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// File: basisu_bc7enc.cpp
// Copyright (C) 2019-2021 Binomial LLC. All Rights Reserved.
//
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//
// http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.
# include "basisu_bc7enc.h"
# ifdef _DEBUG
# define BC7ENC_CHECK_OVERALL_ERROR 1
# else
# define BC7ENC_CHECK_OVERALL_ERROR 0
# endif
using namespace basist ;
namespace basisu
{
// Helpers
static inline color_quad_u8 * color_quad_u8_set_clamped ( color_quad_u8 * pRes , int32_t r , int32_t g , int32_t b , int32_t a ) { pRes - > m_c [ 0 ] = ( uint8_t ) clampi ( r , 0 , 255 ) ; pRes - > m_c [ 1 ] = ( uint8_t ) clampi ( g , 0 , 255 ) ; pRes - > m_c [ 2 ] = ( uint8_t ) clampi ( b , 0 , 255 ) ; pRes - > m_c [ 3 ] = ( uint8_t ) clampi ( a , 0 , 255 ) ; return pRes ; }
static inline color_quad_u8 * color_quad_u8_set ( color_quad_u8 * pRes , int32_t r , int32_t g , int32_t b , int32_t a ) { assert ( ( uint32_t ) ( r | g | b | a ) < = 255 ) ; pRes - > m_c [ 0 ] = ( uint8_t ) r ; pRes - > m_c [ 1 ] = ( uint8_t ) g ; pRes - > m_c [ 2 ] = ( uint8_t ) b ; pRes - > m_c [ 3 ] = ( uint8_t ) a ; return pRes ; }
static inline bc7enc_bool color_quad_u8_notequals ( const color_quad_u8 * pLHS , const color_quad_u8 * pRHS ) { return ( pLHS - > m_c [ 0 ] ! = pRHS - > m_c [ 0 ] ) | | ( pLHS - > m_c [ 1 ] ! = pRHS - > m_c [ 1 ] ) | | ( pLHS - > m_c [ 2 ] ! = pRHS - > m_c [ 2 ] ) | | ( pLHS - > m_c [ 3 ] ! = pRHS - > m_c [ 3 ] ) ; }
static inline bc7enc_vec4F * vec4F_set_scalar ( bc7enc_vec4F * pV , float x ) { pV - > m_c [ 0 ] = x ; pV - > m_c [ 1 ] = x ; pV - > m_c [ 2 ] = x ; pV - > m_c [ 3 ] = x ; return pV ; }
static inline bc7enc_vec4F * vec4F_set ( bc7enc_vec4F * pV , float x , float y , float z , float w ) { pV - > m_c [ 0 ] = x ; pV - > m_c [ 1 ] = y ; pV - > m_c [ 2 ] = z ; pV - > m_c [ 3 ] = w ; return pV ; }
static inline bc7enc_vec4F * vec4F_saturate_in_place ( bc7enc_vec4F * pV ) { pV - > m_c [ 0 ] = saturate ( pV - > m_c [ 0 ] ) ; pV - > m_c [ 1 ] = saturate ( pV - > m_c [ 1 ] ) ; pV - > m_c [ 2 ] = saturate ( pV - > m_c [ 2 ] ) ; pV - > m_c [ 3 ] = saturate ( pV - > m_c [ 3 ] ) ; return pV ; }
static inline bc7enc_vec4F vec4F_saturate ( const bc7enc_vec4F * pV ) { bc7enc_vec4F res ; res . m_c [ 0 ] = saturate ( pV - > m_c [ 0 ] ) ; res . m_c [ 1 ] = saturate ( pV - > m_c [ 1 ] ) ; res . m_c [ 2 ] = saturate ( pV - > m_c [ 2 ] ) ; res . m_c [ 3 ] = saturate ( pV - > m_c [ 3 ] ) ; return res ; }
static inline bc7enc_vec4F vec4F_from_color ( const color_quad_u8 * pC ) { bc7enc_vec4F res ; vec4F_set ( & res , pC - > m_c [ 0 ] , pC - > m_c [ 1 ] , pC - > m_c [ 2 ] , pC - > m_c [ 3 ] ) ; return res ; }
static inline bc7enc_vec4F vec4F_add ( const bc7enc_vec4F * pLHS , const bc7enc_vec4F * pRHS ) { bc7enc_vec4F res ; vec4F_set ( & res , pLHS - > m_c [ 0 ] + pRHS - > m_c [ 0 ] , pLHS - > m_c [ 1 ] + pRHS - > m_c [ 1 ] , pLHS - > m_c [ 2 ] + pRHS - > m_c [ 2 ] , pLHS - > m_c [ 3 ] + pRHS - > m_c [ 3 ] ) ; return res ; }
static inline bc7enc_vec4F vec4F_sub ( const bc7enc_vec4F * pLHS , const bc7enc_vec4F * pRHS ) { bc7enc_vec4F res ; vec4F_set ( & res , pLHS - > m_c [ 0 ] - pRHS - > m_c [ 0 ] , pLHS - > m_c [ 1 ] - pRHS - > m_c [ 1 ] , pLHS - > m_c [ 2 ] - pRHS - > m_c [ 2 ] , pLHS - > m_c [ 3 ] - pRHS - > m_c [ 3 ] ) ; return res ; }
static inline float vec4F_dot ( const bc7enc_vec4F * pLHS , const bc7enc_vec4F * pRHS ) { return pLHS - > m_c [ 0 ] * pRHS - > m_c [ 0 ] + pLHS - > m_c [ 1 ] * pRHS - > m_c [ 1 ] + pLHS - > m_c [ 2 ] * pRHS - > m_c [ 2 ] + pLHS - > m_c [ 3 ] * pRHS - > m_c [ 3 ] ; }
static inline bc7enc_vec4F vec4F_mul ( const bc7enc_vec4F * pLHS , float s ) { bc7enc_vec4F res ; vec4F_set ( & res , pLHS - > m_c [ 0 ] * s , pLHS - > m_c [ 1 ] * s , pLHS - > m_c [ 2 ] * s , pLHS - > m_c [ 3 ] * s ) ; return res ; }
static inline bc7enc_vec4F * vec4F_normalize_in_place ( bc7enc_vec4F * pV ) { float s = pV - > m_c [ 0 ] * pV - > m_c [ 0 ] + pV - > m_c [ 1 ] * pV - > m_c [ 1 ] + pV - > m_c [ 2 ] * pV - > m_c [ 2 ] + pV - > m_c [ 3 ] * pV - > m_c [ 3 ] ; if ( s ! = 0.0f ) { s = 1.0f / sqrtf ( s ) ; pV - > m_c [ 0 ] * = s ; pV - > m_c [ 1 ] * = s ; pV - > m_c [ 2 ] * = s ; pV - > m_c [ 3 ] * = s ; } return pV ; }
// Precomputed weight constants used during least fit determination. For each entry in g_bc7_weights[]: w * w, (1.0f - w) * w, (1.0f - w) * (1.0f - w), w
const float g_bc7_weights1x [ 2 * 4 ] = { 0.000000f , 0.000000f , 1.000000f , 0.000000f , 1.000000f , 0.000000f , 0.000000f , 1.000000f } ;
const float g_bc7_weights2x [ 4 * 4 ] = { 0.000000f , 0.000000f , 1.000000f , 0.000000f , 0.107666f , 0.220459f , 0.451416f , 0.328125f , 0.451416f , 0.220459f , 0.107666f , 0.671875f , 1.000000f , 0.000000f , 0.000000f , 1.000000f } ;
const float g_bc7_weights3x [ 8 * 4 ] = { 0.000000f , 0.000000f , 1.000000f , 0.000000f , 0.019775f , 0.120850f , 0.738525f , 0.140625f , 0.079102f , 0.202148f , 0.516602f , 0.281250f , 0.177979f , 0.243896f , 0.334229f , 0.421875f , 0.334229f , 0.243896f , 0.177979f , 0.578125f , 0.516602f , 0.202148f ,
0.079102f , 0.718750f , 0.738525f , 0.120850f , 0.019775f , 0.859375f , 1.000000f , 0.000000f , 0.000000f , 1.000000f } ;
const float g_bc7_weights4x [ 16 * 4 ] = { 0.000000f , 0.000000f , 1.000000f , 0.000000f , 0.003906f , 0.058594f , 0.878906f , 0.062500f , 0.019775f , 0.120850f , 0.738525f , 0.140625f , 0.041260f , 0.161865f , 0.635010f , 0.203125f , 0.070557f , 0.195068f , 0.539307f , 0.265625f , 0.107666f , 0.220459f ,
0.451416f , 0.328125f , 0.165039f , 0.241211f , 0.352539f , 0.406250f , 0.219727f , 0.249023f , 0.282227f , 0.468750f , 0.282227f , 0.249023f , 0.219727f , 0.531250f , 0.352539f , 0.241211f , 0.165039f , 0.593750f , 0.451416f , 0.220459f , 0.107666f , 0.671875f , 0.539307f , 0.195068f , 0.070557f , 0.734375f ,
0.635010f , 0.161865f , 0.041260f , 0.796875f , 0.738525f , 0.120850f , 0.019775f , 0.859375f , 0.878906f , 0.058594f , 0.003906f , 0.937500f , 1.000000f , 0.000000f , 0.000000f , 1.000000f } ;
const float g_astc_weights4x [ 16 * 4 ] = { 0.000000f , 0.000000f , 1.000000f , 0.000000f , 0.003906f , 0.058594f , 0.878906f , 0.062500f , 0.015625f , 0.109375f , 0.765625f , 0.125000f , 0.035156f , 0.152344f , 0.660156f , 0.187500f , 0.070557f , 0.195068f , 0.539307f , 0.265625f , 0.107666f , 0.220459f ,
0.451416f , 0.328125f , 0.152588f , 0.238037f , 0.371338f , 0.390625f , 0.205322f , 0.247803f , 0.299072f , 0.453125f , 0.299072f , 0.247803f , 0.205322f , 0.546875f , 0.371338f , 0.238037f , 0.152588f , 0.609375f , 0.451416f , 0.220459f , 0.107666f , 0.671875f , 0.539307f , 0.195068f , 0.070557f , 0.734375f ,
0.660156f , 0.152344f , 0.035156f , 0.812500f , 0.765625f , 0.109375f , 0.015625f , 0.875000f , 0.878906f , 0.058594f , 0.003906f , 0.937500f , 1.000000f , 0.000000f , 0.000000f , 1.000000f } ;
const float g_astc_weights5x [ 32 * 4 ] = { 0.000000f , 0.000000f , 1.000000f , 0.000000f , 0.000977f , 0.030273f , 0.938477f , 0.031250f , 0.003906f , 0.058594f , 0.878906f , 0.062500f , 0.008789f , 0.084961f , 0.821289f ,
0.093750f , 0.015625f , 0.109375f , 0.765625f , 0.125000f , 0.024414f , 0.131836f , 0.711914f , 0.156250f , 0.035156f , 0.152344f , 0.660156f , 0.187500f , 0.047852f , 0.170898f , 0.610352f , 0.218750f , 0.062500f , 0.187500f ,
0.562500f , 0.250000f , 0.079102f , 0.202148f , 0.516602f , 0.281250f , 0.097656f , 0.214844f , 0.472656f , 0.312500f , 0.118164f , 0.225586f , 0.430664f , 0.343750f , 0.140625f , 0.234375f , 0.390625f , 0.375000f , 0.165039f ,
0.241211f , 0.352539f , 0.406250f , 0.191406f , 0.246094f , 0.316406f , 0.437500f , 0.219727f , 0.249023f , 0.282227f , 0.468750f , 0.282227f , 0.249023f , 0.219727f , 0.531250f , 0.316406f , 0.246094f , 0.191406f , 0.562500f ,
0.352539f , 0.241211f , 0.165039f , 0.593750f , 0.390625f , 0.234375f , 0.140625f , 0.625000f , 0.430664f , 0.225586f , 0.118164f , 0.656250f , 0.472656f , 0.214844f , 0.097656f , 0.687500f , 0.516602f , 0.202148f , 0.079102f ,
0.718750f , 0.562500f , 0.187500f , 0.062500f , 0.750000f , 0.610352f , 0.170898f , 0.047852f , 0.781250f , 0.660156f , 0.152344f , 0.035156f , 0.812500f , 0.711914f , 0.131836f , 0.024414f , 0.843750f , 0.765625f , 0.109375f ,
0.015625f , 0.875000f , 0.821289f , 0.084961f , 0.008789f , 0.906250f , 0.878906f , 0.058594f , 0.003906f , 0.937500f , 0.938477f , 0.030273f , 0.000977f , 0.968750f , 1.000000f , 0.000000f , 0.000000f , 1.000000f } ;
const float g_astc_weights_3levelsx [ 3 * 4 ] = {
0.000000f , 0.000000f , 1.000000f , 0.000000f ,
.5f * .5f , ( 1.0f - .5f ) * .5f , ( 1.0f - .5f ) * ( 1.0f - .5f ) , .5f ,
1.000000f , 0.000000f , 0.000000f , 1.000000f } ;
static endpoint_err g_bc7_mode_1_optimal_endpoints [ 256 ] [ 2 ] ; // [c][pbit]
static const uint32_t BC7ENC_MODE_1_OPTIMAL_INDEX = 2 ;
static endpoint_err g_astc_4bit_3bit_optimal_endpoints [ 256 ] ; // [c]
static const uint32_t BC7ENC_ASTC_4BIT_3BIT_OPTIMAL_INDEX = 2 ;
static endpoint_err g_astc_4bit_2bit_optimal_endpoints [ 256 ] ; // [c]
static const uint32_t BC7ENC_ASTC_4BIT_2BIT_OPTIMAL_INDEX = 1 ;
static endpoint_err g_astc_range7_2bit_optimal_endpoints [ 256 ] ; // [c]
static const uint32_t BC7ENC_ASTC_RANGE7_2BIT_OPTIMAL_INDEX = 1 ;
static endpoint_err g_astc_range13_4bit_optimal_endpoints [ 256 ] ; // [c]
static const uint32_t BC7ENC_ASTC_RANGE13_4BIT_OPTIMAL_INDEX = 2 ;
static endpoint_err g_astc_range13_2bit_optimal_endpoints [ 256 ] ; // [c]
static const uint32_t BC7ENC_ASTC_RANGE13_2BIT_OPTIMAL_INDEX = 1 ;
static endpoint_err g_astc_range11_5bit_optimal_endpoints [ 256 ] ; // [c]
static const uint32_t BC7ENC_ASTC_RANGE11_5BIT_OPTIMAL_INDEX = 13 ; // not 1, which is optimal, because 26 losslessly maps to BC7 4-bit weights
astc_quant_bin g_astc_sorted_order_unquant [ BC7ENC_TOTAL_ASTC_RANGES ] [ 256 ] ; // [sorted unquantized order]
static uint8_t g_astc_nearest_sorted_index [ BC7ENC_TOTAL_ASTC_RANGES ] [ 256 ] ;
static void astc_init ( )
{
for ( uint32_t range = 0 ; range < BC7ENC_TOTAL_ASTC_RANGES ; range + + )
{
if ( ! astc_is_valid_endpoint_range ( range ) )
continue ;
const uint32_t levels = astc_get_levels ( range ) ;
uint32_t vals [ 256 ] ;
// TODO
for ( uint32_t i = 0 ; i < levels ; i + + )
vals [ i ] = ( unquant_astc_endpoint_val ( i , range ) < < 8 ) | i ;
std : : sort ( vals , vals + levels ) ;
for ( uint32_t i = 0 ; i < levels ; i + + )
{
uint32_t order = vals [ i ] & 0xFF ;
uint32_t unq = vals [ i ] > > 8 ;
g_astc_sorted_order_unquant [ range ] [ i ] . m_unquant = ( uint8_t ) unq ;
g_astc_sorted_order_unquant [ range ] [ i ] . m_index = ( uint8_t ) order ;
} // i
#if 0
if ( g_astc_bise_range_table [ range ] [ 1 ] | | g_astc_bise_range_table [ range ] [ 2 ] )
{
printf ( " // Range: %u, Levels: %u, Bits: %u, Trits: %u, Quints: %u \n " , range , levels , g_astc_bise_range_table [ range ] [ 0 ] , g_astc_bise_range_table [ range ] [ 1 ] , g_astc_bise_range_table [ range ] [ 2 ] ) ;
printf ( " { " ) ;
for ( uint32_t i = 0 ; i < levels ; i + + )
{
printf ( " {%u,%u} " , g_astc_sorted_order_unquant [ range ] [ i ] . m_index , g_astc_sorted_order_unquant [ range ] [ i ] . m_unquant ) ;
if ( i ! = ( levels - 1 ) )
printf ( " , " ) ;
}
printf ( " } \n " ) ;
}
# endif
#if 0
if ( g_astc_bise_range_table [ range ] [ 1 ] | | g_astc_bise_range_table [ range ] [ 2 ] )
{
printf ( " // Range: %u, Levels: %u, Bits: %u, Trits: %u, Quints: %u \n " , range , levels , g_astc_bise_range_table [ range ] [ 0 ] , g_astc_bise_range_table [ range ] [ 1 ] , g_astc_bise_range_table [ range ] [ 2 ] ) ;
printf ( " { " ) ;
for ( uint32_t i = 0 ; i < levels ; i + + )
{
printf ( " {%u,%u} " , g_astc_unquant [ range ] [ i ] . m_index , g_astc_unquant [ range ] [ i ] . m_unquant ) ;
if ( i ! = ( levels - 1 ) )
printf ( " , " ) ;
}
printf ( " } \n " ) ;
}
# endif
for ( uint32_t i = 0 ; i < 256 ; i + + )
{
uint32_t best_index = 0 ;
int best_err = INT32_MAX ;
for ( uint32_t j = 0 ; j < levels ; j + + )
{
int err = g_astc_sorted_order_unquant [ range ] [ j ] . m_unquant - i ;
if ( err < 0 )
err = - err ;
if ( err < best_err )
{
best_err = err ;
best_index = j ;
}
}
g_astc_nearest_sorted_index [ range ] [ i ] = ( uint8_t ) best_index ;
} // i
} // range
}
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static inline uint32_t astc_interpolate_linear ( uint32_t l , uint32_t h , uint32_t w )
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{
l = ( l < < 8 ) | l ;
h = ( h < < 8 ) | h ;
uint32_t k = ( l * ( 64 - w ) + h * w + 32 ) > > 6 ;
return k > > 8 ;
}
// Initialize the lookup table used for optimal single color compression in mode 1. Must be called before encoding.
