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#1
by aivideo4k - opened
- .gitattributes +0 -3
- build/torch212-metal-aarch64-darwin/{_bitsandbytes_mps_metal_addf474.abi3.so → _bitsandbytes_mps_metal_8a730d9.abi3.so} +2 -2
- build/torch212-metal-aarch64-darwin/_ops.py +3 -3
- build/torch212-metal-aarch64-darwin/bitsandbytes_mps/__init__.py +26 -0
- build/torch212-metal-aarch64-darwin/metadata.json +6 -6
- build/torch212-metal-aarch64-darwin/metadata.json.sigstore +1 -1
- build/torch213-metal-aarch64-darwin/{_bitsandbytes_mps_metal_addf474.abi3.so → _bitsandbytes_mps_metal_8a730d9.abi3.so} +2 -2
- build/torch213-metal-aarch64-darwin/_ops.py +3 -3
- build/torch213-metal-aarch64-darwin/bitsandbytes_mps/__init__.py +26 -0
- build/torch213-metal-aarch64-darwin/metadata.json +6 -6
- build/torch213-metal-aarch64-darwin/metadata.json.sigstore +1 -1
- build/torch214-metal-aarch64-darwin/__init__.py +0 -165
- build/torch214-metal-aarch64-darwin/_bitsandbytes_mps_metal_addf474.abi3.so +0 -3
- build/torch214-metal-aarch64-darwin/_ops.py +0 -9
- build/torch214-metal-aarch64-darwin/metadata.json +0 -30
- build/torch214-metal-aarch64-darwin/metadata.json.sigstore +0 -1
.gitattributes
CHANGED
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@@ -55,6 +55,3 @@ build/torch213-metal-aarch64-darwin/_bitsandbytes_mps_metal_2e4b976.abi3.so filt
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build/torch211-metal-aarch64-darwin/_bitsandbytes_mps_metal_8a730d9.abi3.so filter=lfs diff=lfs merge=lfs -text
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build/torch212-metal-aarch64-darwin/_bitsandbytes_mps_metal_8a730d9.abi3.so filter=lfs diff=lfs merge=lfs -text
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build/torch213-metal-aarch64-darwin/_bitsandbytes_mps_metal_8a730d9.abi3.so filter=lfs diff=lfs merge=lfs -text
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-
build/torch212-metal-aarch64-darwin/_bitsandbytes_mps_metal_addf474.abi3.so filter=lfs diff=lfs merge=lfs -text
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-
build/torch213-metal-aarch64-darwin/_bitsandbytes_mps_metal_addf474.abi3.so filter=lfs diff=lfs merge=lfs -text
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-
build/torch214-metal-aarch64-darwin/_bitsandbytes_mps_metal_addf474.abi3.so filter=lfs diff=lfs merge=lfs -text
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build/torch211-metal-aarch64-darwin/_bitsandbytes_mps_metal_8a730d9.abi3.so filter=lfs diff=lfs merge=lfs -text
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build/torch212-metal-aarch64-darwin/_bitsandbytes_mps_metal_8a730d9.abi3.so filter=lfs diff=lfs merge=lfs -text
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build/torch213-metal-aarch64-darwin/_bitsandbytes_mps_metal_8a730d9.abi3.so filter=lfs diff=lfs merge=lfs -text
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build/torch212-metal-aarch64-darwin/{_bitsandbytes_mps_metal_addf474.abi3.so → _bitsandbytes_mps_metal_8a730d9.abi3.so}
RENAMED
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@@ -1,3 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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-
oid sha256:
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-
size
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version https://git-lfs.github.com/spec/v1
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+
oid sha256:0852de6a5b6ba5bed5fa58ea542bf69d62e728384a3bcfe16eb73ff16f8c1912
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+
size 845400
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build/torch212-metal-aarch64-darwin/_ops.py
CHANGED
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@@ -1,9 +1,9 @@
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import torch
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from . import
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ops = torch.ops.
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def add_op_namespace_prefix(op_name: str):
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"""
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Prefix op by namespace.
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"""
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-
return f"
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import torch
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+
from . import _bitsandbytes_mps_metal_8a730d9
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ops = torch.ops._bitsandbytes_mps_metal_8a730d9
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def add_op_namespace_prefix(op_name: str):
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"""
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Prefix op by namespace.
