Skip to main content
Pre-release

This release is a pre-release and may not be stable for production use.

Python PyPI

TensorFlow is an open source software library for high performance numerical computation. Its flexible architecture allows easy deployment of computation across a variety of platforms (CPUs, GPUs, TPUs), and from desktops to clusters of servers to mobile and edge devices.

Originally developed by researchers and engineers from the Google Brain team within Google's AI organization, it comes with strong support for machine learning and deep learning and the flexible numerical computation core is used across many other scientific domains. TensorFlow is licensed under Apache 2.0.

Release files for tf-nightly 2.22.0.dev20260421

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Built distributions (wheels)

Table of built distributions (wheels) for tf-nightly 2.22.0.dev20260421
File Actions
tf_nightly-2.22.0.dev20260421-cp314-cp314-manylinux_2_27_x86_64.whl CPython 3.14 CPython 3.14 Linux glibc 2.27+ x86-64 Details for tf_nightly-2.22.0.dev20260421-cp314-cp314-manylinux_2_27_x86_64.whl
tf_nightly-2.22.0.dev20260421-cp314-cp314-manylinux_2_27_aarch64.whl CPython 3.14 CPython 3.14 Linux glibc 2.27+ ARM64 Details for tf_nightly-2.22.0.dev20260421-cp314-cp314-manylinux_2_27_aarch64.whl
tf_nightly-2.22.0.dev20260421-cp314-cp314-macosx_12_0_arm64.whl CPython 3.14 CPython 3.14 macOS 12.0+ ARM64 Details for tf_nightly-2.22.0.dev20260421-cp314-cp314-macosx_12_0_arm64.whl
tf_nightly-2.22.0.dev20260421-cp313-cp313-win_amd64.whl CPython 3.13 CPython 3.13 Windows x86-64 Details for tf_nightly-2.22.0.dev20260421-cp313-cp313-win_amd64.whl
tf_nightly-2.22.0.dev20260421-cp313-cp313-manylinux_2_27_x86_64.whl CPython 3.13 CPython 3.13 Linux glibc 2.27+ x86-64 Details for tf_nightly-2.22.0.dev20260421-cp313-cp313-manylinux_2_27_x86_64.whl
tf_nightly-2.22.0.dev20260421-cp313-cp313-manylinux_2_27_aarch64.whl CPython 3.13 CPython 3.13 Linux glibc 2.27+ ARM64 Details for tf_nightly-2.22.0.dev20260421-cp313-cp313-manylinux_2_27_aarch64.whl
tf_nightly-2.22.0.dev20260421-cp313-cp313-macosx_12_0_arm64.whl CPython 3.13 CPython 3.13 macOS 12.0+ ARM64 Details for tf_nightly-2.22.0.dev20260421-cp313-cp313-macosx_12_0_arm64.whl
tf_nightly-2.22.0.dev20260421-cp312-cp312-manylinux_2_27_x86_64.whl CPython 3.12 CPython 3.12 Linux glibc 2.27+ x86-64 Details for tf_nightly-2.22.0.dev20260421-cp312-cp312-manylinux_2_27_x86_64.whl
tf_nightly-2.22.0.dev20260421-cp312-cp312-manylinux_2_27_aarch64.whl CPython 3.12 CPython 3.12 Linux glibc 2.27+ ARM64 Details for tf_nightly-2.22.0.dev20260421-cp312-cp312-manylinux_2_27_aarch64.whl
tf_nightly-2.22.0.dev20260421-cp312-cp312-macosx_12_0_arm64.whl CPython 3.12 CPython 3.12 macOS 12.0+ ARM64 Details for tf_nightly-2.22.0.dev20260421-cp312-cp312-macosx_12_0_arm64.whl
tf_nightly-2.22.0.dev20260421-cp311-cp311-manylinux_2_27_x86_64.whl CPython 3.11 CPython 3.11 Linux glibc 2.27+ x86-64 Details for tf_nightly-2.22.0.dev20260421-cp311-cp311-manylinux_2_27_x86_64.whl
tf_nightly-2.22.0.dev20260421-cp311-cp311-manylinux_2_27_aarch64.whl CPython 3.11 CPython 3.11 Linux glibc 2.27+ ARM64 Details for tf_nightly-2.22.0.dev20260421-cp311-cp311-manylinux_2_27_aarch64.whl
tf_nightly-2.22.0.dev20260421-cp311-cp311-macosx_12_0_arm64.whl CPython 3.11 CPython 3.11 macOS 12.0+ ARM64 Details for tf_nightly-2.22.0.dev20260421-cp311-cp311-macosx_12_0_arm64.whl

Total release size: 4.8 GB

Release files / tf_nightly-2.22.0.dev20260421-cp314-cp314-manylinux_2_27_x86_64.whl

