Instructions to use kernels-community/flash-attn2 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Kernels
How to use kernels-community/flash-attn2 with Kernels:
# !pip install kernels from kernels import get_kernel kernel = get_kernel("kernels-community/flash-attn2") - Notebooks
- Google Colab
- Kaggle
Uploaded using `kernel-builder`.
Browse files- build/torch210-cxx11-cpu-x86_64-linux/{_flash_attn2_cpu_85c21a0.abi3.so → _flash_attn2_cpu_042c80b.abi3.so} +1 -1
- build/torch210-cxx11-cpu-x86_64-linux/_ops.py +3 -3
- build/torch210-cxx11-cpu-x86_64-linux/flash_attn_interface.py +8 -1
- build/torch210-cxx11-cpu-x86_64-linux/metadata.json +1 -1
- build/torch211-cxx11-cpu-x86_64-linux/{_flash_attn2_cpu_85c21a0.abi3.so → _flash_attn2_cpu_042c80b.abi3.so} +1 -1
- build/torch211-cxx11-cpu-x86_64-linux/_ops.py +3 -3
- build/torch211-cxx11-cpu-x86_64-linux/flash_attn_interface.py +8 -1
- build/torch211-cxx11-cpu-x86_64-linux/metadata.json +1 -1
- build/torch212-cxx11-cpu-x86_64-linux/{_flash_attn2_cpu_85c21a0.abi3.so → _flash_attn2_cpu_042c80b.abi3.so} +1 -1
- build/torch212-cxx11-cpu-x86_64-linux/_ops.py +3 -3
- build/torch212-cxx11-cpu-x86_64-linux/flash_attn_interface.py +8 -1
- build/torch212-cxx11-cpu-x86_64-linux/metadata.json +1 -1
build/torch210-cxx11-cpu-x86_64-linux/{_flash_attn2_cpu_85c21a0.abi3.so → _flash_attn2_cpu_042c80b.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 1942240
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version https://git-lfs.github.com/spec/v1
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oid sha256:4c84eb7a0c9bdf71b230c454cc95bebdbb85f3ba6d5bcc6225bcae299acbfef5
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size 1942240
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build/torch210-cxx11-cpu-x86_64-linux/_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 _flash_attn2_cpu_042c80b
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ops = torch.ops._flash_attn2_cpu_042c80b
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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"_flash_attn2_cpu_042c80b::{op_name}"
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build/torch210-cxx11-cpu-x86_64-linux/flash_attn_interface.py
CHANGED
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@@ -36,7 +36,14 @@ def _get_block_size_n(device, head_dim, is_dropout, is_causal):
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assert head_dim <= 256
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if device.type == "xpu":
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-
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# This should match the block sizes in the CUDA kernel
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major, minor = torch.cuda.get_device_capability(device)
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assert head_dim <= 256
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if device.type == "xpu":
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if head_dim <= 96:
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return 64
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+
elif head_dim <= 128:
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return 32
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+
elif head_dim <= 256:
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return 64
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+
else:
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return 32
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# This should match the block sizes in the CUDA kernel
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major, minor = torch.cuda.get_device_capability(device)
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build/torch210-cxx11-cpu-x86_64-linux/metadata.json
CHANGED
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@@ -1,6 +1,6 @@
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{
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"name": "flash-attn2",
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-
"id": "
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"version": 1,
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"license": "BSD-3-Clause",
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"python-depends": [],
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{
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"name": "flash-attn2",
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"id": "_flash_attn2_cpu_042c80b",
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"version": 1,
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"license": "BSD-3-Clause",
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"python-depends": [],
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build/torch211-cxx11-cpu-x86_64-linux/{_flash_attn2_cpu_85c21a0.abi3.so → _flash_attn2_cpu_042c80b.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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| 3 |
size 1942240
