flops

There are 0 repository under flops topic.

cszn / KAIR
Image Restoration Toolbox (PyTorch). Training and testing codes for DPIR, USRNet, DnCNN, FFDNet, SRMD, DPSR, BSRGAN, SwinIR
image-restoration denoising super-resolution sisr pytorch toolbox dncnn usrnet ffdnet srmd esrgan dpsr flops deep-learning swinir bsrgan
Language:Python 3316
PistonY / torch-toolbox
🛠 Toolbox to extend PyTorch functionalities
pytorch toolbox flops metrics initializers labelsmoothing cosinewarmuplr switchnorm swish lookahead mixup cutout lmdb arcloss cosloss l2softmax cv2 teansform lmdb-dataset autoaugment
Language:Python 419
1adrianb / pytorch-estimate-flops
Estimate/count FLOPS for a given neural network using pytorch
pytorch deep-learning convolutional-neural-networks flops pytorch-estimate-flops
Language:Python 306
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
Language:C++ 259
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
Language:Python 222
amirgholami / ai_and_memory_wall
AI and Memory Wall
flops bert-model transformer inference-flops training-flops memory-wall nlp-models bert-flops bertflops gpt gpt-2 gpt-3 electra albert electra-model albert-transformer
220
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.
pytorch flops cnn deeplearning python python3 deep-learning flop visualization pip pypi
Language:Python 131
LukasHedegaard / pytorch-benchmark
Easily benchmark PyTorch model FLOPs, latency, throughput, allocated gpu memory and energy consumption
pytorch benchmark deep-learning gpu jetson flops timing-analysis python
Language:Python 107
gmalivenko / onnx-opcounter
Count number of parameters / MACs / FLOPS for ONNX models.
onnx flops macs machine-learning onnx-models cli
Language:Python 94
ultralytics / thop
Profile PyTorch models for FLOPs and parameters, helping to evaluate computational efficiency and memory usage.
ai flops flops-counter llm machine-learning ml object-detection ultralytics yolo computer-vision neural-network parameters yolov5 cnn transformers rtdetr yolo11
Language:Python 58
tokusumi / keras-flops
FLOPs calculator with tf.profiler for neural network architecture written in tensorflow 2.2+ (tf.keras)
flops profiler tensorflow2
Language:Python 55
chinchilla
kyo-takano / chinchilla
A toolkit for scaling law research ⚖
deep-learning flops llm pretraining reinforcement-learning scaling-laws
Language:Python 52
lmk123568 / Paddle_Model_Analysis
【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
class-activation-maps flops imagenet-classifier paddlepaddle parameters performance-analysis throughput
Language:Python 51
deep-learning-algorithm / Evaluation-Metrics
各种算法评价指标的实现（mAP/Flops/params/fps/error-rate/accuracy）
map fps flops gflops top-1-error-rate top-5-error-rate accuracy python pytorch
Language:Python 34
evgps / flopco-keras
FLOPs and other statistics COunter for tf.keras neural networks
flops flops-counter keras keras-tensorflow tensorflow
Language:Python 30
It4innovations / Intel-SDE-FLOPS
Computing FLOPs with Intel Software Development Emulator (Intel SDE)
intel sde flops c fortran python cpp fma simd vectorization cpu
Language:Python 26
juliagusak / flopco-pytorch
FLOPs and other statistics COunter for Pytorch neural networks
pytorch flops macs neural-networks cnn
Language:Python 23
RobinKa / discrete-flow-matching-pytorch
Discrete Flow Matching implemented in PyTorch
compile diffusion discrete flops flow-matching generation generative-ai lightning machine-learning mfu pytorch text ai python
Language:Python 22
shaswata56 / BenchUtil
CPU Benchmarking Tool which calculates IOPS and FLOPS.
cpu cpu-benchmark iops flops 32bit 64bit c
Language:C 22
ltkong218 / WaveletVFI
Dynamic Frame Interpolation in Wavelet Domain (TIP 2023)
