numr 0.5.2

High-performance numerical computing with multi-backend GPU acceleration (CPU/CUDA/WebGPU)
Documentation 
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

# Reusable test workflow: lint, format, docs, cross-platform tests, backend checks.
#
# Called by:
#   - ci.yml        (PR checks)
#   - benchmark.yml (PR regression checks)
#   - baseline.yml  (post-merge baseline saves)
#   - release.yml   (via benchmark.yml)
#
# Not triggered directly — use workflow_call only.

name: Test

on:
  workflow_call:

permissions:
  contents: read

env:
  CARGO_TERM_COLOR: always

jobs:
  lint:
    name: Lint, Format & Docs
    runs-on: ubuntu-latest
    steps:
      - uses: actions/checkout@v5

      - name: Install Rust
        uses: dtolnay/rust-toolchain@stable
        with:
          components: rustfmt, clippy

      - uses: Swatinem/rust-cache@v2
        with:
          prefix-key: lint

      - name: Check formatting
        run: cargo fmt --all --check

      - name: Run clippy (all CI-safe features)
        run: cargo clippy --all-targets --features f16,sparse -- -D warnings

      - name: Build docs
        run: cargo doc --no-deps --features f16,sparse

      - name: Run doctests
        run: cargo test --doc --features f16,sparse

  test:
    name: Test (${{ matrix.os }})
    runs-on: ${{ matrix.os }}
    strategy:
      fail-fast: false
      matrix:
        os: [ubuntu-latest, macos-latest, windows-latest]

    steps:
      - uses: actions/checkout@v5

      - name: Install Rust
        uses: dtolnay/rust-toolchain@stable

      - uses: Swatinem/rust-cache@v2
        with:
          prefix-key: test

      - name: Run tests (default)
        run: cargo test

      - name: Run tests (f16 + sparse)
        run: cargo test --features f16,sparse

  backend-and-parity:
    name: Backend Compile, Parity & Examples
    runs-on: ubuntu-latest
    steps:
      - uses: actions/checkout@v5

      - name: Install Rust
        uses: dtolnay/rust-toolchain@stable

      - uses: Swatinem/rust-cache@v2
        with:
          prefix-key: backend-parity

      # Backend compile gates
      - name: "Compile: cpu-only (no default features)"
        run: cargo check --no-default-features

      - name: "Compile: cpu + f16 + sparse"
        run: cargo check --features f16,sparse

      - name: "Compile: wgpu"
        run: cargo check --features wgpu,f16,sparse

      - name: "Compile tests: cpu-only"
        run: cargo test --no-run --no-default-features

      - name: "Compile tests: wgpu"
        run: cargo test --no-run --features wgpu,f16,sparse

      # Backend parity
      - name: Run backend parity tests
        run: cargo test backend_parity --features f16,sparse

      # Examples
      - name: Build all examples
        run: cargo build --examples --features sparse

      - name: Run examples
        run: |
          cargo run --example basic_tensor_ops
          cargo run --example autograd_linear_regression
          cargo run --example conv_unfold_im2col
          cargo run --example fft_roundtrip
          cargo run --example sparse_coo_csr_workflow --features sparse
          cargo run --example backend_switch_cpu_wgpu