Basic support for floats (f16, f32, f64, f128)

kmir/src/kmir/kdist/mir-semantics/rt/data.md

@@ -1421,7 +1421,41 @@ Boolean values can also be cast to Integers (encoding `true` as `1`).
       [preserves-definedness] // ensures #numTypeOf is defined
 ```
 
-Casts involving `Float` values are currently not implemented.
+Casts involving `Float` values: `IntToFloat`, `FloatToInt`, and `FloatToFloat`.
+
+```k
+  // IntToFloat: convert integer to float with the target float type's precision
+  rule <k> #cast(Integer(VAL, _WIDTH, _SIGNEDNESS), castKindIntToFloat, _, TY)
+          => Float(
+               Int2Float(VAL,
+                 #significandBits(#floatTypeOf(lookupTy(TY))),
+                 #exponentBits(#floatTypeOf(lookupTy(TY)))),
+               #bitWidth(#floatTypeOf(lookupTy(TY)))
+             )
+          ...
+        </k>
+      [preserves-definedness]
+
+  // FloatToInt: truncate float towards zero and convert to integer
+  rule <k> #cast(Float(VAL, _WIDTH), castKindFloatToInt, _, TY)
+          => #intAsType(Float2Int(VAL), 128, #intTypeOf(lookupTy(TY)))
+          ...
+        </k>
+      requires #isIntType(lookupTy(TY))
+      [preserves-definedness]
+
+  // FloatToFloat: round float to the target float type's precision
+  rule <k> #cast(Float(VAL, _WIDTH), castKindFloatToFloat, _, TY)
+          => Float(
+               roundFloat(VAL,
+                 #significandBits(#floatTypeOf(lookupTy(TY))),
+                 #exponentBits(#floatTypeOf(lookupTy(TY)))),
+               #bitWidth(#floatTypeOf(lookupTy(TY)))
+             )
+          ...
+        </k>
+      [preserves-definedness]
+```
 
 ### Casts between pointer types
 
@@ -2015,6 +2049,20 @@ are correct.
   rule onInt(binOpRem, X, Y)          => X %Int Y requires Y =/=Int 0 [preserves-definedness]
   // operation undefined otherwise
 
+  // performs the given operation on IEEE 754 floats
+  // Note: Rust's float % is truncating remainder: x - trunc(x/y) * y
+  // This differs from K's %Float which is IEEE 754 remainder (round to nearest).
+  syntax Float ::= onFloat( BinOp, Float, Float ) [function]
+  // -------------------------------------------------------
+  rule onFloat(binOpAdd, X, Y)          => X +Float Y [preserves-definedness]
+  rule onFloat(binOpAddUnchecked, X, Y) => X +Float Y [preserves-definedness]
+  rule onFloat(binOpSub, X, Y)          => X -Float Y [preserves-definedness]
+  rule onFloat(binOpSubUnchecked, X, Y) => X -Float Y [preserves-definedness]
+  rule onFloat(binOpMul, X, Y)          => X *Float Y [preserves-definedness]
+  rule onFloat(binOpMulUnchecked, X, Y) => X *Float Y [preserves-definedness]
+  rule onFloat(binOpDiv, X, Y)          => X /Float Y [preserves-definedness]
+  rule onFloat(binOpRem, X, Y)          => X -Float (Y *Float truncFloat(X /Float Y)) [preserves-definedness]
+
   // error cases for isArithmetic(BOP):
   // * arguments must be Numbers
 
@@ -2083,6 +2131,18 @@ are correct.
     // infinite precision result must equal truncated result
      andBool truncate(onInt(BOP, ARG1, ARG2), WIDTH, Unsigned) ==Int onInt(BOP, ARG1, ARG2)
     [preserves-definedness]
+
+  // Float arithmetic: Rust never emits CheckedBinaryOp for floats (only BinaryOp),
+  // so the checked flag is always false here. See rustc_const_eval/src/interpret/operator.rs:
+  // binary_float_op returns a plain value, not a (value, overflow) pair.
+  rule #applyBinOp(
+          BOP,
+          Float(ARG1, WIDTH),
+          Float(ARG2, WIDTH),
+          false)
+    => Float(onFloat(BOP, ARG1, ARG2), WIDTH)
+    requires isArithmetic(BOP)
+    [preserves-definedness]
 ```
 
