Instructions to use replicate/relu with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Kernels
How to use replicate/relu with Kernels:
# !pip install kernels from kernels import get_kernel # a version (or an explicit revision) is required; see the "Files and versions" tab for the available ones kernel = get_kernel("replicate/relu", version=1) - Notebooks
- Google Colab
- Kaggle
Build uploaded using `kernels`.
Browse filesThis view is limited to 50 files because it contains too many changes. See raw diff
- .gitattributes +15 -0
- build/torch210-cxx11-cpu-x86_64-linux/_ops.py +3 -3
- build/torch210-cxx11-cpu-x86_64-linux/{_relu_cpu_6261c06.abi3.so → _relu_cpu_86608d6.abi3.so} +1 -1
- build/torch210-cxx11-cpu-x86_64-linux/metadata.json +4 -1
- build/torch210-cxx11-cpu-x86_64-linux/relu/__init__.py +2 -2
- build/torch210-cxx11-cu126-x86_64-linux/_ops.py +3 -3
- build/torch210-cxx11-cu126-x86_64-linux/{_relu_cuda_6261c06.abi3.so → _relu_cuda_86608d6.abi3.so} +1 -1
- build/torch210-cxx11-cu126-x86_64-linux/relu/__init__.py +2 -2
- build/torch210-cxx11-cu128-x86_64-linux/_ops.py +3 -3
- build/torch210-cxx11-cu128-x86_64-linux/{_relu_cuda_6261c06.abi3.so → _relu_cuda_86608d6.abi3.so} +1 -1
- build/torch210-cxx11-cu128-x86_64-linux/relu/__init__.py +2 -2
- build/torch210-cxx11-cu130-x86_64-linux/_ops.py +3 -3
- build/torch210-cxx11-cu130-x86_64-linux/{_relu_cuda_6261c06.abi3.so → _relu_cuda_86608d6.abi3.so} +1 -1
- build/torch210-cxx11-cu130-x86_64-linux/relu/__init__.py +2 -2
- build/torch210-cxx11-rocm70-x86_64-linux/_ops.py +3 -3
- build/torch210-cxx11-rocm70-x86_64-linux/{_relu_rocm_6261c06.abi3.so → _relu_rocm_86608d6.abi3.so} +1 -1
- build/torch210-cxx11-rocm70-x86_64-linux/relu/__init__.py +2 -2
- build/torch210-cxx11-rocm71-x86_64-linux/_ops.py +3 -3
- build/torch210-cxx11-rocm71-x86_64-linux/{_relu_rocm_6261c06.abi3.so → _relu_rocm_86608d6.abi3.so} +1 -1
- build/torch210-cxx11-rocm71-x86_64-linux/relu/__init__.py +2 -2
- build/torch210-cxx11-xpu20253-x86_64-linux/_ops.py +3 -3
- build/torch210-cxx11-xpu20253-x86_64-linux/{_relu_xpu_6261c06.abi3.so → _relu_xpu_86608d6.abi3.so} +1 -1
- build/torch210-cxx11-xpu20253-x86_64-linux/metadata.json +4 -1
- build/torch210-cxx11-xpu20253-x86_64-linux/relu/__init__.py +2 -2
- build/torch211-cxx11-cpu-x86_64-linux/__init__.py +16 -0
- build/torch211-cxx11-cpu-x86_64-linux/_ops.py +9 -0
- build/torch211-cxx11-cpu-x86_64-linux/_relu_cpu_86608d6.abi3.so +3 -0
- build/torch211-cxx11-cpu-x86_64-linux/layers/__init__.py +11 -0
- build/torch211-cxx11-cpu-x86_64-linux/metadata.json +8 -0
- build/torch211-cxx11-cpu-x86_64-linux/relu/__init__.py +26 -0
- build/torch211-cxx11-cu126-x86_64-linux/__init__.py +16 -0
- build/torch211-cxx11-cu126-x86_64-linux/_ops.py +9 -0
- build/torch211-cxx11-cu126-x86_64-linux/_relu_cuda_86608d6.abi3.so +3 -0
- build/torch211-cxx11-cu126-x86_64-linux/layers/__init__.py +11 -0
