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 >=3.8
  • 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]
  • 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 >=3.8
  • Provides-Extra: cpp
Classifiers

Release history Release notifications | RSS feed

0.1.11

0.1.11rc2 pre-release

This version

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-0.1.11rc1.tar.gz (2.8 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-0.1.11rc1-cp314-cp314t-win_amd64.whl (2.5 MB view details)

Uploaded CPython 3.14tWindows x86-64

apache_tvm_ffi-0.1.11rc1-cp314-cp314t-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl (2.7 MB view details)

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

apache_tvm_ffi-0.1.11rc1-cp314-cp314t-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl (2.6 MB view details)

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

apache_tvm_ffi-0.1.11rc1-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.whl (2.8 MB view details)

Uploaded CPython 3.14tmanylinux: glibc 2.17+ x86-64

apache_tvm_ffi-0.1.11rc1-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.whl (2.6 MB view details)

Uploaded CPython 3.14tmanylinux: glibc 2.17+ ARM64

apache_tvm_ffi-0.1.11rc1-cp314-cp314t-macosx_11_0_arm64.whl (2.5 MB view details)

Uploaded CPython 3.14tmacOS 11.0+ ARM64

apache_tvm_ffi-0.1.11rc1-cp312-abi3-win_amd64.whl (2.4 MB view details)

Uploaded CPython 3.12+Windows x86-64

apache_tvm_ffi-0.1.11rc1-cp312-abi3-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl (2.7 MB view details)

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

apache_tvm_ffi-0.1.11rc1-cp312-abi3-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl (2.5 MB view details)

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

apache_tvm_ffi-0.1.11rc1-cp312-abi3-manylinux2014_x86_64.manylinux_2_17_x86_64.whl (2.7 MB view details)

Uploaded CPython 3.12+manylinux: glibc 2.17+ x86-64

apache_tvm_ffi-0.1.11rc1-cp312-abi3-manylinux2014_aarch64.manylinux_2_17_aarch64.whl (2.6 MB view details)

Uploaded CPython 3.12+manylinux: glibc 2.17+ ARM64

apache_tvm_ffi-0.1.11rc1-cp312-abi3-macosx_11_0_arm64.whl (2.4 MB view details)

Uploaded CPython 3.12+macOS 11.0+ ARM64

apache_tvm_ffi-0.1.11rc1-cp311-cp311-win_amd64.whl (2.4 MB view details)

Uploaded CPython 3.11Windows x86-64

apache_tvm_ffi-0.1.11rc1-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl (2.8 MB view details)

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

apache_tvm_ffi-0.1.11rc1-cp311-cp311-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl (2.6 MB view details)

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

apache_tvm_ffi-0.1.11rc1-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.whl (2.8 MB view details)

Uploaded CPython 3.11manylinux: glibc 2.17+ x86-64

apache_tvm_ffi-0.1.11rc1-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.whl (2.7 MB view details)

Uploaded CPython 3.11manylinux: glibc 2.17+ ARM64

apache_tvm_ffi-0.1.11rc1-cp311-cp311-macosx_11_0_arm64.whl (2.5 MB view details)

Uploaded CPython 3.11macOS 11.0+ ARM64

apache_tvm_ffi-0.1.11rc1-cp310-cp310-win_amd64.whl (2.4 MB view details)

Uploaded CPython 3.10Windows x86-64

apache_tvm_ffi-0.1.11rc1-cp310-cp310-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl (2.8 MB view details)

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

apache_tvm_ffi-0.1.11rc1-cp310-cp310-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl (2.6 MB view details)

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

apache_tvm_ffi-0.1.11rc1-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.whl (2.8 MB view details)

Uploaded CPython 3.10manylinux: glibc 2.17+ x86-64

apache_tvm_ffi-0.1.11rc1-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.whl (2.7 MB view details)

Uploaded CPython 3.10manylinux: glibc 2.17+ ARM64

apache_tvm_ffi-0.1.11rc1-cp310-cp310-macosx_11_0_arm64.whl (2.5 MB view details)

Uploaded CPython 3.10macOS 11.0+ ARM64

apache_tvm_ffi-0.1.11rc1-cp39-cp39-win_amd64.whl (2.4 MB view details)

Uploaded CPython 3.9Windows x86-64

apache_tvm_ffi-0.1.11rc1-cp39-cp39-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl (2.8 MB view details)