 #### Comparison operations
@@ -2119,6 +2179,14 @@ The argument types must be the same for all comparison operations, however this
   rule cmpOpBool(binOpGe,  X, Y) => cmpOpBool(binOpLe, Y, X)
   rule cmpOpBool(binOpGt,  X, Y) => cmpOpBool(binOpLt, Y, X)
 
+  syntax Bool ::= cmpOpFloat ( BinOp, Float, Float ) [function]
+  rule cmpOpFloat(binOpEq,  X, Y) => X  ==Float Y
+  rule cmpOpFloat(binOpLt,  X, Y) => X   <Float Y
+  rule cmpOpFloat(binOpLe,  X, Y) => X  <=Float Y
+  rule cmpOpFloat(binOpNe,  X, Y) => X =/=Float Y
+  rule cmpOpFloat(binOpGe,  X, Y) => X  >=Float Y
+  rule cmpOpFloat(binOpGt,  X, Y) => X   >Float Y
+
   // error cases for isComparison and binOpCmp:
   // * arguments must be numbers or Bool
 
@@ -2146,9 +2214,19 @@ The argument types must be the same for all comparison operations, however this
         BoolVal(cmpOpBool(OP, VAL1, VAL2))
     requires isComparison(OP)
     [priority(60), preserves-definedness] // OP known to be a comparison
+
+  rule #applyBinOp(OP, Float(VAL1, WIDTH), Float(VAL2, WIDTH), _)
+      =>
+        BoolVal(cmpOpFloat(OP, VAL1, VAL2))
+    requires isComparison(OP)
+    [preserves-definedness] // OP known to be a comparison
 ```
 
-The `binOpCmp` operation returns `-1`, `0`, or `+1` (the behaviour of Rust's `std::cmp::Ordering as i8`), indicating `LE`, `EQ`, or `GT`.
+Types that are equivlance relations can implement [Eq](https://doc.rust-lang.org/std/cmp/trait.Eq.html),
+and then they may implement [Ord](https://doc.rust-lang.org/std/cmp/trait.Ord.html) for a total ordering.
+For types that implement `Ord` the `cmp` method must be implemented which can compare any two elements respective to their total ordering.
+Here we provide the `binOpCmp` for `Bool` and `Int` operation which returns `-1`, `0`, or `+1` (the behaviour of Rust's `std::cmp::Ordering as i8`),
+indicating `LE`, `EQ`, or `GT`.
 
 ```k
   syntax Int ::= cmpInt  ( Int , Int )  [function , total]
@@ -2183,7 +2261,11 @@ The semantics of the operation in this case is to wrap around (with the given bi
         ...
         </k>
 
-  // TODO add rule for Floats once they are supported.
+  rule <k> #applyUnOp(unOpNeg, Float(VAL, WIDTH))
+          =>
+            Float(--Float VAL, WIDTH)
+        ...
+        </k>
 ```
 
 The `unOpNot` operation works on boolean and integral values, with the usual semantics for booleans and a bitwise semantics for integral values (overflows cannot occur).

kmir/src/kmir/kdist/mir-semantics/rt/decoding.md

@@ -52,10 +52,13 @@ and arrays (where layout is trivial).
     requires #isIntType(TYPEINFO) andBool lengthBytes(BYTES) ==Int #elemSize(TYPEINFO)
      [preserves-definedness]
 
+  // Float: handled in separate module for numeric operations
+  rule #decodeValue(BYTES, TYPEINFO) => #decodeFloat(BYTES, #floatTypeOf(TYPEINFO))
+    requires #isFloatType(TYPEINFO) andBool lengthBytes(BYTES) ==Int #elemSize(TYPEINFO)
+    [preserves-definedness]
+
   // TODO Char type
   // rule #decodeConstant(constantKindAllocated(allocation(BYTES, _, _, _)), typeInfoPrimitiveType(primTypeChar)) => typedValue(Str(...), TY, mutabilityNot)
-
-  // TODO Float decoding: not supported natively in K
 ```
 
