From dfeda9019cfed2d6df5bcacc54269c7de481bdee Mon Sep 17 00:00:00 2001 From: satyajandhyala Date: Sat, 17 Feb 2024 09:19:17 -0800 Subject: [PATCH] [JS/WebGPU] Add MatMulNBits (#19446) ### Description Add MatMulNBits to support MatMul using 4-bit quantized weights ### Motivation and Context --- js/web/docs/webgpu-operators.md | 1 + js/web/lib/wasm/jsep/util.ts | 28 + .../lib/wasm/jsep/webgpu/op-resolve-rules.ts | 2 + .../lib/wasm/jsep/webgpu/ops/matmulnbits.ts | 184 ++ js/web/test/data/ops/matmulnbits.jsonc | 1527 +++++++++++++++++ js/web/test/suite-test-list.jsonc | 1 + .../contrib_ops/js/js_contrib_kernels.cc | 16 +- .../js/quantization/matmul_nbits.cc | 25 + .../js/quantization/matmul_nbits.h | 48 + 9 files changed, 1825 insertions(+), 7 deletions(-) create mode 100644 js/web/lib/wasm/jsep/webgpu/ops/matmulnbits.ts create mode 100644 js/web/test/data/ops/matmulnbits.jsonc create mode 100644 onnxruntime/contrib_ops/js/quantization/matmul_nbits.cc create mode 100644 onnxruntime/contrib_ops/js/quantization/matmul_nbits.h diff --git a/js/web/docs/webgpu-operators.md b/js/web/docs/webgpu-operators.md index b21af8e715db..4a8c92bb97bf 100644 --- a/js/web/docs/webgpu-operators.md +++ b/js/web/docs/webgpu-operators.md @@ -62,6 +62,7 @@ Do not modify directly.* | LessOrEqual | ai.onnx(12-15,16+) | | | Log | ai.onnx(6-12,13+) | | | MatMul | ai.onnx(1-12,13+) | | +| MatMulNBits | com.microsoft(1+) | | | MaxPool | ai.onnx(1-7,8-9,10,11,12+); com.ms.internal.nhwc(1-7,8-9,10,11,12+) | need perf optimization; need implementing activation | | MemcpyFromHost | ai.onnx(1+) | | | MemcpyToHost | ai.onnx(1+) | | diff --git a/js/web/lib/wasm/jsep/util.ts b/js/web/lib/wasm/jsep/util.ts index 6922d7ff5df6..c0517ce36364 100644 --- a/js/web/lib/wasm/jsep/util.ts +++ b/js/web/lib/wasm/jsep/util.ts @@ -92,6 +92,34 @@ export class ShapeUtil { return ShapeUtil.getSizeFromDimensionRange(dims, 0, dims.length); } + /** + * convert dims corresponding to type change to pack. ex. uint8 data to uint32 + */ + static convertShape(dims: readonly number[], size = 4): readonly number[] { + const rank = dims.length; + if (rank === 0) { + return []; + } + const newDims = new Array(rank); + let i = rank - 1; + while (i >= 0) { + if (dims[i] % size === 0) { + newDims[i] = dims[i] / size; + break; + } + if (size % dims[i] !== 0) { + throw new Error('cannot convert shape'); + } + newDims[i] = 1; + size /= dims[i]; + i--; + } + for (i--; i >= 0; i--) { + newDims[i] = dims[i]; + } + return newDims; + } + /** * calculate the size (number of elements) from the given axis (inclusive) */ diff --git a/js/web/lib/wasm/jsep/webgpu/op-resolve-rules.ts b/js/web/lib/wasm/jsep/webgpu/op-resolve-rules.ts index ac08c5fb1f7a..ba874c8dd0f8 100644 --- a/js/web/lib/wasm/jsep/webgpu/op-resolve-rules.ts +++ b/js/web/lib/wasm/jsep/webgpu/op-resolve-rules.ts @@ -20,6 +20,7 @@ import {gemm, parseGemmAttributes} from './ops/gemm'; import {instanceNorm} from './ops/instance-norm'; import {layerNorm} from './ops/layer-norm'; import {matMul} from './ops/matmul'; +import {matMulNBits, parseMatMulNBitsAttributes} from './ops/matmulnbits'; import {multiHeadAttention, parseMultiHeadAttentionAttributes} from './ops/multi-head-attentiion'; import {pad} from './ops/pad'; import * as pool from './ops/pool'; @@ -92,6 +93,7 @@ export const WEBGPU_OP_RESOLVE_RULES: Map = new ['LessOrEqual', [binaryOps.lessOrEqual]], ['Log', [unaryOps.log]], ['MatMul', [matMul]], + ['MatMulNBits', [matMulNBits, parseMatMulNBitsAttributes]], // TODO: support new attributes for MaxPool-8 and MaxPool-10 ['MaxPool', [pool.maxPool, pool.parseMaxPoolAttributes]], ['Mul', [binaryOps.mul]], diff --git a/js/web/lib/wasm/jsep/webgpu/ops/matmulnbits.ts b/js/web/lib/wasm/jsep/webgpu/ops/matmulnbits.ts new file mode 100644 index 000000000000..ead7635cf3ac --- /dev/null +++ b/js/web/lib/wasm/jsep/webgpu/ops/matmulnbits.ts @@ -0,0 +1,184 @@ +// Copyright (c) Microsoft Corporation. All rights reserved. +// Licensed under the MIT License. + +import {DataType} from '../../../wasm-common'; +import {TensorView} from '../../tensor-view'; +import {ShapeUtil} from '../../util'; +import {AttributeWithCacheKey, createAttributeWithCacheKey} from '../attribute-with-cache-key'; +import {ComputeContext, ProgramInfo, ProgramUniform} from '../types'; + +import {createTensorShapeVariables, inputVariable, outputVariable, ShaderHelper, tensorTypeToWsglStorageType, UniformsArrayType} from './common'; + +// TODO support quantization bits not equal to 4 +export interface MatMulNBitsAttributes extends AttributeWithCacheKey { + k: number; + n: number; + accuracyLevel: number; + bits: number; + blockSize: number; +} + +const validateInputs = (inputs: readonly TensorView[], attributes: MatMulNBitsAttributes): void => { + if (inputs.length < 3 || inputs.length > 4) { + throw new Error('MatMulNBits requires 3 or 4 inputs'); + } + const a = inputs[0]; + const aRank = a.dims.length; + if (a.dims[aRank - 1] !== attributes.k) { + throw new Error('The last dim of input shape does not match the k value'); + } + const nBlocksPerCol = Math.floor((attributes.k + attributes.blockSize - 1) / attributes.blockSize); + const blobSize = attributes.blockSize / 8 * attributes.bits; + const b = inputs[1]; + if (!ShapeUtil.areEqual(b.dims, [attributes.n, nBlocksPerCol, blobSize])) { + throw new Error('The second inputs must be 3D tensor with shape N X nBlocksPerCol X blobSize'); + } + const scales = inputs[2]; + const scalesShape = scales.dims; + if (ShapeUtil.size(scalesShape) !== attributes.n * nBlocksPerCol) { + throw new Error('scales input size error.'); + } + if (inputs.length === 4) { + const zeroPoints = inputs[3]; + const zeroPointsShape = zeroPoints.dims; + const expectedZeroPointsSize = + attributes.bits > 4 ? (attributes.n * nBlocksPerCol) : attributes.n * Math.floor((nBlocksPerCol + 1) / 2); + if (ShapeUtil.size(zeroPointsShape) !== expectedZeroPointsSize) { + throw new Error('zeroPoints input size error.'); + } + } +}; + +export const createMatMulNBitsProgramInfo = + (inputs: readonly TensorView[], attributes: MatMulNBitsAttributes): ProgramInfo => { + const a = inputs[0]; + const b = inputs[1]; + const scales = inputs[2]; + const aRank = a.dims.length; + const outputShape = a.dims.slice(0, aRank - 1).concat(attributes.n); + const outputSize = ShapeUtil.size(outputShape); + + + const programUniforms: ProgramUniform[] = [ + {type: DataType.uint32, data: outputSize}, {type: DataType.uint32, data: attributes.k}, + {type: DataType.uint32, data: attributes.n}, {type: DataType.uint32, data: attributes.accuracyLevel}, + {type: DataType.uint32, data: attributes.bits}, {type: DataType.uint32, data: attributes.blockSize} + ]; + programUniforms.push(...createTensorShapeVariables(a.dims)); + programUniforms.push(...createTensorShapeVariables(ShapeUtil.convertShape(b.dims))); + programUniforms.push(...createTensorShapeVariables(scales.dims)); + if (inputs.length === 4) { + programUniforms.push(...createTensorShapeVariables(ShapeUtil.convertShape(inputs[3].dims))); + } + programUniforms.push(...createTensorShapeVariables(outputShape)); + const getShaderSource = (shaderHelper: ShaderHelper) => { + const a = inputVariable('a', inputs[0].dataType, inputs[0].dims.length); + const b = inputVariable('b', DataType.uint32, inputs[1].dims.length); + const scales = inputVariable('scales', inputs[2].dataType, inputs[2].dims.length); + const inputVariables = [a, b, scales]; + const zeroPoints = + inputs.length === 4 ? inputVariable('zero_points', DataType.uint32, inputs[3].dims.length) : undefined; + if (zeroPoints) { + inputVariables.push(zeroPoints); + } + const output = outputVariable('output', inputs[0].dataType, outputShape.length); + const uniforms: UniformsArrayType = [ + {name: 'output_size', type: 'u32'}, {name: 'k', type: 'u32'}, {name: 'n', type: 'u32'}, + {name: 'accuracy_level', type: 'u32'}, {name: 'bits', type: 'u32'}, {name: 'block_size', type: 'u32'} + ]; + const nBlocksPerCol = Math.floor((attributes.k + attributes.blockSize - 1) / attributes.blockSize); + const blobSize = attributes.blockSize / 8 * attributes.bits; + const wordPerBlob = blobSize / 4; + const dataType = tensorTypeToWsglStorageType(inputs[0].dataType); + return ` + fn ortUnpack8x4snorm(value: u32) -> array<${dataType}, 8>{ + var result = array<${dataType}, 8>(); + var offset: u32 = 0; + let count: u32 = 4; + for (var i: u32 = 0; i < 8u; i++) { + result[i] = ${dataType}(extractBits(value, offset, count)); + offset += count; + } + return result; + } + ${shaderHelper.registerUniforms(uniforms).declareVariables(...inputVariables, output)} + ${shaderHelper.mainStart()} + ${shaderHelper.guardAgainstOutOfBoundsWorkgroupSizes('uniforms.output_size')} + var value: ${dataType} = 0.0; + let output_indices = ${output.offsetToIndices('global_idx')}; + var a_indices: ${a.type.indices} = output_indices; + var n = ${output.indicesGet('output_indices', aRank - 1)}; + // Two zero points are packed into one byte because uniforms.bits <= 4. + // zero_point_offset is either 0 or 4. It is bit offset within one byte. + // TODO support zero_point_offset for bits > 4 + ${ + zeroPoints ? ` + var zero_point_index: u32 = n * ((${nBlocksPerCol} + 1) / 2) / 4; + var zero_point_word: u32 = ${zeroPoints.getByOffset('zero_point_index')}; + var zero_point_offset: u32 = 0;` : + ''} + var scale_idex = n * ${nBlocksPerCol}; + var b_indices: ${b.type.indices}; + ${b.indicesSet('b_indices', '0', 'n')}; + var block_offset: u32 = 0; + for (var block: u32 = 0; block < ${nBlocksPerCol}; block++) { + // The scale and zero points are computed per block. + let scale = ${scales.getByOffset('scale_idex')}; + // The default zero point is 8 for unsigned 4-bit quantization. + let zero_point: ${dataType} = ${ + zeroPoints ? `${dataType}(extractBits(zero_point_word, zero_point_offset, 4))` : 8.0}; + ${b.indicesSet('b_indices', '1', 'block')}; + var word_offset: u32 = block_offset; + for (var word: u32 = 0; word < ${wordPerBlob}; word++) { + ${b.indicesSet('b_indices', '2', 'word')}; + let b_value = ${b.getByIndices('b_indices')}; + let b_quantized_values: array<${dataType}, 8> = ortUnpack8x4snorm(b_value); + // Number of B elements per 32-bit word is 32/bits = 32/4 = 8 + var offset: u32 = word_offset; + for (var i: u32 = 0; i < 8; i++) { + ${a.indicesSet('a_indices', aRank - 1, 'offset')}; + let a_value = ${a.getByIndices('a_indices')}; + let b_quantized_value = b_quantized_values[i]; + let b_dequantized_value = (b_quantized_value - zero_point) * scale; + value += a_value * b_dequantized_value; + offset++; + } + word_offset += 8; + } + scale_idex++; + ${ + zeroPoints ? ` + if (zero_point_offset == 28) { + zero_point_offset = 0; + zero_point_index++; + zero_point_word = ${zeroPoints.getByOffset('zero_point_index')}; + } else { + zero_point_offset += 4; + }` : + ''} + block_offset += uniforms.block_size; + } + ${output.setByOffset('global_idx', 'value')}; + } + `; + }; + return { + name: 'MatMulNBits', + shaderCache: + {hint: `${attributes.cacheKey};${inputs.length}`, inputDependencies: Array(inputs.length).fill('rank')}, + getRunData: () => ({ + outputs: [{dims: outputShape, dataType: inputs[0].dataType}], + dispatchGroup: {x: Math.ceil(outputSize / 64)}, + programUniforms + }), + getShaderSource + }; + }; + +export const matMulNBits = (context: ComputeContext, attributes: MatMulNBitsAttributes): void => { + validateInputs(context.inputs, attributes); + context.compute(createMatMulNBitsProgramInfo(context.inputs, attributes)); +}; + +export const parseMatMulNBitsAttributes = (attributes: Record): MatMulNBitsAttributes => + createAttributeWithCacheKey(attributes as Omit); diff --git a/js/web/test/data/ops/matmulnbits.jsonc b/js/web/test/data/ops/matmulnbits.jsonc new file mode 100644 index 000000000000..c57c431afb3c --- /dev/null +++ b/js/web/test/data/ops/matmulnbits.jsonc @@ -0,0 +1,1527 @@ +[ + { + "name": "MatMulNBits; K=16, N=16, block_size=16, bits=4", + "operator": "MatMulNBits", + "opset": { "domain": "com.microsoft", "version": 1 }, + "attributes": [ + { "name": "K", "data": 16, "type": "int" }, + { "name": "N", "data": 16, "type": "int" }, + { "name": "block_size", "data": 16, "type": "int" }, + { "name": "bits", "data": 4, "type": "int" } + ], + "cases": [ + { + "name": "MatMulNBits; K=16, N=16, block_size=16, bits=4; symmetric", + "inputs": [ + { + "data": [ + 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, + 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, + 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, + 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, + 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, + 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 147, + 148, 149, 150, 151, 152, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168, + 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, + 190, 191, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, + 211, 212, 213, 214, 215, 216, 217, 218, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 229, 230, 231, + 232, 233, 234, 235, 236, 237, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 250, 251, 252, + 253, 254, 255 + ], + "dims": [16, 16], + "type": "float32" + }, + { + "dims": [16, 1, 8], + "type": "uint8", + "data": [ + 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, + 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, + 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, + 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, + 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, + 128 + ] + }, + { + "dims": [16], + "type": "float32", + "data": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15] + } + ], + "outputs": [ + { + "dims": [16, 16], + "type": "float32", + "data": [ + 0, -385, -1120, -963, -1984, -1285, -2592, -1351, -2944, -1161, -3040, -715, -2880, -13, -2464, 945, 0, + -1073, -3808, -2643, -6848, -3445, -9120, -3479, -10624, -2745, -11360, -1243, -11328, 1027, -10528, 4065, + 0, -1761, -6496, -4323, -11712, -5605, -15648, -5607, -18304, -4329, -19680, -1771, -19776, 2067, -18592, + 7185, 0, -2449, -9184, -6003, -16576, -7765, -22176, -7735, -25984, -5913, -28000, -2299, -28224, 3107, + -26656, 10305, 0, -3137, -11872, -7683, -21440, -9925, -28704, -9863, -33664, -7497, -36320, -2827, + -36672, 4147, -34720, 13425, 0, -3825, -14560, -9363, -26304, -12085, -35232, -11991, -41344, -9081, + -44640, -3355, -45120, 5187, -42784, 16545, 0, -4513, -17248, -11043, -31168, -14245, -41760, -14119, + -49024, -10665, -52960, -3883, -53568, 6227, -50848, 19665, 0, -5201, -19936, -12723, -36032, -16405, + -48288, -16247, -56704, -12249, -61280, -4411, -62016, 7267, -58912, 22785, 0, -5889, -22624, -14403, + -40896, -18565, -54816, -18375, -64384, -13833, -69600, -4939, -70464, 8307, -66976, 25905, 0, -6577, + -25312, -16083, -45760, -20725, -61344, -20503, -72064, -15417, -77920, -5467, -78912, 9347, -75040, + 29025, 0, -7265, -28000, -17763, -50624, -22885, -67872, -22631, -79744, -17001, -86240, -5995, -87360, + 10387, -83104, 32145, 0, -7953, -30688, -19443, -55488, -25045, -74400, -24759, -87424, -18585, -94560, + -6523, -95808, 11427, -91168, 35265, 0, -8641, -33376, -21123, -60352, -27205, -80928, -26887, -95104, + -20169, -102880, -7051, -104256, 12467, -99232, 38385, 0, -9329, -36064, -22803, -65216, -29365, -87456, + -29015, -102784, -21753, -111200, -7579, -112704, 13507, -107296, 41505, 0, -10017, -38752, -24483, + -70080, -31525, -93984, -31143, -110464, -23337, -119520, -8107, -121152, 14547, -115360, 44625, 0, + -10705, -41440, -26163, -74944, -33685, -100512, -33271, -118144, -24921, -127840, -8635, -129600, 15587, + -123424, 47745 + ] + } + ] + } + ] + }, + { + "name": "MatMulNBits; K=16, N=16, block_size=16, bits=4", + "operator": "MatMulNBits", + "opset": { "domain": "com.microsoft", "version": 