Skip to main content

Test: A super fast C++ implementation of RMSNorm

Project description

fastnorm_cpp 🚀

High-performance C++ implementation of RMSNorm for Python.

🛠 Installation

From Source

git clone [https://github.com/mariorch22/fastnorm_cpp.git](https://github.com/mariorch22/fastnorm_cpp.git)
cd fastnorm-cpp
uv pip install -e .

🚀 Usage

import fastnorm

data = [1.0, 2.0, 3.0, 4.0]
result = fastnorm.rmsnorm(data)
print(result)

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distributions

No source distribution files available for this release.See tutorial on generating distribution archives.

Built Distributions

If you're not sure about the file name format, learn more about wheel file names.

fastnorm_cpp-0.1.3-pp310-pypy310_pp73-win_amd64.whl (66.2 kB view details)

Uploaded PyPyWindows x86-64

fastnorm_cpp-0.1.3-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (86.7 kB view details)

Uploaded PyPymanylinux: glibc 2.17+ x86-64

fastnorm_cpp-0.1.3-pp310-pypy310_pp73-manylinux_2_17_i686.manylinux2014_i686.whl (92.3 kB view details)

Uploaded PyPymanylinux: glibc 2.17+ i686

fastnorm_cpp-0.1.3-pp310-pypy310_pp73-macosx_11_0_arm64.whl (54.7 kB view details)

Uploaded PyPymacOS 11.0+ ARM64

fastnorm_cpp-0.1.3-cp313-cp313-win_amd64.whl (68.3 kB view details)

Uploaded CPython 3.13Windows x86-64

fastnorm_cpp-0.1.3-cp313-cp313-win32.whl (62.6 kB view details)

Uploaded CPython 3.13Windows x86

fastnorm_cpp-0.1.3-cp313-cp313-musllinux_1_2_x86_64.whl (1.1 MB view details)

Uploaded CPython 3.13musllinux: musl 1.2+ x86-64

fastnorm_cpp-0.1.3-cp313-cp313-musllinux_1_2_i686.whl (1.2 MB view details)

Uploaded CPython 3.13musllinux: musl 1.2+ i686

fastnorm_cpp-0.1.3-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (88.9 kB view details)

Uploaded CPython 3.13manylinux: glibc 2.17+ x86-64

fastnorm_cpp-0.1.3-cp313-cp313-manylinux_2_17_i686.manylinux2014_i686.whl (94.3 kB view details)

Uploaded CPython 3.13manylinux: glibc 2.17+ i686

fastnorm_cpp-0.1.3-cp313-cp313-macosx_11_0_arm64.whl (55.9 kB view details)

Uploaded CPython 3.13macOS 11.0+ ARM64

fastnorm_cpp-0.1.3-cp312-cp312-win_amd64.whl (68.3 kB view details)

Uploaded CPython 3.12Windows x86-64

fastnorm_cpp-0.1.3-cp312-cp312-win32.whl (62.6 kB view details)

Uploaded CPython 3.12Windows x86

fastnorm_cpp-0.1.3-cp312-cp312-musllinux_1_2_x86_64.whl (1.1 MB view details)

Uploaded CPython 3.12musllinux: musl 1.2+ x86-64

fastnorm_cpp-0.1.3-cp312-cp312-musllinux_1_2_i686.whl (1.2 MB view details)

Uploaded CPython 3.12musllinux: musl 1.2+ i686

fastnorm_cpp-0.1.3-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (89.0 kB view details)

Uploaded CPython 3.12manylinux: glibc 2.17+ x86-64

fastnorm_cpp-0.1.3-cp312-cp312-manylinux_2_17_i686.manylinux2014_i686.whl (94.4 kB view details)

Uploaded CPython 3.12manylinux: glibc 2.17+ i686

fastnorm_cpp-0.1.3-cp312-cp312-macosx_11_0_arm64.whl (55.8 kB view details)

