diff --git a/AGENTS.md b/AGENTS.md index 902412925..a9836f863 100644 --- a/AGENTS.md +++ b/AGENTS.md @@ -67,8 +67,8 @@ all CI: example compilation, additional example lint scopes, book builds, and CodeQL have separate jobs. Read the recipe and relevant workflow when choosing validation for a change. -For Tile and shared-host changes, follow `cutile-rs/CONTRIBUTING.md` and -`.github/workflows/cutile-rs.yml`. The CPU and assembler suite in +For Tile and shared-host changes, follow the cutile-rs section of +`CONTRIBUTING.md` and `.github/workflows/cutile-rs.yml`. The CPU and assembler suite in `cutile-rs/scripts/run_cpu_tests.sh` runs with `cutile-rs/` as its working directory and includes the CPU-safe shared-host tests. CPU-only does not mean toolkit-free: some suites require CUDA headers and the Tile IR assembler. GPU tests have a separate diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md index 0200b930a..4a3147663 100644 --- a/CONTRIBUTING.md +++ b/CONTRIBUTING.md @@ -111,14 +111,35 @@ Your `Signed-off-by` name and email must match your Git configuration Pull requests that do not meet the requirements below or lack proper DCO sign-off will not be merged. +### Branch and pull request naming + +Prefix branches and pull request titles with the kind of change. Branches use +`/` as the separator and titles use `:`, lowercase: `fix/kernel-launch-sync` +and `fix: resolve kernel launch sync race`. + +| Prefix | Use for | +| --- | --- | +| `feat` | New features | +| `fix` | Bug fixes | +| `docs` | Documentation changes | +| `refactor` | Code changes with no behavior change | +| `perf` | Performance improvements with no functional change | +| `test` | Test additions or changes | +| `build` | Build system and dependency changes | +| `ci` | CI changes | +| `chore` | Maintenance tasks | + +A scope in parentheses is welcome when a change is confined to one component, +for example `docs(cutile-rs): ...`. + ## Code Requirements ### Toolchains The shared host crates at the repository root use the root stable pin. Each product has its own workspace and toolchain under `cuda-oxide/` or -`cutile-rs/`. For Tile development, see [cutile-rs/CONTRIBUTING.md](cutile-rs/CONTRIBUTING.md). -The setup and validation commands below cover cuda-oxide. +`cutile-rs/`. The setup commands below cover cuda-oxide; the Tile checks have +their own section further down. cuda-oxide requires the Rust nightly toolchain with `rustc_private` support. See the [cuda-oxide README](cuda-oxide/README.md) for setup instructions. @@ -150,6 +171,28 @@ codegen backend, a Python virtualenv, or GitHub's own infrastructure. The step when a workflow changes; the commands below are the ones worth knowing by hand even so. +### Running the cutile-rs checks + +cutile-rs builds on the stable toolchain pinned in `cutile-rs/rust-toolchain.toml` +and needs a CUDA 13.2 or newer toolkit with the Tile IR assembler, `tileiras`; +the [cutile-rs book](https://nvidia.github.io/cuda-rust/cutile/) covers setup. +Its test scripts locate the Tile workspace from their own path and reach the +shared host crates at the repository root on their own, so they can be run +from anywhere: + +```bash +cutile-rs/scripts/run_cpu_tests.sh # CPU and assembler tests; needs the toolkit, not a GPU +cutile-rs/scripts/run_gpu_tests.sh # GPU integration tests +cutile-rs/scripts/run_all.sh # both of the above, then the examples and benchmarks +``` + +Run `cutile-rs/scripts/run_all.sh` before marking a Tile pull request ready +for review. +CI runs the same suites in `.github/workflows/cutile-rs.yml`. Because the Tile +lanes use NVIDIA self-hosted runners, that workflow triggers on the +`pull-request/` branches that copy-pr-bot mirrors rather than on the pull +request itself. + ### Formatting and Style - Run `(cd cuda-oxide && cargo oxide fmt)` before submitting. All code must be diff --git a/README.md b/README.md index 23ee8c5bd..315dc9e16 100644 --- a/README.md +++ b/README.md @@ -81,14 +81,8 @@ See [CONTRIBUTING.md](CONTRIBUTING.md) for commit sign-off requirements, pull re ## License CUDA Rust is licensed under the [Apache License 2.0](./LICENSE). The root -`LICENSE` covers the whole repository. Each component also includes a copy with -its sources and built artifacts. - -| Component | License | License file | -| --- | --- | --- | -| `cuda-oxide` | Apache-2.0 | root [`LICENSE`](./LICENSE) | -| `cutile-rs` | Apache-2.0 | [`cutile-rs/LICENSE`](./cutile-rs/LICENSE) | -| `cuda-bindings`, `cuda-core`, `cuda-core-derive`, `cuda-async` | Apache-2.0 | root [`LICENSE`](./LICENSE) | +`LICENSE` covers the whole repository: cuda-oxide, cutile-rs, and the shared +host crates. Every published crate declares `license = "Apache-2.0"`. Third-party attributions are listed in [`cuda-oxide/THIRD_PARTY_NOTICES`](./cuda-oxide/THIRD_PARTY_NOTICES). diff --git a/cuda-oxide/LICENSE b/cuda-oxide/LICENSE deleted file mode 100644 index f3fe76eca..000000000 --- a/cuda-oxide/LICENSE +++ /dev/null @@ -1,203 +0,0 @@ -Copyright (c) 2024-2026 NVIDIA CORPORATION & AFFILIATES. All rights reserved. - - Apache License - Version 2.0, January 2004 - http://www.apache.org/licenses/ - - TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION - - 1. Definitions. - - "License" shall mean the terms and conditions for use, reproduction, - and distribution as defined by Sections 1 through 9 of this document. - - "Licensor" shall mean the copyright owner or entity authorized by - the copyright owner that is granting the License. - - "Legal Entity" shall mean the union of the acting entity and all - other entities that control, are controlled by, or are under common - control with that entity. For the purposes of this definition, - "control" means (i) the power, direct or indirect, to cause the - direction or management of such entity, whether by contract or - otherwise, or (ii) ownership of fifty percent (50%) or more of the - outstanding shares, or (iii) beneficial ownership of such entity. - - "You" (or "Your") shall mean an individual or Legal Entity - exercising permissions granted by this License. - - "Source" form shall mean the preferred form for making modifications, - including but not limited to software source code, documentation - source, and configuration files. - - "Object" form shall mean any form resulting from mechanical - transformation or translation of a Source form, including but - not limited to compiled object code, generated documentation, - and conversions to other media types. - - "Work" shall mean the work of authorship, whether in Source or - Object form, made available under the License, as indicated by a - copyright notice that is included in or attached to the work - (an example is provided in the Appendix below). - - "Derivative Works" shall mean any work, whether in Source or Object - form, that is based on (or derived from) the Work and for which the - editorial revisions, annotations, elaborations, or other modifications - represent, as a whole, an original work of authorship. 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If You - institute patent litigation against any entity (including a - cross-claim or counterclaim in a lawsuit) alleging that the Work - or a Contribution incorporated within the Work constitutes direct - or contributory patent infringement, then any patent licenses - granted to You under this License for that Work shall terminate - as of the date such litigation is filed. - - 4. Redistribution. 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The contents - of the NOTICE file are for informational purposes only and - do not modify the License. You may add Your own attribution - notices within Derivative Works that You distribute, alongside - or as an addendum to the NOTICE text from the Work, provided - that such additional attribution notices cannot be construed - as modifying the License. - - You may add Your own copyright statement to Your modifications and - may provide additional or different license terms and conditions - for use, reproduction, or distribution of Your modifications, or - for any such Derivative Works as a whole, provided Your use, - reproduction, and distribution of the Work otherwise complies with - the conditions stated in this License. - - 5. Submission of Contributions. Unless You explicitly state otherwise, - any Contribution intentionally submitted for inclusion in the Work - by You to the Licensor shall be under the terms and conditions of - this License, without any additional terms or conditions. - Notwithstanding the above, nothing herein shall supersede or modify - the terms of any separate license agreement you may have executed - with Licensor regarding such Contributions. - - 6. Trademarks. This License does not grant permission to use the trade - names, trademarks, service marks, or product names of the Licensor, - except as required for reasonable and customary use in describing the - origin of the Work and reproducing the content of the NOTICE file. - - 7. Disclaimer of Warranty. Unless required by applicable law or - agreed to in writing, Licensor provides the Work (and each - Contributor provides its Contributions) on an "AS IS" BASIS, - WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or - implied, including, without limitation, any warranties or conditions - of TITLE, NON-INFRINGEMENT, MERCHANTABILITY, or FITNESS FOR A - PARTICULAR PURPOSE. You are solely responsible for determining the - appropriateness of using or redistributing the Work and assume any - risks associated with Your exercise of permissions under this License. - - 8. Limitation of Liability. In no event and under no legal theory, - whether in tort (including negligence), contract, or otherwise, - unless required by applicable law (such as deliberate and grossly - negligent acts) or agreed to in writing, shall any