Travis Addair
Travis Addair
Currently, we default `gpu_resources_per_trial` to 0 if unspecified (see [here](https://github.com/ludwig-ai/ludwig/blob/master/ludwig/hyperopt/execution.py#L924)). However, this is counter-intuitive for users running on a GPU clusters. They would most of the time prefer to have...
``` (dask:('dropna-960491d8c442480e718999b66c5b3363', 59) pid=229, ip=10.124.2.7) /home/ray/anaconda3/lib/python3.7/site-packages/dask/dataframe/methods.py:333: PerformanceWarning: DataFrame is highly fragmented. This is usually the result of calling `frame.insert` many times, which has poor performance. Consider joining all columns at...
Currently, for metrics we define ourselves, most of the aggregations are using a typical "mean" aggregation. However, for metrics such as RMSPE, this is not correct. We should instead be...
Can the transformations expressed in torcharrow be compiled into Torchscript, or are there plans to support this in the future? Having a Pandas-like API that natively integrates with PyTorch seems...
Hey @VivekPanyam, we're still big Neuropod users at Ludwig. We are interested in using the Torchscript backend, but seems 1.5.0 is still the most recent version with published wheels: https://download.neuropod.ai/whl/stable.html...
## Bug Attempting to load a neuropod using a Python version managed by [pyenv](https://github.com/pyenv/pyenv) results in the following error: ``` > from neuropod.neuropod_native import Neuropod as NeuropodNative E ImportError: dlopen(/Users/taddair/repos/ludwig/py37/lib/python3.7/site-packages/neuropod/neuropod_native.so,...
## Bug Calling `load_neuropod(neuropod_path, _always_use_native=False)`, everything works as expected, but when attempting to load a model with `_always_use_native=True` (the default), the following error is raised: ``` Fatal Python error: PyMUTEX_LOCK(gil->mutex)...
The `node_name_mapping` used in Keras is useful for mapping from input tensors to model inputs. In TorchScript, without this mapping, we need to ensure that every input tensor exactly matches...