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Commits on Jun 19, 2024

• change is_pod tp is_trivial (microsoft#21071)

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  jchen351

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  8448f31

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Commits on Jun 14, 2024

• Release backward inputs per static graph ref count (microsoft#20804)

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  pengwa

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  87b14ac

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Commits on May 24, 2024

• [Training] Add bf16 support to GatherElementsGrad. (microsoft#20796)

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  AdamLouly

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  Adam Louly

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  ed82758

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Commits on May 23, 2024

• Add BF16 for Scale Op. (microsoft#20753)

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  AdamLouly

  and

  Adam Louly

  authored
  529feb0

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Commits on May 21, 2024

• Flash attention recompute (microsoft#20603)

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  pengwa

  authored
  8a98874

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Commits on May 17, 2024

• Fix bug when Embedding has >2 output (microsoft#20678)

  guyang3532

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Commits on May 10, 2024

• Generalize label input sparsity check and refactor (microsoft#20636)

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  guyang3532

  authored
  cfe830b

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• Improve perf for mem efficient grad mgmt (microsoft#20480)

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  pengwa

  authored
  56f7035

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Commits on May 8, 2024

• Implement numpy array over CPU OrtValues on return values (microsoft#20539)

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  yuslepukhin

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  08ecf30

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Commits on Apr 29, 2024

• Fuse Cast + SoftmaxCrossEntropyLossInternal (microsoft#20334)

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  guyang3532

  authored
  3e4db2c

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• Disable test_aten_conv_bf16 to unblock amd ci (microsoft#20499)

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  pengwa

  authored
  f31486c

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Commits on Apr 26, 2024

• Fix some x86 build warnings in training code (microsoft#20451)

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  skottmckay

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  b842eff

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Commits on Apr 25, 2024

• add bf16 support for few ops (microsoft#20385)

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  frank-dong-ms

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  227c441

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Commits on Apr 24, 2024

• Add LayerSpec Support to ORTPipelineModule (microsoft#20410)

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  AdamLouly

  authored
  4ce7bbf

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Commits on Apr 23, 2024

• fix embedding sparsity log bug of -1% density (microsoft#20420)

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  guyang3532

  authored
  ffb9c8d

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• Fix overflow causing test failure on x86 (microsoft#20425)

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  skottmckay

  authored
  ed6f1ad

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• Introduce memory efficient topological sort (microsoft#20258)

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  pengwa

  authored
  a7787a0

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Commits on Apr 22, 2024

• Support >2GB of Tensor data in training checkpoint (microsoft#20077)

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  skottmckay

  and

  carzh

  authored
  9372e9a

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Commits on Apr 18, 2024

• Introducing ORTPipelineModule - DeepSpeed Parallel Pipeline Support. (microsoft#20287)

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  AdamLouly

  authored
  ee74fb6

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• Support BFloat16 for Triton Codegen (microsoft#20353)

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  centwang

  authored
  c47f446

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• enable model with external data be loaded from memory buffer (microsoft#19089)

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  HectorSVC

  authored
  5daeb5e

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Commits on Apr 17, 2024

• Add patch for ONNX 1.16.0 shape inference bug (microsoft#20316)

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  adrianlizarraga

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  0a19025

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Commits on Apr 12, 2024

• Integration with ONNX 1.16.0 (microsoft#19745)

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  cd7112f

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Commits on Apr 10, 2024

• Check padding density by input of embedding module (microsoft#19821)

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  guyang3532

  authored
  471e969

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• Prompt layer-wise recompute when applicable (microsoft#20126)

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  pengwa

  authored
  280b263

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Commits on Apr 9, 2024

• Support more ops for recompute (microsoft#20234)

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  pengwa

  authored
  41acd8c

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Commits on Mar 29, 2024

• Fix transformer layer detection for recompute (microsoft#20106)

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  pengwa

  authored
  2092beb

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Commits on Mar 28, 2024

• Keep original name during fusion (microsoft#20097)

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  pengwa

  authored
  55f63a4

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Commits on Mar 27, 2024

• support Pow/Div/Sqrt in PaddingElimination (microsoft#20083)

  guyang3532

  authored
  4aa8400

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• Zhijxu/fix softmax fp16 (microsoft#20059)

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  zhijxu-MS

  authored
  b14d3f1

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Commits on Mar 26, 2024

• Fix memory stats printing (microsoft#20061)

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  pengwa

  authored
  dfa891a

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• Fix softmax export (microsoft#20057)

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  pengwa

  authored
  1a0ba3f

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Commits on Mar 25, 2024

• Add Symbolic Shape Hint to Triton Codegen Config (microsoft#20056)

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  centwang

  authored
  d30c81d

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Commits on Mar 22, 2024

• Support model with multiple SCE loss nodes (microsoft#20016)

  baijumeswani

  authored
  2bc2924

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Commits on Mar 21, 2024

• add random seed to layernorm tests (microsoft#19998)

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  prathikr

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  0b958bb

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