Contributor be - liable to You for damages, including any direct, indirect, special, - incidental, or consequential damages of any character arising as a - result of this License or out of the use or inability to use the - Work (including but not limited to damages for loss of goodwill, - work stoppage, computer failure or malfunction, or any and all - other commercial damages or losses), even if such Contributor - has been advised of the possibility of such damages. - - 9. Accepting Warranty or Additional Liability. While redistributing - the Work or Derivative Works thereof, You may choose to offer, - and charge a fee for, acceptance of support, warranty, indemnity, - or other liability obligations and/or rights consistent with this - License. However, in accepting such obligations, You may act only - on Your own behalf and on Your sole responsibility, not on behalf - of any other Contributor, and only if You agree to indemnify, - defend, and hold each Contributor harmless for any liability - incurred by, or claims asserted against, such Contributor by reason - of your accepting any such warranty or additional liability. - - END OF TERMS AND CONDITIONS - - APPENDIX: How to apply the Apache License to your work. - - To apply the Apache License to your work, attach the following - boilerplate notice, with the fields enclosed by brackets "[]" - replaced with your own identifying information. (Don't include - the brackets!) The text should be enclosed in the appropriate - comment syntax for the file format. We also recommend that a - file or class name and description of purpose be included on the - same "printed page" as the copyright notice for easier - identification within third-party archives. - - Copyright [yyyy] [name of copyright owner] - - Licensed under the Apache License, Version 2.0 (the "License"); - you may not use this file except in compliance with the License. - You may obtain a copy of the License at - - http://www.apache.org/licenses/LICENSE-2.0 - - Unless required by applicable law or agreed to in writing, software - distributed under the License is distributed on an "AS IS" BASIS, - WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - See the License for the specific language governing permissions and - limitations under the License. diff --git a/cuda-oxide/README.md b/cuda-oxide/README.md index 8820e833a..15b361003 100644 --- a/cuda-oxide/README.md +++ b/cuda-oxide/README.md @@ -375,6 +375,6 @@ cuda-oxide is one of several Rust + GPU efforts under active development. Projec ## License -cuda-oxide is licensed under the Apache License, Version 2.0: [LICENSE](LICENSE). +cuda-oxide is licensed under the Apache License, Version 2.0: [LICENSE](../LICENSE). Third-party components retain the licenses stated in their files; see [dependency-licenses.csv](dependency-licenses.csv) for the tracked license inventory. diff --git a/cuda-oxide/THIRD_PARTY_NOTICES b/cuda-oxide/THIRD_PARTY_NOTICES index 82e2ed68c..9d953a7f4 100644 --- a/cuda-oxide/THIRD_PARTY_NOTICES +++ b/cuda-oxide/THIRD_PARTY_NOTICES @@ -4,7 +4,8 @@ THIRD PARTY NOTICES This file attributes third-party open source software whose source code is embedded in cuda-oxide. -cuda-oxide's own code is licensed under Apache-2.0 (see LICENSE). Third-party +cuda-oxide's own code is licensed under Apache-2.0 (see the LICENSE at the +repository root). Third-party crates that cuda-oxide merely depends on through Cargo are not redistributed here and are therefore not listed below; their licenses are recorded in `dependency-licenses.csv` and enforced by `deny.toml`. @@ -29,7 +30,7 @@ The upstream license texts are retained in place at carries its own identical copies at `crates/fuzzer/rustlantis/rangemap/LICENSE-APACHE` and `crates/fuzzer/rustlantis/rangemap/LICENSE-MIT`. The Apache-2.0 text is -identical to the one in this directory (LICENSE). The MIT text is +identical to the repository's root LICENSE. The MIT text is reproduced here: Permission is hereby granted, free of charge, to any diff --git a/cutile-rs/CONTRIBUTING.md b/cutile-rs/CONTRIBUTING.md deleted file mode 100644 index b18298398..000000000 --- a/cutile-rs/CONTRIBUTING.md +++ /dev/null @@ -1,70 +0,0 @@ -# Contributing to cuTile Rust - -Thank you for your interest in contributing to cuTile Rust! Based on the type of contribution, it will fall into two categories: - -1. You want to report a bug, feature request, or documentation issue: - - File an [issue](https://github.com/NVIDIA/cuda-rust/issues/new/choose) describing what you encountered or what you want to see changed. - - For bug reports, please include the following information: - - Your OS (e.g., Ubuntu 22.04) - - Your GPU and GPU architecture (e.g., NVIDIA A100, sm_80) - - The error you're seeing (full error message / stack trace) - - A minimal example to reproduce the error (if possible) -2. You want to implement a feature, improvement, or bug fix: - - Please