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<div align="center"> | ||
<img width="500px" src="https://github.com/yuanming-hu/taichi/raw/master/misc/logo.png"> | ||
<h3> <a href="https://taichi.readthedocs.io/en/latest/"> Documentation </a> | <a href="https://taichi.readthedocs.io/en/latest/hello.html"> Tutorial </a> | <a href="https://github.com/yuanming-hu/difftaichi"> DiffTaichi </a> | <a href="https://github.com/yuanming-hu/taichi/tree/master/examples"> Examples </a> | <a href="https://taichi.readthedocs.io/en/latest/contributor_guide.html"> Contribute </a> | <a href="https://forum.taichi.graphics/"> Forum </a> </h3> | ||
<h3> <a href="https://taichi.readthedocs.io/en/latest/"> Documentation </a> | <a href="https://taichi.readthedocs.io/en/latest/hello.html"> Tutorial </a> | <a href="https://github.com/yuanming-hu/difftaichi"> DiffTaichi </a> | <a href="https://github.com/yuanming-hu/taichi/tree/master/examples"> Examples </a> | <a href="https://taichi.readthedocs.io/en/latest/contributor_guide.html"> Contributor Guidelines </a> | <a href="https://forum.taichi.graphics/"> Forum </a> </h3> | ||
</div> | ||
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## Install [](https://pepy.tech/project/taichi-nightly) | ||
### Installation [](https://pepy.tech/project/taichi-nightly) | ||
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```bash | ||
python3 -m pip install taichi | ||
``` | ||
**Supported environments:** | ||
- OS: Windows, Linux, and OS X | ||
- Python: 3.6/3.7/3.8 | ||
- Backends: x64 CPUs/CUDA/Apple Metal. | ||
- Build from source if you work in other environments (e.g., you need the OpenGL backend or your CPU is ARM). | ||
**Supported OS**: Windows, Linux, and OS X; **Python**: 3.6/3.7/3.8; **Backends**: x64 CPUs/CUDA/Apple Metal. | ||
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Please build from source for other configurations (e.g., you need the experimental OpenGL backend or your CPU is ARM). | ||
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**Note:** | ||
- Starting April 12 2020 (v0.5.11), we release the Python package [`taichi`](https://pypi.org/project/taichi/) instead of [`taichi-nightly`](https://pypi.org/project/taichi-nightly/). This PyPI package has CPU, CUDA 10 and Metal support. | ||
- Starting April 13 2020 (v0.5.12), we release the Python package [`taichi`](https://pypi.org/project/taichi/) instead of [`taichi-nightly`](https://pypi.org/project/taichi-nightly/). This PyPI package has CPU, CUDA 10 and Metal support. | ||
- On Ubuntu 19.04+, please `sudo apt install libtinfo5`. | ||
- On Windows, please install [Microsoft Visual C++ Redistributable](https://aka.ms/vs/16/release/vc_redist.x64.exe) if you haven't. | ||
- [[Change log]](changelog.md) | ||
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|| **Linux (CUDA)** | **OS X (10.14+)** | **Windows** | **Documentation**| | ||
|:------|:-----|:-----|:-----|:-----| | ||
|**Build**|[](http://f11.csail.mit.edu:8080/job/taichi/)| [](https://travis-ci.com/taichi-dev/taichi) | [](https://ci.appveyor.com/project/yuanming-hu/taichi/branch/master)| [](http://taichi.readthedocs.io/en/latest/?badge=latest)| | ||
|**PyPI**|[](https://travis-ci.com/yuanming-hu/taichi-wheels-test)|[](https://travis-ci.com/yuanming-hu/taichi-wheels-test)|[](https://ci.appveyor.com/project/IteratorAdvance/taichi-wheels-test)| | | ||
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## [Contribution Guidelines](https://taichi.readthedocs.io/en/latest/contributor_guide.html) | ||
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## Updates | ||
- (Mar 29, 2020) v0.5.10 released | ||
- **Language and syntax** | ||
- Fix `ti.static(ti.grouped(ti.ndrange(...)))` syntax checker false positive (#680) (by **Yuanming Hu**) | ||
- **Command line interface** | ||
- `ti test` now supports `-t/--threads` for specifying number of testing threads (#674) (by **Yuanming Hu**) | ||
- [Full log](https://github.com/taichi-dev/taichi/releases/tag/0.5.10) | ||
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- (Mar 28, 2020) v0.5.9 released | ||
- **CPU backends** | ||
- Support `bitmasked` as the leaf block structure for `1x1x1` masks (#676) (by **Yuanming Hu**) | ||
- **CUDA backend** | ||
