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      1 /*
      2  * Copyright (C) 2012 The Android Open Source Project
      3  *
      4  * Licensed under the Apache License, Version 2.0 (the "License");
      5  * you may not use this file except in compliance with the License.
      6  * You may obtain a copy of the License at
      7  *
      8  *      http://www.apache.org/licenses/LICENSE-2.0
      9  *
     10  * Unless required by applicable law or agreed to in writing, software
     11  * distributed under the License is distributed on an "AS IS" BASIS,
     12  * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
     13  * See the License for the specific language governing permissions and
     14  * limitations under the License.
     15  */
     16 
     17 #include "rsCpuCore.h"
     18 #include "rsCpuScript.h"
     19 #include "rsCpuScriptGroup.h"
     20 
     21 #include <malloc.h>
     22 #include "rsContext.h"
     23 
     24 #include <sys/types.h>
     25 #include <sys/resource.h>
     26 #include <sched.h>
     27 #include <sys/syscall.h>
     28 #include <string.h>
     29 #include <unistd.h>
     30 
     31 #include <stdio.h>
     32 #include <stdlib.h>
     33 #include <fcntl.h>
     34 
     35 #if !defined(RS_SERVER) && !defined(RS_COMPATIBILITY_LIB)
     36 #include <cutils/properties.h>
     37 #include "utils/StopWatch.h"
     38 #endif
     39 
     40 #ifdef RS_SERVER
     41 // Android exposes gettid(), standard Linux does not
     42 static pid_t gettid() {
     43     return syscall(SYS_gettid);
     44 }
     45 #endif
     46 
     47 using namespace android;
     48 using namespace android::renderscript;
     49 
     50 typedef void (*outer_foreach_t)(
     51     const android::renderscript::RsForEachStubParamStruct *,
     52     uint32_t x1, uint32_t x2,
     53     uint32_t instep, uint32_t outstep);
     54 
     55 
     56 static pthread_key_t gThreadTLSKey = 0;
     57 static uint32_t gThreadTLSKeyCount = 0;
     58 static pthread_mutex_t gInitMutex = PTHREAD_MUTEX_INITIALIZER;
     59 
     60 bool android::renderscript::gArchUseSIMD = false;
     61 
     62 RsdCpuReference::~RsdCpuReference() {
     63 }
     64 
     65 RsdCpuReference * RsdCpuReference::create(Context *rsc, uint32_t version_major,
     66         uint32_t version_minor, sym_lookup_t lfn, script_lookup_t slfn
     67 #ifndef RS_COMPATIBILITY_LIB
     68         , bcc::RSLinkRuntimeCallback pLinkRuntimeCallback,
     69         RSSelectRTCallback pSelectRTCallback
     70 #endif
     71         ) {
     72 
     73     RsdCpuReferenceImpl *cpu = new RsdCpuReferenceImpl(rsc);
     74     if (!cpu) {
     75         return NULL;
     76     }
     77     if (!cpu->init(version_major, version_minor, lfn, slfn)) {
     78         delete cpu;
     79         return NULL;
     80     }
     81 
     82 #ifndef RS_COMPATIBILITY_LIB
     83     cpu->setLinkRuntimeCallback(pLinkRuntimeCallback);
     84     cpu->setSelectRTCallback(pSelectRTCallback);
     85 #endif
     86 
     87     return cpu;
     88 }
     89 
     90 
     91 Context * RsdCpuReference::getTlsContext() {
     92     ScriptTLSStruct * tls = (ScriptTLSStruct *)pthread_getspecific(gThreadTLSKey);
     93     return tls->mContext;
     94 }
     95 
     96 const Script * RsdCpuReference::getTlsScript() {
     97     ScriptTLSStruct * tls = (ScriptTLSStruct *)pthread_getspecific(gThreadTLSKey);
