Migrate Linux GPU pipelines to Github Actions #24232
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Sync to Official Microsoft/Onnxruntime:main release tag for ROCm 7.0 builds * [Shape Inference] Add shape inference for QLinearAdd and QLinearMul ops (#24090) ### Description <!-- Describe your changes. --> Support shape inference for QLinearAdd and QLinearMul ops which were missing in symbolic_shape_infer.py ### Motivation and Context <!-- - Why is this change required? What problem does it solve? - If it fixes an open issue, please link to the issue here. --> This change is required to enable shape inference for models with "QLinearAdd" ops which are defined in com.microsoft domain and the shapes of which cannot be inferred using onnx shape_inference alone. Fixes issue https://github.com/microsoft/onnxruntime/issues/24028 --------- Signed-off-by: Praveen G <[email protected]> * [mobile] Add Android NuGet BrowserStack test to NuGet packaging pipeline (#23580) ### Description Follow-up to #23551 Adds the BrowserStack testing stage for Android to the NuGet packaging pipeline. This test tests that the NuGet package produced will be imported and work correctly on an Android device [Pipeline run that shows what a failing unit test would look like](https://aiinfra.visualstudio.com/Lotus/_build/results?buildId=670961&view=results) --------- Co-authored-by: Edward Chen <[email protected]> * [CPU] Add fp16 support to sparse attention (#24015) ### Description Add fp16 support to sparse attention ### Motivation and Context Generalize models for CPU and GPU * refactor mac CI pipelines (#24138) ### Description This PR refactors the mac CI pipeline: - Use composite action and reusable workflow to put together duplicated code - separate each EP * Address Windows CUDA build issue (#24149) ### Description Create a separate template overloads to address Windows Debug build warning 'unreachable code'. * [webgpu] add option to perserve device and enable in unittest (#24115) ### Description This PR introduced a new WebGPU EP option `preserveDevice`. Before this change, a WebGPU device will be destroyed when no inference session uses it. The destroy of a WebGPU device will cleanup both buffer cache and shader cache. After this option is introduced, when the option is ON (default value is OFF), the device will no longer be destroyed and will be always keep alive. This is helpful in 2 scenarios: - A server that will be always on - unittest so that bugs of incorrect shader cache may be detected. (thanks to @qjia7 for the suggestion) * [js/web] allow bundler import condition for not bundling wasm (#24014) ### Description <!-- Describe your changes. --> This gives a way for webapp developers to customize the bundler behavior regarding whether to bundle the wasm. To avoid treating ort-wasm-threaded-simd.jsep.mjs and ort-wasm-threaded-simd.jsep.wasm as dependencies during the process of bundler build, use import condition `onnxruntime-web-use-extern-wasm`. For webpack: ``` module.exports = { //... resolve: { conditionNames: ['onnxruntime-web-use-extern-wasm', 'import', 'module'], }, }; ``` For esbuild: ``` await esbuild.build({ //... conditions: ['onnxruntime-web-use-extern-wasm', 'import', 'module'], }) ``` For rollup: ``` import { nodeResolve } from '@rollup/plugin-node-resolve'; export default { //... plugins: [nodeResolve({ exportConditions: ['onnxruntime-web-use-extern-wasm', 'import', 'module', 'development|production'] })] }; ``` ### Motivation and Context <!-- - Why is this change required? What problem does it solve? - If it fixes an open issue, please link to the issue here. --> - #24009 * [js] Add API for accessing metadata of a model's input/output (#23937) ### Description Add API for accessing metadata of a model's input/output. Currently, The implementation is only applied to web assembly backend and nodejs binding. For webgl, there is so far no plan to implement this API; for react-native, the implementation will be done later and is not included in this PR. #### Example usage: ```js const mySession = await ort.InferenceSession.create( ... ); console.log(`there are ${mySession.inputMetadata.length} inputs:`); for (let i = 0; i < mySession.inputMetadata.length; i++) { let info; if (mySession.inputMetadata[i].isTensor) { info = `tensor: ${mySession.inputMetadata[i].type}, shape: ${mySession.inputMetadata[i].shape}`; } else { info = `non-tensor`; } console.log(`input ${i}: ${mySession.inputMetadata[i].name}: ${info}`); } ``` possible output: ``` there are 1 inputs: input 0: input: tensor: float32, shape: [batch, 3, 224, 224] ``` Resolves: - #22682 - #22949 * add cache "onnxnodetests" for node tests (#24150) ### Description add cache "onnxnodetests" for node tests This fixes the random download network error for onnx node tests data. ### Motivation and Context <!-- - Why is this change required? What problem does it solve? - If it fixes an open issue, please link to the issue here. --> * [Native WebGPU] Add Matmul (#24046) ### Description Add Native Matmul (`MatMulNaive`, `MatMulPacked` and `MatMulPackedVec4` ) ### Motivation and Context <!-- - Why is this change required? What problem does it solve? - If it fixes an open issue, please link to the issue here. --> * Upgrade Big Model pipeline CUDA from 11.8 to 12.x (#24156) ### Description Big model pipeline are still using cuda 11.8. This update the pipeline to use cuda 12.x. ### Motivation and Context <!-- - Why is this change required? What problem does it solve? - If it fixes an open issue, please link to the issue here. --> * Proper Error Message when fp16 model is used for Beam Search in CPU (#24151) ### Description Show proper error message when fp16 model is used for Beam Search in CPU. Before: ``` 2025-02-15 20:15:02.999160115 [E:onnxruntime:, sequential_executor.cc:516 ExecuteKernel] Non-zero status code returned while running BeamSearch node. Name:'beam_search' Status Message: bad_function_call ``` After: ``` onnxruntime.capi.onnxruntime_pybind11_state.RuntimeException: [ONNXRuntimeError] : 6 : RUNTIME_EXCEPTION : Non-zero status code returned while running BeamSearch node. Name:'beam_search' Status Message: onnxruntime/onnxruntime/contrib_ops/cpu/transformers/beam_search.cc:309 virtual onnxruntime::common::Status onnxruntime::contrib::transformers::BeamSearch::Compute(onnxruntime::OpKernelContext*) const BeamSearch does not support float16 model on CPU execution provider. Use float32 model or CUDA execution provider instead. ``` ### Motivation and Context https://github.com/microsoft/onnxruntime/issues/23728 * Change type len from int to size_t (#24157) ### Description As titled. ### Motivation and Context We have the last MatMul in phi-4-mini onnx which is b_shape = {3072, 200064} packed_b_size = MlasGemmPackBSize(N, K); it is `3072*200064*sizeof(float)=2458386432` This is larger than 2,147,483,647, it is out of the int boundary on a 32-bit system. Then len is negative. So we change the type to size_t, and the model can be loaded successfully after the change. * Limit the Pipeline ability to build cuda 11 (#24073) ### Description Limit the Pipeline ability to build cuda 11. However, refernce to CUDA 11 is not complety removed in this PR. Will keep thme incase we decided to support both cuda 13 and cuda 12 in the future. ### Motivation and Context <!-- - Why is this change required? What problem does it solve? - If it fixes an open issue, please link to the issue here. --> * Move Linux CPU CI pipeline to Github Actions (#24154) ### Description Move the x64 part of "Linux CPU CI pipeline" to Github Actions * Bump vite from 6.2.1 to 6.2.3 in /js/web/test/e2e/exports/testcases/vite-default (#24167) Bumps [vite](https://github.com/vitejs/vite/tree/HEAD/packages/vite) from 6.2.1 to 6.2.3. <details> <summary>Release notes</summary> <p><em>Sourced from <a href="https://github.com/vitejs/vite/releases">vite's releases</a>.