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[nnpackage,res] support RoPE operation #14013

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merged 4 commits into from
Sep 24, 2024
Merged

[nnpackage,res] support RoPE operation #14013

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3a51ad3
[circleschema] add RoPE operation
ys44kim Sep 13, 2024
d0324d1
[circleschema] update revision history
ys44kim Sep 24, 2024
1581c64
[circleschema] update nnpackage revision history
ys44kim Sep 24, 2024
eb9757f
[circleschema] add comment
ys44kim Sep 24, 2024
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14 changes: 13 additions & 1 deletion nnpackage/schema/circle_schema.fbs
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Original file line number Diff line number Diff line change
Expand Up @@ -33,7 +33,8 @@
// Version 0.6: Base up to TensorFlow Lite v2.13.0 schema.
// Version 0.7: Base up to TensorFlow Lite v2.15.0 schema, deprecate data_format in Subgraph table
// Version 0.8: GRU op is added. UINT4 is added.
// Version 0.9: GGML_Q{X}_{Y} types are added. Weight compression option is added
// Version 0.9: GGML_Q{X}_{Y} types are added. Weight compression option is added.
// ROPE op is added.

namespace circle;

Expand Down Expand Up @@ -286,6 +287,7 @@ table Tensor {
// set of acceptable options.
// LINT.IfChange
enum BuiltinOperator : int32 {
ROPE = -7,
RMS_NORM = -6,
GRU = -5,
BCQ_GATHER = -4,
Expand Down Expand Up @@ -636,6 +638,7 @@ union BuiltinOptions {
BitcastOptions,
BitwiseXorOptions,
RightShiftOptions,
RoPEOptions = 249,
RmsNormOptions = 250,
GRUOptions = 251,
BCQGatherOptions = 252,
Expand Down Expand Up @@ -1525,6 +1528,15 @@ table RmsNormOptions {
epsilon:float;
}

enum RoPEMode : int {
GPT_NEOX,
GPT_J,
}

table RoPEOptions {
mode: RoPEMode;
}

// An OperatorCode can be an enum value (BuiltinOperator) if the operator is a
// builtin, or a string if the operator is custom.
table OperatorCode {
Expand Down
14 changes: 13 additions & 1 deletion res/CircleSchema/0.9/circle_schema.fbs
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Original file line number Diff line number Diff line change
Expand Up @@ -33,7 +33,8 @@
// Version 0.6: Base up to TensorFlow Lite v2.13.0 schema.
// Version 0.7: Base up to TensorFlow Lite v2.15.0 schema, deprecate data_format in Subgraph table
// Version 0.8: GRU op is added. UINT4 is added.
// Version 0.9: GGML_Q{X}_{Y} types are added. Weight compression option is added
// Version 0.9: GGML_Q{X}_{Y} types are added. Weight compression option is added.
// ROPE op is added.

namespace circle;

Expand Down Expand Up @@ -286,6 +287,7 @@ table Tensor {
// set of acceptable options.
// LINT.IfChange
enum BuiltinOperator : int32 {
ROPE = -7,
RMS_NORM = -6,
GRU = -5,
BCQ_GATHER = -4,
Expand Down Expand Up @@ -636,6 +638,7 @@ union BuiltinOptions {
BitcastOptions,
BitwiseXorOptions,
RightShiftOptions,
RoPEOptions = 249,
RmsNormOptions = 250,
GRUOptions = 251,
BCQGatherOptions = 252,
Expand Down Expand Up @@ -1525,6 +1528,15 @@ table RmsNormOptions {
epsilon:float;
}

enum RoPEMode : int {
GPT_NEOX,
GPT_J,
}

table RoPEOptions {
mode: RoPEMode;
}

// An OperatorCode can be an enum value (BuiltinOperator) if the operator is a
// builtin, or a string if the operator is custom.
table OperatorCode {
Expand Down