Topic: "flops"
cszn/KAIR
Image Restoration Toolbox (PyTorch). Training and testing codes for DPIR, USRNet, DnCNN, FFDNet, SRMD, DPSR, BSRGAN, SwinIR
Language: Python - Size: 18.9 MB - Last synced at: 15 days ago - Pushed at: 7 months ago - Stars: 3,126 - Forks: 655
PistonY/torch-toolbox
🛠 Toolbox to extend PyTorch functionalities
Language: Python - Size: 340 KB - Last synced at: 7 days ago - Pushed at: 12 months ago - Stars: 418 - Forks: 55
1adrianb/pytorch-estimate-flops
Estimate/count FLOPS for a given neural network using pytorch
Language: Python - Size: 43.9 KB - Last synced at: 22 days ago - Pushed at: almost 3 years ago - Stars: 303 - Forks: 22
frgfm/torch-scan
Seamless analysis of your PyTorch models (RAM usage, FLOPs, MACs, receptive field, etc.)
Language: Python - Size: 7.37 MB - Last synced at: 18 days ago - Pushed at: about 1 month ago - Stars: 218 - Forks: 22
amirgholami/ai_and_memory_wall
AI and Memory Wall
Size: 4.23 MB - Last synced at: 5 months ago - Pushed at: about 1 year ago - Stars: 206 - Forks: 25
ProjectPhysX/OpenCL-Benchmark
A small OpenCL benchmark program to measure peak GPU/CPU performance.
Language: C++ - Size: 309 KB - Last synced at: 14 days ago - Pushed at: 27 days ago - Stars: 195 - Forks: 27
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.
Language: Python - Size: 138 KB - Last synced at: 2 days ago - Pushed at: 5 months ago - Stars: 128 - Forks: 9
LukasHedegaard/pytorch-benchmark
Easily benchmark PyTorch model FLOPs, latency, throughput, allocated gpu memory and energy consumption
Language: Python - Size: 85.9 KB - Last synced at: 3 days ago - Pushed at: over 1 year ago - Stars: 101 - Forks: 11
gmalivenko/onnx-opcounter
Count number of parameters / MACs / FLOPS for ONNX models.
Language: Python - Size: 23.4 KB - Last synced at: 20 days ago - Pushed at: 6 months ago - Stars: 89 - Forks: 22
tokusumi/keras-flops
FLOPs calculator with tf.profiler for neural network architecture written in tensorflow 2.2+ (tf.keras)
Language: Python - Size: 53.7 KB - Last synced at: 13 days ago - Pushed at: over 1 year ago - Stars: 54 - Forks: 8
kyo-takano/chinchilla
A toolkit for scaling law research ⚖
Language: Python - Size: 6.68 MB - Last synced at: 19 days ago - Pushed at: 3 months ago - Stars: 49 - Forks: 4
ultralytics/thop Fork of Lyken17/pytorch-OpCounter
Profile PyTorch models for FLOPs and parameters, helping to evaluate computational efficiency and memory usage.
Language: Python - Size: 307 KB - Last synced at: 30 days ago - Pushed at: 30 days ago - Stars: 33 - Forks: 5
evgps/flopco-keras Fork of juliagusak/flopco-pytorch
FLOPs and other statistics COunter for tf.keras neural networks
Language: Python - Size: 45.9 KB - Last synced at: 4 days ago - Pushed at: almost 3 years ago - Stars: 30 - Forks: 5
It4innovations/Intel-SDE-FLOPS
Computing FLOPs with Intel Software Development Emulator (Intel SDE)
Language: Python - Size: 275 KB - Last synced at: 21 days ago - Pushed at: over 1 year ago - Stars: 25 - Forks: 3
juliagusak/flopco-pytorch
FLOPs and other statistics COunter for Pytorch neural networks
Language: Python - Size: 30.3 KB - Last synced at: 14 days ago - Pushed at: almost 4 years ago - Stars: 23 - Forks: 10
shaswata56/BenchUtil
CPU Benchmarking Tool which calculates IOPS and FLOPS.
Language: C - Size: 14.6 KB - Last synced at: 18 days ago - Pushed at: over 4 years ago - Stars: 20 - Forks: 8
deep-learning-algorithm/Evaluation-Metrics
各种算法评价指标的实现（mAP/Flops/params/fps/error-rate/accuracy）
Language: Python - Size: 268 KB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 19 - Forks: 6
lartpang/MethodsCmp
MethodsCmp: A Simple Toolkit for Counting the FLOPs/MACs, Parameters and FPS of Pytorch-based Methods
Language: Python - Size: 106 KB - Last synced at: 24 days ago - Pushed at: 12 months ago - Stars: 18 - Forks: 4
lmk123568/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
Language: Python - Size: 1020 KB - Last synced at: 4 days ago - Pushed at: about 2 years ago - Stars: 18 - Forks: 2
XingLuxi/Cal-FLOPs-for-PLM
Calculating FLOPs of Pre-trained Models in NLP
Language: Python - Size: 9.77 KB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 13 - Forks: 3
RobinKa/discrete-flow-matching-pytorch
Discrete Flow Matching implemented in PyTorch
Language: Python - Size: 391 KB - Last synced at: 5 days ago - Pushed at: about 1 month ago - Stars: 9 - Forks: 0
elgw/math_ops_speed
testing speed of mathematical operators
Language: C - Size: 43 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 6 - Forks: 1
roatienza/benchmark
Utilities to perform deep learning models benchmarking (number of parameters, FLOPS and inference latency)
Language: Python - Size: 90.8 KB - Last synced at: 15 days ago - Pushed at: over 2 years ago - Stars: 4 - Forks: 4
nagisasaka/gflops
Simple giga FLOPS measurement tool for ARM with NEON and Intel x86
Language: C++ - Size: 918 KB - Last synced at: about 2 years ago - Pushed at: about 5 years ago - Stars: 3 - Forks: 0
gameofdimension/limulidae
benchmark gpu/npu flops and bandwidth
Language: Python - Size: 16.6 KB - Last synced at: about 1 month ago - Pushed at: 3 months ago - Stars: 2 - Forks: 0
jahongir7174/FLOPS-pt
PyTorch module FLOPS counter
Language: Python - Size: 6.84 KB - Last synced at: 16 days ago - Pushed at: 6 months ago - Stars: 2 - Forks: 1
Artexety/onnxprofile
A general and accurate RAM / MACs / FLOPs profiler for ONNX models (Currently work-in-progress)
Language: Python - Size: 99.6 KB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0
syjeon121/model-benchmark
benchmark pytorch models
Language: Python - Size: 7.81 KB - Last synced at: 5 months ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0
Zuntie/DreamRP 📦
DreamRP's Filer
Language: JavaScript - Size: 2.57 GB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0
donnaken15/flopper
FLOPS benchmarker
Language: C++ - Size: 9.05 MB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0