ensure that your commits are signed [following GitHub’s instruction](https://docs.github.com/en/authentication/managing-commit-signature-verification/about-commit-signature-verification). - - Before marking your PR as ready for review, please make sure all tests pass and all examples are running via `bash scripts/run_all.sh` (run from the `cutile-rs/` directory of the cuda-rust repository). - -# Branch and PR Naming - -Use a prefix that describes the type of change. - -| Type | Use for | -|---|---| -| `feat` | New features | -| `fix` | Bug fixes | -| `doc` | Documentation changes | -| `refactor` | Code refactoring (no behavior change) | -| `perf` | Performance improvements (no functional change) | -| `test` | Test additions or changes | -| `ci` | CI/CD changes | -| `chore` | Maintenance tasks | - -**Branches** use `/` as a separator: `feat/warp-interop`, `fix/kernel-launch-sync`, `doc/contributing-guide` - -**PR titles** use `:` as a separator, lowercase: `feat: add warp interop support`, `fix: resolve kernel launch sync race`, `doc: update contributing guide` - -# Signing Your Work - -* We require that all contributors "sign-off" on their commits. This certifies that the contribution is your original work, or you have rights to submit it under the same license, or a compatible license. - - * Any contribution which contains commits that are not Signed-Off will not be accepted. - -* To sign off on a commit you simply use the `--signoff` (or `-s`) option when committing your changes: - ```bash - $ git commit -s -m "Add cool feature." - ``` - This will append the following to your commit message: - ``` - Signed-off-by: Your Name - ``` - -# Developer Certificate of Origin (DCO) -``` -Version 1.1 - -Copyright (C) 2004, 2006 The Linux Foundation and its contributors. - -Everyone is permitted to copy and distribute verbatim copies of this license document, but changing it is not allowed. - - -Developer's Certificate of Origin 1.1 - -By making a contribution to this project, I certify that: - - (a) The contribution was created in whole or in part by me and I have the right to submit it under the open source license indicated in the file; or - - (b) The contribution is based upon previous work that, to the best of my knowledge, is covered under an appropriate open source license and I have the right under that license to submit that work with modifications, whether created in whole or in part by me, under the same open source license (unless I am permitted to submit under a different license), as indicated in the file; or - - (c) The contribution was provided directly to me by some other person who certified (a), (b) or (c) and I have not modified it. - - (d) I understand and agree that this project and the contribution are public and that a record of the contribution (including all personal information I submit with it, including my sign-off) is maintained indefinitely and may be redistributed consistent with this project or the open source license(s) involved. -``` diff --git a/cutile-rs/LICENSE b/cutile-rs/LICENSE deleted file mode 100644 index f13d24c3f..000000000 --- a/cutile-rs/LICENSE +++ /dev/null @@ -1,203 +0,0 @@ -Copyright (c) 2026 NVIDIA CORPORATION & AFFILIATES. All rights reserved. - - Apache License - Version 2.0, January 2004 - http://www.apache.org/licenses/ - - TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION - - 1. Definitions. - - "License" shall mean the terms and conditions for use, reproduction, - and distribution as defined by Sections 1 through 9 of this document. - - "Licensor" shall mean the copyright owner or entity authorized by - the copyright owner that is granting the License. - - "Legal Entity" shall mean the union of the acting entity and all - other entities that control, are controlled by, or are under common - control with that entity. For the purposes of this definition, - "control" means (i) the power, direct or indirect, to cause the - direction or management of such entity, whether by contract or - otherwise, or (ii) ownership of fifty percent (50%) or more of the - outstanding shares, or (iii) beneficial ownership of such entity. - - "You" (or "Your") shall mean an individual or Legal Entity - exercising permissions granted by this License. - - "Source" form shall mean the preferred form for making modifications, - including but not limited to software source code, documentation - source, and configuration files. - - "Object" form shall mean any form resulting from mechanical - transformation or translation of a Source form, including but - not limited to compiled object code, generated documentation, - and conversions to other media types. - - "Work" shall mean the work of authorship, whether in Source or - Object form, made available under the License, as indicated by a - copyright notice that is included in or attached to the work - (an example is provided in the Appendix below). - - "Derivative