noahgolmant / pytorch-hessian-eigenthings

Efficient PyTorch Hessian eigendecomposition tools!

noahgolmant/pytorch-hessian-eigenthings Issues

ValueError: PENet on the Kitti benchmark suite
Updated 2 years ago1
Eigenvalue and eigenvector deviation with GPU hardware
Updated 3 years ago2
AttributeError: 'HVPOperator' object has no attribute 'zero_grad'
Closed 3 years ago2
Python Error: the following arguments are required: experimentname
Closed 3 years ago1
Implementation of prepare_grad and apply
Closed 4 years ago3
Add fp16 support for half-precision power iteration and lanczos
Closed 4 years ago
Add spectral density computation using lanczos vectors
Updated 4 years ago2
Add Colab notebook example to analyze Huggingface model
Updated 4 years ago
Add DistributedDataParallel and MPI Integration
Updated 4 years ago
Computing the smallest eigenpairs
Closed 4 years ago6
RuntimeError: One of the differentiated Tensors appears to not have been used in the graph.
Closed 4 years ago2
Create hessian tests on small networks, measure convergence vs hyperparameters
Closed 5 years ago2
Hessian computation is very sensitive to `power_iter_steps`
Closed 5 years ago5
setup.py does not work on OSX
Closed 5 years ago2
Add hook to scipy Lanczos implementation
Closed 5 years ago
Difficulty using in Colabs.
Closed 5 years ago2
Add continuous Hessian spectrum throughout training
Updated 5 years ago3
Test eigenvalue stability and alternative variance reduction techniques
Closed 5 years ago4
tests power iteration methods by comparing against np.linalg.eig results
Closed 6 years ago17
the power_iteration to compute the dominant eigenvalue/eigenvector
Closed 6 years ago1
which epoch or iteration time point to compute tok-n eigenvalue ,eigenvector?
Closed 6 years ago1
Hessian for multilayer network
Closed 6 years ago1
Missing property in HessianTracker
Closed 6 years ago
[Help wanted] How can I feed in precomputed gradients?
Closed 6 years ago3
Add basic tests with numpy
Closed 6 years ago
Power iter fails with cuda tensor
Closed 6 years ago3
Add option to use multiple batches for a single step of power iteration
Closed 6 years ago4
Implement accelerated stochastic power iteration
Closed 6 years ago1