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Maximilian Müller f20db76f54
Add device tensor documentation for GPU execution providers (#20837) 
This documentation adds documentation on:
- how to allocate CUDA device tensors from C++ and python
- how to use DML device tensors from C++ and python
- it also shows how to leverage existing GPU allocations in ORT 
- how to overlap PCI copies and GPU execution using CUDA streams
- how to overlap PCI copies and GPU execution using D3D12 Command Lists
and custom resources
---------

Co-authored-by: Tianlei Wu <tlwu@microsoft.com>
2024-06-12 09:11:25 -07:00
..
logos [Website] Add Deezer quote/logo (#17360) 2023-08-31 12:43:38 -07:00
svg Update logo for dark backgrounds (#4949) 2020-08-28 10:56:51 -07:00
agility.png Add PyTorch-specific landing page to website and update footers (#10227) 2022-01-31 09:05:11 -08:00
android_image_classification_screenshot_1.png Refactor web and mobile docs (#9854) 2021-12-10 16:22:10 -08:00
android_image_classification_screenshot_2.jpg Refactor web and mobile docs (#9854) 2021-12-10 16:22:10 -08:00
android_image_classification_screenshot_3.png Refactor web and mobile docs (#9854) 2021-12-10 16:22:10 -08:00
android_image_classification_screenshot_4.png Refactor web and mobile docs (#9854) 2021-12-10 16:22:10 -08:00
android_image_classification_screenshot_5.png Refactor web and mobile docs (#9854) 2021-12-10 16:22:10 -08:00
android_image_classification_screenshot_6.png Refactor web and mobile docs (#9854) 2021-12-10 16:22:10 -08:00
API-platform-support.png New web site 1.0.0 (#2289) 2019-10-30 09:35:16 -07:00
azureml-deployment.png Add AzureML tutorial (#11340) 2022-06-03 16:43:46 -07:00
bert-excel.gif Update Excel BERT ORT Web tutorial (#13887) 2022-12-07 18:33:26 -06:00
bing-logo.svg New web site 1.0.0 (#2289) 2019-10-30 09:35:16 -07:00
coffee.png Add phi3 v tutorial (#20873) 2024-05-30 17:48:26 -07:00
combine-ai-extensions-img.png Added initial ORT Extensions docs for onnxruntime website (#16723) 2023-09-01 15:56:33 -07:00
continuous-community-innovation.png New web site 1.0.0 (#2289) 2019-10-30 09:35:16 -07:00
custom_op_wrapper.png [GH Pages] Update custom op documentation (#14623) 2023-02-10 16:48:24 -08:00
customvision-logo.jpg website update for ort 1.3 (#3982) 2020-05-19 07:56:27 -07:00
demo.jpg Migrate content from GitHub source to GitHub pages (#5053) 2020-10-12 10:28:20 -07:00
dog.jpeg Migrate content from GitHub source to GitHub pages (#5053) 2020-10-12 10:28:20 -07:00
ios_screenshot_objdetect.jpg Fixed broken link in iOS mobile tutorial (#10011) 2021-12-10 17:56:20 -08:00
iOS_speaker_identification_app.png Add iOS On Device Training Tutorial with ONNX Runtime (#17146) 2023-08-17 00:58:22 -07:00
iOS_speaker_identification_infer_screen.jpg Add iOS On Device Training Tutorial with ONNX Runtime (#17146) 2023-08-17 00:58:22 -07:00
iOS_speaker_identification_training_complete_screen.jpg Add iOS On Device Training Tutorial with ONNX Runtime (#17146) 2023-08-17 00:58:22 -07:00
iOS_speaker_identification_training_progress_screen.jpg Add iOS On Device Training Tutorial with ONNX Runtime (#17146) 2023-08-17 00:58:22 -07:00
iOS_speaker_identification_training_screen.jpg Add iOS On Device Training Tutorial with ONNX Runtime (#17146) 2023-08-17 00:58:22 -07:00
iOS_speaker_identification_xcode_new_app_screen.png Add iOS On Device Training Tutorial with ONNX Runtime (#17146) 2023-08-17 00:58:22 -07:00
iOS_speaker_identification_xcode_new_project_screen.png Add iOS On Device Training Tutorial with ONNX Runtime (#17146) 2023-08-17 00:58:22 -07:00
iOS_speaker_identification_xcode_project_nav_screen.png Add iOS On Device Training Tutorial with ONNX Runtime (#17146) 2023-08-17 00:58:22 -07:00
latents-noise-example.png Revert "Revert "Merge branch 'gh-pages' of https://github.com/microsoft/onnxruntime into gh-pages"" 2023-03-10 17:02:38 -08:00
layered-architecture.png Migrate content from GitHub source to GitHub pages (#5053) 2020-10-12 10:28:20 -07:00
market.png Add phi3 v tutorial (#20873) 2024-05-30 17:48:26 -07:00
