const ANSWER: f64 = 1.0; fn main() { env_logger::init(); // Compute the matrix and right-hand-side vector that define // the linear system, Ax = b. let (n, rowind, colst, nz) = lhr01(); // Set exact solution; then compute right-hand-side vector. let x0 = vec![ANSWER; n as usize]; // let opts = rlu::Options { // expand_ratio: 2.0, // // ..rlu::Options::default() // }; let mut b = mat_vec(n, &rowind, &colst, &nz, &x0); let mut gp = lufact::GP::default(); gp.expand_ratio = 2.0; let mut a_desc = lufact::CSC { m: n, n, nnz: nz.len() as i32, base: 0, colptr: colst, rowind, }; let mut lu = lufact::dgstrf(&gp, n, n, &nz, &mut a_desc /*, &lu*/).unwrap(); // let lu = rlu::factor(n, &rowind, &colst, &nz, None, &opts).unwrap(); // rlu::solve(&lu, &mut b, false).unwrap(); let _ierr = lufact::dgstrs(&gp, 'N', n, 1, &mut lu, 1, 1, &mut b, 1, 1); let resid = residual(&b); assert!(resid < 1e-10); println!("resid = {}", resid); } fn mat_vec(n: i32, rowind: &[i32], colst: &[i32], nz: &[f64], x: &[f64]) -> Vec { let mut y = vec![0.0; n as usize]; for j in 0..n { let start = colst[j as usize]; let end = colst[(j + 1) as usize]; for ii in start..end { let i = rowind[ii as usize]; y[i as usize] += nz[ii as usize] * x[j as usize]; } } y } fn residual(x: &[f64]) -> f64 { let mut norm = f64::NEG_INFINITY; for i in 0..x.len() { //let abs = (x[i] - b[i]).abs(); let abs = (x[i] - ANSWER).abs(); if abs > norm { norm = abs; } } norm } fn lhr01() -> (i32, Vec, Vec, Vec) { let n: i32 = 1477; let rowind = vec![ 0, 62, 83, 84, 1, 63, 83, 84, 2, 64, 83, 84, 3, 65, 83, 84, 4, 66, 83, 84, 5, 67, 83, 84, 6, 68, 83, 84, 7, 69, 83, 84, 8, 70, 83, 84, 9, 71, 83, 84, 10, 72, 83, 84, 11, 73, 83, 84, 12, 74, 83, 84, 13, 75, 83, 84, 14, 76, 83, 84, 15, 77, 83, 84, 16, 78, 83, 84, 17, 79, 83, 84, 18, 80, 83, 84, 19, 83, 84, 61, 83, 20, 84, 21, 84, 87, 84, 88, 62, 81, 82, 90, 63, 81, 82, 91, 64, 81, 82, 92, 65, 81, 82, 93, 66, 81, 82, 94, 67, 81, 82, 95, 68, 81, 82, 96, 69, 81, 82, 97, 70, 81, 82, 98, 71, 81, 82, 99, 72, 81, 82, 100, 73, 81, 82, 101, 74, 81, 82, 102, 75, 81, 82, 103, 76, 81, 82, 104, 77, 81, 82, 105, 78, 81, 82, 106, 79, 81, 82, 107, 80, 81, 82, 108, 81, 82, 61, 81, 89, 82, 82, 87, 111, 82, 88, 112, 90, 109, 110, 114, 91, 109, 110, 115, 92, 109, 110, 116, 93, 109, 110, 117, 94, 109, 110, 118, 95, 109, 110, 119, 96, 109, 110, 120, 97, 109, 110, 121, 98, 109, 110, 122, 99, 109, 110, 123, 100, 109, 110, 124, 101, 109, 110, 125, 102, 109, 110, 126, 103, 109, 110, 127, 104, 109, 110, 128, 105, 109, 110, 129, 106, 109, 110, 130, 107, 109, 110, 131, 108, 109, 110, 132, 109, 110, 89, 109, 113, 22, 110, 110, 111, 135, 110, 112, 162, 114, 133, 134, 164, 115, 133, 134, 165, 116, 133, 134, 166, 117, 133, 134, 167, 118, 133, 134, 168, 119, 133, 134, 169, 120, 133, 134, 170, 121, 133, 134, 171, 122, 133, 134, 172, 123, 133, 134, 173, 124, 133, 134, 174, 125, 133, 134, 175, 126, 133, 134, 176, 127, 133, 134, 177, 128, 133, 134, 178, 129, 133, 134, 179, 130, 133, 134, 180, 131, 133, 134, 181, 132, 133, 134, 182, 133, 134, 113, 133, 163, 134, 161, 184, 134, 135, 185, 134, 162, 186, 164, 183, 188, 165, 183, 189, 166, 183, 190, 167, 183, 191, 168, 183, 192, 169, 183, 193, 170, 183, 194, 171, 183, 195, 172, 183, 196, 173, 183, 197, 174, 183, 198, 175, 183, 199, 176, 183, 200, 177, 183, 201, 178, 183, 202, 179, 183, 203, 180, 183, 204, 181, 183, 205, 182, 183, 206, 183, 163, 183, 187, 184, 23, 185, 186, 211, 137, 156, 157, 188, 212, 213, 214, 216, 218, 220, 222, 224, 226, 228, 230, 232, 234, 236, 238, 240, 242, 244, 246, 248, 250, 138, 156, 157, 189, 212, 214, 215, 216, 218, 220, 222, 224, 226, 228, 230, 232, 234, 236, 238, 240, 242, 244, 246, 248, 250, 139, 156, 157, 190, 212, 214, 216, 217, 218, 220, 222, 224, 226, 228, 230, 232, 234, 236, 238, 240, 242, 244, 246, 248, 250, 140, 156, 157, 191, 212, 214, 216, 218, 219, 220, 222, 224, 226, 228, 230, 232, 234, 236, 