Uploaded CPython 3.12macOS 11.0+ ARM64

fastnorm_cpp-0.1.3-cp311-cp311-win_amd64.whl (67.1 kB view details)

Uploaded CPython 3.11Windows x86-64

fastnorm_cpp-0.1.3-cp311-cp311-win32.whl (61.9 kB view details)

Uploaded CPython 3.11Windows x86

fastnorm_cpp-0.1.3-cp311-cp311-musllinux_1_2_x86_64.whl (1.1 MB view details)

Uploaded CPython 3.11musllinux: musl 1.2+ x86-64

fastnorm_cpp-0.1.3-cp311-cp311-musllinux_1_2_i686.whl (1.2 MB view details)

Uploaded CPython 3.11musllinux: musl 1.2+ i686

fastnorm_cpp-0.1.3-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (88.4 kB view details)

Uploaded CPython 3.11manylinux: glibc 2.17+ x86-64

fastnorm_cpp-0.1.3-cp311-cp311-manylinux_2_17_i686.manylinux2014_i686.whl (93.9 kB view details)

Uploaded CPython 3.11manylinux: glibc 2.17+ i686

fastnorm_cpp-0.1.3-cp311-cp311-macosx_11_0_arm64.whl (55.7 kB view details)

Uploaded CPython 3.11macOS 11.0+ ARM64

fastnorm_cpp-0.1.3-cp310-cp310-win_amd64.whl (66.1 kB view details)

Uploaded CPython 3.10Windows x86-64

fastnorm_cpp-0.1.3-cp310-cp310-win32.whl (60.9 kB view details)

Uploaded CPython 3.10Windows x86

fastnorm_cpp-0.1.3-cp310-cp310-musllinux_1_2_x86_64.whl (1.1 MB view details)

Uploaded CPython 3.10musllinux: musl 1.2+ x86-64

fastnorm_cpp-0.1.3-cp310-cp310-musllinux_1_2_i686.whl (1.2 MB view details)

Uploaded CPython 3.10musllinux: musl 1.2+ i686

fastnorm_cpp-0.1.3-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (86.6 kB view details)

Uploaded CPython 3.10manylinux: glibc 2.17+ x86-64

fastnorm_cpp-0.1.3-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl (92.6 kB view details)

Uploaded CPython 3.10manylinux: glibc 2.17+ i686

fastnorm_cpp-0.1.3-cp310-cp310-macosx_11_0_arm64.whl (54.5 kB view details)

Uploaded CPython 3.10macOS 11.0+ ARM64

File details

Details for the file fastnorm_cpp-0.1.3-pp310-pypy310_pp73-win_amd64.whl.

File metadata

File hashes

Hashes for fastnorm_cpp-0.1.3-pp310-pypy310_pp73-win_amd64.whl
Algorithm Hash digest
SHA256 d4f0c65b1a07ac61a0a85ad55b735f2afafdeb37358014819624f0e50cb7c4f0
MD5 e22b18ef4bfa7c3a81db67ff36277d90
BLAKE2b-256 3da6bfe150cf82460973edf28110441f77dc27275fe6b27bedcf941a3f2af424

See more details on using hashes here.

Provenance

The following attestation bundles were made for fastnorm_cpp-0.1.3-pp310-pypy310_pp73-win_amd64.whl:

Publisher: pypi-publish.yml on mariorch22/fastnorm_cpp

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file fastnorm_cpp-0.1.3-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for fastnorm_cpp-0.1.3-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 f8a2f9c2c5ac8a6d8882d8beccdb8c4dc81e18c7a8be3c8f7239fd2c9f089f04
MD5 9ff5c30e927513eb292f3eea37de2b18
BLAKE2b-256 535687cf53be9b5086ef3974cbc381cf59624bc028f03f9abaebf76e74f1652d

See more details on using hashes here.