1 }, + "attributes": [ + { "name": "K", "data": 16, "type": "int" }, + { "name": "N", "data": 16, "type": "int" }, + { "name": "block_size", "data": 16, "type": "int" }, + { "name": "bits", "data": 4, "type": "int" } + ], + "cases": [ + { + "name": "MatMulNBits; K=16, N=16, block_size=16, bits=4; asymmetric", + "inputs": [ + { + "data": [ + 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, + 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, + 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, + 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, + 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, + 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 147, + 148, 149, 150, 151, 152, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168, + 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, + 190, 191, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, + 211, 212, 213, 214, 215, 216, 217, 218, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 229, 230, 231, + 232, 233, 234, 235, 236, 237, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 250, 251, 252, + 253, 254, 255 + ], + "dims": [16, 16], + "type": "float32" + }, + { + "dims": [16, 1, 8], + "type": "uint8", + "data": [ + 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, + 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, + 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, + 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, + 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, + 127 + ] + }, + { + "dims": [16], + "type": "float32", + "data": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15] + }, + { + "dims": [16], + "type": "uint8", + "data": [128, 128, 128, 128, 128, 128, 128, 128, 128, 128, 128, 128, 128, 128, 128, 128] + } + ], + "outputs": [ + { + "dims": [16, 16], + "type": "float32", + "data": [ + 0, 728, 688, 2376, 1632, 4280, 2832, 6440, 4288, 8856, 6000, 11528, 7968, 14456, 10192, 17640, 0, 2200, + 1840, 7176, 4448, 12920, 7824, 19432, 11968, 26712, 16880, 34760, 22560, 43576, 29008, 53160, 0, 3672, + 2992, 11976, 7264, 21560, 12816, 32424, 19648, 44568, 27760, 57992, 37152, 72696, 47824, 88680, 0, 5144, + 4144, 16776, 10080, 30200, 17808, 45416, 27328, 62424, 38640, 81224, 51744, 101816, 66640, 124200, 0, + 6616, 5296, 21576, 12896, 38840, 22800, 58408, 35008, 80280, 49520, 104456, 66336, 130936, 85456, 159720, + 0, 8088, 6448, 26376, 15712, 47480, 27792, 71400, 42688, 98136, 60400, 127688, 80928, 160056, 104272, + 195240, 0, 9560, 7600, 31176, 18528, 56120, 32784, 84392, 50368, 115992, 71280, 150920, 95520, 189176, + 123088, 230760, 0, 11032, 8752, 35976, 21344, 64760, 37776, 97384, 58048, 133848, 82160, 174152, 110112, + 218296, 141904, 266280, 0, 12504, 9904, 40776, 24160, 73400, 42768, 110376, 65728, 151704, 93040, 197384, + 124704, 247416, 160720, 301800, 0, 13976, 11056, 45576, 26976, 82040, 47760, 123368, 73408, 169560, + 103920, 220616, 139296, 276536, 179536, 337320, 0, 15448, 12208, 50376, 29792, 90680, 52752, 136360, + 81088, 187416, 114800, 243848, 153888, 305656, 198352, 372840, 0, 16920, 13360, 55176, 32608, 99320, + 57744, 149352, 88768, 205272, 125680, 267080, 168480, 334776, 217168, 408360, 0, 18392, 14512, 59976, + 35424, 107960, 62736, 162344, 96448, 223128, 136560, 290312, 183072, 363896, 235984, 443880, 0, 19864, + 15664, 64776, 38240, 116600, 67728, 175336, 104128, 240984, 147440, 313544, 197664, 393016, 254800, + 479400, 0, 21336, 16816, 69576, 41056, 125240, 72720, 188328, 111808, 258840, 158320, 336776, 212256, + 422136, 273616, 514920, 0, 22808, 17968, 74376, 43872, 133880, 77712, 201320, 119488, 276696, 169200, + 360008, 226848, 451256, 292432, 550440 + ] + } + ] + } + ] + }, + { + "name": "MatMulNBits; K=16, N=32, block_size=16, bits=4", + "operator": "MatMulNBits", + "opset": { "domain": "com.microsoft", "version": 1 }, + "attributes": [ + { "name": "K", "data": 16, "type": "int" }, + { "name": "N", "data": 32, "type": "int" }, + { "name": "block_size", "data": 16, "type": "int" }, + { "name": "bits", "data": 4, "type": "int" } + ], + "cases": [ + { + "name": "MatMulNBits; K=16, N=32, block_size=16, bits=4; symmetric", + "inputs": [ + { + "data": [ + 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, + 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, + 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, + 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, + 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, + 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 147, 148, + 149, 150, 151, 152, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168, 169, + 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, + 191, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 211, + 212, 213, 214, 215, 216, 217, 218, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 229, 230, 231, 232, + 233, 234, 235, 236, 237, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 250, 251, 252, 253, + 254, 255, 256, 257, 258, 259, 260, 261, 262, 263, 264, 265, 266, 267, 268, 269, 270, 271, 272, 273, 274, + 275, 276, 277, 278, 279, 280, 281, 282, 283, 284, 285, 286, 287, 288, 289, 290, 291, 292, 293, 294, 295, + 296, 297, 298, 299, 300, 301, 302, 303, 304, 305, 306, 307, 308, 309, 310, 311, 312, 313, 314, 315, 316, + 317, 318, 319, 320, 321, 322, 323, 324, 325, 326, 327, 328, 329, 330, 331, 332, 333, 334, 335, 336, 337, + 338, 339, 340, 341, 342, 343, 344, 345, 346, 347, 348, 349, 350, 351, 352, 353, 354, 355, 356, 357, 358, + 359, 360, 361, 362, 363, 364, 365, 366, 367, 368, 369, 370, 371, 372, 373, 374, 375, 376, 377, 378, 379, + 380, 381, 382, 383, 384, 385, 386, 387, 388, 389, 390, 391, 392, 393, 394, 395, 396, 397, 398, 399, 400, + 401, 402, 403, 404, 405, 406, 407, 408, 409, 410, 411, 412, 413, 414, 415, 416, 417, 418, 419, 420, 421, + 422, 423, 424, 425, 426, 427, 428, 429, 430, 431, 432, 433, 434, 435, 436, 437, 438, 439, 440, 441, 442, + 443, 444, 445, 446, 447, 448, 449, 450, 451, 452, 453, 454, 455, 456, 457, 458, 459, 460, 461, 462, 463, + 464, 465, 466, 467, 468, 469, 470, 471, 472, 473, 474, 475, 476, 477, 478, 479, 480, 481, 482, 483, 484, + 485, 486, 487, 488, 489, 490, 491, 492, 493, 494, 495, 496, 497, 498, 499, 500, 501, 502, 503, 504, 505, + 506, 507, 508, 509, 510, 511, 512 + ], + "dims": [32, 16], + "type": "float32" + }, + { + "dims": [32, 1, 8], + "type": "uint8", + "data": [ + 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, + 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, + 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, + 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, + 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, + 128, 29, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 147, 148, + 149, 150, 151, 152, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168, 169, + 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, + 191, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 211, + 212, 213, 214, 215, 216, 217, 218, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 229, 230, 231, 232, + 233, 234, 235, 236, 237, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 250, 251, 252, 253, + 254, 255, 256 + ] + }, + { + "dims": [32], + "type": "float32", + "data": [ + 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, + 29, 30, 31 + ] + } + ], + "outputs": [ + { + "dims": [32, 32], + "type": "float32", + "data": [ + 0, -428, -1288, -1068, -2288, -1420, -3000, -1484, -3424, -1260, -3560, -748, -3408, 52, -2968, 1140, + -2272, 2516, -1224, 4180, 80, 6132, 1672, 8372, 3552, 10900, 5720, 13716, 8176, 16820, 10920, 12276, 0, + -1116, -3976, -2748, -7152, -3580, -9528, -3612, -11104, -2844, -11880, -1276, -11856, 1092, -11032, 4260, + -8160, 8228, -6984, 12996, -3760, 18564, 264, 24932, 5088, 32100, 10712, 40068, 17136, 48836, 24360, + 42532, 0, -1804, -6664, -4428, -12016, -5740, -16056, -5740, -18784, -4428, -20200, -1804, -20304, 2132, + -19096, 7380, -14048, 13940, -12744, 21812, -7600, 30996, -1144, 41492, 6624, 53300, 15704, 66420, 26096, + 80852, 37800, 72788, 0, -2492, -9352, -6108, -16880, -7900, -22584, -7868, -26464, -6012, -28520, -2332, + -28752, 3172, -27160, 10500, -19936, 19652, -18504, 30628, -11440, 43428, -2552, 58052, 8160, 74500, + 20696, 92772, 35056, 112868, 51240, 103044, 0, -3180, -12040, -7788, -21744, -10060, -29112, -9996, + -34144, -7596, -36840, -2860, -37200, 4212, -35224, 13620, -25824, 25364, -24264, 39444, -15280, 55860, + -3960, 74612, 9696, 95700, 25688, 119124, 44016, 144884, 64680, 133300, 0, -3868, -14728, -9468, -26608, + -12220, -35640, -12124, -41824, -9180, -45160, -3388, -45648, 5252, -43288, 16740, -31712, 31076, -30024, + 48260, -19120, 68292, -5368, 91172, 11232, 116900, 30680, 145476, 52976, 176900, 78120, 163556, 0, -4556, + -17416, -11148, -31472, -14380, -42168, -14252, -49504, -10764, -53480, -3916, -54096, 6292, -51352, + 19860, -37600, 36788, -35784, 57076, -22960, 80724, -6776, 107732, 12768, 138100, 35672, 171828, 61936, + 208916, 91560, 193812, 0, -5244, -20104, -12828, -36336, -16540, -48696, -16380, -57184, -12348, -61800, + -4444, -62544, 7332, -59416, 22980, -43488, 42500, -41544, 65892, -26800, 93156, -8184, 124292, 14304, + 159300, 40664, 198180, 70896, 240932, 105000, 224068, 0, -5932, -22792, -14508, -41200, -18700, -55224, + -18508, -64864, -13932, -70120, -4972, -70992, 8372, -67480, 26100, -49376, 48212, -47304, 74708, -30640, + 105588, -9592, 140852, 15840, 180500, 45656, 224532, 79856, 272948, 118440, 254324, 0, -6620, -25480, + -16188, -46064, -20860, -61752, -20636, -72544, -15516, -78440, -5500, -79440, 9412, -75544, 29220, + -55264, 53924, -53064, 83524, -34480, 118020, -11000, 157412, 17376, 201700, 50648, 250884, 88816, 304964, + 131880, 284580, 0, -7308, -28168, -17868, -50928, -23020, -68280, -22764, -80224, -17100, -86760, -6028, + -87888, 10452, -83608, 32340, -61152, 59636, -58824, 92340, -38320, 130452, -12408, 173972, 18912, 222900, + 55640, 277236, 97776, 336980, 145320, 314836, 0, -7996, -30856, -19548, -55792, -25180, -74808, -24892, + -87904, -18684, -95080, -6556, -96336, 11492, -91672, 35460, -67040, 65348, -64584, 101156, -42160, + 142884, -13816, 190532, 20448, 244100, 60632, 303588, 106736, 368996, 158760, 345092, 0, -8684, -33544, + -21228, -60656, -27340, -81336, -27020, -95584, -20268, -103400, -7084, -104784, 12532, -99736, 38580, + -72928, 71060, -70344, 109972, -46000, 155316, -15224, 207092, 21984, 265300, 65624, 329940, 115696, + 401012, 172200, 375348, 0, -9372, -36232, -22908, -65520, -29500, -87864, -29148, -103264, -21852, + -111720, -7612, -113232, 13572, -107800, 41700, -78816, 76772, -76104, 118788, -49840, 167748, -16632, + 223652, 23520, 286500, 70616, 356292, 124656, 433028, 185640, 405604, 0, -10060, -38920, -24588, -70384, + -31660, -94392, -31276, -110944, -23436, -120040, -8140, -121680, 14612, -115864, 44820, -84704, 82484, + -81864, 127604, -53680, 180180, -18040, 240212, 25056, 307700, 75608, 382644, 133616, 465044, 199080, + 435860, 0, -10748, -41608, -26268, -75248, -33820, -100920, -33404, -118624, -25020, -128360, -8668, + -130128, 15652, -123928, 47940, -90592, 88196, -87624, 136420, -57520, 192612, -19448, 256772, 26592, + 328900, 80600, 408996, 142576, 497060, 212520, 466116, 0, -11436, -44296, -27948, -80112, -35980, -107448, + -35532, -126304, -26604, -136680, -9196, -138576, 16692, -131992, 51060, -96480, 93908, -93384, 145236, + -61360, 205044, -20856, 273332, 28128, 350100, 85592, 435348, 151536, 529076, 225960, 496372, 0, -12124, + -46984, -29628, -84976, -38140, -113976, -37660, -133984, -28188, -145000, -9724, -147024, 17732, -140056, + 54180, -102368, 99620, -99144, 154052, -65200, 217476, -22264, 289892, 29664, 371300, 90584, 461700, + 160496, 561092, 239400, 526628, 0, -12812, -49672, -31308, -89840, -40300, -120504, -39788, -141664, + -29772, -153320, -10252, -155472, 18772, -148120, 57300, -108256, 105332, -104904, 162868, -69040, 229908, + -23672, 306452, 31200, 392500, 95576, 488052, 169456, 593108, 252840, 556884, 0, -13500, -52360, -32988, + -94704, -42460, -127032, -41916, -149344, -31356, -161640, -10780, -163920, 19812, -156184, 60420, + -114144, 111044, -110664, 171684, -72880, 242340, -25080, 323012, 32736, 413700, 100568, 514404, 178416, + 625124, 266280, 587140, 0, -14188, -55048, -34668, -99568, -44620, -133560, -44044, -157024, -32940, + -169960, -11308, -172368, 20852, -164248, 63540, -120032, 116756, -116424, 180500, -76720, 254772, -26488, + 339572, 34272, 434900, 105560, 540756, 187376, 657140, 279720, 617396, 0, -14876, -57736, -36348, -104432, + -46780, -140088, -46172, -164704, -34524, -178280, -11836, -180816, 21892, -172312, 66660, -125920, + 122468, -122184, 189316, -80560, 267204, -27896, 356132, 35808, 456100, 110552, 567108, 196336, 689156, + 293160, 647652, 0, -15564, -60424, -38028, -109296, -48940, -146616, -48300, -172384, -36108, -186600, + -12364, -189264, 22932, -180376, 69780, -131808, 128180, -127944, 198132, -84400, 279636, -29304, 372692, + 37344, 477300, 115544, 593460, 205296, 721172, 306600, 677908, 0, -16252, -63112, -39708, -114160, -51100, + -153144, -50428, -180064, -37692, -194920, -12892, -197712, 23972, -188440, 72900, -137696, 133892, + -133704, 206948, -88240, 292068, -30712, 389252, 38880, 498500, 120536, 619812, 214256, 753188, 320040, + 708164, 0, -16940, -65800, -41388, -119024, -53260, -159672, -52556, -187744, -39276, -203240, -13420, + -206160, 25012, -196504, 76020, -143584, 139604, -139464, 215764, -92080, 304500, -32120, 405812, 40416, + 519700, 125528, 646164, 223216, 785204, 333480, 738420, 0, -17628, -68488, -43068, -123888, -55420, + -166200, -54684, -195424, -40860, -211560, -13948, -214608, 26052, -204568, 79140, -149472, 145316, + -145224, 224580, -95920, 316932, -33528, 422372, 41952, 540900, 130520, 672516, 232176, 817220, 346920, + 768676, 0, -18316, -71176, -44748, -128752, -57580, -172728, -56812, -203104, -42444, -219880, -14476, + -223056, 27092, -212632, 82260, -155360, 151028, -150984, 233396, -99760, 329364, -34936, 438932, 43488, + 562100, 135512, 698868, 241136, 849236, 360360, 798932, 0, -19004, -73864, -46428, -133616, -59740, + -179256, -58940, -210784, -44028, -228200, -15004, -231504, 28132, -220696, 85380, -161248, 156740, + -156744, 242212, -103600, 341796, -36344, 455492, 45024, 583300, 140504, 725220, 250096, 881252, 373800, + 829188, 0, -19692, -76552, -48108, -138480, -61900, -185784, -61068, -218464, -45612, -236520, -15532, + -239952, 29172, -228760, 88500, -167136, 162452, -162504, 251028, -107440, 354228, -37752, 472052, 46560, + 604500, 145496, 751572, 259056, 913268, 387240, 859444, 0, -20380, -79240, -49788, -143344, -64060, + -192312, -63196, -226144, -47196, -244840, -16060, -248400, 30212, -236824, 91620, -173024, 168164, + -168264, 259844, -111280, 366660, -39160, 488612, 48096, 625700, 150488, 777924, 268016, 945284, 400680, + 889700, 0, -21068, -81928, -51468, -148208, -66220, -198840, -65324, -233824, -48780, -253160, -16588, + -256848, 31252, -244888, 94740, -178912, 173876, -174024, 268660, -115120, 379092, -40568, 505172, 49632, + 646900, 155480, 804276, 276976, 977300, 414120, 919956, 0, -21756, -84616, -53148, -153072, -68380, + -205368, -67452, -241504, -50364, -261480, -17116, -265296, 32292, -252952, 97860, -184800, 179588, + -179784, 277476, -118960, 391524, -41976, 521732, 51168, 668100, 160472, 830628, 285936, 1009316, 427560, + 950212 + ] + } + ] + } + ] + }, + { + "name": "MatMulNBits; K=16, N=32, block_size=16, bits=4", + "operator": "MatMulNBits", + "opset": { "domain": "com.microsoft", "version": 1 }, + "attributes": [ + { "name": "K", "data": 16, "type": "int" }, + { "name": "N", "data": 32, "type": "int" }, + { "name": "block_size", "data": 