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Commit 3a92597

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neil-tandboyliao
neil-tan
authored and
dboyliao
committed
Fix bug
1 parent f8b5771 commit 3a92597

6 files changed

Lines changed: 236 additions & 190 deletions

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‎TESTS/CMakeLists.txt‎

Lines changed: 1 addition & 0 deletions
Original file line numberDiff line numberDiff line change
@@ -1,4 +1,5 @@
11
add_subdirectory("${PROJECT_SOURCE_DIR}/extern/googletest" "extern/googletest")
2+
set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -g")
23
macro(package_add_test TESTNAME)
34
# create an exectuable in which the tests will be stored
45
add_executable(${TESTNAME} ${ARGN})

‎TESTS/operators/constants_sq_tanh.hpp‎

Lines changed: 154 additions & 154 deletions
Original file line numberDiff line numberDiff line change
@@ -1,188 +1,188 @@
11
#ifndef constants_sq_tanh_hpp
22
#define constants_sq_tanh_hpp
3-
static const int8_t s_ref_output_sq_tanh_0[128] = {
4-
96, 15, 73, 96, 40, 33, 56, 36, 63, 87,
5-
40, 39, 79, 44, 11, 70, 86, 5, 93, 55,
6-
71, 92, 44, 84, 90, 6, 49, 69, 20, 95,
7-
19, 24, 7, 46, 79, 77, 30, 48, 58, 27,
8-
41, 89, 52, 48, 19, 11, 85, 59, 24, 51,
9-
84, 20, 24, 59, 27, 69, 17, 69, 29, 48,
10-
90, 84, 5, 51, 10, 92, 60, 28, 22, 29,
11-
63, 91, 75, 21, 37, 76, 55, 20, 13, 28,
12-
80, 74, 96, 49, 45, 31, 16, 70, 67, 72,
13-
22, 96, 28, 42, 8, 79, 64, 70, 87, 3,
14-
93, 12, 14, 13, 38, 37, 95, 77, 40, 7,
15-
91, 88, 68, 1, 35, 82, 72, 10, 57, 17,
16-
12, 91, 43, 38, 15, 20, 66, 74
3+
static const int8_t s_ref_input_sq_tanh_0[128] = {
4+
-107, -56, 114, -60, 53, -114, -108, 3, 89, 27,
5+
-56, -1, -69, -78, -43, -115, 98, -32, -116, 119,
6+
-30, 73, -114, 78, -92, 49, 99, -23, 97, -14,
7+
-68, -12, -43, 104, -12, -63, -31, 80, -35, 76,
8+
75, -39, -77, -57, 93, -1, 122, 34, -22, -20,
9+
-119, -86, -80, -98, -25, 117, -56, 17, 40, 13,
10+
-76, -85, -126, -37, -114, -114, 77, -53, -119, -34,
11+
-28, -12, -14, 121, 53, -67, 51, 66, -121, -65,
12+
-93, -77, -16, 59, -46, -11, -107, 79, 27, -49,
13+
-66, -117, -67, -8, -85, -109, 118, -95, 66, 118,
14+
-90, 45, -99, -91, -121, -122, 51, 116, -42, -37,
15+
-12, -64, -98, -45, 99, -108, -43, -61, 43, 0,
16+
86, -99, 74, 54, 62, 69, 119, -49
1717
};
18+
static const int32_t s_ref_input_sq_tanh_0_zp = -128;
19+
static const float s_ref_input_sq_tanh_0_scale = 0.003921540454030037;
20+
1821
static const int32_t s_ref_output_sq_tanh_0_zp = 0;
1922
static const float s_ref_output_sq_tanh_0_scale = 0.0078125;
2023