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:149707762062fc9ad367d0395126db2bee01fdf8cc1b9f2677e147529dfc5734
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size 1942240
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build/torch211-cxx11-cpu-x86_64-linux/_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 _flash_attn2_cpu_042c80b
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+
ops = torch.ops._flash_attn2_cpu_042c80b
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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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| 8 |
"""
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+
return f"_flash_attn2_cpu_042c80b::{op_name}"
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build/torch211-cxx11-cpu-x86_64-linux/flash_attn_interface.py
CHANGED
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@@ -36,7 +36,14 @@ def _get_block_size_n(device, head_dim, is_dropout, is_causal):
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assert head_dim <= 256
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if device.type == "xpu":
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-
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# This should match the block sizes in the CUDA kernel
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major, minor = torch.cuda.get_device_capability(device)
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|
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| 36 |
assert head_dim <= 256
|
| 37 |
|
| 38 |
if device.type == "xpu":
|
| 39 |
+
if head_dim <= 96:
|
| 40 |
+
return 64
|
| 41 |
+
elif head_dim <= 128:
|
| 42 |
+
return 32
|
| 43 |
+
elif head_dim <= 256:
|
| 44 |
+
return 64
|
| 45 |
+
else:
|
| 46 |
+
return 32
|
| 47 |
|
| 48 |
# This should match the block sizes in the CUDA kernel
|
| 49 |
major, minor = torch.cuda.get_device_capability(device)
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build/torch211-cxx11-cpu-x86_64-linux/metadata.json
CHANGED
|
@@ -1,6 +1,6 @@
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{
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"name": "flash-attn2",
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-
"id": "
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"version": 1,
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"license": "BSD-3-Clause",
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"python-depends": [],
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|
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| 1 |
{
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"name": "flash-attn2",
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+
"id": "_flash_attn2_cpu_042c80b",
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"version": 1,
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"license": "BSD-3-Clause",
|
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"python-depends": [],
|
build/torch212-cxx11-cpu-x86_64-linux/{_flash_attn2_cpu_85c21a0.abi3.so → _flash_attn2_cpu_042c80b.abi3.so}
RENAMED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 1942272
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:5939950002f1e383de6d52c61b7b8c79e563b56398038c408a262160f9a36130
|
| 3 |
size 1942272
|
build/torch212-cxx11-cpu-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 _flash_attn2_cpu_042c80b
|
| 3 |
+
ops = torch.ops._flash_attn2_cpu_042c80b
|
| 4 |
|
| 5 |
def add_op_namespace_prefix(op_name: str):
|
| 6 |
"""
|
| 7 |
Prefix op by namespace.
|
| 8 |
"""
|
| 9 |
+
return f"_flash_attn2_cpu_042c80b::{op_name}"
|
build/torch212-cxx11-cpu-x86_64-linux/flash_attn_interface.py
CHANGED
|
@@ -36,7 +36,14 @@ def _get_block_size_n(device, head_dim, is_dropout, is_causal):
|
|
| 36 |
assert head_dim <= 256
|
| 37 |
|
| 38 |
if device.type == "xpu":
|
| 39 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 40 |
|
| 41 |
# This should match the block sizes in the CUDA kernel
|
| 42 |
major, minor = torch.cuda.get_device_capability(device)
|
|
|
|
| 36 |
assert head_dim <= 256
|
| 37 |
|
| 38 |
if device.type == "xpu":
|
| 39 |
+
if head_dim <= 96:
|
| 40 |
+
return 64
|
| 41 |
+
elif head_dim <= 128:
|
| 42 |
+
return 32
|
| 43 |
+
elif head_dim <= 256:
|
| 44 |
+
return 64
|
| 45 |
+
else:
|
| 46 |
+
return 32
|
| 47 |
|
| 48 |
# This should match the block sizes in the CUDA kernel
|
| 49 |
major, minor = torch.cuda.get_device_capability(device)
|
build/torch212-cxx11-cpu-x86_64-linux/metadata.json
CHANGED
|
@@ -1,6 +1,6 @@
|
|
| 1 |
{
|
| 2 |
"name": "flash-attn2",
|
| 3 |
-
"id": "
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| 4 |
"version": 1,
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| 5 |
"license": "BSD-3-Clause",
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| 6 |
"python-depends": [],
|
|
|
|
| 1 |
{
|
| 2 |
"name": "flash-attn2",
|
| 3 |
+
"id": "_flash_attn2_cpu_042c80b",
|
| 4 |
"version": 1,
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| 5 |
"license": "BSD-3-Clause",
|
| 6 |
"python-depends": [],
|