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"""
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+
return f"_bitsandbytes_mps_metal_8a730d9::{op_name}"
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build/torch212-metal-aarch64-darwin/bitsandbytes_mps/__init__.py
ADDED
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@@ -0,0 +1,26 @@
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import ctypes
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import importlib.util
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import sys
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from pathlib import Path
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from types import ModuleType
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def _import_from_path(file_path: Path) -> ModuleType:
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# We cannot use the module name as-is, after adding it to `sys.modules`,
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# it would also be used for other imports. So, we make a module name that
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# depends on the path for it to be unique using the hex-encoded hash of
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# the path.
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path_hash = "{:x}".format(ctypes.c_size_t(hash(file_path.absolute())).value)
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module_name = path_hash
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+
spec = importlib.util.spec_from_file_location(module_name, file_path)
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if spec is None:
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raise ImportError(f"Cannot load spec for {module_name} from {file_path}")
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module = importlib.util.module_from_spec(spec)
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if module is None:
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raise ImportError(f"Cannot load module {module_name} from spec")
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sys.modules[module_name] = module
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spec.loader.exec_module(module) # type: ignore
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return module
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globals().update(vars(_import_from_path(Path(__file__).parent.parent / "__init__.py")))
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build/torch212-metal-aarch64-darwin/metadata.json
CHANGED
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@@ -1,10 +1,9 @@
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{
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"name": "bitsandbytes-mps",
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-
"id": "
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"version": 1,
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"license": "MIT",
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"python-depends": [],
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-
"kernel-depends": [],
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"backend": {
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"type": "metal"
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},
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@@ -12,18 +11,19 @@
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"algorithm": "sha256",
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"files": {
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"__init__.py": "rs6BtEpr3t1l0M2Rvw1/OjtqW+WocRyKcp8tNRLui9M=",
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-
"
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-
"_ops.py": "
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}
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},
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"provenance": {
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"kernel-builder": {
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"version": "0.17.0-dev0",
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-
"
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"dirty": false
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},
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"kernel": {
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-
"
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"dirty": false
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}
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}
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{
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"name": "bitsandbytes-mps",
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+
"id": "_bitsandbytes_mps_metal_8a730d9",
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"version": 1,
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"license": "MIT",
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"python-depends": [],
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"backend": {
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"type": "metal"
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},
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"algorithm": "sha256",
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"files": {
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"__init__.py": "rs6BtEpr3t1l0M2Rvw1/OjtqW+WocRyKcp8tNRLui9M=",
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+
"_bitsandbytes_mps_metal_8a730d9.abi3.so": "CFLealtrpb7V+ljqVCv2nWLnKDhKO8/hbrc/8W+MGRI=",
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+
"_ops.py": "82wkcg038yTRll4cqulqPLcQZmaDENBQ7E2qGWweQS4=",
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+
"bitsandbytes_mps/__init__.py": "DFYPlrhXwYjEqCl/8n0SmWGZV8NFml5DPhMjKfv98GY="
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}
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},
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"provenance": {
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"kernel-builder": {
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"version": "0.17.0-dev0",
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+
"sha": "81580bb92577f2f7228661ca2a221fc052375709",
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"dirty": false
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},
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"kernel": {
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+
"sha": "8a730d96c37560ccf1d3e09f7bbccdc886818f33",
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"dirty": false
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}
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}
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build/torch212-metal-aarch64-darwin/metadata.json.sigstore
CHANGED
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@@ -1 +1 @@
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-
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|
build/torch213-metal-aarch64-darwin/{_bitsandbytes_mps_metal_addf474.abi3.so → _bitsandbytes_mps_metal_8a730d9.abi3.so}
RENAMED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:71f016624a9fe7b6f8fcb5f9af52981ec27af98adda75b5e4af4dec3ce478016
|
| 3 |
+
size 845832
|
build/torch213-metal-aarch64-darwin/_ops.py
CHANGED
|
@@ -1,9 +1,9 @@
|
|
| 1 |
import torch
|
| 2 |
-
from . import
|
| 3 |
-
ops = torch.ops.
|
| 4 |
|
| 5 |
def add_op_namespace_prefix(op_name: str):
|
| 6 |
"""
|
| 7 |
Prefix op by namespace.
|
| 8 |
"""
|
| 9 |
-
return f"
|
|
|
|
| 1 |
import torch
|
| 2 |
+
from . import _bitsandbytes_mps_metal_8a730d9
|
| 3 |
+
ops = torch.ops._bitsandbytes_mps_metal_8a730d9
|
| 4 |
|
| 5 |
def add_op_namespace_prefix(op_name: str):
|
| 6 |
"""
|
| 7 |
Prefix op by namespace.
