add statistical functions
This commit is contained in:
mcDandy
@@ -82,6 +82,11 @@ You can also get the node from comfy manager under the name of More math.
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- `tmax(x, y)`: Element-wise maximum of x and y.
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- `smin(x, ...)`: Scalar minimum. Returns the single smallest value across all input tensors/values.
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- `smax(x, ...)`: Scalar maximum. Returns the single largest value across all input tensors/values.
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- `sum(x)`: Sum of all elements.
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- `mean(x)`: Mean value of all elements.
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- `std(x)`: Standard deviation of all elements.
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- `var(x)`: Variance of all elements.
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- `dot(a, b)`: Dot product of two tensors (flattens inputs to 1D) or lists.
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- `topk(x, k)`: Returns a tensor with the **top K largest** values preserved at their original positions (others zeroed). For lists, returns the top K largest items sorted descending. (uses magnitude for for complex numbers).
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- `botk(x, k)`: Returns a tensor with the **bottom K smallest** values preserved at their original positions (others zeroed). For lists, returns the bottom K smallest items sorted ascending. (uses magnitude for for complex numbers)
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- `tnorm(x)`: Tensor normalisation. Normalises x (L2 norm along last dimension).
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+185
-192
@@ -1,215 +1,208 @@
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grammar MathExpr;
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// Top-level expression, with operator precedence (lowest to highest)
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expr
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: atom | compExpr
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;
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expr: atom | compExpr;
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compExpr
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: compExpr GT addExpr # GtExp
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| compExpr GE addExpr # GeExp
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| compExpr LT addExpr # LtExp
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| compExpr LE addExpr # LeExp
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| compExpr EQ addExpr # EqExp
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| compExpr NE addExpr # NeExp
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| addExpr # ToAdd
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;
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compExpr:
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compExpr GT addExpr # GtExp
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| compExpr GE addExpr # GeExp
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| compExpr LT addExpr # LtExp
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| compExpr LE addExpr # LeExp
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| compExpr EQ addExpr # EqExp
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| compExpr NE addExpr # NeExp
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| addExpr # ToAdd;
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addExpr
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: addExpr PLUS mulExpr # AddExp
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| addExpr MINUS mulExpr # SubExp
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| mulExpr # ToMul
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;
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addExpr:
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addExpr PLUS mulExpr # AddExp
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| addExpr MINUS mulExpr # SubExp
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| mulExpr # ToMul;
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mulExpr
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: mulExpr MULT powExpr # MulExp
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| mulExpr DIV powExpr # DivExp
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| mulExpr MOD powExpr # ModExp
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| powExpr # ToPow
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;
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mulExpr:
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mulExpr MULT powExpr # MulExp
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| mulExpr DIV powExpr # DivExp
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| mulExpr MOD powExpr # ModExp
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| powExpr # ToPow;
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powExpr
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: unaryExpr POW powExpr # PowExp
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| unaryExpr # ToUnary
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;
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powExpr: unaryExpr POW powExpr # PowExp | unaryExpr # ToUnary;
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unaryExpr
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: PLUS unaryExpr # UnaryPlus
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| MINUS unaryExpr # UnaryMinus
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| atom # ToAtom
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;
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unaryExpr:
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PLUS unaryExpr # UnaryPlus
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| MINUS unaryExpr # UnaryMinus
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| atom # ToAtom;
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// Atoms: function calls, variable, number, constant, or parenthesized expression
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atom
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: func1 # Func1Exp
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| func2 # Func2Exp
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| func3 # Func3Exp
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| func4 # Func4Exp
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| funcN # FuncNExp
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| VARIABLE # VariableExp
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| NUMBER # NumberExp
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| CONSTANT # ConstantExp
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| LPAREN expr RPAREN # ParenExp
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| PIPE expr PIPE # AbsExp
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| LBRACKET expr (COMMA expr)* RBRACKET # ListExp
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;
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atom:
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func1 # Func1Exp
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| func2 # Func2Exp
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| func3 # Func3Exp
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| func4 # Func4Exp
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| funcN # FuncNExp
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| VARIABLE # VariableExp
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| NUMBER # NumberExp
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| CONSTANT # ConstantExp
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| LPAREN expr RPAREN # ParenExp
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| PIPE expr PIPE # AbsExp
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| LBRACKET expr (COMMA expr)* RBRACKET # ListExp;
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// Single-argument functions
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func1
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: SIN LPAREN expr RPAREN # SinFunc
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| COS LPAREN expr RPAREN # CosFunc
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| TAN LPAREN expr RPAREN # TanFunc
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| ASIN LPAREN expr RPAREN # AsinFunc
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| ACOS LPAREN expr RPAREN # AcosFunc
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| ATAN LPAREN expr RPAREN # AtanFunc
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| SINH LPAREN expr RPAREN # SinhFunc
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| COSH LPAREN expr RPAREN # CoshFunc
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| TANH LPAREN expr RPAREN # TanhFunc
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| ASINH LPAREN expr RPAREN # AsinhFunc
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| ACOSH LPAREN expr RPAREN # AcoshFunc
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| ATANH LPAREN expr RPAREN # AtanhFunc
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| ABS LPAREN expr RPAREN # AbsFunc
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| SQRT LPAREN expr RPAREN # SqrtFunc
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| LN LPAREN expr RPAREN # LnFunc
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| LOG LPAREN expr RPAREN # LogFunc
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| EXP LPAREN expr RPAREN # ExpFunc
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| TNORM LPAREN expr RPAREN # TNormFunc
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| SNORM LPAREN expr RPAREN # SNormFunc
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| FLOOR LPAREN expr RPAREN # FloorFunc
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| CEIL LPAREN expr RPAREN # CeilFunc
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| ROUND LPAREN expr RPAREN # RoundFunc
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| GAMMA LPAREN expr RPAREN # GammaFunc
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| SIGM LPAREN expr RPAREN # sigmoidFunc
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| SFFT LPAREN expr RPAREN # sfftFunc
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| SIFFT LPAREN expr RPAREN # sifftFunc
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| ANGL LPAREN expr RPAREN # anglFunc
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| PRNT LPAREN expr RPAREN # printFunc
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| FRACT LPAREN expr RPAREN # FractFunc
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| RELU LPAREN expr RPAREN # ReluFunc
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| SOFTPLUS LPAREN expr RPAREN # SoftplusFunc
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| GELU LPAREN expr RPAREN # GeluFunc
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| SIGN LPAREN expr RPAREN # SignFunc
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| PRINT_SHAPE LPAREN expr RPAREN # PrintShapeFunc
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| PINV LPAREN expr RPAREN # PinvFunc
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| SUM LPAREN expr RPAREN # SumFunc
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| MEAN LPAREN expr RPAREN # MeanFunc
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| STD LPAREN expr RPAREN # StdFunc
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| VAR LPAREN expr RPAREN # VarFunc
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| MEDIAN LPAREN expr RPAREN # MedianFunc
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;
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func1:
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SIN LPAREN expr RPAREN # SinFunc