void bc7enc_compress_block_init ( )
{
astc_init ( ) ;
// BC7 666.1
for ( int c = 0 ; c < 256 ; c + + )
{
for ( uint32_t lp = 0 ; lp < 2 ; lp + + )
{
endpoint_err best ;
best . m_error = ( uint16_t ) UINT16_MAX ;
for ( uint32_t l = 0 ; l < 64 ; l + + )
{
uint32_t low = ( ( l < < 1 ) | lp ) < < 1 ;
low | = ( low > > 7 ) ;
for ( uint32_t h = 0 ; h < 64 ; h + + )
{
uint32_t high = ( ( h < < 1 ) | lp ) < < 1 ;
high | = ( high > > 7 ) ;
const int k = ( low * ( 64 - g_bc7_weights3 [ BC7ENC_MODE_1_OPTIMAL_INDEX ] ) + high * g_bc7_weights3 [ BC7ENC_MODE_1_OPTIMAL_INDEX ] + 32 ) > > 6 ;
const int err = ( k - c ) * ( k - c ) ;
if ( err < best . m_error )
{
best . m_error = ( uint16_t ) err ;
best . m_lo = ( uint8_t ) l ;
best . m_hi = ( uint8_t ) h ;
}
} // h
} // l
g_bc7_mode_1_optimal_endpoints [ c ] [ lp ] = best ;
} // lp
} // c
// ASTC [0,15] 3-bit
for ( int c = 0 ; c < 256 ; c + + )
{
endpoint_err best ;
best . m_error = ( uint16_t ) UINT16_MAX ;
for ( uint32_t l = 0 ; l < 16 ; l + + )
{
uint32_t low = ( l < < 4 ) | l ;
for ( uint32_t h = 0 ; h < 16 ; h + + )
{
uint32_t high = ( h < < 4 ) | h ;
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const int k = astc_interpolate_linear ( low , high , g_bc7_weights3 [ BC7ENC_ASTC_4BIT_3BIT_OPTIMAL_INDEX ] ) ;
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const int err = ( k - c ) * ( k - c ) ;
if ( err < best . m_error )
{
best . m_error = ( uint16_t ) err ;
best . m_lo = ( uint8_t ) l ;
best . m_hi = ( uint8_t ) h ;
}
} // h
} // l
g_astc_4bit_3bit_optimal_endpoints [ c ] = best ;
} // c
// ASTC [0,15] 2-bit
for ( int c = 0 ; c < 256 ; c + + )
{
endpoint_err best ;
best . m_error = ( uint16_t ) UINT16_MAX ;
for ( uint32_t l = 0 ; l < 16 ; l + + )
{
uint32_t low = ( l < < 4 ) | l ;
for ( uint32_t h = 0 ; h < 16 ; h + + )
{
uint32_t high = ( h < < 4 ) | h ;
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const int k = astc_interpolate_linear ( low , high , g_bc7_weights2 [ BC7ENC_ASTC_4BIT_2BIT_OPTIMAL_INDEX ] ) ;
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const int err = ( k - c ) * ( k - c ) ;
if ( err < best . m_error )
{
best . m_error = ( uint16_t ) err ;
best . m_lo = ( uint8_t ) l ;
best . m_hi = ( uint8_t ) h ;
}
} // h
} // l
g_astc_4bit_2bit_optimal_endpoints [ c ] = best ;
} // c
// ASTC range 7 [0,11] 2-bit
for ( int c = 0 ; c < 256 ; c + + )
{
endpoint_err best ;
best . m_error = ( uint16_t ) UINT16_MAX ;
for ( uint32_t l = 0 ; l < 12 ; l + + )
{
uint32_t low = g_astc_sorted_order_unquant [ 7 ] [ l ] . m_unquant ;
for ( uint32_t h = 0 ; h < 12 ; h + + )
{
uint32_t high = g_astc_sorted_order_unquant [ 7 ] [ h ] . m_unquant ;
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const int k = astc_interpolate_linear ( low , high , g_bc7_weights2 [ BC7ENC_ASTC_RANGE7_2BIT_OPTIMAL_INDEX ] ) ;
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const int err = ( k - c ) * ( k - c ) ;
if ( err < best . m_error )
{
best . m_error = ( uint16_t ) err ;
best . m_lo = ( uint8_t ) l ;
best . m_hi = ( uint8_t ) h ;
}
} // h
} // l
g_astc_range7_2bit_optimal_endpoints [ c ] = best ;
} // c
// ASTC range 13 [0,47] 4-bit
for ( int c = 0 ; c < 256 ; c + + )
{
endpoint_err best ;
best . m_error = ( uint16_t ) UINT16_MAX ;
for ( uint32_t l = 0 ; l < 48 ; l + + )
{
uint32_t low = g_astc_sorted_order_unquant [ 13 ] [ l ] . m_unquant ;
for ( uint32_t h = 0 ; h < 48 ; h + + )
{
uint32_t high = g_astc_sorted_order_unquant [ 13 ] [ h ] . m_unquant ;
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const int k = astc_interpolate_linear ( low , high , g_astc_weights4 [ BC7ENC_ASTC_RANGE13_4BIT_OPTIMAL_INDEX ] ) ;
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const int err = ( k - c ) * ( k - c ) ;
if ( err < best . m_error )
{
best . m_error = ( uint16_t ) err ;
best . m_lo = ( uint8_t ) l ;
best . m_hi = ( uint8_t ) h ;
}
} // h
} // l
g_astc_range13_4bit_optimal_endpoints [ c ] = best ;
} // c
// ASTC range 13 [0,47] 2-bit
for ( int c = 0 ; c < 256 ; c + + )
{
endpoint_err best ;
best . m_error = ( uint16_t ) UINT16_MAX ;
for ( uint32_t l = 0 ; l < 48 ; l + + )
{
uint32_t low = g_astc_sorted_order_unquant [ 13 ] [ l ] . m_unquant ;
for ( uint32_t h = 0 ; h < 48 ; h + + )
{
uint32_t high = g_astc_sorted_order_unquant [ 13 ] [ h ] . m_unquant ;
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const int k = astc_interpolate_linear ( low , high , g_bc7_weights2 [ BC7ENC_ASTC_RANGE13_2BIT_OPTIMAL_INDEX ] ) ;
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const int err = ( k - c ) * ( k - c ) ;
if ( err < best . m_error )
{
best . m_error = ( uint16_t ) err ;
best . m_lo = ( uint8_t ) l ;
best . m_hi = ( uint8_t ) h ;
}
} // h
} // l
g_astc_range13_2bit_optimal_endpoints [ c ] = best ;
} // c
// ASTC range 11 [0,31] 5-bit
for ( int c = 0 ; c < 256 ; c + + )
{
endpoint_err best ;
best . m_error = ( uint16_t ) UINT16_MAX ;
for ( uint32_t l = 0 ; l < 32 ; l + + )
{
uint32_t low = g_astc_sorted_order_unquant [ 11 ] [ l ] . m_unquant ;
for ( uint32_t h = 0 ; h < 32 ; h + + )
{
uint32_t high = g_astc_sorted_order_unquant [ 11 ] [ h ] . m_unquant ;
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const int k = astc_interpolate_linear ( low , high , g_astc_weights5 [ BC7ENC_ASTC_RANGE11_5BIT_OPTIMAL_INDEX ] ) ;
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const int err = ( k - c ) * ( k - c ) ;
if ( err < best . m_error )
{
best . m_error = ( uint16_t ) err ;
best . m_lo = ( uint8_t ) l ;
best . m_hi = ( uint8_t ) h ;
}
} // h
} // l
g_astc_range11_5bit_optimal_endpoints [ c ] = best ;
} // c
}
static void compute_least_squares_endpoints_rgba ( uint32_t N , const uint8_t * pSelectors , const bc7enc_vec4F * pSelector_weights , bc7enc_vec4F * pXl , bc7enc_vec4F * pXh , const color_quad_u8 * pColors )
{
// Least squares using normal equations: http://www.cs.cornell.edu/~bindel/class/cs3220-s12/notes/lec10.pdf
// I did this in matrix form first, expanded out all the ops, then optimized it a bit.