Micorsoft-Azure-Logo.png New web site 1.0.0 (#2289) 2019-10-30 09:35:16 -07:00
microsoft-azure.png New web site 1.0.0 (#2289) 2019-10-30 09:35:16 -07:00
mkl-dnn_node.png Migrate content from GitHub source to GitHub pages (#5053) 2020-10-12 10:28:20 -07:00
mkl-dnn_subgraph.png Migrate content from GitHub source to GitHub pages (#5053) 2020-10-12 10:28:20 -07:00
mnist-screenshot.png Migrate content from GitHub source to GitHub pages (#5053) 2020-10-12 10:28:20 -07:00
mnist_optimization.png Major updates/restructure for documentation (#7609) 2021-05-10 15:19:37 -07:00
mnist_optimization_with_nnapi.png Major updates/restructure for documentation (#7609) 2021-05-10 15:19:37 -07:00
mobile-superres-after-model-io.png Mobile superres tutorial (#14635) 2023-02-15 15:38:25 -08:00
mobile-superres-after-model.png Mobile superres tutorial (#14635) 2023-02-15 15:38:25 -08:00
mobile-superres-before-model-io.png Mobile superres tutorial (#14635) 2023-02-15 15:38:25 -08:00
mobile-superres-before-model.png Mobile superres tutorial (#14635) 2023-02-15 15:38:25 -08:00
mobile-superres-cat.png Mobile superres tutorial (#14635) 2023-02-15 15:38:25 -08:00
mobile.png Refresh mobile get started (#14447) 2023-01-31 11:30:27 -08:00
model-with-dynamic-inputs-fixed.png Add documentation for ORT Mobile helpers (#10890) 2022-04-05 17:05:43 -07:00
model-with-dynamic-inputs.png Add documentation for ORT Mobile helpers (#10890) 2022-04-05 17:05:43 -07:00
model-with-symbolic-input-dim-fixed.png Add documentation for ORT Mobile helpers (#10890) 2022-04-05 17:05:43 -07:00
model-with-symbolic-input-dim.png Add documentation for ORT Mobile helpers (#10890) 2022-04-05 17:05:43 -07:00
nnapi_aware_ort_format_model.png Major updates/restructure for documentation (#7609) 2021-05-10 15:19:37 -07:00
on-device-training-android-studio-project-name.png Add On Device Training Tutorial with ONNX Runtime (#16167) 2023-06-15 16:01:26 -07:00
on-device-training-android-studio-setup.png Add On Device Training Tutorial with ONNX Runtime (#16167) 2023-06-15 16:01:26 -07:00
on-device-training-android-studio-toolchain.png Add On Device Training Tutorial with ONNX Runtime (#16167) 2023-06-15 16:01:26 -07:00
on-device-training-application-landing-page.jpg Add On Device Training Tutorial with ONNX Runtime (#16167) 2023-06-15 16:01:26 -07:00
on-device-training-application-prediction-cow.jpg Add On Device Training Tutorial with ONNX Runtime (#16167) 2023-06-15 16:01:26 -07:00
on-device-training-application-prediction-tom.jpg Add On Device Training Tutorial with ONNX Runtime (#16167) 2023-06-15 16:01:26 -07:00
on-device-training-lib-include.png Add On Device Training Tutorial with ONNX Runtime (#16167) 2023-06-15 16:01:26 -07:00
on-device-training-project-assets.png Add On Device Training Tutorial with ONNX Runtime (#16167) 2023-06-15 16:01:26 -07:00
ONNX-Icon.png New web site 1.0.0 (#2289) 2019-10-30 09:35:16 -07:00
ONNX-Runtime-logo.png New web site 1.0.0 (#2289) 2019-10-30 09:35:16 -07:00
ONNX-Runtime-logo.svg Migrate content from GitHub source to GitHub pages (#5053) 2020-10-12 10:28:20 -07:00
ONNX_Runtime_EP1.png Docs sweep of recent changes into gh-pages from master (#5773) 2020-12-01 16:10:58 -08:00
ONNX_Runtime_EP2.png Docs sweep of recent changes into gh-pages from master (#5773) 2020-12-01 16:10:58 -08:00
ONNX_Runtime_EP3.png Docs sweep of recent changes into gh-pages from master (#5773) 2020-12-01 16:10:58 -08:00
ONNXRuntime-Favicon.png New web site 1.0.0 (#2289) 2019-10-30 09:35:16 -07:00
optimization-acceleration.png New web site 1.0.0 (#2289) 2019-10-30 09:35:16 -07:00
ort-bar-chart.PNG website update for ort 1.3 (#3982) 2020-05-19 07:56:27 -07:00
ORT-Edge-Azure.png Update articles on website (#5807) 2020-11-17 09:39:20 -08:00
ORT-Mobile.png Update articles on website (#5807) 2020-11-17 09:39:20 -08:00
ort-nvidia.jpg Add jetson article to website (#4961) 2020-08-31 10:00:28 -07:00
ort-web-demo.gif Add the ORT-Web Tutorial, Add link to GitHub ORT Web template on docs home page (#9738) 2021-11-19 16:34:43 -06:00
