ai.onnx.Where / build /webgpu /bench.json
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{
"op": "ai.onnx.Where",
"tunableSpace": { "WORKGROUP_SIZE": [64, 128, 256] },
"cases": [
{
"name": "where-f32-1m",
"preset": "smoke",
"vars": { "dtype": "float32", "count": 1048576 },
"inputs": {
"condition": { "shape": [1048576], "dtype": "bool", "dist": "uniform", "seed": 870, "scale": 1 },
"x": { "shape": [1048576], "dtype": "float32", "dist": "normal", "seed": 871, "scale": 1 },
"y": { "shape": [1048576], "dtype": "float32", "dist": "normal", "seed": 872, "scale": 1 }
},
"outputs": { "output": { "shape": [1048576], "dtype": "float32" } },
"bench": {
"primary": true,
"metrics": [{ "type": "bandwidth", "value": "args.count * dtypeBytes(args.dtype) * 3 + args.count * 4" }]
}
},
{
"name": "where-f32-rank4-broadcast",
"preset": "smoke",
"vars": { "dtype": "float32", "count": 98304 },
"inputs": {
"condition": { "shape": [1, 1, 128, 1], "dtype": "bool", "dist": "linearMod", "mod": 2 },
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"y": { "shape": [1, 1, 1, 384], "dtype": "float32", "dist": "normal", "seed": 874, "scale": 1 }
},
"outputs": { "output": { "shape": [2, 1, 128, 384], "dtype": "float32" } },
"bench": {
"metrics": [{ "type": "bandwidth", "value": "args.count * dtypeBytes(args.dtype) * 3 + args.count * 4" }]
}
},
{
"name": "where-f32-zero-size",
"preset": "edge",
"vars": { "dtype": "float32", "count": 0 },
"inputs": {
"condition": { "shape": [0, 1], "dtype": "bool", "dist": "empty" },
"x": { "shape": [0, 3], "dtype": "float32", "dist": "empty" },
"y": { "shape": [1, 3], "dtype": "float32", "dist": "normal", "seed": 875, "scale": 1 }
},
"outputs": { "output": { "shape": [0, 3], "dtype": "float32" } },
"bench": { "metrics": [{ "type": "bandwidth", "value": "0" }] }
},
{
"name": "where-f32-1m-scalar-condition",
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"inputs": {
"condition": { "shape": [1], "dtype": "bool", "data": { "kind": "values", "values": [1] } },
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},
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"bench": { "metrics": [{ "type": "bandwidth", "value": "args.count * dtypeBytes(args.dtype) * 3" }] }
},
{
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"vars": { "dtype": "float16", "count": 1048576 },
"inputs": {
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},
"outputs": { "output": { "shape": [1048576], "dtype": "float16" } },
"bench": {
"metrics": [{ "type": "bandwidth", "value": "args.count * dtypeBytes(args.dtype) * 3 + args.count * 4" }]
}
},
{
"name": "where-f32-1m-odd-scalar-fallback",
"preset": "smoke",
"vars": { "dtype": "float32", "count": 1048575 },
"inputs": {
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"y": { "shape": [1048575], "dtype": "float32", "dist": "normal", "seed": 975, "scale": 1 }
},
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"bench": {
"metrics": [{ "type": "bandwidth", "value": "args.count * dtypeBytes(args.dtype) * 3 + args.count * 4" }]
}
},
{
"name": "where-f32-large-rank4-broadcast-scalar",
"preset": "smoke",
"vars": { "dtype": "float32", "count": 1048576 },
"inputs": {
"condition": { "shape": [1, 1, 512, 1], "dtype": "bool", "dist": "linearMod", "mod": 2 },
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"y": { "shape": [1], "dtype": "float32", "data": { "kind": "values", "values": [0.0] } }
},
"outputs": { "output": { "shape": [4, 1, 512, 512], "dtype": "float32" } },
"bench": {
"metrics": [{ "type": "bandwidth", "value": "args.count * dtypeBytes(args.dtype) * 3 + args.count * 4" }]
}
},
{
"name": "where-f32-4m-mixed-axis-broadcast-fallback",
"preset": "stress",
"vars": { "dtype": "float32", "count": 4194304 },
"inputs": {
"condition": { "shape": [512, 1, 1], "dtype": "bool", "dist": "linearMod", "mod": 2 },
"x": { "shape": [2, 512, 1, 8], "dtype": "float32", "dist": "normal", "seed": 9101, "scale": 2 },
"y": { "shape": [1, 1, 512, 8], "dtype": "float32", "dist": "normal", "seed": 9102, "scale": 2 }
},
"outputs": { "output": { "shape": [2, 512, 512, 8], "dtype": "float32" } },
"bench": {
"metrics": [
{
"type": "bandwidth",
"value": "(numel(shapes.x) + numel(shapes.y) + numel(shapes.output)) * dtypeBytes(args.dtype) + numel(shapes.condition) * 4"
}
]
}
}
]
}