9 @@ except ModuleNotFoundError:
|
||||
def resolve_image_ref(image_ref: str) -> str:
|
||||
return image_ref
|
||||
|
||||
def resolve_uv_torch_backend(image_tag: str) -> str | None:
|
||||
return os.environ.get("UV_TORCH_BACKEND")
|
||||
|
||||
app = modal.App()
|
||||
|
||||
model_vol = modal.Volume.from_name("hf-model-weights")
|
||||
@@ -24,12 +28,7 @@ print(f"Using image: {image_ref}")
|
||||
# Mutable tags inherit the registry image's baked backend, keeping a latest-tag
|
||||
# transition safe. Explicit CUDA tags also work with older images that predate
|
||||
# the baked setting, and a caller override always wins.
|
||||
uv_torch_backend_override = os.environ.get("UV_TORCH_BACKEND")
|
||||
if not uv_torch_backend_override:
|
||||
if "cuda13" in image_tag.lower():
|
||||
uv_torch_backend_override = "cu130"
|
||||
elif "cuda12.6" in image_tag.lower():
|
||||
uv_torch_backend_override = "cu126"
|
||||
uv_torch_backend_override = resolve_uv_torch_backend(image_tag)
|
||||
|
||||
image = (modal.Image.from_registry(
|
||||
image_ref, add_python="3.12"
|
||||
|
||||
@@ -13,7 +13,8 @@ import modal
|
||||
|
||||
sys.path.insert(0, os.path.dirname(os.path.abspath(__file__)))
|
||||
try:
|
||||
from modal_image_utils import resolve_image_ref # noqa: E402
|
||||
from modal_image_utils import ( # noqa: E402
|
||||
resolve_image_ref, resolve_uv_torch_backend)
|
||||
except ModuleNotFoundError:
|
||||
# Remote Modal containers re-import this module but mount only the
|
||||
# entrypoint file; the digest resolution already happened at local
|
||||
@@ -21,6 +22,9 @@ except ModuleNotFoundError:
|
||||
def resolve_image_ref(image_ref: str) -> str:
|
||||
return image_ref
|
||||
|
||||
def resolve_uv_torch_backend(image_tag: str) -> str | None:
|
||||
return os.environ.get("UV_TORCH_BACKEND")
|
||||
|
||||
app = modal.App()
|
||||
|
||||
model_vol = modal.Volume.from_name("hf-model-weights")
|
||||
@@ -32,12 +36,7 @@ print(f"Using image: {image_ref}")
|
||||
# Mutable tags inherit the registry image's baked backend, keeping a latest-tag
|
||||
# transition safe. Explicit CUDA tags also work with older images that predate
|
||||
# the baked setting, and a caller override always wins.
|
||||
uv_torch_backend_override = os.environ.get("UV_TORCH_BACKEND")
|
||||
if not uv_torch_backend_override:
|
||||
if "cuda13" in image_tag.lower():
|
||||
uv_torch_backend_override = "cu130"
|
||||
elif "cuda12.6" in image_tag.lower():
|
||||
uv_torch_backend_override = "cu126"
|
||||
uv_torch_backend_override = resolve_uv_torch_backend(image_tag)
|
||||
|
||||
image = (
|
||||
modal.Image.from_registry(image_ref, add_python="3.12")
|
||||
|
||||
Reference in New Issue
Block a user