- build/torch211-cxx11-cu126-x86_64-linux/metadata.json +18 -0
- build/torch211-cxx11-cu126-x86_64-linux/relu/__init__.py +26 -0
- build/torch211-cxx11-cu128-x86_64-linux/__init__.py +16 -0
- build/torch211-cxx11-cu128-x86_64-linux/_ops.py +9 -0
- build/torch211-cxx11-cu128-x86_64-linux/_relu_cuda_86608d6.abi3.so +3 -0
- build/torch211-cxx11-cu128-x86_64-linux/layers/__init__.py +11 -0
- build/torch211-cxx11-cu128-x86_64-linux/metadata.json +21 -0
- build/torch211-cxx11-cu128-x86_64-linux/relu/__init__.py +26 -0
- build/torch211-cxx11-cu130-x86_64-linux/__init__.py +16 -0
- build/torch211-cxx11-cu130-x86_64-linux/_ops.py +9 -0
- build/torch211-cxx11-cu130-x86_64-linux/_relu_cuda_86608d6.abi3.so +3 -0
- build/torch211-cxx11-cu130-x86_64-linux/layers/__init__.py +11 -0
- build/torch211-cxx11-cu130-x86_64-linux/metadata.json +19 -0
- build/torch211-cxx11-cu130-x86_64-linux/relu/__init__.py +26 -0
- build/torch29-cxx11-cu129-x86_64-linux/__init__.py +16 -0
- build/torch29-cxx11-cu129-x86_64-linux/_ops.py +9 -0
.gitattributes
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return f"_relu_cpu_86608d6::{op_name}"
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build/torch210-cxx11-cu126-x86_64-linux/_ops.py
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from . import _relu_cuda_86608d6
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ops = torch.ops._relu_cuda_86608d6
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ops = torch.ops._relu_cuda_86608d6
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return f"_relu_cuda_86608d6::{op_name}"
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build/torch210-cxx11-rocm70-x86_64-linux/_ops.py
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| 1 |
import torch
|
| 2 |
+
from . import _relu_rocm_86608d6
|
| 3 |
+
ops = torch.ops._relu_rocm_86608d6
|
| 4 |
|
| 5 |
def add_op_namespace_prefix(op_name: str):
|
| 6 |
"""
|
| 7 |
Prefix op by namespace.
|
| 8 |
"""
|
| 9 |
+
return f"_relu_rocm_86608d6::{op_name}"
|
build/torch210-cxx11-rocm70-x86_64-linux/{_relu_rocm_6261c06.abi3.so → _relu_rocm_86608d6.abi3.so}
RENAMED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 1990368
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:3cbaa8b12f96175c0b41d3f26df32ab7f4497b6f117eb92c155734237e6999f4
|
| 3 |
size 1990368
|
build/torch210-cxx11-rocm70-x86_64-linux/relu/__init__.py
CHANGED
|
@@ -1,10 +1,10 @@
|
|
| 1 |
import ctypes
|
|
|
|
| 2 |
import sys
|
| 3 |
-
|
| 4 |
-
import importlib
|
| 5 |
from pathlib import Path
|
| 6 |
from types import ModuleType
|
| 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
|
|
|
|
| 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
|
build/torch210-cxx11-rocm71-x86_64-linux/_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 _relu_rocm_86608d6
|
| 3 |
+
ops = torch.ops._relu_rocm_86608d6
|
| 4 |
|
| 5 |
def add_op_namespace_prefix(op_name: str):
|
| 6 |
"""
|
| 7 |
Prefix op by namespace.
