ai.onnx.Cast / build /webgpu /bench.json
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{
"op": "ai.onnx.Cast",
"tunableSpace": { "WORKGROUP_SIZE": [64, 128, 256] },
"cases": [
{
"name": "cast-f32-u32-1m",
"preset": "smoke",
"vars": { "inputDtype": "float32", "outputDtype": "uint32", "count": 1048576 },
"attrs": { "to": 12 },
"inputs": {
"x": { "shape": [1048576], "dtype": "float32", "dist": "uniform", "seed": 103, "scale": 32, "signed": false }
},
"outputs": { "y": { "shape": [1048576], "dtype": "uint32" } },
"bench": {
"primary": true,
"metrics": [
{ "type": "bandwidth", "value": "args.count * (dtypeBytes(args.inputDtype) + dtypeBytes(args.outputDtype))" }
]
}
},
{
"name": "cast-f32-u32-1m-plus3",
"preset": "smoke",
"vars": { "inputDtype": "float32", "outputDtype": "uint32", "count": 1048579 },
"attrs": { "to": 12 },
"inputs": {
"x": { "shape": [1048579], "dtype": "float32", "dist": "uniform", "seed": 104, "scale": 32, "signed": false }
},
"outputs": { "y": { "shape": [1048579], "dtype": "uint32" } },
"bench": {
"metrics": [
{ "type": "bandwidth", "value": "args.count * (dtypeBytes(args.inputDtype) + dtypeBytes(args.outputDtype))" }
]
}
},
{
"name": "cast-f32-u32-16m",
"preset": "smoke",
"vars": { "inputDtype": "float32", "outputDtype": "uint32", "count": 16777216 },
"attrs": { "to": 12 },
"inputs": {
"x": { "shape": [16777216], "dtype": "float32", "dist": "uniform", "seed": 108, "scale": 32, "signed": false }
},
"outputs": { "y": { "shape": [16777216], "dtype": "uint32" } },
"bench": {
"metrics": [
{ "type": "bandwidth", "value": "args.count * (dtypeBytes(args.inputDtype) + dtypeBytes(args.outputDtype))" }
]
}
},
{
"name": "cast-f32-f16-1m",
"preset": "smoke",
"vars": { "inputDtype": "float32", "outputDtype": "float16", "count": 1048576 },
"attrs": { "to": 10 },
"inputs": { "x": { "shape": [1048576], "dtype": "float32", "dist": "normal", "seed": 105 } },
"outputs": { "y": { "shape": [1048576], "dtype": "float16" } },
"bench": {
"metrics": [
{ "type": "bandwidth", "value": "args.count * (dtypeBytes(args.inputDtype) + dtypeBytes(args.outputDtype))" }
]
}
},
{
"name": "cast-f16-f32-1m",
"preset": "smoke",
"vars": { "inputDtype": "float16", "outputDtype": "float32", "count": 1048576 },
"attrs": { "to": 1 },
"inputs": { "x": { "shape": [1048576], "dtype": "float16", "dist": "normal", "seed": 106 } },
"outputs": { "y": { "shape": [1048576], "dtype": "float32" } },
"bench": {
"metrics": [
{ "type": "bandwidth", "value": "args.count * (dtypeBytes(args.inputDtype) + dtypeBytes(args.outputDtype))" }
]
}
},
{
"name": "cast-i8-f32-1m-plus3",
"preset": "smoke",
"vars": { "inputDtype": "int8", "outputDtype": "float32", "count": 1048579 },
"attrs": { "to": 1 },
"inputs": {
"x": { "shape": [1048579], "dtype": "int8", "dist": "uniform", "seed": 107, "scale": 127, "signed": true }
},
"outputs": { "y": { "shape": [1048579], "dtype": "float32" } },
"bench": {
"metrics": [
{ "type": "bandwidth", "value": "args.count * (dtypeBytes(args.inputDtype) + dtypeBytes(args.outputDtype))" }
]
}
}
]
}