Projects in Awesome Lists tagged with flops
A curated list of projects in awesome lists tagged with flops .
https://github.com/cszn/kair
Image Restoration Toolbox (PyTorch). Training and testing codes for DPIR, USRNet, DnCNN, FFDNet, SRMD, DPSR, BSRGAN, SwinIR
bsrgan deep-learning denoising dncnn dpsr esrgan ffdnet flops image-restoration pytorch sisr srmd super-resolution swinir toolbox usrnet
Last synced: 14 May 2025
https://github.com/cszn/KAIR
Image Restoration Toolbox (PyTorch). Training and testing codes for DPIR, USRNet, DnCNN, FFDNet, SRMD, DPSR, BSRGAN, SwinIR
bsrgan deep-learning denoising dncnn dpsr esrgan ffdnet flops image-restoration pytorch sisr srmd super-resolution swinir toolbox usrnet
Last synced: 14 Mar 2025
https://github.com/pistony/torch-toolbox
🛠Toolbox to extend PyTorch functionalities
arcloss autoaugment cosinewarmuplr cosloss cutout cv2 flops initializers l2softmax labelsmoothing lmdb lmdb-dataset lookahead metrics mixup pytorch swish switchnorm teansform toolbox
Last synced: 08 Jul 2025
https://github.com/PistonY/torch-toolbox
🛠Toolbox to extend PyTorch functionalities
arcloss autoaugment cosinewarmuplr cosloss cutout cv2 flops initializers l2softmax labelsmoothing lmdb lmdb-dataset lookahead metrics mixup pytorch swish switchnorm teansform toolbox
Last synced: 07 May 2025
https://github.com/1adrianb/pytorch-estimate-flops
Estimate/count FLOPS for a given neural network using pytorch
convolutional-neural-networks deep-learning flops pytorch pytorch-estimate-flops
Last synced: 05 Apr 2025
https://github.com/frgfm/torch-scan
Seamless analysis of your PyTorch models (RAM usage, FLOPs, MACs, receptive field, etc.)
benchmark deep-learning deep-neural-networks flops flops-counter keras python pytorch pytorch-utils receptive-field summary
Last synced: 16 May 2025
https://github.com/amirgholami/ai_and_memory_wall
AI and Memory Wall
albert albert-transformer bert-flops bert-model bertflops electra electra-model flops gpt gpt-2 gpt-3 inference-flops memory-wall nlp-models training-flops transformer
Last synced: 10 Jul 2025
https://github.com/projectphysx/opencl-benchmark
A small OpenCL benchmark program to measure peak GPU/CPU performance.
bandwidth benchmark benchmarking flops gpgpu gpu gpu-computing high-performance-computing hpc opencl tool tools
Last synced: 04 Apr 2025
https://github.com/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.
cnn deep-learning deeplearning flop flops pip pypi python python3 pytorch visualization
Last synced: 22 Jul 2025
https://github.com/LukasHedegaard/pytorch-benchmark
Easily benchmark PyTorch model FLOPs, latency, throughput, allocated gpu memory and energy consumption
benchmark deep-learning flops gpu jetson python pytorch timing-analysis
Last synced: 22 Jul 2025
https://github.com/lukashedegaard/pytorch-benchmark
Easily benchmark PyTorch model FLOPs, latency, throughput, allocated gpu memory and energy consumption
benchmark deep-learning flops gpu jetson python pytorch timing-analysis
Last synced: 08 Oct 2025
https://github.com/gmalivenko/onnx-opcounter
Count number of parameters / MACs / FLOPS for ONNX models.
cli flops machine-learning macs onnx onnx-models
Last synced: 06 Apr 2025
https://github.com/tokusumi/keras-flops
FLOPs calculator with tf.profiler for neural network architecture written in tensorflow 2.2+ (tf.keras)
Last synced: 14 Apr 2025
https://github.com/juliagusak/flopco-pytorch
FLOPs and other statistics COunter for Pytorch neural networks
cnn flops macs neural-networks pytorch
Last synced: 30 Apr 2025
https://github.com/robinka/discrete-flow-matching-pytorch
Discrete Flow Matching implemented in PyTorch
ai compile diffusion discrete flops flow-matching generation generative-ai lightning machine-learning mfu python pytorch text
Last synced: 26 Oct 2025
https://github.com/lartpang/methodscmp
MethodsCmp: A Simple Toolkit for Counting the FLOPs/MACs, Parameters and FPS of Pytorch-based Methods
flops flops-counter fps fps-counter macs macs-counter memory memory-counter parameter-counter parameters python pytorch
Last synced: 24 Aug 2025
https://github.com/shaswata56/benchutil
CPU Benchmarking Tool which calculates IOPS and FLOPS.
32bit 64bit c cpu cpu-benchmark flops iops
Last synced: 08 Sep 2025
https://github.com/jahongir7174/flops-pt
PyTorch module FLOPS counter
batchnormalization flops flops-counter fusing mobilenetv2 pytorch
Last synced: 10 Feb 2026
https://github.com/roatienza/benchmark
Utilities to perform deep learning models benchmarking (number of parameters, FLOPS and inference latency)
deep-learning flops latency model parameters
Last synced: 11 Apr 2025
