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fix(python): register hlfhelinalg dialect
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@@ -1,5 +1,5 @@
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import pytest
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from mlir.ir import Context
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from mlir.ir import Context, RankedTensorType, Location
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from zamalang import register_dialects
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from zamalang.dialects import hlfhe
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@@ -12,6 +12,17 @@ def test_eint(width):
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assert eint.__str__() == f"!HLFHE.eint<{width}>"
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@pytest.mark.parametrize("shape", [(1,), (2,), (1, 1), (1, 2), (2, 1), (3, 3, 3)])
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def test_eint_tensor(shape):
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with Context() as ctx, Location.unknown(context=ctx):
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register_dialects(ctx)
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eint = hlfhe.EncryptedIntegerType.get(ctx, 3)
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tensor = RankedTensorType.get(shape, eint)
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assert (
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tensor.__str__() == f"tensor<{'x'.join(map(str, shape))}x!HLFHE.eint<{3}>>"
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)
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@pytest.mark.parametrize("width", [0, 8, 10, 12])
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def test_invalid_eint(width):
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ctx = Context()
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@@ -44,6 +44,15 @@ VALID_INPUTS = [
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""",
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id="add_eint_int_cst",
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),
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pytest.param(
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"""
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func @main(%a0: tensor<4x!HLFHE.eint<2>>, %a1: tensor<4xi3>) -> tensor<4x!HLFHE.eint<2>> {
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%1 = "HLFHELinalg.add_eint_int"(%a0, %a1) : (tensor<4x!HLFHE.eint<2>>, tensor<4xi3>) -> tensor<4x!HLFHE.eint<2>>
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return %1: tensor<4x!HLFHE.eint<2>>
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}
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""",
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id="add_eint_int_1D",
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),
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]
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INVALID_INPUTS = [
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@@ -56,6 +65,16 @@ INVALID_INPUTS = [
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""",
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id="eint<0>",
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),
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pytest.param(
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"""
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func @main(%a0: tensor<2x2x3x4x!HLFHE.eint<2>>, %a1: tensor<2x2x2x4xi3>) -> tensor<2x2x3x4x!HLFHE.eint<2>> {
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// expected-error @+1 {{'HLFHELinalg.add_eint_int' op has the dimension #2 of the operand #1 incompatible with other operands, got 2 expect 1 or 3}}
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%1 = "HLFHELinalg.add_eint_int"(%a0, %a1) : (tensor<2x2x3x4x!HLFHE.eint<2>>, tensor<2x2x2x4xi3>) -> tensor<2x2x3x4x!HLFHE.eint<2>>
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return %1 : tensor<2x2x3x4x!HLFHE.eint<2>>
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}
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""",
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id="incompatible dimensions",
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),
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]
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