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[mlir][math] Fix polynomial math.asin approximation #101247

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Jul 31, 2024
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37 changes: 34 additions & 3 deletions mlir/lib/Dialect/Math/Transforms/PolynomialApproximation.cpp
Original file line number Diff line number Diff line change
Expand Up @@ -861,7 +861,34 @@ AsinPolynomialApproximation::matchAndRewrite(math::AsinOp op,
return builder.create<arith::MulFOp>(a, b);
};

Value s = mul(operand, operand);
auto sub = [&](Value a, Value b) -> Value {
return builder.create<arith::SubFOp>(a, b);
};

auto abs = [&](Value a) -> Value { return builder.create<math::AbsFOp>(a); };

auto sqrt = [&](Value a) -> Value { return builder.create<math::SqrtOp>(a); };

auto scopy = [&](Value a, Value b) -> Value {
return builder.create<math::CopySignOp>(a, b);
};

auto sel = [&](Value a, Value b, Value c) -> Value {
return builder.create<arith::SelectOp>(a, b, c);
};

Value abso = abs(operand);
Value aa = mul(operand, operand);
Value opp = sqrt(sub(bcast(floatCst(builder, 1.0, elementType)), aa));

Value gt =
builder.create<arith::CmpFOp>(arith::CmpFPredicate::OGT, aa,
bcast(floatCst(builder, 0.5, elementType)));

Value x = sel(gt, opp, abso);

// Asin(x) approximation for x = [-9/16, 9/16]:
Value s = mul(x, x);
Value q = mul(s, s);
Value r = bcast(floatCst(builder, 5.5579749017470502e-2, elementType));
Value t = bcast(floatCst(builder, -6.2027913464120114e-2, elementType));
Expand All @@ -878,8 +905,12 @@ AsinPolynomialApproximation::matchAndRewrite(math::AsinOp op,
t = fma(t, q, bcast(floatCst(builder, 7.4999999991367292e-2, elementType)));
r = fma(r, s, t);
r = fma(r, s, bcast(floatCst(builder, 1.6666666666670193e-1, elementType)));
t = mul(operand, s);
r = fma(r, t, operand);
t = mul(x, s);
r = fma(r, t, x);

Value rsub = sub(bcast(floatCst(builder, 1.57079632679, elementType)), r);
r = sel(gt, rsub, r);
r = scopy(r, operand);

rewriter.replaceOp(op, r);
return success();
Expand Down
4 changes: 4 additions & 0 deletions mlir/test/mlir-cpu-runner/math-polynomial-approx.mlir
Original file line number Diff line number Diff line change
Expand Up @@ -493,6 +493,10 @@ func.func @asin() {
%cst3 = arith.constant -0.25 : f32
call @asin_f32(%cst3) : (f32) -> ()

// CHECK: -1.1197
%cst4 = arith.constant -0.90 : f32
call @asin_f32(%cst4) : (f32) -> ()

// CHECK: 0.25268, 0.384397, 0.597406
%vec_x = arith.constant dense<[0.25, 0.375, 0.5625]> : vector<3xf32>
call @asin_3xf32(%vec_x) : (vector<3xf32>) -> ()
Expand Down
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