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These are notes and scratch work around the purpose and future of the project.
Mission: Provide a clear, meticulously validated, ubiquitously adopted reference architecture for an egalitarian Artif…
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I'm sure this is just a misunderstanding on my part, but I get an error when taking the gradient of a model with multiple layers on the GPU
```julia
using Flux
d1gpu = Chain(Dense(1,1, relu)) |> …
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In a distributed TF setting, we need to place variables and ops to different devices. This is annoying to manually assign each variable and op, especially when we have GPU resources in our environment…
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__AAAI Spring Symposium on Combining Artificial Intelligence and Machine Learning with Physics Sciences (MLPS)__
March 22-24, 2021 @Stanford University, Palo Alto, California, USA (or virtual meet…
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**Describe the bug**
It is not possible to follow the instruction as described in the video [DonkeyCar Simulator: Setup and Reinforcement Learning Training](https://www.youtube.com/watch?v=ngK33h00iB…
ebadi updated
2 years ago
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Is it possible to create more than one `dss_engine` object at once without them conflicting with one another?
I ask because for the following lines of code (from the examples in your README):
```pyt…
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**I do not understand how adding entropy to loss will encourage exploration**
I understand that Entropy is a measure of unpredictability, or measure of randomness.
H(X) = -Sum P(x) log(P(x))
…
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In Flax, Batch Normalization is a bit finicky since each call to `apply` requires marking `batch_stats` as mutable and updating the `batch_stats` afterward.
```python
bn = flax.linen.BatchNorm(use…
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**Is your feature request related to a problem? Please describe.**
No
**Describe the solution you'd like**
In the GUI, there is a button to save a screenshot image of the topology (which I use ma…
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The main installed packages are listed below.
In your submission, you can only use the package listed there.
During the warmup phase, if you need other packages we can see if it's possible to in…