use std::cell::RefCell;
use std::collections::BTreeSet;
use std::fmt;
use std::hash;
use std::ops;
use std::rc::Rc;
use crate::cdsl::types::{LaneType, ValueType};
const MAX_LANES: u16 = 256;
const MAX_BITS: u16 = 128;
const MAX_FLOAT_BITS: u16 = 128;
#[derive(Debug)]
pub(crate) struct TypeVarContent {
pub name: String,
pub doc: String,
type_set: TypeSet,
pub base: Option<TypeVarParent>,
}
#[derive(Clone, Debug)]
pub(crate) struct TypeVar {
content: Rc<RefCell<TypeVarContent>>,
}
impl TypeVar {
pub fn new(name: impl Into<String>, doc: impl Into<String>, type_set: TypeSet) -> Self {
Self {
content: Rc::new(RefCell::new(TypeVarContent {
name: name.into(),
doc: doc.into(),
type_set,
base: None,
})),
}
}
pub fn new_singleton(value_type: ValueType) -> Self {
let (name, doc) = (value_type.to_string(), value_type.doc());
let mut builder = TypeSetBuilder::new();
let (scalar_type, num_lanes) = match value_type {
ValueType::Lane(lane_type) => (lane_type, 1),
ValueType::Vector(vec_type) => {
(vec_type.lane_type(), vec_type.lane_count() as RangeBound)
}
ValueType::DynamicVector(vec_type) => (
vec_type.lane_type(),
vec_type.minimum_lane_count() as RangeBound,
),
};
builder = builder.simd_lanes(num_lanes..num_lanes);
if num_lanes > 1 {
builder = builder.dynamic_simd_lanes(num_lanes..num_lanes);
}
let builder = match scalar_type {
LaneType::Int(int_type) => {
let bits = int_type as RangeBound;
builder.ints(bits..bits)
}
LaneType::Float(float_type) => {
let bits = float_type as RangeBound;
builder.floats(bits..bits)
}
};
TypeVar::new(name, doc, builder.build())
}
pub fn copy_from(other: &TypeVar, name: String) -> TypeVar {
assert!(
other.base.is_none(),
"copy_from() can only be called on non-derived type variables"
);
TypeVar {
content: Rc::new(RefCell::new(TypeVarContent {
name,
doc: "".into(),
type_set: other.type_set.clone(),
base: None,
})),
}
}
pub fn get_typeset(&self) -> TypeSet {
match &self.base {
Some(base) => base.type_var.get_typeset().image(base.derived_func),
None => self.type_set.clone(),
}
}
pub fn get_raw_typeset(&self) -> &TypeSet {
assert_eq!(self.type_set, self.get_typeset());
&self.type_set
}
pub fn singleton_type(&self) -> Option<ValueType> {
let type_set = self.get_typeset();
if type_set.size() == 1 {
Some(type_set.get_singleton())
} else {
None
}
}
pub fn free_typevar(&self) -> Option<TypeVar> {
match &self.base {
Some(base) => base.type_var.free_typevar(),
None => {
match self.singleton_type() {
Some(_) => None,
None => Some(self.clone()),
}
}
}
}
pub fn derived(&self, derived_func: DerivedFunc) -> TypeVar {
let ts = self.get_typeset();
match derived_func {
DerivedFunc::HalfWidth => {
assert!(
ts.ints.is_empty() || *ts.ints.iter().min().unwrap() > 8,
"can't halve all integer types"
);
assert!(
ts.floats.is_empty() || *ts.floats.iter().min().unwrap() > 16,
"can't halve all float types"
);
}
DerivedFunc::DoubleWidth => {
assert!(
ts.ints.is_empty() || *ts.ints.iter().max().unwrap() < MAX_BITS,
"can't double all integer types"
);
assert!(
ts.floats.is_empty() || *ts.floats.iter().max().unwrap() < MAX_FLOAT_BITS,
"can't double all float types"
);
}
DerivedFunc::SplitLanes => {
assert!(
ts.ints.is_empty() || *ts.ints.iter().min().unwrap() > 8,
"can't halve all integer types"
);
assert!(
ts.floats.is_empty() || *ts.floats.iter().min().unwrap() > 16,
"can't halve all float types"
