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Hey!
I was reading through the code and I noticed that you're using element-wise exponential matrix here:
https://github.com/google/neural-tangents/blob/5f286b7696364217aa4a2d92378aabd0203a791e/n…
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As part of our ongoing efforts to improve the performance and accuracy of our predictive models, we need to evaluate a variety of machine learning and deep learning algorithms. Here's a list of models…
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Hi,
**Is your feature request related to a problem? Please describe.**
I'm applying homomorphic encryption (CKKS scheme) to a ResNet-18 model based on [NVFlare/examples/advanced/cifar10/cifar10-re…
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**Describe the bug**
I have found that depending on the configuration of the `nn.Module` being analyzed, the computation time of `compute_bounds` using the `backward` method increases exponentially w…
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### .env
# Generic
TEXT_EMBEDDINGS_MODEL=sentence-transformers/all-MiniLM-L6-v2
TEXT_EMBEDDINGS_MODEL_TYPE=HF # LlamaCpp or HF
USE_MLOCK=false
# Ingestion
PERSIST_DIRECTORY=db
DOCUMENTS_DIRE…
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Is there a way to get optimized path for expression with some tensors repeated?
For instance, einsum('nlp,nlq->l', B, B) can be done in O(n^3) time, but einsum opt gives a schedule that takes O(n^4…
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Both tool participants and outsiders such as industry partners can propose benchmarks. All benchmarks must be in .onnx format and use .vnnlib specifications, as was done last year. Each benchmark must…
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## Keyword: efficient
### End-to-end codesign of Hessian-aware quantized neural networks for FPGAs and ASICs
- **Authors:** Javier Campos, Zhen Dong, Javier Duarte, Amir Gholami, Michael W. Mahoney,…
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Hi,
I just installed the toolkit and I tried the test to verity if everything's fine
```
luigid --background --logdir luigi_logs
luigi --module cat RunCat --hal=test_data/vertebrates.hal --ref…
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First I have tried it with xvfb-run python3 , but then it was mentioned that xvfb and NVIDIA drivers are not really compatible.
Hence, I tried it with a vncserver. I asked the admin of the server I …