21-
22-
static const int8_t s_ref_input_sq_tanh_0[128] = {
23-
125, 15, 84, 126, 42, 34, 60, 37, 70, 107,
24-
42, 41, 93, 46, 11, 79, 105, 5, 120, 59,
25-
81, 117, 46, 102, 113, 7, 52, 78, 21, 123,
26-
19, 24, 7, 49, 93, 91, 31, 51, 63, 28,
27-
43, 111, 56, 51, 19, 11, 103, 65, 24, 54,
28-
101, 21, 24, 65, 27, 77, 17, 77, 30, 51,
29-
112, 103, 5, 55, 10, 117, 65, 29, 22, 30,
30-
69, 116, 87, 22, 38, 89, 59, 20, 13, 29,
31-
94, 85, 126, 53, 48, 32, 16, 79, 76, 82,
32-
22, 127, 29, 44, 8, 94, 71, 80, 107, 3,
33-
119, 12, 14, 13, 39, 38, 125, 89, 41, 7,
34-
116, 110, 76, 1, 37, 98, 83, 10, 62, 17,
35-
12, 115, 45, 39, 15, 20, 74, 85
24+
static const int8_t s_ref_output_sq_tanh_0[128] = {
25+
10, 35, 95, 33, 78, 7, 10, 61, 89, 69,
26+
35, 59, 29, 24, 41, 6, 91, 46, 6, 96,
27+
46, 84, 7, 86, 17, 77, 91, 49, 91, 54,
28+
29, 55, 41, 92, 55, 31, 46, 86, 44, 85,
29+
85, 42, 25, 34, 90, 59, 97, 72, 50, 51,
30+
5, 20, 24, 15, 49, 96, 35, 66, 74, 65,
31+
26, 21, 1, 43, 7, 7, 86, 36, 4, 45,
32+
48, 54, 53, 96, 78, 30, 78, 82, 3, 31,
33+
17, 25, 52, 80, 40, 55, 10, 86, 69, 38,
34+
30, 5, 30, 56, 21, 10, 96, 16, 82, 96,
35+
18, 76, 14, 18, 3, 3, 78, 95, 42, 44,
36+
55, 31, 15, 40, 91, 10, 41, 32, 75, 59,
37+
88, 14, 84, 78, 81, 83, 96, 38
3638
};
37-
static const int32_t s_ref_input_sq_tanh_0_zp = 0;
38-
static const float s_ref_input_sq_tanh_0_scale = 0.007754755301738349;
39-
4039

41-
static const int8_t s_ref_output_sq_tanh_1[128] = {
42-
83, 36, 83, 24, 62, 24, 32, 31, 43, 25,
43-
63, 54, 95, 51, 28, 54, 68, 93, 29, 5,
44-
92, 94, 51, 53, 1, 40, 65, 30, 49, 80,
45-
34, 54, 51, 50, 21, 72, 76, 65, 41, 97,
46-
33, 92, 80, 19, 92, 34, 14, 26, 20, 28,
47-
91, 30, 51, 13, 90, 35, 20, 97, 82, 49,
48-
75, 76, 78, 86, 58, 89, 87, 30, 59, 90,
49-
57, 7, 91, 38, 92, 57, 72, 79, 4, 54,
50-
3, 68, 19, 43, 94, 62, 94, 85, 90, 63,
51-
95, 23, 66, 11, 3, 92, 54, 7, 79, 93,
52-
37, 76, 45, 75, 89, 85, 75, 48, 70, 7,
53-
49, 85, 13, 95, 90, 50, 77, 22, 96, 30,
54-
92, 73, 93, 72, 47, 78, 66, 85
55-
};
5640
static const int32_t s_ref_output_sq_tanh_1_zp = 0;
5741
static const float s_ref_output_sq_tanh_1_scale = 0.0078125;
5842

