Commit graph

7863 commits

Author SHA1 Message Date
Sheil Kumar
b72fe13941
Update WinML Projection to accept sequence of tensors (#3287)
* Enable sequence of tensor

* add tests

* small updates

* There should only be 2 elements returned

* CR feedback, and another 6->2 check update in the test.

* missing semicolon...

* Add explicit to constructor taking pointer paramter

Co-authored-by: Sheil Kumar <sheilk@microsoft.com>
2020-03-23 15:55:20 -07:00
Tixxx
7f610caca0
Make gradient clipping configurable. (#3243)
* Make gradient clipping configurable.
add control flag to c++ and python frontend
2020-03-23 12:21:48 -07:00
Weixing Zhang
843ee346a8
Implement struct TArray and simplify code. (#3291)
* Implement operator[] for TArray and simplify the code.

* fix a build error.

* add a constructor with std::vector input

* fix build error

* update based on code review feedback

Co-authored-by: Weixing Zhang <wezhan@microsoft.com>
2020-03-23 10:51:54 -07:00
Tracy Sharpe
57468c651c
QLinearMatMul speed up (#3283)
The equivalent of PR#3196 but done for QLinearMatMul. Use MLAS to do a u8u8=s32 GEMM and then requantize this intermediate buffer.
2020-03-21 15:37:25 -07:00
Changming Sun
9c3b6d2e4b Fix warnings in nuphar 2020-03-20 21:49:46 -07:00
Xueyun Zhu
9dbc50c438 fix build break 2020-03-21 02:16:00 +00:00
Tianlei Wu
403f99cd77
Use yapf to format python (#3276)
Update ReformatSourcePython.bat to use YAPF to format python code, and add onnxruntime\test directory to be formatted.

Add onnxruntime\.style.yapf for configuration. The style is based on google, except max column width 120.

Format python scripts using ReformatSourcePython.bat.
2020-03-20 14:34:10 -07:00
Pranav Sharma
84015d9491
Fix post merge test. This doesn't get triggered as part of gated PR checks. (#3277) 2020-03-20 13:23:09 -07:00
Xueyun Zhu
ccc3535e72 resolve conflict 2020-03-20 20:20:35 +00:00
Dmitri Smirnov
b880c48c4c
Make reduction ops handle Scalar input (#3260)
Handle Scalar values for CPU and GPU
  Ifdef CUDA nd TVM as they require more changes.
2020-03-20 12:04:47 -07:00
ytaous
5c52332223
unittests comments (#3278)
Co-authored-by: Ethan Tao <ettao@microsoft.com>
2020-03-20 11:56:50 -07:00
Ye Wang
c5149e89d9
Wangye/shortgraindropper (#3273) (#3274)
* Featurizer Library update

* update Featurizer Library

* add short_grain_dropper_transformer

* resolve comments

* resolve comments

* resolve comments
2020-03-20 11:48:31 -07:00
Tianlei Wu
1d9be2baed
Add Notebook for Bert Model exported by Keras2onnx (#3271)
* Add notebook for bert squad model exported by python 1.4

* update bert performance test tool:
(1) set OpenMP environment variable before importing onnxruntime.
(2) launch new process for each test.

* Add notebook
Reduce combinations in perf test

* update readme

* fix quote

* Allow test multiple batch_size

* Add latency percentile

* Add warm up run
Reset logger for notebook

* refine default settings to test for cpu/gpu

* Add script to dump machine info

* Add notebooks for PyTorch SQuAD model GPU and CPU inference

* Update machineinfo.py: add license header; format by yapf

* Do not reset log handler. Skip adding handler if existed.

* Add comments about GPU result diff.
Filter rows of batch set to keep only one setting.

* update according to review feedback

* Download script from master branch

* Add notebook for bert model exported by keras2onnx

* format columns in result table

* re-run and update notebook
2020-03-20 11:37:25 -07:00
Yufeng Li
a69d859912
fix quantize_bias (#3270) 2020-03-20 11:36:47 -07:00
liqunfu
d521efd904
refactor frontend (#3235)
* refactor frontend

