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）
yolov3 model-pruning hand-detection channel-pruning object-detection
Language:Python 1664
airaria / TextPruner
A PyTorch-based model pruning toolkit for pre-trained language models
pruning pre-trained-language-models model-pruning transformer
Language:Python 350
czg1225 / SlimSAM
SlimSAM: 0.1% Data Makes Segment Anything Slim
knowledge-distillation model-compression model-pruning segment-anything-model
Language:Python 220
shekkizh / TensorflowProjects
Deep learning using tensorflow
tensorflow context-encoder unsupervised-learning model-pruning deepdream cppn neural-style neural-art
Language:Python 169
TF2-Engine / TF2
An Open Source Deep Learning Inference Engine Based on FPGA
fpga deep-learning inference cnn dnn model-compression model-pruning quantization opencl
Language:Python 149
NVlabs / condensa
Programmable Neural Network Compression
deep-neural-networks model-compression model-pruning
Language:Python 146
DasudaRunner / SimplePruning
cnn pruning with tensorflow.
cnn model-pruning python tensorflow
Language:Python 99
horseee / LLaMA-Pruning
Structural Pruning for LLaMA
large-language-models llama model-compression model-pruning structural-pruning
Language:Python 54
EnVision-Research / DDSM
Denoising Diffusion Step-aware Models (ICLR2024)
diffusion-models efficient-deep-learning iclr2024 image-generation model-pruning
Language:Python 38
yashbhalgat / QualcommAI-MicroNet-submission-MixNet
3rd place solution for NeurIPS 2019 MicroNet challenge
competition neurips-2019 micronet-challenge mixnet quantization quantization-aware-training model-pruning unstructured-pruning model-compression
Language:Python 35
datawhalechina / awesome-compression
模型压缩的小白入门教程
knowledge-distillation model-compression model-pruning quantization compression kd model-quantization prune neural-architecture-search tinyml
Language:Jupyter Notebook 28
jiangyuang / ModelPruningLibrary
sparseconvnet model-pruning
Language:Python 21
cliang1453 / super-structured-lottery-tickets
Super Tickets in Pre-Trained Language Models: From Model Compression to Improving Generalization (ACL 2021)
lottery-ticket-hypothesis lottery-tickets multi-task-learning model-compression pre-trained-language-models model-pruning bert-fine-tuning natural-language-understanding acl2021 generalization
Language:Python 16
digital-nomad-cheng / MTCNN_PyTorch
face-detection face-detector deep-learning mtcnn pytorch model-compression model-pruning ncnn
Language:Python 9
insomnia250 / channel-prune
model-pruning pytorch
Language:Python 6
panchgonzalez / tf_object_detection_pruning
Model Pruning TensorFlow's Object Detection API
tensorflow model-pruning object-detection
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
jordddan / 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 2
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
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
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
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 1
bot66 / yolov5_pruning
Network pruning on yolov5.
model-pruning object-detection yolov5
Language:Python 0
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 🌳
model-pruning quantization floating-point dnn-optimization model-compression
Language:Jupyter Notebook
rbsathish / Model-pruning
Model-pruning
model-pruning pruning cnn-classification cnn-keras
Language:Jupyter Notebook