Github action with Codspeed benchmarking

[magisterbrown]

Adds a new pipeline with the codspeed benchmark to github actions. Codspeed is a platform that evaluate the performance of programs on a simulated CPU and plots the results on a dashboard. This is an example dashboard that Codspeed generated for my fork of FINUFFT: https://codspeed.io/magisterbrown/finufft

TODO: Before merging this pr, a reviewer should connect codspeed to the repository by following the guide: https://codspeed.io/docs

[DiamonDinoia]

can you provide a link to the dashboard generated by your fork so that we can see how it looks like?

[github-actions]

FFT backend: DUCC

Numbers are advisory: GitHub-hosted runners have variable hardware. Treat <1.10× as noise.

CPU and compiler configuration

CPU name: AMD EPYC 7763 64-Core Processor.

Arch: X86_64.

Core count: 2.

ISA extensions: 3dnowext, 3dnowprefetch, abm, adx, aes, aperfmperf, apic, arat, avx, avx2, bmi1, bmi2, clflush, clflushopt, clwb, clzero, cmov, cmp_legacy, constant_tsc, cpuid, cr8_legacy, cx16, cx8, de, decodeassists, erms, extd_apicid, f16c, flushbyasid, fma, fpu, fsgsbase, fsrm, fxsr, fxsr_opt, ht, hypervisor, invpcid, lahf_lm, lm, mca, mce, misalignsse, mmx, mmxext, movbe, msr, mtrr, nonstop_tsc, nopl, npt, nrip_save, nx, osvw, osxsave, pae, pat, pausefilter, pcid, pclmulqdq, pdpe1gb, pfthreshold, pge, pni, popcnt, pse, pse36, rdpid, rdpru, rdrand, rdrnd, rdseed, rdtscp, rep_good, sep, sha, sha_ni, smap, smep, sse, sse2, sse4_1, sse4_2, sse4a, ssse3, svm, syscall, topoext, tsc, tsc_known_freq, tsc_reliable, tsc_scale, umip, user_shstk, v_vmsave_vmload, vaes, vmcb_clean, vme, vmmcall, vpclmulqdq, xgetbv1, xsave, xsavec, xsaveerptr, xsaveopt, xsaves.

Compiler version: c++ (Ubuntu 13.3.0-6ubuntu2~24.04.1) 13.3.0.

Compiler flags: -march=native.

