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WGS84 to UTM benchmark (C++) #1216

Merged
merged 114 commits into from
Aug 2, 2023
Merged

WGS84 to UTM benchmark (C++) #1216

merged 114 commits into from
Aug 2, 2023

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harrism
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@harrism harrism commented Jul 12, 2023 •
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Description

Closes #1215

Depends on #1191

New benchmark for C++ API for WGS84->UTM transform.

Below results were run on a single CPU core for Proj (ignore gbench's claims to the contrary), and on a single H100 80GB GPU. Machine was a DGX H100.

(rapids) coder ➜ ~/cuspatial $ CUDA_VISIBLE_DEVICES=1 cpp/build/latest/cuproj/benchmarks/WGS_TO_UTM_BENCH 
2023-08-02T00:08:52+00:00
Running cpp/build/latest/cuproj/benchmarks/WGS_TO_UTM_BENCH
Run on (224 X 3800 MHz CPU s)
CPU Caches:
  L1 Data 48 KiB (x112)
  L1 Instruction 32 KiB (x112)
  L2 Unified 2048 KiB (x112)
  L3 Unified 107520 KiB (x2)
Load Average: 1.70, 6.21, 14.43
---------------------------------------------------------------------------------------------------------------------
Benchmark                                                           Time             CPU   Iterations UserCounters...
---------------------------------------------------------------------------------------------------------------------
proj_utm_benchmark/forward_double/100                           0.013 ms        0.013 ms        57756 items_per_second=7.95314M/s
proj_utm_benchmark/forward_double/1000                          0.114 ms        0.114 ms         6118 items_per_second=8.73369M/s
proj_utm_benchmark/forward_double/10000                          1.24 ms         1.24 ms          588 items_per_second=8.07697M/s
proj_utm_benchmark/forward_double/100000                         12.0 ms         12.0 ms           58 items_per_second=8.35593M/s
proj_utm_benchmark/forward_double/1000000                         120 ms          120 ms            6 items_per_second=8.36301M/s
proj_utm_benchmark/forward_double/10000000                       1213 ms         1213 ms            1 items_per_second=8.24563M/s
proj_utm_benchmark/forward_double/100000000                     11977 ms        11976 ms            1 items_per_second=8.35038M/s
proj_utm_benchmark/forward_double/1000000000                   119680 ms       119677 ms            1 items_per_second=8.35579M/s
cuproj_utm_benchmark/forward_float/100/manual_time              0.011 ms        0.040 ms        66283 items_per_second=9.47605M/s
cuproj_utm_benchmark/forward_float/1000/manual_time             0.012 ms        0.041 ms        56799 items_per_second=81.2019M/s
cuproj_utm_benchmark/forward_float/10000/manual_time            0.013 ms        0.042 ms        55571 items_per_second=793.482M/s
cuproj_utm_benchmark/forward_float/100000/manual_time           0.013 ms        0.042 ms        53048 items_per_second=7.5779G/s
cuproj_utm_benchmark/forward_float/1000000/manual_time          0.027 ms        0.056 ms        25842 items_per_second=36.9063G/s
cuproj_utm_benchmark/forward_float/10000000/manual_time         0.170 ms        0.198 ms         4130 items_per_second=58.8554G/s
cuproj_utm_benchmark/forward_float/100000000/manual_time         1.60 ms         1.62 ms          439 items_per_second=62.6581G/s
cuproj_utm_benchmark/forward_float/1000000000/manual_time        15.9 ms         15.9 ms           44 items_per_second=63.0518G/s
cuproj_utm_benchmark/forward_double/100/manual_time             0.012 ms        0.041 ms        57960 items_per_second=8.30297M/s
cuproj_utm_benchmark/forward_double/1000/manual_time            0.015 ms        0.044 ms        47605 items_per_second=68.0791M/s
cuproj_utm_benchmark/forward_double/10000/manual_time           0.015 ms        0.044 ms        47353 items_per_second=676.864M/s
cuproj_utm_benchmark/forward_double/100000/manual_time          0.016 ms        0.045 ms        43394 items_per_second=6.19684G/s
cuproj_utm_benchmark/forward_double/1000000/manual_time         0.042 ms        0.070 ms        16621 items_per_second=23.7599G/s
cuproj_utm_benchmark/forward_double/10000000/manual_time        0.304 ms        0.332 ms         2302 items_per_second=32.863G/s
cuproj_utm_benchmark/forward_double/100000000/manual_time        2.93 ms         2.96 ms          240 items_per_second=34.087G/s
cuproj_utm_benchmark/forward_double/1000000000/manual_time       29.3 ms         29.3 ms           24 items_per_second=34.13G/s

