Fixes for basic explicit_s2v and commonfns degrees for cl_half (#2024)

Basic explicit_s2v:

The verification step was always using round to even when converting a
float to half even for round to zero cores.

Commonfns degrees:

The verification step was only taking into account infinities and not
values that over/underflow. This resulted in an incorrect error
calculation. E.g:

double cpu_result = 175668.85998711039;
cl_half gpu_result = 31743; // this is 65504 when converting to float,
we overflowed.
float error = (cpu_result - gpu_result) * some_factor;

The fix adds the check if( (cl_half) reference == test ) before
calculating the error.
This commit is contained in:
Ahmed
2024-08-13 17:52:07 +01:00
committed by GitHub
parent aa49f3bb53
commit b4c3bf2af2
5 changed files with 90 additions and 61 deletions

View File

@@ -263,10 +263,11 @@ static Long sLowerLimits[kNumExplicitTypes] = {
} \ } \
break; break;
#define TO_HALF_CASE(inType) \ #define TO_HALF_CASE(inType, halfRoundingMode) \
case kHalf: \ case kHalf: \
halfPtr = (cl_half *)outRaw; \ halfPtr = (cl_half *)outRaw; \
*halfPtr = cl_half_from_float((float)(*inType##Ptr), CL_HALF_RTE); \ *halfPtr = \
cl_half_from_float((float)(*inType##Ptr), halfRoundingMode); \
break; break;
#define TO_FLOAT_CASE(inType) \ #define TO_FLOAT_CASE(inType) \
case kFloat: \ case kFloat: \
@@ -453,6 +454,7 @@ typedef unsigned long ulong;
void convert_explicit_value(void *inRaw, void *outRaw, ExplicitType inType, void convert_explicit_value(void *inRaw, void *outRaw, ExplicitType inType,
bool saturate, RoundingType roundType, bool saturate, RoundingType roundType,
cl_half_rounding_mode halfRoundingMode,
ExplicitType outType) ExplicitType outType)
{ {
bool *boolPtr; bool *boolPtr;
@@ -537,7 +539,7 @@ void convert_explicit_value(void *inRaw, void *outRaw, ExplicitType inType,
SIMPLE_CAST_CASE(schar, kULong, ULong) SIMPLE_CAST_CASE(schar, kULong, ULong)
SIMPLE_CAST_CASE(schar, kUnsignedLong, ULong) SIMPLE_CAST_CASE(schar, kUnsignedLong, ULong)
TO_HALF_CASE(schar) TO_HALF_CASE(schar, halfRoundingMode)
TO_FLOAT_CASE(schar) TO_FLOAT_CASE(schar)
TO_DOUBLE_CASE(schar) TO_DOUBLE_CASE(schar)
@@ -570,7 +572,7 @@ void convert_explicit_value(void *inRaw, void *outRaw, ExplicitType inType,
SIMPLE_CAST_CASE(uchar, kULong, ULong) SIMPLE_CAST_CASE(uchar, kULong, ULong)
SIMPLE_CAST_CASE(uchar, kUnsignedLong, ULong) SIMPLE_CAST_CASE(uchar, kUnsignedLong, ULong)
TO_HALF_CASE(uchar) TO_HALF_CASE(uchar, halfRoundingMode)
TO_FLOAT_CASE(uchar) TO_FLOAT_CASE(uchar)
TO_DOUBLE_CASE(uchar) TO_DOUBLE_CASE(uchar)
