Kernels:
Trusted publisher
Uploaded using `kernel-builder`.
Browse files
build/torch-rocm/__init__.py
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@@ -32,7 +32,7 @@ def _to_bhsd(t: torch.Tensor) -> torch.Tensor:
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return t.permute(1, 2, 0, 3)
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-
def apply_rotary_transformers(q, k, cos, sin,
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"""Apply NEOX-style RoPE to ``q`` and ``k``.
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Signature mirrors ``kernels-community/rotary``'s ``apply_rotary_transformers``
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@@ -42,8 +42,8 @@ def apply_rotary_transformers(q, k, cos, sin, position_ids=None, unsqueeze_dim=1
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Args:
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q, k: ``(batch, heads, seq, head_dim)``.
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cos, sin: ``(batch, seq, head_dim // 2)`` — pre-``unsqueeze`` form.
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-
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-
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Returns:
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``(q_embed, k_embed)`` in the same shape as ``q``, ``k``.
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@@ -68,6 +68,10 @@ def apply_rotary_transformers(q, k, cos, sin, position_ids=None, unsqueeze_dim=1
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return _to_bhsd(q_out_sbhd), _to_bhsd(k_out_sbhd)
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__all__ = [
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"__kernel_metadata__",
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"RotateStyle",
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return t.permute(1, 2, 0, 3)
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def apply_rotary_transformers(q, k, cos, sin, unsqueeze_dim=1):
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"""Apply NEOX-style RoPE to ``q`` and ``k``.
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Signature mirrors ``kernels-community/rotary``'s ``apply_rotary_transformers``
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Args:
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q, k: ``(batch, heads, seq, head_dim)``.
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cos, sin: ``(batch, seq, head_dim // 2)`` — pre-``unsqueeze`` form.
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unsqueeze_dim: accepted for API parity; the kernel reads positions from
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the already-computed ``cos`` / ``sin``.
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Returns:
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``(q_embed, k_embed)`` in the same shape as ``q``, ``k``.
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return _to_bhsd(q_out_sbhd), _to_bhsd(k_out_sbhd)
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# Add torch compile support for functions
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apply_rotary_transformers.can_torch_compile = True
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+
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+
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__all__ = [
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"__kernel_metadata__",
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"RotateStyle",
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build/torch-rocm/_ops.py
CHANGED
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@@ -22,7 +22,7 @@ def get_backend() -> str:
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def _find_ops_name() -> str:
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kernel_name = "aiter_rope"
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-
unique_id = "
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backend = get_backend()
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return f"_{kernel_name}_{backend}_{unique_id}"
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def _find_ops_name() -> str:
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kernel_name = "aiter_rope"
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unique_id = "aeb8ef0"
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backend = get_backend()
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return f"_{kernel_name}_{backend}_{unique_id}"
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build/torch-rocm/metadata.json
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@@ -1,7 +1,7 @@
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{
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"name": "aiter-rope",
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-
"id": "
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-
"version":
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"license": "MIT",
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"python-depends": [],
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"backend": {
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@@ -10,10 +10,10 @@
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"digest": {
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"algorithm": "sha256",
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"files": {
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-
"__init__.py": "
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"_kernels/__init__.py": "47DEQpj8HBSa+/TImW+5JCeuQeRkm5NMpJWZG3hSuFU=",
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"_kernels/rope.py": "yYQRz0fxK1CuTYD9rolVEDXvy3YnS6775IxceH1fNow=",
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-
"_ops.py": "
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"aiter_rope/__init__.py": "DFYPlrhXwYjEqCl/8n0SmWGZV8NFml5DPhMjKfv98GY=",
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"rope.py": "DmzekBurit+Ow9BGR0Zgc76MjAolYQ6q8mEckVLbtj0=",
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"utils/__init__.py": "47DEQpj8HBSa+/TImW+5JCeuQeRkm5NMpJWZG3hSuFU=",
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{
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"name": "aiter-rope",
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+
"id": "_aiter_rope_rocm_aeb8ef0",
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"version": 2,
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"license": "MIT",
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"python-depends": [],
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"backend": {
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"digest": {
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"algorithm": "sha256",
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"files": {
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+
"__init__.py": "LU7aiq2klQDm2RW/BnBT5U6FUBvl3Sb5xvDErY3ap6U=",
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"_kernels/__init__.py": "47DEQpj8HBSa+/TImW+5JCeuQeRkm5NMpJWZG3hSuFU=",
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"_kernels/rope.py": "yYQRz0fxK1CuTYD9rolVEDXvy3YnS6775IxceH1fNow=",
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+
"_ops.py": "zsQxSBeftNJOW4uXIYdUGYmA01yEFdhI0SWJcnWUsjc=",
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"aiter_rope/__init__.py": "DFYPlrhXwYjEqCl/8n0SmWGZV8NFml5DPhMjKfv98GY=",
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"rope.py": "DmzekBurit+Ow9BGR0Zgc76MjAolYQ6q8mEckVLbtj0=",
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"utils/__init__.py": "47DEQpj8HBSa+/TImW+5JCeuQeRkm5NMpJWZG3hSuFU=",
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build/torch-rocm/metadata.json.sigstore
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@@ -1 +1 @@
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-
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