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GitHub / sonos / tract

Tiny, no-nonsense, self-contained, Tensorflow and ONNX inference

JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sonos%2Ftract

Stars: 2,075
Forks: 207
Open Issues: 56

License: other
Language: Rust
Repo Size: 30.2 MB
Dependencies: 153

Created: almost 7 years ago
Updated: 9 days ago
Last pushed: 13 days ago
Last synced: 13 days ago

Commit Stats

Commits: 4613
Authors: 59
Mean commits per author: 78.19
Development Distribution Score: 0.126
More commit stats: https://commits.ecosyste.ms/hosts/GitHub/repositories/sonos/tract

Topics: artificial-intelligence, neural-networks, onnx, rust, rust-library, tensorflow

Files

Readme

Dependencies

core/Cargo.toml cargo

approx 0.5 development
criterion 0.3.5 development
env_logger 0.9.0 development
lazy_static 1.4.0 development
proptest 1.0.0 development
anyhow 1.0.43
bit-set 0.5.2
derive-new 0.5.9
downcast-rs 1.2.0
dyn-clone 1.0.4
educe 0.4.18
lazy_static 1.4.0
log 0.4.14
maplit 1.0.2
ndarray 0.15.3
num-integer 0.1.44
num-traits 0.2.14
smallvec 1.6.1
tract-data 0.17.3-pre
tract-linalg 0.17.3-pre

data/Cargo.toml cargo

criterion 0.3.5 development
proptest 1.0.0 development
anyhow 1.0.43
educe 0.4.18
half 2
itertools 0.10.1
lazy_static 1.4.0
maplit 1.0.2
ndarray 0.15.3
num-complex 0.4.0
num-integer 0.1.44
num-traits 0.2.14
scan_fmt 0.2.6
smallvec 1.6.1

harness/core-proptest-pulse/Cargo.toml cargo

env_logger 0.9.0 development
log 0.4.14 development
proptest 1.0.0 development

harness/nnef-inceptionv3/Cargo.toml cargo

dinghy-test 0.4.62 development
env_logger 0.9.0 development
log 0.4.14 development
flate2 1.0.20
image 0.24.1

harness/tf-inceptionv3/Cargo.toml cargo

criterion 0.3.5 development
dinghy-test 0.4.62 development
env_logger 0.9.0 development
log 0.4.14 development
image 0.24.1

harness/tf-mobilenet-v2/Cargo.toml cargo

dinghy-test 0.4.62 development
image 0.24.1

harness/tf-moz-deepspeech/Cargo.toml cargo

env_logger 0.9.0 development
log 0.4.14

hir/Cargo.toml cargo

env_logger 0.9.0 development
derive-new 0.5.9
educe 0.4.18
log 0.4.14
tract-core 0.17.3-pre

linalg/Cargo.toml cargo

criterion 0.3.5 development
proptest 1.0.0 development
derive-new 0.5.9
downcast-rs 1.2.0
dyn-clone 1.0.4
educe 0.4.18
lazy_static 1.4.0
libc 0.2.100
log 0.4.14
num-traits 0.2.14
paste 1.0.5
scan_fmt 0.2.6
tract-data 0.17.3-pre

linalg/matmul-bench/Cargo.toml cargo

criterion * development
accelerate-src 0.3
blis-src 0.2
cblas 0.3
matrixmultiply *

tensorflow/Cargo.toml cargo

criterion 0.3.5 development
env_logger 0.9.0 development
proptest 1.0.0 development
rand 0.8.4 development
bytes 1.0.1
derive-new 0.5.9
educe 0.4.18
log 0.4.14
prost 0.10.0
prost-types 0.10.0
tensorflow 0.17.0
tract-hir 0.17.3-pre
tract-pulse 0.17.3-pre