Download URL tf_nightly-2.22.0.dev20260421-cp314-cp314-manylinux_2_27_x86_64.whl
Size 588.2 MB
Tags CPython 3.14 Linux glibc 2.27+ x86-64
SHA-256 checksum
How to use checksums
358323abf1c75c89eedac228041af8d52ff7e453c9bfa1a99f9781eb25638649
BLAKE2b-256 checksum
How to use checksums
67173fd60a84e0dfe087a708d3a3b6546ce4be4100b4348a0af5d86337de360c
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/6.1.0 CPython/3.8.10

Release files / tf_nightly-2.22.0.dev20260421-cp314-cp314-manylinux_2_27_aarch64.whl

Download URL tf_nightly-2.22.0.dev20260421-cp314-cp314-manylinux_2_27_aarch64.whl
Size 293.9 MB
Tags CPython 3.14 Linux glibc 2.27+ ARM64
SHA-256 checksum
How to use checksums
0e726803558fb533f5bb5a5f94622ca735711db0d2afa88fc8885cdf2be81fd0
BLAKE2b-256 checksum
How to use checksums
2099ecccfa67b55b4de5ba3b3baae4712c91b98522bd1c348aed361db3de07df
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/6.1.0 CPython/3.8.10

Release files / tf_nightly-2.22.0.dev20260421-cp314-cp314-macosx_12_0_arm64.whl

Download URL tf_nightly-2.22.0.dev20260421-cp314-cp314-macosx_12_0_arm64.whl
Size 234.6 MB
Tags CPython 3.14 macOS 12.0+ ARM64
SHA-256 checksum
How to use checksums
a4414453a020df21ca938adef1394681cfc010d079513e3f14ba5b8283d8c6ea
BLAKE2b-256 checksum
How to use checksums
3616944c6730306b390a1dd9495bc15738cbab860a24c568f47559c64c624ed3
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/6.1.0 CPython/3.8.10

Release files / tf_nightly-2.22.0.dev20260421-cp313-cp313-win_amd64.whl

Download URL tf_nightly-2.22.0.dev20260421-cp313-cp313-win_amd64.whl
Size 361.7 MB
Tags CPython 3.13 Windows x86-64
SHA-256 checksum
How to use checksums
23e6f6ea88ed1fa7834eda84c6c2807afa4745e068f39a1247fdbc37749fd9cf
BLAKE2b-256 checksum
How to use checksums
1c03924be7518849e8308973155cbb67dffea7431018373c9c306ba3d034d6fc
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/6.1.0 CPython/3.8.10

Release files / tf_nightly-2.22.0.dev20260421-cp313-cp313-manylinux_2_27_x86_64.whl

Download URL tf_nightly-2.22.0.dev20260421-cp313-cp313-manylinux_2_27_x86_64.whl
Size 588.1 MB
Tags CPython 3.13 Linux glibc 2.27+ x86-64
SHA-256 checksum
How to use checksums
af51ee3ff18fca52f529f0f1e7ac86e07b8413e7a15e52d1a1d89e48c8d0b63b
BLAKE2b-256 checksum
How to use checksums
e19df454b4f09bdf4a19ebaa42dd3919ee7082c18fa12ec3f31e0c1997caa675
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/6.1.0 CPython/3.8.10

Release files / tf_nightly-2.22.0.dev20260421-cp313-cp313-manylinux_2_27_aarch64.whl

Download URL tf_nightly-2.22.0.dev20260421-cp313-cp313-manylinux_2_27_aarch64.whl
Size 293.9 MB
Tags CPython 3.13 Linux glibc 2.27+ ARM64
SHA-256 checksum
How to use checksums
b81d8cffbd4b422cf26326c8eeb49c21702232e1ea4dd4f2a5f885848914db44
BLAKE2b-256 checksum
How to use checksums
ec169af32eb15d3d9be0a045ae2fb67964747c7761812cc165d93781a72be9f4
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/6.1.0 CPython/3.8.10

Release files / tf_nightly-2.22.0.dev20260421-cp313-cp313-macosx_12_0_arm64.whl

Download URL tf_nightly-2.22.0.dev20260421-cp313-cp313-macosx_12_0_arm64.whl
Size 234.6 MB
Tags CPython 3.13 macOS 12.0+ ARM64
SHA-256 checksum
How to use checksums
c990a0da6ad771b8c4d1a71e39e00417bfb3243f4c95faf93a0451ea4f4f362f
BLAKE2b-256 checksum
How to use checksums
321784e33129da0e5bb65997b3dfcceca41a365aeb64aa17a3b33a19b7020b69
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/6.1.0 CPython/3.8.10

Release files / tf_nightly-2.22.0.dev20260421-cp312-cp312-manylinux_2_27_x86_64.whl

