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authorrander <rander.wang@intel.com>2017-06-07 15:46:52 +0800
committerYang Rong <rong.r.yang@intel.com>2017-06-09 19:02:31 +0800
commit401009fc9d4beec730395aefb3390af339825d91 (patch)
treefd2d424d77df7b72b9fc8001f9e150fb35836404 /backend
parent65410edd68681dedaf1f41ba432dcdf4463286aa (diff)
downloadbeignet-401009fc9d4beec730395aefb3390af339825d91.tar.gz
backend: refine exp function with float input
remove some corner cases check for these path can not be reached.And refine branch code to select. These improvements get 20% performance. and the performance of OCL_ExpFixture_Exp in opencv can match up to other Gen driver Signed-off-by: rander.wang <rander.wang@intel.com> Reviewed-by: Pan Xiuli <xiuli.pan@intel.com>
Diffstat (limited to 'backend')
-rw-r--r--backend/src/libocl/tmpl/ocl_math_common.tmpl.cl58
1 files changed, 56 insertions, 2 deletions
diff --git a/backend/src/libocl/tmpl/ocl_math_common.tmpl.cl b/backend/src/libocl/tmpl/ocl_math_common.tmpl.cl
index f7153219..b4764ee3 100644
--- a/backend/src/libocl/tmpl/ocl_math_common.tmpl.cl
+++ b/backend/src/libocl/tmpl/ocl_math_common.tmpl.cl
@@ -1418,6 +1418,60 @@ OVERLOADABLE float __gen_ocl_internal_exp(float x) {
}
}
+OVERLOADABLE float __gen_ocl_internal_simple_exp(float x) {
+ float o_threshold = 8.8721679688e+01, /* 0x42b17180 */
+ u_threshold = -1.0397208405e+02, /* 0xc2cff1b5 */
+ twom100 = 7.8886090522e-31, /* 2**-100=0x0d800000 */
+ ivln2 = 1.4426950216e+00, /* 0x3fb8aa3b =1/ln2 */
+ one = 1.0, P1 = 1.6666667163e-01, /* 0x3e2aaaab */
+ P2 = -2.7777778450e-03; /* 0xbb360b61 */
+ float y, hi = 0.0, lo = 0.0, c, t;
+ int k = 0;
+ unsigned hx;
+ float ln2HI_0 = 6.9313812256e-01; /* 0x3f317180 */
+ float ln2HI_1 = -6.9313812256e-01; /* 0xbf317180 */
+ float ln2LO_0 = 9.0580006145e-06; /* 0x3717f7d1 */
+ float ln2LO_1 = -9.0580006145e-06; /* 0xb717f7d1 */
+ float half_0 = 0.5;
+ float half_1 = -0.5;
+ float retVal = -1.0f;
+ hx = as_uint(fabs(x));
+
+ /* filter out non-finite argument */
+ /* if |x|>=88.721... */
+ if (hx >= 0x42b17218) {
+ float tmp = (x > 0) ? x : 0.0;
+ retVal = (x > 0) ? INFINITY : retVal; /* overflow */
+ retVal = (hx > 0x7f800000) ? NAN : retVal;
+ retVal = (hx == 0x7f800000) ? tmp : retVal;
+ retVal = (x < u_threshold) ? 0.0 : retVal; /* underflow */
+
+ if (retVal != -1.0f)
+ return retVal;
+ }
+
+ /* argument reduction */
+ float tmp = (x < 0) ? half_1 : half_0;
+ k = mad(ivln2, x, tmp);
+ t = k;
+ hi = mad(t, -ln2HI_0, x); /* t*ln2HI is exact here */
+ lo = t * ln2LO_0;
+ x = hi - lo;
+
+ /* x is now in primary range */
+ t = x * x;
+ c = mad(t, mad(t, -P2, -P1), x);
+ y = one - ((lo + (x * c) / (c - 2.0f)) - hi);
+
+ unsigned hy;
+ GEN_OCL_GET_FLOAT_WORD(hy, y);
+
+ float factor = (k >= -125) ? 1.0f : twom100;
+ k = (k >= -125) ? k : k + 100;
+ GEN_OCL_SET_FLOAT_WORD(y, hy + (k << 23)); /* add k to y's exponent */
+ return y * factor;
+}
+
/* erf,erfc from glibc s_erff.c -- float version of s_erf.c.
* Conversion to float by Ian Lance Taylor, Cygnus Support, ian@cygnus.com.
*/
@@ -3151,10 +3205,10 @@ OVERLOADABLE float exp(float x) {
return __gen_ocl_internal_fastpath_exp(x);
/* Use native instruction when it has enough precision */
- if (x > -0x1.6p1 && x < 0x1.6p1)
+ if (fabs(x) < 0x1.6p1)
return __gen_ocl_internal_fastpath_exp(x);
- return __gen_ocl_internal_exp(x);
+ return __gen_ocl_internal_simple_exp(x);
}
OVERLOADABLE float exp2(float x) {