     98     return tls->mScript;
     99 }
    100 
    101 pthread_key_t RsdCpuReference::getThreadTLSKey(){ return gThreadTLSKey; }
    102 
    103 ////////////////////////////////////////////////////////////
    104 ///
    105 
    106 RsdCpuReferenceImpl::RsdCpuReferenceImpl(Context *rsc) {
    107     mRSC = rsc;
    108 
    109     version_major = 0;
    110     version_minor = 0;
    111     mInForEach = false;
    112     memset(&mWorkers, 0, sizeof(mWorkers));
    113     memset(&mTlsStruct, 0, sizeof(mTlsStruct));
    114     mExit = false;
    115 #ifndef RS_COMPATIBILITY_LIB
    116     mLinkRuntimeCallback = NULL;
    117     mSelectRTCallback = NULL;
    118     mSetupCompilerCallback = NULL;
    119 #endif
    120 }
    121 
    122 
    123 void * RsdCpuReferenceImpl::helperThreadProc(void *vrsc) {
    124     RsdCpuReferenceImpl *dc = (RsdCpuReferenceImpl *)vrsc;
    125 
    126     uint32_t idx = __sync_fetch_and_add(&dc->mWorkers.mLaunchCount, 1);
    127 
    128     //ALOGV("RS helperThread starting %p idx=%i", dc, idx);
    129 
    130     dc->mWorkers.mLaunchSignals[idx].init();
    131     dc->mWorkers.mNativeThreadId[idx] = gettid();
    132 
    133     memset(&dc->mTlsStruct, 0, sizeof(dc->mTlsStruct));
    134     int status = pthread_setspecific(gThreadTLSKey, &dc->mTlsStruct);
    135     if (status) {
    136         ALOGE("pthread_setspecific %i", status);
    137     }
    138 
    139 #if 0
    140     typedef struct {uint64_t bits[1024 / 64]; } cpu_set_t;
    141     cpu_set_t cpuset;
    142     memset(&cpuset, 0, sizeof(cpuset));
    143     cpuset.bits[idx / 64] |= 1ULL << (idx % 64);
    144     int ret = syscall(241, rsc->mWorkers.mNativeThreadId[idx],
    145               sizeof(cpuset), &cpuset);
    146     ALOGE("SETAFFINITY ret = %i %s", ret, EGLUtils::strerror(ret));
    147 #endif
    148 
    149     while (!dc->mExit) {
    150         dc->mWorkers.mLaunchSignals[idx].wait();
    151         if (dc->mWorkers.mLaunchCallback) {
    152            // idx +1 is used because the calling thread is always worker 0.
    153            dc->mWorkers.mLaunchCallback(dc->mWorkers.mLaunchData, idx+1);
    154         }
    155         __sync_fetch_and_sub(&dc->mWorkers.mRunningCount, 1);
    156         dc->mWorkers.mCompleteSignal.set();
    157     }
    158 
    159     //ALOGV("RS helperThread exited %p idx=%i", dc, idx);
    160     return NULL;
    161 }
    162 
    163 void RsdCpuReferenceImpl::launchThreads(WorkerCallback_t cbk, void *data) {
    164     mWorkers.mLaunchData = data;
    165     mWorkers.mLaunchCallback = cbk;
    166 
    167     // fast path for very small launches
    168     MTLaunchStruct *mtls = (MTLaunchStruct *)data;
    169     if (mtls && mtls->fep.dimY <= 1 && mtls->xEnd <= mtls->xStart + mtls->mSliceSize) {
    170         if (mWorkers.mLaunchCallback) {
    171             mWorkers.mLaunchCallback(mWorkers.mLaunchData, 0);
    172         }
    173         return;
    174     }
    175 
    176     mWorkers.mRunningCount = mWorkers.mCount;
    177     __sync_synchronize();
    178 
    179     for (uint32_t ct = 0; ct < mWorkers.mCount; ct++) {
    180         mWorkers.mLaunchSignals[ct].set();
    181     }
    182 
    183     // We use the calling thread as one of the workers so we can start without
    184     // the delay of the thread wakeup.
