Merge branch 'master' into impl_pad

Author: vtavana

.github/workflows/build-sphinx.yml

@@ -96,7 +96,7 @@ jobs:
           sudo apt-get install -y nvidia-cuda-toolkit clinfo
 
       - name: Checkout repo
-        uses: actions/checkout@d632683dd7b4114ad314bca15554477dd762a938 # v4.2.0
+        uses: actions/checkout@eef61447b9ff4aafe5dcd4e0bbf5d482be7e7871 # v4.2.1
         with:
           fetch-depth: 0
 
@@ -237,7 +237,7 @@ jobs:
     runs-on: ubuntu-latest
 
     steps:
-      - uses: actions/checkout@d632683dd7b4114ad314bca15554477dd762a938 # v4.2.0
+      - uses: actions/checkout@eef61447b9ff4aafe5dcd4e0bbf5d482be7e7871 # v4.2.1
         with:
           fetch-depth: 0
 

.github/workflows/conda-package.yml

@@ -96,7 +96,7 @@ jobs:
           access_token: ${{ github.token }}
 
       - name: Checkout DPNP repo
-        uses: actions/checkout@d632683dd7b4114ad314bca15554477dd762a938 # v4.2.0
+        uses: actions/checkout@eef61447b9ff4aafe5dcd4e0bbf5d482be7e7871 # v4.2.1
         with:
           fetch-depth: 0
 
@@ -130,7 +130,7 @@ jobs:
         run: mamba install conda-build=${{ env.CONDA_BUILD_VERSION}}
 
       - name: Cache conda packages
-        uses: actions/cache@2cdf405574d6ef1f33a1d12acccd3ae82f47b3f2 # v4.1.0
+        uses: actions/cache@3624ceb22c1c5a301c8db4169662070a689d9ea8 # v4.1.1
         env:
           CACHE_NUMBER: 1  # Increase to reset cache
         with:
@@ -145,13 +145,13 @@ jobs:
         run: conda build --no-test --python ${{ matrix.python }} --numpy 2.0 ${{ env.CHANNELS }} conda-recipe
 
       - name: Upload artifact
-        uses: actions/upload-artifact@50769540e7f4bd5e21e526ee35c689e35e0d6874 # v4.4.0
+        uses: actions/upload-artifact@b4b15b8c7c6ac21ea08fcf65892d2ee8f75cf882 # v4.4.3
         with:
           name: ${{ env.PACKAGE_NAME }} ${{ runner.os }} Python ${{ matrix.python }}
           path: ${{ env.CONDA_BLD }}${{ env.PACKAGE_NAME }}-*.tar.bz2
 
       - name: Upload wheels artifact
-        uses: actions/upload-artifact@50769540e7f4bd5e21e526ee35c689e35e0d6874 # v4.4.0
+        uses: actions/upload-artifact@b4b15b8c7c6ac21ea08fcf65892d2ee8f75cf882 # v4.4.3
         with:
           name: ${{ env.PACKAGE_NAME }} ${{ runner.os }} Wheels Python ${{ matrix.python }}
           path: ${{ env.WHEELS_OUTPUT_FOLDER }}${{ env.PACKAGE_NAME }}-*.whl
@@ -230,7 +230,7 @@ jobs:
           TEST_CHANNELS: '-c ${{ env.channel-path }} ${{ env.CHANNELS }}'
 
       - name: Cache conda packages
-        uses: actions/cache@2cdf405574d6ef1f33a1d12acccd3ae82f47b3f2 # v4.1.0
+        uses: actions/cache@3624ceb22c1c5a301c8db4169662070a689d9ea8 # v4.1.1
         env:
           CACHE_NUMBER: 1 # Increase to reset cache
         with:
@@ -374,7 +374,7 @@ jobs:
         run: more lockfile
 
       - name: Cache conda packages
-        uses: actions/cache@2cdf405574d6ef1f33a1d12acccd3ae82f47b3f2 # v4.1.0
+        uses: actions/cache@3624ceb22c1c5a301c8db4169662070a689d9ea8 # v4.1.1
         env:
           CACHE_NUMBER: 1  # Increase to reset cache
         with:
@@ -515,7 +515,7 @@ jobs:
         run: mamba install anaconda-client
 