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| COS LPAREN expr RPAREN # CosFunc
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| TAN LPAREN expr RPAREN # TanFunc
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| ASIN LPAREN expr RPAREN # AsinFunc
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| ACOS LPAREN expr RPAREN # AcosFunc
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| ATAN LPAREN expr RPAREN # AtanFunc
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| SINH LPAREN expr RPAREN # SinhFunc
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| COSH LPAREN expr RPAREN # CoshFunc
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| TANH LPAREN expr RPAREN # TanhFunc
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| ASINH LPAREN expr RPAREN # AsinhFunc
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| ACOSH LPAREN expr RPAREN # AcoshFunc
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| ATANH LPAREN expr RPAREN # AtanhFunc
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| ABS LPAREN expr RPAREN # AbsFunc
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| SQRT LPAREN expr RPAREN # SqrtFunc
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| LN LPAREN expr RPAREN # LnFunc
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| LOG LPAREN expr RPAREN # LogFunc
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| EXP LPAREN expr RPAREN # ExpFunc
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| TNORM LPAREN expr RPAREN # TNormFunc
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| SNORM LPAREN expr RPAREN # SNormFunc
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| FLOOR LPAREN expr RPAREN # FloorFunc
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| CEIL LPAREN expr RPAREN # CeilFunc
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| ROUND LPAREN expr RPAREN # RoundFunc
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| GAMMA LPAREN expr RPAREN # GammaFunc
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| SIGM LPAREN expr RPAREN # sigmoidFunc
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| SFFT LPAREN expr RPAREN # sfftFunc
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| SIFFT LPAREN expr RPAREN # sifftFunc
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| ANGL LPAREN expr RPAREN # anglFunc
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| PRNT LPAREN expr RPAREN # printFunc
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| FRACT LPAREN expr RPAREN # FractFunc
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| RELU LPAREN expr RPAREN # ReluFunc
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| SOFTPLUS LPAREN expr RPAREN # SoftplusFunc
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| GELU LPAREN expr RPAREN # GeluFunc
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| SIGN LPAREN expr RPAREN # SignFunc
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| PRINT_SHAPE LPAREN expr RPAREN # PrintShapeFunc
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| PINV LPAREN expr RPAREN # PinvFunc
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| SUM LPAREN expr RPAREN # SumFunc
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| MEAN LPAREN expr RPAREN # MeanFunc
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| STD LPAREN expr RPAREN # StdFunc
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| VAR LPAREN expr RPAREN # VarFunc;
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// Two-argument functions
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func2
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: POWE LPAREN expr COMMA expr RPAREN # PowFunc
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| ATAN2 LPAREN expr COMMA expr RPAREN # Atan2Func
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| TMIN LPAREN expr COMMA expr RPAREN # TMinFunc
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| TMAX LPAREN expr COMMA expr RPAREN # TMaxFunc
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| STEP LPAREN expr COMMA expr RPAREN # StepFunc
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| TOPK LPAREN expr COMMA expr RPAREN # TopkFunc
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| BOTK LPAREN expr COMMA expr RPAREN # BotkFunc
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| DOT LPAREN expr COMMA expr RPAREN # DotFunc
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;
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// Two-argument functions Two-argument functions
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func2:
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POWE LPAREN expr COMMA expr RPAREN # PowFunc
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| ATAN2 LPAREN expr COMMA expr RPAREN # Atan2Func
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| TMIN LPAREN expr COMMA expr RPAREN # TMinFunc
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| TMAX LPAREN expr COMMA expr RPAREN # TMaxFunc
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| STEP LPAREN expr COMMA expr RPAREN # StepFunc
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| TOPK LPAREN expr COMMA expr RPAREN # TopkFunc
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| BOTK LPAREN expr COMMA expr RPAREN # BotkFunc
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| QUARTILE LPAREN expr COMMA expr RPAREN # QuartileFunc
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| PERCENTILE LPAREN expr COMMA expr RPAREN # PercentileFunc
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| DOT LPAREN expr COMMA expr RPAREN # DotFunc;
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func3
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: CLAMP LPAREN expr COMMA expr COMMA expr RPAREN # ClampFunc
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| LERP LPAREN expr COMMA expr COMMA expr RPAREN # LerpFunc
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| SMOOTHSTEP LPAREN expr COMMA expr COMMA expr RPAREN # SmoothstepFunc
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| RANGE LPAREN expr COMMA expr COMMA expr RPAREN # RangeFunc
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;
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func3:
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CLAMP LPAREN expr COMMA expr COMMA expr RPAREN # ClampFunc
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| LERP LPAREN expr COMMA expr COMMA expr RPAREN # LerpFunc
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| SMOOTHSTEP LPAREN expr COMMA expr COMMA expr RPAREN # SmoothstepFunc
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| RANGE LPAREN expr COMMA expr COMMA expr RPAREN # RangeFunc;
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func4
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: SWAP LPAREN expr COMMA expr COMMA expr COMMA expr RPAREN # SwapFunc
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;
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func4:
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SWAP LPAREN expr COMMA expr COMMA expr COMMA expr RPAREN # SwapFunc;
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// N-argument functions
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funcN
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: SMIN LPAREN expr (COMMA expr)* RPAREN # SMinFunc
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| SMAX LPAREN expr (COMMA expr)* RPAREN # SMaxFunc
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| MAP LPAREN expr (COMMA expr)+ RPAREN # MapFunc
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| EZCONV LPAREN expr (COMMA expr)+ RPAREN # EzConvFunc
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| CONV LPAREN expr (COMMA expr)+ RPAREN # ConvFunc
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| PERM LPAREN expr COMMA expr RPAREN # PermuteFunc
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| RESHAPE LPAREN expr COMMA expr RPAREN # ReshapeFunc
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;
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funcN:
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SMIN LPAREN expr (COMMA expr)* RPAREN # SMinFunc
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| SMAX LPAREN expr (COMMA expr)* RPAREN # SMaxFunc
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| MAP LPAREN expr (COMMA expr)+ RPAREN # MapFunc
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| EZCONV LPAREN expr (COMMA expr)+ RPAREN # EzConvFunc
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| CONV LPAREN expr (COMMA expr)+ RPAREN # ConvFunc
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| PERM LPAREN expr COMMA expr RPAREN # PermuteFunc
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| RESHAPE LPAREN expr COMMA expr RPAREN # ReshapeFunc;
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// LEXER RULES
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SIN : 'sin';
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COS : 'cos';
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TAN : 'tan';
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ASIN : 'asin';
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ACOS : 'acos';
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ATAN : 'atan';
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ATAN2 : 'atan2';
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SINH : 'sinh';
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COSH : 'cosh';
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TANH : 'tanh';
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ASINH : 'asinh';
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ACOSH : 'acosh';
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ATANH : 'atanh';
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ABS : 'abs';
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SQRT : 'sqrt';
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LN : 'ln';
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LOG : 'log';
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EXP : 'exp';
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SMIN : 'smin';
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SMAX : 'smax';
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TMIN : 'tmin';
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TMAX : 'tmax';
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TNORM : 'tnorm';
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SNORM : 'snorm';
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FLOOR : 'floor';
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CEIL : 'ceil';
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ROUND : 'round';
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GAMMA : 'gamma';
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POWE : 'pow';
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SIGM : 'sigm';
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CLAMP : 'clamp';
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SFFT : 'fft';
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SIFFT : 'ifft';
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ANGL : 'angle';
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PRNT : 'print';
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PRINT_SHAPE : 'print_shape' | 'pshp';
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LERP : 'lerp';
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STEP : 'step';
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SMOOTHSTEP : 'smoothstep';
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FRACT : 'fract';
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RELU : 'relu';
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SOFTPLUS : 'softplus';
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GELU : 'gelu';
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SIGN : 'sign';
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MAP : 'map';
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EZCONV : 'ezconvolution' | 'ezconv';
