/
agg3_body.go
350 lines (291 loc) · 9.53 KB
/
agg3_body.go
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package main
import "text/template"
// 3rd level function aggregation templates
const denseArithBodyRaw = `{{$elne := eq .Name "Ne"}}
{{$eleq := eq .Name "Eq"}}
{{$eleqne := or $eleq $elne}}
var ret Tensor
if t.oe != nil {
if ret, err = t.oe.{{if $eleqne}}El{{end}}{{.Name}}(t, other, opts...); err != nil {
return nil, errors.Wrapf(err, "Unable to do {{.Name}}()")
}
if retVal, err = assertDense(ret); err != nil {
return nil, errors.Wrapf(err, opFail, "{{.Name}}")
}
return
}
if {{interfaceName .Name | lower}}, ok := t.e.({{interfaceName .Name}}); ok {
if ret, err = {{interfaceName .Name | lower}}.{{if $eleqne}}El{{end}}{{.Name}}(t, other, opts...); err != nil {
return nil, errors.Wrapf(err, "Unable to do {{.Name}}()")
}
if retVal, err = assertDense(ret); err != nil {
return nil, errors.Wrapf(err, opFail, "{{.Name}}")
}
return
}
return nil, errors.Errorf("Engine does not support {{.Name}}()")
`
const denseArithScalarBodyRaw = `var ret Tensor
if t.oe != nil {
if ret, err = t.oe.{{.Name}}Scalar(t, other, leftTensor, opts...); err != nil{
return nil, errors.Wrapf(err, "Unable to do {{.Name}}Scalar()")
}
if retVal, err = assertDense(ret); err != nil {
return nil, errors.Wrapf(err, opFail, "{{.Name}}Scalar")
}
return
}
if {{interfaceName .Name | lower}}, ok := t.e.({{interfaceName .Name}}); ok {
if ret, err = {{interfaceName .Name | lower}}.{{.Name}}Scalar(t, other, leftTensor, opts...); err != nil {
return nil, errors.Wrapf(err, "Unable to do {{.Name}}Scalar()")
}
if retVal, err = assertDense(ret); err != nil {
return nil, errors.Wrapf(err, opFail, "{{.Name}}Scalar")
}
return
}
return nil, errors.Errorf("Engine does not support {{.Name}}Scalar()")
`
const denseIdentityArithTestBodyRaw = `iden := func(a *Dense) bool {
b := New(Of(a.t), WithShape(a.Shape().Clone()...), WithEngine(a.Engine()))
{{if ne .Identity 0 -}}
b.Memset(identityVal({{.Identity}}, a.t))
{{end -}}
{{template "funcoptdecl" -}}
correct := a.Clone().(*Dense)
{{template "funcoptcorrect" -}}
we, willFailEq := willerr(a, {{.TypeClassName}}, {{.EqFailTypeClassName}})
_, ok := a.Engine().({{interfaceName .Name}}); we = we || !ok
{{template "call0" . }}
if err, retEarly := qcErrCheck(t, "{{.Name}}", a, b, we, err); retEarly{
if err != nil {
return false
}
return true
}
if !qcEqCheck(t, a.Dtype(), willFailEq, correct.Data(), ret.Data()) {
return false
}
{{template "funcoptcheck" -}}
return true
}
if err := quick.Check(iden, &quick.Config{Rand: newRand(), MaxCount: quickchecks}); err != nil{
t.Errorf("Identity test for {{.Name}} failed: %v", err)
}
`
const denseIdentityArithScalarTestRaw = `iden1 := func(q *Dense) bool {
a := q.Clone().(*Dense)
b := identityVal({{.Identity}}, q.t)
{{template "funcoptdecl"}}
correct := a.Clone().(*Dense)
{{template "funcoptcorrect" -}}
we, willFailEq := willerr(a, {{.TypeClassName}}, {{.EqFailTypeClassName}})
_, ok := q.Engine().({{interfaceName .Name}}); we = we || !ok
{{template "call0" . }}
if err, retEarly := qcErrCheck(t, "{{.Name}}", a, b, we, err); retEarly{
if err != nil {
return false
}
return true
}
