Taichi

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0.5.14

Highlights:
- **CUDA backend**
- Fix `slim_libdevice.bc` shipping on Windows (820) (by **Yuanming Hu**)
- **OpenGL backend**
- Fix NVIDIA GLSL compile freeze by sorting SNodes (808) (by **彭于斌**)

Full changelog:
- [refactor] Miscellaneous & mechanical cleanups (822) (by **Taichi Gardener**)
- [CUDA] Fix `slim_libdevice.bc` shipping on Windows (820) (by **Yuanming Hu**)
- [OpenGL] Fix NVIDIA GLSL compile freeze by sorting SNodes (808) (by **彭于斌**)
- [refactor] Remove `SNodeAttr` and decouple `SNode` from LLVM (817) (by **Yuanming Hu**)
- [async] Parallel compilation infrastructure (816) (by **Yuanming Hu**)
- [example] Improve `mpm128` gravity control (809) (by **彭于斌**)

0.5.13

Highlights:
- **Bug fixes**
- Insert gc tasks only for `pointer` and `dynamic` SNodes (781) (by **Ye Kuang**)
- **Command line interface**
- Fix `ti` commands other than `ti test` (783) (by **Yuanming Hu**)
- **Documentation**
- Improved documentation (747) (by **彭于斌**)
- **Examples**
- Add an Euler equation solver (796) (by **Kenneth Lozes**)
- **Intermediate representation**
- Fix compilation crash when offloading local variables stores/atomic adds (813) (by **xumingkuan**)
- Fix malformed IRs (806) (by **xumingkuan**)
- **Language and syntax**
- Support matrix initialization with a list of vectors (811) (by **Kenneth Lozes**)
- **LLVM backend (CPU and CUDA)**
- Upgrade to LLVM 10 and keep backward compatibility with LLVM 8 (787) (by **Tao He**)
- **OpenGL backend**
- Support range for-loops with non-constant bounds (785) (by **彭于斌**)
- **IR optimization passes**
- Improve local variable optimizations (788) (by **xumingkuan**)

Full changelog:
- [Lang] Support matrix initialization with a list of vectors (811) (by **Kenneth Lozes**)
- [IR] Fix compilation crash when offloading local variables stores/atomic adds (813) (by **xumingkuan**)
- [opt] Avoid storing constants across offloaded tasks (812) (by **xumingkuan**)
- [misc] Update `README.md` (776) (by **Yuanming Hu**)
- [OpenGL] Support range for-loops with non-constant bounds (785) (by **彭于斌**)
- [Example] Add an Euler equation solver (796) (by **Kenneth Lozes**)
- [doc] Add Google code review article PDFs (800) (by **Yuanming Hu**)
- [IR] Fix malformed IRs (806) (by **xumingkuan**)
- [async] Add parallel task executor (805) (by **Yuanming Hu**)
- [ir] Add checks for `loop_var`s and print names for loops (803) (by **xumingkuan**)
- [Opt] Improve local variable optimizations (788) (by **xumingkuan**)
- [misc] Improve type checking error messages (797) (by **Yuanming Hu**)
- [example] Improve mpm_lagrangian_forces.py (799) (by **Yuanming Hu**)
- [doc] Document the Statistics class (795) (by **Yuanming Hu**)
- [metal] Implement range_for using grid stride loop (780) (by **Ye Kuang**)
- [doc] Include a few links to Google Code Health articles in contributor guidelines (789) (by **Yuanming Hu**)
- [Doc] Improved documentation (747) (by **彭于斌**)
- [LLVM] Upgrade to LLVM 10 and keep backward compatibility with LLVM 8 (787) (by **Tao He**)
- [doc] Fix typo (786) (by **xumingkuan**)
- [CLI] Fix `ti` commands other than `ti test` (783) (by **Yuanming Hu**)
- [Bug] [sparse] Insert gc tasks only for `pointer` and `dynamic` SNodes (781) (by **Ye Kuang**)

0.5.12

Notable changes:
- **Language**
- Support `4x4` matrix inverse and determinant (763) (by **KLozes**)
- **Command-line interface**
- Fix `ti test --arch ...` (764) (by **彭于斌**)
- **Examples**
- Add 2D stable fluids example (748) (by **Ye Kuang**)
- **PyPI package**
- Package name changed from `taichi-nightly` to `taichi` (762) (by **Yuanming Hu**)
- [Full log](https://github.com/taichi-dev/taichi/releases/tag/0.5.12)

Full changelog:
- [cli] Add `TI_GDB_TRIGGER` environment variable (766) (by **彭于斌**)
- [misc] Update Jenkinsfile (by **Yuanming Hu**)
- [cli] Fix `ti test` (774) (by **Yuanming Hu**)
- [misc] Update `README.md` (767) (by **Yuanming Hu**)
- [refactor] [opt] Move LocalLoadSearcher and 2 other classes to irpass::analysis (771) (by **xumingkuan**)
- [ir] [refactor] Slim ir.h and reduce build time by ~4% (761) (by **xumingkuan**)
- [CLI] Fix `ti test --arch ...` (764) (by **彭于斌**)
- [opengl] GLFW 3.3.2 is now included as a submodule (760) (by **Yuanming Hu**)
- [lang] Support 4x4 matrix inverse and determinant (763) (by **KLozes**)
- [PyPI] Package name changed from `taichi-nightly` to `taichi` (762) (by **Yuanming Hu**)
- [misc] Unify include format (759) (by **Taichi Gardener**)
- [Example] Add 2D stable fluids example (748) (by **Ye Kuang**)

