File size: 2,621 Bytes
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"op": "com.microsoft.BiasSplitGelu",
"tunableSpace": { "WORKGROUP_SIZE": [64, 128, 256] },
"cases": [
{
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"bias": { "shape": [5120], "dtype": "float32", "dist": "normal", "seed": 611, "scale": 1 }
},
"outputs": { "Y": { "shape": [1, 4096, 2560], "dtype": "float32" } },
"bench": {
"metrics": [
{
"type": "bandwidth",
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}
]
}
},
{
"name": "biassplitgelu-f16-4096x5120",
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"bias": { "shape": [5120], "dtype": "float16", "dist": "normal", "seed": 613, "scale": 1 }
},
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"bench": {
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{
"name": "biassplitgelu-f16-compact-vec4-validation-gap",
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"bias": { "shape": [8], "dtype": "float16", "dist": "normal", "seed": 615, "scale": 1 }
},
"outputs": { "Y": { "shape": [1, 1, 4], "dtype": "float16" } },
"bench": {
"metrics": [{ "type": "bandwidth", "value": "8 * dtypeBytes(args.dtype) + 4 * dtypeBytes(args.dtype)" }]
}
},
{
"name": "biassplitgelu-f32-scalar-cliff-4096x5116",
"preset": "stress",
"vars": { "dtype": "float32" },
"inputs": {
"X": { "shape": [1, 4096, 5116], "dtype": "float32", "dist": "normal", "seed": 620, "scale": 2 },
"bias": { "shape": [5116], "dtype": "float32", "dist": "normal", "seed": 621, "scale": 1 }
},
"outputs": { "Y": { "shape": [1, 4096, 2558], "dtype": "float32" } },
"bench": {
"metrics": [
{
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"value": "4096 * 5116 * dtypeBytes(args.dtype) + 4096 * 2558 * dtypeBytes(args.dtype)"
}
]
}
}
]
}
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