5943
static const int8_t s_ref_input_sq_tanh_1[128] = {
60-
98, 37, 99, 24, 67, 24, 33, 32, 45, 25,
61-
69, 58, 123, 53, 29, 58, 76, 118, 29, 5,
62-
116, 120, 54, 56, 1, 42, 71, 31, 51, 94,
63-
35, 58, 53, 53, 21, 82, 88, 72, 42, 126,
64-
33, 117, 93, 19, 117, 35, 14, 26, 20, 29,
65-
113, 31, 54, 13, 112, 36, 20, 127, 97, 51,
66-
86, 87, 90, 104, 62, 111, 105, 31, 64, 111,
67-
62, 7, 114, 39, 116, 61, 82, 92, 4, 58,
68-
3, 76, 19, 45, 119, 67, 121, 103, 112, 69,
69-
123, 23, 73, 11, 3, 115, 58, 7, 91, 119,
70-
38, 87, 46, 86, 110, 103, 85, 50, 78, 7,
71-
52, 103, 13, 121, 112, 53, 89, 22, 125, 31,
72-
116, 82, 118, 82, 50, 90, 73, 103
44+
70, -10, 113, 83, 46, -26, 70, 19, 36, -88,
45+
-30, -86, 34, -27, 12, 103, 63, 41, -20, -21,
46+
79, 70, 26, -110, 83, -109, -100, -46, 90, -6,
47+
48, -25, 64, -77, -18, 41, -90, -86, 3, 115,
48+
53, 31, 5, -45, -101, 43, 37, -108, 71, 35,
49+
113, -31, -108, 87, -95, -91, -110, 27, 106, 84,
50+
-28, -65, -34, -38, 49, -40, -69, 12, 84, 52,
51+
108, -33, -11, 116, 68, 100, 46, 38, -36, -2,
52+
-116, 90, 125, 111, 24, 85, -37, 106, -52, 14,
53+
-42, 21, 90, 37, -104, 55, 116, -23, -83, -24,
54+
-32, 69, 57, -5, 17, 28, 56, 7, -65, 1,
55+
-18, -14, -78, 8, -9, 102, 6, 40, 96, -7,
56+
126, -7, 0, -48, 71, 39, 45, -110
57+
};
58+
static const int32_t s_ref_input_sq_tanh_1_zp = -128;
59+
static const float s_ref_input_sq_tanh_1_scale = 0.003921540454030037;
60+
61+
static const int8_t s_ref_output_sq_tanh_1[128] = {
62+
84, 55, 95, 87, 76, 49, 84, 67, 73, 19,
63+
46, 20, 72, 48, 64, 92, 82, 74, 51, 50,
64+
86, 83, 69, 9, 87, 9, 14, 40, 89, 57,
65+
77, 49, 82, 25, 52, 74, 19, 20, 61, 95,
66+
78, 71, 62, 40, 14, 75, 73, 10, 84, 73,
67+
95, 46, 10, 88, 16, 18, 9, 69, 93, 87,
68+
47, 31, 45, 43, 77, 42, 29, 64, 87, 78,
69+
93, 46, 55, 95, 83, 92, 76, 74, 44, 58,
70+
6, 89, 97, 94, 68, 88, 44, 93, 37, 65,
71+
42, 67, 89, 73, 12, 79, 95, 50, 22, 49,
72+
46, 83, 80, 57, 66, 70, 79, 62, 31, 60,
73+
52, 53, 25, 62, 56, 92, 62, 74, 91, 57,
74+
97, 56, 59, 39, 84, 74, 76, 9
7375
};
74-
static const int32_t s_ref_input_sq_tanh_1_zp = 0;
75-
static const float s_ref_input_sq_tanh_1_scale = 0.007843407589619555;
7676

7777
static const int8_t s_ref_input_sq_tanh_2[128] = {
78-
8, 8, 102, 27, 17, 27, 45, 27, 61, 126,
79-
101, 36, 67, 82, 82, 63, 67, 115, 32, 55,
80-
68, 87, 118, 109, 90, 112, 85, 67, 36, 88,
81-
117, 62, 70, 45, 52, 44, 119, 63, 43, 75,
82-
10, 99, 40, 77, 28, 40, 30, 17, 126, 80,
83-
75, 43, 24, 127, 100, 33, 39, 104, 68, 51,
84-
125, 83, 9, 53, 73, 90, 7, 108, 110, 84,
85-
92, 70, 14, 118, 34, 120, 122, 5, 84, 103,
86-
118, 120, 94, 51, 125, 21, 125, 5, 9, 107,
87-
76, 50, 53, 106, 121, 110, 2, 74, 98, 52,
88-
9, 28, 13, 94, 39, 110, 46, 116, 39, 89,
89-
42, 77, 91, 84, 7, 38, 95, 80, 86, 42,
90-
99, 124, 9, 75, 75, 103, 14, 122
78+
0, 51, -98, 59, 33, 35, -23, -58, -99, 103,
79+
-56, -101, -17, 110, 76, -44, 101, -15, 100, -91,
80+
-28, 69, -37, -4, 75, -100, 106, -40, -116, -58,
81+
-41, -52, -49, 87, -85, 48, 56, 67, 4, 105,
82+
108, -4, -125, -8, 1, -21, 78, 79, 116, -118,
83+
-19, -117, 98, 48, 84, -1, -65, 77, 26, -95,
84+
115, 60, -10, 42, -94, -94, -54, -108, -40, -20,
85+
-108, -115, 84, 52, -20, -75, 90, 60, 33, 14,
86+
2, 87, -16, -86, -2, 77, 39, -99, -66, 28,
87+
10, 75, -31, 2, -71, 3, -59, -34, 59, -81,
88+
-25, -104, -47, -55, 76, 11, 34, -59, 105, -73,
89+
48, 93, -104, -123, 107, -119, -31, -42, -56, -45,
90+
-64, 22, -10, -107, 37, 110, -122, -111
9191
};
92-
static const int32_t s_ref_input_sq_tanh_2_zp = 0;
93-
static const float s_ref_input_sq_tanh_2_scale = 0.007820344816042683;
92+
static const int32_t s_ref_input_sq_tanh_2_zp = -128;
93+
static const float s_ref_input_sq_tanh_2_scale = 0.003921540454030037;
9494

