[JS/WebGPU] Creating devices with subgroup features enabled if possible #21833
Conversation
With this CL WebGPU backends will create devices with subgroups and subgroups-f16 features (both are under origin trial in Chrome) or chromium-experimental-subgroups feature enabled whenever available. This would allow WebGPU operators to use subgroups optimization in the future.
|
PTAL, thanks |
|
is there any disadvantage of appending "enable subgroups;" in a program that does not use subgroup feature? |
For now I don't know there would be overhead to enable |
|
/azp run Windows ARM64 QNN CI Pipeline,Windows x64 QNN CI Pipeline,Windows CPU CI Pipeline,Windows GPU CUDA CI Pipeline,Windows GPU DML CI Pipeline,Windows GPU Doc Gen CI Pipeline,Windows GPU TensorRT CI Pipeline,ONNX Runtime Web CI Pipeline,Linux CPU CI Pipeline,Linux CPU Minimal Build E2E CI Pipeline |
|
/azp run Linux GPU CI Pipeline,Linux GPU TensorRT CI Pipeline,Linux OpenVINO CI Pipeline,Linux QNN CI Pipeline,MacOS CI Pipeline,orttraining-linux-ci-pipeline,orttraining-linux-gpu-ci-pipeline,onnxruntime-binary-size-checks-ci-pipeline,Big Models,Linux Android Emulator QNN CI Pipeline |
|
/azp run Android CI Pipeline,iOS CI Pipeline,ONNX Runtime React Native CI Pipeline,CoreML CI Pipeline,Linux DNNL CI Pipeline,Linux MIGraphX CI Pipeline,Linux ROCm CI Pipeline |
|
Azure Pipelines successfully started running 1 pipeline(s). |
2 similar comments
|
Azure Pipelines successfully started running 1 pipeline(s). |
|
Azure Pipelines successfully started running 1 pipeline(s). |
|
/azp run Windows ARM64 QNN CI Pipeline,Windows x64 QNN CI Pipeline,Windows CPU CI Pipeline,Windows GPU CUDA CI Pipeline,Windows GPU DML CI Pipeline,Windows GPU Doc Gen CI Pipeline,Windows GPU TensorRT CI Pipeline,ONNX Runtime Web CI Pipeline,Linux CPU CI Pipeline,Linux CPU Minimal Build E2E CI Pipeline |
|
/azp run Linux GPU CI Pipeline,Linux GPU TensorRT CI Pipeline,Linux OpenVINO CI Pipeline,Linux QNN CI Pipeline,MacOS CI Pipeline,orttraining-linux-gpu-ci-pipeline,onnxruntime-binary-size-checks-ci-pipeline,Big Models,Linux Android Emulator QNN CI Pipeline,Android CI Pipeline |
|
/azp run iOS CI Pipeline,ONNX Runtime React Native CI Pipeline,CoreML CI Pipeline,Linux DNNL CI Pipeline,Linux MIGraphX CI Pipeline,Linux ROCm CI Pipeline |
|
Azure Pipelines successfully started running 1 pipeline(s). |
2 similar comments
|
Azure Pipelines successfully started running 1 pipeline(s). |
|
Azure Pipelines successfully started running 1 pipeline(s). |
…le (microsoft#21833) This CL make WebGPU backend support subgroup features and thus allow using subgroup optimizations in the future. ### Description With this CL WebGPU backends will create devices with subgroups and subgroups-f16 features (both are under origin trial in Chrome) or chromium-experimental-subgroups feature enabled whenever available. ### Motivation and Context This CL would allow WebGPU operator shaders to use subgroup optimizations in the future, and might get some significant speedup with these optimization.
…le (#21833) This CL make WebGPU backend support subgroup features and thus allow using subgroup optimizations in the future. ### Description With this CL WebGPU backends will create devices with subgroups and subgroups-f16 features (both are under origin trial in Chrome) or chromium-experimental-subgroups feature enabled whenever available. ### Motivation and Context This CL would allow WebGPU operator shaders to use subgroup optimizations in the future, and might get some significant speedup with these optimization.
…le (microsoft#21833) This CL make WebGPU backend support subgroup features and thus allow using subgroup optimizations in the future. ### Description With this CL WebGPU backends will create devices with subgroups and subgroups-f16 features (both are under origin trial in Chrome) or chromium-experimental-subgroups feature enabled whenever available. ### Motivation and Context This CL would allow WebGPU operator shaders to use subgroup optimizations in the future, and might get some significant speedup with these optimization.
…le (microsoft#21833) This CL make WebGPU backend support subgroup features and thus allow using subgroup optimizations in the future. ### Description With this CL WebGPU backends will create devices with subgroups and subgroups-f16 features (both are under origin trial in Chrome) or chromium-experimental-subgroups feature enabled whenever available. ### Motivation and Context This CL would allow WebGPU operator shaders to use subgroup optimizations in the future, and might get some significant speedup with these optimization.
…le (microsoft#21833) This CL make WebGPU backend support subgroup features and thus allow using subgroup optimizations in the future. ### Description With this CL WebGPU backends will create devices with subgroups and subgroups-f16 features (both are under origin trial in Chrome) or chromium-experimental-subgroups feature enabled whenever available. ### Motivation and Context This CL would allow WebGPU operator shaders to use subgroup optimizations in the future, and might get some significant speedup with these optimization.
This CL make WebGPU backend support subgroup features and thus allow using subgroup optimizations in the future.
Description
With this CL WebGPU backends will create devices with subgroups and subgroups-f16 features (both are under origin trial in Chrome) or chromium-experimental-subgroups feature enabled whenever available.
Motivation and Context
This CL would allow WebGPU operator shaders to use subgroup optimizations in the future, and might get some significant speedup with these optimization.