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TheRock/rocm-libraries/projects/rocsparse/clients/tests/test_spmv_csc.yaml
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635 lines
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YAML

# ########################################################################
# Copyright (C) 2022-2025 Advanced Micro Devices, Inc. All rights Reserved.
#
# Permission is hereby granted, free of charge, to any person obtaining a copy
# of this software and associated documentation files (the "Software"), to deal
# in the Software without restriction, including without limitation the rights
# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
# copies of the Software, and to permit persons to whom the Software is
# furnished to do so, subject to the following conditions:
#
# The above copyright notice and this permission notice shall be included in
# all copies or substantial portions of the Software.
#
# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
# THE SOFTWARE.
#
# ########################################################################
---
include: rocsparse_common.yaml
Definitions:
- &alpha_beta_range_quick
- { alpha: 1.0, beta: -1.0, alphai: 1.0, betai: -0.5 }
- &alpha_beta_range_checkin
- { alpha: 0.0, beta: 1.0, alphai: 1.5, betai: 0.5 }
- &alpha_beta_range_half_checkin
- { alpha: 0.0, beta: 1.0, alphai: 1.5, betai: 0.5 }
- { alpha: 1.0, beta: 1.0, alphai: 2.0, betai: -0.5 }
- &alpha_beta_range_nightly
- { alpha: -0.5, beta: 0.5, alphai: 1.0, betai: -0.5 }
- { alpha: -1.0, beta: -0.5, alphai: 0.0, betai: 0.0 }
- &M_N_range_quick
- { M: 12, N: 12 }
- &M_N_range_checkin
- { M: 0, N: 0 }
- &M_N_range_nightly
- { M: 10354, N: 10354 }
- { M: 31057, N: 31057 }
- { M: 38564, N: 38564 }
- { M: 56748, N: 56748 }
- { M: 237462, N: 237462 }
- { M: 457294, N: 457294 }
- { M: 692846, N: 692846 }
- { M: 791842, N: 791842 }
- { M: 823710, N: 823710 }
- { M: 910387, N: 910387 }
- { M: 1029843, N: 1029843 }
Tests:
- name: spmv_csc_bad_arg
category: pre_checkin
function: spmv_csc_bad_arg
indextype: *i32i32_i64i32_i64i64
precision: *single_double_precisions_complex_real
#
# Test rocsparse_spmv_alg_default dispatch:
# - CSC format + default algo + none should use rowsplit internally
# - CSC format + default algo + transpose/conjugate_transpose should use adaptive internally
#
- name: spmv_csc_default_alg
category: quick
function: spmv_csc
indextype: *i32i32_i64i32_i64i64
precision: *single_double_precisions_complex_real
M: [10, 500]
N: [33, 842]
alpha_beta: *alpha_beta_range_quick
transA: *all_rocsparse_operation
baseA: [rocsparse_index_base_zero]
matrix: [rocsparse_matrix_random]
matrix_type: [rocsparse_matrix_type_general]
spmv_alg: [rocsparse_spmv_alg_default]
- name: spmv_csc_default_alg
category: pre_checkin
function: spmv_csc
indextype: *i32i32_i64i32_i64i64
precision: *single_double_precisions_complex_real
M: [0, 7111]
N: [0, 4441]
alpha_beta: *alpha_beta_range_checkin
transA: *all_rocsparse_operation
baseA: [rocsparse_index_base_one]
matrix: [rocsparse_matrix_random]
matrix_type: [rocsparse_matrix_type_general]
spmv_alg: [rocsparse_spmv_alg_default]
call_stage_analysis: [false, true]
#
# general matrix type
#
- name: spmv_csc
category: quick
function: spmv_csc
indextype: *i32
precision: *single_double_precisions
M: [10, 300]
N: [33, 300]
alpha_beta: *alpha_beta_range_quick