double z00 = 0.0f , z01 = 0.0f , z10 = 0.0f , z11 = 0.0f ;
double q00_r = 0.0f , q10_r = 0.0f , t_r = 0.0f ;
double q00_g = 0.0f , q10_g = 0.0f , t_g = 0.0f ;
double q00_b = 0.0f , q10_b = 0.0f , t_b = 0.0f ;
double q00_a = 0.0f , q10_a = 0.0f , t_a = 0.0f ;
for ( uint32_t i = 0 ; i < N ; i + + )
{
const uint32_t sel = pSelectors [ i ] ;
z00 + = pSelector_weights [ sel ] . m_c [ 0 ] ;
z10 + = pSelector_weights [ sel ] . m_c [ 1 ] ;
z11 + = pSelector_weights [ sel ] . m_c [ 2 ] ;
float w = pSelector_weights [ sel ] . m_c [ 3 ] ;
q00_r + = w * pColors [ i ] . m_c [ 0 ] ; t_r + = pColors [ i ] . m_c [ 0 ] ;
q00_g + = w * pColors [ i ] . m_c [ 1 ] ; t_g + = pColors [ i ] . m_c [ 1 ] ;
q00_b + = w * pColors [ i ] . m_c [ 2 ] ; t_b + = pColors [ i ] . m_c [ 2 ] ;
q00_a + = w * pColors [ i ] . m_c [ 3 ] ; t_a + = pColors [ i ] . m_c [ 3 ] ;
}
q10_r = t_r - q00_r ;
q10_g = t_g - q00_g ;
q10_b = t_b - q00_b ;
q10_a = t_a - q00_a ;
z01 = z10 ;
double det = z00 * z11 - z01 * z10 ;
if ( det ! = 0.0f )
det = 1.0f / det ;
double iz00 , iz01 , iz10 , iz11 ;
iz00 = z11 * det ;
iz01 = - z01 * det ;
iz10 = - z10 * det ;
iz11 = z00 * det ;
pXl - > m_c [ 0 ] = ( float ) ( iz00 * q00_r + iz01 * q10_r ) ; pXh - > m_c [ 0 ] = ( float ) ( iz10 * q00_r + iz11 * q10_r ) ;
pXl - > m_c [ 1 ] = ( float ) ( iz00 * q00_g + iz01 * q10_g ) ; pXh - > m_c [ 1 ] = ( float ) ( iz10 * q00_g + iz11 * q10_g ) ;
pXl - > m_c [ 2 ] = ( float ) ( iz00 * q00_b + iz01 * q10_b ) ; pXh - > m_c [ 2 ] = ( float ) ( iz10 * q00_b + iz11 * q10_b ) ;
pXl - > m_c [ 3 ] = ( float ) ( iz00 * q00_a + iz01 * q10_a ) ; pXh - > m_c [ 3 ] = ( float ) ( iz10 * q00_a + iz11 * q10_a ) ;
for ( uint32_t c = 0 ; c < 4 ; c + + )
{
if ( ( pXl - > m_c [ c ] < 0.0f ) | | ( pXh - > m_c [ c ] > 255.0f ) )
{
uint32_t lo_v = UINT32_MAX , hi_v = 0 ;
for ( uint32_t i = 0 ; i < N ; i + + )
{
lo_v = minimumu ( lo_v , pColors [ i ] . m_c [ c ] ) ;
hi_v = maximumu ( hi_v , pColors [ i ] . m_c [ c ] ) ;
}
if ( lo_v = = hi_v )
{
pXl - > m_c [ c ] = ( float ) lo_v ;
pXh - > m_c [ c ] = ( float ) hi_v ;
}
}
}
}
static void compute_least_squares_endpoints_rgb ( uint32_t N , const uint8_t * pSelectors , const bc7enc_vec4F * pSelector_weights , bc7enc_vec4F * pXl , bc7enc_vec4F * pXh , const color_quad_u8 * pColors )
{
double z00 = 0.0f , z01 = 0.0f , z10 = 0.0f , z11 = 0.0f ;
double q00_r = 0.0f , q10_r = 0.0f , t_r = 0.0f ;
double q00_g = 0.0f , q10_g = 0.0f , t_g = 0.0f ;
double q00_b = 0.0f , q10_b = 0.0f , t_b = 0.0f ;
for ( uint32_t i = 0 ; i < N ; i + + )
{
const uint32_t sel = pSelectors [ i ] ;
z00 + = pSelector_weights [ sel ] . m_c [ 0 ] ;
z10 + = pSelector_weights [ sel ] . m_c [ 1 ] ;
z11 + = pSelector_weights [ sel ] . m_c [ 2 ] ;
float w = pSelector_weights [ sel ] . m_c [ 3 ] ;
q00_r + = w * pColors [ i ] . m_c [ 0 ] ; t_r + = pColors [ i ] . m_c [ 0 ] ;
q00_g + = w * pColors [ i ] . m_c [ 1 ] ; t_g + = pColors [ i ] . m_c [ 1 ] ;
q00_b + = w * pColors [ i ] . m_c [ 2 ] ; t_b + = pColors [ i ] . m_c [ 2 ] ;
}
q10_r = t_r - q00_r ;
q10_g = t_g - q00_g ;
q10_b = t_b - q00_b ;
z01 = z10 ;
double det = z00 * z11 - z01 * z10 ;
if ( det ! = 0.0f )
det = 1.0f / det ;
double iz00 , iz01 , iz10 , iz11 ;
iz00 = z11 * det ;
iz01 = - z01 * det ;
iz10 = - z10 * det ;
iz11 = z00 * det ;
pXl - > m_c [ 0 ] = ( float ) ( iz00 * q00_r + iz01 * q10_r ) ; pXh - > m_c [ 0 ] = ( float ) ( iz10 * q00_r + iz11 * q10_r ) ;
pXl - > m_c [ 1 ] = ( float ) ( iz00 * q00_g + iz01 * q10_g ) ; pXh - > m_c [ 1 ] = ( float ) ( iz10 * q00_g + iz11 * q10_g ) ;
pXl - > m_c [ 2 ] = ( float ) ( iz00 * q00_b + iz01 * q10_b ) ; pXh - > m_c [ 2 ] = ( float ) ( iz10 * q00_b + iz11 * q10_b ) ;
pXl - > m_c [ 3 ] = 255.0f ; pXh - > m_c [ 3 ] = 255.0f ;
for ( uint32_t c = 0 ; c < 3 ; c + + )
{
if ( ( pXl - > m_c [ c ] < 0.0f ) | | ( pXh - > m_c [ c ] > 255.0f ) )
{
uint32_t lo_v = UINT32_MAX , hi_v = 0 ;
for ( uint32_t i = 0 ; i < N ; i + + )
{
lo_v = minimumu ( lo_v , pColors [ i ] . m_c [ c ] ) ;
hi_v = maximumu ( hi_v , pColors [ i ] . m_c [ c ] ) ;
}
if ( lo_v = = hi_v )
{
pXl - > m_c [ c ] = ( float ) lo_v ;
pXh - > m_c [ c ] = ( float ) hi_v ;
}
}
}
}
static inline color_quad_u8 scale_color ( const color_quad_u8 * pC , const color_cell_compressor_params * pParams )
{
color_quad_u8 results ;
if ( pParams - > m_astc_endpoint_range )
{
for ( uint32_t i = 0 ; i < 4 ; i + + )
{
results . m_c [ i ] = g_astc_sorted_order_unquant [ pParams - > m_astc_endpoint_range ] [ pC - > m_c [ i ] ] . m_unquant ;
}
}
else
{
const uint32_t n = pParams - > m_comp_bits + ( pParams - > m_has_pbits ? 1 : 0 ) ;
assert ( ( n > = 4 ) & & ( n < = 8 ) ) ;
for ( uint32_t i = 0 ; i < 4 ; i + + )
{
uint32_t v = pC - > m_c [ i ] < < ( 8 - n ) ;
v | = ( v > > n ) ;
assert ( v < = 255 ) ;
results . m_c [ i ] = ( uint8_t ) ( v ) ;
}
}
return results ;
}
static inline uint64_t compute_color_distance_rgb ( const color_quad_u8 * pE1 , const color_quad_u8 * pE2 , bc7enc_bool perceptual , const uint32_t weights [ 4 ] )
{
int dr , dg , db ;
if ( perceptual )
{
const int l1 = pE1 - > m_c [ 0 ] * 109 + pE1 - > m_c [ 1 ] * 366 + pE1 - > m_c [ 2 ] * 37 ;
const int cr1 = ( ( int ) pE1 - > m_c [ 0 ] < < 9 ) - l1 ;
const int cb1 = ( ( int ) pE1 - > m_c [ 2 ] < < 9 ) - l1 ;
const int l2 = pE2 - > m_c [ 0 ] * 109 + pE2 - > m_c [ 1 ] * 366 + pE2 - > m_c [ 2 ] * 37 ;
const int cr2 = ( ( int ) pE2 - > m_c [ 0 ] < < 9 ) - l2 ;
const int cb2 = ( ( int ) pE2 - > m_c [ 2 ] < < 9 ) - l2 ;
dr = ( l1 - l2 ) > > 8 ;
dg = ( cr1 - cr2 ) > > 8 ;
db = ( cb1 - cb2 ) > > 8 ;
}
else
{
dr = ( int ) pE1 - > m_c [ 0 ] - ( int ) pE2 - > m_c [ 0 ] ;
dg = ( int ) pE1 - > m_c [ 1 ] - ( int ) pE2 - > m_c [ 1 ] ;
db = ( int ) pE1 - > m_c [ 2 ] - ( int ) pE2 - > m_c [ 2 ] ;
}
return weights [ 0 ] * ( uint32_t ) ( dr * dr ) + weights [ 1 ] * ( uint32_t ) ( dg * dg ) + weights [ 2 ] * ( uint32_t ) ( db * db ) ;
}
static inline uint64_t compute_color_distance_rgba ( const color_quad_u8 * pE1 , const color_quad_u8 * pE2 , bc7enc_bool perceptual , const uint32_t weights [ 4 ] )
{
int da = ( int ) pE1 - > m_c [ 3 ] - ( int ) pE2 - > m_c [ 3 ] ;
return compute_color_distance_rgb ( pE1 , pE2 , perceptual , weights ) + ( weights [ 3 ] * ( uint32_t ) ( da * da ) ) ;
}
static uint64_t pack_mode1_to_one_color ( const color_cell_compressor_params * pParams , color_cell_compressor_results * pResults , uint32_t r , uint32_t g , uint32_t b , uint8_t * pSelectors )
{
uint32_t best_err = UINT_MAX ;
uint32_t best_p = 0 ;
for ( uint32_t p = 0 ; p < 2 ; p + + )
{
uint32_t err = g_bc7_mode_1_optimal_endpoints [ r ] [ p ] . m_error + g_bc7_mode_1_optimal_endpoints [ g ] [ p ] . m_error + g_bc7_mode_1_optimal_endpoints [ b ] [ p ] . m_error ;
if ( err < best_err )
{
best_err = err ;
best_p = p ;
}
}
const endpoint_err * pEr = & g_bc7_mode_1_optimal_endpoints [ r ] [ best_p ] ;
const endpoint_err * pEg = & g_bc7_mode_1_optimal_endpoints [ g ] [ best_p ] ;
const endpoint_err * pEb = & g_bc7_mode_1_optimal_endpoints [ b ] [ best_p ] ;
color_quad_u8_set ( & pResults - > m_low_endpoint , pEr - > m_lo , pEg - > m_lo , pEb - > m_lo , 0 ) ;
color_quad_u8_set ( & pResults - > m_high_endpoint , pEr - > m_hi , pEg - > m_hi , pEb - > m_hi , 0 ) ;
pResults - > m_pbits [ 0 ] = best_p ;
pResults - > m_pbits [ 1 ] = 0 ;
memset ( pSelectors , BC7ENC_MODE_1_OPTIMAL_INDEX , pParams - > m_num_pixels ) ;
color_quad_u8 p ;
for ( uint32_t i = 0 ; i < 3 ; i + + )
{
uint32_t low = ( ( pResults - > m_low_endpoint . m_c [ i ] < < 1 ) | pResults - > m_pbits [ 0 ] ) < < 1 ;
low | = ( low > > 7 ) ;
uint32_t high = ( ( pResults - > m_high_endpoint . m_c [ i ] < < 1 ) | pResults - > m_pbits [ 0 ] ) < < 1 ;
high | = ( high > > 7 ) ;
p . m_c [ i ] = ( uint8_t ) ( ( low * ( 64 - g_bc7_weights3 [ BC7ENC_MODE_1_OPTIMAL_INDEX ] ) + high * g_bc7_weights3 [ BC7ENC_MODE_1_OPTIMAL_INDEX ] + 32 ) > > 6 ) ;
}
p . m_c [ 3 ] = 255 ;
uint64_t total_err = 0 ;
for ( uint32_t i = 0 ; i < pParams - > m_num_pixels ; i + + )
total_err + = compute_color_distance_rgb ( & p , & pParams - > m_pPixels [ i ] , pParams - > m_perceptual , pParams - > m_weights ) ;
pResults - > m_best_overall_err = total_err ;
return total_err ;
}
static uint64_t pack_astc_4bit_3bit_to_one_color ( const color_cell_compressor_params * pParams , color_cell_compressor_results * pResults , uint32_t r , uint32_t g , uint32_t b , uint8_t * pSelectors )
{
const endpoint_err * pEr = & g_astc_4bit_3bit_optimal_endpoints [ r ] ;
const endpoint_err * pEg = & g_astc_4bit_3bit_optimal_endpoints [ g ] ;
const endpoint_err * pEb = & g_astc_4bit_3bit_optimal_endpoints [ b ] ;
color_quad_u8_set ( & pResults - > m_low_endpoint , pEr - > m_lo , pEg - > m_lo , pEb - > m_lo , 0 ) ;
color_quad_u8_set ( & pResults - > m_high_endpoint , pEr - > m_hi , pEg - > m_hi , pEb - > m_hi , 0 ) ;
pResults - > m_pbits [ 0 ] = 0 ;
pResults - > m_pbits [ 1 ] = 0 ;
for ( uint32_t i = 0 ; i < 4 ; i + + )
{
pResults - > m_astc_low_endpoint . m_c [ i ] = g_astc_sorted_order_unquant [ pParams - > m_astc_endpoint_range ] [ pResults - > m_low_endpoint . m_c [ i ] ] . m_index ;
pResults - > m_astc_high_endpoint . m_c [ i ] = g_astc_sorted_order_unquant [ pParams - > m_astc_endpoint_range ] [ pResults - > m_high_endpoint . m_c [ i ] ] . m_index ;
}
memset ( pSelectors , BC7ENC_ASTC_4BIT_3BIT_OPTIMAL_INDEX , pParams - > m_num_pixels ) ;
color_quad_u8 p ;
for ( uint32_t i = 0 ; i < 3 ; i + + )
{
uint32_t low = ( pResults - > m_low_endpoint . m_c [ i ] < < 4 ) | pResults - > m_low_endpoint . m_c [ i ] ;
uint32_t high = ( pResults - > m_high_endpoint . m_c [ i ] < < 4 ) | pResults - > m_high_endpoint . m_c [ i ] ;
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p . m_c [ i ] = ( uint8_t ) astc_interpolate_linear ( low , high , g_bc7_weights3 [ BC7ENC_ASTC_4BIT_3BIT_OPTIMAL_INDEX ] ) ;
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}
p . m_c [ 3 ] = 255 ;
uint64_t total_err = 0 ;
for ( uint32_t i = 0 ; i < pParams - > m_num_pixels ; i + + )
total_err + = compute_color_distance_rgb ( & p , & pParams - > m_pPixels [ i ] , pParams - > m_perceptual , pParams - > m_weights ) ;
pResults - > m_best_overall_err = total_err ;
return total_err ;
}
static uint64_t pack_astc_4bit_2bit_to_one_color_rgba ( const color_cell_compressor_params * pParams , color_cell_compressor_results * pResults , uint32_t r , uint32_t g , uint32_t b , uint32_t a , uint8_t * pSelectors )
{
const endpoint_err * pEr = & g_astc_4bit_2bit_optimal_endpoints [ r ] ;
const endpoint_err * pEg = & g_astc_4bit_2bit_optimal_endpoints [ g ] ;
const endpoint_err * pEb = & g_astc_4bit_2bit_optimal_endpoints [ b ] ;