0.5.11

Notable changes:
- **Automatic differentiation**
- Fix floating-point type-cast gradients (687) (by **Yuanming Hu**)
- **CUDA backend**
- PyPI package `taichi-nightly` now covers CUDA 10.X on Windows and Linux (756) (by **Yuanming Hu**)
- **Examples**
- Add `game_of_life.py` (741) (by **彭于斌**)
- Fix `examples/regression.py` (757) (by **Quan Wang**)
- **GUI**
- Support SPACE key (749) (by **Ye Kuang**)
- Fix blinking particles and random segmentation faults in `ti.GUI.circles` (755) (by **Yuanming Hu**)
- **Language and syntax**
- Support `continue` on all backends (716) (by **Ye Kuang**)
- **LLVM backend (CPU and CUDA)**
- Fix LLVM struct-for codegen crashing due to extra return 704 (707) (by **Yuanming Hu**)
- **Metal backend**
- Support `ti.random()` on Metal (710) (by **Ye Kuang**)
- **OpenGL backend**
- Support NVIDIA GLSL compiler (666) (by **彭于斌**)
- 64-bit data type support (717) (by **彭于斌**)
- Support more than one external array arguments (694) (by **彭于斌**)
- **IR and Optimization**
- More Taichi IR standardization and optimization (656) (by **xumingkuan**)

Full changelog:
- [CUDA] limit memory allocation chunk size 128 MB (758) (by **Yuanming Hu**)
- [CUDA] PyPI package `taichi-nightly` now covers CUDA 10.X on Windows and Linux (756) (by **Yuanming Hu**)
- [Example] Fix `examples/regression.py` (757) (by **Quan Wang**)
- [ir] [refactor] Move all passes that do not change IR into `irpass::analysis` (754) (by **xumingkuan**)
- [GUI] Fix blinking particles and random segmentation faults in `ti.GUI.circles` (755) (by **Yuanming Hu**)
- [misc] Fix dynamic node out-of-bound checker (752) (by **Yuanming Hu**)
- [doc] Update `syntax.rst` to include `ti.sqrt`, `ti.asin`, `ti.acos` and `x ** y` (753) (by **Quan Wang**)
- [refactor] Remove vprintf in runtime/llvm/runtime.cpp to avoid name conflicts (750) (by **Yuanming Hu**)
- [misc] Update Jenkinsfile (by **Yuanming Hu**)
- [GUI][Metal] Support SPACE key (749) (by **Ye Kuang**)
- [OpenGL] 64-bit data type support (717) (by **彭于斌**)
- [cli] Better `ti test` to test single cpp file and no cpp test when testing python(s) (724) (by **彭于斌**)
- [ir] [refactor] Simplify statement visitors (744) (by **xumingkuan**)
- [async] Benchmark infrastructure (743) (by **Yuanming Hu**)
- [opt] Move common statements in true/false branches outside if's (727) (by **xumingkuan**)
- [opengl] Add `check_opengl_error` to prevent potential segfaults (728) (by **彭于斌**)
- [Example] Add `game_of_life.py` (741) (by **彭于斌**)
- [ir] [refactor] Add a `verify` pass to find out illegal IRs, and remove OffloadedStmt::begin_stmt/end_stmt (731) (by **xumingkuan**)
- [cli] Improve `ti` header message (715) (by **Ye Kuang**)
- [metal][refactor] Use `compile_to_offloads()` in codegen (738) (by **Ye Kuang**)
- [ir] Fix adjoint alloca location in `make_adjoint` (734) (by **Yuanming Hu**)
- [ir] Fix out-of-scope operands during offloading (730) (by **Yuanming Hu**)
- [metal] Refactor the codegen to have multiple code sections (733) (by **Ye Kuang**)
- [ir] [refactor] BasicStmtVisitor includes Frontend sstatements (732) (by **彭于斌**)
- [infra] AppVeyor triggers format server when `[format]` included as substrings in commit messages (725) (by **彭于斌**)
- [opengl] [refactor] Remove the global `no_gc` in `opengl_codegen.cpp` (723) (by **Ye Kuang**)
- [Lang] Support `continue` on all backends (716) (by **Ye Kuang**)
- [ir] Add assertions of `Alloca`s in the constructors of LocalAddress and LocalStoreStmt (by **xumingkuan**)
- [CUDA] Improve CUDA build portability with run-time driver loading (714) (by **Yuanming Hu**)
- [infra] Windows stack backtrace (720) (by **xumingkuan**)
- [ir][refactor] Use const & in function arguments to avoid copying (718) (by **xumingkuan**)
- [opengl] [refactor] Fix memory leakages using modern C++ memory management features (696) (by **彭于斌**)
- [ir] Fix compilation crash when passing global pointer to if statements (713) (by **Yuanming Hu**)
- [test] Make `test_struct_for_branching` run on archs with `pointer` (712) (by **Ye Kuang**)
- [Metal] Support `ti.random()` on Metal (710) (by **Ye Kuang**)
- [refactor] SNode now uses unique_ptr instead of shared_ptr for clearer children ownership (705) (by **Yuanming Hu**)
- [LLVM] Fix LLVM struct-for codegen crashing due to extra return 704 (707) (by **Yuanming Hu**)
- [metal] Skip `listgen` for leaf Snode (699) (by **Ye Kuang**)
- [refactor] CUDA-related infrastructure (706) (by **Yuanming Hu**)
- [OpenGL] Support more than one external array arguments (694) (by **彭于斌**)
- [ir] Add a function to test if two IRNodes are equivalent (683) (by **xumingkuan**)
- [refactor] Create `taichi/codegen/codegen_llvm.cpp` and outline class member definitions (702) (by **Taichi Gardener**)
- [refactor] Extract Taichi IR compilation from KernelCodeGen (700) (by **Yuanming Hu**)
- [async] AsyncEngine infrastructure (698) (by **Yuanming Hu**)
- [metal] Fix tests that require 64-bit data (697) (by **Ye Kuang**)
- [opengl] Improved randomness of PRNGs across each launch (692) (by **彭于斌**)
- [OpenGL] Support NVIDIA GLSL compiler (666) (by **彭于斌**)
- [metal] Fix bug in Metal listgen where it goes beyond the capacity (691) (by **Ye Kuang**)
- [ir] Add statement field manager (690) (by **Yuanming Hu**)
- [misc] Enforce the use of include "taichi/..." (688) (by **Taichi Gardener**)
- [AutoDiff] Fix floating-point type-cast gradients (687) (by **Yuanming Hu**)
- [metal] Use grid-stride loop to implement `listgen` kernels (682) (by **Ye Kuang**)
- [refactor] Remove `llvm::Value *Stmt::value` (686) (by **Yuanming Hu**)
- [refactor] Removed `Stmt::adjoint` (685) (by **Yuanming Hu**)
- [lang] Fix ti.static(ti.grouped(...)) syntax checker (681) (by **xumingkuan**)