|
| 8 |
"""
|
| 9 |
+
return f"_bitsandbytes_mps_metal_8a730d9::{op_name}"
|
build/torch213-metal-aarch64-darwin/bitsandbytes_mps/__init__.py
ADDED
|
@@ -0,0 +1,26 @@
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|
| 1 |
+
import ctypes
|
| 2 |
+
import importlib.util
|
| 3 |
+
import sys
|
| 4 |
+
from pathlib import Path
|
| 5 |
+
from types import ModuleType
|
| 6 |
+
|
| 7 |
+
|
| 8 |
+
def _import_from_path(file_path: Path) -> ModuleType:
|
| 9 |
+
# We cannot use the module name as-is, after adding it to `sys.modules`,
|
| 10 |
+
# it would also be used for other imports. So, we make a module name that
|
| 11 |
+
# depends on the path for it to be unique using the hex-encoded hash of
|
| 12 |
+
# the path.
|
| 13 |
+
path_hash = "{:x}".format(ctypes.c_size_t(hash(file_path.absolute())).value)
|
| 14 |
+
module_name = path_hash
|
| 15 |
+
spec = importlib.util.spec_from_file_location(module_name, file_path)
|
| 16 |
+
if spec is None:
|
| 17 |
+
raise ImportError(f"Cannot load spec for {module_name} from {file_path}")
|
| 18 |
+
module = importlib.util.module_from_spec(spec)
|
| 19 |
+
if module is None:
|
| 20 |
+
raise ImportError(f"Cannot load module {module_name} from spec")
|
| 21 |
+
sys.modules[module_name] = module
|
| 22 |
+
spec.loader.exec_module(module) # type: ignore
|
| 23 |
+
return module
|
| 24 |
+
|
| 25 |
+
|
| 26 |
+
globals().update(vars(_import_from_path(Path(__file__).parent.parent / "__init__.py")))
|
build/torch213-metal-aarch64-darwin/metadata.json
CHANGED
|
@@ -1,10 +1,9 @@
|
|
| 1 |
{
|
| 2 |
"name": "bitsandbytes-mps",
|
| 3 |
-
"id": "
|
| 4 |
"version": 1,
|
| 5 |
"license": "MIT",
|
| 6 |
"python-depends": [],
|
| 7 |
-
"kernel-depends": [],
|
| 8 |
"backend": {
|
| 9 |
"type": "metal"
|
| 10 |
},
|
|
@@ -12,18 +11,19 @@
|
|
| 12 |
"algorithm": "sha256",
|
| 13 |
"files": {
|
| 14 |
"__init__.py": "rs6BtEpr3t1l0M2Rvw1/OjtqW+WocRyKcp8tNRLui9M=",
|
| 15 |
-
"
|
| 16 |
-
"_ops.py": "
|
|
|
|
| 17 |
}
|
| 18 |
},
|
| 19 |
"provenance": {
|
| 20 |
"kernel-builder": {
|
| 21 |
"version": "0.17.0-dev0",
|
| 22 |
-
"
|
| 23 |
"dirty": false
|
| 24 |
},
|
| 25 |
"kernel": {
|
| 26 |
-
"
|
| 27 |
"dirty": false
|
| 28 |
}
|
| 29 |
}
|
|
|
|
| 1 |
{
|
| 2 |
"name": "bitsandbytes-mps",
|
| 3 |
+
"id": "_bitsandbytes_mps_metal_8a730d9",
|
| 4 |
"version": 1,
|
| 5 |
"license": "MIT",
|
| 6 |
"python-depends": [],
|
|
|
|
| 7 |
"backend": {
|
| 8 |
"type": "metal"
|
| 9 |
},
|
|
|
|
| 11 |
"algorithm": "sha256",
|
| 12 |
"files": {
|
| 13 |
"__init__.py": "rs6BtEpr3t1l0M2Rvw1/OjtqW+WocRyKcp8tNRLui9M=",
|
| 14 |
+
"_bitsandbytes_mps_metal_8a730d9.abi3.so": "cfAWYkqf57b4/LX5r1KYHsJ6+Yrdp1teSvTew85HgBY=",
|
| 15 |
+
"_ops.py": "82wkcg038yTRll4cqulqPLcQZmaDENBQ7E2qGWweQS4=",
|
| 16 |
+
"bitsandbytes_mps/__init__.py": "DFYPlrhXwYjEqCl/8n0SmWGZV8NFml5DPhMjKfv98GY="
|
| 17 |
}
|
| 18 |
},
|
| 19 |
"provenance": {
|
| 20 |
"kernel-builder": {
|
| 21 |
"version": "0.17.0-dev0",
|
| 22 |
+
"sha": "81580bb92577f2f7228661ca2a221fc052375709",
|
| 23 |
"dirty": false
|
| 24 |
},
|
| 25 |
"kernel": {
|
| 26 |
+
"sha": "8a730d96c37560ccf1d3e09f7bbccdc886818f33",
|
| 27 |
"dirty": false
|
| 28 |
}
|
| 29 |
}
|
