File size: 4,520 Bytes
edc68fe | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 | {
"op": "ai.onnx.Tile",
"tunableSpace": { "WORKGROUP_SIZE": [64, 128, 256] },
"cases": [
{
"name": "tile-vec4-rows-f32-8x512x1024-repeat4",
"preset": "smoke",
"vars": { "dtype": "float32", "outCount": 16777216 },
"inputs": {
"input": { "dtype": "float32", "shape": [8, 512, 1024], "dist": "normal", "seed": 878, "scale": 1 },
"repeats": { "dtype": "uint32", "shape": [3], "data": { "kind": "values", "values": [4, 1, 1] } }
},
"outputs": { "output": { "dtype": "float32", "shape": [32, 512, 1024] } },
"bench": {
"primary": true,
"metrics": [{ "type": "bandwidth", "value": "args.outCount * dtypeBytes(args.dtype) * 2" }]
}
},
{
"name": "rank3",
"inputs": {
"input": { "dtype": "float32", "shape": [1, 128, 64] },
"repeats": { "dtype": "uint32", "shape": [3], "data": { "kind": "values", "values": [4, 1, 1] } }
},
"outputs": { "output": { "dtype": "float32", "shape": [4, 128, 64] } }
},
{
"name": "rank1_large_output_from_scalar",
"preset": "edge",
"vars": { "dtype": "float32", "count": 1048576 },
"inputs": {
"input": { "dtype": "float32", "shape": [1], "dist": "constant", "value": 1 },
"repeats": { "dtype": "uint32", "shape": [1], "dist": "constant", "value": 1048576 }
},
"outputs": { "output": { "dtype": "float32", "shape": [1048576] } },
"bench": { "metrics": [{ "type": "bandwidth", "value": "args.count * dtypeBytes(args.dtype)" }] }
},
{
"name": "rank5_uniform_repeats",
"preset": "edge",
"vars": { "dtype": "float32", "count": 65536 },
"inputs": {
"input": { "dtype": "float32", "shape": [1, 8, 1, 8, 1], "dist": "normal", "seed": 877, "scale": 1 },
"repeats": { "dtype": "uint32", "shape": [5], "dist": "constant", "value": 4 }
},
"outputs": { "output": { "dtype": "float32", "shape": [4, 32, 4, 32, 4] } },
"bench": { "metrics": [{ "type": "bandwidth", "value": "args.count * dtypeBytes(args.dtype)" }] }
},
{
"name": "tile-vec4-rows-f16-8x512x1024-repeat4",
"preset": "edge",
"vars": { "dtype": "float16", "outCount": 16777216 },
"inputs": {
"input": { "dtype": "float16", "shape": [8, 512, 1024], "dist": "normal", "seed": 879, "scale": 1 },
"repeats": { "dtype": "uint32", "shape": [3], "data": { "kind": "values", "values": [4, 1, 1] } }
},
"outputs": { "output": { "dtype": "float16", "shape": [32, 512, 1024] } },
"bench": { "metrics": [{ "type": "bandwidth", "value": "args.outCount * dtypeBytes(args.dtype) * 2" }] }
},
{
"name": "tile-lastdim-not-mul4-scalar-cliff-f32-8x512x1023-repeat4",
"preset": "edge",
"vars": { "dtype": "float32", "outCount": 16760832 },
"inputs": {
"input": { "dtype": "float32", "shape": [8, 512, 1023], "dist": "normal", "seed": 880, "scale": 1 },
"repeats": { "dtype": "uint32", "shape": [3], "data": { "kind": "values", "values": [4, 1, 1] } }
},
"outputs": { "output": { "dtype": "float32", "shape": [32, 512, 1023] } },
"bench": { "metrics": [{ "type": "bandwidth", "value": "args.outCount * dtypeBytes(args.dtype) * 2" }] }
},
{
"name": "tile-lastaxis-repeat-broadcast-fallback-f32-16x2048-repeat4",
"preset": "edge",
"vars": { "dtype": "float32", "outCount": 131072 },
"inputs": {
"input": { "dtype": "float32", "shape": [16, 2048], "dist": "normal", "seed": 881, "scale": 1 },
"repeats": { "dtype": "uint32", "shape": [2], "data": { "kind": "values", "values": [1, 4] } }
},
"outputs": { "output": { "dtype": "float32", "shape": [16, 8192] } },
"bench": { "metrics": [{ "type": "bandwidth", "value": "args.outCount * dtypeBytes(args.dtype) * 2" }] }
},
{
"name": "tile-generic-rank6-deep-fold-lastaxis-repeat-f32-4x4x4x4x4x64",
"preset": "stress",
"vars": { "dtype": "float32", "outCount": 131072 },
"inputs": {
"input": { "dtype": "float32", "shape": [4, 4, 4, 4, 4, 64], "dist": "normal", "seed": 5301, "scale": 1 },
"repeats": { "dtype": "uint32", "shape": [6], "data": { "kind": "values", "values": [1, 1, 1, 1, 1, 2] } }
},
"outputs": { "output": { "dtype": "float32", "shape": [4, 4, 4, 4, 4, 128] } },
"bench": { "metrics": [{ "type": "bandwidth", "value": "args.outCount * dtypeBytes(args.dtype) * 2" }] }
}
]
}
|