16, "type": "int" }, + { "name": "bits", "data": 4, "type": "int" } + ], + "cases": [ + { + "name": "MatMulNBits; K=16, N=32, block_size=16, bits=4; asymmetric", + "inputs": [ + { + "data": [ + 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, + 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, + 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, + 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, + 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, + 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 147, 148, + 149, 150, 151, 152, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168, 169, + 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, + 191, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 211, + 212, 213, 214, 215, 216, 217, 218, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 229, 230, 231, 232, + 233, 234, 235, 236, 237, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 250, 251, 252, 253, + 254, 255, 256, 257, 258, 259, 260, 261, 262, 263, 264, 265, 266, 267, 268, 269, 270, 271, 272, 273, 274, + 275, 276, 277, 278, 279, 280, 281, 282, 283, 284, 285, 286, 287, 288, 289, 290, 291, 292, 293, 294, 295, + 296, 297, 298, 299, 300, 301, 302, 303, 304, 305, 306, 307, 308, 309, 310, 311, 312, 313, 314, 315, 316, + 317, 318, 319, 320, 321, 322, 323, 324, 325, 326, 327, 328, 329, 330, 331, 332, 333, 334, 335, 336, 337, + 338, 339, 340, 341, 342, 343, 344, 345, 346, 347, 348, 349, 350, 351, 352, 353, 354, 355, 356, 357, 358, + 359, 360, 361, 362, 363, 364, 365, 366, 367, 368, 369, 370, 371, 372, 373, 374, 375, 376, 377, 378, 379, + 380, 381, 382, 383, 384, 385, 386, 387, 388, 389, 390, 391, 392, 393, 394, 395, 396, 397, 398, 399, 400, + 401, 402, 403, 404, 405, 406, 407, 408, 409, 410, 411, 412, 413, 414, 415, 416, 417, 418, 419, 420, 421, + 422, 423, 424, 425, 426, 427, 428, 429, 430, 431, 432, 433, 434, 435, 436, 437, 438, 439, 440, 441, 442, + 443, 444, 445, 446, 447, 448, 449, 450, 451, 452, 453, 454, 455, 456, 457, 458, 459, 460, 461, 462, 463, + 464, 465, 466, 467, 468, 469, 470, 471, 472, 473, 474, 475, 476, 477, 478, 479, 480, 481, 482, 483, 484, + 485, 486, 487, 488, 489, 490, 491, 492, 493, 494, 495, 496, 497, 498, 499, 500, 501, 502, 503, 504, 505, + 506, 507, 508, 509, 510, 511, 512 + ], + "dims": [32, 16], + "type": "float32" + }, + { + "dims": [32, 1, 8], + "type": "uint8", + "data": [ + 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, + 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, + 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, + 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, + 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, + 128, 29, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 147, 148, + 149, 150, 151, 152, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168, 169, + 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, + 191, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 211, + 212, 213, 214, 215, 216, 217, 218, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 229, 230, 231, 232, + 233, 234, 235, 236, 237, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 250, 251, 252, 253, + 254, 255, 256 + ] + }, + { + "dims": [32], + "type": "float32", + "data": [ + 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, + 29, 30, 31 + ] + }, + { + "dims": [32], + "type": "uint8", + "data": [ + 128, 128, 128, 128, 128, 128, 128, 128, 128, 128, 128, 128, 128, 128, 128, 128, 128, 128, 128, 128, 128, + 128, 128, 128, 128, 128, 128, 128, 128, 128, 128, 128 + ] + } + ], + "outputs": [ + { + "dims": [32, 32], + "type": "float32", + "data": [ + 0, 660, 888, 2196, 2064, 4020, 3528, 6132, 5280, 8532, 7320, 11220, 9648, 14196, 12264, 17460, 15136, + 21012, 18360, 24852, 21840, 28980, 25608, 33396, 29664, 38100, 34008, 43092, 38640, 48372, 43560, 46004, + 0, 2020, 2296, 6660, 5392, 12100, 9288, 18340, 13984, 25380, 19480, 33220, 25776, 41860, 32872, 51300, + 42016, 61540, 49464, 72580, 58960, 84420, 69256, 97060, 80352, 110500, 92248, 124740, 104944, 139780, + 118440, 139748, 0, 3380, 3704, 11124, 8720, 20180, 15048, 30548, 22688, 42228, 31640, 55220, 41904, 69524, + 53480, 85140, 68896, 102068, 80568, 120308, 96080, 139860, 112904, 160724, 131040, 182900, 150488, 206388, + 171248, 231188, 193320, 233492, 0, 4740, 5112, 15588, 12048, 28260, 20808, 42756, 31392, 59076, 43800, + 77220, 58032, 97188, 74088, 118980, 95776, 142596, 111672, 168036, 133200, 195300, 156552, 224388, 181728, + 255300, 208728, 288036, 237552, 322596, 268200, 327236, 0, 6100, 6520, 20052, 15376, 36340, 26568, 54964, + 40096, 75924, 55960, 99220, 74160, 124852, 94696, 152820, 122656, 183124, 142776, 215764, 170320, 250740, + 200200, 288052, 232416, 327700, 266968, 369684, 303856, 414004, 343080, 420980, 0, 7460, 7928, 24516, + 18704, 44420, 32328, 67172, 48800, 92772, 68120, 121220, 90288, 152516, 115304, 186660, 149536, 223652, + 173880, 263492, 207440, 306180, 243848, 351716, 283104, 400100, 325208, 451332, 370160, 505412, 417960, + 514724, 0, 8820, 9336, 28980, 22032, 52500, 38088, 79380, 57504, 109620, 80280, 143220, 106416, 180180, + 135912, 220500, 176416, 264180, 204984, 311220, 244560, 361620, 287496, 415380, 333792, 472500, 383448, + 532980, 436464, 596820, 492840, 608468, 0, 10180, 10744, 33444, 25360, 60580, 43848, 91588, 66208, 126468, + 92440, 165220, 122544, 207844, 156520, 254340, 203296, 304708, 236088, 358948, 281680, 417060, 331144, + 479044, 384480, 544900, 441688, 614628, 502768, 688228, 567720, 702212, 0, 11540, 12152, 37908, 28688, + 68660, 49608, 103796, 74912, 143316, 104600, 187220, 138672, 235508, 177128, 288180, 230176, 345236, + 267192, 406676, 318800, 472500, 374792, 542708, 435168, 617300, 499928, 696276, 569072, 779636, 642600, + 795956, 0, 12900, 13560, 42372, 32016, 76740, 55368, 116004, 83616, 160164, 116760, 209220, 154800, + 263172, 197736, 322020, 257056, 385764, 298296, 454404, 355920, 527940, 418440, 606372, 485856, 689700, + 558168, 777924, 635376, 871044, 717480, 889700, 0, 14260, 14968, 46836, 35344, 84820, 61128, 128212, + 92320, 177012, 128920, 231220, 170928, 290836, 218344, 355860, 283936, 426292, 329400, 502132, 393040, + 583380, 462088, 670036, 536544, 762100, 616408, 859572, 701680, 962452, 792360, 983444, 0, 15620, 16376, + 51300, 38672, 92900, 66888, 140420, 101024, 193860, 141080, 253220, 187056, 318500, 238952, 389700, + 310816, 466820, 360504, 549860, 430160, 638820, 505736, 733700, 587232, 834500, 674648, 941220, 767984, + 1053860, 867240, 1077188, 0, 16980, 17784, 55764, 42000, 100980, 72648, 152628, 109728, 210708, 153240, + 275220, 203184, 346164, 259560, 423540, 337696, 507348, 391608, 597588, 467280, 694260, 549384, 797364, + 637920, 906900, 732888, 1022868, 834288, 1145268, 942120, 1170932, 0, 18340, 19192, 60228, 45328, 109060, + 78408, 164836, 118432, 227556, 165400, 297220, 219312, 373828, 280168, 457380, 364576, 547876, 422712, + 645316, 504400, 749700, 593032, 861028, 688608, 979300, 791128, 1104516, 900592, 1236676, 1017000, + 1264676, 0, 19700, 20600, 64692, 48656, 117140, 84168, 177044, 127136, 244404, 177560, 319220, 235440, + 401492, 300776, 491220, 391456, 588404, 453816, 693044, 541520, 805140, 636680, 924692, 739296, 1051700, + 849368, 1186164, 966896, 1328084, 1091880, 1358420, 0, 21060, 22008, 69156, 51984, 125220, 89928, 189252, + 135840, 261252, 189720, 341220, 251568, 429156, 321384, 525060, 418336, 628932, 484920, 740772, 578640, + 860580, 680328, 988356, 789984, 1124100, 907608, 1267812, 1033200, 1419492, 1166760, 1452164, 0, 22420, + 23416, 73620, 55312, 133300, 95688, 201460, 144544, 278100, 201880, 363220, 267696, 456820, 341992, + 558900, 445216, 669460, 516024, 788500, 615760, 916020, 723976, 1052020, 840672, 1196500, 965848, 1349460, + 1099504, 1510900, 1241640, 1545908, 0, 23780, 24824, 78084, 58640, 141380, 101448, 213668, 153248, 294948, + 214040, 385220, 283824, 484484, 362600, 592740, 472096, 709988, 547128, 836228, 652880, 971460, 767624, + 1115684, 891360, 1268900, 1024088, 1431108, 1165808, 1602308, 1316520, 1639652, 0, 25140, 26232, 82548, + 61968, 149460, 107208, 225876, 161952, 311796, 226200, 407220, 299952, 512148, 383208, 626580, 498976, + 750516, 578232, 883956, 690000, 1026900, 811272, 1179348, 942048, 1341300, 1082328, 1512756, 1232112, + 1693716, 1391400, 1733396, 0, 26500, 27640, 87012, 65296, 157540, 112968, 238084, 170656, 328644, 238360, + 429220, 316080, 539812, 403816, 660420, 525856, 791044, 609336, 931684, 727120, 1082340, 854920, 1243012, + 992736, 1413700, 1140568, 1594404, 1298416, 1785124, 1466280, 1827140, 0, 27860, 29048, 91476, 68624, + 165620, 118728, 250292, 179360, 345492, 250520, 451220, 332208, 567476, 424424, 694260, 552736, 831572, + 640440, 979412, 764240, 1137780, 898568, 1306676, 1043424, 1486100, 1198808, 1676052, 1364720, 1876532, + 1541160, 1920884, 0, 29220, 30456, 95940, 71952, 173700, 124488, 262500, 188064, 362340, 262680, 473220, + 348336, 595140, 445032, 728100, 579616, 872100, 671544, 1027140, 801360, 1193220, 942216, 1370340, + 1094112, 1558500, 1257048, 1757700, 1431024, 1967940, 1616040, 2014628, 0, 30580, 31864, 100404, 75280, + 181780, 130248, 274708, 196768, 379188, 274840, 495220, 364464, 622804, 465640, 761940, 606496, 912628, + 702648, 1074868, 838480, 1248660, 985864, 1434004, 1144800, 1630900, 1315288, 1839348, 1497328, 2059348, + 1690920, 2108372, 0, 31940, 33272, 104868, 78608, 189860, 136008, 286916, 205472, 396036, 287000, 517220, + 380592, 650468, 486248, 795780, 633376, 953156, 733752, 1122596, 875600, 1304100, 1029512, 1497668, + 1195488, 1703300, 1373528, 1920996, 1563632, 2150756, 1765800, 2202116, 0, 33300, 34680, 109332, 81936, + 197940, 141768, 299124, 214176, 412884, 299160, 539220, 396720, 678132, 506856, 829620, 660256, 993684, + 764856, 1170324, 912720, 1359540, 1073160, 1561332, 1246176, 1775700, 1431768, 2002644, 1629936, 2242164, + 1840680, 2295860, 0, 34660, 36088, 113796, 85264, 206020, 147528, 311332, 222880, 429732, 311320, 561220, + 412848, 705796, 527464, 863460, 687136, 1034212, 795960, 1218052, 949840, 1414980, 1116808, 1624996, + 1296864, 1848100, 1490008, 2084292, 1696240, 2333572, 1915560, 2389604, 0, 36020, 37496, 118260, 88592, + 214100, 153288, 323540, 231584, 446580, 323480, 583220, 428976, 733460, 548072, 897300, 714016, 1074740, + 827064, 1265780, 986960, 1470420, 1160456, 1688660, 1347552, 1920500, 1548248, 2165940, 1762544, 2424980, + 1990440, 2483348, 0, 37380, 38904, 122724, 91920, 222180, 159048, 335748, 240288, 463428, 335640, 605220, + 445104, 761124, 568680, 931140, 740896, 1115268, 858168, 1313508, 1024080, 1525860, 1204104, 1752324, + 1398240, 1992900, 1606488, 2247588, 1828848, 2516388, 2065320, 2577092, 0, 38740, 40312, 127188, 95248, + 230260, 164808, 347956, 248992, 480276, 347800, 627220, 461232, 788788, 589288, 964980, 767776, 1155796, + 889272, 1361236, 1061200, 1581300, 1247752, 1815988, 1448928, 2065300, 1664728, 2329236, 1895152, 2607796, + 2140200, 2670836, 0, 40100, 41720, 131652, 98576, 238340, 170568, 360164, 257696, 497124, 359960, 649220, + 477360, 816452, 609896, 998820, 794656, 1196324, 920376, 1408964, 1098320, 1636740, 1291400, 1879652, + 1499616, 2137700, 1722968, 2410884, 1961456, 2699204, 2215080, 2764580, 0, 41460, 43128, 136116, 101904, + 246420, 176328, 372372, 266400, 513972, 372120, 671220, 493488, 844116, 630504, 1032660, 821536, 1236852, + 951480, 1456692, 1135440, 1692180, 1335048, 1943316, 1550304, 2210100, 1781208, 2492532, 2027760, 2790612, + 2289960, 2858324, 0, 42820, 44536, 140580, 105232, 254500, 182088, 384580, 275104, 530820, 384280, 693220, + 509616, 871780, 651112, 1066500, 848416, 1277380, 982584, 1504420, 1172560, 1747620, 1378696, 2006980, + 1600992, 2282500, 1839448, 2574180, 2094064, 2882020, 2364840, 2952068 + ] + } + ] + } + ] + }, + { + "name": "MatMulNBits; K=32, N=16, block_size=16, bits=4", + "operator": "MatMulNBits", + "opset": { "domain": "com.microsoft", "version": 1 }, + "attributes": [ + { "name": "K", "data": 32, "type": "int" }, + { "name": "N", "data": 16, "type": "int" }, + { "name": "block_size", "data": 16, "type": "int" }, + { "name": "bits", "data": 4, "type": "int" } + ], + "cases": [ + { + "name": "MatMulNBits; K=32, N=16, block_size=16, bits=4; symmetric", + "inputs": [ + { + "data": [ + 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, + 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, + 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, + 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, + 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, + 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 147, 148, + 149, 150, 151, 152, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168, 169, + 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, + 191, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 211, + 212, 213, 214, 215, 216, 217, 218, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 229, 230, 231, 232, + 233, 234, 235, 236, 237, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 250, 251, 252, 253, + 254, 255, 256, 257, 258, 259, 260, 261, 262, 263, 264, 265, 266, 267, 268, 269, 270, 271, 272, 273, 274, + 275, 276, 277, 278, 279, 280, 281, 282, 283, 284, 285, 286, 287, 288, 289, 290, 291, 292, 293, 294, 295, + 296, 297, 298, 299, 300, 301, 302, 303, 304, 305, 306, 307, 308, 309, 310, 311, 312, 313, 314, 315, 316, + 317, 318, 319, 320, 321, 322, 323, 324, 325, 326, 327, 328, 329, 330, 331, 332, 333, 334, 335, 336, 337, + 338, 339, 340, 341, 342, 343, 344, 345, 346, 347, 348, 349, 350, 351, 352, 353, 354, 355, 356, 357, 358, + 359, 360, 361, 362, 363, 364, 365, 366, 367, 368, 369, 370, 371, 372, 373, 374, 375, 376, 377, 378, 379, + 380, 381, 382, 383, 384, 385, 386, 387, 388, 389, 390, 391, 392, 393, 394, 395, 396, 397, 398, 399, 400, + 401, 402, 403, 404, 405, 406, 407, 408, 409, 410, 411, 412, 413, 414, 415, 416, 417, 418, 419, 420, 421, + 422, 423, 424, 425, 426, 427, 428, 429, 430, 431, 432, 433, 434, 435, 436, 437, 438, 439, 440, 441, 442, + 443, 444, 445, 446, 447, 448, 449, 450, 451, 452, 453, 454, 455, 456, 457, 458, 459, 460, 461, 462, 463, + 464, 465, 466, 467, 468, 469, 470, 471, 472, 473, 474, 475, 476, 477, 478, 479, 480, 481, 482, 483, 484, + 485, 486, 487, 488, 489, 490, 491, 492, 493, 494, 495, 496, 497, 498, 499, 500, 501, 502, 503, 504, 505, + 506, 507, 508, 509, 510, 511, 512 + ], + "dims": [16, 32], + "type": "float32" + }, + { + "dims": [16, 2, 8], + "type": "uint8", + "data": [ + 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, + 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, + 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, + 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, + 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, + 128, 29, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 147, 148, + 149, 150, 151, 152, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168, 169, + 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, + 191, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 211, + 212, 213, 214, 215, 216, 217, 218, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 229, 230, 231, 232, + 233, 234, 235, 236, 237, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 250, 251, 252, 253, + 254, 255, 256 + ] + }, + { + "dims": [32], + "type": "float32", + "data": [ + 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, + 29, 30, 31 + ] + } + ], + "outputs": [ + { + "dims": [16, 16], + "type": "float32", + "data": [ + -1116, -4036, -5868, -6612, -6268, -4836, -2316, 1292, 5956, 11772, 18644, 26604, 35652, 45788, 57012, + 53452, -2492, -12772, -19916, -23924, -24796, -22532, -17132, -8596, 5604, 17884, 35828, 56908, 81124, + 108476, 138964, 140844, -3868, -21508, -33964, -41236, -43324, -40228, -31948, -18484, 5252, 23996, 53012, + 87212, 126596, 171164, 