</em></p> <blockquote> <h2>v6.2.3</h2> <p>Please refer to <a href="https://github.com/vitejs/vite/blob/v6.2.3/packages/vite/CHANGELOG.md">CHANGELOG.md</a> for details.</p> <h2>v6.2.2</h2> <p>Please refer to <a href="https://github.com/vitejs/vite/blob/v6.2.2/packages/vite/CHANGELOG.md">CHANGELOG.md</a> for details.</p> </blockquote> </details> <details> <summary>Changelog</summary> <p><em>Sourced from <a href="https://github.com/vitejs/vite/blob/v6.2.3/packages/vite/CHANGELOG.md">vite's changelog</a>.</em></p> <blockquote> <h2><!-- raw HTML omitted -->6.2.3 (2025-03-24)<!-- raw HTML omitted --></h2> <ul> <li>fix: fs raw query with query separators (<a href="https://github.com/vitejs/vite/tree/HEAD/packages/vite/issues/19702">#19702</a>) (<a href="https://github.com/vitejs/vite/commit/f234b5744d8b74c95535a7b82cc88ed2144263c1">f234b57</a>), closes <a href="https://redirect.github.com/vitejs/vite/issues/19702">#19702</a></li> </ul> <h2><!-- raw HTML omitted -->6.2.2 (2025-03-14)<!-- raw HTML omitted --></h2> <ul> <li>fix: await client buildStart on top level buildStart (<a href="https://github.com/vitejs/vite/tree/HEAD/packages/vite/issues/19624">#19624</a>) (<a href="https://github.com/vitejs/vite/commit/b31faab2a81b839e4b747baeb9c7a7cbb724f8d2">b31faab</a>), closes <a href="https://redirect.github.com/vitejs/vite/issues/19624">#19624</a></li> <li>fix(css): inline css correctly for double quote use strict (<a href="https://github.com/vitejs/vite/tree/HEAD/packages/vite/issues/19590">#19590</a>) (<a href="https://github.com/vitejs/vite/commit/d0aa833296668fc420a27a1ea88ecdbdeacdbce7">d0aa833</a>), closes <a href="https://redirect.github.com/vitejs/vite/issues/19590">#19590</a></li> <li>fix(deps): update all non-major dependencies (<a href="https://github.com/vitejs/vite/tree/HEAD/packages/vite/issues/19613">#19613</a>) (<a href="https://github.com/vitejs/vite/commit/363d691b4995d72f26a14eb59ed88a9483b1f931">363d691</a>), closes <a href="https://redirect.github.com/vitejs/vite/issues/19613">#19613</a></li> <li>fix(indexHtml): ensure correct URL when querying module graph (<a href="https://github.com/vitejs/vite/tree/HEAD/packages/vite/issues/19601">#19601</a>) (<a href="https://github.com/vitejs/vite/commit/dc5395a27e44066ef7725278c4057d9f1071a53f">dc5395a</a>), closes <a href="https://redirect.github.com/vitejs/vite/issues/19601">#19601</a></li> <li>fix(preview): use preview https config, not server (<a href="https://github.com/vitejs/vite/tree/HEAD/packages/vite/issues/19633">#19633</a>) (<a href="https://github.com/vitejs/vite/commit/98b3160fa5916189e756cd7c5aae87e0d8f1978e">98b3160</a>), closes <a href="https://redirect.github.com/vitejs/vite/issues/19633">#19633</a></li> <li>fix(ssr): use optional chaining to prevent "undefined is not an object" happening in `ssrRewriteStac (<a href="https://github.com/vitejs/vite/commit/43097550a1aa8ff633c39fb197b5f9ac1222119b">4309755</a>), closes <a href="https://redirect.github.com/vitejs/vite/issues/19612">#19612</a></li> <li>feat: show friendly error for malformed <code>base</code> (<a href="https://github.com/vitejs/vite/tree/HEAD/packages/vite/issues/19616">#19616</a>) (<a href="https://github.com/vitejs/vite/commit/2476391b2854aaa67d0ed317b6d0c462e68028f7">2476391</a>), closes <a href="https://redirect.github.com/vitejs/vite/issues/19616">#19616</a></li> <li>feat(worker): show asset filename conflict warning (<a href="https://github.com/vitejs/vite/tree/HEAD/packages/vite/issues/19591">#19591</a>) (<a href="https://github.com/vitejs/vite/commit/367d968fbf584e9f0e17192b816e92e8045c6217">367d968</a>), closes <a href="https://redirect.github.com/vitejs/vite/issues/19591">#19591</a></li> <li>chore: extend commit hash correctly when ambigious with a non-commit object (<a href="https://github.com/vitejs/vite/tree/HEAD/packages/vite/issues/19600">#19600</a>) (<a href="https://github.com/vitejs/vite/commit/89a62873243805518b672212db7e317989c5c197">89a6287</a>), closes <a href="https://redirect.github.com/vitejs/vite/issues/19600">#19600</a></li> </ul> </blockquote> </details> <details> <summary>Commits</summary> <ul> <li><a href="https://github.com/vitejs/vite/commit/16869d7c9917eb58d9a0101e30064ab65e64fa91"><code>16869d7</code></a> release: v6.2.3</li> <li><a href="https://github.com/vitejs/vite/commit/f234b5744d8b74c95535a7b82cc88ed2144263c1"><code>f234b57</code></a> fix: fs raw query with query separators (<a href="https://github.com/vitejs/vite/tree/HEAD/packages/vite/issues/19702">#19702</a>)</li> <li><a href="https://github.com/vitejs/vite/commit/b12911edba0cd9edbad170a0940d37bb1e16ef2c"><code>b12911e</code></a> release: v6.2.2</li> <li><a href="https://github.com/vitejs/vite/commit/98b3160fa5916189e756cd7c5aae87e0d8f1978e"><code>98b3160</code></a> fix(preview): use preview https config, not server (<a href="https://github.com/vitejs/vite/tree/HEAD/packages/vite/issues/19633">#19633</a>)</li> <li><a href="https://github.com/vitejs/vite/commit/b31faab2a81b839e4b747baeb9c7a7cbb724f8d2"><code>b31faab</code></a> fix: await client buildStart on top level buildStart (<a href="https://github.com/vitejs/vite/tree/HEAD/packages/vite/issues/19624">#19624</a>)</li> <li><a href="https://github.com/vitejs/vite/commit/dc5395a27e44066ef7725278c4057d9f1071a53f"><code>dc5395a</code></a> fix(indexHtml): ensure correct URL when querying module graph (<a href="https://github.com/vitejs/vite/tree/HEAD/packages/vite/issues/19601">#19601</a>)</li> <li><a href="https://github.com/vitejs/vite/commit/2476391b2854aaa67d0ed317b6d0c462e68028f7"><code>2476391</code></a> feat: show friendly error for malformed <code>base</code> (<a href="https://github.com/vitejs/vite/tree/HEAD/packages/vite/issues/19616">#19616</a>)</li> <li><a href="https://github.com/vitejs/vite/commit/43097550a1aa8ff633c39fb197b5f9ac1222119b"><code>4309755</code></a> fix(ssr): use optional chaining to prevent "undefined is not an object" happe...</li> <li><a href="https://github.com/vitejs/vite/commit/363d691b4995d72f26a14eb59ed88a9483b1f931"><code>363d691</code></a> fix(deps): update all non-major dependencies (<a href="https://github.com/vitejs/vite/tree/HEAD/packages/vite/issues/19613">#19613</a>)</li> <li><a href="https://github.com/vitejs/vite/commit/d0aa833296668fc420a27a1ea88ecdbdeacdbce7"><code>d0aa833</code></a> fix(css): inline css correctly for double quote use strict (<a href="https://github.com/vitejs/vite/tree/HEAD/packages/vite/issues/19590">#19590</a>)</li> <li>Additional commits viewable in <a href="https://github.com/vitejs/vite/commits/v6.2.3/packages/vite">compare view</a></li> </ul> </details> <br /> [](https://docs.github.com/en/github/managing-security-vulnerabilities/about-dependabot-security-updates#about-compatibility-scores) Dependabot will resolve any conflicts with this PR as long as you don't alter it yourself. You can also trigger a rebase manually by commenting `@dependabot rebase`. [//]: # (dependabot-automerge-start) [//]: # (dependabot-automerge-end) --- <details> <summary>Dependabot commands and options</summary> <br /> You can trigger Dependabot actions by commenting on this PR: - `@dependabot rebase` will rebase this PR - `@dependabot recreate` will recreate this PR, overwriting any edits that have been made to it - `@dependabot merge` will merge this PR after your CI passes on it - `@dependabot squash and merge` will squash and merge this PR after your CI passes on it - `@dependabot cancel merge` will cancel a previously requested merge and block automerging - `@dependabot reopen` will reopen this PR if it is closed - `@dependabot close` will close this PR and stop Dependabot recreating it. You can achieve the same result by closing it manually - `@dependabot show <dependency name> ignore conditions` will show all of the ignore conditions of the specified dependency - `@dependabot ignore this major version` will close this PR and stop Dependabot creating any more for this major version (unless you