    185     if (mWorkers.mLaunchCallback) {
    186         mWorkers.mLaunchCallback(mWorkers.mLaunchData, 0);
    187     }
    188 
    189     while (__sync_fetch_and_or(&mWorkers.mRunningCount, 0) != 0) {
    190         mWorkers.mCompleteSignal.wait();
    191     }
    192 }
    193 
    194 
    195 void RsdCpuReferenceImpl::lockMutex() {
    196     pthread_mutex_lock(&gInitMutex);
    197 }
    198 
    199 void RsdCpuReferenceImpl::unlockMutex() {
    200     pthread_mutex_unlock(&gInitMutex);
    201 }
    202 
    203 #if defined(ARCH_ARM_HAVE_VFP)
    204 static int
    205 read_file(const char*  pathname, char*  buffer, size_t  buffsize)
    206 {
    207     int  fd, len;
    208 
    209     fd = open(pathname, O_RDONLY);
    210     if (fd < 0)
    211         return -1;
    212 
    213     do {
    214         len = read(fd, buffer, buffsize);
    215     } while (len < 0 && errno == EINTR);
    216 
    217     close(fd);
    218 
    219     return len;
    220 }
    221 
    222 static void GetCpuInfo() {
    223     char cpuinfo[4096];
    224     int  cpuinfo_len;
    225 
    226     cpuinfo_len = read_file("/proc/cpuinfo", cpuinfo, sizeof cpuinfo);
    227     if (cpuinfo_len < 0)  /* should not happen */ {
    228         return;
    229     }
    230 
    231     gArchUseSIMD = !!strstr(cpuinfo, " neon");
    232 }
    233 #endif // ARCH_ARM_HAVE_VFP
    234 
    235 bool RsdCpuReferenceImpl::init(uint32_t version_major, uint32_t version_minor,
    236                                sym_lookup_t lfn, script_lookup_t slfn) {
    237 
    238     mSymLookupFn = lfn;
    239     mScriptLookupFn = slfn;
    240 
    241     lockMutex();
    242     if (!gThreadTLSKeyCount) {
    243         int status = pthread_key_create(&gThreadTLSKey, NULL);
    244         if (status) {
    245             ALOGE("Failed to init thread tls key.");
    246             unlockMutex();
    247             return false;
    248         }
    249     }
    250     gThreadTLSKeyCount++;
    251     unlockMutex();
    252 
    253     mTlsStruct.mContext = mRSC;
    254     mTlsStruct.mScript = NULL;
    255     int status = pthread_setspecific(gThreadTLSKey, &mTlsStruct);
    256     if (status) {
    257         ALOGE("pthread_setspecific %i", status);
    258     }
    259 
    260 #if defined(ARCH_ARM_HAVE_VFP)
    261     GetCpuInfo();
    262 #endif
    263 
    264     int cpu = sysconf(_SC_NPROCESSORS_ONLN);
    265     if(mRSC->props.mDebugMaxThreads) {
    266         cpu = mRSC->props.mDebugMaxThreads;
    267     }
    268     if (cpu < 2) {
    269         mWorkers.mCount = 0;
    270         return true;
    271     }
    272 
    273     // Subtract one from the cpu count because we also use the command thread as a worker.
    274     mWorkers.mCount = (uint32_t)(cpu - 1);
    275 
    276     ALOGV("%p Launching thread(s), CPUs %i", mRSC, mWorkers.mCount + 1);
    277 
    278     mWorkers.mThreadId = (pthread_t *) calloc(mWorkers.mCount, sizeof(pthread_t));
    279     mWorkers.mNativeThreadId = (pid_t *) calloc(mWorkers.mCount, sizeof(pid_t));
    280     mWorkers.mLaunchSignals = new Signal[mWorkers.mCount];
    281     mWorkers.mLaunchCallback = NULL;
    282 
    283     mWorkers.mCompleteSignal.init();
    284 
    285     mWorkers.mRunningCount = mWorkers.mCount;
    286     mWorkers.mLaunchCount = 0;
    287     __sync_synchronize();
    288 
    289     pthread_attr_t threadAttr;
    290     status = pthread_attr_init(&threadAttr);
    291     if (status) {
    292         ALOGE("Failed to init thread attribute.");
    293         return false;
    294     }
    295 
    296     for (uint32_t ct=0; ct < mWorkers.mCount; ct++) {
    297         status = pthread_create(&mWorkers.mThreadId[ct], &threadAttr, helperThreadProc, this);
    298         if (status) {
    299             mWorkers.mCount = ct;
    300             ALOGE("Created fewer than expected number of RS threads.");
    301             break;
    302         }
    303     }
    304     while (__sync_fetch_and_or(&mWorkers.mRunningCount, 0) != 0) {
    305         usleep(100);
    306     }
    307 
    308     pthread_attr_destroy(&threadAttr);
    309     return true;
    310 }
    311 
    312 
    313 void RsdCpuReferenceImpl::setPriority(int32_t priority) {
    314     for (uint32_t ct=0; ct < mWorkers.mCount; ct++) {
    315         setpriority(PRIO_PROCESS, mWorkers.mNativeThreadId[ct], priority);
    316     }
    317 }
    318 
    319 RsdCpuReferenceImpl::~RsdCpuReferenceImpl() {
    320     mExit = true;
    321     mWorkers.mLaunchData = NULL;
    322     mWorkers.mLaunchCallback = NULL;
    323     mWorkers.mRunningCount = mWorkers.mCount;
    324     __sync_synchronize();
    325     for (uint32_t ct = 0; ct < mWorkers.mCount; ct++) {
    326         mWorkers.mLaunchSignals[ct].set();
    327     }
    328     void *res;
    329     for (uint32_t ct = 0; ct < mWorkers.mCount; ct++) {
    330         pthread_join(mWorkers.mThreadId[ct], &res);
    331     }
    332     rsAssert(__sync_fetch_and_or(&mWorkers.mRunningCount, 0) == 0);
    333 
    334     // Global structure cleanup.