const endpoint_err * pEa = & g_astc_4bit_2bit_optimal_endpoints [ a ] ;
color_quad_u8_set ( & pResults - > m_low_endpoint , pEr - > m_lo , pEg - > m_lo , pEb - > m_lo , pEa - > m_lo ) ;
color_quad_u8_set ( & pResults - > m_high_endpoint , pEr - > m_hi , pEg - > m_hi , pEb - > m_hi , pEa - > m_hi ) ;
pResults - > m_pbits [ 0 ] = 0 ;
pResults - > m_pbits [ 1 ] = 0 ;
for ( uint32_t i = 0 ; i < 4 ; i + + )
{
pResults - > m_astc_low_endpoint . m_c [ i ] = g_astc_sorted_order_unquant [ pParams - > m_astc_endpoint_range ] [ pResults - > m_low_endpoint . m_c [ i ] ] . m_index ;
pResults - > m_astc_high_endpoint . m_c [ i ] = g_astc_sorted_order_unquant [ pParams - > m_astc_endpoint_range ] [ pResults - > m_high_endpoint . m_c [ i ] ] . m_index ;
}
memset ( pSelectors , BC7ENC_ASTC_4BIT_2BIT_OPTIMAL_INDEX , pParams - > m_num_pixels ) ;
color_quad_u8 p ;
for ( uint32_t i = 0 ; i < 4 ; i + + )
{
uint32_t low = ( pResults - > m_low_endpoint . m_c [ i ] < < 4 ) | pResults - > m_low_endpoint . m_c [ i ] ;
uint32_t high = ( pResults - > m_high_endpoint . m_c [ i ] < < 4 ) | pResults - > m_high_endpoint . m_c [ i ] ;
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p . m_c [ i ] = ( uint8_t ) astc_interpolate_linear ( low , high , g_bc7_weights2 [ BC7ENC_ASTC_4BIT_2BIT_OPTIMAL_INDEX ] ) ;
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}
uint64_t total_err = 0 ;
for ( uint32_t i = 0 ; i < pParams - > m_num_pixels ; i + + )
total_err + = compute_color_distance_rgba ( & p , & pParams - > m_pPixels [ i ] , pParams - > m_perceptual , pParams - > m_weights ) ;
pResults - > m_best_overall_err = total_err ;
return total_err ;
}
static uint64_t pack_astc_range7_2bit_to_one_color ( const color_cell_compressor_params * pParams , color_cell_compressor_results * pResults , uint32_t r , uint32_t g , uint32_t b , uint8_t * pSelectors )
{
assert ( pParams - > m_astc_endpoint_range = = 7 & & pParams - > m_num_selector_weights = = 4 ) ;
const endpoint_err * pEr = & g_astc_range7_2bit_optimal_endpoints [ r ] ;
const endpoint_err * pEg = & g_astc_range7_2bit_optimal_endpoints [ g ] ;
const endpoint_err * pEb = & g_astc_range7_2bit_optimal_endpoints [ b ] ;
color_quad_u8_set ( & pResults - > m_low_endpoint , pEr - > m_lo , pEg - > m_lo , pEb - > m_lo , 0 ) ;
color_quad_u8_set ( & pResults - > m_high_endpoint , pEr - > m_hi , pEg - > m_hi , pEb - > m_hi , 0 ) ;
pResults - > m_pbits [ 0 ] = 0 ;
pResults - > m_pbits [ 1 ] = 0 ;
for ( uint32_t i = 0 ; i < 4 ; i + + )
{
pResults - > m_astc_low_endpoint . m_c [ i ] = g_astc_sorted_order_unquant [ pParams - > m_astc_endpoint_range ] [ pResults - > m_low_endpoint . m_c [ i ] ] . m_index ;
pResults - > m_astc_high_endpoint . m_c [ i ] = g_astc_sorted_order_unquant [ pParams - > m_astc_endpoint_range ] [ pResults - > m_high_endpoint . m_c [ i ] ] . m_index ;
}
memset ( pSelectors , BC7ENC_ASTC_RANGE7_2BIT_OPTIMAL_INDEX , pParams - > m_num_pixels ) ;
color_quad_u8 p ;
for ( uint32_t i = 0 ; i < 3 ; i + + )
{
uint32_t low = g_astc_sorted_order_unquant [ 7 ] [ pResults - > m_low_endpoint . m_c [ i ] ] . m_unquant ;
uint32_t high = g_astc_sorted_order_unquant [ 7 ] [ pResults - > m_high_endpoint . m_c [ i ] ] . m_unquant ;
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p . m_c [ i ] = ( uint8_t ) astc_interpolate_linear ( low , high , g_bc7_weights2 [ BC7ENC_ASTC_RANGE7_2BIT_OPTIMAL_INDEX ] ) ;
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}
p . m_c [ 3 ] = 255 ;
uint64_t total_err = 0 ;
for ( uint32_t i = 0 ; i < pParams - > m_num_pixels ; i + + )
total_err + = compute_color_distance_rgb ( & p , & pParams - > m_pPixels [ i ] , pParams - > m_perceptual , pParams - > m_weights ) ;
pResults - > m_best_overall_err = total_err ;
return total_err ;
}
static uint64_t pack_astc_range13_2bit_to_one_color ( const color_cell_compressor_params * pParams , color_cell_compressor_results * pResults , uint32_t r , uint32_t g , uint32_t b , uint8_t * pSelectors )
{
assert ( pParams - > m_astc_endpoint_range = = 13 & & pParams - > m_num_selector_weights = = 4 & & ! pParams - > m_has_alpha ) ;
const endpoint_err * pEr = & g_astc_range13_2bit_optimal_endpoints [ r ] ;
const endpoint_err * pEg = & g_astc_range13_2bit_optimal_endpoints [ g ] ;
const endpoint_err * pEb = & g_astc_range13_2bit_optimal_endpoints [ b ] ;
color_quad_u8_set ( & pResults - > m_low_endpoint , pEr - > m_lo , pEg - > m_lo , pEb - > m_lo , 47 ) ;
color_quad_u8_set ( & pResults - > m_high_endpoint , pEr - > m_hi , pEg - > m_hi , pEb - > m_hi , 47 ) ;
pResults - > m_pbits [ 0 ] = 0 ;
pResults - > m_pbits [ 1 ] = 0 ;
for ( uint32_t i = 0 ; i < 4 ; i + + )
{
pResults - > m_astc_low_endpoint . m_c [ i ] = g_astc_sorted_order_unquant [ pParams - > m_astc_endpoint_range ] [ pResults - > m_low_endpoint . m_c [ i ] ] . m_index ;
pResults - > m_astc_high_endpoint . m_c [ i ] = g_astc_sorted_order_unquant [ pParams - > m_astc_endpoint_range ] [ pResults - > m_high_endpoint . m_c [ i ] ] . m_index ;
}
memset ( pSelectors , BC7ENC_ASTC_RANGE13_2BIT_OPTIMAL_INDEX , pParams - > m_num_pixels ) ;
color_quad_u8 p ;
for ( uint32_t i = 0 ; i < 4 ; i + + )
{
uint32_t low = g_astc_sorted_order_unquant [ 13 ] [ pResults - > m_low_endpoint . m_c [ i ] ] . m_unquant ;
uint32_t high = g_astc_sorted_order_unquant [ 13 ] [ pResults - > m_high_endpoint . m_c [ i ] ] . m_unquant ;
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p . m_c [ i ] = ( uint8_t ) astc_interpolate_linear ( low , high , g_bc7_weights2 [ BC7ENC_ASTC_RANGE13_2BIT_OPTIMAL_INDEX ] ) ;
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}
uint64_t total_err = 0 ;
for ( uint32_t i = 0 ; i < pParams - > m_num_pixels ; i + + )
total_err + = compute_color_distance_rgb ( & p , & pParams - > m_pPixels [ i ] , pParams - > m_perceptual , pParams - > m_weights ) ;
pResults - > m_best_overall_err = total_err ;
return total_err ;
}
static uint64_t pack_astc_range11_5bit_to_one_color ( const color_cell_compressor_params * pParams , color_cell_compressor_results * pResults , uint32_t r , uint32_t g , uint32_t b , uint8_t * pSelectors )
{
assert ( pParams - > m_astc_endpoint_range = = 11 & & pParams - > m_num_selector_weights = = 32 & & ! pParams - > m_has_alpha ) ;
const endpoint_err * pEr = & g_astc_range11_5bit_optimal_endpoints [ r ] ;
const endpoint_err * pEg = & g_astc_range11_5bit_optimal_endpoints [ g ] ;
const endpoint_err * pEb = & g_astc_range11_5bit_optimal_endpoints [ b ] ;
color_quad_u8_set ( & pResults - > m_low_endpoint , pEr - > m_lo , pEg - > m_lo , pEb - > m_lo , 31 ) ;
color_quad_u8_set ( & pResults - > m_high_endpoint , pEr - > m_hi , pEg - > m_hi , pEb - > m_hi , 31 ) ;
pResults - > m_pbits [ 0 ] = 0 ;
pResults - > m_pbits [ 1 ] = 0 ;
for ( uint32_t i = 0 ; i < 4 ; i + + )
{
pResults - > m_astc_low_endpoint . m_c [ i ] = g_astc_sorted_order_unquant [ pParams - > m_astc_endpoint_range ] [ pResults - > m_low_endpoint . m_c [ i ] ] . m_index ;
pResults - > m_astc_high_endpoint . m_c [ i ] = g_astc_sorted_order_unquant [ pParams - > m_astc_endpoint_range ] [ pResults - > m_high_endpoint . m_c [ i ] ] . m_index ;
}
memset ( pSelectors , BC7ENC_ASTC_RANGE11_5BIT_OPTIMAL_INDEX , pParams - > m_num_pixels ) ;
color_quad_u8 p ;
for ( uint32_t i = 0 ; i < 4 ; i + + )
{
uint32_t low = g_astc_sorted_order_unquant [ 11 ] [ pResults - > m_low_endpoint . m_c [ i ] ] . m_unquant ;
uint32_t high = g_astc_sorted_order_unquant [ 11 ] [ pResults - > m_high_endpoint . m_c [ i ] ] . m_unquant ;
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p . m_c [ i ] = ( uint8_t ) astc_interpolate_linear ( low , high , g_astc_weights5 [ BC7ENC_ASTC_RANGE11_5BIT_OPTIMAL_INDEX ] ) ;
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}
uint64_t total_err = 0 ;
for ( uint32_t i = 0 ; i < pParams - > m_num_pixels ; i + + )
total_err + = compute_color_distance_rgb ( & p , & pParams - > m_pPixels [ i ] , pParams - > m_perceptual , pParams - > m_weights ) ;
pResults - > m_best_overall_err = total_err ;
return total_err ;
}
static uint64_t evaluate_solution ( const color_quad_u8 * pLow , const color_quad_u8 * pHigh , const uint32_t pbits [ 2 ] , const color_cell_compressor_params * pParams , color_cell_compressor_results * pResults )
{
color_quad_u8 quantMinColor = * pLow ;
color_quad_u8 quantMaxColor = * pHigh ;
if ( pParams - > m_has_pbits )
{
uint32_t minPBit , maxPBit ;
if ( pParams - > m_endpoints_share_pbit )
maxPBit = minPBit = pbits [ 0 ] ;
else
{
minPBit = pbits [ 0 ] ;
maxPBit = pbits [ 1 ] ;
}
quantMinColor . m_c [ 0 ] = ( uint8_t ) ( ( pLow - > m_c [ 0 ] < < 1 ) | minPBit ) ;
quantMinColor . m_c [ 1 ] = ( uint8_t ) ( ( pLow - > m_c [ 1 ] < < 1 ) | minPBit ) ;
quantMinColor . m_c [ 2 ] = ( uint8_t ) ( ( pLow - > m_c [ 2 ] < < 1 ) | minPBit ) ;
quantMinColor . m_c [ 3 ] = ( uint8_t ) ( ( pLow - > m_c [ 3 ] < < 1 ) | minPBit ) ;
quantMaxColor . m_c [ 0 ] = ( uint8_t ) ( ( pHigh - > m_c [ 0 ] < < 1 ) | maxPBit ) ;
quantMaxColor . m_c [ 1 ] = ( uint8_t ) ( ( pHigh - > m_c [ 1 ] < < 1 ) | maxPBit ) ;
quantMaxColor . m_c [ 2 ] = ( uint8_t ) ( ( pHigh - > m_c [ 2 ] < < 1 ) | maxPBit ) ;
quantMaxColor . m_c [ 3 ] = ( uint8_t ) ( ( pHigh - > m_c [ 3 ] < < 1 ) | maxPBit ) ;
}
color_quad_u8 actualMinColor = scale_color ( & quantMinColor , pParams ) ;
color_quad_u8 actualMaxColor = scale_color ( & quantMaxColor , pParams ) ;
const uint32_t N = pParams - > m_num_selector_weights ;
assert ( N > = 1 & & N < = 32 ) ;
color_quad_u8 weightedColors [ 32 ] ;
weightedColors [ 0 ] = actualMinColor ;
weightedColors [ N - 1 ] = actualMaxColor ;
const uint32_t nc = pParams - > m_has_alpha ? 4 : 3 ;
if ( pParams - > m_astc_endpoint_range )
{
for ( uint32_t i = 1 ; i < ( N - 1 ) ; i + + )
{
for ( uint32_t j = 0 ; j < nc ; j + + )
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weightedColors [ i ] . m_c [ j ] = ( uint8_t ) ( astc_interpolate_linear ( actualMinColor . m_c [ j ] , actualMaxColor . m_c [ j ] , pParams - > m_pSelector_weights [ i ] ) ) ;
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}
}
else
{
for ( uint32_t i = 1 ; i < ( N - 1 ) ; i + + )
for ( uint32_t j = 0 ; j < nc ; j + + )
weightedColors [ i ] . m_c [ j ] = ( uint8_t ) ( ( actualMinColor . m_c [ j ] * ( 64 - pParams - > m_pSelector_weights [ i ] ) + actualMaxColor . m_c [ j ] * pParams - > m_pSelector_weights [ i ] + 32 ) > > 6 ) ;
}
const int lr = actualMinColor . m_c [ 0 ] ;
const int lg = actualMinColor . m_c [ 1 ] ;
const int lb = actualMinColor . m_c [ 2 ] ;
const int dr = actualMaxColor . m_c [ 0 ] - lr ;
