more progress

This commit is contained in:
Michael Zhang 2023-10-06 02:21:15 -04:00
parent 231275b325
commit 2aebe9b4c2
15 changed files with 638 additions and 102 deletions

1
.gitignore vendored
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.DS_Store
/target

327
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3
Cargo.toml Normal file
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[workspace]
resolver = "2"
members = ["assignments/01/rust"]

1
assignments/01/.envrc Normal file
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@ -0,0 +1 @@
export BASE_PATH=$PWD

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@ -1,3 +1,5 @@
lc_openmp
lc_pthreads
*.o
*.o
dataset

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@ -5,10 +5,10 @@ CFLAGS :=
all: lc_openmp lc_pthreads
lc_openmp: lc_openmp.o common.o
gcc -o $@ $<
gcc -o $@ $^
lc_pthreads: lc_pthreads.o common.o
gcc -o $@ $<
gcc -o $@ $^
%.o: %.c
gcc -o $@ -c $<

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@ -1,5 +1,6 @@
#define _POSIX_C_SOURCE 199309L
#include <stdio.h>
#include <stdlib.h>
#include <time.h>
#include "common.h"
@ -17,4 +18,57 @@ double monotonic_seconds() {
*/
void print_time(double const seconds) {
printf("Execution time: %0.04fs\n", seconds);
}
struct data *read_data(char *path) {
struct data *result = malloc(sizeof(struct data));
// Open file
FILE *file;
{
file = fopen(path, "r");
if (!file)
perror("failed to open file");
fscanf(file, "%u", &result->rows);
fscanf(file, "%u", &result->dimensions);
// Allocate
result->buf = malloc(result->dimensions * result->rows * sizeof(double));
// Read into buffer
for (uint32_t i = 0; i < result->dimensions; i++) {
fscanf(file, "%lf", &result->buf[i]);
}
fclose(file);
}
return result;
}
struct labels *read_labels(char *path) {
struct labels *result = malloc(sizeof(struct labels));
// Open file
FILE *file;
{
file = fopen(path, "r");
if (!file)
perror("failed to open file");
fscanf(file, "%u", &result->rows);
// Allocate
result->buf = malloc(result->rows * sizeof(double));
// Read into buffer
for (uint32_t i = 0; i < result->rows; i++) {
fscanf(file, "%lf", &result->buf[i]);
}
fclose(file);
}
return result;
}

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@ -1,6 +1,8 @@
#ifndef COMMON_H_
#define COMMON_H_
#include <stdint.h>
/**
* @brief Output the seconds elapsed while execution.
*
@ -17,4 +19,17 @@ void print_time(double const seconds);
*/
inline double monotonic_seconds();
struct data {
uint32_t rows, dimensions;
double *buf;
};
struct labels {
uint32_t rows;
double *buf;
};
struct data *read_data(char *path);
struct labels *read_labels(char *path);
#endif

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@ -1,3 +1,13 @@
#include <stdio.h>
#include "common.h"
int main() { return 0; }
int main(int argc, char **argv) {
char *data_file_name = argv[1], *label_file_name = argv[2];
struct data *data = read_data(data_file_name);
struct labels *label = read_labels(label_file_name);
printf("Read.\n");
return 0;
}

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@ -1,96 +0,0 @@
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@ -4,4 +4,7 @@ version = "0.1.0"
edition = "2021"
[dependencies]
anyhow = "1.0.75"
clap = { version = "4.4.5", features = ["derive"] }
itertools = "0.11.0"
rayon = "1.8.0"

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@ -0,0 +1,38 @@
use std::{marker::PhantomData, ops::Index};
pub struct Span<T, F, U = usize>(Vec<T>, F, PhantomData<U>);
impl<T, F, U> Index<U> for Span<T, F, U>
where
F: Fn(U) -> usize,
{
type Output = T;
fn index(&self, index: U) -> &Self::Output {
let index = (self.1)(index);
&self.0[index]
}
}
#[test]
fn test() {
let w = (0..100).collect::<Vec<_>>();
// Exclude #4
let w_i_inv: Span<_, _, usize> = Span(w, fuck::<4>, PhantomData::default());
for i in 0..99 {
let n = w_i_inv[i];
println!("idx {i} is {n}");
}
panic!()
}
#[inline]
fn fuck<const n: usize>(i: usize) -> usize {
if i < n {
i
} else {
i + 1
}
}

