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authorJason Linehan <patientulysses@gmail.com>2015-09-01 12:12:39 -0400
committerJason Linehan <patientulysses@gmail.com>2015-09-01 12:12:39 -0400
commitb2be5109167f1e8bc18b18ea71c2159853d5fa39 (patch)
tree7dff45ddd365487664df9de464b8b0f0f8f385ca
parent70a4d1c7c4e3c2bf4a89e6a21bcaa4277db9544d (diff)
downloadhug-b2be5109167f1e8bc18b18ea71c2159853d5fa39.tar.gz
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Re-added the large-context modeller... restores idempotence.
Restoring idempotence was ... difficult.
-rw-r--r--Makefile5
-rw-r--r--coder.c262
-rw-r--r--coder.h27
-rw-r--r--context.c747
-rw-r--r--context.h53
-rw-r--r--log/ac.log.num23403
-rw-r--r--log/ac.plot2
-rw-r--r--main.c83
-rw-r--r--mixer.c13
-rw-r--r--model.c179
-rw-r--r--model.h3
-rw-r--r--predictor.c8
-rw-r--r--util.c22
-rw-r--r--util.h2
14 files changed, 13118 insertions, 11691 deletions
diff --git a/Makefile b/Makefile
index 6cb697e..4af9378 100644
--- a/Makefile
+++ b/Makefile
@@ -48,6 +48,7 @@ HUG_SOURCES=main.c \
coder.c \
mixer.c \
predictor.c \
+ context.c \
model.c \
@@ -65,9 +66,9 @@ all: hug
test: hug
./gypsy dat/csf.txt
- ./gypsy -d csf.txt.zpaq csf.out
+ ./gypsy -d csf.txt.gy csf.out
diff csf.out dat/csf.txt
- rm csf.out csf.txt.zpaq
+ rm csf.out csf.txt.gy
hug: $(HUG_SOURCES) asm
$(CPP_COMPILER) $(CC_FLAGS) $(HUG_SOURCES) $(ASM_OBJECTS) -o gypsy
diff --git a/coder.c b/coder.c
index 4530b2c..dc4c836 100644
--- a/coder.c
+++ b/coder.c
@@ -1,222 +1,187 @@
#include <stdlib.h>
-#include <assert.h>
#include <stdio.h>
-#include "predictor.h"
+#include <stdint.h>
+#include <limits.h>
+#include <assert.h>
#include "coder.h"
/******************************************************************************
* ARITHMETIC CODER
******************************************************************************/
-#include <stdint.h>
-#include <limits.h>
extern int MODE;
-/*
- * APPEND_BYTE()
- * `````````````
- * "Append" a byte to an existing value.
- *
- * @target: Value to append to. Should be at least 16-bits.
- * @byte : Byte to be appended. Will be wrapped if @byte>255.
- * Return : @target appended with @byte. @target is not modified.
- *
- * NOTE
- * Here is an explanation of the bitwise operations.
- *
- * 0. Shift the target left by 8 bits,
- * to make room for the new byte.
- *
- * 1. Ensure that the byte is actually
- * a byte, by doing a BITWISE AND
- * with the value 0xFF == 255 == 2^8,
- * the maximum value a byte can have.
- *
- * This acts as a fast binary modulus,
- * ensuring the byte value is between
- * 0-255, and will fit within 8 bits.
- *
- * 2. Use BITWISE OR to combine the left
- * shifted target with the wrapped byte
- * to obtain the final output.
- *
- * Instead of BITWISE OR, addition could
- * also be used, as the two are the same
- * thing here since the 8 low-order bits
- * are all 0.
- */
-#define APPEND_BYTE(target, byte) (((target)<<8) | (byte & 0xFF))
+#define PR_BITS 12 /* (0-4095) */
+#define PR_MAX 4095 /* Maximum probability value */
/*
* NOTE
- * We want to use our probability value to choose the midpoint
- * of the new interval.
+ * To adaptively choose the midpoint of our interval, we
+ * multiply the current interval by a fractional value
+ * (p/PR_MAX), where p is some probability (0-PR_MAX).
*
- * To do this, we simply multiply the current interval by
- * a fractional value (p/4096), where p is the probability
- * ranging from 0-4096.
+ * We are working in fixed-point arithmetic, so to get
+ * the integral part, we do:
*
- * interval * (p/4096)
- *
- * This gives us the integral part.
+ * interval * (p/PR_MAX)
*
* To get the fractional part, we compute the remainder of
- * the interval mod 4096, and again apply
+ * the interval mod PR_MAX, and do:
*
- * remainder * (p/4096)
+ * remainder * (p/PR_MAX)
*
- * Then we add them, and this is the new midpoint.
+ * Then we add the integral and fractional parts, and this
+ * is the new midpoint.
*
* ---------------------------------------------------------------
+ */
+#define MIDPOINT(lo, hi, prob) \
+ (lo + ((hi - lo)>>PR_BITS)*prob + ((hi - lo & PR_MAX)*prob>>PR_BITS))
+/*
+ * ---------------------------------------------------------------
*
- * Recall that ">> 12" is arithmetic right-shift by 12 bits,
- * which is equivalent to division by 2^12 = 4096.
+ * Recall that ">> PR_BITS" is arithmetic right-shift by PR_BITS bits,
+ * which is equivalent to division by 2^PR_BITS = PR_MAX.
*
- * Recall that "& 4095" is equivalent to calculating the remainder
- * of the interval mod 4096.
+ * Recall that "& PR_MAX" is equivalent to calculating the remainder
+ * of the interval mod PR_MAX.
*
- * ---------------------------------------------------------------
- * This works because of an interesting property of modular
- * arithmetic:
+ * This works because:
*
* x mod 2^n == x & 2^(n-1)
*
* This only works for integer powers of 2, because powers of two
* have the unique property of having only one bit set to '1' in
* their (unsigned) binary expansion.
- *
- * This is probably true in any base, but obviously as '&' is
- * a bitwise operation, we only care about base-2.
*/
-#define MIDPOINT(lo, hi, prob) \
- (lo + ((hi - lo)>>12)*prob + ((hi - lo & 4095)*prob>>12))
+/******************************************************************************
+ * FUNCTIONS
+ ******************************************************************************/
/**
- * encoder_init()
- * ``````````````
+ * ac_init()
+ * `````````
* Initialize the encoder structure.
*
- * @enc : Reference to encoder structure.
+ * @ac : Reference to encoder structure.
* @file : Output file.
* Return: Nothing
*/
-void ac_init(struct ac_t *e, FILE *file)
+void ac_init(struct ac_t *ac, FILE *file)
{
int i;
- e->x0 = 0;
- e->x1 = 0xffffffff;
- e->word = 0;
+ ac->lo = 0x00000000;
+ ac->hi = 0xFFFFFFFF;
+ ac->word = 0x00000000;
if (level > 0 && MODE == DECOMPRESS) {
- for (i=0; i<4; i++) {
- e->word = APPEND_BYTE(e->word, getc(file));
- }
+ /* Read in a word (getc returns a byte) */
+ ac->word = (ac->word << 8) | (getc(file) & 0xFF);
+ ac->word = (ac->word << 8) | (getc(file) & 0xFF);
+ ac->word = (ac->word << 8) | (getc(file) & 0xFF);
+ ac->word = (ac->word << 8) | (getc(file) & 0xFF);
}
}
/**
- * ac_encode_flush()
- * `````````````````
- * Get any ready bytes from the encoder.
+ * ac_encoder_add_bit()
+ * ````````````````````
+ * Encode a bit.
*
- * @e : Reference to encoder structure.
- * Return: Encoded byte if available, UINT32_MAX if none available.
+ * @ac : Reference to encoder structure.
+ * @p : A prediction (probability) from (0-4096)
+ * @bit : Bit to encode.
+ * Return: The bit decoded (1 or 0) (should match @bit)
*/
-uint32_t ac_encode_flush(struct ac_t *e)
+int ac_encoder_add_bit(struct ac_t *ac, int p, int bit)
{
- uint32_t ret;
+ /* Midpoint of current range */
+ uint32_t mid;
- if (((e->x0 ^ e->x1) & 0xFF000000) == 0) {
- /*
- * Get leading 8 bits in low-order position
- * by shifting right 24 bits.