transA: [rocsparse_operation_none]
baseA: [rocsparse_index_base_zero]
matrix: [rocsparse_matrix_random]
matrix_type: [rocsparse_matrix_type_general]
spmv_alg: [rocsparse_spmv_alg_csr_adaptive]
- name: spmv_csc
category: pre_checkin
function: spmv_csc
indextype: *i32i32_i64i32_i64i64
precision: *single_double_precisions_complex_real
M: [8, 2000]
N: [8, 2000]
alpha_beta: *alpha_beta_range_checkin
transA: [rocsparse_operation_none]
baseA: [rocsparse_index_base_one]
matrix: [rocsparse_matrix_random]
matrix_type: [rocsparse_matrix_type_general]
spmv_alg: [rocsparse_spmv_alg_csr_adaptive]
call_stage_analysis: [false]
- name: spmv_csc
category: nightly
function: spmv_csc
indextype: *i32i32_i64i32_i64i64
precision: *single_double_precisions_complex_real
M: [39385, 639102]
N: [29348, 710341]
alpha_beta: *alpha_beta_range_nightly
transA: [rocsparse_operation_none]
baseA: [rocsparse_index_base_zero]
matrix: [rocsparse_matrix_random]
matrix_type: [rocsparse_matrix_type_general]
spmv_alg: [rocsparse_spmv_alg_csr_adaptive]
- name: spmv_csc_file
category: quick
function: spmv_csc
indextype: *i32
precision: *double_only_precisions
M: 1
N: 1
alpha_beta: *alpha_beta_range_quick
transA: [rocsparse_operation_none]
baseA: [rocsparse_index_base_one]
matrix: [rocsparse_matrix_file_rocalution]
matrix_type: [rocsparse_matrix_type_general]
spmv_alg: [rocsparse_spmv_alg_csr_adaptive]
filename: [mac_econ_fwd500,
nos2]
- name: spmv_csc_file
category: pre_checkin
function: spmv_csc
indextype: *i32i32_i64i32_i64i64
precision: *single_double_precisions
M: 1
N: 1
alpha_beta: *alpha_beta_range_checkin
transA: [rocsparse_operation_none]
baseA: [rocsparse_index_base_zero]
matrix: [rocsparse_matrix_file_rocalution]
matrix_type: [rocsparse_matrix_type_general]
spmv_alg: [rocsparse_spmv_alg_csr_adaptive]
filename: [rma10,
mc2depi,
ASIC_320k,
nos1,
nos3,
nos5,
nos7,
bibd_22_8,
Chebyshev4,
mac_econ_fwd500]
- name: spmv_csc_file
category: nightly
function: spmv_csc
indextype: *i32i32_i64i32_i64i64
precision: *single_double_precisions
M: 1
N: 1
alpha_beta: *alpha_beta_range_nightly
transA: [rocsparse_operation_transpose]
baseA: [rocsparse_index_base_one]
matrix: [rocsparse_matrix_file_rocalution]
matrix_type: [rocsparse_matrix_type_general]
spmv_alg: [rocsparse_spmv_alg_csr_rowsplit]
filename: [bibd_22_8,
bmwcra_1,
amazon0312,
Chebyshev4,
sme3Dc,
shipsec1,
scircuit]
- name: spmv_csc_file
category: quick
function: spmv_csc
indextype: *i32
precision: *single_only_precisions_complex
M: 1
N: 1
alpha_beta: *alpha_beta_range_quick
transA: [rocsparse_operation_none]
baseA: [rocsparse_index_base_zero]
matrix: [rocsparse_matrix_file_rocalution]
matrix_type: [rocsparse_matrix_type_general]
spmv_alg: [rocsparse_spmv_alg_csr_adaptive]
filename: [Chevron2,
qc2534]
- name: spmv_csc_file
category: pre_checkin
function: spmv_csc
indextype: *i32i32_i64i32_i64i64
precision: *single_double_precisions_complex
M: 1
N: 1
alpha_beta: *alpha_beta_range_checkin
transA: [rocsparse_operation_conjugate_transpose]
baseA: [rocsparse_index_base_one]
matrix: [rocsparse_matrix_file_rocalution]
matrix_type: [rocsparse_matrix_type_general]
spmv_alg: [rocsparse_spmv_alg_csr_rowsplit]
filename: [mplate,
Chevron3]
- name: spmv_csc_file
category: nightly
function: spmv_csc
indextype: *i32i32_i64i32_i64i64
precision: *single_double_precisions_complex
M: 1
N: 1
alpha_beta: *alpha_beta_range_nightly
transA: [rocsparse_operation_none]
