public void Map(Func <T, int, T> f, VolumeStorage <T> result)
{
for (var i = 0; i < this.Shape.TotalLength; i++)
{
result.Set(i, f(this.Get(i), i));
}
}
public void MapInplace(Func <T, T, T> f, VolumeStorage <T> other)
{
for (var i = 0; i < this.Shape.TotalLength; i++)
{
this.Set(i, f(this.Get(i), other.Get(i)));
}
}
public void MapEx(Func <T, T, T> f, VolumeStorage <T> other, VolumeStorage <T> result)
{
var w = (int)this.Shape.GetDimension(0);
var h = (int)this.Shape.GetDimension(1);
var C = (int)this.Shape.GetDimension(2);
var N = (int)this.Shape.GetDimension(3);
var otherWIsOne = (int)other.Shape.GetDimension(0) == 1;
var otherHIsOne = (int)other.Shape.GetDimension(1) == 1;
var otherCIsOne = (int)other.Shape.GetDimension(2) == 1;
var otherNIsOne = (int)other.Shape.GetDimension(3) == 1;
for (var n = 0; n < N; n++)
{
for (var c = 0; c < C; c++)
{
for (var j = 0; j < h; j++)
{
for (var i = 0; i < w; i++)
{
result.Set(i, j, c, n,
f(Get(i, j, c, n),
other.Get(otherWIsOne ? 0 : i, otherHIsOne ? 0 : j, otherCIsOne ? 0 : c,
otherNIsOne ? 0 : n)));
}
}
}
}
}
public override void CopyFrom(VolumeStorage <T> source)
{
var src = source as NcwhVolumeStorage <T>;
if (!ReferenceEquals(this, src))
{
if (this.Shape.TotalLength != src.Shape.TotalLength)
{
throw new ArgumentException($"origin and destination volume should have the same number of weight ({this.Shape.TotalLength} != {src.Shape}).");
}
Array.Copy(src._storage, this._storage, this._storage.Length);
}
}
/// <summary>
/// Implement broadcast
/// </summary>
public void MapEx(Func <T, T, T> f, VolumeStorage <T> other, VolumeStorage <T> result)
{
var big = this;
var small = other;
if (small.Shape.TotalLength > big.Shape.TotalLength)
{
big = other;
small = this;
}
else if (small.Shape.TotalLength == big.Shape.TotalLength)
{
if (!small.Shape.Equals(big.Shape))
{
throw new ArgumentException("Volumes have the same total number of dimensions but have different shapes");
}
// No broadcast to do here -> we switch to non-broacast implem
this.Map(f, other, result);
return;
}
var w = big.Shape.Dimensions[0];
var h = big.Shape.Dimensions[1];
var C = big.Shape.Dimensions[2];
var N = big.Shape.Dimensions[3];
var otherWIsOne = small.Shape.Dimensions[0] == 1;
var otherHIsOne = small.Shape.Dimensions[1] == 1;
var otherCIsOne = small.Shape.Dimensions[2] == 1;
var otherNIsOne = small.Shape.Dimensions[3] == 1;
for (var n = 0; n < N; n++)
{
for (var c = 0; c < C; c++)
{
for (var j = 0; j < h; j++)
{
for (var i = 0; i < w; i++)
{
result.Set(i, j, c, n,
f(big.Get(i, j, c, n),
small.Get(otherWIsOne ? 0 : i, otherHIsOne ? 0 : j, otherCIsOne ? 0 : c,
otherNIsOne ? 0 : n)));
}
}
}
}
}
/// <summary>
/// Implement broadcast
/// </summary>
public void MapEx(Func <T, T, T> f, VolumeStorage <T> other, VolumeStorage <T> result)
{
var big = this;
var small = other;
if (small.Shape.TotalLength > big.Shape.TotalLength)
{
big = other;
small = this;
}
else if (small.Shape.TotalLength == big.Shape.TotalLength)
{
if (!small.Shape.Equals(big.Shape))
{
throw new ArgumentException("Volumes have the same total number of dimensions but have different shapes");
}
}
var w = big.Shape.GetDimension(0);
var h = big.Shape.GetDimension(1);
var C = big.Shape.GetDimension(2);
var N = big.Shape.GetDimension(3);
var otherWIsOne = small.Shape.GetDimension(0) == 1;
var otherHIsOne = small.Shape.GetDimension(1) == 1;
var otherCIsOne = small.Shape.GetDimension(2) == 1;
var otherNIsOne = small.Shape.GetDimension(3) == 1;
for (var n = 0; n < N; n++)
{
for (var c = 0; c < C; c++)
{
for (var j = 0; j < h; j++)
{
for (var i = 0; i < w; i++)
{
result.Set(i, j, c, n,
f(big.Get(i, j, c, n),
small.Get(otherWIsOne ? 0 : i, otherHIsOne ? 0 : j, otherCIsOne ? 0 : c,
otherNIsOne ? 0 : n)));
}
}
}
}
}
/// <summary>
/// Implement broadcast
/// </summary>
public void MapEx(Func <T, T, T> f, VolumeStorage <T> other, VolumeStorage <T> result)
{
var big = this;
var small = other;
if (small.Shape.TotalLength > big.Shape.TotalLength)
{
big = other;
small = this;
}
var w = big.Shape.GetDimension(0);
var h = big.Shape.GetDimension(1);
var C = big.Shape.GetDimension(2);
var N = big.Shape.GetDimension(3);
var otherWIsOne = small.Shape.GetDimension(0) == 1;
var otherHIsOne = small.Shape.GetDimension(1) == 1;
var otherCIsOne = small.Shape.GetDimension(2) == 1;
var otherNIsOne = small.Shape.GetDimension(3) == 1;
for (var n = 0; n < N; n++)
{
for (var c = 0; c < C; c++)
{
for (var j = 0; j < h; j++)
{
for (var i = 0; i < w; i++)
{
result.Set(i, j, c, n,
f(big.Get(i, j, c, n),
small.Get(otherWIsOne ? 0 : i, otherHIsOne ? 0 : j, otherCIsOne ? 0 : c,
otherNIsOne ? 0 : n)));
}
}
}
}
}
protected Volume(VolumeStorage <T> storage)
{
Count++;
this.Storage = storage;
}
public override void CopyFrom(VolumeStorage <T> source)
{
var real = source as NcwhVolumeStorage <T>;
Array.Copy(real._storage, this._storage, this._storage.Length);
}
protected Volume(VolumeStorage <T> storage)
{
this.Storage = storage;
}
public abstract void CopyFrom(VolumeStorage <T> source);
public bool Equals(VolumeStorage <T> other)
{
throw new NotImplementedException();
}
/// <summary> /// Creates a volume with given shape, filled with the provided value and using the same storage type as provided /// example /// </summary> /// <param name="example"></param> /// <param name="value"></param> /// <param name="shape"></param> /// <returns></returns> public abstract Volume <T> SameAs(VolumeStorage <T> example, T value, Shape shape);
/// <summary> /// Creates a volume with given shape, using provided storage as internal storage (no copy) /// </summary> /// <param name="storage"></param> /// <param name="shape"></param> /// <returns></returns> public abstract Volume <T> Build(VolumeStorage <T> storage, Shape shape);
public abstract bool Equals(VolumeStorage <T> other);