const int dg = actualMaxColor . m_c [ 1 ] - lg ;
const int db = actualMaxColor . m_c [ 2 ] - lb ;
uint64_t total_err = 0 ;
if ( pParams - > m_pForce_selectors )
{
for ( uint32_t i = 0 ; i < pParams - > m_num_pixels ; i + + )
{
const color_quad_u8 * pC = & pParams - > m_pPixels [ i ] ;
const uint8_t sel = pParams - > m_pForce_selectors [ i ] ;
assert ( sel < N ) ;
total_err + = ( pParams - > m_has_alpha ? compute_color_distance_rgba : compute_color_distance_rgb ) ( & weightedColors [ sel ] , pC , pParams - > m_perceptual , pParams - > m_weights ) ;
pResults - > m_pSelectors_temp [ i ] = sel ;
}
}
else if ( ! pParams - > m_perceptual )
{
if ( pParams - > m_has_alpha )
{
const int la = actualMinColor . m_c [ 3 ] ;
const int da = actualMaxColor . m_c [ 3 ] - la ;
const float f = N / ( float ) ( squarei ( dr ) + squarei ( dg ) + squarei ( db ) + squarei ( da ) + .00000125f ) ;
for ( uint32_t i = 0 ; i < pParams - > m_num_pixels ; i + + )
{
const color_quad_u8 * pC = & pParams - > m_pPixels [ i ] ;
int r = pC - > m_c [ 0 ] ;
int g = pC - > m_c [ 1 ] ;
int b = pC - > m_c [ 2 ] ;
int a = pC - > m_c [ 3 ] ;
int best_sel = ( int ) ( ( float ) ( ( r - lr ) * dr + ( g - lg ) * dg + ( b - lb ) * db + ( a - la ) * da ) * f + .5f ) ;
best_sel = clampi ( best_sel , 1 , N - 1 ) ;
uint64_t err0 = compute_color_distance_rgba ( & weightedColors [ best_sel - 1 ] , pC , BC7ENC_FALSE , pParams - > m_weights ) ;
uint64_t err1 = compute_color_distance_rgba ( & weightedColors [ best_sel ] , pC , BC7ENC_FALSE , pParams - > m_weights ) ;
if ( err0 = = err1 )
{
// Prefer non-interpolation
if ( ( best_sel - 1 ) = = 0 )
best_sel = 0 ;
}
else if ( err1 > err0 )
{
err1 = err0 ;
- - best_sel ;
}
total_err + = err1 ;
pResults - > m_pSelectors_temp [ i ] = ( uint8_t ) best_sel ;
}
}
else
{
const float f = N / ( float ) ( squarei ( dr ) + squarei ( dg ) + squarei ( db ) + .00000125f ) ;
for ( uint32_t i = 0 ; i < pParams - > m_num_pixels ; i + + )
{
const color_quad_u8 * pC = & pParams - > m_pPixels [ i ] ;
int r = pC - > m_c [ 0 ] ;
int g = pC - > m_c [ 1 ] ;
int b = pC - > m_c [ 2 ] ;
int sel = ( int ) ( ( float ) ( ( r - lr ) * dr + ( g - lg ) * dg + ( b - lb ) * db ) * f + .5f ) ;
sel = clampi ( sel , 1 , N - 1 ) ;
uint64_t err0 = compute_color_distance_rgb ( & weightedColors [ sel - 1 ] , pC , BC7ENC_FALSE , pParams - > m_weights ) ;
uint64_t err1 = compute_color_distance_rgb ( & weightedColors [ sel ] , pC , BC7ENC_FALSE , pParams - > m_weights ) ;
int best_sel = sel ;
uint64_t best_err = err1 ;
if ( err0 = = err1 )
{
// Prefer non-interpolation
if ( ( best_sel - 1 ) = = 0 )
best_sel = 0 ;
}
else if ( err0 < best_err )
{
best_err = err0 ;
best_sel = sel - 1 ;
}
total_err + = best_err ;
pResults - > m_pSelectors_temp [ i ] = ( uint8_t ) best_sel ;
}
}
}
else
{
for ( uint32_t i = 0 ; i < pParams - > m_num_pixels ; i + + )
{
uint64_t best_err = UINT64_MAX ;
uint32_t best_sel = 0 ;
if ( pParams - > m_has_alpha )
{
for ( uint32_t j = 0 ; j < N ; j + + )
{
uint64_t err = compute_color_distance_rgba ( & weightedColors [ j ] , & pParams - > m_pPixels [ i ] , BC7ENC_TRUE , pParams - > m_weights ) ;
if ( err < best_err )
{
best_err = err ;
best_sel = j ;
}
// Prefer non-interpolation
else if ( ( err = = best_err ) & & ( j = = ( N - 1 ) ) )
best_sel = j ;
}
}
else
{
for ( uint32_t j = 0 ; j < N ; j + + )
{
uint64_t err = compute_color_distance_rgb ( & weightedColors [ j ] , & pParams - > m_pPixels [ i ] , BC7ENC_TRUE , pParams - > m_weights ) ;
if ( err < best_err )
{
best_err = err ;
best_sel = j ;
}
// Prefer non-interpolation
else if ( ( err = = best_err ) & & ( j = = ( N - 1 ) ) )
best_sel = j ;
}
}
total_err + = best_err ;
pResults - > m_pSelectors_temp [ i ] = ( uint8_t ) best_sel ;
}
}
if ( total_err < pResults - > m_best_overall_err )
{
pResults - > m_best_overall_err = total_err ;
pResults - > m_low_endpoint = * pLow ;
pResults - > m_high_endpoint = * pHigh ;
pResults - > m_pbits [ 0 ] = pbits [ 0 ] ;
pResults - > m_pbits [ 1 ] = pbits [ 1 ] ;
memcpy ( pResults - > m_pSelectors , pResults - > m_pSelectors_temp , sizeof ( pResults - > m_pSelectors [ 0 ] ) * pParams - > m_num_pixels ) ;
}
return total_err ;
}
static bool areDegenerateEndpoints ( color_quad_u8 * pTrialMinColor , color_quad_u8 * pTrialMaxColor , const bc7enc_vec4F * pXl , const bc7enc_vec4F * pXh )
{
for ( uint32_t i = 0 ; i < 3 ; i + + )
{
if ( pTrialMinColor - > m_c [ i ] = = pTrialMaxColor - > m_c [ i ] )
{
if ( fabs ( pXl - > m_c [ i ] - pXh - > m_c [ i ] ) > 0.0f )
return true ;
}
}
return false ;
}
static void fixDegenerateEndpoints ( uint32_t mode , color_quad_u8 * pTrialMinColor , color_quad_u8 * pTrialMaxColor , const bc7enc_vec4F * pXl , const bc7enc_vec4F * pXh , uint32_t iscale , int flags )
{
if ( mode = = 255 )
{
for ( uint32_t i = 0 ; i < 3 ; i + + )
{
if ( pTrialMinColor - > m_c [ i ] = = pTrialMaxColor - > m_c [ i ] )
{
if ( fabs ( pXl - > m_c [ i ] - pXh - > m_c [ i ] ) > 0.000125f )
{
if ( flags & 1 )
{
if ( pTrialMinColor - > m_c [ i ] > 0 )
pTrialMinColor - > m_c [ i ] - - ;
}
if ( flags & 2 )
{
if ( pTrialMaxColor - > m_c [ i ] < iscale )
pTrialMaxColor - > m_c [ i ] + + ;
}
}
}
}
}
else if ( mode = = 1 )
{
// fix degenerate case where the input collapses to a single colorspace voxel, and we loose all freedom (test with grayscale ramps)
for ( uint32_t i = 0 ; i < 3 ; i + + )
{
if ( pTrialMinColor - > m_c [ i ] = = pTrialMaxColor - > m_c [ i ] )
{
if ( fabs ( pXl - > m_c [ i ] - pXh - > m_c [ i ] ) > 0.000125f )
{
if ( pTrialMinColor - > m_c [ i ] > ( iscale > > 1 ) )
{
if ( pTrialMinColor - > m_c [ i ] > 0 )
pTrialMinColor - > m_c [ i ] - - ;
else
if ( pTrialMaxColor - > m_c [ i ] < iscale )
pTrialMaxColor - > m_c [ i ] + + ;
}
else
{
if ( pTrialMaxColor - > m_c [ i ] < iscale )
pTrialMaxColor - > m_c [ i ] + + ;
else if ( pTrialMinColor - > m_c [ i ] > 0 )
pTrialMinColor - > m_c [ i ] - - ;
}
}
}
}
}
}
static uint64_t find_optimal_solution ( uint32_t mode , bc7enc_vec4F xl , bc7enc_vec4F xh , const color_cell_compressor_params * pParams , color_cell_compressor_results * pResults )
{
vec4F_saturate_in_place ( & xl ) ; vec4F_saturate_in_place ( & xh ) ;
if ( pParams - > m_astc_endpoint_range )
{
const uint32_t levels = astc_get_levels ( pParams - > m_astc_endpoint_range ) ;
const float scale = 255.0f ;
color_quad_u8 trialMinColor8Bit , trialMaxColor8Bit ;
color_quad_u8_set_clamped ( & trialMinColor8Bit , ( int ) ( xl . m_c [ 0 ] * scale + .5f ) , ( int ) ( xl . m_c [ 1 ] * scale + .5f ) , ( int ) ( xl . m_c [ 2 ] * scale + .5f ) , ( int ) ( xl . m_c [ 3 ] * scale + .5f ) ) ;
color_quad_u8_set_clamped ( & trialMaxColor8Bit , ( int ) ( xh . m_c [ 0 ] * scale + .5f ) , ( int ) ( xh . m_c [ 1 ] * scale + .5f ) , ( int ) ( xh . m_c [ 2 ] * scale + .5f ) , ( int ) ( xh . m_c [ 3 ] * scale + .5f ) ) ;
color_quad_u8 trialMinColor , trialMaxColor ;
for ( uint32_t i = 0 ; i < 4 ; i + + )
{
trialMinColor . m_c [ i ] = g_astc_nearest_sorted_index [ pParams - > m_astc_endpoint_range ] [ trialMinColor8Bit . m_c [ i ] ] ;
trialMaxColor . m_c [ i ] = g_astc_nearest_sorted_index [ pParams - > m_astc_endpoint_range ] [ trialMaxColor8Bit . m_c [ i ] ] ;
}
if ( areDegenerateEndpoints ( & trialMinColor , & trialMaxColor , & xl , & xh ) )
{
color_quad_u8 trialMinColorOrig ( trialMinColor ) , trialMaxColorOrig ( trialMaxColor ) ;
fixDegenerateEndpoints ( mode , & trialMinColor , & trialMaxColor , & xl , & xh , levels - 1 , 1 ) ;
if ( ( pResults - > m_best_overall_err = = UINT64_MAX ) | | color_quad_u8_notequals ( & trialMinColor , & pResults - > m_low_endpoint ) | | color_quad_u8_notequals ( & trialMaxColor , & pResults - > m_high_endpoint ) )
evaluate_solution ( & trialMinColor , & trialMaxColor , pResults - > m_pbits , pParams , pResults ) ;
trialMinColor = trialMinColorOrig ;
trialMaxColor = trialMaxColorOrig ;
fixDegenerateEndpoints ( mode , & trialMinColor , & trialMaxColor , & xl , & xh , levels - 1 , 0 ) ;
if ( ( pResults - > m_best_overall_err = = UINT64_MAX ) | | color_quad_u8_notequals ( & trialMinColor , & pResults - > m_low_endpoint ) | | color_quad_u8_notequals ( & trialMaxColor , & pResults - > m_high_endpoint ) )
evaluate_solution ( & trialMinColor , & trialMaxColor , pResults - > m_pbits , pParams , pResults ) ;
trialMinColor = trialMinColorOrig ;
trialMaxColor = trialMaxColorOrig ;
fixDegenerateEndpoints ( mode , & trialMinColor , & trialMaxColor , & xl , & xh , levels - 1 , 2 ) ;
if ( ( pResults - > m_best_overall_err = = UINT64_MAX ) | | color_quad_u8_notequals ( & trialMinColor , & pResults - > m_low_endpoint ) | | color_quad_u8_notequals ( & trialMaxColor , & pResults - > m_high_endpoint ) )
evaluate_solution ( & trialMinColor , & trialMaxColor , pResults - > m_pbits , pParams , pResults ) ;
trialMinColor = trialMinColorOrig ;
trialMaxColor = trialMaxColorOrig ;
fixDegenerateEndpoints ( mode , & trialMinColor , & trialMaxColor , & xl , & xh , levels - 1 , 3 ) ;
if ( ( pResults - > m_best_overall_err = = UINT64_MAX ) | | color_quad_u8_notequals ( & trialMinColor , & pResults - > m_low_endpoint ) | | color_quad_u8_notequals ( & trialMaxColor , & pResults - > m_high_endpoint ) )
evaluate_solution ( & trialMinColor , & trialMaxColor , pResults - > m_pbits , pParams , pResults ) ;
}
else
{
if ( ( pResults - > m_best_overall_err = = UINT64_MAX ) | | color_quad_u8_notequals ( & trialMinColor , & pResults - > m_low_endpoint ) | | color_quad_u8_notequals ( & trialMaxColor , & pResults - > m_high_endpoint ) )
{
evaluate_solution ( & trialMinColor , & trialMaxColor , pResults - > m_pbits , pParams , pResults ) ;
}
}
for ( uint32_t i = 0 ; i < 4 ; i + + )
{
pResults - > m_astc_low_endpoint . m_c [ i ] = g_astc_sorted_order_unquant [ pParams - > m_astc_endpoint_range ] [ pResults - > m_low_endpoint . m_c [ i ] ] . m_index ;
pResults - > m_astc_high_endpoint . m_c [ i ] = g_astc_sorted_order_unquant [ pParams - > m_astc_endpoint_range ] [ pResults - > m_high_endpoint . m_c [ i ] ] . m_index ;
}
}
else if ( pParams - > m_has_pbits )
{
const int iscalep = ( 1 < < ( pParams - > m_comp_bits + 1 ) ) - 1 ;
const float scalep = ( float ) iscalep ;
const int32_t totalComps = pParams - > m_has_alpha ? 4 : 3 ;
uint32_t best_pbits [ 2 ] ;
color_quad_u8 bestMinColor , bestMaxColor ;
if ( ! pParams - > m_endpoints_share_pbit )
{
float best_err0 = 1e+9 ;
float best_err1 = 1e+9 ;
for ( int p = 0 ; p < 2 ; p + + )
{
color_quad_u8 xMinColor , xMaxColor ;
// Notes: The pbit controls which quantization intervals are selected.
// total_levels=2^(comp_bits+1), where comp_bits=4 for mode 0, etc.