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

apache_tvm_ffi-0.1.11rc1-cp39-cp39-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl (2.6 MB view details)

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

apache_tvm_ffi-0.1.11rc1-cp39-cp39-manylinux2014_x86_64.manylinux_2_17_x86_64.whl (2.8 MB view details)

Uploaded CPython 3.9manylinux: glibc 2.17+ x86-64

apache_tvm_ffi-0.1.11rc1-cp39-cp39-manylinux2014_aarch64.manylinux_2_17_aarch64.whl (2.7 MB view details)

Uploaded CPython 3.9manylinux: glibc 2.17+ ARM64

apache_tvm_ffi-0.1.11rc1-cp39-cp39-macosx_11_0_arm64.whl (2.5 MB view details)

Uploaded CPython 3.9macOS 11.0+ ARM64

apache_tvm_ffi-0.1.11rc1-cp38-cp38-win_amd64.whl (2.4 MB view details)

Uploaded CPython 3.8Windows x86-64

apache_tvm_ffi-0.1.11rc1-cp38-cp38-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl (2.8 MB view details)

Uploaded CPython 3.8manylinux: glibc 2.24+ x86-64manylinux: glibc 2.28+ x86-64

apache_tvm_ffi-0.1.11rc1-cp38-cp38-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl (2.6 MB view details)

Uploaded CPython 3.8manylinux: glibc 2.24+ ARM64manylinux: glibc 2.28+ ARM64

apache_tvm_ffi-0.1.11rc1-cp38-cp38-manylinux2014_x86_64.manylinux_2_17_x86_64.whl (2.8 MB view details)

Uploaded CPython 3.8manylinux: glibc 2.17+ x86-64

apache_tvm_ffi-0.1.11rc1-cp38-cp38-manylinux2014_aarch64.manylinux_2_17_aarch64.whl (2.7 MB view details)

Uploaded CPython 3.8manylinux: glibc 2.17+ ARM64

apache_tvm_ffi-0.1.11rc1-cp38-cp38-macosx_11_0_arm64.whl (2.5 MB view details)

Uploaded CPython 3.8macOS 11.0+ ARM64

File details

Details for the file apache_tvm_ffi-0.1.11rc1.tar.gz.

File metadata

  • Download URL: apache_tvm_ffi-0.1.11rc1.tar.gz
  • Upload date:
  • Size: 2.8 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-0.1.11rc1.tar.gz
Algorithm Hash digest
SHA256 a712f5c55219d35f21e24cc35bf505962eea3611db9888fb59fc0ed643b9eb67
MD5 1d939f86f61bda82e55c95068f5a0c2d
BLAKE2b-256 9256b45fa47d762db0ccd062131f4b0080e29b9a6ea125c9880936fb74e48235

See more details on using hashes here.

Provenance

The following attestation bundles were made for apache_tvm_ffi-0.1.11rc1.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-0.1.11rc1-cp314-cp314t-win_amd64.whl.

File metadata

File hashes

Hashes for apache_tvm_ffi-0.1.11rc1-cp314-cp314t-win_amd64.whl
Algorithm Hash digest
SHA256 ced12ac20928735c2cd8b2d29cbfda2eb15a52c483c9cc1d200ea49e87d0174c
MD5 f56fa2b9b189384fe36a5103c04df6d3
BLAKE2b-256 242ce29187ea26eb322c5560009894d3bbc16458cd1e1d547e8293cfe717b8ec

See more details on using hashes here.

Provenance

The following attestation bundles were made for apache_tvm_ffi-0.1.11rc1-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-0.1.11rc1-cp314-cp314t-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for apache_tvm_ffi-0.1.11rc1-cp314-cp314t-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 60577a68bd5fef497b4f628d86367bc48a5f3f85c8f4837df59518622f329a99
MD5 2462412a86bfdfb96ac9d059f1ca65cf
BLAKE2b-256 2cf2ad3218f58b77c85b60822b6b12bf7c6329ab87c4174bed1e64fd36e4301a

See more details on using hashes here.

Provenance

The following attestation bundles were made for apache_tvm_ffi-0.1.11rc1-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-0.1.11rc1-cp314-cp314t-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl.

File metadata

File hashes

Hashes for apache_tvm_ffi-0.1.11rc1-cp314-cp314t-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl
Algorithm Hash digest
SHA256 0a23b28cec5a98c255f72085fbffba35482da1e5f0c1f74cd2e45bfac81c8e13
MD5 d364f7853dc196c113c7e62e5001f6ff
BLAKE2b-256 793e671c95b6d932bfcd866a51e59d196ecfb756321fb560e07ce5ff6b34246f

See more details on using hashes here.