- */
- ret = e->x1 >> 24;
+ mid = MIDPOINT(ac->lo, ac->hi, p);
- e->x0 = (e->x0 << 8);
- e->x1 = (e->x1 << 8) + 255;
+ log_msg(LOG_AC, "%g\n", (double)p/(double)4096);
- return ret;
+ assert(mid >= ac->lo && mid < ac->hi);
+
+ /* Adjust the endpoints depending on the bit value y */
+ if (bit == 0) {
+ ac->lo = mid + 1;
} else {
- return UINT32_MAX;
+ ac->hi = mid;
}
-}
-/**
- * ac_encode_finish()
- * ``````````````````
- * Flush first unequal byte of range
- *
- * @enc : Reference to encoder structure.
- * Return: First unequal byte of range if available, else UINT32_MAX
- */
-void ac_encode_finish(struct ac_t *e, FILE *file)
-{
- if (MODE == COMPRESS && level>0) {
- /* Flush first unequal byte of range */
- putc(e->x0 >> 24, file);
- }
+ return bit;
}
/**
- * ac_encode_bit()
- * ```````````````
- * Encode a bit.
+ * ac_encoder_try_get_byte()
+ * `````````````````````````
+ * Get any ready bytes from the encoder.
*
- * @e : Reference to encoder structure.
- * @p : A prediction (probability) from (0-4096) TODO:unsigned?
- * @bit : Bit to encode.
- * Return: The bit decoded (1 or 0) (should match @bit)
+ * @ac : Reference to arithmetic coder structure.
+ * Return: Encoded byte if available, UINT32_MAX if none available.
*/
-int ac_encode_bit(struct ac_t *e, int p, int bit)
+uint32_t ac_encoder_try_get_byte(struct ac_t *ac)
{
- /* Midpoint of current range */
- uint32_t xmid;
+ uint32_t byte = 0x00000000;
- /* What is this doing? */
- p += (p < 2048) ? 1 : 0;
+ /* The endpoints are equal on their high-order byte */
+ if (((ac->lo ^ ac->hi) & 0xFF000000) == 0) {
- /* See NOTE at top */
- xmid = MIDPOINT(e->x0, e->x1, p);
+ /* Gets high-order byte */
+ byte = (ac->hi >> 24);
- log_msg(LOG_AC, "%g\n", (double)p/(double)4096);
+ ac->lo = (ac->lo << 8);
+ ac->hi = (ac->hi << 8) + 255;
- assert(xmid >= e->x0 && xmid < e->x1);
-
- /* Adjust the endpoints depending on the bit value y */
- if (bit == 0) {
- e->x0 = xmid+1;
+ return byte;
} else {
- e->x1 = xmid;
+ return UINT32_MAX;
}
+}
- return bit;
- /* Whether we are ready to write output */
- /*return (((e->x0 ^ e->x1) & 0xFF000000) == 0) ? 1 : 0;*/
+/**
+ * ac_encoder_flush()
+ * ``````````````````
+ * Flush first unequal byte of range
+ *
+ * @ac : Reference to arithmetic coder structure.
+ * Return: Nothing
+ */
+void ac_encoder_flush(struct ac_t *ac, FILE *file)
+{
+ if (MODE == COMPRESS && level > 0) {
+ /* Write high-order byte to file */
+ putc((ac->lo >> 24), file);
+ }
}
/**
- * ac_decode_try_add_byte()
- * ````````````````````````
+ * ac_decoder_try_add_byte()
+ * `````````````````````````
* Try to add a new input character to the encoder.
*
- * @e : Reference to encoder structure.
+ * @ac : Reference to encoder structure.
* @byte : New byte from the compressed file.
* Return: 1 if @byte appended, otherwise 0.
*/
-int ac_decode_try_add_byte(struct ac_t *e, int byte)
+int ac_decoder_try_add_byte(struct ac_t *ac, uint8_t byte)
{
- if (((e->x0 ^ e->x1) & 0xFF000000) == 0) {
+ /* The endpoints are equal on their high-order byte */
+ if (((ac->lo ^ ac->hi) & 0xFF000000) == 0) {
- e->x0 = (e->x0 << 8);
- e->x1 = (e->x1 << 8) + 255;
+ /* Shift endpoints and separate low-order bytes */
+ ac->lo = (ac->lo << 8) | 0x00000000;
+ ac->hi = (ac->hi << 8) | 0x000000FF;
- e->word = APPEND_BYTE(e->word, byte);
+ /* Shift+Append the new byte to the word */
+ ac->word = (ac->word << 8) | (byte & 0xFF);
return 1;
} else {
@@ -224,36 +189,33 @@ int ac_decode_try_add_byte(struct ac_t *e, int byte)
}
}
+
/**
- * ac_decode_bit()
- * ```````````````
+ * ac_decoder_get_bit()
+ * ````````````````````
* Decode a bit.
*
- * @e : Reference to encoder structure.
+ * @ac : Reference to encoder structure.
* @p : A prediction (probability) from (0-4096) TODO:unsigned?
* Return: The bit decoded (1 or 0)
*/
-int ac_decode_bit(struct ac_t *e, int p)
+int ac_decoder_get_bit(struct ac_t *ac, int p)
{
/* Midpoint of current range */
- uint32_t xmid;
- int bit;
-
- /* What is this doing? */
- p += (p < 2048) ? 1 : 0;
+ uint32_t mid;
+ int bit;
- /* See NOTE at top */
- xmid = MIDPOINT(e->x0, e->x1, p);
+ mid = MIDPOINT(ac->lo, ac->hi, p);
- assert(xmid >= e->x0 && xmid < e->x1);
+ assert(mid >= ac->lo && mid < ac->hi);
- bit = (e->word <= xmid) ? 1 : 0;
+ bit = (ac->word <= mid) ? 1 : 0;
/* Adjust the endpoints depending on the bit value y */
if (bit == 0) {
- e->x0 = xmid+1;
+ ac->lo = mid + 1;
} else {
- e->x1 = xmid;
+ ac->hi = mid;
}
return bit;
diff --git a/coder.h b/coder.h
index 754fd06..ddecf1a 100644
--- a/coder.h
+++ b/coder.h
@@ -3,18 +3,27 @@
#include "util.h"
+/*
+ * The range is initially [0,1). Range values are scaled by 2^32,
+ * i.e., represented as 32-bit fixed-point values (uint32_t).
+ *
+ * In this world, 1 == 0xFFFFFFFF == UINT32_MAX.
+ */
+
struct ac_t {
- uint32_t x0; /* Range start, initially [0,1), scaled by 2^32 */
- uint32_t x1; /* Range end */
- uint32_t word; /* DECOMPRESS: Last 4 input bytes of archive */
+ uint32_t lo; /* Lower-bound of range */
+ uint32_t hi; /* Upper-bound of range */
+ uint32_t word; /* Last 4 input bytes (used for decoding) */
};
-void ac_init (struct ac_t *e, FILE *file);
-int ac_encode_bit (struct ac_t *e, int p, int bit);
-uint32_t ac_encode_flush (struct ac_t *e);
-void ac_encode_finish (struct ac_t *e, FILE *file);
-int ac_decode_bit (struct ac_t *e, int p);
-int ac_decode_try_add_byte(struct ac_t *e, int byte);
+void ac_init (struct ac_t *ac, FILE *file);
+void ac_encoder_flush (struct ac_t *ac, FILE *file);
+
+int ac_encoder_add_bit (struct ac_t *ac, int p, int bit);
+uint32_t ac_encoder_try_get_byte(struct ac_t *ac);
+
+int ac_decoder_get_bit (struct ac_t *ac, int p);
+int ac_decoder_try_add_byte(struct ac_t *ac, uint8_t byte);
#endif
diff --git a/context.c b/context.c
new file mode 100644
index 0000000..244da20
--- /dev/null
+++ b/context.c
@@ -0,0 +1,747 @@
+#include <stdlib.h>
+#include <stdio.h>
+#include <string.h>
+#include "context.h"
+/*
+ *
+ *
+ * TODO TODO TODO NOTE
+ * TODO TODO TODO NOTE
+ *
+ * HEY!
+ * DON"T FUCKING USE THIS FILE UNLESS YOU
+ * HAVE INITIALIZED THE PRNG BY RUNNING
+ * PRNG_INIT().
+ */
+
+/******************************************************************************
+ * PRNG for count management
+ ******************************************************************************/
+
+static uint32_t prng_table[64];
+static int prng_i;
+static int prng_is_init = 0;
+
+void prng_init(void)
+{
+ int j;
+
+ prng_table[0] = 123456789;
+ prng_table[1] = 987654321;
+
+ for (j=0; j<62; j++) {
+ prng_table[j+2] = prng_table[j+1]*11 + prng_table[j]*23/16;
+ prng_i = 0;
+ }
+}
+
+/* 32-bit pseudo random number generator */
+uint32_t prng(void)
+{
+ if (prng_is_init == 0) {
+ prng_init();
+ prng_is_init = 1;
+ }
+ prng_i++;
+
+ return prng_table[prng_i&63] = prng_table[prng_i-24&63]^prng_table[prng_i-55&63];
+}
+
+/******************************************************************************
+ * STATE TABLE
+ ******************************************************************************/
+
+// State table:
+// nex(state, 0) = next state if bit y is 0, 0 <= state < 256
+// nex(state, 1) = next state if bit y is 1
+// nex(state, 2) = number of zeros in bit history represented by state
+// nex(state, 3) = number of ones represented
+//
+// States represent a bit history within some context.
