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Let DI-treetensor help you simplify the structure processing!(树形运算一不小心就逻辑混乱?DI-treetensor快速帮你搞定)

Home Page: https://opendilab.github.io/DI-treetensor/

License: Apache License 2.0

Makefile 0.16% Shell 0.71% Python 99.12%
tensor tree-structure numpy pytorch python deep-learning reinforcement-learning

di-treetensor's People

Contributors

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di-treetensor's Issues

Special OP List

Reduce Result OP

  • all
  • any

Input/Output Tuple OP

  • stack
  • cat
  • split

High Precision OP

  • mean
  • std
  • sum

PyTorch OP List(P0)

reference: https://pytorch.org/docs/1.8.0/torch.html

common

  • numel
  • cpu
  • cuda
  • to

Creation Ops

  • torch.zeros_like
  • torch.randn_like
  • torch.randint_like
  • torch.ones_like
  • torch.full_like
  • torch.empty_like
  • torch.zeros
  • torch.randn
  • torch.randint
  • torch.ones
  • torch.full
  • torch.empty

Indexing, Slicing, Joining, Mutating Ops

  • cat
  • chunk
  • gather
  • index_select
  • masked_select
  • reshape
  • scatter
  • split
  • squeeze
  • stack
  • tile
  • unbind
  • unsqueeze
  • where

Math Ops

Pointwise Ops
  • add
  • sub
  • mul
  • div
  • pow
  • neg
  • abs
  • sign
  • floor
  • ceil
  • round
  • sigmoid
  • clamp
  • exp
  • exp2
  • sqrt
  • log
  • log10
  • log2
Reduction Ops
  • argmax
  • argmin
  • all
  • any
  • max
  • min
  • dist
  • logsumexp
  • mean
  • median
  • norm
  • prod
  • std
  • sum
  • unique
Comparison Ops
  • argsort
  • eq
  • ge
  • gt
  • isfinite
  • isinf
  • isnan
  • le
  • lt
  • ne
  • sort
  • topk
Other Ops
  • cdist
  • clone
  • flip

BLAS and LAPACK Ops

  • addbmm
  • addmm
  • bmm
  • dot
  • matmul
  • mm

PyTorch OP Doc List

P0

  • cpu
  • cuda
  • to
  • torch.zeros_like
  • torch.randn_like
  • torch.ones_like
  • torch.zeros
  • torch.randn
  • torch.randint
  • torch.ones
  • cat
  • reshape
  • split
  • squeeze
  • stack
  • unsqueeze
  • where
  • abs
  • add
  • clamp
  • div
  • exp
  • log
  • sqrt
  • sub
  • sigmoid
  • pow
  • mul
  • argmax
  • argmin
  • all
  • any
  • max
  • min
  • dist
  • mean
  • std
  • sum
  • eq
  • ge
  • gt
  • le
  • lt
  • ne
  • clone
  • dot
  • matmul
  • mm

P1

  • numel
  • torch.randint_like
  • torch.full_like
  • torch.empty_like
  • torch.full
  • torch.empty
  • chunk
  • gather
  • index_select
  • masked_select
  • scatter
  • tile
  • unbind
  • ceil
  • exp2
  • floor
  • log10
  • log2
  • neg
  • round
  • sign
  • bmm

P2

  • logsumexp
  • median
  • norm
  • prod
  • unique
  • argsort
  • isfinite
  • isinf
  • isnan
  • sort
  • topk
  • cdist
  • flip
  • addbmm
  • addmm

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