tvm ffi

Navigation

Verified details

These details have been verified by PyPI
Project links
GitHub Statistics
Maintainers
Avatar for tqchen from gravatar.com tqchen

Unverified details

These details have not been verified by PyPI
Meta
  • License: Apache Software License (Apache 2.0)
  • Author: TVM FFI team
  • Tags machine learning , inference
  • Requires: Python >=3.9
  • Provides-Extra: cpp
Classifiers
Report project as malware

Project description

TVM FFI: Open ABI and FFI for Machine Learning Systems

📚 Documentation | 🚀 Quickstart

Apache TVM FFI is an open ABI and FFI for machine learning systems. It is a minimal, framework-agnostic, yet flexible open convention with the following systems in mind:

  • Kernel libraries - ship one wheel to support multiple frameworks, Python versions, and different languages. [FlashInfer]
  • Kernel DSLs - reusable open ABI for JIT and AOT kernel exposure frameworks and runtimes. [TileLang][cuteDSL]
  • Frameworks and runtimes - a uniform extension point for ABI-compliant libraries and DSLs. [PyTorch][JAX][PaddlePaddle][NumPy/CuPy]
  • ML infrastructure - out-of-box bindings and interop across languages. [Python][C++][Rust][XGrammar]
  • Coding agents - a unified mechanism for shipping generated code in production.

Features

  • Stable, minimal C ABI designed for kernels, DSLs, and runtime extensibility.
  • Zero-copy interop across PyTorch, JAX, and CuPy using DLPack protocol.
  • Compact value and call convention covering common data types for ultra low-overhead ML applications.
  • Multi-language support out of the box: Python, C++, and Rust (with a path towards more languages).

These enable broad interoperability across frameworks, libraries, DSLs, and agents; the ability to ship one wheel for multiple frameworks and Python versions (including free-threaded Python); and consistent infrastructure across environments.

Getting Started

Install TVM-FFI with pip, uv or from source:

pip install apache-tvm-ffi
pip install torch-c-dlpack-ext  # compatibility package for torch <= 2.9

Status and Release Versioning

C ABI stability is our top priority.

Status: RFC Main features are complete and ABI stable. We recognize potential needs for evolution to ensure it works best for the machine learning systems community, and would like to work together with the community for such evolution. We plan to stay in the RFC stage for three months from the v0.1.0 release.

Releases during the RFC stage will be 0.X.Y, where bumps in X indicate C ABI-breaking changes and Y indicates other changes. We anticipate the RFC stage will last for three months, then we will start following Semantic Versioning (major.minor.patch) going forward.

Documentation

Our documentation site includes:

Get Started

Guides

Concepts

Packaging

Developer Manual

Project details

Verified details

These details have been verified by PyPI
Project links
GitHub Statistics
Maintainers
Avatar for tqchen from gravatar.com tqchen

Unverified details

These details have not been verified by PyPI
Meta
  • License: Apache Software License (Apache 2.0)
  • Author: TVM FFI team
  • Tags machine learning , inference
  • Requires: Python >=3.9
  • Provides-Extra: cpp
Classifiers

Release history Release notifications | RSS feed

This version

0.1.13

0.1.13rc2 pre-release

0.1.13rc1 pre-release

0.1.12

0.1.12rc0 pre-release

0.1.11

0.1.11rc2 pre-release

0.1.11rc1 pre-release

0.1.11rc0 pre-release

0.1.10

0.1.10rc2 pre-release

0.1.10rc1 pre-release

0.1.10rc0 pre-release

0.1.9

0.1.9rc2 pre-release

0.1.9rc1 pre-release

0.1.9rc0 pre-release

0.1.8.post2

0.1.8.post1

0.1.8.post0

0.1.8 yanked

0.1.7

0.1.6

0.1.5

0.1.4

0.1.3

0.1.2

0.1.1

0.1.0

0.1.0b20 pre-release

0.1.0b19 pre-release

0.1.0b17 pre-release

0.1.0b16 pre-release

0.1.0b15 pre-release

0.1.0b14 pre-release

0.1.0b13 pre-release

0.1.0b12 pre-release

0.1.0b11 pre-release

0.1.0b10 pre-release

0.1.0b9 pre-release

0.1.0b8 pre-release

0.1.0b7 pre-release

0.1.0b6 pre-release

0.1.0b5 pre-release

0.1.0b4 pre-release

0.1.0b3 pre-release

0.1.0b2 pre-release

0.1.0b0 pre-release

Download files

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

Source Distribution

apache_tvm_ffi-0.1.13.tar.gz (3.0 MB view details)