);
assert!(
*ts.lanes.iter().max().unwrap() < MAX_LANES,
"can't double 256 lanes"
);
}
DerivedFunc::MergeLanes => {
assert!(
ts.ints.is_empty() || *ts.ints.iter().max().unwrap() < MAX_BITS,
"can't double all integer types"
);
assert!(
ts.floats.is_empty() || *ts.floats.iter().max().unwrap() < MAX_FLOAT_BITS,
"can't double all float types"
);
assert!(
*ts.lanes.iter().min().unwrap() > 1,
"can't halve a scalar type"
);
}
DerivedFunc::Narrower => {
assert_eq!(
*ts.lanes.iter().max().unwrap(),
1,
"The `narrower` constraint does not apply to vectors"
);
assert!(
(!ts.ints.is_empty() || !ts.floats.is_empty()) && ts.dynamic_lanes.is_empty(),
"The `narrower` constraint only applies to scalar ints or floats"
);
}
DerivedFunc::Wider => {
assert_eq!(
*ts.lanes.iter().max().unwrap(),
1,
"The `wider` constraint does not apply to vectors"
);
assert!(
(!ts.ints.is_empty() || !ts.floats.is_empty()) && ts.dynamic_lanes.is_empty(),
"The `wider` constraint only applies to scalar ints or floats"
);
}
DerivedFunc::LaneOf | DerivedFunc::AsTruthy | DerivedFunc::DynamicToVector => {
}
}
TypeVar {
content: Rc::new(RefCell::new(TypeVarContent {
name: format!("{}({})", derived_func.name(), self.name),
doc: "".into(),
type_set: ts,
base: Some(TypeVarParent {
type_var: self.clone(),
derived_func,
}),
})),
}
}
pub fn lane_of(&self) -> TypeVar {
self.derived(DerivedFunc::LaneOf)
}
pub fn as_truthy(&self) -> TypeVar {
self.derived(DerivedFunc::AsTruthy)
}
pub fn half_width(&self) -> TypeVar {
self.derived(DerivedFunc::HalfWidth)
}
pub fn double_width(&self) -> TypeVar {
self.derived(DerivedFunc::DoubleWidth)
}
pub fn split_lanes(&self) -> TypeVar {
self.derived(DerivedFunc::SplitLanes)
}
pub fn merge_lanes(&self) -> TypeVar {
self.derived(DerivedFunc::MergeLanes)
}
pub fn dynamic_to_vector(&self) -> TypeVar {
self.derived(DerivedFunc::DynamicToVector)
}
pub fn narrower(&self) -> TypeVar {
self.derived(DerivedFunc::Narrower)
}
pub fn wider(&self) -> TypeVar {
self.derived(DerivedFunc::Wider)
}
}
impl From<&TypeVar> for TypeVar {
fn from(type_var: &TypeVar) -> Self {
type_var.clone()
}
}
impl From<ValueType> for TypeVar {
fn from(value_type: ValueType) -> Self {
TypeVar::new_singleton(value_type)
}
}
impl hash::Hash for TypeVar {
fn hash<H: hash::Hasher>(&self, h: &mut H) {
match &self.base {
Some(base) => {
base.type_var.hash(h);
base.derived_func.hash(h);
}
None => {
(&**self as *const TypeVarContent).hash(h);
}
}
}
}
impl PartialEq for TypeVar {
fn eq(&self, other: &TypeVar) -> bool {
match (&self.base, &other.base) {
(Some(base1), Some(base2)) => {
base1.type_var.eq(&base2.type_var) && base1.derived_func == base2.derived_func
}
(None, None) => Rc::ptr_eq(&self.content, &other.content),
_ => false,
}
}
}
impl Eq for TypeVar {}
impl ops::Deref for TypeVar {
type Target = TypeVarContent;
fn deref(&self) -> &Self::Target {
unsafe { self.content.as_ptr().as_ref().unwrap() }
}
}
#[derive(Clone, Copy, Debug, Hash, PartialEq)]
pub(crate) enum DerivedFunc {
LaneOf,
AsTruthy,
HalfWidth,
DoubleWidth,
SplitLanes,
MergeLanes,
DynamicToVector,
Narrower,
Wider,
}
impl DerivedFunc {
pub fn name(self) -> &'static str {
match self {
DerivedFunc::LaneOf => "lane_of",
DerivedFunc::AsTruthy => "as_truthy",
DerivedFunc::HalfWidth => "half_width",
DerivedFunc::DoubleWidth => "double_width",
