ai.onnx.Slice / build /webgpu /bench.json
Xenova's picture
Xenova HF Staff
sync 2e7068faf55e
c1d13ab verified
Raw
History Blame
6.73 kB
{
"op": "ai.onnx.Slice",
"tunableSpace": { "WORKGROUP_SIZE": [64, 128, 256] },
"cases": [
{
"name": "rank3_sequence_window",
"inputs": {
"data": { "dtype": "float32", "shape": [1, 128, 768] },
"starts": { "dtype": "int32", "shape": [1], "dist": "constant", "value": 32 },
"ends": { "dtype": "int32", "shape": [1], "dist": "constant", "value": 96 },
"axes": { "dtype": "int32", "shape": [1], "dist": "constant", "value": 1 },
"steps": { "dtype": "int32", "shape": [1], "dist": "constant", "value": 1 }
},
"outputs": { "output": { "dtype": "float32", "shape": [1, 64, 768] } }
},
{
"name": "rank3_end_past_dim",
"inputs": {
"data": { "dtype": "float32", "shape": [1, 128, 768] },
"starts": { "dtype": "int32", "shape": [1], "dist": "constant", "value": 120 },
"ends": { "dtype": "int32", "shape": [1], "dist": "constant", "value": 999 },
"axes": { "dtype": "int32", "shape": [1], "dist": "constant", "value": 1 },
"steps": { "dtype": "int32", "shape": [1], "dist": "constant", "value": 1 }
},
"outputs": { "output": { "dtype": "float32", "shape": [1, 8, 768] } }
},
{
"name": "slice-rows-aligned-f32-4096x4096",
"preset": "smoke",
"vars": { "outRows": 3584, "cols": 4096 },
"inputs": {
"data": { "dtype": "float32", "shape": [4096, 4096], "dist": "normal", "seed": 131, "scale": 0.5 },
"starts": { "dtype": "int32", "shape": [1], "dist": "constant", "value": 256 },
"ends": { "dtype": "int32", "shape": [1], "dist": "constant", "value": 3840 },
"axes": { "dtype": "int32", "shape": [1], "dist": "constant", "value": 0 },
"steps": { "dtype": "int32", "shape": [1], "dist": "constant", "value": 1 }
},
"outputs": { "output": { "dtype": "float32", "shape": [3584, 4096] } },
"bench": { "primary": true, "metrics": [{ "type": "bandwidth", "value": "args.outRows * args.cols * 4 * 2" }] }
},
{
"name": "slice-inner-misaligned-f32-4096x4100",
"preset": "smoke",
"vars": { "rows": 4096, "outCols": 4096 },
"inputs": {
"data": { "dtype": "float32", "shape": [4096, 4100], "dist": "normal", "seed": 132, "scale": 0.5 },
"starts": { "dtype": "int32", "shape": [1], "dist": "constant", "value": 2 },
"ends": { "dtype": "int32", "shape": [1], "dist": "constant", "value": 4098 },
"axes": { "dtype": "int32", "shape": [1], "dist": "constant", "value": 1 },
"steps": { "dtype": "int32", "shape": [1], "dist": "constant", "value": 1 }
},
"outputs": { "output": { "dtype": "float32", "shape": [4096, 4096] } },
"bench": { "metrics": [{ "type": "bandwidth", "value": "args.rows * args.outCols * 4 * 2" }] }
},
{
"name": "slice-rows-aligned-f16-4096x2048",
"preset": "edge",
"vars": { "outRows": 3072, "cols": 2048, "dtype": "float16" },
"inputs": {
"data": { "dtype": "float16", "shape": [4096, 2048], "dist": "normal", "seed": 133, "scale": 0.5 },
"starts": { "dtype": "int32", "shape": [1], "dist": "constant", "value": 512 },
"ends": { "dtype": "int32", "shape": [1], "dist": "constant", "value": 3584 },
"axes": { "dtype": "int32", "shape": [1], "dist": "constant", "value": 0 },
"steps": { "dtype": "int32", "shape": [1], "dist": "constant", "value": 1 }
},
"outputs": { "output": { "dtype": "float16", "shape": [3072, 2048] } },
"bench": {
"metrics": [{ "type": "bandwidth", "value": "args.outRows * args.cols * dtypeBytes(args.dtype) * 2" }]
}
},
{
"name": "slice-inner-true-misaligned-f32-4096x4097",
"preset": "edge",
"vars": { "rows": 4096, "outCols": 4097 },
"inputs": {
"data": { "dtype": "float32", "shape": [8192, 4097], "dist": "normal", "seed": 141, "scale": 0.5 },
"starts": { "dtype": "int32", "shape": [1], "dist": "constant", "value": 2048 },
"ends": { "dtype": "int32", "shape": [1], "dist": "constant", "value": 6144 },
"axes": { "dtype": "int32", "shape": [1], "dist": "constant", "value": 0 },
"steps": { "dtype": "int32", "shape": [1], "dist": "constant", "value": 1 }
},
"outputs": { "output": { "dtype": "float32", "shape": [4096, 4097] } },
"bench": { "metrics": [{ "type": "bandwidth", "value": "args.rows * args.outCols * 4 * 2" }] }
},
{
"name": "slice-no-axes-no-steps-f32-4096x4096",
"preset": "edge",
"vars": { "outRows": 3584, "cols": 4096 },
"inputs": {
"data": { "dtype": "float32", "shape": [4096, 4096], "dist": "normal", "seed": 142, "scale": 0.5 },
"starts": { "dtype": "int32", "shape": [1], "dist": "constant", "value": 256 },
"ends": { "dtype": "int32", "shape": [1], "dist": "constant", "value": 3840 }
},
"outputs": { "output": { "dtype": "float32", "shape": [3584, 4096] } },
"bench": { "metrics": [{ "type": "bandwidth", "value": "args.outRows * args.cols * 4 * 2" }] }
},
{
"name": "slice-inner-vec4-unaligned-reverse-f32-4096x4096",
"preset": "stress",
"vars": { "rows": 4096, "cols": 4096 },
"inputs": {
"data": { "dtype": "float32", "shape": [4096, 4096], "dist": "normal", "seed": 151, "scale": 0.5 },
"starts": { "dtype": "int32", "shape": [1], "dist": "constant", "value": -1 },
"ends": { "dtype": "int32", "shape": [1], "dist": "constant", "value": -2147483648 },
"axes": { "dtype": "int32", "shape": [1], "dist": "constant", "value": 1 },
"steps": { "dtype": "int32", "shape": [1], "dist": "constant", "value": -1 }
},
"outputs": { "output": { "dtype": "float32", "shape": [4096, 4096], "dist": "empty" } },
"bench": { "metrics": [{ "type": "bandwidth", "value": "args.rows * args.cols * 4 * 2" }] }
},
{
"name": "slice-rows-aligned-f32-2048x2048",
"preset": "smoke",
"vars": { "outRows": 1792, "cols": 2048 },
"inputs": {
"data": { "dtype": "float32", "shape": [2048, 2048], "dist": "normal", "seed": 134, "scale": 0.5 },
"starts": { "dtype": "int32", "shape": [1], "dist": "constant", "value": 128 },
"ends": { "dtype": "int32", "shape": [1], "dist": "constant", "value": 1920 },
"axes": { "dtype": "int32", "shape": [1], "dist": "constant", "value": 0 },
"steps": { "dtype": "int32", "shape": [1], "dist": "constant", "value": 1 }
},
"outputs": { "output": { "dtype": "float32", "shape": [1792, 2048] } },
"bench": { "metrics": [{ "type": "bandwidth", "value": "args.outRows * args.cols * 4 * 2" }] }
}
]
}