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Commits on Feb 28, 2020

• reduce Windows CI warnings (pytorch#309)

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• make cmake less verbose (pytorch#308)

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Commits on Feb 27, 2020

• fbgemm handles block size 1 sparse adagrad (pytorch#306)

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Commits on Feb 20, 2020

• add copyright to EmbeddingSpMDMTestUtils.{cc,h} (pytorch#303)

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Commits on Feb 19, 2020

• fix index mapping table type to int32_t (pytorch#302)

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• clean up embedding spmdm tests (pytorch#300)

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Commits on Feb 17, 2020

• make order btw div and mul in adgrad consistent (#32974)

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• rowwise sparse adagrad fused (pytorch#298)

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Commits on Feb 15, 2020

• simplify avx2 mask usage in embedding kernels (pytorch#287)

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Commits on Feb 7, 2020

• clean up temporary code for isa-dependent serialized packed weight (pytorch#290)

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• row-wise sparse fp32/fp16/int8 EmbeddingSpMDM (pytorch#288)

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Commits on Feb 4, 2020

• enable positional weight for EmbeddingSpMDMNBitRowWiseSparse (pytorch#281)

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• enable EmbeddingSpMDMNBitRowWiseSparse avx2 (pytorch#280)

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Commits on Feb 1, 2020

• fix overflow in cache flush (pytorch#260)

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Commits on Jan 31, 2020

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

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

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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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• EmbeddingSpMDM with float16 input (pytorch#265)

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

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Commits on Jan 21, 2020

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

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

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• avx2 4-bit SLS (pytorch#262)

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• remove EmbeddingSpMDM4BitKernelSignature (pytorch#257)

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Commits on Jan 18, 2020

• enable positional weight test (pytorch#252)

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Commits on Jan 17, 2020

• 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 9, 2020

• 4-bit SLS with emb dim not a multiple of 2 (pytorch#243)

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Commits on Jan 7, 2020

• 4bit JIT'ed SLS kernel (pytorch#233)

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Commits on Jan 2, 2020

• simplify SparseAdagrad (pytorch#227)

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• simplify EmbeddingSpMDM (pytorch#228)

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Commits on Dec 26, 2019

• add more comments on handling small scale handling; remove redundant if (pytorch#232)

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• refine special handling of small quant scale (pytorch#231)

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Commits on Nov 20, 2019

• early return when block.row_size == 0 (pytorch#202)

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