@@ -603,7 +605,7 @@ void convert_explicit_value(void *inRaw, void *outRaw, ExplicitType inType,
SIMPLE_CAST_CASE(uchar, kULong, ULong) SIMPLE_CAST_CASE(uchar, kULong, ULong)
SIMPLE_CAST_CASE(uchar, kUnsignedLong, ULong) SIMPLE_CAST_CASE(uchar, kUnsignedLong, ULong)
TO_HALF_CASE(uchar) TO_HALF_CASE(uchar, halfRoundingMode)
TO_FLOAT_CASE(uchar) TO_FLOAT_CASE(uchar)
TO_DOUBLE_CASE(uchar) TO_DOUBLE_CASE(uchar)
@@ -636,7 +638,7 @@ void convert_explicit_value(void *inRaw, void *outRaw, ExplicitType inType,
SIMPLE_CAST_CASE(short, kULong, ULong) SIMPLE_CAST_CASE(short, kULong, ULong)
SIMPLE_CAST_CASE(short, kUnsignedLong, ULong) SIMPLE_CAST_CASE(short, kUnsignedLong, ULong)
TO_HALF_CASE(short) TO_HALF_CASE(short, halfRoundingMode)
TO_FLOAT_CASE(short) TO_FLOAT_CASE(short)
TO_DOUBLE_CASE(short) TO_DOUBLE_CASE(short)
@@ -669,7 +671,7 @@ void convert_explicit_value(void *inRaw, void *outRaw, ExplicitType inType,
SIMPLE_CAST_CASE(ushort, kULong, ULong) SIMPLE_CAST_CASE(ushort, kULong, ULong)
SIMPLE_CAST_CASE(ushort, kUnsignedLong, ULong) SIMPLE_CAST_CASE(ushort, kUnsignedLong, ULong)
TO_HALF_CASE(ushort) TO_HALF_CASE(ushort, halfRoundingMode)
TO_FLOAT_CASE(ushort) TO_FLOAT_CASE(ushort)
TO_DOUBLE_CASE(ushort) TO_DOUBLE_CASE(ushort)
@@ -702,7 +704,7 @@ void convert_explicit_value(void *inRaw, void *outRaw, ExplicitType inType,
SIMPLE_CAST_CASE(ushort, kULong, ULong) SIMPLE_CAST_CASE(ushort, kULong, ULong)
SIMPLE_CAST_CASE(ushort, kUnsignedLong, ULong) SIMPLE_CAST_CASE(ushort, kUnsignedLong, ULong)
TO_HALF_CASE(ushort) TO_HALF_CASE(ushort, halfRoundingMode)
TO_FLOAT_CASE(ushort) TO_FLOAT_CASE(ushort)
TO_DOUBLE_CASE(ushort) TO_DOUBLE_CASE(ushort)
@@ -735,7 +737,7 @@ void convert_explicit_value(void *inRaw, void *outRaw, ExplicitType inType,
SIMPLE_CAST_CASE(int, kULong, ULong) SIMPLE_CAST_CASE(int, kULong, ULong)
SIMPLE_CAST_CASE(int, kUnsignedLong, ULong) SIMPLE_CAST_CASE(int, kUnsignedLong, ULong)
TO_HALF_CASE(int) TO_HALF_CASE(int, halfRoundingMode)
TO_FLOAT_CASE(int) TO_FLOAT_CASE(int)
TO_DOUBLE_CASE(int) TO_DOUBLE_CASE(int)
@@ -768,7 +770,7 @@ void convert_explicit_value(void *inRaw, void *outRaw, ExplicitType inType,
SIMPLE_CAST_CASE(uint, kULong, ULong) SIMPLE_CAST_CASE(uint, kULong, ULong)
SIMPLE_CAST_CASE(uint, kUnsignedLong, ULong) SIMPLE_CAST_CASE(uint, kUnsignedLong, ULong)
TO_HALF_CASE(uint) TO_HALF_CASE(uint, halfRoundingMode)
TO_FLOAT_CASE(uint) TO_FLOAT_CASE(uint)
TO_DOUBLE_CASE(uint) TO_DOUBLE_CASE(uint)
@@ -801,7 +803,7 @@ void convert_explicit_value(void *inRaw, void *outRaw, ExplicitType inType,
