File size: 1,037 Bytes
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"name": "loop_135",
"op_type": "loop_135",
"description": "Multiply INT8 matrices accumulating into INT32 using tiled 4-element dot products",
"tags": [
"simd-loop"
],
"axes": {
"m": {
"type": "var",
"description": "axis m"
},
"n": {
"type": "var",
"description": "axis n"
},
"k": {
"type": "var",
"description": "axis k"
}
},
"inputs": {
"a": {
"shape": [
"m",
"k"
],
"dtype": "int8"
},
"b": {
"shape": [
"k",
"n"
],
"dtype": "int8"
}
},
"outputs": {
"c": {
"shape": [
"m",
"n"
],
"dtype": "int32",
"description": "Output array"
}
},
"reference": "import numpy as np\n\ndef run(a, b):\n return (a.astype(np.int64) @ b.astype(np.int64)).astype(np.int32)\n",
"simd_loop_meta": {
"output_inplace": false,
"array_pad": 0,
"scratch": [],
"axes_order": [
"m",
"n",
"k"
]
}
}
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