onnxruntime/docs/python
Valery Chernov b327e89efa
Standalone TVM Executor Provider (#10019)
* squashed commit for standalone tvm execution provider

* critical fix for correct python build with stvm ep

* get tuning log file from ep options. It has priority over AUTOTVM_TUNING_LOG

* updates and fixes

* update parsing of stvm provider options

* add support of external data for onnx model

* add conditional dump of subgraphs

* remove unused code

* get input tensor shapes through provider options. get output shapes for fixed input ones by TVM API

* support AUTO_TVM tuning log file inside ORT. Selector for Ansor and Auto_TVM is provider option (tuning_type)

* add fp16

* add functionality of conversion of model layout to NHWC if need. Necessary parameter was added to STVM provider options

* fix license text in header. fix log format

* small fixes

* fix issues from flake8

* remove model proto construction from GetCapability

* reserve memory for vector of DLTensors

* add simple tutorial for STVM EP

* STVM docs

* jroesch/tvm -> apache/tvm

* remove dead code, unneccessary logs and comments

* fix in readme

* improve tutorial notebook

* tvm update

* update STVM_EP.md

* fix default value

* update STVM_EP.md

* some TODOs for the future development

* shorten long lines

* add hyperlink to STVM_EP.md

* fix Linux CI error

* fix error in csharp test

Co-authored-by: Jared Roesch <jroesch@octoml.ai>
Co-authored-by: Valery Chernov <valery.chernov@deelvin.com>
Co-authored-by: KJlaccHoeUM9l <wotpricol@mail.ru>
2021-12-15 16:59:20 -08:00
..
inference Standalone TVM Executor Provider (#10019) 2021-12-15 16:59:20 -08:00
training Improves documentation, show InferenceSession contructor attributes (#8494) 2021-07-26 15:58:47 +02:00
README.rst Bump master version to 1.11 (#9957) 2021-12-14 23:32:06 -08:00
requirements.txt Remove tensorflow, tf2onnx from the list of dependencies for the documentation (#9221) 2021-10-14 18:07:35 +02:00

ONNX Runtime
============

ONNX Runtime is a performance-focused scoring engine for Open Neural Network Exchange (ONNX) models.
For more information on ONNX Runtime, please see `aka.ms/onnxruntime <https://aka.ms/onnxruntime/>`_ or the `Github project <https://github.com/microsoft/onnxruntime/>`_.


Changes
-------

1.11.0
^^^^^^

Release Notes : TBD

1.10.0
^^^^^^

Release Notes : https://github.com/Microsoft/onnxruntime/releases/tag/v1.10.0

1.9.0
^^^^^

Release Notes : https://github.com/Microsoft/onnxruntime/releases/tag/v1.9.0

1.8.2
^^^^^

Release Notes : https://github.com/Microsoft/onnxruntime/releases/tag/v1.8.2

1.8.1
^^^^^

Release Notes : https://github.com/Microsoft/onnxruntime/releases/tag/v1.8.1

1.8.0
^^^^^

Release Notes : https://github.com/Microsoft/onnxruntime/releases/tag/v1.8.0

1.7.0
^^^^^

Release Notes : https://github.com/Microsoft/onnxruntime/releases/tag/v1.7.0

1.6.0
^^^^^

Release Notes : https://github.com/Microsoft/onnxruntime/releases/tag/v1.6.0

1.5.3
^^^^^

Release Notes : https://github.com/Microsoft/onnxruntime/releases/tag/v1.5.3

1.5.2
^^^^^

Release Notes : https://github.com/Microsoft/onnxruntime/releases/tag/v1.5.2

1.5.1
^^^^^

Release Notes : https://github.com/Microsoft/onnxruntime/releases/tag/v1.5.1


1.4.0
^^^^^

Release Notes : https://github.com/Microsoft/onnxruntime/releases/tag/v1.4.0

1.3.1
^^^^^

Release Notes : https://github.com/Microsoft/onnxruntime/releases/tag/v1.3.1

1.3.0
^^^^^

Release Notes : https://github.com/Microsoft/onnxruntime/releases/tag/v1.3.0

1.2.0
^^^^^

Release Notes : https://github.com/Microsoft/onnxruntime/releases/tag/v1.2.0

1.1.0
^^^^^

Release Notes : https://github.com/Microsoft/onnxruntime/releases/tag/v1.1.0

1.0.0
^^^^^

Release Notes : https://github.com/Microsoft/onnxruntime/releases/tag/v1.0.0

0.5.0
^^^^^

Release Notes : https://github.com/Microsoft/onnxruntime/releases/tag/v0.5.0

0.4.0
^^^^^

Release Notes : https://github.com/Microsoft/onnxruntime/releases/tag/v0.4.0