+// State 0 is the starting state (no bits seen).
+// States 1-30 represent all possible sequences of 1-4 bits.
+// States 31-252 represent a pair of counts, (n0,n1), the number
+// of 0 and 1 bits respectively. If n0+n1 < 16 then there are
+// two states for each pair, depending on if a 0 or 1 was the last
+// bit seen.
+// If n0 and n1 are too large, then there is no state to represent this
+// pair, so another state with about the same ratio of n0/n1 is substituted.
+// Also, when a bit is observed and the count of the opposite bit is large,
+// then part of this count is discarded to favor newer data over old.
+
+static const uint8_t State_table[256][4] = {
+ { 1, 2, 0, 0},{ 3, 5, 1, 0},{ 4, 6, 0, 1},{ 7, 10, 2, 0}, // 0-3
+ { 8, 12, 1, 1},{ 9, 13, 1, 1},{ 11, 14, 0, 2},{ 15, 19, 3, 0}, // 4-7
+ { 16, 23, 2, 1},{ 17, 24, 2, 1},{ 18, 25, 2, 1},{ 20, 27, 1, 2}, // 8-11
+ { 21, 28, 1, 2},{ 22, 29, 1, 2},{ 26, 30, 0, 3},{ 31, 33, 4, 0}, // 12-15
+ { 32, 35, 3, 1},{ 32, 35, 3, 1},{ 32, 35, 3, 1},{ 32, 35, 3, 1}, // 16-19
+ { 34, 37, 2, 2},{ 34, 37, 2, 2},{ 34, 37, 2, 2},{ 34, 37, 2, 2}, // 20-23
+ { 34, 37, 2, 2},{ 34, 37, 2, 2},{ 36, 39, 1, 3},{ 36, 39, 1, 3}, // 24-27
+ { 36, 39, 1, 3},{ 36, 39, 1, 3},{ 38, 40, 0, 4},{ 41, 43, 5, 0}, // 28-31
+ { 42, 45, 4, 1},{ 42, 45, 4, 1},{ 44, 47, 3, 2},{ 44, 47, 3, 2}, // 32-35
+ { 46, 49, 2, 3},{ 46, 49, 2, 3},{ 48, 51, 1, 4},{ 48, 51, 1, 4}, // 36-39
+ { 50, 52, 0, 5},{ 53, 43, 6, 0},{ 54, 57, 5, 1},{ 54, 57, 5, 1}, // 40-43
+ { 56, 59, 4, 2},{ 56, 59, 4, 2},{ 58, 61, 3, 3},{ 58, 61, 3, 3}, // 44-47
+ { 60, 63, 2, 4},{ 60, 63, 2, 4},{ 62, 65, 1, 5},{ 62, 65, 1, 5}, // 48-51
+ { 50, 66, 0, 6},{ 67, 55, 7, 0},{ 68, 57, 6, 1},{ 68, 57, 6, 1}, // 52-55
+ { 70, 73, 5, 2},{ 70, 73, 5, 2},{ 72, 75, 4, 3},{ 72, 75, 4, 3}, // 56-59
+ { 74, 77, 3, 4},{ 74, 77, 3, 4},{ 76, 79, 2, 5},{ 76, 79, 2, 5}, // 60-63
+ { 62, 81, 1, 6},{ 62, 81, 1, 6},{ 64, 82, 0, 7},{ 83, 69, 8, 0}, // 64-67
+ { 84, 71, 7, 1},{ 84, 71, 7, 1},{ 86, 73, 6, 2},{ 86, 73, 6, 2}, // 68-71
+ { 44, 59, 5, 3},{ 44, 59, 5, 3},{ 58, 61, 4, 4},{ 58, 61, 4, 4}, // 72-75
+ { 60, 49, 3, 5},{ 60, 49, 3, 5},{ 76, 89, 2, 6},{ 76, 89, 2, 6}, // 76-79
+ { 78, 91, 1, 7},{ 78, 91, 1, 7},{ 80, 92, 0, 8},{ 93, 69, 9, 0}, // 80-83
+ { 94, 87, 8, 1},{ 94, 87, 8, 1},{ 96, 45, 7, 2},{ 96, 45, 7, 2}, // 84-87
+ { 48, 99, 2, 7},{ 48, 99, 2, 7},{ 88,101, 1, 8},{ 88,101, 1, 8}, // 88-91
+ { 80,102, 0, 9},{103, 69,10, 0},{104, 87, 9, 1},{104, 87, 9, 1}, // 92-95
+ {106, 57, 8, 2},{106, 57, 8, 2},{ 62,109, 2, 8},{ 62,109, 2, 8}, // 96-99
+ { 88,111, 1, 9},{ 88,111, 1, 9},{ 80,112, 0,10},{113, 85,11, 0}, // 100-103
+ {114, 87,10, 1},{114, 87,10, 1},{116, 57, 9, 2},{116, 57, 9, 2}, // 104-107
+ { 62,119, 2, 9},{ 62,119, 2, 9},{ 88,121, 1,10},{ 88,121, 1,10}, // 108-111
+ { 90,122, 0,11},{123, 85,12, 0},{124, 97,11, 1},{124, 97,11, 1}, // 112-115
+ {126, 57,10, 2},{126, 57,10, 2},{ 62,129, 2,10},{ 62,129, 2,10}, // 116-119
+ { 98,131, 1,11},{ 98,131, 1,11},{ 90,132, 0,12},{133, 85,13, 0}, // 120-123
+ {134, 97,12, 1},{134, 97,12, 1},{136, 57,11, 2},{136, 57,11, 2}, // 124-127
+ { 62,139, 2,11},{ 62,139, 2,11},{ 98,141, 1,12},{ 98,141, 1,12}, // 128-131
+ { 90,142, 0,13},{143, 95,14, 0},{144, 97,13, 1},{144, 97,13, 1}, // 132-135
+ { 68, 57,12, 2},{ 68, 57,12, 2},{ 62, 81, 2,12},{ 62, 81, 2,12}, // 136-139
+ { 98,147, 1,13},{ 98,147, 1,13},{100,148, 0,14},{149, 95,15, 0}, // 140-143
+ {150,107,14, 1},{150,107,14, 1},{108,151, 1,14},{108,151, 1,14}, // 144-147
+ {100,152, 0,15},{153, 95,16, 0},{154,107,15, 1},{108,155, 1,15}, // 148-151
+ {100,156, 0,16},{157, 95,17, 0},{158,107,16, 1},{108,159, 1,16}, // 152-155
+ {100,160, 0,17},{161,105,18, 0},{162,107,17, 1},{108,163, 1,17}, // 156-159
+ {110,164, 0,18},{165,105,19, 0},{166,117,18, 1},{118,167, 1,18}, // 160-163
+ {110,168, 0,19},{169,105,20, 0},{170,117,19, 1},{118,171, 1,19}, // 164-167
+ {110,172, 0,20},{173,105,21, 0},{174,117,20, 1},{118,175, 1,20}, // 168-171
+ {110,176, 0,21},{177,105,22, 0},{178,117,21, 1},{118,179, 1,21}, // 172-175
+ {110,180, 0,22},{181,115,23, 0},{182,117,22, 1},{118,183, 1,22}, // 176-179
+ {120,184, 0,23},{185,115,24, 0},{186,127,23, 1},{128,187, 1,23}, // 180-183
+ {120,188, 0,24},{189,115,25, 0},{190,127,24, 1},{128,191, 1,24}, // 184-187
+ {120,192, 0,25},{193,115,26, 0},{194,127,25, 1},{128,195, 1,25}, // 188-191
+ {120,196, 0,26},{197,115,27, 0},{198,127,26, 1},{128,199, 1,26}, // 192-195
+ {120,200, 0,27},{201,115,28, 0},{202,127,27, 1},{128,203, 1,27}, // 196-199
+ {120,204, 0,28},{205,115,29, 0},{206,127,28, 1},{128,207, 1,28}, // 200-203
+ {120,208, 0,29},{209,125,30, 0},{210,127,29, 1},{128,211, 1,29}, // 204-207
+ {130,212, 0,30},{213,125,31, 0},{214,137,30, 1},{138,215, 1,30}, // 208-211
+ {130,216, 0,31},{217,125,32, 0},{218,137,31, 1},{138,219, 1,31}, // 212-215
+ {130,220, 0,32},{221,125,33, 0},{222,137,32, 1},{138,223, 1,32}, // 216-219
+ {130,224, 0,33},{225,125,34, 0},{226,137,33, 1},{138,227, 1,33}, // 220-223
+ {130,228, 0,34},{229,125,35, 0},{230,137,34, 1},{138,231, 1,34}, // 224-227
+ {130,232, 0,35},{233,125,36, 0},{234,137,35, 1},{138,235, 1,35}, // 228-231
+ {130,236, 0,36},{237,125,37, 0},{238,137,36, 1},{138,239, 1,36}, // 232-235
+ {130,240, 0,37},{241,125,38, 0},{242,137,37, 1},{138,243, 1,37}, // 236-239
+ {130,244, 0,38},{245,135,39, 0},{246,137,38, 1},{138,247, 1,38}, // 240-243
+ {140,248, 0,39},{249,135,40, 0},{250, 69,39, 1},{ 80,251, 1,39}, // 244-247
+ {140,252, 0,40},{249,135,41, 0},{250, 69,40, 1},{ 80,251, 1,40}, // 248-251
+ {140,252, 0,41}
+}; // 252, 253-255 are reserved
+
+#define nex(state,sel) State_table[state][sel]
+
+/******************************************************************************
+ * State map
+ * A StateMap maps a nonstationary counter state to a probability.