220916, 228236, -5244, -30244, -48012, -58548, -61852, -57924, -46764, -28372, + 4900, 30108, 70196, 117516, 172068, 233852, 302868, 315628, -6620, -38980, -62060, -75860, -80380, -75620, + -61580, -38260, 4548, 36220, 87380, 147820, 217540, 296540, 384820, 403020, -7996, -47716, -76108, -93172, + -98908, -93316, -76396, -48148, 4196, 42332, 104564, 178124, 263012, 359228, 466772, 490412, -9372, + -56452, -90156, -110484, -117436, -111012, -91212, -58036, 3844, 48444, 121748, 208428, 308484, 421916, + 548724, 577804, -10748, -65188, -104204, -127796, -135964, -128708, -106028, -67924, 3492, 54556, 138932, + 238732, 353956, 484604, 630676, 665196, -12124, -73924, -118252, -145108, -154492, -146404, -120844, + -77812, 3140, 60668, 156116, 269036, 399428, 547292, 712628, 752588, -13500, -82660, -132300, -162420, + -173020, -164100, -135660, -87700, 2788, 66780, 173300, 299340, 444900, 609980, 794580, 839980, -14876, + -91396, -146348, -179732, -191548, -181796, -150476, -97588, 2436, 72892, 190484, 329644, 490372, 672668, + 876532, 927372, -16252, -100132, -160396, -197044, -210076, -199492, -165292, -107476, 2084, 79004, + 207668, 359948, 535844, 735356, 958484, 1014764, -17628, -108868, -174444, -214356, -228604, -217188, + -180108, -117364, 1732, 85116, 224852, 390252, 581316, 798044, 1040436, 1102156, -19004, -117604, -188492, + -231668, -247132, -234884, -194924, -127252, 1380, 91228, 242036, 420556, 626788, 860732, 1122388, + 1189548, -20380, -126340, -202540, -248980, -265660, -252580, -209740, -137140, 1028, 97340, 259220, + 450860, 672260, 923420, 1204340, 1276940, -21756, -135076, -216588, -266292, -284188, -270276, -224556, + -147028, 676, 103452, 276404, 481164, 717732, 986108, 1286292, 1364332 + ] + } + ] + } + ] + }, + { + "name": "MatMulNBits; K=32, N=16, block_size=16, bits=4", + "operator": "MatMulNBits", + "opset": { "domain": "com.microsoft", "version": 1 }, + "attributes": [ + { "name": "K", "data": 32, "type": "int" }, + { "name": "N", "data": 16, "type": "int" }, + { "name": "block_size", "data": 16, "type": "int" }, + { "name": "bits", "data": 4, "type": "int" } + ], + "cases": [ + { + "name": "MatMulNBits; K=32, N=16, block_size=16, bits=4; asymmetric", + "inputs": [ + { + "data": [ + 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, + 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, + 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, + 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, + 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, + 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 147, 148, + 149, 150, 151, 152, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168, 169, + 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, + 191, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 211, + 212, 213, 214, 215, 216, 217, 218, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 229, 230, 231, 232, + 233, 234, 235, 236, 237, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 250, 251, 252, 253, + 254, 255, 256, 257, 258, 259, 260, 261, 262, 263, 264, 265, 266, 267, 268, 269, 270, 271, 272, 273, 274, + 275, 276, 277, 278, 279, 280, 281, 282, 283, 284, 285, 286, 287, 288, 289, 290, 291, 292, 293, 294, 295, + 296, 297, 298, 299, 300, 301, 302, 303, 304, 305, 306, 307, 308, 309, 310, 311, 312, 313, 314, 315, 316, + 317, 318, 319, 320, 321, 322, 323, 324, 325, 326, 327, 328, 329, 330, 331, 332, 333, 334, 335, 336, 337, + 338, 339, 340, 341, 342, 343, 344, 345, 346, 347, 348, 349, 350, 351, 352, 353, 354, 355, 356, 357, 358, + 359, 360, 361, 362, 363, 364, 365, 366, 367, 368, 369, 370, 371, 372, 373, 374, 375, 376, 377, 378, 379, + 380, 381, 382, 383, 384, 385, 386, 387, 388, 389, 390, 391, 392, 393, 394, 395, 396, 397, 398, 399, 400, + 401, 402, 403, 404, 405, 406, 407, 408, 409, 410, 411, 412, 413, 414, 415, 416, 417, 418, 419, 420, 421, + 422, 423, 424, 425, 426, 427, 428, 429, 430, 431, 432, 433, 434, 435, 436, 437, 438, 439, 440, 441, 442, + 443, 444, 445, 446, 447, 448, 449, 450, 451, 452, 453, 454, 455, 456, 457, 458, 459, 460, 461, 462, 463, + 464, 465, 466, 467, 468, 469, 470, 471, 472, 473, 474, 475, 476, 477, 478, 479, 480, 481, 482, 483, 484, + 485, 486, 487, 488, 489, 490, 491, 492, 493, 494, 495, 496, 497, 498, 499, 500, 501, 502, 503, 504, 505, + 506, 507, 508, 509, 510, 511, 512 + ], + "dims": [16, 32], + "type": "float32" + }, + { + "dims": [16, 2, 8], + "type": "uint8", + "data": [ + 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, + 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, + 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, + 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, + 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, + 128, 29, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 147, 148, + 149, 150, 151, 152, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168, 169, + 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, + 191, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 211, + 212, 213, 214, 215, 216, 217, 218, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 229, 230, 231, 232, + 233, 234, 235, 236, 237, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 250, 251, 252, 253, + 254, 255, 256 + ] + }, + { + "dims": [32], + "type": "float32", + "data": [ + 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, + 29, 30, 31 + ] + }, + { + "dims": [16], + "type": "uint8", + "data": [128, 128, 128, 128, 128, 128, 128, 128, 128, 128, 128, 128, 128, 128, 128, 128] + } + ], + "outputs": [ + { + "dims": [16, 16], + "type": "float32", + "data": [ + -1116, -1860, -1516, -84, 2436, 6044, 10740, 16524, 23364, 31356, 40404, 50540, 61764, 74076, 87476, + 86092, -2492, -2404, 820, 7180, 16676, 29308, 45076, 63980, 88548, 111196, 139508, 170956, 205540, 243260, + 284116, 296364, -3868, -2948, 3156, 14444, 30916, 52572, 79412, 111436, 153732, 191036, 238612, 291372, + 349316, 412444, 480756, 506636, -5244, -3492, 5492, 21708, 45156, 75836, 113748, 158892, 218916, 270876, + 337716, 411788, 493092, 581628, 677396, 716908, -6620, -4036, 7828, 28972, 59396, 99100, 148084, 206348, + 284100, 350716, 436820, 532204, 636868, 750812, 874036, 927180, -7996, -4580, 10164, 36236, 73636, 122364, + 182420, 253804, 349284, 430556, 535924, 652620, 780644, 919996, 1070676, 1137452, -9372, -5124, 12500, + 43500, 87876, 145628, 216756, 301260, 414468, 510396, 635028, 773036, 924420, 1089180, 1267316, 1347724, + -10748, -5668, 14836, 50764, 102116, 168892, 251092, 348716, 479652, 590236, 734132, 893452, 1068196, + 1258364, 1463956, 1557996, -12124, -6212, 17172, 58028, 116356, 192156, 285428, 396172, 544836, 670076, + 833236, 1013868, 1211972, 1427548, 1660596, 1768268, -13500, -6756, 19508, 65292, 130596, 215420, 319764, + 443628, 610020, 749916, 932340, 1134284, 1355748, 1596732, 1857236, 1978540, -14876, -7300, 21844, 72556, + 144836, 238684, 354100, 491084, 675204, 829756, 1031444, 1254700, 1499524, 1765916, 2053876, 2188812, + -16252, -7844, 24180, 79820, 159076, 261948, 388436, 538540, 740388, 909596, 1130548, 1375116, 1643300, + 1935100, 2250516, 2399084, -17628, -8388, 26516, 87084, 173316, 285212, 422772, 585996, 805572, 989436, + 1229652, 1495532, 1787076, 2104284, 2447156, 2609356, -19004, -8932, 28852, 94348, 187556, 308476, 457108, + 633452, 870756, 1069276, 1328756, 1615948, 1930852, 2273468, 2643796, 2819628, -20380, -9476, 31188, + 101612, 201796, 331740, 491444, 680908, 935940, 1149116, 1427860, 1736364, 2074628, 2442652, 2840436, + 3029900, -21756, -10020, 33524, 108876, 216036, 355004, 525780, 728364, 1001124, 1228956, 1526964, + 1856780, 2218404, 2611836, 3037076, 3240172 + ] + } + ] + } + ] + }, + { + "name": "MatMulNBits; K=32, N=32, block_size=16, bits=4", + "operator": "MatMulNBits", + "opset": { "domain": "com.microsoft", "version": 1 }, + "attributes": [ + { "name": "K", "data": 32, "type": "int" }, + { "name": "N", "data": 32, "type": "int" }, + { "name": "block_size", "data": 16, "type": "int" }, + { "name": "bits", "data": 4, "type": "int" } + ], + "cases": [ + { + "name": "MatMulNBits; K=32, N=32, block_size=16, bits=4; symmetric", + "inputs": [ + { + "data": [ + 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, + 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, + 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, + 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, + 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, + 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 147, 148, + 149, 150, 151, 152, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168, 169, + 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, + 191, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 211, + 212, 213, 214, 215, 216, 217, 218, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 229, 230, 231, 232, + 233, 234, 235, 236, 237, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 250, 251, 252, 253, + 254, 255, 256, 257, 258, 259, 260, 261, 262, 263, 264, 265, 266, 267, 268, 269, 270, 271, 272, 273, 274, + 275, 276, 277, 278, 279, 280, 281, 282, 283, 284, 285, 286, 287, 288, 289, 290, 291, 292, 293, 294, 295, + 296, 297, 298, 299, 300, 301, 302, 303, 304, 305, 306, 307, 308, 309, 310, 311, 312, 313, 314, 315, 316, + 317, 318, 319, 320, 321, 322, 323, 324, 325, 326, 327, 328, 329, 330, 331, 332, 333, 334, 335, 336, 337, + 338, 339, 340, 341, 342, 343, 344, 345, 346, 347, 348, 349, 350, 351, 352, 353, 354, 355, 356, 357, 358, + 359, 360, 361, 362, 363, 364, 365, 366, 367, 368, 369, 370, 371, 372, 373, 374, 375, 376, 377, 378, 379, + 380, 381, 382, 383, 384, 385, 386, 387, 388, 389, 390, 391, 392, 393, 394, 395, 396, 397, 398, 399, 400, + 401, 402, 403, 404, 405, 406, 407, 408, 409, 410, 411, 412, 413, 414, 415, 416, 417, 418, 419, 420, 421, + 422, 423, 424, 425, 426, 427, 428, 429, 430, 431, 432, 433, 434, 435, 436, 437, 438, 439, 440, 441, 442, + 443, 444, 445, 446, 447, 448, 449, 450, 451, 452, 453, 454, 455, 456, 457, 458, 459, 460, 461, 462, 463, + 464, 465, 466, 467, 468, 469, 470, 471, 472, 473, 474, 475, 476, 477, 478, 479, 480, 481, 482, 483, 484, + 485, 486, 487, 488, 489, 490, 491, 492, 493, 494, 495, 496, 497, 498, 499, 500, 501, 502, 503, 504, 505, + 506, 507, 508, 509, 510, 511, 512, 513, 514, 515, 516, 517, 518, 519, 520, 521, 522, 523, 524, 525, 526, + 527, 528, 529, 530, 531, 532, 533, 534, 535, 536, 537, 538, 539, 540, 541, 542, 543, 544, 545, 546, 547, + 548, 549, 550, 551, 552, 553, 554, 555, 556, 557, 558, 559, 560, 561, 562, 563, 564, 565, 566, 567, 568, + 569, 570, 571, 572, 573, 574, 575, 576, 577, 578, 579, 580, 581, 582, 583, 584, 585, 586, 587, 588, 589, + 590, 591, 592, 593, 594, 595, 596, 597, 598, 599, 600, 601, 602, 603, 604, 605, 606, 607, 608, 609, 610, + 611, 612, 613, 614, 615, 616, 617, 618, 619, 620, 621, 622, 623, 624, 625, 626, 627, 628, 629, 630, 631, + 632, 633, 634, 635, 636, 637, 638, 639, 640, 641, 642, 643, 644, 645, 646, 647, 648, 649, 650, 651, 652, + 653, 654, 655, 656, 657, 658, 659, 660, 661, 662, 663, 664, 665, 666, 667, 668, 669, 670, 671, 672, 673, + 674, 675, 676, 677, 678, 679, 680, 681, 682, 683, 684, 685, 686, 687, 688, 689, 690, 691, 692, 693, 694, + 695, 696, 697, 698, 699, 700, 701, 702, 703, 704, 705, 706, 707, 708, 709, 710, 711, 712, 713, 714, 715, + 716, 717, 718, 719, 720, 721, 722, 723, 724, 725, 726, 727, 728, 729, 730, 731, 732, 733, 734, 735, 736, + 737, 738, 739, 740, 741, 742, 743, 744, 745, 746, 747, 748, 749, 750, 751, 752, 753, 754, 755, 756, 757, + 758, 759, 760, 761, 762, 763, 764, 765, 766, 767, 768, 769, 770, 771, 772, 773, 774, 775, 776, 777, 778, + 779, 780, 781, 782, 783, 784, 785, 786, 787, 788, 789, 790, 791, 792, 793, 794, 795, 796, 797, 798, 799, + 800, 801, 802, 803, 804, 805, 806, 807, 808, 809, 810, 811, 812, 813, 814, 815, 816, 817, 818, 819, 820, + 821, 822, 823, 824, 825, 826, 827, 828, 829, 830, 831, 832, 833, 834, 835, 836, 837, 838, 839, 840, 841, + 842, 843, 844, 845, 846, 847, 848, 849, 850, 851, 852, 853, 854, 855, 856, 857, 858, 859, 860, 861, 862, + 863, 864, 865, 866, 867, 868, 869, 870, 871, 872, 873, 874, 875, 876, 877, 878, 879, 880, 881, 882, 883, + 884, 885, 886, 887, 888, 889, 890, 891, 892, 893, 894, 895, 896, 897, 898, 899, 900, 901, 902, 903, 904, + 905, 906, 907, 908, 909, 910, 911, 912, 913, 914, 915, 916, 917, 918, 919, 920, 921, 922, 923, 924, 925, + 926, 927, 928, 929, 930, 931, 932, 933, 934, 935, 936, 937, 938, 939, 940, 941, 942, 943, 944, 945, 946, + 947, 948, 949, 950, 951, 952, 953, 954, 955, 956, 957, 958, 959, 960, 961, 962, 963, 964, 965, 966, 967, + 968, 969, 970, 971, 972, 973, 974, 975, 976, 977, 978, 979, 980, 981, 982, 983, 984, 985, 986, 987, 988, + 989, 990, 991, 992, 993, 994, 995, 996, 997, 998, 999, 1000, 1001, 1002, 1003, 1004, 1005, 1006, 1007, + 1008, 1009, 1010, 1011, 1012, 1013, 1014, 1015, 1016, 1017, 1018, 1019, 1020, 1021, 1022, 1023, 1024 + ], + "dims": [32, 32], + "type": "float32" + }, + { + "dims": [32, 2, 8], + "type": "uint8", + "data": [ + 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, + 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, + 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, + 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, + 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, + 128, 29, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 147, 148, + 149, 150, 151, 152, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168, 169, + 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, + 191, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 211, + 212, 213, 214, 215, 216, 217, 218, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 229, 230, 231, 232, + 233, 234, 235, 236, 237, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 250, 251, 252, 253, + 254, 255, 256, 257, 258, 259, 260, 261, 262, 263, 264, 265, 266, 267, 268, 269, 270, 271, 272, 273, 274, + 275, 276, 277, 278, 279, 280, 281, 282, 283, 284, 285, 286, 287, 288, 289, 290, 291, 292, 293, 294, 295, + 296, 297, 298, 299, 300, 301, 302, 303, 304, 305, 306, 307, 308, 309, 310, 311, 312, 313, 314, 315, 316, + 317, 318, 319, 320, 321, 322, 323, 324, 325, 326, 327, 328, 329, 330, 331, 332, 333, 334, 335, 336, 337, + 338, 339, 340, 341, 342, 343, 344, 345, 346, 347, 348, 349, 350, 351, 352, 353, 354, 355, 356, 357, 358, + 359, 360, 361, 362, 363, 364, 365, 366, 367, 368, 369, 370, 371, 372, 373, 374, 375, 376, 377, 378, 379, + 380, 381, 382, 383, 384, 385, 386, 387, 388, 389, 390, 391, 392, 393, 394, 395, 396, 397, 398, 399, 400, + 401, 402, 403, 404, 405, 406, 407, 408, 409, 410, 411, 412, 413, 414, 415, 416, 417, 418, 419, 420, 421, + 422, 423, 424, 425, 426, 427, 428, 429, 430, 431, 432, 433, 434, 435, 436, 437, 438, 439, 440, 441, 442, + 443, 444, 445, 446, 447, 448, 449, 450, 451, 452, 453, 454, 455, 456, 457, 458, 459, 460, 461, 462, 463, + 464, 465, 466, 467, 468, 469, 470, 471, 472, 473, 474, 475, 476, 477, 478, 479, 480, 481, 482, 483, 484, + 485, 486, 487, 488, 489, 490, 491, 492, 493, 494, 495, 496, 497, 498, 499, 500, 501, 502, 503, 504, 505, + 506, 507, 508, 509, 510, 511, 512 + ] + }, + { + "dims": [64], + "type": "float32", + "data": [ + 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, + 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, + 55, 56, 57, 58, 59, 60, 61, 62, 63 + ] + } + ], + "outputs": [ + { + "dims": [32, 32], + "type": "float32", + "data": [ + -1116, -4036, -5868, -6612, -6268, -4836, -2316, 1292, 5956, 11772, 18644, 26604, 35652, 45788, 57012, + 53452, -59740, -53956, -47084, -39124, -30076, -19940, -8716, 3596, 16996, 31484, 47060, 63724, 81476, + 100316, 120244, 109004, -2492, -12772, -19916, -23924, -24796, -22532, -17132, -8596, 5604, 17884, 35828, + 56908, 81124, 108476, 138964, 140844, -199356, -184548, -166604, -145524, -121308, -93956, -63468, -29844, + 