perftest commands

taskset -c 0 /home/runner/work/finufft/finufft/builds/master/perftest/perftest --arg --prec=f --N1=10000.0 --N2=1 --N3=1 --ntransf=1 --threads=1 --M=10000000.0 --tol=0.0001 --n_runs=15 --sort=1 --upsampfact=0 --kerevalmethod=1 --debug=0 --bandwidth=1.0 --type=1
taskset -c 0 /home/runner/work/finufft/finufft/builds/master/perftest/perftest --arg --prec=f --N1=10000.0 --N2=1 --N3=1 --ntransf=1 --threads=1 --M=10000000.0 --tol=0.0001 --n_runs=15 --sort=1 --upsampfact=0 --kerevalmethod=1 --debug=0 --bandwidth=1.0 --type=2
taskset -c 0 /home/runner/work/finufft/finufft/builds/master/perftest/perftest --arg --prec=f --N1=10000.0 --N2=1 --N3=1 --ntransf=1 --threads=1 --M=10000000.0 --tol=0.0001 --n_runs=15 --sort=1 --upsampfact=0 --kerevalmethod=1 --debug=0 --bandwidth=1.0 --type=3
taskset -c 0 /home/runner/work/finufft/finufft/builds/master/perftest/perftest --arg --prec=d --N1=10000.0 --N2=1 --N3=1 --ntransf=1 --threads=1 --M=10000000.0 --tol=1e-09 --n_runs=15 --sort=1 --upsampfact=0 --kerevalmethod=1 --debug=0 --bandwidth=1.0 --type=1
taskset -c 0 /home/runner/work/finufft/finufft/builds/master/perftest/perftest --arg --prec=d --N1=10000.0 --N2=1 --N3=1 --ntransf=1 --threads=1 --M=10000000.0 --tol=1e-09 --n_runs=15 --sort=1 --upsampfact=0 --kerevalmethod=1 --debug=0 --bandwidth=1.0 --type=2
taskset -c 0 /home/runner/work/finufft/finufft/builds/master/perftest/perftest --arg --prec=d --N1=10000.0 --N2=1 --N3=1 --ntransf=1 --threads=1 --M=10000000.0 --tol=1e-09 --n_runs=15 --sort=1 --upsampfact=0 --kerevalmethod=1 --debug=0 --bandwidth=1.0 --type=3
taskset -c 0 /home/runner/work/finufft/finufft/builds/master/perftest/perftest --arg --prec=f --N1=320 --N2=320 --N3=1 --ntransf=1 --threads=1 --M=10000000.0 --tol=1e-05 --n_runs=15 --sort=1 --upsampfact=0 --kerevalmethod=1 --debug=0 --bandwidth=1.0 --type=1
taskset -c 0 /home/runner/work/finufft/finufft/builds/master/perftest/perftest --arg --prec=f --N1=320 --N2=320 --N3=1 --ntransf=1 --threads=1 --M=10000000.0 --tol=1e-05 --n_runs=15 --sort=1 --upsampfact=0 --kerevalmethod=1 --debug=0 --bandwidth=1.0 --type=2
taskset -c 0 /home/runner/work/finufft/finufft/builds/master/perftest/perftest --arg --prec=f --N1=320 --N2=320 --N3=1 --ntransf=1 --threads=1 --M=10000000.0 --tol=1e-05 --n_runs=15 --sort=1 --upsampfact=0 --kerevalmethod=1 --debug=0 --bandwidth=1.0 --type=3
taskset -c 0 /home/runner/work/finufft/finufft/builds/master/perftest/perftest --arg --prec=d --N1=320 --N2=320 --N3=1 --ntransf=1 --threads=1 --M=10000000.0 --tol=1e-09 --n_runs=15 --sort=1 --upsampfact=0 --kerevalmethod=1 --debug=0 --bandwidth=1.0 --type=1
taskset -c 0 /home/runner/work/finufft/finufft/builds/master/perftest/perftest --arg --prec=d --N1=320 --N2=320 --N3=1 --ntransf=1 --threads=1 --M=10000000.0 --tol=1e-09 --n_runs=15 --sort=1 --upsampfact=0 --kerevalmethod=1 --debug=0 --bandwidth=1.0 --type=2
taskset -c 0 /home/runner/work/finufft/finufft/builds/master/perftest/perftest --arg --prec=d --N1=320 --N2=320 --N3=1 --ntransf=1 --threads=1 --M=10000000.0 --tol=1e-09 --n_runs=15 --sort=1 --upsampfact=0 --kerevalmethod=1 --debug=0 --bandwidth=1.0 --type=3
/home/runner/work/finufft/finufft/builds/master/perftest/perftest --prec=f --N1=320 --N2=320 --N3=1 --ntransf=1 --threads=0 --M=10000000.0 --tol=1e-05 --n_runs=15 --sort=1 --upsampfact=0 --kerevalmethod=1 --debug=0 --bandwidth=1.0 --type=1
/home/runner/work/finufft/finufft/builds/master/perftest/perftest --prec=f --N1=320 --N2=320 --N3=1 --ntransf=1 --threads=0 --M=10000000.0 --tol=1e-05 --n_runs=15 --sort=1 --upsampfact=0 --kerevalmethod=1 --debug=0 --bandwidth=1.0 --type=2
/home/runner/work/finufft/finufft/builds/master/perftest/perftest --prec=f --N1=320 --N2=320 --N3=1 --ntransf=1 --threads=0 --M=10000000.0 --tol=1e-05 --n_runs=15 --sort=1 --upsampfact=0 --kerevalmethod=1 --debug=0 --bandwidth=1.0 --type=3
/home/runner/work/finufft/finufft/builds/master/perftest/perftest --prec=d --N1=192 --N2=192 --N3=128 --ntransf=1 --threads=0 --M=10000000.0 --tol=1e-07 --n_runs=15 --sort=1 --upsampfact=0 --kerevalmethod=1 --debug=0 --bandwidth=1.0 --type=1
/home/runner/work/finufft/finufft/builds/master/perftest/perftest --prec=d --N1=192 --N2=192 --N3=128 --ntransf=1 --threads=0 --M=10000000.0 --tol=1e-07 --n_runs=15 --sort=1 --upsampfact=0 --kerevalmethod=1 --debug=0 --bandwidth=1.0 --type=2
/home/runner/work/finufft/finufft/builds/master/perftest/perftest --prec=d --N1=192 --N2=192 --N3=128 --ntransf=1 --threads=0 --M=10000000.0 --tol=1e-07 --n_runs=15 --sort=1 --upsampfact=0 --kerevalmethod=1 --debug=0 --bandwidth=1.0 --type=3