chore(deps): update dependency flashinfer-python to v0.5.3 - abandoned #206

konflux-internal-p02 · 2025-11-07T16:19:20Z

This PR contains the following updates:

Package	Change	Age	Confidence
flashinfer-python	`==0.3.1` -> `==0.5.3`

Release Notes

flashinfer-ai/flashinfer (flashinfer-python)

`v0.5.3`

Compare Source

What's Changed

perf: improve sampling/mask/softmax performance (part 1/2) by @yzh119 in #2044
misc: Add XQA decode to microbenchmark for sm90 and sm120 by @bkryu in #2055
test: Skip unsupported SM Archs for newly added trtllm MoE test by @bkryu in #2060
feat: suitable_auto_backends to prune auto backends, bmm_fp8 refactor, heuristic_func intake by @jimmyzho in #2029
update trtllm cutlass moe by @nv-yunzheq in #2020
perf: Optimize helper max/minmax function in sampling.cuh by @bkryu in #2058
[DSV3] Optimized Router Gemm by @nvmbreughe in #2019
Fix moe fp8 failure for sm121 by @yongwww in #2061
perf: TRT-LLM MoE Block-FP8 activation optimization by @nekorobov in #2063
[feat] Refactor trtllmgen MOE and add Bf16 trtllmgen moe by @jiahanc in #2014
Fix: several bugs/issues with trtllm-gen attention kernels. by @PerkzZheng in #2062
refactor: remove MetaInfoHash class by @yzh119 in #2064
chore: Update CODEOWNERS by @flashinfer-bot in #2067
feat: add xqa mla backend by @qsang-nv in #2053
Enable renormalize(naive) routing for fp8 per-tensor by @IwakuraRein in #2030
unittest: improve the efficiency of xqa unittests by @yzh119 in #2075
minor: canonicalize TFLOPS calculation by @Edenzzzz in #2069
fix: fix test_trtllm_gen_attention when max_seq_len < page_size by @dongjiyingdjy in #2076
enable xqa fp8 output by @qsang-nv in #2081
chore: update requires-python in pyproject.toml by @raayandhar in #2080
[Test] Optimize test_trtllm_gen_fused_moe.py by @jiahanc in #2072
test: Change incorrect inputs in test_hopper.py by @bkryu in #2083
[NVIDIA] Thor & Spark Support by @johnnynunez in #2028
[API change] deprecate tile_token_dim in trtllm_moe by @jiahanc in #2086
[Feature] Support batch prefill for POD Attention by @AKKamath in #2079
Patch sm103 for 3xfp4 moe generation by @aleozlx in #2082
MNNVL All Reduce for large number of tokens by @nvmbreughe in #2074
perf: TRT-LLM Gen finalize kernel optimization by @nekorobov in #2092
refactor: update dpsk fused_moe test [1] by @yyihuang in #2088
chore: update thor cuda arch (from 110f to 110a) by @yzh119 in #2096
perf: enable pdl for cutlass fp4 gemm by @yzh119 in #2095
chore: Update CODEOWNERS by @flashinfer-bot in #2098
feat: Add flashinfer.rope.rope_quantize_fp8_append_paged_kv_cache (fused RoPE + Q + KV cache, supports MLA/GQA/MHA) by @kahyunnam in #2037
[API change] Allow using torch.Tensor for scales for trtllm-gen attention by @IwakuraRein in #2084
refactor: update dpsk fused_moe test [2] by @yyihuang in #2097
hotfix: rename moe/test_utils.py to moe/utils.py by @yzh119 in #2106
[DSR1] Added MLA test by @nvmbreughe in #2100
test: Enable testing for trtllm-gen decode bs1 by @bkryu in #2103
[DSV3] Optimized routing kernels dsv3 by @nv-yunzheq in #2099
feature: make the LSE returned by MLA support base 2 or e #2113 by @staugust in #2114
update xqa license by @qsang-nv in #2117
add tensor scale input for xqa by @qsang-nv in #2110
hotfix: add 9.0a to README and installation doc by @yzh119 in #2112
ci/cd: add nvidia-ml-py to requirments of build-system of flashinfer-cubin by @yzh119 in #2123

