diff options
Diffstat (limited to 'workspaces/main/shaders/cnn/cnn_weights_generated.wgsl')
| -rw-r--r-- | workspaces/main/shaders/cnn/cnn_weights_generated.wgsl | 302 |
1 files changed, 0 insertions, 302 deletions
diff --git a/workspaces/main/shaders/cnn/cnn_weights_generated.wgsl b/workspaces/main/shaders/cnn/cnn_weights_generated.wgsl deleted file mode 100644 index 510f86f..0000000 --- a/workspaces/main/shaders/cnn/cnn_weights_generated.wgsl +++ /dev/null @@ -1,302 +0,0 @@ -// Auto-generated CNN weights (vec4-optimized) -// DO NOT EDIT - Generated by train_cnn.py - -const weights_layer0: array<vec4<f32>, 200> = array( - vec4<f32>(0.235493, 0.070711, -0.007171, 0.029242), - vec4<f32>(0.010796, -0.007094, 0.104870, -0.001741), - vec4<f32>(-0.363645, 0.625662, 0.044248, 0.046890), - vec4<f32>(0.016731, -0.099652, 0.198682, -0.002050), - vec4<f32>(-0.738196, -1.196639, -0.153794, 0.059818), - vec4<f32>(-0.012392, 0.206094, -1.159788, 0.001624), - vec4<f32>(-0.089846, -0.097056, 0.533546, -0.256308), - vec4<f32>(0.052460, 0.007740, -0.025518, -0.011569), - vec4<f32>(0.024563, -0.123127, -0.189236, -0.034605), - vec4<f32>(0.027494, 0.077022, -0.073083, -0.001741), - vec4<f32>(0.127897, -1.191688, -0.289229, -0.057213), - vec4<f32>(-0.017651, -0.095915, -0.540725, -0.002050), - vec4<f32>(0.459141, 1.047422, 1.008783, 0.082279), - vec4<f32>(-0.148789, 0.141891, 0.964934, 0.001624), - vec4<f32>(-0.458732, -0.253084, 0.429181, -0.267647), - vec4<f32>(0.029582, 0.043901, -0.332350, -0.011569), - vec4<f32>(-0.089206, -0.379760, -0.267976, -0.033062), - vec4<f32>(-0.059616, 0.042331, -0.297211, -0.001741), - vec4<f32>(0.347450, 0.349807, -0.107598, -0.038193), - vec4<f32>(-0.054979, -0.022737, 0.368773, -0.002050), - vec4<f32>(1.185666, 2.203693, 1.743948, 0.015765), - vec4<f32>(-0.004807, 0.138734, 2.114184, 0.001624), - vec4<f32>(-0.397312, -0.423930, 0.436068, -0.309529), - vec4<f32>(-0.025822, 0.061618, -0.358850, -0.011569), - vec4<f32>(0.031591, -0.133625, -0.210201, -0.058735), - vec4<f32>(0.026377, 0.074180, -0.075918, -0.001741), - vec4<f32>(-0.632064, -0.365984, -0.183357, -0.064294), - vec4<f32>(-0.038233, -0.027135, -0.529794, -0.002050), - vec4<f32>(-0.079942, -0.108489, 0.284420, 0.068003), - vec4<f32>(-0.033783, 0.131316, -0.006431, 0.001624), - vec4<f32>(-0.096003, -0.037157, 0.523401, -0.332369), - vec4<f32>(0.098362, 0.049597, 0.024988, -0.011569), - vec4<f32>(-0.042374, 0.215371, 0.044488, -0.079190), - vec4<f32>(-0.108483, 0.244548, 0.195395, -0.001741), - vec4<f32>(0.121079, 0.214838, 0.292411, -0.013912), - vec4<f32>(0.098564, -0.117552, 0.392438, -0.002050), - vec4<f32>(-0.994368, -0.526871, 0.165568, 0.006371), - vec4<f32>(-0.142932, 0.234835, -0.612723, 0.001624), - vec4<f32>(-0.430247, -0.230031, 