SIMPLE_CAST_CASE(uint, kULong, ULong) SIMPLE_CAST_CASE(uint, kULong, ULong)
SIMPLE_CAST_CASE(uint, kUnsignedLong, ULong) SIMPLE_CAST_CASE(uint, kUnsignedLong, ULong)
TO_HALF_CASE(uint) TO_HALF_CASE(uint, halfRoundingMode)
TO_FLOAT_CASE(uint) TO_FLOAT_CASE(uint)
TO_DOUBLE_CASE(uint) TO_DOUBLE_CASE(uint)
@@ -834,7 +836,7 @@ void convert_explicit_value(void *inRaw, void *outRaw, ExplicitType inType,
DOWN_CAST_CASE(Long, kULong, ULong, saturate) DOWN_CAST_CASE(Long, kULong, ULong, saturate)
DOWN_CAST_CASE(Long, kUnsignedLong, ULong, saturate) DOWN_CAST_CASE(Long, kUnsignedLong, ULong, saturate)
TO_HALF_CASE(Long) TO_HALF_CASE(Long, halfRoundingMode)
TO_FLOAT_CASE(Long) TO_FLOAT_CASE(Long)
TO_DOUBLE_CASE(Long) TO_DOUBLE_CASE(Long)
@@ -867,7 +869,7 @@ void convert_explicit_value(void *inRaw, void *outRaw, ExplicitType inType,
U_DOWN_CAST_CASE(ULong, kUnsignedInt, uint, saturate) U_DOWN_CAST_CASE(ULong, kUnsignedInt, uint, saturate)
U_DOWN_CAST_CASE(ULong, kLong, Long, saturate) U_DOWN_CAST_CASE(ULong, kLong, Long, saturate)
TO_HALF_CASE(ULong) TO_HALF_CASE(ULong, halfRoundingMode)
TO_FLOAT_CASE(ULong) TO_FLOAT_CASE(ULong)
TO_DOUBLE_CASE(ULong) TO_DOUBLE_CASE(ULong)
@@ -900,7 +902,7 @@ void convert_explicit_value(void *inRaw, void *outRaw, ExplicitType inType,
U_DOWN_CAST_CASE(ULong, kUnsignedInt, uint, saturate) U_DOWN_CAST_CASE(ULong, kUnsignedInt, uint, saturate)
U_DOWN_CAST_CASE(ULong, kLong, Long, saturate) U_DOWN_CAST_CASE(ULong, kLong, Long, saturate)
TO_HALF_CASE(ULong) TO_HALF_CASE(ULong, halfRoundingMode)
TO_FLOAT_CASE(ULong) TO_FLOAT_CASE(ULong)
TO_DOUBLE_CASE(ULong) TO_DOUBLE_CASE(ULong)
@@ -969,7 +971,7 @@ void convert_explicit_value(void *inRaw, void *outRaw, ExplicitType inType,
FLOAT_ROUND_CASE(kULong, ULong, roundType, saturate) FLOAT_ROUND_CASE(kULong, ULong, roundType, saturate)
FLOAT_ROUND_CASE(kUnsignedLong, ULong, roundType, saturate) FLOAT_ROUND_CASE(kUnsignedLong, ULong, roundType, saturate)
TO_HALF_CASE(float) TO_HALF_CASE(float, halfRoundingMode)
case kFloat: case kFloat:
memcpy(outRaw, inRaw, get_explicit_type_size(inType)); memcpy(outRaw, inRaw, get_explicit_type_size(inType));
@@ -1003,7 +1005,7 @@ void convert_explicit_value(void *inRaw, void *outRaw, ExplicitType inType,
DOUBLE_ROUND_CASE(kULong, ULong, roundType, saturate) DOUBLE_ROUND_CASE(kULong, ULong, roundType, saturate)
DOUBLE_ROUND_CASE(kUnsignedLong, ULong, roundType, saturate) DOUBLE_ROUND_CASE(kUnsignedLong, ULong, roundType, saturate)
TO_HALF_CASE(double) TO_HALF_CASE(double, halfRoundingMode)
TO_FLOAT_CASE(double); TO_FLOAT_CASE(double);

