#include <iostream>
#include <vector>
#include <getopt.h>
#include <unistd.h>
#include <dirent.h>
#include <sys/types.h>
#include <sys/stat.h>
#include <stdio.h>
#include <stdlib.h>
#include <time.h>
#include <sys/wait.h>
#include <dlfcn.h>
#include <cstdio>
#include <string>
#include <iomanip>
#include <string.h>
#include <list>
#include <algorithm>
#include <stdarg.h>
#include "acl/acl.h"
#include "aclnn/aclnn_base.h"
#include "acl/acl_base.h"
#include "acl/acl_rt.h"
#include "sec_common.h"
#include "utils.h"
#include "../fuzzlib/secodeFuzz.h"
#include "aclnnop/aclnn_argmax.h"
using namespace std;
static const char* GetNonContigSceneName(int scene) {
switch(scene) {
case 0: return "CONTINUOUS";
case 1: return "BROADCAST";
case 2: return "SLICE";
case 3: return "ASSTRIDED";
case 4: return "STORAGE_PADDED";
case 5: return "TRANSPOSE";
default: return "UNKNOWN";
}
}
static std::string ShapeToStr(const std::vector<int64_t>& s) {
std::string r = "[";
for (size_t k = 0; k < s.size(); k++) {
if (k) r += ",";
r += std::to_string(s[k]);
}
return r + "]";
}
static uint16_t FuzzFloatToHalf(float f) {
uint32_t x; memcpy(&x, &f, 4);
uint16_t sign = (uint16_t)((x >> 16) & 0x8000);
int32_t exp = (int32_t)((x >> 23) & 0xFF) - 127 + 15;
uint32_t mant = (x >> 13) & 0x3FF;
if (exp <= 0) { return sign; }
if (exp >= 31) { return (uint16_t)(sign | 0x7C00); }
return (uint16_t)(sign | (uint32_t)(exp << 10) | mant);
}
static uint16_t FuzzFloatToBf16(float f) {
uint32_t x; memcpy(&x, &f, 4);
uint32_t lsb = (x >> 16) & 1;
x += 0x7FFF + lsb;
return (uint16_t)(x >> 16);
}
static void FuzzInitHostData(void* data, size_t count, aclDataType dtype) {
if (data == nullptr || count == 0) { return; }
for (size_t i = 0; i < count; i++) {
float rf = ((float)rand() / (float)RAND_MAX) * 2000.0f - 1000.0f;
double rd = ((double)rand() / (double)RAND_MAX) * 2000.0 - 1000.0;
switch ((int)dtype) {
case ACL_FLOAT: ((float*)data)[i] = rf; break;
case ACL_FLOAT16: ((int16_t*)data)[i] = (int16_t)FuzzFloatToHalf(rf); break;
case ACL_BF16: ((int16_t*)data)[i] = (int16_t)FuzzFloatToBf16(rf); break;
case ACL_DOUBLE: ((double*)data)[i] = rd; break;
case ACL_INT8: ((int8_t*)data)[i] = (int8_t)(rand() % 256 - 128); break;
case ACL_INT16: ((int16_t*)data)[i] = (int16_t)(rand() - 16384); break;
case ACL_INT32: ((int32_t*)data)[i] = (int32_t)(((uint32_t)rand() << 16) ^ (uint32_t)rand()); break;
case ACL_INT64: ((int64_t*)data)[i] = (int64_t)(((uint64_t)rand() << 48) ^ ((uint64_t)rand() << 32) ^ ((uint64_t)rand() << 16) ^ (uint64_t)rand()); break;
case ACL_UINT8: ((uint8_t*)data)[i] = (uint8_t)rand(); break;
case ACL_UINT16: ((uint16_t*)data)[i] = (uint16_t)rand(); break;
case ACL_UINT32: ((uint32_t*)data)[i] = (((uint32_t)rand() << 16) ^ (uint32_t)rand()); break;