Provenance

The following attestation bundles were made for fastnorm_cpp-0.1.3-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl:

Publisher: pypi-publish.yml on mariorch22/fastnorm_cpp

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file fastnorm_cpp-0.1.3-pp310-pypy310_pp73-manylinux_2_17_i686.manylinux2014_i686.whl.

File metadata

File hashes

Hashes for fastnorm_cpp-0.1.3-pp310-pypy310_pp73-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm Hash digest
SHA256 2fd34aa066bea893d5f9cf6b24dcd76e2f1654c40b62e5926a610aa6b8653e7e
MD5 68150c5d6a4e40672e4f2a7ae62a71c5
BLAKE2b-256 7e79f3b32ed045ffa4679233393f070971e0353401378c47220eb8f3a62f3c66

See more details on using hashes here.

Provenance

The following attestation bundles were made for fastnorm_cpp-0.1.3-pp310-pypy310_pp73-manylinux_2_17_i686.manylinux2014_i686.whl:

Publisher: pypi-publish.yml on mariorch22/fastnorm_cpp

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file fastnorm_cpp-0.1.3-pp310-pypy310_pp73-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for fastnorm_cpp-0.1.3-pp310-pypy310_pp73-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 41dbde937f991456ebf0b37b6ab31ff550d63b86487249ccde9628499c996e0f
MD5 b465abfeffe45cdbbf1ec282764fe7a3
BLAKE2b-256 1ae21ea5e8ae89f565ff76a533cc1f334defca5d8e7134a2b74cedbb8a091792

See more details on using hashes here.

Provenance

The following attestation bundles were made for fastnorm_cpp-0.1.3-pp310-pypy310_pp73-macosx_11_0_arm64.whl:

Publisher: pypi-publish.yml on mariorch22/fastnorm_cpp

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file fastnorm_cpp-0.1.3-cp313-cp313-win_amd64.whl.

File metadata

File hashes

Hashes for fastnorm_cpp-0.1.3-cp313-cp313-win_amd64.whl
Algorithm Hash digest
SHA256 aa1130128fced84f79450718c5c6284a11e6672088eb18d102bf0f39e43bc657
MD5 5acfaafa0592d34380e4bda3555f91a3
BLAKE2b-256 44915c4c7b3a4fbe42140258f04418776d7f5ad42ecef4ddb7cc854c6b9d6325

See more details on using hashes here.

Provenance

The following attestation bundles were made for fastnorm_cpp-0.1.3-cp313-cp313-win_amd64.whl:

Publisher: pypi-publish.yml on mariorch22/fastnorm_cpp

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file fastnorm_cpp-0.1.3-cp313-cp313-win32.whl.

File metadata

  • Download URL: fastnorm_cpp-0.1.3-cp313-cp313-win32.whl
  • Upload date:
  • Size: 62.6 kB
  • Tags: CPython 3.13, Windows x86
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.7

File hashes

Hashes for fastnorm_cpp-0.1.3-cp313-cp313-win32.whl
Algorithm Hash digest
SHA256 0a9f23d5e9e639735593d86173e11985ac738a3613e00597edad3d1227a46d51
MD5 c3e5556ccae8aaefa7904a8b58d5bdb4
BLAKE2b-256 79f959f5268ec2688b1a64adf2dcafa4cccb926cf389a38b2701211d8f069d04

See more details on using hashes here.

Provenance

The following attestation bundles were made for fastnorm_cpp-0.1.3-cp313-cp313-win32.whl:

Publisher: pypi-publish.yml on mariorch22/fastnorm_cpp

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file fastnorm_cpp-0.1.3-cp313-cp313-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for fastnorm_cpp-0.1.3-cp313-cp313-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 f6c97dba1bcf8bb34184c53edea5559c56792614b885071526e20787d20895b1
MD5 abad6fb5f235302e2c2b25636c7d4279
BLAKE2b-256 3f5947c9be73aa672a67c41087ab470c4752ae93fc2969e8c9cd6d85082e664b

See more details on using hashes here.