build/torch213-metal-aarch64-darwin/metadata.json.sigstore
CHANGED
|
@@ -1 +1 @@
|
|
| 1 |
-
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|
build/torch214-metal-aarch64-darwin/__init__.py
DELETED
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@@ -1,165 +0,0 @@
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|
| 1 |
-
from typing import Optional, Tuple
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| 2 |
-
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| 3 |
-
import torch
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| 4 |
-
|
| 5 |
-
from ._ops import ops
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| 6 |
-
|
| 7 |
-
# Quant type constants (match bitsandbytes DataType_t)
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| 8 |
-
FP4 = 1
|
| 9 |
-
NF4 = 2
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| 10 |
-
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| 11 |
-
|
| 12 |
-
def quantize_4bit(
|
| 13 |
-
input: torch.Tensor,
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| 14 |
-
blocksize: int = 64,
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| 15 |
-
quant_type: int = NF4,
|
| 16 |
-
) -> Tuple[torch.Tensor, torch.Tensor]:
|
| 17 |
-
"""Blockwise 4-bit quantization using NF4 or FP4 codebook.
|
| 18 |
-
|
| 19 |
-
Args:
|
| 20 |
-
input: Input tensor on MPS device (float16, bfloat16, or float32).
|
| 21 |
-
blocksize: Number of elements per quantization block (64 or 128).
|
| 22 |
-
quant_type: FP4 (1) or NF4 (2).
|
| 23 |
-
|
| 24 |
-
Returns:
|
| 25 |
-
Tuple of (packed, absmax):
|
| 26 |
-
packed: uint8 tensor of packed 4-bit values [numel/2].
|
| 27 |
-
absmax: float32 tensor of per-block max absolute values.
|
| 28 |
-
"""
|
| 29 |
-
return ops.bnb_quantize_4bit(input, blocksize, quant_type)
|
| 30 |
-
|
| 31 |
-
|
| 32 |
-
def dequantize_4bit(
|
| 33 |
-
packed: torch.Tensor,
|
| 34 |
-
absmax: torch.Tensor,
|
| 35 |
-
blocksize: int = 64,
|
| 36 |
-
quant_type: int = NF4,
|
| 37 |
-
numel: int = -1,
|
| 38 |
-
output_dtype: torch.dtype = torch.float16,
|
| 39 |
-
) -> torch.Tensor:
|
| 40 |
-
"""Blockwise 4-bit dequantization using NF4 or FP4 codebook.
|
| 41 |
-
|
| 42 |
-
Args:
|
| 43 |
-
packed: uint8 tensor of packed 4-bit values.
|
| 44 |
-
absmax: float32 tensor of per-block max absolute values.
|
| 45 |
-
blocksize: Number of elements per quantization block (64 or 128).
|
| 46 |
-
quant_type: FP4 (1) or NF4 (2).
|
| 47 |
-
numel: Number of elements in the original tensor.
|
| 48 |
-
If -1, inferred as packed.numel() * 2.
|
| 49 |
-
output_dtype: Output scalar type.
|
| 50 |
-
|
| 51 |
-
Returns:
|
| 52 |
-
Dequantized tensor.
|
| 53 |
-
"""
|
| 54 |
-
if numel < 0:
|
| 55 |
-
numel = packed.numel() * 2
|
| 56 |
-
return ops.bnb_dequantize_4bit(
|
| 57 |
-
packed, absmax, blocksize, quant_type, numel, output_dtype
|
| 58 |
-
)
|
| 59 |
-
|
| 60 |
-
|
| 61 |
-
def gemv_4bit(
|
| 62 |
-
x: torch.Tensor,
|
| 63 |
-
w: torch.Tensor,
|
| 64 |
-
absmax: torch.Tensor,
|
| 65 |
-
output_features: int,
|
| 66 |
-
blocksize: int = 64,
|
| 67 |
-
quant_type: int = NF4,
|
| 68 |
-
) -> torch.Tensor:
|
| 69 |
-
"""Fused matrix-vector multiply with 4-bit quantized weights.
