cnn-benchmarks
Benchmarks for popular CNN models (by jcjohnson)
tensorexperiments
Boilerplate for GPU-Accelerated TensorFlow and PyTorch code on M1 Macbook (by alexfromapex)
| cnn-benchmarks | tensorexperiments | |
|---|---|---|
| 1 | 1 | |
| 2,518 | 36 | |
| - | - | |
| 10.0 | 0.0 | |
| over 6 years ago | about 2 years ago | |
| Python | Python | |
| MIT License | - |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
cnn-benchmarks
Posts with mentions or reviews of cnn-benchmarks.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-05-18.
-
Accelerated PyTorch Training on M1 Mac
> ResNet > VGG: ResNet-50 is faster than VGG-16 and more accurate than VGG-19 (7.02 vs 9.0); ResNet-101 is about the same speed as VGG-19 but much more accurate than VGG-16 (6.21 vs 9.0).
https://github.com/jcjohnson/cnn-benchmarks#:~:text=ResNet%2....
tensorexperiments
Posts with mentions or reviews of tensorexperiments.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-05-18.
-
Accelerated PyTorch Training on M1 Mac
Since it's tangentially relevant, if you have an M1 Mac I've created [some boilerplate](https://github.com/alexfromapex/tensorexperiments) for working with the latest Tensorflow with GPU acceleration as well.
What are some alternatives?
When comparing cnn-benchmarks and tensorexperiments you can also consider the following projects:
neural-engine - Everything we actually know about the Apple Neural Engine (ANE)
pytorch-apple-silicon-benchmarks - Performance of PyTorch on Apple Silicon
tensorflow-wheels - Tensorflow Wheels
pytorch-apple-silicon-benchm
cnn-benchmarks vs neural-engine
tensorexperiments vs neural-engine
cnn-benchmarks vs pytorch-apple-silicon-benchmarks
tensorexperiments vs tensorflow-wheels
cnn-benchmarks vs pytorch-apple-silicon-benchm
tensorexperiments vs pytorch-apple-silicon-benchmarks
tensorexperiments vs pytorch-apple-silicon-benchm