[libclc] a6a56a3 - [libclc] erfc: fix fp32 implementation in FTZ mode (#132390)
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Mon Mar 24 09:08:58 PDT 2025
Author: Romaric Jodin
Date: 2025-03-24T16:08:54Z
New Revision: a6a56a326a3c209e19927942595877aceea368b7
URL: https://github.com/llvm/llvm-project/commit/a6a56a326a3c209e19927942595877aceea368b7
DIFF: https://github.com/llvm/llvm-project/commit/a6a56a326a3c209e19927942595877aceea368b7.diff
LOG: [libclc] erfc: fix fp32 implementation in FTZ mode (#132390)
On some implementations, the current implementation leads to slight
accuracy issues.
While the maths behind this implementation is correct, it does not take
into account the accumulation of errors coming from other operators that
do not provide correct rounding (like the exp function).
To avoid it, compute statically exp(-0.5625).
Fixes #124939
Added:
Modified:
libclc/generic/lib/math/erf.cl
libclc/generic/lib/math/erfc.cl
Removed:
################################################################################
diff --git a/libclc/generic/lib/math/erf.cl b/libclc/generic/lib/math/erf.cl
index 8349f306a63f7..f657d509f9611 100644
--- a/libclc/generic/lib/math/erf.cl
+++ b/libclc/generic/lib/math/erf.cl
@@ -23,7 +23,7 @@
#define erx 8.4506291151e-01f /* 0x3f58560b */
-// Coefficients for approximation to erf on [00.84375]
+// Coefficients for approximation to erf on [0, 0.84375]
#define efx 1.2837916613e-01f /* 0x3e0375d4 */
#define efx8 1.0270333290e+00f /* 0x3f8375d4 */
@@ -39,7 +39,7 @@
#define qq4 1.3249473704e-04f /* 0x390aee49 */
#define qq5 -3.9602282413e-06f /* 0xb684e21a */
-// Coefficients for approximation to erf in [0.843751.25]
+// Coefficients for approximation to erf in [0.84375, 1.25]
#define pa0 -2.3621185683e-03f /* 0xbb1acdc6 */
#define pa1 4.1485610604e-01f /* 0x3ed46805 */
@@ -55,7 +55,7 @@
#define qa5 1.3637083583e-02f /* 0x3c5f6e13 */
#define qa6 1.1984500103e-02f /* 0x3c445aa3 */
-// Coefficients for approximation to erfc in [1.251/0.35]
+// Coefficients for approximation to erfc in [1.25, 1/0.35]
#define ra0 -9.8649440333e-03f /* 0xbc21a093 */
#define ra1 -6.9385856390e-01f /* 0xbf31a0b7 */
@@ -74,7 +74,7 @@
#define sa7 6.5702495575e+00f /* 0x40d23f7c */
#define sa8 -6.0424413532e-02f /* 0xbd777f97 */
-// Coefficients for approximation to erfc in [1/.3528]
+// Coefficients for approximation to erfc in [1/0.35, 28]
#define rb0 -9.8649431020e-03f /* 0xbc21a092 */
#define rb1 -7.9928326607e-01f /* 0xbf4c9dd4 */
@@ -130,7 +130,8 @@ _CLC_OVERLOAD _CLC_DEF float erf(float x) {
// |x| < 6
float z = as_float(ix & 0xfffff000);
- float r = exp(mad(-z, z, -0.5625f)) * exp(mad(z-absx, z+absx, q));
+ float r = exp(-z * z) * exp(mad(z - absx, z + absx, q));
+ r *= 0x1.23ba94p-1f; // exp(-0.5625)
r = 1.0f - MATH_DIVIDE(r, absx);
ret = absx < 6.0f ? r : ret;
diff --git a/libclc/generic/lib/math/erfc.cl b/libclc/generic/lib/math/erfc.cl
index 01526d7ae1eb5..4818de64536fb 100644
--- a/libclc/generic/lib/math/erfc.cl
+++ b/libclc/generic/lib/math/erfc.cl
@@ -23,7 +23,7 @@
#define erx_f 8.4506291151e-01f /* 0x3f58560b */
-// Coefficients for approximation to erf on [00.84375]
+// Coefficients for approximation to erf on [0, 0.84375]
#define efx 1.2837916613e-01f /* 0x3e0375d4 */
#define efx8 1.0270333290e+00f /* 0x3f8375d4 */
@@ -39,7 +39,7 @@
#define qq4 1.3249473704e-04f /* 0x390aee49 */
#define qq5 -3.9602282413e-06f /* 0xb684e21a */
-// Coefficients for approximation to erf in [0.843751.25]
+// Coefficients for approximation to erf in [0.84375, 1.25]
#define pa0 -2.3621185683e-03f /* 0xbb1acdc6 */
#define pa1 4.1485610604e-01f /* 0x3ed46805 */
@@ -55,7 +55,7 @@
#define qa5 1.3637083583e-02f /* 0x3c5f6e13 */
#define qa6 1.1984500103e-02f /* 0x3c445aa3 */
-// Coefficients for approximation to erfc in [1.251/0.35]
+// Coefficients for approximation to erfc in [1.25, 1/0.35]
#define ra0 -9.8649440333e-03f /* 0xbc21a093 */
#define ra1 -6.9385856390e-01f /* 0xbf31a0b7 */
@@ -74,7 +74,7 @@
#define sa7 6.5702495575e+00f /* 0x40d23f7c */
#define sa8 -6.0424413532e-02f /* 0xbd777f97 */
-// Coefficients for approximation to erfc in [1/.3528]
+// Coefficients for approximation to erfc in [1/0.35, 28]
#define rb0 -9.8649431020e-03f /* 0xbc21a092 */
#define rb1 -7.9928326607e-01f /* 0xbf4c9dd4 */
@@ -131,7 +131,8 @@ _CLC_OVERLOAD _CLC_DEF float erfc(float x) {
float ret = 0.0f;
float z = as_float(ix & 0xfffff000);
- float r = exp(mad(-z, z, -0.5625f)) * exp(mad(z - absx, z + absx, q));
+ float r = exp(-z * z) * exp(mad(z - absx, z + absx, q));
+ r *= 0x1.23ba94p-1f; // exp(-0.5625)
r = MATH_DIVIDE(r, absx);
t = 2.0f - r;
r = x < 0.0f ? t : r;
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