def f16_hpa_ldl():
return {
'kernel': {
"ProblemType": {
"DataType": DataType(DataType.half),
"HighPrecisionAccumulate": True
},
"AggressivePerfMode": True,
"LocalDotLayout": 2,
"InnerUnroll": 2,
"ThreadTile0": 4,
"ThreadTile1": 4
}
}
def test_single():
obj = DataType(0)
assert obj.toChar() == 'S'
assert obj.toName() == 'single'
assert obj.toEnum() == 'Float'
assert obj.toOpenCL() == 'float'
assert obj.toHIP() == 'float'
assert obj.toDevice("") == 'float'
assert obj.toCpp() == 'float'
assert obj.getLibString() == 'tensileDataTypeFloat'
assert obj.numBytes() == 4
assert obj.isReal()
def test_double():
obj = DataType(1)
assert obj.toChar() == 'D'
assert obj.toName() == 'double'
assert obj.toEnum() == 'Double'
assert obj.toOpenCL() == 'double'
assert obj.toHIP() == 'double'
assert obj.toDevice("") == 'double'
assert obj.toCpp() == 'double'
assert obj.getLibString() == 'tensileDataTypeDouble'
assert obj.numBytes() == 8
assert obj.isReal()
def test_init_i8():
expected = DataType('4xi8')
assert DataType('int8x4') == expected
assert DataType('Int8x4') == expected
assert DataType('tensileDataTypeInt8x4') == expected
def test_init_i32():
expected = DataType('I')
assert DataType('int32') == expected
assert DataType('Int32') == expected
assert DataType('tensileDataTypeInt32') == expected
def test_init_complexDouble():
expected = DataType('Z')
assert DataType('complexDouble') == expected
assert DataType('complexDouble') == expected
assert DataType('tensileDataTypeComplexDouble') == expected
def test_init_half():
expected = DataType('H')
assert DataType('half') == expected
assert DataType('Half') == expected
assert DataType('tensileDataTypeHalf') == expected
def test_init_double():
expected = DataType('D')
assert DataType('double') == expected
assert DataType('Double') == expected
assert DataType('tensileDataTypeDouble') == expected
def test_init_complexSingle():
expected = DataType('C')
assert DataType('complexSingle') == expected
assert DataType('complexFloat') == expected
assert DataType('tensileDataTypeComplexFloat') == expected
def test_bounds():
with pytest.raises(Exception):
DataType(10)
def test_init_single():
expected = DataType('S')
assert DataType('single') == expected
assert DataType('Float') == expected
assert DataType('tensileDataTypeFloat') == expected
def test_cmp():
assert DataType('single') == DataType('S')
assert not DataType('S') != DataType(0)
assert DataType('Float') < DataType('Double')
assert not DataType('tensileDataTypeFloat') > DataType('Z')
assert DataType('half') >= DataType('ComplexFloat')
assert not DataType('int32') <= DataType('tensileDataTypeInt8x4')
def test_int32():
obj = DataType(6)
assert obj.toChar() == 'I'
assert obj.toName() == 'int32'
assert obj.toEnum() == 'Int32'
assert obj.toOpenCL() == 'ERROR'
assert obj.toHIP() == 'int32_t'
assert obj.toDevice("OCL") == 'ERROR'
assert obj.toDevice("") == 'int32_t'
assert obj.toCpp() == 'TensileInt32'
assert obj.getLibString() == 'tensileDataTypeInt32'
assert obj.numBytes() == 4
assert obj.isReal()
def test_half():
obj = DataType(4)
assert obj.toChar() == 'H'
assert obj.toName() == 'half'
assert obj.toEnum() == 'Half'
assert obj.toOpenCL() == 'ERROR'
assert obj.toHIP() == 'tensile_half'
assert obj.toDevice("OCL") == 'ERROR'
assert obj.toDevice("") == 'tensile_half'
assert obj.toCpp() == 'TensileHalf'
assert obj.getLibString() == 'tensileDataTypeHalf'
assert obj.numBytes() == 2
assert obj.isReal()
def test_complexDouble():
obj = DataType(3)
assert obj.toChar() == 'Z'
assert obj.toName() == 'complexDouble'
assert obj.toEnum() == 'ComplexDouble'
assert obj.toOpenCL() == 'double2'
assert obj.toHIP() == 'TensileComplexDouble'
assert obj.toDevice("") == 'TensileComplexDouble'
assert obj.toCpp() == 'TensileComplexDouble'
assert obj.getLibString() == 'tensileDataTypeComplexDouble'
assert obj.numBytes() == 16
assert not obj.isReal()
def test_complexSingle():
obj = DataType(2)
assert obj.toChar() == 'C'
assert obj.toName() == 'complexSingle'
assert obj.toEnum() == 'ComplexFloat'
assert obj.toOpenCL() == 'float2'
assert obj.toHIP() == 'TensileComplexFloat'
assert obj.toDevice("") == 'TensileComplexFloat'
assert obj.toCpp() == 'TensileComplexFloat'
assert obj.getLibString() == 'tensileDataTypeComplexFloat'
assert obj.numBytes() == 8
assert not obj.isReal()