| { |
| "domain": "ai.onnx", |
| "name": "Mod", |
| "sinceVersion": 13, |
| "inputs": { "a": { "onnx": "A", "dtype": "T" }, "b": { "onnx": "B", "dtype": "T" } }, |
| "outputs": { |
| "c": { "onnx": "C", "dtype": "T", "rank": "max(ranks.a, ranks.b)", "shape": "broadcastShape(shapes.a, shapes.b)" } |
| }, |
| "attributes": { "fmod": { "default": 0 } }, |
| "attributeConstraints": { "fmod": { "values": [0, 1] } }, |
| "typeConstraints": { "T": ["float32", "float16", "int32", "uint32", "int16", "int8", "uint8"] }, |
| "tunables": { "WORKGROUP_SIZE": { "default": 256 } }, |
| "derive": { |
| "floatFmodContract": "attrs.fmod != 0 or not (dtypes.T == \"f32\" or dtypes.T == \"f16\")", |
| "scalar": "dtypes.T", |
| "isU32": "dtypes.T == \"u32\"", |
| "isI32": "dtypes.T == \"i32\"", |
| "fmod": "attrs.fmod != 0", |
| "vectorScalar": "\"vec4<\" ~ dtypes.T ~ \">\"" |
| }, |
| "when": ["f16Ok(dtypes.T)", "floatFmodContract"], |
| "bindings": { |
| "a": { "elementType": "$vectorScalar" }, |
| "c": { "elementType": "$vectorScalar" }, |
| "params": { "struct": [{ "name": "count", "type": "u32", "value": "numel(shapes.c) / 4" }] } |
| }, |
| "variants": [ |
| { |
| "id": "last_axis_broadcast_vec4", |
| "priority": 25, |
| "when": ["ranks.c >= 1", "sameShape(shapes.a, shapes.c)", "ranks.b == 1", "dim(shapes.b, 0) == dim(shapes.c, ranks.c - 1)", "numel(shapes.c) > 0", "numel(shapes.c) % 4 == 0"], |
| "passes": [ |
| { |
| "id": "main", |
| "name": "Mod.LastAxisBroadcastVec4", |
| "shader": "mod-vec4.wgsl.jinja", |
| "derive": { "perAxisB": true, "axisDimSpec": "dim(shapes.b, 0)" }, |
| "bindings": ["a", "b", "c", "params"], |
| "dispatch": { |
| "x": "min(ceilDiv((numel(shapes.c) / 4), (tunables.WORKGROUP_SIZE)), 65535)", |
| "y": "ceilDiv(ceilDiv((numel(shapes.c) / 4), (tunables.WORKGROUP_SIZE)), 65535)", |
| "z": 1 |
| } |
| } |
| ] |
| }, |
| { |
| "id": "scalar_b_vec4", |
| "priority": 30, |
| "when": ["sameShape(shapes.a, shapes.c)", "numel(shapes.b) == 1", "numel(shapes.c) > 0", "numel(shapes.c) % 4 == 0"], |
| "passes": [ |
| { |
| "id": "main", |
| "name": "Mod.ScalarBVec4", |
| "shader": "mod-vec4.wgsl.jinja", |
| "derive": { "scalarB": true }, |
| "bindings": ["a", { "arg": "b", "elementType": "$scalar", "length": 1 }, "c", "params"], |
| "dispatch": { |
| "x": "min(ceilDiv((numel(shapes.c) / 4), (tunables.WORKGROUP_SIZE)), 65535)", |
| "y": "ceilDiv(ceilDiv((numel(shapes.c) / 4), (tunables.WORKGROUP_SIZE)), 65535)", |
| "z": 1 |
| } |
| } |
| ] |
| }, |
| { |
| "id": "same_shape_vec4", |
| "priority": 26, |
| "when": ["sameShape(shapes.a, shapes.c)", "sameShape(shapes.b, shapes.c)", "numel(shapes.c) > 0", "numel(shapes.c) % 4 == 0"], |
| "passes": [ |
| { |
| "id": "main", |
| "name": "Mod.Vec4", |
| "shader": "mod-vec4.wgsl.jinja", |
| "bindings": ["a", { "arg": "b", "elementType": "$vectorScalar" }, "c", "params"], |
| "dispatch": { |
| "x": "min(ceilDiv((numel(shapes.c) / 4), (tunables.WORKGROUP_SIZE)), 65535)", |
| "y": "ceilDiv(ceilDiv((numel(shapes.c) / 4), (tunables.WORKGROUP_SIZE)), 65535)", |
| "z": 1 |
| } |
| } |
| ] |
| }, |
| { |
| "id": "broadcast", |
| "when": ["ranks.a >= 0", "ranks.b >= 0", "ranks.c >= 0", "ranks.a <= ranks.c", "ranks.b <= ranks.c"], |
| "passes": [ |
| { |
| "id": "main", |
| "name": "Mod", |
| "shader": "mod.wgsl.jinja", |
| "derive": { |
| "aShape": "shapes.a", |
| "bShape": "shapes.b", |
| "cShape": "shapes.c", |
| "aRank": "ranks.a", |
| "bRank": "ranks.b", |
| "cRank": "ranks.c" |
| }, |
| "bindings": [ |
| { "arg": "a" }, |
| "b", |
| { "arg": "c" }, |
| { "name": "params", "struct": [{ "name": "count", "type": "u32", "value": "numel(shapes.c)" }] } |
| ], |
| "dispatch": { |
| "x": "min(ceilDiv((numel(shapes.c)), (tunables.WORKGROUP_SIZE)), 65535)", |
| "y": "ceilDiv(ceilDiv((numel(shapes.c)), (tunables.WORKGROUP_SIZE)), 65535)", |
| "z": 1 |
| } |
| } |
| ] |
| } |
| ] |
| } |
|
|
