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Bumps Avalonia from 12.1.3 to 12.1.4 Bumps Avalonia.Desktop from 12.1.3 to 12.1.4 Bumps Avalonia.Fonts.Inter from 12.1.3 to 12.1.4 Bumps Avalonia.Themes.Fluent from 12.1.3 to 12.1.4 Bumps DemaConsulting.ApiMark.MSBuild from 0.5.3 to 0.5.8 Bumps demaconsulting.pandoctool from 3.12.0 to 3.12.1 Bumps demaconsulting.reqstream from 1.11.0 to 1.12.0 Bumps Microsoft.ML.OnnxRuntime from 1.28.0 to 1.31.0 Bumps Microsoft.Testing.Extensions.TrxReport from 2.4.1 to 2.5.1 Bumps Polyfill from 11.4.2 to 11.4.5 Bumps xunit.runner.visualstudio from 4.0.0 to 4.0.1 Bumps xunit.v3 from 4.0.1 to 4.0.2 --- updated-dependencies: - dependency-name: demaconsulting.pandoctool dependency-version: 3.12.1 dependency-type: direct:production update-type: version-update:semver-patch dependency-group: nuget-dependencies - dependency-name: demaconsulting.reqstream dependency-version: 1.12.0 dependency-type: direct:production update-type: version-update:semver-minor dependency-group: nuget-dependencies - dependency-name: DemaConsulting.ApiMark.MSBuild dependency-version: 0.5.8 dependency-type: direct:production update-type: version-update:semver-patch dependency-group: nuget-dependencies - dependency-name: Polyfill dependency-version: 11.4.5 dependency-type: direct:production update-type: version-update:semver-patch dependency-group: nuget-dependencies - dependency-name: DemaConsulting.ApiMark.MSBuild dependency-version: 0.5.8 dependency-type: direct:production update-type: version-update:semver-patch dependency-group: nuget-dependencies - dependency-name: DemaConsulting.ApiMark.MSBuild dependency-version: 0.5.8 dependency-type: direct:production update-type: version-update:semver-patch dependency-group: nuget-dependencies - dependency-name: DemaConsulting.ApiMark.MSBuild dependency-version: 0.5.8 dependency-type: direct:production update-type: version-update:semver-patch dependency-group: nuget-dependencies - dependency-name: DemaConsulting.ApiMark.MSBuild dependency-version: 0.5.8 dependency-type: direct:production update-type: version-update:semver-patch dependency-group: nuget-dependencies - dependency-name: Microsoft.ML.OnnxRuntime dependency-version: 1.31.0 dependency-type: direct:production update-type: version-update:semver-minor dependency-group: nuget-dependencies - dependency-name: Polyfill dependency-version: 11.4.5 dependency-type: direct:production update-type: version-update:semver-patch dependency-group: nuget-dependencies - dependency-name: Avalonia dependency-version: 12.1.4 dependency-type: direct:production update-type: version-update:semver-patch dependency-group: nuget-dependencies - dependency-name: Avalonia.Desktop dependency-version: 12.1.4 dependency-type: direct:production update-type: version-update:semver-patch dependency-group: nuget-dependencies - dependency-name: Avalonia.Fonts.Inter dependency-version: 12.1.4 dependency-type: direct:production update-type: version-update:semver-patch dependency-group: nuget-dependencies - dependency-name: Avalonia.Themes.Fluent dependency-version: 12.1.4 dependency-type: direct:production update-type: version-update:semver-patch dependency-group: nuget-dependencies - dependency-name: Microsoft.ML.OnnxRuntime dependency-version: 1.31.0 dependency-type: direct:production update-type: version-update:semver-minor dependency-group: nuget-dependencies - dependency-name: Microsoft.ML.OnnxRuntime dependency-version: 1.31.0 dependency-type: direct:production update-type: version-update:semver-minor dependency-group: nuget-dependencies - dependency-name: Microsoft.Testing.Extensions.TrxReport dependency-version: 2.5.1 dependency-type: direct:production update-type: version-update:semver-minor dependency-group: nuget-dependencies - dependency-name: xunit.runner.visualstudio dependency-version: 4.0.1 dependency-type: direct:production update-type: version-update:semver-patch dependency-group: nuget-dependencies - dependency-name: xunit.v3 dependency-version: 4.0.2 dependency-type: direct:production update-type: version-update:semver-patch dependency-group: nuget-dependencies - dependency-name: Microsoft.ML.OnnxRuntime dependency-version: 1.31.0 dependency-type: direct:production update-type: version-update:semver-minor dependency-group: nuget-dependencies - dependency-name: Microsoft.Testing.Extensions.TrxReport dependency-version: 2.5.1 dependency-type: direct:production update-type: version-update:semver-minor dependency-group: nuget-dependencies - dependency-name: xunit.runner.visualstudio dependency-version: 4.0.1 dependency-type: direct:production update-type: version-update:semver-patch dependency-group: nuget-dependencies - dependency-name: xunit.v3 dependency-version: 4.0.2 dependency-type: direct:production update-type: version-update:semver-patch dependency-group: nuget-dependencies - dependency-name: Microsoft.Testing.Extensions.TrxReport dependency-version: 2.5.1 dependency-type: direct:production update-type: version-update:semver-minor dependency-group: nuget-dependencies - dependency-name: xunit.runner.visualstudio dependency-version: 4.0.1 dependency-type: direct:production update-type: version-update:semver-patch dependency-group: nuget-dependencies - dependency-name: xunit.v3 dependency-version: 4.0.2 dependency-type: direct:production update-type: version-update:semver-patch dependency-group: nuget-dependencies - dependency-name: Microsoft.Testing.Extensions.TrxReport dependency-version: 2.5.1 dependency-type: direct:production update-type: version-update:semver-minor dependency-group: nuget-dependencies - dependency-name: xunit.runner.visualstudio dependency-version: 4.0.1 dependency-type: direct:production update-type: version-update:semver-patch dependency-group: nuget-dependencies - dependency-name: xunit.v3 dependency-version: 4.0.2 dependency-type: direct:production update-type: version-update:semver-patch dependency-group: nuget-dependencies - dependency-name: Microsoft.Testing.Extensions.TrxReport dependency-version: 2.5.1 dependency-type: direct:production update-type: version-update:semver-minor dependency-group: nuget-dependencies - dependency-name: xunit.runner.visualstudio dependency-version: 4.0.1 dependency-type: direct:production update-type: version-update:semver-patch dependency-group: nuget-dependencies - dependency-name: xunit.v3 dependency-version: 4.0.2 dependency-type: direct:production update-type: version-update:semver-patch dependency-group: nuget-dependencies - dependency-name: Microsoft.Testing.Extensions.TrxReport dependency-version: 2.5.1 dependency-type: direct:production update-type: version-update:semver-minor dependency-group: nuget-dependencies - dependency-name: xunit.runner.visualstudio dependency-version: 4.0.1 dependency-type: direct:production update-type: version-update:semver-patch dependency-group: nuget-dependencies - dependency-name: xunit.v3 dependency-version: 4.0.2 dependency-type: direct:production update-type: version-update:semver-patch dependency-group: nuget-dependencies - dependency-name: Microsoft.Testing.Extensions.TrxReport dependency-version: 2.5.1 dependency-type: direct:production update-type: version-update:semver-minor dependency-group: nuget-dependencies - dependency-name: xunit.runner.visualstudio dependency-version: 4.0.1 dependency-type: direct:production update-type: version-update:semver-patch dependency-group: nuget-dependencies - dependency-name: xunit.v3 dependency-version: 4.0.2 dependency-type: direct:production update-type: version-update:semver-patch dependency-group: nuget-dependencies ... Signed-off-by: dependabot[bot] <support@github.com>
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Updated Avalonia from 12.1.3 to 12.1.4.
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Updated Avalonia.Desktop from 12.1.3 to 12.1.4.
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Updated Avalonia.Fonts.Inter from 12.1.3 to 12.1.4.
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Updated Avalonia.Themes.Fluent from 12.1.3 to 12.1.4.
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Updated DemaConsulting.ApiMark.MSBuild from 0.5.3 to 0.5.8.
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0.5.8
Build Report
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Changes
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0.5.7
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0.5.6
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0.5.5
Build Report
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0.5.4
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Updated demaconsulting.pandoctool from 3.12.0 to 3.12.1.
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3.12.1
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Full Changelog: demaconsulting/PandocTool@3.10.1...3.12.1
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Updated demaconsulting.reqstream from 1.11.0 to 1.12.0.
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1.12.0
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Updated Microsoft.ML.OnnxRuntime from 1.28.0 to 1.31.0.
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1.31.0
ONNX Runtime 1.31.0 stabilizes model-package and EPContext data APIs, improves CPU model loading and quantized MoE inference, expands device-based execution-provider selection, and strengthens model-loading and runtime reliability. These notes cover changes since ONNX Runtime 1.30.0. CUDA and WebGPU kernel updates are summarized here; detailed provider notes are covered by their separate plugin EP releases.