0.5.10

Notable changes:
- (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**)
- **CLI**
- `ti test` now supports `-t/--threads` for specifying number of testing threads (674) (by **Yuanming Hu**)

Full changelog:
- [Infra] `ti test` now supports `-t/--threads` for specifying number of testing threads (674) (by **Yuanming Hu**)
- [Lang] Fix `ti.static(ti.grouped(ti.ndrange(...)))` syntax checker false positive (680) (by **Yuanming Hu**)
- [misc] Removed useless files (by **Taichi Gardener**)
- [misc] Update README.md (by **Yuanming Hu**)

0.5.9

Notable changes:
- (Mar 28, 2020) v0.5.9 released
- **CPU & CUDA backends**
- 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 changelog:
- [misc] `misc/make_changelog.py` for automatically generating changelogs (679) (by **Yuanming Hu**)
- [metal] Simplify Metal backend's namings (675) (by **Ye Kuang**)
- [CPU][CUDA] Support `bitmasked` as the leaf block structure for `1x1x1` masks (676) (by **Yuanming Hu**)
- [Infra] 6x faster compilation on CPU backends (673) (by **Yuanming Hu**)
- [misc] Improve format server stability (672) (by **Yuanming Hu**)
- [ir] Basic function definition/call instructions (612) (by **彭于斌**)
- [Lang] Simplify dense.bitmasked to bitmasked (670) (by **Ye Kuang**)
- [misc] Fixed format server file coverage (669) (by **Yuanming Hu**)
- [Opt] Merge adjacent if's with identical conditions (668) (by **xumingkuan**)
- [metal] Move platform/metal to backends/metal (667) (by **Ye Kuang**)
- [ir] Added irpass::gather_statements (665) (by **Yuanming Hu**)
- [Opt] Dive into container statements to find local loads/stores for optimization, and optimize loads of new allocas to 0 (662) (by **xumingkuan**)
- [Metal] Changes to enable `bitmasked` on Metal! (661) (by **Ye Kuang**)
- [Doc] Updated contributor guideline (658) (by **Yuanming Hu**)
- [misc] Introduced a temporary boolean constant for benchmarking advanced optimizations (657) (by **xumingkuan**)
- [misc] v0.5.8 README (654) (by **Yuanming Hu**)
- Fixed MGPCG (652) (by **Yuanming Hu**)
- Refactor ASTTransformer.visit_For and fix a bug on grouped ndrange loops (648) (by **xumingkuan**)
- [Metal] Silence compile warning with [[maybe_unused]] (650) (by **Ye Kuang**)
- add LineAppender for OpenGL too 643 (651) (by **彭于斌**)
- Support break in non-parallel for statements by translate range-for into while 578 (583) (by **彭于斌**)
- [Metal] Add bitmasked support in MetalRuntime (638) (by **Ye Kuang**)

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