0.035994, -0.340101), - vec4<f32>(-0.134622, -0.045299, -0.264801, -0.011569), - vec4<f32>(-0.116651, 0.042012, -0.004781, 0.018667), - vec4<f32>(0.000405, -0.068494, 0.084279, -0.001741), - vec4<f32>(0.180754, -0.853766, -0.384955, 0.013426), - vec4<f32>(0.038369, 0.010519, -0.437544, -0.002050), - vec4<f32>(0.373661, 0.677625, 0.617145, -0.028541), - vec4<f32>(0.071383, 0.012678, 0.734573, 0.001624), - vec4<f32>(-0.187586, -0.167658, 0.445526, -0.213674), - vec4<f32>(-0.054012, -0.048233, -0.111101, -0.011569), - vec4<f32>(-0.329708, 0.124956, 0.150447, 0.038372), - vec4<f32>(0.042139, -0.014901, 0.056693, -0.001741), - vec4<f32>(0.547166, 1.493724, 0.572366, 0.044038), - vec4<f32>(-0.055818, 0.022352, 1.209448, -0.002050), - vec4<f32>(-0.669255, -0.481531, -0.593402, 0.125846), - vec4<f32>(-0.086191, -0.012315, -0.692654, 0.001624), - vec4<f32>(-0.667836, -0.543086, 0.253854, -0.236805), - vec4<f32>(0.045048, 0.047535, -0.607491, -0.011569), - vec4<f32>(-0.262418, 0.247133, 0.225155, -0.084126), - vec4<f32>(0.017065, 0.007371, 0.103683, -0.001741), - vec4<f32>(0.216644, 1.179116, 0.436799, 0.041116), - vec4<f32>(0.006571, 0.012147, 0.674660, -0.002050), - vec4<f32>(0.290965, -0.022340, -0.616338, 0.021808), - vec4<f32>(-0.091234, -0.016764, 0.116976, 0.001624), - vec4<f32>(-0.689736, -0.685681, 0.342797, -0.213249), - vec4<f32>(0.040683, 0.038921, -0.663171, -0.011569), - vec4<f32>(-0.150412, 0.018053, -0.103426, 0.026070), - vec4<f32>(0.016183, -0.090006, 0.028738, -0.001741), - vec4<f32>(0.851827, -0.499315, 0.146696, 0.047324), - vec4<f32>(0.059725, 0.031269, 0.184268, -0.002050), - vec4<f32>(0.160719, -0.309456, -0.432633, -0.021171), - vec4<f32>(-0.060075, -0.052701, -0.248520, 0.001624), - vec4<f32>(-0.217727, 0.354527, 0.663356, -0.267530), - vec4<f32>(-0.032714, 0.000761, 0.246687, -0.011569), - vec4<f32>(0.077123, 0.069934, 0.077986, 0.004388), - vec4<f32>(-0.107897, 0.103689, 0.072698, -0.001741), - vec4<f32>(-0.216285, -0.206663, -0.497913, -0.019433), - vec4<f32>(0.042063, -0.036315, -0.306115, -0.002050), - vec4<f32>(0.351038, 0.116104, -0.046132, 0.022280), - vec4<f32>(-0.026460, -0.025197, 0.286924, 0.001624), - vec4<f32>(-0.480131, -0.253209, -0.259724, -0.353796), - vec4<f32>(-0.069436, -0.026651, -0.285359, -0.011569), - vec4<f32>(0.225811, -0.092313, -0.152689, 0.007505), - vec4<f32>(0.120530, 0.012846, -0.020303, -0.001741), - vec4<f32>(0.305262, 0.699468, 0.474383, -0.002565), - vec4<f32>(-0.036377, 0.008052, 0.424588, -0.002050), - vec4<f32>(0.557323, 0.489104, 0.312243, 0.072877), - vec4<f32>(0.096476, -0.012612, 0.586454, 0.001624), - vec4<f32>(-0.370964, -0.252666, 0.235903, -0.299915), - vec4<f32>(-0.066341, -0.008435, -0.158507, -0.011569), - vec4<f32>(0.070604, -0.016186, -0.079075, 