ai.onnx.PRelu / build /webgpu /bench.json
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{
"tunableSpace": { "WORKGROUP_SIZE": [64, 128, 256] },
"cases": [
{
"name": "1m_f32",
"inputs": {
"x": { "dtype": "float32", "shape": [1048576] },
"slope": { "dtype": "float32", "shape": [1], "data": { "kind": "values", "values": [0.25] } }
},
"outputs": { "y": { "dtype": "float32", "shape": [1048576] } }
},
{
"name": "1m_f32_dense_slope",
"inputs": { "x": { "dtype": "float32", "shape": [1048576] }, "slope": { "dtype": "float32", "shape": [1048576] } },
"outputs": { "y": { "dtype": "float32", "shape": [1048576] } }
},
{
"name": "1m_f32_channel_slope",
"preset": "smoke",
"vars": { "dtype": "float32", "count": 1048576 },
"inputs": {
"x": { "dtype": "float32", "shape": [1, 256, 64, 64] },
"slope": { "dtype": "float32", "shape": [256, 1, 1] }
},
"outputs": { "y": { "dtype": "float32", "shape": [1, 256, 64, 64] } },
"bench": {
"primary": true,
"metrics": [{ "type": "bandwidth", "value": "args.count * 2 * dtypeBytes(args.dtype)" }]
}
},
{
"name": "1m_f16",
"preset": "smoke",
"vars": { "dtype": "float16", "count": 1048576 },
"inputs": {
"x": { "dtype": "float16", "shape": [1048576] },
"slope": { "dtype": "float16", "shape": [1], "data": { "kind": "values", "values": [0.25] } }
},
"outputs": { "y": { "dtype": "float16", "shape": [1048576] } },
"bench": { "metrics": [{ "type": "bandwidth", "value": "args.count * 2 * dtypeBytes(args.dtype)" }] }
},
{
"name": "1m_f16_dense_slope",
"preset": "smoke",
"vars": { "dtype": "float16", "count": 1048576 },
"inputs": { "x": { "dtype": "float16", "shape": [1048576] }, "slope": { "dtype": "float16", "shape": [1048576] } },
"outputs": { "y": { "dtype": "float16", "shape": [1048576] } },
"bench": { "metrics": [{ "type": "bandwidth", "value": "args.count * 3 * dtypeBytes(args.dtype)" }] }
},
{
"name": "broadcast_channel_slope_nchw_scalar_stress",
"preset": "stress",
"vars": { "dtype": "float32", "count": 2097152 },
"inputs": {
"x": { "dtype": "float32", "shape": [1, 512, 64, 64], "dist": "normal", "seed": 961, "scale": 2 },
"slope": { "dtype": "float32", "shape": [512, 1, 1], "dist": "normal", "seed": 962, "scale": 0.25 }
},
"outputs": { "y": { "dtype": "float32", "shape": [1, 512, 64, 64], "dist": "empty" } },
"bench": {
"primary": true,
"metrics": [{ "type": "bandwidth", "value": "args.count * 2 * dtypeBytes(args.dtype)" }]
}
},
{
"name": "scalar_slope_numel_not_mult4_cliff_stress",
"preset": "stress",
"vars": { "dtype": "float32", "count": 1050625 },
"inputs": {
"x": { "dtype": "float32", "shape": [1050625], "dist": "normal", "seed": 963, "scale": 2 },
"slope": { "dtype": "float32", "shape": [1], "data": { "kind": "values", "values": [0.25] } }
},
"outputs": { "y": { "dtype": "float32", "shape": [1050625], "dist": "empty" } },
"bench": { "metrics": [{ "type": "bandwidth", "value": "args.count * 2 * dtypeBytes(args.dtype)" }] }
}
]
}