Highlights
PREFER_NPU(#31975).Announcements & Compatibility
GatherBlockQuantizedbehavior change: out-of-range indices now produce zero output slices across CPU, CUDA, and WebGPU for both integer and floating-point quantized formats. This deliberately differs from ONNXGathererror semantics (#32480).OrtApi::GetModelPackageApiand the stableOrtModelPackageApitable. EPContext callback registration now uses stable APIs; the corresponding experimental lookup entries were removed. The stable native callback contract carries callback/state pointers, with payload limits enforced by application callbacks, bindings, or EPs rather than a native read-options policy (#33166, #32265).--use_aclnow receive a deprecation warning (#32564).--use_windows_telemetryoronnxruntime_USE_WINDOWS_TELEMETRY=ON; telemetry can be disabled with--no_telemetry(#32384).New Features
Core APIs & Runtime
session.strict_workspace_verification=1to fail initialization on workspace declaration overruns or nonzero orphaned reservations; strict verification is not supported for ORT-format model loads (#31962, #32189).onnxruntime_DISABLE_DEVICE_DISCOVERY=ONto skip platform accelerator probing and report only the CPU device (#32592).Shared Contrib Operators
These updates affect core operator schemas and cross-provider behavior, not only the separately released GPU plugins.
EngramGateandNGramHashMappingfor Qwen4-Exp, and addedVarlenNGramHashMappingfor packed DeepSeek Engram batching with request-local history. Packed hashing also supports Qwen4-Exp head offsets, EOS resets, and segment boundaries (#32285, #32358, #32467).activationattribute toGatedRMSNormfor SiLU, its Swish alias, and Sigmoid gating across CPU, CUDA, and WebGPU. SiLU remains the default (#32512).BranchwiseRMSNorm,ScaledSiLU,HyperConnectionPreMix, andHyperConnectionPostMix, with CPU, CUDA, and WebGPU implementations (#32687).GatherBlockQuantizedto FP8/FP4 data, full-axis blocks, and scale broadcasting, and improved CPU UINT8 dequantization. See the out-of-range-index behavior change above (#32480, #32621).Plugin Execution Provider Infrastructure
Execution Provider Updates
CUDA EP
CUDA updates include sparse attention and packed continuous batching, expanded paged speculative decoding, INT2 and mixed-width QMoE execution, opt-in MatMul auto-tuning, improved MXFP4 support on Blackwell consumer GPUs, and reliability fixes.
... (truncated)
1.30.0
ONNX Runtime 1.30.0 expands generative AI inference, improves CPU and GPU performance, adds Go bindings, and strengthens runtime reliability. These notes cover changes since ONNX Runtime 1.29.1.
Highlights
Announcements & Compatibility
-Donnxruntime_USE_FP4_QMOE=OFF(#32096, #32163).block_size=32. Set-Donnxruntime_USE_FPA_INTB_GEMM_FULL=ONwhen building from source to retain the full kernel set, including BF16, zero-point, bias, larger-block-size, and native Hopper variants (#32324).GemmandMatMulexecution is gated on hardware acceleration. CPU-assigned FP16 nodes without a matching kernel now fall back to FP32 (#32301, #32197).Security & Reliability
Model Loading, Memory, and Input Validation
Split,Scan,GatherND,ScatterND,SpaceToDepth/DepthToSpace,Crop,Conv,Normalizer, and pooling (#29461, #31668, #32034, #32039, #32076, #32157, #32160, #32161, #32345, #32349).BifurcationDetectorinputs, generation subgraph shapes, and QEmbed segment inputs. BeamSearch buffer expansion now uses dynamic shape storage (#31648, #31701, #32009, #32078, #32144).TreeEnsemblenode references and bounded subtree comparison, rejected non-finite CPURoiAligncoordinates, and requiredImageScalerbias to match the channel count (#32031, #32043, #32011, #32002).MatMulFpQ4shape inputs, and checked MLAS blockwise quantization/dequantization index ranges (#31682, #32032, #32007).GPU Bounds and Resource Lifetimes
MatMulNBits,RemovePadding,RotaryEmbedding,SparseAttention, Whisper beam search, NMS, QDQ, andGatherElements(#31643, #31994, #31995, #31996, #31998, #32014, #32029, #32030).CudaAsyncBufferstaging storage alive across CUDA graph replay (#31968, #32121).Dependencies and Tooling
js-yaml,joi,fast-uri, and the Next.js end-to-end fixture (#32397, #32486, #32488, #32505, #32508).New Features
Core APIs & Runtime
KernelContext::GetPreallocatedOutput(#29726, #32089).EngramGateandNGramHashMapping, and expanded kernel coverage for Qwen-3.5 operators (#32268, #32106).Plugin Execution Providers
... (truncated)
1.29.1
This is a patch release on top of v1.29.0, containing GroupQueryAttention capability and KV-cache layout improvements, plugin Execution Provider performance tooling updates, and targeted graph and optimizer fixes.
