[CPU] Add graph register for fused_sigmoid_mul_cpu, fused_qk_gemma_rmsnorm (#35506)

This commit is contained in:
YanbingJiang
2026-08-24 10:18:57 +08:00
committed by GitHub
parent 4c02584773
commit fd73d4b019
5 changed files with 43 additions and 15 deletions
+17 -8
View File
@@ -50,6 +50,8 @@ def test_activation(m, n, dtype):
@pytest.mark.parametrize("num_heads", [16])
@pytest.mark.parametrize("m", [1, 17, 128])
def test_fused_sigmoid_mul(m, num_heads, head_dim, dtype, gate_3d):
from sglang.srt.models.qwen3_5 import fused_sigmoid_mul
x = torch.randn([m, num_heads * head_dim], dtype=dtype)
if gate_3d:
gate_storage = torch.randn([m, num_heads, head_dim * 2], dtype=dtype)
@@ -59,16 +61,23 @@ def test_fused_sigmoid_mul(m, num_heads, head_dim, dtype, gate_3d):
gate = torch.randn_like(x)
gate_ref = gate.reshape(m, -1) if gate_3d else gate
_assert_close(
x * torch.sigmoid(gate_ref),
torch.ops.sgl_kernel.fused_sigmoid_mul_cpu(x, gate, False),
)
x_inplace = x.clone()
ref_inplace = x_inplace * torch.sigmoid(gate_ref)
out_inplace = torch.ops.sgl_kernel.fused_sigmoid_mul_cpu(x_inplace, gate, True)
assert out_inplace.data_ptr() == x_inplace.data_ptr()
_assert_close(ref_inplace, x_inplace)
ref = x_inplace * torch.sigmoid(gate_ref)
torch.ops.sgl_kernel.fused_sigmoid_mul_cpu(x_inplace, gate)
_assert_close(ref, x_inplace)
x_out_of_place = x.clone()
out = fused_sigmoid_mul(x_out_of_place, gate, inplace=False)
assert out.data_ptr() != x_out_of_place.data_ptr()
assert out.data_ptr() != x.data_ptr()
_assert_close(ref, out)
_assert_close(x, x_out_of_place)
x_wrapper_inplace = x.clone()
out_inplace = fused_sigmoid_mul(x_wrapper_inplace, gate, inplace=True)
assert out_inplace.data_ptr() == x_wrapper_inplace.data_ptr()
_assert_close(ref, x_wrapper_inplace)
if __name__ == "__main__":