deep-learning dynamic-neural-network efficiency frame-interpolation optical-flow pytorch slow-motion sparse-convolution video wavelet annimation flops high-resolution
Language:Python 20
lartpang / MethodsCmp
MethodsCmp: A Simple Toolkit for Counting the FLOPs/MACs, Parameters and FPS of Pytorch-based Methods
pytorch python flops flops-counter memory memory-counter fps fps-counter macs-counter macs parameters parameter-counter
Language:Python 18
XingLuxi / Cal-FLOPs-for-PLM
Calculating FLOPs of Pre-trained Models in NLP
natural-language-processing pre-trained-language-models pytorch transformers flops parameters
Language:Python 18
elgw / math_ops_speed
testing speed of mathematical operators
c cpu flops
Language:C 8
roatienza / benchmark
Utilities to perform deep learning models benchmarking (number of parameters, FLOPS and inference latency)
deep-learning flops latency model parameters
Language:Python 4
artexety / onnxprofile
A general and accurate RAM / MACs / FLOPs profiler for ONNX models (Currently work-in-progress)
benchmark flops macs onnx ram-usage
Language:Python 3
caojiaolong / RGBDBenchmark
This repository contains various RGBD models and aims to provide a benchmark for evaluating their FLOPs, MACs, and the number of parameters. We will continue to add more functionalities in the future
benchmark rgbd flops parameters
Language:Jupyter Notebook 3
gameofdimension / limulidae
benchmark gpu/npu flops and bandwidth
910b ascend benchmark flops pytorch
Language:Python 2
jahongir7174 / FLOPS-pt
PyTorch module FLOPS counter
batchnormalization flops flops-counter fusing mobilenetv2 pytorch
Language:Python 2
nagisasaka / gflops
Simple giga FLOPS measurement tool for ARM with NEON and Intel x86
flops benchmark arm neon
Language:C++ 2
syjeon121 / model-benchmark
benchmark pytorch models
backbone benchmark deep-neural-networks flops timm
Language:Python 2
thousandbrainsproject / tbp.floppy
Floppy is a Python framework for analyzing and counting floating-point operations (FLOPs).
flops flops-counter numpy
Language:Python 0
vinaybk / utility
complexity estimation utility of neural network
complexity neural-networks multiply-accumulate macs resnet-50 flops
Language:Python 0
flopper
donnaken15 / flopper
FLOPS benchmarker
flops flops-counter benchmark stress-testing stress-test
Language:C++
JulianaZambon / Introduction-to-Scientific-Computing
Theoretical-practical study of the main numerical calculation methods used in scientific computing, focusing on the efficient implementation of these methods in serial computers and addressing code optimization techniques and resilience to numerical errors.
bissection flops likwid newton-raphson numerical-methods numerical-optimization edo
Language:C

flops

cszn / KAIR

PistonY / torch-toolbox

1adrianb / pytorch-estimate-flops

ProjectPhysX / OpenCL-Benchmark

frgfm / torch-scan

amirgholami / ai_and_memory_wall

vra / flopth

LukasHedegaard / pytorch-benchmark

gmalivenko / onnx-opcounter

ultralytics / thop

tokusumi / keras-flops

kyo-takano / chinchilla

lmk123568 / Paddle_Model_Analysis

deep-learning-algorithm / Evaluation-Metrics

evgps / flopco-keras

It4innovations / Intel-SDE-FLOPS

juliagusak / flopco-pytorch

RobinKa / discrete-flow-matching-pytorch

shaswata56 / BenchUtil

ltkong218 / WaveletVFI

lartpang / MethodsCmp

XingLuxi / Cal-FLOPs-for-PLM

elgw / math_ops_speed

roatienza / benchmark

artexety / onnxprofile

caojiaolong / RGBDBenchmark

gameofdimension / limulidae

jahongir7174 / FLOPS-pt

nagisasaka / gflops

syjeon121 / model-benchmark

thousandbrainsproject / tbp.floppy

vinaybk / utility

donnaken15 / flopper

JulianaZambon / Introduction-to-Scientific-Computing