238, 240, 242, 244, 246, 248, 250, 141, 156, 157, 192, 212, 214, 216, 218, 220, 221, 222, 224, 226, 228, 230, 232, 234, 236, 238, 240, 242, 244, 246, 248, 250, 142, 156, 157, 193, 212, 214, 216, 218, 220, 222, 223, 224, 226, 228, 230, 232, 234, 236, 238, 240, 242, 244, 246, 248, 250, 143, 156, 157, 194, 212, 214, 216, 218, 220, 222, 224, 225, 226, 228, 230, 232, 234, 236, 238, 240, 242, 244, 246, 248, 250, 144, 156, 157, 195, 212, 214, 216, 218, 220, 222, 224, 226, 227, 228, 230, 232, 234, 236, 238, 240, 242, 244, 246, 248, 250, 145, 156, 157, 196, 212, 214, 216, 218, 220, 222, 224, 226, 228, 229, 230, 232, 234, 236, 238, 240, 242, 244, 246, 248, 250, 146, 156, 157, 197, 212, 214, 216, 218, 220, 222, 224, 226, 228, 230, 231, 232, 234, 236, 238, 240, 242, 244, 246, 248, 250, 147, 156, 157, 198, 212, 214, 216, 218, 220, 222, 224, 226, 228, 230, 232, 233, 234, 236, 238, 240, 242, 244, 246, 248, 250, 148, 156, 157, 199, 212, 214, 216, 218, 220, 222, 224, 226, 228, 230, 232, 234, 235, 236, 238, 240, 242, 244, 246, 248, 250, 149, 156, 157, 200, 212, 214, 216, 218, 220, 222, 224, 226, 228, 230, 232, 234, 236, 237, 238, 240, 242, 244, 246, 248, 250, 150, 156, 157, 201, 212, 214, 216, 218, 220, 222, 224, 226, 228, 230, 232, 234, 236, 238, 239, 240, 242, 244, 246, 248, 250, 151, 156, 157, 202, 212, 214, 216, 218, 220, 222, 224, 226, 228, 230, 232, 234, 236, 238, 240, 241, 242, 244, 246, 248, 250, 152, 156, 157, 203, 212, 214, 216, 218, 220, 222, 224, 226, 228, 230, 232, 234, 236, 238, 240, 242, 243, 244, 246, 248, 250, 153, 156, 157, 204, 212, 214, 216, 218, 220, 222, 224, 226, 228, 230, 232, 234, 236, 238, 240, 242, 244, 245, 246, 248, 250, 154, 156, 157, 205, 212, 214, 216, 218, 220, 222, 224, 226, 228, 230, 232, 234, 236, 238, 240, 242, 244, 246, 247, 248, 250, 155, 156, 157, 206, 212, 214, 216, 218, 220, 222, 224, 226, 228, 230, 232, 234, 236, 238, 240, 242, 244, 246, 248, 249, 250, 156, 157, 212, 214, 216, 218, 220, 222, 224, 226, 228, 230, 232, 234, 236, 238, 240, 242, 244, 246, 248, 250, 251, 136, 156, 187, 213, 215, 217, 219, 221, 223, 225, 227, 229, 231, 233, 235, 237, 239, 241, 243, 245, 247, 249, 251, 24, 157, 209, 212, 214, 216, 218, 220, 222, 224, 226, 228, 230, 232, 234, 236, 238, 240, 242, 244, 246, 248, 250, 25, 157, 160, 210, 212, 214, 216, 218, 220, 222, 224, 226, 228, 230, 232, 234, 236, 238, 240, 242, 244, 246, 248, 250, 157, 162, 211, 188, 207, 208, 212, 213, 214, 216, 218, 220, 222, 224, 226, 228, 230, 232, 234, 236, 238, 240, 242, 244, 246, 248, 250, 253, 189, 207, 208, 212, 214, 215, 216, 218, 220, 222, 224, 226, 228, 230, 232, 234, 236, 238, 240, 242, 244, 246, 248, 250, 254, 190, 207, 208, 212, 214, 216, 217, 218, 220, 222, 224, 226, 228, 230, 232, 234, 236, 238, 240, 242, 244, 246, 248, 250, 255, 191, 207, 208, 212, 214, 216, 218, 219, 220, 222, 224, 226, 228, 230, 232, 234, 236, 238, 240, 242, 244, 246, 248, 250, 256, 192, 207, 208, 212, 214, 216, 218, 220, 221, 222, 224, 226, 228, 230, 232, 234, 236, 238, 240, 242, 244, 246, 248, 250, 257, 193, 207, 208, 212, 214, 216, 218, 220, 222, 223, 224, 226, 228, 230, 232, 234, 236, 238, 240, 242, 244, 246, 248, 250, 258, 194, 207, 208, 212, 214, 216, 218, 220, 222, 224, 225, 226, 228, 230, 232, 234, 236, 238, 240, 242, 244, 246, 248, 250, 259, 195, 207, 208, 212, 214, 216, 218, 220, 222, 224, 226, 227, 228, 230, 232, 234, 236, 238, 240, 242, 244, 246, 248, 250, 260, 196, 207, 208, 212, 214, 216, 218, 220, 222, 224, 226, 228, 229, 230, 232, 234, 236, 238, 240, 242, 244, 246, 248, 250, 261, 197, 207, 208, 212, 214, 216, 218, 220, 222, 224, 226, 228, 230, 231, 232, 234, 236, 238, 240, 242, 244, 246, 248, 250, 262, 198, 207, 208, 212, 214, 216, 218, 220, 222, 224, 226, 228, 230, 232, 233, 234, 236, 238, 240, 242, 244, 246, 248, 250, 263, 199, 207, 208, 212, 214, 216, 218, 220, 222, 224, 226, 228, 230, 232, 234, 235, 236, 238, 240, 242, 244, 246, 248, 