baseA: [rocsparse_index_base_zero]
matrix: [rocsparse_matrix_file_rocalution]
matrix_type: [rocsparse_matrix_type_general]
spmv_alg: [rocsparse_spmv_alg_csr_adaptive]
filename: [Chevron4]
- name: spmv_csc_graph_test
category: pre_checkin
function: spmv_csc
indextype: *i32i32_i64i32_i64i64
precision: *single_double_precisions_complex_real
M: [500]
N: [842]
alpha_beta: *alpha_beta_range_quick
transA: [rocsparse_operation_none]
baseA: [rocsparse_index_base_zero]
matrix: [rocsparse_matrix_random]
matrix_type: [rocsparse_matrix_type_general]
spmv_alg: [rocsparse_spmv_alg_csr_adaptive]
graph_test: true
#
# symmetric and triangular matrix type
#
- name: spmv_csc
category: quick
hardware: [gfx900, gfx906, gfx908, gfx90a, gfx1030]
function: spmv_csc
indextype: *i32
precision: *single_double_precisions
M_N: *M_N_range_quick
alpha_beta: *alpha_beta_range_quick
transA: [rocsparse_operation_none]
baseA: [rocsparse_index_base_zero]
matrix: [rocsparse_matrix_random]
matrix_type: [rocsparse_matrix_type_symmetric]
uplo: [rocsparse_fill_mode_lower]
spmv_alg: [rocsparse_spmv_alg_csr_adaptive]
- name: spmv_csc
category: quick
hardware: [gfx940]
function: spmv_csc
indextype: *i32
precision: *single_double_precisions
M_N: *M_N_range_quick
alpha_beta: *alpha_beta_range_quick
transA: [rocsparse_operation_none]
baseA: [rocsparse_index_base_zero]
matrix: [rocsparse_matrix_random]
matrix_type: [rocsparse_matrix_type_symmetric]
uplo: [rocsparse_fill_mode_lower]
spmv_alg: [rocsparse_spmv_alg_csr_adaptive]
- name: spmv_csc
category: pre_checkin
function: spmv_csc
indextype: *i32i32_i64i32_i64i64
precision: *single_double_precisions_complex_real
M_N: *M_N_range_checkin
alpha_beta: *alpha_beta_range_checkin
transA: [rocsparse_operation_none]
baseA: [rocsparse_index_base_one]
matrix: [rocsparse_matrix_random]
matrix_type: [rocsparse_matrix_type_symmetric]
uplo: [rocsparse_fill_mode_upper]
spmv_alg: [rocsparse_spmv_alg_csr_adaptive]
call_stage_analysis: [false]
- name: spmv_csc
category: nightly
function: spmv_csc
indextype: *i32i32_i64i32_i64i64
precision: *single_double_precisions_complex_real
M_N: *M_N_range_nightly
alpha_beta: *alpha_beta_range_nightly
transA: [rocsparse_operation_none]
baseA: [rocsparse_index_base_zero]
matrix: [rocsparse_matrix_random]
matrix_type: [rocsparse_matrix_type_symmetric]
uplo: [rocsparse_fill_mode_upper]
spmv_alg: [rocsparse_spmv_alg_csr_adaptive]
- name: spmv_csc_file
category: quick
function: spmv_csc
indextype: *i32
precision: *double_only_precisions
M: 1
N: 1
alpha_beta: *alpha_beta_range_quick
transA: [rocsparse_operation_none]
baseA: [rocsparse_index_base_one]
matrix: [rocsparse_matrix_file_rocalution]
matrix_type: [rocsparse_matrix_type_symmetric]
uplo: [rocsparse_fill_mode_lower]
spmv_alg: [rocsparse_spmv_alg_csr_adaptive]
filename: [mac_econ_fwd500,
nos2,
nos4,
nos6]
- name: spmv_csc_file
category: pre_checkin
function: spmv_csc
indextype: *i32i32_i64i32_i64i64
precision: *double_only_precisions
M: 1
N: 1
alpha_beta: *alpha_beta_range_checkin
transA: [rocsparse_operation_none]
baseA: [rocsparse_index_base_zero]
matrix: [rocsparse_matrix_file_rocalution]
matrix_type: [rocsparse_matrix_type_symmetric]
uplo: [rocsparse_fill_mode_lower]
spmv_alg: [rocsparse_spmv_alg_csr_adaptive]
filename: [rma10,
mc2depi,
nos1,
nos3,
nos5,
nos7]
- name: spmv_csc_file
category: nightly
function: spmv_csc
indextype: *i32i32_i64i32_i64i64