6916, 46812, 89844, 136012, 185316, 237756, 293332, 287532, -3868, -21508, -33964, -41236, -43324, -40228, + -31948, -18484, 5252, 23996, 53012, 87212, 126596, 171164, 220916, 228236, -338972, -315140, -286124, + -251924, -212540, -167972, -118220, -63284, -3164, 62140, 132628, 208300, 289156, 375196, 466420, 466060, + -5244, -30244, -48012, -58548, -61852, -57924, -46764, -28372, 4900, 30108, 70196, 117516, 172068, 233852, + 302868, 315628, -478588, -445732, -405644, -358324, -303772, -241988, -172972, -96724, -13244, 77468, + 175412, 280588, 392996, 512636, 639508, 644588, -6620, -38980, -62060, -75860, -80380, -75620, -61580, + -38260, 4548, 36220, 87380, 147820, 217540, 296540, 384820, 403020, -618204, -576324, -525164, -464724, + -395004, -316004, -227724, -130164, -23324, 92796, 218196, 352876, 496836, 650076, 812596, 823116, -7996, + -47716, -76108, -93172, -98908, -93316, -76396, -48148, 4196, 42332, 104564, 178124, 263012, 359228, + 466772, 490412, -757820, -706916, -644684, -571124, -486236, -390020, -282476, -163604, -33404, 108124, + 260980, 425164, 600676, 787516, 985684, 1001644, -9372, -56452, -90156, -110484, -117436, -111012, -91212, + -58036, 3844, 48444, 121748, 208428, 308484, 421916, 548724, 577804, -897436, -837508, -764204, -677524, + -577468, -464036, -337228, -197044, -43484, 123452, 303764, 497452, 704516, 924956, 1158772, 1180172, + -10748, -65188, -104204, -127796, -135964, -128708, -106028, -67924, 3492, 54556, 138932, 238732, 353956, + 484604, 630676, 665196, -1037052, -968100, -883724, -783924, -668700, -538052, -391980, -230484, -53564, + 138780, 346548, 569740, 808356, 1062396, 1331860, 1358700, -12124, -73924, -118252, -145108, -154492, + -146404, -120844, -77812, 3140, 60668, 156116, 269036, 399428, 547292, 712628, 752588, -1176668, -1098692, + -1003244, -890324, -759932, -612068, -446732, -263924, -63644, 154108, 389332, 642028, 912196, 1199836, + 1504948, 1537228, -13500, -82660, -132300, -162420, -173020, -164100, -135660, -87700, 2788, 66780, + 173300, 299340, 444900, 609980, 794580, 839980, -1316284, -1229284, -1122764, -996724, -851164, -686084, + -501484, -297364, -73724, 169436, 432116, 714316, 1016036, 1337276, 1678036, 1715756, -14876, -91396, + -146348, -179732, -191548, -181796, -150476, -97588, 2436, 72892, 190484, 329644, 490372, 672668, 876532, + 927372, -1455900, -1359876, -1242284, -1103124, -942396, -760100, -556236, -330804, -83804, 184764, + 474900, 786604, 1119876, 1474716, 1851124, 1894284, -16252, -100132, -160396, -197044, -210076, -199492, + -165292, -107476, 2084, 79004, 207668, 359948, 535844, 735356, 958484, 1014764, -1595516, -1490468, + -1361804, -1209524, -1033628, -834116, -610988, -364244, -93884, 200092, 517684, 858892, 1223716, 1612156, + 2024212, 2072812, -17628, -108868, -174444, -214356, -228604, -217188, -180108, -117364, 1732, 85116, + 224852, 390252, 581316, 798044, 1040436, 1102156, -1735132, -1621060, -1481324, -1315924, -1124860, + -908132, -665740, -397684, -103964, 215420, 560468, 931180, 1327556, 1749596, 2197300, 2251340, -19004, + -117604, -188492, -231668, -247132, -234884, -194924, -127252, 1380, 91228, 242036, 420556, 626788, + 860732, 1122388, 1189548, -1874748, -1751652, -1600844, -1422324, -1216092, -982148, -720492, -431124, + -114044, 230748, 603252, 1003468, 1431396, 1887036, 2370388, 2429868, -20380, -126340, -202540, -248980, + -265660, -252580, -209740, -137140, 1028, 97340, 259220, 450860, 672260, 923420, 1204340, 1276940, + -2014364, -1882244, -1720364, -1528724, -1307324, -1056164, -775244, -464564, -124124, 246076, 646036, + 1075756, 1535236, 2024476, 2543476, 2608396, -21756, -135076, -216588, -266292, -284188, -270276, -224556, + -147028, 676, 103452, 276404, 481164, 717732, 986108, 1286292, 1364332, -2153980, -2012836, -1839884, + -1635124, -1398556, -1130180, -829996, -498004, -134204, 261404, 688820, 1148044, 1639076, 2161916, + 2716564, 2786924, -23132, -143812, -230636, -283604, -302716, -287972, -239372, -156916, 324, 109564, + 293588, 511468, 763204, 1048796, 1368244, 1451724, -2293596, -2143428, -1959404, -1741524, -1489788, + -1204196, -884748, -531444, -144284, 276732, 731604, 1220332, 1742916, 2299356, 2889652, 2965452, -24508, + -152548, -244684, -300916, -321244, -305668, -254188, -166804, -28, 115676, 310772, 541772, 808676, + 1111484, 1450196, 1539116, -2433212, -2274020, -2078924, -1847924, -1581020, -1278212, -939500, -564884, + -154364, 292060, 774388, 1292620, 1846756, 2436796, 3062740, 3143980, -25884, -161284, -258732, -318228, + -339772, -323364, -269004, -176692, -380, 121788, 327956, 572076, 854148, 1174172, 1532148, 1626508, + -2572828, -2404612, -2198444, -1954324, -1672252, -1352228, -994252, -598324, -164444, 307388, 817172, + 1364908, 1950596, 2574236, 3235828, 3322508, -27260, -170020, -272780, -335540, -358300, -341060, -283820, + -186580, -732, 127900, 345140, 602380, 899620, 1236860, 1614100, 1713900, -2712444, -2535204, -2317964, + -2060724, -1763484, -1426244, -1049004, -631764, -174524, 322716, 859956, 1437196, 2054436, 2711676, + 3408916, 3501036, -28636, -178756, -286828, -352852, -376828, -358756, -298636, -196468, -1084, 134012, + 362324, 632684, 945092, 1299548, 1696052, 1801292, -2852060, -2665796, -2437484, -2167124, -1854716, + -1500260, -1103756, -665204, -184604, 338044, 902740, 1509484, 2158276, 2849116, 3582004, 3679564, -30012, + -187492, -300876, -370164, -395356, -376452, -313452, -206356, -1436, 140124, 379508, 662988, 990564, + 1362236, 1778004, 1888684, -2991676, -2796388, -2557004, -2273524, -1945948, -1574276, -1158508, -698644, + -194684, 353372, 945524, 1581772, 2262116, 2986556, 3755092, 3858092, -31388, -196228, -314924, -387476, + -413884, -394148, -328268, -216244, -1788, 146236, 396692, 693292, 1036036, 1424924, 1859956, 1976076, + -3131292, -2926980, -2676524, -2379924, -2037180, -1648292, -1213260, -732084, -204764, 368700, 988308, + 1654060, 2365956, 3123996, 3928180, 4036620, -32764, -204964, -328972, -404788, -432412, -411844, -343084, + -226132, -2140, 152348, 413876, 723596, 1081508, 1487612, 1941908, 2063468, -3270908, -3057572, -2796044, + -2486324, -2128412, -1722308, -1268012, -765524, -214844, 384028, 1031092, 1726348, 2469796, 3261436, + 4101268, 4215148, -34140, -213700, -343020, -422100, -450940, -429540, -357900, -236020, -2492, 158460, + 431060, 753900, 1126980, 1550300, 2023860, 2150860, -3410524, -3188164, -2915564, -2592724, -2219644, + -1796324, -1322764, -798964, -224924, 399356, 1073876, 1798636, 2573636, 3398876, 4274356, 4393676, + -35516, -222436, -357068, -439412, -469468, -447236, -372716, -245908, -2844, 164572, 448244, 784204, + 1172452, 1612988, 2105812, 2238252, -3550140, -3318756, -3035084, -2699124, -2310876, -1870340, -1377516, + -832404, -235004, 414684, 1116660, 1870924, 2677476, 3536316, 4447444, 4572204, -36892, -231172, -371116, + -456724, -487996, -464932, -387532, -255796, -3196, 170684, 465428, 814508, 1217924, 1675676, 2187764, + 2325644, -3689756, -3449348, -3154604, -2805524, -2402108, -1944356, -1432268, -865844, -245084, 430012, + 1159444, 1943212, 2781316, 3673756, 4620532, 4750732, -38268, -239908, -385164, -474036, -506524, -482628, + -402348, -265684, -3548, 176796, 482612, 844812, 1263396, 1738364, 2269716, 2413036, -3829372, -3579940, + -3274124, -2911924, -2493340, -2018372, -1487020, -899284, -255164, 445340, 1202228, 2015500, 2885156, + 3811196, 4793620, 4929260, -39644, -248644, -399212, -491348, -525052, -500324, -417164, -275572, -3900, + 182908, 499796, 875116, 1308868, 1801052, 2351668, 2500428, -3968988, -3710532, -3393644, -3018324, + -2584572, -2092388, -1541772, -932724, -265244, 460668, 1245012, 2087788, 2988996, 3948636, 4966708, + 5107788, -41020, -257380, -413260, -508660, -543580, -518020, -431980, -285460, -4252, 189020, 516980, + 905420, 1354340, 1863740, 2433620, 2587820, -4108604, -3841124, -3513164, -3124724, -2675804, -2166404, + -1596524, -966164, -275324, 475996, 1287796, 2160076, 3092836, 4086076, 5139796, 5286316, -42396, -266116, + -427308, -525972, -562108, -535716, -446796, -295348, -4604, 195132, 534164, 935724, 1399812, 1926428, + 2515572, 2675212, -4248220, -3971716, -3632684, -3231124, -2767036, -2240420, -1651276, -999604, -285404, + 491324, 1330580, 2232364, 3196676, 4223516, 5312884, 5464844, -43772, -274852, -441356, -543284, -580636, + -553412, -461612, -305236, -4956, 201244, 551348, 966028, 1445284, 1989116, 2597524, 2762604, -4387836, + -4102308, -3752204, -3337524, -2858268, -2314436, -1706028, -1033044, -295484, 506652, 1373364, 2304652, + 3300516, 4360956, 5485972, 5643372 + ] + } + ] + } + ] + }, + { + "name": "MatMulNBits; K=32, N=32, block_size=16, bits=4", + "operator": "MatMulNBits", + "opset": { "domain": "com.microsoft", "version": 1 }, + "attributes": [ + { "name": "K", "data": 32, "type": "int" }, + { "name": "N", "data": 32, "type": "int" }, + { "name": "block_size", "data": 16, "type": "int" }, + { "name": "bits", "data": 4, "type": "int" } + ], + "cases": [ + { + "name": "MatMulNBits; K=32, N=32, block_size=16, bits=4; asymmetric", + "inputs": [ + { + "data": [ + 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, + 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, + 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, + 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, + 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, + 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 147, 148, + 149, 150, 151, 152, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168, 169, + 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, + 191, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 211, + 212, 213, 214, 215, 216, 217, 218, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 229, 230, 231, 232, + 233, 234, 235, 236, 237, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 250, 251, 252, 253, + 254, 255, 256, 257, 258, 259, 260, 261, 262, 263, 264, 265, 266, 267, 268, 269, 270, 271, 272, 273, 274, + 275, 276, 277, 278, 279, 280, 281, 282, 283, 284, 285, 286, 287, 288, 289, 290, 291, 292, 293, 294, 295, + 296, 297, 298, 299, 300, 301, 302, 303, 304, 305, 306, 307, 308, 309, 310, 311, 312, 313, 314, 315, 316, + 317, 318, 319, 320, 321, 322, 323, 324, 325, 326, 327, 328, 329, 330, 331, 332, 333, 334, 335, 336, 337, + 338, 339, 340, 341, 342, 343, 344, 345, 346, 347, 348, 349, 350, 351, 352, 353, 354, 355, 356, 357, 358, + 359, 360, 361, 362, 363, 364, 365, 366, 367, 368, 369, 370, 371, 372, 373, 374, 375, 376, 377, 378, 379, + 380, 381, 382, 383, 384, 385, 386, 387, 388, 389, 390, 391, 392, 393, 394, 395, 396, 397, 398, 399, 400, + 401, 402, 403, 404, 405, 406, 407, 408, 409, 410, 411, 412, 413, 414, 415, 416, 417, 418, 419, 420, 421, + 422, 423, 424, 425, 426, 427, 428, 429, 430, 431, 432, 433, 434, 435, 436, 437, 438, 439, 440, 441, 442, + 443, 444, 445, 446, 447, 448, 449, 450, 451, 452, 453, 454, 455, 456, 457, 458, 459, 460, 461, 462, 463, + 464, 465, 466, 467, 468, 469, 470, 471, 472, 473, 474, 475, 476, 477, 478, 479, 480, 481, 482, 483, 484, + 485, 486, 487, 488, 489, 490, 491, 492, 493, 494, 495, 496, 497, 498, 499, 500, 501, 502, 503, 504, 505, + 506, 507, 508, 509, 510, 511, 512, 513, 514, 515, 516, 517, 518, 519, 520, 521, 522, 523, 524, 525, 526, + 527, 528, 529, 530, 531, 532, 533, 534, 535, 536, 537, 538, 539, 540, 541, 542, 543, 544, 545, 546, 547, + 548, 549, 550, 551, 552, 553, 554, 555, 556, 557, 558, 559, 560, 561, 562, 563, 564, 565, 566, 567, 568, + 569, 570, 571, 572, 573, 574, 575, 576, 577, 578, 579, 580, 581, 582, 583, 584, 585, 586, 587, 588, 589, + 590, 591, 592, 593, 594, 595, 596, 597, 598, 599, 600, 601, 602, 603, 604, 605, 606, 607, 608, 609, 610, + 611, 612, 613, 614, 615, 616, 617, 618, 619, 620, 621, 622, 623, 624, 625, 626, 627, 628, 629, 630, 631, + 632, 633, 634, 635, 636, 637, 638, 639, 640, 641, 642, 643, 644, 645, 646, 647, 648, 649, 650, 651, 652, + 653, 654, 655, 656, 657, 658, 659, 660, 661, 662, 663, 664, 665, 666, 667, 668, 669, 670, 671, 672, 673, + 674, 675, 676, 677, 678, 679, 680, 681, 682, 683, 684, 685, 686, 687, 688, 689, 690, 691, 692, 693, 694, + 695, 696, 697, 698, 699, 700, 701, 702, 703, 704, 705, 706, 707, 708, 709, 710, 711, 712, 713, 714, 715, + 716, 717, 718, 719, 720, 721, 722, 723, 724, 725, 726, 727, 728, 729, 730, 731, 732, 733, 734, 735, 736, + 737, 738, 739, 740, 741, 742, 743, 744, 745, 746, 747, 748, 749, 750, 751, 752, 753, 754, 755, 756, 757, + 758, 759, 760, 761, 762, 763, 764, 765, 766, 767, 768, 769, 770, 771, 772, 773, 774, 775, 776, 777, 778, + 779, 780, 781, 782, 783, 784, 785, 786, 787, 788, 789, 790, 791, 792, 793, 794, 795, 796, 797, 798, 799, + 800, 801, 802, 803, 804, 805, 806, 807, 808, 809, 810, 811, 812, 813, 814, 815, 816, 817, 818, 819, 820, + 821, 822, 823, 824, 825, 826, 827, 828, 829, 830, 831, 832, 833, 834, 835, 836, 837, 838, 839, 840, 841, + 842, 843, 844, 845, 846, 847, 848, 849, 850, 851, 852, 853, 854, 855, 856, 857, 858, 859, 860, 861, 862, + 863, 864, 865, 866, 867, 868, 869, 870, 871, 872, 873, 874, 875, 876, 877, 878, 879, 880, 881, 882, 883, + 884, 885, 886, 887, 888, 889, 890, 891, 892, 893, 894, 895, 896, 897, 898, 899, 900, 901, 902, 903, 904, + 905, 906, 907, 908, 909, 910, 911, 912, 913, 914, 915, 916, 917, 918, 919, 920, 921, 922, 923, 924, 925, + 926, 927, 928, 929, 930, 931, 932, 933, 934, 935, 936, 937, 938, 939, 940, 941, 942, 943, 944, 945, 946, + 947, 948, 949, 950, 951, 952, 953, 954, 955, 956, 957, 958, 959, 960, 961, 962, 963, 964, 965, 966, 967, + 968, 969, 970, 971, 972, 973, 974, 975, 976, 977, 978, 979, 980, 981, 982, 983, 984, 985, 986, 987, 988, + 989, 990, 991, 992, 993, 994, 995, 996, 997, 998, 999, 1000, 1001, 1002, 1003, 1004, 1005, 1006, 1007, + 1008, 1009, 1010, 1011, 1012, 1013, 1014, 1015, 1016, 1017, 1018, 1019, 1020, 1021, 1022, 1023, 1024 + ], + "dims": [32, 32], + "type": "float32" + }, + { + "dims": [32, 2, 8], + "type": "uint8", + "data": [ + 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, + 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, + 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, + 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, + 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, + 128, 29, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 147, 148, + 149, 150, 151, 152, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168, 169, + 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, + 191, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 211, + 212, 213, 214, 215, 216, 217, 218, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 229, 230, 231, 232, + 233, 234, 235, 236, 237, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 250, 251, 252, 253, + 254, 255, 256, 257, 258, 259, 260, 261, 262, 263, 264, 265, 266, 267, 268, 269, 270, 271, 272, 273, 274, + 275, 276, 277, 278, 279, 280, 281, 282, 283, 284, 285, 286, 287, 288, 289, 290, 291, 292, 293, 294, 295, + 296, 297, 298, 299, 300, 301, 302, 303, 304, 305, 306, 307, 308, 309, 310, 311, 312, 313, 314, 315, 316, + 317, 318, 319, 320, 321, 322, 323, 324, 325, 326, 327, 328, 329, 330, 331, 332, 333, 334, 335, 336, 337, + 338, 339, 340, 341, 342, 343, 344, 345, 346, 347, 348, 349, 350, 351, 352, 353, 354, 355, 356, 357, 358, + 359, 360, 361, 362, 363, 364, 365, 366, 367, 368, 369, 370, 371, 372, 373, 374, 375, 376, 377, 378, 379, + 380, 381, 382, 383, 384, 385, 386, 387, 388, 389, 390, 391, 392, 393, 394, 395, 396, 397, 398, 399, 400, + 401, 402, 403, 404, 405, 406, 407, 408, 409, 410, 411, 412, 413, 414, 415, 416, 417, 418, 419, 420, 421, + 422, 423, 424, 425, 426, 427, 428, 429, 430, 431, 432, 433, 434, 435, 436, 437, 438, 439, 440, 441, 442, + 443, 444, 445, 446, 447, 448, 449, 450, 451, 452, 453, 454, 455, 456, 457, 458, 