case ACL_UINT64: ((uint64_t*)data)[i] = (((uint64_t)rand() << 48) ^ ((uint64_t)rand() << 32) ^ ((uint64_t)rand() << 16) ^ (uint64_t)rand()); break;
case ACL_BOOL: ((int8_t*)data)[i] = (int8_t)(rand() & 1); break;
default: ((uint8_t*)data)[i] = (uint8_t)rand(); break;
}
}
}
int aclnnArgMax_non_contig(int fuzz_num)
{
auto ret = Init(deviceId, &context, &stream);
CHECK_RET(ret == ACL_SUCCESS, LOG_PRINT("Init acl failed. ERROR: %d\n", ret); return ret);
WriteDTLog("aclnnArgMax", "aclnnArgMax non_contig op fuzz start \n");
const long long kSingleInputSizeMax = 1073741824LL;
const long long kTotalInputSizeMax = 2147483648LL;
int dtype0Enum[] = { 0, 1, 27, 11, 2, 6, 3, 9, 4 };
int dtype0Num = sizeof(dtype0Enum) / sizeof(dtype0Enum[0]);
int dtype1Enum[] = { 3, 9 };
int dtype1Num = sizeof(dtype1Enum) / sizeof(dtype1Enum[0]);
aclrtSetOpExecuteTimeOut(1091);
DT_Set_TimeOut_Second(3000);
DT_FUZZ_START(0, fuzz_num, "aclnnArgMax", 0)
{
int i = 0;
int shapeDimMax = 16;
int aclnnRet = -1;
void* selfDeviceAddr = nullptr;
aclTensor* self = nullptr;
void* outDeviceAddr = nullptr;
aclTensor* out = nullptr;
uint64_t workspaceSize = 0;
aclOpExecutor* executor;
void* workspaceAddr = nullptr;
LOG_PRINT("aclnnArgMax_non_contig %d\n", fuzzi);
printf("[FUZZ_LOG] plog_file: aclnnArgMax_non_contig_fuzz_plog_case_%d.log\n", fuzzi);
aclnnRet = -1;
try
{
std::srand((unsigned int)((fuzzi + 1) * 2654435761u));
int sizeBucket = *(int *)DTSetGetNumberRange(&g_Element[i++], 1, 0, 3, "i");
int dim_num0 = *(int *)DTSetGetNumberRange(&g_Element[i++], 2, 0, 8, "i");
{
const long long sizeTargets[4] = {1000LL, 1048576LL, 16777216LL, 134217728LL};
int nTensors = 2;
long long target = sizeTargets[sizeBucket] / nTensors;
if (target < 1) { target = 1; }
int nd = (dim_num0 > 0) ? dim_num0 : 1;
long long perDim = (long long)pow((double)target, 1.0 / nd);
if (perDim < 1) { perDim = 1; }
if (perDim > MAX_SHAPE_SIZE) { perDim = MAX_SHAPE_SIZE; }
shapeDimMax = (int)perDim;
}
int shape1 = *(int *)DTSetGetNumberRange(&g_Element[i++], 2, 1, shapeDimMax, "i");
int shape2 = *(int *)DTSetGetNumberRange(&g_Element[i++], 2, 1, shapeDimMax, "i");
int shape3 = *(int *)DTSetGetNumberRange(&g_Element[i++], 2, 1, shapeDimMax, "i");
int shape4 = *(int *)DTSetGetNumberRange(&g_Element[i++], 2, 1, shapeDimMax, "i");
int shape5 = *(int *)DTSetGetNumberRange(&g_Element[i++], 2, 1, shapeDimMax, "i");
int shape6 = *(int *)DTSetGetNumberRange(&g_Element[i++], 2, 1, shapeDimMax, "i");
int shape7 = *(int *)DTSetGetNumberRange(&g_Element[i++], 2, 1, shapeDimMax, "i");
int shape8 = *(int *)DTSetGetNumberRange(&g_Element[i++], 2, 1, shapeDimMax, "i");
