thoth.adviser.wraps package¶
Subpackages¶
- thoth.adviser.wraps.python package
- thoth.adviser.wraps.pytorch package
- thoth.adviser.wraps.tensorflow package
- Submodules
- thoth.adviser.wraps.tensorflow.tf_23_accuracy module
- thoth.adviser.wraps.tensorflow.tf_23_dict_bug module
- thoth.adviser.wraps.tensorflow.tf_38518 module
- thoth.adviser.wraps.tensorflow.tf_42475 module
- thoth.adviser.wraps.tensorflow.tf_intel module
- thoth.adviser.wraps.tensorflow.tf_mkl_threads module
- Module contents
Submodules¶
thoth.adviser.wraps.no_onservation module¶
A wrap that notifies about missing observations.
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class
thoth.adviser.wraps.no_onservation.
NoObservationWrap
(*, configuration: Dict[str, Any] = NOTHING, name: str = None, unit_run: bool = False)[source]¶ Bases:
thoth.adviser.wrap.Wrap
A wrap that notifies about missing observations.
Module contents¶
Wrap units implemented in adviser.
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class
thoth.adviser.wraps.
NoObservationWrap
(*, configuration: Dict[str, Any] = NOTHING, name: str = None, unit_run: bool = False)[source]¶ Bases:
thoth.adviser.wrap.Wrap
A wrap that notifies about missing observations.
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class
thoth.adviser.wraps.
NoSemanticInterpositionWrap
(*, configuration: Dict[str, Any] = NOTHING, name: str = None, unit_run: bool = False)[source]¶ Bases:
thoth.adviser.wrap.Wrap
A wrap that recommends to switch to Python 3.8 on RHEL 8.2.
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class
thoth.adviser.wraps.
TensorFlow23DictSummary
(*, configuration: Dict[str, Any] = NOTHING, name: str = None, unit_run: bool = False)[source]¶ Bases:
thoth.adviser.wrap.Wrap
A wrap that notifies a bug in summary output spotted on TensorFlow 2.3.
https://github.com/tensorflow/tensorflow/issues/42679
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CONFIGURATION_DEFAULT
= {'package_name': 'tensorflow'}¶
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class
thoth.adviser.wraps.
TensorFlow23Accuracy
(*, configuration: Dict[str, Any] = NOTHING, name: str = None, unit_run: bool = False)[source]¶ Bases:
thoth.adviser.wrap.Wrap
A wrap that notifies about accuracy bug on safe()/load_model() calls.
https://github.com/tensorflow/tensorflow/issues/42045 https://github.com/keras-team/keras/issues/14181 https://github.com/tensorflow/tensorflow/commit/5adacc88077ef82f6c4a7f9bb65f9ed89f9d8947
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CONFIGURATION_DEFAULT
= {'package_name': 'tensorflow'}¶
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class
thoth.adviser.wraps.
IntelTensorFlowWrap
(*, configuration: Dict[str, Any] = NOTHING, name: str = None, unit_run: bool = False)[source]¶ Bases:
thoth.adviser.wrap.Wrap
A wrap that recommends using Intel TensorFlow if TensorFlow is in resolved dependencies.
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CONFIGURATION_DEFAULT
= {'package_name': 'tensorflow'}¶
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class
thoth.adviser.wraps.
MKLThreadsWrap
(*, configuration: Dict[str, Any] = NOTHING, name: str = None, unit_run: bool = False)[source]¶ Bases:
thoth.adviser.wrap.Wrap
A wrap that notifies about Intel’s MKL thread configuration for containerized deployments.
https://software.intel.com/en-us/mkl-linux-developer-guide-setting-the-number-of-openmp-threads
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class
thoth.adviser.wraps.
TensorFlowMultipleProcessesGPUBug
(*, configuration: Dict[str, Any] = NOTHING, name: str = None, unit_run: bool = False)[source]¶ Bases:
thoth.adviser.wrap.Wrap
A wrap that notifies a bug that prevents from running TensorFlow if multiple processes are running on GPU.
https://github.com/tensorflow/tensorflow/issues/38518
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CONFIGURATION_DEFAULT
= {'package_name': 'tensorflow'}¶
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class
thoth.adviser.wraps.
TensorFlowSlowKerasEmbedding
(*, configuration: Dict[str, Any] = NOTHING, name: str = None, unit_run: bool = False)[source]¶ Bases:
thoth.adviser.wrap.Wrap
A wrap that notifies a bug in the embedding layer.
https://github.com/tensorflow/tensorflow/issues/42475
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CONFIGURATION_DEFAULT
= {'package_name': 'tensorflow'}¶
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