File size: 8,354 Bytes
3ce1a40 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 | import { test } from 'node:test';
import assert from 'node:assert/strict';
import { compile } from '../kernel/compiler/compile.js';
import { KernelRuntime, RuntimeError } from '../wasm/runtime/runtime.js';
const VECTOR_ADD = `
__global__
void vector_add(const float* A, const float* B, float* C, int N)
{
int i = blockIdx.x * blockDim.x + threadIdx.x;
if (i < N)
C[i] = A[i] + B[i];
}
`;
/** Loads a value-returning kernel and returns a plain function. */
async function scalarKernel(source) {
const kernel = await new KernelRuntime().load(source);
return (...args) => kernel.call(...args);
}
test('wasm: compiled modules pass WebAssembly validation', () => {
assert.ok(WebAssembly.validate(compile(VECTOR_ADD).bytes));
assert.ok(WebAssembly.validate(compile('__global__ double f(double x) { while (x > 1.0) x = x / 2.0; return x; }').bytes));
});
test('wasm: vector_add computes C = A + B and respects the N guard', async () => {
const runtime = new KernelRuntime();
const kernel = await runtime.load(VECTOR_ADD);
const n = 1000;
const a = Float32Array.from({ length: n }, (_, i) => i * 0.5);
const b = Float32Array.from({ length: n }, (_, i) => 1000 - i);
const A = runtime.upload(a);
const B = runtime.upload(b);
// One spare element past N proves threads beyond the guard do not write.
const C = runtime.alloc('f32', n + 1);
const block = 256;
kernel.launch({ grid: Math.ceil(n / block), block }, A, B, C, n);
const c = C.read();
for (let i = 0; i < n; i += 1) assert.equal(c[i], Math.fround(a[i] + b[i]));
assert.equal(c[n], 0);
});
test('wasm: global_id_x covers every thread exactly once', async () => {
const runtime = new KernelRuntime();
const kernel = await runtime.load('__global__ void count(int* hits) { hits[global_id_x] += 1; }');
const hits = runtime.alloc('i32', 3 * 7);
kernel.launch({ grid: 3, block: 7 }, hits);
assert.deepEqual([...hits.read()], new Array(21).fill(1));
});
test('wasm: integer arithmetic wraps and divides like C', async () => {
const f = await scalarKernel('__global__ int f(int a, int b) { return a / b * 1000 + a % b; }');
assert.equal(f(7, 2), 3001);
assert.equal(f(-7, 2), -3001, 'division truncates toward zero');
const wrap = await scalarKernel('__global__ int f(int a) { return a + 1; }');
assert.equal(wrap(0x7fffffff), -0x80000000);
});
test('wasm: unsigned values use unsigned division, comparison and shifts', async () => {
const f = await scalarKernel('__global__ uint f(uint a) { return a / 2; }');
assert.equal(f(0xfffffffe), 0x7fffffff);
const shr = await scalarKernel('__global__ uint f(uint a) { return a >> 28; }');
assert.equal(shr(0xf0000000), 0xf);
const lt = await scalarKernel('__global__ int f(uint a, uint b) { return a < b; }');
assert.equal(lt(1, 0x80000000), 1);
});
test('wasm: signed right shift is arithmetic', async () => {
const f = await scalarKernel('__global__ int f(int a) { return a >> 1; }');
assert.equal(f(-8), -4);
});
test('wasm: casts truncate toward zero and saturate instead of trapping', async () => {
const f = await scalarKernel('__global__ int f(float x) { return (int)x; }');
assert.equal(f(2.9), 2);
assert.equal(f(-2.9), -2);
assert.equal(f(1e20), 0x7fffffff);
assert.equal(f(Number.NaN), 0);
const g = await scalarKernel('__global__ float f(int a, int b) { return float(a) / b; }');
assert.equal(g(1, 4), 0.25);
});
test('wasm: && and || short-circuit so an out-of-range read never happens', async () => {
const runtime = new KernelRuntime();
const kernel = await runtime.load(`
__global__ void f(const int* A, int* out, int n) {
int i = global_id_x;
out[i] = (i < n && A[i] > 0) || i == 0;
}`);
const A = runtime.upload(Int32Array.from([0, 5, -1, 7]));
const out = runtime.alloc('i32', 6);
kernel.launch({ grid: 1, block: 6 }, A, out, 4);
assert.deepEqual([...out.read()], [1, 1, 0, 1, 0, 0]);
});
test('wasm: for loops honour break, continue and scoped locals', async () => {
const f = await scalarKernel(`
