File size: 2,044 Bytes
a44211c | 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 | {
"op": "com.microsoft.BiasAdd",
"tunableSpace": { "WORKGROUP_SIZE": [64, 128, 256] },
"cases": [
{
"name": "biasadd-f32-2x4096x320",
"preset": "smoke",
"vars": { "dtype": "float32" },
"inputs": {
"X": { "shape": [2, 4096, 320], "dtype": "float32", "dist": "normal", "seed": 510, "scale": 2 },
"bias": { "shape": [320], "dtype": "float32", "dist": "normal", "seed": 511, "scale": 1 },
"skip": { "shape": [2, 4096, 320], "dtype": "float32", "dist": "normal", "seed": 512, "scale": 2 }
},
"outputs": { "Y": { "shape": [2, 4096, 320], "dtype": "float32" } },
"bench": { "metrics": [{ "type": "bandwidth", "value": "2 * 4096 * 320 * 3 * dtypeBytes(args.dtype)" }] }
},
{
"name": "biasadd-f16-2x4096x320",
"preset": "model",
"vars": { "dtype": "float16" },
"inputs": {
"X": { "shape": [2, 4096, 320], "dtype": "float16", "dist": "normal", "seed": 513, "scale": 2 },
"bias": { "shape": [320], "dtype": "float16", "dist": "normal", "seed": 514, "scale": 1 },
"skip": { "shape": [2, 4096, 320], "dtype": "float16", "dist": "normal", "seed": 515, "scale": 2 }
},
"outputs": { "Y": { "shape": [2, 4096, 320], "dtype": "float16" } },
"bench": { "metrics": [{ "type": "bandwidth", "value": "2 * 4096 * 320 * 3 * dtypeBytes(args.dtype)" }] }
},
{
"name": "biasadd-f32-scalar-cliff-hidden3",
"preset": "stress",
"vars": { "dtype": "float32" },
"inputs": {
"X": { "shape": [1, 1398101, 3], "dtype": "float32", "dist": "normal", "seed": 5301, "scale": 2 },
"bias": { "shape": [3], "dtype": "float32", "dist": "normal", "seed": 5302, "scale": 1 },
"skip": { "shape": [1, 1398101, 3], "dtype": "float32", "dist": "normal", "seed": 5303, "scale": 2 }
},
"outputs": { "Y": { "shape": [1, 1398101, 3], "dtype": "float32" } },
"bench": { "metrics": [{ "type": "bandwidth", "value": "1398101 * 3 * 3 * dtypeBytes(args.dtype)" }] }
}
]
}
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