Comments (4)
Hi, @sradc
Apologies for the delay and as we mentioned in TFMA setup file numpy>=1.16,<2
is not specific to particular OS so it seems like numpy==1.19
needs openblas
set up to install numpy==1.19
on Apple Silicon so as you mentioned numpy==1.20
working fine so I would suggest you to go with numpy>=1.20
and as of now we haven't noticed more issues specific to numpy==1.19
w.r.t Apple Silicon
Please let me know if I'm missing something here or you need any further assistance ?
Thank you!
from model-analysis.
Hey @gaikwadrahul8,
Thank you for the response.
Does TFMA support Apple Silicon? I'm trying to install it alongside tensorflow-metal.
- When I run
pip install tensorflow-model-analysis
, it's been trying to installnumpy=1.19.*
, even thoughnumpy=1.24.*
is installed. (I checked, and it is trying to installtensorflow-model-analysis==0.43.0
). - When I run
pip install 'tensorflow-model-analysis==0.43.0'
, it doesn't try to downgrade numpy, but the install fails withtfx-bsl
, sayingERROR: Could not find a version that satisfies the requirement tfx-bsl (from versions: none)
.
(I'm a bit confused about what's going on.) I'm thinking this could be user error on my part, so will keep trying things, but letting you know on the off chance you have any information that might help.
from model-analysis.
Hi, @sradc
You can install Tensorflow with the help of tensorflow-metal plugin
and use it but at the moment it seems like we do not support TFX and supported libraries like TFMA, TFDV and TFT for Apple Silicon(M1) you can check similar issue and same discussion going on our Tensorlflow Forum , In the meantime, some users have reported success with Rosetta. Other options include using a VM. We understand that neither of those is ideal.
If I'm missing something here, please let me know ? Thank you!
from model-analysis.
Thanks @gaikwadrahul8, appreciate the info. 👍
from model-analysis.
Related Issues (20)
- Unable to use custom Keras metrics with TFX evaluator component HOT 4
- AttributeError: partially initialized module error, test.py HOT 2
- Incorrect Documentation for MetricConfig
- Custom multilabel Keras metrics: dynamically initialize weight shape HOT 1
- Fairness indicator metrics do not show up HOT 5
- Validation bug when using feature values as slicing specs HOT 2
- No longer compatible with Dataflow runner v1 after v0.29
- Renaming Custom Layer breaks TFMA Evaluator HOT 6
- Error in merge_accumulators when using keras metrics on dataflow HOT 3
- TFMA analyze_raw_data function support with MultiClassConfusionMatrixPlot HOT 3
- Analytics HOT 1
- Breaking changes: tfma.metrics.MetricComputation `preprocessor` argument changed from accepting beam DoFn to `preprocessors` accepting a list of `Preprocessor` HOT 1
- TFMA on Flink does not seems to be parallelizing work. HOT 5
- only integer values should be passed to num_instances metric. HOT 3
- Render_plot is failing HOT 2
- Feat: Have ability to return the HTML rather than creating the plots HOT 1
- CVE in Pyarrow dependency HOT 1
- CNN HOT 2
- pip install tensorflow-model-analysis fails on WSL2 on Windows 11 HOT 2
Recommend Projects
-
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
-
Vue.js
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
-
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
-
TensorFlow
An Open Source Machine Learning Framework for Everyone
-
Django
The Web framework for perfectionists with deadlines.
-
Laravel
A PHP framework for web artisans
-
D3
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
-
Recommend Topics
-
javascript
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
-
web
Some thing interesting about web. New door for the world.
-
server
A server is a program made to process requests and deliver data to clients.
-
Machine learning
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
-
Visualization
Some thing interesting about visualization, use data art
-
Game
Some thing interesting about game, make everyone happy.
Recommend Org
-
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
-
Microsoft
Open source projects and samples from Microsoft.
-
Google
Google ❤️ Open Source for everyone.
-
Alibaba
Alibaba Open Source for everyone
-
D3
Data-Driven Documents codes.
-
Tencent
China tencent open source team.
from model-analysis.