use rsparse::data::Sprs;

#[test]
fn gmres_1() {
    let a = Sprs::new_from_vec(&[
        vec![0.888641, 0.477151, 0.764081, 0.244348, 0.662542],
        vec![0.695741, 0.991383, 0.800932, 0.089616, 0.250400],
        vec![0.149974, 0.584978, 0.937576, 0.870798, 0.990016],
        vec![0.429292, 0.459984, 0.056629, 0.567589, 0.048561],
        vec![0.454428, 0.253192, 0.173598, 0.321640, 0.632031],
    ]);

    let b = vec![0.104594, 0.437549, 0.040264, 0.298842, 0.254451];
    let blen = b.len();

    let mut x = vec![0.; blen];
    gmres::gmres(&a, &b, &mut x, 100, 1e-5).unwrap();

    gmres::test_utils::assert_eq_f_vec(
        &x,
        &vec![0.037919, 0.888551, -0.657575, -0.181680, 0.292447],
        1e-5,
    );
}

#[test]
fn gmres_2() {
    let a = rsparse::data::Sprs::new_from_vec(&vec![
        vec![
            0.829249, 0.840489, 0.491398, 0.990879, 0.843562, 0.360316, 0.592024, 0.524620,
            0.506004, 0.614935, 0.659411, 0.209845, 0.112189, 0.505795, 0.970523, 0.184061,
            0.621133, 0.342666, 0.413600, 0.289159, 0.259876, 0.791803, 0.786892, 0.022102,
            0.189229, 0.578323, 0.326713, 0.643029, 0.868748, 0.528043, 0.964232, 0.695923,
            0.184112, 0.699952, 0.090005, 0.935594, 0.885974, 0.505640, 0.413389, 0.030017,
            0.376654, 0.234139, 0.298156, 0.342141, 0.311586, 0.196629, 0.547320, 0.413326,
            0.615123, 0.511403, 0.335776, 0.298275, 0.329842, 0.523859, 0.676906, 0.771259,
            0.498720, 0.034087, 0.425720, 0.131133, 0.459436, 0.879806, 0.541253, 0.673425,
            0.713441, 0.156603, 0.675055, 0.371093, 0.387146, 0.463792, 0.717640, 0.795549,
            0.597067, 0.479827, 0.230472, 0.733538, 0.738083, 0.626734, 0.174609, 0.667463,
            0.537587, 0.878370, 0.470583, 0.711187, 0.227753, 0.471611, 0.323920, 0.721941,
            0.195639, 0.352514, 0.455741, 0.657580, 0.491989, 0.648669, 0.323564, 0.685538,
            0.357739, 0.533020, 0.168912, 0.502757,
        ],
        vec![
            0.052972, 0.807623, 0.588008, 0.892647, 0.306956, 0.770338, 0.252985, 0.821605,
            0.534631, 0.906609, 0.392865, 0.841761, 0.769443, 0.632106, 0.473569, 0.124435,
            0.537721, 0.946273, 0.143628, 0.668949, 0.856613, 0.062018, 0.740459, 0.284707,
            0.780344, 0.547067, 0.063573, 0.656636, 0.310523, 0.673257, 0.805318, 0.131419,
            0.622611, 0.624311, 0.277564, 0.125393, 0.342999, 0.377722, 0.930096, 0.645307,
            0.264439, 0.499388, 0.986543, 0.659634, 0.187584, 0.739269, 0.218953, 0.657332,
            0.825311, 0.882059, 0.980814, 0.014797, 0.010884, 0.740967, 0.721380, 0.812672,
            0.709737, 0.821703, 0.301075, 0.812458, 0.015707, 0.046873, 0.037711, 0.089347,
            0.631466, 0.738447, 0.076927, 0.027261, 0.166389, 0.590845, 0.348639, 0.098111,
            0.132922, 0.738493, 0.123329, 0.285208, 0.918634, 0.765525, 0.704006, 0.262920,
            0.296877, 0.602226, 0.167708, 0.062525, 0.535267, 0.449238, 0.054817, 0.639044,
            0.870808, 0.508261, 0.399161, 0.561410, 0.448789, 0.944141, 0.201242, 0.307132,
            0.125013, 0.480040, 0.640826, 0.148815,
        ],
        vec![
            0.851285, 0.029038, 0.986036, 0.994902, 0.720399, 0.904241, 0.749765, 0.856878,
            0.022523, 0.176103, 0.542184, 0.278506, 0.094319, 0.025316, 0.687116, 0.242974,
            0.625793, 0.706221, 0.945494, 0.701403, 0.363385, 0.400307, 0.655366, 0.122466,
            0.279828, 0.504100, 0.431075, 0.689776, 0.182301, 0.035624, 0.869990, 0.304237,
            0.396623, 0.091514, 0.686559, 0.745246, 0.730941, 0.199413, 0.648624, 0.588574,
            0.569396, 0.354885, 0.702966, 0.828524, 0.900407, 0.108128, 0.313466, 0.344995,
            0.784580, 0.941732, 0.984305, 0.155330, 0.918226, 0.086534, 0.046626, 0.203171,
            0.281300, 0.985568, 0.551568, 0.782480, 0.652279, 0.227832, 0.315509, 0.082690,
            0.474608, 0.883468, 0.324307, 0.864714, 0.460755, 0.381062, 0.980343, 0.720541,
            0.463745, 0.022307, 0.373945, 0.903104, 0.052450, 0.537647, 0.693977, 0.378282,
            0.525728, 0.064119, 0.797977, 0.591587, 0.819046, 0.539034, 0.091708, 0.853131,
            0.206387, 0.772850, 0.669663, 0.264648, 0.207288, 0.436129, 0.490355, 0.716738,
            0.100504, 0.561854, 0.378438, 0.304109,
        ],
        vec![
            0.127067, 0.738303, 0.876584, 0.072092, 0.568793, 0.468053, 0.445497, 0.538566,
            0.650414, 0.949487, 0.395491, 0.524126, 0.242911, 0.856704, 0.094121, 0.150321,
            0.793300, 0.489555, 0.637759, 0.376549, 0.168494, 0.953052, 0.013142, 0.272968,
            0.103917, 0.535648, 0.114580, 0.969335, 0.458718, 0.576531, 0.170613, 0.764117,
            0.937249, 0.650246, 0.435297, 0.571218, 0.184396, 0.379389, 0.409044, 0.712933,
            0.551574, 0.459236, 0.375166, 0.417092, 0.739512, 0.115901, 0.372806, 0.853892,
            0.342444, 0.397734, 0.107090, 0.520744, 0.627420, 0.031367, 0.577449, 0.860420,
            0.459224, 0.665948, 0.302586, 0.685038, 0.091592, 0.749613, 0.797267, 0.923832,
            0.309910, 0.706375, 0.123646, 0.908178, 0.916045, 0.444244, 0.975948, 0.653783,
            0.025115, 0.873800, 0.918731, 0.162412, 0.398773, 0.677444, 0.831880, 0.438970,
            0.821544, 0.260996, 0.245599, 0.089663, 0.052577, 0.502016, 0.787626, 0.010896,
            0.737867, 0.047077, 0.754747, 0.868224, 0.656571, 0.031268, 0.636691, 0.978059,
            0.845419, 0.031249, 0.997247, 0.227396,
        ],
        vec![
            0.053639, 0.408229, 0.361315, 0.414567, 0.061089, 0.843544, 0.139133, 0.269820,
            0.797005, 0.087599, 0.861229, 0.571088, 0.210240, 0.209489, 0.015582, 0.275650,
            0.491156, 0.445015, 0.547685, 0.791393, 0.342170, 0.254148, 0.813042, 0.770435,
            0.777160, 0.989134, 0.981706, 0.223540, 0.603923, 0.124066, 0.651108, 0.149954,
            0.551987, 0.690261, 0.480611, 0.703483, 0.133445, 0.626107, 0.465337, 0.666167,
            0.243863, 0.474941, 0.847651, 0.149286, 0.821551, 0.225388, 0.577043, 0.645726,
            0.031662, 0.801947, 0.728833, 0.910316, 0.849096, 0.445867, 0.172726, 0.018168,
            0.060774, 0.023941, 0.472414, 0.290343, 0.147879, 0.687438, 0.512052, 0.542451,
            0.305554, 0.720480, 0.302761, 0.716265, 0.320034, 0.323403, 0.386083, 0.604163,
            0.822762, 0.174646, 0.678021, 0.091490, 0.417645, 0.694205, 0.485344, 0.201161,
            0.266629, 0.120049, 0.392405, 0.496622, 0.093267, 0.008927, 0.192234, 0.402531,
            0.485387, 0.063758, 0.609073, 0.917487, 0.337667, 0.391441, 0.652722, 0.699169,
            0.866835, 0.192417, 0.091747, 0.828452,
        ],
        vec![
            0.496374, 0.954530, 0.726617, 0.301399, 0.133471, 0.968903, 0.712519, 0.541351,
            0.662113, 0.739376, 0.999348, 0.360991, 0.836668, 0.330208, 0.517322, 0.261629,
            0.648547, 0.352925, 0.631805, 0.174056, 0.998459, 0.273514, 0.210781, 0.867129,
            0.318483, 0.449532, 0.023205, 0.844430, 0.899883, 0.278494, 0.565444, 0.425586,
            0.484814, 0.035735, 0.211000, 0.006436, 0.848404, 0.671057, 0.050540, 0.876369,
            0.820481, 0.119848, 0.135553, 0.381216, 0.221824, 0.989100, 0.424619, 0.212021,
            0.229017, 0.525779, 0.491489, 0.502072, 0.354320, 0.648436, 0.320403, 0.023648,
            0.221355, 0.306429, 0.668309, 0.615179, 0.325042, 0.551709, 0.362167, 0.794194,
            0.006678, 0.203923, 0.165609, 0.828736, 0.165865, 0.743110, 0.216589, 0.833146,
            0.497703, 0.958604, 0.330330, 0.841361, 0.022627, 0.563387, 0.941145, 0.513286,
            0.089256, 0.528469, 0.095148, 0.487706, 0.664829, 0.273668, 0.629505, 0.196245,
            0.818941, 0.613373, 0.754051, 0.617830, 0.634673, 0.806397, 0.440903, 0.128544,
            0.037619, 0.021936, 0.804798, 0.007249,
        ],
        vec![
            0.625909, 0.105531, 0.983402, 0.347799, 0.181278, 0.951329, 0.592322, 0.636922,
            0.854244, 0.931456, 0.186489, 0.824669, 0.275811, 0.348024, 0.221022, 0.689371,
            0.516732, 0.935805, 0.461547, 0.560403, 0.570087, 0.912727, 0.031294, 0.549665,
            0.279600, 0.805064, 0.064188, 0.854835, 0.380207, 0.466800, 0.994846, 0.728834,
            0.958896, 0.454603, 0.690835, 0.536868, 0.529457, 0.321658, 0.846131, 0.774412,
            0.886632, 0.046110, 0.861048, 0.670820, 0.290666, 0.247669, 0.778272, 0.929553,
            0.243763, 0.650125, 0.112140, 0.416125, 0.466234, 0.693033, 0.376525, 0.978497,
            0.507169, 0.085830, 0.899734, 0.157918, 0.698171, 0.310453, 0.456009, 0.790621,
            0.427376, 0.568741, 0.622320, 0.018385, 0.473887, 0.622348, 0.542535, 0.617780,
            0.439723, 0.335976, 0.966763, 0.203953, 0.986150, 0.651492, 0.698669, 0.094690,
            0.402957, 0.926578, 0.515176, 0.430657, 0.824726, 0.818279, 0.490054, 0.488090,
            0.101281, 0.366260, 0.772358, 0.030628, 0.659147, 0.815916, 0.302985, 0.751781,
            0.556990, 0.814744, 0.536790, 0.280496,
        ],
        vec![
            0.091766, 0.709926, 0.802989, 0.834857, 0.175150, 0.815203, 0.219925, 0.248346,
            0.410823, 0.488970, 0.868157, 0.809571, 0.421662, 0.443346, 0.753054, 0.760270,