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CONV : 'convolution' | 'conv';
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SWAP : 'swap';
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PERM : 'permute' | 'perm';
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RESHAPE : 'reshape' | 'rshp';
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RANGE : 'range';
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TOPK : 'topk';
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BOTK : 'botk';
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PINV : 'pinv';
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SIN: 'sin';
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COS: 'cos';
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TAN: 'tan';
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ASIN: 'asin';
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ACOS: 'acos';
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ATAN: 'atan';
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ATAN2: 'atan2';
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SINH: 'sinh';
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COSH: 'cosh';
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TANH: 'tanh';
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ASINH: 'asinh';
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ACOSH: 'acosh';
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ATANH: 'atanh';
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ABS: 'abs';
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SQRT: 'sqrt';
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LN: 'ln';
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LOG: 'log';
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EXP: 'exp';
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SMIN: 'smin';
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SMAX: 'smax';
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TMIN: 'tmin';
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TMAX: 'tmax';
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TNORM: 'tnorm';
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SNORM: 'snorm';
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FLOOR: 'floor';
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CEIL: 'ceil';
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ROUND: 'round';
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GAMMA: 'gamma';
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POWE: 'pow';
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SIGM: 'sigm';
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CLAMP: 'clamp';
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SFFT: 'fft';
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SIFFT: 'ifft';
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ANGL: 'angle';
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PRNT: 'print';
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PRINT_SHAPE: 'print_shape' | 'pshp';
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LERP: 'lerp';
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STEP: 'step';
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SMOOTHSTEP: 'smoothstep';
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FRACT: 'fract';
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RELU: 'relu';
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SOFTPLUS: 'softplus';
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GELU: 'gelu';
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SIGN: 'sign';
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MAP: 'map';
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EZCONV: 'ezconvolution' | 'ezconv';
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CONV: 'convolution' | 'conv';
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SWAP: 'swap';
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PERM: 'permute' | 'perm';
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RESHAPE: 'reshape' | 'rshp';
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RANGE: 'range';
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TOPK: 'topk';
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BOTK: 'botk';
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PINV: 'pinv';
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SUM: 'sum';
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MEAN: 'mean';
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STD: 'std';
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VAR: 'var';
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QUARTILE: 'quartile';
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PERCENTILE: 'percentile' | 'prcnt';
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DOT: 'dot';
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PLUS : '+';
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MINUS : '-';
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MULT : '*';
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DIV : '/';
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MOD : '%';
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POW : '^';
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PLUS: '+';
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MINUS: '-';
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MULT: '*';
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DIV: '/';
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||||
MOD: '%';
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||||
POW: '^';
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||||
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GE : '>=';
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GT : '>';
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LE : '<=';
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LT : '<';
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||||
EQ : '==';
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||||
NE : '!=';
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||||
PIPE : '|';
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||||
LPAREN : '(';
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||||
RPAREN : ')';
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||||
COMMA : ',';
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||||
LBRACKET : '[';
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||||
RBRACKET : ']';
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||||
GE: '>=';
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||||
GT: '>';
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||||
LE: '<=';
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||||
LT: '<';
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||||
EQ: '==';
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||||
NE: '!=';
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||||
PIPE: '|';
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||||
LPAREN: '(';
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||||
RPAREN: ')';
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||||
COMMA: ',';
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||||
LBRACKET: '[';
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||||
RBRACKET: ']';
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||||
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CONSTANT : ('pi'|'PI'|'e'|'E');
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||||
NUMBER : [0-9]+ ('.' [0-9]+)?;
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||||
VARIABLE : [a-zA-Z_] [a-zA-Z_0-9]*;
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||||
WS : [ \t\r\n]+ -> skip;
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||||
CONSTANT: ('pi' | 'PI' | 'e' | 'E');
|
||||
NUMBER: [0-9]+ ('.' [0-9]+)?;
|
||||
VARIABLE: [a-zA-Z_] [a-zA-Z_0-9]*;
|
||||
WS: [ \t\r\n]+ -> skip;
|
||||
|
||||
File diff suppressed because one or more lines are too long
+156
-143
@@ -1,143 +1,156 @@
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T__0=1
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||||
T__1=2
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||||
T__2=3
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||||
T__3=4
|
||||
T__4=5
|
||||
SIN=6
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||||
COS=7
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TAN=8
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ASIN=9
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ACOS=10
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ATAN=11
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ATAN2=12
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||||
SINH=13
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||||
COSH=14
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||||
TANH=15
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||||
ASINH=16
|
||||
ACOSH=17
|
||||
ATANH=18
|
||||
ABS=19
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||||
SQRT=20
|
||||
LN=21
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||||
LOG=22
|
||||
EXP=23
|
||||
SMIN=24
|
||||
SMAX=25
|
||||
TMIN=26
|
||||
TMAX=27
|
||||
TNORM=28
|
||||
SNORM=29
|
||||
FLOOR=30
|
||||
CEIL=31
|
||||
ROUND=32
|
||||
GAMMA=33
|
||||
POWE=34
|
||||
SIGM=35
|
||||
CLAMP=36
|
||||
SFFT=37
|
||||
SIFFT=38
|
||||
ANGL=39
|
||||
PRNT=40
|
||||
PRINT_SHAPE=41
|
||||
LERP=42
|
||||
STEP=43
|
||||
SMOOTHSTEP=44
|
||||
FRACT=45
|
||||
RELU=46
|
||||
SOFTPLUS=47
|
||||
GELU=48
|
||||
SIGN=49
|
||||
MAP=50
|
||||
EZCONV=51
|
||||
CONV=52
|
||||
SWAP=53
|
||||
PERM=54
|
||||
RESHAPE=55
|
||||
RANGE=56
|
||||
TOPK=57
|
||||
BOTK=58
|
||||
PINV=59
|
||||
PLUS=60
|
||||
MINUS=61
|
||||
MULT=62
|
||||
DIV=63
|
||||
MOD=64
|
||||
POW=65
|
||||
GE=66
|
||||
GT=67
|
||||
LE=68
|
||||
LT=69
|
||||
EQ=70
|
||||
NE=71
|
||||
PIPE=72
|
||||
CONSTANT=73
|
||||
NUMBER=74
|
||||
VARIABLE=75
|
||||
WS=76
|
||||
'('=1
|
||||
')'=2
|
||||
'['=3
|
||||
','=4
|
||||
']'=5
|
||||
'sin'=6
|
||||
'cos'=7
|
||||
'tan'=8
|
||||
'asin'=9
|
||||
'acos'=10
|
||||
'atan'=11
|
||||
'atan2'=12
|
||||
'sinh'=13
|
||||
'cosh'=14
|
||||
'tanh'=15
|
||||
'asinh'=16
|
||||
'acosh'=17
|
||||
'atanh'=18
|
||||
'abs'=19
|
||||
'sqrt'=20
|
||||
'ln'=21
|
||||
'log'=22
|
||||
'exp'=23
|
||||
'smin'=24
|
||||
'smax'=25
|
||||
'tmin'=26
|
||||
'tmax'=27
|
||||
'tnorm'=28
|
||||
'snorm'=29
|
||||
'floor'=30
|
||||
'ceil'=31
|
||||
'round'=32
|
||||
'gamma'=33
|
||||
'pow'=34
|
||||
'sigm'=35
|
||||
'clamp'=36
|
||||
'fft'=37
|
||||
'ifft'=38
|
||||
'angle'=39
|
||||
'print'=40
|
||||
'lerp'=42
|
||||
'step'=43
|
||||
'smoothstep'=44
|
||||
'fract'=45
|
||||
'relu'=46
|
||||
'softplus'=47
|
||||
'gelu'=48
|
||||
'sign'=49
|
||||
'map'=50
|
||||
'swap'=53
|
||||
'range'=56
|
||||
'topk'=57
|
||||
'botk'=58
|
||||
'pinv'=59
|
||||
'+'=60
|
||||
'-'=61
|
||||
'*'=62
|
||||
'/'=63
|
||||
'%'=64
|
||||
'^'=65
|
||||
'>='=66
|
||||
'>'=67
|
||||
'<='=68
|
||||
'<'=69
|
||||
'=='=70
|
||||
'!='=71
|
||||
'|'=72
|
||||
SIN=1
|
||||
COS=2
|
||||
TAN=3
|
||||
ASIN=4
|
||||
ACOS=5
|
||||
ATAN=6
|
||||
ATAN2=7
|
||||
SINH=8
|
||||
COSH=9
|
||||
TANH=10
|
||||
ASINH=11
|
||||
ACOSH=12
|
||||
ATANH=13
|
||||
ABS=14
|
||||
SQRT=15
|
||||
LN=16
|
||||
LOG=17
|
||||
EXP=18
|
||||
SMIN=19
|
||||
SMAX=20
|
||||
TMIN=21
|
||||
TMAX=22
|
||||
TNORM=23
|
||||
SNORM=24
|
||||
FLOOR=25
|
||||
CEIL=26
|
||||
ROUND=27
|
||||
GAMMA=28
|
||||
POWE=29
|
||||
SIGM=30
|
||||
CLAMP=31
|
||||
SFFT=32
|
||||
SIFFT=33
|
||||
ANGL=34
|
||||
PRNT=35
|
||||
PRINT_SHAPE=36
|
||||
LERP=37
|
||||
STEP=38
|
||||
SMOOTHSTEP=39
|
||||
FRACT=40
|
||||
RELU=41
|
||||
SOFTPLUS=42
|
||||
GELU=43
|
||||
SIGN=44
|
||||
MAP=45
|
||||
EZCONV=46
|
||||
CONV=47
|
||||
SWAP=48
|
||||
PERM=49
|
||||
RESHAPE=50
|
||||
RANGE=51
|
||||
TOPK=52
|
||||
BOTK=53
|
||||
PINV=54
|
||||
SUM=55
|
||||
MEAN=56
|
||||
STD=57
|
||||
VAR=58
|
||||
QUARTILE=59
|
||||
PERCENTILE=60
|
||||
DOT=61
|
||||
PLUS=62
|
||||
MINUS=63
|
||||
MULT=64
|
||||
DIV=65
|
||||
MOD=66
|
||||
POW=67
|
||||
GE=68
|
||||
GT=69
|
||||
LE=70
|
||||
LT=71
|
||||
EQ=72
|
||||
NE=73