* remove training python files from inferencing build

* update according to reviewer's comments

* merge pybind_state.cc

* refactor pybind_state.cc

* code clean up

* missed a forward declaration in ort_pybind_state.cc

* passed pytest

* move training_session.py into a subfolder per reviewer's comment

* add copyright

Co-authored-by: liqun <liqun@OrtTrainingDev4.af05slrtruoetgaxwwjv5nsq5e.px.internal.cloudapp.net>
2020-03-19 20:59:41 -07:00
edgchen1
d9f628cb1d
Remove orttraining/tools/scripts/profile directory. (#3268) 2020-03-19 14:13:05 -07:00
Scott McKay
6dc25a60f8
Make the reduction ops more consistent in checking if no transpose is required and skipping the copy of the input data if that is the case. Significantly better performance when this is done (2x faster for model calling ReduceSumSquare with input of {2048,10}). (#3265) 2020-03-20 06:55:38 +10:00
ytaous
ca7985fd9f
Address PR comments (#3256)
* comments

* fix path

* fix path

Co-authored-by: Ethan Tao <ettao@microsoft.com>
2020-03-19 10:40:00 -07:00
Changming Sun
8f00147c14 Fix a few warnings 2020-03-19 09:22:28 -07:00
Tiago Koji Castro Shibata
3bdb0b620a
Fix WCOS/Win32 linking bugs (#3126)
* Fix WCOS/Win32 linking bugs

* Remove unused NODEFAULTLIB flags

* Avoid plain target_link_libraries signature

* Avoid plain target_link_libraries signature

* Fix library list escaping

* Use library list instead of string

* Remove duplicate link to windowsapp.lib

* Remove Win32 build workarounds

* Specify CMake policies before initializing language

* Expose Win32 header definitions during build

* Force set API family

* Enable Win32 APIs in featurizer

* Use MT dynamic CRT

* Expose Win32 specific functions

* Disable app container globally

* Disable default wide functions in featurizers

* Add featurizers to test include path

* Workaround https://gitlab.kitware.com/cmake/cmake/issues/19428

* Revert pipeline debugging hacks

* Skip /FI in CUDA sources

* Default to Win32 builds

* Enable WCOS when using WinML

* Use generator expression to apply CMAKE_MSVC_RUNTIME_LIBRARY to C++ only
2020-03-19 08:52:40 -07:00
edgchen1
61e8a24340
Address PR comments (#3255)
* Added comment for ntfw_remove().

* Rewrite WindowsEnv::DeleteFolder(), some other clean up.
2020-03-18 17:57:57 -07:00
edgchen1
d82f72e65c
Add ort_training build status file. (#3257) 2020-03-18 17:39:57 -07:00
Pranav Sharma
435f014d71
Add support for sessions to share a global threadpool. (#3177)
* Add support for sessions to share a global threadpool.

* Fix build issues

* Add tests, fix build issues.

* Added some documentation

* Fix centos issue when threadpools become nullptr due to 1 core.

* Fix mac and x86 build issues

* Address some PR comments

* Disabled test for android, added few more tests and addressed more PR comments.

* const_cast
2020-03-18 15:42:46 -07:00
Sherlock
03d14bae2b
Register ONNX Training Ops (#3252) 2020-03-18 12:36:57 -07:00
edgchen1
e03b8a1e2f
Move path_lib from onnxruntime/core/framework to onnxruntime/core/platform. (#3253)
Moved path_lib.h/cc from onnxruntime/core/framework to onnxruntime/core/platform and from the onnxruntime_framework to the onnxruntime_common libraries.
2020-03-18 11:53:46 -07:00
Xiang Zhang
61621d4053
Add extra fields to ORT telemetry (#3234)
* Add extra fields to ORT telemetry

* fix linux build failure caused by using HRESULT

* little refactor
2020-03-18 09:37:35 -07:00
Xavier Dupré
bd348ec6ca
Add unit test to cover TreeEnsembleClassifier applied to binary classification and 2 classes (#3230)
* Add unit test to cover TreeEnsembleClassifier for binary classification
2020-03-18 11:32:58 +01:00
jaka.katrasnik
88c65f8add Fixes GTest deprecation warnings 2020-03-17 16:38:55 -07:00
edgchen1
c5576d70a6
Fix build issues (#3214)
* Fixed issues with Python and inference-only build.

* Handle ImportError for training imports.

* fix windows build

* fix compile error

* fix centos build

* fix windows build

* fix compile error

* Use SafeInt for allocation calculation, fix typo.

