onnxruntime/onnxruntime
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
..
contrib_ops reorganize quantization files (#10023) 2021-12-15 15:45:04 -08:00
core Standalone TVM Executor Provider (#10019) 2021-12-15 16:59:20 -08:00
gsl Change TensorShape to typically not allocate heap memory (#9542) 2021-11-08 10:29:54 -08:00
python Standalone TVM Executor Provider (#10019) 2021-12-15 16:59:20 -08:00
test Standalone TVM Executor Provider (#10019) 2021-12-15 16:59:20 -08:00
tool/etw
wasm Merged PR 6524907: Fix merge conflicts from public ORT to WindowsAI ORT 2021-10-01 22:47:52 +00:00
.style.yapf
__init__.py Bump master version to 1.11 (#9957) 2021-12-14 23:32:06 -08:00
ReformatSource.ps1
ReformatSourcePython.bat
VSCodeCoverage.runsettings Merged PR 6622174: merge latest onnxruntime into dmldev 2021-10-30 19:59:33 +00:00