|
||||
PIPE=74
|
||||
LPAREN=75
|
||||
RPAREN=76
|
||||
COMMA=77
|
||||
LBRACKET=78
|
||||
RBRACKET=79
|
||||
CONSTANT=80
|
||||
NUMBER=81
|
||||
VARIABLE=82
|
||||
WS=83
|
||||
'sin'=1
|
||||
'cos'=2
|
||||
'tan'=3
|
||||
'asin'=4
|
||||
'acos'=5
|
||||
'atan'=6
|
||||
'atan2'=7
|
||||
'sinh'=8
|
||||
'cosh'=9
|
||||
'tanh'=10
|
||||
'asinh'=11
|
||||
'acosh'=12
|
||||
'atanh'=13
|
||||
'abs'=14
|
||||
'sqrt'=15
|
||||
'ln'=16
|
||||
'log'=17
|
||||
'exp'=18
|
||||
'smin'=19
|
||||
'smax'=20
|
||||
'tmin'=21
|
||||
'tmax'=22
|
||||
'tnorm'=23
|
||||
'snorm'=24
|
||||
'floor'=25
|
||||
'ceil'=26
|
||||
'round'=27
|
||||
'gamma'=28
|
||||
'pow'=29
|
||||
'sigm'=30
|
||||
'clamp'=31
|
||||
'fft'=32
|
||||
'ifft'=33
|
||||
'angle'=34
|
||||
'print'=35
|
||||
'lerp'=37
|
||||
'step'=38
|
||||
'smoothstep'=39
|
||||
'fract'=40
|
||||
'relu'=41
|
||||
'softplus'=42
|
||||
'gelu'=43
|
||||
'sign'=44
|
||||
'map'=45
|
||||
'swap'=48
|
||||
'range'=51
|
||||
'topk'=52
|
||||
'botk'=53
|
||||
'pinv'=54
|
||||
'sum'=55
|
||||
'mean'=56
|
||||
'std'=57
|
||||
'var'=58
|
||||
'quartile'=59
|
||||
'dot'=61
|
||||
'+'=62
|
||||
'-'=63
|
||||
'*'=64
|
||||
'/'=65
|
||||
'%'=66
|
||||
'^'=67
|
||||
'>='=68
|
||||
'>'=69
|
||||
'<='=70
|
||||
'<'=71
|
||||
'=='=72
|
||||
'!='=73
|
||||
'|'=74
|
||||
'('=75
|
||||
')'=76
|
||||
','=77
|
||||
'['=78
|
||||
']'=79
|
||||
|
||||
File diff suppressed because one or more lines are too long
+322
-289
@@ -1,4 +1,4 @@
|
||||
# Generated from MathExpr.g4 by ANTLR 4.13.2
|
||||
# Generated from ./MathExpr.g4 by ANTLR 4.13.2
|
||||
from antlr4 import *
|
||||
from io import StringIO
|
||||
import sys
|
||||
@@ -10,7 +10,7 @@ else:
|
||||
|
||||
def serializedATN():
|
||||
return [
|
||||
4,0,76,566,6,-1,2,0,7,0,2,1,7,1,2,2,7,2,2,3,7,3,2,4,7,4,2,5,7,5,
|
||||
4,0,83,627,6,-1,2,0,7,0,2,1,7,1,2,2,7,2,2,3,7,3,2,4,7,4,2,5,7,5,
|
||||
2,6,7,6,2,7,7,7,2,8,7,8,2,9,7,9,2,10,7,10,2,11,7,11,2,12,7,12,2,
|
||||
13,7,13,2,14,7,14,2,15,7,15,2,16,7,16,2,17,7,17,2,18,7,18,2,19,7,
|
||||
19,2,20,7,20,2,21,7,21,2,22,7,22,2,23,7,23,2,24,7,24,2,25,7,25,2,
|
||||
@@ -21,195 +21,217 @@ def serializedATN():
|
||||
52,7,52,2,53,7,53,2,54,7,54,2,55,7,55,2,56,7,56,2,57,7,57,2,58,7,
|
||||
58,2,59,7,59,2,60,7,60,2,61,7,61,2,62,7,62,2,63,7,63,2,64,7,64,2,
|
||||
65,7,65,2,66,7,66,2,67,7,67,2,68,7,68,2,69,7,69,2,70,7,70,2,71,7,
|
||||
71,2,72,7,72,2,73,7,73,2,74,7,74,2,75,7,75,1,0,1,0,1,1,1,1,1,2,1,
|
||||
2,1,3,1,3,1,4,1,4,1,5,1,5,1,5,1,5,1,6,1,6,1,6,1,6,1,7,1,7,1,7,1,
|
||||
7,1,8,1,8,1,8,1,8,1,8,1,9,1,9,1,9,1,9,1,9,1,10,1,10,1,10,1,10,1,
|
||||
10,1,11,1,11,1,11,1,11,1,11,1,11,1,12,1,12,1,12,1,12,1,12,1,13,1,
|
||||
13,1,13,1,13,1,13,1,14,1,14,1,14,1,14,1,14,1,15,1,15,1,15,1,15,1,
|
||||
15,1,15,1,16,1,16,1,16,1,16,1,16,1,16,1,17,1,17,1,17,1,17,1,17,1,
|
||||
17,1,18,1,18,1,18,1,18,1,19,1,19,1,19,1,19,1,19,1,20,1,20,1,20,1,
|
||||
21,1,21,1,21,1,21,1,22,1,22,1,22,1,22,1,23,1,23,1,23,1,23,1,23,1,
|
||||
24,1,24,1,24,1,24,1,24,1,25,1,25,1,25,1,25,1,25,1,26,1,26,1,26,1,
|
||||
26,1,26,1,27,1,27,1,27,1,27,1,27,1,27,1,28,1,28,1,28,1,28,1,28,1,
|
||||
28,1,29,1,29,1,29,1,29,1,29,1,29,1,30,1,30,1,30,1,30,1,30,1,31,1,
|
||||
31,1,31,1,31,1,31,1,31,1,32,1,32,1,32,1,32,1,32,1,32,1,33,1,33,1,
|
||||
33,1,33,1,34,1,34,1,34,1,34,1,34,1,35,1,35,1,35,1,35,1,35,1,35,1,
|
||||
36,1,36,1,36,1,36,1,37,1,37,1,37,1,37,1,37,1,38,1,38,1,38,1,38,1,
|
||||
38,1,38,1,39,1,39,1,39,1,39,1,39,1,39,1,40,1,40,1,40,1,40,1,40,1,
|
||||
40,1,40,1,40,1,40,1,40,1,40,1,40,1,40,1,40,1,40,3,40,356,8,40,1,
|
||||
41,1,41,1,41,1,41,1,41,1,42,1,42,1,42,1,42,1,42,1,43,1,43,1,43,1,
|
||||
43,1,43,1,43,1,43,1,43,1,43,1,43,1,43,1,44,1,44,1,44,1,44,1,44,1,
|
||||
44,1,45,1,45,1,45,1,45,1,45,1,46,1,46,1,46,1,46,1,46,1,46,1,46,1,
|
||||
46,1,46,1,47,1,47,1,47,1,47,1,47,1,48,1,48,1,48,1,48,1,48,1,49,1,
|
||||
49,1,49,1,49,1,50,1,50,1,50,1,50,1,50,1,50,1,50,1,50,1,50,1,50,1,
|
||||
50,1,50,1,50,1,50,1,50,1,50,1,50,1,50,1,50,3,50,432,8,50,1,51,1,
|
||||
51,1,51,1,51,1,51,1,51,1,51,1,51,1,51,1,51,1,51,1,51,1,51,1,51,1,
|
||||
51,3,51,449,8,51,1,52,1,52,1,52,1,52,1,52,1,53,1,53,1,53,1,53,1,
|
||||
53,1,53,1,53,1,53,1,53,1,53,1,53,3,53,467,8,53,1,54,1,54,1,54,1,
|
||||
54,1,54,1,54,1,54,1,54,1,54,1,54,1,54,3,54,480,8,54,1,55,1,55,1,
|
||||
55,1,55,1,55,1,55,1,56,1,56,1,56,1,56,1,56,1,57,1,57,1,57,1,57,1,
|
||||
57,1,58,1,58,1,58,1,58,1,58,1,59,1,59,1,60,1,60,1,61,1,61,1,62,1,
|
||||
62,1,63,1,63,1,64,1,64,1,65,1,65,1,65,1,66,1,66,1,67,1,67,1,67,1,
|
||||
68,1,68,1,69,1,69,1,69,1,70,1,70,1,70,1,71,1,71,1,72,1,72,1,72,1,
|
||||
72,1,72,3,72,538,8,72,1,73,4,73,541,8,73,11,73,12,73,542,1,73,1,
|
||||
73,4,73,547,8,73,11,73,12,73,548,3,73,551,8,73,1,74,1,74,5,74,555,
|
||||
8,74,10,74,12,74,558,9,74,1,75,4,75,561,8,75,11,75,12,75,562,1,75,
|
||||
1,75,0,0,76,1,1,3,2,5,3,7,4,9,5,11,6,13,7,15,8,17,9,19,10,21,11,
|
||||
23,12,25,13,27,14,29,15,31,16,33,17,35,18,37,19,39,20,41,21,43,22,
|
||||
45,23,47,24,49,25,51,26,53,27,55,28,57,29,59,30,61,31,63,32,65,33,
|
||||
67,34,69,35,71,36,73,37,75,38,77,39,79,40,81,41,83,42,85,43,87,44,
|
||||
89,45,91,46,93,47,95,48,97,49,99,50,101,51,103,52,105,53,107,54,
|
||||
109,55,111,56,113,57,115,58,117,59,119,60,121,61,123,62,125,63,127,
|
||||
64,129,65,131,66,133,67,135,68,137,69,139,70,141,71,143,72,145,73,
|
||||
147,74,149,75,151,76,1,0,5,2,0,69,69,101,101,1,0,48,57,3,0,65,90,
|
||||
95,95,97,122,4,0,48,57,65,90,95,95,97,122,3,0,9,10,13,13,32,32,577,
|
||||
0,1,1,0,0,0,0,3,1,0,0,0,0,5,1,0,0,0,0,7,1,0,0,0,0,9,1,0,0,0,0,11,
|
||||
1,0,0,0,0,13,1,0,0,0,0,15,1,0,0,0,0,17,1,0,0,0,0,19,1,0,0,0,0,21,
|
||||
1,0,0,0,0,23,1,0,0,0,0,25,1,0,0,0,0,27,1,0,0,0,0,29,1,0,0,0,0,31,
|
||||
1,0,0,0,0,33,1,0,0,0,0,35,1,0,0,0,0,37,1,0,0,0,0,39,1,0,0,0,0,41,
|
||||
1,0,0,0,0,43,1,0,0,0,0,45,1,0,0,0,0,47,1,0,0,0,0,49,1,0,0,0,0,51,
|
||||
1,0,0,0,0,53,1,0,0,0,0,55,1,0,0,0,0,57,1,0,0,0,0,59,1,0,0,0,0,61,
|
||||
1,0,0,0,0,63,1,0,0,0,0,65,1,0,0,0,0,67,1,0,0,0,0,69,1,0,0,0,0,71,
|
||||
1,0,0,0,0,73,1,0,0,0,0,75,1,0,0,0,0,77,1,0,0,0,0,79,1,0,0,0,0,81,
|
||||
1,0,0,0,0,83,1,0,0,0,0,85,1,0,0,0,0,87,1,0,0,0,0,89,1,0,0,0,0,91,
|
||||
1,0,0,0,0,93,1,0,0,0,0,95,1,0,0,0,0,97,1,0,0,0,0,99,1,0,0,0,0,101,
|
||||
1,0,0,0,0,103,1,0,0,0,0,105,1,0,0,0,0,107,1,0,0,0,0,109,1,0,0,0,
|
||||
0,111,1,0,0,0,0,113,1,0,0,0,0,115,1,0,0,0,0,117,1,0,0,0,0,119,1,
|
||||
0,0,0,0,121,1,0,0,0,0,123,1,0,0,0,0,125,1,0,0,0,0,127,1,0,0,0,0,
|
||||
129,1,0,0,0,0,131,1,0,0,0,0,133,1,0,0,0,0,135,1,0,0,0,0,137,1,0,
|
||||
0,0,0,139,1,0,0,0,0,141,1,0,0,0,0,143,1,0,0,0,0,145,1,0,0,0,0,147,
|
||||
1,0,0,0,0,149,1,0,0,0,0,151,1,0,0,0,1,153,1,0,0,0,3,155,1,0,0,0,
|
||||
5,157,1,0,0,0,7,159,1,0,0,0,9,161,1,0,0,0,11,163,1,0,0,0,13,167,
|
||||
1,0,0,0,15,171,1,0,0,0,17,175,1,0,0,0,19,180,1,0,0,0,21,185,1,0,
|
||||
0,0,23,190,1,0,0,0,25,196,1,0,0,0,27,201,1,0,0,0,29,206,1,0,0,0,
|
||||
31,211,1,0,0,0,33,217,1,0,0,0,35,223,1,0,0,0,37,229,1,0,0,0,39,233,
|
||||
1,0,0,0,41,238,1,0,0,0,43,241,1,0,0,0,45,245,1,0,0,0,47,249,1,0,
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||||
0,0,49,254,1,0,0,0,51,259,1,0,0,0,53,264,1,0,0,0,55,269,1,0,0,0,
|
||||
57,275,1,0,0,0,59,281,1,0,0,0,61,287,1,0,0,0,63,292,1,0,0,0,65,298,
|
||||
1,0,0,0,67,304,1,0,0,0,69,308,1,0,0,0,71,313,1,0,0,0,73,319,1,0,
|
||||
0,0,75,323,1,0,0,0,77,328,1,0,0,0,79,334,1,0,0,0,81,355,1,0,0,0,
|
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83,357,1,0,0,0,85,362,1,0,0,0,87,367,1,0,0,0,89,378,1,0,0,0,91,384,
|
||||
1,0,0,0,93,389,1,0,0,0,95,398,1,0,0,0,97,403,1,0,0,0,99,408,1,0,
|
||||
0,0,101,431,1,0,0,0,103,448,1,0,0,0,105,450,1,0,0,0,107,466,1,0,
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||||
0,0,109,479,1,0,0,0,111,481,1,0,0,0,113,487,1,0,0,0,115,492,1,0,
|
||||
0,0,117,497,1,0,0,0,119,502,1,0,0,0,121,504,1,0,0,0,123,506,1,0,
|
||||
0,0,125,508,1,0,0,0,127,510,1,0,0,0,129,512,1,0,0,0,131,514,1,0,
|
||||
0,0,133,517,1,0,0,0,135,519,1,0,0,0,137,522,1,0,0,0,139,524,1,0,
|
||||
0,0,141,527,1,0,0,0,143,530,1,0,0,0,145,537,1,0,0,0,147,540,1,0,
|
||||
0,0,149,552,1,0,0,0,151,560,1,0,0,0,153,154,5,40,0,0,154,2,1,0,0,
|
||||
0,155,156,5,41,0,0,156,4,1,0,0,0,157,158,5,91,0,0,158,6,1,0,0,0,
|
||||
159,160,5,44,0,0,160,8,1,0,0,0,161,162,5,93,0,0,162,10,1,0,0,0,163,
|
||||
164,5,115,0,0,164,165,5,105,0,0,165,166,5,110,0,0,166,12,1,0,0,0,
|
||||
167,168,5,99,0,0,168,169,5,111,0,0,169,170,5,115,0,0,170,14,1,0,
|
||||
0,0,171,172,5,116,0,0,172,173,5,97,0,0,173,174,5,110,0,0,174,16,
|
||||
1,0,0,0,175,176,5,97,0,0,176,177,5,115,0,0,177,178,5,105,0,0,178,
|
||||
179,5,110,0,0,179,18,1,0,0,0,180,181,5,97,0,0,181,182,5,99,0,0,182,
|
||||
183,5,111,0,0,183,184,5,115,0,0,184,20,1,0,0,0,185,186,5,97,0,0,
|
||||
186,187,5,116,0,0,187,188,5,97,0,0,188,189,5,110,0,0,189,22,1,0,
|
||||
0,0,190,191,5,97,0,0,191,192,5,116,0,0,192,193,5,97,0,0,193,194,
|
||||
5,110,0,0,194,195,5,50,0,0,195,24,1,0,0,0,196,197,5,115,0,0,197,
|
||||
198,5,105,0,0,198,199,5,110,0,0,199,200,5,104,0,0,200,26,1,0,0,0,
|
||||
201,202,5,99,0,0,202,203,5,111,0,0,203,204,5,115,0,0,204,205,5,104,
|
||||
0,0,205,28,1,0,0,0,206,207,5,116,0,0,207,208,5,97,0,0,208,209,5,
|
||||
110,0,0,209,210,5,104,0,0,210,30,1,0,0,0,211,212,5,97,0,0,212,213,
|
||||
5,115,0,0,213,214,5,105,0,0,214,215,5,110,0,0,215,216,5,104,0,0,
|
||||
216,32,1,0,0,0,217,218,5,97,0,0,218,219,5,99,0,0,219,220,5,111,0,
|
||||
0,220,221,5,115,0,0,221,222,5,104,0,0,222,34,1,0,0,0,223,224,5,97,
|
||||
0,0,224,225,5,116,0,0,225,226,5,97,0,0,226,227,5,110,0,0,227,228,
|
||||
5,104,0,0,228,36,1,0,0,0,229,230,5,97,0,0,230,231,5,98,0,0,231,232,
|
||||
5,115,0,0,232,38,1,0,0,0,233,234,5,115,0,0,234,235,5,113,0,0,235,
|
||||
236,5,114,0,0,236,237,5,116,0,0,237,40,1,0,0,0,238,239,5,108,0,0,
|
||||
239,240,5,110,0,0,240,42,1,0,0,0,241,242,5,108,0,0,242,243,5,111,
|
||||
0,0,243,244,5,103,0,0,244,44,1,0,0,0,245,246,5,101,0,0,246,247,5,
|
||||
120,0,0,247,248,5,112,0,0,248,46,1,0,0,0,249,250,5,115,0,0,250,251,
|
||||
5,109,0,0,251,252,5,105,0,0,252,253,5,110,0,0,253,48,1,0,0,0,254,
|
||||
255,5,115,0,0,255,256,5,109,0,0,256,257,5,97,0,0,257,258,5,120,0,
|
||||
0,258,50,1,0,0,0,259,260,5,116,0,0,260,261,5,109,0,0,261,262,5,105,
|
||||
0,0,262,263,5,110,0,0,263,52,1,0,0,0,264,265,5,116,0,0,265,266,5,
|
||||
109,0,0,266,267,5,97,0,0,267,268,5,120,0,0,268,54,1,0,0,0,269,270,
|
||||
5,116,0,0,270,271,5,110,0,0,271,272,5,111,0,0,272,273,5,114,0,0,
|
||||
273,274,5,109,0,0,274,56,1,0,0,0,275,276,5,115,0,0,276,277,5,110,
|
||||
0,0,277,278,5,111,0,0,278,279,5,114,0,0,279,280,5,109,0,0,280,58,
|
||||
1,0,0,0,281,282,5,102,0,0,282,283,5,108,0,0,283,284,5,111,0,0,284,
|
||||
285,5,111,0,0,285,286,5,114,0,0,286,60,1,0,0,0,287,288,5,99,0,0,
|
||||
288,289,5,101,0,0,289,290,5,105,0,0,290,291,5,108,0,0,291,62,1,0,
|
||||
0,0,292,293,5,114,0,0,293,294,5,111,0,0,294,295,5,117,0,0,295,296,
|
||||
5,110,0,0,296,297,5,100,0,0,297,64,1,0,0,0,298,299,5,103,0,0,299,
|
||||
300,5,97,0,0,300,301,5,109,0,0,301,302,5,109,0,0,302,303,5,97,0,
|
||||
0,303,66,1,0,0,0,304,305,5,112,0,0,305,306,5,111,0,0,306,307,5,119,
|
||||
0,0,307,68,1,0,0,0,308,309,5,115,0,0,309,310,5,105,0,0,310,311,5,
|
||||
103,0,0,311,312,5,109,0,0,312,70,1,0,0,0,313,314,5,99,0,0,314,315,
|
||||
5,108,0,0,315,316,5,97,0,0,316,317,5,109,0,0,317,318,5,112,0,0,318,
|
||||
72,1,0,0,0,319,320,5,102,0,0,320,321,5,102,0,0,321,322,5,116,0,0,
|
||||
322,74,1,0,0,0,323,324,5,105,0,0,324,325,5,102,0,0,325,326,5,102,
|
||||
0,0,326,327,5,116,0,0,327,76,1,0,0,0,328,329,5,97,0,0,329,330,5,
|
||||
110,0,0,330,331,5,103,0,0,331,332,5,108,0,0,332,333,5,101,0,0,333,
|
||||
78,1,0,0,0,334,335,5,112,0,0,335,336,5,114,0,0,336,337,5,105,0,0,
|
||||
337,338,5,110,0,0,338,339,5,116,0,0,339,80,1,0,0,0,340,341,5,112,
|
||||
0,0,341,342,5,114,0,0,342,343,5,105,0,0,343,344,5,110,0,0,344,345,
|
||||
5,116,0,0,345,346,5,95,0,0,346,347,5,115,0,0,347,348,5,104,0,0,348,
|
||||
349,5,97,0,0,349,350,5,112,0,0,350,356,5,101,0,0,351,352,5,112,0,
|
||||
0,352,353,5,115,0,0,353,354,5,104,0,0,354,356,5,112,0,0,355,340,
|
||||
1,0,0,0,355,351,1,0,0,0,356,82,1,0,0,0,357,358,5,108,0,0,358,359,
|
||||
5,101,0,0,359,360,5,114,0,0,360,361,5,112,0,0,361,84,1,0,0,0,362,
|
||||
363,5,115,0,0,363,364,5,116,0,0,364,365,5,101,0,0,365,366,5,112,