reopen the PR or upgrade to it yourself) - `@dependabot ignore this minor version` will close this PR and stop Dependabot creating any more for this minor version (unless you reopen the PR or upgrade to it yourself) - `@dependabot ignore this dependency` will close this PR and stop Dependabot creating any more for this dependency (unless you reopen the PR or upgrade to it yourself) You can disable automated security fix PRs for this repo from the [Security Alerts page](https://github.com/microsoft/onnxruntime/network/alerts). </details> Signed-off-by: dependabot[bot] <[email protected]> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> * [onnxruntime_perf_test] Fix custom_allocator_ destruction order. (#24136) Move the allocator data member declaration before the `Ort::Value` container data members that might use the allocator so that the `Ort::Value` containers will be destroyed first. `custom_allocator_` may be used as the allocator for the `Ort::Value`s in `test_inputs_` and `outputs_`. The allocator shouldn't be destroyed before `Ort::Value`s allocated with it are freed. * Fix layout transformer for FusedConv (#24169) ### Description Fix layout transformer for FusedConv. The current layout transformer will transform `FusedConv` (kMSDomain) into `FusedConv` (kMSInternalNHWCDomain) if the EP wants channels_last. However, kMSInternalNHWCDomain uses OpType `Conv` for both Conv and FusedConv, so `FusedConv` (kMSInternalNHWCDomain) is invalid (unregistered op). This PR fixes this and allows layout transformer change `FusedConv` (kMSDomain) into `Conv` (kMSInternalNHWCDomain). ### Motivation and Context <!-- - Why is this change required? What problem does it solve? - If it fixes an open issue, please link to the issue here. --> * Migrate Zip-Nuget Package Pipeline to 1ES (#23609) Also, kleidail is disabled in MacOS and iOS packaging stage due to (#24152) (#24153) NuGet_Packaging_CPU is broken due to similar issue from #23923 ### Description Migrate [Zip-Nuget Package Pipeline](https://aiinfra.visualstudio.com/Lotus/_build?definitionId=940&_a=summary) to 1ES ### Motivation and Context <!-- - Why is this change required? What problem does it solve? - If it fixes an open issue, please link to the issue here. --> ### Check list - [x] Issue with onnxruntime-Win-CPU-2022 - [x] [Spot Bug](https://aiinfra.visualstudio.com/Lotus/_build/results?buildId=697830&view=logs&j=6c6a898f-bbbb-5c72-8695-82b606149fa2&t=433f102b-5ed3-5fed-87a0-6107744ce9b1&l=81) * Update the min GCC version (#24148) ### Description Update the min supported GCC version to 11.1. ### Motivation and Context In order to utilize new CPU instructions, we need to use new compilers. For example, our MLAS code needs bfloat16 support for arm, which requires GCC version >=10. And some other code requires GCC version >=11.1. Also, our CI pipelines only tests the code with GCC 11,12 and 14. Therefore this PR increase the min GCC version to 11.1. Will update it to 12 once we deprecate CUDA 11 pipelines * [QNN EP] ARM64EC python package remove --vcpkg in build (#24174) --use_vcpkg option seems to be causing problems for --arm64ec python packages (onnxruntime-qnn) session creation crashes for packages built with --use_vcpkg. the released onnxruntime-qnn 1.21.0 python wheel for x64 (arm64ec) has this issue. removing --use_vcpkg while the issue is debugged in parallel. we plan to release a 1.21.1 onnxruntime-qnn x64 python wheel without --use_vcpkg to address the crash. https://github.com/microsoft/onnxruntime/issues/24082 * [WebGPU EP] Add GEMM implementation (#24023) Increases operator GEMM for WebGPU ep. --------- Co-authored-by: Xiaofei Han <[email protected]> Co-authored-by: Yulong Wang <[email protected]> * [wasm] remove --vcpkg in wasm build (#24179) ### Description There are slightly mismatch for the build flags for Web build pipeline when using vcpkg. A [fix](https://github.com/microsoft/onnxruntime/pull/24012) is on the way but for now we need to disable vcpkg for the next patch release. ### Motivation and Context <!-- - Why is this change required? What problem does it solve? - If it fixes an open issue, please link to the issue here. --> * revise mac os pipeline to reduce the amount of jobs (#24177) ### Description - remove x86_64/Debug build in the matrix to reduce the amount of jobs - set max-parallel to 1 to avoid big backlogs (single PR will take longer but less traffic in the pipeine) * fix triggering for "Validate Gradle Wrapper" pipeline (#24181) ### Description currently it is triggered on every branch. * upgrade QNN to version 2.32.0.250228 (#23977) ### Description upgrade QNN to latest version 2.32.0.250228 * [JSEP] adjust edge case logic for scatternd (#24172) Fixes https://github.com/microsoft/onnxruntime/issues/24070 by explicitly restricting single-threaded, sequential execution in the case where `reduction=none && hasDuplicates`. * Make the custom nuget packaging pipeline 1ES commpliant. (#24191) * Disable KleidiAI in Python Packaging pipeline MacOS build (#24194) This is a workaround for a build error. See https://github.com/microsoft/onnxruntime/issues/24152. * Rolling back the python/cuda (#24170) ### Description <!-- Describe your changes. --> ### Motivation and Context <!-- - Why is this change required? What problem does it solve? - If it fixes an open issue, please link to the issue here. --> * Remove all CG template from pipelines (#24193) ### Description Since we are adapting 1ES teamplate, we are remove the redundent CG steps from our pipelines ### Motivation and Context <!-- - Why is this change required? What problem does it solve? - If it fixes an open issue, please link to the issue here. --> * Move Linux ARM64 CI pipeline and Linux DNNL CI pipeline to Github Actions (#24190) ### Description 1. Move Linux ARM64 CI pipeline and Linux DNNL CI pipeline to Github Actions 2. Refactor .github/workflows/linux_training.yml to use a template ### Motivation and Context * [webgpu-ep] Fix test_batchnorm_example (#24184) This fixes the missing component handling for the input and output variables in BatchNorm operator. * Further reduce work load for Mac CI pipeline (#24197) ### Description Further reduce work load for Mac CI pipeline ### Motivation and Context <!-- - Why is this change required? What problem does it solve? - If it fixes an open issue, please link to the issue here. --> * Generate unique names for SliceSplit fusion. (#24217) ### Description Generate unique name for fused Split nodes. ### Motivation and Context The bug is manifested when the model features more than one Slice to Split fusion patterns and the nodes of the graph are nameless. This addresses https://github.com/microsoft/onnxruntime/issues/24203. * Fix the pipeline that failed because of vcpkg (#24226) ### Description - Pin VCPKG version for Github Actions pipelines - Update NDK to 28 because cmake 4.0 dropped the support for NDK 27. - Disable vcpkg temporarily for 2 ADO pipelines. * Improve Shape Inference for GQA (#24143) ### Description <!-- Describe your changes. --> For GroupQueryAttention op, if the input total_sequence_length is a constant, we can infer the shape of output present_key/present_value `(batch_size, kv_num_heads, present_sequence_length, head_size)`. https://github.com/microsoft/onnxruntime/blob/5ed900e9712ce2f02e40c15b945d18453d1960d8/onnxruntime/contrib_ops/cpu/bert/group_query_attention_helper.h#L185 We know that from CPU EP, `present_sequence_length = max(past_sequence_length, total_sequence_length)`, and `batch_size, kv_num_heads, head_size` are the same as past_key/past_value. This inference is very important for WebNN EP, because WebNN only supports GQA for `present_sequence_length == past_sequence_length` and requires static shape for graph compilation. ### Motivation and Context <!