    335     lockMutex();
    336     --gThreadTLSKeyCount;
    337     if (!gThreadTLSKeyCount) {
    338         pthread_key_delete(gThreadTLSKey);
    339     }
    340     unlockMutex();
    341 
    342 }
    343 
    344 typedef void (*rs_t)(const void *, void *, const void *, uint32_t, uint32_t, uint32_t, uint32_t);
    345 
    346 static void wc_xy(void *usr, uint32_t idx) {
    347     MTLaunchStruct *mtls = (MTLaunchStruct *)usr;
    348     RsForEachStubParamStruct p;
    349     memcpy(&p, &mtls->fep, sizeof(p));
    350     p.lid = idx;
    351     uint32_t sig = mtls->sig;
    352 
    353     outer_foreach_t fn = (outer_foreach_t) mtls->kernel;
    354     while (1) {
    355         uint32_t slice = (uint32_t)__sync_fetch_and_add(&mtls->mSliceNum, 1);
    356         uint32_t yStart = mtls->yStart + slice * mtls->mSliceSize;
    357         uint32_t yEnd = yStart + mtls->mSliceSize;
    358         yEnd = rsMin(yEnd, mtls->yEnd);
    359         if (yEnd <= yStart) {
    360             return;
    361         }
    362 
    363         //ALOGE("usr idx %i, x %i,%i  y %i,%i", idx, mtls->xStart, mtls->xEnd, yStart, yEnd);
    364         //ALOGE("usr ptr in %p,  out %p", mtls->fep.ptrIn, mtls->fep.ptrOut);
    365 
    366         for (p.y = yStart; p.y < yEnd; p.y++) {
    367             p.out = mtls->fep.ptrOut + (mtls->fep.yStrideOut * p.y) +
    368                     (mtls->fep.eStrideOut * mtls->xStart);
    369             p.in = mtls->fep.ptrIn + (mtls->fep.yStrideIn * p.y) +
    370                    (mtls->fep.eStrideIn * mtls->xStart);
    371             fn(&p, mtls->xStart, mtls->xEnd, mtls->fep.eStrideIn, mtls->fep.eStrideOut);
    372         }
    373     }
    374 }
    375 
    376 static void wc_x(void *usr, uint32_t idx) {
    377     MTLaunchStruct *mtls = (MTLaunchStruct *)usr;
    378     RsForEachStubParamStruct p;
    379     memcpy(&p, &mtls->fep, sizeof(p));
    380     p.lid = idx;
    381     uint32_t sig = mtls->sig;
    382 
    383     outer_foreach_t fn = (outer_foreach_t) mtls->kernel;
    384     while (1) {
    385         uint32_t slice = (uint32_t)__sync_fetch_and_add(&mtls->mSliceNum, 1);
    386         uint32_t xStart = mtls->xStart + slice * mtls->mSliceSize;
    387         uint32_t xEnd = xStart + mtls->mSliceSize;
    388         xEnd = rsMin(xEnd, mtls->xEnd);
    389         if (xEnd <= xStart) {
    390             return;
    391         }
    392 
    393         //ALOGE("usr slice %i idx %i, x %i,%i", slice, idx, xStart, xEnd);
    394         //ALOGE("usr ptr in %p,  out %p", mtls->fep.ptrIn, mtls->fep.ptrOut);
    395 
    396         p.out = mtls->fep.ptrOut + (mtls->fep.eStrideOut * xStart);
    397         p.in = mtls->fep.ptrIn + (mtls->fep.eStrideIn * xStart);
    398         fn(&p, xStart, xEnd, mtls->fep.eStrideIn, mtls->fep.eStrideOut);
    399     }
    400 }
    401 
    402 void RsdCpuReferenceImpl::launchThreads(const Allocation * ain, Allocation * aout,
    403                                      const RsScriptCall *sc, MTLaunchStruct *mtls) {
    404 
    405     //android::StopWatch kernel_time("kernel time");
    406 
    407     if ((mWorkers.mCount >= 1) && mtls->isThreadable && !mInForEach) {
    408         const size_t targetByteChunk = 16 * 1024;
    409         mInForEach = true;
    410         if (mtls->fep.dimY > 1) {
    411             uint32_t s1 = mtls->fep.dimY / ((mWorkers.mCount + 1) * 4);
    412             uint32_t s2 = 0;
    413 
    414             // This chooses our slice size to rate limit atomic ops to
    415             // one per 16k bytes of reads/writes.