+ * After each mapping, the mapping is adjusted to improve future
+ * predictions. Methods:
+ *
+ * sm.p(cx) converts state cx (0-255) to a probability (0-4095).
+ *
+ * Counter state -> probability * 256
+ ******************************************************************************/
+struct statemap_t {
+ int context;
+ int size;
+ uint16_t *table;
+};
+
+void statemap_init(struct statemap_t *sm)
+{
+ int i;
+ int n0;
+ int n1;
+
+ sm->context = 0;
+ sm->table = (uint16_t *)calloc(1, 256*sizeof(uint16_t));
+ sm->size = 256;
+
+ for (i=0; i<256; i++) {
+ n0 = nex(i, 2);
+ n1 = nex(i, 3);
+
+ if (n0 == 0) {
+ n1 *= 64;
+ }
+ if (n1 == 0) {
+ n0 *= 64;
+ }
+
+ sm->table[i] = 65536*(n1+1)/(n0+n1+2);
+ }
+}
+
+int statemap_predict(struct statemap_t *sm, int context, int bit)
+{
+ assert(context>=0 && context<sm->size);
+
+ sm->table[sm->context] += (bit<<16)-sm->table[sm->context]+128 >> 8;
+
+ sm->context = context;
+
+ return sm->table[sm->context] >> 4;
+}
+
+
+
+
+// Predict to mixer m from bit history state s, using sm to map s to
+// a probability.
+//
+//
+// here it is...
+inline int mix2(struct nn_t *mixer, int s, int bit, struct statemap_t *sm)
+{
+ int p1 = statemap_predict(sm, s, bit);
+ int n0 = nex(s, 2);
+ int n1 = nex(s, 3);
+ int st = stretch(p1) >> 2;
+
+ /*printf("add:%d\n", st);*/
+ nn_input(mixer, st);
+
+ p1 >>= 4;
+
+ int p0 = 255 - p1;
+
+ /*printf("add:%d\n", st*(!n0-!n1));*/
+ /*printf("add:%d\n", st*(!n0-!n1));*/
+ /*printf("add:%d\n", (p1&-!n0)-(p0&-!n1));*/
+ /*printf("add:%d\n", (p1&-!n1)-(p0&-!n0));*/
+
+ nn_input(mixer, p1-p0);
+ nn_input(mixer, st*(!n0-!n1));
+ nn_input(mixer, (p1&-!n0)-(p0&-!n1));
+ nn_input(mixer, (p1&-!n1)-(p0&-!n0));
+
+ return (s > 0);
+}
+
+
+
+
+/******************************************************************************
+ * CONTEXT STORAGE
+ ******************************************************************************/
+/*
+ * Predicts the next bit of a non-stationary process.
+ *
+ * Raw source data is sampled, one symbol at a time, and passed to the
+ * predictor. The predictor adds the new symbol to its predictive model
+ * in a process called INCORPORATION.
+ *
+ */
+
+/*
+ * Each bucket has an 8-bit LRU queue, seven 16-bit
+ * checksums, and seven 7-byte history arrays.
+ *
+ * Each "element" in the bucket gets one checksum,
+ * and one 7-byte history array.
+ *
+ * An item of the array is a state, simply one of
+ * the 256 possible bytes you could see reading
+ * from the source.
+ *
+ * The queue contains the indices of the two most
+ * recently used elements in the bucket.
+ *
+ * queue = 0000 0000
+ * | \
+ * index of index of most-recently
+ * next-most used element in bucket.
+ * recently
+ * used element
+ * in bucket.
+ *
+ *
+ * In the event that a context ends on a byte boundary,
+ * then rather than store 7 distinct recently-seen states,
+ * the array will become a run model:
+ *
+ * B0 B1 B2 B3 B4 B5 B6
+ * 00000000 00000000 00000000 00000000 00000000 00000000 00000000
+ * \ /| | \ /
+ * state state state count | last two bytes seen before
+ * (0-127)| byte first appearance of B4.
+ * | seen
+ * flag (poss.
+ * repeated)
+ *
+ * If the flag is set to 0, then B5 and B6 are not used, because
+ * no other bytes have been seen.
+ *
+ * If the flag is set to 1, then B5 and B6 are the history, and
+ * there have been (count-2) repeats of B4.
+ *
+ * Memory for the bytes B5 and B6 is not zeroed, so if the flag is
+ * set to 1:
+ * B6 is valid only if (count >= 3), and
+ * B5 is valid only if (count >= 2).
+ */
+/**
+ * struct context_hash_item_t
+ * ``````````````````````````
+ * 64-byte (512 bit) bucket
+ *
+ * Holds 7 items.
+ *
+ * U8 queue (8 bits) last accessed queue (2 things, one in each nibble)
+ * U16 chk[7] (112 bits) byte context checksums
+ * U8 bh[7][7] (392 bits) byte context, 3-bit context -> bit history state
+ *
+ * NOTE: THE ORDER OF THE MEMBERS OF THIS STRUCT
+ * IS NOT AN ACCIDENT. CHANGING THE ORDER
+ * WILL FOUL THE ALIGNMENT AND PADDING OF
+ * THE DATA STRUCTURE, IMPACTING THE CACHE
+ * AND HARMING PERFORMANCE
+ */
+struct nsm_hash_item_t {
+ uint8_t queue;
+ uint16_t checksum[7];
+ uint8_t history[7][7];
+};
+
+
+/**
+ * context_hash_get()
+ * ``````````````````
+ * Find or create hash item matching checksum.
+ *
+ * @item : Hash bucket reference
+ * @checksum: Checksum to either find collision or create new item for
+ * Return : Value for checksum
+ */
+
+ /*
+ * Updating the history:
+ *
+ * 0. The current context is updated with the new bit.
+ * 1. A new bucket is selected based on the updated context.
+ * 2. A slot for the new context is selected.
+ * 2a. The slot exists
+ * 2b. The slot does not exist, so we
+ * make room using LRU based on the
+ * queue.
+ *
+ * Deciding who goes:
+ *
+ * If no match is found, the element with the lowest
+ * priority among the 5 elements NOT in the LRU queue
+ * is replaced.
+ *
+ * The priority is the state number of the first element
+ * (the one with 0 additional bits of context).
+ *
+ * The states are sorted by increasing n0+n1 (number of
+ * bits seen), implementing an LFU replacement policy.
+ *
+ * After a replacement, the queue is emptied.
+ * This means that consecutive misses favor a
+ * LFU replacement policy.
+ *
+ * In all cases, the found/replaced element is put in
+ * the front of the queue.
