⬆️ Update dependency onnxruntime-web to ^1.24.2#1204
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gotta test if using this version fixes eventual bugs with the yolo26 model, if not, dont upgrade cuz of bundle size |
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This PR contains the following updates:
^1.22.0→^1.24.2Release Notes
Microsoft/onnxruntime (onnxruntime-web)
v1.24.2: ONNX Runtime v1.24.2Compare Source
This is a patch release for ONNX Runtime 1.24, containing several bug fixes, security improvements, and execution provider updates.
Bug Fixes
SparseTensorProtoToDenseTensorPrototo improve robustness. (#27323)ArrayFeatureExtractor. (#27275)Execution Provider Updates
LazyReleasefor prepack allocator. (#27077)ConvTransposebias validation in both TypeScript and C++ implementations. (#27213)Build and Infrastructure
Microsoft.ML.OnnxRuntime.Foundrypackage for Windows ARM64 support and NuGet signing. (#27294)BaseTesterto support plugin EPs with both compiled nodes and registered kernels. (#27176)Full Changelog: v1.24.1...v1.24.2
Contributors
@tianleiwu, @hariharans29, @edgchen1, @xiaofeihan1, @adrianlizarraga, @angelser, @angelserMS, @ankitm3k, @baijumeswani, @bmehta001, @ericcraw, @eserscor, @fs-eire, @guschmue, @mc-nv, @qjia7, @qti-monumeen, @titaiwangms, @yuslepukhin
v1.24.1: ONNX Runtime v1.24.1Compare Source
📢 Announcements & Breaking Changes
Platform Support Changes
API Version
✨ New Features
🤖 Execution Provider (EP) Plugin API
A major infrastructure enhancement enabling plugin-based EPs with dynamic loading:
OrtKernelInfoAPIs for kernel-based plugin EPs (#26803)🔧 Core APIs
OrtApi::CreateEnvWithOptions()andOrtEpApi::GetEnvConfigEntries()(#26971)KernelInfo(#26589)📊 Dependencies & Integration
🖥️ Execution Provider Updates
NVIDIA
Qualcomm QNN EP
Intel & AMD
ArmNN EP
Arm is formally deprecating the Arm NN Execution Provider (EP) in ONNX Runtime. The Arm NN EP is still experimental and depends on technology that is no longer actively maintained. Keeping it available now only adds complexity and potential confusion for users.
What to expect:
🌐 Web & JavaScript
🧠 CPU Improvements
--enable_arm_neon_nchwcto enable this feature (#25580 #26838 #26691 #26171). This feature may be turned ON by default in a future release based on community feedback.SiLUactivation perf improvement (#26753)🔌 Language Bindings
C#
Python
add_external_initializers_from_files(#26012)Java
OrtCompiledModelCompatibility(#26028)🐛 Bug Fixes
Critical Fixes
FuseReluClip(#26878)KernelContext_GetAllocator(#26883)EP-Specific Fixes
🙏 Contributors
Thanks to our 170 contributors for this release!
@fs-eire, @tianleiwu, @edgchen1, @qjia7, @yuslepukhin, @hariharans29, @Honry, @qti-yuduo, @adrianlizarraga, @snnn, @eserscor, @vraspar, @xiaofeihan1, @guschmue, @daijh, @quic-muchhsu, @qti-jkilpatrick, @tirupath-qti, @Jiawei-Shao, @qti-hungjuiw, @quic-ashwshan, @titaiwangms, @qti-mattsinc, @chilo-ms, @jchen10, @xhcao, @skottmckay, @quic-calvnguy, @JonathanC-ARM, @Rohanjames1997, @sushraja-msft, @jambayk, @adrastogi, @xenova, @quic-tirupath, @justinchuby, @HectorSVC, @kunal-vaishnavi, @wenqinI, @prathikr, @baijumeswani, @preetha-intel, @jatinwadhwa921, @umangb-09, @qti-ashwshan, @carzh, @bachelor-dou, @ranjitshs, @gedoensmax, @xadupre, @nenad1002, @TedThemistokleous, @keshavv27, @zpye, @jnagi-intel, @jiafatom, @mingyueliuh, @Colm-in-Arm, @borg323, @chunghow-qti, @Craigacp, @BODAPATIMAHESH, @AlekseiNikiforovIBM, @hans00, @thevishalagarwal, @MaanavD, @qti-kromero, @damdoo01-arm, @BoarQing, @naomiOvad, @yuhuchua-qti, @hadiFute, @vishalpandya1990, @rivkastroh, @minfhong-qti, @kuanyul-qti, @xieofxie, @ankitm3k, @RyanMetcalfeInt8, @MayureshV1, @bopeng1234, @vthaniel, @mdvoretc-intel, @ericcraw, @javier-intel, @saurabhkale17, @sfatimar, @Kotomi-Du, @intbf, @n1harika, @TejalKhade28, @gupta-pallavi, @cbourjau, @nieubank, @r-devulap, @wszqkzqk, @sanketkaleoss, @amancini-N, @fanchenkong1, @meakbiyik, @hisham-hchowdhu, @shaoboyan091, @Stonesjtu, @qwu16, @wangw-1991, @bonktree, @naetherm, @nikhilfujitsu, @Panxuefeng-loongson, @selenayang888, @moyo1997, @chwarr, @patryk-kaiser-ARM, @fdwr, @SavaLione, @shiyi9801, @mcost45, @aciddelgado, @prudhvi-qti, @Jonahcb, @lifang-zhang, @zhaoxul-qti, @gaugarg-nv, @cocotdf, @WangFengtu1996, @orlmon01, @weidu-tpvision, @theHamsta, @kevinch-nv, @XXXXRT666, @movedancer, @melkap01-Arm, @KingSora, @urpetkov-amd, @junchao-loongson, @jixiongdeng, @wcy123, @GrigoryEvko, @anujj, @peishenyan, @quic-ankus, @jchen351, @yihonglyu, @satyajandhyala, @co63oc, @mschofie, @quic-ashigarg, @asoldano, @nproshun, @jiangzhaoming, @seungtaek94, @liqunfu, @jaholme, @hanbitmyths, @quic-boyuc, @rM-planet, @qti-vaiskv, @AndreyOrb, @pkubaj, @xhan65, @Jaswanth51, @quic-hungjuiw, @jywu-msft, @mklimenk, @derdeljan-msft, @ianfhunter, @NingW101, @feich-ms, @Akupadhye, @wschin