       - name: Checkout repo
-        uses: actions/checkout@d632683dd7b4114ad314bca15554477dd762a938 # v4.2.0
+        uses: actions/checkout@eef61447b9ff4aafe5dcd4e0bbf5d482be7e7871 # v4.2.1
         with:
           repository: IntelPython/devops-tools
           fetch-depth: 0

.github/workflows/generate_coverage.yaml

@@ -33,7 +33,7 @@ jobs:
           access_token: ${{ github.token }}
 
       - name: Checkout repo
-        uses: actions/checkout@d632683dd7b4114ad314bca15554477dd762a938 # v4.2.0
+        uses: actions/checkout@eef61447b9ff4aafe5dcd4e0bbf5d482be7e7871 # v4.2.1
         with:
           fetch-depth: 0
 

.github/workflows/openssf-scorecard.yml

@@ -33,7 +33,7 @@ jobs:
 
     steps:
       - name: "Checkout code"
-        uses: actions/checkout@d632683dd7b4114ad314bca15554477dd762a938 # v4.2.0
+        uses: actions/checkout@eef61447b9ff4aafe5dcd4e0bbf5d482be7e7871 # v4.2.1
         with:
           persist-credentials: false
 
@@ -60,14 +60,14 @@ jobs:
       # Upload the results as artifacts (optional). Commenting out will disable uploads of run results in SARIF
       # format to the repository Actions tab.
       - name: "Upload artifact"
-        uses: actions/upload-artifact@50769540e7f4bd5e21e526ee35c689e35e0d6874 # v4.4.0
+        uses: actions/upload-artifact@b4b15b8c7c6ac21ea08fcf65892d2ee8f75cf882 # v4.4.3
         with:
           name: SARIF file
           path: results.sarif
           retention-days: 14
 
       # Upload the results to GitHub's code scanning dashboard.
       - name: "Upload to code-scanning"
-        uses: github/codeql-action/upload-sarif@6db8d6351fd0be61f9ed8ebd12ccd35dcec51fea # v3.26.11
+        uses: github/codeql-action/upload-sarif@c36620d31ac7c881962c3d9dd939c40ec9434f2b # v3.26.12
         with:
           sarif_file: results.sarif

.github/workflows/pre-commit.yml

@@ -26,7 +26,7 @@ jobs:
             pylint
 
       - name: Checkout DPNP repo
-        uses: actions/checkout@d632683dd7b4114ad314bca15554477dd762a938 # v4.2.0
+        uses: actions/checkout@eef61447b9ff4aafe5dcd4e0bbf5d482be7e7871 # v4.2.1
 
       - name: Set up python
         uses: actions/setup-python@f677139bbe7f9c59b41e40162b753c062f5d49a3 # v5.2.0

CHANGELOG.md

@@ -13,7 +13,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ### Fixed
 
 
-## [0.16.0] - 09/DD/2024
+## [0.16.0] - 10/14/2024
 
 This release reaches an important milestone by making offloading fully asynchronous. Calls to `dpnp` submit tasks for execution to DPC++ runtime and return without waiting for execution of these tasks to finish. The sequential semantics a user comes to expect from execution of Python script is preserved though.
 In addition, this release completes implementation of `dpnp.fft` module and adds several new array manipulation, indexing and elementwise routines. Moreover, it adds support to build `dpnp` for Nvidia GPUs.
@@ -117,6 +117,7 @@ In addition, this release completes implementation of `dpnp.fft` module and adds
 * Updated the test suit for `dpnp.fft` module [#2071](https://github.com/IntelPython/dpnp/pull/2071)
 * Reworked `dpnp.clip` implementation to align with Python Array API 2023.12 specification [#2048](https://github.com/IntelPython/dpnp/pull/2048)
 * Skipped outdated tests for `dpnp.linalg.solve` due to compatibility issues with NumPy 2.0 [#2074](https://github.com/IntelPython/dpnp/pull/2074)
+* Updated installation instructions [#2098](https://github.com/IntelPython/dpnp/pull/2098)
 
