{ "name": "loop_217", "op_type": "loop_217", "description": "Multiply an INT8 matrix by an INT8 vector accumulating into INT32 (row-major GEMV)", "tags": [ "simd-loop" ], "axes": { "m": { "type": "var", "description": "axis m" }, "n": { "type": "var", "description": "axis n" } }, "inputs": { "a": { "shape": [ "m", "n" ], "dtype": "uint8" }, "b": { "shape": [ "n" ], "dtype": "uint8" } }, "outputs": { "c": { "shape": [ "m" ], "dtype": "uint32", "description": "Output array" } }, "reference": "import numpy as np\n\ndef run(a, b):\n return (a.astype(np.uint64) @ b.astype(np.uint64)).astype(np.uint32)\n", "simd_loop_meta": { "output_inplace": false, "array_pad": 0, "scratch": [], "axes_order": [ "m", "n" ] } }