flops

Image Restoration Toolbox (PyTorch). Training and testing codes for DPIR, USRNet, DnCNN, FFDNet, SRMD, DPSR, BSRGAN, SwinIR

🛠 Toolbox to extend PyTorch functionalities

A small OpenCL benchmark program to measure peak GPU/CPU performance.

Estimate/count FLOPS for a given neural network using pytorch

AI and Memory Wall

Seamless analysis of your PyTorch models (RAM usage, FLOPs, MACs, receptive field, etc.)

PyTorch model profiler for computing MACs and parameter counts to measure deep learning model complexity.

A simple program to calculate and visualize the FLOPs and Parameters of Pytorch models, with handy CLI and easy-to-use Python API.

Easily benchmark PyTorch model FLOPs, latency, throughput, allocated gpu memory and energy consumption

Count number of parameters / MACs / FLOPS for ONNX models.

A toolkit for scaling law research ⚖

FLOPs calculator with tf.profiler for neural network architecture written in tensorflow 2.2+ (tf.keras)

【一个小工具】用最短的代码完成对模型的分析，包含 ImageNet Val、FLOPs、Params、Throuthput、CAM 等

Discrete Flow Matching implemented in PyTorch

各种算法评价指标的实现（mAP/Flops/params/fps/error-rate/accuracy）

FLOPs and other statistics COunter for tf.keras neural networks

Computing FLOPs with Intel Software Development Emulator (Intel SDE)

CPU Benchmarking Tool which calculates IOPS and FLOPS.

FLOPs and other statistics COunter for Pytorch neural networks

Dynamic Frame Interpolation in Wavelet Domain (TIP 2023)