New Contributors

@nekorobov made their first contribution in #2063
@dongjiyingdjy made their first contribution in #2076
@johnnynunez made their first contribution in #2028
@staugust made their first contribution in #2114

Full Changelog: flashinfer-ai/flashinfer@v0.5.2...v0.5.3

`v0.5.2`

Compare Source

What's Changed

ci: Update cudnn version requirements in CI container by @bkryu in #2039
test: Mark test_fp8_prefill.py as xfail on SM90 by @bkryu in #2038
Update Docker CI tags to 2025110-d528f0c by @flashinfer-bot in #2041
bugfix: fix failed unittest test_green_ctx and test_jit_example on spark (sm_121) by @yzh119 in #1951
perf: Speed up fp4 quantization for small batch with swizzling for cutlass MoE by @bkryu in #2025
Support cc common check decorator for empty backends by @jimmyzho in #2015
use scalar for kv_scale in xqa by @qsang-nv in #2033
fix: support both pip and uv pip for finding flashinfer-python package by @djmmoss in #2043
test: Fix test_sampling.py on Spark by @bkryu in #2042
Fix dtype of output scales from mnnvl_moe_alltoallv_prepare_without_allgather by @trevor-m in #2048
Update trtllm-gen fused moe routing kernel and add more kernels by @jiahanc in #1955
chore: Update CODEOWNERS by @flashinfer-bot in #1984
Add support for topkPacked input in block-level renormalize by @ChristinaZ in #2051
test: Skip test_fp8_quantize.py on Hopper by @bkryu in #2052
[BUG] Fix trtllm-gen fp4 moe renormalize routing by @IwakuraRein in #2049
release: Bump version for v0.5.2 release by @bkryu in #2057

Full Changelog: flashinfer-ai/flashinfer@v0.5.1...v0.5.2

`v0.5.1`

Compare Source

What's Changed

test: Enable xfailed trtllm decode long seqlen tests and update microbenchmark by @bkryu in #2018
Updated decorator to support unspecified default by @nvmbreughe in #2026
release: Bump version for v0.5.1 release by @bkryu in #2031

