Comments (6)
we plan to publish 1.18.1 gpu packages built against CUDA 12.x and CuDNN 9.x later this month.
(in addition to the default gpu packages built against CUDA 11.8 + CuDNN 8.x)
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@jywu-msft Thx.
Everything went great when I test this whl in a docker env nvcr.io/nvidia/pytorch:24.05-py3 (cuda12.4, tensorrt 10.0.1, cudnn 9.1), using some simple models from torchvision.
Will report isssues if encountered.
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Can you help test out these Release Candidate Packages which support CUDA 12.x , TensorRT 10 and CuDNN 9.x?
https://aiinfra.visualstudio.com/PublicPackages/_artifacts/feed/onnxruntime-cuda-12/NuGet/Microsoft.ML.OnnxRuntime.Gpu.Linux/overview/1.18.1-rc
https://aiinfra.visualstudio.com/PublicPackages/_artifacts/feed/onnxruntime-cuda-12/NuGet/Microsoft.ML.OnnxRuntime.Gpu.Windows/overview/1.18.1-rc
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@jywu-msft Not so sure how to use this package. Is there a pypi whl package?
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no, those were nuget packages.
here are whl's
https://aiinfra.visualstudio.com/PublicPackages/_artifacts/feed/onnxruntime-cuda-12/PyPI/ort-nightly-gpu/overview/1.18.1.dev20240624003
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@jywu-msft Thx. Everything went great when I test this whl in a docker env nvcr.io/nvidia/pytorch:24.05-py3 (cuda12.4, tensorrt 10.0.1, cudnn 9.1), using some simple models from torchvision. Will report isssues if encountered.
Thank you!
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Related Issues (20)
- Symbolic Shape infer fails on onnx file without much logs
- How to convert quantized ONNX model from Tensor-Oriented format to Operator-Oriented format?
- Quantized ONNX Model Still Has Float32 Input/Output Tensors HOT 2
- [Build] build python wheel fails HOT 1
- [Documentation] Typo in tutorials at the top of the official webpage
- [Jvm] Native crash during createSession: std::bad_cast HOT 4
- [Performance] CUDA kernel not found in registries for Op type: ScatterND HOT 2
- [Training] Onnxruntime-training 1.18.0 for windows not available HOT 4
- [Performance] Whisper model inference results incorrect after Transformer Optimizer HOT 2
- [Training] Cannot export model for inferencing from session created from buffers
- [Performance] Failed to run Whisper inference after optimization with Dml EP
- [E:onnxruntime:, qnn_execution_provider.cc:591 GetCapability] QNN SetupBackend failed qnn_backend_manager.cc:334 InitializeBackend Failed to initialize backend HOT 3
- [Feature Request] Add DFT support for CUDAExecutionProvider
- [Performance] Increased memory usage when loading from bytes HOT 4
- Can onnxruntime.quantization.quantize_dynamic() work with onnx-trt?
- CoreML EP inference result is improperly scaled HOT 2
- ORT 1.18.1 Release Candidates available for testing HOT 3
- [Build] "utf8_range::utf8_validity" does not exist HOT 5
- QDQ removal optimization from around MaxPool changes results with negative scale
- [Mobile] Cocoapods release archive zips are missing HOT 5
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