1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
|
// https://github.com/artyom-beilis/float16/blob/master/c_src/float16.c
#include "float16.h"
#include <stdint-gcc.h>
#define SIGN_MASK 0x8000
#define EXP_MASK 0x7C00
#define NAN_VALUE 0x7FFF
#define IS_ZERO(x) (((x) & 0x7FFF) == 0)
#define IS_INVALID(x) (((x) & EXP_MASK) == EXP_MASK)
#define IS_NAN(x) (((x) & 0x7FFF) > 0x7C00)
#define IS_INF(x) ( ((x) & 0x7FFF) == 0x7C00)
#define MANTISSA(x) (((x) & 1023) | (((x) & 0x7C00) == 0 ? 0 : 1024))
#define EXPONENT(x) (((x) & 0x7C00) >> 10)
#define SIGNED_INF_VALUE(x) ((x & SIGN_MASK) | 0x7C00)
short f16_sub(short ain,short bin)
{
unsigned short a=ain;
unsigned short b=bin;
if(((a ^ b) & 0x8000) != 0)
return f16_add(a,b ^ 0x8000);
unsigned short sign = a & 0x8000;
a = a << 1;
b = b << 1;
if(a < b) {
unsigned short x=a;
a=b;
b=x;
sign ^= 0x8000;
}
unsigned short ax = a & 0xF800;
unsigned short bx = b & 0xF800;
if(a >=0xf800 || b>=0xf800) {
if(a > 0xF800 || b > 0xF800 || a==b)
return 0x7FFF;
unsigned short res = sign | 0x7C00;
if(a == 0xf800)
return res;
else
return res ^ 0x8000;
}
int exp_diff = ax - bx;
unsigned short exp_part = ax;
if(exp_diff != 0) {
int shift = exp_diff >> 11;
if(bx != 0)
b = ((b & 2047) | 2048) >> shift;
else
b >>= (shift - 1);
}
else {
if(bx == 0) {
unsigned short res = (a-b) >> 1;
if(res == 0)
return res;
return res | sign;
}
else {
b=(b & 2047) | 2048;
}
}
unsigned short r=a - b;
if((r & 0xF800) == exp_part) {
return (r>>1) | sign;
}
unsigned short am = (a & 2047) | 2048;
unsigned short new_m = am - b;
if(new_m == 0)
return 0;
while(exp_part !=0 && !(new_m & (2048))) {
exp_part-=0x800;
if(exp_part!=0)
new_m<<=1;
}
return (((new_m & 2047) | exp_part) >> 1) | sign;
}
short f16_add(short a,short b)
{
if (((a ^ b) & 0x8000) != 0)
return f16_sub(a,b ^ 0x8000);
short sign = a & 0x8000;
a &= 0x7FFF;
b &= 0x7FFF;
if(a<b) {
short x=a;
a=b;
b=x;
}
if(a >= 0x7C00 || b>=0x7C00) {
if(a>0x7C00 || b>0x7C00)
return 0x7FFF;
return 0x7C00 | sign;
}
short ax = (a & 0x7C00);
short bx = (b & 0x7C00);
short exp_diff = ax - bx;
short exp_part = ax;
if(exp_diff != 0) {
int shift = exp_diff >> 10;
if(bx != 0)
b = ((b & 1023) | 1024) >> shift;
else
b >>= (shift - 1);
}
else {
if(bx == 0) {
return (a + b) | sign;
}
else {
b=(b & 1023) | 1024;
}
}
short r=a+b;
if ((r & 0x7C00) != exp_part) {
unsigned short am = (a & 1023) | 1024;
unsigned short new_m = (am + b) >> 1;
r =( exp_part + 0x400) | (1023 & new_m);
}
if((unsigned short)r >= 0x7C00u) {
return sign | 0x7C00;
}
return r | sign;
}
short f16_mul(short a,short b)
{
int sign = (a ^ b) & SIGN_MASK;
if(IS_INVALID(a) || IS_INVALID(b)) {
if(IS_NAN(a) || IS_NAN(b) || IS_ZERO(a) || IS_ZERO(b))
return NAN_VALUE;
return sign | 0x7C00;
}
if(IS_ZERO(a) || IS_ZERO(b))
return 0;
unsigned short m1 = MANTISSA(a);
unsigned short m2 = MANTISSA(b);