            0.211058, 0.206055, 0.154288, 0.666495, 0.416416, 0.894023, 0.010334, 0.155215,
            0.097478, 0.727363, 0.836300, 0.382644, 0.744938, 0.017272, 0.507437, 0.007107,
            0.640466, 0.567854, 0.516224, 0.207874, 0.356870, 0.675379, 0.533360, 0.586937,
            0.685389, 0.764493, 0.448918, 0.592989, 0.978502, 0.050159, 0.628674, 0.814202,
            0.724465, 0.029136, 0.738596, 0.903742, 0.079923, 0.053397, 0.583643, 0.074248,
            0.666128, 0.117050, 0.986693, 0.528695, 0.943695, 0.634568, 0.325287, 0.074407,
            0.815190, 0.154432, 0.300435, 0.845995, 0.911412, 0.244506, 0.608555, 0.490886,
            0.636527, 0.139607, 0.621837, 0.339694, 0.633695, 0.164303, 0.354033, 0.180242,
            0.628986, 0.981901, 0.264743, 0.580287, 0.176190, 0.022323, 0.641889, 0.609924,
            0.353655, 0.001753, 0.107498, 0.418325, 0.092130, 0.806457, 0.074286, 0.547499,
            0.980893, 0.703080, 0.498688, 0.588608,
        ],
        vec![
            0.493802, 0.101358, 0.670015, 0.351100, 0.030093, 0.915252, 0.140101, 0.156431,
            0.677226, 0.434623, 0.592729, 0.100154, 0.730106, 0.099341, 0.979519, 0.979983,
            0.785573, 0.071730, 0.083628, 0.399510, 0.514053, 0.810037, 0.042397, 0.374279,
            0.204398, 0.742626, 0.000149, 0.476664, 0.224231, 0.835799, 0.824754, 0.913295,
            0.505817, 0.974522, 0.546978, 0.363292, 0.404765, 0.112350, 0.789775, 0.028325,
            0.743357, 0.590306, 0.774165, 0.218756, 0.250055, 0.145772, 0.966100, 0.149329,
            0.111888, 0.014542, 0.823285, 0.908812, 0.474907, 0.641111, 0.191244, 0.061471,
            0.753789, 0.384005, 0.024250, 0.654299, 0.157634, 0.699816, 0.256775, 0.708400,
            0.717948, 0.660558, 0.551290, 0.840402, 0.923968, 0.770704, 0.212526, 0.729311,
            0.223953, 0.008512, 0.937050, 0.105596, 0.031232, 0.782596, 0.865095, 0.464784,
            0.113747, 0.317201, 0.877360, 0.014101, 0.327636, 0.992922, 0.665869, 0.063081,
            0.370127, 0.707546, 0.400026, 0.036134, 0.817724, 0.393642, 0.297966, 0.152782,
            0.198413, 0.085044, 0.307905, 0.538318,
        ],
        vec![
            0.954253, 0.781484, 0.941971, 0.429895, 0.171768, 0.693152, 0.481380, 0.777292,
            0.049198, 0.705184, 0.975703, 0.019028, 0.688070, 0.197512, 0.033558, 0.570876,
            0.034264, 0.360532, 0.632696, 0.555167, 0.590028, 0.791526, 0.314518, 0.709409,
            0.343136, 0.353566, 0.099713, 0.637142, 0.331843, 0.694202, 0.316396, 0.782783,
            0.163161, 0.997930, 0.142162, 0.931499, 0.117417, 0.885512, 0.704916, 0.276392,
            0.221550, 0.551143, 0.476822, 0.801141, 0.231325, 0.415593, 0.983455, 0.562971,
            0.500022, 0.103716, 0.704629, 0.503173, 0.167724, 0.555799, 0.079043, 0.493680,
            0.060032, 0.863092, 0.821217, 0.377549, 0.419308, 0.412369, 0.789707, 0.887943,
            0.400447, 0.265223, 0.611287, 0.432501, 0.224659, 0.089326, 0.007177, 0.144410,
            0.449313, 0.747391, 0.191477, 0.738684, 0.679005, 0.828443, 0.180355, 0.353047,
            0.400267, 0.499681, 0.437100, 0.005982, 0.827586, 0.355648, 0.282443, 0.181500,
            0.637738, 0.011938, 0.981359, 0.850581, 0.942421, 0.797270, 0.112358, 0.044357,
            0.436228, 0.698163, 0.635449, 0.023804,
        ],
        vec![
            0.032172, 0.639155, 0.223869, 0.837520, 0.155848, 0.038532, 0.443622, 0.096829,
            0.263172, 0.883496, 0.651932, 0.526435, 0.387094, 0.156414, 0.423075, 0.927117,
            0.026120, 0.363151, 0.780878, 0.853330, 0.637512, 0.756360, 0.603215, 0.667728,
            0.569771, 0.549352, 0.626571, 0.291526, 0.258402, 0.325936, 0.447592, 0.074509,
            0.316703, 0.341765, 0.505294, 0.649368, 0.997165, 0.659379, 0.248255, 0.120673,
            0.750466, 0.880035, 0.472723, 0.240039, 0.570894, 0.735961, 0.935722, 0.557476,
            0.186741, 0.054836, 0.141400, 0.977757, 0.258654, 0.277574, 0.533224, 0.635900,
            0.331790, 0.212149, 0.976811, 0.397219, 0.518453, 0.493580, 0.110896, 0.529014,
            0.251678, 0.468287, 0.669262, 0.279192, 0.239865, 0.323770, 0.763735, 0.603623,
            0.632528, 0.461632, 0.341280, 0.654581, 0.605771, 0.578080, 0.060137, 0.222717,
            0.084936, 0.538030, 0.453094, 0.423033, 0.422213, 0.147197, 0.629264, 0.037763,
            0.682639, 0.335851, 0.219187, 0.413326, 0.536303, 0.394182, 0.607217, 0.060344,
            0.794627, 0.731987, 0.050723, 0.000443,
        ],
        vec![
            0.400483, 0.918441, 0.782727, 0.606616, 0.787695, 0.081034, 0.799314, 0.604734,
            0.627841, 0.226653, 0.025776, 0.680522, 0.239154, 0.632546, 0.072635, 0.905192,
            0.427405, 0.004315, 0.513180, 0.375021, 0.563124, 0.619407, 0.960841, 0.854457,
            0.138091, 0.254373, 0.569061, 0.677286, 0.134844, 0.211897, 0.584815, 0.931252,
            0.575332, 0.289046, 0.193447, 0.458006, 0.022972, 0.362347, 0.023024, 0.618756,
            0.881903, 0.118607, 0.741461, 0.840824, 0.279013, 0.474797, 0.041958, 0.925597,
            0.816000, 0.456197, 0.709510, 0.141292, 0.391511, 0.527551, 0.204074, 0.781465,
            0.910592, 0.088463, 0.002459, 0.359315, 0.206376, 0.217331, 0.455625, 0.995569,
            0.144324, 0.374130, 0.314507, 0.371850, 0.654694, 0.664192, 0.070285, 0.646254,
            0.784239, 0.911509, 0.775367, 0.121874, 0.685473, 0.508204, 0.242742, 0.838891,
            0.903446, 0.140352, 0.023794, 0.166116, 0.593221, 0.281394, 0.383162, 0.040842,
            0.494054, 0.048063, 0.549366, 0.807480, 0.889045, 0.560332, 0.205628, 0.879403,
            0.297677, 0.115497, 0.775894, 0.436604,
        ],
        vec![
            0.470046, 0.936097, 0.593259, 0.780704, 0.401249, 0.841120, 0.974010, 0.578120,
            0.362991, 0.629091, 0.493041, 0.661422, 0.552770, 0.301350, 0.542280, 0.700742,
            0.267402, 0.080766, 0.425091, 0.971407, 0.269074, 0.580548, 0.210426, 0.978359,
            0.788888, 0.163146, 0.611075, 0.857774, 0.408062, 0.076203, 0.685659, 0.899439,
            0.177933, 0.742443, 0.734389, 0.668736, 0.643210, 0.056930, 0.648840, 0.001131,
            0.452041, 0.684187, 0.137124, 0.446358, 0.984508, 0.647798, 0.929634, 0.664399,
            0.756645, 0.365648, 0.776304, 0.044182, 0.080574, 0.986089, 0.579276, 0.964650,
            0.590061, 0.485055, 0.185135, 0.276539, 0.635306, 0.945066, 0.669300, 0.420295,
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            0.925627, 0.940877, 0.668030, 0.622031, 0.257966, 0.836473, 0.336950, 0.975257,
            0.481016, 0.802959, 0.274309, 0.150989, 0.889536, 0.367740, 0.646142, 0.370197,
            0.543946, 0.069820, 0.746778, 0.870554, 0.369312, 0.610413, 0.612554, 0.340417,
            0.083346, 0.073157, 0.265202, 0.110882, 0.919858, 0.786318, 0.731274, 0.318417,
            0.328491, 0.470824, 0.166276, 0.454495, 0.880522, 0.554901, 0.823040, 0.627281,
            0.064959, 0.682124, 0.335279, 0.221372, 0.947595, 0.172645, 0.506550, 0.581521,
            0.351047, 0.618323, 0.542582, 0.113297, 0.201572, 0.372602, 0.208895, 0.124070,
            0.457921, 0.625150, 0.450251, 0.518963,
        ],
        vec![
            0.195383, 0.567185, 0.234563, 0.042587, 0.201643, 0.907783, 0.963021, 0.516530,
            0.773094, 0.736009, 0.443363, 0.564594, 0.227572, 0.872884, 0.644092, 0.571812,
            0.836519, 0.902811, 0.565789, 0.825903, 0.613149, 0.134554, 0.533421, 0.237022,
            0.546921, 0.502916, 0.074714, 0.117173, 0.879068, 0.245429, 0.581322, 0.275927,
            0.570662, 0.208022, 0.556459, 0.401736, 0.071225, 0.051419, 0.726960, 0.415895,
            0.949920, 0.129360, 0.535325, 0.029258, 0.936686, 0.009786, 0.332164, 0.947502,
            0.489922, 0.063533, 0.201123, 0.922211, 0.015647, 0.151906, 0.303766, 0.564699,
            0.030152, 0.105419, 0.945258, 0.828207, 0.355968, 0.192612, 0.540988, 0.789114,
            0.927408, 0.249276, 0.200112, 0.803018, 0.669178, 0.633039, 0.909972, 0.427827,
            0.988142, 0.327916, 0.348322, 0.775696, 0.660108, 0.412399, 0.971904, 0.432657,
            0.864393, 0.449218, 0.204041, 0.022000, 0.701163, 0.517132, 0.783700, 0.937760,
            0.757579, 0.951738, 0.181968, 0.744712, 0.788383, 0.896305, 0.917754, 0.328307,
            0.341732, 0.042605, 0.170598, 0.924162,
        ],
        vec![
            0.728263, 0.212879, 0.909173, 0.226755, 0.515977, 0.609179, 0.019454, 0.950369,
            0.006719, 0.868073, 0.233250, 0.748164, 0.566623, 0.884481, 0.307454, 0.019147,
            0.087794, 0.956755, 0.865573, 0.459796, 0.293525, 0.121219, 0.903945, 0.703885,
            0.421143, 0.771076, 0.990290, 0.370844, 0.019538, 0.853978, 0.362102, 0.816428,
            0.344139, 0.967225, 0.302488, 0.153181, 0.926533, 0.384429, 0.111494, 0.711267,
            0.227677, 0.033783, 0.040252, 0.618975, 0.649000, 0.281135, 0.121898, 0.285277,
            0.155362, 0.364770, 0.454184, 0.518530, 0.818472, 0.897537, 0.905427, 0.679957,
            0.298648, 0.965414, 0.158507, 0.747302, 0.683425, 0.279881, 0.933271, 0.112254,
            0.822435, 0.594793, 0.769193, 0.318561, 0.933315, 0.349393, 0.135406, 0.605237,