Full Changelog: flashinfer-ai/flashinfer@v0.5.0...v0.5.1

`v0.5.0`

Compare Source

What's Changed

fix vllm graph register and add test by @NVShreyas in #1894
Support checks PoC by @nvmbreughe in #1809
chore: Restore FLASHINFER_LOCAL_VERSION environment variable by @yzh119 in #1934
chore: fix wheel license packaging issues by @yzh119 in #1932
Add layernorm op for inputs of mixed dtype by @akhilg-nv in #1926
fixbug: fix devcontainer context by @cyx-6 in #1938
MLA RoPE + quantization fused kernel: shape generalization for MHA / GQA by @kahyunnam in #1924
ci: limit max_jobs for arm64 jit wheel cache build on CI by @yzh119 in #1943
Add realistic bench for persistent kernel by @Edenzzzz in #1942
Add junit xml flags back to reorganized test script by @dierksen in #1940
fix get max_q_len in page prefill plan by @ZhuJiaqi9905 in #1930
ci: Create Github Action to Automate CODEOWNER update by @yzh119 in #1870
chore: Update CODEOWNERS by @github-actions[bot] in #1871
chore: use flashinfer-bot account to create auto pull requests in release-ci-docker workflow by @yzh119 in #1944
Update Docker CI tags to 2025101-dbdf533 by @flashinfer-bot in #1945
Fix #1641: Use /usr/local/cuda as default CUDA_HOME if possible, like torch.utils.cpp_extension.CUDA_HOME by @netanel-haber in #1948
Fix bias dtype by @wenscarl in #1876
chore: rename FLASHINFER_JIT_VERBOSE to FLASHINFER_JIT_DEBUG for clarity by @yzh119 in #1946
fix: Fix trtllm-gen prefill IMA when batch_size==1 by @bkryu in #1912
Feature: Support Relu2 activation in fused MoE by @amirkl94 in #1954
fix: Add cutlass as an mm_fp4 backend in compute capability 12.0 in benchmark code by @bkryu in #1959
Update the routing for TRTLLMGEN to support kimi k2 and qwen by @ChristinaZ in #1831
unittest: fix deepgemm sha256 by @yzh119 in #1953
misc: Update artifacts docstring and MetaInfoHash by @jimmyzho in #1967
silu_and_mul nvfp4 quanization fusion rework by @wenscarl in #1927
unittest: fix test_artifacts.py by @yzh119 in #1950
chore: update the list of authorized codeowners by @yzh119 in #1970
Added heuristic for trtllm_allreduce_fusion by @nvjullin in #1972
Bump tvm ffi to stable version 0.1.0 by @cyx-6 in #1960
Update Docker CI tags to 2025102-0e48aaf by @flashinfer-bot in #1975
fix: Make attention microbenchmark correctly use page table by @bkryu in #1976
fix: Skipping attention sink Blackwell test outside of Blackwell by @bkryu in #1978
feat: enable deepgemm jit for fp8 block-scale on SM90 by @djmmoss in #1969
chore: Update CODEOWNERS by @flashinfer-bot in #1949
fix: correct PDL parameter handling in RopeQuantize kernel by @cicirori in #1982
Fix: Verify scales are not None for Cutlass FP8 FusedMoE by @amirkl94 in #1961
feat: add xqa fp8 mha and fp8 kv cache by @qsang-nv in #1769
unittest: fix failed unittest on hopper by @yzh119 in #1952
docs: Update documented versioning scheme to right-shifted semver by @sricketts in #1990
Bugfix: Change get() -> GetDLTensorPtr() in cutlass FusedMoE validations by @amirkl94 in #1995
unittest: Add SM arch checks to skip unsupported tests on Hopper by @bkryu in #1998
Added workspace check and reflected this in test by @nvmbreughe in #1991
minor fix for xqa by @qsang-nv in #1994
Feature: Add support for L40 FusedMoE in cutlass path by @amirkl94 in #1973
unittest: Add head dim 256 test cases and mark as xfail by @bkryu in #1999
feat: autotune tile_tokens_dim in trtllm-gen MOE by @jiahanc in #1980
Fix trtllm-gen attention illegal memory access by @Tom-Zheng in #2002
release: Bump version for v0.5.0rc1 release; by @bkryu in #2008
bugfix: fix regex in update wheel index script by @yzh119 in #2009
fix: Enable SM121 for mm_fp4 by @bkryu in #2012
fix: ensure SM120/121 SFA/SFB contiguity by @yongwww in #1963
More realistic bench for POD Attn by @Edenzzzz in #2013
Feature: Support non-gated activation in cutlass fused MoE nvfp4 by @omera-nv in #2011
feat: add xqa backend and completes NHD/HND coverage for trtllm-gen/xqa backend by @qsang-nv in #2001

New Contributors

@NVShreyas made their first contribution in #1894
@akhilg-nv made their first contribution in #1926
@ZhuJiaqi9905 made their first contribution in #1930
@flashinfer-bot made their first contribution in #1945
@netanel-haber made their first contribution in #1948
@ChristinaZ made their first contribution in #1831
@cicirori made their first contribution in #1982
@Tom-Zheng made their first contribution in #2002
@omera-nv made their first contribution in #2011

Full Changelog: flashinfer-ai/flashinfer@v0.4.1...v0.5.0

`v0.4.1`

Compare Source

What's Changed

fix: fix the failed sampling unittest on 5090 by @yzh119 in #1886
Updated to latest docker tag by @nvmbreughe in #1889
Fix: Prevent race condition in cubin loader when file is being consumed by @yzh119 in #1852
Improve graph caching of cudnn graph by @Anerudhan in #1887
misc: Various Updates to Attention Microbenchmark Suite by @bkryu in #1891
docs: Fix installation instructions for CUDA-specific package URLs by @yzh119 in #1893
docker image improvements by @nvmbreughe in #1890
tests: Add batch size 1 cases to test_trtllm_gen_attention.py that fail, marked xfail by @bkryu in #1897
Ensure docker installs the torch version we need by @nvmbreughe in #1901
bugfix: exclude tests/utils/test_load_cubin_compile_race_condition.py from pytest by @yzh119 in #1907
ci: use self-hosted runner for building docker containers by @yzh119 in #1908
feat: Add FP4 TRTLLM-Gen throughput MOE batched gemms by @jiahanc in #1882
Update Docker CI tags to 2025101-8d072e6 by @github-actions[bot] in #1915
ci/cd: consolidate release workflow by @yzh119 in #1910
bugfix: fix cli error when cuda toolkit is not installed by @yzh119 in #1905
feat: trtrllm-gen global scaled FP8 GEMMs by @hypdeb in #1829
feat:enable fp8 blockscale moe for fused cultass for sm90 by @djmmoss in #1819
use ffi::TensorView instead of ffi::Tensor by @cyx-6 in #1844
Minor updates to cubin_loader.py download_file to avoid race condition on temporary file by @nvjullin in #1918
chore: make cache directory flashinfer-version specific by @yzh119 in #1920
misc: checksum check when downloading artifacts by @jimmyzho in #1761
release: bump version v0.4.1 by @yzh119 in #1921