+ */
+uint8_t* hash_get(struct nsm_hash_item_t *item, uint16_t ch)
+{
+ if (item->checksum[item->queue&15]==ch) {
+ /*printf("match:%d\n", ch);*/
+ return &item->history[item->queue&15][0];
+ }
+ int b=0xffff, bi=0;
+ int i;
+ for (i=0; i<7; ++i) {
+ if (item->checksum[i]==ch) {
+ /*printf("on %d: match:%d\n", i, ch);*/
+ return item->queue=item->queue<<4|i, &item->history[i][0];
+ }
+ int pri=item->history[i][0];
+ if ((item->queue&15)!=i && item->queue>>4!=i && pri<b) b=pri, bi=i;
+ }
+ /*printf("no match:%d\n", ch);*/
+ return item->queue=0xf0|bi, item->checksum[bi]=ch, (uint8_t*)memset(&item->history[bi][0], 0, 7);
+}
+
+
+uint8_t *nsm_hash_get(struct nsm_hash_item_t *item, uint16_t checksum)
+{
+ int lowest = 0xFFFF; /* Lowest element priority seen */
+ int priority = 0; /* Priority of an element */
+ int index = 0; /* Index of the element to get returned */
+ int i = 0; /* Index used during linear probe */
+
+ /*
+ * If it's the most recently-used, we don't need
+ * to update the table, just return the same item.
+ *
+ * Note the use of BITWISE AND to isolate the lower
+ * nibble
+ */
+ if (item->checksum[item->queue & 0x0F] == checksum) {
+ /*printf("match:%d\n", checksum);*/
+ return &item->history[item->queue & 0x0F][0];
+ }
+
+ /*
+ * Run a linear probe on the table, searching for a
+ * matching checksum. If none is found, select one
+ * of the elements and replace it with ours.
+ */
+ for (i=0; i<7; i++) {
+ if (item->checksum[i] == checksum) {
+ /*
+ * Left-shift by 4 bits pushes the upper nibble
+ * into oblivion, the lower nibble into the upper
+ * nibble, and shifts 4 fresh 0 bits into the lower
+ * nibble, which we BITWISE OR the new index into.
+ */
+ item->queue = (item->queue << 4) | i;
+
+ /*printf("on %d: match:%d\n", i, checksum);*/
+ return &item->history[i][0];
+ }
+
+ /*
+ * The priority is simply the value of the first state
+ * in the history array under that index.
+ */
+ priority = item->history[i][0];
+
+ if (i!=(item->queue & 0x0F) /* Don't replace the LRU items */
+ && i!=(item->queue & 0xF0)
+ && priority<lowest) {
+ lowest = priority;
+ index = i;
+ }
+ }
+
+ /* Place the decided-upon index into the LRU queue */
+ item->queue = 0xF0 | index;
+
+ /* Set the checksum in the checksum array */
+ item->checksum[index] = checksum;
+
+ /*printf("no match:%d\n", checksum);*/
+
+ /*
+ * Zero the 7-bytes of that element's history array,
+ * and return the address of the array.
+ */
+ return (uint8_t *)memset(&item->history[index][0], 0, 7);
+}
+
+
+/******************************************************************************
+ * "NSM" thing
+ ******************************************************************************/
+
+/**
+ * nsm_init()
+ * ``````````
+ * Initialize a context map.
+ *
+ * @map : Reference to context map
+ * @mem : Number of bytes of memory to use
+ * @count: Maximum number of contexts to use
+ * Return: Nothing
+ */
+void nsm_init(struct nsm_t *map, int mem, int count)
+{
+ /*
+ * mem>>6 == mem/2^6 == mem/64
+ * This is the number of buckets we will have
+ * (each bucket is 64 bytes)
+ */
+ int i;
+
+ map->num_contexts = count;
+ map->table = calloc_align(64, (mem>>6)*sizeof(struct nsm_hash_item_t));
+ map->size = (mem>>6);
+ map->statemap = calloc(1, map->num_contexts*sizeof(struct statemap_t));
+
+ for (i=0; i<map->num_contexts; i++) {
+ statemap_init(&map->statemap[i]);
+ }
+
+ /*
+ * Why do we not rather have an array of this struct, than
+ * arrays of (most of) its members?
+ */
+ map->cur = (uint8_t **)calloc(1, count*sizeof(uint8_t *));
+ map->arr = (uint8_t **)calloc(1, count*sizeof(uint8_t *));
+ map->run = (uint8_t **)calloc(1, count*sizeof(uint8_t *));
+ map->context = (uint32_t *)calloc(1, count*sizeof(uint32_t ));
+ map->next_context = 0;
+
+ for (i=0; i<count; i++) {
+ map->arr[i] = map->cur[i] = &map->table[0].history[0][0];
+ map->run[i] = map->arr[i] + 3;
+ }
+}
+
+
+/**
+ * nsm_set()
+ * `````````
+ * Write a value into the next available context.
+ *
+ * @map : Reference to context map
+ * @cx : Context value
+ * Return: Nothing
+ */
+void nsm_set(struct nsm_t *map, uint32_t cx)
+{
+ int i;
+
+ i = map->next_context++;
+ uint32_t savecx = cx;
+
+ assert(i>=0 && i<map->num_contexts);
+
+ /* Permute (don't hash) cx to spread the distribution */
+ cx = cx*987654323 + i;
+
+ cx = cx<<16 | cx>>16;
+
+ /*printf("i:%d got:%d set:%d\n", i, savecx, cx * 123456791 + i);*/
+
+ map->context[i] = cx * 123456791 + i;
+}
+
+
+uint8_t *nsm_select(struct nsm_t *map, int i, int jump)
+{
+ struct nsm_hash_item_t *bucket;
+ int index;
+
+ /*
+ * TODO: This "jump" thing is not correct. Something
+ * is going on so that the index is the 2 low-order
+ * bits of the context.
+ *
+ * Figure it out.
+ */
+ index = map->context[i] + jump & (map->size-1);
+ bucket = &map->table[index];
+
+ /* This is where the checksum lives */
+ return hash_get(bucket, map->context[i] >> 16);
+}
+
+
+uint8_t *nsm_update(struct nsm_t *map, int i, uint32_t ctx, uint8_t last_byte, int last_byte_bits)
+{
+ int bpos = last_byte_bits;
+ int cc = last_byte;
+ int c1 = (ctx & 0x000000FF);
+
+ if (bpos > 1 && map->run[i][0] == 0) {
+ return NULL;
+
+ } else if (bpos == 1 || bpos == 3 || bpos == 6) {
+
+ return &map->arr[i][1+(cc & 1)];
+
+ } else if (bpos == 4 || bpos == 7) {
+
+ return &map->arr[i][3 + (cc & 3)];
+
+ } else if (1 || bpos == 0 || bpos == 2 || bpos == 5) {
+ map->arr[i] = nsm_select(map, i, cc);
+
+ /*
+ * Update pending bit histories for bits 2-7
+ */
+ if (bpos == 0) {
+ /*
+ * There has been a repeat.
+ */
+ if (map->arr[i][3] == 2) {
+ /*
+ * Let c be the repeated byte plus
+ * 256.
+ */
+ const int c = map->arr[i][4] + 256;
+
+ uint8_t *p = nsm_select(map, i, c>>6);
+
+ /*
+ * Form the index from the 2 least
+ * significant bits in the byte.
+ */
+ p[0] = 1 + ((c>>5)&1);
+ p[1+((c>>5)&1)] = 1 + ((c>>4)&1);
+ p[3+((c>>4)&3)] = 1 + ((c>>3)&1);
+
+ p = nsm_select(map, i, c>>3);
+
+ /*
+ * Do it again
+ */
+ p[0] = 1 + ((c>>2)&1);
+ p[1+((c>>2)&1)] = 1 + ((c>>1)&1);
+ p[3+((c>>1)&3)] = 1 + (c&1);
+
+ map->arr[i][6] = 0;
+ }
+
+ /* No repeats yet */
+ if (map->run[i][0] == 0) {
+ /*
+ * NOTE: Setting the count to
+ * 2 is actually setting it to
+ * 1, since the lowest-order
+ * bit is a flag.
+ *
+ * 2 DEC == 00000010 BIN
+ */
+ map->run[i][0] = 2;
+
+ /*
+ * Set the byte that might
+ * be repeated
+ */
+ map->run[i][1] = c1;
+
+ /*
+ * A new byte has been seen, so the
+ * run has ended.
+ */
+ } else if (map->run[i][1] != c1) {
+ /* Set the flag to 1 */
+ map->run[i][0] = 1;
+ /* Set the last-seen byte */
+ map->run[i][1] = c1;
+
+ /*
+ * The count is less than 254
+ */
+ } else if (map->run[i][0]<254) {
+ /*
+ * Increment the count by 2.
+ * (Rather than 1, so we
+ * aren't touching the flag
+ * bit)
+ */
+ map->run[i][0] += 2;
+ }
+
+ /*
+ * Update the runpointer to be
+ * 3 items down the head of the
+ * array.
