1 // Generated by generate_test_data.py using tensorflow version 2.16.1 (Keras version 2.16.0). 2 // Interpreter from tensorflow version 2.16.1 and revision v2.16.1-0-g5bc9d26649c. 3 #pragma once 4 #include <stdint.h> 5 6 const int16_t batch_matmul_4_s16_output[6912] = { 7 1949, -412, 1100, 3461, 646, 3251, 2181, 0, -2150, 3462, 1525, 0, 671, 0, 0, 0, 8 0, 0, 1173, -40, -2150, 3462, 3251, 1950, -2676, 705, -1521, -4901, -378, -4450, -2578, 0, 9 2928, -4901, -2450, 0, -376, 0, 0, 0, 0, 0, -2407, 34, 2929, -4901, -4454, -2678, 10 2032, -538, 1145, 3718, 2093, 3372, 3835, 0, -2226, 3722, 1168, 0, 2098, 0, 0, 0, 11 0, 0, 280, -97, -2224, 3722, 3360, 2034, 0, 0, 0, 0, 0, 0, 0, 0, 12 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 13 -362, 388, 388, -363, -152, -2, -1244, 0, 389, -366, 2, 0, -1243, 0, 0, 0, 14 0, 0, 1109, 8, 390, -366, -2, -367, 886, -969, -969, 886, 321, 0, 2352, 0, 15 -969, 886, 0, 0, 2352, 0, 0, 0, 0, 0, -2031, -19, -969, 886, 0, 886, 16 2031, -2223, -2223, 2031, 736, 0, 736, 0, -2223, 2033, 0, 0, 736, 0, 0, 0, 17 0, 0, 0, -43, -2223, 2033, 0, 2033, 0, 0, 0, 0, 0, 0, 0, 0, 18 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 19 -518, 3229, 1031, -2700, 1025, -1430, -1450, 0, 2493, -2612, -421, 0, 758, 0, 0, 0, 20 0, 0, -2388, 18, 2455, -2612, -1419, -347, 402, -3601, -5917, -1922, -1359, -3325, -2433, 0, 21 -2404, -1400, -4471, 0, -128, 0, 0, 0, 0, 0, -2071, -25, -2616, -1400, -3300, 1394, 22 923, 1553, -381, -968, 3669, -1224, -12, 0, 1277, 228, -949, 0, 1834, 0, 0, 0, 23 0, 0, -2107, -80, 791, 228, -1169, 3196, 0, 0, -4, -4, 0, -4, -4, 0, 24 0, -4, -4, 0, 0, 0, 0, 0, 0, 0, -4, 0, 0, -4, -4, 0, 25 -925, 3667, 484, -925, -2412, 2599, -1033, 13, 1498, -786, -2310, 22, -210, 0, 0, 0, 26 0, 0, 2647, 10, 1106, -785, -950, 896, -76, 184, 112, -73, 333, 712, -157, -53, 27 595, 827, -276, 0, -50, 0, 0, 0, 0, 0, 560, -43, 172, 815, -43, 1892, 28 2022, -2228, -2342, 2029, 983, 1761, 176, -122, -2227, 1731, -632, 0, 410, 0, 0, 0, 29 0, 0, 1315, -97, -2231, 1705, -98, 2033, 0, 0, 0, 0, 0, 0, 0, 0, 30 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 31 687, -4050, -1165, 675, 2781, -4471, 1064, 74, -1144, 819, 238, -20, 157, 0, 0, 0, 32 0, 0, -2987, 9, -820, 836, -71, -807, -460, -1385, -302, -450, -270, -17, -25, -150, 33 1210, 942, -1236, -9, 3, 0, 0, 0, 0, 0, 794, -62, 615, 911, -743, 2287, 34 2028, -5347, -2501, 2028, 2766, -3257, -406, -6, -2223, 2769, 461, -20, -1143, 0, 0, 0, 35 0, 0, -2199, -74, -2223, 2769, 25, 2033, 0, -2, -2, 0, 0, -2, -4, 0, 36 0, 0, -3, 0, -4, 0, 0, 0, 0, 0, 0, 0, 0, 0, -2, 0, 37 -1330, -487, 1849, -1345, 1875, -3238, 285, 75, 1459, -555, 1745, -16, -483, 0, 0, 0, 38 0, 0, -857, 41, 1464, -537, 613, -1337, 2432, -3916, -1602, 2442, 1305, 761, 1183, -153, 39 -2679, 2720, 1674, -17, 886, 0, 0, 0, 0, 0, -1117, -96, -2686, 