Works" shall mean any work, whether in Source or Object - form, that is based on (or derived from) the Work and for which the - editorial revisions, annotations, elaborations, or other modifications - represent, as a whole, an original work of authorship. For the purposes - of this License, Derivative Works shall not include works that remain - separable from, or merely link (or bind by name) to the interfaces of, - the Work and Derivative Works thereof. - - "Contribution" shall mean any work of authorship, including - the original version of the Work and any modifications or additions - to that Work or Derivative Works thereof, that is intentionally - submitted to Licensor for inclusion in the Work by the copyright owner - or by an individual or Legal Entity authorized to submit on behalf of - the copyright owner. For the purposes of this definition, "submitted" - means any form of electronic, verbal, or written communication sent - to the Licensor or its representatives, including but not limited to - communication on electronic mailing lists, source code control systems, - and issue tracking systems that are managed by, or on behalf of, the - Licensor for the purpose of discussing and improving the Work, but - excluding communication that is conspicuously marked or otherwise - designated in writing by the copyright owner as "Not a Contribution." - - "Contributor" shall mean Licensor and any individual or Legal Entity - on behalf of whom a Contribution has been received by Licensor and - subsequently incorporated within the Work. - - 2. Grant of Copyright License. Subject to the terms and conditions of - this License, each Contributor hereby grants to You a perpetual, - worldwide, non-exclusive, no-charge, royalty-free, irrevocable - copyright license to reproduce, prepare Derivative Works of, - publicly display, publicly perform, sublicense, and distribute the - Work and such Derivative Works in Source or Object form. - - 3. Grant of Patent License. Subject to the terms and conditions of - this License, each Contributor hereby grants to You a perpetual, - worldwide, non-exclusive, no-charge, royalty-free, irrevocable - (except as stated in this section) patent license to make, have made, - use, offer to sell, sell, import, and otherwise transfer the Work, - where such license applies only to those patent claims licensable - by such Contributor that are necessarily infringed by their - Contribution(s) alone or by combination of their Contribution(s) - with the Work to which such Contribution(s) was submitted. If You - institute patent litigation against any entity (including a - cross-claim or counterclaim in a lawsuit) alleging that the Work - or a Contribution incorporated within the Work constitutes direct - or contributory patent infringement, then any patent licenses - granted to You under this License for that Work shall terminate - as of the date such litigation is filed. - - 4. Redistribution. You may reproduce and distribute copies of the - Work or Derivative Works thereof in any medium, with or without - modifications, and in Source or Object form, provided that You - meet the following conditions: - - (a) You must give any other recipients of the Work or - Derivative Works a copy of this License; and - - (b) You must cause any modified files to carry prominent notices - stating that You changed the files; and - - (c) You must retain, in the Source form of any Derivative Works - that You distribute, all copyright, patent, trademark, and - attribution notices from the Source form of the Work, - excluding those notices that do not pertain to any part of - the Derivative Works; and - - (d) If the Work includes a "NOTICE" text file as part of its - distribution, then any Derivative Works that You distribute must - include a readable copy of the attribution notices contained - within such NOTICE file, excluding those notices that do not - pertain to any part of the Derivative Works, in at least one - of the following places: within a NOTICE text file distributed - as part of the Derivative Works; within the Source form or - documentation, if provided along with the Derivative Works; or, - within a display generated by the Derivative Works, if and - wherever such third-party notices normally appear. The contents - of the NOTICE file are for informational purposes only and - do not modify the License. You may add Your own attribution - notices within Derivative Works that You distribute, alongside - or as an addendum to the NOTICE text from the Work, provided - that such additional attribution notices cannot be construed - as modifying the License. - - You may add Your own copyright statement to Your modifications and - may provide additional or different license terms and conditions - for use, reproduction, or distribution of Your modifications, or - for any such Derivative Works as a whole, provided Your