Add an implementation of Asymetric Numeral Systems (ANS). Change-Id: Ie41bc72127e700887566dcc951da9d83a0b94891
diff --git a/test/test.mk b/test/test.mk index 471f870..81f20fb 100644 --- a/test/test.mk +++ b/test/test.mk
@@ -165,6 +165,7 @@ LIBVPX_TEST_SRCS-yes += vp10_inv_txfm_test.cc LIBVPX_TEST_SRCS-$(CONFIG_VP10_ENCODER) += vp10_dct_test.cc +LIBVPX_TEST_SRCS-$(CONFIG_ANS) += vp10_ans_test.cc endif # VP10
diff --git a/test/vp10_ans_test.cc b/test/vp10_ans_test.cc new file mode 100644 index 0000000..441583a --- /dev/null +++ b/test/vp10_ans_test.cc
@@ -0,0 +1,337 @@ +/* + * Copyright (c) 2015 The WebM project authors. All Rights Reserved. + * + * Use of this source code is governed by a BSD-style license + * that can be found in the LICENSE file in the root of the source + * tree. An additional intellectual property rights grant can be found + * in the file PATENTS. All contributing project authors may + * be found in the AUTHORS file in the root of the source tree. + */ + +#include <assert.h> +#include <math.h> +#include <stdio.h> +#include <ctime> +#include <utility> +#include <vector> + +#include "third_party/googletest/src/include/gtest/gtest.h" + +#include "test/acm_random.h" +#include "vp10/common/ans.h" +#include "vp10/encoder/treewriter.h" +#include "vpx_dsp/bitreader.h" +#include "vpx_dsp/bitwriter.h" + +namespace { +typedef std::vector<std::pair<uint8_t, bool> > PvVec; + +PvVec abs_encode_build_vals(int iters) { + PvVec ret; + libvpx_test::ACMRandom gen(0x30317076); + double entropy = 0; + for (int i = 0; i < iters; ++i) { + uint8_t p; + do { + p = gen.Rand8(); + } while (p == 0); // zero is not a valid coding probability + bool b = gen.Rand8() < p; + ret.push_back(std::make_pair(static_cast<uint8_t>(p), b)); + double d = p / 256.; + entropy += -d * log2(d) - (1 - d) * log2(1 - d); + } + printf("entropy %f\n", entropy); + return ret; +} + +bool check_rabs(const PvVec &pv_vec, uint8_t *buf) { + AnsCoder a; + ans_write_init(&a, buf); + + std::clock_t start = std::clock(); + for (PvVec::const_reverse_iterator it = pv_vec.rbegin(); it != pv_vec.rend(); + ++it) { + rabs_write(&a, it->second, 256 - it->first); + } + std::clock_t enc_time = std::clock() - start; + int offset = ans_write_end(&a); + bool okay = true; + AnsDecoder d; + if (ans_read_init(&d, buf, offset)) return false; + start = std::clock(); + for (PvVec::const_iterator it = pv_vec.begin(); it != pv_vec.end(); ++it) { + okay &= rabs_read(&d, 256 - it->first) == it->second; + } + std::clock_t dec_time = std::clock() - start; + if (!okay) return false; + printf("rABS size %d enc_time %f dec_time %f\n", offset, + static_cast<float>(enc_time) / CLOCKS_PER_SEC, + static_cast<float>(dec_time) / CLOCKS_PER_SEC); + return ans_read_end(&d); +} + +bool check_rabs_asc(const PvVec &pv_vec, uint8_t *buf) { + AnsCoder a; + ans_write_init(&a, buf); + + std::clock_t start = std::clock(); + for (PvVec::const_reverse_iterator it = pv_vec.rbegin(); it != pv_vec.rend(); + ++it) { + rabs_asc_write(&a, it->second, 256 - it->first); + } + std::clock_t enc_time = std::clock() - start; + int offset = ans_write_end(&a); + bool okay = true; + AnsDecoder d; + if (ans_read_init(&d, buf, offset)) return false; + start = std::clock(); + for (PvVec::const_iterator it = pv_vec.begin(); it != pv_vec.end(); ++it) { + okay &= rabs_asc_read(&d, 256 - it->first) == it->second; + } + std::clock_t dec_time = std::clock() - start; + if (!okay) return false; + printf("rABS (asc) size %d enc_time %f dec_time %f\n", offset, + static_cast<float>(enc_time) / CLOCKS_PER_SEC, + static_cast<float>(dec_time) / CLOCKS_PER_SEC); + return