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export const description = `
Execution Tests for matrix-vector and vector-matrix f16 multiplication expression
`;
import { makeTestGroup } from '../../../../../common/framework/test_group.js';
import { GPUTest } from '../../../../gpu_test.js';
import { TypeF16, TypeMat, TypeVec } from '../../../../util/conversion.js';
import { FP } from '../../../../util/floating_point.js';
import { sparseMatrixF16Range, sparseVectorF16Range } from '../../../../util/math.js';
import { makeCaseCache } from '../case_cache.js';
import { allInputSources, run } from '../expression.js';
import { binary, compoundBinary } from './binary.js';
export const g = makeTestGroup(GPUTest);
// Cases: matCxR_vecC_[non_]const
const mat_vec_cases = ([2, 3, 4] as const)
.flatMap(cols =>
([2, 3, 4] as const).flatMap(rows =>
([true, false] as const).map(nonConst => ({
[`mat${cols}x${rows}_vec${cols}_${nonConst ? 'non_const' : 'const'}`]: () => {
return FP.f16.generateMatrixVectorToVectorCases(
sparseMatrixF16Range(cols, rows),
sparseVectorF16Range(cols),
nonConst ? 'unfiltered' : 'finite',
FP.f16.multiplicationMatrixVectorInterval
);
},
}))
)
)
.reduce((a, b) => ({ ...a, ...b }), {});
// Cases: vecR_matCxR_[non_]const
const vec_mat_cases = ([2, 3, 4] as const)
.flatMap(rows =>
([2, 3, 4] as const).flatMap(cols =>
([true, false] as const).map(nonConst => ({
[`vec${rows}_mat${cols}x${rows}_${nonConst ? 'non_const' : 'const'}`]: () => {
return FP.f16.generateVectorMatrixToVectorCases(
sparseVectorF16Range(rows),
sparseMatrixF16Range(cols, rows),
nonConst ? 'unfiltered' : 'finite',
FP.f16.multiplicationVectorMatrixInterval
);
},
}))
)
)
.reduce((a, b) => ({ ...a, ...b }), {});
export const d = makeCaseCache('binary/f16_matrix_vector_multiplication', {
...mat_vec_cases,
...vec_mat_cases,
});
g.test('matrix_vector')
.specURL('https://www.w3.org/TR/WGSL/#floating-point-evaluation')
.desc(
`
Expression: x * y, where x is a matrix and y is a vector
Accuracy: Correctly rounded
`
)
.params(u =>
u
.combine('inputSource', allInputSources)
.combine('cols', [2, 3, 4] as const)
.combine('rows', [2, 3, 4] as const)
)
.beforeAllSubcases(t => {
t.selectDeviceOrSkipTestCase({ requiredFeatures: ['shader-f16'] });
})
.fn(async t => {
const cols = t.params.cols;
const rows = t.params.rows;
const cases = await d.get(
t.params.inputSource === 'const'
? `mat${cols}x${rows}_vec${cols}_const`
: `mat${cols}x${rows}_vec${cols}_non_const`
);
await run(
t,
binary('*'),
[TypeMat(cols, rows, TypeF16), TypeVec(cols, TypeF16)],
TypeVec(rows, TypeF16),
t.params,
cases
);
});
g.test('vector_matrix')
.specURL('https://www.w3.org/TR/WGSL/#floating-point-evaluation')
.desc(
`
Expression: x * y, where x is a vector and y is is a matrix
Accuracy: Correctly rounded
`
)
.params(u =>
u
.combine('inputSource', allInputSources)
.combine('cols', [2, 3, 4] as const)
.combine('rows', [2, 3, 4] as const)
)
.beforeAllSubcases(t => {
t.selectDeviceOrSkipTestCase({ requiredFeatures: ['shader-f16'] });
})
.fn(async t => {
const cols = t.params.cols;
const rows = t.params.rows;
const cases = await d.get(
t.params.inputSource === 'const'
? `vec${rows}_mat${cols}x${rows}_const`
: `vec${rows}_mat${cols}x${rows}_non_const`
);
await run(
t,
binary('*'),
[TypeVec(rows, TypeF16), TypeMat(cols, rows, TypeF16)],
TypeVec(cols, TypeF16),
t.params,
cases
);
});
g.test('vector_matrix_compound')
.specURL('https://www.w3.org/TR/WGSL/#floating-point-evaluation')
.desc(
`
Expression: x *= y, where x is a vector and y is is a matrix
Accuracy: Correctly rounded
`
)
.params(u => u.combine('inputSource', allInputSources).combine('dim', [2, 3, 4] as const))
.beforeAllSubcases(t => {
t.selectDeviceOrSkipTestCase({ requiredFeatures: ['shader-f16'] });
})
.fn(async t => {
const cols = t.params.dim;
const rows = t.params.dim;
const cases = await d.get(
t.params.inputSource === 'const'
? `vec${rows}_mat${cols}x${rows}_const`
: `vec${rows}_mat${cols}x${rows}_non_const`
);
await run(
t,
compoundBinary('*='),
[TypeVec(rows, TypeF16), TypeMat(cols, rows, TypeF16)],
TypeVec(cols, TypeF16),
t.params,
cases
);
});
|
