ai.onnx.Sum / build /webgpu /bench.json
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{
"op": "ai.onnx.Sum",
"tunableSpace": { "WORKGROUP_SIZE": [64, 128, 256] },
"cases": [
{
"name": "sum-f32-4m",
"preset": "smoke",
"vars": { "dtype": "float32", "count": 4194304 },
"inputs": {
"a": { "dtype": "float32", "shape": [4194304], "dist": "normal", "seed": 702, "scale": 2 },
"b": { "dtype": "float32", "shape": [4194304], "dist": "normal", "seed": 703, "scale": 2 }
},
"outputs": { "y": { "dtype": "float32", "shape": [4194304] } },
"bench": {
"primary": true,
"metrics": [{ "type": "bandwidth", "value": "args.count * dtypeBytes(args.dtype) * 3" }]
}
},
{
"name": "sum-f32-broadcast-scalar-4m-unaligned",
"preset": "stress",
"vars": { "dtype": "float32", "count": 4194302 },
"inputs": {
"a": { "dtype": "float32", "shape": [4194302], "dist": "normal", "seed": 711, "scale": 2 },
"b": { "dtype": "float32", "shape": [4194302], "dist": "normal", "seed": 712, "scale": 2 }
},
"outputs": { "y": { "dtype": "float32", "shape": [4194302] } },
"bench": { "metrics": [{ "type": "bandwidth", "value": "args.count * dtypeBytes(args.dtype) * 3" }] }
},
{
"name": "sum-f32-four-input-rank4-mixed-broadcast-pathology",
"preset": "stress",
"vars": { "dtype": "float32", "count": 2097152 },
"inputs": {
"a": { "dtype": "float32", "shape": [8, 64, 64, 64], "dist": "normal", "seed": 713, "scale": 2 },
"b": { "dtype": "float32", "shape": [1, 64, 1, 1], "dist": "normal", "seed": 714, "scale": 0.25 },
"c": { "dtype": "float32", "shape": [8, 1, 64, 64], "dist": "normal", "seed": 715, "scale": 0.5 },
"d": { "dtype": "float32", "shape": [1], "data": { "kind": "constant", "value": 0.125 } }
},
"outputs": { "y": { "dtype": "float32", "shape": [8, 64, 64, 64], "dist": "empty" } },
"bench": {
"metrics": [
{
"type": "bandwidth",
"value": "dtypeBytes(args.dtype) * (numel(shapes.a) + numel(shapes.b) + numel(shapes.c) + numel(shapes.d) + numel(shapes.y))"
}
]
}
},
{
"name": "sum-f32-three-input-rank4-mixed-broadcast-pathology",
"preset": "stress",
"vars": { "dtype": "float32", "count": 2097152 },
"inputs": {
"a": { "dtype": "float32", "shape": [8, 64, 64, 64], "dist": "normal", "seed": 716, "scale": 2 },
"b": { "dtype": "float32", "shape": [1, 64, 1, 1], "dist": "normal", "seed": 717, "scale": 0.25 },
"c": { "dtype": "float32", "shape": [8, 1, 64, 64], "dist": "normal", "seed": 718, "scale": 0.5 }
},
"outputs": { "y": { "dtype": "float32", "shape": [8, 64, 64, 64], "dist": "empty" } },
"bench": {
"primary": true,
"metrics": [
{
"type": "bandwidth",
"value": "dtypeBytes(args.dtype) * (numel(shapes.a) + numel(shapes.b) + numel(shapes.c) + numel(shapes.y))"
}
]
}
}
]
}