ans_read_end(&d); +} + +bool check_uabs(const PvVec &pv_vec, uint8_t *buf) { + AnsCoder a; + ans_write_init(&a, buf); + + std::clock_t start = std::clock(); + for (PvVec::const_reverse_iterator it = pv_vec.rbegin(); it != pv_vec.rend(); + ++it) { + uabs_write(&a, it->second, 256 - it->first); + } + std::clock_t enc_time = std::clock() - start; + int offset = ans_write_end(&a); + bool okay = true; + AnsDecoder d; + if (ans_read_init(&d, buf, offset)) return false; + start = std::clock(); + for (PvVec::const_iterator it = pv_vec.begin(); it != pv_vec.end(); ++it) { + okay &= uabs_read(&d, 256 - it->first) == it->second; + } + std::clock_t dec_time = std::clock() - start; + if (!okay) return false; + printf("uABS size %d enc_time %f dec_time %f\n", offset, + static_cast<float>(enc_time) / CLOCKS_PER_SEC, + static_cast<float>(dec_time) / CLOCKS_PER_SEC); + return ans_read_end(&d); +} + +bool check_vpxbool(const PvVec &pv_vec, uint8_t *buf) { + vpx_writer w; + vpx_reader r; + vpx_start_encode(&w, buf); + + std::clock_t start = std::clock(); + for (PvVec::const_iterator it = pv_vec.begin(); it != pv_vec.end(); ++it) { + vpx_write(&w, it->second, 256 - it->first); + } + std::clock_t enc_time = std::clock() - start; + vpx_stop_encode(&w); + bool okay = true; + vpx_reader_init(&r, buf, w.pos, NULL, NULL); + start = std::clock(); + for (PvVec::const_iterator it = pv_vec.begin(); it != pv_vec.end(); ++it) { + okay &= vpx_read(&r, 256 - it->first) == it->second; + } + std::clock_t dec_time = std::clock() - start; + printf("VPX size %d enc_time %f dec_time %f\n", w.pos, + static_cast<float>(enc_time) / CLOCKS_PER_SEC, + static_cast<float>(dec_time) / CLOCKS_PER_SEC); + return okay; +} + +const rans_sym rans_sym_tab[] = { + {70, 186}, {70, 116}, {100, 16}, {16, 0}, +}; +const int kDistinctSyms = sizeof(rans_sym_tab) / sizeof(rans_sym_tab[0]); + +std::vector<int> ans_encode_build_vals(const rans_sym *tab, int iters) { + std::vector<int> p_to_sym; + int i = 0; + while (p_to_sym.size() < 256) { + p_to_sym.insert(p_to_sym.end(), tab[i].prob, i); + ++i; + } + assert(p_to_sym.size() == 256); + std::vector<int> ret; + libvpx_test::ACMRandom gen(18543637); + for (int i = 0; i < iters; ++i) { + int sym = p_to_sym[gen.Rand8()]; + ret.push_back(sym); + } + return ret; +} + +void rans_build_dec_tab(const struct rans_sym sym_tab[], + rans_dec_lut dec_tab) { + int val = 0; + int i; + for (i = ans_p8_precision - 1; i >= 0; --i) { + dec_tab[i].val = val; + dec_tab[i].prob = sym_tab[val].prob; + dec_tab[i].cum_prob = sym_tab[val].cum_prob; + if (i == sym_tab[val].cum_prob) ++val; + } +} + +bool check_rans(const std::vector<int> &sym_vec, const rans_sym *const tab, + uint8_t *buf) { + AnsCoder a; + ans_write_init(&a, buf); + rans_dec_lut dec_tab; + rans_build_dec_tab(tab, dec_tab); + + std::clock_t start = std::clock(); + for (std::vector<int>::const_reverse_iterator it = sym_vec.rbegin(); + it != sym_vec.rend(); ++it) { + rans_write(&a, &tab[*it]); + } + std::clock_t enc_time = std::clock() - start; + int offset = ans_write_end(&a); + bool okay = true; + AnsDecoder d; + if (ans_read_init(&d, buf, offset)) return false; + start = std::clock(); + for (std::vector<int>::const_iterator it = sym_vec.begin(); + it != sym_vec.end(); ++it) { + okay &= rans_read(&d, dec_tab) == *it; + } + std::clock_t dec_time = std::clock() - start; + if (!okay) return false; + printf("rANS size %d enc_time %f dec_time %f\n", offset, + static_cast<float>(enc_time) / CLOCKS_PER_SEC, + static_cast<float>(dec_time) / CLOCKS_PER_SEC); + return ans_read_end(&d); +} + +void