public static void SdcaL1UpdateDense(float primalUpdate, int count, ReadOnlySpan <float> source, float threshold, Span <float> v, Span <float> w)
{
Contracts.AssertNonEmpty(source);
Contracts.AssertNonEmpty(v);
Contracts.AssertNonEmpty(w);
Contracts.Assert(count > 0);
Contracts.Assert(count <= source.Length);
Contracts.Assert(count <= v.Length);
Contracts.Assert(count <= w.Length);
if (Avx.IsSupported)
{
AvxIntrinsics.SdcaL1UpdateU(primalUpdate, count, source, threshold, v, w);
}
else if (Sse.IsSupported)
{
SseIntrinsics.SdcaL1UpdateU(primalUpdate, count, source, threshold, v, w);
}
else
{
for (int i = 0; i < count; i++)
{
v[i] += source[i] * primalUpdate;
float value = v[i];
w[i] = Math.Abs(value) > threshold ? (value > 0 ? value - threshold : value + threshold) : 0;
}
}
}
private static void SdcaL1UpdateDense(float primalUpdate, Span <float> src, float threshold, Span <float> v, Span <float> w)
{
if (Avx.IsSupported)
{
AvxIntrinsics.SdcaL1UpdateU(primalUpdate, src, threshold, v, w);
}
else if (Sse.IsSupported)
{
SseIntrinsics.SdcaL1UpdateU(primalUpdate, src, threshold, v, w);
}
else
{
for (int i = 0; i < src.Length; i++)
{
v[i] += src[i] * primalUpdate;
float value = v[i];
w[i] = Math.Abs(value) > threshold ? (value > 0 ? value - threshold : value + threshold) : 0;
}
}
}
public void SdcaL1UpdateU() => AvxIntrinsics.SdcaL1UpdateU(DefaultScale, Length, src, DefaultScale, dst, result);
public void ManagedSdcaL1UpdateUPerf()
{
AvxIntrinsics.SdcaL1UpdateU(DEFAULT_SCALE, new Span <float>(src, 0, LEN), DEFAULT_SCALE, new Span <float>(dst, 0, LEN), new Span <float>(result, 0, LEN));
}
public void SdcaL1UpdateU() => AvxIntrinsics.SdcaL1UpdateU(DEFAULT_SCALE, new Span <float>(src, 0, LEN), DEFAULT_SCALE, new Span <float>(dst, 0, LEN), new Span <float>(result, 0, LEN));
public void SdcaL1UpdateU() => AvxIntrinsics.SdcaL1UpdateU(DefaultScale, new Span <float>(src, 0, Length), DefaultScale, new Span <float>(dst, 0, Length), new Span <float>(result, 0, Length));