9595
static const int8_t s_ref_output_sq_tanh_2[128] = {
96-
8, 8, 84, 27, 17, 27, 44, 27, 57, 96,
97-
84, 35, 61, 72, 72, 58, 62, 91, 31, 52,
98-
62, 76, 93, 88, 77, 90, 75, 61, 35, 76,
99-
92, 58, 64, 43, 49, 42, 93, 58, 41, 67,
100-
10, 83, 39, 69, 27, 39, 30, 17, 96, 71,
101-
67, 41, 24, 97, 84, 32, 38, 86, 62, 49,
102-
96, 73, 9, 50, 66, 77, 7, 88, 89, 73,
103-
79, 64, 14, 93, 33, 94, 95, 5, 74, 85,
104-
93, 94, 80, 49, 96, 21, 96, 5, 9, 87,
105-
68, 47, 50, 87, 94, 89, 2, 67, 83, 49,
106-
9, 28, 13, 80, 38, 89, 44, 92, 38, 77,
107-
41, 69, 78, 74, 7, 37, 81, 71, 75, 41,
108-
83, 96, 9, 67, 67, 85, 14, 95
96+
59, 78, 14, 80, 72, 72, 50, 34, 14, 92,
97+
35, 14, 52, 94, 85, 40, 92, 53, 91, 18,
98+
48, 83, 43, 57, 85, 14, 93, 42, 6, 34,
99+
42, 37, 38, 88, 21, 77, 79, 82, 61, 93,
100+
93, 57, 2, 56, 60, 51, 86, 86, 95, 5,
101+
52, 6, 91, 77, 87, 59, 31, 85, 69, 16,
102+
95, 81, 55, 75, 16, 17, 36, 10, 42, 51,
103+
10, 7, 87, 78, 51, 26, 89, 80, 72, 65,
104+
61, 88, 52, 20, 58, 85, 74, 14, 31, 70,
105+
64, 85, 46, 61, 28, 61, 33, 45, 80, 23,
106+
49, 12, 39, 35, 85, 64, 72, 33, 93, 27,
107+
77, 90, 12, 2, 93, 4, 46, 41, 35, 40,
108+
31, 68, 55, 11, 73, 94, 3, 9
109109
};
110+
110111
static const int32_t s_ref_output_sq_tanh_2_zp = 0;
111112
static const float s_ref_output_sq_tanh_2_scale = 0.0078125;
112113

113-
114-
static const int8_t s_ref_input_sq_tanh_3[128] = {
115-
26, 124, 101, 98, 20, 22, 57, 121, 66, 43,
116-
12, 9, 59, 9, 99, 81, 85, 6, 68, 123,
117-
57, 52, 127, 23, 121, 104, 6, 95, 113, 67,
118-
26, 48, 77, 2, 27, 16, 50, 94, 59, 110,
119-
32, 89, 11, 54, 45, 22, 57, 28, 75, 17,
120-
124, 115, 26, 110, 63, 118, 41, 126, 53, 87,
121-
114, 97, 57, 108, 69, 55, 18, 125, 96, 116,
122-
23, 119, 113, 43, 62, 44, 23, 75, 103, 22,
123-
108, 67, 49, 90, 35, 75, 4, 60, 68, 11,
124-
108, 34, 25, 67, 88, 9, 67, 73, 27, 94,
125-
28, 30, 104, 45, 1, 86, 29, 0, 95, 63,
126-
100, 53, 100, 0, 29, 71, 14, 82, 100, 26,
127-
90, 21, 113, 72, 16, 45, 84, 66
128-
};
129-
static const int32_t s_ref_input_sq_tanh_3_zp = 0;
130-
static const float s_ref_input_sq_tanh_3_scale = 0.007721875126906266;
131-
114+
static const int32_t s_ref_output_sq_tanh_3_zp = 0;
115+
static const float s_ref_output_sq_tanh_3_scale = 0.0078125;
132116