auto dtype0 = (aclDataType)*(int *)DT_SetGetNumberEnumV3(i++, aclDataType::ACL_FLOAT, dtype0Enum, dtype0Num);
auto dtype1 = (aclDataType)*(int *)DT_SetGetNumberEnumV3(i++, aclDataType::ACL_INT32, dtype1Enum, dtype1Num);
int64_t dim = 0;
int dimchoice = *(int *)DTSetGetNumberRange(&g_Element[i++], 0, 0, 1, "i");
if (dim_num0 <= 0) { dim = 0; }
else if (dimchoice == 0) { dim = (rand() % (dim_num0 + 1)) * -1; }
else { dim = rand() % dim_num0; }
bool keepdim = (bool)*(int *)DTSetGetNumberRange(&g_Element[i++], 0, 0, 1, "i");
int dim_num1 = *(int *)DTSetGetNumberRange(&g_Element[i++], 2, 0, 8, "i");
std::vector<int64_t> selfShape;
std::vector<int64_t> outShape;
if (dim_num0 == 1) {
selfShape = {shape1};
} else if (dim_num0 == 2) {
selfShape = {shape1, shape2};
} else if (dim_num0 == 3) {
selfShape = {shape1, shape2, shape3};
} else if (dim_num0 == 4) {
selfShape = {shape1, shape2, shape3, shape4};
} else if (dim_num0 == 5) {
selfShape = {shape1, shape2, shape3, shape4, shape5};
} else if (dim_num0 == 6) {
selfShape = {shape1, shape2, shape3, shape4, shape5, shape6};
} else if (dim_num0 == 7) {
selfShape = {shape1, shape2, shape3, shape4, shape5, shape6, shape7};
} else if (dim_num0 == 8) {
selfShape = {shape1, shape2, shape3, shape4, shape5, shape6, shape7, shape8};
}
outShape = selfShape;
if (!outShape.empty()) {
int _nd = (int)outShape.size();
int _ax = (int)(dim % _nd); if (_ax < 0) { _ax += _nd; }
if (keepdim) { outShape[_ax] = 1; } else { outShape.erase(outShape.begin() + _ax); }
}
long long shape_size = GetShapeSize(selfShape);
if (shape_size > kSingleInputSizeMax) { printf("shape_size too big\n"); goto ERROR; }
NonContigParams ncSelf;
ncSelf.scene = *(int *)DTSetGetNumberRange(&g_Element[i++], 1, 2, 5, "i");
if (ncSelf.scene < 2) ncSelf.scene = 2;
ncSelf.viewShape = selfShape;
ncSelf.sliceStep = *(int64_t *)DTSetGetNumberRangeS64(&g_Element[i++], 2, 2, 5, "i");
ncSelf.sliceAxis = 0;
ncSelf.offset = 0;
ncSelf.pos1 = *(int *)DTSetGetNumberRange(&g_Element[i++], 1, 1, 4, "i");
ncSelf.pos2 = *(int *)DTSetGetNumberRange(&g_Element[i++], 2, 1, 4, "i");
ncSelf.strides.resize(selfShape.size());
for (size_t j = 0; j < selfShape.size(); j++) {
ncSelf.strides[j] = *(int64_t *)DTSetGetNumberRangeS64(&g_Element[i++], 2, 1, 20, "i");
}
CalcNonContiguousParams(ncSelf);
long long selfStorageSize = GetShapeSize(ncSelf.storageShape);
printf("[NON_CONTIG] ncSelf scene=%s(%d), originalShape=[", GetNonContigSceneName(ncSelf.scene), ncSelf.scene);
for (int _i = 0; _i < (int)selfShape.size(); _i++) printf("%lld%s", (long long)selfShape[_i], _i < (int)selfShape.size() - 1 ? "," : "");
printf("], viewShape=[");
for (int _i = 0; _i < (int)ncSelf.viewShape.size(); _i++) printf("%lld%s", (long long)ncSelf.viewShape[_i], _i < (int)ncSelf.viewShape.size() - 1 ? "," : "");