- Support `bitmasked` as the leaf block structure for `1x1x1` masks (#676) (by **Yuanming Hu**) | ||
- **Documentation** | ||
- Updated contributor guideline (#658) (by **Yuanming Hu**) | ||
- **Infrastructure** | ||
- 6x faster compilation on CPU/CUDA backends (#673) (by **Yuanming Hu**) | ||
- **Language and syntax** | ||
- Simplify dense.bitmasked to bitmasked (#670) (by **Ye Kuang**) | ||
- Support break in non-parallel for statements (#583) (by **彭于斌**) | ||
- **Metal backend** | ||
- Enable `bitmasked` on Metal (#661) (by **Ye Kuang**) | ||
- Silence compile warnings (#650) (by **Ye Kuang**) | ||
- **Optimization** | ||
- Improved Taichi IR optimizers (#662) (#668) (by **xumingkuan**) | ||
- [Full log](https://github.com/taichi-dev/taichi/releases/tag/0.5.9) | ||
- (Mar 24, 2020) v0.5.8 released. Visible/notable changes: | ||
- **Language features** | ||
- Access out-of-bound checking on CPU backends (#572) (by **xumingkuan**) | ||
- Testable device-side assertion failures on CPUs (#605) (by **xumingkuan**) | ||
- Added `Expr.copy_from` (by **Yuanming Hu**) | ||
- Added `ti.Vector.unit` to generate unit vectors (by **Yuanming Hu**) | ||
- Use `a = ti.static(a_very_long_variable)` for easy aliasing [[doc]](https://taichi.readthedocs.io/en/latest/syntax_sugars.html#aliases) (#587) (by **彭于斌** and **KLozes**) | ||
- Added `ti.atomic_min`, `ti.atomic_max`, `ti.atomic_bit_or`, `ti.atomic_bit_and`, `ti.atomic_bit_xor` (CPU and CUDA by **KLozes**, OpenGL by **彭于斌**, Metal by **Ye Kuang**) | ||
- **Differentiable programming** | ||
- Experimental support for automatically differentiating through conditional global load/stores (by **Yuanming Hu**) | ||
- **Bug fixes** | ||
- Fixed stack traceback printing on OS X (#610) (by **Yuanming Hu**) | ||
- **CLI** | ||
- `ti format` now cover all files from upstream/master to the working tree (#629) (by **Ye Kuang**) | ||
- `ti test` now uses `argparse` for better customizability (#601) (by **彭于斌**) | ||
- **OpenGL backend** | ||
- OpenGL Compute Shader backend will officially release very soon with v0.6! (by **彭于斌**) | ||
- **Metal backend** | ||
- Metal backend sparsity support work in progress (by **Ye Kuang**) | ||
- **Examples** | ||
- Added `examples/mgpcg.py` (#573) (by **KLozes**) | ||
- Added `examples/sdf_renderer.py` (by **Yuanming Hu**) | ||
- Added `examples/mgpcg_advanced.py` (#573) (by **Yuanming Hu**) | ||
- [Full log](https://github.com/taichi-dev/taichi/releases/tag/0.5.8) | ||
- (Mar 4, 2020) v0.5.7 released | ||
- **Deprecated `ti.classfunc`. Please simply use `ti.func`, even if you are decorating a class member function** | ||
- Upgrade spdlog from 0.14.0 to 1.5.0 with git submodule (#565) (by **Mingkuan Xu [xumingkuan]**) | ||
- Metal backend refactored (by **Ye Kuang [k-ye]**) | ||
- Fixed infinitely looping signal handlers | ||
- Fixed `ti test` on release mode | ||
- Doc updated | ||
- [Full history](changelog.md) | ||
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## Related papers | ||
- [**(ICLR 2020) Differentiable Programming for Physical Simulation**](https://arxiv.org/abs/1910.00935) [[Video]](https://www.youtube.com/watch?v=Z1xvAZve9aE) [[BibTex]](https://raw.githubusercontent.com/yuanming-hu/taichi/master/misc/difftaichi_bibtex.txt) [[Code]](https://github.com/yuanming-hu/difftaichi) | ||
- by *Yuanming Hu, Luke Anderson, Tzu-Mao Li, Qi Sun, Nathan Carr, Jonathan Ragan-Kelley, and Frédo Durand* | ||
- [**(SIGGRAPH Asia 2019) High-Performance Computation on Sparse Data Structures**](http://taichi.graphics/wp-content/uploads/2019/09/taichi_lang.pdf) [[Video]](https://youtu.be/wKw8LMF3Djo) [[BibTex]](https://raw.githubusercontent.com/yuanming-hu/taichi/master/misc/taichi_bibtex.txt) [[Code]](https://github.com/taichi-dev/taichi) | ||
- by *Yuanming Hu, Tzu-Mao Li, Luke Anderson, Jonathan Ragan-Kelley, and Frédo Durand* | ||
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<div align="center"> | ||
<img width="800px" src="https://github.com/taichi-dev/taichi/blob/master/docs/life_of_kernel_lowres.jpg"> | ||
</div> | ||
|**PyPI**|[](https://travis-ci.com/yuanming-hu/taichi-wheels-test)|[](https://travis-ci.com/yuanming-hu/taichi-wheels-test)|[](https://ci.appveyor.com/project/yuanming-hu/taichi-wheels-test) | |
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