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DirectML is a high-performance, hardware-accelerated DirectX 12 library for machine learning. DirectML provides GPU acceleration for common machine learning tasks across a broad range of supported hardware and drivers, including all DirectX 12-capable GPUs from vendors such as AMD, Intel, NVIDIA, and Qualcomm.

SHA Message Author Date Stats
8700779f Harden the buffer size and strides calculation against numerical overflow (#734) Chai Chaoweeraprasit <w****5@h****m>
Committed by: GitHub <n****y@g****m>
4 months ago
a9614e82 Update Releases.md removing TBD's (#711)
Co-authored-by: Justin Stoecker <j****k@m****m>, Justin Stoecker <j****k@m****m>
Dwayne Robinson <d****r@m****m>
Committed by: GitHub <n****y@g****m>
about 1 year ago
d2c4f114 Update README to indicate DML is in maintenance mode (#710) Justin Stoecker <j****k@m****m>
Committed by: GitHub <n****y@g****m>
about 1 year ago
674540ff Print hex as hex (#707) Dwayne Robinson <d****r@m****m>
Committed by: GitHub <n****y@g****m>
about 1 year ago
ae698971 DxDispatch add print verbose use fmt instead of snprintf (#706) Dwayne Robinson <d****r@m****m>
Committed by: GitHub <n****y@g****m>
about 1 year ago
17c28291 DxDispatch add print verbose option including exact bit patterns via hex (#705) Dwayne Robinson <d****r@m****m>
Committed by: GitHub <n****y@g****m>
about 1 year ago
86647bd4 Basic image I/O support for dxdispatch (#695) Justin Stoecker <j****k@m****m>
Committed by: GitHub <n****y@g****m>
over 1 year ago
a2b2dd2d DirectML 1.15.4 is released (#661) Indy Zhu <i****t@u****m>
Committed by: GitHub <n****y@g****m>
almost 2 years ago
8fd4bc3e Update Releases.md for 1.15.3 (#658) Indy Zhu <i****t@u****m>
Committed by: GitHub <n****y@g****m>
almost 2 years ago
94fafe58 For NPU Sample, add flexibility in device creation options and fix Generic ML...
Co-authored-by: Zu Shi <z****i@m****m>
Zu-shi <z****i@g****m>
Committed by: GitHub <n****y@g****m>
almost 2 years ago
e6e55974 Use DML_TENSOR_DATA_TYPE_UINT8 for ONNX_TENSOR_ELEMENT_DATA_TYPE_BOOL (#651) Indy Zhu <i****t@u****m>
Committed by: GitHub <n****y@g****m>
almost 2 years ago
7138c1c0 Update Readme (#649) Sumit Agarwal <s****0@g****m>
Committed by: GitHub <n****y@g****m>
almost 2 years ago
2b952c3f Update ort (#641) Sumit Agarwal <s****0@g****m>
Committed by: GitHub <n****y@g****m>
about 2 years ago
53e1a0e9 Update SHA256 for DML1.15.2 in ESRGAN sample (#639) Sumit Agarwal <s****0@g****m>
Committed by: GitHub <n****y@g****m>
about 2 years ago
b8730648 Update Samples and Release.md (#636) Sumit Agarwal <s****0@g****m>
Committed by: GitHub <n****y@g****m>
about 2 years ago
f9d47d00 Per Ashrit Shetty: Update readme for error message (#637) Indy Zhu <i****t@u****m>
Committed by: GitHub <n****y@g****m>
about 2 years ago
1c6427aa compute queue for core/ml adapters only (#635) Justin Stoecker <j****k@m****m>
Committed by: GitHub <n****y@g****m>
about 2 years ago
2ac1dd0b C++ sample for ESRGAN (#634) Justin Stoecker <j****k@m****m>