__global__ int f(int n) {
int sum = 0;
for (int i = 0; i < n; i += 1) {
if (i == 7) break;
if (i % 2 == 0) continue;
int i2 = i * i;
sum += i2;
}
return sum;
}`);
assert.equal(f(100), 1 + 9 + 25);
assert.equal(f(4), 1 + 9);
assert.equal(f(0), 0);
});
test('wasm: while loops and early returns', async () => {
const f = await scalarKernel(`
__global__ int collatz(int n) {
int steps = 0;
while (n != 1) {
if (steps > 1000) return -1;
if (n % 2 == 0) n = n / 2; else n = 3 * n + 1;
steps += 1;
}
return steps;
}`);
assert.equal(f(1), 0);
assert.equal(f(27), 111);
});
test('wasm: doubles keep full precision', async () => {
const f = await scalarKernel('__global__ double f(double a, double b) { return a + b; }');
assert.equal(f(0.1, 0.2), 0.1 + 0.2);
});
test('wasm: a game particle step integrates and bounces off the floor', async () => {
const runtime = new KernelRuntime();
const step = await runtime.load(`
__global__ void step(float* posY, float* velY, int count, float dt, float gravity) {
int i = global_id_x;
if (i >= count) return;
float v = velY[i] - gravity * dt;
float y = posY[i] + v * dt;
if (y < 0.0f) {
y = -y;
v = -v * 0.5f;
}
posY[i] = y;
velY[i] = v;
}`);
const count = 5;
const posY = runtime.upload(Float32Array.from([10, 5, 0.01, 2, 0]));
const velY = runtime.upload(Float32Array.from([0, 1, -2, 0, 0]));
const dt = 0.016;
const gravity = 9.8;
// Reference implementation in JS with the same f32 rounding.
const y = Float32Array.from(posY.read());
const v = Float32Array.from(velY.read());
const f = Math.fround;
for (let frame = 0; frame < 120; frame += 1) {
step.launch({ grid: 1, block: 8 }, posY, velY, count, dt, gravity);
for (let i = 0; i < count; i += 1) {
let nv = f(v[i] - f(f(gravity) * f(dt)));
let ny = f(y[i] + f(nv * f(dt)));
if (ny < 0) {
ny = -ny;
nv = f(-nv * 0.5);
}
y[i] = ny;
v[i] = nv;
}
}
assert.deepEqual([...posY.read()], [...y]);
assert.deepEqual([...velY.read()], [...v]);
assert.ok([...posY.read()].every((p) => p >= 0), 'nothing falls through the floor');
});
test('runtime: kernels loaded into one runtime share device buffers', async () => {
const runtime = new KernelRuntime();
const fill = await runtime.load('__global__ void fill(int* A, int v) { A[global_id_x] = v; }');
const double = await runtime.load('__global__ void twice(int* A) { A[global_id_x] *= 2; }');
const A = runtime.alloc('i32', 4);
fill.launch({ grid: 1, block: 4 }, A, 21);
double.launch({ grid: 1, block: 4 }, A);
assert.deepEqual([...A.read()], [42, 42, 42, 42]);
});
test('runtime: grows memory for large buffers', async () => {
const runtime = new KernelRuntime({ initialPages: 1 });
const kernel = await runtime.load('__global__ void iota(uint* A) { A[global_id_x] = global_id_x; }');
const n = 100000;
const A = runtime.alloc('u32', n);
kernel.launch({ grid: n / 1000, block: 1000 }, A);
const out = A.read();
assert.equal(out[0], 0);
assert.equal(out[n - 1], n - 1);
});
test('runtime: rejects mismatched launch arguments', async () => {
const runtime = new KernelRuntime();
const kernel = await runtime.load(VECTOR_ADD);
const f = runtime.alloc('f32', 4);
const i = runtime.alloc('i32', 4);
const grid = { grid: 1, block: 4 };
assert.throws(() => kernel.launch(grid, f, f, f), RuntimeError);
assert.throws(() => kernel.launch(grid, f, f, i, 4), /must be a f32 buffer/);
assert.throws(() => kernel.launch(grid, f, f, f, 4.5), /must be a i32/);
assert.throws(() => kernel.launch({ grid: -1, block: 4 }, f, f, f, 4), /Invalid grid/);
assert.throws(() => kernel.call(f, f, f, 4), /use launch/);
const other = new KernelRuntime().alloc('f32', 4);
assert.throws(() => kernel.launch(grid, f, f, other, 4), /different runtime/);
runtime.reset();
assert.throws(() => kernel.launch(grid, f, f, f, 4), /freed by reset/);
});
test('runtime: load() rejects a kernel that does not compile', async () => {
await assert.rejects(new KernelRuntime().load('__global__ void f() { x = 1; }'), /Unknown variable/);
});
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