// Runs forward propagation of activations on the input line.
// See NetworkCpp for a detailed discussion of the arguments.
void Maxpool::Forward(bool debug, const NetworkIO& input,
const TransposedArray* input_transpose,
NetworkScratch* scratch, NetworkIO* output) {
output->ResizeScaled(input, x_scale_, y_scale_, no_);
maxes_.ResizeNoInit(output->Width(), ni_);
back_map_ = input.stride_map();
StrideMap::Index dest_index(output->stride_map());
do {
int out_t = dest_index.t();
StrideMap::Index src_index(input.stride_map(), dest_index.index(FD_BATCH),
dest_index.index(FD_HEIGHT) * y_scale_,
dest_index.index(FD_WIDTH) * x_scale_);
// Find the max input out of x_scale_ groups of y_scale_ inputs.
// Do it independently for each input dimension.
int* max_line = maxes_[out_t];
int in_t = src_index.t();
output->CopyTimeStepFrom(out_t, input, in_t);
for (int i = 0; i < ni_; ++i) {
max_line[i] = in_t;
}
for (int x = 0; x < x_scale_; ++x) {
for (int y = 0; y < y_scale_; ++y) {
StrideMap::Index src_xy(src_index);
if (src_xy.AddOffset(x, FD_WIDTH) && src_xy.AddOffset(y, FD_HEIGHT)) {
output->MaxpoolTimeStep(out_t, input, src_xy.t(), max_line);
}
}
}
} while (dest_index.Increment());
}
// Runs forward propagation of activations on the input line.
// See NetworkCpp for a detailed discussion of the arguments.
void Reconfig::Forward(bool debug, const NetworkIO& input,
const TransposedArray* input_transpose,
NetworkScratch* scratch, NetworkIO* output) {
output->ResizeScaled(input, x_scale_, y_scale_, no_);
back_map_ = input.stride_map();
StrideMap::Index dest_index(output->stride_map());
do {
int out_t = dest_index.t();
StrideMap::Index src_index(input.stride_map(), dest_index.index(FD_BATCH),
dest_index.index(FD_HEIGHT) * y_scale_,
dest_index.index(FD_WIDTH) * x_scale_);
// Stack x_scale_ groups of y_scale_ inputs together.
for (int x = 0; x < x_scale_; ++x) {
for (int y = 0; y < y_scale_; ++y) {
StrideMap::Index src_xy(src_index);
if (src_xy.AddOffset(x, FD_WIDTH) && src_xy.AddOffset(y, FD_HEIGHT)) {
output->CopyTimeStepGeneral(out_t, (x * y_scale_ + y) * ni_, ni_,
input, src_xy.t(), 0);
}
}
}
} while (dest_index.Increment());
}
bool PianoRenderCache::Piano_RenderKey(RenderBuffer &buffer, Sprite* sprite, std::hash_map<wxPoint_, int>& drawn,
int style, wxSize& canvas, wxSize& keywh, const wxString &placement, bool clip)
//bool RgbEffects::Sprite::render(wxSize& keywh, wxSize& BufferWH_int, int yscroll, bool Clipping)
{
debug_function(9);
//hash_map<pair<wxPoint, wxSize>, int>& drawn)
//PIANO_STYLE_KEYS sprites have 2 states: on (down) and off (up); draw all sprites; top view or edge view
int drawstate = sprite->ani_state++; //bump to next active (animation) state
if (!drawstate) sprite->ani_state = 0; //stay in inactive state
else
// if ((xy.size() == 1) && (drawstate == -1)) return false; //inactive on/off sprite; don't need tp draw anything
if (drawstate >= sprite->xy.size()) //end of animation
// if (it->repeat > 0) drawstate = 0; //loop immediately
// else if (it->repeat < 0) drawstate = -rnd(); //loop with delay
/*else*/ drawstate = sprite->xy.size() - 1; //stay at last state; don't loop
// wxPoint realxy = sprite->destxy;
// realxy.y += yscroll; //scrolling
debug_more(30, ", dest (%d => %d, %d), #drawn %d", sprite->destxy.x, (clip? sprite->destxy.x: sprite->destxy.x % canvas.x), sprite->destxy.y, drawn.size());
if (clip)
if ((sprite->destxy.x >= buffer.BufferWi) || (sprite->destxy.y >= buffer.BufferHt) || (sprite->destxy.x + keywh.x < 0) || (sprite->destxy.y + keywh.y < 0)) return false; //outside of visible rect
// debug_more(30, ", here1");
wxPoint_ where = sprite->destxy.y * 65536 + (clip? sprite->destxy.x: sprite->destxy.x % canvas.x); //wrap on even key boundary
// debug_more(30, ", here2");
if ((style != PIANO_STYLE_ANIMAGE) && (drawn.find(where) != drawn.end()) && (drawstate <= drawn[where])) { debug_more(30, ", already drawn[0x%x]=%d vs %d", where, drawn[where], drawstate); return false; } //do not redraw older states in same location
drawn[where] = drawstate; //remember highest state drawn in this location
//don't draw overlapping regions more than once
// SetPixel(x-xoffset,(state % ((imght+BufferHt)*speedfactor)) / speedfactor-y,c); //moving up
// SetPixel(x-xoffset,BufferHt+imght-y-(state % ((imght+BufferHt)*speedfactor)) / speedfactor,c); //moving down
//copy sprite image to pixel buffer, scale up/down:
//iterate thru target pixels and pull from sprite in case sizes don't match (need to set all target pixels, but okay to skip some source pixels)
float xscale = (float)sprite->wh.x / keywh.x, yscale = (float)sprite->wh.y / keywh.y; //src -> dest scale factor
// debug_more(30, ", here3");
//TODO: use wxImage.GetData for better performance?