// pbit 0: v=(b*2)/(total_levels-1), pbit 1: v=(b*2+1)/(total_levels-1) where b is the component bin from [0,total_levels/2-1] and v is the [0,1] component value
// rearranging you get for pbit 0: b=floor(v*(total_levels-1)/2+.5)
// rearranging you get for pbit 1: b=floor((v*(total_levels-1)-1)/2+.5)
for ( uint32_t c = 0 ; c < 4 ; c + + )
{
xMinColor . m_c [ c ] = ( uint8_t ) ( clampi ( ( ( int ) ( ( xl . m_c [ c ] * scalep - p ) / 2.0f + .5f ) ) * 2 + p , p , iscalep - 1 + p ) ) ;
xMaxColor . m_c [ c ] = ( uint8_t ) ( clampi ( ( ( int ) ( ( xh . m_c [ c ] * scalep - p ) / 2.0f + .5f ) ) * 2 + p , p , iscalep - 1 + p ) ) ;
}
color_quad_u8 scaledLow = scale_color ( & xMinColor , pParams ) ;
color_quad_u8 scaledHigh = scale_color ( & xMaxColor , pParams ) ;
float err0 = 0 , err1 = 0 ;
for ( int i = 0 ; i < totalComps ; i + + )
{
err0 + = squaref ( scaledLow . m_c [ i ] - xl . m_c [ i ] * 255.0f ) ;
err1 + = squaref ( scaledHigh . m_c [ i ] - xh . m_c [ i ] * 255.0f ) ;
}
if ( err0 < best_err0 )
{
best_err0 = err0 ;
best_pbits [ 0 ] = p ;
bestMinColor . m_c [ 0 ] = xMinColor . m_c [ 0 ] > > 1 ;
bestMinColor . m_c [ 1 ] = xMinColor . m_c [ 1 ] > > 1 ;
bestMinColor . m_c [ 2 ] = xMinColor . m_c [ 2 ] > > 1 ;
bestMinColor . m_c [ 3 ] = xMinColor . m_c [ 3 ] > > 1 ;
}
if ( err1 < best_err1 )
{
best_err1 = err1 ;
best_pbits [ 1 ] = p ;
bestMaxColor . m_c [ 0 ] = xMaxColor . m_c [ 0 ] > > 1 ;
bestMaxColor . m_c [ 1 ] = xMaxColor . m_c [ 1 ] > > 1 ;
bestMaxColor . m_c [ 2 ] = xMaxColor . m_c [ 2 ] > > 1 ;
bestMaxColor . m_c [ 3 ] = xMaxColor . m_c [ 3 ] > > 1 ;
}
}
}
else
{
// Endpoints share pbits
float best_err = 1e+9 ;
for ( int p = 0 ; p < 2 ; p + + )
{
color_quad_u8 xMinColor , xMaxColor ;
for ( uint32_t c = 0 ; c < 4 ; c + + )
{
xMinColor . m_c [ c ] = ( uint8_t ) ( clampi ( ( ( int ) ( ( xl . m_c [ c ] * scalep - p ) / 2.0f + .5f ) ) * 2 + p , p , iscalep - 1 + p ) ) ;
xMaxColor . m_c [ c ] = ( uint8_t ) ( clampi ( ( ( int ) ( ( xh . m_c [ c ] * scalep - p ) / 2.0f + .5f ) ) * 2 + p , p , iscalep - 1 + p ) ) ;
}
color_quad_u8 scaledLow = scale_color ( & xMinColor , pParams ) ;
color_quad_u8 scaledHigh = scale_color ( & xMaxColor , pParams ) ;
float err = 0 ;
for ( int i = 0 ; i < totalComps ; i + + )
err + = squaref ( ( scaledLow . m_c [ i ] / 255.0f ) - xl . m_c [ i ] ) + squaref ( ( scaledHigh . m_c [ i ] / 255.0f ) - xh . m_c [ i ] ) ;
if ( err < best_err )
{
best_err = err ;
best_pbits [ 0 ] = p ;
best_pbits [ 1 ] = p ;
for ( uint32_t j = 0 ; j < 4 ; j + + )
{
bestMinColor . m_c [ j ] = xMinColor . m_c [ j ] > > 1 ;
bestMaxColor . m_c [ j ] = xMaxColor . m_c [ j ] > > 1 ;
}
}
}
}
fixDegenerateEndpoints ( mode , & bestMinColor , & bestMaxColor , & xl , & xh , iscalep > > 1 , 0 ) ;
if ( ( pResults - > m_best_overall_err = = UINT64_MAX ) | | color_quad_u8_notequals ( & bestMinColor , & pResults - > m_low_endpoint ) | | color_quad_u8_notequals ( & bestMaxColor , & pResults - > m_high_endpoint ) | | ( best_pbits [ 0 ] ! = pResults - > m_pbits [ 0 ] ) | | ( best_pbits [ 1 ] ! = pResults - > m_pbits [ 1 ] ) )
evaluate_solution ( & bestMinColor , & bestMaxColor , best_pbits , pParams , pResults ) ;
}
else
{
const int iscale = ( 1 < < pParams - > m_comp_bits ) - 1 ;
const float scale = ( float ) iscale ;
color_quad_u8 trialMinColor , trialMaxColor ;
color_quad_u8_set_clamped ( & trialMinColor , ( int ) ( xl . m_c [ 0 ] * scale + .5f ) , ( int ) ( xl . m_c [ 1 ] * scale + .5f ) , ( int ) ( xl . m_c [ 2 ] * scale + .5f ) , ( int ) ( xl . m_c [ 3 ] * scale + .5f ) ) ;
color_quad_u8_set_clamped ( & trialMaxColor , ( int ) ( xh . m_c [ 0 ] * scale + .5f ) , ( int ) ( xh . m_c [ 1 ] * scale + .5f ) , ( int ) ( xh . m_c [ 2 ] * scale + .5f ) , ( int ) ( xh . m_c [ 3 ] * scale + .5f ) ) ;
fixDegenerateEndpoints ( mode , & trialMinColor , & trialMaxColor , & xl , & xh , iscale , 0 ) ;
if ( ( pResults - > m_best_overall_err = = UINT64_MAX ) | | color_quad_u8_notequals ( & trialMinColor , & pResults - > m_low_endpoint ) | | color_quad_u8_notequals ( & trialMaxColor , & pResults - > m_high_endpoint ) )
evaluate_solution ( & trialMinColor , & trialMaxColor , pResults - > m_pbits , pParams , pResults ) ;
}
return pResults - > m_best_overall_err ;
}
void check_best_overall_error ( const color_cell_compressor_params * pParams , color_cell_compressor_results * pResults )
{
const uint32_t n = pParams - > m_num_selector_weights ;
assert ( n < = 32 ) ;
color_quad_u8 colors [ 32 ] ;
for ( uint32_t c = 0 ; c < 4 ; c + + )
{
colors [ 0 ] . m_c [ c ] = g_astc_unquant [ pParams - > m_astc_endpoint_range ] [ pResults - > m_astc_low_endpoint . m_c [ c ] ] . m_unquant ;
assert ( colors [ 0 ] . m_c [ c ] = = g_astc_sorted_order_unquant [ pParams - > m_astc_endpoint_range ] [ pResults - > m_low_endpoint . m_c [ c ] ] . m_unquant ) ;
colors [ n - 1 ] . m_c [ c ] = g_astc_unquant [ pParams - > m_astc_endpoint_range ] [ pResults - > m_astc_high_endpoint . m_c [ c ] ] . m_unquant ;
assert ( colors [ n - 1 ] . m_c [ c ] = = g_astc_sorted_order_unquant [ pParams - > m_astc_endpoint_range ] [ pResults - > m_high_endpoint . m_c [ c ] ] . m_unquant ) ;
}
for ( uint32_t i = 1 ; i < pParams - > m_num_selector_weights - 1 ; i + + )
for ( uint32_t c = 0 ; c < 4 ; c + + )
2021-11-19 18:40:08 +01:00
colors [ i ] . m_c [ c ] = ( uint8_t ) astc_interpolate_linear ( colors [ 0 ] . m_c [ c ] , colors [ n - 1 ] . m_c [ c ] , pParams - > m_pSelector_weights [ i ] ) ;
2021-05-07 17:00:41 +02:00
uint64_t total_err = 0 ;
for ( uint32_t p = 0 ; p < pParams - > m_num_pixels ; p + + )
{
const color_quad_u8 & orig = pParams - > m_pPixels [ p ] ;
const color_quad_u8 & packed = colors [ pResults - > m_pSelectors [ p ] ] ;
if ( pParams - > m_has_alpha )
total_err + = compute_color_distance_rgba ( & orig , & packed , pParams - > m_perceptual , pParams - > m_weights ) ;
else
total_err + = compute_color_distance_rgb ( & orig , & packed , pParams - > m_perceptual , pParams - > m_weights ) ;
}
assert ( total_err = = pResults - > m_best_overall_err ) ;
// HACK HACK
//if (total_err != pResults->m_best_overall_err)
// printf("X");
}
static bool is_solid_rgb ( const color_cell_compressor_params * pParams , uint32_t & r , uint32_t & g , uint32_t & b )
{
r = pParams - > m_pPixels [ 0 ] . m_c [ 0 ] ;
g = pParams - > m_pPixels [ 0 ] . m_c [ 1 ] ;
b = pParams - > m_pPixels [ 0 ] . m_c [ 2 ] ;
bool allSame = true ;
for ( uint32_t i = 1 ; i < pParams - > m_num_pixels ; i + + )
{
if ( ( r ! = pParams - > m_pPixels [ i ] . m_c [ 0 ] ) | | ( g ! = pParams - > m_pPixels [ i ] . m_c [ 1 ] ) | | ( b ! = pParams - > m_pPixels [ i ] . m_c [ 2 ] ) )
{
allSame = false ;
break ;
}
}
return allSame ;
}
static bool is_solid_rgba ( const color_cell_compressor_params * pParams , uint32_t & r , uint32_t & g , uint32_t & b , uint32_t & a )
{
r = pParams - > m_pPixels [ 0 ] . m_c [ 0 ] ;
g = pParams - > m_pPixels [ 0 ] . m_c [ 1 ] ;
b = pParams - > m_pPixels [ 0 ] . m_c [ 2 ] ;
a = pParams - > m_pPixels [ 0 ] . m_c [ 3 ] ;
bool allSame = true ;
for ( uint32_t i = 1 ; i < pParams - > m_num_pixels ; i + + )
{
if ( ( r ! = pParams - > m_pPixels [ i ] . m_c [ 0 ] ) | | ( g ! = pParams - > m_pPixels [ i ] . m_c [ 1 ] ) | | ( b ! = pParams - > m_pPixels [ i ] . m_c [ 2 ] ) | | ( a ! = pParams - > m_pPixels [ i ] . m_c [ 3 ] ) )
{
allSame = false ;
break ;
}
}
return allSame ;
}
uint64_t color_cell_compression ( uint32_t mode , const color_cell_compressor_params * pParams , color_cell_compressor_results * pResults , const bc7enc_compress_block_params * pComp_params )
{
if ( ! pParams - > m_astc_endpoint_range )
{
assert ( ( mode = = 6 ) | | ( ! pParams - > m_has_alpha ) ) ;
}
assert ( pParams - > m_num_selector_weights > = 1 & & pParams - > m_num_selector_weights < = 32 ) ;
assert ( pParams - > m_pSelector_weights [ 0 ] = = 0 ) ;
assert ( pParams - > m_pSelector_weights [ pParams - > m_num_selector_weights - 1 ] = = 64 ) ;
pResults - > m_best_overall_err = UINT64_MAX ;
uint32_t cr , cg , cb , ca ;
// If the partition's colors are all the same, then just pack them as a single color.
if ( ! pParams - > m_pForce_selectors )
{
if ( mode = = 1 )
{
if ( is_solid_rgb ( pParams , cr , cg , cb ) )
return pack_mode1_to_one_color ( pParams , pResults , cr , cg , cb , pResults - > m_pSelectors ) ;
}
else if ( ( pParams - > m_astc_endpoint_range = = 8 ) & & ( pParams - > m_num_selector_weights = = 8 ) & & ( ! pParams - > m_has_alpha ) )
{
if ( is_solid_rgb ( pParams , cr , cg , cb ) )
return pack_astc_4bit_3bit_to_one_color ( pParams , pResults , cr , cg , cb , pResults - > m_pSelectors ) ;
}
else if ( ( pParams - > m_astc_endpoint_range = = 7 ) & & ( pParams - > m_num_selector_weights = = 4 ) & & ( ! pParams - > m_has_alpha ) )
{
if ( is_solid_rgb ( pParams , cr , cg , cb ) )
return pack_astc_range7_2bit_to_one_color ( pParams , pResults , cr , cg , cb , pResults - > m_pSelectors ) ;
}
else if ( ( pParams - > m_astc_endpoint_range = = 8 ) & & ( pParams - > m_num_selector_weights = = 4 ) & & ( pParams - > m_has_alpha ) )
{
if ( is_solid_rgba ( pParams , cr , cg , cb , ca ) )
return pack_astc_4bit_2bit_to_one_color_rgba ( pParams , pResults , cr , cg , cb , ca , pResults - > m_pSelectors ) ;
}
else if ( ( pParams - > m_astc_endpoint_range = = 13 ) & & ( pParams - > m_num_selector_weights = = 4 ) & & ( ! pParams - > m_has_alpha ) )
{
if ( is_solid_rgb ( pParams , cr , cg , cb ) )
return pack_astc_range13_2bit_to_one_color ( pParams , pResults , cr , cg , cb , pResults - > m_pSelectors ) ;
}
else if ( ( pParams - > m_astc_endpoint_range = = 11 ) & & ( pParams - > m_num_selector_weights = = 32 ) & & ( ! pParams - > m_has_alpha ) )
{
if ( is_solid_rgb ( pParams , cr , cg , cb ) )
return pack_astc_range11_5bit_to_one_color ( pParams , pResults , cr , cg , cb , pResults - > m_pSelectors ) ;
}
}
// Compute partition's mean color and principle axis.
bc7enc_vec4F meanColor , axis ;
vec4F_set_scalar ( & meanColor , 0.0f ) ;
for ( uint32_t i = 0 ; i < pParams - > m_num_pixels ; i + + )
{
bc7enc_vec4F color = vec4F_from_color ( & pParams - > m_pPixels [ i ] ) ;
meanColor = vec4F_add ( & meanColor , & color ) ;
}
bc7enc_vec4F meanColorScaled = vec4F_mul ( & meanColor , 1.0f / ( float ) ( pParams - > m_num_pixels ) ) ;
meanColor = vec4F_mul ( & meanColor , 1.0f / ( float ) ( pParams - > m_num_pixels * 255.0f ) ) ;
vec4F_saturate_in_place ( & meanColor ) ;
if ( pParams - > m_has_alpha )
{
// Use incremental PCA for RGBA PCA, because it's simple.
vec4F_set_scalar ( & axis , 0.0f ) ;
for ( uint32_t i = 0 ; i < pParams - > m_num_pixels ; i + + )
{
bc7enc_vec4F color = vec4F_from_color ( & pParams - > m_pPixels [ i ] ) ;
color = vec4F_sub ( & color , & meanColorScaled ) ;
bc7enc_vec4F a = vec4F_mul ( & color , color . m_c [ 0 ] ) ;
bc7enc_vec4F b = vec4F_mul ( & color , color . m_c [ 1 ] ) ;
bc7enc_vec4F c = vec4F_mul ( & color , color . m_c [ 2 ] ) ;
bc7enc_vec4F d = vec4F_mul ( & color , color . m_c [ 3 ] ) ;
bc7enc_vec4F n = i ? axis : color ;
vec4F_normalize_in_place ( & n ) ;
axis . m_c [ 0 ] + = vec4F_dot ( & a , & n ) ;
axis . m_c [ 1 ] + = vec4F_dot ( & b , & n ) ;
axis . m_c [ 2 ] + = vec4F_dot ( & c , & n ) ;
axis . m_c [ 3 ] + = vec4F_dot ( & d , & n ) ;
}
vec4F_normalize_in_place ( & axis ) ;
}
else
{
// Use covar technique for RGB PCA, because it doesn't require per-pixel normalization.