New Contributors

@jiahanc made their first contribution in #1882

Full Changelog: flashinfer-ai/flashinfer@v0.4.0...v0.4.1

`v0.4.0`

Compare Source

What's Changed

perf: Enable SplitK and fix autotuner for trtllm fp4 fused moe by @stslxg-nv in #1548
bugfix: Fix FLOPS calculation for bench_trtllm_gen_mla.py by @RayWang96 in #1640
feat: add support of fp4_batched_quantize by @yicwang in #1633
fix: zero-init workspace buffer for trtllm-gen fmha by @yyihuang in #1643
misc: Add the keyword "template" to member template specialization by @tomflinda in #1246
chore: Switch pynvml to nvidia-ml-py by @toulzx in #1650
[TVM] Rename NDArray -> Tensor by @MasterJH5574 in #1651
misc: remove unused load_cuda_ops function by @yzh119 in #1649
feat: Add k_scale and v_scale to persistent attention by @Edenzzzz in #1322
misc: add script to analyzer code owners from git history by @yzh119 in #1653
Tiny allow compiling with line info and release moe by @fzyzcjy in #1659
Speedup MLARopeQuantize by 20-35% by @fzyzcjy in #1660
Add benchmark for MLARopeQuantize by @fzyzcjy in #1656
Added mx_fp4 support using the cudnn backend by @nvmbreughe in #1644
feat: Support s_qo < s_kv for prefill in flashinfer_benchmark.py and benchmark minor updates by @bkryu in #1664
test: update fused_moe test to random scale factor by @yyihuang in #1665
perf&bugfix: skip kv-tile computation out of sliding window in FA2; fix __syncthreads in mergestate by @happierpig in #1661
[Hotfix] test_fp4_quantize.py failure on sm103 by @sunghyunp-nvdia in #1666
benchmark: add cupti support to benchmark by @nv-yunzheq in #1662
TGV GEMM as a BF16 backend alternative to cuBLAS by @yangs75 in #1668
feat: Add variant.OutputTransform() to decode kernels by @gau-nernst in #1670
ci: collect module status and update flashinfer-cli by @yzh119 in #1676
feat: Batch-size invariant FA2 Prefill & Decode by @Edenzzzz in #1675
test: better fp8 quantization init for fused_moe test by @yyihuang in #1674
Support output signals for overlapping for cutedsl gemm by @fzyzcjy in #1677
[misc] add a wrapper class for attention sink jit args by @happierpig in #1679
[TVM] Default fixed_split_size value in TVM binding by @MasterJH5574 in #1680
Update TGV GEMM default kernel and TGV code cleanup. by @yangs75 in #1682
perf: improve performance of cutlass fmha by @yzh119 in #1681
fix: correct the sm version number in cutlass_fused_moe_module for rtx pro 6000 by @yongwww in #1683
Refactor Blackwell unit test scripts by @dierksen in #1667
bugfix: increase workspace to make unit test pass by @nv-yunzheq in #1684
Update deepgemm backend for 103a by @kahyunnam in #1694
gemm: Enabled alpha with the mx_fp4 format by @nvmbreughe in #1688
hotfix: Hotfix for test_pod_kernels.py on B300 by @sunghyunp-nvdia in #1698
misc: Do not use the limited API with free-threaded Python by @rostan-t in #1687
Remove incorrect method call "isdigit" on number type by @HelloCard in #1699
ci: fix prefill attention unittests by @yzh119 in #1700
misc: unify the macro to determine cuda version at compile time by @yzh119 in #1703
Support Kimi-K2 for TRT: templatize number of experts by @GordonGustafson in #1696
feat: Benchmark mm_fp4 mxfp4 support and gemm autotune support. Restore mm_fp4 API behavior by @bkryu in #1706
bugfix: increase workspace to make trtllm gen attention unit test pass by @nv-yunzheq in #1707
CI: Updated test lists and addressed some failing tests by @nvmbreughe in #1708
misc: update the pypi release github action by @yzh119 in #1713
perf: Add tuning config for cutlass moe for a hardware by @fzyzcjy in #1716