int xofs = !clip? (buffer.BufferWi % (7 * keywh.x)) / 2: 0; //center keys if not clipped
if (WantHistory(style)) debug(20, "draw sprite '%s': set x/y %d/%d + %d/%d to 0x%x", (const char*)sprite->name.ToStdString().c_str(), sprite->destxy.x, sprite->destxy.y, keywh.x, keywh.y, drawstate? sprite->on.GetRGB(): sprite->off.GetRGB()); //.Flush(true);
else debug(20, "draw sprite '%s': copy from x/y[%d/%d] %d/%d + %d/%d => x/y %d/%d + %d/%d, x/y scale = %f/%f", (const char*)sprite->name.ToStdString().c_str(), drawstate, sprite->xy.size(), sprite->xy[drawstate].x, sprite->xy[drawstate].y, sprite->wh.x, sprite->wh.y, sprite->destxy.x, sprite->destxy.y, keywh.x, keywh.y, 1.0 / xscale, 1.0 / yscale); //.Flush(true);
for (int x = 0; x < keywh.x; ++x) //copying to it->w columns in dest
for (int y = 0; y < keywh.y; ++y) //copying to it->h rows in dest; vert scaling is more likely, so make Y the inner loop for better pixel caching
{
// static xlColor cached_rgb; //cached mapped pixel color
// static wxPoint cached_xy(-1, -1);
wxPoint src_xy(sprite->xy[drawstate].x + x * xscale, sprite->xy[drawstate].y + y * yscale);
//TODO: scale doesn't make sense for all cases
src_xy.y = Shapes.GetHeight() - src_xy.y - 1; //whoops, origin is top left but wanted bottom left
bool transparent = 0;
if (WantHistory(style)) cached_rgb = drawstate? sprite->on: sprite->off; //kludge: fill rect with same color to avoid losing pixels due to scaling
else if ((src_xy.x != cached_xy.x) || (src_xy.y != cached_xy.y)) //update cached pixel info
{
cached_xy = src_xy; //prev_xy.x = src_xy.x; prev_y = srcy; //not sure how expensive wx pixel functions are, so cache current pixel info just in case; aliasing/averaging and color mapping also makes thiss more expensive
if (Shapes.IsTransparent(src_xy.x, src_xy.y)) transparent = 1; //-1; //-1 matches white, so use + instead
else
{
// xlColor c;
//TODO: tile, center, anti-aliasing
cached_rgb.Set(Shapes.GetRed(src_xy.x, src_xy.y), Shapes.GetGreen(src_xy.x, src_xy.y), Shapes.GetBlue(src_xy.x, src_xy.y)); //NOTE: need to do pixel merging if scale is not 1:1
if (!ColorMap.empty()) cached_rgb = ColorMap[cached_rgb.GetRGB()]; //map to user-selected colors
}
debug_more(20, ", LK(%d,%d)", cached_xy.x, cached_xy.y);
}
if (transparent == 1 /*-1*/) continue; //don't need to draw pixel
int wrapx = sprite->destxy.x + x, scrolly = sprite->destxy.y;
// if (style == PIANO_STYLE_ANIMAGE) { wrapx *= xscale; scrolly *= yscale; }
if (!clip) wrapx %= canvas.x; //wrap on even key boundary
// if ((style == PIANO_STYLE_ICICLES) || (style == PIANO_STYLE_EQBARS)) scrolly += canvas.y - keywh.y; //draw at top instead of bottom
if (style == PIANO_STYLE_ICICLES) scrolly += canvas.y - keywh.y; //draw at top instead of bottom
// debug_more(20, ", %d+%d vs. %d-%d? %d", xofs, wrapx, BufferWi, xofs, xofs + wrapx < BufferWi - xofs);
// if (!clip) wrapx = (wrapx + 2 * xofs) % BufferWi - 2 * xofs; //wrap within reduced area, not expanded area
debug_more(20, ", (%d,%d)<-0x%x", wrapx, sprite->destxy.y + y, cached_rgb.GetRGB());
if (xofs + wrapx < buffer.BufferWi - xofs) buffer.SetPixel(xofs + wrapx, sprite->destxy.y + y, cached_rgb); //no vertical wrap, only horizontal wrap
}
// debug.Flush(true);
return true;
}