DerivedFunc::SplitLanes => "split_lanes",
DerivedFunc::MergeLanes => "merge_lanes",
DerivedFunc::DynamicToVector => "dynamic_to_vector",
DerivedFunc::Narrower => "narrower",
DerivedFunc::Wider => "wider",
}
}
}
#[derive(Debug, Hash)]
pub(crate) struct TypeVarParent {
pub type_var: TypeVar,
pub derived_func: DerivedFunc,
}
type RangeBound = u16;
type Range = ops::Range<RangeBound>;
type NumSet = BTreeSet<RangeBound>;
macro_rules! num_set {
($($expr:expr),*) => {
NumSet::from_iter(vec![$($expr),*])
};
}
#[derive(Clone, PartialEq, Eq, Hash)]
pub(crate) struct TypeSet {
pub lanes: NumSet,
pub dynamic_lanes: NumSet,
pub ints: NumSet,
pub floats: NumSet,
}
impl TypeSet {
fn new(lanes: NumSet, dynamic_lanes: NumSet, ints: NumSet, floats: NumSet) -> Self {
Self {
lanes,
dynamic_lanes,
ints,
floats,
}
}
pub fn size(&self) -> usize {
self.lanes.len() * (self.ints.len() + self.floats.len())
+ self.dynamic_lanes.len() * (self.ints.len() + self.floats.len())
}
fn image(&self, derived_func: DerivedFunc) -> TypeSet {
match derived_func {
DerivedFunc::LaneOf => self.lane_of(),
DerivedFunc::AsTruthy => self.as_truthy(),
DerivedFunc::HalfWidth => self.half_width(),
DerivedFunc::DoubleWidth => self.double_width(),
DerivedFunc::SplitLanes => self.half_width().double_vector(),
DerivedFunc::MergeLanes => self.double_width().half_vector(),
DerivedFunc::DynamicToVector => self.dynamic_to_vector(),
DerivedFunc::Narrower => self.clone(),
DerivedFunc::Wider => self.clone(),
}
}
fn lane_of(&self) -> TypeSet {
let mut copy = self.clone();
copy.lanes = num_set![1];
copy
}
fn as_truthy(&self) -> TypeSet {
let mut copy = self.clone();
if self.lanes.len() == 1 && self.lanes.contains(&1) {
copy.ints = NumSet::from([8]);
} else {
copy.ints.extend(&self.floats)
}
copy.floats = NumSet::new();
copy
}
fn half_width(&self) -> TypeSet {
let mut copy = self.clone();
copy.ints = NumSet::from_iter(self.ints.iter().filter(|&&x| x > 8).map(|&x| x / 2));
copy.floats = NumSet::from_iter(self.floats.iter().filter(|&&x| x > 16).map(|&x| x / 2));
copy
}
fn double_width(&self) -> TypeSet {
let mut copy = self.clone();
copy.ints = NumSet::from_iter(self.ints.iter().filter(|&&x| x < MAX_BITS).map(|&x| x * 2));
copy.floats = NumSet::from_iter(
self.floats
.iter()
.filter(|&&x| x < MAX_FLOAT_BITS)
.map(|&x| x * 2),
);
copy
}
fn half_vector(&self) -> TypeSet {
let mut copy = self.clone();
copy.lanes = NumSet::from_iter(self.lanes.iter().filter(|&&x| x > 1).map(|&x| x / 2));
copy
}
fn double_vector(&self) -> TypeSet {
let mut copy = self.clone();
copy.lanes = NumSet::from_iter(
self.lanes
.iter()
.filter(|&&x| x < MAX_LANES)
.map(|&x| x * 2),
);
copy
}
fn dynamic_to_vector(&self) -> TypeSet {
let mut copy = self.clone();
copy.lanes = NumSet::from_iter(
self.dynamic_lanes
.iter()
.filter(|&&x| x < MAX_LANES)
.copied(),
);
copy.dynamic_lanes = NumSet::new();
copy
}
fn concrete_types(&self) -> Vec<ValueType> {
let mut ret = Vec::new();
for &num_lanes in &self.lanes {
for &bits in &self.ints {
ret.push(LaneType::int_from_bits(bits).by(num_lanes));
}
for &bits in &self.floats {
ret.push(LaneType::float_from_bits(bits).by(num_lanes));
}
}
for &num_lanes in &self.dynamic_lanes {
for &bits in &self.ints {
ret.push(LaneType::int_from_bits(bits).to_dynamic(num_lanes));
}
for &bits in &self.floats {
ret.push(LaneType::float_from_bits(bits).to_dynamic(num_lanes));