Provenance

The following attestation bundles were made for apache_tvm_ffi-0.1.11rc1-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-0.1.11rc1-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.whl.

File metadata

File hashes

Hashes for apache_tvm_ffi-0.1.11rc1-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.whl
Algorithm Hash digest
SHA256 901488fbfe3b9d4faa4ed3a4bebcd4bac947f03a817165a92f2fae8055885a38
MD5 e2cbcc43d07a574661cc7044d56d5f88
BLAKE2b-256 37f6875580feb4a0c928f978b1d87232e2a824395ba02aa3e249d53582937d2b

See more details on using hashes here.

Provenance

The following attestation bundles were made for apache_tvm_ffi-0.1.11rc1-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_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-0.1.11rc1-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.whl.

File metadata

File hashes

Hashes for apache_tvm_ffi-0.1.11rc1-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.whl
Algorithm Hash digest
SHA256 aae94e7475ac7386eb44039f75072dac353629a28c3e2373595ab4a71c667c48
MD5 fa8ffcdfe06d970d1fd91af61964c01d
BLAKE2b-256 15487cc3c2090aef4889e1956be38e0ef3e77bf1f4d0f39038f0d8fc1e40175c

See more details on using hashes here.

Provenance

The following attestation bundles were made for apache_tvm_ffi-0.1.11rc1-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_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-0.1.11rc1-cp314-cp314t-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for apache_tvm_ffi-0.1.11rc1-cp314-cp314t-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 b44d6caf4dd7bd902a3eb8b1ba1ae26816dd341470a58d27c54ecf8a16ae81e7
MD5 d8a193aaea9bc07c1a16ba20212de355
BLAKE2b-256 c1d00c009f3ee16f01746865c960786786f65e6459d12588c07600147e2d860c

See more details on using hashes here.

Provenance

The following attestation bundles were made for apache_tvm_ffi-0.1.11rc1-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-0.1.11rc1-cp312-abi3-win_amd64.whl.

File metadata

File hashes

Hashes for apache_tvm_ffi-0.1.11rc1-cp312-abi3-win_amd64.whl
Algorithm Hash digest
SHA256 479077a29cbe061658b2e498480f9d403850e698d7858ffabe5fb6e203b318fa
MD5 344d6c77b1b9f2fadc0c32dce5b47ecb
BLAKE2b-256 3d8a82b06977a51ae84188440a05435d6c5d5cdef0d5d71ae98b0282a46f7f6b

See more details on using hashes here.

Provenance

The following attestation bundles were made for apache_tvm_ffi-0.1.11rc1-cp312-abi3-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-0.1.11rc1-cp312-abi3-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for apache_tvm_ffi-0.1.11rc1-cp312-abi3-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 131071821e0764350a022b2e5da1dedd1dedd776b2309fa4a755ff89f9476e75
MD5 574dd8ec79abb7373daf87a3657344d9
BLAKE2b-256 9720cacab88c25e1c09f17f0823a25e65e422e5f0353ce6cd3ff064defa4a2f3

See more details on using hashes here.

Provenance

The following attestation bundles were made for apache_tvm_ffi-0.1.11rc1-cp312-abi3-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-0.1.11rc1-cp312-abi3-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl.

File metadata

File hashes

Hashes for apache_tvm_ffi-0.1.11rc1-cp312-abi3-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl
Algorithm Hash digest
SHA256 20044f842d2a64fd2fbfc6ec8d1da4c7f4d5020bab7cccd4052fc0f1e948d86d
MD5 b3b8662a905114226359fdd004a09ac9
BLAKE2b-256 5e4ff49414b8baa6d3ed0d9eb84724f45725568ebc7274f0bdbc1c2c58af91e7

See more details on using hashes here.

Provenance

The following attestation bundles were made for apache_tvm_ffi-0.1.11rc1-cp312-abi3-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-0.1.11rc1-cp312-abi3-manylinux2014_x86_64.manylinux_2_17_x86_64.whl.