if !qcEqCheck(t, a.Dtype(), willFailEq, correct.Data(), ret.Data()) {
return false
}
{{template "funcoptcheck" -}}
return true
}
if err := quick.Check(iden1, &quick.Config{Rand: newRand(), MaxCount: quickchecks}); err != nil {
t.Errorf("Identity test for {{.Name}} (tensor as left, scalar as right) failed: %v", err)
}
{{if .IsCommutative -}}
iden2 := func(q *Dense) bool {
a := q.Clone().(*Dense)
b := identityVal({{.Identity}}, q.t)
{{template "funcoptdecl" -}}
correct := a.Clone().(*Dense)
{{template "funcoptcorrect" -}}
we, willFailEq := willerr(a, {{.TypeClassName}}, {{.EqFailTypeClassName}})
_, ok := q.Engine().({{interfaceName .Name}}); we = we || !ok
{{template "call1" . }}
if err, retEarly := qcErrCheck(t, "{{.Name}}", a, b, we, err); retEarly{
if err != nil {
return false
}
return true
}
if !qcEqCheck(t, a.Dtype(), willFailEq, correct.Data(), ret.Data()) {
return false
}
{{template "funcoptcheck" -}}
return true
}
if err := quick.Check(iden2, &quick.Config{Rand: newRand(), MaxCount: quickchecks}); err != nil {
t.Errorf("Identity test for {{.Name}} (scalar as left, tensor as right) failed: %v", err)
}
{{end -}}
`
const denseInvArithTestBodyRaw = `inv := func(a *Dense) bool {
b := New(Of(a.t), WithShape(a.Shape().Clone()...), WithEngine(a.Engine()))
{{if ne .Identity 0 -}}
b.Memset(identityVal({{.Identity}}, a.t))
{{end -}}
{{template "funcoptdecl" -}}
correct := a.Clone().(*Dense)
{{template "funcoptcorrect" -}}
we, willFailEq := willerr(a, {{.TypeClassName}}, {{.EqFailTypeClassName}})
_, ok := a.Engine().({{interfaceName .Name}}); we = we || !ok
{{template "call0" . }}
if err, retEarly := qcErrCheck(t, "{{.Name}}", a, b, we, err); retEarly{
if err != nil {
return false
}
return true
}
{{template "callInv" .}}
if !qcEqCheck(t, a.Dtype(), willFailEq, correct.Data(), ret.Data()) {
return false
}
{{template "funcoptcheck" -}}
return true
}
if err := quick.Check(inv, &quick.Config{Rand: newRand(), MaxCount: quickchecks}); err != nil{
t.Errorf("Inv test for {{.Name}} failed: %v", err)
}
`
const denseInvArithScalarTestRaw = `inv1 := func(q *Dense) bool {
a := q.Clone().(*Dense)
b := identityVal({{.Identity}}, q.t)
{{template "funcoptdecl"}}
correct := a.Clone().(*Dense)
{{template "funcoptcorrect" -}}
we, willFailEq := willerr(a, {{.TypeClassName}}, {{.EqFailTypeClassName}})
_, ok := q.Engine().({{interfaceName .Name}}); we = we || !ok
{{template "call0" . }}
if err, retEarly := qcErrCheck(t, "{{.Name}}VS", a, b, we, err); retEarly{
if err != nil {
return false
}
return true
}
{{template "callInv0" .}}
if !qcEqCheck(t, a.Dtype(), willFailEq, correct.Data(), ret.Data()) {
return false
}
{{template "funcoptcheck" -}}
return true
}
if err := quick.Check(inv1, &quick.Config{Rand: newRand(), MaxCount: quickchecks}); err != nil {
t.Errorf("Inv test for {{.Name}} (tensor as left, scalar as right) failed: %v", err)
}
{{if .IsInvolutionary -}}
{{if eq .FuncOpt "incr" -}}
{{else -}}
inv2 := func(q *Dense) bool {
a := q.Clone().(*Dense)
b := identityVal({{.Identity}}, q.t)
{{template "funcoptdecl" -}}
correct := a.Clone().(*Dense)
{{template "funcoptcorrect" -}}
we, willFailEq := willerr(a, {{.TypeClassName}}, {{.EqFailTypeClassName}})
