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Hey, I get these results after I've added Total Variation loss (https://discuss.pytorch.org/t/yet-another-post-on-custom-loss-functions/14552).
What can cause this problem?
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This issue involves implementing a set of widely used financial performance metrics in PQF.
**Cumulative Return:** Total return of an investment over a specific period.
**Annualized Return:** Ave…
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A simple test of throughput can be done using `picoquicdemo` on local loopback on a Windows PC. (The same test on Unix devices is less interesting, because the loopback path on Linux is very different…
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When using the pre-trained weight from SCimilarity, how does `VAE_train.py` account for different genes between user provided adata and SCimilarity? What if a gene is present in user's data but not in…
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this occurs when i try to run !python {dir_path}/{NETWORK} {CONTENT_IMAGE_FN} {STYLE_IMAGE_FN} {RESULT_PREFIX} \
--image_size {IMAGE_SIZE} --content_weight {CONTENT_WEIGHT} --style_weight \
{STY…
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Has anyone been able to successfully fine tune this model at all and, say, from Xception only pretrained on ImageNet?
After three weeks of tweaking and exploring, a good dozen of different loss fun…
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hi i was run this on colab and when i run this cell:
```
!python {dir_path}/{NETWORK} {CONTENT_IMAGE_FN} {STYLE_IMAGE_FN} {RESULT_PREFIX} \
--image_size {IMAGE_SIZE} --content_weight {CONTENT_WEI…
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I find this does not conform to the original paper’s method, I think the sum of the abs value should be taken into the Loss（tv）, and the tv loss is not the global difference of the whole picture, it …
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First of all,when I python train.py,an error occured:
(py3) [fl@ibcu05 place2]$ python train.py
Loaded training dataset with 1434892 samples and 55116 masks
Loaded model to device...
Setup Adam op…
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It's a nice work!
And after reading your paper, I wonder what is the total variation regularizer which you have mentioned in Sec3.2. Could you provide some explanations about that?
![image](https://…