Provenance

The following attestation bundles were made for fastnorm_cpp-0.1.3-cp313-cp313-musllinux_1_2_x86_64.whl:

Publisher: pypi-publish.yml on mariorch22/fastnorm_cpp

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file fastnorm_cpp-0.1.3-cp313-cp313-musllinux_1_2_i686.whl.

File metadata

File hashes

Hashes for fastnorm_cpp-0.1.3-cp313-cp313-musllinux_1_2_i686.whl
Algorithm Hash digest
SHA256 a44e83e93f2773071cac1f92ed8959fed6e7762ad24243d095266baa6926c51c
MD5 a5bf7f7863602387efc89e20fd14fcd8
BLAKE2b-256 49798d8cbffa99ea6b649e3f309582ad7350c0ee478ebfa692bde451917a5da2

See more details on using hashes here.

Provenance

The following attestation bundles were made for fastnorm_cpp-0.1.3-cp313-cp313-musllinux_1_2_i686.whl:

Publisher: pypi-publish.yml on mariorch22/fastnorm_cpp

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file fastnorm_cpp-0.1.3-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for fastnorm_cpp-0.1.3-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 8a794752020e8f68ee754fa254c57be8c05d045d2e2caeadbd0b402236e91c1c
MD5 8028cebb755e3d9b34e4463b7ecf4531
BLAKE2b-256 d517dcfbec99624ae681fd2ab0eafe17b0efb7634382f5c68dbc716f5f2244a2

See more details on using hashes here.

Provenance

The following attestation bundles were made for fastnorm_cpp-0.1.3-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl:

Publisher: pypi-publish.yml on mariorch22/fastnorm_cpp

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file fastnorm_cpp-0.1.3-cp313-cp313-manylinux_2_17_i686.manylinux2014_i686.whl.

File metadata

File hashes

Hashes for fastnorm_cpp-0.1.3-cp313-cp313-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm Hash digest
SHA256 0bfdb4e77e6503f7bbcfac75eab2d69de383d8dbdbeca82787503571a7817b40
MD5 3e981313f68ce91a54d97be46e29cdf9
BLAKE2b-256 7bbb8d62007a0c719ba22e31757f7209812ab4114bb8dcae25786aaf01c4f2eb

See more details on using hashes here.

Provenance

The following attestation bundles were made for fastnorm_cpp-0.1.3-cp313-cp313-manylinux_2_17_i686.manylinux2014_i686.whl:

Publisher: pypi-publish.yml on mariorch22/fastnorm_cpp

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file fastnorm_cpp-0.1.3-cp313-cp313-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for fastnorm_cpp-0.1.3-cp313-cp313-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 988a0cb008582b82e32cb04fe07ee399c0589b2abb9855dafe8a7bf98587c0ea
MD5 c9db7bccf755ca0ee6d855783924f6a0
BLAKE2b-256 aeacd1cbff2bb7f2bf968b126000c7cc72ee70e018e1c99e4908ad0c74dff63e

See more details on using hashes here.

Provenance

The following attestation bundles were made for fastnorm_cpp-0.1.3-cp313-cp313-macosx_11_0_arm64.whl:

Publisher: pypi-publish.yml on mariorch22/fastnorm_cpp

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file fastnorm_cpp-0.1.3-cp312-cp312-win_amd64.whl.

File metadata

File hashes

Hashes for fastnorm_cpp-0.1.3-cp312-cp312-win_amd64.whl
Algorithm Hash digest
SHA256 c34df925af486edf2d8082d4121c4898ab7bcaaee907122435620243a7691d34
MD5 f984d71fba1bba396d963304290c6b89
BLAKE2b-256 13439fba30568135b66ffb65ee5e2928c5e7fda60c034c33a9905eed2f2fd52a

See more details on using hashes here.