Committed by: GitHub <n****y@g****m>
about 2 years ago
ff5c0908 Update Release Notes and Samples for DML1.15.1 (#633) Sumit Agarwal <s****0@g****m>
Committed by: GitHub <n****y@g****m>
about 2 years ago
32e3d129 Add DmlSerialized Dispatchable to DxDispatch (#601)
Co-authored-by: Bereket Nigussie <t****e@m****m>, Sumit Agarwal <s****l@m****m>
Bereket Nigussie <a****9@g****m>
Committed by: GitHub <n****y@g****m>
about 2 years ago
6645ec13 DxDispatch: remove half dependency from sourceforge (#631) Justin Stoecker <j****k@m****m>
Committed by: GitHub <n****y@g****m>
about 2 years ago
07377a60 update whisper sample (#629) Xiang Zhang <x****z@m****m>
Committed by: GitHub <n****y@g****m>
about 2 years ago
a87891eb Add DxDispatch PIX timing capture command line support on windows (#617) Cole Brooking <1****T@u****m>
Committed by: GitHub <n****y@g****m>
about 2 years ago
1d738f7a Update Torch-DirectML samples and docs for Torch-DirectML 2.3.0 (#610)
Co-authored-by: Dwayne Robinson <d****r@m****m>, Dwayne Robinson <d****r@m****m>, Dwayne Robinson <d****r@m****m>, Dwayne Robinson <d****r@m****m>, Dwayne Robinson <d****r@m****m>, Dwayne Robinson <d****r@m****m>, Sheil Kumar <s****k@m****m>, Dwayne Robinson <d****r@m****m>
Sheil Kumar <s****7@g****m>
Committed by: GitHub <n****y@g****m>
about 2 years ago
61a1a508 User/chrila/enable graph compile (#606)
Co-authored-by: Christian Larson <2****T@u****m>
Christian Larson <c****T@u****m>
Committed by: GitHub <n****y@g****m>
about 2 years ago
72ad224f Update samples, docs and release notes for DirectML 1.15.0 (#605)
Co-authored-by: Sheil Kumar <s****k@m****m>
Sheil Kumar <s****7@g****m>
Committed by: GitHub <n****y@g****m>
about 2 years ago
46f3e141 Add code for creating Generic ML devices to NPU starter sample (#599) Zu-shi <a****n@g****m>
Committed by: GitHub <n****y@g****m>
about 2 years ago
372a6228 Update docs for torch-directml 0.2.2 (#593)
Co-authored-by: Sheil Kumar <s****k@m****m>, Dwayne Robinson <d****r@m****m>
Sheil Kumar <s****7@g****m>
Committed by: GitHub <n****y@g****m>
about 2 years ago
4d65cad0 Add MVN2 and Dequantize support (#591) Patrice Vignola <v****e@g****m>
Committed by: GitHub <n****y@g****m>
about 2 years ago
e3a75c1f Upgrade dxdispatch to ORT 1.18 (#584) Justin Stoecker <j****k@m****m>
Committed by: GitHub <n****y@g****m>
over 2 years ago
3e69d6a4 Samples and docs updates for Torch-DirectML and add new LLM samples. (#585)
Co-authored-by: Sheil Kumar <s****k@m****m>
Sheil Kumar <s****7@g****m>
Committed by: GitHub <n****y@g****m>
over 2 years ago
2aaba74b Minor fixes for formatting and present seperator (#583) Justin Stoecker <j****k@m****m>
Committed by: GitHub <n****y@g****m>
over 2 years ago
cc9606b1 Support for --present_separator, enabling some external tools perceive infere... NvVlad <9****d@u****m>
Committed by: GitHub <n****y@g****m>
over 2 years ago
1c3ade67 Fix debug callback not showing output (#581) Justin Stoecker <j****k@m****m>
Committed by: GitHub <n****y@g****m>
over 2 years ago