Uploaded Source

Built Distributions

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

apache_tvm_ffi-0.1.13-cp314-cp314t-win_amd64.whl (3.3 MB view details)

Uploaded CPython 3.14tWindows x86-64

apache_tvm_ffi-0.1.13-cp314-cp314t-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl (2.9 MB view details)

Uploaded CPython 3.14tmanylinux: glibc 2.24+ x86-64manylinux: glibc 2.28+ x86-64

apache_tvm_ffi-0.1.13-cp314-cp314t-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl (2.8 MB view details)

Uploaded CPython 3.14tmanylinux: glibc 2.24+ ARM64manylinux: glibc 2.28+ ARM64

apache_tvm_ffi-0.1.13-cp314-cp314t-macosx_11_0_arm64.whl (2.7 MB view details)

Uploaded CPython 3.14tmacOS 11.0+ ARM64

apache_tvm_ffi-0.1.13-cp313-cp313-win_amd64.whl (3.2 MB view details)

Uploaded CPython 3.13Windows x86-64

apache_tvm_ffi-0.1.13-cp313-cp313-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl (2.9 MB view details)

Uploaded CPython 3.13manylinux: glibc 2.24+ x86-64manylinux: glibc 2.28+ x86-64

apache_tvm_ffi-0.1.13-cp313-cp313-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl (2.8 MB view details)

Uploaded CPython 3.13manylinux: glibc 2.24+ ARM64manylinux: glibc 2.28+ ARM64

apache_tvm_ffi-0.1.13-cp313-cp313-macosx_11_0_arm64.whl (2.7 MB view details)

Uploaded CPython 3.13macOS 11.0+ ARM64

apache_tvm_ffi-0.1.13-cp312-cp312-win_amd64.whl (3.2 MB view details)

Uploaded CPython 3.12Windows x86-64

apache_tvm_ffi-0.1.13-cp312-cp312-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl (2.9 MB view details)

Uploaded CPython 3.12manylinux: glibc 2.24+ x86-64manylinux: glibc 2.28+ x86-64

apache_tvm_ffi-0.1.13-cp312-cp312-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl (2.8 MB view details)

Uploaded CPython 3.12manylinux: glibc 2.24+ ARM64manylinux: glibc 2.28+ ARM64

apache_tvm_ffi-0.1.13-cp312-cp312-macosx_11_0_arm64.whl (2.7 MB view details)

Uploaded CPython 3.12macOS 11.0+ ARM64

apache_tvm_ffi-0.1.13-cp311-cp311-win_amd64.whl (3.2 MB view details)

Uploaded CPython 3.11Windows x86-64

apache_tvm_ffi-0.1.13-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl (3.0 MB view details)

Uploaded CPython 3.11manylinux: glibc 2.24+ x86-64manylinux: glibc 2.28+ x86-64

apache_tvm_ffi-0.1.13-cp311-cp311-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl (2.8 MB view details)

Uploaded CPython 3.11manylinux: glibc 2.24+ ARM64manylinux: glibc 2.28+ ARM64

apache_tvm_ffi-0.1.13-cp311-cp311-macosx_11_0_arm64.whl (2.7 MB view details)

Uploaded CPython 3.11macOS 11.0+ ARM64

apache_tvm_ffi-0.1.13-cp310-cp310-win_amd64.whl (3.2 MB view details)

Uploaded CPython 3.10Windows x86-64

apache_tvm_ffi-0.1.13-cp310-cp310-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl (3.0 MB view details)