|
| 70 |
-
|
| 71 |
-
Computes y = dequant(W) @ x, where W is blockwise NF4/FP4 quantized.
|
| 72 |
-
|
| 73 |
-
Args:
|
| 74 |
-
x: Input vector [..., K] on MPS device.
|
| 75 |
-
w: Packed weight matrix [N, K/2] (uint8) on MPS device.
|
| 76 |
-
absmax: Per-block scales [N, ceil(K/blocksize)] (float32).
|
| 77 |
-
output_features: Number of output features (N).
|
| 78 |
-
blocksize: Quantization block size (64 or 128).
|
| 79 |
-
quant_type: FP4 (1) or NF4 (2).
|
| 80 |
-
|
| 81 |
-
Returns:
|
| 82 |
-
Output tensor [..., N].
|
| 83 |
-
"""
|
| 84 |
-
return ops.bnb_gemv_4bit(x, w, absmax, blocksize, quant_type, output_features)
|
| 85 |
-
|
| 86 |
-
|
| 87 |
-
def gemm_4bit(
|
| 88 |
-
x: torch.Tensor,
|
| 89 |
-
w: torch.Tensor,
|
| 90 |
-
absmax: torch.Tensor,
|
| 91 |
-
output_features: int,
|
| 92 |
-
blocksize: int = 64,
|
| 93 |
-
quant_type: int = NF4,
|
| 94 |
-
) -> torch.Tensor:
|
| 95 |
-
"""Fused matrix-matrix multiply with 4-bit quantized transposed weights.
|
| 96 |
-
|
| 97 |
-
Computes Y = X @ dequant(W).T, where W is blockwise NF4/FP4 quantized.
|
| 98 |
-
|
| 99 |
-
Args:
|
| 100 |
-
x: Input matrix [..., M, K] on MPS device.
|
| 101 |
-
w: Packed weight matrix [N, K/2] (uint8) on MPS device.
|
| 102 |
-
absmax: Per-block scales [N, ceil(K/blocksize)] (float32).
|
| 103 |
-
output_features: Number of output features (N).
|
| 104 |
-
blocksize: Quantization block size (64 or 128).
|
| 105 |
-
quant_type: FP4 (1) or NF4 (2).
|
| 106 |
-
|
| 107 |
-
Returns:
|
| 108 |
-
Output tensor [..., M, N].
|
| 109 |
-
"""
|
| 110 |
-
return ops.bnb_gemm_4bit(x, w, absmax, blocksize, quant_type, output_features)
|
| 111 |
-
|
| 112 |
-
|
| 113 |
-
def linear_4bit(
|
| 114 |
-
x: torch.Tensor,
|
| 115 |
-
w: torch.Tensor,
|
| 116 |
-
absmax: torch.Tensor,
|
| 117 |
-
output_features: int,
|
| 118 |
-
blocksize: int = 64,
|
| 119 |
-
quant_type: int = NF4,
|
| 120 |
-
bias: Optional[torch.Tensor] = None,
|
| 121 |
-
) -> torch.Tensor:
|
| 122 |
-
"""4-bit quantized linear layer (auto-selects GEMV or GEMM).
|
| 123 |
-
|
| 124 |
-
Args:
|
| 125 |
-
x: Input tensor on MPS device.
|
| 126 |
-
w: Packed weight [N, K/2] (uint8).
|
| 127 |
-
absmax: Scales [N, ceil(K/blocksize)] (float32).
|
| 128 |
-
output_features: N.
|
| 129 |
-
blocksize: 64 or 128.
|
| 130 |
-
quant_type: FP4 (1) or NF4 (2).
|
| 131 |
-
bias: Optional bias [N].
|
| 132 |
-
|
| 133 |
-
Returns:
|
| 134 |
-
Output tensor.