2689, 1373, 2447, 40 0, 1688, 1688, 0, 0, 1688, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 41 0, 0, -1404, -24, 0, 0, 1688, 0, 0, 0, 0, 0, 0, 0, 0, 0, 42 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 43 13, -1037, 622, 1594, 812, -685, 1843, 80, 72, 1785, 1654, 0, 71, 0, 0, 0, 44 0, 0, -15, 46, 79, 1802, 528, -8, -10, 4062, 1708, -2223, 698, 1935, -530, -147, 45 2031, -2586, -2357, 0, 2033, 0, 0, 0, 0, 0, -3057, -2, 2024, -2618, -289, 0, 46 0, 0, 1689, 1688, 0, 1689, 1689, 0, 0, 1688, 1688, 0, 0, 0, 0, 0, 47 0, 0, 2, 27, 0, 1688, 1689, 0, 0, 0, 0, 0, 0, 0, 0, 0, 48 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 49 10, -1116, -1044, 4, 729, -2274, 182, 80, -5, 198, 66, 0, -3, 0, 0, 0, 50 0, 0, -1298, 15, 0, 215, -1060, -4, -10, 2029, 1898, 0, -1335, 4159, -339, -147, 51 -2, -363, -134, 0, 0, 0, 0, 0, 0, 0, -1561, -28, -9, -394, 1935, 0, 52 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 53 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 54 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 55 0, 0, 0, 689, -2150, 562, -6634, -116, 666, -37, 0, 1512, 1689, 1490, 0, -664, 56 1513, -1999, -1222, 1513, 0, -5282, 1513, 0, 0, 0, 0, -970, 2927, -1738, 6014, -2179, 57 -307, 507, 0, -2223, -1601, -1650, 0, 1391, -2226, 1828, 2369, -2226, 0, 5675, -2227, 0, 58 0, 0, 0, 737, -2229, -522, -14222, -5797, 2256, 1163, 0, 1688, 3115, 3004, 0, 1036, 59 1686, -4586, 6, 1686, 0, -9834, 1683, 0, 0, 0, 0, 0, 0, 0, 0, 0, 60 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 61 0, 0, 0, -138, 389, 1321, 5409, 1052, -1243, -12, 0, -1, 185, -1110, 0, -718, 62 0, 404, -151, 0, 0, 3165, 0, 0, 0, 0, 0, 321, -969, -2414, -3590, -2066, 63 2352, 0, 0, 0, -375, 2031, 0, 1062, 0, -952, 321, 0, 0, -2258, 0, 0, 64 0, 0, 0, 736, -2223, 0, 667, -1887, 736, 0, 0, 0, 0, 0, 0, -2223, 65 0, -2183, 736, 0, 0, -715, 0, 0, 0, 0, 0, 0, 0, 0, 2360, 0, 66 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1373, 0, 0, 67 0, 0, 0, 1696, 2496, -4124, 3387, -2542, 633, -590, 0, -2184, 79, -1016, 0, -781, 68 -2184, -2005, 3699, -2185, 0, 9180, -2184, 0, 0, 0, 0, -2051, -2397, 139, 5821, -3321, 69 -317, 508, 0, -2323, -587, -3130, 0, -2971, -2334, 930, 1370, -2338, -1, -1430, -2342, 0, 70 0, 0, 0, 2083, 1293, -3829, -4841, -10189, 1400, 1163, 0, -1888, 2474, -228, 0, -1244, 71 -1913, -6253, 5678, -1921, -2, 3084, -1931, 0, 0, 0, 0, 0, 0, -4, 2227, -4, 72 0, 0, 0, -4, 0, -4, 0, -4, -4, 0, 5, -4, 0, 1297, -4, 0, 73 0, 0, -2289, -285, 1513, 4574, 6202, -1644, -694, -66, 0, 0, 334, 449, 5, 275, 74 2419, -3810, 2260, 2420, 4, 5495, 2413, 0, 0, 0, -296, 20, 609, 761, -2598, -3620, 75 -492, 507, 0, 0, 757, -326, -8, -55, 584, -2630, -1376, 533, -16, -360, 521, 0, 76 0, 0, -678, 723, -2233, 1837, -5619, -4481, 568, 1163, 0, 0, 1737, -748, -17, -2691, 77 1381, -2101, -2293, 