            0.614025, 0.220037, 0.959355, 0.406001, 0.793755, 0.049509, 0.095979, 0.078312,
            0.095930, 0.313997, 0.016022, 0.076268, 0.236432, 0.697351, 0.902586, 0.350507,
            0.534462, 0.893030, 0.545989, 0.377364, 0.749475, 0.175797, 0.728134, 0.642844,
            0.077842, 0.616523, 0.328009, 0.773546,
        ],
        vec![
            0.196597, 0.703833, 0.044825, 0.917608, 0.301500, 0.278301, 0.050149, 0.547574,
            0.666769, 0.046309, 0.517805, 0.161813, 0.104878, 0.583779, 0.404750, 0.835087,
            0.603359, 0.630208, 0.140860, 0.618607, 0.156149, 0.407360, 0.031834, 0.824203,
            0.993573, 0.857611, 0.077547, 0.009893, 0.736271, 0.669157, 0.711357, 0.225439,
            0.650672, 0.571724, 0.646426, 0.862048, 0.679451, 0.854611, 0.499036, 0.590809,
            0.583105, 0.338672, 0.783432, 0.687751, 0.738720, 0.890543, 0.047572, 0.293087,
            0.344903, 0.914584, 0.298294, 0.891441, 0.415491, 0.265393, 0.989054, 0.800675,
            0.408263, 0.036085, 0.621119, 0.297007, 0.244337, 0.765465, 0.425305, 0.030540,
            0.462066, 0.802865, 0.049001, 0.395124, 0.112449, 0.779375, 0.213890, 0.319871,
            0.070027, 0.963310, 0.924964, 0.667551, 0.226929, 0.273704, 0.524022, 0.762920,
            0.327877, 0.339572, 0.819345, 0.132839, 0.409556, 0.680437, 0.498598, 0.792571,
            0.548963, 0.945513, 0.155117, 0.340896, 0.737445, 0.790729, 0.593465, 0.478466,
            0.427445, 0.395381, 0.416562, 0.538149,
        ],
        vec![
            0.390279, 0.591442, 0.706245, 0.960869, 0.040468, 0.289537, 0.251879, 0.646530,
            0.922136, 0.867762, 0.763895, 0.373205, 0.225799, 0.267190, 0.061484, 0.598112,
            0.290150, 0.282807, 0.728885, 0.027661, 0.325577, 0.116875, 0.826994, 0.157762,
            0.382988, 0.394387, 0.926244, 0.728845, 0.097647, 0.511852, 0.798438, 0.115680,
            0.573165, 0.473279, 0.635339, 0.855153, 0.479188, 0.491342, 0.157398, 0.244989,
            0.880600, 0.488232, 0.088725, 0.148687, 0.807884, 0.040370, 0.321145, 0.955619,
            0.894232, 0.490185, 0.771673, 0.396548, 0.527706, 0.682142, 0.582845, 0.692798,
            0.279287, 0.950395, 0.518254, 0.332688, 0.226162, 0.696043, 0.800914, 0.412377,
            0.053427, 0.656549, 0.858836, 0.425198, 0.384759, 0.719302, 0.266077, 0.294405,
            0.756145, 0.837195, 0.459866, 0.424633, 0.638560, 0.136626, 0.662025, 0.795192,
            0.470021, 0.272610, 0.080057, 0.515518, 0.185045, 0.750913, 0.091000, 0.618539,
            0.999518, 0.333171, 0.453275, 0.964766, 0.320476, 0.499410, 0.367983, 0.554014,
            0.624359, 0.361245, 0.659127, 0.030530,
        ],
        vec![
            0.541450, 0.326682, 0.493751, 0.595824, 0.198312, 0.528668, 0.434621, 0.121539,
            0.344681, 0.082551, 0.926186, 0.424352, 0.450349, 0.273537, 0.937947, 0.993802,
            0.384005, 0.003762, 0.020093, 0.931863, 0.427244, 0.764038, 0.278736, 0.519680,
            0.969846, 0.544371, 0.000473, 0.850520, 0.269719, 0.552172, 0.338287, 0.213773,
            0.785926, 0.337834, 0.201188, 0.290089, 0.094256, 0.146919, 0.668032, 0.460593,
            0.337857, 0.324347, 0.377829, 0.236532, 0.650564, 0.882158, 0.467869, 0.211029,
            0.418491, 0.394988, 0.682080, 0.708376, 0.145703, 0.013031, 0.000839, 0.242395,
            0.123920, 0.109264, 0.211272, 0.997265, 0.080744, 0.263878, 0.634798, 0.974400,
            0.492222, 0.753909, 0.258176, 0.925077, 0.348132, 0.278827, 0.305772, 0.209860,
            0.988484, 0.706407, 0.844146, 0.819737, 0.823637, 0.871333, 0.871009, 0.817800,
            0.503435, 0.734681, 0.539954, 0.209751, 0.823975, 0.308685, 0.016709, 0.004029,
            0.284065, 0.190080, 0.486665, 0.226066, 0.825671, 0.084182, 0.550760, 0.756567,
            0.349516, 0.922150, 0.738827, 0.359999,
        ],
        vec![
            0.082850, 0.593218, 0.907150, 0.093093, 0.186109, 0.418832, 0.753774, 0.941446,
            0.046280, 0.935688, 0.041002, 0.692043, 0.468565, 0.824347, 0.980497, 0.035799,
            0.879308, 0.008259, 0.575332, 0.842561, 0.474193, 0.083182, 0.147034, 0.554209,
            0.340582, 0.864616, 0.251687, 0.332781, 0.775827, 0.663985, 0.100917, 0.271700,
            0.954200, 0.516767, 0.330019, 0.522933, 0.827360, 0.346472, 0.941852, 0.724125,
            0.692128, 0.349150, 0.721556, 0.687982, 0.907592, 0.990664, 0.138820, 0.005955,
            0.870524, 0.173980, 0.620045, 0.472694, 0.731561, 0.084521, 0.437975, 0.308196,
            0.534085, 0.463350, 0.105214, 0.055406, 0.271371, 0.663612, 0.121531, 0.417351,
            0.123097, 0.126206, 0.469915, 0.275560, 0.077274, 0.775930, 0.819095, 0.622323,
            0.338953, 0.099199, 0.708458, 0.902514, 0.194785, 0.199452, 0.533694, 0.792308,
            0.236225, 0.855366, 0.764852, 0.929938, 0.502141, 0.113873, 0.239034, 0.897069,
            0.552722, 0.979311, 0.062708, 0.891820, 0.750998, 0.867649, 0.718376, 0.849118,
            0.927453, 0.806021, 0.886265, 0.823147,
        ],
        vec![
            0.686949, 0.259152, 0.946692, 0.867184, 0.906007, 0.041842, 0.881030, 0.944338,
            0.093182, 0.733841, 0.784662, 0.213677, 0.718862, 0.385865, 0.421639, 0.431780,
            0.028630, 0.451600, 0.494828, 0.940045, 0.703620, 0.315345, 0.735231, 0.459263,
            0.049977, 0.842213, 0.084293, 0.985769, 0.618253, 0.106536, 0.149601, 0.988167,
            0.000073, 0.375734, 0.371186, 0.819722, 0.723270, 0.069742, 0.200927, 0.239090,
            0.205002, 0.730474, 0.076241, 0.394933, 0.031816, 0.328633, 0.840457, 0.581585,
            0.590768, 0.263369, 0.113937, 0.077048, 0.468780, 0.365900, 0.275841, 0.579733,
            0.660903, 0.412015, 0.924453, 0.874036, 0.054835, 0.175944, 0.994625, 0.532160,
            0.499786, 0.310851, 0.847095, 0.399942, 0.640776, 0.974209, 0.790387, 0.894041,
            0.464800, 0.188411, 0.586022, 0.775581, 0.151187, 0.642866, 0.402541, 0.640836,
            0.112908, 0.511851, 0.561770, 0.565827, 0.431670, 0.899140, 0.759983, 0.792079,
            0.818910, 0.166895, 0.021111, 0.748574, 0.912614, 0.979006, 0.603133, 0.432634,
            0.381338, 0.249750, 0.470077, 0.587329,
        ],
    ]);
    let mut b = vec![
        3.73045259075922e-02,
        7.45990754635266e-02,
        5.12207468055731e-01,
        3.28191712535224e-01,
        8.76800140257546e-01,
        7.34037817532722e-01,
        4.38729241597929e-01,
        7.21939088650094e-01,
        3.22687151581890e-01,
        3.95861946802132e-01,
        8.60588191951404e-01,
        6.54902095642560e-01,
        2.80008939052450e-01,
        4.66039987071647e-01,
        4.12275701670015e-01,
        7.87262982717151e-01,
        2.77929884653350e-02,
        2.24124758100736e-01,
        5.23202838804890e-01,
        3.08150032883395e-01,
        1.85045271774858e-01,
        3.08368821129728e-01,
        4.54155556901365e-01,
        1.76787920545537e-01,
        5.86942683457846e-01,
        3.71796946797314e-01,
        4.24386223150579e-01,
        3.45038647281630e-01,
        5.23469781527129e-02,
        7.81941179063797e-01,
        7.41591455935106e-01,
        1.96660964378926e-01,
        6.13279256414871e-02,
        7.65266539671466e-01,
        9.43780752109507e-01,
        7.14376638532635e-01,
        3.05615153155325e-01,
        8.93073684120232e-01,
        7.96722252570953e-02,
        5.72562311182015e-01,
        3.46945458419047e-01,
        2.28881808538174e-01,
        1.58686937532912e-01,
        3.82420090673940e-01,
        4.71812978154128e-01,
        9.45190927890755e-02,
        2.44764862158745e-01,
        8.61030658955068e-01,
        9.08085546430822e-01,
        7.76152819663245e-01,
        1.26763272543996e-01,
        1.87923871000679e-01,
        2.81601964548069e-01,
        7.67974013874323e-01,
        8.01260473178382e-01,
        7.25093166068181e-01,
        6.63947487200616e-01,
        6.87560275016912e-01,
        4.66642790283607e-01,
        1.78349039192176e-01,
        7.53805998783346e-01,
        2.81728844369952e-01,
        8.58992564625016e-01,
        2.11715933168336e-01,
        2.97509817057088e-01,
        8.56966539989645e-01,
        5.79932540599845e-01,
        2.27647487606585e-02,
        5.41300685168922e-01,
        5.08192552747177e-01,
        7.15362371506813e-01,
        9.07858578823732e-01,
        8.67854078222383e-01,
        7.54460455939571e-01,
        1.99010506045865e-01,
        8.88511362998113e-01,
        3.12889708319166e-01,
        1.51730928337946e-01,
        8.35166457596176e-01,
        9.47039354171250e-01,
        4.08594115763801e-01,
        1.05376496724426e-01,
        8.18315939207355e-01,
        6.11425011504191e-01,
        9.73929335908847e-02,
        7.75921049563237e-01,
        2.08629139289150e-02,
        7.49959080718901e-01,
        7.97779919963327e-01,
        4.69286579743194e-01,
        3.03163421165841e-01,
        8.82953871745905e-01,
        5.84059786581468e-01,
        8.67999853233405e-01,
        2.01253592938406e-01,
        6.14032940552312e-01,
        3.17669461579839e-02,
        3.98475563277102e-01,
        4.98214241098276e-01,
        5.67720289253916e-01,
    ];
    let blen = b.len();