Provenance

The following attestation bundles were made for fastnorm_cpp-0.1.3-cp312-cp312-win_amd64.whl:

Publisher: pypi-publish.yml on mariorch22/fastnorm_cpp

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file fastnorm_cpp-0.1.3-cp312-cp312-win32.whl.

File metadata

  • Download URL: fastnorm_cpp-0.1.3-cp312-cp312-win32.whl
  • Upload date:
  • Size: 62.6 kB
  • Tags: CPython 3.12, Windows x86
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.7

File hashes

Hashes for fastnorm_cpp-0.1.3-cp312-cp312-win32.whl
Algorithm Hash digest
SHA256 74e00fc4099735112352ae85f6edefd07bc01dcf358e0056830020d6519385b7
MD5 a5973356fc50954f27b613c107b08783
BLAKE2b-256 56ed044b4a0c90efb6cb22f17bd5829b715c77a60ecffb017c8f16e78847dd42

See more details on using hashes here.

Provenance

The following attestation bundles were made for fastnorm_cpp-0.1.3-cp312-cp312-win32.whl:

Publisher: pypi-publish.yml on mariorch22/fastnorm_cpp

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file fastnorm_cpp-0.1.3-cp312-cp312-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for fastnorm_cpp-0.1.3-cp312-cp312-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 9cd45427f5589431942811048f779b1250b74ec97ca369159dad64a85df7f118
MD5 98912a17d27b08419536cc45ca500868
BLAKE2b-256 151f95f17921b64254044e8cd91aca20ed84962e7152bdd2d47dd654a637d8e8

See more details on using hashes here.

Provenance

The following attestation bundles were made for fastnorm_cpp-0.1.3-cp312-cp312-musllinux_1_2_x86_64.whl:

Publisher: pypi-publish.yml on mariorch22/fastnorm_cpp

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file fastnorm_cpp-0.1.3-cp312-cp312-musllinux_1_2_i686.whl.

File metadata

File hashes

Hashes for fastnorm_cpp-0.1.3-cp312-cp312-musllinux_1_2_i686.whl
Algorithm Hash digest
SHA256 5258d064f35ed7ca4ccfb6f7a662af6cfd6164284a2da3b26873152b13d5c313
MD5 c08be488b1924cacdd4b37aa17e4a5eb
BLAKE2b-256 91424ebadf5b867546308463f202baf4b7725515515ccd96394050b60235de82

See more details on using hashes here.

Provenance

The following attestation bundles were made for fastnorm_cpp-0.1.3-cp312-cp312-musllinux_1_2_i686.whl:

Publisher: pypi-publish.yml on mariorch22/fastnorm_cpp

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file fastnorm_cpp-0.1.3-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for fastnorm_cpp-0.1.3-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 d8a468c6702a46a45cd946d813b7ca445a03d31895b02bac5d5e3cbb4de08697
MD5 2b1725930a012139ed80d169dd3e2a7c
BLAKE2b-256 25b29ba104f51c182410fb8551eb4be3d0518d423c2e7d2969e28b4a6a1232d7

See more details on using hashes here.

Provenance

The following attestation bundles were made for fastnorm_cpp-0.1.3-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl:

Publisher: pypi-publish.yml on mariorch22/fastnorm_cpp

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file fastnorm_cpp-0.1.3-cp312-cp312-manylinux_2_17_i686.manylinux2014_i686.whl.

File metadata

File hashes

Hashes for fastnorm_cpp-0.1.3-cp312-cp312-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm Hash digest
SHA256 3f9eeebbdb3eacf94fd092de0b58cc9ca7cc011b16123649e7d5ee78f7f4ff21
MD5 3d8d8b837eb9fe709e17e36bc9d3457a
BLAKE2b-256 39a9df3d6a31259f885c5616277029912b51bfd193add709a09bc0c203deb479

See more details on using hashes here.