1278, -32, -6119, 1266, 0, 0, 0, 0, 0, 0, 0, 2221, 0, 78 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1292, 0, 0, 79 0, 0, 2474, 212, -1155, -2866, 2066, 1599, 546, 0, 0, -6, -1332, -2754, 8, 144, 80 -3089, 3111, 1010, -3018, 19, -1050, -3005, 0, 0, 0, 76, -108, 1229, 2946, -8144, -4397, 81 -710, 0, 0, 0, -1182, -3409, -22, 484, 679, -3410, -6425, 546, -43, -3861, 526, 0, 82 0, 0, 2062, 732, -2223, -2079, -3954, -2752, -1143, 0, 0, 0, -864, -4524, -4, -3366, 83 -2224, -2556, -1447, -2225, -4, -2061, -2223, 0, 0, 0, 0, 0, 0, 4, 9, 2, 84 -4, 0, 0, 0, -1, -9, 0, -4, 0, 0, 0, 0, 0, 5, 0, 0, 85 0, 0, 2102, -477, 1461, -2216, 3151, 1847, -482, 0, 0, -9, -423, -61, 8, 2272, 86 -2705, 3215, 654, -2638, 18, 1842, -2630, 0, 0, 0, 966, 867, -2682, -2363, -13034, -3410, 87 886, 0, 0, 0, 401, -774, -24, -2462, -255, -1822, -6279, -380, -42, -8541, -390, 0, 88 0, 0, 0, 0, 0, -2204, -4190, -2283, 0, 0, 0, 0, 1687, 0, 0, 0, 89 0, -2402, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 90 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 91 0, 0, 445, 94, 74, -139, 4344, 4659, 75, 0, 0, 1587, -1109, 1812, 11, 1878, 92 679, 2964, 1005, 746, 21, 1251, 753, 0, 0, 0, -816, 2016, 2028, -3526, -2940, -2110, 93 2033, 0, 0, -2223, 2031, -2676, -21, -612, -558, 893, -498, -682, -39, 2646, -693, 0, 94 0, 0, 0, 0, 0, -316, -4344, 4242, 0, 0, 0, 1688, 0, 1688, 0, 1689, 95 1689, 2687, -2087, 1689, 0, -3460, 1689, 0, 0, 0, 0, 0, 0, 0, 4, 5, 96 0, 0, 0, 0, 0, 0, 0, 0, 0, 5, 0, 0, 0, 0, 0, 0, 97 0, 0, 445, 10, -4, -1364, 2489, 214, -1, 0, 0, 0, -1111, 233, 11, 222, 98 -909, -47, 2883, -842, 21, 2151, -835, 0, 0, 0, -816, -16, -6, -2167, -9669, -375, 99 0, 0, 0, 0, 2031, -452, -21, -423, 1666, 100, -5278, 1543, -39, -3944, 1531, 0, 100 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 101 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 102 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 103 0, -2150, 1950, 1513, -2024, 689, 664, 0, 0, 1512, 0, 0, 1513, 0, 3251, 1949, 104 646, -2150, 1509, 674, -2150, 1509, 1949, 1085, 0, 2929, -2678, -2227, 314, -970, -334, 0, 105 0, -2224, 0, 0, -2226, 0, -4456, -2676, -378, 2929, -2228, -426, 2929, -2225, -2677, -968, 106 0, -2224, 2034, 1683, -8540, 737, 2176, 0, 0, 1689, 0, 0, 1684, -1, 3356, 2032, 107 2093, -2224, 1677, 1984, -2224, 1685, 2030, 2414, 0, 0, 0, 0, 0, 0, 0, 0, 108 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 109 0, 390, -365, 0, 1947, -137, -1239, 0, 0, -1, 0, 0, 0, 0, -2, -362, 110 -152, 390, -4, 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2934, 0, 5572, 2937, 0, 358 0, 0, 2063, -4, -5, -6202, -8636, -2014, -168, 1164, 0, 0, 1352, -745, -4, 621, 359 -2229, 2030, -828, -2230, -4, -4232, -2231, 0, 0, 0, 0, 0, 0, 0, 0, 0, 360 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 361 0, 