    let mut x = vec![0.; blen];
    gmres::gmres(&a, &b, &mut x, 100, 1e-5).unwrap();

    // Calculate ground truth results
    rsparse::lusol(&a, &mut b, 1, 1e-12);

    gmres::test_utils::assert_eq_f_vec(&x, &b, 1e-10);
}

#[test]
fn gmres_3() {
    let a = rsparse::data::Sprs::new_from_vec(&vec![
        vec![
            0.044732, 0.093061, 0.027738, 0.797038, 0.135047, 0.927310, 0.117398, 0.910923,
            0.340333, 0.228436, 0.778572, 0.663245, 0.815294, 0.199717, 0.517361, 0.544743,
            0.225290, 0.295483, 0.938730, 0.230409, 0.054927, 0.711957, 0.587288, 0.114796,
            0.943772, 0.675506, 0.675251, 0.984449, 0.506695, 0.439162, 0.690030, 0.485475,
            0.240158, 0.308741, 0.650678, 0.464604, 0.774273, 0.667397, 0.041453, 0.178203,
            0.546153, 0.819917, 0.461546, 0.578091, 0.813393, 0.012713, 0.379207, 0.056189,
            0.713981, 0.616582, 0.545932, 0.190237, 0.087338, 0.627375, 0.625201, 0.378783,
            0.411552, 0.380061, 0.426857, 0.423871,
        ],
        vec![
            0.802374, 0.041219, 0.731835, 0.987082, 0.134512, 0.343099, 0.820842, 0.477763,
            0.273261, 0.498179, 0.325159, 0.516228, 0.947157, 0.985107, 0.602160, 0.780537,
            0.045983, 0.386392, 0.636907, 0.026031, 0.744601, 0.672351, 0.318754, 0.202078,
            0.885277, 0.641519, 0.263624, 0.654898, 0.961413, 0.612745, 0.959574, 0.085161,
            0.256737, 0.791926, 0.363442, 0.459172, 0.382991, 0.490721, 0.484567, 0.127002,
            0.871026, 0.289083, 0.693238, 0.899924, 0.713243, 0.940976, 0.429896, 0.317181,
            0.975055, 0.533734, 0.362349, 0.100090, 0.249321, 0.508470, 0.773561, 0.214808,
            0.020694, 0.357209, 0.282814, 0.078397,
        ],
        vec![
            0.568578, 0.737669, 0.598354, 0.819399, 0.884753, 0.564552, 0.198495, 0.382546,
            0.491706, 0.465222, 0.197218, 0.881496, 0.040229, 0.909761, 0.787461, 0.030999,
            0.299074, 0.917685, 0.711134, 0.384171, 0.402220, 0.552361, 0.556450, 0.053917,
            0.088309, 0.924731, 0.336446, 0.031587, 0.807840, 0.128746, 0.794525, 0.500451,
            0.085796, 0.741960, 0.220114, 0.298195, 0.273180, 0.566495, 0.107742, 0.729861,
            0.707105, 0.661672, 0.698215, 0.506035, 0.212010, 0.615263, 0.138304, 0.866319,
            0.573574, 0.239224, 0.622154, 0.748904, 0.288931, 0.663331, 0.711786, 0.066548,
            0.981723, 0.082506, 0.646777, 0.747949,
        ],
        vec![
            0.272696, 0.698262, 0.938047, 0.629266, 0.993073, 0.059886, 0.239923, 0.613298,
            0.559275, 0.853157, 0.510187, 0.919790, 0.859652, 0.928844, 0.182256, 0.899927,
            0.963533, 0.287502, 0.022897, 0.605253, 0.086204, 0.143193, 0.733290, 0.743470,
            0.447381, 0.143049, 0.400136, 0.714376, 0.702301, 0.239314, 0.093642, 0.793539,
            0.104677, 0.397086, 0.093145, 0.996496, 0.083884, 0.443815, 0.241124, 0.220336,
            0.329737, 0.664027, 0.525383, 0.544405, 0.369321, 0.547588, 0.187492, 0.730915,
            0.489046, 0.259744, 0.892278, 0.025764, 0.875573, 0.953299, 0.603714, 0.915614,
            0.083468, 0.218303, 0.516037, 0.572094,
        ],
        vec![
            0.128402, 0.700718, 0.333865, 0.450354, 0.277298, 0.885335, 0.271064, 0.279661,
            0.453400, 0.939473, 0.184781, 0.184350, 0.112643, 0.468041, 0.022615, 0.596958,
            0.007431, 0.558795, 0.311938, 0.982102, 0.708027, 0.793457, 0.572785, 0.983303,
            0.424713, 0.631771, 0.843586, 0.332565, 0.085470, 0.395964, 0.445264, 0.596658,
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            0.009654, 0.876105, 0.205930, 0.844496, 0.723635, 0.033811, 0.907509, 0.922334,
            0.813095, 0.048257, 0.123527, 0.761669, 0.987905, 0.743619, 0.398793, 0.992232,
            0.847598, 0.035266, 0.237580, 0.553219, 0.974816, 0.552752, 0.675778, 0.036649,
            0.743701, 0.502519, 0.561563, 0.044274,
        ],
        vec![
            0.717588, 0.391885, 0.531894, 0.438138, 0.286838, 0.895233, 0.199585, 0.769103,
            0.015548, 0.472222, 0.980745, 0.889933, 0.757034, 0.010947, 0.555388, 0.623160,
            0.224004, 0.334210, 0.814503, 0.905949, 0.412310, 0.854752, 0.681286, 0.592058,
            0.524455, 0.798084, 0.739273, 0.376393, 0.855590, 0.931165, 0.183954, 0.201781,
            0.807473, 0.257752, 0.162590, 0.799882, 0.364508, 0.905326, 0.185655, 0.851154,
            0.498127, 0.780982, 0.297537, 0.842711, 0.991490, 0.442478, 0.528159, 0.709780,
            0.841146, 0.833535, 0.124072, 0.385525, 0.246343, 0.439330, 0.156657, 0.937190,
            0.009575, 0.383094, 0.250349, 0.926642,
        ],
        vec![
            0.656009, 0.853402, 0.911609, 0.209106, 0.356999, 0.851002, 0.488322, 0.700833,
            0.871205, 0.828054, 0.265873, 0.117257, 0.958334, 0.481560, 0.267123, 0.690008,
            0.929507, 0.915864, 0.994829, 0.934175, 0.222843, 0.785734, 0.824794, 0.443354,
            0.247401, 0.155327, 0.740985, 0.713366, 0.642685, 0.153623, 0.668226, 0.605654,
            0.634542, 0.017302, 0.844957, 0.441795, 0.719835, 0.129142, 0.345233, 0.993763,
            0.495423, 0.368200, 0.644163, 0.301380, 0.942098, 0.439735, 0.851511, 0.422113,
            0.224917, 0.102172, 0.143375, 0.553705, 0.071367, 0.051194, 0.650959, 0.988937,
            0.999603, 0.865123, 0.975600, 0.429501,
        ],
        vec![
            0.680957, 0.012278, 0.412268, 0.635186, 0.461900, 0.945398, 0.384719, 0.851508,
            0.514803, 0.375134, 0.797807, 0.606366, 0.328485, 0.455943, 0.641608, 0.343388,
            0.282984, 0.652237, 0.047416, 0.083914, 0.828108, 0.004430, 0.791230, 0.775672,
            0.499119, 0.542491, 0.214785, 0.023494, 0.251978, 0.555601, 0.148116, 0.775118,
            0.550668, 0.809842, 0.455437, 0.634420, 0.340441, 0.264960, 0.606659, 0.936713,
            0.555364, 0.239194, 0.082033, 0.289047, 0.223099, 0.882264, 0.437932, 0.915543,
            0.969981, 0.978824, 0.221983, 0.509405, 0.034326, 0.757667, 0.034634, 0.843914,
            0.974817, 0.576468, 0.971822, 0.667681,
        ],
        vec![
            0.043237, 0.756649, 0.588029, 0.565295, 0.449742, 0.887096, 0.476502, 0.707131,
            0.994710, 0.599821, 0.575838, 0.532749, 0.594480, 0.199746, 0.117792, 0.782459,
            0.934565, 0.842822, 0.830096, 0.399619, 0.348195, 0.006916, 0.167560, 0.957516,
            0.012306, 0.276702, 0.374099, 0.518398, 0.354020, 0.783684, 0.596010, 0.391547,
            0.088525, 0.289861, 0.353505, 0.255719, 0.366731, 0.642730, 0.524007, 0.179304,
            0.094595, 0.709571, 0.428160, 0.401503, 0.464473, 0.831048, 0.027036, 0.322358,
            0.414514, 0.011316, 0.362786, 0.939110, 0.956179, 0.787792, 0.116419, 0.805702,
            0.227140, 0.324270, 0.493986, 0.707463,
        ],
        vec![
            0.851248, 0.559666, 0.653864, 0.024516, 0.620255, 0.410360, 0.807555, 0.578085,
            0.646249, 0.209317, 0.248317, 0.109134, 0.331006, 0.328590, 0.619640, 0.864381,
            0.354480, 0.989999, 0.016004, 0.348857, 0.372811, 0.869483, 0.654832, 0.565792,
            0.085185, 0.693563, 0.679371, 0.787204, 0.655263, 0.871857, 0.213823, 0.946576,
            0.053404, 0.374315, 0.218311, 0.667830, 0.630765, 0.402840, 0.046054, 0.348162,
            0.412055, 0.388006, 0.755816, 0.824322, 0.235725, 0.505586, 0.026168, 0.008039,
            0.337644, 0.834842, 0.780630, 0.217861, 0.846377, 0.563684, 0.400950, 0.517872,
            0.934515, 0.997697, 0.818525, 0.749393,
        ],
        vec![
            0.475862, 0.684755, 0.317806, 0.941620, 0.363734, 0.216026, 0.616529, 0.048868,
            0.138749, 0.873582, 0.589361, 0.161885, 0.839376, 0.932731, 0.394668, 0.818312,
            0.460028, 0.534175, 0.131570, 0.588188, 0.417276, 0.788490, 0.876987, 0.644452,
            0.056356, 0.751926, 0.485019, 0.697346, 0.749601, 0.569541, 0.426061, 0.421336,
            0.283656, 0.602685, 0.644248, 0.240870, 0.207879, 0.517004, 0.561935, 0.632277,
            0.636271, 0.561755, 0.917809, 0.603806, 0.351498, 0.230152, 0.246403, 0.575840,
            0.318298, 0.791161, 0.754142, 0.997457, 0.610899, 0.420023, 0.304679, 0.240971,
            0.845711, 0.762479, 0.608256, 0.207205,
        ],
        vec![
            0.252000, 0.254961, 0.555938, 0.915087, 0.199361, 0.675487, 0.762354, 0.956402,
            0.328614, 0.214481, 0.307340, 0.360495, 0.361917, 0.821943, 0.965521, 0.000117,
            0.762997, 0.769917, 0.037841, 0.724225, 0.808572, 0.415445, 0.250772, 0.942250,
            0.641865, 0.035049, 0.471431, 0.835409, 0.128827, 0.997074, 0.114109, 0.988716,
            0.256342, 0.997177, 0.691979, 0.209780, 0.413484, 0.203447, 0.429923, 0.707520,
            0.678685, 0.183019, 0.234782, 0.682397, 0.053152, 0.829697, 0.030928, 0.487110,
            0.405067, 0.210090, 0.726233, 0.198883, 0.424108, 0.985036, 0.423128, 0.840038,
            0.964322, 0.525194, 0.802358, 0.378975,
        ],
        vec![
            0.761388, 0.696800, 0.464820, 0.992955, 0.232311, 0.459939, 0.080047, 0.212505,
            0.732204, 0.565565, 0.557064, 0.183185, 0.174738, 0.222669, 0.098678, 0.609201,
            0.312049, 0.718944, 0.596469, 0.722007, 0.697590, 0.733314, 0.892149, 0.743791,
            0.329752, 0.266595, 0.459046, 0.689578, 0.613218, 0.245741, 0.363397, 0.290245,
            0.668626, 0.883309, 0.350855, 0.312168, 0.812087, 0.770517, 0.690729, 0.116681,
            0.214347, 0.317960, 0.354817, 0.517033, 0.206564, 0.291425, 0.169569, 0.903661,
            0.874062, 0.306794, 0.145189, 0.428936, 0.162311, 0.237513, 0.507463, 0.435573,
            0.009852, 0.486045, 0.698494, 0.095053,
        ],
        vec![
            0.047899, 0.233362, 0.730286, 0.998360, 0.123589, 0.224007, 0.097970, 0.088768,
            0.244506, 0.812410, 0.300000, 0.548607, 0.464327, 0.046151, 0.475826, 0.259847,
            0.692454, 0.417272, 0.941125, 0.084987, 0.588731, 0.894512, 0.294232, 0.897429,
            0.421111, 0.455148, 0.519016, 0.482612, 0.535661, 0.379584, 0.162458, 0.205625,
            0.117492, 0.422765, 0.777089, 0.361987, 0.770271, 0.608338, 0.078046, 0.724179,
            0.365041, 0.669966, 0.065371, 0.149431, 0.408882, 0.595872, 0.297741, 0.678593,
            0.843044, 0.494777, 0.333467, 0.285525, 0.819010, 0.689193, 0.718263, 0.741709,
            0.290715, 0.829989, 0.362931, 0.891149,
        ],
        vec![
            0.855711, 0.328700, 0.489329, 0.140945, 0.061207, 0.972378, 0.403653, 0.110110,
            0.910331, 0.930531, 0.578001, 0.468502, 0.813193, 0.900188, 0.090710, 0.550483,
            0.478947, 0.047997, 0.324190, 0.934257, 0.127069, 0.366934, 0.570377, 0.764205,
            0.212759, 0.030577, 0.173744, 0.390929, 0.497327, 0.711738, 0.224573, 0.091236,
            0.025331, 0.471399, 0.391572, 0.523858, 0.730510, 0.265835, 0.399341, 0.295239,
            0.227267, 0.980804, 0.076674, 0.924017, 0.012851, 0.534189, 0.294377, 0.670793,
            0.021361, 0.193009, 0.398998, 0.745283, 0.729456, 0.369107, 0.077077, 0.486665,
            0.427456, 0.892588, 0.682019, 0.950435,
        ],
        vec![
            0.309240, 0.637170, 0.482529, 0.100963, 0.029120, 0.173709, 0.690778, 0.976250,
            0.134581, 0.254229, 0.607138, 0.605741, 0.189415, 0.595813, 0.032113, 0.061219,
            0.481492, 0.135159, 0.899018, 0.861669, 0.869650, 0.864590, 0.853972, 0.177737,
            0.007933, 0.907860, 0.823674, 0.723268, 0.514800, 0.076330, 0.687539, 0.152151,
            0.609309, 0.959552, 0.177357, 0.360650, 0.582923, 0.023025, 0.687543, 0.338386,
            0.619336, 0.040458, 0.629032, 0.928508, 0.956931, 0.738355, 0.856107, 0.832392,
            0.356019, 0.586776, 0.977892, 0.889799, 0.840326, 0.931421, 0.336480, 0.057312,
            0.593863, 0.889736, 0.009920, 0.025758,
        ],
    ]);
    let mut b = vec![
        5.92787815347370e-01,
        7.20538289465920e-01,
        7.16012751351835e-01,
        4.12362152569723e-03,
        1.44589883032302e-02,
        1.15637241275841e-02,
        2.47133527168679e-01,
        5.76417893266734e-01,
        9.94888516033051e-01,
        1.59927774743657e-01,
        3.41741775513629e-01,
        9.34362396931069e-01,
        2.12021413981925e-01,
        8.79893245079072e-01,
        3.34520656799423e-01,
        8.15237567044763e-01,
        1.59119721714220e-02,
        1.24010728831142e-01,
        8.35633376101385e-02,
        6.38348155260408e-02,
        1.22272341262110e-01,
        5.89614822522460e-01,
        6.39589767124272e-02,
        5.04391550866009e-01,
        4.53753838832476e-01,
        7.46890421386450e-02,
        9.95374153480669e-01,
        1.08042490661018e-01,
        8.27924575651865e-01,
        3.78698085944026e-01,
        2.11288476634333e-02,
        6.51785817056820e-01,
        2.39080655834581e-01,
        3.11873193781719e-01,
        4.29514216370677e-02,
        8.23118900590809e-01,
        5.70789620305277e-01,
        9.52781556997435e-01,
        9.52897476554319e-02,
        4.17510281583553e-01,
        9.01714009203266e-01,
        9.92784764080462e-01,
        8.38894808828949e-03,
        8.51951397370982e-01,
        4.04956654772687e-01,
        1.86621465819369e-01,
        3.26832916993053e-01,
        6.89127344161385e-01,
        5.80948538506755e-01,
        4.94475064449438e-01,
        6.60399579754882e-01,
        8.95265117314583e-02,
        3.24586496662773e-01,
        7.75567798066922e-01,
        7.17614642883203e-02,
        5.27746722266580e-01,
        6.90909550322748e-02,
        3.25815610384381e-02,
        4.04817487040985e-01,
        7.30952851929439e-02,
    ];
    let blen = b.len();

    let mut x = vec![0.; blen];
    gmres::gmres(&a, &b, &mut x, 100, 1e-5).unwrap();