Provenance

The following attestation bundles were made for fastnorm_cpp-0.1.3-cp312-cp312-manylinux_2_17_i686.manylinux2014_i686.whl:

Publisher: pypi-publish.yml on mariorch22/fastnorm_cpp

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file fastnorm_cpp-0.1.3-cp312-cp312-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for fastnorm_cpp-0.1.3-cp312-cp312-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 63b472e816ad48ded64a28b2bc94a8131b40ab04b3fe4ef7d0702f8d427fe2b6
MD5 75b4d924fe151092d6d190dd3980350f
BLAKE2b-256 87dca3e4f418812a068e58e8c3a955ba093fa2c203bf5dafb96387b8becb1db5

See more details on using hashes here.

Provenance

The following attestation bundles were made for fastnorm_cpp-0.1.3-cp312-cp312-macosx_11_0_arm64.whl:

Publisher: pypi-publish.yml on mariorch22/fastnorm_cpp

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file fastnorm_cpp-0.1.3-cp311-cp311-win_amd64.whl.

File metadata

File hashes

Hashes for fastnorm_cpp-0.1.3-cp311-cp311-win_amd64.whl
Algorithm Hash digest
SHA256 2aa79079510859b9bbb9da078e6683d025bac5cbf683cd490fafe1cb3d039fda
MD5 9f267818264d6ec604079cab80cae7d1
BLAKE2b-256 b50a8a8c0cefbf5034b77ea48a9ac1365ef783a204681428c7536a38e01ca266

See more details on using hashes here.

Provenance

The following attestation bundles were made for fastnorm_cpp-0.1.3-cp311-cp311-win_amd64.whl:

Publisher: pypi-publish.yml on mariorch22/fastnorm_cpp

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file fastnorm_cpp-0.1.3-cp311-cp311-win32.whl.

File metadata

  • Download URL: fastnorm_cpp-0.1.3-cp311-cp311-win32.whl
  • Upload date:
  • Size: 61.9 kB
  • Tags: CPython 3.11, Windows x86
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.7

File hashes

Hashes for fastnorm_cpp-0.1.3-cp311-cp311-win32.whl
Algorithm Hash digest
SHA256 21e21272c55c4cfff57e0a48790a3509c5b8031482df73860db85e01fee4b65a
MD5 15f823679bbfae08593505f4477e42d2
BLAKE2b-256 d0aa9a6ced337f50cd36312586665fabf13b7a67c02852018b44832a678079fe

See more details on using hashes here.

Provenance

The following attestation bundles were made for fastnorm_cpp-0.1.3-cp311-cp311-win32.whl:

Publisher: pypi-publish.yml on mariorch22/fastnorm_cpp

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file fastnorm_cpp-0.1.3-cp311-cp311-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for fastnorm_cpp-0.1.3-cp311-cp311-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 06d19dd4175803f949d23b9807be48de5b1cb1b7d38c229cb1eb9801ff5c6aea
MD5 3849ec0d0bace1a716224f1accb8529f
BLAKE2b-256 ba79ce1a14a0fa138e686f94767089db7b57b4510859833aa35de7c789af6514

See more details on using hashes here.

Provenance

The following attestation bundles were made for fastnorm_cpp-0.1.3-cp311-cp311-musllinux_1_2_x86_64.whl:

Publisher: pypi-publish.yml on mariorch22/fastnorm_cpp

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file fastnorm_cpp-0.1.3-cp311-cp311-musllinux_1_2_i686.whl.

File metadata

File hashes

Hashes for fastnorm_cpp-0.1.3-cp311-cp311-musllinux_1_2_i686.whl
Algorithm Hash digest
SHA256 a157e9553ac1ab86c6844930b51919cfd210bca7363ef0019dcf6eb5c6ed17c6
MD5 d1b6fed177242d9e4c7dd86cff0c5143
BLAKE2b-256 4ad2a549d751fd97d3df1f35315861f1f5973a47e1dc0faaf895d9cda9692652

See more details on using hashes here.