-- - Why is this change required? What problem does it solve? - If it fixes an open issue, please link to the issue here. --> * Add React Native namespace back in for iOS (#24218) ### Description - adds react native namespace back in to the androidmanifest.xml ### Motivation and Context - reverses [this commit](https://github.com/microsoft/onnxruntime/commit/d8ed4da1dfee781919247d9ce001f246489c8f90) - missed [this comment](https://github.com/microsoft/onnxruntime/blob/2656671064a83564ddf5766f3449c2406259c3ef/js/react_native/android/build.gradle#L141) that explains that androidmanifest.xml is used for iOS while androidmanifestnew.xml is used for android * RoPE fp16 avx (#23772) ### Description RoPE to work with fp16 data types ### Motivation and Context this is need to improve GQA --------- Signed-off-by: liqunfu <[email protected]> Signed-off-by: Liqun Fu <[email protected]> Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com> * Migrate Linux GPU pipelines to Github Actions (#24232) * Migrate Web CI into github actions (#24219) ### Description This PR migrates the Web CI into github actions. * update the readme doc for the tool ep_weight_sharing_ctx_gen (#24233) ### Description update the readme to remove something Qnn specific for the tool ep_weight_sharing_ctx_gen --------- Co-authored-by: Edward Chen <[email protected]> * [WebGPU EP] If Implementation for WebGPU EP (#24242) Increases operator covereage for WebGPU EP. * Update linux-dnnl.yml: rename the pipeline (#24240) Update linux-dnnl.yml: rename the pipeline to Linux DNNL CI * [webgpu] Fix test_layer_normalization_2d_axis0 (#24223) The optional 'Mean' and 'InvStdDev' outputs of the LayerNormalization were not implemented. --------- Co-authored-by: Yulong Wang <[email protected]> * [webgpu] fix LayerNorm with empty input (#24244) ### Description This PR fixes test case `CudaKernelTest.LayerNorm_NullInput`, in which the input is 0-sized for LayerNorm. `context.Output()` need to be called before returning. * Bump actions/setup-python from 4 to 5 (#24251) * Bump actions/cache from 3 to 4 (#24250) Bumps [actions/cache](https://github.com/actions/cache) from 3 to 4. <details> <summary>Release notes</summary> <p><em>Sourced from <a href="https://github.com/actions/cache/releases">actions/cache's releases</a>.</em></p> <blockquote> <h2>v4.0.0</h2> <h2>What's Changed</h2> <ul> <li>Update action to node20 by <a href="https://github.com/takost"><code>@takost</code></a> in <a href="https://redirect.github.com/actions/cache/pull/1284">actions/cache#1284</a></li> <li>feat: save-always flag by <a href="https://github.com/to-s"><code>@to-s</code></a> in <a href="https://redirect.github.com/actions/cache/pull/1242">actions/cache#1242</a></li> </ul> <h2>New Contributors</h2> <ul> <li><a href="https://github.com/takost"><code>@takost</code></a> made their first contribution in <a href="https://redirect.github.com/actions/cache/pull/1284">actions/cache#1284</a></li> <li><a href="https://github.com/to-s"><code>@to-s</code></a> made their first contribution in <a href="https://redirect.github.com/actions/cache/pull/1242">actions/cache#1242</a></li> </ul> <p><strong>Full Changelog</strong>: <a href="https://github.com/actions/cache/compare/v3...v4.0.0">https://github.com/actions/cache/compare/v3...v4.0.0</a></p> <h2>v3.4.3</h2> <h2>What's Changed</h2> <ul> <li>Bump <code>@actions/cache</code> to v4.0.2 by <a href="https://github.com/robherley"><code>@robherley</code></a></li> </ul> <p><strong>Full Changelog</strong>: <a href="https://github.com/actions/cache/compare/v3.4.2...v3.4.3">https://github.com/actions/cache/compare/v3.4.2...v3.4.3</a></p> <h2>v3.4.2</h2> <h2>What's Changed</h2> <blockquote> <p>[!IMPORTANT] As a reminder, there were important backend changes to release v3.4.0, see <a href="https://github.com/actions/cache/releases/tag/v3.4.0">those release notes</a> and <a href="https://github.com/actions/cache/discussions/1510">the announcement</a> for more details.</p> </blockquote> <ul> <li>Bump <code>@actions/cache</code> to v4.0.1 by <a href="https://github.com/robherley"><code>@robherley</code></a> in <a href="https://redirect.github.com/actions/cache/pull/1554">actions/cache#1554</a></li> </ul> <p><strong>Full Changelog</strong>: <a href="https://github.com/actions/cache/compare/v3.4.0...v3.4.2">https://github.com/actions/cache/compare/v3.4.0...v3.4.2</a></p> <h2>v3.4.1</h2> <blockquote> <p>[!WARNING] This version was incorrectly released using a SHA pointing to a newer version for <em><a href="https://redirect.github.com/github/roadmap/issues/592">immutable actions</a> only</em>. Please use <code>v3.4.2</code> (or <code>v3</code>) instead.</p> </blockquote> <h2>v3.4.0</h2> <h2>⚠️ Important Changes</h2> <p>The cache backend service has been rewritten from the ground up for improved performance and reliability. <a href="https://github.com/actions/cache">actions/cache</a> now integrates with the new cache service (v2) APIs.</p> <p>The new service will gradually roll out as of <strong>February 1st, 2025</strong>. The legacy service will also be sunset on the same date. Changes in these release are <strong>fully backward compatible</strong>.</p> <p><strong>We are deprecating some versions of this action</strong>. We recommend upgrading to version <code>v4</code> or <code>v3</code> as soon as possible before <strong>February 1st, 2025.</strong> (Upgrade instructions below).</p> <p>If you are using pinned SHAs, please use the SHAs of versions <code>v4.2.0</code> or <code>v3.4.0</code></p> <p>If you do not upgrade, all workflow runs using any of the deprecated <a href="https://github.com/actions/cache">actions/cache</a> will fail.</p> <p>Upgrading to the recommended versions will not break your workflows.</p> <p>Read more about the change & access the migration guide: <a href="https://github.com/actions/cache/discussions/1510">reference to the announcement</a>.</p> <h3>Minor changes</h3> <!-- raw HTML omitted --> </blockquote> <p>... (truncated)</p> </details> <details> <summary>Changelog</summary> <p><em>Sourced from <a href="https://github.com/actions/cache/blob/main/RELEASES.md">actions/cache's changelog</a>.</em></p> <blockquote> <h1>Releases</h1> <h3>4.2.3</h3> <ul> <li>Bump <code>@actions/cache</code> to v4.0.3 (obfuscates SAS token in debug logs for cache entries)</li> </ul> <h3>4.2.2</h3> <ul> <li>Bump <code>@actions/cache</code> to v4.0.2</li> </ul> <h3>4.2.1</h3> <ul> <li>Bump <code>@actions/cache</code> to v4.0.1</li> </ul> <h3>4.2.0</h3> <p>TLDR; The cache backend service has been rewritten from the ground up for improved performance and reliability. <a href="https://github.com/actions/cache">actions/cache</a> now integrates with the new cache service (v2) APIs.</p> <p>The new service will gradually roll out as of <strong>February 1st, 2025</strong>. The legacy service will also be sunset on the same date. Changes in these release are <strong>fully backward compatible</strong>.</p> <p><strong>We are deprecating some versions of this action</strong>. We recommend upgrading to version <code>v4</code> or <code>v3</code> as soon as possible before <strong>February 1st, 2025.</strong> (Upgrade instructions below).</p> <p>If you are using pinned SHAs, please use the SHAs of versions <code>v4.2.0</code> or <code>v3.4.0</code></p> <p>If you do not upgrade, all workflow runs using any of the deprecated <a href="https://github.com/actions/cache">actions/cache</a> will fail.</p> <p>Upgrading to the recommended versions will not break your workflows.</p> <h3>4.1.2</h3> <ul> <li>Add GitHub Enterprise Cloud instances hostname filters to inform API endpoint choices - <a href="https://redirect.github.com/actions/cache/pull/1474">#1474</a></li> <li>Security fix: Bump braces from 3.0.2 to 3.0.3 - <a href="https://redirect.github.com/actions/cache/pull/1475">#1475</a></li> </ul> <h3>4.1.1</h3> <ul> <li>Restore original behavior of <code>cache-hit</code> output - <a href="https://redirect.github.com/actions/cache/pull/1467">#1467</a></li> </ul> <h3>4.1.0</h3> <ul> <li>Ensure <code>cache-hit</code> output is set when a cache is missed - <a href="https://redirect.github.com/actions/cache/pull/1404">#1404</a></li> <li>Deprecate <code>save-always</code> input - <a href="https://redirect.github.com/actions/cache/pull/1452">#1452</a></li> </ul> <h3>4.0.2</h3> <ul> <li>Fixed restore <code>fail-on-cache-miss</code> not working.