float cov [ 6 ] = { 0 , 0 , 0 , 0 , 0 , 0 } ;
for ( uint32_t i = 0 ; i < pParams - > m_num_pixels ; i + + )
{
const color_quad_u8 * pV = & pParams - > m_pPixels [ i ] ;
float r = pV - > m_c [ 0 ] - meanColorScaled . m_c [ 0 ] ;
float g = pV - > m_c [ 1 ] - meanColorScaled . m_c [ 1 ] ;
float b = pV - > m_c [ 2 ] - meanColorScaled . m_c [ 2 ] ;
cov [ 0 ] + = r * r ; cov [ 1 ] + = r * g ; cov [ 2 ] + = r * b ; cov [ 3 ] + = g * g ; cov [ 4 ] + = g * b ; cov [ 5 ] + = b * b ;
}
float xr = .9f , xg = 1.0f , xb = .7f ;
for ( uint32_t iter = 0 ; iter < 3 ; iter + + )
{
float r = xr * cov [ 0 ] + xg * cov [ 1 ] + xb * cov [ 2 ] ;
float g = xr * cov [ 1 ] + xg * cov [ 3 ] + xb * cov [ 4 ] ;
float b = xr * cov [ 2 ] + xg * cov [ 4 ] + xb * cov [ 5 ] ;
float m = maximumf ( maximumf ( fabsf ( r ) , fabsf ( g ) ) , fabsf ( b ) ) ;
if ( m > 1e-10 f )
{
m = 1.0f / m ;
r * = m ; g * = m ; b * = m ;
}
xr = r ; xg = g ; xb = b ;
}
float len = xr * xr + xg * xg + xb * xb ;
if ( len < 1e-10 f )
vec4F_set_scalar ( & axis , 0.0f ) ;
else
{
len = 1.0f / sqrtf ( len ) ;
xr * = len ; xg * = len ; xb * = len ;
vec4F_set ( & axis , xr , xg , xb , 0 ) ;
}
}
if ( vec4F_dot ( & axis , & axis ) < .5f )
{
if ( pParams - > m_perceptual )
vec4F_set ( & axis , .213f , .715f , .072f , pParams - > m_has_alpha ? .715f : 0 ) ;
else
vec4F_set ( & axis , 1.0f , 1.0f , 1.0f , pParams - > m_has_alpha ? 1.0f : 0 ) ;
vec4F_normalize_in_place ( & axis ) ;
}
bc7enc_vec4F minColor , maxColor ;
float l = 1e+9 f , h = - 1e+9 f ;
for ( uint32_t i = 0 ; i < pParams - > m_num_pixels ; i + + )
{
bc7enc_vec4F color = vec4F_from_color ( & pParams - > m_pPixels [ i ] ) ;
bc7enc_vec4F q = vec4F_sub ( & color , & meanColorScaled ) ;
float d = vec4F_dot ( & q , & axis ) ;
l = minimumf ( l , d ) ;
h = maximumf ( h , d ) ;
}
l * = ( 1.0f / 255.0f ) ;
h * = ( 1.0f / 255.0f ) ;
bc7enc_vec4F b0 = vec4F_mul ( & axis , l ) ;
bc7enc_vec4F b1 = vec4F_mul ( & axis , h ) ;
bc7enc_vec4F c0 = vec4F_add ( & meanColor , & b0 ) ;
bc7enc_vec4F c1 = vec4F_add ( & meanColor , & b1 ) ;
minColor = vec4F_saturate ( & c0 ) ;
maxColor = vec4F_saturate ( & c1 ) ;
bc7enc_vec4F whiteVec ;
vec4F_set_scalar ( & whiteVec , 1.0f ) ;
if ( vec4F_dot ( & minColor , & whiteVec ) > vec4F_dot ( & maxColor , & whiteVec ) )
{
# if 1
std : : swap ( minColor . m_c [ 0 ] , maxColor . m_c [ 0 ] ) ;
std : : swap ( minColor . m_c [ 1 ] , maxColor . m_c [ 1 ] ) ;
std : : swap ( minColor . m_c [ 2 ] , maxColor . m_c [ 2 ] ) ;
std : : swap ( minColor . m_c [ 3 ] , maxColor . m_c [ 3 ] ) ;
# elif 0
// Fails to compile correctly with MSVC 2019 (code generation bug)
std : : swap ( minColor , maxColor ) ;
# else
// Fails with MSVC 2019
bc7enc_vec4F temp = minColor ;
minColor = maxColor ;
maxColor = temp ;
# endif
}
// First find a solution using the block's PCA.
if ( ! find_optimal_solution ( mode , minColor , maxColor , pParams , pResults ) )
return 0 ;
for ( uint32_t i = 0 ; i < pComp_params - > m_least_squares_passes ; i + + )
{
// Now try to refine the solution using least squares by computing the optimal endpoints from the current selectors.
bc7enc_vec4F xl , xh ;
vec4F_set_scalar ( & xl , 0.0f ) ;
vec4F_set_scalar ( & xh , 0.0f ) ;
if ( pParams - > m_has_alpha )
compute_least_squares_endpoints_rgba ( pParams - > m_num_pixels , pResults - > m_pSelectors , pParams - > m_pSelector_weightsx , & xl , & xh , pParams - > m_pPixels ) ;
else
compute_least_squares_endpoints_rgb ( pParams - > m_num_pixels , pResults - > m_pSelectors , pParams - > m_pSelector_weightsx , & xl , & xh , pParams - > m_pPixels ) ;
xl = vec4F_mul ( & xl , ( 1.0f / 255.0f ) ) ;
xh = vec4F_mul ( & xh , ( 1.0f / 255.0f ) ) ;
if ( ! find_optimal_solution ( mode , xl , xh , pParams , pResults ) )
return 0 ;
}
if ( ( ! pParams - > m_pForce_selectors ) & & ( pComp_params - > m_uber_level > 0 ) )
{
// In uber level 1, try varying the selectors a little, somewhat like cluster fit would. First try incrementing the minimum selectors,
// then try decrementing the selectrors, then try both.
uint8_t selectors_temp [ 16 ] , selectors_temp1 [ 16 ] ;
memcpy ( selectors_temp , pResults - > m_pSelectors , pParams - > m_num_pixels ) ;
const int max_selector = pParams - > m_num_selector_weights - 1 ;
uint32_t min_sel = 256 ;
uint32_t max_sel = 0 ;
for ( uint32_t i = 0 ; i < pParams - > m_num_pixels ; i + + )
{
uint32_t sel = selectors_temp [ i ] ;
min_sel = minimumu ( min_sel , sel ) ;
max_sel = maximumu ( max_sel , sel ) ;
}
for ( uint32_t i = 0 ; i < pParams - > m_num_pixels ; i + + )
{
uint32_t sel = selectors_temp [ i ] ;
if ( ( sel = = min_sel ) & & ( sel < ( pParams - > m_num_selector_weights - 1 ) ) )
sel + + ;
selectors_temp1 [ i ] = ( uint8_t ) sel ;
}
bc7enc_vec4F xl , xh ;
vec4F_set_scalar ( & xl , 0.0f ) ;
vec4F_set_scalar ( & xh , 0.0f ) ;
if ( pParams - > m_has_alpha )
compute_least_squares_endpoints_rgba ( pParams - > m_num_pixels , selectors_temp1 , pParams - > m_pSelector_weightsx , & xl , & xh , pParams - > m_pPixels ) ;
else
compute_least_squares_endpoints_rgb ( pParams - > m_num_pixels , selectors_temp1 , pParams - > m_pSelector_weightsx , & xl , & xh , pParams - > m_pPixels ) ;
xl = vec4F_mul ( & xl , ( 1.0f / 255.0f ) ) ;
xh = vec4F_mul ( & xh , ( 1.0f / 255.0f ) ) ;
if ( ! find_optimal_solution ( mode , xl , xh , pParams , pResults ) )
return 0 ;
for ( uint32_t i = 0 ; i < pParams - > m_num_pixels ; i + + )
{
uint32_t sel = selectors_temp [ i ] ;
if ( ( sel = = max_sel ) & & ( sel > 0 ) )
sel - - ;
selectors_temp1 [ i ] = ( uint8_t ) sel ;
}
if ( pParams - > m_has_alpha )
compute_least_squares_endpoints_rgba ( pParams - > m_num_pixels , selectors_temp1 , pParams - > m_pSelector_weightsx , & xl , & xh , pParams - > m_pPixels ) ;
else
compute_least_squares_endpoints_rgb ( pParams - > m_num_pixels , selectors_temp1 , pParams - > m_pSelector_weightsx , & xl , & xh , pParams - > m_pPixels ) ;
xl = vec4F_mul ( & xl , ( 1.0f / 255.0f ) ) ;
xh = vec4F_mul ( & xh , ( 1.0f / 255.0f ) ) ;
if ( ! find_optimal_solution ( mode , xl , xh , pParams , pResults ) )
return 0 ;
for ( uint32_t i = 0 ; i < pParams - > m_num_pixels ; i + + )
{
uint32_t sel = selectors_temp [ i ] ;
if ( ( sel = = min_sel ) & & ( sel < ( pParams - > m_num_selector_weights - 1 ) ) )
sel + + ;
else if ( ( sel = = max_sel ) & & ( sel > 0 ) )
sel - - ;
selectors_temp1 [ i ] = ( uint8_t ) sel ;
}
if ( pParams - > m_has_alpha )
compute_least_squares_endpoints_rgba ( pParams - > m_num_pixels , selectors_temp1 , pParams - > m_pSelector_weightsx , & xl , & xh , pParams - > m_pPixels ) ;
else
compute_least_squares_endpoints_rgb ( pParams - > m_num_pixels , selectors_temp1 , pParams - > m_pSelector_weightsx , & xl , & xh , pParams - > m_pPixels ) ;
xl = vec4F_mul ( & xl , ( 1.0f / 255.0f ) ) ;
xh = vec4F_mul ( & xh , ( 1.0f / 255.0f ) ) ;
if ( ! find_optimal_solution ( mode , xl , xh , pParams , pResults ) )
return 0 ;
// In uber levels 2+, try taking more advantage of endpoint extrapolation by scaling the selectors in one direction or another.
const uint32_t uber_err_thresh = ( pParams - > m_num_pixels * 56 ) > > 4 ;
if ( ( pComp_params - > m_uber_level > = 2 ) & & ( pResults - > m_best_overall_err > uber_err_thresh ) )
{
const int Q = ( pComp_params - > m_uber_level > = 4 ) ? ( pComp_params - > m_uber_level - 2 ) : 1 ;
for ( int ly = - Q ; ly < = 1 ; ly + + )
{
for ( int hy = max_selector - 1 ; hy < = ( max_selector + Q ) ; hy + + )
{
if ( ( ly = = 0 ) & & ( hy = = max_selector ) )
continue ;
for ( uint32_t i = 0 ; i < pParams - > m_num_pixels ; i + + )
selectors_temp1 [ i ] = ( uint8_t ) clampf ( floorf ( ( float ) max_selector * ( ( float ) selectors_temp [ i ] - ( float ) ly ) / ( ( float ) hy - ( float ) ly ) + .5f ) , 0 , ( float ) max_selector ) ;
//bc7enc_vec4F xl, xh;
vec4F_set_scalar ( & xl , 0.0f ) ;
vec4F_set_scalar ( & xh , 0.0f ) ;
if ( pParams - > m_has_alpha )
compute_least_squares_endpoints_rgba ( pParams - > m_num_pixels , selectors_temp1 , pParams - > m_pSelector_weightsx , & xl , & xh , pParams - > m_pPixels ) ;
else
compute_least_squares_endpoints_rgb ( pParams - > m_num_pixels , selectors_temp1 , pParams - > m_pSelector_weightsx , & xl , & xh , pParams - > m_pPixels ) ;
xl = vec4F_mul ( & xl , ( 1.0f / 255.0f ) ) ;
xh = vec4F_mul ( & xh , ( 1.0f / 255.0f ) ) ;
if ( ! find_optimal_solution ( mode , xl , xh , pParams , pResults ) )
return 0 ;
}
}
}
}
if ( ! pParams - > m_pForce_selectors )
{
// Try encoding the partition as a single color by using the optimal single colors tables to encode the block to its mean.