examples/pytorch-resnet/requirements.txt pypi

torch ==1.3.1
torchvision ==0.4.2

linalg/cost_model/train/requirements.txt pypi

numpy ==1.22.0
torch ==1.9.0

.github/workflows/asan.yml actions

actions/checkout v3 composite

.github/workflows/beta-and-nightly.yml actions

actions/cache v3 composite
actions/checkout v3 composite

.github/workflows/binaries.yml actions

actions/checkout v3 composite
softprops/action-gh-release v1 composite

.github/workflows/cost_model.yml actions

actions/checkout v3 composite

.github/workflows/cross-platform.yml actions

actions/cache v3 composite
actions/checkout v3 composite

.github/workflows/full.yml actions

actions/cache v3 composite
actions/checkout v3 composite

.github/workflows/release.yml actions

actions/create-release latest composite

.github/workflows/unix.yml actions

actions/cache v3 composite
actions/checkout v3 composite

onnx-opl/Cargo.toml cargo

tract-nnef =0.19.1-pre

.github/workflows/wheels.yml actions

actions/checkout v3 composite
actions/download-artifact v3 composite
actions/upload-artifact v3 composite
hecrj/setup-rust-action v1 composite
pypa/cibuildwheel v2.11.2 composite
pypa/gh-action-pypi-publish v1.5.1 composite

.github/workflows/windows.yml actions

actions/checkout v3 composite
nick-invision/retry v2 composite

nnef/Cargo.toml cargo

temp-dir 0.1.11 development
tract-core =0.19.1-pre

onnx/Cargo.toml cargo

env_logger 0.9.0 development
tract-hir =0.19.1-pre
tract-nnef =0.19.1-pre
tract-onnx-opl =0.19.1-pre

harness/tf-moz-deepspeech/smoketest-builder/Dockerfile docker

ubuntu bionic build

.github/workflows/pydoc.yml actions

actions/checkout v3 composite

test-rt/test-onnx-nnef-cycle/Cargo.toml cargo

tract-nnef =0.20.7-pre development
tract-onnx-opl =0.20.7-pre development

Cargo.toml cargo

api/Cargo.toml cargo

lazy_static 1.4.0 development

api/ffi/Cargo.toml cargo

api/proxy/Cargo.toml cargo

tract-api =0.20.19-pre
tract-proxy-sys =0.20.19-pre

api/proxy/sys/Cargo.toml cargo

api/rs/Cargo.toml cargo

tract-api =0.20.19-pre
tract-extra =0.20.19-pre
tract-libcli =0.20.19-pre
tract-nnef =0.20.19-pre
tract-onnx =0.20.19-pre
tract-onnx-opl =0.20.19-pre
tract-pulse =0.20.19-pre

ci/tract-ci-minion/Cargo.toml cargo

cli/Cargo.toml cargo

examples/keras-tract-tf2/Cargo.toml cargo

examples/nnef-dump-mobilenet-v2/Cargo.toml cargo

examples/nnef-mobilenet-v2/Cargo.toml cargo

examples/onnx-mobilenet-v2/Cargo.toml cargo

examples/pytorch-albert-v2/Cargo.toml cargo

examples/pytorch-resnet/Cargo.toml cargo

examples/tensorflow-mobilenet-v2/Cargo.toml cargo

examples/tflite-mobilenet-v3/Cargo.toml cargo

extra/Cargo.toml cargo

tract-nnef =0.20.19-pre
tract-pulse =0.20.19-pre

harness/lstm-proptest-onnx-vs-tf/Cargo.toml cargo

harness/onnx-proptest/Cargo.toml cargo

harness/tfl-mobilenet-v2-q/Cargo.toml cargo

tract-tflite =0.20.19-pre

libcli/Cargo.toml cargo

linalg/cost_model/Cargo.toml cargo

nnef/nnef-resources/Cargo.toml cargo

pulse/Cargo.toml cargo

pulse-opl/Cargo.toml cargo

test-rt/infra/Cargo.toml cargo

test-rt/suite-onnx/Cargo.toml cargo

test-rt/suite-unit/Cargo.toml cargo

test-rt/test-onnx-core/Cargo.toml cargo

test-rt/test-onnx-core/debug-utils/Cargo.toml cargo

test-rt/test-tflite/Cargo.toml cargo

tract-onnx-opl =0.20.19-pre development
tract-tflite =0.20.19-pre development

test-rt/test-unit-core/Cargo.toml cargo

tract-core =0.20.19-pre

tflite/Cargo.toml cargo

api/py/pyproject.toml pypi

api/py/requirements-docs.txt pypi

api/py/requirements.txt pypi

numpy ==1.25.2
setuptools ==68.1.2
setuptools_rust ==1.6.0
toml ==0.10.2

api/py/setup.py pypi

numpy *

examples/keras-tract-tf2/requirements.txt pypi