 

kmir/src/kmir/kdist/mir-semantics/rt/numbers.md

@@ -5,6 +5,7 @@ The code in this file implements functionality for `Integer` and `Float` values
 ```k
 requires "./value.md"
 requires "../ty.md"
+requires "rat.md"
 
 module RT-NUMBERS
   imports TYPES
@@ -13,6 +14,8 @@ module RT-NUMBERS
   imports BOOL
   imports BYTES
   imports INT
+  imports FLOAT
+  imports RAT
 ```
 
 ## Helpers and Constants for Integer Operations
@@ -38,6 +41,15 @@ module RT-NUMBERS
   rule #isIntType(typeInfoPrimitiveType(primTypeInt(_)))  => true
   rule #isIntType(typeInfoPrimitiveType(primTypeUint(_))) => true
   rule #isIntType(_)                                 => false [owise]
+
+  syntax Bool ::= #isFloatType ( TypeInfo ) [function, total]
+  // --------------------------------------------------------
+  rule #isFloatType(typeInfoPrimitiveType(primTypeFloat(_))) => true
+  rule #isFloatType(_)                                       => false [owise]
+
+  syntax FloatTy ::= #floatTypeOf ( TypeInfo ) [function]
+  // ----------------------------------------------------
+  rule #floatTypeOf(typeInfoPrimitiveType(primTypeFloat(FLOATTY))) => FLOATTY
 ```
 
 Constants used for overflow-checking and truncation are defined here as macros.
@@ -110,6 +122,197 @@ This truncation function is instrumental in the implementation of Integer arithm
     [preserves-definedness]
 ```
 