+ */
+ map->run[i] = map->arr[i]+3;
+ return map->arr[i];
+ }
+
+ return map->arr[i];
+ }
+
+ /* Unreachable */
+ return NULL;
+}
+
+void nsm_newbit(struct nsm_t *map, int i, int bit)
+{
+ assert(map->cur[i]>=&map->table[0].history[0][0] && map->cur[i]<=&map->table[map->size-1].history[6][6]);
+ if (((long)(map->cur[i])&63) < 15) {
+ /*printf("x:%d\n", (long)(map->cur[i])&63);*/
+ }
+ /*assert(((long)(map->cur[i])&63)>=15);*/
+ /* TODO: This last assertion is failing, we must fix that */
+
+ /* Get a new state */
+ int ns = nex(*map->cur[i], bit);
+
+ /* Probabilistic increment of the 1's and 0's counts */
+ if (ns >= 204 && prng() << (452-ns>>3)) {
+ ns -= 4;
+ }
+
+ /* Set the history to that index */
+ *map->cur[i] = ns;
+}
+
+int nsm_predict(struct nsm_t *map, int i, uint8_t last_byte, int last_byte_bits)
+{
+ /* count*2, +1 if 2 different bytes seen */
+ int rc = map->run[i][0];
+
+ /* If we have matched the partial byte of the context */
+ if (map->run[i][1]+256>>8 - last_byte_bits == last_byte) {
+
+ /* Predicted bit + for 1, - for 0 */
+ /* Will be +-1 */
+ int b = (map->run[i][1]>>7-last_byte_bits&1)*2-1;
+ int c = ilog(rc+1)<<2+(~rc&1);
+
+ /*printf("runp[%d][1]:%d \n", i, map->run[i][1]);*/
+ /*printf("predicting bp:%d|cc:%d :%d*%d=%d\n", last_byte_bits, last_byte, b, c, b*c);*/
+
+ return b*c;
+ } else {
+ /*printf("not exactly...\n");*/
+ return 0;
+ }
+}
+
+/**
+ * nsm_mix()
+ * `````````
+ * Update the context model with bit y1, and predict the next bit to mixer m
+ *
+ * @map : Context map reference
+ * @mixer: Mixer reference
+ * @cc : c0
+ * @bp : bpos
+ * @c1 : buf(1)
+ * @y1 : y
+ * Return: Some result
+ */
+int nsm_mix(struct nsm_t *map, struct nn_t *mixer, uint32_t ctx, uint8_t last_byte, int last_byte_bits, int last_bit)
+{
+ int result=0;
+ int i;
+
+ /*
+ * For all current contexts.
+ */
+ /*printf("next_ctx:%d\n", map->next_context);*/
+ for (i=0; i<map->next_context; ++i) {
+ /*
+ * Update each of the current contexts
+ * with the new bit.
+ */
+ if (map->cur[i]) {
+ nsm_newbit(map, i, last_bit);
+ }
+
+ /* Update the run model */
+ map->cur[i] = nsm_update(map, i, ctx, last_byte, last_byte_bits);
+
+ /*
+ * Predict from last byte in context
+ */
+ nn_input(mixer, nsm_predict(map, i, last_byte, last_byte_bits));
+
+ /* Predict from bit context */
+ result += mix2(mixer, map->cur[i] ? *map->cur[i] : 0, last_bit, &map->statemap[i]);
+ }
+
+ if (last_byte_bits == 7) {
+ /* We've read a whole byte. Time to move on. */
+ map->next_context = 0;
+ }
+
+ return result;
+}
diff --git a/context.h b/context.h
new file mode 100644
index 0000000..811cccb
--- /dev/null
+++ b/context.h
@@ -0,0 +1,53 @@
+#ifndef _HUG_MAP_H
+#define _HUG_MAP_H
+
+#include "util.h"
+#include "mixer.h"
+
+/******************************************************************************
+ * NONSTATIONARY MAP
+ ******************************************************************************/
+
+struct nsm_t {
+ int num_contexts;
+ int next_context;
+ int size;
+
+ struct statemap_t *statemap;
+
+ /*
+ * Bit histories for bits 0-1, 2-4, 5-7
+ */
+ struct nsm_hash_item_t *table;
+
+ /*
+ * Array of pointers to current bit history for each
+ * of the @num_contexts contexts.
+ */
+ uint8_t **cur;
+
+ /*
+ * Array of pointers to the first element of the 7-item array containing
+ * current_bit_history[i]
+ */
+ uint8_t **arr;
+ uint8_t **run;
+
+ /* Whole byte contexts (hashes) */
+ uint32_t *context;
+};
+
+
+void nsm_init (struct nsm_t *map, int mem, int count);
+void nsm_set (struct nsm_t *map, uint32_t cx);
+//uint8_t *nsm_select (struct nsm_t *map, int i, int jump);
+uint8_t *nsm_update (struct nsm_t *map, int i, uint32_t ctx, uint8_t last_byte, int last_byte_bits);
+//void nsm_newbit (struct nsm_t *map, int i, int bit);
+int nsm_predict (struct nsm_t *map, int i, uint8_t last_byte, int last_byte_bits);
+int nsm_mix (struct nsm_t *map, struct nn_t *mixer, uint32_t ctx, uint8_t last_byte, int last_byte_bits, int last_bit);
+
+
+
+#endif
+
+
diff --git a/log/ac.log.num b/log/ac.log.num
index 9363185..1837b0d 100644
--- a/log/ac.log.num
+++ b/log/ac.log.num
@@ -1,11498 +1,11905 @@
- 1 0.51123
- 2 0.505371
- 3 0.496094
- 4 0.505371
- 5 0.510254
- 6 0.498047
- 7 0.516846
- 8 0.496094
- 9 0.503418
- 10 0.507324
- 11 0.507324
- 12 0.503418
- 13 0.5
- 14 0.514893
- 15 0.530273
- 16 0.501465
- 17 0.547363
- 18 0.496094
- 19 0.543701
- 20 0.508301
- 21 0.499023
- 22 0.519287
- 23 0.504395
- 24 0.507324
- 25 0.536865
- 26 0.503418
- 27 0.520752
- 28 0.503418
- 29 0.512939
- 30 0.505371
- 31 0.503418
- 32 0.480713
- 33 0.507324
- 34 0.511963
- 35 0.506348
- 36 0.508301
- 37 0.499023
- 38 0.504395
- 39 0.498047
- 40 0.515869
- 41 0.540771
- 42 0.472168
- 43 0.487549
- 44 0.511963
- 45 0.481934
- 46 0.510254
- 47 0.479736
- 48 0.469238
- 49 0.47583
- 50 0.515625
- 51 0.454346
- 52 0.508301
- 53 0.507324
- 54 0.499023
- 55 0.501709
- 56 0.482666
- 57 0.489258
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diff --git a/log/ac.plot b/log/ac.plot
index 783a818..37a4911 100644
--- a/log/ac.plot
+++ b/log/ac.plot
@@ -1,3 +1,3 @@
unset logscale
-plot "ac.log.num" using 1 with lines title "Prediction"
+plot "ac.log.num" using 1 with lines title "Bits of output"
diff --git a/main.c b/main.c
index 9441941..52be1b7 100644
--- a/main.c
+++ b/main.c
@@ -1,4 +1,5 @@
-#define NAME "gypsy"
+#define NAME "gypsy"
+#define EXTENSION "gy"
#include <stdio.h>
#include <stdlib.h>
@@ -30,6 +31,48 @@ int MODE;
* FUNCTIONS
******************************************************************************/
+int y=0; // Last bit, 0 or 1, set by encoder
+
+// Global context set by Predictor and available to all models.
+int c0=1; // Last 0-7 bits of the partial byte with a leading 1 bit (1-255)
+uint32_t c4=0; // Last 4 whole bytes, packed. Last byte is bits 0-7.