133117
static const int8_t s_ref_output_sq_tanh_3[128] = {
134-
26, 95, 83, 81, 19, 22, 53, 94, 60, 41,
135-
12, 9, 54, 9, 82, 71, 74, 6, 62, 94,
136-
53, 49, 96, 23, 93, 85, 6, 80, 90, 61,
137-
25, 45, 68, 2, 26, 16, 47, 80, 54, 88,
138-
31, 76, 10, 50, 43, 22, 53, 28, 67, 17,
139-
95, 91, 26, 88, 57, 92, 39, 96, 50, 75,
140-
90, 81, 53, 87, 62, 51, 18, 95, 80, 91,
141-
23, 93, 90, 41, 57, 42, 22, 67, 84, 21,
142-
87, 61, 47, 77, 34, 66, 4, 56, 61, 11,
143-
87, 32, 24, 61, 76, 9, 61, 65, 27, 79,
144-
27, 30, 85, 43, 1, 74, 28, 0, 80, 58,
145-
83, 50, 83, 0, 28, 64, 14, 72, 83, 25,
146-
77, 20, 89, 65, 16, 43, 73, 60
118+
57, 93, 55, 92, 48, 96, 96, 84, 52, 55,
119+
79, 82, 6, 35, 31, 97, 51, 91, 9, 74,
120+
69, 44, 36, 64, 65, 35, 64, 90, 87, 63,
121+
85, 21, 91, 4, 82, 23, 58, 44, 3, 25,
122+
31, 42, 6, 81, 9, 45, 21, 76, 68, 29,
123+
29, 10, 72, 97, 95, 12, 91, 37, 92, 55,
124+
31, 14, 29, 84, 97, 25, 67, 77, 29, 39,
125+
87, 17, 92, 1, 61, 3, 86, 95, 48, 93,
126+
18, 82, 27, 63, 16, 7, 92, 58, 65, 87,
127+
72, 96, 77, 3, 79, 35, 96, 63, 92, 50,
128+
2, 66, 22, 10, 63, 95, 78, 45, 7, 10,
129+
42, 97, 89, 69, 33, 11, 9, 40, 42, 16,
130+
59, 51, 75, 66, 33, 68, 82, 73
147131
};
148-
static const int32_t s_ref_output_sq_tanh_3_zp = 0;
149-
static const float s_ref_output_sq_tanh_3_scale = 0.0078125;
150132

133+
static const int8_t s_ref_input_sq_tanh_3[128] = {
134+
-5, 109, -9, 103, -27, 119, 119, 74, -18, -11,
135+
55, 63, -115, -56, -64, 126, -19, 99, -111, 40,
136+
26, -35, -55, 13, 14, -56, 10, 93, 85, 10,
137+
75, -85, 100, -121, 67, -82, -3, -35, -123, -77,
138+
-66, -40, -117, 62, -110, -34, -85, 47, 24, -69,
139+
-69, -109, 34, 124, 115, -104, 99, -52, 100, -11,
140+
-66, -98, -69, 73, 124, -78, 20, 49, -68, -47,
141+
84, -93, 103, -127, 4, -122, 78, 114, -27, 108,
142+
-91, 66, -74, 8, -94, -113, 103, -3, 14, 83,
143+
35, 121, 48, -122, 56, -56, 120, 8, 102, -22,
144+
-125, 17, -83, -107, 10, 114, 50, -34, -114, -108,
145+
-39, 125, 89, 25, -60, -107, -110, -45, -40, -95,
146+
-2, -19, 43, 17, -60, 22, 66, 36
147+
};
148+
static const int32_t s_ref_input_sq_tanh_3_zp = -128;
149+
static const float s_ref_input_sq_tanh_3_scale = 0.003921540454030037;
151150