250, 264, 200, 207, 208, 212, 214, 216, 218, 220, 222, 224, 226, 228, 230, 232, 234, 236, 237, 238, 240, 242, 244, 246, 248, 250, 265, 201, 207, 208, 212, 214, 216, 218, 220, 222, 224, 226, 228, 230, 232, 234, 236, 238, 239, 240, 242, 244, 246, 248, 250, 266, 202, 207, 208, 212, 214, 216, 218, 220, 222, 224, 226, 228, 230, 232, 234, 236, 238, 240, 241, 242, 244, 246, 248, 250, 267, 203, 207, 208, 212, 214, 216, 218, 220, 222, 224, 226, 228, 230, 232, 234, 236, 238, 240, 242, 243, 244, 246, 248, 250, 268, 204, 207, 208, 212, 214, 216, 218, 220, 222, 224, 226, 228, 230, 232, 234, 236, 238, 240, 242, 244, 245, 246, 248, 250, 269, 205, 207, 208, 212, 214, 216, 218, 220, 222, 224, 226, 228, 230, 232, 234, 236, 238, 240, 242, 244, 246, 247, 248, 250, 270, 206, 207, 208, 212, 214, 216, 218, 220, 222, 224, 226, 228, 230, 232, 234, 236, 238, 240, 242, 244, 246, 248, 249, 250, 271, 207, 208, 212, 214, 216, 218, 220, 222, 224, 226, 228, 230, 232, 234, 236, 238, 240, 242, 244, 246, 248, 250, 251, 187, 207, 213, 215, 217, 219, 221, 223, 225, 227, 229, 231, 233, 235, 237, 239, 241, 243, 245, 247, 249, 251, 252, 208, 209, 208, 210, 274, 208, 211, 301, 253, 272, 273, 303, 254, 272, 273, 304, 255, 272, 273, 305, 256, 272, 273, 306, 257, 272, 273, 307, 258, 272, 273, 308, 259, 272, 273, 309, 260, 272, 273, 310, 261, 272, 273, 311, 262, 272, 273, 312, 263, 272, 273, 313, 264, 272, 273, 314, 265, 272, 273, 315, 266, 272, 273, 316, 267, 272, 273, 317, 268, 272, 273, 318, 269, 272, 273, 319, 270, 272, 273, 320, 271, 272, 273, 321, 272, 273, 252, 272, 302, 273, 300, 323, 273, 274, 324, 273, 301, 325, 303, 322, 327, 304, 322, 328, 305, 322, 329, 306, 322, 330, 307, 322, 331, 308, 322, 332, 309, 322, 333, 310, 322, 334, 311, 322, 335, 312, 322, 336, 313, 322, 337, 314, 322, 338, 315, 322, 339, 316, 322, 340, 317, 322, 341, 318, 322, 342, 319, 322, 343, 320, 322, 344, 321, 322, 345, 322, 302, 322, 326, 323, 26, 324, 325, 350, 276, 295, 296, 327, 351, 352, 353, 355, 357, 359, 361, 363, 365, 367, 369, 371, 373, 375, 377, 379, 381, 383, 385, 387, 389, 277, 295, 296, 328, 351, 353, 354, 355, 357, 359, 361, 363, 365, 367, 369, 371, 373, 375, 377, 379, 381, 383, 385, 387, 389, 278, 295, 296, 329, 351, 353, 355, 356, 357, 359, 361, 363, 365, 367, 369, 371, 373, 375, 377, 379, 381, 383, 385, 387, 389, 279, 295, 296, 330, 351, 353, 355, 357, 358, 359, 361, 363, 365, 367, 369, 371, 373, 375, 377, 379, 381, 383, 385, 387, 389, 280, 295, 296, 331, 351, 353, 355, 357, 359, 360, 361, 363, 365, 367, 369, 371, 373, 375, 377, 379, 381, 383, 385, 387, 389, 281, 295, 296, 332, 351, 353, 355, 357, 359, 361, 362, 363, 365, 367, 369, 371, 373, 375, 377, 379, 381, 383, 385, 387, 389, 282, 295, 296, 333, 351, 353, 355, 357, 359, 361, 363, 364, 365, 367, 369, 371, 373, 375, 377, 379, 381, 383, 385, 387, 389, 283, 295, 296, 334, 351, 353, 355, 357, 359, 361, 363, 365, 366, 367, 369, 371, 373, 375, 377, 379, 381, 383, 385, 387, 389, 284, 295, 296, 335, 351, 353, 355, 357, 359, 361, 363, 365, 367, 368, 369, 371, 373, 375, 377, 379, 381, 383, 385, 387, 389, 285, 295, 296, 336, 351, 353, 355, 357, 359, 361, 363, 365, 367, 369, 370, 371, 373, 375, 377, 379, 381, 383, 385, 387, 389, 286, 295, 296, 337, 351, 353, 355, 357, 359, 361, 363, 365, 367, 369, 371, 372, 373, 375, 377, 379, 381, 383, 385, 387, 389, 287, 295, 296, 338, 351, 353, 355, 357, 359, 361, 363, 365, 367, 369, 371, 373, 374, 375, 377, 379, 381, 383, 385, 387, 389, 288, 295, 296, 339, 351, 353, 355, 357, 359, 361, 363, 365, 367, 369, 371, 373, 375, 376, 377, 379, 381, 383, 385, 387, 389, 289, 295, 296, 340, 351, 353, 355, 357, 359, 361, 363, 365, 367, 369, 371, 373, 375, 377, 378, 379, 381, 383, 385, 387, 389, 290, 295, 296, 341, 351, 353, 355, 357, 359, 361, 363, 365, 367, 369, 371, 373, 375, 377, 379, 380, 381, 383, 385, 387, 389, 291, 295, 296, 342, 351, 353, 355, 357, 359, 361, 363, 365, 367, 369, 371, 