ollama/convert/float16/float16_test.go

76 lines
1.7 KiB
Go

package float16
import (
"math"
"math/rand/v2"
"testing"
"github.com/google/go-cmp/cmp"
)
func TestFloat16(t *testing.T) {
cases := []struct {
name string
input uint16
want uint32
}{
// Zero cases
{"positive zero", 0x0000, 0x0},
{"negative zero", 0x8000, 0x80000000},
// Normal numbers
{"one", 0x3C00, 0x3F800000},
{"negative one", 0xBC00, 0xBF800000},
{"two", 0x4000, 0x40000000},
{"half", 0x3800, 0x3F000000},
{"max normal", 0x7BFF, 0x477fe000},
{"min positive normal", 0x0400, 0x38800000},
// Infinity cases
{"positive infinity", 0x7C00, 0x7F800000},
{"negative infinity", 0xFC00, 0xFF800000},
// NaN cases
{"NaN", 0x7C01, 0x7f802000},
{"NaN with payload", 0x7E00, 0x7FC00000},
// Subnormal cases
{"min positive subnormal", 0x0001, 0x33800000},
{"max subnormal", 0x03FF, 0x387fc000},
// Common values
{"pi approximation", 0x4248, 0x40490000},
{"e approximation", 0x416F, 0x402de000},
}
for _, tt := range cases {
t.Run(tt.name, func(t *testing.T) {
t.Parallel()
t.Run("Float32s", func(t *testing.T) {
got := Float32s([]uint16{tt.input})[0]
if diff := cmp.Diff(tt.want, math.Float32bits(got)); diff != "" {
t.Errorf("Float32s mismatch (-want +got):\n%s", diff)
}
})
t.Run("FromFloat32s", func(t *testing.T) {
got := FromFloat32s([]float32{math.Float32frombits(tt.want)})
if diff := cmp.Diff([]uint16{tt.input}, got); diff != "" {
t.Errorf("FromFloat32s mismatch (-want +got):\n%s", diff)
}
})
})
}
}
func BenchmarkFloat16(b *testing.B) {
f32s := make([]float32, 1_000_000)
for i := range f32s {
f32s[i] = rand.Float32()
}
for b.Loop() {
Float32s(FromFloat32s(f32s))
}
}