6a5919ce Use custom heaps by default for cache-coherent UMA devices (#580) Justin Stoecker <j****k@m****m>
Committed by: GitHub <n****y@g****m>
over 2 years ago
5897d34a Change feature level of Resample3 to 6.4 (#577) Patrice Vignola <v****e@g****m>
Committed by: GitHub <n****y@g****m>
over 2 years ago
d3918ea6 Add SoftMax and GELU activation functions to DMLX (#573) Patrice Vignola <v****e@g****m>
Committed by: GitHub <n****y@g****m>
over 2 years ago
0bd9f4f0 Enable generic feature level devices in DXDispatch (#571)
Co-authored-by: Justin Stoecker <j****k@m****m>, Justin Stoecker <j****k@m****m>
Jeff Bloomfield <3****o@u****m>
Committed by: GitHub <n****y@g****m>
over 2 years ago
c6fe6945 DxDispatch update to FL6.2 and a few bug fixes (#576) Justin Stoecker <j****k@m****m>
Committed by: GitHub <n****y@g****m>
over 2 years ago
7be19e21 Update Microsoft.ML.OnnxRuntime.DirectML version to 1.15.0->1.17.1 (#574)
Co-authored-by: Christian Larson <2****T@u****m>
Christian Larson <c****T@u****m>
Committed by: GitHub <n****y@g****m>
over 2 years ago
68d3ab6c Add int4 support to DMLX (#572) Patrice Vignola <v****e@g****m>
Committed by: GitHub <n****y@g****m>
over 2 years ago
224ceb74 Fix if spacing (#562) Dwayne Robinson <d****r@m****m>
Committed by: GitHub <n****y@g****m>
over 2 years ago
12abc68e Typo "Pytorch"→"PyTorch" (#514) Hiroshi Yoshioka <4****8@u****m>
Committed by: GitHub <n****y@g****m>
over 2 years ago
4f9df568 fix bug (#565) Justin Stoecker <j****k@m****m>
Committed by: GitHub <n****y@g****m>
over 2 years ago
d1299e61 Support constant data nodes in DirectMLX (#564) Justin Stoecker <j****k@m****m>
Committed by: GitHub <n****y@g****m>
over 2 years ago
da3abe62 Add sample showing how to enumerate NPU devices (#552)
Co-authored-by: Sheil Kumar <s****k@m****m>
Sheil Kumar <s****7@g****m>
Committed by: GitHub <n****y@g****m>
over 2 years ago
287cd032 Update compile and link commands to address binskim (#561)
Co-authored-by: Christian Larson (from Dev Box) <2****T@u****m>
Christian Larson <c****T@u****m>
Committed by: GitHub <n****y@g****m>
over 2 years ago
586759ee Update DxDispatch to fix Bin Skim errors (#557)
Co-authored-by: Christian Larson (from Dev Box) <2****T@u****m>
Christian Larson <c****T@u****m>
Committed by: GitHub <n****y@g****m>
over 2 years ago
aa9982c1 Update Code to work with agility SDK, added Dred, update agilitySdk (#548)
Co-authored-by: Christian Larson <2****T@u****m>
Christian Larson <c****T@u****m>
Committed by: GitHub <n****y@g****m>
over 2 years ago
81ec7d7b Fix links for TF and PT with DirectML (#549) Hayden Barnes <h****s@h****m>
Committed by: GitHub <n****y@g****m>
over 2 years ago
88ecc6c1 Update release notes for DML 1.13.1 (#546) tbqh <1****h@u****m>
Committed by: GitHub <n****y@g****m>
over 2 years ago
293dc808 Update samples and release notes for DML 1.13 (#534) Justin Stoecker <j****k@m****m>
Committed by: GitHub <n****y@g****m>
over 2 years ago
63ef3a6b [DirectMLX] Fixed the local variable initialized but not referenced issue. (#...
