flops topic
keras-flops
FLOPs calculator with tf.profiler for neural network architecture written in tensorflow 2.2+ (tf.keras)
onnx-opcounter
Count number of parameters / MACs / FLOPS for ONNX models.
KAIR
Image Restoration Toolbox (PyTorch). Training and testing codes for DPIR, USRNet, DnCNN, FFDNet, SRMD, DPSR, BSRGAN, SwinIR
torch-toolbox
🛠 Toolbox to extend PyTorch functionalities
pytorch-estimate-flops
Estimate/count FLOPS for a given neural network using pytorch
torch-scan
Seamless analysis of your PyTorch models (RAM usage, FLOPs, MACs, receptive field, etc.)
ai_and_memory_wall
AI and Memory Wall
flopco-keras
FLOPs and other statistics COunter for tf.keras neural networks
Paddle_Model_Analysis
【瑞士军刀般的工具】用最短的代码完成对模型的分析,包含 ImageNet Val、FLOPs、Params、Throuthput、CAM 等
Intel-SDE-FLOPS
Computing FLOPs with Intel Software Development Emulator (Intel SDE)