|
| 8 |
"""
|
| 9 |
+
return f"_relu_rocm_86608d6::{op_name}"
|
build/torch210-cxx11-rocm71-x86_64-linux/{_relu_rocm_6261c06.abi3.so → _relu_rocm_86608d6.abi3.so}
RENAMED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 1990272
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:aec0382837474451fa85f6b5eddfb8818f2afbca2c30a9421e4cef15a15a81c3
|
| 3 |
size 1990272
|
build/torch210-cxx11-rocm71-x86_64-linux/relu/__init__.py
CHANGED
|
@@ -1,10 +1,10 @@
|
|
| 1 |
import ctypes
|
|
|
|
| 2 |
import sys
|
| 3 |
-
|
| 4 |
-
import importlib
|
| 5 |
from pathlib import Path
|
| 6 |
from types import ModuleType
|
| 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
|
|
|
|
| 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
|
build/torch210-cxx11-xpu20253-x86_64-linux/_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 _relu_xpu_86608d6
|
| 3 |
+
ops = torch.ops._relu_xpu_86608d6
|
| 4 |
|
| 5 |
def add_op_namespace_prefix(op_name: str):
|
| 6 |
"""
|
| 7 |
Prefix op by namespace.
|
| 8 |
"""
|
| 9 |
+
return f"_relu_xpu_86608d6::{op_name}"
|
build/torch210-cxx11-xpu20253-x86_64-linux/{_relu_xpu_6261c06.abi3.so → _relu_xpu_86608d6.abi3.so}
RENAMED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 2050448
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:7bf868b995e07c8aff4569b3f403e1b4570533c96150f4c61d5dbc25b12925ce
|
| 3 |
size 2050448
|
build/torch210-cxx11-xpu20253-x86_64-linux/metadata.json
CHANGED
|
@@ -1,5 +1,8 @@
|
|
| 1 |
{
|
| 2 |
"version": 1,
|
| 3 |
"license": "Apache-2.0",
|
| 4 |
-
"python-depends": []
|
|
|
|
|
|
|
|
|
|
| 5 |
}
|
|
|
|
| 1 |
{
|
| 2 |
"version": 1,
|
| 3 |
"license": "Apache-2.0",
|
| 4 |
+
"python-depends": [],
|
| 5 |
+
"backend": {
|
| 6 |
+
"type": "xpu"
|
| 7 |
+
}
|
| 8 |
}
|
build/torch210-cxx11-xpu20253-x86_64-linux/relu/__init__.py
CHANGED
|
@@ -1,10 +1,10 @@
|
|
| 1 |
import ctypes
|
|
|
|
| 2 |
import sys
|
| 3 |
-
|
| 4 |
-
import importlib
|
| 5 |
from pathlib import Path
|
| 6 |
from types import ModuleType
|
| 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
|
|
|
|
| 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
|
build/torch211-cxx11-cpu-x86_64-linux/__init__.py
ADDED
|
@@ -0,0 +1,16 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
from typing import Optional
|
| 2 |
+
|
| 3 |
+
import torch
|
| 4 |
+
|
| 5 |
+
from ._ops import ops
|
| 6 |
+
|
| 7 |
+
from . import layers
|
| 8 |
+
|
| 9 |
+
|
| 10 |
+
def relu(x: torch.Tensor, out: Optional[torch.Tensor] = None) -> torch.Tensor:
|
| 11 |
+
if out is None:
|
| 12 |
+
out = torch.empty_like(x)
|
| 13 |
+
ops.relu(out, x)
|
| 14 |
+
return out
|
| 15 |
+
|
| 16 |
+
__all__ = ["relu", "layers"]
|
build/torch211-cxx11-cpu-x86_64-linux/_ops.py
ADDED
|
@@ -0,0 +1,9 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
import torch
|
| 2 |
+
from . import _relu_cpu_86608d6
|
| 3 |
+
ops = torch.ops._relu_cpu_86608d6
|
| 4 |
+
|
| 5 |
+
def add_op_namespace_prefix(op_name: str):
|
| 6 |
+
"""
|
| 7 |
+
Prefix op by namespace.
