On Tuesday, 26 March 2024 at 14:25:53 UTC, Lance Bachmeier wrote:
On Sunday, 24 March 2024 at 19:31:19 UTC, Csaba wrote:
I know that benchmarks are always controversial and depend on a lot of factors. So far, I read that D performs very well in benchmarks, as well, if not better, as C.

I wrote a little program that approximates PI using the Leibniz formula. I implemented the same thing in C, D and Python, all of them execute 1,000,000 iterations 20 times and display the average time elapsed.

Here are the results:

C: 0.04s
Python: 0.33s
D: 0.73s

What the hell? D slower than Python? This cannot be real. I am sure I am making a mistake here. I'm sharing all 3 programs here:

C: https://pastebin.com/s7e2HFyL
D: https://pastebin.com/fuURdupc
Python: https://pastebin.com/zcXAkSEf

As you can see the function that does the job is exactly the same in C and D.

Here are the compile/run commands used:

C: `gcc leibniz.c -lm -oleibc`
D: `gdc leibniz.d -frelease -oleibd`
Python: `python3 leibniz.py`

PS. my CPU is AMD A8-5500B and my OS is Ubuntu Linux, if that matters.

As others suggested, pow is the problem. I noticed that the C versions are often much faster than their D counterparts. (And I don't view that as a problem, since both are built into the language - my only thought is that the D version should call the C version).

Changing

```
import std.math:pow;
```

to

```
import core.stdc.math: pow;
```

and leaving everything unchanged, I get

C: Avg execution time: 0.007918
D (original): Avg execution time: 0.102612
D (using core.stdc.math): Avg execution time: 0.008134

So more or less the exact same numbers if you use core.stdc.math.

And then the other thing is changing

```
const int BENCHMARKS = 20;
```

to

```
enum BENCHMARKS = 20;
```

which should allow substitution of the constant directly into the rest of the program, which gives

```
Avg execution time: 0.007564
```

On my Ubuntu 22.04 machine, therefore, the LDC binary with no flags is slightly faster than the C code compiled with your flags.

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