Uploaded CPython 3.10manylinux: glibc 2.24+ x86-64manylinux: glibc 2.28+ x86-64

apache_tvm_ffi-0.1.13-cp310-cp310-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl (2.8 MB view details)

Uploaded CPython 3.10manylinux: glibc 2.24+ ARM64manylinux: glibc 2.28+ ARM64

apache_tvm_ffi-0.1.13-cp310-cp310-macosx_11_0_arm64.whl (2.7 MB view details)

Uploaded CPython 3.10macOS 11.0+ ARM64

apache_tvm_ffi-0.1.13-cp39-cp39-win_amd64.whl (3.2 MB view details)

Uploaded CPython 3.9Windows x86-64

apache_tvm_ffi-0.1.13-cp39-cp39-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl (3.0 MB view details)

Uploaded CPython 3.9manylinux: glibc 2.24+ x86-64manylinux: glibc 2.28+ x86-64

apache_tvm_ffi-0.1.13-cp39-cp39-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl (2.8 MB view details)

Uploaded CPython 3.9manylinux: glibc 2.24+ ARM64manylinux: glibc 2.28+ ARM64

apache_tvm_ffi-0.1.13-cp39-cp39-macosx_11_0_arm64.whl (2.7 MB view details)

Uploaded CPython 3.9macOS 11.0+ ARM64

File details

Details for the file apache_tvm_ffi-0.1.13.tar.gz.

File metadata

  • Download URL: apache_tvm_ffi-0.1.13.tar.gz
  • Upload date:
  • Size: 3.0 MB
  • Tags: Source
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.7

File hashes

Hashes for apache_tvm_ffi-0.1.13.tar.gz
Algorithm Hash digest
SHA256 1debc21e9880c49286836c05126ace2fb0d1558fcbaa917dab8455109cea3d97
MD5 369d5c5df22ffaeb56a2ea0df5692411
BLAKE2b-256 0aad2b7d880778587ed033050b75d7f7526963b8cabf00bb359b29670f3c7dec

See more details on using hashes here.

Provenance

The following attestation bundles were made for apache_tvm_ffi-0.1.13.tar.gz:

Publisher: publish_wheel.yml on apache/tvm-ffi

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

File details

Details for the file apache_tvm_ffi-0.1.13-cp314-cp314t-win_amd64.whl.

File metadata

File hashes

Hashes for apache_tvm_ffi-0.1.13-cp314-cp314t-win_amd64.whl
Algorithm Hash digest
SHA256 30cbe15e85db2f27941ef23501ee30b84ed9a28f81ab7b7a2ccae2af000f1e11
MD5 da9e58157fbfd84c1fd582bb6bc2b8d5
BLAKE2b-256 841a2df16be6bd7ded1f6b4a2ca2e5e1355238b2964fc2a5e8af487e09c0af61

See more details on using hashes here.

Provenance

The following attestation bundles were made for apache_tvm_ffi-0.1.13-cp314-cp314t-win_amd64.whl:

Publisher: publish_wheel.yml on apache/tvm-ffi

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

File details

Details for the file apache_tvm_ffi-0.1.13-cp314-cp314t-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for apache_tvm_ffi-0.1.13-cp314-cp314t-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 fa64bec5e28dc39cb3125b81942a35f50ce833c0c8fd3b7a43138ba062c1882b
MD5 0fc7de34ab9c7098f7fdb3d4f8119873
BLAKE2b-256 d573f9e13df94f344126d9851648d75424934e41156cad6104c354613e2d5216

See more details on using hashes here.

Provenance

The following attestation bundles were made for apache_tvm_ffi-0.1.13-cp314-cp314t-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl:

Publisher: publish_wheel.yml on apache/tvm-ffi

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

File details

Details for the file apache_tvm_ffi-0.1.13-cp314-cp314t-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl.