|
| 8 |
+
"""
|
| 9 |
+
return f"_relu_cpu_86608d6::{op_name}"
|
build/torch211-cxx11-cpu-x86_64-linux/_relu_cpu_86608d6.abi3.so
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:5992a3aed7e1e62a0f2d35ca967be5fa4914e94c4cacc28ad9733510a57be8c3
|
| 3 |
+
size 1778080
|
build/torch211-cxx11-cpu-x86_64-linux/layers/__init__.py
ADDED
|
@@ -0,0 +1,11 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
import torch
|
| 2 |
+
import torch.nn as nn
|
| 3 |
+
|
| 4 |
+
from .._ops import ops
|
| 5 |
+
|
| 6 |
+
|
| 7 |
+
class ReLU(nn.Module):
|
| 8 |
+
def forward(self, x: torch.Tensor) -> torch.Tensor:
|
| 9 |
+
out = torch.empty_like(x)
|
| 10 |
+
ops.relu(out, x)
|
| 11 |
+
return out
|
build/torch211-cxx11-cpu-x86_64-linux/metadata.json
ADDED
|
@@ -0,0 +1,8 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"version": 1,
|
| 3 |
+
"license": "Apache-2.0",
|
| 4 |
+
"python-depends": [],
|
| 5 |
+
"backend": {
|
| 6 |
+
"type": "cpu"
|
| 7 |
+
}
|
| 8 |
+
}
|
build/torch211-cxx11-cpu-x86_64-linux/relu/__init__.py
ADDED
|
@@ -0,0 +1,26 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 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/torch211-cxx11-cu126-x86_64-linux/__init__.py
ADDED
|
@@ -0,0 +1,16 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
from typing import Optional
|
| 2 |
+
|
| 3 |
+
import torch
|
| 4 |
+
|
| 5 |
+
from ._ops import ops
|
| 6 |
+
|
| 7 |
+
from . import layers
|
| 8 |
+
|
| 9 |
+
|
| 10 |
+
def relu(x: torch.Tensor, out: Optional[torch.Tensor] = None) -> torch.Tensor:
|
| 11 |
+
if out is None:
|
| 12 |
+
out = torch.empty_like(x)
|
| 13 |
+
ops.relu(out, x)
|
| 14 |
+
return out
|
| 15 |
+
|
| 16 |
+
__all__ = ["relu", "layers"]
|
build/torch211-cxx11-cu126-x86_64-linux/_ops.py
ADDED
|
@@ -0,0 +1,9 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
import torch
|
| 2 |
+
from . import _relu_cuda_86608d6
|
| 3 |
+
ops = torch.ops._relu_cuda_86608d6
|
| 4 |
+
|
| 5 |
+
def add_op_namespace_prefix(op_name: str):
|
| 6 |
+
"""
|
| 7 |
+
Prefix op by namespace.
|
| 8 |
+
"""
|
| 9 |
+
return f"_relu_cuda_86608d6::{op_name}"
|
build/torch211-cxx11-cu126-x86_64-linux/_relu_cuda_86608d6.abi3.so
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:8651c711c2de41626b7cfed0f331b82d1ff43f95966165e37f270f8c41729abd
|
| 3 |
+
size 2012824
|
build/torch211-cxx11-cu126-x86_64-linux/layers/__init__.py
ADDED
|
@@ -0,0 +1,11 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
import torch
|
| 2 |
+
import torch.nn as nn
|
| 3 |
+
|
| 4 |
+
from .._ops import ops
|
| 5 |
+
|
| 6 |
+
|
| 7 |
+
class ReLU(nn.Module):
|
| 8 |
+
def forward(self, x: torch.Tensor) -> torch.Tensor:
|
| 9 |
+
out = torch.empty_like(x)
|
| 10 |
+
ops.relu(out, x)
|
| 11 |
+
return out
|
build/torch211-cxx11-cu126-x86_64-linux/metadata.json
ADDED
|
@@ -0,0 +1,18 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"version": 1,
|
| 3 |
+
"license": "Apache-2.0",
|
| 4 |
+
"python-depends": [],
|
| 5 |
+
"backend": {
|
| 6 |
+
"type": "cuda",
|
| 7 |
+
"archs": [
|
| 8 |
+
"7.0",
|
| 9 |
+
"7.2",
|
| 10 |
+
"7.5",
|
| 11 |
+
"8.0",
|
| 12 |
+
"8.6",
|
| 13 |
+
"8.7",
|
| 14 |
+
"8.9",
|
| 15 |
+
"9.0+PTX"
|
| 16 |
+
]
|
| 17 |
+
}
|
| 18 |
+
}
|
build/torch211-cxx11-cu126-x86_64-linux/relu/__init__.py
ADDED
|
