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Commits on Feb 4, 2020

• enable positional weight for EmbeddingSpMDMNBitRowWiseSparse (pytorch#281)

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  jspark1105

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• enable EmbeddingSpMDMNBitRowWiseSparse avx2 (pytorch#280)

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Commits on Feb 2, 2020

• Fix vector size setting and min max set for randFill (pytorch#283)

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  Hongzhang Shan

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• fix "invalid min and max arguments for uniform_int" error (pytorch#282)

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Commits on Feb 1, 2020

• fix overflow in cache flush (pytorch#260)

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  jspark1105

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• add 2-stage SparseAdagrad interface (pytorch#276)

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  jiecaoyu

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• clang-format the code (pytorch#278)

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  jianyuh

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• Fix the root cause for _aligned_free issues on row_offset_ allocation (pytorch#277)

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Commits on Jan 31, 2020

• put cmake cpuinfo vars into cmake cache

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  Hongzhang Shan

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• Fix the _aligned_free() issue on Windows (pytorch#275)

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  jianyuh

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• add more instantiation for EmbeddingSpMDMAvx2 (pytorch#274)

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  Hongzhang Shan

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• 2/4-bit EmbeddingSPMDM with rowwise sparsity (pytorch#263)

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  jspark1105

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• Enable FMA operation for windows (pytorch#273)

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• 2bit JIT'ed SLS kernel (pytorch#234)

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Commits on Jan 30, 2020

• cmake changes for windows compiling

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Commits on Jan 29, 2020

• Add instantiation for template parameters

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  Hongzhang Shan

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Commits on Jan 28, 2020

• Remove extra paranthesis (pytorch#270)

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  jianyuh

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Commits on Jan 27, 2020

• make gconv work for any W and H (pytorch#269)

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Commits on Jan 24, 2020

• use 2-stage EmbeddingSpMDM interface from benchmark and test (pytorch#256)

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Commits on Jan 22, 2020

• add missing copyright header (pytorch#267)

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  jspark1105

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• EmbeddingSpMDM with float16 input (pytorch#265)

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• modified instrinsic fp16 kernel for windows build (pytorch#259)

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• Intrinsic implementation of FP16 kernels for windows build (pytorch#254)

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Commits on Jan 21, 2020

• don't need extra register for positional weights (pytorch#261)

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  jspark1105

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• specialize fp32 SLS for emb dim 1 (pytorch#264)

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  jspark1105

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• avx2 4-bit SLS (pytorch#262)

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  jspark1105

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• remove EmbeddingSpMDM4BitKernelSignature (pytorch#257)

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Commits on Jan 19, 2020

• Add github action for windows

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Commits on Jan 18, 2020

• enable positional weight test (pytorch#252)

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  jspark1105

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Commits on Jan 17, 2020

• Update readme with link to wiki page

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  dskhudia

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• Bug fixes in default path for fp16 (pytorch#251)

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  dskhudia

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• add 2-stage EmbeddingSpMDM interface and change CodeCache to use read-write lock (pytorch#250)

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Commits on Jan 16, 2020

• pass the number of rows to EmbeddingSpMDM4Bit (pytorch#245)

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Commits on Jan 15, 2020

• Add FBGEMM_ENUM_CLASS_API (pytorch#249)

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  Hongzhang Shan

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Commits on Jan 14, 2020

• Fix undefined reference error on macos (pytorch#247)

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  Hongzhang Shan

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