|
||||
0,0,366,86,1,0,0,0,367,368,5,115,0,0,368,369,5,109,0,0,369,370,5,
|
||||
111,0,0,370,371,5,111,0,0,371,372,5,116,0,0,372,373,5,104,0,0,373,
|
||||
374,5,115,0,0,374,375,5,116,0,0,375,376,5,101,0,0,376,377,5,112,
|
||||
0,0,377,88,1,0,0,0,378,379,5,102,0,0,379,380,5,114,0,0,380,381,5,
|
||||
97,0,0,381,382,5,99,0,0,382,383,5,116,0,0,383,90,1,0,0,0,384,385,
|
||||
5,114,0,0,385,386,5,101,0,0,386,387,5,108,0,0,387,388,5,117,0,0,
|
||||
388,92,1,0,0,0,389,390,5,115,0,0,390,391,5,111,0,0,391,392,5,102,
|
||||
0,0,392,393,5,116,0,0,393,394,5,112,0,0,394,395,5,108,0,0,395,396,
|
||||
5,117,0,0,396,397,5,115,0,0,397,94,1,0,0,0,398,399,5,103,0,0,399,
|
||||
400,5,101,0,0,400,401,5,108,0,0,401,402,5,117,0,0,402,96,1,0,0,0,
|
||||
403,404,5,115,0,0,404,405,5,105,0,0,405,406,5,103,0,0,406,407,5,
|
||||
110,0,0,407,98,1,0,0,0,408,409,5,109,0,0,409,410,5,97,0,0,410,411,
|
||||
5,112,0,0,411,100,1,0,0,0,412,413,5,101,0,0,413,414,5,122,0,0,414,
|
||||
415,5,99,0,0,415,416,5,111,0,0,416,417,5,110,0,0,417,418,5,118,0,
|
||||
0,418,419,5,111,0,0,419,420,5,108,0,0,420,421,5,117,0,0,421,422,
|
||||
5,116,0,0,422,423,5,105,0,0,423,424,5,111,0,0,424,432,5,110,0,0,
|
||||
425,426,5,101,0,0,426,427,5,122,0,0,427,428,5,99,0,0,428,429,5,111,
|
||||
0,0,429,430,5,110,0,0,430,432,5,118,0,0,431,412,1,0,0,0,431,425,
|
||||
1,0,0,0,432,102,1,0,0,0,433,434,5,99,0,0,434,435,5,111,0,0,435,436,
|
||||
5,110,0,0,436,437,5,118,0,0,437,438,5,111,0,0,438,439,5,108,0,0,
|
||||
439,440,5,117,0,0,440,441,5,116,0,0,441,442,5,105,0,0,442,443,5,
|
||||
111,0,0,443,449,5,110,0,0,444,445,5,99,0,0,445,446,5,111,0,0,446,
|
||||
447,5,110,0,0,447,449,5,118,0,0,448,433,1,0,0,0,448,444,1,0,0,0,
|
||||
449,104,1,0,0,0,450,451,5,115,0,0,451,452,5,119,0,0,452,453,5,97,
|
||||
0,0,453,454,5,112,0,0,454,106,1,0,0,0,455,456,5,112,0,0,456,457,
|
||||
5,101,0,0,457,458,5,114,0,0,458,459,5,109,0,0,459,460,5,117,0,0,
|
||||
460,461,5,116,0,0,461,467,5,101,0,0,462,463,5,112,0,0,463,464,5,
|
||||
101,0,0,464,465,5,114,0,0,465,467,5,109,0,0,466,455,1,0,0,0,466,
|
||||
462,1,0,0,0,467,108,1,0,0,0,468,469,5,114,0,0,469,470,5,101,0,0,
|
||||
470,471,5,115,0,0,471,472,5,104,0,0,472,473,5,97,0,0,473,474,5,112,
|
||||
0,0,474,480,5,101,0,0,475,476,5,114,0,0,476,477,5,115,0,0,477,478,
|
||||
5,104,0,0,478,480,5,112,0,0,479,468,1,0,0,0,479,475,1,0,0,0,480,
|
||||
110,1,0,0,0,481,482,5,114,0,0,482,483,5,97,0,0,483,484,5,110,0,0,
|
||||
484,485,5,103,0,0,485,486,5,101,0,0,486,112,1,0,0,0,487,488,5,116,
|
||||
0,0,488,489,5,111,0,0,489,490,5,112,0,0,490,491,5,107,0,0,491,114,
|
||||
1,0,0,0,492,493,5,98,0,0,493,494,5,111,0,0,494,495,5,116,0,0,495,
|
||||
496,5,107,0,0,496,116,1,0,0,0,497,498,5,112,0,0,498,499,5,105,0,
|
||||
0,499,500,5,110,0,0,500,501,5,118,0,0,501,118,1,0,0,0,502,503,5,
|
||||
43,0,0,503,120,1,0,0,0,504,505,5,45,0,0,505,122,1,0,0,0,506,507,
|
||||
5,42,0,0,507,124,1,0,0,0,508,509,5,47,0,0,509,126,1,0,0,0,510,511,
|
||||
5,37,0,0,511,128,1,0,0,0,512,513,5,94,0,0,513,130,1,0,0,0,514,515,
|
||||
5,62,0,0,515,516,5,61,0,0,516,132,1,0,0,0,517,518,5,62,0,0,518,134,
|
||||
1,0,0,0,519,520,5,60,0,0,520,521,5,61,0,0,521,136,1,0,0,0,522,523,
|
||||
5,60,0,0,523,138,1,0,0,0,524,525,5,61,0,0,525,526,5,61,0,0,526,140,
|
||||
1,0,0,0,527,528,5,33,0,0,528,529,5,61,0,0,529,142,1,0,0,0,530,531,
|
||||
5,124,0,0,531,144,1,0,0,0,532,533,5,112,0,0,533,538,5,105,0,0,534,
|
||||
535,5,80,0,0,535,538,5,73,0,0,536,538,7,0,0,0,537,532,1,0,0,0,537,
|
||||
534,1,0,0,0,537,536,1,0,0,0,538,146,1,0,0,0,539,541,7,1,0,0,540,
|
||||
539,1,0,0,0,541,542,1,0,0,0,542,540,1,0,0,0,542,543,1,0,0,0,543,
|
||||
550,1,0,0,0,544,546,5,46,0,0,545,547,7,1,0,0,546,545,1,0,0,0,547,
|
||||
548,1,0,0,0,548,546,1,0,0,0,548,549,1,0,0,0,549,551,1,0,0,0,550,
|
||||
544,1,0,0,0,550,551,1,0,0,0,551,148,1,0,0,0,552,556,7,2,0,0,553,
|
||||
555,7,3,0,0,554,553,1,0,0,0,555,558,1,0,0,0,556,554,1,0,0,0,556,
|
||||
557,1,0,0,0,557,150,1,0,0,0,558,556,1,0,0,0,559,561,7,4,0,0,560,
|
||||
559,1,0,0,0,561,562,1,0,0,0,562,560,1,0,0,0,562,563,1,0,0,0,563,
|
||||
564,1,0,0,0,564,565,6,75,0,0,565,152,1,0,0,0,12,0,355,431,448,466,
|
||||
479,537,542,548,550,556,562,1,6,0,0
|
||||
71,2,72,7,72,2,73,7,73,2,74,7,74,2,75,7,75,2,76,7,76,2,77,7,77,2,
|
||||
78,7,78,2,79,7,79,2,80,7,80,2,81,7,81,2,82,7,82,1,0,1,0,1,0,1,0,
|
||||
1,1,1,1,1,1,1,1,1,2,1,2,1,2,1,2,1,3,1,3,1,3,1,3,1,3,1,4,1,4,1,4,
|
||||
1,4,1,4,1,5,1,5,1,5,1,5,1,5,1,6,1,6,1,6,1,6,1,6,1,6,1,7,1,7,1,7,
|
||||
1,7,1,7,1,8,1,8,1,8,1,8,1,8,1,9,1,9,1,9,1,9,1,9,1,10,1,10,1,10,1,
|
||||
10,1,10,1,10,1,11,1,11,1,11,1,11,1,11,1,11,1,12,1,12,1,12,1,12,1,
|
||||
12,1,12,1,13,1,13,1,13,1,13,1,14,1,14,1,14,1,14,1,14,1,15,1,15,1,
|
||||
15,1,16,1,16,1,16,1,16,1,17,1,17,1,17,1,17,1,18,1,18,1,18,1,18,1,
|
||||
18,1,19,1,19,1,19,1,19,1,19,1,20,1,20,1,20,1,20,1,20,1,21,1,21,1,
|
||||
21,1,21,1,21,1,22,1,22,1,22,1,22,1,22,1,22,1,23,1,23,1,23,1,23,1,
|
||||
23,1,23,1,24,1,24,1,24,1,24,1,24,1,24,1,25,1,25,1,25,1,25,1,25,1,
|
||||
26,1,26,1,26,1,26,1,26,1,26,1,27,1,27,1,27,1,27,1,27,1,27,1,28,1,
|
||||
28,1,28,1,28,1,29,1,29,1,29,1,29,1,29,1,30,1,30,1,30,1,30,1,30,1,
|
||||
30,1,31,1,31,1,31,1,31,1,32,1,32,1,32,1,32,1,32,1,33,1,33,1,33,1,
|
||||
33,1,33,1,33,1,34,1,34,1,34,1,34,1,34,1,34,1,35,1,35,1,35,1,35,1,
|
||||
35,1,35,1,35,1,35,1,35,1,35,1,35,1,35,1,35,1,35,1,35,3,35,360,8,
|
||||
35,1,36,1,36,1,36,1,36,1,36,1,37,1,37,1,37,1,37,1,37,1,38,1,38,1,
|
||||
38,1,38,1,38,1,38,1,38,1,38,1,38,1,38,1,38,1,39,1,39,1,39,1,39,1,
|
||||
39,1,39,1,40,1,40,1,40,1,40,1,40,1,41,1,41,1,41,1,41,1,41,1,41,1,
|
||||
41,1,41,1,41,1,42,1,42,1,42,1,42,1,42,1,43,1,43,1,43,1,43,1,43,1,
|
||||
44,1,44,1,44,1,44,1,45,1,45,1,45,1,45,1,45,1,45,1,45,1,45,1,45,1,
|
||||
45,1,45,1,45,1,45,1,45,1,45,1,45,1,45,1,45,1,45,3,45,436,8,45,1,
|
||||
46,1,46,1,46,1,46,1,46,1,46,1,46,1,46,1,46,1,46,1,46,1,46,1,46,1,
|
||||
46,1,46,3,46,453,8,46,1,47,1,47,1,47,1,47,1,47,1,48,1,48,1,48,1,
|
||||
48,1,48,1,48,1,48,1,48,1,48,1,48,1,48,3,48,471,8,48,1,49,1,49,1,
|
||||
49,1,49,1,49,1,49,1,49,1,49,1,49,1,49,1,49,3,49,484,8,49,1,50,1,
|
||||
50,1,50,1,50,1,50,1,50,1,51,1,51,1,51,1,51,1,51,1,52,1,52,1,52,1,
|
||||
52,1,52,1,53,1,53,1,53,1,53,1,53,1,54,1,54,1,54,1,54,1,55,1,55,1,
|
||||
55,1,55,1,55,1,56,1,56,1,56,1,56,1,57,1,57,1,57,1,57,1,58,1,58,1,
|
||||
58,1,58,1,58,1,58,1,58,1,58,1,58,1,59,1,59,1,59,1,59,1,59,1,59,1,
|
||||
59,1,59,1,59,1,59,1,59,1,59,1,59,1,59,1,59,3,59,548,8,59,1,60,1,
|
||||
60,1,60,1,60,1,61,1,61,1,62,1,62,1,63,1,63,1,64,1,64,1,65,1,65,1,
|
||||
66,1,66,1,67,1,67,1,67,1,68,1,68,1,69,1,69,1,69,1,70,1,70,1,71,1,
|
||||
71,1,71,1,72,1,72,1,72,1,73,1,73,1,74,1,74,1,75,1,75,1,76,1,76,1,
|
||||
77,1,77,1,78,1,78,1,79,1,79,1,79,1,79,1,79,3,79,599,8,79,1,80,4,
|
||||
80,602,8,80,11,80,12,80,603,1,80,1,80,4,80,608,8,80,11,80,12,80,
|
||||
609,3,80,612,8,80,1,81,1,81,5,81,616,8,81,10,81,12,81,619,9,81,1,
|
||||
82,4,82,622,8,82,11,82,12,82,623,1,82,1,82,0,0,83,1,1,3,2,5,3,7,
|
||||
4,9,5,11,6,13,7,15,8,17,9,19,10,21,11,23,12,25,13,27,14,29,15,31,
|
||||
16,33,17,35,18,37,19,39,20,41,21,43,22,45,23,47,24,49,25,51,26,53,
|
||||
27,55,28,57,29,59,30,61,31,63,32,65,33,67,34,69,35,71,36,73,37,75,
|
||||
38,77,39,79,40,81,41,83,42,85,43,87,44,89,45,91,46,93,47,95,48,97,
|
||||
49,99,50,101,51,103,52,105,53,107,54,109,55,111,56,113,57,115,58,
|
||||
117,59,119,60,121,61,123,62,125,63,127,64,129,65,131,66,133,67,135,
|
||||
68,137,69,139,70,141,71,143,72,145,73,147,74,149,75,151,76,153,77,
|
||||
155,78,157,79,159,80,161,81,163,82,165,83,1,0,5,2,0,69,69,101,101,
|
||||
1,0,48,57,3,0,65,90,95,95,97,122,4,0,48,57,65,90,95,95,97,122,3,
|
||||
0,9,10,13,13,32,32,639,0,1,1,0,0,0,0,3,1,0,0,0,0,5,1,0,0,0,0,7,1,
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||||
0,0,0,0,9,1,0,0,0,0,11,1,0,0,0,0,13,1,0,0,0,0,15,1,0,0,0,0,17,1,
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0,0,0,0,19,1,0,0,0,0,21,1,0,0,0,0,23,1,0,0,0,0,25,1,0,0,0,0,27,1,
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||||
0,0,0,0,29,1,0,0,0,0,31,1,0,0,0,0,33,1,0,0,0,0,35,1,0,0,0,0,37,1,
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0,0,0,0,39,1,0,0,0,0,41,1,0,0,0,0,43,1,0,0,0,0,45,1,0,0,0,0,47,1,
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0,0,0,0,49,1,0,0,0,0,51,1,0,0,0,0,53,1,0,0,0,0,55,1,0,0,0,0,57,1,
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0,0,0,0,59,1,0,0,0,0,61,1,0,0,0,0,63,1,0,0,0,0,65,1,0,0,0,0,67,1,
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0,0,0,0,69,1,0,0,0,0,71,1,0,0,0,0,73,1,0,0,0,0,75,1,0,0,0,0,77,1,
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0,0,0,0,79,1,0,0,0,0,81,1,0,0,0,0,83,1,0,0,0,0,85,1,0,0,0,0,87,1,
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0,0,0,0,89,1,0,0,0,0,91,1,0,0,0,0,93,1,0,0,0,0,95,1,0,0,0,0,97,1,
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0,0,0,0,99,1,0,0,0,0,101,1,0,0,0,0,103,1,0,0,0,0,105,1,0,0,0,0,107,
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1,0,0,0,0,109,1,0,0,0,0,111,1,0,0,0,0,113,1,0,0,0,0,115,1,0,0,0,
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0,117,1,0,0,0,0,119,1,0,0,0,0,121,1,0,0,0,0,123,1,0,0,0,0,125,1,
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0,0,0,0,127,1,0,0,0,0,129,1,0,0,0,0,131,1,0,0,0,0,133,1,0,0,0,0,
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135,1,0,0,0,0,137,1,0,0,0,0,139,1,0,0,0,0,141,1,0,0,0,0,143,1,0,
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0,0,0,145,1,0,0,0,0,147,1,0,0,0,0,149,1,0,0,0,0,151,1,0,0,0,0,153,
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1,0,0,0,0,155,1,0,0,0,0,157,1,0,0,0,0,159,1,0,0,0,0,161,1,0,0,0,
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0,163,1,0,0,0,0,165,1,0,0,0,1,167,1,0,0,0,3,171,1,0,0,0,5,175,1,
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0,0,0,7,179,1,0,0,0,9,184,1,0,0,0,11,189,1,0,0,0,13,194,1,0,0,0,
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15,200,1,0,0,0,17,205,1,0,0,0,19,210,1,0,0,0,21,215,1,0,0,0,23,221,
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1,0,0,0,25,227,1,0,0,0,27,233,1,0,0,0,29,237,1,0,0,0,31,242,1,0,
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0,0,33,245,1,0,0,0,35,249,1,0,0,0,37,253,1,0,0,0,39,258,1,0,0,0,
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41,263,1,0,0,0,43,268,1,0,0,0,45,273,1,0,0,0,47,279,1,0,0,0,49,285,
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1,0,0,0,51,291,1,0,0,0,53,296,1,0,0,0,55,302,1,0,0,0,57,308,1,0,
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0,0,59,312,1,0,0,0,61,317,1,0,0,0,63,323,1,0,0,0,65,327,1,0,0,0,
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67,332,1,0,0,0,69,338,1,0,0,0,71,359,1,0,0,0,73,361,1,0,0,0,75,366,
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1,0,0,0,77,371,1,0,0,0,79,382,1,0,0,0,81,388,1,0,0,0,83,393,1,0,
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0,0,85,402,1,0,0,0,87,407,1,0,0,0,89,412,1,0,0,0,91,435,1,0,0,0,
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93,452,1,0,0,0,95,454,1,0,0,0,97,470,1,0,0,0,99,483,1,0,0,0,101,
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485,1,0,0,0,103,491,1,0,0,0,105,496,1,0,0,0,107,501,1,0,0,0,109,
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506,1,0,0,0,111,510,1,0,0,0,113,515,1,0,0,0,115,519,1,0,0,0,117,
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523,1,0,0,0,119,547,1,0,0,0,121,549,1,0,0,0,123,553,1,0,0,0,125,
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555,1,0,0,0,127,557,1,0,0,0,129,559,1,0,0,0,131,561,1,0,0,0,133,
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563,1,0,0,0,135,565,1,0,0,0,137,568,1,0,0,0,139,570,1,0,0,0,141,
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573,1,0,0,0,143,575,1,0,0,0,145,578,1,0,0,0,147,581,1,0,0,0,149,
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583,1,0,0,0,151,585,1,0,0,0,153,587,1,0,0,0,155,589,1,0,0,0,157,
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591,1,0,0,0,159,598,1,0,0,0,161,601,1,0,0,0,163,613,1,0,0,0,165,
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621,1,0,0,0,167,168,5,115,0,0,168,169,5,105,0,0,169,170,5,110,0,
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0,170,2,1,0,0,0,171,172,5,99,0,0,172,173,5,111,0,0,173,174,5,115,