</li> </ul> <h3>4.0.1</h3> <ul> <li>Updated <code>isGhes</code> check</li> </ul> <!-- raw HTML omitted --> </blockquote> <p>... (truncated)</p> </details> <details> <summary>Commits</summary> <ul> <li><a href="https://github.com/actions/cache/commit/5a3ec84eff668545956fd18022155c47e93e2684"><code>5a3ec84</code></a> Merge pull request <a href="https://redirect.github.com/actions/cache/issues/1577">#1577</a> from salmanmkc/salmanmkc/4-test</li> <li><a href="https://github.com/actions/cache/commit/7de21022a7b6824c106a9847befcbd8154b45b6a"><code>7de2102</code></a> Update releases.md</li> <li><a href="https://github.com/actions/cache/commit/76d40dd347779762a1c829bbeeda5da4d81ca8c1"><code>76d40dd</code></a> Update to use the latest version of the cache package to obfuscate the SAS</li> <li><a href="https://github.com/actions/cache/commit/76dd5eb692f606c28d4b7a4ea7cfdffc926ba06a"><code>76dd5eb</code></a> update cache with main</li> <li><a href="https://github.com/actions/cache/commit/8c80c27c5e4498d5675b05fb1eff96a56c593b06"><code>8c80c27</code></a> new package</li> <li><a href="https://github.com/actions/cache/commit/45cfd0e7fffd1869ea4d5bfb54a464d825c1f742"><code>45cfd0e</code></a> updates</li> <li><a href="https://github.com/actions/cache/commit/edd449b9cf39c2a20dc7c3d505ff6dc193c48a02"><code>edd449b</code></a> updated cache with latest changes</li> <li><a href="https://github.com/actions/cache/commit/0576707e373f92196b81695442ed3f80c347f9c7"><code>0576707</code></a> latest test before pr</li> <li><a href="https://github.com/actions/cache/commit/3105dc9754dd9cd935ffcf45c091ed2cadbf42b9"><code>3105dc9</code></a> update</li> <li><a href="https://github.com/actions/cache/commit/9450d42d15022999ad2fa60a8b91f01fc92a0563"><code>9450d42</code></a> mask</li> <li>Additional commits viewable in <a href="https://github.com/actions/cache/compare/v3...v4">compare view</a></li> </ul> </details> <br /> [](https://docs.github.com/en/github/managing-security-vulnerabilities/about-dependabot-security-updates#about-compatibility-scores) Dependabot will resolve any conflicts with this PR as long as you don't alter it yourself. You can also trigger a rebase manually by commenting `@dependabot rebase`. [//]: # (dependabot-automerge-start) Dependabot will merge this PR once it's up-to-date and CI passes on it, as requested by @fs-eire. [//]: # (dependabot-automerge-end) --- <details> <summary>Dependabot commands and options</summary> <br /> You can trigger Dependabot actions by commenting on this PR: - `@dependabot rebase` will rebase this PR - `@dependabot recreate` will recreate this PR, overwriting any edits that have been made to it - `@dependabot merge` will merge this PR after your CI passes on it - `@dependabot squash and merge` will squash and merge this PR after your CI passes on it - `@dependabot cancel merge` will cancel a previously requested merge and block automerging - `@dependabot reopen` will reopen this PR if it is closed - `@dependabot close` will close this PR and stop Dependabot recreating it. You can achieve the same result by closing it manually - `@dependabot show <dependency name> ignore conditions` will show all of the ignore conditions of the specified dependency - `@dependabot ignore this major version` will close this PR and stop Dependabot creating any more for this major version (unless you reopen the PR or upgrade to it yourself) - `@dependabot ignore this minor version` will close this PR and stop Dependabot creating any more for this minor version (unless you reopen the PR or upgrade to it yourself) - `@dependabot ignore this dependency` will close this PR and stop Dependabot creating any more for this dependency (unless you reopen the PR or upgrade to it yourself) </details> Signed-off-by: dependabot[bot] <[email protected]> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> * [QNN EP] Add platform-agnostic EP option to specify QNN backend, `backend_type` (#24235) Add a platform-agnostic EP option to specify QNN backend, `backend_type`. In typical usage, this should supersede the `backend_path` EP option. `backend_path` requires specifying a path to the QNN backend library which is different between Windows and non-Windows platforms (e.g., QnnCpu.dll vs. libQnnCpu.so). It will not be removed for backwards compatibility. It also provides the flexibility to specify an arbitrary backend path. * [webgpu] Fix opset-12 softmax nhwc issue (#24227) ### Description <!-- Describe your changes. --> ### Motivation and Context <!-- - Why is this change required? What problem does it solve? - If it fixes an open issue, please link to the issue here. --> * Extend pyright exclude list in pyproject.toml (#24246) ### Description Improve the performance of file glob for pyright. This helps to improve VSCode performance (if pyright plugin is installed) * [js/web] Add Wasm Relaxed SIMD support to wasm backend (#22794) ### Description <!-- Describe your changes. --> Add Wasm Relaxed SIMD support. Use integer dot product instructions for QGemmU8X8. 1. Build with --enable_wasm_relaxed_simd 2. Use env.wasm.relaxedSimd to run it ### Motivation and Context https://github.com/microsoft/onnxruntime/issues/22533 --------- Co-authored-by: Yulong Wang <[email protected]> * Add shader key validation step in WebGPU CI pipeline (#24243) ### Description This PR adds a shader key validation step to the WebGPU CI pipeline. The shader key validation works in this way: - first, run onnxruntime_test_all with verbose logging, dumping the logs into a file - then, parse the file and found WebGPU EP program logs. The log contains the following information: - the shader cache key - the corresponding shader code The script will aggregate those information and make sure for each cache key, the corresponding shader code must be consistent. To make the validation work, this PR also modified a few things: - set the locale of `std::wclog` to ".UTF-8" to support Unicode characters. Otherwise the logger will fail and no longer output future logs. A fix is submitted in PR #24237 but there is a concern if this may potentially break some users. Setting inside onnxruntime_test_all is pretty safe. - re-enable the WebGPU device auto collect which was introduced in https://github.com/microsoft/onnxruntime/pull/24115. Now we have a better way to detect cache key inconsistency. ### Next Step The newly added test is marked as `continue-on-error: true`, which means even if it failed it does not block the CI pipeline. We should fix those failures one-by-one and eventually the test should pass. then we can remove the `continue-on-error: true` flag. * upgrade dawn version to 4cb1f9be152a4fa6bb695c08cd707ab078a1e2fb (#24247) ### Description Bump version of Dawn to 4cb1f9be152a4fa6bb695c08cd707ab078a1e2fb. ### Changes to the patches to Dawn: Removed patches because they are already merged into upstream or resolved in a different way: - (public) CMake fix to support Emscripten v4.0.3+ - (private) Fix external ref count for "external" device in emwgpu C++ implementation - (private) Allow "external" buffer in emwgpu C++ implementation Keep unchanged patches: - (private) Remove hard-coded CMAKE_OSX_DEPLOYMENT_TARGET in Dawn's CMake files Rewritten patches: - (public) Fix emwgpu C++ implementation for buffer destroy ### Corresponding changes in ORT - Dawn API changes - follow changes to `wgpu::Limits` - remove the usage of `DAWN_EMSCRIPTEN_TOOLCHAIN` - use `wgpu::InstanceDescriptor` in `wgpu::Instance` creation in WASM since it is supported now. * Bump dsaltares/fetch-gh-release-asset from 1.1.0 to 1.1.2 (#24248) Bumps [dsaltares/fetch-gh-release-asset](https://github.com/dsaltares/fetch-gh-release-asset) from 1.1.0 to 1.1.2. <details> <summary>Release notes</summary> <p><em>Sourced from <a href="https://github.com/dsaltares/fetch-gh-release-asset/releases">dsaltares/fetch-gh-release-asset's releases</a>.