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 2713
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 416
1adrianb / pytorch-estimate-flops
Estimate/count FLOPS for a given neural network using pytorch
convolutional-neural-networks deep-learning flops pytorch pytorch-estimate-flops
Language:Python 298
frgfm / torch-scan
Seamless analysis of your PyTorch models (RAM usage, FLOPs, MACs, receptive field, etc.)
python pytorch flops-counter benchmark deep-learning pytorch-utils deep-neural-networks keras summary flops receptive-field
Language:Python 202
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
182
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 112
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++ 102
gmalivenko / onnx-opcounter
Count number of parameters / MACs / FLOPS for ONNX models.
cli flops machine-learning macs onnx onnx-models
Language:Python 77
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 74
tokusumi / keras-flops
FLOPs calculator with tf.profiler for neural network architecture written in tensorflow 2.2+ (tf.keras)
flops profiler tensorflow2
Language:Python 46
kyo-takano / chinchilla
A toolkit for scaling law research
deep-learning flops pretraining reinforcement-learning scaling-laws llm
Language:Python 32
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 31
evgps / flopco-keras
FLOPs and other statistics COunter for tf.keras neural networks
flops flops-counter keras keras-tensorflow tensorflow
Language:Python 29
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 24
juliagusak / flopco-pytorch
FLOPs and other statistics COunter for Pytorch neural networks
cnn flops macs neural-networks pytorch
Language:Python 23
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
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
paddlepaddle performance-analysis class-activation-maps throughput flops parameters imagenet-classifier
Language:Python 17
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 15
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 15
shaswata56 / BenchUtil
CPU Benchmarking Tool which calculates IOPS and FLOPS.
cpu cpu-benchmark iops flops 32bit 64bit c
Language:C 15
elgw / math_ops_speed
testing speed of mathematical operators
c cpu flops
Language:C 6
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
jahongir7174 / FLOPS-pt
PyTorch module FLOPS counter
flops-counter pytorch flops fusing batchnormalization mobilenetv2
Language:Python 3
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 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
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++

flops

cszn / KAIR

PistonY / torch-toolbox

1adrianb / pytorch-estimate-flops

frgfm / torch-scan

amirgholami / ai_and_memory_wall

vra / flopth

ProjectPhysX / OpenCL-Benchmark

gmalivenko / onnx-opcounter

LukasHedegaard / pytorch-benchmark

tokusumi / keras-flops

kyo-takano / chinchilla

deep-learning-algorithm / Evaluation-Metrics

evgps / flopco-keras

It4innovations / Intel-SDE-FLOPS

juliagusak / flopco-pytorch

XingLuxi / Cal-FLOPs-for-PLM

lmk123568 / Paddle_Model_Analysis

lartpang / MethodsCmp

ltkong218 / WaveletVFI

shaswata56 / BenchUtil

elgw / math_ops_speed

roatienza / benchmark

jahongir7174 / FLOPS-pt

Artexety / onnxprofile

nagisasaka / gflops

syjeon121 / model-benchmark

vinaybk / utility

donnaken15 / flopper