File metadata

File hashes

Hashes for apache_tvm_ffi-0.1.11rc1-cp312-abi3-manylinux2014_x86_64.manylinux_2_17_x86_64.whl
Algorithm Hash digest
SHA256 5d49021937a1cdcb1f4ccbbbe120c5bea63c0a98ba0e349db1b8ac21b7ce6bff
MD5 d2897a1c501a38dfcec581e13bb27556
BLAKE2b-256 ed6b52fe489826e1d770fdc05f91b85fd1f95bdc843de43baa38eb7996a70b95

See more details on using hashes here.

Provenance

The following attestation bundles were made for apache_tvm_ffi-0.1.11rc1-cp312-abi3-manylinux2014_x86_64.manylinux_2_17_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-0.1.11rc1-cp312-abi3-manylinux2014_aarch64.manylinux_2_17_aarch64.whl.

File metadata

File hashes

Hashes for apache_tvm_ffi-0.1.11rc1-cp312-abi3-manylinux2014_aarch64.manylinux_2_17_aarch64.whl
Algorithm Hash digest
SHA256 3744b0dfad203ee2ca6a743fd0643ba22d0cefc232b264b75716ab795364b270
MD5 a86118c99a3a0446beeb364e1443747b
BLAKE2b-256 90293b9326a6ab7c62543950b97b83deb4ee9868021b12d959f0f3452a512b29

See more details on using hashes here.

Provenance

The following attestation bundles were made for apache_tvm_ffi-0.1.11rc1-cp312-abi3-manylinux2014_aarch64.manylinux_2_17_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-0.1.11rc1-cp312-abi3-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for apache_tvm_ffi-0.1.11rc1-cp312-abi3-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 fb7911c2aca9e72e9d475e7c8c1847fbee078703c03a43faadd7b92306b05df8
MD5 1870b7054dfb21b22ebea9247112b93e
BLAKE2b-256 bd66c6d0e3b8cddfccd00842181f996b0b8a3ddf25400b6e53489edc2a0ca2da

See more details on using hashes here.

Provenance

The following attestation bundles were made for apache_tvm_ffi-0.1.11rc1-cp312-abi3-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-0.1.11rc1-cp311-cp311-win_amd64.whl.

File metadata

File hashes

Hashes for apache_tvm_ffi-0.1.11rc1-cp311-cp311-win_amd64.whl
Algorithm Hash digest
SHA256 7ca10a510917a34cb43aa776bed062ac304fe635507c01dc982ec1c77ad53b60
MD5 5bda3df5be44d211ab4099e4ea1e3172
BLAKE2b-256 51aa2ae848e409a06aee02538800452f66719351d0deddeeefc13aa6b111274b

See more details on using hashes here.

Provenance

The following attestation bundles were made for apache_tvm_ffi-0.1.11rc1-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-0.1.11rc1-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for apache_tvm_ffi-0.1.11rc1-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 89d77d8b2a03b1b0a15f98d4e5862df4d65ef78e7b49ec9120447222fe0bee2d
MD5 247ea1c9aa39f8f1691270aa19c901dc
BLAKE2b-256 cf2aab59b2879537f0742509025156512eac8cc3d85e580499a3dafd23fd0a5a

See more details on using hashes here.

Provenance

The following attestation bundles were made for apache_tvm_ffi-0.1.11rc1-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-0.1.11rc1-cp311-cp311-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl.

File metadata

File hashes

Hashes for apache_tvm_ffi-0.1.11rc1-cp311-cp311-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl
Algorithm Hash digest
SHA256 ccc0505bca3a7676da02b3d296f148455b956419299cbe3f4483351b3abffdb1
MD5 bccefafedac5c93243c717ee86deb0cb
BLAKE2b-256 6bac0890cf4704b86d8c887f2a105895104db5bbd24407195b6a7f049e148ed2

See more details on using hashes here.

Provenance

The following attestation bundles were made for apache_tvm_ffi-0.1.11rc1-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-0.1.11rc1-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.whl.

File metadata

File hashes

Hashes for apache_tvm_ffi-0.1.11rc1-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.whl
Algorithm Hash digest
SHA256 a142d46df38e4fb13409764f7f1a4324254f40c3013a6033e15f744af6144aa9
MD5 7221961eb2c7f5395ce3b4b2585dfb3f
BLAKE2b-256 e1c322f02b09f271f98ecb4eea4f44252bdb925d9a93dd03d7c139150da99ea2

See more details on using hashes here.

Provenance

The following attestation bundles were made for apache_tvm_ffi-0.1.11rc1-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_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-0.1.11rc1-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.whl.