}
}
ret
}
fn get_singleton(&self) -> ValueType {
let mut types = self.concrete_types();
assert_eq!(types.len(), 1);
types.remove(0)
}
}
impl fmt::Debug for TypeSet {
fn fmt(&self, fmt: &mut fmt::Formatter) -> Result<(), fmt::Error> {
write!(fmt, "TypeSet(")?;
let mut subsets = Vec::new();
if !self.lanes.is_empty() {
subsets.push(format!(
"lanes={{{}}}",
Vec::from_iter(self.lanes.iter().map(|x| x.to_string())).join(", ")
));
}
if !self.dynamic_lanes.is_empty() {
subsets.push(format!(
"dynamic_lanes={{{}}}",
Vec::from_iter(self.dynamic_lanes.iter().map(|x| x.to_string())).join(", ")
));
}
if !self.ints.is_empty() {
subsets.push(format!(
"ints={{{}}}",
Vec::from_iter(self.ints.iter().map(|x| x.to_string())).join(", ")
));
}
if !self.floats.is_empty() {
subsets.push(format!(
"floats={{{}}}",
Vec::from_iter(self.floats.iter().map(|x| x.to_string())).join(", ")
));
}
write!(fmt, "{})", subsets.join(", "))?;
Ok(())
}
}
pub(crate) struct TypeSetBuilder {
ints: Interval,
floats: Interval,
includes_scalars: bool,
simd_lanes: Interval,
dynamic_simd_lanes: Interval,
}
impl TypeSetBuilder {
pub fn new() -> Self {
Self {
ints: Interval::None,
floats: Interval::None,
includes_scalars: true,
simd_lanes: Interval::None,
dynamic_simd_lanes: Interval::None,
}
}
pub fn ints(mut self, interval: impl Into<Interval>) -> Self {
assert!(self.ints == Interval::None);
self.ints = interval.into();
self
}
pub fn floats(mut self, interval: impl Into<Interval>) -> Self {
assert!(self.floats == Interval::None);
self.floats = interval.into();
self
}
pub fn includes_scalars(mut self, includes_scalars: bool) -> Self {
self.includes_scalars = includes_scalars;
self
}
pub fn simd_lanes(mut self, interval: impl Into<Interval>) -> Self {
assert!(self.simd_lanes == Interval::None);
self.simd_lanes = interval.into();
self
}
pub fn dynamic_simd_lanes(mut self, interval: impl Into<Interval>) -> Self {
assert!(self.dynamic_simd_lanes == Interval::None);
self.dynamic_simd_lanes = interval.into();
self
}
pub fn build(self) -> TypeSet {
let min_lanes = if self.includes_scalars { 1 } else { 2 };
TypeSet::new(
range_to_set(self.simd_lanes.to_range(min_lanes..MAX_LANES, Some(1))),
range_to_set(self.dynamic_simd_lanes.to_range(2..MAX_LANES, None)),
range_to_set(self.ints.to_range(8..MAX_BITS, None)),
range_to_set(self.floats.to_range(16..MAX_FLOAT_BITS, None)),
)
}
}
#[derive(PartialEq)]
pub(crate) enum Interval {
None,
All,
Range(Range),
}
impl Interval {
fn to_range(&self, full_range: Range, default: Option<RangeBound>) -> Option<Range> {
match self {
Interval::None => default.map(|default_val| default_val..default_val),
Interval::All => Some(full_range),
Interval::Range(range) => {
let (low, high) = (range.start, range.end);
assert!(low.is_power_of_two());
assert!(high.is_power_of_two());
assert!(low <= high);
assert!(low >= full_range.start);
assert!(high <= full_range.end);
Some(low..high)
}
}
}
}
impl From<Range> for Interval {
fn from(range: Range) -> Self {
Interval::Range(range)
}
}
fn range_to_set(range: Option<Range>) -> NumSet {
let mut set = NumSet::new();
let (low, high) = match range {
Some(range) => (range.start, range.end),
None => return set,
};
assert!(low.is_power_of_two());
assert!(high.is_power_of_two());
assert!(low <= high);
for i in low.trailing_zeros()..=high.trailing_zeros() {