_, ok := q.Engine().({{interfaceName .Name}}); we = we || !ok
{{template "call1" . }}
if err, retEarly := qcErrCheck(t, "{{.Name}}SV", a, b, we, err); retEarly{
if err != nil {
return false
}
return true
}
{{template "callInv1" .}}
if !qcEqCheck(t, a.Dtype(), willFailEq, correct.Data(), ret.Data()) {
return false
}
{{template "funcoptcheck" -}}
return true
}
if err := quick.Check(inv2, &quick.Config{Rand: newRand(), MaxCount: quickchecks}); err != nil {
t.Errorf("Inv test for {{.Name}} (scalar as left, tensor as right) failed: %v", err)
}
{{end -}}
{{end -}}
`
const denseArithScalarWrongTypeTestRaw = `type Foo int
wt1 := func(a *Dense) bool{
b := Foo(0)
{{template "call0" .}}
if err == nil {
return false
}
_ = ret
return true
}
if err := quick.Check(wt1, &quick.Config{Rand: newRand(), MaxCount: quickchecks}); err != nil {
t.Errorf("WrongType test for {{.Name}} (tensor as left, scalar as right) failed: %v", err)
}
wt2 := func(a *Dense) bool{
b := Foo(0)
{{template "call1" .}}
if err == nil {
return false
}
_ = ret
return true
}
if err := quick.Check(wt2, &quick.Config{Rand: newRand(), MaxCount: quickchecks}); err != nil {
t.Errorf("WrongType test for {{.Name}} (tensor as right, scalar as left) failed: %v", err)
}
`
const denseArithReuseMutationTestRaw = `mut := func(a, b *Dense, reuseA bool) bool {
// req because we're only testing on one kind of tensor/engine combo
a.e = StdEng{}
a.oe = StdEng{}
a.flag = 0
b.e = StdEng{}
b.oe = StdEng{}
b.flag = 0
if a.Dtype() != b.Dtype(){
return true
}
if !a.Shape().Eq(b.Shape()){
return true
}
{{template "callVanilla" .}}
we, willFailEq := willerr(a, {{.TypeClassName}}, {{.EqFailTypeClassName}})
_, ok := a.Engine().({{interfaceName .Name}}); we = we || !ok
var ret, reuse {{template "retType" .}}
if reuseA {
{{template "call0" .}}, WithReuse(a))
reuse = a
} else {
{{template "call0" .}}, WithReuse(b))
reuse = b
}
if err, retEarly := qcErrCheck(t, "{{.Name}}", a, b, we, err); retEarly{
if err != nil {
return false
}
return true
}
if !qcEqCheck(t, a.Dtype(), willFailEq, correct.Data(), ret.Data()) {
return false
}
{{template "funcoptcheck" -}}
return true
}
if err := quick.Check(mut, &quick.Config{Rand: newRand(), MaxCount: quickchecks}); err != nil {
t.Errorf("Reuse Mutation test for {{.Name}} failed: %v", err)
}
`
var (
denseArithBody *template.Template
denseArithScalarBody *template.Template
denseIdentityArithTest *template.Template
denseIdentityArithScalarTest *template.Template
denseArithScalarWrongTypeTest *template.Template
)
func init() {
denseArithBody = template.Must(template.New("dense arith body").Funcs(funcs).Parse(denseArithBodyRaw))
denseArithScalarBody = template.Must(template.New("dense arith body").Funcs(funcs).Parse(denseArithScalarBodyRaw))
denseIdentityArithTest = template.Must(template.New("dense identity test").Funcs(funcs).Parse(denseIdentityArithTestBodyRaw))
denseIdentityArithScalarTest = template.Must(template.New("dense scalar identity test").Funcs(funcs).Parse(denseIdentityArithScalarTestRaw))
denseArithScalarWrongTypeTest = template.Must(template.New("dense scalar wrongtype test").Funcs(funcs).Parse(denseArithScalarWrongTypeTestRaw))
}