    416             if (mtls->fep.yStrideOut) {
    417                 s2 = targetByteChunk / mtls->fep.yStrideOut;
    418             } else {
    419                 s2 = targetByteChunk / mtls->fep.yStrideIn;
    420             }
    421             mtls->mSliceSize = rsMin(s1, s2);
    422 
    423             if(mtls->mSliceSize < 1) {
    424                 mtls->mSliceSize = 1;
    425             }
    426 
    427          //   mtls->mSliceSize = 2;
    428             launchThreads(wc_xy, mtls);
    429         } else {
    430             uint32_t s1 = mtls->fep.dimX / ((mWorkers.mCount + 1) * 4);
    431             uint32_t s2 = 0;
    432 
    433             // This chooses our slice size to rate limit atomic ops to
    434             // one per 16k bytes of reads/writes.
    435             if (mtls->fep.eStrideOut) {
    436                 s2 = targetByteChunk / mtls->fep.eStrideOut;
    437             } else {
    438                 s2 = targetByteChunk / mtls->fep.eStrideIn;
    439             }
    440             mtls->mSliceSize = rsMin(s1, s2);
    441 
    442             if(mtls->mSliceSize < 1) {
    443                 mtls->mSliceSize = 1;
    444             }
    445 
    446             launchThreads(wc_x, mtls);
    447         }
    448         mInForEach = false;
    449 
    450         //ALOGE("launch 1");
    451     } else {
    452         RsForEachStubParamStruct p;
    453         memcpy(&p, &mtls->fep, sizeof(p));
    454         uint32_t sig = mtls->sig;
    455 
    456         //ALOGE("launch 3");
    457         outer_foreach_t fn = (outer_foreach_t) mtls->kernel;
    458         for (p.ar[0] = mtls->arrayStart; p.ar[0] < mtls->arrayEnd; p.ar[0]++) {
    459             for (p.z = mtls->zStart; p.z < mtls->zEnd; p.z++) {
    460                 for (p.y = mtls->yStart; p.y < mtls->yEnd; p.y++) {
    461                     uint32_t offset = mtls->fep.dimY * mtls->fep.dimZ * p.ar[0] +
    462                                       mtls->fep.dimY * p.z + p.y;
    463                     p.out = mtls->fep.ptrOut + (mtls->fep.yStrideOut * offset) +
    464                             (mtls->fep.eStrideOut * mtls->xStart);
    465                     p.in = mtls->fep.ptrIn + (mtls->fep.yStrideIn * offset) +
    466                            (mtls->fep.eStrideIn * mtls->xStart);
    467                     fn(&p, mtls->xStart, mtls->xEnd, mtls->fep.eStrideIn, mtls->fep.eStrideOut);
    468                 }
    469             }
    470         }
    471     }
    472 }
    473 
    474 RsdCpuScriptImpl * RsdCpuReferenceImpl::setTLS(RsdCpuScriptImpl *sc) {
    475     //ALOGE("setTls %p", sc);
    476     ScriptTLSStruct * tls = (ScriptTLSStruct *)pthread_getspecific(gThreadTLSKey);
    477     rsAssert(tls);
    478     RsdCpuScriptImpl *old = tls->mImpl;
    479     tls->mImpl = sc;
    480     tls->mContext = mRSC;
    481     if (sc) {
    482         tls->mScript = sc->getScript();
    483     } else {
    484         tls->mScript = NULL;
    485     }
    486     return old;
    487 }
    488 
    489 const RsdCpuReference::CpuSymbol * RsdCpuReferenceImpl::symLookup(const char *name) {
    490     return mSymLookupFn(mRSC, name);
    491 }
    492 
    493 
    494 RsdCpuReference::CpuScript * RsdCpuReferenceImpl::createScript(const ScriptC *s,
    495                                     char const *resName, char const *cacheDir,
    496                                     uint8_t const *bitcode, size_t bitcodeSize,
    497                                     uint32_t flags) {
    498 
    499     RsdCpuScriptImpl *i = new RsdCpuScriptImpl(this, s);
