[Frontend, Tensorflow, Tensorflow2] Tensorflow frontend op refactor #8179
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Co-authored-by: Rohan Mukherjee <[email protected]> Co-authored-by: David Huang <[email protected]> Co-authored-by: Xingyu Zhou <[email protected]> Co-authored-by: Srinidhi Goud <[email protected]> Co-authored-by: Xiao <[email protected]>
Co-authored-by: Xingyu Zhou <[email protected]> Co-authored-by: Rohan Mukherjee <[email protected]> Co-authored-by: David Huang <[email protected]> Co-authored-by: Srinidhi Goud <[email protected]> Co-authored-by: Xiao <[email protected]>
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Author: Masahiro Masuda <[email protected]> Co-authored-by: Masahiro Masuda <[email protected]>
Co-authored-by: Rohan Mukherjee <[email protected]> Co-authored-by: Xingyu Zhou <[email protected]> Co-authored-by: David Huang <[email protected]> Co-authored-by: Srinidhi Goud <[email protected]> Co-authored-by: Xiao <[email protected]>
FrozenGene
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Thanks @rohanmukh @trevor-m TF2 is one important frontend for TVM users. Great work and let us go on! |
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…pache#8179) * Refactoring the ops from Tf1 frontend Co-authored-by: Rohan Mukherjee <[email protected]> Co-authored-by: David Huang <[email protected]> Co-authored-by: Xingyu Zhou <[email protected]> Co-authored-by: Srinidhi Goud <[email protected]> Co-authored-by: Xiao <[email protected]> * Resolving an import bug and refactor Co-authored-by: Xingyu Zhou <[email protected]> Co-authored-by: Rohan Mukherjee <[email protected]> Co-authored-by: David Huang <[email protected]> Co-authored-by: Srinidhi Goud <[email protected]> Co-authored-by: Xiao <[email protected]> * Tf2 frontend importing from common ops * linting and unused imports fix * Applying changes from commit id f4ec5fd Author: Masahiro Masuda <[email protected]> Co-authored-by: Masahiro Masuda <[email protected]> * Minor linting Co-authored-by: Rohan Mukherjee <[email protected]> Co-authored-by: Xingyu Zhou <[email protected]> Co-authored-by: David Huang <[email protected]> Co-authored-by: Srinidhi Goud <[email protected]> Co-authored-by: Xiao <[email protected]> Co-authored-by: David Huang <[email protected]> Co-authored-by: Xingyu Zhou <[email protected]> Co-authored-by: Srinidhi Goud <[email protected]> Co-authored-by: Xiao <[email protected]> Co-authored-by: Masahiro Masuda <[email protected]>
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Jun 17, 2021
…pache#8179) * Refactoring the ops from Tf1 frontend Co-authored-by: Rohan Mukherjee <[email protected]> Co-authored-by: David Huang <[email protected]> Co-authored-by: Xingyu Zhou <[email protected]> Co-authored-by: Srinidhi Goud <[email protected]> Co-authored-by: Xiao <[email protected]> * Resolving an import bug and refactor Co-authored-by: Xingyu Zhou <[email protected]> Co-authored-by: Rohan Mukherjee <[email protected]> Co-authored-by: David Huang <[email protected]> Co-authored-by: Srinidhi Goud <[email protected]> Co-authored-by: Xiao <[email protected]> * Tf2 frontend importing from common ops * linting and unused imports fix * Applying changes from commit id f4ec5fd Author: Masahiro Masuda <[email protected]> Co-authored-by: Masahiro Masuda <[email protected]> * Minor linting Co-authored-by: Rohan Mukherjee <[email protected]> Co-authored-by: Xingyu Zhou <[email protected]> Co-authored-by: David Huang <[email protected]> Co-authored-by: Srinidhi Goud <[email protected]> Co-authored-by: Xiao <[email protected]> Co-authored-by: David Huang <[email protected]> Co-authored-by: Xingyu Zhou <[email protected]> Co-authored-by: Srinidhi Goud <[email protected]> Co-authored-by: Xiao <[email protected]> Co-authored-by: Masahiro Masuda <[email protected]>
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This PR refactors the current
tensorflow.pyparser and separates the code for the ops into a separate filetensorflow_ops.py. The new parser for handling tensorflow2 models in TVM, ietensorflow2.py, imports the existing frontend op codes fromtensorflow.py. With the current PR both of these frontend codes will import the ops from a common file for the ops intensorflow_ops.py.This PR is in line with the original plan of supporting tensorflow2 parser in TVM frontend as in the discussion #4102 Exact commit plan here.
Co-authored-by: Rohan Mukherjee [email protected]
Co-authored-by: Xingyu Zhou [email protected]
Co-authored-by: David Huang [email protected]
Co-authored-by: Srinidhi Goud [email protected]
Co-authored-by: Xiao [email protected]
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