if ( mode = = 1 )
{
color_cell_compressor_results avg_results = * pResults ;
const uint32_t r = ( int ) ( .5f + meanColor . m_c [ 0 ] * 255.0f ) , g = ( int ) ( .5f + meanColor . m_c [ 1 ] * 255.0f ) , b = ( int ) ( .5f + meanColor . m_c [ 2 ] * 255.0f ) ;
uint64_t avg_err = pack_mode1_to_one_color ( pParams , & avg_results , r , g , b , pResults - > m_pSelectors_temp ) ;
if ( avg_err < pResults - > m_best_overall_err )
{
* pResults = avg_results ;
memcpy ( pResults - > m_pSelectors , pResults - > m_pSelectors_temp , sizeof ( pResults - > m_pSelectors [ 0 ] ) * pParams - > m_num_pixels ) ;
pResults - > m_best_overall_err = avg_err ;
}
}
else if ( ( pParams - > m_astc_endpoint_range = = 8 ) & & ( pParams - > m_num_selector_weights = = 8 ) & & ( ! pParams - > m_has_alpha ) )
{
color_cell_compressor_results avg_results = * pResults ;
const uint32_t r = ( int ) ( .5f + meanColor . m_c [ 0 ] * 255.0f ) , g = ( int ) ( .5f + meanColor . m_c [ 1 ] * 255.0f ) , b = ( int ) ( .5f + meanColor . m_c [ 2 ] * 255.0f ) ;
uint64_t avg_err = pack_astc_4bit_3bit_to_one_color ( pParams , & avg_results , r , g , b , pResults - > m_pSelectors_temp ) ;
if ( avg_err < pResults - > m_best_overall_err )
{
* pResults = avg_results ;
memcpy ( pResults - > m_pSelectors , pResults - > m_pSelectors_temp , sizeof ( pResults - > m_pSelectors [ 0 ] ) * pParams - > m_num_pixels ) ;
pResults - > m_best_overall_err = avg_err ;
}
}
else if ( ( pParams - > m_astc_endpoint_range = = 7 ) & & ( pParams - > m_num_selector_weights = = 4 ) & & ( ! pParams - > m_has_alpha ) )
{
color_cell_compressor_results avg_results = * pResults ;
const uint32_t r = ( int ) ( .5f + meanColor . m_c [ 0 ] * 255.0f ) , g = ( int ) ( .5f + meanColor . m_c [ 1 ] * 255.0f ) , b = ( int ) ( .5f + meanColor . m_c [ 2 ] * 255.0f ) ;
uint64_t avg_err = pack_astc_range7_2bit_to_one_color ( pParams , & avg_results , r , g , b , pResults - > m_pSelectors_temp ) ;
if ( avg_err < pResults - > m_best_overall_err )
{
* pResults = avg_results ;
memcpy ( pResults - > m_pSelectors , pResults - > m_pSelectors_temp , sizeof ( pResults - > m_pSelectors [ 0 ] ) * pParams - > m_num_pixels ) ;
pResults - > m_best_overall_err = avg_err ;
}
}
else if ( ( pParams - > m_astc_endpoint_range = = 8 ) & & ( pParams - > m_num_selector_weights = = 4 ) & & ( pParams - > m_has_alpha ) )
{
color_cell_compressor_results avg_results = * pResults ;
const uint32_t r = ( int ) ( .5f + meanColor . m_c [ 0 ] * 255.0f ) , g = ( int ) ( .5f + meanColor . m_c [ 1 ] * 255.0f ) , b = ( int ) ( .5f + meanColor . m_c [ 2 ] * 255.0f ) , a = ( int ) ( .5f + meanColor . m_c [ 3 ] * 255.0f ) ;
uint64_t avg_err = pack_astc_4bit_2bit_to_one_color_rgba ( pParams , & avg_results , r , g , b , a , pResults - > m_pSelectors_temp ) ;
if ( avg_err < pResults - > m_best_overall_err )
{
* pResults = avg_results ;
memcpy ( pResults - > m_pSelectors , pResults - > m_pSelectors_temp , sizeof ( pResults - > m_pSelectors [ 0 ] ) * pParams - > m_num_pixels ) ;
pResults - > m_best_overall_err = avg_err ;
}
}
else if ( ( pParams - > m_astc_endpoint_range = = 13 ) & & ( pParams - > m_num_selector_weights = = 4 ) & & ( ! pParams - > m_has_alpha ) )
{
color_cell_compressor_results avg_results = * pResults ;
const uint32_t r = ( int ) ( .5f + meanColor . m_c [ 0 ] * 255.0f ) , g = ( int ) ( .5f + meanColor . m_c [ 1 ] * 255.0f ) , b = ( int ) ( .5f + meanColor . m_c [ 2 ] * 255.0f ) ;
uint64_t avg_err = pack_astc_range13_2bit_to_one_color ( pParams , & avg_results , r , g , b , pResults - > m_pSelectors_temp ) ;
if ( avg_err < pResults - > m_best_overall_err )
{
* pResults = avg_results ;
memcpy ( pResults - > m_pSelectors , pResults - > m_pSelectors_temp , sizeof ( pResults - > m_pSelectors [ 0 ] ) * pParams - > m_num_pixels ) ;
pResults - > m_best_overall_err = avg_err ;
}
}
else if ( ( pParams - > m_astc_endpoint_range = = 11 ) & & ( pParams - > m_num_selector_weights = = 32 ) & & ( ! pParams - > m_has_alpha ) )
{
color_cell_compressor_results avg_results = * pResults ;
const uint32_t r = ( int ) ( .5f + meanColor . m_c [ 0 ] * 255.0f ) , g = ( int ) ( .5f + meanColor . m_c [ 1 ] * 255.0f ) , b = ( int ) ( .5f + meanColor . m_c [ 2 ] * 255.0f ) ;
uint64_t avg_err = pack_astc_range11_5bit_to_one_color ( pParams , & avg_results , r , g , b , pResults - > m_pSelectors_temp ) ;
if ( avg_err < pResults - > m_best_overall_err )
{
* pResults = avg_results ;
memcpy ( pResults - > m_pSelectors , pResults - > m_pSelectors_temp , sizeof ( pResults - > m_pSelectors [ 0 ] ) * pParams - > m_num_pixels ) ;
pResults - > m_best_overall_err = avg_err ;
}
}
}
# if BC7ENC_CHECK_OVERALL_ERROR
check_best_overall_error ( pParams , pResults ) ;
# endif
return pResults - > m_best_overall_err ;
}
uint64_t color_cell_compression_est_astc (
uint32_t num_weights , uint32_t num_comps , const uint32_t * pWeight_table ,
uint32_t num_pixels , const color_quad_u8 * pPixels ,
uint64_t best_err_so_far , const uint32_t weights [ 4 ] )
{
assert ( num_comps = = 3 | | num_comps = = 4 ) ;
assert ( num_weights > = 1 & & num_weights < = 32 ) ;
assert ( pWeight_table [ 0 ] = = 0 & & pWeight_table [ num_weights - 1 ] = = 64 ) ;
// Find RGB bounds as an approximation of the block's principle axis
uint32_t lr = 255 , lg = 255 , lb = 255 , la = 255 ;
uint32_t hr = 0 , hg = 0 , hb = 0 , ha = 0 ;
if ( num_comps = = 4 )
{
for ( uint32_t i = 0 ; i < num_pixels ; i + + )
{
const color_quad_u8 * pC = & pPixels [ i ] ;
if ( pC - > m_c [ 0 ] < lr ) lr = pC - > m_c [ 0 ] ;
if ( pC - > m_c [ 1 ] < lg ) lg = pC - > m_c [ 1 ] ;
if ( pC - > m_c [ 2 ] < lb ) lb = pC - > m_c [ 2 ] ;
if ( pC - > m_c [ 3 ] < la ) la = pC - > m_c [ 3 ] ;
if ( pC - > m_c [ 0 ] > hr ) hr = pC - > m_c [ 0 ] ;
if ( pC - > m_c [ 1 ] > hg ) hg = pC - > m_c [ 1 ] ;
if ( pC - > m_c [ 2 ] > hb ) hb = pC - > m_c [ 2 ] ;
if ( pC - > m_c [ 3 ] > ha ) ha = pC - > m_c [ 3 ] ;
}
}
else
{
for ( uint32_t i = 0 ; i < num_pixels ; i + + )
{
const color_quad_u8 * pC = & pPixels [ i ] ;
if ( pC - > m_c [ 0 ] < lr ) lr = pC - > m_c [ 0 ] ;
if ( pC - > m_c [ 1 ] < lg ) lg = pC - > m_c [ 1 ] ;
if ( pC - > m_c [ 2 ] < lb ) lb = pC - > m_c [ 2 ] ;
if ( pC - > m_c [ 0 ] > hr ) hr = pC - > m_c [ 0 ] ;
if ( pC - > m_c [ 1 ] > hg ) hg = pC - > m_c [ 1 ] ;
if ( pC - > m_c [ 2 ] > hb ) hb = pC - > m_c [ 2 ] ;
}
la = 255 ;
ha = 255 ;
}
color_quad_u8 lowColor , highColor ;
color_quad_u8_set ( & lowColor , lr , lg , lb , la ) ;
color_quad_u8_set ( & highColor , hr , hg , hb , ha ) ;
// Place endpoints at bbox diagonals and compute interpolated colors
color_quad_u8 weightedColors [ 32 ] ;
weightedColors [ 0 ] = lowColor ;
weightedColors [ num_weights - 1 ] = highColor ;
for ( uint32_t i = 1 ; i < ( num_weights - 1 ) ; i + + )
{
2021-11-19 18:40:08 +01:00
weightedColors [ i ] . m_c [ 0 ] = ( uint8_t ) astc_interpolate_linear ( lowColor . m_c [ 0 ] , highColor . m_c [ 0 ] , pWeight_table [ i ] ) ;
weightedColors [ i ] . m_c [ 1 ] = ( uint8_t ) astc_interpolate_linear ( lowColor . m_c [ 1 ] , highColor . m_c [ 1 ] , pWeight_table [ i ] ) ;
weightedColors [ i ] . m_c [ 2 ] = ( uint8_t ) astc_interpolate_linear ( lowColor . m_c [ 2 ] , highColor . m_c [ 2 ] , pWeight_table [ i ] ) ;
weightedColors [ i ] . m_c [ 3 ] = ( num_comps = = 4 ) ? ( uint8_t ) astc_interpolate_linear ( lowColor . m_c [ 3 ] , highColor . m_c [ 3 ] , pWeight_table [ i ] ) : 255 ;
2021-05-07 17:00:41 +02:00
}
// Compute dots and thresholds
const int ar = highColor . m_c [ 0 ] - lowColor . m_c [ 0 ] ;
const int ag = highColor . m_c [ 1 ] - lowColor . m_c [ 1 ] ;
const int ab = highColor . m_c [ 2 ] - lowColor . m_c [ 2 ] ;
const int aa = highColor . m_c [ 3 ] - lowColor . m_c [ 3 ] ;
int dots [ 32 ] ;
if ( num_comps = = 4 )
{
for ( uint32_t i = 0 ; i < num_weights ; i + + )
dots [ i ] = weightedColors [ i ] . m_c [ 0 ] * ar + weightedColors [ i ] . m_c [ 1 ] * ag + weightedColors [ i ] . m_c [ 2 ] * ab + weightedColors [ i ] . m_c [ 3 ] * aa ;
}
else
{
assert ( aa = = 0 ) ;
for ( uint32_t i = 0 ; i < num_weights ; i + + )
dots [ i ] = weightedColors [ i ] . m_c [ 0 ] * ar + weightedColors [ i ] . m_c [ 1 ] * ag + weightedColors [ i ] . m_c [ 2 ] * ab ;
}
int thresh [ 32 - 1 ] ;
for ( uint32_t i = 0 ; i < ( num_weights - 1 ) ; i + + )
thresh [ i ] = ( dots [ i ] + dots [ i + 1 ] + 1 ) > > 1 ;
uint64_t total_err = 0 ;
if ( ( weights [ 0 ] | weights [ 1 ] | weights [ 2 ] | weights [ 3 ] ) = = 1 )
{
if ( num_comps = = 4 )
{
for ( uint32_t i = 0 ; i < num_pixels ; i + + )
{
const color_quad_u8 * pC = & pPixels [ i ] ;
int d = ar * pC - > m_c [ 0 ] + ag * pC - > m_c [ 1 ] + ab * pC - > m_c [ 2 ] + aa * pC - > m_c [ 3 ] ;
// Find approximate selector
uint32_t s = 0 ;
for ( int j = num_weights - 2 ; j > = 0 ; j - - )
{
if ( d > = thresh [ j ] )
{
s = j + 1 ;
break ;
}
}
// Compute error
const color_quad_u8 * pE1 = & weightedColors [ s ] ;
int dr = ( int ) pE1 - > m_c [ 0 ] - ( int ) pC - > m_c [ 0 ] ;
int dg = ( int ) pE1 - > m_c [ 1 ] - ( int ) pC - > m_c [ 1 ] ;
int db = ( int ) pE1 - > m_c [ 2 ] - ( int ) pC - > m_c [ 2 ] ;
int da = ( int ) pE1 - > m_c [ 3 ] - ( int ) pC - > m_c [ 3 ] ;
total_err + = ( dr * dr ) + ( dg * dg ) + ( db * db ) + ( da * da ) ;
if ( total_err > best_err_so_far )
break ;
}
}
else
{
for ( uint32_t i = 0 ; i < num_pixels ; i + + )
{
const color_quad_u8 * pC = & pPixels [ i ] ;
int d = ar * pC - > m_c [ 0 ] + ag * pC - > m_c [ 1 ] + ab * pC - > m_c [ 2 ] ;
// Find approximate selector
uint32_t s = 0 ;
for ( int j = num_weights - 2 ; j > = 0 ; j - - )
{
if ( d > = thresh [ j ] )
{
s = j + 1 ;
break ;
}
}
// Compute error
const color_quad_u8 * pE1 = & weightedColors [ s ] ;
int dr = ( int ) pE1 - > m_c [ 0 ] - ( int ) pC - > m_c [ 0 ] ;
int dg = ( int ) pE1 - > m_c [ 1 ] - ( int ) pC - > m_c [ 1 ] ;
int db = ( int ) pE1 - > m_c [ 2 ] - ( int ) pC - > m_c [ 2 ] ;
total_err + = ( dr * dr ) + ( dg * dg ) + ( db * db ) ;
if ( total_err > best_err_so_far )
break ;
}
}
}
else
{
if ( num_comps = = 4 )
{
for ( uint32_t i = 0 ; i < num_pixels ; i + + )
{
const color_quad_u8 * pC = & pPixels [ i ] ;
int d = ar * pC - > m_c [ 0 ] + ag * pC - > m_c [ 1 ] + ab * pC - > m_c [ 2 ] + aa * pC - > m_c [ 3 ] ;
// Find approximate selector
uint32_t s = 0 ;
for ( int j = num_weights - 2 ; j > = 0 ; j - - )
{
if ( d > = thresh [ j ] )
{
s = j + 1 ;
break ;
}
}
// Compute error
const color_quad_u8 * pE1 = & weightedColors [ s ] ;
int dr = ( int ) pE1 - > m_c [ 0 ] - ( int ) pC - > m_c [ 0 ] ;
int dg = ( int ) pE1 - > m_c [ 1 ] - ( int ) pC - > m_c [ 1 ] ;
int db = ( int ) pE1 - > m_c [ 2 ] - ( int ) pC - > m_c [ 2 ] ;
int da = ( int ) pE1 - > m_c [ 3 ] - ( int ) pC - > m_c [ 3 ] ;
total_err + = weights [ 0 ] * ( dr * dr ) + weights [ 1 ] * ( dg * dg ) + weights [ 2 ] * ( db * db ) + weights [ 3 ] * ( da * da ) ;
if ( total_err > best_err_so_far )
break ;
}
}
else
{
for ( uint32_t i = 0 ; i < num_pixels ; i + + )
{
const color_quad_u8 * pC = & pPixels [ i ] ;
int d = ar * pC - > m_c [ 0 ] + ag * pC - > m_c [ 1 ] + ab * pC - > m_c [ 2 ] ;
// Find approximate selector
uint32_t s = 0 ;
for ( int j = num_weights - 2 ; j > = 0 ; j - - )
{
if ( d > = thresh [ j ] )
{
s = j + 1 ;
break ;
}
}
// Compute error
const color_quad_u8 * pE1 = & weightedColors [ s ] ;
int dr = ( int ) pE1 - > m_c [ 0 ] - ( int ) pC - > m_c [ 0 ] ;
int dg = ( int ) pE1 - > m_c [ 1 ] - ( int ) pC - > m_c [ 1 ] ;
int db = ( int ) pE1 - > m_c [ 2 ] - ( int ) pC - > m_c [ 2 ] ;
total_err + = weights [ 0 ] * ( dr * dr ) + weights [ 1 ] * ( dg * dg ) + weights [ 2 ] * ( db * db ) ;
if ( total_err > best_err_so_far )
break ;
}
}
}
return total_err ;
}
} // namespace basisu