ArthurZ HF Staff commited on
Commit
bff358e
·
verified ·
1 Parent(s): 3b93602

add wssplit bench

Browse files
Files changed (1) hide show
  1. benches/wssplit.rs +123 -0
benches/wssplit.rs ADDED
@@ -0,0 +1,123 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ //! WhitespaceSplit: SIMD boundary-detection (`whitespace_split_simd`) vs the scalar generic core
2
+ //! (`whitespace_split_scalar`), both checked byte-for-byte against a `char::is_whitespace` ground
3
+ //! truth. Whitespace-split is the simplest pre-tokenizer (one class, Removed) → the cleanest SIMD win.
4
+ //!
5
+ //! Run: cargo bench --bench wssplit
6
+ use fast_split::classify::{Atoms, classify};
7
+ use fast_split::fsm::{Span, whitespace_split_scalar, whitespace_split_simd};
8
+ use std::hint::black_box;
9
+ use std::time::Instant;
10
+
11
+ const CORPORA: &[(&str, &str)] = &[
12
+ ("English", "../data/big.txt"),
13
+ ("French", "benches/data/fr.txt"),
14
+ ("Russian", "benches/data/ru.txt"),
15
+ ("Greek", "benches/data/el.txt"),
16
+ ("Arabic", "benches/data/ar.txt"),
17
+ ("Hindi", "benches/data/hi.txt"),
18
+ ("Thai", "benches/data/th.txt"),
19
+ ("Chinese", "benches/data/zh.txt"),
20
+ ("Japanese", "../data/unigram_wagahaiwa_nekodearu.txt"),
21
+ ("Korean", "benches/data/ko.txt"),
22
+ ];
23
+
24
+ // ground truth: WhitespaceSplit(Removed) = maximal runs of non-`char::is_whitespace`.
25
+ fn ws_ref(s: &str) -> Vec<Span> {
26
+ let mut out = Vec::new();
27
+ let mut start: Option<usize> = None;
28
+ for (i, c) in s.char_indices() {
29
+ if c.is_whitespace() {
30
+ if let Some(st) = start.take() {
31
+ out.push((st as u32, i as u32));
32
+ }
33
+ } else if start.is_none() {
34
+ start = Some(i);
35
+ }
36
+ }
37
+ if let Some(st) = start {
38
+ out.push((st as u32, s.len() as u32));
39
+ }
40
+ out
41
+ }
42
+
43
+ fn ns_per_byte<F: FnMut() -> usize>(len: usize, iters: u32, mut f: F) -> f64 {
44
+ for _ in 0..3 {
45
+ black_box(f());
46
+ }
47
+ let mut best = f64::INFINITY;
48
+ for _ in 0..7 {
49
+ let t = Instant::now();
50
+ let mut acc = 0usize;
51
+ for _ in 0..iters {
52
+ acc = acc.wrapping_add(f());
53
+ }
54
+ black_box(acc);
55
+ best = best.min(t.elapsed().as_nanos() as f64 / (iters as usize * len) as f64);
56
+ }
57
+ best
58
+ }
59
+
60
+ fn main() {
61
+ let manifest = env!("CARGO_MANIFEST_DIR");
62
+ println!(
63
+ "{:<10} {:>7} {:>5} {:>8} {:>8} | {:>7} {:>6}",
64
+ "lang", "bytes", "b/tok", "simd", "scalar", "speedup", "parity"
65
+ );
66
+
67
+ for (label, rel) in CORPORA {
68
+ let raw = match std::fs::read_to_string(format!("{manifest}/{rel}")) {
69
+ Ok(s) if !s.trim().is_empty() => s,
70
+ _ => {
71
+ println!("{label:<10} (skipped — {rel} missing)");
72
+ continue;
73
+ }
74
+ };
75
+ let mut c = raw.len().min(180_000);
76
+ while c > 0 && !raw.is_char_boundary(c) {
77
+ c -= 1;
78
+ }
79
+ let corpus = &raw[..c];
80
+ let text = corpus.as_bytes();
81
+ let n = text.len();
82
+ let iters = (4_000_000 / n).clamp(3, 150) as u32;
83
+
84
+ let mut tags = vec![0u8; n];
85
+ classify::<Atoms>(text, &mut tags);
86
+
87
+ // parity: simd == scalar == char::is_whitespace ground truth
88
+ let reference = ws_ref(corpus);
89
+ let (mut a, mut b) = (Vec::new(), Vec::new());
90
+ whitespace_split_scalar(text, &tags, &mut a);
91
+ whitespace_split_simd(text, &tags, &mut b);
92
+ let parity = if a == reference && b == reference {
93
+ "✓"
94
+ } else {
95
+ if a != reference {
96
+ eprintln!(" {label}: scalar != ref ({} vs {} tokens)", a.len(), reference.len());
97
+ }
98
+ if b != reference {
99
+ let k = a.iter().zip(&b).position(|(x, y)| x != y).unwrap_or(a.len().min(b.len()));
100
+ eprintln!(" {label}: simd != ref @tok {k}: simd={:?} scal={:?}", b.get(k), a.get(k));
101
+ }
102
+ "✗"
103
+ };
104
+ let btok = n as f64 / a.len().max(1) as f64;
105
+
106
+ let simd = ns_per_byte(n, iters, || {
107
+ b.clear();
108
+ whitespace_split_simd(text, &tags, &mut b);
109
+ b.len()
110
+ });
111
+ let scal = ns_per_byte(n, iters, || {
112
+ a.clear();
113
+ whitespace_split_scalar(text, &tags, &mut a);
114
+ a.len()
115
+ });
116
+
117
+ println!(
118
+ "{label:<10} {n:>7} {btok:>5.1} {simd:>8.3} {scal:>8.3} | {:>6.2}x {parity:>6}",
119
+ scal / simd
120
+ );
121
+ }
122
+ println!("\n(ns/byte, lower better. simd = whitespace_split_simd, scalar = generic fsm_split core.)");
123
+ }