use, - reproduction, and distribution of the Work otherwise complies with - the conditions stated in this License. - - 5. Submission of Contributions. Unless You explicitly state otherwise, - any Contribution intentionally submitted for inclusion in the Work - by You to the Licensor shall be under the terms and conditions of - this License, without any additional terms or conditions. - Notwithstanding the above, nothing herein shall supersede or modify - the terms of any separate license agreement you may have executed - with Licensor regarding such Contributions. - - 6. Trademarks. This License does not grant permission to use the trade - names, trademarks, service marks, or product names of the Licensor, - except as required for reasonable and customary use in describing the - origin of the Work and reproducing the content of the NOTICE file. - - 7. Disclaimer of Warranty. Unless required by applicable law or - agreed to in writing, Licensor provides the Work (and each - Contributor provides its Contributions) on an "AS IS" BASIS, - WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or - implied, including, without limitation, any warranties or conditions - of TITLE, NON-INFRINGEMENT, MERCHANTABILITY, or FITNESS FOR A - PARTICULAR PURPOSE. You are solely responsible for determining the - appropriateness of using or redistributing the Work and assume any - risks associated with Your exercise of permissions under this License. - - 8. Limitation of Liability. In no event and under no legal theory, - whether in tort (including negligence), contract, or otherwise, - unless required by applicable law (such as deliberate and grossly - negligent acts) or agreed to in writing, shall any Contributor be - liable to You for damages, including any direct, indirect, special, - incidental, or consequential damages of any character arising as a - result of this License or out of the use or inability to use the - Work (including but not limited to damages for loss of goodwill, - work stoppage, computer failure or malfunction, or any and all - other commercial damages or losses), even if such Contributor - has been advised of the possibility of such damages. - - 9. Accepting Warranty or Additional Liability. While redistributing - the Work or Derivative Works thereof, You may choose to offer, - and charge a fee for, acceptance of support, warranty, indemnity, - or other liability obligations and/or rights consistent with this - License. However, in accepting such obligations, You may act only - on Your own behalf and on Your sole responsibility, not on behalf - of any other Contributor, and only if You agree to indemnify, - defend, and hold each Contributor harmless for any liability - incurred by, or claims asserted against, such Contributor by reason - of your accepting any such warranty or additional liability. - - END OF TERMS AND CONDITIONS - - APPENDIX: How to apply the Apache License to your work. - - To apply the Apache License to your work, attach the following - boilerplate notice, with the fields enclosed by brackets "[]" - replaced with your own identifying information. (Don't include - the brackets!) The text should be enclosed in the appropriate - comment syntax for the file format. We also recommend that a - file or class name and description of purpose be included on the - same "printed page" as the copyright notice for easier - identification within third-party archives. - - Copyright [yyyy] [name of copyright owner] - - Licensed under the Apache License, Version 2.0 (the "License"); - you may not use this file except in compliance with the License. - You may obtain a copy of the License at - - http://www.apache.org/licenses/LICENSE-2.0 - - Unless required by applicable law or agreed to in writing, software - distributed under the License is distributed on an "AS IS" BASIS, - WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - See the License for the specific language governing permissions and - limitations under the License. diff --git a/cutile-rs/README.md b/cutile-rs/README.md index 9779fa46d..6d0c3944b 100644 --- a/cutile-rs/README.md +++ b/cutile-rs/README.md @@ -24,7 +24,7 @@ on the same CUDA stream. ## Project Status We are excited to release this research project as a demonstration of how GPU programming can be made available in the Rust ecosystem. The software is in an early stage and under active development: you should expect bugs, incomplete features, and API breakage as we work to improve it. That being said, we hope you'll be interested to try it in your work and help shape its direction by providing feedback on your experience. -Please check out [CONTRIBUTING.md](https://github.com/NVIDIA/cuda-rust/blob/main/cutile-rs/CONTRIBUTING.md) if you're interested in contributing. +Please check out [CONTRIBUTING.md](https://github.com/NVIDIA/cuda-rust/blob/main/CONTRIBUTING.md) if you're interested in contributing. ## Quick Start