2 * Copyright (c) 2001-2016, Alliance for Open Media. All rights reserved
4 * This source code is subject to the terms of the BSD 2 Clause License and
5 * the Alliance for Open Media Patent License 1.0. If the BSD 2 Clause License
6 * was not distributed with this source code in the LICENSE file, you can
7 * obtain it at www.aomedia.org/license/software. If the Alliance for Open
8 * Media Patent License 1.0 was not distributed with this source code in the
9 * PATENTS file, you can obtain it at www.aomedia.org/license/patent.
16 #include "aom_dsp/entenc.h"
17 #include "aom_dsp/prob.h"
19 #if OD_MEASURE_EC_OVERHEAD
21 #define M_LOG2E (1.4426950408889634073599246810019)
23 #define OD_LOG2(x) (M_LOG2E * log(x))
24 #endif // OD_MEASURE_EC_OVERHEAD
27 See entdec.c and the references for implementation details \cite{Mar79,MNW98}.
30 author="Martin, G.N.N.",
31 title="Range encoding: an algorithm for removing redundancy from a digitised
33 booktitle="Video \& Data Recording Conference",
35 address="Southampton",
37 URL="http://www.compressconsult.com/rangecoder/rngcod.pdf.gz"
40 author="Alistair Moffat and Radford Neal and Ian H. Witten",
41 title="Arithmetic Coding Revisited",
42 journal="{ACM} Transactions on Information Systems",
48 URL="http://researchcommons.waikato.ac.nz/bitstream/handle/10289/78/content.pdf"
51 /*Takes updated low and range values, renormalizes them so that
52 32768 <= rng < 65536 (flushing bytes from low to the pre-carry buffer if
53 necessary), and stores them back in the encoder context.
54 low: The new value of low.
55 rng: The new value of the range.*/
56 static void od_ec_enc_normalize(od_ec_enc
*enc
, od_ec_window low
,
62 assert(rng
<= 65535U);
63 /*The number of leading zeros in the 16-bit binary representation of rng.*/
64 d
= 16 - OD_ILOG_NZ(rng
);
66 /*TODO: Right now we flush every time we have at least one byte available.
67 Instead we should use an od_ec_window and flush right before we're about to
68 shift bits off the end of the window.
69 For a 32-bit window this is about the same amount of work, but for a 64-bit
70 window it should be a fair win.*/
76 buf
= enc
->precarry_buf
;
77 storage
= enc
->precarry_storage
;
79 if (offs
+ 2 > storage
) {
80 storage
= 2 * storage
+ 2;
81 buf
= (uint16_t *)realloc(buf
, sizeof(*buf
) * storage
);
87 enc
->precarry_buf
= buf
;
88 enc
->precarry_storage
= storage
;
93 assert(offs
< storage
);
94 buf
[offs
++] = (uint16_t)(low
>> c
);
99 assert(offs
< storage
);
100 buf
[offs
++] = (uint16_t)(low
>> c
);
110 /*Initializes the encoder.
111 size: The initial size of the buffer, in bytes.*/
112 void od_ec_enc_init(od_ec_enc
*enc
, uint32_t size
) {
113 od_ec_enc_reset(enc
);
114 enc
->buf
= (unsigned char *)malloc(sizeof(*enc
->buf
) * size
);
116 if (size
> 0 && enc
->buf
== NULL
) {
120 enc
->precarry_buf
= (uint16_t *)malloc(sizeof(*enc
->precarry_buf
) * size
);
121 enc
->precarry_storage
= size
;
122 if (size
> 0 && enc
->precarry_buf
== NULL
) {
123 enc
->precarry_storage
= 0;
128 /*Reinitializes the encoder.*/
129 void od_ec_enc_reset(od_ec_enc
*enc
) {
133 /*This is initialized to -9 so that it crosses zero after we've accumulated
134 one byte + one carry bit.*/
137 #if OD_MEASURE_EC_OVERHEAD
143 /*Frees the buffers used by the encoder.*/
144 void od_ec_enc_clear(od_ec_enc
*enc
) {
145 free(enc
->precarry_buf
);
149 /*Encodes a symbol given its frequency in Q15.