    // Calculate ground truth results
    rsparse::lusol(&a, &mut b, 1, 1e-12);

    gmres::test_utils::assert_eq_f_vec(&x, &b, 1e-10);
}

#[test]
fn gmres_4() {
    let a = rsparse::data::Sprs::new_from_vec(&vec![
        vec![
            0.044732, 0.093061, 0.027738, 0.797038, 0.135047, 0.927310, 0.117398, 0.910923,
            0.340333, 0.228436, 0.778572, 0.663245, 0.815294, 0.199717, 0.517361, 0.544743,
            0.225290, 0.295483, 0.938730, 0.230409, 0.054927, 0.711957, 0.587288, 0.114796,
            0.943772, 0.675506, 0.675251, 0.984449, 0.506695, 0.439162, 0.690030, 0.485475,
            0.240158, 0.308741, 0.650678, 0.464604, 0.774273, 0.667397, 0.041453, 0.178203,
            0.546153, 0.819917, 0.461546, 0.578091, 0.813393, 0.012713, 0.379207, 0.056189,
            0.713981, 0.616582, 0.545932, 0.190237, 0.087338, 0.627375, 0.625201, 0.378783,
            0.411552, 0.380061, 0.426857, 0.423871,
        ],
        vec![
            0.802374, 0.041219, 0.731835, 0.987082, 0.134512, 0.343099, 0.820842, 0.477763,
            0.273261, 0.498179, 0.325159, 0.516228, 0.947157, 0.985107, 0.602160, 0.780537,
            0.045983, 0.386392, 0.636907, 0.026031, 0.744601, 0.672351, 0.318754, 0.202078,
            0.885277, 0.641519, 0.263624, 0.654898, 0.961413, 0.612745, 0.959574, 0.085161,
            0.256737, 0.791926, 0.363442, 0.459172, 0.382991, 0.490721, 0.484567, 0.127002,
            0.871026, 0.289083, 0.693238, 0.899924, 0.713243, 0.940976, 0.429896, 0.317181,
            0.975055, 0.533734, 0.362349, 0.100090, 0.249321, 0.508470, 0.773561, 0.214808,
            0.020694, 0.357209, 0.282814, 0.078397,
        ],
        vec![
            0.568578, 0.737669, 0.598354, 0.819399, 0.884753, 0.564552, 0.198495, 0.382546,
            0.491706, 0.465222, 0.197218, 0.881496, 0.040229, 0.909761, 0.787461, 0.030999,
            0.299074, 0.917685, 0.711134, 0.384171, 0.402220, 0.552361, 0.556450, 0.053917,
            0.088309, 0.924731, 0.336446, 0.031587, 0.807840, 0.128746, 0.794525, 0.500451,
            0.085796, 0.741960, 0.220114, 0.298195, 0.273180, 0.566495, 0.107742, 0.729861,
            0.707105, 0.661672, 0.698215, 0.506035, 0.212010, 0.615263, 0.138304, 0.866319,
            0.573574, 0.239224, 0.622154, 0.748904, 0.288931, 0.663331, 0.711786, 0.066548,
            0.981723, 54.082506, 0.646777, 0.747949,
        ],
        vec![
            0.272696, 0.698262, 0.938047, 0.629266, 0.993073, 0.059886, 0.239923, 0.613298,
            0.559275, 0.853157, 0.510187, 0.919790, 0.859652, 0.928844, 0.182256, 0.899927,
            0.963533, 0.287502, 0.022897, 0.605253, 0.086204, 0.143193, 0.733290, 0.743470,
            0.447381, 0.143049, 0.400136, 0.714376, 0.702301, 0.239314, 0.093642, 0.793539,
            0.104677, 0.397086, 0.093145, 0.996496, 0.083884, 0.443815, 0.241124, 0.220336,
            0.329737, 0.664027, 0.525383, 0.544405, 0.369321, 0.547588, 0.187492, 0.730915,
            0.489046, 0.259744, 0.892278, 0.025764, 0.875573, 0.953299, 0.603714, 0.915614,
            0.083468, 0.218303, 0.516037, 0.572094,
        ],
        vec![
            0.128402, 0.700718, 0.333865, 0.450354, 0.277298, 0.885335, 0.271064, 0.279661,
            0.453400, 0.939473, 0.184781, 0.184350, 0.112643, 0.468041, 0.022615, 0.596958,
            0.007431, 0.558795, 0.311938, 0.982102, 0.708027, 0.793457, 0.572785, 0.983303,
            0.424713, 0.631771, 0.843586, 0.332565, 0.085470, 0.395964, 0.445264, 0.596658,
            0.599526, 0.879832, 0.258078, 0.283929, 0.704456, 0.388651, 0.747023, 0.455320,
            0.224453, 0.684917, 0.822610, 0.169847, 0.281595, 0.734131, 0.376982, 0.779892,
            0.108606, 0.166448, 0.992851, 0.573756, 0.189158, 0.819848, 0.607462, 0.205214,
            0.257283, 0.645082, 0.594928, 0.212153,
        ],
        vec![
            0.814350, 0.975674, 0.806497, 0.109999, 0.694489, 0.801739, 0.404630, 0.109974,
            0.235607, 0.371039, 0.466638, 0.645803, 0.114142, 0.891426, 0.028118, 0.523609,
            0.841213, 0.028155, 0.336673, 0.582203, 0.021918, 0.777773, 0.995740, 0.397505,
            0.186213, 0.095545, 0.304838, 0.375527, 0.442113, 0.438234, 0.537158, 0.646734,
            0.440116, 0.544034, 0.523414, 0.224759, 0.970412, 0.840399, 0.351862, 0.699708,
            0.448976, 0.436204, 0.239528, 0.286652, 0.006343, 0.094598, 0.248144, 0.760095,
            0.859105, 0.501293, 0.329118, 0.266826, 0.259117, 0.222982, 0.662900, 0.359112,
            0.307368, 0.357087, 0.720221, 0.184283,
        ],
        vec![
            0.052550, 0.341126, 0.831503, 0.459683, 0.278612, 0.278156, 0.395598, 0.230840,
            0.952247, 0.804477, 0.048179, 0.310325, 0.702981, 0.290165, 0.927638, 0.783932,
            0.778758, 0.645290, 0.205805, 0.627176, 0.654509, 0.246901, 0.949897, 0.460288,
            0.939411, 0.221737, 0.983035, 0.624105, 0.112235, 0.536974, 0.460917, 0.066683,
            0.843319, 0.558346, 0.050398, 0.311872, 0.821550, 0.034219, 0.345641, 0.429853,
            0.414639, 0.462256, 0.594723, 0.039045, 0.037684, 0.809107, 0.300428, 0.271011,
            0.737501, 0.817651, 0.971906, 0.255076, 0.785937, 0.117057, 0.169125, 0.745063,
            0.199042, 0.098378, 0.400467, 0.513766,
        ],
        vec![
            0.269949, 0.270954, 0.822511, 0.634573, 0.840104, 0.695093, 0.487296, 0.296052,
            0.939484, 0.211699, 0.444420, 0.278578, 0.633649, 0.549839, 0.139385, 0.930450,
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            0.282984, 0.652237, 0.047416, 0.083914, 0.828108, 0.004430, 0.791230, 0.775672,
            0.499119, 0.542491, 0.214785, 0.023494, 0.251978, 0.555601, 0.148116, 0.775118,
            0.550668, 0.809842, 0.455437, 0.634420, 0.340441, 0.264960, 0.606659, 0.936713,
            0.555364, 0.239194, 0.082033, 0.289047, 0.223099, 0.882264, 0.437932, 0.915543,
            0.969981, 0.978824, 0.221983, 0.509405, 0.034326, 0.757667, 0.034634, 0.843914,
            0.974817, 0.576468, 0.971822, 0.667681,
        ],
        vec![
            0.043237, 0.756649, 0.588029, 0.565295, 0.449742, 0.887096, 0.476502, 0.707131,
            0.994710, 0.599821, 0.575838, 0.532749, 0.594480, 0.199746, 0.117792, 0.782459,
            0.934565, 0.842822, 0.830096, 0.399619, 0.348195, 0.006916, 0.167560, 0.957516,
            0.012306, 0.276702, 0.374099, 0.518398, 0.354020, 0.783684, 0.596010, 0.391547,
            0.088525, 0.289861, 0.353505, 0.255719, 0.366731, 0.642730, 0.524007, 0.179304,
            0.094595, 0.709571, 0.428160, 0.401503, 0.464473, 0.831048, 0.027036, 0.322358,
            0.414514, 0.011316, 0.362786, 0.939110, 0.956179, 0.787792, 0.116419, 0.805702,
            0.227140, 0.324270, 0.493986, 0.707463,
        ],
        vec![
            0.851248, 0.559666, 0.653864, 0.024516, 0.620255, 0.410360, 0.807555, 0.578085,
            0.646249, 0.209317, 0.248317, 0.109134, 0.331006, 0.328590, 0.619640, 0.864381,
            0.354480, 0.989999, 0.016004, 0.348857, 0.372811, 0.869483, 0.654832, 0.565792,
            0.085185, 0.693563, 0.679371, 0.787204, 0.655263, 0.871857, 0.213823, 0.946576,
            0.053404, 0.374315, 0.218311, 0.667830, 0.630765, 0.402840, 0.046054, 0.348162,
            0.412055, 0.388006, 0.755816, 0.824322, 0.235725, 0.505586, 0.026168, 0.008039,
            0.337644, 0.834842, 0.780630, 0.217861, 0.846377, 0.563684, 0.400950, 0.517872,
            0.934515, 0.997697, 0.818525, 0.749393,
        ],
        vec![
            0.475862, 0.684755, 0.317806, 0.941620, 0.363734, 0.216026, 0.616529, 0.048868,
            0.138749, 0.873582, 0.589361, 0.161885, 0.839376, 0.932731, 0.394668, 0.818312,
            0.460028, 0.534175, 0.131570, 0.588188, 0.417276, 0.788490, 0.876987, 0.644452,
            0.056356, 0.751926, 0.485019, 0.697346, 0.749601, 0.569541, 0.426061, 0.421336,
            0.283656, 0.602685, 0.644248, 0.240870, 0.207879, 0.517004, 0.561935, 0.632277,
            0.636271, 0.561755, 0.917809, 0.603806, 0.351498, 0.230152, 0.246403, 0.575840,
            0.318298, 0.791161, 0.754142, 0.997457, 0.610899, 0.420023, 0.304679, 0.240971,
            0.845711, 0.762479, 0.608256, 0.207205,
        ],
        vec![
            0.252000, 0.254961, 0.555938, 0.915087, 0.199361, 0.675487, 0.762354, 0.956402,
            0.328614, 0.214481, 0.307340, 0.360495, 0.361917, 0.821943, 0.965521, 0.000117,
            0.762997, 0.769917, 0.037841, 0.724225, 0.808572, 0.415445, 0.250772, 0.942250,
            0.641865, 0.035049, 0.471431, 0.835409, 0.128827, 0.997074, 0.114109, 0.988716,
            0.256342, 0.997177, 0.691979, 0.209780, 0.413484, 0.203447, 0.429923, 0.707520,
            0.678685, 0.183019, 0.234782, 0.682397, 0.053152, 0.829697, 0.030928, 0.487110,
            0.405067, 0.210090, 0.726233, 0.198883, 0.424108, 0.985036, 0.423128, 0.840038,
            0.964322, 0.525194, 0.802358, 0.378975,
        ],
        vec![
            0.761388, 0.696800, 0.464820, 0.992955, 0.232311, 0.459939, 0.080047, 0.212505,
            0.732204, 0.565565, 0.557064, 0.183185, 0.174738, 0.222669, 0.098678, 0.609201,
            0.312049, 0.718944, 0.596469, 0.722007, 0.697590, 0.733314, 0.892149, 0.743791,
            0.329752, 0.266595, 0.459046, 0.689578, 0.613218, 0.245741, 0.363397, 0.290245,
            0.668626, 0.883309, 0.350855, 0.312168, 0.812087, 0.770517, 0.690729, 0.116681,
            0.214347, 0.317960, 0.354817, 0.517033, 0.206564, 0.291425, 0.169569, 0.903661,
            0.874062, 0.306794, 0.145189, 0.428936, 0.162311, 0.237513, 0.507463, 0.435573,
            0.009852, 0.486045, 0.698494, 0.095053,
        ],
        vec![
            0.047899, 0.233362, 0.730286, 0.998360, 0.123589, 0.224007, 0.097970, 0.088768,
            0.244506, 0.812410, 0.300000, 0.548607, 0.464327, 0.046151, 0.475826, 0.259847,
            0.692454, 0.417272, 0.941125, 0.084987, 0.588731, 0.894512, 0.294232, 0.897429,
            0.421111, 0.455148, 0.519016, 0.482612, 0.535661, 0.379584, 0.162458, 0.205625,
            0.117492, 0.422765, 0.777089, 0.361987, 0.770271, 0.608338, 0.078046, 0.724179,
            0.365041, 0.669966, 0.065371, 0.149431, 0.408882, 0.595872, 0.297741, 0.678593,
            0.843044, 0.494777, 0.333467, 0.285525, 0.819010, 0.689193, 0.718263, 0.741709,
            0.290715, 0.829989, 0.362931, 0.891149,
        ],
        vec![
            0.855711, 0.328700, 0.489329, 0.140945, 0.061207, 0.972378, 0.403653, 0.110110,
            0.910331, 0.930531, 0.578001, 0.468502, 0.813193, 0.900188, 0.090710, 0.550483,
            0.478947, 0.047997, 0.324190, 0.934257, 0.127069, 0.366934, 0.570377, 0.764205,
            0.212759, 0.030577, 0.173744, 0.390929, 0.497327, 0.711738, 0.224573, 0.091236,
            0.025331, 0.471399, 0.391572, 0.523858, 0.730510, 0.265835, 0.399341, 0.295239,
            0.227267, 0.980804, 0.076674, 66.924017, 0.012851, 0.534189, 0.294377, 0.670793,
            0.021361, 0.193009, 0.398998, 0.745283, 0.729456, 0.369107, 0.077077, 0.486665,
            0.427456, 0.892588, 0.682019, 0.950435,
        ],
        vec![
            0.309240, 0.637170, 0.482529, 0.100963, 0.029120, 0.173709, 0.690778, 0.976250,
            0.134581, 0.254229, 0.607138, 0.605741, 0.189415, 0.595813, 0.032113, 0.061219,
            0.481492, 0.135159, 0.899018, 0.861669, 0.869650, 0.864590, 0.853972, 0.177737,
            0.007933, 0.907860, 0.823674, 0.723268, 0.514800, 0.076330, 0.687539, 0.152151,
            0.609309, 0.959552, 0.177357, 0.360650, 0.582923, 0.023025, 0.687543, 0.338386,
            0.619336, 0.040458, 0.629032, 0.928508, 0.956931, 0.738355, 0.856107, 0.832392,
            0.356019, 0.586776, 0.977892, 0.889799, 0.840326, 0.931421, 0.336480, 0.057312,
            0.593863, 0.889736, 430.009920, 0.025758,
        ],
    ]);
    let mut b = vec![
        5.92787815347370e-01,
        7.20538289465920e-01,
        7.16012751351835e-01,
        4.12362152569723e-03,
        1.44589883032302e-02,
        1.15637241275841e-02,
        2.47133527168679e-01,
        5.76417893266734e-01,
        9.94888516033051e-01,
        1.59927774743657e-01,
        3.41741775513629e-01,
        9.34362396931069e-01,
        2.12021413981925e-01,
        8.79893245079072e-01,
        3.34520656799423e-01,
        8.15237567044763e-01,
        1.59119721714220e-02,
        1.24010728831142e-01,
        8.35633376101385e-02,
        6.38348155260408e-02,
        1.22272341262110e-01,
        5.89614822522460e-01,
        6.39589767124272e-02,
        5.04391550866009e-01,
        4.53753838832476e-01,
        7.46890421386450e-02,
        9.95374153480669e-01,
        1.08042490661018e-01,
        8.27924575651865e-01,
        3.78698085944026e-01,
        2.11288476634333e-02,
        6.51785817056820e-01,
        2.39080655834581e-01,
        3.11873193781719e-01,
        4.29514216370677e-02,
        8.23118900590809e-01,
        5.70789620305277e-01,
        9.52781556997435e-01,
        9.52897476554319e-02,
        4.17510281583553e-01,
        9.01714009203266e-01,
        9.92784764080462e-01,
        8.38894808828949e-03,
        8.51951397370982e-01,
        4.04956654772687e-01,
        1.86621465819369e-01,
        3.26832916993053e-01,
        6.89127344161385e-01,
        5.80948538506755e-01,
        4.94475064449438e-01,
        6.60399579754882e-01,
        8.95265117314583e-02,
        3.24586496662773e-01,
        7.75567798066922e-01,
        7.17614642883203e-02,
        5.27746722266580e-01,
        6.90909550322748e-02,
        3.25815610384381e-02,
        4.04817487040985e-01,
        7.30952851929439e-02,
    ];
    let blen = b.len();