459, 460, 461, 462, 463, + 464, 465, 466, 467, 468, 469, 470, 471, 472, 473, 474, 475, 476, 477, 478, 479, 480, 481, 482, 483, 484, + 485, 486, 487, 488, 489, 490, 491, 492, 493, 494, 495, 496, 497, 498, 499, 500, 501, 502, 503, 504, 505, + 506, 507, 508, 509, 510, 511, 512 + ] + }, + { + "dims": [64], + "type": "float32", + "data": [ + 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, + 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, + 55, 56, 57, 58, 59, 60, 61, 62, 63 + ] + }, + { + "dims": [32], + "type": "uint8", + "data": [ + 128, 128, 128, 128, 128, 128, 128, 128, 128, 128, 128, 128, 128, 128, 128, 128, 128, 128, 128, 128, 128, + 128, 128, 128, 128, 128, 128, 128, 128, 128, 128, 128 + ] + } + ], + "outputs": [ + { + "dims": [32, 32], + "type": "float32", + "data": [ + -1116, -1860, -1516, -84, 2436, 6044, 10740, 16524, 23364, 31356, 40404, 50540, 61764, 74076, 87476, + 86092, -24924, -16964, -7916, 2220, 13444, 25756, 39156, 53644, 69220, 85884, 103636, 122476, 142404, + 163420, 185524, 176460, -2492, -2404, 820, 7180, 16676, 29308, 45076, 63980, 88548, 111196, 139508, + 170956, 205540, 243260, 284116, 296364, -33468, -8292, 20020, 51468, 86052, 123772, 164628, 208620, + 255748, 306012, 359412, 415948, 475620, 538428, 604372, 608940, -3868, -2948, 3156, 14444, 30916, 52572, + 79412, 111436, 153732, 191036, 238612, 291372, 349316, 412444, 480756, 506636, -42012, 380, 47956, 100716, + 158660, 221788, 290100, 363596, 442276, 526140, 615188, 709420, 808836, 913436, 1023220, 1041420, -5244, + -3492, 5492, 21708, 45156, 75836, 113748, 158892, 218916, 270876, 337716, 411788, 493092, 581628, 677396, + 716908, -50556, 9052, 75892, 149964, 231268, 319804, 415572, 518572, 628804, 746268, 870964, 1002892, + 1142052, 1288444, 1442068, 1473900, -6620, -4036, 7828, 28972, 59396, 99100, 148084, 206348, 284100, + 350716, 436820, 532204, 636868, 750812, 874036, 927180, -59100, 17724, 103828, 199212, 303876, 417820, + 541044, 673548, 815332, 966396, 1126740, 1296364, 1475268, 1663452, 1860916, 1906380, -7996, -4580, 10164, + 36236, 73636, 122364, 182420, 253804, 349284, 430556, 535924, 652620, 780644, 919996, 1070676, 1137452, + -67644, 26396, 131764, 248460, 376484, 515836, 666516, 828524, 1001860, 1186524, 1382516, 1589836, + 1808484, 2038460, 2279764, 2338860, -9372, -5124, 12500, 43500, 87876, 145628, 216756, 301260, 414468, + 510396, 635028, 773036, 924420, 1089180, 1267316, 1347724, -76188, 35068, 159700, 297708, 449092, 613852, + 791988, 983500, 1188388, 1406652, 1638292, 1883308, 2141700, 2413468, 2698612, 2771340, -10748, -5668, + 14836, 50764, 102116, 168892, 251092, 348716, 479652, 590236, 734132, 893452, 1068196, 1258364, 1463956, + 1557996, -84732, 43740, 187636, 346956, 521700, 711868, 917460, 1138476, 1374916, 1626780, 1894068, + 2176780, 2474916, 2788476, 3117460, 3203820, -12124, -6212, 17172, 58028, 116356, 192156, 285428, 396172, + 544836, 670076, 833236, 1013868, 1211972, 1427548, 1660596, 1768268, -93276, 52412, 215572, 396204, + 594308, 809884, 1042932, 1293452, 1561444, 1846908, 2149844, 2470252, 2808132, 3163484, 3536308, 3636300, + -13500, -6756, 19508, 65292, 130596, 215420, 319764, 443628, 610020, 749916, 932340, 1134284, 1355748, + 1596732, 1857236, 1978540, -101820, 61084, 243508, 445452, 666916, 907900, 1168404, 1448428, 1747972, + 2067036, 2405620, 2763724, 3141348, 3538492, 3955156, 4068780, -14876, -7300, 21844, 72556, 144836, + 238684, 354100, 491084, 675204, 829756, 1031444, 1254700, 1499524, 1765916, 2053876, 2188812, -110364, + 69756, 271444, 494700, 739524, 1005916, 1293876, 1603404, 1934500, 2287164, 2661396, 3057196, 3474564, + 3913500, 4374004, 4501260, -16252, -7844, 24180, 79820, 159076, 261948, 388436, 538540, 740388, 909596, + 1130548, 1375116, 1643300, 1935100, 2250516, 2399084, -118908, 78428, 299380, 543948, 812132, 1103932, + 1419348, 1758380, 2121028, 2507292, 2917172, 3350668, 3807780, 4288508, 4792852, 4933740, -17628, -8388, + 26516, 87084, 173316, 285212, 422772, 585996, 805572, 989436, 1229652, 1495532, 1787076, 2104284, 2447156, + 2609356, -127452, 87100, 327316, 593196, 884740, 1201948, 1544820, 1913356, 2307556, 2727420, 3172948, + 3644140, 4140996, 4663516, 5211700, 5366220, -19004, -8932, 28852, 94348, 187556, 308476, 457108, 633452, + 870756, 1069276, 1328756, 1615948, 1930852, 2273468, 2643796, 2819628, -135996, 95772, 355252, 642444, + 957348, 1299964, 1670292, 2068332, 2494084, 2947548, 3428724, 3937612, 4474212, 5038524, 5630548, 5798700, + -20380, -9476, 31188, 101612, 201796, 331740, 491444, 680908, 935940, 1149116, 1427860, 1736364, 2074628, + 2442652, 2840436, 3029900, -144540, 104444, 383188, 691692, 1029956, 1397980, 1795764, 2223308, 2680612, + 3167676, 3684500, 4231084, 4807428, 5413532, 6049396, 6231180, -21756, -10020, 33524, 108876, 216036, + 355004, 525780, 728364, 1001124, 1228956, 1526964, 1856780, 2218404, 2611836, 3037076, 3240172, -153084, + 113116, 411124, 740940, 1102564, 1495996, 1921236, 2378284, 2867140, 3387804, 3940276, 4524556, 5140644, + 5788540, 6468244, 6663660, -23132, -10564, 35860, 116140, 230276, 378268, 560116, 775820, 1066308, + 1308796, 1626068, 1977196, 2362180, 2781020, 3233716, 3450444, -161628, 121788, 439060, 790188, 1175172, + 1594012, 2046708, 2533260, 3053668, 3607932, 4196052, 4818028, 5473860, 6163548, 6887092, 7096140, -24508, + -11108, 38196, 123404, 244516, 401532, 594452, 823276, 1131492, 1388636, 1725172, 2097612, 2505956, + 2950204, 3430356, 3660716, -170172, 130460, 466996, 839436, 1247780, 1692028, 2172180, 2688236, 3240196, + 3828060, 4451828, 5111500, 5807076, 6538556, 7305940, 7528620, -25884, -11652, 40532, 130668, 258756, + 424796, 628788, 870732, 1196676, 1468476, 1824276, 2218028, 2649732, 3119388, 3626996, 3870988, -178716, + 139132, 494932, 888684, 1320388, 1790044, 2297652, 2843212, 3426724, 4048188, 4707604, 5404972, 6140292, + 6913564, 7724788, 7961100, -27260, -12196, 42868, 137932, 272996, 448060, 663124, 918188, 1261860, + 1548316, 1923380, 2338444, 2793508, 3288572, 3823636, 4081260, -187260, 147804, 522868, 937932, 1392996, + 1888060, 2423124, 2998188, 3613252, 4268316, 4963380, 5698444, 6473508, 7288572, 8143636, 8393580, -28636, + -12740, 45204, 145196, 287236, 471324, 697460, 965644, 1327044, 1628156, 2022484, 2458860, 2937284, + 3457756, 4020276, 4291532, -195804, 156476, 550804, 987180, 1465604, 1986076, 2548596, 3153164, 3799780, + 4488444, 5219156, 5991916, 6806724, 7663580, 8562484, 8826060, -30012, -13284, 47540, 152460, 301476, + 494588, 731796, 1013100, 1392228, 1707996, 2121588, 2579276, 3081060, 3626940, 4216916, 4501804, -204348, + 165148, 578740, 1036428, 1538212, 2084092, 2674068, 3308140, 3986308, 4708572, 5474932, 6285388, 7139940, + 8038588, 8981332, 9258540, -31388, -13828, 49876, 159724, 315716, 517852, 766132, 1060556, 1457412, + 1787836, 2220692, 2699692, 3224836, 3796124, 4413556, 4712076, -212892, 173820, 606676, 1085676, 1610820, + 2182108, 2799540, 3463116, 4172836, 4928700, 5730708, 6578860, 7473156, 8413596, 9400180, 9691020, -32764, + -14372, 52212, 166988, 329956, 541116, 800468, 1108012, 1522596, 1867676, 2319796, 2820108, 3368612, + 3965308, 4610196, 4922348, -221436, 182492, 634612, 1134924, 1683428, 2280124, 2925012, 3618092, 4359364, + 5148828, 5986484, 6872332, 7806372, 8788604, 9819028, 10123500, -34140, -14916, 54548, 174252, 344196, + 564380, 834804, 1155468, 1587780, 1947516, 2418900, 2940524, 3512388, 4134492, 4806836, 5132620, -229980, + 191164, 662548, 1184172, 1756036, 2378140, 3050484, 3773068, 4545892, 5368956, 6242260, 7165804, 8139588, + 9163612, 10237876, 10555980, -35516, -15460, 56884, 181516, 358436, 587644, 869140, 1202924, 1652964, + 2027356, 2518004, 3060940, 3656164, 4303676, 5003476, 5342892, -238524, 199836, 690484, 1233420, 1828644, + 2476156, 3175956, 3928044, 4732420, 5589084, 6498036, 7459276, 8472804, 9538620, 10656724, 10988460, + -36892, -16004, 59220, 188780, 372676, 610908, 903476, 1250380, 1718148, 2107196, 2617108, 3181356, + 3799940, 4472860, 5200116, 5553164, -247068, 208508, 718420, 1282668, 1901252, 2574172, 3301428, 4083020, + 4918948, 5809212, 6753812, 7752748, 8806020, 9913628, 11075572, 11420940, -38268, -16548, 61556, 196044, + 386916, 634172, 937812, 1297836, 1783332, 2187036, 2716212, 3301772, 3943716, 4642044, 5396756, 5763436, + -255612, 217180, 746356, 1331916, 1973860, 2672188, 3426900, 4237996, 5105476, 6029340, 7009588, 8046220, + 9139236, 10288636, 11494420, 11853420, -39644, -17092, 63892, 203308, 401156, 657436, 972148, 1345292, + 1848516, 2266876, 2815316, 3422188, 4087492, 4811228, 5593396, 5973708, -264156, 225852, 774292, 1381164, + 2046468, 2770204, 3552372, 4392972, 5292004, 6249468, 7265364, 8339692, 9472452, 10663644, 11913268, + 12285900, -41020, -17636, 66228, 210572, 415396, 680700, 1006484, 1392748, 1913700, 2346716, 2914420, + 3542604, 4231268, 4980412, 5790036, 6183980, -272700, 234524, 802228, 1430412, 2119076, 2868220, 3677844, + 4547948, 5478532, 6469596, 7521140, 8633164, 9805668, 11038652, 12332116, 12718380, -42396, -18180, 68564, + 217836, 429636, 703964, 1040820, 1440204, 1978884, 2426556, 3013524, 3663020, 4375044, 5149596, 5986676, + 6394252, -281244, 243196, 830164, 1479660, 2191684, 2966236, 3803316, 4702924, 5665060, 6689724, 7776916, + 8926636, 10138884, 11413660, 12750964, 13150860, -43772, -18724, 70900, 225100, 443876, 727228, 1075156, + 1487660, 2044068, 2506396, 3112628, 3783436, 4518820, 5318780, 6183316, 6604524, -289788, 251868, 858100, + 1528908, 2264292, 3064252, 3928788, 4857900, 5851588, 6909852, 8032692, 9220108, 10472100, 11788668, + 13169812, 13583340 + ] + } + ] + } + ] + }, + { + "name": "MatMulNBits; K=32, N=32, block_size=32, bits=4", + "operator": "MatMulNBits", + "opset": { "domain": "com.microsoft", "version": 1 }, + "attributes": [ + { "name": "K", "data": 32, "type": "int" }, + { "name": "N", "data": 32, "type": "int" }, + { "name": "block_size", "data": 32, "type": "int" }, + { "name": "bits", "data": 4, "type": "int" } + ], + "cases": [ + { + "name": "MatMulNBits; K=32, N=32, block_size=32, bits=4; symmetric", + "inputs": [ + { + "data": [ + 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, + 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, + 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, + 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, + 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, + 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 147, 148, + 149, 150, 151, 152, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168, 169, + 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, + 191, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 211, + 212, 213, 214, 215, 216, 217, 218, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 229, 230, 231, 232, + 233, 234, 235, 236, 237, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 250, 251, 252, 253, + 254, 255, 256, 257, 258, 259, 260, 261, 262, 263, 264, 265, 266, 267, 268, 269, 270, 271, 272, 273, 274, + 275, 276, 277, 278, 279, 280, 281, 282, 283, 284, 285, 286, 287, 288, 289, 290, 291, 292, 293, 294, 295, + 296, 297, 298, 299, 300, 301, 302, 303, 304, 305, 306, 307, 308, 309, 310, 311, 312, 313, 314, 315, 316, + 317, 318, 319, 320, 321, 322, 323, 324, 325, 326, 327, 328, 329, 330, 331, 332, 333, 334, 335, 336, 337, + 338, 339, 340, 341, 342, 343, 344, 345, 346, 347, 348, 349, 350, 351, 352, 353, 354, 355, 356, 357, 358, + 359, 360, 361, 362, 363, 364, 365, 366, 367, 368, 369, 370, 371, 372, 373, 374, 375, 376, 377, 378, 379, + 380, 381, 382, 383, 384, 385, 386, 387, 388, 389, 390, 391, 392, 393, 394, 395, 396, 397, 398, 399, 400, + 401, 402, 403, 404, 405, 406, 407, 408, 409, 410, 411, 412, 413, 414, 415, 416, 417, 418, 419, 420, 421, + 422, 423, 424, 425, 426, 427, 428, 429, 430, 431, 432, 433, 434, 435, 436, 437, 438, 439, 440, 441, 442, + 443, 444, 445, 446, 447, 448, 449, 450, 451, 452, 453, 454, 455, 456, 457, 458, 459, 460, 461, 462, 463, + 464, 465, 466, 467, 468, 469, 470, 471, 472, 473, 474, 475, 476, 477, 478, 479, 480, 481, 482, 483, 484, + 485, 486, 487, 488, 489, 490, 491, 492, 493, 494, 495, 496, 497, 498, 499, 500, 501, 502, 503, 504, 505, + 506, 507, 508, 509, 510, 511, 512, 513, 514, 515, 516, 517, 518, 519, 520, 521, 522, 523, 524, 525, 526, + 527, 528, 529, 530, 531, 532, 533, 534, 535, 536, 537, 538, 539, 540, 541, 542, 543, 544, 545, 546, 547, + 548, 549, 550, 551, 552, 553, 554, 555, 556, 557, 558, 559, 560, 561, 562, 563, 564, 565, 566, 567, 568, + 569, 570, 571, 572, 573, 574, 575, 576, 577, 578, 579, 580, 581, 582, 583, 584, 585, 586, 587, 588, 589, + 590, 591, 592, 593, 594, 595, 596, 597, 598, 599, 600, 601, 602, 603, 604, 605, 606, 607, 608, 609, 610, + 611, 612, 613, 614, 615, 616, 617, 618, 619, 620, 621, 622, 623, 624, 625, 626, 627, 628, 629, 630, 631, + 632, 633, 634, 635, 636, 637, 638, 639, 640, 641, 642, 643, 644, 645, 646, 647, 648, 649, 650, 651, 652, + 653, 654, 655, 656, 657, 658, 659, 660, 661, 662, 663, 664, 665, 666, 667, 668, 669, 670, 671, 672, 673, + 674, 675, 676, 677, 678, 679, 680, 681, 682, 683, 684, 685, 686, 687, 688, 689, 690, 691, 692, 693, 694, + 695, 696, 697, 698, 699, 700, 701, 702, 703, 704, 705, 706, 707, 708, 709, 710, 711, 712, 713, 714, 715, + 716, 717, 718, 719, 720, 721, 722, 723, 724, 725, 726, 727, 728, 729, 730, 731, 732, 733, 734, 735, 736, + 737, 738, 739, 740, 741, 742, 743, 744, 745, 746, 747, 748, 749, 750, 751, 752, 753, 754, 755, 756, 757, + 758, 759, 760, 761, 762, 763, 764, 765, 766, 767, 768, 769, 770, 771, 772, 773, 774, 775, 776, 777, 778, + 779, 780, 781, 782, 783, 784, 785, 786, 787, 788, 789, 790, 791, 792, 793, 794, 795, 796, 797, 798, 799, + 800, 801, 802, 803, 804, 805, 806, 807, 808, 809, 810, 811, 812, 813, 814, 815, 816, 817, 818, 819, 820, + 821, 822, 823, 824, 825, 826, 827, 828, 829, 830, 831, 832, 833, 834, 835, 836, 837, 838, 839, 840, 841, + 842, 843, 844, 845, 846, 847, 848, 849, 850, 851, 852, 853, 854, 855, 856, 857, 858, 859, 860, 861, 862, + 863, 864, 865, 866, 867, 868, 869, 870, 871, 872, 873, 874, 875, 876, 877, 878, 879, 880, 881, 882, 883, + 884, 885, 886, 887, 888, 889, 890, 891, 892, 893, 894, 895, 896, 897, 898, 899, 900, 901, 902, 903, 904, + 905, 906, 907, 908, 909, 910, 911, 912, 913, 914, 915, 916, 917, 918, 919, 920, 921, 922, 923, 924, 925, + 926, 927, 928, 929, 930, 931, 932, 933, 934, 935, 936, 937, 938, 939, 940, 941, 942, 943, 944, 945, 946, + 947, 948, 949, 950, 951, 952, 953, 954, 955, 956, 957, 958, 959, 960, 961, 962, 963, 964, 965, 966, 967, + 968, 969, 970, 971, 972, 973, 974, 975, 976, 977, 978, 979, 980, 981, 982, 983, 984, 985, 986, 987, 988, + 989, 990, 991, 992, 993, 994, 995, 996, 997, 998, 999, 1000, 1001, 1002, 1003, 1004, 1005, 1006, 1007, + 1008, 1009, 1010, 1011, 1012, 1013, 1014, 1015, 1016, 1017, 1018, 1019, 1020, 1021, 1022, 1023, 1024 + ], + "dims": [32, 32], + "type": "float32" + }, + { + "dims": [32, 1, 16], + "type": "uint8", + "data": [ + 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, + 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, + 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, + 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, + 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, + 128, 29, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 147, 148, + 149, 150, 151, 152, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168, 169, + 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, + 191, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 211, + 212, 213, 214, 215, 216, 217, 218, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 229, 230, 231, 232, + 233, 234, 235, 236, 237, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 250, 251, 252, 253, + 254, 255, 256, 257, 258, 259, 260, 261, 262, 263, 264, 265, 266, 267, 