precision: *double_only_precisions
M: 1
N: 1
alpha_beta: *alpha_beta_range_nightly
transA: [rocsparse_operation_transpose]
baseA: [rocsparse_index_base_one]
matrix: [rocsparse_matrix_file_rocalution]
matrix_type: [rocsparse_matrix_type_symmetric]
uplo: [rocsparse_fill_mode_lower]
spmv_alg: [rocsparse_spmv_alg_csr_rowsplit]
filename: [bmwcra_1,
amazon0312,
Chebyshev4,
sme3Dc,
shipsec1,
scircuit]
- name: spmv_csc_file
category: quick
function: spmv_csc
indextype: *i32
precision: *single_only_precisions_complex
M: 1
N: 1
alpha_beta: *alpha_beta_range_quick
transA: [rocsparse_operation_none]
baseA: [rocsparse_index_base_zero]
matrix: [rocsparse_matrix_file_rocalution]
matrix_type: [rocsparse_matrix_type_symmetric]
uplo: [rocsparse_fill_mode_lower]
spmv_alg: [rocsparse_spmv_alg_csr_adaptive]
filename: [Chevron2,
qc2534]
- name: spmv_csc_file
category: pre_checkin
function: spmv_csc
indextype: *i32i32_i64i32_i64i64
precision: *double_only_precisions_complex
M: 1
N: 1
alpha_beta: *alpha_beta_range_checkin
transA: [rocsparse_operation_none]
baseA: [rocsparse_index_base_one]
matrix: [rocsparse_matrix_file_rocalution]
matrix_type: [rocsparse_matrix_type_symmetric]
uplo: [rocsparse_fill_mode_upper]
spmv_alg: [rocsparse_spmv_alg_csr_rowsplit]
filename: [mplate,
Chevron3]
- name: spmv_csc_file
category: nightly
function: spmv_csc
indextype: *i32i32_i64i32_i64i64
precision: *single_double_precisions_complex
M: 1
N: 1
alpha_beta: *alpha_beta_range_nightly
transA: [rocsparse_operation_none]
baseA: [rocsparse_index_base_zero]
matrix: [rocsparse_matrix_file_rocalution]
matrix_type: [rocsparse_matrix_type_symmetric]
uplo: [rocsparse_fill_mode_lower]
spmv_alg: [rocsparse_spmv_alg_csr_adaptive]
filename: [Chevron4]
#
# mixed precision
#
- name: spmv_csc_file
category: quick
function: spmv_csc
indextype: *i32
precision: *float32_float64_float64_float64
M: 1
N: 1
alpha_beta: *alpha_beta_range_quick
transA: [rocsparse_operation_none]
baseA: [rocsparse_index_base_one]
matrix: [rocsparse_matrix_file_rocalution]
matrix_type: [rocsparse_matrix_type_general]
spmv_alg: [rocsparse_spmv_alg_csr_rowsplit]
filename: [bmwcra_1,
amazon0312,
sme3Dc]
- name: spmv_csc
category: pre_checkin
function: spmv_csc
indextype: *i32i32_i64i32_i64i64
precision: *float32_float64_float64_float64
M: [34, 104]
N: [57, 109]
alpha_beta: *alpha_beta_range_checkin
transA: [rocsparse_operation_none]
baseA: [rocsparse_index_base_zero]
matrix: [rocsparse_matrix_random]
matrix_type: [rocsparse_matrix_type_general]
spmv_alg: [rocsparse_spmv_alg_csr_adaptive]
- name: spmv_csc_file
category: quick
function: spmv_csc
indextype: *i32
precision: *int8_int8_int32_int32_axyt_precision
M: 1
N: 1
alpha_beta: *alpha_beta_range_quick
transA: [rocsparse_operation_none]
baseA: [rocsparse_index_base_one]
matrix: [rocsparse_matrix_file_rocalution]
matrix_type: [rocsparse_matrix_type_general]
spmv_alg: [rocsparse_spmv_alg_csr_rowsplit]
filename: [bmwcra_1,
amazon0312,
sme3Dc]
- name: spmv_csc
category: pre_checkin
function: spmv_csc
indextype: *i32i32_i64i32_i64i64
precision: *int8_int8_float32_float32_axyt_precision
M: [34, 104]
N: [57, 109]
alpha_beta: *alpha_beta_range_checkin
transA: [rocsparse_operation_none]
baseA: [rocsparse_index_base_zero]
matrix: [rocsparse_matrix_random]
matrix_type: [rocsparse_matrix_type_general]
spmv_alg: [rocsparse_spmv_alg_csr_adaptive]
- name: spmv_csc
category: pre_checkin