373, 375, 377, 379, 381, 382, 383, 385, 387, 389, 292, 295, 296, 343, 351, 353, 355, 357, 359, 361, 363, 365, 367, 369, 371, 373, 375, 377, 379, 381, 383, 384, 385, 387, 389, 293, 295, 296, 344, 351, 353, 355, 357, 359, 361, 363, 365, 367, 369, 371, 373, 375, 377, 379, 381, 383, 385, 386, 387, 389, 294, 295, 296, 345, 351, 353, 355, 357, 359, 361, 363, 365, 367, 369, 371, 373, 375, 377, 379, 381, 383, 385, 387, 388, 389, 295, 296, 351, 353, 355, 357, 359, 361, 363, 365, 367, 369, 371, 373, 375, 377, 379, 381, 383, 385, 387, 389, 390, 275, 295, 326, 352, 354, 356, 358, 360, 362, 364, 366, 368, 370, 372, 374, 376, 378, 380, 382, 384, 386, 388, 390, 27, 296, 348, 351, 353, 355, 357, 359, 361, 363, 365, 367, 369, 371, 373, 375, 377, 379, 381, 383, 385, 387, 389, 28, 296, 299, 349, 351, 353, 355, 357, 359, 361, 363, 365, 367, 369, 371, 373, 375, 377, 379, 381, 383, 385, 387, 389, 296, 301, 350, 327, 346, 347, 351, 352, 353, 355, 357, 359, 361, 363, 365, 367, 369, 371, 373, 375, 377, 379, 381, 383, 385, 387, 389, 392, 328, 346, 347, 351, 353, 354, 355, 357, 359, 361, 363, 365, 367, 369, 371, 373, 375, 377, 379, 381, 383, 385, 387, 389, 393, 329, 346, 347, 351, 353, 355, 356, 357, 359, 361, 363, 365, 367, 369, 371, 373, 375, 377, 379, 381, 383, 385, 387, 389, 394, 330, 346, 347, 351, 353, 355, 357, 358, 359, 361, 363, 365, 367, 369, 371, 373, 375, 377, 379, 381, 383, 385, 387, 389, 395, 331, 346, 347, 351, 353, 355, 357, 359, 360, 361, 363, 365, 367, 369, 371, 373, 375, 377, 379, 381, 383, 385, 387, 389, 396, 332, 346, 347, 351, 353, 355, 357, 359, 361, 362, 363, 365, 367, 369, 371, 373, 375, 377, 379, 381, 383, 385, 387, 389, 397, 333, 346, 347, 351, 353, 355, 357, 359, 361, 363, 364, 365, 367, 369, 371, 373, 375, 377, 379, 381, 383, 385, 387, 389, 398, 334, 346, 347, 351, 353, 355, 357, 359, 361, 363, 365, 366, 367, 369, 371, 373, 375, 377, 379, 381, 383, 385, 387, 389, 399, 335, 346, 347, 351, 353, 355, 357, 359, 361, 363, 365, 367, 368, 369, 371, 373, 375, 377, 379, 381, 383, 385, 387, 389, 400, 336, 346, 347, 351, 353, 355, 357, 359, 361, 363, 365, 367, 369, 370, 371, 373, 375, 377, 379, 381, 383, 385, 387, 389, 401, 337, 346, 347, 351, 353, 355, 357, 359, 361, 363, 365, 367, 369, 371, 372, 373, 375, 377, 379, 381, 383, 385, 387, 389, 402, 338, 346, 347, 351, 353, 355, 357, 359, 361, 363, 365, 367, 369, 371, 373, 374, 375, 377, 379, 381, 383, 385, 387, 389, 403, 339, 346, 347, 351, 353, 355, 357, 359, 361, 363, 365, 367, 369, 371, 373, 375, 376, 377, 379, 381, 383, 385, 387, 389, 404, 340, 346, 347, 351, 353, 355, 357, 359, 361, 363, 365, 367, 369, 371, 373, 375, 377, 378, 379, 381, 383, 385, 387, 389, 405, 341, 346, 347, 351, 353, 355, 357, 359, 361, 363, 365, 367, 369, 371, 373, 375, 377, 379, 380, 381, 383, 385, 387, 389, 406, 342, 346, 347, 351, 353, 355, 357, 359, 361, 363, 365, 367, 369, 371, 373, 375, 377, 379, 381, 382, 383, 385, 387, 389, 407, 343, 346, 347, 351, 353, 355, 357, 359, 361, 363, 365, 367, 369, 371, 373, 375, 377, 379, 381, 383, 384, 385, 387, 389, 408, 344, 346, 347, 351, 353, 355, 357, 359, 361, 363, 365, 367, 369, 371, 373, 375, 377, 379, 381, 383, 385, 386, 387, 389, 409, 345, 346, 347, 351, 353, 355, 357, 359, 361, 363, 365, 367, 369, 371, 373, 375, 377, 379, 381, 383, 385, 387, 388, 389, 410, 346, 347, 351, 353, 355, 357, 359, 361, 363, 365, 367, 369, 371, 373, 375, 377, 379, 381, 383, 385, 387, 389, 390, 326, 346, 352, 354, 356, 358, 360, 362, 364, 366, 368, 370, 372, 374, 376, 378, 380, 382, 384, 386, 388, 390, 391, 347, 348, 412, 347, 349, 413, 347, 350, 414, 392, 411, 416, 393, 411, 417, 394, 411, 418, 395, 411, 419, 396, 411, 420, 397, 411, 421, 398, 411, 422, 399, 411, 423, 400, 411, 424, 401, 411, 425, 402, 411, 426, 403, 411, 427, 404, 411, 428, 405, 411, 429, 406, 411, 430, 407, 411, 431, 408, 411, 432, 409, 411, 433, 410, 411, 434, 411, 391, 411, 415, 412, 29, 413, 414, 441, 