ai.onnx.Hardmax / build /webgpu /bench.json
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{
"op": "ai.onnx.Hardmax",
"cases": [
{
"name": "rows_4096_cols_128",
"vars": { "rows": 4096, "cols": 128, "dtype": "float32" },
"inputs": { "x": { "dtype": "float32", "shape": [4096, 128] } },
"outputs": { "y": { "dtype": "float32", "shape": [4096, 128] } },
"bench": {
"primary": true,
"metrics": [{ "type": "bandwidth", "value": "args.rows * args.cols * dtypeBytes(args.dtype) * 2" }]
},
"preset": "smoke"
},
{
"name": "rows_4096_cols_512",
"vars": { "rows": 4096, "cols": 512, "dtype": "float32" },
"inputs": { "x": { "dtype": "float32", "shape": [4096, 512] } },
"outputs": { "y": { "dtype": "float32", "shape": [4096, 512] } },
"bench": { "metrics": [{ "type": "bandwidth", "value": "args.rows * args.cols * dtypeBytes(args.dtype) * 2" }] }
},
{
"name": "rows_4096_cols_128_f16",
"vars": { "rows": 4096, "cols": 128, "dtype": "float16" },
"inputs": { "x": { "dtype": "float16", "shape": [4096, 128] } },
"outputs": { "y": { "dtype": "float16", "shape": [4096, 128] } },
"bench": { "metrics": [{ "type": "bandwidth", "value": "args.rows * args.cols * dtypeBytes(args.dtype) * 2" }] }
},
{
"name": "rows_1024_cols_1025",
"vars": { "rows": 1024, "cols": 1025, "dtype": "float32" },
"inputs": { "x": { "dtype": "float32", "shape": [1024, 1025] } },
"outputs": { "y": { "dtype": "float32", "shape": [1024, 1025] } },
"bench": { "metrics": [{ "type": "bandwidth", "value": "args.rows * args.cols * dtypeBytes(args.dtype) * 2" }] }
},
{
"name": "rank3_axis1_scalar_fallback",
"vars": { "outer": 1024, "axisDim": 1024, "inner": 8, "dtype": "float32" },
"inputs": { "x": { "dtype": "float32", "shape": [1024, 1024, 8] } },
"outputs": { "y": { "dtype": "float32", "shape": [1024, 1024, 8] } },
"bench": {
"metrics": [
{ "type": "bandwidth", "value": "args.outer * args.axisDim * args.inner * dtypeBytes(args.dtype) * 2" }
]
}
},
{
"name": "unaligned_last_axis_127_scalar_cliff",
"vars": { "rows": 16384, "cols": 127, "dtype": "float32" },
"inputs": { "x": { "dtype": "float32", "shape": [16384, 127] } },
"outputs": { "y": { "dtype": "float32", "shape": [16384, 127] } },
"bench": { "metrics": [{ "type": "bandwidth", "value": "args.rows * args.cols * dtypeBytes(args.dtype) * 2" }] }
},
{
"name": "rows_1024_cols_1025_f16_subgroup",
"vars": { "rows": 1024, "cols": 1025, "dtype": "float16" },
"inputs": { "x": { "dtype": "float16", "shape": [1024, 1025] } },
"outputs": { "y": { "dtype": "float16", "shape": [1024, 1025] } },
"bench": { "metrics": [{ "type": "bandwidth", "value": "args.rows * args.cols * dtypeBytes(args.dtype) * 2" }] }
},
{
"name": "axis0_huge_axis_few_threads_launch_poor",
"preset": "stress",
"vars": { "outer": 1, "axisDim": 65536, "inner": 64, "dtype": "float32" },
"attrs": { "axis": 0 },
"inputs": { "x": { "dtype": "float32", "shape": [65536, 64], "dist": "normal", "seed": 1301, "scale": 2 } },
"outputs": { "y": { "dtype": "float32", "shape": [65536, 64], "dist": "empty" } },
"bench": {
"metrics": [{ "type": "bandwidth", "value": "args.axisDim * args.inner * dtypeBytes(args.dtype) * 2" }]
}
},
{
"name": "unaligned_last_axis_1023_scalar_row_cliff",
"preset": "edge",
"vars": { "rows": 16384, "cols": 1023, "dtype": "float32" },
"attrs": { "axis": -1 },
"inputs": { "x": { "dtype": "float32", "shape": [16384, 1023], "dist": "normal", "seed": 2207, "scale": 2 } },
"outputs": { "y": { "dtype": "float32", "shape": [16384, 1023], "dist": "empty" } },
"bench": { "metrics": [{ "type": "bandwidth", "value": "args.rows * args.cols * dtypeBytes(args.dtype) * 2" }] }
}
]
}