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0,0,174,4,1,0,0,0,175,176,5,116,0,0,176,177,5,97,0,0,177,178,5,110,
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0,0,178,6,1,0,0,0,179,180,5,97,0,0,180,181,5,115,0,0,181,182,5,105,
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0,0,182,183,5,110,0,0,183,8,1,0,0,0,184,185,5,97,0,0,185,186,5,99,
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0,0,186,187,5,111,0,0,187,188,5,115,0,0,188,10,1,0,0,0,189,190,5,
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97,0,0,190,191,5,116,0,0,191,192,5,97,0,0,192,193,5,110,0,0,193,
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12,1,0,0,0,194,195,5,97,0,0,195,196,5,116,0,0,196,197,5,97,0,0,197,
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198,5,110,0,0,198,199,5,50,0,0,199,14,1,0,0,0,200,201,5,115,0,0,
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201,202,5,105,0,0,202,203,5,110,0,0,203,204,5,104,0,0,204,16,1,0,
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0,0,205,206,5,99,0,0,206,207,5,111,0,0,207,208,5,115,0,0,208,209,
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5,104,0,0,209,18,1,0,0,0,210,211,5,116,0,0,211,212,5,97,0,0,212,
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213,5,110,0,0,213,214,5,104,0,0,214,20,1,0,0,0,215,216,5,97,0,0,
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216,217,5,115,0,0,217,218,5,105,0,0,218,219,5,110,0,0,219,220,5,
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104,0,0,220,22,1,0,0,0,221,222,5,97,0,0,222,223,5,99,0,0,223,224,
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5,111,0,0,224,225,5,115,0,0,225,226,5,104,0,0,226,24,1,0,0,0,227,
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228,5,97,0,0,228,229,5,116,0,0,229,230,5,97,0,0,230,231,5,110,0,
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0,231,232,5,104,0,0,232,26,1,0,0,0,233,234,5,97,0,0,234,235,5,98,
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0,0,235,236,5,115,0,0,236,28,1,0,0,0,237,238,5,115,0,0,238,239,5,
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113,0,0,239,240,5,114,0,0,240,241,5,116,0,0,241,30,1,0,0,0,242,243,
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5,108,0,0,243,244,5,110,0,0,244,32,1,0,0,0,245,246,5,108,0,0,246,
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247,5,111,0,0,247,248,5,103,0,0,248,34,1,0,0,0,249,250,5,101,0,0,
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250,251,5,120,0,0,251,252,5,112,0,0,252,36,1,0,0,0,253,254,5,115,
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0,0,254,255,5,109,0,0,255,256,5,105,0,0,256,257,5,110,0,0,257,38,
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1,0,0,0,258,259,5,115,0,0,259,260,5,109,0,0,260,261,5,97,0,0,261,
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262,5,120,0,0,262,40,1,0,0,0,263,264,5,116,0,0,264,265,5,109,0,0,
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265,266,5,105,0,0,266,267,5,110,0,0,267,42,1,0,0,0,268,269,5,116,
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0,0,269,270,5,109,0,0,270,271,5,97,0,0,271,272,5,120,0,0,272,44,
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1,0,0,0,273,274,5,116,0,0,274,275,5,110,0,0,275,276,5,111,0,0,276,
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277,5,114,0,0,277,278,5,109,0,0,278,46,1,0,0,0,279,280,5,115,0,0,
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280,281,5,110,0,0,281,282,5,111,0,0,282,283,5,114,0,0,283,284,5,
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109,0,0,284,48,1,0,0,0,285,286,5,102,0,0,286,287,5,108,0,0,287,288,
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5,111,0,0,288,289,5,111,0,0,289,290,5,114,0,0,290,50,1,0,0,0,291,
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292,5,99,0,0,292,293,5,101,0,0,293,294,5,105,0,0,294,295,5,108,0,
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0,295,52,1,0,0,0,296,297,5,114,0,0,297,298,5,111,0,0,298,299,5,117,
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0,0,299,300,5,110,0,0,300,301,5,100,0,0,301,54,1,0,0,0,302,303,5,
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103,0,0,303,304,5,97,0,0,304,305,5,109,0,0,305,306,5,109,0,0,306,
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307,5,97,0,0,307,56,1,0,0,0,308,309,5,112,0,0,309,310,5,111,0,0,
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310,311,5,119,0,0,311,58,1,0,0,0,312,313,5,115,0,0,313,314,5,105,
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0,0,314,315,5,103,0,0,315,316,5,109,0,0,316,60,1,0,0,0,317,318,5,
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99,0,0,318,319,5,108,0,0,319,320,5,97,0,0,320,321,5,109,0,0,321,
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322,5,112,0,0,322,62,1,0,0,0,323,324,5,102,0,0,324,325,5,102,0,0,
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325,326,5,116,0,0,326,64,1,0,0,0,327,328,5,105,0,0,328,329,5,102,
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0,0,329,330,5,102,0,0,330,331,5,116,0,0,331,66,1,0,0,0,332,333,5,
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97,0,0,333,334,5,110,0,0,334,335,5,103,0,0,335,336,5,108,0,0,336,
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337,5,101,0,0,337,68,1,0,0,0,338,339,5,112,0,0,339,340,5,114,0,0,
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340,341,5,105,0,0,341,342,5,110,0,0,342,343,5,116,0,0,343,70,1,0,
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0,0,344,345,5,112,0,0,345,346,5,114,0,0,346,347,5,105,0,0,347,348,
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5,110,0,0,348,349,5,116,0,0,349,350,5,95,0,0,350,351,5,115,0,0,351,
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352,5,104,0,0,352,353,5,97,0,0,353,354,5,112,0,0,354,360,5,101,0,
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0,355,356,5,112,0,0,356,357,5,115,0,0,357,358,5,104,0,0,358,360,
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5,112,0,0,359,344,1,0,0,0,359,355,1,0,0,0,360,72,1,0,0,0,361,362,
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5,108,0,0,362,363,5,101,0,0,363,364,5,114,0,0,364,365,5,112,0,0,
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365,74,1,0,0,0,366,367,5,115,0,0,367,368,5,116,0,0,368,369,5,101,
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0,0,369,370,5,112,0,0,370,76,1,0,0,0,371,372,5,115,0,0,372,373,5,
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109,0,0,373,374,5,111,0,0,374,375,5,111,0,0,375,376,5,116,0,0,376,
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377,5,104,0,0,377,378,5,115,0,0,378,379,5,116,0,0,379,380,5,101,
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0,0,380,381,5,112,0,0,381,78,1,0,0,0,382,383,5,102,0,0,383,384,5,
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114,0,0,384,385,5,97,0,0,385,386,5,99,0,0,386,387,5,116,0,0,387,
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80,1,0,0,0,388,389,5,114,0,0,389,390,5,101,0,0,390,391,5,108,0,0,
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391,392,5,117,0,0,392,82,1,0,0,0,393,394,5,115,0,0,394,395,5,111,
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0,0,395,396,5,102,0,0,396,397,5,116,0,0,397,398,5,112,0,0,398,399,
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5,108,0,0,399,400,5,117,0,0,400,401,5,115,0,0,401,84,1,0,0,0,402,
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403,5,103,0,0,403,404,5,101,0,0,404,405,5,108,0,0,405,406,5,117,
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0,0,406,86,1,0,0,0,407,408,5,115,0,0,408,409,5,105,0,0,409,410,5,
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103,0,0,410,411,5,110,0,0,411,88,1,0,0,0,412,413,5,109,0,0,413,414,
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5,97,0,0,414,415,5,112,0,0,415,90,1,0,0,0,416,417,5,101,0,0,417,
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418,5,122,0,0,418,419,5,99,0,0,419,420,5,111,0,0,420,421,5,110,0,
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0,421,422,5,118,0,0,422,423,5,111,0,0,423,424,5,108,0,0,424,425,
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5,117,0,0,425,426,5,116,0,0,426,427,5,105,0,0,427,428,5,111,0,0,
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428,436,5,110,0,0,429,430,5,101,0,0,430,431,5,122,0,0,431,432,5,
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99,0,0,432,433,5,111,0,0,433,434,5,110,0,0,434,436,5,118,0,0,435,
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416,1,0,0,0,435,429,1,0,0,0,436,92,1,0,0,0,437,438,5,99,0,0,438,
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439,5,111,0,0,439,440,5,110,0,0,440,441,5,118,0,0,441,442,5,111,
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0,0,442,443,5,108,0,0,443,444,5,117,0,0,444,445,5,116,0,0,445,446,
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5,105,0,0,446,447,5,111,0,0,447,453,5,110,0,0,448,449,5,99,0,0,449,
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450,5,111,0,0,450,451,5,110,0,0,451,453,5,118,0,0,452,437,1,0,0,
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0,452,448,1,0,0,0,453,94,1,0,0,0,454,455,5,115,0,0,455,456,5,119,
|
||||
0,0,456,457,5,97,0,0,457,458,5,112,0,0,458,96,1,0,0,0,459,460,5,
|
||||
112,0,0,460,461,5,101,0,0,461,462,5,114,0,0,462,463,5,109,0,0,463,
|
||||
464,5,117,0,0,464,465,5,116,0,0,465,471,5,101,0,0,466,467,5,112,
|
||||
0,0,467,468,5,101,0,0,468,469,5,114,0,0,469,471,5,109,0,0,470,459,
|
||||
1,0,0,0,470,466,1,0,0,0,471,98,1,0,0,0,472,473,5,114,0,0,473,474,
|
||||
5,101,0,0,474,475,5,115,0,0,475,476,5,104,0,0,476,477,5,97,0,0,477,
|
||||
478,5,112,0,0,478,484,5,101,0,0,479,480,5,114,0,0,480,481,5,115,
|
||||
0,0,481,482,5,104,0,0,482,484,5,112,0,0,483,472,1,0,0,0,483,479,
|
||||
1,0,0,0,484,100,1,0,0,0,485,486,5,114,0,0,486,487,5,97,0,0,487,488,
|
||||
5,110,0,0,488,489,5,103,0,0,489,490,5,101,0,0,490,102,1,0,0,0,491,
|
||||
492,5,116,0,0,492,493,5,111,0,0,493,494,5,112,0,0,494,495,5,107,
|
||||
0,0,495,104,1,0,0,0,496,497,5,98,0,0,497,498,5,111,0,0,498,499,5,
|
||||
116,0,0,499,500,5,107,0,0,500,106,1,0,0,0,501,502,5,112,0,0,502,
|
||||
503,5,105,0,0,503,504,5,110,0,0,504,505,5,118,0,0,505,108,1,0,0,
|
||||
0,506,507,5,115,0,0,507,508,5,117,0,0,508,509,5,109,0,0,509,110,
|
||||
1,0,0,0,510,511,5,109,0,0,511,512,5,101,0,0,512,513,5,97,0,0,513,
|
||||
514,5,110,0,0,514,112,1,0,0,0,515,516,5,115,0,0,516,517,5,116,0,
|
||||
0,517,518,5,100,0,0,518,114,1,0,0,0,519,520,5,118,0,0,520,521,5,
|
||||
97,0,0,521,522,5,114,0,0,522,116,1,0,0,0,523,524,5,113,0,0,524,525,
|
||||
5,117,0,0,525,526,5,97,0,0,526,527,5,114,0,0,527,528,5,116,0,0,528,
|
||||
529,5,105,0,0,529,530,5,108,0,0,530,531,5,101,0,0,531,118,1,0,0,
|
||||
0,532,533,5,112,0,0,533,534,5,101,0,0,534,535,5,114,0,0,535,536,
|
||||
5,99,0,0,536,537,5,101,0,0,537,538,5,110,0,0,538,539,5,116,0,0,539,
|
||||
540,5,105,0,0,540,541,5,108,0,0,541,548,5,101,0,0,542,543,5,112,
|
||||
0,0,543,544,5,114,0,0,544,545,5,99,0,0,545,546,5,110,0,0,546,548,
|
||||
5,116,0,0,547,532,1,0,0,0,547,542,1,0,0,0,548,120,1,0,0,0,549,550,
|
||||
5,100,0,0,550,551,5,111,0,0,551,552,5,116,0,0,552,122,1,0,0,0,553,
|
||||
554,5,43,0,0,554,124,1,0,0,0,555,556,5,45,0,0,556,126,1,0,0,0,557,
|
||||
558,5,42,0,0,558,128,1,0,0,0,559,560,5,47,0,0,560,130,1,0,0,0,561,
|
||||
562,5,37,0,0,562,132,1,0,0,0,563,564,5,94,0,0,564,134,1,0,0,0,565,
|
||||
566,5,62,0,0,566,567,5,61,0,0,567,136,1,0,0,0,568,569,5,62,0,0,569,
|
||||
138,1,0,0,0,570,571,5,60,0,0,571,572,5,61,0,0,572,140,1,0,0,0,573,
|
||||
574,5,60,0,0,574,142,1,0,0,0,575,576,5,61,0,0,576,577,5,61,0,0,577,
|
||||
144,1,0,0,0,578,579,5,33,0,0,579,580,5,61,0,0,580,146,1,0,0,0,581,
|
||||
582,5,124,0,0,582,148,1,0,0,0,583,584,5,40,0,0,584,150,1,0,0,0,585,
|
||||
586,5,41,0,0,586,152,1,0,0,0,587,588,5,44,0,0,588,154,1,0,0,0,589,
|
||||
590,5,91,0,0,590,156,1,0,0,0,591,592,5,93,0,0,592,158,1,0,0,0,593,
|
||||
594,5,112,0,0,594,599,5,105,0,0,595,596,5,80,0,0,596,599,5,73,0,
|
||||
0,597,599,7,0,0,0,598,593,1,0,0,0,598,595,1,0,0,0,598,597,1,0,0,
|
||||
0,599,160,1,0,0,0,600,602,7,1,0,0,601,600,1,0,0,0,602,603,1,0,0,
|
||||
0,603,601,1,0,0,0,603,604,1,0,0,0,604,611,1,0,0,0,605,607,5,46,0,
|
||||
0,606,608,7,1,0,0,607,606,1,0,0,0,608,609,1,0,0,0,609,607,1,0,0,
|
||||