0, -1, -91, 274, 97, 542, 246, -122, -88, 0, -41, 98, -72, 0, 202, 362 -39, 273, -102, -39, 0, 390, -39, 0, 0, 0, 0, 321, -970, -875, -1802, -823, 363 321, 0, 0, 0, 0, 0, 0, -970, 0, -952, 321, 0, 0, -970, 0, 0, 364 0, 0, 0, 736, -2223, -2005, -4130, -1887, 736, 0, 0, 0, 0, 0, 0, -2223, 365 0, -2183, 736, 0, 0, -2223, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 366 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 367 0, 0, -2691, 0, 0, 731, 4333, -5445, -152, -423, 0, -2194, 477, -3326, 0, -3307, 368 707, -5308, 5257, 707, 0, 6175, 707, 0, 0, 0, -2814, 0, 0, 3766, 3711, 2248, 369 321, 887, 0, 732, -1023, 48, 0, 48, 3766, 390, 2712, 3766, 0, 1455, 3766, 0, 370 0, 0, -2838, 0, 0, 4748, -3128, -2725, 736, 2033, 0, 1688, -2344, 1411, 0, 1411, 371 4748, -5200, 2377, 4748, 0, -575, 4748, 0, 0, 0, -2306, 0, 0, 2487, 2575, -824, 372 0, 0, 0, 0, 0, -824, 0, -824, 2487, -2274, 2442, 2487, 0, 2488, 2487, 0, 373 0, 0, -2524, 0, 0, 2402, 1608, -2152, 592, 1633, 0, -355, -1906, -670, 0, -664, 374 2366, -2488, 4282, 2366, 0, 2135, 2366, 0, 0, 0, -2715, 0, 0, 3664, 192, -1197, 375 636, 1756, 0, 736, -2026, 403, 0, 403, 3664, -2677, 3226, 3664, 0, 773, 3664, 0, 376 0, 0, -2788, 0, 0, 4695, 849, 692, 0, 0, 0, 1688, 0, 692, 0, 692, 377 4695, -2749, 867, 4695, 0, 704, 4695, 0, 0, 0, 0, 0, 0, 0, 0, 0, 378 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 379 0, 0, 101, -16, -16, -3406, 31, 2770, -899, -2358, 0, 0, 3248, 707, 0, -861, 380 -109, 1698, -1790, -109, 0, 1360, -109, 0, 0, 0, 2483, 0, -6, 1480, -452, -3363, 381 -1026, -873, 0, 0, 4482, -3061, 0, -77, -2682, -443, -2628, -2682, 0, -3604, -2685, 0, 382 0, 0, 0, 0, 0, -6097, -5958, 1312, -866, -2392, 0, 0, 5183, 1166, 0, -866, 383 0, 0, -1716, 0, 0, 412, 0, 0, 0, 0, 0, 0, 0, 0, 11, 6, 384 -4, -11, 0, 0, 12, -4, 0, -4, 0, 0, -8, 0, 0, 7, 0, 0, 385 0, 0, 0, -2, -2, 426, 469, 14, -10, -19, 0, 0, -304, -7, 0, -10, 386 0, 3, -16, 0, 0, 10, 0, 0, 0, 0, 0, 0, 0, -961, -1004, 0, 387 0, 0, 0, 0, 736, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 388 0, 0, 0, 0, 0, -2204, -2302, 0, 0, 0, 0, 0, 1688, 0, 0, 0, 389 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 390 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 391 0, 0, 0, -220, -1325, 0, -284, 0, 0, -245, 0, 0, -220, 0, -253, 0, 392 -210, -22, -253, -282, -22, -253, 0, -535, 0, 0, 0, 737, 522, 0, 1057, 0, 393 0, 737, 0, 0, 737, 0, 736, 0, 636, 0, 736, 1057, 0, 736, 0, 1794, 394 0, 0, 0, 1688, -6393, 0, 2424, 0, 0, 1688, 0, 0, 1688, -1, 1688, 0, 395 1458, 0, 1688, 2424, 0, 1688, 0, 4112, 0, 0, 0, 0, 0, 0, 0, 0, 396 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 397 0, 0, 0, 8, 329, 0, -243, 0, 0, 0, 0, 0, 8, 0, -3, 0, 398 -5, -7, -3, -242, -7, -3, 0, -245, 0, 0, 0, 0, -996, 0, 736, 0, 399 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 