150 fl: CDF_PROB_TOP minus the cumulative frequency of all symbols that come
153 fh: CDF_PROB_TOP minus the cumulative frequency of all symbols up to and
155 the one to be encoded.*/
156 static void od_ec_encode_q15(od_ec_enc
*enc
, unsigned fl
, unsigned fh
, int s
,
166 assert(fl
<= 32768U);
167 assert(7 - EC_PROB_SHIFT
- CDF_SHIFT
>= 0);
168 const int N
= nsyms
- 1;
169 if (fl
< CDF_PROB_TOP
) {
170 u
= ((r
>> 8) * (uint32_t)(fl
>> EC_PROB_SHIFT
) >>
171 (7 - EC_PROB_SHIFT
- CDF_SHIFT
)) +
172 EC_MIN_PROB
* (N
- (s
- 1));
173 v
= ((r
>> 8) * (uint32_t)(fh
>> EC_PROB_SHIFT
) >>
174 (7 - EC_PROB_SHIFT
- CDF_SHIFT
)) +
175 EC_MIN_PROB
* (N
- (s
+ 0));
179 r
-= ((r
>> 8) * (uint32_t)(fh
>> EC_PROB_SHIFT
) >>
180 (7 - EC_PROB_SHIFT
- CDF_SHIFT
)) +
181 EC_MIN_PROB
* (N
- (s
+ 0));
183 od_ec_enc_normalize(enc
, l
, r
);
184 #if OD_MEASURE_EC_OVERHEAD
185 enc
->entropy
-= OD_LOG2((double)(OD_ICDF(fh
) - OD_ICDF(fl
)) / CDF_PROB_TOP
.);
190 /*Encode a single binary value.
191 val: The value to encode (0 or 1).
192 f: The probability that the val is one, scaled by 32768.*/
193 void od_ec_encode_bool_q15(od_ec_enc
*enc
, int val
, unsigned f
) {
202 v
= ((r
>> 8) * (uint32_t)(f
>> EC_PROB_SHIFT
) >> (7 - EC_PROB_SHIFT
));
206 od_ec_enc_normalize(enc
, l
, r
);
207 #if OD_MEASURE_EC_OVERHEAD
208 enc
->entropy
-= OD_LOG2((double)(val
? f
: (32768 - f
)) / 32768.);
213 /*Encodes a symbol given a cumulative distribution function (CDF) table in Q15.
214 s: The index of the symbol to encode.
215 icdf: 32768 minus the CDF, such that symbol s falls in the range
216 [s > 0 ? (32768 - icdf[s - 1]) : 0, 32768 - icdf[s]).
217 The values must be monotonically decreasing, and icdf[nsyms - 1] must
219 nsyms: The number of symbols in the alphabet.
220 This should be at most 16.*/
221 void od_ec_encode_cdf_q15(od_ec_enc
*enc
, int s
, const uint16_t *icdf
,
226 assert(icdf
[nsyms
- 1] == OD_ICDF(CDF_PROB_TOP
));
227 od_ec_encode_q15(enc
, s
> 0 ? icdf
[s
- 1] : OD_ICDF(0), icdf
[s
], s
, nsyms
);
230 /*Overwrites a few bits at the very start of an existing stream, after they
231 have already been encoded.
232 This makes it possible to have a few flags up front, where it is easy for
233 decoders to access them without parsing the whole stream, even if their
234 values are not determined until late in the encoding process, without having
235 to buffer all the intermediate symbols in the encoder.
236 In order for this to work, at least nbits bits must have already been encoded
237 using probabilities that are an exact power of two.
238 The encoder can verify the number of encoded bits is sufficient, but cannot
239 check this latter condition.
240 val: The bits to encode (in the least nbits significant bits).
241 They will be decoded in order from most-significant to least.
242 nbits: The number of bits to overwrite.
243 This must be no more than 8.*/
244 void od_ec_enc_patch_initial_bits(od_ec_enc
*enc
, unsigned val
, int nbits
) {
249 assert(val
< 1U << nbits
);
251 mask
= ((1U << nbits
) - 1) << shift
;
253 /*The first byte has been finalized.*/
254 enc
->precarry_buf
[0] =
255 (uint16_t)((enc
->precarry_buf
[0] & ~mask
) | val
<< shift
);
256 } else if (9 + enc
->cnt
+ (enc
->rng
== 0x8000) > nbits
) {
257 /*The first byte has yet to be output.*/
258 enc
->low
= (enc
->low
& ~((od_ec_window
)mask
<< (16 + enc
->cnt
))) |
259 (od_ec_window
)val
<< (16 + enc
->cnt
+ shift
);
261 /*The encoder hasn't even encoded _nbits of data yet.*/
266 #if OD_MEASURE_EC_OVERHEAD
270 /*Indicates that there are no more symbols to encode.
271 All remaining output bytes are flushed to the output buffer.
272 od_ec_enc_reset() should be called before using the encoder again.
273 bytes: Returns the size of the encoded data in the returned buffer.