0,609,610,1,0,0,0,610,612,1,0,0,0,611,605,1,0,0,0,611,612,1,0,0,
|
||||
0,612,162,1,0,0,0,613,617,7,2,0,0,614,616,7,3,0,0,615,614,1,0,0,
|
||||
0,616,619,1,0,0,0,617,615,1,0,0,0,617,618,1,0,0,0,618,164,1,0,0,
|
||||
0,619,617,1,0,0,0,620,622,7,4,0,0,621,620,1,0,0,0,622,623,1,0,0,
|
||||
0,623,621,1,0,0,0,623,624,1,0,0,0,624,625,1,0,0,0,625,626,6,82,0,
|
||||
0,626,166,1,0,0,0,13,0,359,435,452,470,483,547,598,603,609,611,617,
|
||||
623,1,6,0,0
|
||||
]
|
||||
|
||||
class MathExprLexer(Lexer):
|
||||
@@ -218,98 +240,106 @@ class MathExprLexer(Lexer):
|
||||
|
||||
decisionsToDFA = [ DFA(ds, i) for i, ds in enumerate(atn.decisionToState) ]
|
||||
|
||||
T__0 = 1
|
||||
T__1 = 2
|
||||
T__2 = 3
|
||||
T__3 = 4
|
||||
T__4 = 5
|
||||
SIN = 6
|
||||
COS = 7
|
||||
TAN = 8
|
||||
ASIN = 9
|
||||
ACOS = 10
|
||||
ATAN = 11
|
||||
ATAN2 = 12
|
||||
SINH = 13
|
||||
COSH = 14
|
||||
TANH = 15
|
||||
ASINH = 16
|
||||
ACOSH = 17
|
||||
ATANH = 18
|
||||
ABS = 19
|
||||
SQRT = 20
|
||||
LN = 21
|
||||
LOG = 22
|
||||
EXP = 23
|
||||
SMIN = 24
|
||||
SMAX = 25
|
||||
TMIN = 26
|
||||
TMAX = 27
|
||||
TNORM = 28
|
||||
SNORM = 29
|
||||
FLOOR = 30
|
||||
CEIL = 31
|
||||
ROUND = 32
|
||||
GAMMA = 33
|
||||
POWE = 34
|
||||
SIGM = 35
|
||||
CLAMP = 36
|
||||
SFFT = 37
|
||||
SIFFT = 38
|
||||
ANGL = 39
|
||||
PRNT = 40
|
||||
PRINT_SHAPE = 41
|
||||
LERP = 42
|
||||
STEP = 43
|
||||
SMOOTHSTEP = 44
|
||||
FRACT = 45
|
||||
RELU = 46
|
||||
SOFTPLUS = 47
|
||||
GELU = 48
|
||||
SIGN = 49
|
||||
MAP = 50
|
||||
EZCONV = 51
|
||||
CONV = 52
|
||||
SWAP = 53
|
||||
PERM = 54
|
||||
RESHAPE = 55
|
||||
RANGE = 56
|
||||
TOPK = 57
|
||||
BOTK = 58
|
||||
PINV = 59
|
||||
PLUS = 60
|
||||
MINUS = 61
|
||||
MULT = 62
|
||||
DIV = 63
|
||||
MOD = 64
|
||||
POW = 65
|
||||
GE = 66
|
||||
GT = 67
|
||||
LE = 68
|
||||
LT = 69
|
||||
EQ = 70
|
||||
NE = 71
|
||||
PIPE = 72
|
||||
CONSTANT = 73
|
||||
NUMBER = 74
|
||||
VARIABLE = 75
|
||||
WS = 76
|
||||
SIN = 1
|
||||
COS = 2
|
||||
TAN = 3
|
||||
ASIN = 4
|
||||
ACOS = 5
|
||||
ATAN = 6
|
||||
ATAN2 = 7
|
||||
SINH = 8
|
||||
COSH = 9
|
||||
TANH = 10
|
||||
ASINH = 11
|
||||
ACOSH = 12
|
||||
ATANH = 13
|
||||
ABS = 14
|
||||
SQRT = 15
|
||||
LN = 16
|
||||
LOG = 17
|
||||
EXP = 18
|
||||
SMIN = 19
|
||||
SMAX = 20
|
||||
TMIN = 21
|
||||
TMAX = 22
|
||||
TNORM = 23
|
||||
SNORM = 24
|
||||
FLOOR = 25
|
||||
CEIL = 26
|
||||
ROUND = 27
|
||||
GAMMA = 28
|
||||
POWE = 29
|
||||
SIGM = 30
|
||||
CLAMP = 31
|
||||
SFFT = 32
|
||||
SIFFT = 33
|
||||
ANGL = 34
|
||||
PRNT = 35
|
||||
PRINT_SHAPE = 36
|
||||
LERP = 37
|
||||
STEP = 38
|
||||
SMOOTHSTEP = 39
|
||||
FRACT = 40
|
||||
RELU = 41
|
||||
SOFTPLUS = 42
|
||||
GELU = 43
|
||||
SIGN = 44
|
||||
MAP = 45
|
||||
EZCONV = 46
|
||||
CONV = 47
|
||||
SWAP = 48
|
||||
PERM = 49
|
||||
RESHAPE = 50
|
||||
RANGE = 51
|
||||
TOPK = 52
|
||||
BOTK = 53
|
||||
PINV = 54
|
||||
SUM = 55
|
||||
MEAN = 56
|
||||
STD = 57
|
||||
VAR = 58
|
||||
QUARTILE = 59
|
||||
PERCENTILE = 60
|
||||
DOT = 61
|
||||
PLUS = 62
|
||||
MINUS = 63
|
||||
MULT = 64
|
||||
DIV = 65
|
||||
MOD = 66
|
||||
POW = 67
|
||||
GE = 68
|
||||
GT = 69
|
||||
LE = 70
|
||||
LT = 71
|
||||
EQ = 72
|
||||
NE = 73
|
||||
PIPE = 74
|
||||
LPAREN = 75
|
||||
RPAREN = 76
|
||||
COMMA = 77
|
||||
LBRACKET = 78
|
||||
RBRACKET = 79
|
||||
CONSTANT = 80
|
||||
NUMBER = 81
|
||||
VARIABLE = 82
|
||||
WS = 83
|
||||
|
||||
channelNames = [ u"DEFAULT_TOKEN_CHANNEL", u"HIDDEN" ]
|
||||
|
||||
modeNames = [ "DEFAULT_MODE" ]
|
||||
|
||||
literalNames = [ "<INVALID>",
|
||||
"'('", "')'", "'['", "','", "']'", "'sin'", "'cos'", "'tan'",
|
||||
"'asin'", "'acos'", "'atan'", "'atan2'", "'sinh'", "'cosh'",
|
||||
"'tanh'", "'asinh'", "'acosh'", "'atanh'", "'abs'", "'sqrt'",
|
||||
"'ln'", "'log'", "'exp'", "'smin'", "'smax'", "'tmin'", "'tmax'",
|
||||
"'tnorm'", "'snorm'", "'floor'", "'ceil'", "'round'", "'gamma'",
|
||||
"'pow'", "'sigm'", "'clamp'", "'fft'", "'ifft'", "'angle'",
|
||||
"'print'", "'lerp'", "'step'", "'smoothstep'", "'fract'", "'relu'",
|
||||
"'softplus'", "'gelu'", "'sign'", "'map'", "'swap'", "'range'",
|
||||
"'topk'", "'botk'", "'pinv'", "'+'", "'-'", "'*'", "'/'", "'%'",
|
||||
"'^'", "'>='", "'>'", "'<='", "'<'", "'=='", "'!='", "'|'" ]
|
||||
"'sin'", "'cos'", "'tan'", "'asin'", "'acos'", "'atan'", "'atan2'",
|
||||
"'sinh'", "'cosh'", "'tanh'", "'asinh'", "'acosh'", "'atanh'",
|
||||
"'abs'", "'sqrt'", "'ln'", "'log'", "'exp'", "'smin'", "'smax'",
|
||||
"'tmin'", "'tmax'", "'tnorm'", "'snorm'", "'floor'", "'ceil'",
|
||||
"'round'", "'gamma'", "'pow'", "'sigm'", "'clamp'", "'fft'",
|
||||
"'ifft'", "'angle'", "'print'", "'lerp'", "'step'", "'smoothstep'",
|
||||
"'fract'", "'relu'", "'softplus'", "'gelu'", "'sign'", "'map'",
|
||||
"'swap'", "'range'", "'topk'", "'botk'", "'pinv'", "'sum'",
|
||||
"'mean'", "'std'", "'var'", "'quartile'", "'dot'", "'+'", "'-'",
|
||||
"'*'", "'/'", "'%'", "'^'", "'>='", "'>'", "'<='", "'<'", "'=='",
|
||||
"'!='", "'|'", "'('", "')'", "','", "'['", "']'" ]
|
||||
|
||||
symbolicNames = [ "<INVALID>",
|
||||
"SIN", "COS", "TAN", "ASIN", "ACOS", "ATAN", "ATAN2", "SINH",
|
||||
@@ -319,21 +349,24 @@ class MathExprLexer(Lexer):
|
||||
"SFFT", "SIFFT", "ANGL", "PRNT", "PRINT_SHAPE", "LERP", "STEP",
|
||||
"SMOOTHSTEP", "FRACT", "RELU", "SOFTPLUS", "GELU", "SIGN", "MAP",
|
||||
"EZCONV", "CONV", "SWAP", "PERM", "RESHAPE", "RANGE", "TOPK",
|
||||
"BOTK", "PINV", "PLUS", "MINUS", "MULT", "DIV", "MOD", "POW",
|
||||
"GE", "GT", "LE", "LT", "EQ", "NE", "PIPE", "CONSTANT", "NUMBER",
|
||||
"VARIABLE", "WS" ]
|
||||
"BOTK", "PINV", "SUM", "MEAN", "STD", "VAR", "QUARTILE", "PERCENTILE",
|
||||
"DOT", "PLUS", "MINUS", "MULT", "DIV", "MOD", "POW", "GE", "GT",
|
||||
"LE", "LT", "EQ", "NE", "PIPE", "LPAREN", "RPAREN", "COMMA",
|
||||
"LBRACKET", "RBRACKET", "CONSTANT", "NUMBER", "VARIABLE", "WS" ]
|
||||
|
||||
ruleNames = [ "T__0", "T__1", "T__2", "T__3", "T__4", "SIN", "COS",
|
||||
"TAN", "ASIN", "ACOS", "ATAN", "ATAN2", "SINH", "COSH",
|
||||
"TANH", "ASINH", "ACOSH", "ATANH", "ABS", "SQRT", "LN",
|
||||
"LOG", "EXP", "SMIN", "SMAX", "TMIN", "TMAX", "TNORM",
|
||||
"SNORM", "FLOOR", "CEIL", "ROUND", "GAMMA", "POWE", "SIGM",
|
||||
"CLAMP", "SFFT", "SIFFT", "ANGL", "PRNT", "PRINT_SHAPE",
|
||||
ruleNames = [ "SIN", "COS", "TAN", "ASIN", "ACOS", "ATAN", "ATAN2",
|
||||
"SINH", "COSH", "TANH", "ASINH", "ACOSH", "ATANH", "ABS",
|
||||
"SQRT", "LN", "LOG", "EXP", "SMIN", "SMAX", "TMIN", "TMAX",
|
||||
"TNORM", "SNORM", "FLOOR", "CEIL", "ROUND", "GAMMA", "POWE",
|
||||
"SIGM", "CLAMP", "SFFT", "SIFFT", "ANGL", "PRNT", "PRINT_SHAPE",
|
||||
"LERP", "STEP", "SMOOTHSTEP", "FRACT", "RELU", "SOFTPLUS",
|
||||
"GELU", "SIGN", "MAP", "EZCONV", "CONV", "SWAP", "PERM",
|
||||
"RESHAPE", "RANGE", "TOPK", "BOTK", "PINV", "PLUS", "MINUS",
|
||||
"MULT", "DIV", "MOD", "POW", "GE", "GT", "LE", "LT", "EQ",
|
||||
"NE", "PIPE", "CONSTANT", "NUMBER", "VARIABLE", "WS" ]
|
||||
"RESHAPE", "RANGE", "TOPK", "BOTK", "PINV", "SUM", "MEAN",
|
||||
"STD", "VAR", "QUARTILE", "PERCENTILE", "DOT", "PLUS",
|
||||
"MINUS", "MULT", "DIV", "MOD", "POW", "GE", "GT", "LE",
|
||||
"LT", "EQ", "NE", "PIPE", "LPAREN", "RPAREN", "COMMA",
|
||||
"LBRACKET", "RBRACKET", "CONSTANT", "NUMBER", "VARIABLE",
|
||||
"WS" ]
|
||||
|
||||
grammarFileName = "MathExpr.g4"
|
||||
|
||||
|
||||
@@ -1,143 +1,156 @@
|
||||
T__0=1
|
||||
T__1=2
|
||||
T__2=3
|
||||
T__3=4
|
||||
T__4=5
|
||||
SIN=6
|
||||
COS=7
|
||||
TAN=8
|
||||
ASIN=9
|
||||
ACOS=10
|
||||
ATAN=11
|
||||
ATAN2=12
|
||||
SINH=13
|
||||
COSH=14
|
||||
TANH=15
|
||||
ASINH=16
|
||||
ACOSH=17
|
||||
ATANH=18
|
||||
ABS=19
|
||||
SQRT=20
|
||||
LN=21
|
||||
LOG=22
|
||||
EXP=23
|
||||
SMIN=24
|
||||
SMAX=25
|
||||
TMIN=26
|
||||
TMAX=27
|
||||
TNORM=28
|
||||
SNORM=29
|
||||
FLOOR=30
|
||||
CEIL=31
|
||||
ROUND=32
|
||||
GAMMA=33
|
||||
POWE=34
|
||||
SIGM=35
|
||||
CLAMP=36
|
||||
SFFT=37
|
||||
SIFFT=38
|
||||
ANGL=39
|
||||
PRNT=40
|
||||
PRINT_SHAPE=41
|
||||
LERP=42
|
||||
STEP=43
|
||||
SMOOTHSTEP=44
|
||||
FRACT=45
|
||||
RELU=46
|
||||
SOFTPLUS=47
|
||||
GELU=48
|
||||
SIGN=49
|
||||
MAP=50
|
||||
EZCONV=51
|
||||
CONV=52
|
||||
SWAP=53
|
||||
PERM=54
|
||||
RESHAPE=55
|
||||
RANGE=56
|
||||
TOPK=57
|
||||
BOTK=58
|
||||
PINV=59
|
||||
PLUS=60
|
||||
MINUS=61
|
||||
MULT=62
|
||||
DIV=63
|
||||
MOD=64
|
||||
POW=65
|
||||
GE=66
|
||||
GT=67
|
||||
LE=68
|
||||
LT=69
|
||||
EQ=70
|
||||
NE=71
|
||||
PIPE=72
|
||||
CONSTANT=73
|
||||
NUMBER=74
|
||||
VARIABLE=75
|
||||
WS=76
|
||||
'('=1
|
||||
')'=2
|
||||
'['=3
|
||||
','=4
|
||||
']'=5
|
||||
'sin'=6
|
||||
'cos'=7
|
||||
'tan'=8
|
||||
'asin'=9
|
||||
'acos'=10
|
||||
'atan'=11
|
||||
'atan2'=12
|
||||
'sinh'=13
|
||||
'cosh'=14
|
||||
'tanh'=15
|
||||
'asinh'=16
|
||||
'acosh'=17
|
||||
'atanh'=18
|
||||
'abs'=19
|
||||
'sqrt'=20
|
||||
'ln'=21
|
||||
'log'=22
|
||||
'exp'=23
|
||||
'smin'=24
|
||||
'smax'=25
|
||||
'tmin'=26
|
||||
'tmax'=27
|
||||
'tnorm'=28
|
||||
'snorm'=29
|
||||
'floor'=30
|
||||
'ceil'=31
|
||||
'round'=32
|
||||
'gamma'=33
|
||||
'pow'=34
|
||||
'sigm'=35
|
||||
'clamp'=36
|
||||
'fft'=37
|
||||
'ifft'=38
|
||||
'angle'=39
|
||||
'print'=40
|
||||
'lerp'=42
|
||||
'step'=43
|
||||
'smoothstep'=44
|
||||
'fract'=45
|
||||
'relu'=46
|
||||
'softplus'=47
|
||||
'gelu'=48
|
||||
'sign'=49
|
||||
'map'=50
|
||||
'swap'=53
|
||||
'range'=56
|
||||
'topk'=57
|
||||
'botk'=58
|
||||
'pinv'=59
|
||||
'+'=60
|
||||
'-'=61
|
||||
'*'=62
|
||||
'/'=63
|
||||
'%'=64
|
||||
'^'=65
|
||||
'>='=66
|
||||
'>'=67
|
||||
'<='=68
|
||||
'<'=69
|
||||
'=='=70
|
||||
'!='=71
|
||||
'|'=72
|
||||
SIN=1
|
||||
COS=2
|
||||
TAN=3
|
||||
ASIN=4
|
||||
ACOS=5
|
||||
ATAN=6
|
||||
ATAN2=7
|
||||
SINH=8
|
||||
COSH=9
|
||||
TANH=10
|
||||
ASINH=11
|
||||
ACOSH=12
|
||||
ATANH=13
|
||||
ABS=14
|
||||
SQRT=15
|
||||
LN=16
|
||||
LOG=17
|
||||
EXP=18
|
||||
SMIN=19
|
||||
SMAX=20
|
||||
TMIN=21
|
||||
TMAX=22
|
||||
TNORM=23
|
||||
SNORM=24
|
||||
FLOOR=25
|
||||
CEIL=26
|
||||
ROUND=27
|
||||
GAMMA=28
|
||||
POWE=29
|
||||
SIGM=30
|
||||
CLAMP=31
|
||||
SFFT=32
|
||||
SIFFT=33
|
||||
ANGL=34
|
||||
PRNT=35
|
||||
PRINT_SHAPE=36
|
||||
LERP=37
|
||||
STEP=38
|
||||
SMOOTHSTEP=39
|
||||
FRACT=40
|
||||
RELU=41
|
||||
SOFTPLUS=42
|
||||
GELU=43
|
||||
SIGN=44
|
||||
MAP=45
|
||||
EZCONV=46
|
||||
CONV=47
|
||||
SWAP=48
|
||||
PERM=49
|
||||
RESHAPE=50
|
||||
RANGE=51
|
||||
TOPK=52
|
||||
BOTK=53
|
||||
PINV=54
|
||||
SUM=55
|
||||
MEAN=56
|
||||
STD=57
|
||||
VAR=58
|
||||
QUARTILE=59
|
||||
PERCENTILE=60
|
||||
DOT=61
|
||||
PLUS=62
|
||||
MINUS=63
|
||||
MULT=64
|
||||
DIV=65
|
||||
MOD=66
|
||||
POW=67
|
||||
GE=68
|
||||
GT=69
|
||||
LE=70
|
||||
LT=71
|
||||
EQ=72
|
||||
NE=73
|
||||
PIPE=74
|
||||
LPAREN=75
|
||||
RPAREN=76
|
||||
COMMA=77
|
||||
LBRACKET=78
|
||||
RBRACKET=79
|
||||
CONSTANT=80
|
||||
NUMBER=81
|
||||
VARIABLE=82
|
||||
WS=83
|
||||
'sin'=1
|
||||
'cos'=2
|
||||
'tan'=3
|
||||
'asin'=4
|
||||
'acos'=5
|
||||
'atan'=6
|
||||
'atan2'=7
|
||||
'sinh'=8
|
||||
'cosh'=9
|
||||
'tanh'=10
|
||||
'asinh'=11
|
||||
'acosh'=12
|
||||
'atanh'=13
|
||||
'abs'=14
|
||||
'sqrt'=15
|
||||
'ln'=16
|
||||
'log'=17
|
||||
'exp'=18
|
||||
'smin'=19
|
||||
'smax'=20
|
||||
'tmin'=21
|
||||
'tmax'=22
|
||||
'tnorm'=23
|
||||
'snorm'=24
|
||||
'floor'=25
|
||||
'ceil'=26
|
||||
'round'=27
|
||||
'gamma'=28
|
||||
'pow'=29
|
||||
'sigm'=30
|
||||
'clamp'=31
|
||||
'fft'=32
|
||||
'ifft'=33
|
||||
'angle'=34
|
||||
'print'=35
|
||||
'lerp'=37
|
||||
'step'=38
|
||||
'smoothstep'=39
|
||||
'fract'=40
|
||||
'relu'=41
|
||||
'softplus'=42
|
||||
'gelu'=43
|
||||
'sign'=44
|
||||
'map'=45
|
||||
'swap'=48
|
||||
'range'=51
|
||||
'topk'=52
|
||||
'botk'=53
|
||||
'pinv'=54
|
||||
'sum'=55
|
||||
'mean'=56
|
||||
'std'=57
|
||||
'var'=58
|
||||
'quartile'=59
|
||||
'dot'=61
|
||||
'+'=62
|
||||
'-'=63
|
||||
'*'=64
|
||||
'/'=65
|
||||
'%'=66
|
||||
'^'=67
|
||||
'>='=68
|
||||
'>'=69
|
||||
'<='=70
|
||||
'<'=71
|
||||
'=='=72
|
||||
'!='=73
|
||||
'|'=74
|
||||
'('=75
|
||||
')'=76
|
||||
','=77
|
||||
'['=78
|
||||
']'=79
|
||||
|
||||
@@ -602,6 +602,42 @@ class MathExprListener(ParseTreeListener):