+## Helpers and Constants for Float Operations
+
+Rust supports four fixed-width IEEE 754 float types: `f16`, `f32`, `f64`, and `f128`.
+The helpers below extract format parameters for each type. First, an overview of the format.
+
+### IEEE 754 Binary Format
+
+An IEEE 754 binary floating-point word has three fields stored left-to-right:
+
+```
+  MSB                                             LSB
+  +---------+----------------+----------------------+
+  |  sign   |    exponent    |       fraction       |
+  | (1 bit) |   (EB bits)    |   (SB - 1 bits)      |
+  +---------+----------------+----------------------+
+  total bits = 1 + EB + (SB - 1)
+```
+
+The **significand** (also called **precision**) is the total number of significant bits
+in the represented value, including an implicit leading 1 that is not stored in the
+fraction field. For a normal number, the mathematical value is:
+
+    value  =  (-1)^sign  *  2^(exponent - bias)  *  1.fraction
+
+The "1." prefix is the implicit bit, so the significand has `SB` bits of precision
+even though only `SB - 1` fraction bits are stored. For example, f64 stores 52 fraction
+bits but has 53 bits of significand precision.
+
+K's built-in `FLOAT` module uses this convention: `Int2Float(x, precision, exponentBits)`
+takes `precision = SB` (total significand bits including the implicit 1) and `exponentBits = EB`.
+See [IEEE 754 on Wikipedia](https://en.wikipedia.org/wiki/IEEE_754) for full details.
+
+The exponent is stored as an unsigned integer in
+[excess-M encoding](https://en.wikipedia.org/wiki/Offset_binary) with `bias = 2^(EB-1) - 1`,
+so that the actual exponent is `stored - bias`. For f64, bias = 1023: a stored value of 1023
+means exponent 0, 1024 means +1, and 1 means -1022. Stored values 0 and `2^EB - 1` are
+reserved for zero/subnormals and infinity/NaN respectively.
+
+| Type | Total bits | Sign | Exponent (EB) | Fraction (SB-1) | Significand (SB) | Bias       |
+|------|------------|------|---------------|-----------------|------------------|------------|
+| f16  | 16         | 1    | 5             | 10              | 11               | 15         |
+| f32  | 32         | 1    | 8             | 23              | 24               | 127        |
+| f64  | 64         | 1    | 11            | 52              | 53               | 1023       |
+| f128 | 128        | 1    | 15            | 112             | 113              | 16383      |
+
+```k
+  syntax Int ::= #significandBits ( FloatTy ) [function, total]
+  // ----------------------------------------------------------
+  rule #significandBits(floatTyF16)  => 11
+  rule #significandBits(floatTyF32)  => 24
+  rule #significandBits(floatTyF64)  => 53
+  rule #significandBits(floatTyF128) => 113
+
+  syntax Int ::= #exponentBits ( FloatTy ) [function, total]
+  // -------------------------------------------------------
+  rule #exponentBits(floatTyF16)  => 5
+  rule #exponentBits(floatTyF32)  => 8
+  rule #exponentBits(floatTyF64)  => 11
+  rule #exponentBits(floatTyF128) => 15
+
+  syntax Int ::= #bias ( FloatTy ) [function, total]
+  // -----------------------------------------------
+  rule #bias(FLOATTY) => (1 <<Int (#exponentBits(FLOATTY) -Int 1)) -Int 1
+```
+
+### IEEE 754 Special Values
+
+When the exponent field is all 1s (`2^EB - 1`), the value is either infinity
+(fraction = 0) or NaN (fraction != 0). K's `FLOAT-SYNTAX` module in
+[domains.md](https://github.com/runtimeverification/k/blob/master/k-distribution/include/kframework/builtin/domains.md#ieee-754-floating-point-numbers)
+defines float literals with a `p<SB>x<EB>` suffix to specify precision and exponent
+bits. See IEEE 754 Binary Format above for values of SB and EB.
+
+For example, `Infinityp53x11` is f64 positive infinity, `NaNp24x8` is f32 NaN.
+
+```k
+  syntax Float ::= #posInfFloat ( FloatTy ) [function, total]
+  // --------------------------------------------------------
+  rule #posInfFloat(floatTyF16)  => Infinityp11x5
+  rule #posInfFloat(floatTyF32)  => Infinityp24x8
+  rule #posInfFloat(floatTyF64)  => Infinityp53x11
+  rule #posInfFloat(floatTyF128) => Infinityp113x15
+
+  syntax Float ::= #nanFloat ( FloatTy ) [function, total]
+  // -----------------------------------------------------
+  rule #nanFloat(floatTyF16)  => NaNp11x5
+  rule #nanFloat(floatTyF32)  => NaNp24x8
+  rule #nanFloat(floatTyF64)  => NaNp53x11
+  rule #nanFloat(floatTyF128) => NaNp113x15
+```
+
+## Decoding Float values from `Bytes` for `OperandConstant`
+
+The `#decodeFloat` function reconstructs a `Float` value from its IEEE 754 byte representation.
+The bytes are first converted to a raw integer, then the sign, biased exponent, and stored significand
+are extracted. The value is reconstructed using K's `Int2Float` and float arithmetic, with a