0.015055), - vec4<f32>(0.042533, -0.085281, -0.014053, -0.001741), - vec4<f32>(-1.115748, -0.531544, -0.207050, -0.040691), - vec4<f32>(0.010035, -0.008330, -0.718958, -0.002050), - vec4<f32>(-1.404958, -2.000416, -1.884062, 0.014171), - vec4<f32>(0.019375, -0.078894, -1.999592, 0.001624), - vec4<f32>(-1.144367, -0.681485, 0.145197, -0.310542), - vec4<f32>(0.071912, -0.001021, -0.817277, -0.011569), - vec4<f32>(-0.018298, 0.109930, -0.067419, -0.031281), - vec4<f32>(0.072086, -0.047123, -0.018405, -0.001741), - vec4<f32>(-2.926982, -5.479454, -1.936543, 0.034851), - vec4<f32>(0.005592, 0.052238, -4.695754, -0.002050), - vec4<f32>(0.504616, -0.384917, -0.623795, 0.009371), - vec4<f32>(-0.105685, -0.049385, -0.154266, 0.001624), - vec4<f32>(-1.428979, -0.829611, 0.160294, -0.239524), - vec4<f32>(0.054180, -0.058797, -0.939519, -0.011569), - vec4<f32>(0.088147, -0.158820, -0.199674, -0.083067), - vec4<f32>(0.073984, -0.059593, -0.103344, -0.001741), - vec4<f32>(0.465084, 2.259005, 0.899806, -0.010464), - vec4<f32>(0.058231, -0.075668, 1.383652, -0.002050), - vec4<f32>(-0.162736, -0.899540, -0.559890, 0.066380), - vec4<f32>(0.029594, 0.036117, -0.780812, 0.001624), - vec4<f32>(-0.605431, 0.342970, 0.671602, -0.313734), - vec4<f32>(0.072950, 0.058100, 0.232742, -0.011569), - vec4<f32>(0.161941, -0.017279, -0.010904, -0.041589), - vec4<f32>(-0.118079, 0.090886, 0.001212, -0.001741), - vec4<f32>(-0.136354, 0.155269, 0.058437, -0.043499), - vec4<f32>(0.029368, 0.079326, -0.060807, -0.002050), - vec4<f32>(0.222824, 0.267939, 0.010260, 0.093258), - vec4<f32>(-0.091763, 0.028527, 0.290062, 0.001624), - vec4<f32>(-0.584501, -0.074002, -0.187352, -0.247388), - vec4<f32>(-0.067679, -0.036398, -0.237425, -0.011569), - vec4<f32>(-0.026121, -0.231360, 0.002505, -0.096021), - vec4<f32>(0.073173, -0.059323, -0.128630, -0.001741), - vec4<f32>(-0.118509, -0.931686, -0.328151, 0.027222), - vec4<f32>(0.006670, -0.094619, -0.605555, -0.002050), - vec4<f32>(0.260254, 0.186958, 0.235441, -0.030871), - vec4<f32>(0.111987, -0.056380, 0.227175, 0.001624), - vec4<f32>(0.012446, -0.068683, 0.273271, -0.315052), - vec4<f32>(-0.020011, 0.046984, 0.026316, -0.011569), - vec4<f32>(0.149830, 0.108146, 0.141757, 0.040947), - vec4<f32>(-0.060874, -0.004303, 0.196782, -0.001741), - vec4<f32>(1.031257, 1.493831, 0.443644, -0.089572), - vec4<f32>(-0.035087, 0.049431, 1.193984, -0.002050), - vec4<f32>(-0.204666, -0.340174, -0.045684, 0.053997), - vec4<f32>(0.000214, -0.073696, -0.299299, 0.001624), - vec4<f32>(-1.040674, -0.828753, 0.007912, -0.326534), - vec4<f32>(0.040669, -0.036526, -0.794626, -0.011569), - vec4<f32>(-0.018212, -0.031610, 0.259871, -0.041978), - vec4<f32>(0.021055, -0.061307, -0.004348, -0.001741), - vec4<f32>(0.002720, 0.570871, 0.371837, -0.076940), - vec4<f32>(0.023420, 0.006175, 0.318983, -0.002050), - vec4<f32>(0.259713, 