harrism and others added 30 commits May 9, 2023 04:56
@harrism
Add cmake infrastructure and placeholder files for projection library
cfd69ad
@harrism
Merge branch 'branch-23.06' into feature/projection/cmake
dcb23ef
@harrism
Rename to cuproj
7b2e9b9
@harrism
Merge branch 'branch-23.06' into feature/projection/cmake
f469cf0
@harrism
Delete cugeo dir
68acf29
@harrism
show more digits in vec_2d_matcher
c16e735
@harrism
Add copy of PROJ license
818a3e5
@harrism
Initial tmerc implementation and test
c1550cd
@harrism
Merge branch 'branch-23.08' into feature/projection/cmake
c2784a9
@harrism
Remove _ctk_static_suffix
d8d851d
@harrism
if TARGET conda_env update
dade592
@harrism
Merge branch 'branch-23.08' into feature/projection/cmake
10b0590
@harrism
Update version to 23.08 and PUBLIC -> PRIVATE
88a3760
@harrism
Merge branch 'feature/projection/cmake' into feature/projection/wgs-utm
c36c7eb
@harrism
Move PROJ license into the file that uses its code.
2be7746
@harrism
Remove placeholder CPU code
87172f0
@harrism
Rename test.
8cdc8dc
@harrism
Move cuproj into cpp and build it when cuspatial builds.
48ead2e
@harrism
re-add cuml
b889452
@harrism
Add sqlite dependency
2073b1f
@harrism
Merge branch 'branch-23.08' into feature/projection/cmake
d366ad5
@harrism
Add proj and sqlite dependencies to conda meta.yaml
d59cdc4
@harrism
Merge branch 'branch-23.08' into feature/projection/cmake
3eba34e
@harrism
Fix comment
cd68e4e
@harrism
rename to get_cudf.cmake
5243a5d
@harrism
Remove GNUInstallDirs
e27f7bb
@harrism
Copyright
a0ad375
@harrism
cuspatial-exports --> cuproj-exports
e2a28ea
@harrism
PROJ namespace
5d395c4
@harrism
Remove FIND_PACKAGE_ARGUMENTS
517e65b
@harrism harrism requested review from a team as code owners July 12, 2023 06:52
@harrism harrism requested review from trxcllnt and isVoid July 12, 2023 06:52
@github-actions github-actions bot added cmake Related to CMake code or build configuration libcuspatial Relates to the cuSpatial C++ library labels Jul 12, 2023
@harrism harrism self-assigned this Jul 12, 2023
@harrism harrism added feature request New feature or request non-breaking Non-breaking change and removed cmake Related to CMake code or build configuration libcuspatial Relates to the cuSpatial C++ library labels Jul 12, 2023
@harrism harrism added this to the Projection Transformations milestone Jul 12, 2023
@github-actions github-actions bot added cmake Related to CMake code or build configuration libcuspatial Relates to the cuSpatial C++ library labels Jul 27, 2023
isVoid
isVoid approved these changes Jul 27, 2023
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Just small comment. Thanks for adding the benchmark!

cpp/cuproj/benchmarks/wgs_to_utm_bench.cu Show resolved Hide resolved
cpp/cuproj/benchmarks/wgs_to_utm_bench.cu Outdated Show resolved Hide resolved
cpp/cuproj/benchmarks/fixture/rmm_pool_raii.hpp Outdated Show resolved Hide resolved
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harrism commented Aug 2, 2023

/merge

@rapids-bot rapids-bot bot merged commit cb7ce8e into rapidsai:branch-23.08 Aug 2, 2023
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@isVoid isVoid mentioned this pull request Aug 2, 2023
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@isVoid isVoid isVoid approved these changes

@trxcllnt trxcllnt Awaiting requested review from trxcllnt trxcllnt is a code owner automatically assigned from rapidsai/cuspatial-cmake-codeowners

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Labels
cmake Related to CMake code or build configuration feature request New feature or request libcuspatial Relates to the cuSpatial C++ library non-breaking Non-breaking change
Projects
cuSpatial
Status: Review
Milestone
Projection Transformations
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Successfully merging this pull request may close these issues.

Benchmark for header-only C++ WGS<->UTM
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@harrism @isVoid