ai.onnx.Unique / build /webgpu /bench.json
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{
"op": "ai.onnx.Unique",
"cases": [
{
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"preset": "smoke",
"inputs": { "x": { "dtype": "int32", "shape": [65536], "dist": "linearMod", "mod": 512 } },
"outputs": { "y": { "dtype": "int32", "shape": [512] } },
"bench": {
"primary": true,
"metrics": [
{
"type": "bandwidth",
"name": "hash-init-build-collect-sort traffic",
"value": "8 * pow2ceil(2 * numel(shapes.x)) + 12 * numel(shapes.x) + 12 * numel(shapes.y)"
}
]
}
},
{
"name": "int32-1024-all-equal",
"inputs": { "x": { "dtype": "int32", "shape": [1024], "data": { "kind": "constant", "value": 7 } } },
"outputs": { "y": { "dtype": "int32", "shape": [1] } }
},
{
"name": "int32-256k-1024-distinct-sorted",
"preset": "smoke",
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"outputs": { "y": { "dtype": "int32", "shape": [1024] } },
"bench": {
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"metrics": [
{
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"name": "hash-init-build-collect-sort traffic",
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}
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{
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}
}
},
"outputs": { "y": { "dtype": "int32", "shape": [64] } },
"bench": {
"primary": true,
"metrics": [
{
"type": "bandwidth",
"name": "hash-init-build-collect-sort traffic",
"value": "12 * pow2ceil(2 * numel(shapes.x)) + 32 * numel(shapes.x) + 16 * numel(shapes.y)"
}
]
}
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{
"name": "float32-262144-8-distinct-serial",
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}
},
"outputs": { "y": { "dtype": "float32", "shape": [8] } },
"bench": {
"primary": true,
"metrics": [{ "type": "bandwidth", "value": "4 * (numel(shapes.x) + numel(shapes.y))" }]
}
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{
"name": "int32-262144-900-distinct-hash",
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"metrics": [
{
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{
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"inputs": { "x": { "dtype": "int32", "shape": [262144], "dist": "linearMod", "mod": 2049 } },
"outputs": { "y": { "dtype": "int32", "shape": [2049] } },
"bench": {
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"metrics": [
{
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"name": "hash-init-build-collect-sort traffic",
"value": "8 * pow2ceil(2 * numel(shapes.x)) + 12 * numel(shapes.x) + 12 * numel(shapes.y)"
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{
"name": "axis0-f32-4096x256-all-distinct",
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"inputs": {
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},
"outputs": { "y": { "dtype": "float32", "shape": [4096, 256] } },
"bench": {
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"metrics": [
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{
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},
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"bench": {
"primary": true,
"metrics": [{ "type": "bandwidth", "value": "4 * (numel(shapes.x) + numel(shapes.y))" }]
}
},
{
"name": "axis_hash_int32_inner2_duplicate_rows_sorted",
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},
"outputs": { "y": { "dtype": "int32", "shape": [3, 2] } },
"bench": {
"primary": true,
"metrics": [{ "type": "bandwidth", "value": "4 * (numel(shapes.x) + numel(shapes.y) + dim(shapes.x, 0))" }]
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{
"name": "axis0_large_y_int32_unsorted_2100_distinct",
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"bench": {
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"metrics": [{ "type": "bandwidth", "value": "4 * (numel(shapes.x) + numel(shapes.y) + dim(shapes.x, 0))" }]
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{
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"outputs": { "y": { "dtype": "int32", "shape": [4096] } },
"bench": {
"primary": true,
"metrics": [
{
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{
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},
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{
"name": "axis0-f32-70000x1-above-hash-capacity-serial",
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"name": "int32-262144-Y4096-token-vocab-sorted",
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}
]
}