{ "name": "loop_110", "op_type": "loop_110", "description": "Compute complex dot product of two arrays of uint32 complex numbers", "tags": [ "simd-loop" ], "axes": { "size": { "type": "var", "description": "axis size" }, "size2": { "type": "var", "description": "axis size2" }, "cdim": { "type": "const", "value": 2, "description": "const cdim" } }, "inputs": { "a0": { "shape": [ "size2", "cdim" ], "dtype": "int8" }, "b0": { "shape": [ "size2", "cdim" ], "dtype": "int8" } }, "outputs": { "c0": { "shape": [ "size", "cdim" ], "dtype": "int32", "description": "Output array" } }, "reference": "import numpy as np\n\ndef run(a0, b0):\n a = a0.astype(np.int64); b = b0.astype(np.int64)\n ae, ao = a[0::2], a[1::2]; be, bo = b[0::2], b[1::2]\n cr = (ae[:, 0]*be[:, 0] - ae[:, 1]*be[:, 1]) + (ao[:, 0]*bo[:, 0] - ao[:, 1]*bo[:, 1])\n ci = (ae[:, 1]*be[:, 0] + ae[:, 0]*be[:, 1]) + (ao[:, 1]*bo[:, 0] + ao[:, 0]*bo[:, 1])\n return np.stack([cr, ci], axis=1).astype(np.int32)\n", "simd_loop_meta": { "output_inplace": false, "array_pad": 0, "scratch": [], "axes_order": [ "size" ] } }