Full Changelog: v1.23.2...rel-1.24.1
v1.23.2: ONNX Runtime v1.23.2Compare Source
v1.23.0: ONNX Runtime v1.23.0Compare Source
Announcements
This release introduces Execution Provider (EP) Plugin API, which is a new infrastructure for building plugin-based EPs. (#24887 , #25137, #25124, #25147, #25127, #25159, #25191, #2524)
This release introduces the ability to dynamically download and install execution providers. This feature is exclusively available in the WinML build and requires Windows 11 version 25H2 or later. To leverage this new capability, C/C++/C# users should use the builds distributed through the Windows App SDK, and Python users should install the onnxruntime-winml package(will be published soon). We encourage users who can upgrade to the latest Windows 11 to utilize the WinML build to take advantage of this enhancement.
Upcoming Changes
Execution & Core Optimizations
Shutdown logic on Windows is simplified
Now on Windows some global object will be not destroyed if we detect that the process is being shutting down(#24891) . It will not cause memory leak as when a process ends all the memory will be returned to the operating system. This change can reduce the chance of having crashes on process exit.
AutoEP/Device Management
Now ONNX Runtime has the ability to automatically discovery computing devices and select the best EPs to download and register. The EP downloading feature currently only works on Windows 11 version 25H2 or later.
Execution Provider (EP) Updates
ROCM EP was removed from the source tree. Users are recommended to use Migraphx or Vitis AI EPs from AMD.
A new EP, Nvidia TensorRT RTX, was added.
Web
EMDSK is upgraded from 4.0.4 to 4.0.8
WebGPU EP
Added WGSL template support.
QNN EP
SDK Update: Added support for QNN SDK 2.37.
KleidiAI
Enhanced performance for SGEMM, IGEMM, and Dynamic Quantized MatMul operations, especially for Conv2D operators on hardware that supports SME2 (Scalable Matrix Extension v2).
Known Problems
Contributions
Contributors to ONNX Runtime include members across teams at Microsoft, along with our community members:
@1duo, @Akupadhye, @amarin16, @AndreyOrb, @ankan-ban, @ankitm3k, @anujj, @aparmp-quic, @arnej27959, @bachelor-dou, @benjamin-hodgson, @Bonoy0328, @chenweng-quic, @chuteng-quic, @clementperon, @co63oc, @daijh, @damdoo01-arm, @danyue333, @fanchenkong1, @gedoensmax, @genarks, @gnedanur, @Honry, @huaychou, @ianfhunter, @ishwar-raut1, @jing-bao, @joeyearsley, @johnpaultaken, @jordanozang, @JulienMaille, @keshavv27, @kevinch-nv, @khoover, @krahenbuhl, @kuanyul-quic, @mauriciocm9, @mc-nv, @minfhong-quic, @mingyueliuh, @MQ-mengqing, @NingW101, @notken12, @omarhass47, @peishenyan, @pkubaj, @qc-tbhardwa, @qti-jkilpatrick, @qti-yuduo, @quic-ankus, @quic-ashigarg, @quic-ashwshan, @quic-calvnguy, @quic-hungjuiw, @quic-tirupath, @qwu16, @ranjitshs, @saurabhkale17, @schuermans-slx, @sfatimar, @stefantalpalaru, @sunnyshu-intel, @TedThemistokleous, @thevishalagarwal, @toothache, @umangb-09, @vatlark, @VishalX, @wcy123, @xhcao, @xuke537, @zhaoxul-qti
Configuration
📅 Schedule: Branch creation - Between 09:00 PM and 11:59 PM, only on Sunday ( * 21-23 * * 7 ), Between 12:00 AM and 04:59 PM, only on Monday ( * 0-16 * * 1 ) (UTC), Automerge - At any time (no schedule defined).
🚦 Automerge: Disabled by config. Please merge this manually once you are satisfied.
♻ Rebasing: Whenever PR becomes conflicted, or you tick the rebase/retry checkbox.
🔕 Ignore: Close this PR and you won't be reminded about this update again.
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