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60 changes: 60 additions & 0 deletions src/lua/ai.c
Original file line number Diff line number Diff line change
Expand Up @@ -414,6 +414,64 @@ static int _tensor_scale_add(lua_State *L)
return 1;
}

// tensor:scale_add_planes({scales} [, {offsets}]) → self
// in-place per-plane: t[k,...] = t[k,...] * scales[k+1] + offsets[k+1].
// 1-indexed tables, one entry per channel plane (dim 1). offsets
// defaults to 0. Requires ndim >= 2 and shape[0] == 1.
static int _tensor_scale_add_planes(lua_State *L)
{
dt_lua_ai_tensor_t *t
= luaL_checkudata(L, 1, "dt_lua_ai_tensor_t");
if(!t->data) return luaL_error(L, "tensor has been freed");
luaL_checktype(L, 2, LUA_TTABLE);
const gboolean has_offsets = !lua_isnoneornil(L, 3);
if(has_offsets) luaL_checktype(L, 3, LUA_TTABLE);
if(t->ndim < 2 || t->shape[0] != 1)
return luaL_error(L, "scale_add_planes requires [1,C,...] tensor");
const size_t C = (size_t)t->shape[1];

float *scales = g_new0(float, C);
float *offsets = g_new0(float, C);
for(size_t k = 0; k < C; k++)
{
lua_rawgeti(L, 2, (int)(k + 1));
if(!lua_isnumber(L, -1))
{
g_free(scales); g_free(offsets);
return luaL_error(L, "scales[%d] is not a number", (int)(k + 1));
}
scales[k] = (float)lua_tonumber(L, -1);
lua_pop(L, 1);
if(has_offsets)
{
lua_rawgeti(L, 3, (int)(k + 1));
if(!lua_isnumber(L, -1))
{
g_free(scales); g_free(offsets);
return luaL_error(L, "offsets[%d] is not a number", (int)(k + 1));
}
offsets[k] = (float)lua_tonumber(L, -1);
lua_pop(L, 1);
}
}

size_t plane = 1;
for(int d = 2; d < t->ndim; d++) plane *= (size_t)t->shape[d];

for(size_t k = 0; k < C; k++)
{
float *p = t->data + k * plane;
const float s = scales[k];
const float o = offsets[k];
for(size_t i = 0; i < plane; i++) p[i] = p[i] * s + o;
}

g_free(scales);
g_free(offsets);
lua_settop(L, 1);
return 1;
}

// tensor:sum() → float
// sum of all elements (double accumulation, returned as Lua number)
static int _tensor_sum(lua_State *L)
Expand Down Expand Up @@ -1672,6 +1730,8 @@ int dt_lua_init_ai(lua_State *L)
lua_setfield(L, -2, "fill");
lua_pushcfunction(L, _tensor_scale_add);
lua_setfield(L, -2, "scale_add");
lua_pushcfunction(L, _tensor_scale_add_planes);
lua_setfield(L, -2, "scale_add_planes");
lua_pushcfunction(L, _tensor_sum);
lua_setfield(L, -2, "sum");
lua_pushcfunction(L, _tensor_mean);
Expand Down
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