File metadata

File hashes

Hashes for apache_tvm_ffi-0.1.13-cp314-cp314t-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl
Algorithm Hash digest
SHA256 758e125561588b8e5b0db9cb84d867a5430d7e7f8b1dc1d04ed2010fc0934cf5
MD5 c1a138315bef4b886c86d420fe87c2b2
BLAKE2b-256 18cf8592e7500011dc0a00340ba162efed92b39d969ef52bfd46230b1e31d0f0

See more details on using hashes here.

Provenance

The following attestation bundles were made for apache_tvm_ffi-0.1.13-cp314-cp314t-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl:

Publisher: publish_wheel.yml on apache/tvm-ffi

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

File details

Details for the file apache_tvm_ffi-0.1.13-cp314-cp314t-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for apache_tvm_ffi-0.1.13-cp314-cp314t-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 491f8363d6aa2c20de845aa43a8a3cb172bb8d3cab02f12fac1e173e29e6909b
MD5 4d5404a94bb84d765ee6aa0f2a103d97
BLAKE2b-256 e63ccbec06d99a1c3f06266102d534c509ae7cbea2530b03b477eb09b7270e7d

See more details on using hashes here.

Provenance

The following attestation bundles were made for apache_tvm_ffi-0.1.13-cp314-cp314t-macosx_11_0_arm64.whl:

Publisher: publish_wheel.yml on apache/tvm-ffi

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

File details

Details for the file apache_tvm_ffi-0.1.13-cp313-cp313-win_amd64.whl.

File metadata

File hashes

Hashes for apache_tvm_ffi-0.1.13-cp313-cp313-win_amd64.whl
Algorithm Hash digest
SHA256 59ad5c9ac67f13d8a70038e14c48d4e7603d685d3786f4c18df2d1af7c382495
MD5 10c49bbb0802bf86e5314d908adf72c0
BLAKE2b-256 765f3dc7ddab4bb6205486532405027beb74a07db37a07adc849d0838858738d

See more details on using hashes here.

Provenance

The following attestation bundles were made for apache_tvm_ffi-0.1.13-cp313-cp313-win_amd64.whl:

Publisher: publish_wheel.yml on apache/tvm-ffi

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

File details

Details for the file apache_tvm_ffi-0.1.13-cp313-cp313-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for apache_tvm_ffi-0.1.13-cp313-cp313-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 f2e7ec161aee871b8a3b048c9d63616d590416dfa69e7426333b70506b36b127
MD5 4f4d8e863a9e2887eb47bad2bdfd5a15
BLAKE2b-256 b28752b52d4a7d3f3034a10199e6abd4afed4036077b0cb6985e552565481136

See more details on using hashes here.

Provenance

The following attestation bundles were made for apache_tvm_ffi-0.1.13-cp313-cp313-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl:

Publisher: publish_wheel.yml on apache/tvm-ffi

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

File details

Details for the file apache_tvm_ffi-0.1.13-cp313-cp313-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl.

File metadata

File hashes

Hashes for apache_tvm_ffi-0.1.13-cp313-cp313-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl
Algorithm Hash digest
SHA256 091284b199bf277c1356897b8c01276c959b5564ddec2185de4fcb3c6f373845
MD5 430a7451d74b9a10d13c1e5b40d0b6ed
BLAKE2b-256 079442a28dfc8d286ac6ac937f6df37ecefe425a282870878ea5dce9af11654b

See more details on using hashes here.

Provenance

The following attestation bundles were made for apache_tvm_ffi-0.1.13-cp313-cp313-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl:

Publisher: publish_wheel.yml on apache/tvm-ffi

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

File details

Details for the file apache_tvm_ffi-0.1.13-cp313-cp313-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for apache_tvm_ffi-0.1.13-cp313-cp313-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 121e271ac26652a0158326c10a1c41a287acb08cb585009539d34d134717d812
MD5 a73a185c459a2e6fb72248d2cd430526
BLAKE2b-256 c445276eda36cc2acdcb525f69035da7b22f9b1c9ce74a2dc3a50e044a266eae

See more details on using hashes here.

