onnxruntime/docs/python/inference/notebooks
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
..
onnx-inference-byoc-gpu-cpu-aks.ipynb Add auto doc gen for ORTModule API during CI build (#7046) 2021-03-22 10:20:33 -07:00
onnxruntime-nuphar-tutorial.ipynb Update nuphar notebook model download url (#7475) 2021-04-27 21:18:06 -07:00
onnxruntime-stvm-tutorial.ipynb Standalone TVM Executor Provider (#10019) 2021-12-15 16:59:20 -08:00