|
| 135 |
-
"""
|
| 136 |
-
input_1d = x.dim() == 1
|
| 137 |
-
if input_1d or (x.dim() >= 2 and x.size(-2) == 1):
|
| 138 |
-
x_flat = x.view(x.size(-1)) if input_1d else x.squeeze(-2)
|
| 139 |
-
y = gemv_4bit(
|
| 140 |
-
x_flat,
|
| 141 |
-
w,
|
| 142 |
-
absmax,
|
| 143 |
-
output_features,
|
| 144 |
-
blocksize,
|
| 145 |
-
quant_type,
|
| 146 |
-
)
|
| 147 |
-
if input_1d:
|
| 148 |
-
y = y.squeeze(0)
|
| 149 |
-
elif x.dim() >= 2:
|
| 150 |
-
y = y.unsqueeze(-2)
|
| 151 |
-
else:
|
| 152 |
-
y = gemm_4bit(x, w, absmax, output_features, blocksize, quant_type)
|
| 153 |
-
|
| 154 |
-
if bias is not None:
|
| 155 |
-
y = y + bias
|
| 156 |
-
|
| 157 |
-
return y
|
| 158 |
-
|
| 159 |
-
__all__ = [
|
| 160 |
-
"quantize_4bit",
|
| 161 |
-
"dequantize_4bit",
|
| 162 |
-
"gemv_4bit",
|
| 163 |
-
"gemm_4bit",
|
| 164 |
-
"linear_4bit",
|
| 165 |
-
]
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build/torch214-metal-aarch64-darwin/_bitsandbytes_mps_metal_addf474.abi3.so
DELETED
|
@@ -1,3 +0,0 @@
|
|
| 1 |
-
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:418fc61987161e4b3c7c01eeae38c1004dc8414a17dde960191f57f54ebbb5c2
|
| 3 |
-
size 846168
|
|
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|
build/torch214-metal-aarch64-darwin/_ops.py
DELETED
|
@@ -1,9 +0,0 @@
|
|
| 1 |
-
import torch
|
| 2 |
-
from . import _bitsandbytes_mps_metal_addf474
|
| 3 |
-
ops = torch.ops._bitsandbytes_mps_metal_addf474
|
| 4 |
-
|
| 5 |
-
def add_op_namespace_prefix(op_name: str):
|
| 6 |
-
"""
|
| 7 |
-
Prefix op by namespace.
|
| 8 |
-
"""
|
| 9 |
-
return f"_bitsandbytes_mps_metal_addf474::{op_name}"
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
build/torch214-metal-aarch64-darwin/metadata.json
DELETED
|
@@ -1,30 +0,0 @@
|
|
| 1 |
-
{
|
| 2 |
-
"name": "bitsandbytes-mps",
|
| 3 |
-
"id": "_bitsandbytes_mps_metal_addf474",
|
| 4 |
-
"version": 1,
|
| 5 |
-
"license": "MIT",
|
| 6 |
-
"python-depends": [],
|
| 7 |
-
"kernel-depends": [],
|
| 8 |
-
"backend": {
|
| 9 |
-
"type": "metal"
|
| 10 |
-
},
|
| 11 |
-
"digest": {
|
| 12 |
-
"algorithm": "sha256",
|
| 13 |
-
"files": {
|
| 14 |
-
"__init__.py": "rs6BtEpr3t1l0M2Rvw1/OjtqW+WocRyKcp8tNRLui9M=",
|
| 15 |
-
"_bitsandbytes_mps_metal_addf474.abi3.so": "QY/GGYcWHks8fAHurjjBAE3IQUoX3elgGR9X9U67tcI=",
|
| 16 |
-
"_ops.py": "l8HruWkDA+SB/OwWA5dmr6G7n6Fk8KstXjEqUH2rh34="
|
| 17 |
-
}
|
| 18 |
-
},
|
| 19 |
-
"provenance": {
|
| 20 |
-
"kernel-builder": {
|
| 21 |
-
"version": "0.17.0-dev0",
|
| 22 |
-
"commit": "081dcd473f8eca27226eef1f9c47c45b86c756b5",
|
| 23 |
-
"dirty": false
|
| 24 |
-
},
|
| 25 |
-
"kernel": {
|
| 26 |
-
"commit": "addf4741fafb55b4c101b15985dfaeea7c7c2f3a",
|
| 27 |
-
"dirty": false
|
| 28 |
-
}
|
| 29 |
-
}
|
| 30 |
-
}
|
|
|
|
|
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|
|
build/torch214-metal-aarch64-darwin/metadata.json.sigstore
DELETED
|
@@ -1 +0,0 @@
|
|
| 1 |
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