function: spmv_csc
indextype: *i32i32_i64i32_i64i64
precision: *float16_float16_float32_float32_axyt_precision
M: [22, 196]
N: [45, 425]
alpha_beta: *alpha_beta_range_checkin
transA: [rocsparse_operation_none]
baseA: [rocsparse_index_base_zero]
matrix: [rocsparse_matrix_random]
matrix_type: [rocsparse_matrix_type_general]
spmv_alg: [rocsparse_spmv_alg_csr_adaptive]
- name: spmv_csc
category: pre_checkin
function: spmv_csc
indextype: *i32i32_i64i32_i64i64
precision: [*float16_float16_float16_float32_axyt_precision, *bfloat16_bfloat16_bfloat16_float32_axyt_precision]
M: [22, 100]
N: [45, 100]
alpha_beta: *alpha_beta_range_half_checkin
transA: [rocsparse_operation_none]
baseA: *all_rocsparse_index_base
matrix: [rocsparse_matrix_random]
matrix_type: [rocsparse_matrix_type_general]
spmv_alg: [rocsparse_spmv_alg_csr_adaptive, rocsparse_spmv_alg_csr_lrb, rocsparse_spmv_alg_csr_rowsplit]
- name: spmv_csc
category: quick
function: spmv_csc
indextype: *i32
precision: *bfloat16_bfloat16_float32_float32_axyt_precision
M: [33, 178]
N: [31, 235]
alpha_beta: *alpha_beta_range_quick
transA: [rocsparse_operation_none]
baseA: [rocsparse_index_base_zero]
matrix: [rocsparse_matrix_random]
matrix_type: [rocsparse_matrix_type_general]
spmv_alg: [rocsparse_spmv_alg_csr_rowsplit, rocsparse_spmv_alg_csr_adaptive, rocsparse_spmv_alg_csr_lrb]
- name: spmv_csc
category: pre_checkin
function: spmv_csc
indextype: *i32i32_i64i32_i64i64
precision: *cmplx32_cmplx64_cmplx64_cmplx64
M: [16, 78]
N: [16, 93]
alpha_beta: *alpha_beta_range_checkin
transA: [rocsparse_operation_none]
baseA: [rocsparse_index_base_zero]
matrix: [rocsparse_matrix_random]
matrix_type: [rocsparse_matrix_type_general]
spmv_alg: [rocsparse_spmv_alg_csr_rowsplit]
- name: spmv_csc_file
category: nightly
function: spmv_csc
indextype: *i32i32_i64i32_i64i64
precision: *cmplx32_cmplx64_cmplx64_cmplx64
M: 1
N: 1
alpha_beta: *alpha_beta_range_nightly
transA: [rocsparse_operation_none]
baseA: [rocsparse_index_base_one]
matrix: [rocsparse_matrix_file_rocalution]
matrix_type: [rocsparse_matrix_type_general]
spmv_alg: [rocsparse_spmv_alg_csr_adaptive]
filename: [Chebyshev4,
shipsec1]
- name: spmv_csc
category: pre_checkin
function: spmv_csc
indextype: *i32i32_i64i32_i64i64
precision: *float32_cmplx32_cmplx32_cmplx32_axyt_precision
M: [16, 78]
N: [16, 93]
alpha_beta: *alpha_beta_range_checkin
transA: [rocsparse_operation_none]
baseA: [rocsparse_index_base_zero]
matrix: [rocsparse_matrix_random]
matrix_type: [rocsparse_matrix_type_general]
spmv_alg: [rocsparse_spmv_alg_csr_rowsplit]
- name: spmv_csc
category: pre_checkin
function: spmv_csc
indextype: *i32i32_i64i32_i64i64
precision: *float64_cmplx64_cmplx64_cmplx64_axyt_precision
M: [2000]
N: [2000]
alpha_beta: *alpha_beta_range_checkin
transA: [rocsparse_operation_none]
baseA: [rocsparse_index_base_zero]
matrix: [rocsparse_matrix_random]
matrix_type: [rocsparse_matrix_type_general]
spmv_alg: [rocsparse_spmv_alg_csr_rowsplit]
- name: spmv_csc_file
category: nightly
function: spmv_csc
indextype: *i32i32_i64i32_i64i64
precision: *float64_cmplx64_cmplx64_cmplx64_axyt_precision
M: 1
N: 1
alpha_beta: *alpha_beta_range_nightly
transA: [rocsparse_operation_none]
baseA: [rocsparse_index_base_one]
matrix: [rocsparse_matrix_file_rocalution]
matrix_type: [rocsparse_matrix_type_general]
spmv_alg: [rocsparse_spmv_alg_csr_adaptive]
filename: [Chebyshev4,
shipsec1]