assert!(1 << i <= RangeBound::max_value());
set.insert(1 << i);
}
set
}
#[test]
fn test_typevar_builder() {
let type_set = TypeSetBuilder::new().ints(Interval::All).build();
assert_eq!(type_set.lanes, num_set![1]);
assert!(type_set.floats.is_empty());
assert_eq!(type_set.ints, num_set![8, 16, 32, 64, 128]);
let type_set = TypeSetBuilder::new().floats(Interval::All).build();
assert_eq!(type_set.lanes, num_set![1]);
assert_eq!(type_set.floats, num_set![16, 32, 64, 128]);
assert!(type_set.ints.is_empty());
let type_set = TypeSetBuilder::new()
.floats(Interval::All)
.simd_lanes(Interval::All)
.includes_scalars(false)
.build();
assert_eq!(type_set.lanes, num_set![2, 4, 8, 16, 32, 64, 128, 256]);
assert_eq!(type_set.floats, num_set![16, 32, 64, 128]);
assert!(type_set.ints.is_empty());
let type_set = TypeSetBuilder::new()
.floats(Interval::All)
.simd_lanes(Interval::All)
.includes_scalars(true)
.build();
assert_eq!(type_set.lanes, num_set![1, 2, 4, 8, 16, 32, 64, 128, 256]);
assert_eq!(type_set.floats, num_set![16, 32, 64, 128]);
assert!(type_set.ints.is_empty());
let type_set = TypeSetBuilder::new()
.floats(Interval::All)
.simd_lanes(Interval::All)
.includes_scalars(false)
.build();
assert_eq!(type_set.lanes, num_set![2, 4, 8, 16, 32, 64, 128, 256]);
assert_eq!(type_set.floats, num_set![16, 32, 64, 128]);
assert!(type_set.dynamic_lanes.is_empty());
assert!(type_set.ints.is_empty());
let type_set = TypeSetBuilder::new()
.ints(Interval::All)
.floats(Interval::All)
.dynamic_simd_lanes(Interval::All)
.includes_scalars(false)
.build();
assert_eq!(
type_set.dynamic_lanes,
num_set![2, 4, 8, 16, 32, 64, 128, 256]
);
assert_eq!(type_set.ints, num_set![8, 16, 32, 64, 128]);
assert_eq!(type_set.floats, num_set![16, 32, 64, 128]);
assert_eq!(type_set.lanes, num_set![1]);
let type_set = TypeSetBuilder::new()
.floats(Interval::All)
.dynamic_simd_lanes(Interval::All)
.includes_scalars(false)
.build();
assert_eq!(
type_set.dynamic_lanes,
num_set![2, 4, 8, 16, 32, 64, 128, 256]
);
assert_eq!(type_set.floats, num_set![16, 32, 64, 128]);
assert_eq!(type_set.lanes, num_set![1]);
assert!(type_set.ints.is_empty());
let type_set = TypeSetBuilder::new().ints(16..64).build();
assert_eq!(type_set.lanes, num_set![1]);
assert_eq!(type_set.ints, num_set![16, 32, 64]);
assert!(type_set.floats.is_empty());
}
#[test]
fn test_dynamic_to_vector() {
assert_eq!(
TypeSetBuilder::new()
.dynamic_simd_lanes(Interval::All)
.ints(Interval::All)
.build()
.dynamic_to_vector(),
TypeSetBuilder::new()
.simd_lanes(2..128)
.ints(Interval::All)
.build()
);
assert_eq!(
TypeSetBuilder::new()
.dynamic_simd_lanes(Interval::All)
.floats(Interval::All)
.build()
.dynamic_to_vector(),
TypeSetBuilder::new()
.simd_lanes(2..128)
.floats(Interval::All)
.build()
);
}
#[test]
#[should_panic]
fn test_typevar_builder_too_high_bound_panic() {
TypeSetBuilder::new().ints(16..2 * MAX_BITS).build();
}
#[test]
#[should_panic]
fn test_typevar_builder_inverted_bounds_panic() {
TypeSetBuilder::new().ints(32..16).build();
}
#[test]
fn test_as_truthy() {
let a = TypeSetBuilder::new()
.simd_lanes(2..8)
.ints(8..8)
.floats(32..32)
.build();
assert_eq!(
a.lane_of(),
TypeSetBuilder::new().ints(8..8).floats(32..32).build()
);
let mut a_as_truthy = TypeSetBuilder::new().simd_lanes(2..8).build();
a_as_truthy.ints = num_set![8, 32];
assert_eq!(a.as_truthy(), a_as_truthy);