152151
static const int8_t s_ref_output_sq_tanh_4[128] = {
153-
93, 61, 60, 43, 91, 79, 65, 39, 79, 39,
154-
23, 60, 2, 4, 53, 56, 43, 25, 53, 77,
155-
62, 47, 68, 78, 76, 94, 6, 83, 37, 87,
156-
84, 71, 94, 90, 96, 91, 72, 85, 36, 51,
157-
76, 94, 29, 60, 13, 96, 69, 89, 8, 92,
158-
75, 36, 88, 56, 12, 56, 67, 36, 58, 61,
159-
34, 39, 37, 77, 56, 72, 54, 97, 75, 74,
160-
71, 55, 17, 75, 4, 91, 29, 78, 55, 29,
161-
28, 72, 51, 52, 31, 23, 44, 72, 17, 46,
162-
6, 75, 75, 57, 53, 63, 40, 14, 33, 10,
163-
86, 89, 29, 93, 16, 45, 74, 8, 62, 61,
164-
77, 26, 11, 83, 68, 33, 47, 37, 53, 68,
165-
5, 10, 96, 93, 89, 46, 49, 20
152+
61, 9, 85, 87, 56, 89, 12, 64, 71, 89,
153+
40, 46, 9, 84, 73, 23, 50, 94, 41, 4,
154+
65, 81, 96, 12, 23, 38, 75, 44, 2, 14,
155+
93, 54, 11, 5, 73, 34, 95, 49, 76, 61,
156+
19, 30, 86, 69, 75, 34, 43, 52, 17, 95,
157+
90, 18, 46, 61, 10, 88, 52, 16, 97, 16,
158+
52, 95, 4, 97, 64, 92, 49, 42, 25, 75,
159+
35, 91, 90, 89, 74, 92, 46, 84, 81, 25,
160+
97, 49, 63, 76, 66, 31, 76, 83, 53, 55,
161+
64, 73, 95, 15, 64, 79, 38, 52, 96, 21,
162+
68, 63, 95, 62, 65, 72, 35, 53, 81, 48,
163+
38, 75, 79, 93, 48, 57, 94, 74, 94, 75,
164+
41, 20, 17, 33, 92, 12, 27, 84
166165
};
167-
static const int32_t s_ref_output_sq_tanh_4_zp = 0;
168-
static const float s_ref_output_sq_tanh_4_scale = 0.0078125;
169166

170167
static const int8_t s_ref_input_sq_tanh_4[128] = {
171-
117, 66, 65, 45, 113, 92, 72, 40, 93, 40,
172-
23, 65, 2, 4, 56, 59, 45, 25, 56, 88,
173-
68, 49, 75, 90, 87, 120, 6, 100, 37, 106,
174-
100, 80, 121, 111, 125, 113, 82, 103, 37, 54,
175-
87, 121, 30, 66, 13, 125, 76, 110, 8, 117,
176-
85, 37, 108, 60, 12, 60, 74, 37, 62, 66,
177-
34, 41, 38, 89, 60, 82, 58, 127, 86, 84,
178-
79, 59, 17, 86, 4, 114, 29, 91, 58, 29,
179-
28, 82, 54, 55, 31, 23, 45, 82, 17, 49,
180-
6, 86, 85, 62, 56, 69, 41, 14, 34, 10,
181-
104, 110, 29, 118, 16, 47, 85, 8, 68, 67,
182-
89, 26, 11, 99, 75, 33, 49, 38, 56, 76,
183-
5, 10, 125, 118, 109, 48, 52, 20
168+
4, -109, 77, 85, -8, 89, -104, 11, 31, 89,
169+
-44, -33, -110, 73, 36, -81, -23, 109, -44, -121,
170+
14, 62, 121, -103, -81, -50, 42, -36, -123, -101,
171+
109, -13, -106, -118, 37, -58, 114, -25, 45, 4,
172+
-90, -67, 81, 26, 41, -58, -38, -17, -92, 114,
173+
94, -90, -33, 3, -107, 88, -17, -95, 125, -94,
174+
-18, 116, -120, 123, 11, 100, -25, -40, -77, 41,
175+
-57, 99, 95, 92, 39, 103, -31, 71, 63, -77,
176+
123, -25, 10, 47, 17, -66, 45, 69, -14, -12,
177+
11, 38, 115, -96, 11, 55, -49, -19, 121, -85,
178+
24, 8, 115, 7, 13, 33, -56, -14, 60, -27,
179+
-51, 42, 56, 109, -27, -5, 112, 41, 113, 41,
180+
-43, -86, -92, -60, 102, -103, -73, 72
184181
};
185-
static const int32_t s_ref_input_sq_tanh_4_zp = 0;
186-
static const float s_ref_input_sq_tanh_4_scale = 0.007849015588835467;
182+
static const int32_t s_ref_input_sq_tanh_4_zp = -128;
183+
static const float s_ref_input_sq_tanh_4_scale = 0.003921540454030037;
184+
185+
static const int32_t s_ref_output_sq_tanh_4_zp = 0;
186+
static const float s_ref_output_sq_tanh_4_scale = 0.0078125;
187187

188188
#endif

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