use crate::util::*; use approx::*; use blas_array2::blas2::gemv::GEMV; use blas_array2::prelude::*; use num_complex::*; #[cfg(test)] mod valid { use super::*; macro_rules! test_macro { ( $test_name: ident: $attr: ident, $F:ty, ($($a_slc: expr),+), ($($x_slc: expr),+), ($($y_slc: expr),+), $a_layout: expr, $trans: expr ) => { #[test] #[$attr] fn $test_name() { type RT = <$F as BLASFloat>::RealFloat; let alpha = <$F>::rand(); let beta = <$F>::rand(); let a_raw = random_matrix(100, 100, $a_layout.into()); let x_raw = random_array(100); let mut y_raw = random_array(100); let a_slc = slice($($a_slc),+); let x_slc = slice_1d($($x_slc),+); let y_slc = slice_1d($($y_slc),+); let a_naive = transpose(&a_raw.slice(a_slc), $trans.try_into().unwrap()); let x_naive = x_raw.slice(x_slc).into_owned(); let mut y_naive = y_raw.clone(); let y_bare = alpha * gemv(&a_naive.view(), &x_naive.view()); let y_assign = &y_bare + beta * &y_naive.slice(&y_slc); y_naive.slice_mut(y_slc).assign(&y_assign); // mut_view let y_out = GEMV::default() .a(a_raw.slice(a_slc)) .x(x_raw.slice(x_slc)) .y(y_raw.slice_mut(y_slc)) .trans($trans) .alpha(alpha) .beta(beta) .run() .unwrap(); if let ArrayOut1::ViewMut(_) = y_out { let err = (&y_naive - &y_raw).mapv(|x| x.abs()).sum(); let acc = y_naive.view().mapv(|x| x.abs()).sum() as RT; let err_div = err / acc; assert_abs_diff_eq!(err_div, 0.0, epsilon=4.0 * RT::EPSILON); } else { panic!("Failed"); } // owned let y_out = GEMV::default() .a(a_raw.slice(a_slc)) .x(x_raw.slice(x_slc)) .trans($trans) .alpha(alpha) .beta(beta) .run() .unwrap(); if let ArrayOut1::Owned(y_out) = y_out { let err = (&y_bare - &y_out).mapv(|x| x.abs()).sum(); let acc = y_bare.view().mapv(|x| x.abs()).sum() as RT; let err_div = err / acc; assert_abs_diff_eq!(err_div, 0.0, epsilon=4.0 * RT::EPSILON); } else { panic!("Failed"); } } }; } test_macro!(test_000: inline, f32, (7, 8, 1, 1), (8, 1), (7, 1), 'R', 'N'); test_macro!(test_001: inline, f32, (7, 8, 1, 1), (8, 1), (7, 1), 'C', 'N'); test_macro!(test_002: inline, f32, (7, 8, 1, 1), (7, 3), (8, 3), 'R', 'T'); test_macro!(test_003: inline, f32, (7, 8, 3, 3), (7, 1), (8, 3), 'C', 'T'); test_macro!(test_004: inline, f32, (7, 8, 3, 3), (7, 3), (8, 1), 'R', 'C'); test_macro!(test_005: inline, f32, (7, 8, 3, 3), (7, 3), (8, 3), 'C', 'C'); test_macro!(test_006: inline, f64, (7, 8, 1, 1), (7, 1), (8, 3), 'C', 'C'); test_macro!(test_007: inline, f64, (7, 8, 1, 3), (7, 1), (8, 1), 'C', 'T'); test_macro!(test_008: inline, f64, (7, 8, 1, 3), (7, 3), (8, 1), 'R', 'T'); test_macro!(test_009: inline, f64, (7, 8, 3, 1), (7, 1), (8, 1), 'R', 'C'); test_macro!(test_010: inline, f64, (7, 8, 3, 1), (8, 3), (7, 3), 'R', 'N'); test_macro!(test_011: inline, f64, (7, 8, 3, 3), (8, 3), (7, 3), 'C', 'N'); test_macro!(test_012: inline, c32, (7, 8, 1, 1), (7, 3), (8, 1), 'C', 'C'); test_macro!(test_013: inline, c32, (7, 8, 1, 3), (7, 1), (8, 3), 'C', 'C'); test_macro!(test_014: inline, c32, (7, 8, 1, 3), (8, 3), (7, 3), 'R', 'N'); test_macro!(test_015: inline, c32, (7, 8, 3, 1), (7, 1), (8, 3), 'R', 'T'); test_macro!(test_016: inline, c32, (7, 8, 3, 1), (8, 3), (7, 1), 'C', 'N'); test_macro!(test_017: inline, c32, (7, 8, 3, 3), (7, 1), (8, 1), 'R', 'T'); test_macro!(test_018: inline, c64, (7, 8, 1, 1), (7, 3), (8, 3), 'C', 'T'); test_macro!(test_019: inline, c64, (7, 8, 1, 3), (8, 1), (7, 3), 'R', 'N'); test_macro!(test_020: inline, c64, (7, 8, 1, 3), (7, 3), (8, 1), 'R', 'C'); test_macro!(test_021: inline, c64, (7, 8, 3, 1), (7, 1), (8, 3), 'R', 'C'); test_macro!(test_022: inline, c64, (7, 8, 3, 1), (7, 3), (8, 1), 'C', 'T'); test_macro!(test_023: inline, c64, (7, 8, 3, 3), (8, 1), (7, 1), 'C', 'N'); }