guan404ming opened a new issue, #986: URL: https://github.com/apache/mahout/issues/986
# Testing Apache Mahout Qumat 0.5.0rc2 We kindly request all contributors to help test the Release Candidate for [qumat 0.5.0rc2](https://pypi.org/project/qumat/0.5.0rc2/) and [qumat-qdp 0.1.0rc2](https://pypi.org/project/qumat-qdp/0.1.0rc2/). ## Requirements - Python 3.10, 3.11, or 3.12 - **For QDP extension**: Linux with NVIDIA GPU and CUDA ## Installation ```bash # Core package pip install --pre "qumat==0.5.0rc2" # With QDP extension pip install --pre "qumat[qdp]==0.5.0rc2" ``` ## Changes to Test - [ ] [Update qdp readme to make it up-to-date (#980)](https://github.com/apache/mahout/pull/980): @ryankert01 - [ ] [fix: add readme entry in pyproject.toml (#978)](https://github.com/apache/mahout/pull/978): @ryankert01 - [ ] [fix: image source changed to use absolute path to render it properly on pypi (#977)](https://github.com/apache/mahout/pull/977): @ryankert01 - [ ] [hotfix: pass region parameter to Braket backend (#976)](https://github.com/apache/mahout/pull/976): @ryankert01 - [ ] [hotfix: bind parameters in `get_final_state_vector()` for all backends (#975)](https://github.com/apache/mahout/pull/975): @ryankert01 - [ ] [feat: Add make test & make pre-commit to enhance development flow (#943)](https://github.com/apache/mahout/pull/943): @ryankert01 - [ ] [[QDP] Update NVTX workflow docs for new async pipeline capture (#939)](https://github.com/apache/mahout/pull/939): @rich7420 - [ ] [[QDP] Add device ID consistency check between PyTorch and DLPack (#931)](https://github.com/apache/mahout/pull/931): @viiccwen - [ ] [Add tensorflow to dev dependency to make sure we run tensorflow tests (#927)](https://github.com/apache/mahout/pull/927): @ryankert01 - [ ] [feat: enhance test skipping logic (#925)](https://github.com/apache/mahout/pull/925): @ryankert01 - [ ] [quick fix: testing errors (#924)](https://github.com/apache/mahout/pull/924): @ryankert01 - [ ] [MAHOUT-801: Add float32 L2 norm reduction kernel for single vector (#916)](https://github.com/apache/mahout/pull/916): @viiccwen - [ ] [[QDP] Refactor: Unify Qubit Validation Logic (#908)](https://github.com/apache/mahout/pull/908): @rich7420 - [ ] [[QDP] Refactor: Centralize CUDA Kernel Configuration Constants (#905)](https://github.com/apache/mahout/pull/905): @rich7420 - [ ] [MAHOUT-892 Update benchmark notebook for new changes (#900)](https://github.com/apache/mahout/pull/900): @ryankert01 - [ ] [[QDP] Add Parquet streaming support for angle encoding (#898)](https://github.com/apache/mahout/pull/898): @400Ping - [ ] [MAHOUT-746: Add regression tests for DLPack tensor shape (#896)](https://github.com/apache/mahout/pull/896): @guan404ming - [ ] [[QDP] Add TensorFlow .pb support to unified encode() path (#891)](https://github.com/apache/mahout/pull/891): @shiavm006 - [ ] [Fix MathJax rendering by self-hosting to comply with CSP (#890)](https://github.com/apache/mahout/pull/890): @guan404ming - [ ] [Fix LaTeX rendering on website (#889)](https://github.com/apache/mahout/pull/889): @guan404ming - [ ] [feat: Make qdp-kernels build/link on Linux without nvcc by providing stub symbols (#887)](https://github.com/apache/mahout/pull/887): @rich7420 - [ ] [fix: Expand Python CI test matrix to all supported versions (#886)](https://github.com/apache/mahout/pull/886): @rich7420 - [ ] [MAHOUT-878 Add CUDA Torch Tensor Support for QDP Python Binding (#881)](https://github.com/apache/mahout/pull/881): @ryankert01 - [ ] [Add qumat dependency to qumat-qdp package (#875)](https://github.com/apache/mahout/pull/875): @guan404ming - [ ] [[QDP] Upgrade tch to 0.22 (#872)](https://github.com/apache/mahout/pull/872): @guan404ming - [ ] [MAHOUT-799 [QDP] Add IQP encoding (#868)](https://github.com/apache/mahout/pull/868): @ryankert01 - [ ] [[QDP] Remove python related commands from make file (#867)](https://github.com/apache/mahout/pull/867): @guan404ming - [ ] [Add QDP (Quantum Data Plane) to project structure (#864)](https://github.com/apache/mahout/pull/864): @ryankert01 - [ ] [MAHOUT-861 Merge qdp-dev into dev dependency-groups (#863)](https://github.com/apache/mahout/pull/863): @guan404ming - [ ] [[QDP] Add Angle Encoding (#852)](https://github.com/apache/mahout/pull/852): @400Ping - [ ] [[QDP] Add streaming basis encoding (#851)](https://github.com/apache/mahout/pull/851): @guan404ming - [ ] [[QDP] Fix unused field warning in TorchReader (#850)](https://github.com/apache/mahout/pull/850): @guan404ming - [ ] [[QDP] Fix command syntax for QDP installation (#848)](https://github.com/apache/mahout/pull/848): @guan404ming - [ ] [[QDP] Consolidate CUDA error code mapping and align error messages (#841)](https://github.com/apache/mahout/pull/841): @guan404ming - [ ] [[QDP] Add encoding method parameter to all benchmarks (#840)](https://github.com/apache/mahout/pull/840): @guan404ming - [ ] [[QDP] Add basis encoding (#839)](https://github.com/apache/mahout/pull/839): @guan404ming - [ ] [MAHOUT-826 Add pytest configuration for QDP tests and custom markers (#832)](https://github.com/apache/mahout/pull/832): @ryankert01 - [ ] [[QDP] test: add & refactor NumPy encoding tests for improved clarity and coverage (#824)](https://github.com/apache/mahout/pull/824): @viiccwen - [ ] [[QDP] Add libtorch workflow (#822)](https://github.com/apache/mahout/pull/822): @400Ping - [ ] [[QDP] PyTorch input format support (#815)](https://github.com/apache/mahout/pull/815): @400Ping - [ ] [[QDP] Refactor `encode()` method into helper functions with tests (#814)](https://github.com/apache/mahout/pull/814): @viiccwen - [ ] [[QDP] Add PyTorch shape validation (#810)](https://github.com/apache/mahout/pull/810): @guan404ming - [ ] [[QDP] Reconstruct project files into multiple platforms (#809)](https://github.com/apache/mahout/pull/809): @400Ping - [ ] [[QDP] Integrate QDP into QuMat (#806)](https://github.com/apache/mahout/pull/806): @guan404ming - [ ] [[QDP] Enhance numerical safety checks in preprocessor (#805)](https://github.com/apache/mahout/pull/805): @viiccwen - [ ] [[QDP] Simplify Python API with unified encode() method (#803)](https://github.com/apache/mahout/pull/803): @guan404ming - [ ] [[QDP] Update benchmark_throughput to batch encoding (#796)](https://github.com/apache/mahout/pull/796): @400Ping - [ ] [[QDP] Fix latency benchmark to use batch encoding (#794)](https://github.com/apache/mahout/pull/794): @guan404ming - [ ] [[QDP] [Numpy] add path exist check (#793)](https://github.com/apache/mahout/pull/793): @ryankert01 - [ ] [[QDP] Initiate project QDP (#786)](https://github.com/apache/mahout/pull/786): @guan404ming - [ ] [[QDP] Add TensorFlow tensor input support (#779)](https://github.com/apache/mahout/pull/779): @rich7420 - [ ] [[QDP] The Scaling Test (Latency vs. Qubits) (#778)](https://github.com/apache/mahout/pull/778): @400Ping - [ ] [[QDP] Numpy IO support (#777)](https://github.com/apache/mahout/pull/777): @ryankert01 - [ ] [[QDP] Rename benchmark throughput script and refresh docs (#776)](https://github.com/apache/mahout/pull/776): @400Ping - [ ] [[QDP] Fix Route Error in Makefile (#775)](https://github.com/apache/mahout/pull/775): @rich7420 - [ ] [[QDP] Add Workflow dispatch for manual triggering (#767)](https://github.com/apache/mahout/pull/767): @ryankert01 - [ ] [[QDP] [Followup] Pre commit rust followup (#766)](https://github.com/apache/mahout/pull/766): @ryankert01 - [ ] [MAHOUT-725: [QDP] PyTorch Tensor Detection and CPU Path (#763)](https://github.com/apache/mahout/pull/763): @CheyuWu - [ ] [[QDP] [fix] Update notebooks dir and link (#762)](https://github.com/apache/mahout/pull/762): @ryankert01 - [ ] [[QDP] add Rust Linter to pre-commit hook (#758)](https://github.com/apache/mahout/pull/758): @ryankert01 - [ ] [[QDP][Housekeeping] Clean structure and make commands (#756)](https://github.com/apache/mahout/pull/756): @machichima - [ ] [[QDP] Add colab benchmark example (#755)](https://github.com/apache/mahout/pull/755): @ryankert01 - [ ] [[QDP] refactor: introduce 2 traits for flexible io type w/ example (#753)](https://github.com/apache/mahout/pull/753): @ryankert01 - [ ] [[QDP] Double-buffered pinned I/O pipeline and faster Parquet decode (#751)](https://github.com/apache/mahout/pull/751): @400Ping - [ ] [[QDP] DLPack shape/strides: Support batch 2D tensor (#747)](https://github.com/apache/mahout/pull/747): @rich7420 - [ ] [[QDP] Fix DLPack device_id hardcoding (#745)](https://github.com/apache/mahout/pull/745): @rich7420 - [ ] [[QDP] Choose between different frameworks benchmark (#741)](https://github.com/apache/mahout/pull/741): @400Ping - [ ] [[QDP] Add launch_amplitude_encode_f32 function (#739)](https://github.com/apache/mahout/pull/739): @400Ping - [ ] [[QDP] Enable 3060ti 3090ti cuda build sm86 (#737)](https://github.com/apache/mahout/pull/737): @ryankert01 - [ ] [[QDP] fix test bug (#734)](https://github.com/apache/mahout/pull/734): @ryankert01 - [ ] [[QDP] support turing architecture GPU (#731)](https://github.com/apache/mahout/pull/731): @machichima - [ ] [[QDP] improve e2e benchmark (#713)](https://github.com/apache/mahout/pull/713): @rich7420 - [ ] [[QDP] Set float32 to Default and leave float64 as Optional (#712)](https://github.com/apache/mahout/pull/712): @400Ping - [ ] [[QDP] improve memory management (#708)](https://github.com/apache/mahout/pull/708): @rich7420 - [ ] [[QDP] GPU/Cuda kernel Optimizations (#706)](https://github.com/apache/mahout/pull/706): @400Ping - [ ] [[QDP] Add Arrow IPC support (#704)](https://github.com/apache/mahout/pull/704): @guan404ming - [ ] [[QDP] DataLoader-Benchmark (#701)](https://github.com/apache/mahout/pull/701): @400Ping - [ ] [[QDP] add batch kernel support (#700)](https://github.com/apache/mahout/pull/700): @guan404ming - [ ] [[MINOR][QDP] update uv usage in qdp-python (#698)](https://github.com/apache/mahout/pull/698): @ryankert01 - [ ] [[QDP] [Benchmark] Add a End-to-End benchmark to compare with speed (#697)](https://github.com/apache/mahout/pull/697): @rich7420 - [ ] [[QDP] [test] add a fidelity test (#694)](https://github.com/apache/mahout/pull/694): @rich7420 - [ ] [[QDP] improve amplitudeEncoders for less copy memory allocations (#690)](https://github.com/apache/mahout/pull/690): @rich7420 - [ ] [[QDP] Gracefully handles OOM (#688)](https://github.com/apache/mahout/pull/688): @400Ping - [ ] [[QDP] DataLoader Test (#687)](https://github.com/apache/mahout/pull/687): @400Ping - [ ] [[QDP] Update pre-commit to add license headers for Cuda (#684)](https://github.com/apache/mahout/pull/684): @guan404ming - [ ] [[QDP] Integrate Apache Arrow and Parquet for data processing (#680)](https://github.com/apache/mahout/pull/680): @guan404ming - [ ] [[QDP] add vanilla gpu kernel (#677)](https://github.com/apache/mahout/pull/677): @ryankert01 - [ ] [[QDP] Add pre processing test (#676)](https://github.com/apache/mahout/pull/676): @400Ping - [ ] [[QDP] make dataflow async and improve amplitudeEncoder (#675)](https://github.com/apache/mahout/pull/675): @rich7420 - [ ] [[QDP] Add pre-processing module (#673)](https://github.com/apache/mahout/pull/673): @guan404ming - [ ] [[QDP] improve memory initialization (#668)](https://github.com/apache/mahout/pull/668): @rich7420 - [ ] [[QDP] add integration test and introduction (#666)](https://github.com/apache/mahout/pull/666): @rich7420 - [ ] [[QDP] Update pre-commit to add license headers for Rust (#660)](https://github.com/apache/mahout/pull/660): @guan404ming - [ ] [[QDP] add unit test for qdp-core (#659)](https://github.com/apache/mahout/pull/659): @rich7420 - [ ] [[QDP] add NVTX to trace validity (#650)](https://github.com/apache/mahout/pull/650): @rich7420 - [ ] [[QDP] Add Python bindings for QDP using PyO3 (#649)](https://github.com/apache/mahout/pull/649): @guan404ming - [ ] [[QDP] Initialize QDP, memory management, and DLPack protocol (#646)](https://github.com/apache/mahout/pull/646): @rich7420 ## Compatibility - [ ] Python 3.10 - [ ] Python 3.11 - [ ] Python 3.12 Thanks to all who contributed to the release: @400Ping @CheyuWu @guan404ming @machichima @rich7420 @ryankert01 @shiavm006 @viiccwen ### Committer - [ ] I acknowledge that I am a maintainer/committer of the Apache Mahout project. -- This is an automated message from the Apache Git Service. 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