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Commits on Aug 16, 2024

• [FEAT] Perf Profiler Update (#690)

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  jeromeku

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• Update README.md (#649)

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Commits on Aug 15, 2024

• Update micro benchmarking code for AQT (#673)

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  jerryzh168

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• Add HQQ support (#605)

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  mobicham

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• add roofline estimation of float8 gemm + overhead (#668)

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  vkuzo

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• Add PyTorch 2.4 tests in CI (#654)

  

  Mark Saroufim

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• Fix source version check (#684)

  

  Mark Saroufim

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• Add BSR subclass +torch.compile and clean up superblock (#680)

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  Jesse Cai

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• Move developer guide file to a folder (#681)

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  jerryzh168

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Commits on Aug 14, 2024

• retry version guard fix (#679)

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  Mark Saroufim

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• Refactor `_quantized_linear` for better extensibility (#634)

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  jerryzh168

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• Add AffineQuantizedObserver (#650)

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  jerryzh168

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• Remove numpy as bitpack dependency (#677)

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  Mark Saroufim

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• Add layout option to woq int4 api (#670)

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  Diogo-V

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Commits on Aug 13, 2024

• float8 gemm benchmarks: add option for gpu time (#666)

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  vkuzo

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• Spelling fixes (#662)

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  jainapurva

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• Move Uintx out of prototype for future extension (#635)

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  jerryzh168

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Commits on Aug 12, 2024

• Add superblock to sparse/prototype (#660)

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  Jesse Cai

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• fix bug with float8 + inference_mode (#659)

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  vkuzo

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• float8 profiling: save torch_logs, and attach them to profiling trace (#645)

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  vkuzo

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Commits on Aug 11, 2024

• skip fsdp2 low bit optim test in nightlies (#653)

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  Mark Saroufim

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Commits on Aug 10, 2024

• Re-enable dequant save load test (#651)

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Commits on Aug 8, 2024

• Add support for using AffineQuantizedTensor with `weights_only=True` (#630)

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  jerryzh168

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• Add CUDA compute capability compile guard (#636)

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  gau-nernst

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• [BC][internal-first] Cleanup BC fixes (#641)

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  nmacchioni

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• Skip failing inference test which requires change to PT core (#640)

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• Fix Inductor bench BC change (#638)

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  Mark Saroufim

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• float8 profiling script: filter out microbenchmarking overhead (#629)

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  vkuzo

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• autoquant using aqt (#609)

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  HDCharles

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Commits on Aug 7, 2024

• Enable float8 CI on sm89 (#587)

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• fixing bc for QAT location (#626)

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  HDCharles

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• Intx Quantization Tensor Class (#468)

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  vayuda

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• float8: remove unneeded kernel for scale generation (#616)

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  vkuzo

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• update float8 benchmarks to be more useful for smaller shapes (#615)

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  vkuzo

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• Update README.md (#618)

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  raziel

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