+int bpos=0; // bits in c0 (0 to 7)
+int pos; // Number of input bytes in buf (not wrapped)
+
+int bufsize = MEM_MAX*8;
+int buf[MEM_MAX*8];
+int Last = 0;
+
+void update_stuff(int bit, int part, uint32_t context, int bitpos)
+{
+ // Update global context: pos, bpos, c0, c4, buf
+ c0+=c0+bit;
+ if (c0>=256) {
+ /*printf("(%d) update\n", bpos);*/
+ Last = buf[pos&(MEM*8-1)];
+ buf[pos++&(MEM*8-1)]=c0;
+ c4=(c4<<8)+c0-256;
+ c0=1;
+ }
+ bpos=(bpos+1)&7;
+
+ /*if (bpos != bitpos) {*/
+ /*printf("pos:%d bpos:%d\n", pos, bpos);*/
+ /*printf("pos:%d btps:%d\n", pos, bitpos);*/
+ /*}*/
+
+ if (c4 != context) {
+ printf("bpos:%d c4:"FMT_U32S"\n", bpos, VAL_U32(c4));
+ printf("bpos:%d cx:"FMT_U32S"\n", bpos, VAL_U32(context));
+ }
+
+ if (c0 != part) {
+ printf("pos:%d bpos:%d c0:"FMT_U32S"\n", pos, bpos, VAL_U32(c0));
+ printf("pos:%d bpos:%d pt:"FMT_U32S"\n", pos, bpos, VAL_U32(part));
+ }
+}
+
+
/**
* compress()
* ``````````
@@ -49,7 +92,9 @@ void compress(FILE *dst, FILE *src, long src_size, struct ac_t *ac)
int bit;
uint32_t code;
uint32_t word = 0;
- uint8_t part = 0;
+ uint8_t part = 1; // start as 1
+ int count;
+ uint32_t preword = 0;
/* For each byte in the file */
for (i=0; i<src_size; i++) {
@@ -84,22 +129,27 @@ void compress(FILE *dst, FILE *src, long src_size, struct ac_t *ac)
}
/* Pass the actual bit and prediction to the encoder */
- ac_encode_bit(ac, p, bit);
+ ac_encoder_add_bit(ac, p, bit);
- while ((code = ac_encode_flush(ac))!=UINT32_MAX) {
+ while ((code=ac_encoder_try_get_byte(ac))!=UINT32_MAX) {
/* Write any ready bytes to the archive */
putc(code, dst);
}
+ update_stuff(bit, part, word, 7-j);
+
/* Predict the next bit using the model */
- p = MODEL(word, part, bit, (j == 0));
+ /*p = MODEL(word, part, bit, (7-j), (j == 0));*/
+ p = SIMPLE(word, part, bit, bpos);
/* Smooth the prediction with SSE */
p = SMOOTH(p, word, part, bit);
+
+ preword = word;
}
}
- ac_encode_finish(ac, dst);
+ ac_encoder_flush(ac, dst);
}
@@ -120,10 +170,10 @@ void decompress(FILE *dst, FILE *src, long dst_size, struct ac_t *ac)
int b;
int p = 2048;
int bit;
- int byte;
- int next_byte;
- uint32_t word;
- uint8_t part;
+ int byte=0;
+ int next_byte=0;
+ uint32_t word=0;
+ uint8_t part=1;
/* For each byte of the eventual (decompressed) target */
for (i=0; i<dst_size; i++) {
@@ -134,7 +184,7 @@ void decompress(FILE *dst, FILE *src, long dst_size, struct ac_t *ac)
for (j=0; j<8; j++) {
/* Decode a bit */
- bit = ac_decode_bit(ac, p);
+ bit = ac_decoder_get_bit(ac, p);
/* Build the byte by adding this bit */
byte = (byte << 1) | bit;
@@ -160,12 +210,14 @@ void decompress(FILE *dst, FILE *src, long dst_size, struct ac_t *ac)
part = (part << 1) | bit;
}
+ update_stuff(bit, part, word, 0);
+
for (;;) {
/* Get the next byte from the source */
next_byte = getc(src);
/* Try to add it to the encoder */
- if (!ac_decode_try_add_byte(ac, next_byte)) {
+ if (!ac_decoder_try_add_byte(ac, next_byte)) {
/* Push it back if unsuccessful */
ungetc(next_byte, src);
break;
@@ -173,7 +225,8 @@ void decompress(FILE *dst, FILE *src, long dst_size, struct ac_t *ac)
}
/* Predict the next bit using the model */
- p = MODEL(word, part, bit, (j == 7));
+ /*p = MODEL(word, part, bit, j, (j == 7));*/
+ p = SIMPLE(word, part, bit, bpos);
/* Smooth the prediction with SSE */
p = SMOOTH(p, word, part, bit);
@@ -238,7 +291,7 @@ int main(int argc, char** argv)
if (MODE == COMPRESS) {
- sprintf(target_name, "%s.zpaq", basename(strdup(source_path)));
+ sprintf(target_name, "%s."EXTENSION, basename(strdup(source_path)));
target_file = fopen(target_name, "wb+");
source_file = fopen(source_path, "rb");
@@ -343,6 +396,8 @@ int main(int argc, char** argv)
printf("%ld -> %ld\n", source_size, ftell(target_file));
}
+ REPORT();
+
log_close();
return 0;
diff --git a/mixer.c b/mixer.c
index 317b22e..89038ff 100644
--- a/mixer.c
+++ b/mixer.c
@@ -139,7 +139,7 @@ void nn_init(struct nn_t *nn, int n, int m, int s, int w)
if (nn->S > 1) {
nn->nn_ptr = calloc(sizeof(struct nn_t), 1);
- /* They can operate in a chain, so we recurse here. */
+ /*They can operate in a chain, so we recurse here. */
nn_init(nn->nn_ptr, nn->S, 1, 1, 0x7FFF);
}
}
@@ -167,6 +167,7 @@ void nn_train(struct nn_t *nn, int bit)
err = ((bit<<12) - nn->pr[i])*7;
assert(err >= -32768 && err < 32768);
+ /*printf("err:%d\n", err);*/
/* ASM */
train(&nn->tx[0], &nn->wx[nn->ctx[i] * nn->N], nn->nx, err);
@@ -227,6 +228,16 @@ void nn_set(struct nn_t *nn, int context, int range)
nn->base += range;
}
+void nn_print(struct nn_t *nn)
+{
+ int i;
+ for (i=0; i<nn->nx; i++) {
+ printf("tx[%d]:%d\n", i, nn->tx[i]);
+ }
+ for (i=0; i<nn->nx; i++) {
+ printf("wx[%d]:%d\n", i, nn->wx[i]);
+ }
+}
/**
* nn_predict()
diff --git a/model.c b/model.c
index 46937f1..be7f8f6 100644
--- a/model.c
+++ b/model.c
@@ -1,4 +1,5 @@
#include "model.h"
+#include "context.h"
/******************************************************************************
* SMALL STATIONARY CONTEXT MAP
@@ -26,11 +27,16 @@
*/
#define UPDATE_RATE 2
+struct ssm_item_t {
+ uint16_t prob;
+ uint8_t used;
+};
+
struct ssm_t {
- uint16_t *table; /* Table of bit history */
+ struct ssm_item_t *table; /* Table of bit history */
int context; /* Current context */
int size; /* Size of table */
- uint16_t *current; /* Current history item */
+ struct ssm_item_t *current; /* Current history item */
};
@@ -47,7 +53,7 @@ void ssm_init(struct ssm_t *map, int bytes)
{
int i;
- map->table = calloc(bytes/2*sizeof(uint16_t), 1);
+ map->table = calloc(bytes/2*sizeof(struct ssm_item_t), 1);
map->size = bytes/2;
map->context = 0;
@@ -57,7 +63,8 @@ void ssm_init(struct ssm_t *map, int bytes)
* A 16-bit probability value can range
* from 0-65536, so 1/2 is 65536/2 = 32768.
*/
- map->table[i] = 32768;
+ map->table[i].prob = 32768;
+ map->table[i].used = 0;
}
map->current = &map->table[0];
@@ -82,6 +89,7 @@ void ssm_set(struct ssm_t *map, uint32_t context)
*/
map->context = context*256 & map->size-256;
map->current = &map->table[map->context];
+ map->current->used += 1;
}
/*
@@ -126,7 +134,7 @@ void ssm_update(struct ssm_t *map, uint8_t last_byte, int last_bit)
*/
uint16_t prob;
- prob = *map->current;
+ prob = map->current->prob;
if (last_bit == 0) {
prob = prob - (prob >> UPDATE_RATE);
@@ -134,7 +142,7 @@ void ssm_update(struct ssm_t *map, uint8_t last_byte, int last_bit)
prob = prob + ((UINT16_MAX - prob) >> UPDATE_RATE);
}
- *map->current = prob;
+ map->current->prob = prob;
}
/**
@@ -154,17 +162,55 @@ int ssm_predict(struct ssm_t *map)
* have to scale down by 4 bits in order to get into that
* range (0-4096).
