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ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator
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[ROCm] Disable ck_tile in Debug build (#21178) 
### Description
tmp fix: disable ck_tile for Debug build.



### Motivation and Context
Release build works fine for ck_tile, while Debug build fails.
<details>
<summary> Typical error log to revisit
</summary>

```
[880/1797] Building HIP object CMakeFiles/onnxruntime_composable_kernel_fmha.dir/_deps/composable_kernel-build/fmha_fwd_d32_fp16_batch_b128x64x16x32x32x32_r2x1x1_w32x32x16_qr_async_vc_psddv.cpp.o
FAILED: CMakeFiles/onnxruntime_composable_kernel_fmha.dir/_deps/composable_kernel-build/fmha_fwd_d32_fp16_batch_b128x64x16x32x32x32_r2x1x1_w32x32x16_qr_async_vc_psddv.cpp.o 
/opt/rocm/llvm/bin/clang++ -DEIGEN_MPL2_ONLY -DENABLE_ROCM_PROFILING -DENABLE_STRIDED_TENSORS -DENABLE_TRAINING -DENABLE_TRAINING_APIS -DENABLE_TRAINING_CORE -DENABLE_TRAINING_OPS -DENABLE_TRAINING_TORCH_INTEROP -DMIOPEN_VERSION=30100 -DORT_ENABLE_STREAM -DROCM_VERSION=60100 -DUSE_ROCM=1 -D_GNU_SOURCE -D__HIP_ROCclr__=1 -D__bf16__ -D__fp16__ -D__fp32__ -I/build/Debug/_deps/utf8_range-src -I/ws/onnxruntime/include/onnxruntime -I/ws/onnxruntime/include/onnxruntime/core/session -I/ws/onnxruntime/orttraining/orttraining/training_api/include -I/build/Debug/_deps/composable_kernel-src/example/ck_tile/01_fmha -I/build/Debug/_deps/composable_kernel-src/include -I/build/Debug/_deps/composable_kernel-build/include -I/build/Debug/_deps/composable_kernel-src/library/include -isystem /opt/rocm-6.1.0/include -g -O -std=gnu++17 --offload-arch=gfx90a -fPIC -x hip -mllvm=-amdgpu-early-inline-all=true -mllvm=-amdgpu-function-calls=false -MD -MT CMakeFiles/onnxruntime_composable_kernel_fmha.dir/_deps/composable_kernel-build/fmha_fwd_d32_fp16_batch_b128x64x16x32x32x32_r2x1x1_w32x32x16_qr_async_vc_psddv.cpp.o -MF CMakeFiles/onnxruntime_composable_kernel_fmha.dir/_deps/composable_kernel-build/fmha_fwd_d32_fp16_batch_b128x64x16x32x32x32_r2x1x1_w32x32x16_qr_async_vc_psddv.cpp.o.d -o CMakeFiles/onnxruntime_composable_kernel_fmha.dir/_deps/composable_kernel-build/fmha_fwd_d32_fp16_batch_b128x64x16x32x32x32_r2x1x1_w32x32x16_qr_async_vc_psddv.cpp.o -x hip -c /build/Debug/_deps/composable_kernel-build/fmha_fwd_d32_fp16_batch_b128x64x16x32x32x32_r2x1x1_w32x32x16_qr_async_vc_psddv.cpp
In file included from /build/Debug/_deps/composable_kernel-build/fmha_fwd_d32_fp16_batch_b128x64x16x32x32x32_r2x1x1_w32x32x16_qr_async_vc_psddv.cpp:5:
In file included from /build/Debug/_deps/composable_kernel-src/example/ck_tile/01_fmha/fmha_fwd.hpp:6:
In file included from /build/Debug/_deps/composable_kernel-src/include/ck_tile/core.hpp:11:
/build/Debug/_deps/composable_kernel-src/include/ck_tile/core/arch/utility.hpp:27:18: error: constraint 'n' expects an integer constant expression
   27 |     asm volatile("s_add_u32 m0, %0, m0" : : "n"(v) : "memory");
      |                  ^
/build/Debug/_deps/composable_kernel-src/include/ck_tile/core/arch/utility.hpp:27:18: error: constraint 'n' expects an integer constant expression
/build/Debug/_deps/composable_kernel-src/include/ck_tile/core/arch/utility.hpp:27:18: error: constraint 'n' expects an integer constant expression
/build/Debug/_deps/composable_kernel-src/include/ck_tile/core/arch/utility.hpp:27:18: error: constraint 'n' expects an integer constant expression
/build/Debug/_deps/composable_kernel-src/include/ck_tile/core/arch/utility.hpp:27:18: error: constraint 'n' expects an integer constant expression
