# Optimized C


$ make && make time-linux
gcc -O3   samples.c -fopenmp -lm -o out/samples
Requires /bin/time, found on GNU/Linux systems

Running 100x and taking avg time: OMP_NUM_THREADS=1 out/samples
Time using 1 thread: 20.20ms

Running 100x and taking avg time: OMP_NUM_THREADS=2 out/samples
Time using 2 threads: 17.50ms

Running 100x and taking avg time: OMP_NUM_THREADS=4 out/samples
Time for 4 threads: 17.00ms

Running 100x and taking avg time: OMP_NUM_THREADS=8 out/samples
Time using 8 threads: 8.40ms

Running 100x and taking avg time: OMP_NUM_THREADS=16 out/samples
Time using 16 threads: 5.00ms

# C

## normal compilation
0.888458

real    0m0,442s
user    0m0,378s
sys     0m0,064s

## -Ofast
0.888458

real    0m0.292s
user    0m0.266s
sys     0m0.026s

# Squiggle

real    0m1,536s
user    0m1,564s
sys     0m0,240s

# NodeJS

0.8849940532403973

real    0m0,732s
user    0m0,769s
sys     0m0,131s


## Python

0.8887373869178242

real    0m16,641s
user    0m16,693s
sys     0m0,517s

## R
[1] 0.885141

real    0m7,000s
user    0m6,944s
sys     0m0,052s

## Nim

nim c --verbosity:0 samples.nim && time ./samples --verbosity:0 && echo
0.8860780498240779

real    0m0.234s
user    0m0.214s
sys     0m0.020s

nim c --verbosity:0 -d:release samples.nim && time ./samples --verbosity:0 && echo
0.884035098700204

real    0m0.074s
user    0m0.043s
sys     0m0.031s

nim c --verbosity:0 -d:danger samples.nim && time ./samples --verbosity:0
0.8892827195895541

real    0m0.068s
user    0m0.048s
sys     0m0.020s

— make time-linux
Requires /bin/time, found on GNU/Linux systems

Running 100x and taking avg time of:
Time: 38.90ms

## Squigglepy


— time make run
python3 samples.py
100%|█████████████████████████████████████████████████████████████████████████████████████| 4/4 [00:00<00:00, 20.68it/s]
100%|████████████████████████████████████████████████████████████████████| 1000000/1000000 [00:00<00:00, 1298266.78it/s]
0.8854926010232937

real    0m1.602s
user    0m1.582s
sys     0m0.331s

## Lua

— make time-linux-simple
Requires /bin/time, found on GNU/Linux systems

/bin/time -f "Time: %es" lua samples.lua && echo
0.88932198462254
Time: 0.28s

— make time-linux
Requires /bin/time, found on GNU/Linux systems

Running 100x and taking avg time of: lua samples.lua
Time: 275.80ms

— make time-linux
Requires /bin/time, found on GNU/Linux systems

Running 100x and taking avg time of: luajit samples.lua
Time: 68.60ms


## squiggle.c

— make time-linux
Requires /bin/time, found on GNU/Linux systems

Running 100x and taking avg time example
Time using 1 thread: 37.60ms

## squiggle.ml

— make fast && time make run
ocamlopt -O3 -unsafe  samples.ml -o ./out/samples
mv samples.cmi samples.cmx samples.o ./out/
./out/samples
Mean: 0.884629

real    0m0.164s
user    0m0.159s
sys     0m0.004s