 ### Fixed
 
@@ -128,7 +129,6 @@ In addition, this release completes implementation of `dpnp.fft` module and adds
 * Fixed a crash in `dpnp.choose` caused by missing control of releasing temporary allocated device memory [#2063](https://github.com/IntelPython/dpnp/pull/2063)
 * Resolved compilation warning and error while building in debug mode [#2066](https://github.com/IntelPython/dpnp/pull/2066)
 * Fixed an issue with asynchronous execution in `dpnp.fft` module [#2067](https://github.com/IntelPython/dpnp/pull/2067)
-* Added a workaround to fix the incorrect result from `dpnp.matmul` computing on Lunar Lake or Arrow Lake Battlemage graphics [#2082](https://github.com/IntelPython/dpnp/pull/2082)
 
 ## [0.15.0] - 05/25/2024
 

README.md

@@ -41,7 +41,7 @@ python scripts/build_locally.py
 ## Install Wheel Package via pip
 Install DPNP
 ```cmd
-python -m pip install dpnp
+python -m pip install --index-url https://software.repos.intel.com/python/pypi dpnp
 ```
 
 Set path to Performance Libraries in case of using venv or system Python:

doc/known_words.txt

@@ -1,4 +1,5 @@
 al
+ary
 backend
 bitwise
 boolean
@@ -31,6 +32,7 @@ Fortran
 Frobenius
 fs
 getter
+Golub
 Hadamard
 Hypergeometric
 iinfo
@@ -51,8 +53,10 @@ ndim
 Nj
 Nk
 normed
+nuc
 Nyquist
 oneAPI
+ord
 orthonormal
 Penrose
 Polyutils

doc/quick_start_guide.rst

@@ -44,7 +44,7 @@ You will need one of the commands below:
 
 * Conda: ``conda install dpnp -c https://software.repos.intel.com/python/conda/ -c conda-forge``
 
-* Pip: ``python -m pip install dpnp``
+* Pip: ``python -m pip install --index-url https://software.repos.intel.com/python/pypi dpnp``
 
 These commands install dpnp package along with its dependencies, including
 ``dpctl`` package with `Data Parallel Control Library`_ and all required

doc/reference/binary.rst

@@ -1,7 +1,7 @@
-Binary Operations
+Bit-wise operations
 =================
 
-.. https://docs.scipy.org/doc/numpy/reference/routines.bitwise.html
+.. https://numpy.org/doc/stable/reference/routines.bitwise.html
 
 Element-wise bit operations
 ---------------------------
@@ -15,8 +15,12 @@ Element-wise bit operations
    dpnp.bitwise_or
    dpnp.bitwise_xor
    dpnp.invert
+   dpnp.bitwise_invert
    dpnp.left_shift
+   dpnp.bitwise_left_shift
    dpnp.right_shift
+   dpnp.bitwise_right_shift
+   dpnp.bitwise_count
 
 
 Bit packing

doc/reference/creation.rst

@@ -3,7 +3,7 @@
 Array creation routines
 =======================
 
-.. https://docs.scipy.org/doc/numpy/reference/routines.array-creation.html
+.. https://numpy.org/doc/stable/reference/routines.array-creation.html
 
 From shape or value
 -----------------------

doc/reference/dtype.rst

@@ -3,7 +3,7 @@
 Data type routines
 ==================
 
-.. https://docs.scipy.org/doc/numpy/reference/routines.dtype.html
+.. https://numpy.org/doc/stable/reference/routines.dtype.html
 
 .. autosummary::
    :toctree: generated/

doc/reference/fft.rst

@@ -1,9 +1,7 @@
-.. module:: dpnp.fft
-
 FFT Functions
 =============
 
-.. https://docs.scipy.org/doc/numpy/reference/routines.fft.html
+.. https://numpy.org/doc/stable/reference/routines.fft.html
 
 Standard FFTs
 -------------
@@ -12,12 +10,12 @@ Standard FFTs
    :toctree: generated/
    :nosignatures:
 
-   fft
-   ifft
-   fft2
-   ifft2
-   fftn
-   ifftn
+   dpnp.fft.fft
+   dpnp.fft.ifft
+   dpnp.fft.fft2
+   dpnp.fft.ifft2
+   dpnp.fft.fftn
+   dpnp.fft.ifftn
 
