-
Currently, when training on long audio files (music), training overfits after a while and the loss then explodes when reaching the next file, this can be seen in this screenshot from tensorboard:
I…
-
Hi Dr.Lu
I found a discussion of adaptive activation functions in the open issues, and you mentioned that the "_https://deepxde.readthedocs.io/en/latest/modules/deepxde.maps.html#deepxde.maps.activat…
-
Consider the following:
```julia
using LoopVectorization, StrideArraysCore, BenchmarkTools
randn_stridearray(size...) = StrideArray(randn(Float32, size...), static.(size))
y = randn_stridear…
-
在使用 `deepxde` 训练的时候,为了测试一些极端情况,我经常把输入数据设置的极小(接近0)或者超过几百,或者有些写了错误的边界条件、初始条件,这时候训练模型`Train loss`和`Test loss`会出现`nan`,并且立刻停止训练。出现这种情况一般需要截断误差,即如果一旦损失值超过某个界限[lossmax],就直接截断,取预先设定的值。规范化 PDE或分配损失权重( normali…
-
We know the cleaveage sites into the protein, as explained here.
> SARS-CoV-2 Cell Entry Depends on ACE2 and TMPRSS2 and Is Blocked by a Clinically Proven Protease Inhibitor
Published on Cell, …
-
So kindly list the project outline of this research
-
Hi @VainF,
Thank you for the nice work. It is a clean and very helpful pruning framework, especially for unstructured pruning.
However, I have trouble pruning the ResNet20 model with the Cifar10…
-
This is not an issue but a question about how katago handles different board sizes.
Please feel free to move it or direct me to where to post the question if it can't stay here.
It seems that in t…
-
Hi! Great paper! I implemented manifold mixup and also support for interpolated adversarial training (https://github.com/shivamsaboo17/ManifoldMixup) for any custom model defined by user using PyTorch…
-
I noticed a new network (fe3f6...) in http://zero.sjeng.org/networks/
Can you provide some information about win rate over the previous best network?
Number of games it was trained on? How long it…