268, 269, 270, 271, 272, 273, 274, + 275, 276, 277, 278, 279, 280, 281, 282, 283, 284, 285, 286, 287, 288, 289, 290, 291, 292, 293, 294, 295, + 296, 297, 298, 299, 300, 301, 302, 303, 304, 305, 306, 307, 308, 309, 310, 311, 312, 313, 314, 315, 316, + 317, 318, 319, 320, 321, 322, 323, 324, 325, 326, 327, 328, 329, 330, 331, 332, 333, 334, 335, 336, 337, + 338, 339, 340, 341, 342, 343, 344, 345, 346, 347, 348, 349, 350, 351, 352, 353, 354, 355, 356, 357, 358, + 359, 360, 361, 362, 363, 364, 365, 366, 367, 368, 369, 370, 371, 372, 373, 374, 375, 376, 377, 378, 379, + 380, 381, 382, 383, 384, 385, 386, 387, 388, 389, 390, 391, 392, 393, 394, 395, 396, 397, 398, 399, 400, + 401, 402, 403, 404, 405, 406, 407, 408, 409, 410, 411, 412, 413, 414, 415, 416, 417, 418, 419, 420, 421, + 422, 423, 424, 425, 426, 427, 428, 429, 430, 431, 432, 433, 434, 435, 436, 437, 438, 439, 440, 441, 442, + 443, 444, 445, 446, 447, 448, 449, 450, 451, 452, 453, 454, 455, 456, 457, 458, 459, 460, 461, 462, 463, + 464, 465, 466, 467, 468, 469, 470, 471, 472, 473, 474, 475, 476, 477, 478, 479, 480, 481, 482, 483, 484, + 485, 486, 487, 488, 489, 490, 491, 492, 493, 494, 495, 496, 497, 498, 499, 500, 501, 502, 503, 504, 505, + 506, 507, 508, 509, 510, 511, 512 + ] + }, + { + "dims": [32], + "type": "float32", + "data": [ + 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, + 29, 30, 31 + ] + } + ], + "outputs": [ + { + "dims": [32, 32], + "type": "float32", + "data": [ + 0, -1560, -2576, -3048, -2976, -2360, -1200, 504, 2736, 5544, 8880, 12760, 17184, 22152, 27664, 26040, + -29312, -26520, -23184, -19304, -14880, -9912, -4400, 1656, 8256, 15400, 23088, 31320, 40096, 49416, + 59280, 53816, 0, -5368, -9168, -11400, -12064, -11160, -8688, -4648, 2224, 8136, 16880, 27192, 39072, + 52520, 67536, 68760, -98432, -91256, -82512, -72200, -60320, -46872, -31856, -15272, 2880, 22600, 43888, + 66744, 91168, 117160, 144720, 142104, 0, -9176, -15760, -19752, -21152, -19960, -16176, -9800, 1712, + 10728, 24880, 41624, 60960, 82888, 107408, 111480, -167552, -155992, -141840, -125096, -105760, -83832, + -59312, -32200, -2496, 29800, 64688, 102168, 142240, 184904, 230160, 230392, 0, -12984, -22352, -28104, + -30240, -28760, -23664, -14952, 1200, 13320, 32880, 56056, 82848, 113256, 147280, 154200, -236672, + -220728, -201168, -177992, -151200, -120792, -86768, -49128, -7872, 37000, 85488, 137592, 193312, 252648, + 315600, 318680, 0, -16792, -28944, -36456, -39328, -37560, -31152, -20104, 688, 15912, 40880, 70488, + 104736, 143624, 187152, 196920, -305792, -285464, -260496, -230888, -196640, -157752, -114224, -66056, + -13248, 44200, 106288, 173016, 244384, 320392, 401040, 406968, 0, -20600, -35536, -44808, -48416, -46360, + -38640, -25256, 176, 18504, 48880, 84920, 126624, 173992, 227024, 239640, -374912, -350200, -319824, + -283784, -242080, -194712, -141680, -82984, -18624, 51400, 127088, 208440, 295456, 388136, 486480, 495256, + 0, -24408, -42128, -53160, -57504, -55160, -46128, -30408, -336, 21096, 56880, 99352, 148512, 204360, + 266896, 282360, -444032, -414936, -379152, -336680, -287520, -231672, -169136, -99912, -24000, 58600, + 147888, 243864, 346528, 455880, 571920, 583544, 0, -28216, -48720, -61512, -66592, -63960, -53616, -35560, + -848, 23688, 64880, 113784, 170400, 234728, 306768, 325080, -513152, -479672, -438480, -389576, -332960, + -268632, -196592, -116840, -29376, 65800, 168688, 279288, 397600, 523624, 657360, 671832, 0, -32024, + -55312, -69864, -75680, -72760, -61104, -40712, -1360, 26280, 72880, 128216, 192288, 265096, 346640, + 367800, -582272, -544408, -497808, -442472, -378400, -305592, -224048, -133768, -34752, 73000, 189488, + 314712, 448672, 591368, 742800, 760120, 0, -35832, -61904, -78216, -84768, -81560, -68592, -45864, -1872, + 28872, 80880, 142648, 214176, 295464, 386512, 410520, -651392, -609144, -557136, -495368, -423840, + -342552, -251504, -150696, -40128, 80200, 210288, 350136, 499744, 659112, 828240, 848408, 0, -39640, + -68496, -86568, -93856, -90360, -76080, -51016, -2384, 31464, 88880, 157080, 236064, 325832, 426384, + 453240, -720512, -673880, -616464, -548264, -469280, -379512, -278960, -167624, -45504, 87400, 231088, + 385560, 550816, 726856, 913680, 936696, 0, -43448, -75088, -94920, -102944, -99160, -83568, -56168, -2896, + 34056, 96880, 171512, 257952, 356200, 466256, 495960, -789632, -738616, -675792, -601160, -514720, + -416472, -306416, -184552, -50880, 94600, 251888, 420984, 601888, 794600, 999120, 1024984, 0, -47256, + -81680, -103272, -112032, -107960, -91056, -61320, -3408, 36648, 104880, 185944, 279840, 386568, 506128, + 538680, -858752, -803352, -735120, -654056, -560160, -453432, -333872, -201480, -56256, 101800, 272688, + 456408, 652960, 862344, 1084560, 1113272, 0, -51064, -88272, -111624, -121120, -116760, -98544, -66472, + -3920, 39240, 112880, 200376, 301728, 416936, 546000, 581400, -927872, -868088, -794448, -706952, -605600, + -490392, -361328, -218408, -61632, 109000, 293488, 491832, 704032, 930088, 1170000, 1201560, 0, -54872, + -94864, -119976, -130208, -125560, -106032, -71624, -4432, 41832, 120880, 214808, 323616, 447304, 585872, + 624120, -996992, -932824, -853776, -759848, -651040, -527352, -388784, -235336, -67008, 116200, 314288, + 527256, 755104, 997832, 1255440, 1289848, 0, -58680, -101456, -128328, -139296, -134360, -113520, -76776, + -4944, 44424, 128880, 229240, 345504, 477672, 625744, 666840, -1066112, -997560, -913104, -812744, + -696480, -564312, -416240, -252264, -72384, 123400, 335088, 562680, 806176, 1065576, 1340880, 1378136, 0, + -62488, -108048, -136680, -148384, -143160, -121008, -81928, -5456, 47016, 136880, 243672, 367392, 508040, + 665616, 709560, -1135232, -1062296, -972432, -865640, -741920, -601272, -443696, -269192, -77760, 130600, + 355888, 598104, 857248, 1133320, 1426320, 1466424, 0, -66296, -114640, -145032, -157472, -151960, -128496, + -87080, -5968, 49608, 144880, 258104, 389280, 538408, 705488, 752280, -1204352, -1127032, -1031760, + -918536, -787360, -638232, -471152, -286120, -83136, 137800, 376688, 633528, 908320, 1201064, 1511760, + 1554712, 0, -70104, -121232, -153384, -166560, -160760, -135984, -92232, -6480, 52200, 152880, 272536, + 411168, 568776, 745360, 795000, -1273472, -1191768, -1091088, -971432, -832800, -675192, -498608, -303048, + -88512, 145000, 397488, 668952, 959392, 1268808, 1597200, 1643000, 0, -73912, -127824, -161736, -175648, + -169560, -143472, -97384, -6992, 54792, 160880, 286968, 433056, 599144, 785232, 837720, -1342592, + -1256504, -1150416, -1024328, -878240, -712152, -526064, -319976, -93888, 152200, 418288, 704376, 1010464, + 1336552, 1682640, 1731288, 0, -77720, -134416, -170088, -184736, -178360, -150960, -102536, -7504, 57384, + 168880, 301400, 454944, 629512, 825104, 880440, -1411712, -1321240, -1209744, -1077224, -923680, -749112, + -553520, -336904, -99264, 159400, 439088, 739800, 1061536, 1404296, 1768080, 1819576, 0, -81528, -141008, + -178440, -193824, -187160, -158448, -107688, -8016, 59976, 176880, 315832, 476832, 659880, 864976, 923160, + -1480832, -1385976, -1269072, -1130120, -969120, -786072, -580976, -353832, -104640, 166600, 459888, + 775224, 1112608, 1472040, 1853520, 1907864, 0, -85336, -147600, -186792, -202912, -195960, -165936, + -112840, -8528, 62568, 184880, 330264, 498720, 690248, 904848, 965880, -1549952, -1450712, -1328400, + -1183016, -1014560, -823032, -608432, -370760, -110016, 173800, 480688, 810648, 1163680, 1539784, 1938960, + 1996152, 0, -89144, -154192, -195144, -212000, -204760, -173424, -117992, -9040, 65160, 192880, 344696, + 520608, 720616, 944720, 1008600, -1619072, -1515448, -1387728, -1235912, -1060000, -859992, -635888, + -387688, -115392, 181000, 501488, 846072, 1214752, 1607528, 2024400, 2084440, 0, -92952, -160784, -203496, + -221088, -213560, -180912, -123144, -9552, 67752, 200880, 359128, 542496, 750984, 984592, 1051320, + -1688192, -1580184, -1447056, -1288808, -1105440, -896952, -663344, -404616, -120768, 188200, 522288, + 881496, 1265824, 1675272, 2109840, 2172728, 0, -96760, -167376, -211848, -230176, -222360, -188400, + -128296, -10064, 70344, 208880, 373560, 564384, 781352, 1024464, 1094040, -1757312, -1644920, -1506384, + -1341704, -1150880, -933912, -690800, -421544, -126144, 195400, 543088, 916920, 1316896, 1743016, 2195280, + 2261016, 0, -100568, -173968, -220200, -239264, -231160, -195888, -133448, -10576, 72936, 216880, 387992, + 586272, 811720, 1064336, 1136760, -1826432, -1709656, -1565712, -1394600, -1196320, -970872, -718256, + -438472, -131520, 202600, 563888, 952344, 1367968, 1810760, 2280720, 2349304, 0, -104376, -180560, + -228552, -248352, -239960, -203376, -138600, -11088, 75528, 224880, 402424, 608160, 842088, 1104208, + 1179480, -1895552, -1774392, -1625040, -1447496, -1241760, -1007832, -745712, -455400, -136896, 209800, + 584688, 987768, 1419040, 1878504, 2366160, 2437592, 0, -108184, -187152, -236904, -257440, -248760, + -210864, -143752, -11600, 78120, 232880, 416856, 630048, 872456, 1144080, 1222200, -1964672, -1839128, + -1684368, -1500392, -1287200, -1044792, -773168, -472328, -142272, 217000, 605488, 1023192, 1470112, + 1946248, 2451600, 2525880, 0, -111992, -193744, -245256, -266528, -257560, -218352, -148904, -12112, + 80712, 240880, 431288, 651936, 902824, 1183952, 1264920, -2033792, -1903864, -1743696, -1553288, -1332640, + -1081752, -800624, -489256, -147648, 224200, 626288, 1058616, 1521184, 2013992, 2537040, 2614168, 0, + -115800, -200336, -253608, -275616, -266360, -225840, -154056, -12624, 83304, 248880, 445720, 673824, + 933192, 1223824, 1307640, -2102912, -1968600, -1803024, -1606184, -1378080, -1118712, -828080, -506184, + -153024, 231400, 647088, 1094040, 1572256, 2081736, 2622480, 2702456, 0, -119608, -206928, -261960, + -284704, -275160, -233328, -159208, -13136, 85896, 256880, 460152, 695712, 963560, 1263696, 1350360, + -2172032, -2033336, -1862352, -1659080, -1423520, -1155672, -855536, -523112, -158400, 238600, 667888, + 1129464, 1623328, 2149480, 2707920, 2790744 + ] + } + ] + } + ] + }, + { + "name": "MatMulNBits; K=32, N=32, block_size=32, bits=4", + "operator": "MatMulNBits", + "opset": { "domain": "com.microsoft", "version": 1 }, + "attributes": [ + { "name": "K", "data": 32, "type": "int" }, + { "name": "N", "data": 32, "type": "int" }, + { "name": "block_size", "data": 32, "type": "int" }, + { "name": "bits", "data": 4, "type": "int" } + ], + "cases": [ + { + "name": "MatMulNBits; K=32, N=32, block_size=32, bits=4; asymmetric", + "inputs": [ + { + "data": [ + 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, + 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, + 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, + 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, + 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, + 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 147, 148, + 149, 150, 151, 152, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168, 169, + 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, + 191, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 211, + 212, 213, 214, 215, 216, 217, 218, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 229, 230, 231, 232, + 233, 234, 235, 236, 237, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 250, 251, 252, 253, + 254, 255, 256, 257, 258, 259, 260, 261, 262, 263, 264, 265, 266, 267, 268, 269, 270, 271, 272, 273, 274, + 275, 276, 277, 278, 279, 280, 281, 282, 283, 284, 285, 286, 287, 288, 289, 290, 291, 292, 293, 294, 295, + 296, 297, 298, 299, 300, 301, 302, 303, 304, 305, 306, 307, 308, 309, 310, 311, 312, 313, 314, 315, 316, + 317, 318, 319, 320, 321, 322, 323, 324, 325, 326, 327, 328, 329, 330, 331, 332, 333, 334, 335, 336, 337, + 338, 339, 340, 341, 342, 343, 344, 345, 346, 347, 348, 349, 350, 351, 352, 353, 354, 355, 356, 357, 358, + 359, 360, 361, 362, 363, 364, 365, 366, 367, 368, 369, 370, 371, 372, 373, 374, 375, 376, 377, 378, 379, + 380, 381, 382, 383, 384, 385, 386, 387, 388, 389, 390, 391, 392, 393, 394, 395, 396, 397, 398, 399, 400, + 401, 402, 403, 404, 405, 406, 407, 408, 409, 410, 411, 412, 413, 414, 415, 416, 417, 418, 419, 420, 421, + 422, 423, 424, 425, 426, 427, 428, 429, 430, 431, 432, 433, 434, 435, 436, 437, 438, 439, 440, 441, 442, + 443, 444, 445, 446, 447, 448, 449, 450, 451, 452, 453, 454, 455, 456, 457, 458, 459, 460, 461, 462, 463, + 464, 465, 466, 467, 468, 469, 470, 471, 472, 473, 474, 475, 476, 477, 478, 479, 480, 481, 482, 483, 484, + 485, 486, 487, 488, 489, 490, 491, 492, 493, 494, 495, 496, 497, 498, 499, 500, 501, 502, 503, 504, 505, + 506, 507, 508, 509, 510, 511, 512, 513, 514, 515, 516, 517, 518, 519, 520, 521, 522, 523, 524, 525, 526, + 527, 528, 529, 530, 531, 532, 533, 534, 535, 536, 537, 538, 539, 540, 541, 542, 543, 544, 545, 546, 547, + 548, 549, 550, 551, 552, 553, 554, 555, 556, 557, 558, 559, 560, 561, 562, 563, 564, 565, 566, 567, 568, + 569, 570, 571, 572, 573, 574, 575, 576, 577, 578, 579, 580, 581, 582, 583, 584, 585, 586, 587, 588, 589, + 590, 591, 592, 593, 594, 595, 596, 597, 598, 599, 600, 601, 602, 603, 604, 605, 606, 607, 608, 609, 610, + 611, 612, 613, 614, 615, 616, 617, 618, 619, 620, 621, 622, 623, 624, 625, 626, 627, 628, 629, 630, 631, + 632, 633, 634, 635, 636, 637, 638, 639, 640, 641, 642, 643, 644, 645, 646, 647, 648, 649, 650, 651, 652, + 653, 654, 655, 656, 657, 658, 659, 660, 661, 662, 663, 664, 665, 666, 667, 668, 669, 670, 671, 672, 673, + 674, 675, 676, 677, 678, 679, 680, 681, 682, 683, 684, 685, 686, 687, 688, 689, 690, 691, 692, 693, 694, + 695, 696, 697, 698, 699, 700, 701, 702, 703, 704, 705, 706, 707, 708, 709, 710, 711, 712, 713, 714, 715, + 716, 717, 718, 719, 720, 721, 722, 723, 724, 725, 726, 727, 728, 729, 730, 731, 732, 733, 734, 735, 736, + 737, 738, 739, 740, 741, 742, 743, 744, 745, 746, 747, 748, 749, 750, 751, 752, 753, 754, 755, 756, 757, + 758, 759, 760, 761, 762, 763, 764, 765, 766, 767, 768, 769, 770, 771, 772, 773, 774, 775, 776, 777, 778, + 779, 780, 781, 782, 783, 784, 785, 786, 787, 788, 789, 790, 791, 792, 793, 794, 795, 796, 797, 798, 799, + 800, 801, 802, 803, 804, 805, 806, 807, 808, 809, 810, 811, 812, 813, 814, 815, 816, 817, 818, 819, 820, + 821, 822, 823, 824, 825, 826, 827, 828, 829, 830, 831, 832, 833, 834, 835, 836, 837, 838, 839, 840, 841, + 842, 843, 844, 845, 846, 847, 848, 849, 850, 851, 852, 853, 854, 855, 856, 857, 858, 859, 860, 861, 862, + 863, 864, 865, 866, 867, 868, 869, 870, 871, 872, 873, 874, 875, 876, 877, 878, 879, 880, 881, 882, 883, + 884, 885, 886, 887, 888, 889, 890, 891, 892, 893, 894, 895, 896, 897, 898, 899, 900, 901, 902, 903, 904, + 905, 906, 907, 908, 909, 910, 911, 912, 913, 914, 915, 916, 917, 918, 919, 920, 921, 922, 923, 924, 925, + 926, 927, 928, 929, 930, 931, 932, 933, 934, 935, 936, 937, 938, 939, 940, 941, 942, 943, 944, 945, 946, + 947, 948, 949, 950, 951, 952, 953, 954, 955, 956, 957, 958, 959, 960, 961, 962, 963, 964, 965, 966, 967, + 968, 969, 970, 971, 972, 973, 974, 975, 976, 977, 978, 979, 980, 981, 982, 983, 984, 985, 986, 987, 988, + 989, 990, 991, 992, 993, 994, 995, 996, 997, 998, 999, 1000, 1001, 1002, 1003, 1004, 1005, 1006, 1007, + 1008, 1009, 1010, 1011, 1012, 1013, 1014, 1015, 1016, 1017, 1018, 1019, 1020, 1021, 1022, 1023, 1024 + ], + "dims": [32, 32], + "type": "float32" + }, + { + "dims": [32, 1, 16], + "type": "uint8", + "data": [ + 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, + 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, + 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, + 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, + 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, + 128, 29, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 147, 148, + 149, 150, 151, 152, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168, 169, + 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, + 191, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 211, + 212, 213, 214, 215, 216, 217, 218, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 229, 230, 231, 232, + 233, 234, 235, 236, 237, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 250, 251, 252, 253, + 254, 255, 256, 257, 258, 259, 260, 261, 262, 263, 264, 265, 266, 267, 268, 269, 270, 271, 272, 273, 274, + 275, 276, 277, 278, 279, 280, 281, 282, 283, 284, 285, 286, 287, 288, 289, 290, 291, 292, 293, 294, 295, + 296, 297, 298, 299, 300, 301, 302, 303, 304, 305, 306, 307, 308, 309, 310, 311, 312, 313, 314, 315, 316, + 317, 318, 319, 320, 321, 322, 323, 324, 325, 326, 327, 328, 329, 330, 331, 332, 333, 334, 335, 336, 337, + 338, 339, 340, 341, 342, 343, 344, 345, 346, 347, 348, 349, 350, 351, 352, 353, 354, 355, 356, 357, 358, + 359, 360, 361, 362, 363, 364, 365, 366, 367, 368, 369, 370, 371, 372, 373, 374, 375, 376, 377, 378, 379, + 380, 381, 382, 383, 384, 385, 386, 387, 388, 389, 390, 391, 392, 393, 394, 395, 396, 397, 398, 399, 400, + 401, 402, 403, 404, 405, 406, 407, 408, 409, 410, 411, 412, 413, 414, 415, 416, 417, 418, 419, 420, 421, + 422, 423, 424, 425, 426, 427, 428, 429, 430, 431, 432, 433, 434, 435, 436, 437, 438, 439, 440, 441, 442, + 443, 444, 445, 446, 447, 448, 449, 450, 451, 452, 453, 454, 455, 456, 457, 458, 459, 460, 461, 462, 463, + 464, 465, 466, 467, 468, 469, 470, 471, 472, 473, 474, 475, 476, 477, 478, 479, 480, 481, 482, 483, 484, + 485, 486, 487, 488, 489, 490, 491, 492, 493, 494, 495, 496, 497, 498, 499, 500, 501, 502, 503, 504, 505, + 506, 507, 508, 509, 510, 511, 512 + ] + }, + { + "dims": [32], + "type": "float32", + "data": [ + 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, + 29, 30, 31 + ] + }, + { + "dims": [32], + "type": "uint8", + "data": [ + 128, 128, 128, 128, 128, 128, 128, 128, 128, 128, 128, 128, 128, 128, 128, 128, 128, 128, 128, 128, 128, + 128, 128, 128, 128, 128, 128, 128, 128, 128, 128, 128 + ] + } + ], + "outputs": [ + { + "dims": [32, 32], + "type": "float32", + "data": [ + 0, 2664, 5872, 9624, 13920, 18760, 24144, 30072, 36528, 43560, 51120, 59224, 67872, 77064, 86800, 89400, + 38272, 45288, 52848, 60952, 69600, 78792, 88528, 98808, 109632, 121000, 132912, 145368, 158368, 171912, + 186000, 184760, 0, 7048, 15664, 25848, 37600, 50920, 65808, 82264, 101552, 119880, 141040, 163768, 188064, + 213928, 241360, 255000, 100224, 119816, 140976, 163704, 188000, 213864, 241296, 270296, 300864, 333000, + 366704, 401976, 438816, 477224, 517200, 527000, 0, 11432, 25456, 42072, 61280, 83080, 107472, 134456, + 166576, 196200, 230960, 268312, 308256, 350792, 395920, 420600, 162176, 194344, 229104, 266456, 306400, + 348936, 394064, 441784, 492096, 545000, 600496, 658584, 719264, 782536, 848400, 869240, 0, 15816, 35248, + 58296, 84960, 115240, 149136, 186648, 231600, 272520, 320880, 372856, 428448, 487656, 550480, 586200, + 224128, 268872, 317232, 369208, 424800, 484008, 546832, 613272, 683328, 757000, 834288, 915192, 999712, + 1087848, 1179600, 1211480, 0, 20200, 45040, 74520, 108640, 147400, 190800, 238840, 296624, 348840, 410800, + 477400, 548640, 624520, 705040, 751800, 286080, 343400, 405360, 471960, 543200, 619080, 699600, 784760, + 874560, 969000, 1068080, 1171800, 1280160, 1393160, 1510800, 1553720, 0, 24584, 54832, 90744, 132320, + 179560, 232464, 291032, 361648, 425160, 500720, 581944, 668832, 761384, 859600, 917400, 348032, 417928, + 493488, 574712, 661600, 754152, 852368, 956248, 1065792, 1181000, 1301872, 1428408, 1560608, 1698472, + 1842000, 1895960, 0, 28968, 64624, 106968, 156000, 211720, 274128, 343224, 426672, 501480, 590640, 686488, + 789024, 898248, 1014160, 1083000, 409984, 492456, 581616, 677464, 780000, 889224, 1005136, 1127736, + 1257024, 1393000, 1535664, 1685016, 1841056, 2003784, 2173200, 2238200, 0, 33352, 74416, 123192, 179680, + 243880, 315792, 395416, 491696, 577800, 680560, 791032, 909216, 1035112, 1168720, 1248600, 471936, 566984, + 669744, 780216, 898400, 1024296, 1157904, 1299224, 1448256, 1605000, 1769456, 1941624, 2121504, 2309096, + 2504400, 2580440, 0, 37736, 84208, 139416, 203360, 276040, 357456, 447608, 556720, 654120, 770480, 895576, + 1029408, 1171976, 1323280, 1414200, 533888, 641512, 757872, 882968, 1016800, 1159368, 1310672, 1470712, + 1639488, 1817000, 2003248, 2198232, 2401952, 2614408, 2835600, 2922680, 0, 42120, 94000, 155640, 227040, + 308200, 399120, 499800, 621744, 730440, 860400, 1000120, 1149600, 1308840, 1477840, 1579800, 595840, + 716040, 846000, 985720, 1135200, 1294440, 1463440, 1642200, 1830720, 2029000, 2237040, 2454840, 2682400, + 2919720, 3166800, 3264920, 0, 46504, 103792, 171864, 250720, 340360, 440784, 551992, 686768, 806760, + 950320, 1104664, 1269792, 1445704, 1632400, 1745400, 657792, 790568, 934128, 1088472, 1253600, 1429512, + 1616208, 1813688, 2021952, 2241000, 2470832, 2711448, 2962848, 3225032, 3498000, 3607160, 0, 50888, + 113584, 188088, 274400, 372520, 482448, 604184, 751792, 883080, 1040240, 1209208, 1389984, 1582568, + 1786960, 1911000, 719744, 865096, 1022256, 1191224, 1372000, 1564584, 1768976, 1985176, 2213184, 2453000, + 2704624, 2968056, 3243296, 3530344, 3829200, 3949400, 0, 55272, 123376, 204312, 298080, 404680, 524112, + 656376, 816816, 959400, 1130160, 1313752, 1510176, 1719432, 1941520, 2076600, 781696, 939624, 1110384, + 1293976, 1490400, 1699656, 1921744, 2156664, 2404416, 2665000, 2938416, 3224664, 3523744, 3835656, + 4160400, 4291640, 0, 59656, 133168, 220536, 321760, 436840, 565776, 708568, 881840, 1035720, 1220080, + 1418296, 1630368, 1856296, 2096080, 2242200, 843648, 1014152, 1198512, 1396728, 1608800, 1834728, 2074512, + 2328152, 2595648, 2877000, 3172208, 3481272, 3804192, 4140968, 4491600, 4633880, 0, 64040, 142960, 236760, + 345440, 469000, 607440, 760760, 946864, 1112040, 1310000, 1522840, 1750560, 1993160, 2250640, 2407800, + 905600, 1088680, 1286640, 1499480, 1727200, 1969800, 2227280, 2499640, 2786880, 3089000, 3406000, 3737880, + 4084640, 4446280, 4822800, 4976120, 0, 68424, 152752, 252984, 369120, 501160, 649104, 812952, 1011888, + 1188360, 1399920, 1627384, 1870752, 2130024, 2405200, 2573400, 967552, 1163208, 1374768, 1602232, 1845600, + 2104872, 2380048, 2671128, 2978112, 3301000, 3639792, 3994488, 4365088, 4751592, 5154000, 5318360, 0, + 72808, 162544, 269208, 392800, 533320, 690768, 865144, 1076912, 1264680, 1489840, 1731928, 1990944, + 2266888, 2559760, 2739000, 1029504, 1237736, 1462896, 1704984, 1964000, 2239944, 2532816, 2842616, + 3169344, 3513000, 3873584, 4251096, 4645536, 5056904, 5485200, 5660600, 0, 77192, 172336, 285432, 416480, + 565480, 732432, 917336, 1141936, 1341000, 1579760, 1836472, 2111136, 2403752, 2714320, 2904600, 1091456, + 1312264, 1551024, 1807736, 2082400, 2375016, 2685584, 3014104, 3360576, 3725000, 4107376, 4507704, + 4925984, 5362216, 5816400, 6002840, 0, 81576, 182128, 301656, 440160, 597640, 774096, 969528, 1206960, + 1417320, 1669680, 1941016, 2231328, 2540616, 2868880, 3070200, 1153408, 1386792, 1639152, 1910488, + 2200800, 2510088, 2838352, 3185592, 3551808, 3937000, 4341168, 4764312, 5206432, 5667528, 6147600, + 6345080, 0, 85960, 191920, 317880, 463840, 629800, 815760, 1021720, 1271984, 1493640, 1759600, 2045560, + 2351520, 2677480, 3023440, 3235800, 1215360, 1461320, 1727280, 2013240, 2319200, 2645160, 2991120, + 3357080, 3743040, 4149000, 4574960, 5020920, 5486880, 5972840, 6478800, 6687320, 0, 90344, 201712, 334104, + 487520, 661960, 857424, 1073912, 1337008, 1569960, 1849520, 2150104, 2471712, 2814344, 3178000, 3401400, + 1277312, 1535848, 1815408, 2115992, 2437600, 2780232, 3143888, 3528568, 3934272, 4361000, 4808752, + 5277528, 5767328, 6278152, 6810000, 7029560, 0, 94728, 211504, 350328, 511200, 694120, 899088, 1126104, + 1402032, 1646280, 1939440, 2254648, 2591904, 2951208, 3332560, 3567000, 1339264, 1610376, 1903536, + 2218744, 2556000, 2915304, 3296656, 3700056, 4125504, 4573000, 5042544, 5534136, 6047776, 6583464, + 7141200, 7371800, 0, 99112, 221296, 366552, 534880, 726280, 940752, 1178296, 1467056, 1722600, 2029360, + 2359192, 2712096, 3088072, 3487120, 3732600, 1401216, 1684904, 1991664, 2321496, 2674400, 3050376, + 3449424, 3871544, 4316736, 4785000, 5276336, 5790744, 6328224, 6888776, 7472400, 7714040, 0, 103496, + 231088, 382776, 558560, 758440, 982416, 1230488, 1532080, 1798920, 2119280, 2463736, 2832288, 3224936, + 3641680, 3898200, 1463168, 1759432, 2079792, 2424248, 2792800, 3185448, 3602192, 4043032, 4507968, + 4997000, 5510128, 6047352, 6608672, 7194088, 7803600, 8056280, 0, 107880, 240880, 399000, 582240, 790600, + 1024080, 1282680, 1597104, 1875240, 2209200, 2568280, 2952480, 3361800, 3796240, 4063800, 1525120, + 1833960, 2167920, 2527000, 2911200, 3320520, 3754960, 4214520, 4699200, 5209000, 5743920, 6303960, + 6889120, 7499400, 8134800, 8398520, 0, 112264, 250672, 415224, 605920, 822760, 1065744, 1334872, 1662128, + 1951560, 2299120, 2672824, 3072672, 3498664, 3950800, 4229400, 1587072, 1908488, 2256048, 2629752, + 3029600, 3455592, 3907728, 4386008, 4890432, 5421000, 5977712, 6560568, 7169568, 7804712, 8466000, + 8740760, 0, 116648, 260464, 431448, 629600, 854920, 1107408, 1387064, 1727152, 2027880, 2389040, 2777368, + 3192864, 3635528, 4105360, 4395000, 1649024, 1983016, 2344176, 2732504, 3148000, 3590664, 4060496, + 4557496, 5081664, 5633000, 6211504, 6817176, 7450016, 8110024, 8797200, 9083000, 0, 121032, 270256, + 447672, 653280, 887080, 1149072, 1439256, 1792176, 2104200, 2478960, 2881912, 3313056, 3772392, 4259920, + 4560600, 1710976, 2057544, 2432304, 2835256, 3266400, 3725736, 4213264, 4728984, 5272896, 5845000, + 6445296, 7073784, 7730464, 8415336, 9128400, 9425240, 0, 125416, 280048, 463896, 676960, 919240, 1190736, + 1491448, 1857200, 2180520, 2568880, 2986456, 3433248, 3909256, 4414480, 4726200, 1772928, 2132072, + 2520432, 2938008, 3384800, 3860808, 4366032, 4900472, 5464128, 6057000, 6679088, 7330392, 8010912, + 8720648, 9459600, 9767480, 0, 129800, 289840, 480120, 700640, 951400, 1232400, 1543640, 1922224, 2256840, + 2658800, 3091000, 3553440, 4046120, 4569040, 4891800, 1834880, 2206600, 2608560, 3040760, 3503200, + 3995880, 4518800, 5071960, 5655360, 6269000, 6912880, 7587000, 8291360, 9025960, 9790800, 10109720, 0, + 134184, 299632, 496344, 724320, 983560, 1274064, 1595832, 1987248, 2333160, 2748720, 3195544, 3673632, + 4182984, 4723600, 5057400, 1896832, 2281128, 2696688, 3143512, 3621600, 4130952, 4671568, 5243448, + 5846592, 6481000, 7146672, 7843608, 8571808, 9331272, 10122000, 10451960, 0, 138568, 309424, 512568, + 748000, 1015720, 1315728, 1648024, 2052272, 2409480, 2838640, 3300088, 3793824, 4319848, 4878160, 5223000, + 1958784, 2355656, 2784816, 3246264, 3740000, 4266024, 4824336, 5414936, 6037824, 6693000, 7380464, + 8100216, 8852256, 9636584, 10453200, 10794200 + ] + } + ] + } + ] + } +] diff --git a/js/web/test/suite-test-list.jsonc b/js/web/test/suite-test-list.jsonc index 55b21283025c..1c61518ddcdd 100644 --- a/js/web/test/suite-test-list.jsonc +++ b/js/web/test/suite-test-list.jsonc @@ -1362,6 +1362,7 @@ "less.jsonc", "log.jsonc", "matmul.jsonc", + "matmulnbits.jsonc", "matmul-broadcast.jsonc", "mul.jsonc", "mul_int32.jsonc", diff --git a/onnxruntime/contrib_ops/js/js_contrib_kernels.cc b/onnxruntime/contrib_ops/js/js_contrib_kernels.cc index bd58dded026a..25e7567a2e9f 100644 --- a/onnxruntime/contrib_ops/js/js_contrib_kernels.cc +++ b/onnxruntime/contrib_ops/js/js_contrib_kernels.cc @@ -8,13 +8,14 @@ namespace contrib { namespace js { class ONNX_OPERATOR_KERNEL_CLASS_NAME(kJsExecutionProvider, kMSDomain, 1, Attention); +class ONNX_OPERATOR_KERNEL_CLASS_NAME(kJsExecutionProvider, kMSDomain, 1, BiasAdd); +class ONNX_OPERATOR_KERNEL_CLASS_NAME(kJsExecutionProvider, kMSDomain, 1, BiasSplitGelu); class ONNX_OPERATOR_KERNEL_CLASS_NAME(kJsExecutionProvider, kMSDomain, 1, FastGelu); +class ONNX_OPERATOR_KERNEL_CLASS_NAME(kJsExecutionProvider, kMSDomain, 1, FusedConv); class ONNX_OPERATOR_KERNEL_CLASS_NAME(kJsExecutionProvider, kMSDomain, 1, Gelu); +class ONNX_OPERATOR_KERNEL_CLASS_NAME(kJsExecutionProvider, kMSDomain, 1, MatMulNBits); class ONNX_OPERATOR_KERNEL_CLASS_NAME(kJsExecutionProvider, kMSDomain, 1, MultiHeadAttention); -class ONNX_OPERATOR_KERNEL_CLASS_NAME(kJsExecutionProvider, kMSDomain, 1, BiasSplitGelu); -class ONNX_OPERATOR_KERNEL_CLASS_NAME(kJsExecutionProvider, kMSDomain, 1, BiasAdd); class ONNX_OPERATOR_KERNEL_CLASS_NAME(kJsExecutionProvider, kMSDomain, 1, SkipLayerNormalization); -class ONNX_OPERATOR_KERNEL_CLASS_NAME(kJsExecutionProvider, kMSDomain, 1, FusedConv); template <> KernelCreateInfo BuildKernelCreateInfo() { @@ -25,14 +26,15 @@ KernelCreateInfo BuildKernelCreateInfo() { Status RegisterJsContribKernels(KernelRegistry& kernel_registry) { static const BuildKernelCreateInfoFn function_table[] = { BuildKernelCreateInfo, + BuildKernelCreateInfo, + BuildKernelCreateInfo, BuildKernelCreateInfo, + BuildKernelCreateInfo, BuildKernelCreateInfo, + BuildKernelCreateInfo, BuildKernelCreateInfo, - BuildKernelCreateInfo, - BuildKernelCreateInfo, BuildKernelCreateInfo, - BuildKernelCreateInfo}; + SkipLayerNormalization)>}; for (auto& function_table_entry : function_table) { KernelCreateInfo info = function_table_entry(); diff --git a/onnxruntime/contrib_ops/js/quantization/matmul_nbits.cc b/onnxruntime/contrib_ops/js/quantization/matmul_nbits.cc new file mode 100644 index 000000000000..888db0fd161f --- /dev/null +++ b/onnxruntime/contrib_ops/js/quantization/matmul_nbits.cc @@ -0,0 +1,25 @@ +// Copyright (c) Microsoft Corporation. All rights reserved. +// Licensed under the MIT License. + +#include "contrib_ops/js/quantization/matmul_nbits.h" +#include "core/providers/js/js_data_types.h" + +namespace onnxruntime { +namespace contrib { +namespace js { + +using onnxruntime::js::JsepSupportedFloatTypes; + +ONNX_OPERATOR_KERNEL_EX( + MatMulNBits, + kMSDomain, + 1, + kJsExecutionProvider, + (*KernelDefBuilder::Create()) + .TypeConstraint("T1", JsepSupportedFloatTypes()) + .TypeConstraint("T2", DataTypeImpl::GetTensorType()), + MatMulNBits); + +} // namespace js +} // namespace contrib +} // namespace onnxruntime diff --git a/onnxruntime/contrib_ops/js/quantization/matmul_nbits.h b/onnxruntime/contrib_ops/js/quantization/matmul_nbits.h new file mode 100644 index 000000000000..cca2c4757765 --- /dev/null +++ b/onnxruntime/contrib_ops/js/quantization/matmul_nbits.h @@ -0,0 +1,48 @@ +// Copyright (c) Microsoft Corporation. All rights reserved. +// Licensed under the MIT License. + +#include "core/providers/js/js_kernel.h" + +namespace onnxruntime { +namespace contrib { +namespace js { + +using onnxruntime::js::JsKernel; + +class MatMulNBits final : public JsKernel { + public: + MatMulNBits(const OpKernelInfo& info) : JsKernel(info), + K_{narrow(info.GetAttr("K"))}, + N_{narrow(info.GetAttr("N"))}, + accuracy_level_{info.GetAttrOrDefault("accuracy_level", 0)}, + nbits_{narrow(info.GetAttr("bits"))}, + block_size_{narrow(info.GetAttr("block_size"))} { + ORT_ENFORCE(nbits_ == 4, + "Only 4b quantization is supported for MatMulNBits op, additional bits support is planned."); + ORT_ENFORCE(block_size_ >= 16 && !(block_size_ & (block_size_ - 1)), + "Block size must be a power of 2 and greater than or equal to 16."); + JSEP_INIT_KERNEL_ATTRIBUTE(MatMulNBits, ({ + "k" : $1, + "n" : $2, + "accuracyLevel" : $3, + "bits" : $4, + "blockSize" : $5 + }), + static_cast(K_), + static_cast(N_), + static_cast(accuracy_level_), + static_cast(nbits_), + static_cast(block_size_)); + } + + private: + const size_t K_; + const size_t N_; + const int64_t accuracy_level_; + const size_t nbits_; + const size_t block_size_; +}; + +} // namespace js +} // namespace contrib +} // namespace onnxruntime