build_tree(vpx_tree_index *tree, int num_syms) { + vpx_tree_index i; + int sym = 0; + for (i = 0; i < num_syms - 1; ++i) { + tree[2 * i] = sym--; + tree[2 * i + 1] = 2 * (i + 1); + } + tree[2 * i - 1] = sym; +} + +// treep are the probabilites of tree nodes like: +// * +// / \ +// -sym0 * +// / \ +// -sym1 * +// / \ +// -sym2 -sym3 +void tab2tree(const rans_sym *tab, int tab_size, vpx_prob *treep) { + const unsigned basep = 256; + unsigned pleft = basep; + for (int i = 0; i < tab_size - 1; ++i) { + unsigned prob = (tab[i].prob * basep + (basep / 2)) / pleft; + assert(prob > 0 && prob < 256); + treep[i] = prob; + pleft -= tab[i].prob; + } +} + +struct sym_bools { + unsigned bits; + int len; +}; + +static void make_tree_bits_tab(sym_bools *tab, int num_syms) { + unsigned bits = 0; + int len = 0; + int i; + for (i = 0; i < num_syms - 1; ++i) { + bits *= 2; + ++len; + tab[i].bits = bits; + tab[i].len = len; + ++bits; + } + tab[i].bits = bits; + tab[i].len = len; +} + +void build_tpb(vpx_prob probs[/*num_syms*/], + vpx_tree_index tree[/*2*num_syms*/], + sym_bools bit_len[/*num_syms*/], + const rans_sym sym_tab[/*num_syms*/], int num_syms) { + tab2tree(sym_tab, num_syms, probs); + build_tree(tree, num_syms); + make_tree_bits_tab(bit_len, num_syms); +} + +bool check_vpxtree(const std::vector<int> &sym_vec, const rans_sym *sym_tab, + uint8_t *buf) { + vpx_writer w; + vpx_reader r; + vpx_start_encode(&w, buf); + + vpx_prob probs[kDistinctSyms]; + vpx_tree_index tree[2 * kDistinctSyms]; + sym_bools bit_len[kDistinctSyms]; + build_tpb(probs, tree, bit_len, sym_tab, kDistinctSyms); + + std::clock_t start = std::clock(); + for (std::vector<int>::const_iterator it = sym_vec.begin(); + it != sym_vec.end(); ++it) { + vp10_write_tree(&w, tree, probs, bit_len[*it].bits, bit_len[*it].len, 0); + } + std::clock_t enc_time = std::clock() - start; + vpx_stop_encode(&w); + vpx_reader_init(&r, buf, w.pos, NULL, NULL); + start = std::clock(); + for (std::vector<int>::const_iterator it = sym_vec.begin(); + it != sym_vec.end(); ++it) { + if (vpx_read_tree(&r, tree, probs) != *it) return false; + } + std::clock_t dec_time = std::clock() - start; + printf("VPXtree size %u enc_time %f dec_time %f\n", w.pos, + static_cast<float>(enc_time) / CLOCKS_PER_SEC, + static_cast<float>(dec_time) / CLOCKS_PER_SEC); + return true; +} + +class Vp10AbsTest : public ::testing::Test { + protected: + static void SetUpTestCase() { pv_vec_ = abs_encode_build_vals(kNumBools); } + virtual void SetUp() { buf_ = new uint8_t[kNumBools / 8]; } + virtual void TearDown() { delete[] buf_; } + static const int kNumBools = 100000000; + static PvVec pv_vec_; + uint8_t *buf_; +}; +PvVec Vp10AbsTest::pv_vec_; + +class Vp10AnsTest : public ::testing::Test { + protected: + static void SetUpTestCase() { + sym_vec_ = ans_encode_build_vals(rans_sym_tab, kNumSyms); + } + virtual void SetUp() { buf_ = new uint8_t[kNumSyms / 2]; } + virtual void TearDown() { delete[] buf_; } + static const int kNumSyms = 25000000; + static std::vector<int> sym_vec_; + uint8_t *buf_; +}; +std::vector<int> Vp10AnsTest::sym_vec_; + +TEST_F(Vp10AbsTest, Vpxbool) { EXPECT_TRUE(check_vpxbool(pv_vec_, buf_)); } +TEST_F(Vp10AbsTest, Rabs) { EXPECT_TRUE(check_rabs(pv_vec_, buf_)); } +TEST_F(Vp10AbsTest, RabsAsc) { EXPECT_TRUE(check_rabs_asc(pv_vec_, buf_)); } +TEST_F(Vp10AbsTest, Uabs) { EXPECT_TRUE(check_uabs(pv_vec_, buf_)); } + +TEST_F(Vp10AnsTest, Rans) { + EXPECT_TRUE(check_rans(sym_vec_, rans_sym_tab, buf_)); +} +TEST_F(Vp10AnsTest, Vpxtree) { + EXPECT_TRUE(check_vpxtree(sym_vec_, rans_sym_tab, buf_)); +} +} // namespace