out.jpg Migrate content from GitHub source to GitHub pages (#5053) 2020-10-12 10:28:20 -07:00
performance.png Add PyTorch-specific landing page to website and update footers (#10227) 2022-01-31 09:05:11 -08:00
person-with-bicycle-and-bounding-boxes.png Add pose detection tutorial (#19580) 2024-02-26 16:52:00 -08:00
person-with-pose.png Add pose detection tutorial (#19580) 2024-02-26 16:52:00 -08:00
pipeline_pci_processing.png Add device tensor documentation for GPU execution providers (#20837) 2024-06-12 09:11:25 -07:00
pose-thumbnail.png Add pose detection tutorial (#19580) 2024-02-26 16:52:00 -08:00
pytorch-builtin.png Add PyTorch-specific landing page to website and update footers (#10227) 2022-01-31 09:05:11 -08:00
pytorch-on-the-edge-puppies.png Add PyTorch edge blog (#17929) 2023-10-12 19:41:43 -07:00
pytorch-on-the-edge-speechrec.png Add PyTorch edge blog (#17929) 2023-10-12 19:41:43 -07:00
pytorch-on-the-edge-textgen.png Add PyTorch edge blog (#17929) 2023-10-12 19:41:43 -07:00
pytorch-on-the-edge-training.png Add PyTorch edge blog (#17929) 2023-10-12 19:41:43 -07:00
pytorch-on-the-edge-with-ort.png Add PyTorch edge blog (#17929) 2023-10-12 19:41:43 -07:00
pytorch-on-the-edge.png Add PyTorch edge blog (#17929) 2023-10-12 19:41:43 -07:00
qa-nlp.png Add AzureML tutorial (#11340) 2022-06-03 16:43:46 -07:00
QDQ_Format.png refine the quantization doc (#8057) 2021-06-17 18:09:35 -07:00
qnn_ep_quant_workflow.png [Gh pages] Update QNN EP documentation (quantization/python APIs) (#19435) 2024-02-06 12:36:15 -08:00
rasp-pi-can.png Update the IoT Docs home page and add Raspberry Pi Tutorial (#14096) 2023-01-05 18:33:30 -06:00
rbpi-camera.jpg Update the IoT Docs home page and add Raspberry Pi Tutorial (#14096) 2023-01-05 18:33:30 -06:00
sample-output-stablediff.png Revert "Revert "Merge branch 'gh-pages' of https://github.com/microsoft/onnxruntime into gh-pages"" 2023-03-10 17:02:38 -08:00
skl-ort.png Website: customer quotes and format updates (#7292) 2021-04-09 10:35:28 -07:00
stablediff-example-image.png Revert "Revert "Merge branch 'gh-pages' of https://github.com/microsoft/onnxruntime into gh-pages"" 2023-03-10 17:02:38 -08:00
sushi.png Add phi3 v tutorial (#20873) 2024-05-30 17:48:26 -07:00
table.png Add phi3 v tutorial (#20873) 2024-05-30 17:48:26 -07:00
terminal-output-rasp-pi.png Update the IoT Docs home page and add Raspberry Pi Tutorial (#14096) 2023-01-05 18:33:30 -06:00
top-banner-background.jpg New web site 1.0.0 (#2289) 2019-10-30 09:35:16 -07:00
tutorial-superres-og-image.png Add preview image for super res tutorial and update title (#15004) 2023-03-11 20:15:35 -08:00
twitter-icon.png New web site 1.0.0 (#2289) 2019-10-30 09:35:16 -07:00
video-bing-semantic-precise.jpg website update for ort 1.3 (#3982) 2020-05-19 07:56:27 -07:00
video-check-out-schedule.png website update for ort 1.3 (#3982) 2020-05-19 07:56:27 -07:00
video-model-inference-cloud-to-client.jpg Website: add additional video resource (#6405) 2021-02-16 15:57:18 -08:00
video-research-prod.png website update for ort 1.3 (#3982) 2020-05-19 07:56:27 -07:00
video-scalable-ml.jpg website update for ort 1.3 (#3982) 2020-05-19 07:56:27 -07:00
vncviewerrasppi.png Update the IoT Docs home page and add Raspberry Pi Tutorial (#14096) 2023-01-05 18:33:30 -06:00
windowsdevkit2023.png [website] Updates for Windows Dev Kit 2023 (#13405) 2022-10-24 09:12:46 -07:00
wolves-with-bounding-boxes.png Add pose detection tutorial (#19580) 2024-02-26 16:52:00 -08:00
word-logo.png New web site 1.0.0 (#2289) 2019-10-30 09:35:16 -07:00
youtube-convert.png Add social links to nav header and update video resources (#13784) 2022-11-30 14:46:10 -08:00
youtube-cpp.png Add social links to nav header and update video resources (#13784) 2022-11-30 14:46:10 -08:00
youtube-logo.png website update for ort 1.3 (#3982) 2020-05-19 07:56:27 -07:00
youtube-release.png Add social links to nav header and update video resources (#13784) 2022-11-30 14:46:10 -08:00
youtube-ue5.png Add social links to nav header and update video resources (#13784) 2022-11-30 14:46:10 -08:00