let a = TypeSetBuilder::new().ints(8..32).floats(32..64).build();
let a_as_truthy = TypeSetBuilder::new().ints(8..8).build();
assert_eq!(a.as_truthy(), a_as_truthy);
}
#[test]
fn test_forward_images() {
let empty_set = TypeSetBuilder::new().build();
assert_eq!(
TypeSetBuilder::new()
.simd_lanes(1..32)
.build()
.half_vector(),
TypeSetBuilder::new().simd_lanes(1..16).build()
);
assert_eq!(
TypeSetBuilder::new()
.simd_lanes(1..32)
.build()
.double_vector(),
TypeSetBuilder::new().simd_lanes(2..64).build()
);
assert_eq!(
TypeSetBuilder::new()
.simd_lanes(128..256)
.build()
.double_vector(),
TypeSetBuilder::new().simd_lanes(256..256).build()
);
assert_eq!(
TypeSetBuilder::new().ints(8..32).build().half_width(),
TypeSetBuilder::new().ints(8..16).build()
);
assert_eq!(
TypeSetBuilder::new().floats(16..16).build().half_width(),
empty_set
);
assert_eq!(
TypeSetBuilder::new().floats(32..128).build().half_width(),
TypeSetBuilder::new().floats(16..64).build()
);
assert_eq!(
TypeSetBuilder::new().ints(8..32).build().double_width(),
TypeSetBuilder::new().ints(16..64).build()
);
assert_eq!(
TypeSetBuilder::new().ints(32..64).build().double_width(),
TypeSetBuilder::new().ints(64..128).build()
);
assert_eq!(
TypeSetBuilder::new().floats(32..32).build().double_width(),
TypeSetBuilder::new().floats(64..64).build()
);
assert_eq!(
TypeSetBuilder::new().floats(16..64).build().double_width(),
TypeSetBuilder::new().floats(32..128).build()
);
}
#[test]
#[should_panic]
fn test_typeset_singleton_panic_nonsingleton_types() {
TypeSetBuilder::new()
.ints(8..8)
.floats(32..32)
.build()
.get_singleton();
}
#[test]
#[should_panic]
fn test_typeset_singleton_panic_nonsingleton_lanes() {
TypeSetBuilder::new()
.simd_lanes(1..2)
.floats(32..32)
.build()
.get_singleton();
}
#[test]
fn test_typeset_singleton() {
use crate::shared::types as shared_types;
assert_eq!(
TypeSetBuilder::new().ints(16..16).build().get_singleton(),
ValueType::Lane(shared_types::Int::I16.into())
);
assert_eq!(
TypeSetBuilder::new().floats(64..64).build().get_singleton(),
ValueType::Lane(shared_types::Float::F64.into())
);
assert_eq!(
TypeSetBuilder::new()
.simd_lanes(4..4)
.ints(32..32)
.build()
.get_singleton(),
LaneType::from(shared_types::Int::I32).by(4)
);
}
#[test]
fn test_typevar_functions() {
let x = TypeVar::new(
"x",
"i16 and up",
TypeSetBuilder::new().ints(16..64).build(),
);
assert_eq!(x.half_width().name, "half_width(x)");
assert_eq!(
x.half_width().double_width().name,
"double_width(half_width(x))"
);
let x = TypeVar::new("x", "up to i32", TypeSetBuilder::new().ints(8..32).build());
assert_eq!(x.double_width().name, "double_width(x)");
}
#[test]
fn test_typevar_singleton() {
use crate::cdsl::types::VectorType;
use crate::shared::types as shared_types;
let typevar = TypeVar::new_singleton(ValueType::Lane(LaneType::Int(shared_types::Int::I32)));
assert_eq!(typevar.name, "i32");
assert_eq!(typevar.type_set.ints, num_set![32]);
assert!(typevar.type_set.floats.is_empty());
assert_eq!(typevar.type_set.lanes, num_set![1]);
let typevar = TypeVar::new_singleton(ValueType::Vector(VectorType::new(
LaneType::Float(shared_types::Float::F32),
4,
)));
assert_eq!(typevar.name, "f32x4");
assert!(typevar.type_set.ints.is_empty());
assert_eq!(typevar.type_set.floats, num_set![32]);
assert_eq!(typevar.type_set.lanes, num_set![4]);
}