    let mut x = vec![0.; blen];
    gmres::gmres(&a, &b, &mut x, 100, 1e-5).unwrap();

    // Calculate ground truth results
    rsparse::lusol(&a, &mut b, 1, 1e-12);

    gmres::test_utils::assert_eq_f_vec(&x, &b, 1e-10);
}

#[test]
fn gmres_5() {
    let a = rsparse::data::Sprs::new_from_vec(&vec![
        vec![
            0.517557, 0.535340, 0.113560, 0.670493, 0.951644, 0.931869, 0.505332, 0.663655,
            0.690760, 0.199032, 0.656333, 0.389940, 0.038440, 0.473335, 0.127248, 0.280102,
            0.551507, 0.634422, 0.078344, 0.272808, 0.849054, 0.885996, 0.898108, 0.588485,
            0.095021, 0.655927, 0.958882, 0.011282, 0.987935, 0.759073, 0.163987, 0.420604,
            0.863554, 0.154976, 0.142182, 0.368536, 0.074311, 0.452216, 0.963942, 0.072891,
            0.957453, 0.913805, 0.999379, 0.343985, 0.215681, 0.622711, 0.186464, 0.527072,
            0.181436, 0.639190, 0.680922, 0.829659, 0.362167, 0.259982, 0.013458, 0.983529,
            0.837939, 0.004413, 0.855390, 0.826386, 0.681535, 0.922164, 0.230284, 0.564676,
            0.101351, 0.794512, 0.256959, 0.659421, 0.403373, 0.865957, 0.353293, 0.424032,
            0.314699, 0.790267, 0.379755, 0.160164, 0.101682, 0.555646, 0.696058, 0.652379,
            0.261265, 0.640960, 0.994629, 0.526259, 0.510422, 0.462233, 0.416835, 0.543584,
            0.797871, 0.153052, 0.066093, 0.380891, 0.341260, 0.353940, 0.381822, 0.700000,
            0.644155, 0.259525, 0.125345, 0.213374, 0.904014, 0.839419, 0.974919, 0.783058,
            0.255864, 0.893118, 0.847906, 0.311524, 0.862094, 0.196617,
        ],
        vec![
            0.763893, 0.565190, 0.636122, 0.046077, 0.957668, 0.291012, 0.577557, 0.189292,
            0.882235, 0.852736, 0.677178, 0.570422, 0.607711, 0.812877, 0.321139, 0.293771,
            0.056209, 0.589406, 0.099730, 0.378740, 0.135357, 0.439323, 0.399482, 0.468907,
            0.902577, 0.675261, 0.363664, 0.037139, 0.716150, 0.810264, 0.783325, 0.994765,
            0.026760, 0.840237, 0.666069, 0.703801, 0.888155, 0.923744, 0.553453, 0.799595,
            0.098224, 0.836398, 0.596160, 0.055804, 0.961829, 0.356242, 0.579273, 0.743014,
            0.760375, 0.688834, 0.894275, 0.424960, 0.472267, 0.319066, 0.516026, 0.444557,
            0.466845, 0.085571, 0.802839, 0.405690, 0.311434, 0.890312, 0.507133, 0.996909,
            0.164262, 0.221568, 0.423973, 0.882385, 0.969964, 0.171996, 0.716313, 0.202083,
            0.708107, 0.536165, 0.824005, 0.909482, 0.791466, 0.555983, 0.851605, 0.842927,
            0.303483, 0.077390, 0.083759, 0.103243, 0.494951, 0.350339, 0.014170, 0.116129,
            0.437317, 0.014783, 0.605495, 0.329741, 0.885769, 0.629274, 0.997099, 0.827937,
            0.305458, 0.223626, 0.670861, 0.159436, 0.669667, 0.795861, 0.829874, 0.301706,
            0.097033, 0.238600, 0.839682, 0.701028, 0.364374, 0.141303,
        ],
        vec![
            0.439471, 0.696989, 0.444586, 0.341094, 0.894055, 0.498368, 0.494530, 0.064018,
            0.581003, 0.022962, 0.882204, 0.202648, 0.987423, 0.515615, 0.424926, 0.977098,
            0.739608, 0.047857, 0.188498, 0.895996, 0.091650, 0.925020, 0.588622, 0.832343,
            0.610889, 0.865579, 0.315182, 0.980960, 0.164350, 0.564601, 0.841146, 0.246253,
            0.399023, 0.308640, 0.083096, 0.361989, 0.698322, 0.773327, 0.873580, 0.044267,
            0.580773, 0.498814, 0.589761, 0.527329, 0.420515, 0.640839, 0.681006, 0.022748,
            0.383561, 0.519604, 0.324869, 0.387878, 0.691837, 0.972636, 0.693625, 0.403469,
            0.617830, 0.877122, 0.073735, 0.387205, 0.000277, 0.508428, 0.197137, 0.207192,
            0.736340, 0.704080, 0.949151, 0.935300, 0.571363, 0.165599, 0.378138, 0.996044,
            0.026093, 0.828023, 0.313413, 0.743371, 0.038534, 0.866950, 0.033955, 0.305262,
            0.122750, 0.509624, 0.420373, 0.932600, 0.091846, 0.290585, 0.758749, 0.713090,
            0.239705, 0.002643, 0.065320, 0.278215, 0.652203, 0.706216, 0.544632, 0.159580,
            0.649359, 0.858644, 0.226161, 0.263227, 0.063730, 0.324643, 0.539871, 0.847177,
            0.873671, 0.222377, 0.098094, 0.222992, 0.081443, 0.912508,
        ],
        vec![
            0.228428, 0.452812, 0.866222, 0.029557, 0.578393, 0.415906, 0.191929, 0.143967,
            0.553062, 0.951493, 0.074618, 0.305235, 0.610198, 0.788659, 0.176232, 0.468419,
            0.948568, 0.136206, 0.751671, 0.448251, 0.956776, 0.558555, 0.035888, 0.642028,
            0.609969, 0.555284, 0.887238, 0.086395, 0.623796, 0.035977, 0.458319, 0.355995,
            0.211769, 0.606962, 0.929981, 0.417724, 0.038717, 0.467188, 0.234264, 0.689490,
            0.737966, 0.968679, 0.985553, 0.035568, 0.845939, 0.326996, 0.274140, 0.242187,
            0.074390, 0.526449, 0.508567, 0.609555, 0.575967, 0.657909, 0.550508, 0.874663,
            0.205964, 0.398879, 0.928872, 0.127022, 0.383443, 0.904554, 0.772909, 0.382875,
            0.962390, 0.120062, 0.544616, 0.698309, 0.334544, 0.723339, 0.003670, 0.479547,
            0.386095, 0.788249, 0.675186, 0.038868, 0.763691, 0.284099, 0.374804, 0.746231,
            0.344010, 0.544925, 0.854940, 0.746235, 0.994047, 0.670327, 0.222518, 0.330667,
            0.494353, 0.193734, 0.672248, 0.870574, 0.444603, 0.881828, 0.516248, 0.004219,
            0.837236, 0.235275, 0.195995, 0.776102, 0.645183, 0.530003, 0.793188, 0.339712,
            0.950078, 0.957174, 0.346226, 0.211735, 0.883477, 0.001751,
        ],
        vec![
            0.462209, 0.066943, 0.361612, 0.201970, 0.474093, 0.939160, 0.637601, 0.453895,
            0.718766, 0.871654, 0.317823, 0.023405, 0.436730, 0.557244, 0.070369, 0.207842,
            0.491222, 0.101120, 0.959342, 0.754504, 0.380876, 0.301770, 0.632459, 0.084490,
            0.941931, 0.443414, 0.646075, 0.025930, 0.890910, 0.897363, 0.441304, 0.683886,
            0.249438, 0.436629, 0.610620, 0.987811, 0.813019, 0.020626, 0.912432, 0.622643,
            0.262759, 0.441120, 0.498792, 0.639779, 0.651150, 0.334374, 0.708354, 0.909057,
            0.283285, 0.623097, 0.178998, 0.542408, 0.471935, 0.738345, 0.424813, 0.476768,
            0.981276, 0.305473, 0.003913, 0.535131, 0.543909, 0.570636, 0.826734, 0.369269,
            0.141186, 0.847859, 0.691554, 0.887624, 0.104926, 0.015510, 0.675922, 0.493998,
            0.746219, 0.091158, 0.836519, 0.612035, 0.750108, 0.024950, 0.128757, 0.377176,
            0.888898, 0.444561, 0.481281, 0.444350, 0.871497, 0.981255, 0.663485, 0.485303,
            0.514808, 0.820294, 0.218785, 0.735210, 0.491037, 0.836397, 0.457983, 0.306194,
            0.438970, 0.202025, 0.909738, 0.537934, 0.668745, 0.385571, 0.766949, 0.806624,
            0.374523, 0.958721, 0.421914, 0.790638, 0.365565, 0.712326,
        ],
        vec![
            0.785422, 0.359640, 0.007506, 0.401407, 0.886428, 0.377375, 0.597480, 0.255720,
            0.248956, 0.345542, 0.262909, 0.783561, 0.788698, 0.615809, 0.658711, 0.784546,
            0.747543, 0.149429, 0.907555, 0.136639, 0.381701, 0.902486, 0.251362, 0.950310,
            0.790655, 0.211745, 0.132851, 0.105607, 0.637067, 0.080871, 0.893742, 0.886000,
            0.256553, 0.825084, 0.148879, 0.677894, 0.212072, 0.166041, 0.017205, 0.656960,
            0.342653, 0.925237, 0.921858, 0.044102, 0.899966, 0.791189, 0.753647, 0.511216,
            0.564852, 0.313971, 0.461492, 0.165771, 0.887889, 0.416544, 0.966663, 0.789098,
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            0.946673, 0.030776, 0.946271, 0.867675, 0.755738, 0.921451, 0.578802, 0.790061,
            0.312468, 0.077268, 0.259116, 0.555266, 0.486388, 0.813095, 0.979411, 0.738798,
            0.098820, 0.860170, 0.987724, 0.643024, 0.265140, 0.380055, 0.792320, 0.265860,
            0.150990, 0.559564, 0.466421, 0.726422, 0.408927, 0.069593, 0.478533, 0.381723,
            0.430385, 0.803271, 0.671150, 0.459284, 0.635366, 0.028572, 0.226361, 0.204387,
            0.474402, 0.816387, 0.433759, 0.981734, 0.964828, 0.385835, 0.566749, 0.339221,
            0.655489, 0.616628, 0.669384, 0.110509, 0.243451, 0.411689, 0.486583, 0.758487,
            0.929631, 0.906442, 0.027101, 0.091523, 0.087472, 0.665338, 0.534027, 0.924571,
            0.353499, 0.716450, 0.320566, 0.024800, 0.748796, 0.265533, 0.024126, 0.528751,
            0.062824, 0.113191, 0.302481, 0.144613, 0.361068, 0.345088,
        ],
        vec![
            0.687900, 0.815928, 0.705591, 0.943759, 0.296837, 0.735464, 0.317074, 0.946296,
            0.450306, 0.146979, 0.130865, 0.352598, 0.973374, 0.497930, 0.386676, 0.483523,
            0.874256, 0.555965, 0.499487, 0.497002, 0.694557, 0.822141, 0.416644, 0.655858,
            0.100839, 0.160983, 0.938015, 0.726491, 0.500039, 0.262174, 0.626925, 0.960802,
            0.110822, 0.599376, 0.571732, 0.881003, 0.572490, 0.564674, 0.247854, 0.186806,
            0.349871, 0.089323, 0.592536, 0.216662, 0.577249, 0.372671, 0.201872, 0.273491,
            0.712041, 0.323918, 0.923181, 0.516462, 0.553985, 0.940491, 0.056278, 0.513629,
            0.079736, 0.817519, 0.511689, 0.320344, 0.260274, 0.138111, 0.362482, 0.985905,
            0.009352, 0.527756, 0.063788, 0.896508, 0.478329, 0.940526, 0.031104, 0.283825,
            0.902260, 0.698039, 0.610798, 0.089074, 0.723928, 0.742715, 0.281595, 0.090968,
            0.681603, 0.077324, 0.899170, 0.544845, 0.955680, 0.551628, 0.931271, 0.415944,
            0.192963, 0.179819, 0.147258, 0.239249, 0.521941, 0.744504, 0.440519, 0.944495,
            0.463392, 0.677808, 0.592842, 0.204091, 0.658829, 0.178952, 0.329071, 0.240451,
            0.440673, 0.650332, 0.154736, 0.037090, 0.252882, 0.680709,
        ],
        vec![
            0.890955, 0.411418, 0.518446, 0.682451, 0.914391, 0.032279, 0.291009, 0.961870,
            0.680070, 0.872284, 0.935879, 0.429587, 0.948279, 0.097279, 0.292333, 0.747948,
            0.397810, 0.538012, 0.558259, 0.586580, 0.153682, 0.098871, 0.140629, 0.053663,
            0.479890, 0.591278, 0.834767, 0.262369, 0.221554, 0.797813, 0.095198, 0.998242,
            0.077706, 0.867325, 0.375349, 0.846325, 0.423891, 0.106841, 0.594249, 0.161508,
            0.059607, 0.051147, 0.454021, 0.730732, 0.310965, 0.241227, 0.771079, 0.326550,
            0.537983, 0.061203, 0.059083, 0.073536, 0.762731, 0.001086, 0.672840, 0.397957,
            0.339903, 0.222136, 0.533287, 0.123289, 0.768824, 0.907507, 0.147871, 0.701908,