274 Return: A pointer to the start of the final buffer, or NULL if there was an
276 unsigned char *od_ec_enc_done(od_ec_enc
*enc
, uint32_t *nbytes
) {
286 if (enc
->error
) return NULL
;
287 #if OD_MEASURE_EC_OVERHEAD
290 /* Don't count the 1 bit we lose to raw bits as overhead. */
291 tell
= od_ec_enc_tell(enc
) - 1;
292 fprintf(stderr
, "overhead: %f%%\n",
293 100 * (tell
- enc
->entropy
) / enc
->entropy
);
294 fprintf(stderr
, "efficiency: %f bits/symbol\n",
295 (double)tell
/ enc
->nb_symbols
);
298 /*We output the minimum number of bits that ensures that the symbols encoded
299 thus far will be decoded correctly regardless of the bits that follow.*/
304 e
= ((l
+ m
) & ~m
) | (m
+ 1);
307 buf
= enc
->precarry_buf
;
310 storage
= enc
->precarry_storage
;
311 if (offs
+ ((s
+ 7) >> 3) > storage
) {
312 storage
= storage
* 2 + ((s
+ 7) >> 3);
313 buf
= (uint16_t *)realloc(buf
, sizeof(*buf
) * storage
);
318 enc
->precarry_buf
= buf
;
319 enc
->precarry_storage
= storage
;
321 n
= (1 << (c
+ 16)) - 1;
323 assert(offs
< storage
);
324 buf
[offs
++] = (uint16_t)(e
>> (c
+ 16));
331 /*Make sure there's enough room for the entropy-coded bits.*/
333 storage
= enc
->storage
;
334 c
= OD_MAXI((s
+ 7) >> 3, 0);
335 if (offs
+ c
> storage
) {
337 out
= (unsigned char *)realloc(out
, sizeof(*out
) * storage
);
343 enc
->storage
= storage
;
346 /*Perform carry propagation.*/
347 assert(offs
<= storage
);
348 out
= out
+ storage
- offs
;
353 out
[offs
] = (unsigned char)c
;
356 /*Note: Unless there's an allocation error, if you keep encoding into the
357 current buffer and call this function again later, everything will work
358 just fine (you won't get a new packet out, but you will get a single
359 buffer with the new data appended to the old).
360 However, this function is O(N) where N is the amount of data coded so far,
361 so calling it more than once for a given packet is a bad idea.*/
365 /*Returns the number of bits "used" by the encoded symbols so far.
366 This same number can be computed in either the encoder or the decoder, and is
367 suitable for making coding decisions.
368 Warning: The value returned by this function can decrease compared to an
369 earlier call, even after encoding more data, if there is an encoding error
370 (i.e., a failure to allocate enough space for the output buffer).
371 Return: The number of bits.
372 This will always be slightly larger than the exact value (e.g., all
373 rounding error is in the positive direction).*/
374 int od_ec_enc_tell(const od_ec_enc
*enc
) {
375 /*The 10 here counteracts the offset of -9 baked into cnt, and adds 1 extra
376 bit, which we reserve for terminating the stream.*/
377 return (enc
->cnt
+ 10) + enc
->offs
* 8;
380 /*Returns the number of bits "used" by the encoded symbols so far.
381 This same number can be computed in either the encoder or the decoder, and is
382 suitable for making coding decisions.
383 Warning: The value returned by this function can decrease compared to an
384 earlier call, even after encoding more data, if there is an encoding error
385 (i.e., a failure to allocate enough space for the output buffer).
386 Return: The number of bits scaled by 2**OD_BITRES.
387 This will always be slightly larger than the exact value (e.g., all
388 rounding error is in the positive direction).*/
389 uint32_t od_ec_enc_tell_frac(const od_ec_enc
*enc
) {
390 return od_ec_tell_frac(od_ec_enc_tell(enc
), enc
->rng
);
393 /*Saves a entropy coder checkpoint to dst.
394 This allows an encoder to reverse a series of entropy coder
395 decisions if it decides that the information would have been
396 better coded some other way.*/
397 void od_ec_enc_checkpoint(od_ec_enc
*dst
, const od_ec_enc
*src
) {
398 OD_COPY(dst
, src
, 1);
401 /*Restores an entropy coder checkpoint saved by od_ec_enc_checkpoint.
402 This can only be used to restore from checkpoints earlier in the target
403 state's history: you can not switch backwards and forwards or otherwise
404 switch to a state which isn't a casual ancestor of the current state.
405 Restore is also incompatible with patching the initial bits, as the
406 changes will remain in the restored version.*/
407 void od_ec_enc_rollback(od_ec_enc
*dst
, const od_ec_enc
*src
) {
410 uint16_t *precarry_buf
;
411 uint32_t precarry_storage
;
412 assert(dst
->storage
>= src
->storage
);
413 assert(dst
->precarry_storage
>= src
->precarry_storage
);
415 storage
= dst
->storage
;
416 precarry_buf
= dst
->precarry_buf
;
417 precarry_storage
= dst
->precarry_storage
;
418 OD_COPY(dst
, src
, 1);
420 dst
->storage
= storage
;
421 dst
->precarry_buf
= precarry_buf
;
422 dst
->precarry_storage
= precarry_storage
;