</em></p> <blockquote> <h2>1.1.2</h2> <h2>What's Changed</h2> <ul> <li>feat: support unauthenticated requests by <a href="https://github.com/maciekmm"><code>@maciekmm</code></a> in <a href="https://redirect.github.com/dsaltares/fetch-gh-release-asset/pull/59">dsaltares/fetch-gh-release-asset#59</a></li> <li>fix: 61 - upgrade to node 20 by <a href="https://github.com/dsaltares"><code>@dsaltares</code></a> in <a href="https://redirect.github.com/dsaltares/fetch-gh-release-asset/pull/63">dsaltares/fetch-gh-release-asset#63</a></li> </ul> <h2>New Contributors</h2> <ul> <li><a href="https://github.com/maciekmm"><code>@maciekmm</code></a> made their first contribution in <a href="https://redirect.github.com/dsaltares/fetch-gh-release-asset/pull/59">dsaltares/fetch-gh-release-asset#59</a></li> </ul> <p><strong>Full Changelog</strong>: <a href="https://github.com/dsaltares/fetch-gh-release-asset/compare/1.1.1...1.1.2">https://github.com/dsaltares/fetch-gh-release-asset/compare/1.1.1...1.1.2</a></p> <h2>1.1.1</h2> <h2>What's Changed</h2> <ul> <li>fix: 50 - actually default version to latest by <a href="https://github.com/dsaltares"><code>@dsaltares</code></a> in <a href="https://redirect.github.com/dsaltares/fetch-gh-release-asset/pull/56">dsaltares/fetch-gh-release-asset#56</a></li> <li>Bump json5 from 1.0.1 to 1.0.2 by <a href="https://github.com/dependabot"><code>@dependabot</code></a> in <a href="https://redirect.github.com/dsaltares/fetch-gh-release-asset/pull/55">dsaltares/fetch-gh-release-asset#55</a></li> </ul> <h2>New Contributors</h2> <ul> <li><a href="https://github.com/dependabot"><code>@dependabot</code></a> made their first contribution in <a href="https://redirect.github.com/dsaltares/fetch-gh-release-asset/pull/55">dsaltares/fetch-gh-release-asset#55</a></li> </ul> <p><strong>Full Changelog</strong>: <a href="https://github.com/dsaltares/fetch-gh-release-asset/compare/1.1.0...1.1.1">https://github.com/dsaltares/fetch-gh-release-asset/compare/1.1.0...1.1.1</a></p> </blockquote> </details> <details> <summary>Commits</summary> <ul> <li><a href="https://github.com/dsaltares/fetch-gh-release-asset/commit/aa2ab1243d6e0d5b405b973c89fa4d06a2d0fff7"><code>aa2ab12</code></a> fix: 61 - upgrade to node 20 (<a href="https://redirect.github.com/dsaltares/fetch-gh-release-asset/issues/63">#63</a>)</li> <li><a href="https://github.com/dsaltares/fetch-gh-release-asset/commit/cdaf216b2a5baa0f20eecbf460912cc9947f2577"><code>cdaf216</code></a> feat: support unauthenticated requests (<a href="https://redirect.github.com/dsaltares/fetch-gh-release-asset/issues/59">#59</a>)</li> <li><a href="https://github.com/dsaltares/fetch-gh-release-asset/commit/5d24fa77c1ae2e1e1dea54677d267f127d5de53a"><code>5d24fa7</code></a> chore: remove support notice</li> <li><a href="https://github.com/dsaltares/fetch-gh-release-asset/commit/a40c8b4a0471f9ab81bdf73a010f74cc51476ad4"><code>a40c8b4</code></a> Bump json5 from 1.0.1 to 1.0.2 (<a href="https://redirect.github.com/dsaltares/fetch-gh-release-asset/issues/55">#55</a>)</li> <li><a href="https://github.com/dsaltares/fetch-gh-release-asset/commit/5a71312bcb7a436e89a7dd26123cdbdd7b3df709"><code>5a71312</code></a> fix: 50 - actually default version to latest (<a href="https://redirect.github.com/dsaltares/fetch-gh-release-asset/issues/56">#56</a>)</li> <li>See full diff in <a href="https://github.com/dsaltares/fetch-gh-release-asset/compare/1.1.0...1.1.2">compare view</a></li> </ul> </details> <br /> [](https://docs.github.com/en/github/managing-security-vulnerabilities/about-dependabot-security-updates#about-compatibility-scores) Dependabot will resolve any conflicts with this PR as long as you don't alter it yourself. You can also trigger a rebase manually by commenting `@dependabot rebase`. [//]: # (dependabot-automerge-start) [//]: # (dependabot-automerge-end) --- <details> <summary>Dependabot commands and options</summary> <br /> You can trigger Dependabot actions by commenting on this PR: - `@dependabot rebase` will rebase this PR - `@dependabot recreate` will recreate this PR, overwriting any edits that have been made to it - `@dependabot merge` will merge this PR after your CI passes on it - `@dependabot squash and merge` will squash and merge this PR after your CI passes on it - `@dependabot cancel merge` will cancel a previously requested merge and block automerging - `@dependabot reopen` will reopen this PR if it is closed - `@dependabot close` will close this PR and stop Dependabot recreating it. You can achieve the same result by closing it manually - `@dependabot show <dependency name> ignore conditions` will show all of the ignore conditions of the specified dependency - `@dependabot ignore this major version` will close this PR and stop Dependabot creating any more for this major version (unless you reopen the PR or upgrade to it yourself) - `@dependabot ignore this minor version` will close this PR and stop Dependabot creating any more for this minor version (unless you reopen the PR or upgrade to it yourself) - `@dependabot ignore this dependency` will close this PR and stop Dependabot creating any more for this dependency (unless you reopen the PR or upgrade to it yourself) </details> Signed-off-by: dependabot[bot] <[email protected]> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> * Bump vite from 6.2.3 to 6.2.4 in /js/web/test/e2e/exports/testcases/vite-default (#24255) Bumps [vite](https://github.com/vitejs/vite/tree/HEAD/packages/vite) from 6.2.3 to 6.2.4. <details> <summary>Release notes</summary> <p><em>Sourced from <a href="https://github.com/vitejs/vite/releases">vite's releases</a>.</em></p> <blockquote> <h2>v6.2.4</h2> <p>Please refer to <a href="https://github.com/vitejs/vite/blob/v6.2.4/packages/vite/CHANGELOG.md">CHANGELOG.md</a> for details.</p> </blockquote> </details> <details> <summary>Changelog</summary> <p><em>Sourced from <a href="https://github.com/vitejs/vite/blob/v6.2.4/packages/vite/CHANGELOG.md">vite's changelog</a>.</em></p> <blockquote> <h2><!-- raw HTML omitted -->6.2.4 (2025-03-31)<!-- raw HTML omitted --></h2> <ul> <li>fix: fs check in transform middleware (<a href="https://github.com/vitejs/vite/tree/HEAD/packages/vite/issues/19761">#19761</a>) (<a href="https://github.com/vitejs/vite/commit/7a4fabab6a3aa24c89144e15a13d78f92b52e588">7a4faba</a>), closes <a href="https://redirect.github.com/vitejs/vite/issues/19761">#19761</a></li> </ul> </blockquote> </details> <details> <summary>Commits</summary> <ul> <li><a href="https://github.com/vitejs/vite/commit/037f801075ec35bb6e52145d659f71a23813c48f"><code>037f801</code></a> release: v6.2.4</li> <li><a href="https://github.com/vitejs/vite/commit/7a4fabab6a3aa24c89144e15a13d78f92b52e588"><code>7a4faba</code></a> fix: fs check in transform middleware (<a href="https://github.com/vitejs/vite/tree/HEAD/packages/vite/issues/19761">#19761</a>)</li> <li>See full diff in <a href="https://github.com/vitejs/vite/commits/v6.2.4/packages/vite">compare view</a></li> </ul> </details> <br /> [](https://docs.github.com/en/github/managing-security-vulnerabilities/about-dependabot-security-updates#about-compatibility-scores) Dependabot will resolve any conflicts with this PR as long as you don't alter it yourself. You can also trigger a rebase manually by commenting `@dependabot rebase`. [//]: # (dependabot-automerge-start) [//]: # (dependabot-automerge-end) --- <details> <summary>Dependabot commands and options</summary> <br /> You can trigger Dependabot actions by commenting on this PR: - `@dependabot rebase` will rebase this PR - `@dependabot recreate` will recreate this PR, overwriting any edits that have been