137, 158, 159, 1408, 138, 158, 159, 1409, 139, 158, 159, 1410, 140, 158, 159, 1411, 141, 158, 159, 1412, 142, 158, 159, 1413, 143, 158, 159, 1414, 144, 158, 159, 1415, 145, 158, 159, 1416, 146, 158, 159, 1417, 147, 158, 159, 1418, 148, 158, 159, 1419, 149, 158, 159, 1420, 150, 158, 159, 1421, 151, 158, 159, 1422, 152, 158, 159, 1423, 153, 158, 159, 1424, 154, 158, 159, 1425, 155, 158, 159, 1426, 158, 159, 136, 158, 1407, 159, 161, 159, 160, 1429, 159, 162, 1430, 276, 297, 298, 1408, 277, 297, 298, 1409, 278, 297, 298, 1410, 279, 297, 298, 1411, 280, 297, 298, 1412, 281, 297, 298, 1413, 282, 297, 298, 1414, 283, 297, 298, 1415, 284, 297, 298, 1416, 285, 297, 298, 1417, 286, 297, 298, 1418, 287, 297, 298, 1419, 288, 297, 298, 1420, 289, 297, 298, 1421, 290, 297, 298, 1422, 291, 297, 298, 1423, 292, 297, 298, 1424, 293, 297, 298, 1425, 294, 297, 298, 1426, 297, 298, 275, 297, 1407, 298, 300, 298, 299, 1429, 298, 301, 1430, 1408, 1427, 1428, 1453, 1409, 1427, 1428, 1454, 1410, 1427, 1428, 1455, 1411, 1427, 1428, 1456, 1412, 1427, 1428, 1457, 1413, 1427, 1428, 1458, 1414, 1427, 1428, 1459, 1415, 1427, 1428, 1460, 1416, 1427, 1428, 1461, 1417, 1427, 1428, 1462, 1418, 1427, 1428, 1463, 1419, 1427, 1428, 1464, 1420, 1427, 1428, 1465, 1421, 1427, 1428, 1466, 1422, 1427, 1428, 1467, 1423, 1427, 1428, 1468, 1424, 1427, 1428, 1469, 1425, 1427, 1428, 1470, 1426, 1427, 1428, 1471, 1427, 1428, 1407, 1427, 1452, 1428, 1428, 1429, 1474, 1428, 1430, 1476, 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212, 213, 214, 215, 216, 217, 218, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 229, 230, 231, 232, 233, 234, 235, 236, 237, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 250, 251, 58, 300, 324, 350, 351, 352, 353, 354, 355, 356, 357, 358, 359, 360, 361, 362, 363, 364, 365, 366, 367, 368, 369, 370, 371, 372, 373, 374, 375, 376, 377, 378, 379, 380, 381, 382, 383, 384, 385, 386, 387, 388, 389, 390, 413, 441, 442, 443, 444, 445, 446, 447, 448, 449, 450, 451, 452, 453, 454, 455, 456, 457, 458, 459, 460, 461, 462, 463, 464, 465, 466, 467, 468, 469, 470, 471, 472, 473, 474, 475, 476, 477, 478, 479, 480, 481, 536, 537, 538, 539, 540, 541, 542, 543, 544, 545, 546, 547, 548, 549, 550, 551, 552, 553, 554, 555, 556, 557, 558, 559, 560, 561, 562, 563, 564, 565, 566, 567, 568, 569, 570, 571, 572, 573, 574, 575, 576, 603, 604, 605, 606, 607, 608, 609, 610, 611, 612, 613, 614, 615, 616, 617, 618, 619, 620, 621, 622, 623, 624, 625, 626, 627, 628, 629, 630, 631, 632, 633, 634, 635, 636, 637, 638, 639, 640, 641, 642, 643, 670, 671, 672, 673, 674, 675, 676, 677, 678, 679, 680, 681, 682, 683, 684, 685, 686, 687, 688, 689, 690, 691, 692, 693, 694, 695, 696, 697, 698, 699, 700, 701, 702, 703, 704, 705, 706, 707, 708, 709, 710, 737, 738, 739, 740, 741, 742, 743, 744, 745, 746, 747, 748, 749, 750, 751, 752, 753, 754, 755, 756, 757, 758, 759, 760, 761, 762, 763, 764, 765, 766, 767, 768, 769, 770, 771, 772, 773, 774, 775, 776, 777, 804, 805, 806, 807, 808, 809, 810, 811, 812, 813, 814, 815, 816, 817, 818, 819, 820, 821, 822, 823, 824, 825, 826, 827, 828, 829, 830, 831, 832, 833, 834, 835, 836, 837, 838, 839, 840, 841, 842, 843, 844, 869, 870, 871, 872, 873, 874, 875, 876, 877, 878, 879, 880, 881, 882, 883, 884, 885, 886, 887, 888, 889, 890, 891, 892, 893, 894, 895, 896, 897, 898, 899, 900, 901, 902, 903, 904, 905, 906, 907, 908, 909, 960, 961, 962, 963, 964, 965, 966, 967, 968, 969, 970, 971, 972, 973, 974, 975, 976, 977, 978, 979, 980, 981, 982, 983, 984, 985, 986, 987, 988, 989, 990, 991, 992, 993, 994, 995, 996, 997, 998, 999, 1000, 1027, 1028, 1029, 1030, 1031, 1032, 1033, 1034, 1035, 1036, 1037, 1038, 1039, 1040, 1041, 1042, 1043, 1044, 1045, 1046, 1047, 1048, 1049, 1050, 1051, 1052, 1053, 1054, 1055, 1056, 1057, 1058, 1059, 1060, 1061, 1062, 1063, 1064, 1065, 1066, 1067, 1094, 1095, 1096, 1097, 1098, 1099, 1100, 1101, 1102, 1103, 