@@ -0,0 +1,26 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 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/torch211-cxx11-cu128-x86_64-linux/__init__.py
ADDED
|
@@ -0,0 +1,16 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
from typing import Optional
|
| 2 |
+
|
| 3 |
+
import torch
|
| 4 |
+
|
| 5 |
+
from ._ops import ops
|
| 6 |
+
|
| 7 |
+
from . import layers
|
| 8 |
+
|
| 9 |
+
|
| 10 |
+
def relu(x: torch.Tensor, out: Optional[torch.Tensor] = None) -> torch.Tensor:
|
| 11 |
+
if out is None:
|
| 12 |
+
out = torch.empty_like(x)
|
| 13 |
+
ops.relu(out, x)
|
| 14 |
+
return out
|
| 15 |
+
|
| 16 |
+
__all__ = ["relu", "layers"]
|
build/torch211-cxx11-cu128-x86_64-linux/_ops.py
ADDED
|
@@ -0,0 +1,9 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
import torch
|
| 2 |
+
from . import _relu_cuda_86608d6
|
| 3 |
+
ops = torch.ops._relu_cuda_86608d6
|
| 4 |
+
|
| 5 |
+
def add_op_namespace_prefix(op_name: str):
|
| 6 |
+
"""
|
| 7 |
+
Prefix op by namespace.
|
| 8 |
+
"""
|
| 9 |
+
return f"_relu_cuda_86608d6::{op_name}"
|
build/torch211-cxx11-cu128-x86_64-linux/_relu_cuda_86608d6.abi3.so
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:55951153622803b777e832fc034d224e3c577ee68204544c463ea5f9df48276f
|
| 3 |
+
size 2100680
|
build/torch211-cxx11-cu128-x86_64-linux/layers/__init__.py
ADDED
|
@@ -0,0 +1,11 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
import torch
|
| 2 |
+
import torch.nn as nn
|
| 3 |
+
|
| 4 |
+
from .._ops import ops
|
| 5 |
+
|
| 6 |
+
|
| 7 |
+
class ReLU(nn.Module):
|
| 8 |
+
def forward(self, x: torch.Tensor) -> torch.Tensor:
|
| 9 |
+
out = torch.empty_like(x)
|
| 10 |
+
ops.relu(out, x)
|
| 11 |
+
return out
|
build/torch211-cxx11-cu128-x86_64-linux/metadata.json
ADDED
|
@@ -0,0 +1,21 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"version": 1,
|
| 3 |
+
"license": "Apache-2.0",
|
| 4 |
+
"python-depends": [],
|
| 5 |
+
"backend": {
|
| 6 |
+
"type": "cuda",
|
| 7 |
+
"archs": [
|
| 8 |
+
"10.0",
|
| 9 |
+
"10.1",
|
| 10 |
+
"12.0+PTX",
|
| 11 |
+
"7.0",
|
| 12 |
+
"7.2",
|
| 13 |
+
"7.5",
|
| 14 |
+
"8.0",
|
| 15 |
+
"8.6",
|
| 16 |
+
"8.7",
|
| 17 |
+
"8.9",
|
| 18 |
+
"9.0"
|
| 19 |
+
]
|
| 20 |
+
}
|
| 21 |
+
}
|
build/torch211-cxx11-cu128-x86_64-linux/relu/__init__.py
ADDED
|
@@ -0,0 +1,26 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 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/torch211-cxx11-cu130-x86_64-linux/__init__.py
ADDED
|
@@ -0,0 +1,16 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
from typing import Optional
|
| 2 |
+
|
| 3 |
+
import torch
|
| 4 |
+
|
| 5 |
+
from ._ops import ops
|
| 6 |
+
|
| 7 |
+
from . import layers
|
| 8 |
+
|
| 9 |
+
|
| 10 |
+
def relu(x: torch.Tensor, out: Optional[torch.Tensor] = None) -> torch.Tensor:
|
| 11 |
+
if out is None:
|
| 12 |
+
out = torch.empty_like(x)
|
| 13 |
+
ops.relu(out, x)
|
| 14 |
+
return out
|
| 15 |
+
|
| 16 |
+
__all__ = ["relu", "layers"]
|
build/torch211-cxx11-cu130-x86_64-linux/_ops.py
ADDED
|
@@ -0,0 +1,9 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
import torch
|
| 2 |
+
from . import _relu_cuda_86608d6
|
| 3 |
+
ops = torch.ops._relu_cuda_86608d6
|
| 4 |
+
|
| 5 |
+
def add_op_namespace_prefix(op_name: str):
|
| 6 |
+
"""
|
| 7 |
+
Prefix op by namespace.
