NVIDIA / framework-reproducibility
Providing reproducibility in deep learning frameworks
☆429Updated 10 months ago
Alternatives and similar repositories for framework-reproducibility:
Users that are interested in framework-reproducibility are comparing it to the libraries listed below
- A GPU performance profiling tool for PyTorch models☆505Updated 3 years ago
- Experimental ground for optimizing memory of pytorch models☆366Updated 6 years ago
- Keras/TF implementation of AdamW, SGDW, NadamW, Warm Restarts, and Learning Rate multipliers☆167Updated 3 years ago
- PyTorch layer-by-layer model profiler☆606Updated 3 years ago
- PyTorch dataset extended with map, cache etc. (tensorflow.data like)☆328Updated 2 years ago
- Shape and dimension inference (Keras-like) for PyTorch layers and neural networks☆572Updated 2 years ago
- Estimates the size of a PyTorch model in memory☆357Updated 4 years ago
- A profiling and performance analysis tool for TensorFlow☆369Updated this week
- Library for faster pinned CPU <-> GPU transfer in Pytorch☆685Updated 5 years ago
- Fast Block Sparse Matrices for Pytorch☆546Updated 4 years ago
- Implementation of https://arxiv.org/abs/1904.00962☆372Updated 4 years ago
- Profiling and inspecting memory in pytorch☆1,049Updated 7 months ago
- Simple package that makes your generator work in background thread☆278Updated 2 years ago
- Repository for NeurIPS 2020 Spotlight "AdaBelief Optimizer: Adapting stepsizes by the belief in observed gradients"☆1,060Updated 7 months ago
- Accelerate your Neural Architecture Search (NAS) through fast, reproducible and modular research.☆474Updated 4 months ago
- Standalone TFRecord reader/writer with PyTorch data loaders☆877Updated 7 months ago
- PyTorch elastic training☆730Updated 2 years ago
- Unit Testing for pytorch, based on mltest☆310Updated 4 years ago
- Slicing a PyTorch Tensor Into Parallel Shards☆298Updated 3 years ago
- RAdam implemented in Keras & TensorFlow☆325Updated 3 years ago
- Python library to easily log experiments and parallelize hyperparameter search for neural networks☆734Updated 2 years ago
- Over9000 optimizer☆427Updated 2 years ago
- [Prototype] Tools for the concurrent manipulation of variably sized Tensors.☆253Updated 2 years ago
- PyTorch, TensorFlow, JAX and NumPy — all of them natively using the same code☆696Updated last year
- Gradient based Hyperparameter Tuning library in PyTorch☆289Updated 4 years ago
- Cockpit: A Practical Debugging Tool for Training Deep Neural Networks☆474Updated 2 years ago
- Decoupled Weight Decay Regularization (ICLR 2019)☆271Updated 6 years ago
- A CPU+GPU Profiling library that provides access to timeline traces and hardware performance counters.☆780Updated this week
- The goal of this library is to generate more helpful exception messages for matrix algebra expressions for numpy, pytorch, jax, tensorflo…☆804Updated 2 years ago
- Accelerate PyTorch models with ONNX Runtime☆358Updated 3 weeks ago