View File

@@ -25,6 +25,8 @@
#include <string.h> #include <string.h>
#include <sys/types.h> #include <sys/types.h>
#include <CL/cl_half.h>
/* Note: the next three all have to match in size and order!! */ /* Note: the next three all have to match in size and order!! */
enum ExplicitTypes enum ExplicitTypes
@@ -71,6 +73,7 @@ extern const char *get_explicit_type_name(ExplicitType type);
extern void convert_explicit_value(void *inRaw, void *outRaw, extern void convert_explicit_value(void *inRaw, void *outRaw,
ExplicitType inType, bool saturate, ExplicitType inType, bool saturate,
RoundingType roundType, RoundingType roundType,
cl_half_rounding_mode halfRoundingMode,
ExplicitType outType); ExplicitType outType);
extern void generate_random_data(ExplicitType type, size_t count, MTdata d, extern void generate_random_data(ExplicitType type, size_t count, MTdata d,

View File

@@ -24,10 +24,14 @@ using std::isnan;
#include <sys/stat.h> #include <sys/stat.h>
#include <vector> #include <vector>
#include <CL/cl_half.h>
#include "procs.h" #include "procs.h"
#include "harness/conversions.h" #include "harness/conversions.h"
#include "harness/typeWrappers.h" #include "harness/typeWrappers.h"
extern cl_half_rounding_mode halfRoundingMode;
namespace { namespace {
// clang-format off // clang-format off
@@ -145,13 +149,16 @@ int test_explicit_s2v_function(cl_context context, cl_command_queue queue,
/* Run the kernel */ /* Run the kernel */
threadSize[0] = count; threadSize[0] = count;
error = get_max_common_work_group_size( context, kernel, threadSize[0], &groupSize[0] ); error = get_max_common_work_group_size(context, kernel, threadSize[0],
&groupSize[0]);
test_error(error, "Unable to get work group size to use"); test_error(error, "Unable to get work group size to use");
error = clEnqueueNDRangeKernel( queue, kernel, 1, NULL, threadSize, groupSize, 0, NULL, NULL ); error = clEnqueueNDRangeKernel(queue, kernel, 1, NULL, threadSize,
groupSize, 0, NULL, NULL);
test_error(error, "Unable to execute test kernel"); test_error(error, "Unable to execute test kernel");
/* Now verify the results. Each value should have been duplicated four times, and we should be able to just /* Now verify the results. Each value should have been duplicated four
times, and we should be able to just
do a memcpy instead of relying on the actual type of data */ do a memcpy instead of relying on the actual type of data */
error = error =
clEnqueueReadBuffer(queue, streams[1], CL_TRUE, 0, destStride * count, clEnqueueReadBuffer(queue, streams[1], CL_TRUE, 0, destStride * count,
@@ -163,13 +170,17 @@ int test_explicit_s2v_function(cl_context context, cl_command_queue queue,
for (i = 0; i < count; i++) for (i = 0; i < count; i++)
{ {
/* Convert the input data element to our output data type to compare against */ /* Convert the input data element to our output data type to compare
convert_explicit_value( (void *)inPtr, (void *)convertedData, srcType, false, kDefaultRoundingType, destType ); * against */
convert_explicit_value((void *)inPtr, (void *)convertedData, srcType,
false, kDefaultRoundingType, halfRoundingMode,
destType);
/* Now compare every element of the vector */ /* Now compare every element of the vector */
for (s = 0; s < vecSize; s++) for (s = 0; s < vecSize; s++)
{ {
if( memcmp( convertedData, outPtr + destTypeSize * s, destTypeSize ) != 0 ) if (memcmp(convertedData, outPtr + destTypeSize * s, destTypeSize)
!= 0)
{ {
bool isSrcNaN = bool isSrcNaN =
(((srcType == kHalf) (((srcType == kHalf)
@@ -194,9 +205,14 @@ int test_explicit_s2v_function(cl_context context, cl_command_queue queue,
} }
unsigned int *p = (unsigned int *)outPtr; unsigned int *p = (unsigned int *)outPtr;
log_error( "ERROR: Output value %d:%d does not validate for size %d:%d!\n", i, s, vecSize, (int)destTypeSize ); log_error("ERROR: Output value %d:%d does not validate for "
log_error( " Input: 0x%0*x\n", (int)( paramSize * 2 ), *(unsigned int *)inPtr & ( 0xffffffff >> ( 32 - paramSize * 8 ) ) ); "size %d:%d!\n",
log_error( " Actual: 0x%08x 0x%08x 0x%08x 0x%08x\n", p[ 0 ], p[ 1 ], p[ 2 ], p[ 3 ] ); i, s, vecSize, (int)destTypeSize);
log_error(" Input: 0x%0*x\n", (int)(paramSize * 2),
*(unsigned int *)inPtr
& (0xffffffff >> (32 - paramSize * 8)));
log_error(" Actual: 0x%08x 0x%08x 0x%08x 0x%08x\n", p[0],
p[1], p[2], p[3]);
return -1; return -1;
} }
} }