File metadata

File hashes

Hashes for apache_tvm_ffi-0.1.11rc1-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.whl
Algorithm Hash digest
SHA256 6e98dbb77ff50403f1fdb2d029d5b53d1747f652a2d28087aa5f3ce4d03dfaf4
MD5 94ff182c06683359aba1eeab56dfba0d
BLAKE2b-256 bb98e3bd9b24f7d03f73cb751c0640ebec325f1107d678442c2e7b11cbf224d4

See more details on using hashes here.

Provenance

The following attestation bundles were made for apache_tvm_ffi-0.1.11rc1-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_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-0.1.11rc1-cp311-cp311-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for apache_tvm_ffi-0.1.11rc1-cp311-cp311-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 34a62ef48ca317e2e02a3192a04727d8b2cb036585d001ad1ef1f29d9294da4c
MD5 f965650350c8d978b1a14e585bb8826c
BLAKE2b-256 f3323609bf219853f9a6d4182faa086e0178ac0f8eadca2e514313a71fe2474c

See more details on using hashes here.

Provenance

The following attestation bundles were made for apache_tvm_ffi-0.1.11rc1-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-0.1.11rc1-cp310-cp310-win_amd64.whl.

File metadata

File hashes

Hashes for apache_tvm_ffi-0.1.11rc1-cp310-cp310-win_amd64.whl
Algorithm Hash digest
SHA256 b88570962ec1d4abfd39bed5bd38b20e1c54f99210a3c9f11b07c6854d7133e4
MD5 571733a5d52657e1b867981ded6980f3
BLAKE2b-256 4f1576f1c4ff5a0a001f23049e5e29828e7a094bcbf005a34c5807bfc905cfa3

See more details on using hashes here.

Provenance

The following attestation bundles were made for apache_tvm_ffi-0.1.11rc1-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-0.1.11rc1-cp310-cp310-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for apache_tvm_ffi-0.1.11rc1-cp310-cp310-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 1372ad8029dd33c3e3d0299df5ae8bf4939fe3f1b5ff947dd960d8be3cb991e5
MD5 7a48401c466daead5ddfa55a80e09451
BLAKE2b-256 eaa8fdbd921587f49cc42cb05deaea3399c812f040cafb3af2f1d9c1b012df4c

See more details on using hashes here.

Provenance

The following attestation bundles were made for apache_tvm_ffi-0.1.11rc1-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-0.1.11rc1-cp310-cp310-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl.

File metadata

File hashes

Hashes for apache_tvm_ffi-0.1.11rc1-cp310-cp310-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl
Algorithm Hash digest
SHA256 16ac4c29d42cb43b37946d7b09c45257e411b5e2f6a5ea1cbfac7f4d24af933d
MD5 1f1b6e5c94ab9184284c518285f531d0
BLAKE2b-256 8db72d2ae8fae331eea573d0a97c81612e6d1368b35aaf7fdba92e4cd7474387

See more details on using hashes here.

Provenance

The following attestation bundles were made for apache_tvm_ffi-0.1.11rc1-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-0.1.11rc1-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.whl.

File metadata

File hashes

Hashes for apache_tvm_ffi-0.1.11rc1-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.whl
Algorithm Hash digest
SHA256 48033d4bb3ba7ff86cd5b6655ab04ffb2f1a0ac950040d67f4eb5db0d9985265
MD5 b1ff7ad882fd5e27ae2f061ac6e8ab3b
BLAKE2b-256 ff68cb3f5658be1d81750769e0002a1a79219edcfda625b3f344c320d362e9b5

See more details on using hashes here.

Provenance

The following attestation bundles were made for apache_tvm_ffi-0.1.11rc1-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_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-0.1.11rc1-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.whl.

File metadata

File hashes

Hashes for apache_tvm_ffi-0.1.11rc1-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.whl
Algorithm Hash digest
SHA256 383ad1b100ccd102b4acea0767d7995c9ce5306ac0450ee9c037e1277bf2fb03
MD5 ac0a4750375b0cfab72ca5d0eff7d750
BLAKE2b-256 b5a6f7a7907a007c10b706287a90e36921f78782ebad1230119f2f4468a23b20

See more details on using hashes here.