0.294528, 0.907401, 0.043367), - vec4<f32>(-0.087576, -0.053953, 0.273380, 0.001624), - vec4<f32>(-1.177213, -0.464727, 0.211285, -0.266637), - vec4<f32>(0.075274, -0.007404, -0.703821, -0.011569), - vec4<f32>(-0.089204, -0.053316, 0.280138, -0.056155), - vec4<f32>(0.030981, -0.005136, 0.038455, -0.001741), - vec4<f32>(0.936459, -0.196866, 0.270033, -0.096884), - vec4<f32>(0.025329, -0.032176, 0.473732, -0.002050), - vec4<f32>(0.312348, 0.234105, 0.580837, 0.099177), - vec4<f32>(0.019877, -0.096514, 0.450075, 0.001624), - vec4<f32>(-1.099700, -0.203693, 0.157253, -0.331450), - vec4<f32>(-0.033353, -0.072074, -0.453590, -0.011569), - vec4<f32>(-0.084598, -0.039735, 0.162495, -0.070988), - vec4<f32>(-0.038491, 0.071525, 0.034601, -0.001741), - vec4<f32>(-0.199528, -0.475454, -0.297979, 0.037322), - vec4<f32>(-0.003106, 0.003258, -0.475664, -0.002050), - vec4<f32>(-0.282845, 0.058921, -0.300971, -0.011632), - vec4<f32>(-0.102320, 0.065302, -0.035173, 0.001624), - vec4<f32>(-0.515296, 0.497936, 0.313751, -0.245144), - vec4<f32>(-0.126936, 0.016721, 0.233370, -0.011569), - vec4<f32>(-0.220154, 0.069414, 0.194344, 0.000786), - vec4<f32>(0.037788, -0.095021, -0.055585, -0.001741), - vec4<f32>(-0.186244, 0.434960, 0.138978, -0.017604), - vec4<f32>(0.014466, 0.055976, 0.306540, -0.002050), - vec4<f32>(0.000614, -0.087365, -0.327816, 0.025776), - vec4<f32>(0.227096, -0.143725, -0.046319, 0.001624), - vec4<f32>(0.468607, -0.441809, -0.025186, -0.260166), - vec4<f32>(0.018770, -0.067388, -0.240128, -0.011569), - vec4<f32>(-0.013968, 0.032027, -0.111361, -0.023976), - vec4<f32>(0.041929, -0.033460, 0.001994, -0.001741), - vec4<f32>(0.005203, -0.837762, -0.287991, -0.026139), - vec4<f32>(-0.077592, 0.021388, -0.524153, -0.002050), - vec4<f32>(0.250865, 0.313428, -0.248465, 0.059517), - vec4<f32>(0.034922, -0.054528, 0.257107, 0.001624), - vec4<f32>(0.010692, -0.067238, 0.233031, -0.310017), - vec4<f32>(0.176915, -0.059644, 0.016072, -0.011569), - vec4<f32>(0.016422, 0.016187, -0.037382, -0.083725), - vec4<f32>(0.002691, -0.110865, -0.012957, -0.001741), - vec4<f32>(0.095561, 0.396829, 0.128803, 0.037097), - vec4<f32>(0.019823, 0.093399, 0.310928, -0.002050), - vec4<f32>(-0.193791, -0.079385, 0.332894, 0.039734), - vec4<f32>(0.119291, -0.053947, 0.020449, 0.001624), - vec4<f32>(-0.446965, -0.003325, 0.231982, -0.298212), - vec4<f32>(0.063248, -0.060392, -0.103558, -0.011569), - vec4<f32>(-0.044501, -0.246630, -0.254448, -0.025872), - vec4<f32>(0.044620, -0.074284, -0.183828, -0.001741), - vec4<f32>(-0.369636, -0.171104, -0.485456, -0.085980), - vec4<f32>(-0.053131, 0.016452, -0.377567, -0.002050), - vec4<f32>(-0.183644, -0.028271, 0.226453, 0.010102), - vec4<f32>(0.039391, -0.132828, -0.009034, 0.001624), - vec4<f32>(-0.644046, -0.335421, 