made to it - `@dependabot merge` will merge this PR after your CI passes on it - `@dependabot squash and merge` will squash and merge this PR after your CI passes on it - `@dependabot cancel merge` will cancel a previously requested merge and block automerging - `@dependabot reopen` will reopen this PR if it is closed - `@dependabot close` will close this PR and stop Dependabot recreating it. You can achieve the same result by closing it manually - `@dependabot show <dependency name> ignore conditions` will show all of the ignore conditions of the specified dependency - `@dependabot ignore this major version` will close this PR and stop Dependabot creating any more for this major version (unless you reopen the PR or upgrade to it yourself) - `@dependabot ignore this minor version` will close this PR and stop Dependabot creating any more for this minor version (unless you reopen the PR or upgrade to it yourself) - `@dependabot ignore this dependency` will close this PR and stop Dependabot creating any more for this dependency (unless you reopen the PR or upgrade to it yourself) You can disable automated security fix PRs for this repo from the [Security Alerts page](https://github.com/microsoft/onnxruntime/network/alerts). </details> Signed-off-by: dependabot[bot] <[email protected]> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> * [WebGPU EP] fixes bugs in split implementation (#24259) Fixes the following errors: ``` [ONNXRuntimeError] : 1 : FAIL : WebGPU validation failed. Error while parsing WGSL: :48:1 error: unexpected token } ^ - While validating [ShaderModuleDescriptor] - While calling [Device].CreateShaderModule([ShaderModuleDescriptor]). ``` ``` [E:onnxruntime:sam, sequential_executor.cc:572 onnxruntime::ExecuteKernel] Non-zero status code returned while running Split node. Name:'/Split_1' Status Message: WebGPU validation failed. Error while parsing WGSL: :62:14 error: cannot index type 'u32' index -= uniforms.sizes_in_split_axis[output_number - 1u]; ``` * Bump microsoft/onnxruntime-github-actions from 35f8bd42417991aa46577e9c32e445af4250f098 to f3d90afe522476c858909e0de2be0b12bc890068 (#24249) Bumps [microsoft/onnxruntime-github-actions](https://github.com/microsoft/onnxruntime-github-actions) from 35f8bd42417991aa46577e9c32e445af4250f098 to f3d90afe522476c858909e0de2be0b12bc890068. <details> <summary>Commits</summary> <ul> <li><a href="https://github.com/microsoft/onnxruntime-github-actions/commit/f3d90afe522476c858909e0de2be0b12bc890068"><code>f3d90af</code></a> update</li> <li><a href="https://github.com/microsoft/onnxruntime-github-actions/commit/fe4bffdebbaf16477883ba661ecfeeeb5703c85a"><code>fe4bffd</code></a> update</li> <li><a href="https://github.com/microsoft/onnxruntime-github-actions/commit/2cf46f409099e5a27977bbece1c89f3d6dca6a1b"><code>2cf46f4</code></a> update</li> <li><a href="https://github.com/microsoft/onnxruntime-github-actions/commit/bb6b16e409684ffd0f46b35e8e217ce6ed72097c"><code>bb6b16e</code></a> update</li> <li><a href="https://github.com/microsoft/onnxruntime-github-actions/commit/0c8c2ab4b6ca3be3c8287a0e0549038ecca38d7d"><code>0c8c2ab</code></a> update</li> <li><a href="https://github.com/microsoft/onnxruntime-github-actions/commit/f861fd3c0d13dedcf2fae39ad7023acaad97532d"><code>f861fd3</code></a> update</li> <li>See full diff in <a href="https://github.com/microsoft/onnxruntime-github-actions/compare/35f8bd42417991aa46577e9c32e445af4250f098...f3d90afe522476c858909e0de2be0b12bc890068">compare view</a></li> </ul> </details> <br /> Dependabot will resolve any conflicts with this PR as long as you don't alter it yourself. You can also trigger a rebase manually by commenting `@dependabot rebase`. [//]: # (dependabot-automerge-start) [//]: # (dependabot-automerge-end) --- <details> <summary>Dependabot commands and options</summary> <br /> You can trigger Dependabot actions by commenting on this PR: - `@dependabot rebase` will rebase this PR - `@dependabot recreate` will recreate this PR, overwriting any edits that have been made to it - `@dependabot merge` will merge this PR after your CI passes on it - `@dependabot squash and merge` will squash and merge this PR after your CI passes on it - `@dependabot cancel merge` will cancel a previously requested merge and block automerging - `@dependabot reopen` will reopen this PR if it is closed - `@dependabot close` will close this PR and stop Dependabot recreating it. You can achieve the same result by closing it manually - `@dependabot show <dependency name> ignore conditions` will show all of the ignore conditions of the specified dependency - `@dependabot ignore this major version` will close this PR and stop Dependabot creating any more for this major version (unless you reopen the PR or upgrade to it yourself) - `@dependabot ignore this minor version` will close this PR and stop Dependabot creating any more for this minor version (unless you reopen the PR or upgrade to it yourself) - `@dependabot ignore this dependency` will close this PR and stop Dependabot creating any more for this dependency (unless you reopen the PR or upgrade to it yourself) </details> Signed-off-by: dependabot[bot] <[email protected]> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> * Update xcode and iphoneSimulatorVersion after MacOS-14 (#24260) ### Description Update xcode and iphoneSimulatorVersion after MacOS-14 ### Motivation and Context iOS packaging pipeline and Github Action were still using the old xcode version after https://github.com/microsoft/onnxruntime/pull/23293 * Exclude onnxruntime-inference-examples directory from Component Gover… (#24258) …nance ### Description Exclude onnxruntime-inference-examples directory from Component Governance ### Motivation and Context onnxruntime-inference-examples is a extneral repos * [VitisAI] Fixed include error. (#24199) ### Description <!-- Describe your changes. --> include mp11 as it is used for provider related headers ### Motivation and Context <!-- - Why is this change required? What problem does it solve? - If it fixes an open issue, please link to the issue here. --> VitisAI failed to be built on latest g++ version. * Migrate pull:wasm to github action (#24269) ### Description The ADO Web CI is migrated to Github Actions now. This PR makes the corresponding changes to the `npm run pull:wasm` command to use the new Github Action. ### Motivation and Context <!-- - Why is this change required? What problem does it solve? - If it fixes an open issue, please link to the issue here. --> * Ensure to use correct GPU device in RunSince when it's invoked by new thread (#24192) Running cuda kernel on incorrect GPU device will end up getting CUDA error: `invalid resource handle.` CUDA EP and TRT EP both have this issue when ExecutionMode::ORT_PARALLEL is enabled. Repro code: ````python provider = [ [ ('TensorrtExecutionProvider', { 'device_id': 0, }), ], [ ('TensorrtExecutionProvider', { 'device_id': 1, }), ] ] class ThreadObj(): def __init__(self, model_path: str, iterations: int, idx: int): ... sess_opt = ort.SessionOptions() sess_opt.execution_mode = ort.ExecutionMode.ORT_PARALLEL self.inference_session = ort.InferenceSession(model_path, sess_opt, provider[idx % 2]) def warmup(self): self.inference_session.run(None, self.input) def run(self, thread_times, threads_complete): for iter in range(self.iterations): self.inference_session.run(None, self.input) def thread_target(obj, thread_times, threads_complete): obj.run(thread_times, threads_complete) ... iterations = 500 num_threads = 13 t_obj_list = [] thread_list = [] for tidx in range(num_threads): obj = ThreadObj(model_path, iterations, tidx) t_obj_list.append(obj) obj.warmup() for t_obj in t_obj_list: thread = threading.Thread(target=thread_target, daemon=True, args=(t_obj,thread_times,threads_complete,)) thread.start() thread_list.append(thread) ... ```` The reason is when the inference session is initialized, it can be bound to device > 0, whereas when running the inference, i.e. RunSince can be invoked by a new thread and new threads default to using device 0, then we will hit the error of using the incorrect GPU device. This PR provides a general fix for both CUDA EP and TRT EP to call cudaSetDeivce in RunSince. * Adding build-system to pyproject.toml (#24216) * [WebGPU EP] Implements ceil mode for Average Pool (#24270) Ceil mode is required for rtdetr model. The actual ceil mode calculation is already implemented in the PoolAttributes::ComputeOutputSize() method from pool_attributes.h under CPU EP. * Pin vcpkg version (#24284) ### Description Pin vcpkg version. Yesterday vcpkg-tool made a new release that broke all our Linux pipelines. --------- Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com> * Support load TensorRT V3 plugin (#24211) ### Description TensorRT V3 plugin is not able to load in TensorRT EP. The change deprecates `getPluginCreatorList` with `getAllCreators` to load V1 and V3 plugin creators. ### Motivation and Context <!