Provenance

The following attestation bundles were made for apache_tvm_ffi-0.1.11rc1-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_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-0.1.11rc1-cp310-cp310-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for apache_tvm_ffi-0.1.11rc1-cp310-cp310-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 55574ffd28eb8c6bc4afc98afab8dd7a98e3fb53284ff4e1f4d1d6c3a368f81e
MD5 57392ea53a47bb86ebee13df06a7d964
BLAKE2b-256 9c91fe6c1666c9ac56eec283f916f8ed409f612076ca3a39e2806d8d5254b2c9

See more details on using hashes here.

Provenance

The following attestation bundles were made for apache_tvm_ffi-0.1.11rc1-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-0.1.11rc1-cp39-cp39-win_amd64.whl.

File metadata

File hashes

Hashes for apache_tvm_ffi-0.1.11rc1-cp39-cp39-win_amd64.whl
Algorithm Hash digest
SHA256 00004c2ed961b8c85446ac5bf53c5359edcd08c75480294946521a9858abd959
MD5 e36583ec83872d39bdcbd7788f556215
BLAKE2b-256 ef851c10b2cfa07489f5531567043c196c4a83ce4e38fc24bda06f6119345931

See more details on using hashes here.

Provenance

The following attestation bundles were made for apache_tvm_ffi-0.1.11rc1-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-0.1.11rc1-cp39-cp39-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for apache_tvm_ffi-0.1.11rc1-cp39-cp39-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 e4312289d5bb45e812657448c58380f0f35b028db156a1b13bc9b29f796138f1
MD5 8b1a09e1bd1b886d47ad18e6858a612a
BLAKE2b-256 80539d254e29f1fc4eb8548bf73a68c95a2d0e7bb9c6930277a87436b0abf5c2

See more details on using hashes here.

Provenance

The following attestation bundles were made for apache_tvm_ffi-0.1.11rc1-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-0.1.11rc1-cp39-cp39-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl.

File metadata

File hashes

Hashes for apache_tvm_ffi-0.1.11rc1-cp39-cp39-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl
Algorithm Hash digest
SHA256 a79064cf95a559e285e2d9161301f636dfc2381bab7fcfc3fc396d208ae998ea
MD5 aade281db2589dabc85db49efd8b7c5f
BLAKE2b-256 87cde0bb72e154803083054cbc4e320c2e05876824d042e4388e5df863079b49

See more details on using hashes here.

Provenance

The following attestation bundles were made for apache_tvm_ffi-0.1.11rc1-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-0.1.11rc1-cp39-cp39-manylinux2014_x86_64.manylinux_2_17_x86_64.whl.

File metadata

File hashes

Hashes for apache_tvm_ffi-0.1.11rc1-cp39-cp39-manylinux2014_x86_64.manylinux_2_17_x86_64.whl
Algorithm Hash digest
SHA256 1fa706555bdb7c64e81af6a5386b081e250e5c68d9dfead68a1952e1b3e6454b
MD5 6204a199713e2b8baf8b943b1bd08b05
BLAKE2b-256 08d2ffbb030dfd6b263e00050e09655fb91bb350a28d35755fdc565bc06876ff

See more details on using hashes here.

Provenance

The following attestation bundles were made for apache_tvm_ffi-0.1.11rc1-cp39-cp39-manylinux2014_x86_64.manylinux_2_17_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-0.1.11rc1-cp39-cp39-manylinux2014_aarch64.manylinux_2_17_aarch64.whl.

File metadata

File hashes

Hashes for apache_tvm_ffi-0.1.11rc1-cp39-cp39-manylinux2014_aarch64.manylinux_2_17_aarch64.whl
Algorithm Hash digest
SHA256 8cf305a1e07cd7e8be5e4b0eb2ac9299841a121255e5fb125ab0d7af61bd3bec
MD5 afd5a9cbb80d070999650bb156a169bd
BLAKE2b-256 a20f6252ab6438ba05e3120a0fcb53eb687af3b9697b61de58e05fbc62f1acca

See more details on using hashes here.

Provenance

The following attestation bundles were made for apache_tvm_ffi-0.1.11rc1-cp39-cp39-manylinux2014_aarch64.manylinux_2_17_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-0.1.11rc1-cp39-cp39-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for apache_tvm_ffi-0.1.11rc1-cp39-cp39-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 619cd221187344c5a8bf627b453d8eff00bee094a4e85b5f029da81a91cc4238
MD5 c5337a54ad812bcb888e1dec5365ce08
BLAKE2b-256 7f3db27930dfde37bc8a278c944db0b2eff9b3e29851273a1f603616f9b1463a

See more details on using hashes here.

