vra / flopth
A simple program to calculate and visualize the FLOPs and Parameters of Pytorch models, with handy CLI and easy-to-use Python API.
☆128Updated 4 months ago
Alternatives and similar repositories for flopth:
Users that are interested in flopth are comparing it to the libraries listed below
- TF/Keras code for DiffStride, a pooling layer with learnable strides.☆124Updated 3 years ago
- Estimate/count FLOPS for a given neural network using pytorch☆303Updated 2 years ago
- Seamless analysis of your PyTorch models (RAM usage, FLOPs, MACs, receptive field, etc.)☆218Updated 3 weeks ago
- Implementation of the Adan (ADAptive Nesterov momentum algorithm) Optimizer in Pytorch☆251Updated 2 years ago
- Implementation of fused cosine similarity attention in the same style as Flash Attention☆213Updated 2 years ago
- A simple minimal implementation of Reversible Vision Transformers☆124Updated last year
- A library that contains a rich collection of performant PyTorch model metrics, a simple interface to create new metrics, a toolkit to fac…☆230Updated 3 months ago
- Simplification of pruned models for accelerated inference | SoftwareX https://doi.org/10.1016/j.softx.2021.100907☆36Updated last month
- Official PyTorch Implementation of Long-Short Transformer (NeurIPS 2021).☆225Updated 2 years ago
- FFCV-SSL Fast Forward Computer Vision for Self-Supervised Learning.☆207Updated last year
- Implementation of ASAM: Adaptive Sharpness-Aware Minimization for Scale-Invariant Learning of Deep Neural Networks, ICML 2021.☆141Updated 3 years ago
- Is the attention layer even necessary? (https://arxiv.org/abs/2105.02723)☆484Updated 3 years ago
- Official implementation of "Active Image Indexing"☆59Updated 2 years ago
- Compare neural networks by their feature similarity☆357Updated last year
- Feature extraction made simple with torchextractor☆101Updated 4 years ago
- Just some miscellaneous utility functions / decorators / modules related to Pytorch and Accelerate to help speed up implementation of new…☆120Updated 8 months ago
- Demystify RAM Usage in Multi-Process Data Loaders☆191Updated 2 years ago
- Code release for "Dropout Reduces Underfitting"☆313Updated last year
- Context Manager to profile the forward and backward times of PyTorch's nn.Module☆84Updated last year
- ☆164Updated 2 years ago
- Recent Advances in MLP-based Models (MLP is all you need!)☆114Updated 2 years ago
- Timm model explorer☆39Updated last year
- A research library for pytorch-based neural network pruning, compression, and more.☆160Updated 2 years ago
- A compilation of network architectures for vision and others without usage of self-attention mechanism☆78Updated 2 years ago
- Pytorch cyclic cosine decay learning rate scheduler☆48Updated 3 years ago
- Visualizer for PyTorch image models☆44Updated 3 years ago
- [ICLR 2022] "Deep AutoAugment" by Yu Zheng, Zhi Zhang, Shen Yan, Mi Zhang☆64Updated 6 months ago
- [ICLR 2022] "As-ViT: Auto-scaling Vision Transformers without Training" by Wuyang Chen, Wei Huang, Xianzhi Du, Xiaodan Song, Zhangyang Wa…☆76Updated 3 years ago
- Code repository of the paper "Modelling Long Range Dependencies in ND: From Task-Specific to a General Purpose CNN" https://arxiv.org/abs…☆183Updated 2 years ago
- PyTorch repository for ICLR 2022 paper (GSAM) which improves generalization (e.g. +3.8% top-1 accuracy on ImageNet with ViT-B/32)☆143Updated 2 years ago