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@ -1,3 +1,177 @@
fn main() {
println!("Hello, world!");
mod lolspan;
use std::{
fs::File,
io::{BufRead, BufReader},
path::PathBuf,
};
use anyhow::Result;
use clap::Parser;
use itertools::Itertools;
use rayon::prelude::{
IndexedParallelIterator, IntoParallelIterator, IntoParallelRefIterator,
ParallelBridge, ParallelIterator,
};
use crate::lolspan::Span;
#[derive(Parser)]
struct Opt {
data_file: PathBuf,
label_file: PathBuf,
outer_iterations: usize,
num_threads: usize,
}
struct Data {
rows: usize,
dimensions: usize,
buf: Vec<f64>,
}
struct Label {
num_points: usize,
buf: Vec<f64>,
}
fn main() -> Result<()> {
let opt = Opt::parse();
let data = read_data(&opt)?;
let label = read_label(&opt)?;
let mut w = (0..data.dimensions).map(|_| 0.0).collect::<Vec<_>>();
for _ in 0..opt.outer_iterations {
let w1 = w.clone();
let new_w = w1
.into_par_iter()
.enumerate()
.map(|(i, w_i)| {
let x_i_start = data.rows * i;
let x_i_end = data.rows * (i + 1);
let x_i = &data.buf[x_i_start..x_i_end];
// X = n x m
// y = n x 1
// w = 1 x m
//
// X_ni = n x (m - 1)
// w_ni = (m - 1) x 1
// X_ni_w_ni = n x 1
let missing_i = i;
let x_ni_w_ni = (0..data.rows)
.par_bridge()
.map(|j| {
(0..data.dimensions)
.filter(|i| *i != missing_i)
.par_bridge()
.map(|i| data.buf[data.rows * i + j] * w[i])
.reduce(|| 0.0, |a, b| a + b)
})
.collect::<Vec<_>>();
let y = label.buf.as_slice();
let sub = y
.par_iter()
.zip(x_ni_w_ni.par_iter())
.map(|(y, x)| y - x)
.collect::<Vec<_>>();
// combine
let numer = x_i
.par_iter()
.zip(sub.par_iter())
.map(|(x, y)| x * y)
.reduce(|| 0.0, |x, y| x + y);
let denom = x_i
.par_iter()
.zip(x_i.par_iter())
.map(|(a, b)| a * b)
.reduce(|| 0.0, |x, y| x + y);
return numer / denom;
})
.collect::<Vec<_>>();
w = new_w;
println!("w is {w:?}");
}
println!("Hello, world!");
Ok(())
}
fn read_data(opt: &Opt) -> Result<Data> {
let file = File::open(&opt.data_file)?;
let mut reader = BufReader::new(file);
// Read first line
let mut first_line = String::new();
reader.read_line(&mut first_line)?;
let parts = first_line.trim().split(' ').collect::<Vec<_>>();
let rows = parts[0].parse()?;
let dimensions = parts[1].parse()?;
// Read rest of the data
let mut buf = vec![0.0; rows * dimensions];
let mut line = String::new();
let mut j = 0;
loop {
let size = reader.read_line(&mut line)?;
if size == 0 {
break;
}
let parts = line.trim().split(' ').collect::<Vec<_>>();
debug_assert_eq!(parts.len(), dimensions);
let row = parts.into_iter().map(|s| s.parse::<f64>());
for (i, n) in row.enumerate() {
let coord = rows * i + j;
buf[coord] = n?;
}
line.clear();
j += 1;
}
Ok(Data {
rows,
dimensions,
buf,
})
}
fn read_label(opt: &Opt) -> Result<Label> {
let file = File::open(&opt.label_file)?;
let mut reader = BufReader::new(file);
// Read first line
let mut first_line = String::new();
reader.read_line(&mut first_line)?;
let num_points = first_line.trim().parse()?;
// Read rest of the data
let mut labels = Vec::with_capacity(num_points);
let mut line = String::new();
loop {
let size = reader.read_line(&mut line)?;
if size == 0 {
break;
}
let label = line.trim().parse::<f64>()?;
labels.push(label);
line.clear();
}
Ok(Label {
num_points,
buf: labels,
})
}

View File

@ -0,0 +1,4 @@
max_width = 80
tab_spaces = 2
wrap_comments = true
fn_single_line = true