|
||||
pass
|
||||
|
||||
|
||||
# Enter a parse tree produced by MathExprParser#SumFunc.
|
||||
def enterSumFunc(self, ctx:MathExprParser.SumFuncContext):
|
||||
pass
|
||||
|
||||
# Exit a parse tree produced by MathExprParser#SumFunc.
|
||||
def exitSumFunc(self, ctx:MathExprParser.SumFuncContext):
|
||||
pass
|
||||
|
||||
|
||||
# Enter a parse tree produced by MathExprParser#MeanFunc.
|
||||
def enterMeanFunc(self, ctx:MathExprParser.MeanFuncContext):
|
||||
pass
|
||||
|
||||
# Exit a parse tree produced by MathExprParser#MeanFunc.
|
||||
def exitMeanFunc(self, ctx:MathExprParser.MeanFuncContext):
|
||||
pass
|
||||
|
||||
|
||||
# Enter a parse tree produced by MathExprParser#StdFunc.
|
||||
def enterStdFunc(self, ctx:MathExprParser.StdFuncContext):
|
||||
pass
|
||||
|
||||
# Exit a parse tree produced by MathExprParser#StdFunc.
|
||||
def exitStdFunc(self, ctx:MathExprParser.StdFuncContext):
|
||||
pass
|
||||
|
||||
|
||||
# Enter a parse tree produced by MathExprParser#VarFunc.
|
||||
def enterVarFunc(self, ctx:MathExprParser.VarFuncContext):
|
||||
pass
|
||||
|
||||
# Exit a parse tree produced by MathExprParser#VarFunc.
|
||||
def exitVarFunc(self, ctx:MathExprParser.VarFuncContext):
|
||||
pass
|
||||
|
||||
|
||||
# Enter a parse tree produced by MathExprParser#PowFunc.
|
||||
def enterPowFunc(self, ctx:MathExprParser.PowFuncContext):
|
||||
pass
|
||||
@@ -665,6 +701,33 @@ class MathExprListener(ParseTreeListener):
|
||||
pass
|
||||
|
||||
|
||||
# Enter a parse tree produced by MathExprParser#QuartileFunc.
|
||||
def enterQuartileFunc(self, ctx:MathExprParser.QuartileFuncContext):
|
||||
pass
|
||||
|
||||
# Exit a parse tree produced by MathExprParser#QuartileFunc.
|
||||
def exitQuartileFunc(self, ctx:MathExprParser.QuartileFuncContext):
|
||||
pass
|
||||
|
||||
|
||||
# Enter a parse tree produced by MathExprParser#PercentileFunc.
|
||||
def enterPercentileFunc(self, ctx:MathExprParser.PercentileFuncContext):
|
||||
pass
|
||||
|
||||
# Exit a parse tree produced by MathExprParser#PercentileFunc.
|
||||
def exitPercentileFunc(self, ctx:MathExprParser.PercentileFuncContext):
|
||||
pass
|
||||
|
||||
|
||||
# Enter a parse tree produced by MathExprParser#DotFunc.
|
||||
def enterDotFunc(self, ctx:MathExprParser.DotFuncContext):
|
||||
pass
|
||||
|
||||
# Exit a parse tree produced by MathExprParser#DotFunc.
|
||||
def exitDotFunc(self, ctx:MathExprParser.DotFuncContext):
|
||||
pass
|
||||
|
||||
|
||||
# Enter a parse tree produced by MathExprParser#ClampFunc.
|
||||
def enterClampFunc(self, ctx:MathExprParser.ClampFuncContext):
|
||||
pass
|
||||
@@ -737,6 +800,15 @@ class MathExprListener(ParseTreeListener):
|
||||
pass
|
||||
|
||||
|
||||
# Enter a parse tree produced by MathExprParser#EzConvFunc.
|
||||
def enterEzConvFunc(self, ctx:MathExprParser.EzConvFuncContext):
|
||||
pass
|
||||
|
||||
# Exit a parse tree produced by MathExprParser#EzConvFunc.
|
||||
def exitEzConvFunc(self, ctx:MathExprParser.EzConvFuncContext):
|
||||
pass
|
||||
|
||||
|
||||
# Enter a parse tree produced by MathExprParser#ConvFunc.
|
||||
def enterConvFunc(self, ctx:MathExprParser.ConvFuncContext):
|
||||
pass
|
||||
|
||||
+1974
-644
File diff suppressed because it is too large
Load Diff
@@ -1,4 +1,4 @@
|
||||
# Generated from MathExpr.g4 by ANTLR 4.13.2
|
||||
# Generated from ./MathExpr.g4 by ANTLR 4.13.2
|
||||
from antlr4 import *
|
||||
if "." in __name__:
|
||||
from .MathExprParser import MathExprParser
|
||||
@@ -339,6 +339,26 @@ class MathExprVisitor(ParseTreeVisitor):
|
||||
return self.visitChildren(ctx)
|
||||
|
||||
|
||||
# Visit a parse tree produced by MathExprParser#SumFunc.
|
||||
def visitSumFunc(self, ctx:MathExprParser.SumFuncContext):
|
||||
return self.visitChildren(ctx)
|
||||
|
||||
|
||||
# Visit a parse tree produced by MathExprParser#MeanFunc.
|
||||
def visitMeanFunc(self, ctx:MathExprParser.MeanFuncContext):
|
||||
return self.visitChildren(ctx)
|
||||
|
||||
|
||||
# Visit a parse tree produced by MathExprParser#StdFunc.
|
||||
def visitStdFunc(self, ctx:MathExprParser.StdFuncContext):
|
||||
return self.visitChildren(ctx)
|
||||
|
||||
|
||||
# Visit a parse tree produced by MathExprParser#VarFunc.
|
||||
def visitVarFunc(self, ctx:MathExprParser.VarFuncContext):
|
||||
return self.visitChildren(ctx)
|
||||
|
||||
|
||||
# Visit a parse tree produced by MathExprParser#PowFunc.
|
||||
def visitPowFunc(self, ctx:MathExprParser.PowFuncContext):
|
||||
return self.visitChildren(ctx)
|
||||
@@ -374,6 +394,21 @@ class MathExprVisitor(ParseTreeVisitor):
|
||||
return self.visitChildren(ctx)
|
||||
|
||||
|
||||
# Visit a parse tree produced by MathExprParser#QuartileFunc.
|
||||
def visitQuartileFunc(self, ctx:MathExprParser.QuartileFuncContext):
|
||||
return self.visitChildren(ctx)
|
||||
|
||||
|
||||
# Visit a parse tree produced by MathExprParser#PercentileFunc.
|
||||
def visitPercentileFunc(self, ctx:MathExprParser.PercentileFuncContext):
|
||||
return self.visitChildren(ctx)
|
||||
|
||||
|
||||
# Visit a parse tree produced by MathExprParser#DotFunc.
|
||||
def visitDotFunc(self, ctx:MathExprParser.DotFuncContext):
|
||||
return self.visitChildren(ctx)
|
||||
|
||||
|
||||
# Visit a parse tree produced by MathExprParser#ClampFunc.
|
||||
def visitClampFunc(self, ctx:MathExprParser.ClampFuncContext):
|
||||
return self.visitChildren(ctx)
|
||||
|
||||
@@ -62,6 +62,13 @@ class UnifiedMathVisitor(MathExprVisitor):
|
||||
return torch_op(a).contiguous() if torch_op else scalar_op(a)
|
||||
return scalar_op(a)
|
||||
|
||||
def _reduction_op(self, val, torch_op, list_op):
|
||||
if self._is_tensor(val):
|
||||
return torch_op(val)
|
||||
if self._is_list(val):
|
||||
return list_op(val)
|
||||
return val
|
||||
|
||||
# ========================
|
||||
# Visitors
|
||||
# ========================
|
||||
@@ -587,6 +594,92 @@ class UnifiedMathVisitor(MathExprVisitor):
|
||||
return (coord / (size - 1)) * 2.0 - 1.0
|
||||
return torch.zeros_like(coord)
|
||||
|
||||
def visitSumFunc(self, ctx):
|
||||
return self._reduction_op(self.visit(ctx.expr()), torch.sum, sum)
|
||||
|
||||
def visitMeanFunc(self, ctx):
|
||||
return self._reduction_op(
|
||||
self.visit(ctx.expr()), lambda x: torch.mean(x.float()), lambda x: sum(x) / len(x) if x else 0.0
|
||||
)
|
||||
|
||||
def visitStdFunc(self, ctx):
|
||||
def list_std(val):
|
||||
if len(val) < 2:
|
||||
return 0.0
|
||||
mean = sum(val) / len(val)
|
||||
variance = sum((x - mean) ** 2 for x in val) / (len(val) - 1)
|
||||
return math.sqrt(variance)
|
||||
|
||||
return self._reduction_op(self.visit(ctx.expr()), lambda x: torch.std(x.float()), list_std)
|
||||
|
||||
def visitVarFunc(self, ctx):
|
||||
def list_var(val):
|
||||
if len(val) < 2:
|
||||
return 0.0
|
||||
mean = sum(val) / len(val)
|
||||
return sum((x - mean) ** 2 for x in val) / (len(val) - 1)
|
||||
|
||||
return self._reduction_op(self.visit(ctx.expr()), lambda x: torch.var(x.float()), list_var)
|
||||
|
||||
def _quartile_helper(self, val, q):
|
||||
|
||||
if self._is_tensor(val):
|
||||
return torch.quantile(val.float(), q)
|
||||
if self._is_list(val):
|
||||
if not val:
|
||||
return 0.0
|
||||
sorted_data = sorted(val)
|
||||
n = len(val)
|
||||
pos = (n - 1) * q
|
||||
whole = int(pos)
|
||||
frac = pos - whole
|
||||
if whole + 1 < n:
|
||||
return sorted_data[whole] + (sorted_data[whole + 1] - sorted_data[whole]) * frac
|
||||
else:
|
||||
return sorted_data[whole]
|
||||
return val
|
||||
|
||||
def visitQuartileFunc(self, ctx):
|
||||
val = self.visit(ctx.expr(0))
|
||||
k = self.visit(ctx.expr(1))
|
||||
|
||||
if self._is_tensor(k):
|
||||
k_val = torch.tensor([self._quartile_helper(val,int(k.flatten()[x].item())/4.0) for x in range(0,k.flatten().shape[0])])
|
||||
return k_val.reshape(k.shape)
|
||||
if self._is_list(k):
|
||||
return [self._quartile_helper(val,int(k[x])/4.0) for x in range(0,k.size)]
|
||||
else:
|
||||
k_val = int(k)
|
||||
|
||||
q = 0.5
|
||||
if 0 <= k_val <= 4:
|
||||
q = k_val * 0.25
|
||||
else:
|
||||
if k_val < 0: q = 0.0
|
||||
if k_val > 4: q = 1.0
|
||||
|
||||
return self._quartile_helper(val, q)
|
||||
|
||||
def visitPercentileFunc(self, ctx):
|
||||
val = self.visit(ctx.expr(0))
|
||||
p_raw = self.visit(ctx.expr(1))
|
||||
|
||||
if self._is_tensor(p_raw):
|
||||
k_val = torch.tensor([self._quartile_helper(val,p_raw.flatten()[x].item()) for x in range(0,p_raw.flatten().shape[0])])
|
||||
return k_val.reshape(p_raw.shape)
|
||||
if self._is_list(p_raw):
|
||||
return [self._quartile_helper(val,p_raw[x]) for x in range(0,p_raw.size)]
|
||||
else:
|
||||
p = float(p_raw)
|
||||
|
||||
q = max(0.0, min(1.0, p))
|
||||
return self._quartile_helper(val, q)
|
||||
|
||||
def visitDotFunc(self, ctx):
|
||||
a = self._promote_to_tensor(self.visit(ctx.expr(0)))
|
||||
b = self._promote_to_tensor(self.visit(ctx.expr(1)))
|
||||
return torch.dot(a.flatten(), b.flatten())
|
||||
|
||||
def visitMapFunc(self, ctx):
|
||||
tensor = self._promote_to_tensor(self.visit(ctx.expr(0)))
|
||||
coords = [self._promote_to_tensor(self.visit(ctx.expr(i))) for i in range(1, len(ctx.expr()))]
|
||||
|
||||
Reference in New Issue
Block a user