1104, 1105, 1106, 1107, 1108, 1109, 1110, 1111, 1112, 1113, 1114, 1115, 1116, 1117, 1118, 1119, 1120, 1121, 1122, 1123, 1124, 1125, 1126, 1127, 1128, 1129, 1130, 1131, 1132, 1133, 1134, 1161, 1162, 1163, 1164, 1165, 1166, 1167, 1168, 1169, 1170, 1171, 1172, 1173, 1174, 1175, 1176, 1177, 1178, 1179, 1180, 1181, 1182, 1183, 1184, 1185, 1186, 1187, 1188, 1189, 1190, 1191, 1192, 1193, 1194, 1195, 1196, 1197, 1198, 1199, 1200, 1201, 1228, 1229, 1230, 1231, 1232, 1233, 1234, 1235, 1236, 1237, 1238, 1239, 1240, 1241, 1242, 1243, 1244, 1245, 1246, 1247, 1248, 1249, 1250, 1251, 1252, 1253, 1254, 1255, 1256, 1257, 1258, 1259, 1260, 1261, 1262, 1263, 1264, 1265, 1266, 1267, 1268, 1293, 1294, 1295, 1296, 1297, 1298, 1299, 1300, 1301, 1302, 1303, 1304, 1305, 1306, 1307, 1308, 1309, 1310, 1311, 1312, 1313, 1314, 1315, 1316, 1317, 1318, 1319, 1320, 1321, 1322, 1323, 1324, 1325, 1326, 1327, 1328, 1329, 1330, 1331, 1332, 1333, 59, 1377, 1356, 1357, 1358, 1359, 1360, 1361, 1362, 1363, 1364, 1365, 1366, 1367, 1368, 1369, 1370, 1371, 1372, 1373, 1374, 1375, 1376, 1377, 1406, 60, 1475, ]; let colst = vec![ 0, 4, 8, 12, 16, 20, 24, 28, 32, 36, 40, 44, 48, 52, 56, 60, 64, 68, 72, 76, 79, 81, 83, 86, 88, 92, 96, 100, 104, 108, 112, 116, 120, 124, 128, 132, 136, 140, 144, 148, 152, 156, 160, 164, 166, 169, 170, 173, 176, 180, 184, 188, 192, 196, 200, 204, 208, 212, 216, 220, 224, 228, 232, 236, 240, 244, 248, 252, 254, 257, 259, 262, 265, 269, 273, 277, 281, 285, 289, 293, 297, 301, 305, 309, 313, 317, 321, 325, 329, 333, 337, 341, 343, 346, 349, 352, 355, 358, 361, 364, 367, 370, 373, 376, 379, 382, 385, 388, 391, 394, 397, 400, 403, 406, 409, 412, 413, 416, 417, 419, 421, 446, 471, 496, 521, 546, 571, 596, 621, 646, 671, 696, 721, 746, 771, 796, 821, 846, 871, 896, 919, 942, 965, 989, 992, 1017, 1042, 1067, 1092, 1117, 1142, 1167, 1192, 1217, 1242, 1267, 1292, 1317, 1342, 1367, 1392, 1417, 1442, 1467, 1490, 1513, 1515, 1518, 1521, 1525, 1529, 1533, 1537, 1541, 1545, 1549, 1553, 1557, 1561, 1565, 1569, 1573, 1577, 1581, 1585, 1589, 1593, 1597, 1599, 1602, 1605, 1608, 1611, 1614, 1617, 1620, 1623, 1626, 1629, 1632, 1635, 1638, 1641, 1644, 1647, 1650, 1653, 1656, 1659, 1662, 1665, 1668, 1669, 1672, 1673, 1675, 1677, 1702, 1727, 1752, 1777, 1802, 1827, 1852, 1877, 1902, 1927, 1952, 1977, 2002, 2027, 2052, 2077, 2102, 2127, 2152, 2175, 2198, 2221, 2245, 2248, 2273, 2298, 2323, 2348, 2373, 2398, 2423, 2448, 2473, 2498, 2523, 2548, 2573, 2598, 2623, 2648, 2673, 2698, 2723, 2746, 2769, 2772, 2775, 2778, 2781, 2784, 2787, 2790, 2793, 2796, 2799, 2802, 2805, 2808, 2811, 2814, 2817, 2820, 2823, 2826, 2829, 2832, 2835, 2836, 2839, 2840, 2842, 2844, 2848, 2852, 2856, 2860, 2864, 2868, 2872, 2876, 2880, 2884, 2888, 2892, 2896, 2900, 2904, 2908, 2912, 2916, 2920, 2922, 2925, 2927, 2930, 2933, 2937, 2941, 2945, 2949, 2953, 2957, 2961, 2965, 2969, 2973, 2977, 2981, 2985, 2989, 2993, 2997, 3001, 3005, 3009, 3011, 3014, 3016, 3019, 3022, 3026, 3030, 3034, 3038, 3042, 3046, 3050, 3054, 3058, 3062, 3066, 3070, 3074, 3078, 3082, 3086, 3090, 3094, 3098, 3100, 3103, 3104, 3107, 3110, 3113, 3116, 3119, 3122, 3125, 3128, 3131, 3134, 3137, 3140, 3143, 3146, 3149, 3152, 3155, 3158, 3161, 3164, 3167, 3169, 3171, 3173, 3175, 3177, 3203, 3229, 3255, 3281, 3307, 3333, 3359, 3385, 3411, 3437, 3463, 3489, 3515, 3541, 3567, 3593, 3619, 3645, 3671, 3695, 3718, 3722, 3726, 3730, 3732, 3734, 3736, 3738, 3740, 3742, 3744, 3746, 3748, 3750, 3752, 3754, 3756, 3758, 3760, 3762, 3764, 3766, 3768, 3769, 3771, 3772, 3773, 3774, 3778, 3782, 3786, 3790, 3794, 3798, 3802, 3806, 3810, 3814, 3818, 3822, 3826, 3830, 3834, 3838, 3842, 3846, 3850, 3852, 3855, 3856, 3858, 3861, 3865, 3869, 3873, 3877, 3881, 3885, 3889, 3893, 3897, 3901, 3905, 3909, 3913, 3917, 3921, 3925, 3929, 3933, 3937, 3939, 3942, 3944, 3947, 3950, 3954, 3958, 3962, 3966, 3970, 3974, 3978, 3982, 3986, 3990, 3994, 3998, 