Co-authored-by: Ethan Tao <ettao@microsoft.com>
2020-03-17 16:10:23 -07:00
Tianlei Wu
0700d13ece
Add Bert Optimization Notebooks (#3204)
* Add notebooks for GPU and CPU inference of PyTorch BERT SQuAD model
* update bert_optimization.py: Do not add duplicated logger handler
* Add machineinfo.py to show machine configuration for notebook.
* Update bert performance test tool:
(1) Set OpenMP environment variable before importing onnxruntime.
(2) Use sub-process for each test
(3) Allow test multiple batch_size
(4) Add latency percentile
(5) Add warmup
2020-03-17 11:56:36 -07:00
Dwayne Robinson
f6211217d8 Fixes 2020-03-16 21:26:36 -07:00
Faith Xu
8bc4e3195d
Updates to roadmap (#3155)
* Updates to roadmap

* remove redundant directML

* Add JS to future investments
2020-03-16 18:19:07 -07:00
Ori Levari
e63f817eb6
avoid IDXGIFactory 6 where possible to enable WinML GPU Path downlevel to RS3 (#3180) 2020-03-16 15:25:32 -07:00
Xiang Zhang
682dde2b3b
add dml_ep_lock (#3200)
* add dml_ep_lock

* Move Winml process-wide lock back to individual sessions
2020-03-16 14:32:12 -07:00
Sherlock
4b2c8e884e
Udpate License Header (#3212) 2020-03-16 10:24:31 -07:00
Xavier Dupré
6319357a99
Reduce number of allocations in TreeEnsemble (#3217)
* reduce number of allocations in TreeEnsemble

* Fix probabilities for binary case.

* fix outbound access

Co-authored-by: xavier dupré <xavier.dupre@gmail.com>
2020-03-16 12:22:15 +01:00
Changming Sun
0fceb33288
Fix onnxruntime server docker file build failure (#3219)
1. Fix onnxruntime server docker file build failure. Tested with the notebook in ONNX tutorial, it works well.
2. Delete the docker files for the other EPs, because currently they don't work and I don't have enough time to update them.
2020-03-15 14:46:46 -07:00
Jesse Benson
3a7539e071 Update bert-base convergence values 2020-03-13 23:03:34 -07:00
Jesse Benson
dc11b82956 Tweak the dropout calculation. 2020-03-13 23:03:34 -07:00
Tracy Sharpe
88c20eaef1
MLAS: rename AVX512BW->AVX512Core (#3216)
Cleanup change: remap functions and files with Avx512BW to Avx512Core.
2020-03-13 22:45:51 -07:00
Dwayne Robinson
551d28be9a Update. 2020-03-13 19:06:00 -07:00
Dwayne Robinson
d489288e3c Add kernels, including stubs. 2020-03-13 18:56:22 -07:00
Dmitri Smirnov
2a6e5ce978
Speedup and reduce binary size for TfIdfVectorizer (#3197)
Speed up TfIdf.
  Build Trie like structure to quickly exclude dead-ends. 
  Use ParallelFor() for each of the rows processing.
  Make it non-template, batch it.
  Check for short tail within the inner loop.
2020-03-13 17:00:59 -07:00
Tracy Sharpe
fe0b2b2abd
QLinearConv speed up (#3196)
For x86/x64 builds, change the QLinearConv op to use MLAS for the u8u8=s32 GEMM, then requantize the intermediate buffer to u8.
2020-03-13 16:54:55 -07:00
Changming Sun
0a1257e467
Adjust the grouping logic in ThreadPool::TryBatchParallelFor (#3207)
1. No more plus 1.
2. Use MlasPartitionWork function to calculate the work index range.
2020-03-13 12:49:17 -07:00
Yulong Wang
5bc0d8be5c
Fix TopK Cuda implementation (#3176)
Fixes a bug in TopK cuda implementation when input size is between GridDim::maxThreadsPerBlock and GridDim::maxThreadsPerBlock * 2. In this case, the BitonicTopK will generate all-zero outputs.
2020-03-13 11:46:17 -07:00
Ori Levari
93569bf0f4
fix regex to populate dll version information correctly 2020-03-13 11:35:49 -07:00
Yufeng Li
c69194ec4c
fix the missing return in _get_quantize_input_nodes and format code with yapf (#3199)
* fix the missing return for function _get_quantize_input_nodes

* format quantization code with yapf
2020-03-13 09:28:41 -07:00
Xavier Dupré
d99554bea1
Improves implementation of tree ensemble regressor and classifier (4 to 5 times faster) (#2692)
* Improves implementation of tree ensemble regressor (4 to 5 times faster)
* Use ORT_THROW
2020-03-13 14:10:37 +01:00
Scott McKay
e9d5ed270f
Normalizer performance improvements (#3201)
* Simplify Normalizer as the spec only requires support for 2D input.

Tried using eigen (LpNorm<1>(), and norm()) on each row but that was much slower.

* Remove unused variable
2020-03-13 22:15:44 +10:00