ci: remove deprecated github actions for aot wheel by @yzh119 in #1714
test: skip the unsupported test cases for sm120/121 by @yongwww in #1710
[cute_dsl] add gemm + all reduce (two_shot) by @Amir-19 in #1695
misc: remove unused torch.utils.cpp_extension dependencies by @yzh119 in #1711
test: skip unsupported (non-SM90) test cases for xqa by @jimmyzho in #1715
Fix DeepSeek quality for TRTLLM fused MoE routing by @GordonGustafson in #1723
perf: Port the separate reduce kernel mode from trtllm. by @weireweire in #1685
typo: Super tiny fix typo by @fzyzcjy in #1730
fix: put sampling kernel launch into macro by @ir1ka in #1727
bugfix: Fix flashinfer download-cubin by @tiran in #1729
Fix missing namespace qualifier by @joker-eph in #1731
ci/cd: bring up flashinfer-cubin package by @yzh119 in #1718
disable optimization and add more debug information during verbose mode by @rainj-me in #1719
ci/cd: add github workflows to publish flashinfer-cubin wheel to pypi by @yzh119 in #1737
Bump base container image from 13.0.0 to 13.0.1 for cu130 container by @bkryu in #1739
fix: CI containers install nvidia-cudnn-cu12 vs. nvidia-cudnn-cu13 based on CUDA Version by @bkryu in #1742
Test refactoring and fixes by @nvmbreughe in #1736
TVM: support TVM binding for GroupedGemm by @neurusL in #1725
ci: enable tests for sm75 (G4) by @yongwww in #1705
doc: Super tiny fix doc math by @fzyzcjy in #1747
hotfix: Fix parsing pytorch verison by @sunghyunp-nvdia in #1749
feat: port fast_decode_plan from sgl by @zihaoye in #1745
hotfix: slightly bump up atol to 3e-3 to pass test_cudnn_prefill on B40 by @sunghyunp-nvdia in #1750
tests: xfail moe quantization classes mxfp8_bf16 UTs on sm103 by @jimmyzho in #1754
ci: complete the list of modules in aot.py by @yzh119 in #1746
tests: xfail attention sink UT for sliding window + non causal case by @yzh119 in #1752
feat: Add compute capability checks to flashinfer_benchmark by @bkryu in #1756
test: minor update on trtllm-gen attn speculative-decoding test by @yyihuang in #1760
fix: should pass global_override_indptr_cpu in fast_decode_plan param list by @yyihuang in #1757
fix(cleanup): ensure repository URL has no trailing slash by @tarukumar in #1759
Fix tests/test_trtllm_gen_attention.py::test_trtllm_batch_prefill, ::test_trtllm_batch_decode mismatch error by @kahyunnam in #1755
ci: add apache-tvm-ffi to ci docker container by @yzh119 in #1763
fix: fix cannot import name 'cuda' from 'cuda' in CUDA13 by @LuYanFCP in #1764
bugfix: partially fix tests/test_trtllm_gen_fused_moe.py unit test failure by @nv-yunzheq in #1724
Fix sink attention accuracy regression, add sink test and cleanup. by @weireweire in #1758
tests: skip non SM100/103 for grouped deepgemm by @jimmyzho in #1767
Added xfail for mx_fp4 matmul on SM120 by @nvmbreughe in #1766
add test case for trtllm gen fused moe with kimi k2 problem sizes by @nv-yunzheq in #1768
chore: label new issues with 'needs-triage' via GH Action by @sricketts in #1765
Small fix on an exception by @nvmbreughe in #1775
Waive / disable test_mla_decode_kernel.py::test_mla_decode_kernel for not sm80 by @kahyunnam in #1771
bugfix: fix version tag validation in release_pypi_sdist.yml workflow by @yzh119 in #1780
bugfix: remove the filelock cleanup logic in cubin_loader.py by @yzh119 in #1779
Docker updates by @nvmbreughe in #1784
fix: add _check_tensor_params to check correct sampling parameters and dtype validation in decode.py by @raayandhar in #1652
Set Trition path for cuda-13.0 by @nvmbreughe in #1786