Provenance

The following attestation bundles were made for apache_tvm_ffi-0.1.11rc1-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.

File details

Details for the file apache_tvm_ffi-0.1.11rc1-cp38-cp38-win_amd64.whl.

File metadata

File hashes

Hashes for apache_tvm_ffi-0.1.11rc1-cp38-cp38-win_amd64.whl
Algorithm Hash digest
SHA256 5bc53656edb40fa9858e4cdea1c8347d2acdc73d7365b38538b4cf554eed3711
MD5 e3bc9d40405f689c2976225894b3cd38
BLAKE2b-256 96c529e8264226985b78713f9829e69b2df0befa2ff19b273485babb149fe82c

See more details on using hashes here.

Provenance

The following attestation bundles were made for apache_tvm_ffi-0.1.11rc1-cp38-cp38-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-0.1.11rc1-cp38-cp38-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for apache_tvm_ffi-0.1.11rc1-cp38-cp38-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 9c8683c892e8d598faa59cd369197bd21575a05f32cd7d8b21315598b9af8830
MD5 6d1ad770c26202ce1f1ef82e3c5b1020
BLAKE2b-256 c666cf049fdfd215ccd5aa873aaa8df4bc89f559c96527ce8ea6833a6934674e

See more details on using hashes here.

Provenance

The following attestation bundles were made for apache_tvm_ffi-0.1.11rc1-cp38-cp38-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-0.1.11rc1-cp38-cp38-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl.

File metadata

File hashes

Hashes for apache_tvm_ffi-0.1.11rc1-cp38-cp38-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl
Algorithm Hash digest
SHA256 c5514709d6e04c9b5e1d5c5fe0a04e81389a2a0b7cc61b6c34d482646a349fa1
MD5 efbdb2286c21f8eb792780c0fcc64302
BLAKE2b-256 e77a28287b51db648322da3be2d88afe38e131382d4bb791377d51edbb8208de

See more details on using hashes here.

Provenance

The following attestation bundles were made for apache_tvm_ffi-0.1.11rc1-cp38-cp38-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-0.1.11rc1-cp38-cp38-manylinux2014_x86_64.manylinux_2_17_x86_64.whl.

File metadata

File hashes

Hashes for apache_tvm_ffi-0.1.11rc1-cp38-cp38-manylinux2014_x86_64.manylinux_2_17_x86_64.whl
Algorithm Hash digest
SHA256 8be6780f0ada1d7dbd869f675a13310d046371eb710c96264dc8e616b43144ab
MD5 8057e9faefeb22e61d7510dc5e794d93
BLAKE2b-256 3c54203cde74e107763e5c5b5de2f3bb3cd33041130735bd543ea2e9d0d5c68e

See more details on using hashes here.

Provenance

The following attestation bundles were made for apache_tvm_ffi-0.1.11rc1-cp38-cp38-manylinux2014_x86_64.manylinux_2_17_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-0.1.11rc1-cp38-cp38-manylinux2014_aarch64.manylinux_2_17_aarch64.whl.

File metadata

File hashes

Hashes for apache_tvm_ffi-0.1.11rc1-cp38-cp38-manylinux2014_aarch64.manylinux_2_17_aarch64.whl
Algorithm Hash digest
SHA256 69f44c5dac9cc6c8e05714e170aa54f5ad630d159264a79af5758815ec8362ec
MD5 d9eb7f46ff667667bbd878f703a4ac9e
BLAKE2b-256 aaa0982913c3be70b3583c446bc4a6ee201e67673ab9a3758e985ad239e632dc

See more details on using hashes here.

Provenance

The following attestation bundles were made for apache_tvm_ffi-0.1.11rc1-cp38-cp38-manylinux2014_aarch64.manylinux_2_17_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-0.1.11rc1-cp38-cp38-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for apache_tvm_ffi-0.1.11rc1-cp38-cp38-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 a1a02befe8fe9e42aea44db5052a09765461aa9b4e3df4ebf3bdffcd921067db
MD5 85a5abb6973637fb79dfb8bfcdde08ce
BLAKE2b-256 611c62f8c688a6ea6f866a952d30f19ed48c4d9dcfb09ef0883c8b723daab0d1

See more details on using hashes here.

Provenance

The following attestation bundles were made for apache_tvm_ffi-0.1.11rc1-cp38-cp38-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