    500     if (!i->init(resName, cacheDir, bitcode, bitcodeSize, flags)) {
    501         delete i;
    502         return NULL;
    503     }
    504     return i;
    505 }
    506 
    507 extern RsdCpuScriptImpl * rsdIntrinsic_3DLUT(RsdCpuReferenceImpl *ctx,
    508                                              const Script *s, const Element *e);
    509 extern RsdCpuScriptImpl * rsdIntrinsic_Convolve3x3(RsdCpuReferenceImpl *ctx,
    510                                                    const Script *s, const Element *e);
    511 extern RsdCpuScriptImpl * rsdIntrinsic_ColorMatrix(RsdCpuReferenceImpl *ctx,
    512                                                    const Script *s, const Element *e);
    513 extern RsdCpuScriptImpl * rsdIntrinsic_LUT(RsdCpuReferenceImpl *ctx,
    514                                            const Script *s, const Element *e);
    515 extern RsdCpuScriptImpl * rsdIntrinsic_Convolve5x5(RsdCpuReferenceImpl *ctx,
    516                                                    const Script *s, const Element *e);
    517 extern RsdCpuScriptImpl * rsdIntrinsic_Blur(RsdCpuReferenceImpl *ctx,
    518                                             const Script *s, const Element *e);
    519 extern RsdCpuScriptImpl * rsdIntrinsic_YuvToRGB(RsdCpuReferenceImpl *ctx,
    520                                                 const Script *s, const Element *e);
    521 extern RsdCpuScriptImpl * rsdIntrinsic_Blend(RsdCpuReferenceImpl *ctx,
    522                                              const Script *s, const Element *e);
    523 extern RsdCpuScriptImpl * rsdIntrinsic_Histogram(RsdCpuReferenceImpl *ctx,
    524                                                  const Script *s, const Element *e);
    525 
    526 RsdCpuReference::CpuScript * RsdCpuReferenceImpl::createIntrinsic(const Script *s,
    527                                     RsScriptIntrinsicID iid, Element *e) {
    528 
    529     RsdCpuScriptImpl *i = NULL;
    530     switch (iid) {
    531     case RS_SCRIPT_INTRINSIC_ID_3DLUT:
    532         i = rsdIntrinsic_3DLUT(this, s, e);
    533         break;
    534     case RS_SCRIPT_INTRINSIC_ID_CONVOLVE_3x3:
    535         i = rsdIntrinsic_Convolve3x3(this, s, e);
    536         break;
    537     case RS_SCRIPT_INTRINSIC_ID_COLOR_MATRIX:
    538         i = rsdIntrinsic_ColorMatrix(this, s, e);
    539         break;
    540     case RS_SCRIPT_INTRINSIC_ID_LUT:
    541         i = rsdIntrinsic_LUT(this, s, e);
    542         break;
    543     case RS_SCRIPT_INTRINSIC_ID_CONVOLVE_5x5:
    544         i = rsdIntrinsic_Convolve5x5(this, s, e);
    545         break;
    546     case RS_SCRIPT_INTRINSIC_ID_BLUR:
    547         i = rsdIntrinsic_Blur(this, s, e);
    548         break;
    549     case RS_SCRIPT_INTRINSIC_ID_YUV_TO_RGB:
    550         i = rsdIntrinsic_YuvToRGB(this, s, e);
    551         break;
    552     case RS_SCRIPT_INTRINSIC_ID_BLEND:
    553         i = rsdIntrinsic_Blend(this, s, e);
    554         break;
    555     case RS_SCRIPT_INTRINSIC_ID_HISTOGRAM:
    556         i = rsdIntrinsic_Histogram(this, s, e);
    557         break;
    558 
    559     default:
    560         rsAssert(0);
    561     }
    562 
    563     return i;
    564 }
    565 
    566 RsdCpuReference::CpuScriptGroup * RsdCpuReferenceImpl::createScriptGroup(const ScriptGroup *sg) {
    567     CpuScriptGroupImpl *sgi = new CpuScriptGroupImpl(this, sg);
    568     if (!sgi->init()) {
    569         delete sgi;
    570         return NULL;
    571     }
    572     return sgi;
    573 }
    574 
    575 
    576