Signed-off-by: Austin Hu <a****u@i****m>
Austin Hu <a****u@i****m>
Committed by: GitHub <n****y@g****m>
over 2 years ago
2534446a DxDispatch profiling improvements (#530) Justin Stoecker <j****k@m****m>
Committed by: GitHub <n****y@g****m>
over 2 years ago
99daf0f6 [directmlx] Move resample3 to feature level 6.3 (#532) Linnea May <l****e@g****m>
Committed by: GitHub <n****y@g****m>
over 2 years ago
275d1d1f Add support for 0 size tensor (#527)
Co-authored-by: Christian Larson <2****T@u****m>
Christian Larson <c****T@u****m>
Committed by: GitHub <n****y@g****m>
almost 3 years ago
294bfc8c Fix cpack for dxdispatch (#523) Justin Stoecker <j****k@m****m>
Committed by: GitHub <n****y@g****m>
almost 3 years ago
f2d46f94 Add export library to install command (#522)
Co-authored-by: Christian Larson <2****T@u****m>
Christian Larson <c****T@u****m>
Committed by: GitHub <n****y@g****m>
almost 3 years ago
270a4005 Add dll interface to DxDispatch for test scripting (#519)
Co-authored-by: Christian Larson <2****T@u****m>
Christian Larson <c****T@u****m>
Committed by: GitHub <n****y@g****m>
almost 3 years ago
100465ec [DirectMLX] fix build issue in Resample when TARGET_VERSION < 0x6200 (#520)
Co-authored-by: Linnea May <l****y@m****m>, Dwayne Robinson <f****r@h****m>
Linnea May <l****e@g****m>
Committed by: GitHub <n****y@g****m>
almost 3 years ago
ac9f01c2 Add deferred binding and core adapter (#515)
Co-authored-by: Christian Larson <2****T@u****m>
Christian Larson <c****T@u****m>
Committed by: GitHub <n****y@g****m>
almost 3 years ago
ab04d68c update dml::Resample to include RESAMPLE3 api (#517)
Co-authored-by: Linnea May <l****y@m****m>
Linnea May <l****e@g****m>
Committed by: GitHub <n****y@g****m>
almost 3 years ago
4069e9f0 Add support for 3d convolution (#507) Damien Menigaux <d****x@p****u>
Committed by: GitHub <n****y@g****m>
almost 3 years ago
02fe4b55 Update dxdispatch pipeline to produce nugets for internal testing (#505) Justin Stoecker <j****k@m****m>
Committed by: GitHub <n****y@g****m>
almost 3 years ago
ce57292b Add profiling option to DxDispatch (#499) Patrice Vignola <v****e@g****m>
Committed by: GitHub <n****y@g****m>
about 3 years ago
3b843ae5 Update readme, samples, and tools to DML 1.12.1 (#498)
Co-authored-by: Sheil Kumar <s****k@m****m>
Sheil Kumar <s****7@g****m>
Committed by: GitHub <n****y@g****m>
about 3 years ago
151e57c3 guard additional parameter of resample2 (#496) Xiang Zhang <x****z@m****m>
Committed by: GitHub <n****y@g****m>
about 3 years ago
ae44b189 update resample in DirectMLX (#495) Xiang Zhang <x****z@m****m>
Committed by: GitHub <n****y@g****m>
about 3 years ago
46a71aa9 Adding AvgPooling1 (#491) raoanag <1****g@u****m>
Committed by: GitHub <n****y@g****m>
about 3 years ago
24e0ccb6 Dequantize by scale data type (#478) raoanag <1****g@u****m>
Committed by: GitHub <n****y@g****m>
about 3 years ago
5aaec405 Support ORT extensions in DxDispatch (#472) Justin Stoecker <j****k@m****m>
Committed by: GitHub <n****y@g****m>
about 3 years ago
7cdf6582 Update DxDispatch (#460) Justin Stoecker <j****k@m****m>
Committed by: GitHub <n****y@g****m>
about 3 years ago
52e24420 Update readme, samples, and tools to DML 1.12.0 (#455) Justin Stoecker <j****k@m****m>
Committed by: GitHub <n****y@g****m>
over 3 years ago
52423556 Update DML samples and release notes for DML1.11.0 (#453)
Co-authored-by: Dwayne Robinson <d****r@m****m>
Sumit Agarwal <s****0@g****m>
Committed by: GitHub <n****y@g****m>
over 3 years ago
a30875bc DxDispatch microbenchmarking enhancements (#452) Justin Stoecker <j****k@m****m>
Committed by: GitHub <n****y@g****m>
over 3 years ago