*/
- return stretch(*map->current >> 4);
+ return stretch(map->current->prob >> 4);
}
-/******************************************************************************
- * MODEL
- ******************************************************************************/
+static struct ssm_t cm;
+static int matchc = 0;
+static int bit_counter = 0;
+
+void ssm_report(struct ssm_t *map)
+{
+ int i;
+ int c=0;
+ int c1=0;
+ int c2=0;
+ int c3=0;
+ int c4=0;
+ int t=0;
+
+ for (i=0; i<map->size; i++) {
+ if (map->table[i].used > 0) {
+ c++;
+ }
+ if (map->table[i].used == 1) {
+ c1++;
+ }
+ if (map->table[i].used == 2) {
+ c2++;
+ }
+ if (map->table[i].used == 3) {
+ c3++;
+ }
+ if (map->table[i].used > 3) {
+ c4++;
+ }
+ t += map->table[i].used;
+ }
+ printf("Used %d distinct contexts out of %d, %d once, %d twice, %d three times, %d four+ times, total of %d\n", c, map->size, c1, c2, c3, c4, t);
+ printf("Used big matches %d times\n", matchc);
+}
+
+
+void REPORT(void)
+{
+ ssm_report(&cm);
+}
+
-int MODEL(uint32_t context, uint8_t last_byte, int last_bit, int do_update)
+int MODEL(uint32_t context, uint8_t last_byte, int last_bit, int last_byte_bits, int do_update)
{
- static struct ssm_t cm;
static struct nn_t mixer;
static uint32_t context_hash;
static int first = 1;
@@ -195,13 +241,23 @@ int MODEL(uint32_t context, uint8_t last_byte, int last_bit, int do_update)
nn_train(&mixer, last_bit);
nn_input(&mixer, 256);
+ bit_counter++;
+
+ /*if (MATCH(&mixer, context, last_byte, last_bit, last_byte_bits) > 400) {*/
+ /*if (matchc == 0) {*/
+ /*printf("started using at bit_counter:%d\n", bit_counter);*/
+ /*}*/
+ /*matchc++;*/
+ /*nn_set(&mixer, 0, 8);*/
+ /*return nn_predict(&mixer, last_bit);*/
+ /*}*/
+
/*
* When we have no bits in buf->last_byte, we
* are on a new byte boundary, so we should
* update the order 0-11 context hashes.
*/
if (do_update == 1) {
-
context_hash = context_hash*257 + (context & 0x000000FF) + 1;
ssm_set(&cm, context_hash);
}
@@ -224,3 +280,100 @@ int MODEL(uint32_t context, uint8_t last_byte, int last_bit, int do_update)
return nn_predict(&mixer, last_bit);
}
+int count2 = 0;
+
+int SIMPLE(uint32_t context, uint8_t last_byte, int last_bit, int count)
+{
+ static int first = 1;
+ static struct nsm_t cm;
+ static struct nn_t mixer;
+ static uint32_t hist[16];
+
+ uint8_t byte0;
+ uint8_t byte1;
+ uint8_t byte2;
+ int order;
+ int i;
+
+ /*
+ * Initialize the context models
+ * and the mixer
+ */
+ if (first) {
+ nsm_init(&cm, MEM*32, 16);
+
+ /*
+ * 512 inputs
+ * 1040 neural networks
+ * 4 selectable inputs
+ * 128 default weight
+ */
+ nn_init(&mixer, 512, 1040, 4, 128);
+
+ first = 0;
+ }
+
+ nn_train(&mixer, last_bit);
+ nn_input(&mixer, 256);
+
+ /*
+ * When we have no bits in buf->last_byte, we
+ * are on a new byte boundary, so we should
+ * update the order 0-11 context hashes.
+ */
+ /*printf("total:%d\n", count2++);*/
+ /*printf("count:%d\n", count);*/
+ if (count == 0) {
+ /*printf("cx:"FMT_U32S"\n", VAL_U32(context));*/
+
+ /* Update the history */
+ for (i=15; i>0; --i) {
+ /*hist[i] = hist[i-1]*257 + (context & 0x000000FF) + 1;*/
+ hist[i] = hist[i-1]*257 + (context & 255) + 1;
+ /*printf("(%d) cxt[%d]:%d\n", context, i, hist[i]);*/
+ /*cxt[i] = cxt[i-1]*257+ (c4 & 255)+1;*/
+ }
+
+ /* Add updated history to the nsm */
+ for (i=0; i<7; i++) {
+ nsm_set(&cm, hist[i]);
+ }
+ nsm_set(&cm, hist[8]);
+ nsm_set(&cm, hist[14]);
+ }
+
+ order = nsm_mix(&cm, &mixer, context, last_byte, count, last_bit);
+
+ if (order > 7) {
+ order = 7;
+ }
+
+ byte0 = (context & 0x000000FF);
+ byte1 = (context & 0x0000FF00) >> 8;
+ byte2 = (context & 0x00FF0000) >> 16;
+
+ /*int b1;*/
+ /*int b2;*/
+ /*int b3;*/
+ /*int b4;*/
+ /*printf("b1:"FMT_U32S"\n", VAL_U32(byte0+8));*/
+ /*printf("b2:"FMT_U32S"\n", VAL_U32(last_byte));*/
+ /*printf("b3:"FMT_U32S"\n", VAL_U32(order+8*(context>>5&7)+64*(byte0==byte1)));*/
+ /*printf("b4:"FMT_U32S"\n", VAL_U32(byte1));*/
+
+
+ nn_set(&mixer, byte0+8, 264);
+ nn_set(&mixer, last_byte, 256);
+
+ if (byte0 == byte1) {
+ nn_set(&mixer, order+8*(context>>5&7)+64, 256);
+ } else {
+ nn_set(&mixer, order+8*(context>>5&7), 256);
+ }
+
+ nn_set(&mixer, byte1, 256);
+
+ /* Return the mixer's final prediction. */
+ return nn_predict(&mixer, last_bit);
+}
+
diff --git a/model.h b/model.h
index aad957e..797f38c 100644
--- a/model.h
+++ b/model.h
@@ -4,7 +4,8 @@
#include "util.h"
#include "mixer.h"
-int MODEL(uint32_t context, uint8_t last_byte, int last_bit, int bits_left);
+int MODEL(uint32_t context, uint8_t last_byte, int last_bit, int last_byte_bits, int do_update);
int SIMPLE(uint32_t context, uint8_t last_byte, int last_bit, int bits_left);
+void REPORT(void);
#endif
diff --git a/predictor.c b/predictor.c
index 953e1d0..815a075 100644
--- a/predictor.c
+++ b/predictor.c
@@ -188,6 +188,8 @@ int apm_adjust(int pr, uint32_t cx, uint8_t part, int bit)
hash1 = part ^ h2(cx&0x000000FF, cx&0x0000FF00>>8);
hash2 = part ^ h3(cx&0x000000FF, cx&0x0000FF00>>8, cx&0x00FF0000>>16);
+ /*printf("raw:%d\n", pr);*/
+
/*
* There are 2 APM stages in series:
*
@@ -200,7 +202,11 @@ int apm_adjust(int pr, uint32_t cx, uint8_t part, int bit)
pr3 = apm_prob(&A3, pr, hash1 & 0xFFFF);
pr4 = apm_prob(&A4, pr, hash2 & 0xFFFF);
- return (pr2 + pr3*2 + pr4+2) >> 2;
+ pr = (pr2 + pr3*2 + pr4+2) >> 2;
+
+ /*printf("pr:%d\n", pr);*/
+
+ return pr;
}
#define USE_SSE
diff --git a/util.c b/util.c
index 8870a86..4ffe6d5 100644
--- a/util.c
+++ b/util.c
@@ -24,10 +24,30 @@ void *calloc_align(int boundary, size_t size)
{
char *mem;
- mem = (char *)calloc(size, 1);
+ mem = (char *)calloc(boundary+size, 1);
return (void *)(mem+boundary-(((long)mem)&(boundary-1)));
}
+uint8_t read_byte(FILE *file)
+{
+ assert(file != NULL);
+
+ return (uint8_t)getc(file);
+}
+
+uint32_t read_word(FILE *file)
+{
+ uint32_t word = 0;
+
+ word = (word << 8) | read_byte(file) & 0xFF;
+ word = (word << 8) | read_byte(file) & 0xFF;
+ word = (word << 8) | read_byte(file) & 0xFF;
+ word = (word << 8) | read_byte(file) & 0xFF;
+
+ return word;
+}
+
+
/**
* print_status()
* ``````````````
diff --git a/util.h b/util.h
index 8ecd91f..2c1339e 100644
--- a/util.h
+++ b/util.h
@@ -11,6 +11,8 @@
* UTILITY/MATH FUNCTIONS
******************************************************************************/
+uint8_t read_byte(FILE *file);
+uint32_t read_word(FILE *file);
void ilog_init(void);
int ilog(uint16_t x);
int llog(uint32_t x);