model-pruning

There are 0 repository under model-pruning topic.

Lam1360 / YOLOv3-model-pruning
在 oxford hand 数据集上对 YOLOv3 做模型剪枝（network slimming）
channel-pruning hand-detection model-pruning object-detection yolov3
Language:Python 1670
airaria / TextPruner
A PyTorch-based model pruning toolkit for pre-trained language models
model-pruning pre-trained-language-models pruning transformer
Language:Python 372
czg1225 / SlimSAM
[NeurIPS 2024] SlimSAM: 0.1% Data Makes Segment Anything Slim
knowledge-distillation model-compression model-pruning segment-anything-model
Language:Python 303
datawhalechina / awesome-compression
模型压缩的小白入门教程
compression kd knowledge-distillation model-compression model-pruning model-quantization neural-architecture-search prune quantization tinyml
Language:Jupyter Notebook 199
shekkizh / TensorflowProjects
Deep learning using tensorflow
context-encoder cppn deepdream model-pruning neural-art neural-style tensorflow unsupervised-learning
Language:Python 168
TF2-Engine / TF2
An Open Source Deep Learning Inference Engine Based on FPGA
cnn deep-learning dnn fpga inference model-compression model-pruning opencl quantization
Language:Python 159
NVlabs / condensa
Programmable Neural Network Compression
deep-neural-networks model-compression model-pruning
Language:Python 147
DasudaRunner / SimplePruning
cnn pruning with tensorflow.
cnn model-pruning python tensorflow
Language:Python 99
onnx / neural-compressor
Model compression for ONNX
deep-learning model-compression model-pruning onnx onnxruntime quantization
Language:Python 75
horseee / LLaMA-Pruning
Structural Pruning for LLaMA
model-compression model-pruning structural-pruning llama large-language-models
Language:Python 54
EnVision-Research / DDSM
Denoising Diffusion Step-aware Models (ICLR2024)
diffusion-models efficient-deep-learning iclr2024 image-generation model-pruning
Language:Python 52
JasonSloan / learning-notebook
深度学习, especially CV
computer-vision deep-learning model-deployment model-pruning model-training object-detection yolo
Language:C++ 39
yashbhalgat / QualcommAI-MicroNet-submission-MixNet
3rd place solution for NeurIPS 2019 MicroNet challenge
competition micronet-challenge mixnet model-compression model-pruning neurips-2019 quantization quantization-aware-training unstructured-pruning
Language:Python 35
jiangyuang / ModelPruningLibrary
sparseconvnet model-pruning
Language:Python 23
OpenNLG / OpenBA-v2
OpenBA-V2: 3B LLM (Large Language Model) with T5 architecture, utilizing model pruning technique and continuing pretraining from OpenBA-15B.
llm model-compression model-pruning train-from-scratch
Language:Python 23
cliang1453 / super-structured-lottery-tickets
Super Tickets in Pre-Trained Language Models: From Model Compression to Improving Generalization (ACL 2021)
acl2021 bert-fine-tuning generalization lottery-ticket-hypothesis lottery-tickets model-compression model-pruning multi-task-learning natural-language-understanding pre-trained-language-models
Language:Python 17
digital-nomad-cheng / MTCNN_PyTorch
deep-learning face-detection face-detector model-compression model-pruning mtcnn ncnn pytorch
Language:Python 10
insomnia250 / channel-prune
model-pruning pytorch
Language:Python 6
panchgonzalez / tf_object_detection_pruning
Model Pruning TensorFlow's Object Detection API
model-pruning object-detection tensorflow
5
yashbhalgat / QualcommAI-MicroNet-submission-EfficientNet
Submission name: QualcommAI-EfficientNet. MicroNet Challenge (NeurIPS 2019) submission - Qualcomm AI Research
competition neurips-2019 micronet-challenge efficientnet mixnet pytorch quantization quantization-aware-training model-pruning model-compression unstructured-pruning
Language:Python 4
memgonzales / mirror-segmentation
Presented at the 2023 International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision (WSCG 2023). Lightweight mirror segmentation CNN that uses an EfficientNet backbone, employs parallel convolutional layers to capture edge features, and applies filter pruning for model compression
cnn cnn-compression computer-vision convolutional-neural-networks deep-learning efficientnet model-compression model-pruning object-detection object-segmentation pruning pytorch segmentation
Language:Python 2
zeyneddinoz / subMFL
subMFL: Compatible subModel Generation for Federated Learning in Device Heterogeneous Environment
decentralized-learning distributed-learning edge-computing edge-intelligence federated-learning heterogeneous-environment mobile-edge-agent model-compression model-generalization model-personalization model-pruning ondeviceai resource-constrained-devices resource-constrained-ml statistical-heterogeneity trustworthy-ai
Language:Jupyter Notebook 2
arrmansa / Temporal-Neuron-Variance-Pruning-Demo
An implementation of Variance Pruning: Pruning Language Models via Temporal Neuron Variance by Berry Weinstein, Yonatan Belinkov
large-language-models machine-learning model-pruning pruning-while-training python pytorch pytorch-implementation
Language:Jupyter Notebook 1
bot66 / yolov5_pruning
Network pruning on yolov5.
model-pruning object-detection yolov5
Language:Python 1
CHamilton0 / Space-Analytics-Engine
A project done for Topics in Computer Science with Mask R-CNN to experiment with model pruning and ship detection in satellite images.
machine-learning ai mask-rcnn model-pruning
Language:Jupyter Notebook 1
elphinkuo / distiller
The original experiments code for AAAI 2020 paper, "AutoCompress: An Automatic DNN Structured Pruning Framework for Ultra-High Compression Rates"
auto-ml computer-vision deep-learning deep-reinforcement-learning model-compression model-pruning
Language:Jupyter Notebook 1
nnilayy / Spresense
arduino classification embedded-machine-learning model-pruning model-quantization spresense tensorflowlite-for-microcontrollers novel-segmentation-model camera-capture-rate-optimization esp32-websocket-server
Language:C++ 1
Deimos-M / Pruning
A case study on understanding the effects of Pruning on model's Performance, Size and Accuracy.
pruning model-pruning python
Language:Jupyter Notebook
niyazed / cutting-models
Cut models not trees 🌳
dnn-optimization floating-point model-compression model-pruning quantization
Language:Jupyter Notebook
rbsathish / Model-pruning
Model-pruning
cnn-classification cnn-keras model-pruning pruning
Language:Jupyter Notebook

model-pruning

Lam1360 / YOLOv3-model-pruning

airaria / TextPruner

czg1225 / SlimSAM

datawhalechina / awesome-compression

shekkizh / TensorflowProjects

TF2-Engine / TF2

NVlabs / condensa

DasudaRunner / SimplePruning

onnx / neural-compressor

horseee / LLaMA-Pruning

EnVision-Research / DDSM

JasonSloan / learning-notebook

yashbhalgat / QualcommAI-MicroNet-submission-MixNet

jiangyuang / ModelPruningLibrary

OpenNLG / OpenBA-v2

cliang1453 / super-structured-lottery-tickets

digital-nomad-cheng / MTCNN_PyTorch

insomnia250 / channel-prune

panchgonzalez / tf_object_detection_pruning

yashbhalgat / QualcommAI-MicroNet-submission-EfficientNet

memgonzales / mirror-segmentation

zeyneddinoz / subMFL

arrmansa / Temporal-Neuron-Variance-Pruning-Demo

bot66 / yolov5_pruning

CHamilton0 / Space-Analytics-Engine

elphinkuo / distiller

nnilayy / Spresense

Deimos-M / Pruning

niyazed / cutting-models

rbsathish / Model-pruning