 
 Real FFTs
@@ -27,12 +25,12 @@ Real FFTs
    :toctree: generated/
    :nosignatures:
 
-   rfft
-   irfft
-   rfft2
-   irfft2
-   rfftn
-   irfftn
+   dpnp.fft.rfft
+   dpnp.fft.irfft
+   dpnp.fft.rfft2
+   dpnp.fft.irfft2
+   dpnp.fft.rfftn
+   dpnp.fft.irfftn
 
 
 Hermitian FFTs
@@ -42,8 +40,8 @@ Hermitian FFTs
    :toctree: generated/
    :nosignatures:
 
-   hfft
-   ihfft
+   dpnp.fft.hfft
+   dpnp.fft.ihfft
 
 
 Helper routines
@@ -53,10 +51,10 @@ Helper routines
    :toctree: generated/
    :nosignatures:
 
-   fftfreq
-   rfftfreq
-   fftshift
-   ifftshift
+   dpnp.fft.fftfreq
+   dpnp.fft.rfftfreq
+   dpnp.fft.fftshift
+   dpnp.fft.ifftshift
 
    .. fft.config module is not implemented yet
    .. dpnp.fft.config.set_cufft_callbacks

doc/reference/linalg.rst

@@ -1,7 +1,7 @@
 Linear Algebra
 ==============
 
-.. https://docs.scipy.org/doc/numpy/reference/routines.linalg.html
+.. https://numpy.org/doc/stable/reference/routines.linalg.html
 
 Matrix and vector products
 --------------------------
@@ -13,14 +13,19 @@ Matrix and vector products
    dpnp.dot
    dpnp.linalg.multi_dot
    dpnp.vdot
+   dpnp.vecdot
+   dpnp.linalg.vecdot (Array API compatible)
    dpnp.inner
    dpnp.outer
    dpnp.matmul
+   dpnp.linalg.matmul (Array API compatible)
    dpnp.tensordot
+   dpnp.linalg.tensordot (Array API compatible)
    dpnp.einsum
    dpnp.einsum_path
    dpnp.linalg.matrix_power
    dpnp.kron
+   dpnp.linalg.cross (Array API compatible)
 
 Decompositions
 --------------
@@ -30,8 +35,10 @@ Decompositions
    :nosignatures:
 
    dpnp.linalg.cholesky
+   dpnp.linalg.outer
    dpnp.linalg.qr
    dpnp.linalg.svd
+   dpnp.linalg.svdvals
 
 Matrix eigenvalues
 ------------------
@@ -53,11 +60,14 @@ Norms and other numbers
    :nosignatures:
 
    dpnp.linalg.norm
+   dpnp.linalg.matrix_norm (Array API compatible)
+   dpnp.linalg.vector_norm (Array API compatible)
    dpnp.linalg.cond
    dpnp.linalg.det
    dpnp.linalg.matrix_rank
    dpnp.linalg.slogdet
    dpnp.trace
+   dpnp.linalg.trace (Array API compatible)
 
 
 Solving linear equations
@@ -73,3 +83,19 @@ Solving linear equations
    dpnp.linalg.inv
    dpnp.linalg.pinv
    dpnp.linalg.tensorinv
+
+Other matrix operations
+-----------------------
+.. autosummary::
+   :toctree: generated/
+
+   dpnp.diagonal
+   dpnp.linalg.diagonal (Array API compatible)
+   dpnp.linalg.matrix_tranpose (Array API compatible)
+
+Exceptions
+----------
+.. autosummary::
+   :toctree: generated/
+
+   dpnp.linalg.linAlgError

doc/reference/logic.rst

@@ -1,7 +1,7 @@
 Logic Functions
 ===============
 
-.. https://docs.scipy.org/doc/numpy/reference/routines.logic.html
+.. https://numpy.org/doc/stable/reference/routines.logic.html
 
 Truth value testing
 -------------------

doc/reference/manipulation.rst

@@ -1,7 +1,7 @@
 Array Manipulation Routines
 ===========================
 
-.. https://docs.scipy.org/doc/numpy/reference/routines.array-manipulation.html
+.. https://numpy.org/doc/stable/reference/routines.array-manipulation.html
 
 Basic operations
 ----------------