| { |
| "domain": "com.microsoft", |
| "name": "BiasSplitGelu", |
| "sinceVersion": 1, |
| "inputs": { "X": { "dtype": "T", "rank": 3 }, "bias": { "dtype": "T", "rank": 1 } }, |
| "outputs": { "Y": { "dtype": "T", "rank": 3, "shape": "[dim(shapes.X, 0), dim(shapes.X, 1), dim(shapes.X, 2) / 2]" } }, |
| "typeConstraints": { "T": ["float32", "float16"] }, |
| "tunables": { "WORKGROUP_SIZE": { "default": 64 } }, |
| "when": ["ranks.X == 3", "ranks.Y == 3", "dim(shapes.Y, 0) == dim(shapes.X, 0)", "dim(shapes.Y, 1) == dim(shapes.X, 1)", "dim(shapes.X, 2) % 2 == 0", "dim(shapes.Y, 2) == dim(shapes.X, 2) / 2", "f16Ok(dtypes.T)", "ranks.bias == 1", "dim(shapes.bias, 0) == dim(shapes.X, 2)"], |
| "bindings": { |
| "x": { "arg": "X", "elementType": "$scalar" }, |
| "bias": { "elementType": "$scalar", "length": "$twice" }, |
| "y_y": { "arg": "Y", "name": "y", "elementType": "$scalar" }, |
| "params_main": { |
| "name": "params", |
| "struct": [ |
| { |
| "name": "count", |
| "type": "u32", |
| "value": "(numel(shapes.Y) / (dim(shapes.X, ranks.X - 1) / 2)) * ceilDiv(dim(shapes.X, ranks.X - 1) / 2, 4)" |
| } |
| ] |
| }, |
| "bias_main": { "name": "bias", "elementType": "$scalar" }, |
| "params_count": { "name": "params", "struct": [{ "name": "count", "type": "u32", "value": "numel(shapes.Y)" }] } |
| }, |
| "variants": [ |
| { |
| "id": "vec4", |
| "priority": 30, |
| "when": ["numel(shapes.Y) > 0", "numel(shapes.Y) % 4 == 0", "dim(shapes.Y, 2) % 4 == 0"], |
| "derive": { |
| "vec4": true, |
| "vec4Tail": false, |
| "vectorScalar": "\"vec4<\" ~ dtypes.T ~ \">\"", |
| "hidden": "dim(shapes.X, ranks.X - 1) / 2 if dim(shapes.X, ranks.X - 1) > 0 else 1", |
| "twice": "dim(shapes.X, ranks.X - 1) if dim(shapes.X, ranks.X - 1) > 0 else 2" |
| }, |
| "passes": [ |
| { |
| "id": "main", |
| "name": "BiasSplitGelu.Vec4", |
| "shader": "bias-split-gelu.wgsl.jinja", |
| "bindings": [ |
| "x", |
| "bias", |
| { "arg": "Y", "name": "y", "elementType": "$vectorScalar" }, |
| { "name": "params", "struct": [{ "name": "count", "type": "u32", "value": "numel(shapes.Y) / 4" }] } |
| ], |
| "dispatch": { |
| "x": "min(ceilDiv((numel(shapes.Y) / 4), (tunables.WORKGROUP_SIZE)), 65535)", |
| "y": "ceilDiv(ceilDiv((numel(shapes.Y) / 4), (tunables.WORKGROUP_SIZE)), 65535)", |
| "z": 1 |
| } |
| } |
| ] |
| }, |
| { |
| "id": "vec4_tail", |
| "priority": 20, |
| "when": ["numel(shapes.Y) > 0"], |
| "derive": { |
| "vec4": false, |
| "vec4Tail": true, |
| "hidden": "dim(shapes.X, ranks.X - 1) / 2 if dim(shapes.X, ranks.X - 1) > 0 else 1", |
| "twice": "dim(shapes.X, ranks.X - 1) if dim(shapes.X, ranks.X - 1) > 0 else 2" |
| }, |
| "passes": [ |
| { |
| "id": "main", |
| "name": "BiasSplitGelu.Vec4Tail", |
| "shader": "bias-split-gelu.wgsl.jinja", |
| "bindings": ["x", "bias", "y_y", "params_main"], |
| "dispatch": { |
| "x": "min(ceilDiv(((numel(shapes.Y) / (dim(shapes.X, ranks.X - 1) / 2)) * ceilDiv(dim(shapes.X, ranks.X - 1) / 2, 4)), (tunables.WORKGROUP_SIZE)), 65535)", |
| "y": "ceilDiv(ceilDiv(((numel(shapes.Y) / (dim(shapes.X, ranks.X - 1) / 2)) * ceilDiv(dim(shapes.X, ranks.X - 1) / 2, 4)), (tunables.WORKGROUP_SIZE)), 65535)", |
| "z": 1 |
| } |
| } |
| ] |
| }, |
| { |
| "id": "scalar", |
| "priority": 0, |
| "when": ["true"], |
| "derive": { |
| "vec4": false, |
| "vec4Tail": false, |
| "hidden": "dim(shapes.X, ranks.X - 1) / 2 if dim(shapes.X, ranks.X - 1) > 0 else 1", |
| "twice": "dim(shapes.X, ranks.X - 1) if dim(shapes.X, ranks.X - 1) > 0 else 2" |
| }, |
| "passes": [ |
| { |
| "id": "main", |
| "name": "BiasSplitGelu.Scalar", |
| "shader": "bias-split-gelu.wgsl.jinja", |
| "bindings": ["x", "bias_main", "y_y", "params_count"], |
| "dispatch": { |
| "x": "min(ceilDiv((numel(shapes.Y)), (tunables.WORKGROUP_SIZE)), 65535)", |
| "y": "ceilDiv(ceilDiv((numel(shapes.Y)), (tunables.WORKGROUP_SIZE)), 65535)", |
| "z": 1 |
| } |
| } |
| ] |
| } |
| ], |
| "derive": { "scalar": "dtypes.T" } |
| } |
|
|
