File size: 2,103 Bytes
9ca4c42 53d66ee 9ca4c42 53d66ee 2cf8441 53d66ee 9ca4c42 53d66ee 9ca4c42 2cf8441 9ca4c42 53d66ee 9ca4c42 53d66ee 9ca4c42 53d66ee 9ca4c42 2cf8441 9ca4c42 53d66ee 9ca4c42 53d66ee 9ca4c42 | 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 | {
"domain": "com.microsoft",
"name": "Gelu",
"sinceVersion": 1,
"inputs": { "X": { "dtype": "T" } },
"outputs": { "Y": { "dtype": "T", "rank": "ranks.X", "shape": "shapes.X" } },
"typeConstraints": { "T": ["float32", "float16"] },
"tunables": { "WORKGROUP_SIZE": { "default": 256 } },
"derive": { "scalar": "dtypes.T", "vec4Tail": false },
"when": ["numel(shapes.X) == numel(shapes.Y)", "f16Ok(dtypes.T)"],
"variants": [
{
"id": "vec4",
"priority": 20,
"when": ["numel(shapes.X) > 0", "numel(shapes.X) % 4 == 0"],
"derive": { "vec4": true, "vectorScalar": "\"vec4<\" ~ dtypes.T ~ \">\"" },
"passes": [
{
"id": "main",
"name": "Gelu.Vec4",
"shader": "elementwise-bias-gelu.wgsl.jinja",
"bindings": [
{ "arg": "X", "name": "x", "elementType": "$vectorScalar" },
{ "arg": "Y", "name": "y", "elementType": "$vectorScalar" },
{ "name": "params", "struct": [{ "name": "count", "type": "u32", "value": "numel(shapes.X) / 4" }] }
],
"dispatch": {
"x": "min(ceilDiv((numel(shapes.X) / 4), (tunables.WORKGROUP_SIZE)), 65535)",
"y": "ceilDiv(ceilDiv((numel(shapes.X) / 4), (tunables.WORKGROUP_SIZE)), 65535)",
"z": 1
}
}
]
},
{
"id": "scalar",
"priority": 0,
"derive": { "vec4": false },
"passes": [
{
"id": "main",
"name": "Gelu.Scalar",
"shader": "elementwise-bias-gelu.wgsl.jinja",
"bindings": [
{ "arg": "X", "name": "x", "elementType": "$scalar" },
{ "arg": "Y", "name": "y", "elementType": "$scalar" },
{ "name": "params", "struct": [{ "name": "count", "type": "u32", "value": "numel(shapes.X)" }] }
],
"dispatch": {
"x": "min(ceilDiv((numel(shapes.X)), (tunables.WORKGROUP_SIZE)), 65535)",
"y": "ceilDiv(ceilDiv((numel(shapes.X)), (tunables.WORKGROUP_SIZE)), 65535)",
"z": 1
}
}
]
}
]
}
|