Provenance

The following attestation bundles were made for fastnorm_cpp-0.1.3-cp311-cp311-musllinux_1_2_i686.whl:

Publisher: pypi-publish.yml on mariorch22/fastnorm_cpp

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file fastnorm_cpp-0.1.3-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for fastnorm_cpp-0.1.3-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 c77ed4e740fd4f549ed81d5a8615fdf6fecf0f8a07b0d0b6c4e5e9bda912b795
MD5 eb6e4b0e14190659631ac10bc238f249
BLAKE2b-256 1ba73e4e5d5dbf28fd7bfbd369282f8955a6e7c8a76cd178c754301113c774e0

See more details on using hashes here.

Provenance

The following attestation bundles were made for fastnorm_cpp-0.1.3-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl:

Publisher: pypi-publish.yml on mariorch22/fastnorm_cpp

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file fastnorm_cpp-0.1.3-cp311-cp311-manylinux_2_17_i686.manylinux2014_i686.whl.

File metadata

File hashes

Hashes for fastnorm_cpp-0.1.3-cp311-cp311-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm Hash digest
SHA256 e9bc4c9be93fa2ffdc35a140c41792d4279169f3dbc76be0284f898f22c05a37
MD5 47dc481e22f45cda4e252d2ca6f7a39d
BLAKE2b-256 5166c645f7de89eaaa206e1be6aaf40e987fc64aee8cd17092c7d3be5e1ce8ef

See more details on using hashes here.

Provenance

The following attestation bundles were made for fastnorm_cpp-0.1.3-cp311-cp311-manylinux_2_17_i686.manylinux2014_i686.whl:

Publisher: pypi-publish.yml on mariorch22/fastnorm_cpp

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file fastnorm_cpp-0.1.3-cp311-cp311-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for fastnorm_cpp-0.1.3-cp311-cp311-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 53536353ca41b673552833fe11d5850f8e97a9b93fee4f7b1eb8cb9f8b6c421f
MD5 2ae422c4555fcecda90ea0bfcf0c6deb
BLAKE2b-256 f23c53b68698a327836f68ae131509f13885036c6132b75227e02dd5d7320fb9

See more details on using hashes here.

Provenance

The following attestation bundles were made for fastnorm_cpp-0.1.3-cp311-cp311-macosx_11_0_arm64.whl:

Publisher: pypi-publish.yml on mariorch22/fastnorm_cpp

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file fastnorm_cpp-0.1.3-cp310-cp310-win_amd64.whl.

File metadata

File hashes

Hashes for fastnorm_cpp-0.1.3-cp310-cp310-win_amd64.whl
Algorithm Hash digest
SHA256 81193571b7969dbdb6f3bd28f4f547a353b641ee5a65b1909fcdc9c10527b878
MD5 9390fe1ae406ecbbca33a26b0d2f2b03
BLAKE2b-256 53e777c61a683803a94343bb65fcd8d8aad8ee6d39325c3db3cbef20928115d5

See more details on using hashes here.

Provenance

The following attestation bundles were made for fastnorm_cpp-0.1.3-cp310-cp310-win_amd64.whl:

Publisher: pypi-publish.yml on mariorch22/fastnorm_cpp

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file fastnorm_cpp-0.1.3-cp310-cp310-win32.whl.

File metadata

  • Download URL: fastnorm_cpp-0.1.3-cp310-cp310-win32.whl
  • Upload date:
  • Size: 60.9 kB
  • Tags: CPython 3.10, Windows x86
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.7

File hashes

Hashes for fastnorm_cpp-0.1.3-cp310-cp310-win32.whl
Algorithm Hash digest
SHA256 0773584fdc46041396c17b6ec6c25da248cace54debfe681bdef7591647ff90d
MD5 53d515ba2da2860f169ebd4963e06716
BLAKE2b-256 f83d90e729d5f54bc0675aba851a9d635b414e7a45c6295986c56f994ac6b1c9

See more details on using hashes here.

