flops

Star

Here are 32 public repositories matching this topic...

Language:All

Filter by language

All32 Python25 C++3 C2 Jupyter Notebook1

Sort:Most stars

Sort options

Most stars Fewest stars Most forks Fewest forks Recently updated Least recently updated

cszn /KAIR

Star3.1k

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

deep-learning pytorch toolbox super-resolution image-restoration denoising dncnn sisr srmd flops esrgan usrnet ffdnet dpsr bsrgan swinir

UpdatedOct 2, 2024
Python

PistonY /torch-toolbox

Star419

🛠 Toolbox to extend PyTorch functionalities

metrics lmdb initializers pytorch toolbox swish cutout cv2 lookahead mixup flops autoaugment labelsmoothing cosinewarmuplr switchnorm arcloss cosloss l2softmax teansform lmdb-dataset

UpdatedMay 13, 2024
Python

1adrianb /pytorch-estimate-flops

Star303

Estimate/count FLOPS for a given neural network using pytorch

deep-learning pytorch convolutional-neural-networks flops pytorch-estimate-flops

UpdatedMay 20, 2022
Python

frgfm /torch-scan

Sponsor

Star218

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

python benchmark deep-neural-networks deep-learning keras pytorch summary receptive-field pytorch-utils flops flops-counter

UpdatedMar 17, 2025
Python

amirgholami /ai_and_memory_wall

Star213

AI and Memory Wall

transformer gpt albert nlp-models electra flops bert-model gpt-2 gpt-3 inference-flops training-flops memory-wall bert-flops bertflops electra-model albert-transformer

UpdatedMar 23, 2024

ProjectPhysX /OpenCL-Benchmark

Sponsor

Star192

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

benchmarking benchmark tools tool hpc gpu opencl bandwidth gpgpu high-performance-computing gpu-computing flops

UpdatedMar 11, 2025
C++

vra /flopth

Star129

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

visualization python deep-learning pypi cnn python3 pytorch pip deeplearning flop flops

UpdatedNov 23, 2024
Python

LukasHedegaard /pytorch-benchmark

Star98

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

python benchmark deep-learning gpu pytorch jetson timing-analysis flops

UpdatedAug 25, 2023
Python

gmalivenko /onnx-opcounter

Star89

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

cli machine-learning macs onnx flops onnx-models

UpdatedOct 26, 2024
Python

tokusumi /keras-flops

Sponsor

Star54

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

profiler flops tensorflow2

UpdatedOct 31, 2023
Python

kyo-takano /chinchilla

Star48

A toolkit for scaling law research ⚖

reinforcement-learning deep-learning flops pretraining scaling-laws llm

UpdatedJan 27, 2025
Python

ultralytics /thop

Star33

Profile PyTorch models for FLOPs and parameters, helping to evaluate computational efficiency and memory usage.

machine-learning ai computer-vision neural-network parameters ml transformers cnn yolo object-detection flops flops-counter yolov5 ultralytics llm yolov8

UpdatedJan 16, 2025
Python

deep-learning-algorithm /Evaluation-Metrics

Star31

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

python map fps pytorch accuracy gflops flops top-1-error-rate top-5-error-rate

UpdatedJul 25, 2024
Python

evgps /flopco-keras

Star30

FLOPs and other statistics COunter for tf.keras neural networks

tensorflow keras keras-tensorflow flops flops-counter

UpdatedJul 12, 2022
Python

It4innovations /Intel-SDE-FLOPS

Star25

Computing FLOPs with Intel Software Development Emulator (Intel SDE)

python c cpu cpp fortran intel simd vectorization fma sde flops

UpdatedOct 22, 2023
Python

juliagusak /flopco-pytorch

Star23

FLOPs and other statistics COunter for Pytorch neural networks

cnn pytorch neural-networks macs flops

UpdatedMay 27, 2021
Python

shaswata56 /BenchUtil

Star20

CPU Benchmarking Tool which calculates IOPS and FLOPS.

c cpu iops 32bit 64bit cpu-benchmark flops

UpdatedNov 18, 2020
C

ltkong218 /WaveletVFI

Star19

Dynamic Frame Interpolation in Wavelet Domain (TIP 2023)

video deep-learning efficiency pytorch optical-flow wavelet high-resolution slow-motion annimation frame-interpolation sparse-convolution flops dynamic-neural-network

UpdatedSep 23, 2023
Python

XingLuxi /Cal-FLOPs-for-PLM

Star18

Calculating FLOPs of Pre-trained Models in NLP

natural-language-processing parameters transformers pytorch flops pre-trained-language-models

UpdatedMar 29, 2021
Python

lmk123568 /Paddle_Model_Analysis

Star18

【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

parameters throughput performance-analysis paddlepaddle imagenet-classifier class-activation-maps flops

UpdatedApr 11, 2023
Python

Improve this page

Add a description, image, and links to theflops topic page so that developers can more easily learn about it.

Curate this topic

Add this topic to your repo

To associate your repository with theflops topic, visit your repo's landing page and select "manage topics."

Learn more

Movatterモバイル変換

Navigation Menu

Search code, repositories, users, issues, pull requests...

Provide feedback

Saved searches

Use saved searches to filter your results more quickly

flops

Here are 32 public repositories matching this topic...

cszn /KAIR

PistonY /torch-toolbox

1adrianb /pytorch-estimate-flops

frgfm /torch-scan

amirgholami /ai_and_memory_wall

ProjectPhysX /OpenCL-Benchmark

vra /flopth

LukasHedegaard /pytorch-benchmark

gmalivenko /onnx-opcounter

tokusumi /keras-flops

kyo-takano /chinchilla

ultralytics /thop

deep-learning-algorithm /Evaluation-Metrics

evgps /flopco-keras

It4innovations /Intel-SDE-FLOPS

juliagusak /flopco-pytorch

shaswata56 /BenchUtil

ltkong218 /WaveletVFI

XingLuxi /Cal-FLOPs-for-PLM

lmk123568 /Paddle_Model_Analysis

Improve this page

Add this topic to your repo