/build/Debug/_deps/composable_kernel-src/include/ck_tile/core/arch/utility.hpp:27:18: error: constraint 'n' expects an integer constant expression
/build/Debug/_deps/composable_kernel-src/include/ck_tile/core/arch/utility.hpp:27:18: error: constraint 'n' expects an integer constant expression
/build/Debug/_deps/composable_kernel-src/include/ck_tile/core/arch/utility.hpp:27:18: error: constraint 'n' expects an integer constant expression
/build/Debug/_deps/composable_kernel-src/include/ck_tile/core/arch/utility.hpp:27:18: error: constraint 'n' expects an integer constant expression
/build/Debug/_deps/composable_kernel-src/include/ck_tile/core/arch/utility.hpp:27:18: error: constraint 'n' expects an integer constant expression
/build/Debug/_deps/composable_kernel-src/include/ck_tile/core/arch/utility.hpp:27:18: error: constraint 'n' expects an integer constant expression
/build/Debug/_deps/composable_kernel-src/include/ck_tile/core/arch/utility.hpp:27:18: error: constraint 'n' expects an integer constant expression
/build/Debug/_deps/composable_kernel-src/include/ck_tile/core/arch/utility.hpp:27:18: error: constraint 'n' expects an integer constant expression
/build/Debug/_deps/composable_kernel-src/include/ck_tile/core/arch/utility.hpp:27:18: error: constraint 'n' expects an integer constant expression
/build/Debug/_deps/composable_kernel-src/include/ck_tile/core/arch/utility.hpp:27:18: error: constraint 'n' expects an integer constant expression
/build/Debug/_deps/composable_kernel-src/include/ck_tile/core/arch/utility.hpp:27:18: error: constraint 'n' expects an integer constant expression
/build/Debug/_deps/composable_kernel-src/include/ck_tile/core/arch/utility.hpp:27:18: error: constraint 'n' expects an integer constant expression
/build/Debug/_deps/composable_kernel-src/include/ck_tile/core/arch/utility.hpp:27:18: error: constraint 'n' expects an integer constant expression
/build/Debug/_deps/composable_kernel-src/include/ck_tile/core/arch/utility.hpp:27:18: error: constraint 'n' expects an integer constant expression
fatal error: too many errors emitted, stopping now [-ferror-limit=]
20 errors generated when compiling for gfx90a.
...
```
</details>
2024-06-27 12:04:17 +08:00
.config
.devcontainer
.gdn
.github Make Flash Attention work on Windows (#21015) 2024-06-24 09:43:49 -07:00
.pipelines Fix onebranch exception in code signing (#21088) 2024-06-19 12:07:17 +08:00
.vscode disable gemm f16 on CPU (#19744) 2024-03-01 13:44:29 -08:00
cgmanifests [ROCm] Update ck to use ck_tile (#21030) 2024-06-19 14:06:10 +08:00
cmake [ROCm] Disable ck_tile in Debug build (#21178) 2024-06-27 12:04:17 +08:00
csharp Update to the net8 MAUI targets. Remove Xamarin. (#21062) 2024-06-19 16:20:58 +10:00
dockerfiles Update Dockerfile.cuda (#21042) 2024-06-13 23:50:03 -07:00
docs Rename a mispelled filename in the documentation (#21066) 2024-06-17 18:18:41 +02:00
include/onnxruntime/core [MIGraphX EP] Add migraphx ep save load compiles (#20643) 2024-06-17 11:24:31 +08:00
java Remove warning suppression from Java Packaging pipeline. (#21010) 2024-06-24 16:46:21 -07:00
js [WebNN EP] Support rest Reduction ops for TFLite backend (#21135) 2024-06-25 18:30:55 -07:00
objectivec Fix Objective-C static analysis warnings. (#20417) 2024-04-24 11:48:29 -07:00
onnxruntime Check for unit test log severity override earlier (#21177) 2024-06-27 12:51:13 +10:00
orttraining Rollback 19832, Remove shape_input_merge Fusion (#21179) 2024-06-26 10:00:45 -07:00