4002, 4006, 4010, 4014, 4018, 4022, 4026, 4028, 4031, 4033, 4036, 4039, 4064, 4089, 4114, 4139, 4164, 4189, 4214, 4239, 4264, 4289, 4314, 4339, 4364, 4389, 4414, 4439, 4464, 4489, 4514, 4537, 4560, 4583, 4607, 4610, 4635, 4660, 4685, 4710, 4735, 4760, 4785, 4810, 4835, 4860, 4885, 4910, 4935, 4960, 4985, 5010, 5035, 5060, 5085, 5108, 5131, 5133, 5136, 5139, 5143, 5147, 5151, 5155, 5159, 5163, 5167, 5171, 5175, 5179, 5183, 5187, 5191, 5195, 5199, 5203, 5207, 5211, 5215, 5217, 5220, 5221, 5223, 5226, 5251, 5276, 5301, 5326, 5351, 5376, 5401, 5426, 5451, 5476, 5501, 5526, 5551, 5576, 5601, 5626, 5651, 5676, 5701, 5724, 5747, 5749, 5751, 5754, 5779, 5804, 5829, 5854, 5879, 5904, 5929, 5954, 5979, 6004, 6029, 6054, 6079, 6104, 6129, 6154, 6179, 6204, 6229, 6252, 6275, 6298, 6321, 6324, 6349, 6374, 6399, 6424, 6449, 6474, 6499, 6524, 6549, 6574, 6599, 6624, 6649, 6674, 6699, 6724, 6749, 6774, 6799, 6822, 6845, 6847, 6850, 6853, 6878, 6903, 6928, 6953, 6978, 7003, 7028, 7053, 7078, 7103, 7128, 7153, 7178, 7203, 7228, 7253, 7278, 7303, 7328, 7351, 7374, 7397, 7420, 7423, 7427, 7431, 7435, 7439, 7443, 7447, 7451, 7455, 7459, 7463, 7467, 7471, 7475, 7479, 7483, 7487, 7491, 7495, 7499, 7501, 7504, 7505, 7507, 7510, 7535, 7560, 7585, 7610, 7635, 7660, 7685, 7710, 7735, 7760, 7785, 7810, 7835, 7860, 7885, 7910, 7935, 7960, 7985, 8008, 8031, 8054, 8078, 8081, 8106, 8131, 8156, 8181, 8206, 8231, 8256, 8281, 8306, 8331, 8356, 8381, 8406, 8431, 8456, 8481, 8506, 8531, 8556, 8579, 8602, 8604, 8606, 8609, 8634, 8659, 8684, 8709, 8734, 8759, 8784, 8809, 8834, 8859, 8884, 8909, 8934, 8959, 8984, 9009, 9034, 9059, 9084, 9107, 9130, 9153, 9176, 9179, 9204, 9229, 9254, 9279, 9304, 9329, 9354, 9379, 9404, 9429, 9454, 9479, 9504, 9529, 9554, 9579, 9604, 9629, 9654, 9677, 9700, 9702, 9704, 9707, 9732, 9757, 9782, 9807, 9832, 9857, 9882, 9907, 9932, 9957, 9982, 10007, 10032, 10057, 10082, 10107, 10132, 10157, 10182, 10205, 10228, 10251, 10274, 10277, 10302, 10327, 10352, 10377, 10402, 10427, 10452, 10477, 10502, 10527, 10552, 10577, 10602, 10627, 10652, 10677, 10702, 10727, 10752, 10775, 10798, 10800, 10802, 10805, 10830, 10855, 10880, 10905, 10930, 10955, 10980, 11005, 11030, 11055, 11080, 11105, 11130, 11155, 11180, 11205, 11230, 11255, 11280, 11303, 11326, 11349, 11372, 11375, 11400, 11425, 11450, 11475, 11500, 11525, 11550, 11575, 11600, 11625, 11650, 11675, 11700, 11725, 11750, 11775, 11800, 11825, 11850, 11873, 11896, 11898, 11900, 11903, 11928, 11953, 11978, 12003, 12028, 12053, 12078, 12103, 12128, 12153, 12178, 12203, 12228, 12253, 12278, 12303, 12328, 12353, 12378, 12401, 12424, 12447, 12470, 12473, 12498, 12523, 12548, 12573, 12598, 12623, 12648, 12673, 12698, 12723, 12748, 12773, 12798, 12823, 12848, 12873, 12898, 12923, 12948, 12971, 12994, 12996, 12998, 13001, 13026, 13051, 13076, 13101, 13126, 13151, 13176, 13201, 13226, 13251, 13276, 13301, 13326, 13351, 13376, 13401, 13426, 13451, 13476, 13499, 13522, 13545, 13568, 13571, 13596, 13621, 13646, 13671, 13696, 13721, 13746, 13771, 13796, 13821, 13846, 13871, 13896, 13921, 13946, 13971, 13996, 14021, 14046, 14069, 14092, 14094, 14096, 14099, 14124, 14149, 14174, 14199, 14224, 14249, 14274, 14299, 14324, 14349, 14374, 14399, 14424, 14449, 14474, 14499, 14524, 14549, 14574, 14597, 14620, 14643, 14666, 14669, 14694, 14719, 14744, 14769, 14794, 14819, 14844, 14869, 14894, 14919, 14944, 14969, 14994, 15019, 15044, 15069, 15094, 15119, 15144, 15167, 15190, 15192, 15194, 15197, 15222, 15247, 15272, 15297, 15322, 15347, 15372, 15397, 15422, 15447, 15472, 15497, 15522, 15547, 15572, 15597, 15622, 15647, 15672, 15695, 15718, 15741, 15764, 15767, 15792, 15817, 15842, 15867, 15892, 15917, 15942, 15967, 15992, 16017, 16042, 16067, 16092, 16117, 16142, 16167, 16192, 16217, 16242, 16265, 16288, 16290, 16292, 16295, 16320, 16345, 16370, 16395, 16420, 16445, 16470, 16495, 16520, 16545, 16570, 