printf("], viewStrides=[");
for (int _i = 0; _i < (int)ncSelf.strides.size(); _i++) printf("%lld%s", (long long)ncSelf.strides[_i], _i < (int)ncSelf.strides.size() - 1 ? "," : "");
printf("], storageShape=[");
for (int _i = 0; _i < (int)ncSelf.storageShape.size(); _i++) printf("%lld%s", (long long)ncSelf.storageShape[_i], _i < (int)ncSelf.storageShape.size() - 1 ? "," : "");
printf("], offset=%lld\n", (long long)ncSelf.offset);
NonContigParams ncOut;
ncOut.scene = *(int *)DTSetGetNumberRange(&g_Element[i++], 1, 2, 5, "i");
if (ncOut.scene < 2) ncOut.scene = 2;
ncOut.viewShape = outShape;
ncOut.sliceStep = *(int64_t *)DTSetGetNumberRangeS64(&g_Element[i++], 2, 2, 5, "i");
ncOut.sliceAxis = 0;
ncOut.offset = 0;
ncOut.pos1 = *(int *)DTSetGetNumberRange(&g_Element[i++], 1, 1, 4, "i");
ncOut.pos2 = *(int *)DTSetGetNumberRange(&g_Element[i++], 2, 1, 4, "i");
ncOut.strides.resize(outShape.size());
for (size_t j = 0; j < outShape.size(); j++) {
ncOut.strides[j] = *(int64_t *)DTSetGetNumberRangeS64(&g_Element[i++], 2, 1, 20, "i");
}
CalcNonContiguousParams(ncOut);
long long outStorageSize = GetShapeSize(ncOut.storageShape);
printf("[NON_CONTIG] ncOut scene=%s(%d), originalShape=[", GetNonContigSceneName(ncOut.scene), ncOut.scene);
for (int _i = 0; _i < (int)outShape.size(); _i++) printf("%lld%s", (long long)outShape[_i], _i < (int)outShape.size() - 1 ? "," : "");
printf("], viewShape=[");
for (int _i = 0; _i < (int)ncOut.viewShape.size(); _i++) printf("%lld%s", (long long)ncOut.viewShape[_i], _i < (int)ncOut.viewShape.size() - 1 ? "," : "");
printf("], viewStrides=[");
for (int _i = 0; _i < (int)ncOut.strides.size(); _i++) printf("%lld%s", (long long)ncOut.strides[_i], _i < (int)ncOut.strides.size() - 1 ? "," : "");
printf("], storageShape=[");
for (int _i = 0; _i < (int)ncOut.storageShape.size(); _i++) printf("%lld%s", (long long)ncOut.storageShape[_i], _i < (int)ncOut.storageShape.size() - 1 ? "," : "");
printf("], offset=%lld\n", (long long)ncOut.offset);
if (dtype0 == aclDataType::ACL_FLOAT) {
std::vector<float> selfHostData(selfStorageSize, 0);
FuzzInitHostData(selfHostData.data(), selfHostData.size(), dtype0);
ret = CreateAclTensorByScene(selfHostData, ncSelf, &selfDeviceAddr, dtype0, ACL_FORMAT_ND, &self);
CHECK_RET(ret == ACL_SUCCESS, goto ERROR);
} else if (dtype0 == aclDataType::ACL_FLOAT16) {
std::vector<int16_t> selfHostData(selfStorageSize, 0);
FuzzInitHostData(selfHostData.data(), selfHostData.size(), dtype0);
ret = CreateAclTensorByScene(selfHostData, ncSelf, &selfDeviceAddr, dtype0, ACL_FORMAT_ND, &self);
CHECK_RET(ret == ACL_SUCCESS, goto ERROR);
} else if (dtype0 == aclDataType::ACL_BF16) {
std::vector<int16_t> selfHostData(selfStorageSize, 0);
