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|
package main
import (
"fmt"
"io"
"text/template"
)
const anyToF64sRaw = `func anyToFloat64s(x interface{}) (retVal []float64) {
switch xt := x.(type) {
{{range .Kinds -}}
{{if isNumber . -}}
case []{{asType .}}:
{{if eq .String "float64" -}}
{{else if eq .String "float32" -}}
retVal = make([]float64, len(xt))
for i, v := range xt {
switch {
case math32.IsNaN(v):
retVal[i] = math.NaN()
case math32.IsInf(v, 1):
retVal[i] = math.Inf(1)
case math32.IsInf(v, -1):
retVal[i] = math.Inf(-1)
default:
retVal[i] = float64(v)
}
}
{{else if eq .String "complex64" -}}
retVal = make([]float64, len(xt))
for i, v := range xt {
switch {
case cmplx.IsNaN(complex128(v)):
retVal[i] = math.NaN()
case cmplx.IsInf(complex128(v)):
retVal[i] = math.Inf(1)
default:
retVal[i] = float64(real(v))
}
}
{{else if eq .String "complex128" -}}
retVal = make([]float64, len(xt))
for i, v := range xt {
switch {
case cmplx.IsNaN(v):
retVal[i] = math.NaN()
case cmplx.IsInf(v):
retVal[i] = math.Inf(1)
default:
retVal[i] = real(v)
}
}
{{else -}}
retVal = make([]float64, len(xt))
for i, v := range xt {
retVal[i]= float64(v)
}
{{end -}}
return {{if eq .String "float64"}}xt{{end}}
{{end -}}
{{end -}}
}
panic("Unreachable")
}
`
const qcGenraw = `func randomQC(a Tensor, r *rand.Rand) {
switch a.Dtype() {
{{range .Kinds -}}
{{if isParameterized . -}}
{{else -}}
case {{reflectKind . -}}:
s := a.Data().([]{{asType .}})
for i := range s {
{{if hasPrefix .String "uint" -}}
s[i] = {{asType .}}(r.Uint32())
{{else if hasPrefix .String "int" -}}
s[i] = {{asType .}}(r.Int())
{{else if eq .String "float64" -}}
s[i] = r.Float64()
{{else if eq .String "float32" -}}
s[i] = r.Float32()
{{else if eq .String "complex64" -}}
s[i] = complex(r.Float32(), r.Float32())
{{else if eq .String "complex128" -}}
s[i] = complex(r.Float64(), r.Float64())
{{else if eq .String "bool" -}}
s[i] = randomBool()
{{else if eq .String "string" -}}
s[i] = randomString()
{{else if eq .String "unsafe.Pointer" -}}
s[i] = nil
{{end -}}
}
{{end -}}
{{end -}}
}
}
`
const testQCRaw = `type QCDense{{short .}} struct {
*Dense
}
func (*QCDense{{short .}}) Generate(r *rand.Rand, size int) reflect.Value {
s := make([]{{asType .}}, size)
for i := range s {
{{if hasPrefix .String "uint" -}}
s[i] = {{asType .}}(r.Uint32())
{{else if hasPrefix .String "int" -}}
s[i] = {{asType .}}(r.Int())
{{else if eq .String "float64" -}}
s[i] = r.Float64()
{{else if eq .String "float32" -}}
s[i] = r.Float32()
{{else if eq .String "complex64" -}}
s[i] = complex(r.Float32(), r.Float32())
{{else if eq .String "complex128" -}}
s[i] = complex(r.Float64(), r.Float64())
{{else if eq .String "bool" -}}
s[i] = randomBool()
{{else if eq .String "string" -}}
s[i] = randomString()
{{else if eq .String "unsafe.Pointer" -}}
s[i] = nil
{{end -}}
}
d := recycledDense({{asType . | title | strip}}, Shape{size}, WithBacking(s))
q := new(QCDense{{short .}})
q.Dense = d
return reflect.ValueOf(q)
}
`
const identityFnsRaw = `func identity{{short .}}(a {{asType .}}) {{asType .}}{return a}
`
const mutateFnsRaw = `func mutate{{short .}}(a {{asType . }}){{asType .}} { {{if isNumber . -}}return 1}
{{else if eq .String "bool" -}}return true }
{{else if eq .String "string" -}}return "Hello World"}
{{else if eq .String "uintptr" -}}return 0xdeadbeef}
{{else if eq .String "unsafe.Pointer" -}}return unsafe.Pointer(uintptr(0xdeadbeef))}
{{end -}}
`
const identityValsRaw = `func identityVal(x int, dt Dtype) interface{} {
switch dt {
{{range .Kinds -}}
case {{reflectKind .}}:
return {{asType .}}(x)
{{end -}}
case Complex64:
var c complex64
if x == 0 {
return c
}
c = 1
return c
case Complex128:
var c complex128
if x == 0 {
return c
}
c = 1
return c
case Bool:
if x == 0 {
return false
}
return true
case String:
if x == 0 {
return ""
}
return fmt.Sprintf("%v", x)
default:
return x
}
}`
const threewayEqualityRaw = `func threewayEq(a, b, c interface{}) bool {
switch at := a.(type){
{{range .Kinds -}}
case []{{asType .}}:
bt := b.([]{{asType .}})
ct := c.([]{{asType .}})
for i, va := range at {
if va == 1 && bt[i] == 1 {
if ct[i] != 1 {
return false
}
}
}
return true
{{end -}}
{{range .Kinds -}}
case {{asType .}}:
bt := b.({{asType .}})
ct := c.({{asType .}})
if (at == 1 && bt == 1) && ct != 1 {
return false
}
return true
{{end -}}
}
return false
}
`
var (
anyToF64s *template.Template
qcGen *template.Template
testQC *template.Template
identityFns *template.Template
mutateFns *template.Template
identityVals *template.Template
threewayEquality *template.Template
)
func init() {
qcGen = template.Must(template.New("QCGen").Funcs(funcs).Parse(qcGenraw))
testQC = template.Must(template.New("testQCs").Funcs(funcs).Parse(testQCRaw))
anyToF64s = template.Must(template.New("anyToF64s").Funcs(funcs).Parse(anyToF64sRaw))
identityFns = template.Must(template.New("identityFn").Funcs(funcs).Parse(identityFnsRaw))
mutateFns = template.Must(template.New("mutateFns").Funcs(funcs).Parse(mutateFnsRaw))
identityVals = template.Must(template.New("identityVal").Funcs(funcs).Parse(identityValsRaw))
threewayEquality = template.Must(template.New("threeway").Funcs(funcs).Parse(threewayEqualityRaw))
}
func generateTestUtils(f io.Writer, ak Kinds) {
anyToF64s.Execute(f, ak)
fmt.Fprintf(f, "\n")
ak2 := Kinds{Kinds: filter(ak.Kinds, isNonComplexNumber)}
identityVals.Execute(f, ak2)
fmt.Fprintf(f, "\n")
ak3 := Kinds{Kinds: filter(ak.Kinds, isNumber)}
threewayEquality.Execute(f, ak3)
fmt.Fprintf(f, "\n")
for _, k := range ak.Kinds {
if !isParameterized(k) {
identityFns.Execute(f, k)
}
}
for _, k := range ak.Kinds {
if !isParameterized(k) {
mutateFns.Execute(f, k)
}
}
fmt.Fprintf(f, "\n")
// for _, k := range ak.Kinds {
// if !isParameterized(k) {
// testQC.Execute(f, k)
// fmt.Fprint(f, "\n")
// }
// }
}
|
