flops topic
flopth
A simple program to calculate and visualize the FLOPs and Parameters of Pytorch models, with handy CLI and easy-to-use Python API.
pytorch-benchmark
Easily benchmark PyTorch model FLOPs, latency, throughput, allocated gpu memory and energy consumption
flopco-pytorch
FLOPs and other statistics COunter for Pytorch neural networks
OpenCL-Benchmark
A small OpenCL benchmark program to measure peak GPU/CPU performance.
Evaluation-Metrics
各种算法评价指标的实现（mAP/Flops/params/fps/error-rate/accuracy）
Cal-FLOPs-for-PLM
Calculating FLOPs of Pre-trained Models in NLP
MethodsCmp
MethodsCmp: A Simple Toolkit for Counting the FLOPs/MACs, Parameters and FPS of Pytorch-based Methods
WaveletVFI
Dynamic Frame Interpolation in Wavelet Domain (TIP 2023)
BenchUtil
CPU Benchmarking Tool which calculates IOPS and FLOPS.
chinchilla
A toolkit for scaling law research ⚖