ci: upgrade apache-tvm-ffi version in ci containers by @yzh119 in #1788
Fix autotune profile min shape bigger than max shape. by @weireweire in #1783
hotfix: make aot wheel work without nvcc by @yzh119 in #1782
fix error message by @kahyunnam in #1789
refactor: using tvm-ffi for multi-platform bindings by @yzh119 in #1641
Upgrade CUTLASS to 4.2.1 by @jasl in #1787
doc: fix documentation build error by @yzh119 in #1797
jit: defer ninja generation by @yzh119 in #1792
refactor: cleanup codebase after tvm-ffi refactor by @yzh119 in #1795
Update devcontainer.json and reuse ci docker images by @cyx-6 in #1791
fix: new issue workflow by @sricketts in #1773
fix: compilation failure in fp4Op.cpp by @hypdeb in #1800
fix: missing header include in decode kernel jit binding by @MasterJH5574 in #1802
refactor: Test reorganization phase 2 by @nvmbreughe in #1778
fix: test_blackwell_kernels.sh script to no longer update dependencies by @bkryu in #1808
fix: fp4 moe on sm120 by @ReinForce-II in #1817
bugfix: fix devcontainer docker file cuda version by @cyx-6 in #1807
Enable support for CFLAGS as well as LDFLAGS when building by @directhex in #1801
chore: improved URL handling for CUBIN/artifacts downloads by @hypdeb in #1794
Remove -isystem /usr/include by @coreylowman in #1821
Pytest flags and regression fix by @nvmbreughe in #1822
bugfix: Fixing variable name conflict bug introduced by PR1801 by @bkryu in #1823
Masked batch nvfp4 quantization by @wenscarl in #1774
[Perf] Cache device property functions to avoid recomputation by @Jialin in #1824
bugfix: remove the append "a" logic if user specifies cuda arch explicitly by @yzh119 in #1798
Bugfix: Fix data hazard in persistent reduce by @Edenzzzz in #1826
tests: upgrade cutlass, fix import and skip non-SM100 cutedsl two shot allreduce by @jimmyzho in #1812
[Quantization] Add per-expert global scaling factor for fp4 batched quantize by @wenscarl in #1835
tests: Update support for tgv_gemm to SM100 only and add to ut by @jimmyzho in #1810
jit: add get_object_paths to JitSpec by @MasterJH5574 in #1836
docker: add image tags with date-SHA suffix by @yongwww in #1839
bugfix: Change module path in test_pod_kernels.py by @bkryu in #1842
bugfix: deep_gemm artifact load path by @jimmyzho in #1838
bugfix: fix synchronize logic error in tests/comm/test_trtllm_alltoall.py by @nv-yunzheq in #1841
bugfix: show-config command by [@sricketts](h

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chore(deps): update dependency flashinfer-python to v0.5.3

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konflux-internal-p02 bot force-pushed the konflux/mintmaker/rhoai-3.2/flashinfer-python-0.x branch from 48c757e to 74db895 Compare November 21, 2025 01:17

konflux-internal-p02 bot changed the title ~~chore(deps): update dependency flashinfer-python to v0.5.2~~ chore(deps): update dependency flashinfer-python to v0.5.3 Nov 21, 2025

konflux-internal-p02 bot changed the title ~~chore(deps): update dependency flashinfer-python to v0.5.3~~ chore(deps): update dependency flashinfer-python to v0.5.3 - abandoned Dec 18, 2025

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Release Notes

v0.5.3

What's Changed

New Contributors

v0.5.2

What's Changed

v0.5.1

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konflux-internal-p02 bot commented Dec 18, 2025

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konflux-internal-p02 bot commented Nov 7, 2025 •

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`v0.5.3`

`v0.5.2`

`v0.5.1`

`v0.5.0`

`v0.4.1`

`v0.4.0`