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@@ -21,6 +21,8 @@
#include <CL/cl_half.h> #include <CL/cl_half.h>
extern cl_half_rounding_mode halfRoundingMode;
#define DEBUG 0 #define DEBUG 0
#define DEPTH 16 #define DEPTH 16
// Limit the maximum code size for any given kernel. // Limit the maximum code size for any given kernel.
@@ -320,7 +322,8 @@ int test_vector_creation(cl_device_id deviceID, cl_context context,
&j, &j,
((char *)input_data_converted.data()) ((char *)input_data_converted.data())
+ get_explicit_type_size(vecType[type_index]) * j, + get_explicit_type_size(vecType[type_index]) * j,
kInt, 0, kRoundToEven, vecType[type_index]); kInt, 0, kRoundToEven, halfRoundingMode,
vecType[type_index]);
} }
} }

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@@ -151,28 +151,6 @@ struct MixTest : BaseFunctionTest
cl_int Run() override; cl_int Run() override;
}; };
template <typename T> float UlpFn(const T &val, const double &r)
{
if (std::is_same<T, half>::value)
{
return Ulp_Error_Half(val, r);
}
else if (std::is_same<T, float>::value)
{
return Ulp_Error(val, r);
}
else if (std::is_same<T, double>::value)
{
return Ulp_Error_Double(val, r);
}
else
{
log_error("UlpFn: unsupported data type\n");
}
return -1.f; // wrong val
}
template <typename T> inline double conv_to_dbl(const T &val) template <typename T> inline double conv_to_dbl(const T &val)
{ {
if (std::is_same<T, half>::value) if (std::is_same<T, half>::value)
@@ -217,6 +195,33 @@ template <typename T> bool isfinite_fp(const T &v)
} }
} }
template <typename T> float UlpFn(const T &val, const double &r)
{
if (std::is_same<T, half>::value)
{
if (conv_to_half(r) == val)
{
return 0.0f;
}
return Ulp_Error_Half(val, r);
}
else if (std::is_same<T, float>::value)
{
return Ulp_Error(val, r);
}
else if (std::is_same<T, double>::value)
{
return Ulp_Error_Double(val, r);
}
else
{
log_error("UlpFn: unsupported data type\n");
}
return -1.f; // wrong val
}
template <class T> template <class T>
int MakeAndRunTest(cl_device_id device, cl_context context, int MakeAndRunTest(cl_device_id device, cl_context context,
cl_command_queue queue, int num_elements, cl_command_queue queue, int num_elements,