0.011161, -0.222670), - vec4<f32>(0.091183, 0.005457, -0.472058, -0.011569), - vec4<f32>(0.045107, 0.080623, -0.132791, 0.064920), - vec4<f32>(-0.110745, 0.109524, 0.092569, -0.001741), - vec4<f32>(0.064397, 0.190407, 0.257845, 0.024637), - vec4<f32>(-0.042557, 0.128625, 0.317239, -0.002050), - vec4<f32>(-0.362482, 0.271381, -0.115412, 0.103104), - vec4<f32>(0.088766, 0.042583, 0.069687, 0.001624), - vec4<f32>(-0.353634, 0.554832, 0.442496, -0.351794), - vec4<f32>(-0.140207, -0.064649, 0.346336, -0.011569) -); - -const weights_layer1: array<vec4<f32>, 72> = array( - vec4<f32>(-0.059078, -0.087833, -0.048345, -0.276761), - vec4<f32>(-0.101904, 0.058647, -0.405575, -0.064215), - vec4<f32>(-0.382952, 0.579364, -0.051813, -0.155723), - vec4<f32>(-0.140997, -0.006771, 0.212267, 0.120289), - vec4<f32>(-0.152651, -0.134768, -0.076617, -0.506104), - vec4<f32>(0.089304, 0.078492, 0.541122, 0.129289), - vec4<f32>(0.739323, -0.014103, -0.012980, -0.112747), - vec4<f32>(-0.089971, -0.088661, -0.520901, 0.158290), - vec4<f32>(0.819725, 2.866048, 0.080441, 0.380885), - vec4<f32>(0.035196, 0.028422, -0.748029, -0.064215), - vec4<f32>(-0.551722, 0.995924, -0.203047, -0.220742), - vec4<f32>(-0.081721, 0.039584, 0.581791, 0.120289), - vec4<f32>(-0.752329, -0.482903, -0.317275, 0.515372), - vec4<f32>(-0.087637, 0.040969, 0.481261, 0.129289), - vec4<f32>(0.532382, -0.653574, 0.078268, 0.139585), - vec4<f32>(-0.089350, -0.072701, -1.289249, 0.158290), - vec4<f32>(0.384272, -0.051717, 0.428463, -0.006561), - vec4<f32>(0.034003, 0.036653, -0.778556, -0.064215), - vec4<f32>(-0.788796, 0.332339, -0.181283, -0.213141), - vec4<f32>(0.196044, -0.062422, 0.724631, 0.120289), - vec4<f32>(-0.416297, -0.520778, -0.009510, -0.304383), - vec4<f32>(0.094475, -0.033135, 0.942838, 0.129289), - vec4<f32>(0.887455, 0.054078, 0.193434, 0.268549), - vec4<f32>(-0.055369, -0.042953, -0.172902, 0.158290), - vec4<f32>(0.419144, -0.159019, 0.189637, -0.235703), - vec4<f32>(-0.098285, 0.021026, -0.041846, -0.064215), - vec4<f32>(-1.009575, 0.934207, -0.120383, -0.243756), - vec4<f32>(-0.054562, 0.123804, 0.004157, 0.120289), - vec4<f32>(-0.504099, 0.696545, -0.850290, 0.493131), - vec4<f32>(-0.090043, -0.020600, -1.148702, 0.129289), - vec4<f32>(0.302269, -0.662429, 0.315052, -0.276341), - vec4<f32>(-0.084626, -0.029208, -0.799132, 0.158290), - vec4<f32>(0.318365, 2.531235, 0.349606, 0.231242), - vec4<f32>(0.053525, -0.031474, -0.570432, -0.064215), - vec4<f32>(-0.635031, 0.498836, 0.009884, -0.465079), - vec4<f32>(0.059087, 0.038415, 0.009928, 0.120289), - vec4<f32>(-0.522592, -3.781285, 0.418296, -0.608186), - vec4<f32>(0.100879, -0.083891, 1.653884, 0.129289), - vec4<f32>(0.258571, 2.590279, 0.221239, -0.143175), - vec4<f32>(0.121409, -0.084177, -1.397735, 0.158290), - vec4<f32>(0.907284, -0.034063, 