rust
samples Removed all the deprecated python training code and related tests and utils (#18333) 2023-11-17 18:19:21 -08:00
tools Remove warning suppression from Java Packaging pipeline. (#21010) 2024-06-24 16:46:21 -07:00
winml [DML EP] Add GroupQueryAttention (#20327) 2024-04-19 10:25:29 -07:00
.clang-format
.clang-tidy
.dockerignore
.gitattributes
.gitignore Build onnxruntime.dll as arm64x (#18633) 2023-12-06 16:49:00 -08:00
.gitmodules [js/web] optimize module export and deployment (#20165) 2024-05-20 09:51:16 -07:00
.lintrunner.toml Make Flash Attention work on Windows (#21015) 2024-06-24 09:43:49 -07:00
build.bat
build.sh
build_arm64x.bat remove unnecessary environment variable (#19166) 2024-01-16 16:24:37 -08:00
CITATION.cff Fix citation author name issue (#19597) 2024-02-22 17:03:56 -08:00
CODEOWNERS
CONTRIBUTING.md
lgtm.yml
LICENSE
NuGet.config
ort.wprp Fully dynamic ETW controlled logging for ORT and QNN logs (#20537) 2024-06-06 21:11:14 -07:00
ORT_icon_for_light_bg.png
packages.config Update DML to 1.14.1 (#20380) 2024-04-18 22:43:41 -07:00
pyproject.toml [CUDA] Add SparseAttention operator for Phi-3-small (#20216) 2024-04-30 09:06:29 -07:00
README.md Update README.md (#18963) 2024-01-03 17:26:25 -08:00
requirements-dev.txt
requirements-doc.txt
requirements-lintrunner.txt Bump ruff to 0.3.2 and black to 24 (#19878) 2024-03-13 10:00:32 -07:00
requirements-training.txt
requirements.txt.in
SECURITY.md
setup.py Revert "[MIGraphX EP] enable compilation and execution on Windows (21084)" (#21132) 2024-06-21 01:01:07 -07:00
ThirdPartyNotices.txt Fix HalideIR title in third party notices reference (#20190) 2024-04-05 11:12:43 -07:00
VERSION_NUMBER Bump up version in main from 1.18.0 to 1.19.0 (#20489) 2024-04-29 20:21:41 -07:00

README.md

ONNX Runtime is a cross-platform inference and training machine-learning accelerator.

ONNX Runtime inference can enable faster customer experiences and lower costs, supporting models from deep learning frameworks such as PyTorch and TensorFlow/Keras as well as classical machine learning libraries such as scikit-learn, LightGBM, XGBoost, etc. ONNX Runtime is compatible with different hardware, drivers, and operating systems, and provides optimal performance by leveraging hardware accelerators where applicable alongside graph optimizations and transforms. Learn more →

ONNX Runtime training can accelerate the model training time on multi-node NVIDIA GPUs for transformer models with a one-line addition for existing PyTorch training scripts. Learn more →

Get Started & Resources

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System Inference Training
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System Inference Training
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Data/Telemetry

Windows distributions of this project may collect usage data and send it to Microsoft to help improve our products and services. See the privacy statement for more details.

Contributions and Feedback

We welcome contributions! Please see the contribution guidelines.

For feature requests or bug reports, please file a GitHub Issue.

For general discussion or questions, please use GitHub Discussions.

Code of Conduct

This project has adopted the Microsoft Open Source Code of Conduct. For more information see the Code of Conduct FAQ or contact opencode@microsoft.com with any additional questions or comments.

License

This project is licensed under the MIT License.