musco-ai / musco-tf Goto Github PK

For people who are trying to use this package with a new version of tensorflow. These are some of the changements that should be done in order to run this code using latest numpy and tf versions. If you have any other changements please feel free to add them.

Steps:

• Clone scikit-tensor-py3 Git repo and delete all np.float statements. Replace them with float().
• Install the repo again locally by pip install .
• Replace
  • from tensorflow.python.keras.engine import InputSpec
  • by
  • from tensorflow.keras.layers import InputSpec
• Replace trt usage
  • import tensorflow.contrib.tensorrt as trt
  • by
  • from tensorflow.python.compiler.tensorrt import trt_convert as trt
• Delete all tf.Session and tf.reset_default_graph()

Hi, users are unable to run musco-tf due to dependency conflict with numpy package. As shown in the following full dependency graph of musco-tf, musco-tf requires numpy *，while scikit-tensor-py3 requires numpy ==1.16.*.

According to pip’s “first found wins” installation strategy, numpy 1.17.4 is the actually installed version. However, numpy 1.17.4 does not satisfy ==1.16.*.

Dependency tree-----------

musco-tf - 1.0.2
| +- absl-py(install version:0.8.1 version range:*)
| +- numpy(install version: 1.17.4 version range:*)
| +- scikit-tensor-py3(install version:0.4.1 version range:*)
| | +- numpy(install version:1.16.5 version range:==1.16.*)
| | +- scipy(install version:1.3.3 version range:==1.3.)
| +- scipy(install version:1.3.3 version range:*)
| +- tensorly-musco(install version:0.4.5 version range:*)
| +- tqdm(install version:4.40.2 version range:*)

Thanks for your help.
Best,
Neolith