GroupQueryAttention
causalattribute, with explicit handling for unsupported execution paths (#31704)attention_biaswith a sliding-window KV cache, including explicit position IDs and post-eviction bias indexing (#32302)Runtime and Performance Tools
onnxruntime_perf_testto use plugin Execution Provider device allocators for generated inputs, loaded test data, and pre-allocated outputs, avoiding unnecessary per-run host/device copies (#32244)Bug Fixes and Documentation
MulandPowpatterns (#32016)Contributors
Thanks to our 7 contributors for this release!
@adrastogi, @apsonawane, @edgchen1, @javier-intel, @jnagi-intel, @tianleiwu, @Wayne-Ch
Release highlights were drafted with AI assistance and are subject to release-team review.
Full Changelog: v1.29.0...v1.29.1
1.29.0
Announcements & Breaking Changes
ORT_DISABLE_TELEMETRY=1before initialization disables non-Windows telemetry for the process (#27379, #29872).onnxruntime/python/tools/tensorrtdashboard tooling was removed. This does not affect the TensorRT Execution Provider APIs (#29395).Security Fixes
Path, bounds, and input validation
kattribute against the number of experts and fixed a CPUTensorScattersecurity issue (#29907, #29916).Range, andCropAndResize(#29254, #29255, #29265, #29579, #29595, #29605, #29871, #31636, #31671, #31675, #31676, #31684).OrtApi::GetValueand validated DML constant tensor byte sizes (#29157, #31665).Supply chain and tooling
adm-zipforonnxruntime-node(#29827, #29926, #31192).New Features
Core APIs & Runtime
ORT_INTRA_OP_NUM_THREADSandORT_INTER_OP_NUM_THREADS. Explicit thread settings still take precedence, and0preserves machine-sized defaults (#29688).EpContextnodes, and wired maximum-shape inference into workspace estimation (#29607, #29799, #31613).MRotaryEmbeddingcontrib operator for Qwen mRoPE variants (#29261, #31728).onnxruntime_perf_testthrough--data_shape, plus verbose graph-transformer tracing and broader inference-session error-path coverage (#29555, #29558, #29569, #29571).Execution Provider ABI & Plugin EPs
Execution Provider Updates
NVIDIA CUDA EP
Attention and decoding
PagedAttentionwith quantized KV cache, XQA decode, MLA, QK-Norm, and head-sink support (#29912).AttentionCUDA kernel and enabled cuDNN SDPA for contribAttention(#29715, #29717).attention_biassupport to the GroupQueryAttention unfused path andstate_windowsupport to LinearAttention and CausalConvWithState for MTP (#29525, #31157).MoE and quantized GEMM
... (truncated)
1.28.3
This is a patch release on top of v1.28.2, containing memory-safety and model-validation fixes, a plugin execution fix, and packaging infrastructure updates.
Highlights
Bug Fixes
EmbedLayerNormalizationshape inference when beta is a scalar (#32610).InferenceContextImpl::getInputData(#32679, #32681).Build and Test Reliability
uuid-devfor the Linux minimal CoreML build and removed the Hugging Face download dependency from a quantization test (#32491, #32443).Contributors
Thanks to our 10 contributors for this release!
@wangw-1991, @bbernhar, @shiyi9801, @tianleiwu, @adrastogi, @eserscor, @jiafatom, @miaobin, @sanaa-hamel-microsoft, @xiaofeihan1
Full Changelog: v1.28.2...v1.28.3
1.28.2
This is a patch release on top of v1.28.1, containing a targeted fix for Compile API model serialization.
Highlights
Bug Fixes
Contributors
Thanks to our contributor for this release!
@adrastogi
Full Changelog: v1.28.1...v1.28.2
1.28.1
This is a patch release on top of v1.28.0, containing support for device-free WebGPU compilation, improved compatibility with sandboxed Windows processes, and targeted graph-validation fixes.
WebGPU EP
Bug Fixes
EPContextnodes, aligning their schema with support for compiling zero-input models (#29799)MulandPowpatterns (#32016)Contributors
Thanks to our 4 contributors for this release!
@apsonawane, @shiyi9801, @adrastogi, @mingmingtasd
Full Changelog: v1.28.0...v1.28.1
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Updated Microsoft.Testing.Extensions.TrxReport from 2.4.1 to 2.5.1.
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Updated Polyfill from 11.4.2 to 11.4.5.
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11.4.5
GetMemberWithSameMetadataDefinitionAstriggers IL207011.4.4
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11.4.3
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Updated xunit.runner.visualstudio from 4.0.0 to 4.0.1.
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4.0.1
Release notes: https://xunit.net/releases/visualstudio/4.0.1
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Updated xunit.v3 from 4.0.1 to 4.0.2.
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