0.573987, -0.125626), - vec4<f32>(-0.017610, -0.059485, -0.242599, -0.064215), - vec4<f32>(-0.748146, 0.686047, -0.074510, -0.248879), - vec4<f32>(-0.034986, -0.121423, -0.406087, 0.120289), - vec4<f32>(-0.559352, -2.921763, -0.718019, -0.764524), - vec4<f32>(0.165658, 0.097044, 0.773885, 0.129289), - vec4<f32>(0.006276, -0.801820, 0.215264, 0.115919), - vec4<f32>(0.081513, -0.023028, -0.590423, 0.158290), - vec4<f32>(-0.207850, 0.088171, -0.173170, 0.351969), - vec4<f32>(-0.042732, -0.024059, -0.087492, -0.064215), - vec4<f32>(-0.711148, 0.312318, -0.145549, -0.113749), - vec4<f32>(0.053038, 0.093166, -0.473856, 0.120289), - vec4<f32>(-0.343481, -0.137305, -0.340862, 0.445920), - vec4<f32>(-0.070473, -0.024914, -0.735660, 0.129289), - vec4<f32>(0.212955, -0.200508, 0.105125, -0.165284), - vec4<f32>(-0.123633, 0.052941, 0.099918, 0.158290), - vec4<f32>(0.362468, -0.709693, 0.281097, -0.155976), - vec4<f32>(-0.034566, 0.002014, 0.443026, -0.064215), - vec4<f32>(-0.346208, 1.179972, -0.563868, -0.424647), - vec4<f32>(0.012676, -0.023351, -0.703819, 0.120289), - vec4<f32>(-0.476282, -0.001002, -0.456911, -0.143433), - vec4<f32>(0.061018, -0.051173, -0.992671, 0.129289), - vec4<f32>(0.340925, -0.869046, 0.333377, -0.070414), - vec4<f32>(0.022279, 0.022837, -0.389711, 0.158290), - vec4<f32>(0.217347, -0.092030, -0.004346, 0.209850), - vec4<f32>(-0.116637, -0.096003, -0.333961, -0.064215), - vec4<f32>(-0.105262, 0.443411, -0.443104, 0.032732), - vec4<f32>(0.014939, 0.058855, -0.723723, 0.120289), - vec4<f32>(-0.598907, -0.166341, -0.635385, 0.463685), - vec4<f32>(0.151976, 0.049510, 0.155364, 0.129289), - vec4<f32>(0.138981, -0.109141, 0.272429, 0.190495), - vec4<f32>(-0.005729, 0.020860, -0.062157, 0.158290) -); - -const weights_layer2: array<vec4<f32>, 18> = array( - vec4<f32>(0.043207, -0.056041, 0.131565, 0.116278), - vec4<f32>(-0.038849, -0.028105, -0.112979, 0.023741), - vec4<f32>(-0.010112, -0.085145, 0.257510, 0.245113), - vec4<f32>(0.041108, 0.049255, -0.082008, 0.023741), - vec4<f32>(0.012368, -0.035856, 0.018924, 0.174452), - vec4<f32>(0.052554, 0.039427, -0.279445, 0.023741), - vec4<f32>(-0.160061, -0.232735, 0.256951, 0.208887), - vec4<f32>(-0.088352, 0.100106, 0.103566, 0.023741), - vec4<f32>(-0.406607, -1.336396, 0.454171, 0.310834), - vec4<f32>(-0.061166, 0.105463, 1.572779, 0.023741), - vec4<f32>(-0.188413, -0.523344, 0.082813, 0.209113), - vec4<f32>(0.052509, -0.069748, -0.065008, 0.023741), - vec4<f32>(-0.124016, 0.005237, 0.177859, 0.138953), - vec4<f32>(0.072167, 0.070582, -0.209545, 0.023741), - vec4<f32>(-0.384457, -0.186386, 0.273595, 0.235457), - vec4<f32>(-0.032392, -0.086899, -0.006561, 0.023741), - vec4<f32>(-0.195800, 0.017395, 0.023080, 0.181437), - vec4<f32>(-0.035524, -0.095398, -0.204917, 0.023741) -); - |