            0.332963, 0.667225, 0.727663, 0.191508, 0.025359, 0.784795, 0.572883, 0.060458,
            0.741184, 0.150292, 0.769027, 0.986039, 0.488111, 0.821635, 0.940831, 0.348818,
            0.599505, 0.004043, 0.565919, 0.367311, 0.997858, 0.641928, 0.284925, 0.083782,
            0.821168, 0.033207, 0.695793, 0.323320, 0.090107, 0.736896, 0.602073, 0.079152,
            0.122931, 0.747340, 0.671949, 0.203965, 0.861627, 0.871438, 0.803379, 0.761261,
            0.726411, 0.670126, 0.004535, 0.803605, 0.709386, 0.861379,
        ],
        vec![
            0.245450, 0.054680, 0.845433, 0.052751, 0.455019, 0.623822, 0.367651, 0.840483,
            0.548533, 0.164431, 0.952716, 0.801966, 0.275774, 0.634236, 0.902152, 0.398275,
            0.170247, 0.312531, 0.867277, 0.219441, 0.319448, 0.703706, 0.360099, 0.213461,
            0.536046, 0.222547, 0.090772, 0.106245, 0.921094, 0.054198, 0.791151, 0.374243,
            0.820064, 0.459187, 0.142428, 0.704361, 0.048862, 0.387519, 0.708345, 0.876722,
            0.448836, 0.877022, 0.708073, 0.580609, 0.943797, 0.900181, 0.401012, 0.345271,
            0.438051, 0.124375, 0.197287, 0.125262, 0.801741, 0.161227, 0.046875, 0.053286,
            0.018709, 0.655583, 0.782042, 0.824506, 0.983185, 0.398673, 0.544589, 0.519160,
            0.348723, 0.888412, 0.301149, 0.326358, 0.851746, 0.243011, 0.504301, 0.485154,
            0.215710, 0.100413, 0.979150, 0.561106, 0.820651, 0.945322, 0.334599, 0.380254,
            0.451610, 0.493290, 0.669042, 0.655754, 0.152751, 0.767412, 0.421022, 0.332612,
            0.415587, 0.361839, 0.426321, 0.360010, 0.987628, 0.567497, 0.299284, 0.577051,
            0.982235, 0.640707, 0.915609, 0.554466, 0.785519, 0.332509, 0.666991, 0.350651,
            0.763983, 0.436265, 0.801483, 0.124791, 0.396141, 0.957742,
        ],
        vec![
            0.556967, 0.655072, 0.832783, 0.927279, 0.116964, 0.042678, 0.657534, 0.003281,
            0.575666, 0.832942, 0.878497, 0.314600, 0.157910, 0.966616, 0.088251, 0.300856,
            0.410310, 0.655298, 0.788349, 0.425880, 0.746009, 0.301591, 0.215107, 0.988065,
            0.530661, 0.631331, 0.668019, 0.292844, 0.807824, 0.079752, 0.584785, 0.901717,
            0.831308, 0.427860, 0.065259, 0.799512, 0.022706, 0.245202, 0.317194, 0.476803,
            0.777514, 0.536675, 0.260898, 0.487727, 0.610988, 0.720261, 0.728701, 0.239034,
            0.023733, 0.787804, 0.602565, 0.603482, 0.043292, 0.190653, 0.598823, 0.116643,
            0.155752, 0.527427, 0.249706, 0.986046, 0.403320, 0.026702, 0.284518, 0.797979,
            0.562270, 0.575454, 0.722409, 0.305884, 0.252683, 0.612994, 0.545118, 0.083050,
            0.422309, 0.559882, 0.548013, 0.592969, 0.999106, 0.424062, 0.613874, 0.667503,
            0.058205, 0.789060, 0.673130, 0.993432, 0.920242, 0.096363, 0.534696, 0.280845,
            0.739602, 0.893754, 0.495684, 0.414613, 0.646775, 0.298994, 0.902896, 0.451380,
            0.718553, 0.897411, 0.608803, 0.812750, 0.368927, 0.830640, 0.676180, 0.911606,
            0.012668, 0.139137, 0.642733, 0.879257, 0.564322, 0.779281,
        ],
        vec![
            0.401592, 0.592667, 0.635977, 0.582351, 0.273222, 0.138481, 0.333196, 0.843436,
            0.463353, 0.627326, 0.443419, 0.861720, 0.362399, 0.355102, 0.766769, 0.118405,
            0.028390, 0.517884, 0.703079, 0.581470, 0.433427, 0.538964, 0.439614, 0.110154,
            0.623388, 0.549609, 0.784628, 0.454787, 0.451686, 0.905469, 0.621770, 0.535731,
            0.304951, 0.062550, 0.213703, 0.564008, 0.214201, 0.419660, 0.397905, 0.202615,
            0.839587, 0.419636, 0.467866, 0.872648, 0.438343, 0.598633, 0.743974, 0.018130,
            0.871730, 0.692014, 0.546833, 0.701708, 0.510888, 0.209712, 0.787872, 0.436706,
            0.521429, 0.388120, 0.803639, 0.642291, 0.542133, 0.747770, 0.319422, 0.763953,
            0.978979, 0.616237, 0.344962, 0.214436, 0.088745, 0.774477, 0.229499, 0.233307,
            0.201605, 0.510514, 0.157987, 0.978554, 0.946239, 0.331487, 0.473707, 0.777044,
            0.638312, 0.854667, 0.203678, 0.943098, 0.191922, 0.819062, 0.283872, 0.538515,
            0.101001, 0.124742, 0.806423, 0.074484, 0.498581, 0.672305, 0.508226, 0.963530,
            0.699103, 0.927405, 0.242434, 0.221718, 0.948398, 0.866286, 0.662743, 0.931028,
            0.491908, 0.856553, 0.479832, 0.625649, 0.474196, 0.613431,
        ],
        vec![
            0.836524, 0.213118, 0.247196, 0.534333, 0.413175, 0.943110, 0.918686, 0.621906,
            0.678595, 0.381242, 0.782327, 0.546299, 0.241917, 0.894002, 0.519104, 0.107237,
            0.711152, 0.500228, 0.384713, 0.251250, 0.104572, 0.909597, 0.276209, 0.708049,
            0.693500, 0.319322, 0.084417, 0.421118, 0.134068, 0.210881, 0.382465, 0.758133,
            0.934627, 0.498095, 0.537148, 0.776314, 0.610731, 0.254236, 0.270199, 0.447661,
            0.675022, 0.197426, 0.395690, 0.158534, 0.739879, 0.360623, 0.598960, 0.320252,
            0.210822, 0.945201, 0.819978, 0.260755, 0.764500, 0.808782, 0.982897, 0.792605,
            0.282623, 0.315423, 0.833826, 0.277653, 0.401889, 0.969847, 0.226968, 0.125608,
            0.040582, 0.654387, 0.801263, 0.234430, 0.946114, 0.260215, 0.693166, 0.705050,
            0.626656, 0.414755, 0.965820, 0.073205, 0.828613, 0.320815, 0.165392, 0.139517,
            0.670353, 0.541071, 0.155916, 0.580503, 0.405587, 0.847827, 0.003195, 0.505271,
            0.313210, 0.438626, 0.136385, 0.333009, 0.305223, 0.058584, 0.814252, 0.085208,
            0.219635, 0.467644, 0.625229, 0.145879, 0.490666, 0.167737, 0.428857, 0.104668,
            0.662349, 0.822634, 0.042490, 0.829666, 0.331944, 0.823958,
        ],
        vec![
            0.530765, 0.074414, 0.095200, 0.454374, 0.175015, 0.562765, 0.158386, 0.851212,
            0.164786, 0.779724, 0.533511, 0.171119, 0.580378, 0.649218, 0.411677, 0.771297,
            0.410452, 0.069574, 0.277797, 0.313298, 0.686288, 0.145164, 0.649831, 0.228635,
            0.158328, 0.666259, 0.784148, 0.335426, 0.571929, 0.772082, 0.898915, 0.548767,
            0.792306, 0.585442, 0.902293, 0.228170, 0.996470, 0.464066, 0.442595, 0.670494,
            0.388313, 0.842459, 0.381987, 0.103426, 0.206869, 0.583813, 0.438272, 0.534743,
            0.496759, 0.747042, 0.196419, 0.624043, 0.278966, 0.051992, 0.542813, 0.427818,
            0.512550, 0.201903, 0.726628, 0.195306, 0.663859, 0.535305, 0.951500, 0.594448,
            0.536115, 0.750860, 0.651987, 0.411156, 0.664459, 0.305282, 0.134173, 0.396925,
            0.346460, 0.852273, 0.700194, 0.459144, 0.799676, 0.032164, 0.500740, 0.268648,
            0.375104, 0.519936, 0.667092, 0.209304, 0.880386, 0.681794, 0.942372, 0.124349,
            0.078680, 0.952421, 0.558212, 0.804170, 0.072943, 0.091450, 0.614090, 0.291653,
            0.363062, 0.971457, 0.997771, 0.240346, 0.117279, 0.384682, 0.014829, 0.154992,
            0.788192, 0.359821, 0.065260, 0.139617, 0.466912, 0.858782,
        ],
    ]);
    let mut b = vec![
        7.99584137248154e-01,
        8.58870875959835e-01,
        1.75541947690450e-01,
        9.66708538764508e-01,
        8.35828215855931e-01,
        5.79919340949426e-01,
        8.00256099844146e-01,
        8.37354301250042e-01,
        9.88481895828305e-01,
        1.45848258064748e-01,
        5.26041964776273e-01,
        9.36945190070477e-01,
        4.71861939001773e-01,
        7.79395262146320e-01,
        5.54615991600688e-01,
        2.63979009410897e-03,
        5.01386024439371e-01,
        5.96730568589232e-01,
        6.72097161156417e-01,
        7.18299523372344e-01,
        1.01025641322668e-01,
        8.30010076612321e-01,
        8.98027990426002e-01,
        9.14399551767877e-01,
        1.15549539617274e-01,
        2.12074866692334e-01,
        4.13515679130605e-01,
        6.63767242051139e-01,
        5.38730317039480e-01,
        6.35745842898634e-01,
        4.89248606858905e-01,
        9.08092740479966e-01,
        5.96016069320622e-01,
        5.46896883736001e-01,
        6.28729515438586e-01,
        3.04309373040741e-01,
        9.26715173276615e-02,
        9.40383025878676e-01,
        7.90981896280052e-01,
        6.85880511339588e-01,
        2.04263154722392e-01,
        6.09009062454425e-01,
        3.46192459913008e-01,
        8.67162019749558e-02,
        9.63677295783444e-01,
        5.65033490154868e-01,
        9.77509836917929e-01,
        9.01078608459493e-01,
        3.94757370827695e-01,
        3.30042807986441e-01,
        6.08254106424731e-01,
        4.90852101557348e-01,
        7.84896919485842e-01,
        3.70415365588844e-01,
        7.71037550154611e-01,
        7.02903773453687e-01,
        9.43588425115740e-01,
        6.40257214780623e-01,
        2.74466149521915e-02,
        8.26073207726817e-01,
        3.13245603681914e-01,
        2.07694535482700e-01,
        8.42299846558878e-01,
        4.73580349758792e-01,
        2.80327169547648e-01,
        4.50380542871465e-01,
        1.00755674779452e-01,
        4.15568718416320e-01,
        9.80769401826494e-01,
        8.78242934378359e-01,
        5.96263514599351e-01,
        7.26679403500243e-01,
        1.82889949598346e-01,
        9.40389487770572e-01,
        3.40816656928629e-01,
        8.51967500548792e-01,
        5.15278011833698e-01,
        6.89812290074591e-01,
        2.56239186334153e-01,
        1.95347276734336e-01,
        8.59318962342150e-01,
        9.57688200865966e-01,
        8.55870409582829e-01,
        1.97887093397620e-01,
        8.07747688969215e-01,
        5.64737862816750e-01,
        1.61805920690940e-02,
        9.44660939073411e-01,
        9.16688521126350e-01,
        7.65422514555770e-01,
        4.52496610457764e-01,
        3.16784688268171e-01,
        9.04749375970660e-01,
        3.85469322758407e-01,
        4.79761120723766e-01,
        3.54059837966109e-02,
        5.45356752256193e-01,
        1.18519956499767e-02,
        4.18389090867035e-01,
        2.61346629939313e-01,
        6.13845961531435e-01,
        7.82807212562516e-01,
        2.09750403512579e-01,
        1.15737310760695e-01,
        9.11222558929422e-01,
        5.58441201141152e-01,
        2.65686857245586e-01,
        8.66326946589894e-01,
        3.75554579160645e-01,
        3.43365088526388e-01,
    ];
    let blen = b.len();

