[CPU] Add graph register for fused_sigmoid_mul_cpu, fused_qk_gemma_rmsnorm (#35506)
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@@ -50,6 +50,8 @@ def test_activation(m, n, dtype):
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@pytest.mark.parametrize("num_heads", [16])
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@pytest.mark.parametrize("m", [1, 17, 128])
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def test_fused_sigmoid_mul(m, num_heads, head_dim, dtype, gate_3d):
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from sglang.srt.models.qwen3_5 import fused_sigmoid_mul
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x = torch.randn([m, num_heads * head_dim], dtype=dtype)
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if gate_3d:
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gate_storage = torch.randn([m, num_heads, head_dim * 2], dtype=dtype)
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@@ -59,16 +61,23 @@ def test_fused_sigmoid_mul(m, num_heads, head_dim, dtype, gate_3d):
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gate = torch.randn_like(x)
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gate_ref = gate.reshape(m, -1) if gate_3d else gate
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_assert_close(
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x * torch.sigmoid(gate_ref),
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torch.ops.sgl_kernel.fused_sigmoid_mul_cpu(x, gate, False),
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)
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x_inplace = x.clone()
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ref_inplace = x_inplace * torch.sigmoid(gate_ref)
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out_inplace = torch.ops.sgl_kernel.fused_sigmoid_mul_cpu(x_inplace, gate, True)
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assert out_inplace.data_ptr() == x_inplace.data_ptr()
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_assert_close(ref_inplace, x_inplace)
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ref = x_inplace * torch.sigmoid(gate_ref)
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torch.ops.sgl_kernel.fused_sigmoid_mul_cpu(x_inplace, gate)
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_assert_close(ref, x_inplace)
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x_out_of_place = x.clone()
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out = fused_sigmoid_mul(x_out_of_place, gate, inplace=False)
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assert out.data_ptr() != x_out_of_place.data_ptr()
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assert out.data_ptr() != x.data_ptr()
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_assert_close(ref, out)
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_assert_close(x, x_out_of_place)
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x_wrapper_inplace = x.clone()
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out_inplace = fused_sigmoid_mul(x_wrapper_inplace, gate, inplace=True)
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assert out_inplace.data_ptr() == x_wrapper_inplace.data_ptr()
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_assert_close(ref, x_wrapper_inplace)
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if __name__ == "__main__":
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