Provenance

The following attestation bundles were made for apache_tvm_ffi-0.1.13-cp313-cp313-macosx_11_0_arm64.whl:

Publisher: publish_wheel.yml on apache/tvm-ffi

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

File details

Details for the file apache_tvm_ffi-0.1.13-cp312-cp312-win_amd64.whl.

File metadata

File hashes

Hashes for apache_tvm_ffi-0.1.13-cp312-cp312-win_amd64.whl
Algorithm Hash digest
SHA256 f295715c2d9d41f406416d39e9d1785c9cd8cfc5c4134c778df5e909b45052d2
MD5 237c33939b888fbd21ece38289bf5aeb
BLAKE2b-256 699f5d40edae2d8ce5efcea656ebe7b6c0c1267b8f7a427adab87ab17635b37a

See more details on using hashes here.

Provenance

The following attestation bundles were made for apache_tvm_ffi-0.1.13-cp312-cp312-win_amd64.whl:

Publisher: publish_wheel.yml on apache/tvm-ffi

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

File details

Details for the file apache_tvm_ffi-0.1.13-cp312-cp312-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for apache_tvm_ffi-0.1.13-cp312-cp312-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 a9dc961a03cbd606434f9e8784c4c90563f2fd9f472b90ccd004eff4a0bbd53f
MD5 796db93cb8a8a39d7c2baaf2044f7f9b
BLAKE2b-256 c4448b0a68d30a9b79e61003577da1d001f9a0ae0c3a5af1b1d6c21cce0002b1

See more details on using hashes here.

Provenance

The following attestation bundles were made for apache_tvm_ffi-0.1.13-cp312-cp312-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl:

Publisher: publish_wheel.yml on apache/tvm-ffi

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

File details

Details for the file apache_tvm_ffi-0.1.13-cp312-cp312-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl.

File metadata

File hashes

Hashes for apache_tvm_ffi-0.1.13-cp312-cp312-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl
Algorithm Hash digest
SHA256 0ad646579d255e5063201c0f1393bd32e41c4966fbaa70b87cea726a10640bba
MD5 14f2bde4839954f2429011b2859ef0ea
BLAKE2b-256 8631a7da71eb7578010b9a2b6279149c1aa56a5556e068db4ce542085db69f3e

See more details on using hashes here.

Provenance

The following attestation bundles were made for apache_tvm_ffi-0.1.13-cp312-cp312-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl:

Publisher: publish_wheel.yml on apache/tvm-ffi

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

File details

Details for the file apache_tvm_ffi-0.1.13-cp312-cp312-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for apache_tvm_ffi-0.1.13-cp312-cp312-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 4af68cc4cb98c11c22583a6b64eea19c5307059353b0b37c116928a7308809ff
MD5 0175392b2a6a89ec2afe7d7f62baf230
BLAKE2b-256 2ca5167db4ad3fe8c2717370665700d2011e5a1078954c6fb3528f9806e310bd

See more details on using hashes here.

Provenance

The following attestation bundles were made for apache_tvm_ffi-0.1.13-cp312-cp312-macosx_11_0_arm64.whl:

Publisher: publish_wheel.yml on apache/tvm-ffi

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

File details

Details for the file apache_tvm_ffi-0.1.13-cp311-cp311-win_amd64.whl.

File metadata

File hashes

Hashes for apache_tvm_ffi-0.1.13-cp311-cp311-win_amd64.whl
Algorithm Hash digest
SHA256 bff5fdaf5cfa68ac9ff31deaaccd73eae36ba11d4a247f4694e48e6b150f27f6
MD5 1a403e226ae7bc98b07046b7e64ddacf
BLAKE2b-256 b822b8b897e8f8847fd9361cc2bafa69a8f41227f69358bebac3936e4a42a19a

See more details on using hashes here.