FuzzInitHostData(selfHostData.data(), selfHostData.size(), dtype0);
ret = CreateAclTensorByScene(selfHostData, ncSelf, &selfDeviceAddr, dtype0, ACL_FORMAT_ND, &self);
CHECK_RET(ret == ACL_SUCCESS, goto ERROR);
} else if (dtype0 == aclDataType::ACL_DOUBLE) {
std::vector<double> selfHostData(selfStorageSize, 0);
FuzzInitHostData(selfHostData.data(), selfHostData.size(), dtype0);
ret = CreateAclTensorByScene(selfHostData, ncSelf, &selfDeviceAddr, dtype0, ACL_FORMAT_ND, &self);
CHECK_RET(ret == ACL_SUCCESS, goto ERROR);
} else if (dtype0 == aclDataType::ACL_INT8) {
std::vector<int8_t> selfHostData(selfStorageSize, 0);
FuzzInitHostData(selfHostData.data(), selfHostData.size(), dtype0);
ret = CreateAclTensorByScene(selfHostData, ncSelf, &selfDeviceAddr, dtype0, ACL_FORMAT_ND, &self);
CHECK_RET(ret == ACL_SUCCESS, goto ERROR);
} else if (dtype0 == aclDataType::ACL_INT16) {
std::vector<int16_t> selfHostData(selfStorageSize, 0);
FuzzInitHostData(selfHostData.data(), selfHostData.size(), dtype0);
ret = CreateAclTensorByScene(selfHostData, ncSelf, &selfDeviceAddr, dtype0, ACL_FORMAT_ND, &self);
CHECK_RET(ret == ACL_SUCCESS, goto ERROR);
} else if (dtype0 == aclDataType::ACL_INT32) {
std::vector<int32_t> selfHostData(selfStorageSize, 0);
FuzzInitHostData(selfHostData.data(), selfHostData.size(), dtype0);
ret = CreateAclTensorByScene(selfHostData, ncSelf, &selfDeviceAddr, dtype0, ACL_FORMAT_ND, &self);
CHECK_RET(ret == ACL_SUCCESS, goto ERROR);
} else if (dtype0 == aclDataType::ACL_INT64) {
std::vector<int64_t> selfHostData(selfStorageSize, 0);
FuzzInitHostData(selfHostData.data(), selfHostData.size(), dtype0);
ret = CreateAclTensorByScene(selfHostData, ncSelf, &selfDeviceAddr, dtype0, ACL_FORMAT_ND, &self);
CHECK_RET(ret == ACL_SUCCESS, goto ERROR);
} else if (dtype0 == aclDataType::ACL_UINT8) {
std::vector<uint8_t> selfHostData(selfStorageSize, 0);
FuzzInitHostData(selfHostData.data(), selfHostData.size(), dtype0);
ret = CreateAclTensorByScene(selfHostData, ncSelf, &selfDeviceAddr, dtype0, ACL_FORMAT_ND, &self);
CHECK_RET(ret == ACL_SUCCESS, goto ERROR);
}
if (dtype1 == aclDataType::ACL_INT32) {
std::vector<int32_t> outHostData(outStorageSize, 0);
FuzzInitHostData(outHostData.data(), outHostData.size(), dtype1);
ret = CreateAclTensorByScene(outHostData, ncOut, &outDeviceAddr, dtype1, ACL_FORMAT_ND, &out);
CHECK_RET(ret == ACL_SUCCESS, goto ERROR);
} else if (dtype1 == aclDataType::ACL_INT64) {
std::vector<int64_t> outHostData(outStorageSize, 0);
FuzzInitHostData(outHostData.data(), outHostData.size(), dtype1);
ret = CreateAclTensorByScene(outHostData, ncOut, &outDeviceAddr, dtype1, ACL_FORMAT_ND, &out);
CHECK_RET(ret == ACL_SUCCESS, goto ERROR);
}