736, 0, 0, 0, 736, 400 0, 0, 0, 0, -2282, 0, 1688, 0, 0, 0, 0, 0, 0, -1, -1, 0, 401 0, 0, 0, 1688, 0, 0, 0, 1687, 0, 0, 0, 0, 0, 0, 0, 0, 402 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 403 0, 0, 0, -2456, 62, 0, -259, 0, 0, 0, 0, 0, -2454, 0, 789, 0, 404 1443, 2238, 799, -468, 2238, 807, -2, 357, 0, 0, 0, 2937, 43, 0, 321, 0, 405 0, 0, 0, 0, 2935, 0, -942, 0, -1786, -2676, -955, 580, -2676, -965, 2, -408, 406 -6, 0, 0, -2232, -33, -42, -244, 0, 0, 0, 0, 0, -2229, 0, 366, -18, 407 1353, 2032, 2081, -444, 2030, 2089, -8, -130, 0, 0, 0, 0, 0, 0, 0, 0, 408 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 409 0, 274, -251, -39, 384, -91, -121, 0, 0, -41, 0, 0, -39, 0, -41, -251, 410 -154, 273, -41, -122, 273, -41, -251, 202, 0, -970, 887, 0, -1005, 321, 319, 0, 411 0, 0, 0, 0, 0, 0, 0, 886, 321, -970, 0, 321, -970, 0, 886, -970, 412 0, -2223, 2033, 0, -2303, 736, 732, 0, 0, 0, 0, 0, 0, 0, 0, 2031, 413 736, -2223, 0, 736, -2223, 0, 2031, -2223, 0, 0, 0, 0, 0, 0, 0, 0, 414 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 415 0, 0, 0, 707, -4277, 0, -152, 0, 0, -2195, 0, 0, 707, 0, -3162, 0, 416 -304, -2651, -3169, -152, -2651, -3169, 0, -3314, 0, 0, 0, 3766, -1257, 0, 321, 0, 417 0, 732, 0, 0, 3766, 0, -273, 0, 636, -2772, -273, 321, -2772, -273, 0, 48, 418 0, 0, 0, 4748, -6909, 0, 736, 0, 0, 1688, 0, 0, 4748, 0, 675, 0, 419 1458, -2796, 674, 736, -2796, 674, 0, 1411, 0, 0, 0, 2487, -2274, 0, 0, 0, 420 0, 0, 0, 0, 2487, 0, -824, 0, 0, -2272, -824, 0, -2272, -824, 0, -824, 421 0, 0, 0, 2366, -4274, 0, 592, 0, 0, -355, 0, 0, 2366, 0, -1278, 0, 422 1172, -2486, -1260, 592, -2486, -1260, 0, -686, 0, 0, 0, 3664, -4597, 0, 636, 0, 423 0, 736, 0, 0, 3664, 0, -234, 0, 1260, -2675, -234, 636, -2675, -234, 0, 403, 424 0, 0, 0, 4695, -2749, 0, 0, 0, 0, 1688, 0, 0, 4695, 0, 692, 0, 425 0, -2747, 692, 0, -2747, 692, 0, 692, 0, 0, 0, 0, 0, 0, 0, 0, 426 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 427 0, -16, 0, -109, 3902, -16, -903, 0, 0, 0, 0, 0, -109, 0, 411, 0, 428 -1682, 84, 1158, -913, 84, 1158, 0, -499, 0, 0, 0, -2685, 174, 0, -1117, 0, 429 0, 0, 0, 0, -2684, 0, 628, 0, 2, 2447, -1048, -1353, 2447, -1039, -2, -684, 430 0, 0, 0, 0, 2615, 0, -866, 0, 0, 0, 0, 0, 0, 0, 2424, 0, 431 -1716, 0, 1459, -866, 0, 1459, 0, 1558, 0, 0, 0, 0, 12, 0, -4, 0, 432 0, 0, 0, 0, 0, 0, 0, 0, -8, 0, 0, -4, 0, 0, 0, -4, 433 0, -2, 0, 0, 25, -2, -10, 0, 0, 0, 0, 0, 0, 0, -326, 0, 434 -16, -2, 0, -10, -2, 0, 0, -336, 0, 0, 0, 0, 0, 0, 0, 0, 435 0, 0, 0, 0, 0, 0, 736, 0, 0, 0, 0, 0, 0, 0, 0, 736, 436 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1688, 0, 437 0, 0, 0, 0, 0, 0, 0, 1688, 0, 0, 0, 0, 0, 0, 0, 0, 438 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0}; 439 440 const int16_t *const batch_matmul_4_s16_output_ref = batch_matmul_4_s16_output; 441
