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Is there some known remedy for explosive compile times when updating deeply nested models?
```julia
julia> versioninfo()
Julia Version 1.9.2
Commit e4ee485e90 (2023-07-05 09:39 UTC)
Platform …
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hi, how can i get tflite model of unified_detector to run it faster on mobile?
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I followed the install instructions and managed to get it right. Please note that I have to install george and random_forest_run separately. After the install, nosetest fails. Is this due to new versi…
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Post your questions here about: “[Training and Taming Deep Networks](https://docs.google.com/document/d/1gne-oWcJs1p5sEjUumapq6HKeaOet3EHxJ-Ij0LuTro/edit?usp=sharing)” OR “[The Expanding Universe of D…
lkcao updated
2 years ago
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https://mathworld.wolfram.com/L2-Norm.html
https://developers.google.com/machine-learning/crash-course
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# Neural Likelihood Free Inference – List of papers using Neural Networks for Bayesian Likelihood-Free Inference
List of papers using Neural Networks for Bayesian Likelihood-Free Inference
[https://…
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- torch版本
```
(base) root@:~/neuralkg/NeuralKG-main# pip show torch
Name: torch
Version: 2.0.0+cu118
Summary: Tensors and Dynamic neural networks in Python with strong GPU acceleration
Home-pa…
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[Why should I trust you?: Explaining the predictions of any classifier](https://arxiv.org/abs/1602.04938)
Despite widespread adoption, machine learning models re- main mostly black boxes. Understandi…
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# Deep learning is EXPENSIVE
e.g.
train ResNet50 with ImageNet dataset for 80 epochs
80 * 1.3M images * 7.7B ops per img
# Solution?
- **Data Parallelism (large batch training)**
![image](http…
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[Equinox](https://docs.kidger.site/equinox/) is a minimalistic jax nn library. Currently, evosax's "parameter_reshaper" doesn't seem to support it, as the returned modules will have an population (bat…