Download URL tf_nightly-2.22.0.dev20260421-cp312-cp312-manylinux_2_27_x86_64.whl
Size 588.0 MB
Tags CPython 3.12 Linux glibc 2.27+ x86-64
SHA-256 checksum
How to use checksums
d4750b00b23459eb6627ad8bb0607055d697ea9b57e7f2635d00d22f2f6cb5c0
BLAKE2b-256 checksum
How to use checksums
fe35676068e557f3f2ef2df3a3702de97a9e26c3ff9c7fdaccaaefa1819777c2
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/6.1.0 CPython/3.8.10

Release files / tf_nightly-2.22.0.dev20260421-cp312-cp312-manylinux_2_27_aarch64.whl

Download URL tf_nightly-2.22.0.dev20260421-cp312-cp312-manylinux_2_27_aarch64.whl
Size 293.7 MB
Tags CPython 3.12 Linux glibc 2.27+ ARM64
SHA-256 checksum
How to use checksums
3de28a93587b4f931c47e3c884e69ce369d26f191499ac682ace8b50b649da82
BLAKE2b-256 checksum
How to use checksums
2c378c96cd867981418c07da4c323789f8241ce59dedf8ba17eddc9bb3b53978
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/6.1.0 CPython/3.8.10

Release files / tf_nightly-2.22.0.dev20260421-cp312-cp312-macosx_12_0_arm64.whl

Download URL tf_nightly-2.22.0.dev20260421-cp312-cp312-macosx_12_0_arm64.whl
Size 234.5 MB
Tags CPython 3.12 macOS 12.0+ ARM64
SHA-256 checksum
How to use checksums
4c34a04e21c351dfcede07a9b5406014755d8883c7ec2635df5eb6151fcbaca1
BLAKE2b-256 checksum
How to use checksums
138a7e37824dc3fb4b7abde141ad2418ba0c329f33247d9126254df0e769b7a8
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/6.1.0 CPython/3.8.10

Release files / tf_nightly-2.22.0.dev20260421-cp311-cp311-manylinux_2_27_x86_64.whl

Download URL tf_nightly-2.22.0.dev20260421-cp311-cp311-manylinux_2_27_x86_64.whl
Size 587.9 MB
Tags CPython 3.11 Linux glibc 2.27+ x86-64
SHA-256 checksum
How to use checksums
4b8171077550cc67d8ea1f7edbd9215ac4776e8d105b6626fae9fedffacc1fe0
BLAKE2b-256 checksum
How to use checksums
319574ba8bd535f4c7371909fac272d4def01c1930d9d328f0a96bbc76d3b9ee
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/6.1.0 CPython/3.8.10

Release files / tf_nightly-2.22.0.dev20260421-cp311-cp311-manylinux_2_27_aarch64.whl

Download URL tf_nightly-2.22.0.dev20260421-cp311-cp311-manylinux_2_27_aarch64.whl
Size 293.7 MB
Tags CPython 3.11 Linux glibc 2.27+ ARM64
SHA-256 checksum
How to use checksums
cbd70a31322146ebd0449d9881541e6ccfce42d6e85dfaf713ba330cd634443e
BLAKE2b-256 checksum
How to use checksums
25eb08c8073901a41c5e814c61931dd344b7aa695774c1fedfdb665b4e617e69
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/6.1.0 CPython/3.8.10

Release files / tf_nightly-2.22.0.dev20260421-cp311-cp311-macosx_12_0_arm64.whl

Download URL tf_nightly-2.22.0.dev20260421-cp311-cp311-macosx_12_0_arm64.whl
Size 234.4 MB
Tags CPython 3.11 macOS 12.0+ ARM64
SHA-256 checksum
How to use checksums
5b79487eeb836cab23dad9767e4197a45c4e25e34e1089f9a65cc5ad17b047dc
BLAKE2b-256 checksum
How to use checksums
c1dc2d073689191cb5686dba5631afec13a7b6ad691fbaf80403daf355096768
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/6.1.0 CPython/3.8.10

Security for tf-nightly 2.22.0.dev20260421

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

No provenance found

None of the files in this release were uploaded with provenance metadata.

A note on package security

PyPI is a repository for distributing packages, not a service for auditing them. While third-party security researchers and our staff do their best to detect and remove malicious packages, PyPI cannot guarantee the quality, security or suitability of any given package.

To learn more about protecting yourself from malicious actors, visit our package security documentation.

Release history Release notifications | RSS feed

This release
Anthropic, PBC Visionary sponsor Bloomberg Visionary sponsor Hudson River Trading Visionary sponsor Meta Visionary sponsor NVIDIA Visionary sponsor Microsoft Sustainability sponsor Depot Continuous Integration AWS Cloud computing and Security Sponsor Datadog Monitoring Fastly CDN Google Download Analytics Sentry Error logging StatusPage Status page