70b0af99 Dxdispatch: option to clear D3D shader caches (#441) Justin Stoecker <j****k@m****m>
Committed by: GitHub <n****y@g****m>
over 3 years ago
737b12cc small fix to install different versions of spacy based on python version (#440) Xiang Zhang <x****z@m****m>
Committed by: GitHub <n****y@g****m>
over 3 years ago
4a6920e0 Update requirements.txt (#433) Linnea May <l****e@g****m>
Committed by: GitHub <n****y@g****m>
over 3 years ago
4d2e7f41 DxDispatch ONNX enhancements (#427) Justin Stoecker <j****k@m****m>
Committed by: GitHub <n****y@g****m>
over 3 years ago
088b99d6 Print GPU/CPU timing of each iteration under -v flag (#428) mingmingtasd <m****u@i****m>
Committed by: GitHub <n****y@g****m>
over 3 years ago
5b99d10d Update to newer version of pybind11 to fix compile error (#406) Xiang Li <p****e@o****m>
Committed by: GitHub <n****y@g****m>
over 3 years ago
4ad660c0 Add accelerate to the package requirements (#419) Patrice Vignola <v****e@g****m>
Committed by: GitHub <n****y@g****m>
over 3 years ago
7abf633e Update stable diffusion instructions (#418) Justin Stoecker <j****k@m****m>
Committed by: GitHub <n****y@g****m>
over 3 years ago
fd3fe8cc Use OnnxStableDiffusionPipeline instead of StableDiffusionOnnxPipeline which ... tinyboxvk <t****k@u****m>
Committed by: GitHub <n****y@g****m>
over 3 years ago
492471d9 Increase CG task timeout (#401) Justin Stoecker <j****k@m****m>
Committed by: GitHub <n****y@g****m>
over 3 years ago
29c71923 Instruction to set up Stable Diffusion to run on ORT-DML (#399) Chai Chaoweeraprasit <w****5@h****m>
Committed by: GitHub <n****y@g****m>
over 3 years ago
0243fef9 Support Xbox in HelloDirectML sample (#394) Justin Stoecker <j****k@m****m>
Committed by: GitHub <n****y@g****m>
over 3 years ago
96faab60 Update DxDispatch dependencies and event duration method (#393) Justin Stoecker <j****k@m****m>
Committed by: GitHub <n****y@g****m>
over 3 years ago
b95f3cf7 Support for node names in DMLX graphs (#389) Justin Stoecker <j****k@m****m>
Committed by: GitHub <n****y@g****m>
over 3 years ago
e491f5bc Repoint Readme.md issue link to current TensorFlow plugin repo (#381) Dwayne Robinson <d****r@m****m>
Committed by: GitHub <n****y@g****m>
over 3 years ago
ecbc2046 Comparison type fix in dxdispatch helper script (#336) Justin Stoecker <j****k@m****m>
Committed by: GitHub <n****y@g****m>
over 3 years ago
70e625c0 Update samples and dxdispatch to DML1.10.1 (#377) Sumit Agarwal <s****0@g****m>
Committed by: GitHub <n****y@g****m>
over 3 years ago
2e7b8929 Update attention_is_all_you_need sample readme Xiang Zhang <x****z@m****m>
Committed by: GitHub <n****y@g****m>
over 3 years ago
f7210197 add training/hyperparam yaml files- not the actual data (#365)
Co-authored-by: linnealovespie <l****y@m****m>
Linnea May <l****e@g****m>
Committed by: GitHub <n****y@g****m>
over 3 years ago
156cdb95 Update train.py (#350) Linnea May <l****e@g****m>
Committed by: GitHub <n****y@g****m>
over 3 years ago
5208c964 Update README.md (#349) Linnea May <l****e@g****m>
Committed by: GitHub <n****y@g****m>
over 3 years ago
983b5a91 Update README.md (#342) Linnea May <l****e@g****m>
Committed by: GitHub <n****y@g****m>
over 3 years ago
a8e9d20b edit documentation and samples (#341)
Co-authored-by: Linnea May <l****y@m****m>
Linnea May <l****e@g****m>
Committed by: GitHub <n****y@g****m>
over 3 years ago
5610f64b Update DML1.10 Release Note (#340) Sumit Agarwal <s****0@g****m>
Committed by: GitHub <n****y@g****m>
over 3 years ago
e24ac449 DML 1.10 Release.md (#339) Sumit Agarwal <s****0@g****m>
Committed by: GitHub <n****y@g****m>
over 3 years ago

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