ret = aclnnArgMaxGetWorkspaceSize(self, dim, keepdim, out, &workspaceSize, &executor);
printf("[FUZZ_PARAM] self: dtype=%d, shape=%s; out: dtype=%d, shape=%s; dim=%lld; keepdim=%d\n", (int)dtype0, ShapeToStr(selfShape).c_str(), (int)dtype1, ShapeToStr(outShape).c_str(), (long long)dim, (int)keepdim);
CHECK_RET(ret == ACL_SUCCESS, LOG_PRINT("aclnnArgMaxGetWorkspaceSize failed. ERROR: %d\n", ret); goto ERROR);
if (workspaceSize > 0) {
ret = aclrtMalloc(&workspaceAddr, workspaceSize, ACL_MEM_MALLOC_HUGE_FIRST);
CHECK_RET(ret == ACL_SUCCESS, LOG_PRINT("allocate workspace failed. ERROR: %d\n", ret); goto ERROR);
}
ret = aclnnArgMax(workspaceAddr, workspaceSize, executor, stream);
aclnnRet = (int)ret;
if (ret == ACL_SUCCESS) { printf("aclnnArgMax execute success :%d\n", (int)ret); }
else { printf("aclnnArgMax execute failed :%d\n", (int)ret); goto ERROR; }
ret = aclrtSynchronizeStream(stream);
CHECK_RET(ret == ACL_SUCCESS, LOG_PRINT("aclrtSynchronizeStream failed. ERROR: %d\n", ret); goto ERROR);
LOG_PRINT("aclnnArgMax execute success : %d\n", ret);
}
catch (std::exception& e)
{
printf("catch exception %s\n", e.what());
printf("[FUZZ_RESULT] case_%d: faild, ret=%d\n", fuzzi, (int)ret);
}
ERROR:
ret = aclrtSynchronizeStream(stream);
if (aclnnRet == -1) { printf("[FUZZ_RESULT] case_%d: skip, ret=-1\n", fuzzi); }
else { printf("[FUZZ_RESULT] case_%d: %s, ret=%d\n", fuzzi, (aclnnRet == 0) ? "success" : "faild", aclnnRet); }
printf("end \n");
CheckAndLog(ret);
pid_t pid = getpid();
std::string cmd = "grep -rin 'aicore error' /root/ascend/log/debug/plog/ ";
printf("system return value %d\n", CheckResult(pid));
if (self) { aclDestroyTensor(self); }
if (out) { aclDestroyTensor(out); }
if (selfDeviceAddr) { aclrtFree(selfDeviceAddr); }
if (outDeviceAddr) { aclrtFree(outDeviceAddr); }
if (workspaceSize > 0 && workspaceAddr) { aclrtFree(workspaceAddr); }
}
DT_FUZZ_END()
WriteDTLog("aclnnArgMax", "aclnnArgMax non_contig op fuzz total number:%u, para error number %u, execute error number %u \n", fuzz_num, aclnn_INVALID_Para, aclnn_Inner_Error + Runtime_Error);
WriteDTLog("aclnnArgMax", "aclnnArgMax non_contig op fuzz end \n");
aclrtDestroyStream(stream);
aclrtDestroyContext(context);
aclrtResetDevice(deviceId);
aclFinalize();
return 0;
}
extern "C" int aclnnArgMax_non_contig_fuzz(int argc, char *argv[]);
int aclnnArgMax_non_contig_fuzz(int argc, char *argv[])
{
int fuzz_num = MAXFUZZNUMBER;
if (argc < 1) {
cout << "[ERROR] input arg num must be bigger than 1 \n" << endl;
return -1;
} else if (argc > 1) {
fuzz_num = atoi(argv[2]);
}
if (argc == 4) { deviceId = atoi(argv[3]); }
printf("fuzz_num %d \n", fuzz_num);
printf("aclnnArgMax_non_contig :%d \n", aclnnArgMax_non_contig(fuzz_num));
return 0;
}