|
| 8 |
+
"""
|
| 9 |
+
return f"_relu_cuda_86608d6::{op_name}"
|
build/torch211-cxx11-cu130-x86_64-linux/_relu_cuda_86608d6.abi3.so
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:f0eae60d2dd625b4ba565bd1dd74cdddcc842b44ecaba2cca9b1c8ace2ebaba3
|
| 3 |
+
size 2118496
|
build/torch211-cxx11-cu130-x86_64-linux/layers/__init__.py
ADDED
|
@@ -0,0 +1,11 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
import torch
|
| 2 |
+
import torch.nn as nn
|
| 3 |
+
|
| 4 |
+
from .._ops import ops
|
| 5 |
+
|
| 6 |
+
|
| 7 |
+
class ReLU(nn.Module):
|
| 8 |
+
def forward(self, x: torch.Tensor) -> torch.Tensor:
|
| 9 |
+
out = torch.empty_like(x)
|
| 10 |
+
ops.relu(out, x)
|
| 11 |
+
return out
|
build/torch211-cxx11-cu130-x86_64-linux/metadata.json
ADDED
|
@@ -0,0 +1,19 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"version": 1,
|
| 3 |
+
"license": "Apache-2.0",
|
| 4 |
+
"python-depends": [],
|
| 5 |
+
"backend": {
|
| 6 |
+
"type": "cuda",
|
| 7 |
+
"archs": [
|
| 8 |
+
"10.0",
|
| 9 |
+
"11.0",
|
| 10 |
+
"12.0+PTX",
|
| 11 |
+
"7.5",
|
| 12 |
+
"8.0",
|
| 13 |
+
"8.6",
|
| 14 |
+
"8.7",
|
| 15 |
+
"8.9",
|
| 16 |
+
"9.0"
|
| 17 |
+
]
|
| 18 |
+
}
|
| 19 |
+
}
|
build/torch211-cxx11-cu130-x86_64-linux/relu/__init__.py
ADDED
|
@@ -0,0 +1,26 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 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/torch29-cxx11-cu129-x86_64-linux/__init__.py
ADDED
|
@@ -0,0 +1,16 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
from typing import Optional
|
| 2 |
+
|
| 3 |
+
import torch
|
| 4 |
+
|
| 5 |
+
from ._ops import ops
|
| 6 |
+
|
| 7 |
+
from . import layers
|
| 8 |
+
|
| 9 |
+
|
| 10 |
+
def relu(x: torch.Tensor, out: Optional[torch.Tensor] = None) -> torch.Tensor:
|
| 11 |
+
if out is None:
|
| 12 |
+
out = torch.empty_like(x)
|
| 13 |
+
ops.relu(out, x)
|
| 14 |
+
return out
|
| 15 |
+
|
| 16 |
+
__all__ = ["relu", "layers"]
|
build/torch29-cxx11-cu129-x86_64-linux/_ops.py
ADDED
|
@@ -0,0 +1,9 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
import torch
|
| 2 |
+
from . import _relu_cuda_86608d6
|
| 3 |
+
ops = torch.ops._relu_cuda_86608d6
|
| 4 |
+
|
| 5 |
+
def add_op_namespace_prefix(op_name: str):
|
| 6 |
+
"""
|
| 7 |
+
Prefix op by namespace.
|
| 8 |
+
"""
|
| 9 |
+
return f"_relu_cuda_86608d6::{op_name}"
|