-- - Why is this change required? What problem does it solve? - If it fixes an open issue, please link to the issue here. --> Support load TensorRT plugin. Reference: https://github.com/NVIDIA/TensorRT/blob/8c6d69ddec0b2feff12f55472dc5d55cb6861d53/python/src/infer/pyPlugin.cpp#L2971C1-L2995C6 * Expose TRT preview features as EP option (#24212) ### Description <!-- Describe your changes. --> Expose TRT preview features as EP option. ### Motivation and Context <!-- - Why is this change required? What problem does it solve? - If it fixes an open issue, please link to the issue here. --> Add support to turn on TensorRT preview features. For example, > If the IPluginV3OneBuildV2 build capability is used, the plugin can also communicate to TensorRT that certain input-output pairs are aliased (share the same data buffer). TensorRT will query IPluginV3OneBuildV2::getAliasedInput to determine any such aliasing behavior. To use this feature, **PreviewFeature::kALIASED_PLUGIN_IO_10_03** must be enabled. --------- Co-authored-by: Vcpkg Builder <builder@vcpkg> * [webgpu] test_layer_normalization_3d_axis0_epsilon (#24276) This uses dummy override shapes to bypass the 'components' check. * [webgpu][dawn API optimization] reduce number of calls to wgpuDeviceHasFeature (#24281) ### Description This PR is one of a series of changes for optimization of Dawn API usage. Currently, the WebGPU EP has some suboptimal code paths that result in unnecessary Dawn API calls. Reducing the number of calls to those API will help improve the performance of the WebGPU EP, especially on WebAssembly. This PR optimizes the usage of `wgpuDeviceHasFeature`. * Bump next from 15.2.3 to 15.2.4 in /js/web/test/e2e/exports/testcases/nextjs-default (#24283) Bumps [next](https://github.com/vercel/next.js) from 15.2.3 to 15.2.4. <details> <summary>Release notes</summary> <p><em>Sourced from <a href="https://github.com/vercel/next.js/releases">next's releases</a>.</em></p> <blockquote> <h2>v15.2.4</h2> <blockquote> <p>[!NOTE]<br /> This release is backporting bug fixes. It does <strong>not</strong> include all pending features/changes on canary.</p> </blockquote> <h3>Core Changes</h3> <ul> <li>Match subrequest handling for edge and node (<a href="https://redirect.github.com/vercel/next.js/issues/77474">#77474</a>)</li> <li>exclude images and static media from dev origin check (<a href="https://redirect.github.com/vercel/next.js/issues/77417">#77417</a>)</li> <li>ensure /__next middleware URLs are included in the origin check (<a href="https://redirect.github.com/vercel/next.js/issues/77416">#77416</a>)</li> <li>remove direct ip/port bypass in dev origin check (<a href="https://redirect.github.com/vercel/next.js/issues/77414">#77414</a>)</li> <li>switch development origin verification to be opt-in rather than opt-out (<a href="https://redirect.github.com/vercel/next.js/issues/77395">#77395</a>)</li> </ul> <h3>Credits</h3> <p>Huge thanks to <a href="https://github.com/ijjk"><code>@ijjk</code></a> and <a href="https://github.com/ztanner"><code>@ztanner</code></a> for helping!</p> </blockquote> </details> <details> <summary>Commits</summary> <ul> <li><a href="https://github.com/vercel/next.js/commit/804aa35c71cc65cf3ddc29cdadcd29f06b368285"><code>804aa35</code></a> v15.2.4</li> <li><a href="https://github.com/vercel/next.js/commit/ecb72ee9ead86aaa1e3992b427bfb43b046aa08d"><code>ecb72ee</code></a> Match subrequest handling for edge and node (<a href="https://redirect.github.com/vercel/next.js/issues/77474">#77474</a>)</li> <li><a href="https://github.com/vercel/next.js/commit/25f810b596cdb6875d1f068ae8d203f1a5df7a46"><code>25f810b</code></a> exclude images and static media from dev origin check (<a href="https://redirect.github.com/vercel/next.js/issues/77417">#77417</a>)</li> <li><a href="https://github.com/vercel/next.js/commit/d9bcb833dd2a8dd5c13f30775d688f7015cd75b1"><code>d9bcb83</code></a> ensure /__next middleware URLs are included in the origin check (<a href="https://redirect.github.com/vercel/next.js/issues/77416">#77416</a>)</li> <li><a href="https://github.com/vercel/next.js/commit/cfeaa86fa718f1fecce9fb5f5fad3c310117fc53"><code>cfeaa86</code></a> remove direct ip/port bypass in dev origin check (<a href="https://redirect.github.com/vercel/next.js/issues/77414">#77414</a>)</li> <li><a href="https://github.com/vercel/next.js/commit/f84730266087817b39c9b87c42ccf1c3bb7de0c5"><code>f847302</code></a> switch development origin verification to be opt-in rather than opt-out (<a href="https://redirect.github.com/vercel/next.js/issues/77395">#77395</a>)</li> <li>See full diff in <a href="https://github.com/vercel/next.js/compare/v15.2.3...v15.2.4">compare view</a></li> </ul> </details> <br /> [](https://docs.github.com/en/github/managing-security-vulnerabilities/about-dependabot-security-updates#about-compatibility-scores) Dependabot will resolve any conflicts with this PR as long as you don't alter it yourself. You can also trigger a rebase manually by commenting `@dependabot rebase`. [//]: # (dependabot-automerge-start) [//]: # (dependabot-automerge-end) --- <details> <summary>Dependabot commands and options</summary> <br /> You can trigger Dependabot actions by commenting on this PR: - `@dependabot rebase` will rebase this PR - `@dependabot recreate` will recreate this PR, overwriting any edits that have been made to it - `@dependabot merge` will merge this PR after your CI passes on it - `@dependabot squash and merge` will squash and merge this PR after your CI passes on it - `@dependabot cancel merge` will cancel a previously requested merge and block automerging - `@dependabot reopen` will reopen this PR if it is closed - `@dependabot close` will close this PR and stop Dependabot recreating it. You can achieve the same result by closing it manually - `@dependabot show <dependency name> ignore conditions` will show all of the ignore conditions of the specified dependency - `@dependabot ignore this major version` will close this PR and stop Dependabot creating any more for this major version (unless you reopen the PR or upgrade to it yourself) - `@dependabot ignore this minor version` will close this PR and stop Dependabot creating any more for this minor version (unless you reopen the PR or upgrade to it yourself) - `@dependabot ignore this dependency` will close this PR and stop Dependabot creating any more for this dependency (unless you reopen the PR or upgrade to it yourself) You can disable automated security fix PRs for this repo from the [Security Alerts page](https://github.com/microsoft/onnxruntime/network/alerts). </details> Signed-off-by: dependabot[bot] <[email protected]> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> * Bump image-size from 1.1.1 to 1.2.1 in /js/react_native/e2e (#24278) Bumps [image-size](https://github.com/image-size/imag…
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