uint32_t v=m1;
v*=m2;
int ax = EXPONENT(a);
int bx = EXPONENT(b);
ax += (ax==0);
bx += (bx==0);
int new_exp = ax + bx - 15;
if(v & ((uint32_t)1<<21)) {
v >>= 11;
new_exp++;
}
else if(v & ((uint32_t)1<<20)) {
v >>= 10;
}
else { // denormal
new_exp -= 10;
while(v >= 2048) {
v>>=1;
new_exp++;
}
}
if(new_exp <= 0) {
v>>=(-new_exp + 1);
new_exp = 0;
}
else if(new_exp >= 31) {
return SIGNED_INF_VALUE(sign);
}
return (sign) | (new_exp << 10) | (v & 1023);
}
short f16_div(short a,short b)
{
short sign = (a ^ b) & SIGN_MASK;
if(IS_NAN(a) || IS_NAN(b) || (IS_INVALID(a) && IS_INVALID(b)) || (IS_ZERO(a) && IS_ZERO(b)))
return 0x7FFF;
if(IS_INVALID(a) || IS_ZERO(b))
return sign | 0x7C00;
if(IS_INVALID(b))
return 0;
if(IS_ZERO(a))
return 0;
unsigned short m1 = MANTISSA(a);
unsigned short m2 = MANTISSA(b);
uint32_t m1_shifted = m1;
m1_shifted <<= 10;
uint32_t v= m1_shifted / m2;
unsigned short rem = m1_shifted % m2;
int ax = EXPONENT(a);
int bx = EXPONENT(b);
ax += (ax==0);
bx += (bx==0);
int new_exp = ax - bx + 15 ;
if(v == 0 && rem==0)
return 0;
while(v < 1024 && new_exp > 0) {
v<<=1;
rem<<=1;
if(rem >= m2) {
v++;
rem -= m2;
}
new_exp--;
}
while(v >= 2048) {
v>>=1;
new_exp++;
}
if(new_exp <= 0) {
v>>=(-new_exp + 1);
new_exp = 0;
}
else if(new_exp >= 31) {
return SIGNED_INF_VALUE(sign);
}
return sign | (v & 1023) | (new_exp << 10);
}
short f16_neg(short v)
{
return SIGN_MASK ^ v;
}
short f16_from_int(int32_t sv)
{
uint32_t v;
int sig = 0;
if(sv < 0) {
v=-sv;
sig=1;
}
else
v=sv;
if(v==0)
return 0;
int e=25;
while(v >= 2048) {
v>>=1;
e++;
}
while(v<1024) {
v<<=1;
e--;
}
if(e>=31)
return SIGNED_INF_VALUE(sig << 15);
return (sig << 15) | (e << 10) | (v & 1023);
}
int32_t f16_int(short a)
{
unsigned short value = MANTISSA(a);
short shift = EXPONENT(a) - 25;
if(shift > 0)
value <<= shift;
else if(shift < 0)
value >>= -shift;
if(a & SIGN_MASK)
return -(int32_t)(value);
return value;
}
int f16_gte(short a,short b)
{
if(IS_ZERO(a) && IS_ZERO(b))
return 1;
if(IS_NAN(a) || IS_NAN(b))
return 0;
if((a & SIGN_MASK) == 0) {
if((b & SIGN_MASK) == SIGN_MASK)
return 1;
return a >= b;
}
else {
if((b & SIGN_MASK) == 0)
return 0;
return (a & 0x7FFF) <= (b & 0x7FFF);
}
}
int f16_gt(short a,short b)
{
if(IS_NAN(a) || IS_NAN(b))
return 0;
if(IS_ZERO(a) && IS_ZERO(b))
return 0;
if((a & SIGN_MASK) == 0) {
if((b & SIGN_MASK) == SIGN_MASK)
return 1;
return a > b;
}
else {
if((b & SIGN_MASK) == 0)
return 0;
return (a & 0x7FFF) < (b & 0x7FFF);
}
}
int f16_eq(short a,short b)
{
if(IS_NAN(a) || IS_NAN(b))
return 0;
if(IS_ZERO(a) && IS_ZERO(b))
return 1;
return a==b;
}
int f16_lte(short a,short b)
{
if(IS_NAN(a) || IS_NAN(b))
return 0;
return f16_gte(b,a);
}
int f16_lt(short a,short b)
{
if(IS_NAN(a) || IS_NAN(b))
return 0;
return f16_gt(b,a);
}
int f16_neq(short a,short b)
{
return !f16_eq(a,b);
}
|