16595, 16620, 16645, 16670, 16695, 16720, 16745, 16770, 16793, 16816, 16839, 16862, 16865, 16890, 16915, 16940, 16965, 16990, 17015, 17040, 17065, 17090, 17115, 17140, 17165, 17190, 17215, 17240, 17265, 17290, 17315, 17340, 17363, 17386, 17388, 17390, 17393, 17417, 17441, 17465, 17489, 17513, 17537, 17561, 17585, 17609, 17633, 17657, 17681, 17705, 17729, 17753, 17777, 17801, 17825, 17849, 17872, 17894, 17917, 17940, 17942, 17943, 17945, 17946, 17947, 17949, 17951, 17953, 17955, 17957, 17959, 17961, 17963, 17965, 17967, 17969, 17971, 17973, 17975, 17977, 17979, 17981, 17983, 17985, 17987, 17989, 17990, 17991, 17993, 17995, 17997, 17999, 18001, 18003, 18005, 18007, 18009, 18011, 18013, 18015, 18017, 18019, 18021, 18023, 18025, 18027, 18029, 18031, 18032, 18033, 18035, 18037, 18039, 18041, 18043, 18045, 18047, 18049, 18051, 18053, 18055, 18057, 18059, 18061, 18063, 18065, 18067, 18069, 18071, 18073, 18074, 18076, 18078, 18080, 18082, 18084, 18086, 18088, 18090, 18092, 18094, 18096, 18098, 18100, 18102, 18104, 18106, 18108, 18110, 18112, 18114, 18115, 18117, 18119, 18121, 18123, 18125, 18127, 18129, 18131, 18133, 18135, 18137, 18139, 18141, 18143, 18145, 18147, 18149, 18151, 18153, 18155, 18156, 18158, 18160, 18162, 18164, 18166, 18168, 18170, 18172, 18174, 18176, 18178, 18180, 18182, 18184, 18186, 18188, 18190, 18192, 18194, 18196, 18197, 18199, 18201, 18203, 18205, 18207, 18209, 18211, 18213, 18215, 18217, 18219, 18221, 18223, 18225, 18227, 18229, 18231, 18233, 18235, 18237, 18238, 18240, 18242, 18244, 18246, 18248, 18250, 18252, 18254, 18256, 18258, 18260, 18262, 18264, 18266, 18268, 18270, 18272, 18274, 18276, 18278, 18279, 18281, 18283, 18285, 18287, 18289, 18291, 18293, 18295, 18297, 18299, 18301, 18303, 18305, 18307, 18309, 18311, 18313, 18315, 18317, 18319, 18320, 18322, 18324, 18326, 18328, 18330, 18332, 18334, 18336, 18338, 18340, 18342, 18344, 18346, 18348, 18350, 18352, 18354, 18356, 18358, 18360, 18361, 18363, 18365, 18367, 18369, 18371, 18373, 18375, 18377, 18379, 18381, 18383, 18385, 18387, 18389, 18391, 18393, 18395, 18397, 18399, 18401, 18402, 18404, 18406, 18408, 18410, 18412, 18414, 18416, 18418, 18420, 18422, 18424, 18426, 18428, 18430, 18432, 18434, 18436, 18438, 18440, 18442, 18443, 18445, 18447, 18449, 18451, 18453, 18455, 18457, 18459, 18461, 18463, 18465, 18467, 18469, 18471, 18473, 18475, 18477, 18479, 18481, 18483, 18484, 18486, 18488, 18490, 18492, 18494, 18496, 18498, 18500, 18502, 18504, 18506, 18508, 18510, 18512, 18514, 18516, 18518, 18520, 18522, 18524, 18525, 18527, 18529, 18531, 18533, 18535, 18537, 18539, 18541, 18543, 18545, 18547, 18549, 18551, 18553, 18555, 18557, 18559, 18561, 18563, 18565, 18567, 18589, 18590, 18592, ]; let nz = vec![ -1.0, 0.947976098819, 0.999999957331, 0.0026183635903, -1.0, 0.682263602037, 0.999999954206, 0.00111738665827, -1.0, 1.0, 0.999999948593, 0.00227761242926, -1.0, 1.0, 0.999999951654, 0.00176304741968, -1.0, 0.999999994608, 0.99999995951, 0.00193211057024, -1.0, 1.0, 0.999999976443, 0.00269190757248, -1.0, 1.0, 0.999999950105, 0.00247357613436, -1.0, 1.0, 0.99999995699, 0.00283913750398, -1.0, 1.0, 0.999999945541, 0.00263093952491, -1.0, 0.999999999409, 1.0, 0.00318317131112, -1.0, 1.0, 0.999999996341, 0.00284550808338, -1.0, 1.0, 0.999999996341, 0.00343711581928, -1.0, 1.0, 0.999999414265, 0.0015011431945, -1.0, 1.0, 0.999999996341, 0.00386725123146, -1.0, 1.0, 0.999999996341, 0.00411744690822, -1.0, 1.0, 0.999999996341, 0.00336949655326, -1.0, 1.0, 0.999999996341, 0.00330517639608, -1.0, 1.0, 0.999999414265, 0.00365173240578, -1.0, 1.0, 0.999999996341, 0.00363622695039, -1.0, 0.999999996341, 0.00365618780537, 0.999999964667, -0.999999948593, -1.0, 1.0, -1.0, -0.0406042553141, 1.0, -0.00815807963122, 1.0, -0.961044170577, 0.99999987073, 0.00259490828773, -1.0, -0.790653591723, 0.999999886521, 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