Provenance

The following attestation bundles were made for apache_tvm_ffi-0.1.13-cp311-cp311-win_amd64.whl:

Publisher: publish_wheel.yml on apache/tvm-ffi

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

File details

Details for the file apache_tvm_ffi-0.1.13-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for apache_tvm_ffi-0.1.13-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 df83e7dd85793b994ca2c0fce4982bf7170e7e26ce20ebb02f0d4f11e46f63a1
MD5 6b467b50033881dbd7147ffbb7c6ca7f
BLAKE2b-256 349c2a805b7872e7468ca852ec96a74fef30910cd453e58aab3a75dcb0c768f1

See more details on using hashes here.

Provenance

The following attestation bundles were made for apache_tvm_ffi-0.1.13-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl:

Publisher: publish_wheel.yml on apache/tvm-ffi

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

File details

Details for the file apache_tvm_ffi-0.1.13-cp311-cp311-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl.

File metadata

File hashes

Hashes for apache_tvm_ffi-0.1.13-cp311-cp311-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl
Algorithm Hash digest
SHA256 e4f2794abc60ee97cd927d6fada4122fe2ec43cfb825005ca09961e88d2fd732
MD5 dfe4dea323758ca94687d2b5b8f9f2b7
BLAKE2b-256 479a6d2763911966fc1b7d5926c9ae16cde792d9deed38680b27bd269869215a

See more details on using hashes here.

Provenance

The following attestation bundles were made for apache_tvm_ffi-0.1.13-cp311-cp311-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl:

Publisher: publish_wheel.yml on apache/tvm-ffi

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

File details

Details for the file apache_tvm_ffi-0.1.13-cp311-cp311-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for apache_tvm_ffi-0.1.13-cp311-cp311-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 d08f4f045f18835f408f62ffbb2603b278dc081ecfa57eae664838141154ced9
MD5 922e438a3fe8ae392e2a6e40dccd5112
BLAKE2b-256 35714e54d78983f360fdd6a320ca80f8cfae2007711b3980734991e16b2ae8e6

See more details on using hashes here.

Provenance

The following attestation bundles were made for apache_tvm_ffi-0.1.13-cp311-cp311-macosx_11_0_arm64.whl:

Publisher: publish_wheel.yml on apache/tvm-ffi

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

File details

Details for the file apache_tvm_ffi-0.1.13-cp310-cp310-win_amd64.whl.

File metadata

File hashes

Hashes for apache_tvm_ffi-0.1.13-cp310-cp310-win_amd64.whl
Algorithm Hash digest
SHA256 7f20fa81efd3d649a5baa8be895ba49483c21fae9a861c3afebd15775c9f351b
MD5 e294606c3ace8a226e4db6bb4b8e65a1
BLAKE2b-256 3a88abe73b3e1b59b8df4d118c27ab1715b761c25240ddf75a54ffbed00005e7

See more details on using hashes here.

Provenance

The following attestation bundles were made for apache_tvm_ffi-0.1.13-cp310-cp310-win_amd64.whl:

Publisher: publish_wheel.yml on apache/tvm-ffi

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

File details

Details for the file apache_tvm_ffi-0.1.13-cp310-cp310-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for apache_tvm_ffi-0.1.13-cp310-cp310-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 7d6284c426c232bd4b0f56d8f78de6b83e71f92f6e2b57e833ca1930cff8168e
MD5 5963d9e9c807c0c5494f480dfc5d818b
BLAKE2b-256 bc7acc7411535668241f801fb0d54cd87ba519046f19e4cfebb582678cd3b349

See more details on using hashes here.

Provenance

The following attestation bundles were made for apache_tvm_ffi-0.1.13-cp310-cp310-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl:

Publisher: publish_wheel.yml on apache/tvm-ffi

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

File details

Details for the file apache_tvm_ffi-0.1.13-cp310-cp310-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl.

File metadata

File hashes

Hashes for apache_tvm_ffi-0.1.13-cp310-cp310-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl
Algorithm Hash digest
SHA256 add34cb6fee4fd4269e8c9e3360c3a800581e944314548a7d04c410e0eaf4b9d
MD5 97ae9cc18ab43052150e5e1299273182
BLAKE2b-256 fff0d17f08dc054ec9404e342dd309a1d4948c79c61decde4b68f6b178cb2313

See more details on using hashes here.