+high-precision intermediate to avoid overflow when reconstructing subnormals and small normal values.
+
+```k
+  syntax Value ::= #decodeFloat ( Bytes, FloatTy ) [function]
+  // --------------------------------------------------------
+  rule #decodeFloat(BYTES, FLOATTY) => #decodeFloatRaw(Bytes2Int(BYTES, LE, Unsigned), FLOATTY)
+    requires lengthBytes(BYTES) ==Int #bitWidth(FLOATTY) /Int 8
+    [preserves-definedness]
+
+  syntax Value ::= #decodeFloatRaw ( Int, FloatTy ) [function, total]
+  // ----------------------------------------------------------------
+  rule #decodeFloatRaw(RAW, FLOATTY)
+    => #decodeFloatParts(
+         RAW >>Int (#significandBits(FLOATTY) +Int #exponentBits(FLOATTY) -Int 1),
+         (RAW >>Int (#significandBits(FLOATTY) -Int 1)) &Int ((1 <<Int #exponentBits(FLOATTY)) -Int 1),
+         RAW &Int ((1 <<Int (#significandBits(FLOATTY) -Int 1)) -Int 1),
+         FLOATTY
+       )
+
+  syntax Value ::= #decodeFloatParts ( sign: Int, biasedExp: Int, storedSig: Int, FloatTy ) [function, total]
+  // --------------------------------------------------------------------------------------------------------
+
+  // Zero (positive or negative)
+  rule #decodeFloatParts(SIGN, 0, 0, FLOATTY)
+    => Float(#applyFloatSign(Int2Float(0, #significandBits(FLOATTY), #exponentBits(FLOATTY)), SIGN), #bitWidth(FLOATTY))
+
+  // Subnormal: no implicit leading 1, exponent is 1 - bias
+  rule #decodeFloatParts(SIGN, 0, SIG, FLOATTY)
+    => Float(
+         #applyFloatSign(
+           #reconstructFloat(SIG, 2 -Int #bias(FLOATTY) -Int #significandBits(FLOATTY), FLOATTY),
+           SIGN
+         ),
+         #bitWidth(FLOATTY)
+       )
+    requires SIG =/=Int 0
+
+  // Normal: implicit leading 1 in significand
+  rule #decodeFloatParts(SIGN, EXP, SIG, FLOATTY)
+    => Float(
+         #applyFloatSign(
+           #reconstructFloat(
+             SIG |Int (1 <<Int (#significandBits(FLOATTY) -Int 1)),
+             EXP -Int #bias(FLOATTY) -Int #significandBits(FLOATTY) +Int 1,
+             FLOATTY
+           ),
+           SIGN
+         ),
+         #bitWidth(FLOATTY)
+       )
+    requires EXP >Int 0 andBool EXP <Int ((1 <<Int #exponentBits(FLOATTY)) -Int 1)
+
+  // Infinity
+  rule #decodeFloatParts(SIGN, EXP, 0, FLOATTY)
+    => Float(#applyFloatSign(#posInfFloat(FLOATTY), SIGN), #bitWidth(FLOATTY))
+    requires EXP ==Int ((1 <<Int #exponentBits(FLOATTY)) -Int 1)
+
+  // NaN
+  rule #decodeFloatParts(_SIGN, EXP, SIG, FLOATTY)
+    => Float(#nanFloat(FLOATTY), #bitWidth(FLOATTY))
+    requires EXP ==Int ((1 <<Int #exponentBits(FLOATTY)) -Int 1) andBool SIG =/=Int 0
+
+  // Owise case should not be reachable, returning a string value that should get stuck in the semantics
+  rule #decodeFloatParts(_, _, _, _) => StringVal( "ERRORFailedToDecodeFloat" ) [owise]
+
+```
+
+Reconstruct a float from its integer significand and adjusted exponent.
+For positive exponents, shift the significand left and convert directly.
+For negative exponents, use `Rat2Float` to convert the exact rational
+`SIG / 2^|AEXP|` to the target float precision.
+
+```k
+  syntax Float ::= #reconstructFloat ( sig: Int, adjExp: Int, FloatTy ) [function]
+  // -------------------------------------------------------------------------------
+  rule #reconstructFloat(SIG, AEXP, FLOATTY)
+    => Int2Float(SIG <<Int AEXP, #significandBits(FLOATTY), #exponentBits(FLOATTY))
+    requires AEXP >=Int 0
+    [preserves-definedness]
+
+  rule #reconstructFloat(SIG, AEXP, FLOATTY)
+    => Rat2Float(SIG /Rat (1 <<Int (0 -Int AEXP)),
+         #significandBits(FLOATTY),
+         #exponentBits(FLOATTY))
+    requires AEXP <Int 0
+    [preserves-definedness]
+
+  // Apply the sign bit to a float value
+  syntax Float ::= #applyFloatSign ( Float, Int ) [function, total]
+  // ---------------------------------------------------------------
+  rule #applyFloatSign(F, 0) => F
+  rule #applyFloatSign(F, 1) => --Float F
+  rule #applyFloatSign(F, _) => F [owise]
+```
+
 ## Type Casts Between Different Numeric Types
 
 

kmir/src/tests/integration/data/exec-smir/structs-tuples/struct_field_update.state

@@ -28,7 +28,7 @@
       ListItem ( newLocal ( ty ( 1 ) , mutabilityMut ) )
       ListItem ( typedValue ( Aggregate ( variantIdx ( 0 ) , ListItem ( Integer ( 1 , 32 , true ) )
       ListItem ( BoolVal ( true ) )
-      ListItem ( thunk ( UnableToDecode ( b"33333sE@" , typeInfoPrimitiveType ( primTypeFloat ( floatTyF64 ) ) ) ) )
+      ListItem ( Float ( 0.42899999999999999e2 , 64 ) )
       ListItem ( Aggregate ( variantIdx ( 0 ) , ListItem ( Integer ( 1 , 32 , true ) )
       ListItem ( Integer ( 10 , 32 , true ) ) ) ) ) , ty ( 28 ) , mutabilityMut ) )
       ListItem ( typedValue ( Moved , ty ( 27 ) , mutabilityMut ) )