Provenance

The following attestation bundles were made for fastnorm_cpp-0.1.3-cp310-cp310-win32.whl:

Publisher: pypi-publish.yml on mariorch22/fastnorm_cpp

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file fastnorm_cpp-0.1.3-cp310-cp310-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for fastnorm_cpp-0.1.3-cp310-cp310-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 e25a84ecf84ae6a94327967e185fba6922f64cded76161cb2dd4e004840b82e3
MD5 9133c261307ee736acb8beca28566fed
BLAKE2b-256 304c93bf0fabfafbe8037556baa180e2947950ca01a6b088b16f88e72dd5f3ef

See more details on using hashes here.

Provenance

The following attestation bundles were made for fastnorm_cpp-0.1.3-cp310-cp310-musllinux_1_2_x86_64.whl:

Publisher: pypi-publish.yml on mariorch22/fastnorm_cpp

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file fastnorm_cpp-0.1.3-cp310-cp310-musllinux_1_2_i686.whl.

File metadata

File hashes

Hashes for fastnorm_cpp-0.1.3-cp310-cp310-musllinux_1_2_i686.whl
Algorithm Hash digest
SHA256 ac563f3ba399a83fee88068357804b9cde6c3241922b8dc4e78f10c3418eb890
MD5 f903fca142eb6c9671f890c013e720b6
BLAKE2b-256 92282e7de654756d5960ae831fb5675fb56044fac8f867c19890ea91fe038156

See more details on using hashes here.

Provenance

The following attestation bundles were made for fastnorm_cpp-0.1.3-cp310-cp310-musllinux_1_2_i686.whl:

Publisher: pypi-publish.yml on mariorch22/fastnorm_cpp

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file fastnorm_cpp-0.1.3-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for fastnorm_cpp-0.1.3-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 47d1223dc28c23e89e756233c4c242e77bb17f13177662350283870660dd80a4
MD5 76a9de6a0e729a1a3944a800fa4a845f
BLAKE2b-256 5b0b71f65de76c7593a88ec9cea1570431a0bd8aa568c5d873732eeb59582c90

See more details on using hashes here.

Provenance

The following attestation bundles were made for fastnorm_cpp-0.1.3-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl:

Publisher: pypi-publish.yml on mariorch22/fastnorm_cpp

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file fastnorm_cpp-0.1.3-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl.

File metadata

File hashes

Hashes for fastnorm_cpp-0.1.3-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm Hash digest
SHA256 48d37142df921238b7491a85e733157d2c721394c23c936741de909077bba43c
MD5 c96e818c1ddb8bfdbe61d92d7df4eb45
BLAKE2b-256 9ca1a494d99e58a4c05999da289ab9ed25f1ca98ffa96bf970d3476b574b0875

See more details on using hashes here.

Provenance

The following attestation bundles were made for fastnorm_cpp-0.1.3-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl:

Publisher: pypi-publish.yml on mariorch22/fastnorm_cpp

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file fastnorm_cpp-0.1.3-cp310-cp310-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for fastnorm_cpp-0.1.3-cp310-cp310-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 8f5717dae76d195e3e37d485358b1957df98dcd23a6fc278ba5503f901f40de5
MD5 c42723e77595cdf51a3140c81b505e3b
BLAKE2b-256 694918daff57bf2e4e4e1d4870792831f4245d6942abc84b14e9f9e303890c4d

See more details on using hashes here.

Provenance

The following attestation bundles were made for fastnorm_cpp-0.1.3-cp310-cp310-macosx_11_0_arm64.whl:

Publisher: pypi-publish.yml on mariorch22/fastnorm_cpp

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

Supported by

AWS Cloud computing and Security Sponsor Datadog Monitoring Depot Continuous Integration Fastly CDN Google Download Analytics Pingdom Monitoring Sentry Error logging StatusPage Status page