Provenance

The following attestation bundles were made for apache_tvm_ffi-0.1.13-cp310-cp310-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl:

Publisher: publish_wheel.yml on apache/tvm-ffi

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

File details

Details for the file apache_tvm_ffi-0.1.13-cp310-cp310-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for apache_tvm_ffi-0.1.13-cp310-cp310-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 93f0fb27cf22d82a50cbf543f0fc52fe0f9d8736d5539948b303b123e1eee9e1
MD5 12448852db6e99f8df35f77601f2e0fe
BLAKE2b-256 4e0de5255a6ab7b2cb72e9168aedb3288cdab8ff0642fd6a6caffc3554e664e6

See more details on using hashes here.

Provenance

The following attestation bundles were made for apache_tvm_ffi-0.1.13-cp310-cp310-macosx_11_0_arm64.whl:

Publisher: publish_wheel.yml on apache/tvm-ffi

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

File details

Details for the file apache_tvm_ffi-0.1.13-cp39-cp39-win_amd64.whl.

File metadata

File hashes

Hashes for apache_tvm_ffi-0.1.13-cp39-cp39-win_amd64.whl
Algorithm Hash digest
SHA256 2c21ac8e8f89eabe6b347dd3422e37fb7aea6affac96635c7ee3423cdac641dd
MD5 6ecdcd40afe717053e73f6b3df9ce78f
BLAKE2b-256 46946077f7e4f3dc2b3b2fec6ebed77e62bd136ae9ded9461ae1edc32cdc5c85

See more details on using hashes here.

Provenance

The following attestation bundles were made for apache_tvm_ffi-0.1.13-cp39-cp39-win_amd64.whl:

Publisher: publish_wheel.yml on apache/tvm-ffi

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

File details

Details for the file apache_tvm_ffi-0.1.13-cp39-cp39-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for apache_tvm_ffi-0.1.13-cp39-cp39-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 caae40d3df5d6936d9125d2fc13d30b38d416cc0b150551da274c1efa423e55f
MD5 9f7290868c828adc6a7bedd4c0008111
BLAKE2b-256 8c589c8b126418535c446d84b4d71eae966701a1aa35e74f9743f1abbc35a1bd

See more details on using hashes here.

Provenance

The following attestation bundles were made for apache_tvm_ffi-0.1.13-cp39-cp39-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl:

Publisher: publish_wheel.yml on apache/tvm-ffi

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

File details

Details for the file apache_tvm_ffi-0.1.13-cp39-cp39-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl.

File metadata

File hashes

Hashes for apache_tvm_ffi-0.1.13-cp39-cp39-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl
Algorithm Hash digest
SHA256 c7b3f7c64d2ea1c3d9bd2463a85756280142ab912169ef4e1f21f535272e681a
MD5 c5eb1964aa7c73be7c708842592b830e
BLAKE2b-256 9e87bc02f3cb509bfafb9ec5358a995fc3e0e88d8130742bdcc25cd55cd1be94

See more details on using hashes here.

Provenance

The following attestation bundles were made for apache_tvm_ffi-0.1.13-cp39-cp39-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl:

Publisher: publish_wheel.yml on apache/tvm-ffi

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

File details

Details for the file apache_tvm_ffi-0.1.13-cp39-cp39-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for apache_tvm_ffi-0.1.13-cp39-cp39-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 850ab00e8a3a2e340d7b196af234d5bb63df1fb5cfda47fdfd6d9e30c01d0b9c
MD5 93102c6607a8812fc9d8b3861c26fd3e
BLAKE2b-256 c300546aa17f8eccbde2a8a3224a7c1953b395b2d831d087cbe0bd867aaa7d7c

See more details on using hashes here.

Provenance

The following attestation bundles were made for apache_tvm_ffi-0.1.13-cp39-cp39-macosx_11_0_arm64.whl:

Publisher: publish_wheel.yml on apache/tvm-ffi

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