    let mut x = vec![0.; blen];
    gmres::gmres(&a, &b, &mut x, 200, 1e-10).unwrap();

    // Calculate ground truth results
    rsparse::lusol(&a, &mut b, 1, 1e-12);

    gmres::test_utils::assert_eq_f_vec(&x, &b, 1e-10);
}

#[test]
fn gmres_6() {
    let a = rsparse::data::Sprs::new_from_vec(&vec![
        vec![
            0.517557, 0.535340, 0.113560, 0.670493, 0.951644, 0.931869, 0.505332, 0.663655,
            0.690760, 0.199032, 0.656333, 0.389940, 0.038440, 0.473335, 0.127248, 0.280102,
            0.551507, 0.634422, 0.078344, 0.272808, 0.849054, 0.885996, 0.898108, 0.588485,
            0.095021, 0.655927, 0.958882, 0.011282, 0.987935, 0.759073, 0.163987, 0.420604,
            0.863554, 0.154976, 0.142182, 0.368536, 0.074311, 0.452216, 0.963942, 0.072891,
            0.957453, 0.913805, 0.999379, 0.343985, 0.215681, 0.622711, 0.186464, 0.527072,
            0.181436, 0.639190, 0.680922, 0.829659, 0.362167, 0.259982, 0.013458, 0.983529,
            0.837939, 0.004413, 0.855390, 0.826386, 0.681535, 0.922164, 0.230284, 0.564676,
            0.101351, 0.794512, 0.256959, 0.659421, 0.403373, 0.865957, 0.353293, 0.424032,
            0.314699, 0.790267, 0.379755, 0.160164, 0.101682, 0.555646, 0.696058, 0.652379,
            0.261265, 0.640960, 0.994629, 0.526259, 0.510422, 0.462233, 0.416835, 0.543584,
            0.797871, 0.153052, 0.066093, 0.380891, 0.341260, 0.353940, 0.381822, 0.700000,
            0.644155, 0.259525, 0.125345, 0.213374, 0.904014, 0.839419, 0.974919, 0.783058,
            0.255864, 0.893118, 0.847906, 0.311524, 0.862094, 0.196617,
        ],
        vec![
            0.763893, 0.565190, 0.636122, 0.046077, 0.957668, 0.291012, 0.577557, 0.189292,
            0.882235, 0.852736, 0.677178, 0.570422, 0.607711, 0.812877, 0.321139, 0.293771,
            0.056209, 0.589406, 0.099730, 0.378740, 0.135357, 0.439323, 0.399482, 0.468907,
            0.902577, 0.675261, 0.363664, 0.037139, 0.716150, 0.810264, 0.783325, 0.994765,
            0.026760, 0.840237, 0.666069, 0.703801, 0.888155, 0.923744, 0.553453, 0.799595,
            0.098224, 0.836398, 0.596160, 0.055804, 0.961829, 0.356242, 0.579273, 0.743014,
            0.760375, 0.688834, 0.894275, 0.424960, 0.472267, 0.319066, 0.516026, 0.444557,
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        5.54615991600688e-01,
        2.63979009410897e-03,
        5.01386024439371e-01,
        5.96730568589232e-01,
        6.72097161156417e-01,
        7.18299523372344e-01,
        1.01025641322668e-01,
        8.30010076612321e-01,
        8.98027990426002e-01,
        9.14399551767877e-01,
        1.15549539617274e-01,
        2.12074866692334e-01,
        4.13515679130605e-01,
        6.63767242051139e-01,
        5.38730317039480e-01,
        6.35745842898634e-01,
        4.89248606858905e-01,
        9.08092740479966e-01,
        5.96016069320622e-01,
        5.46896883736001e-01,
        6.28729515438586e-01,
        3.04309373040741e-01,
        9.26715173276615e-02,
        9.40383025878676e-01,
        7.90981896280052e-01,
        6.85880511339588e-01,
        2.04263154722392e-01,
        6.09009062454425e-01,
        3.46192459913008e-01,
        8.67162019749558e-02,
        9.63677295783444e-01,
        5.65033490154868e-01,
        9.77509836917929e-01,
        9.01078608459493e-01,
        3.94757370827695e-01,
        3.30042807986441e-01,
        6.08254106424731e-01,
        4.90852101557348e-01,
        7.84896919485842e-01,
        3.70415365588844e-01,
        7.71037550154611e-01,
        7.02903773453687e-01,
        9.43588425115740e-01,
        6.40257214780623e-01,
        2.74466149521915e-02,
        8.26073207726817e-01,
        3.13245603681914e-01,
        2.07694535482700e-01,
        8.42299846558878e-01,
        4.73580349758792e-01,
        2.80327169547648e-01,
        4.50380542871465e-01,
        1.00755674779452e-01,
        4.15568718416320e-01,
        9.80769401826494e-01,
        8.78242934378359e-01,
        5.96263514599351e-01,
        7.26679403500243e-01,
        1.82889949598346e-01,
        9.40389487770572e-01,
        3.40816656928629e-01,
        8.51967500548792e-01,
        5.15278011833698e-01,
        6.89812290074591e-01,
        2.56239186334153e-01,
        1.95347276734336e-01,
        8.59318962342150e-01,
        9.57688200865966e-01,
        8.55870409582829e-01,
        1.97887093397620e-01,
        8.07747688969215e-01,
        5.64737862816750e-01,
        1.61805920690940e-02,
        9.44660939073411e-01,
        9.16688521126350e-01,
        7.65422514555770e-01,
        4.52496610457764e-01,
        3.16784688268171e-01,
        9.04749375970660e-01,
        3.85469322758407e-01,
        4.79761120723766e-01,
        3.54059837966109e-02,
        5.45356752256193e-01,
        1.18519956499767e-02,
        4.18389090867035e-01,
        2.61346629939313e-01,
        6.13845961531435e-01,
        7.82807212562516e-01,
        2.09750403512579e-01,
        1.15737310760695e-01,
        9.11222558929422e-01,
        5.58441201141152e-01,
        2.65686857245586e-01,
        8.66326946589894e-01,
        3.75554579160645e-01,
        3.43365088526388e-01,
    ];
    
    let blen = b.len();
    let mut x = vec![0.; blen];
    
    // Restart strategy every 109 iterations (This is a very poorly conditioned system for this)
    let mut converged = false;
    let mut restart_count = 0;
    for i in 0..300{
        let r = gmres::gmres(&a, &b, &mut x, 109, 1e-10);
        match r {
            Ok(_) => {
                converged = true;
            },
            Err(e) => {
                println!("Iteration cycle nº{} error: {}", i, e);
            }
        }
        if converged {
            break;
        }
        else {
            restart_count += 1;
        }
    }
    
    // Calculate ground truth results
    rsparse::lusol(&a, &mut b, 1, 1e-12);

    gmres::test_utils::assert_eq_f_vec(&x, &b, 1e-5);
    assert!(restart_count > 0);
}