Ecosyste.ms: Packages
An open API service providing package, version and dependency metadata of many open source software ecosystems and registries.
pypi.org "pruning" keyword
neural-compressor-full 2.1.1
Repository of Intel® Neural Compressor9 versions - Latest release: 12 months ago - 112 downloads last month - 1,974 stars on GitHub - 1 maintainer
neural-compressor-3x-pt 2.5.1
Repository of Intel® Neural Compressor4 versions - Latest release: about 1 month ago - 69 downloads last month - 1,974 stars on GitHub - 2 maintainers
Top 1.8% on pypi.org
29 versions - Latest release: about 1 month ago - 14 dependent packages - 281 dependent repositories - 29.3 thousand downloads last month - 1,974 stars on GitHub - 1 maintainer
neural-compressor 2.5.1
Repository of Intel® Neural Compressor29 versions - Latest release: about 1 month ago - 14 dependent packages - 281 dependent repositories - 29.3 thousand downloads last month - 1,974 stars on GitHub - 1 maintainer
neural-compressor-3x-tf 2.5.1
Repository of Intel® Neural Compressor4 versions - Latest release: about 1 month ago - 61 downloads last month - 1,974 stars on GitHub - 2 maintainers
neural-compressor-3x-ort 2.5.1
Repository of Intel® Neural Compressor2 versions - Latest release: about 1 month ago - 36 downloads last month - 1,974 stars on GitHub - 2 maintainers
neural-insights 2.4
Repository of Intel® Neural Compressor4 versions - Latest release: 5 months ago - 38 downloads last month - 1,971 stars on GitHub - 2 maintainers
neural-solution 2.4
Repository of Intel® Neural Compressor4 versions - Latest release: 5 months ago - 46 downloads last month - 1,683 stars on GitHub - 1 maintainer
Top 1.4% on pypi.org
63 versions - Latest release: about 10 hours ago - 51 dependent packages - 715 dependent repositories - 1.12 million downloads last month - 2,003 stars on GitHub - 8 maintainers
optimum 1.19.2
Optimum Library is an extension of the Hugging Face Transformers library, providing a framework t...63 versions - Latest release: about 10 hours ago - 51 dependent packages - 715 dependent repositories - 1.12 million downloads last month - 2,003 stars on GitHub - 8 maintainers
Top 8.9% on pypi.org
341 versions - Latest release: 3 months ago - 1 dependent repositories - 1.82 thousand downloads last month - 1,470 stars on GitHub - 1 maintainer
tf-model-optimization-nightly 0.8.0.dev2024021403
A suite of tools that users, both novice and advanced can use to optimize machine learning models...341 versions - Latest release: 3 months ago - 1 dependent repositories - 1.82 thousand downloads last month - 1,470 stars on GitHub - 1 maintainer
Top 1.3% on pypi.org
31 versions - Latest release: 3 months ago - 12 dependent packages - 882 dependent repositories - 797 thousand downloads last month - 1,470 stars on GitHub - 1 maintainer
tensorflow-model-optimization 0.8.0
A suite of tools that users, both novice and advanced can use to optimize machine learning models...31 versions - Latest release: 3 months ago - 12 dependent packages - 882 dependent repositories - 797 thousand downloads last month - 1,470 stars on GitHub - 1 maintainer
condensa 0.5.0b0
Condensa Programmable Model Compression Framework1 version - Latest release: over 4 years ago - 1 dependent repositories - 23 downloads last month - 146 stars on GitHub - 2 maintainers
aimet-onnx 0.0.2
AIMET for ONNX2 versions - Latest release: 3 months ago - 49 downloads last month - 1,920 stars on GitHub - 6 maintainers
aimet-tensorflow 0.0.1
AIMET for TensorFlow1 version - Latest release: 3 months ago - 42 downloads last month - 1,918 stars on GitHub - 7 maintainers
Top 8.1% on pypi.org
152 versions - Latest release: 1 day ago - 1 dependent package - 1 dependent repositories - 1.01 thousand downloads last month - 1,976 stars on GitHub - 1 maintainer
sparseml-nightly 1.8.0.20240508
Libraries for applying sparsification recipes to neural networks with a few lines of code, enabli...152 versions - Latest release: 1 day ago - 1 dependent package - 1 dependent repositories - 1.01 thousand downloads last month - 1,976 stars on GitHub - 1 maintainer
openvino-optimum 0.0.2
Intel OpenVINO extension for Hugging Face Transformers2 versions - Latest release: about 2 years ago - 1 dependent repositories - 22 downloads last month - 97 stars on GitHub - 1 maintainer
Top 4.6% on pypi.org
28 versions - Latest release: about 2 months ago - 5 dependent packages - 6 dependent repositories - 5.36 thousand downloads last month - 357 stars on GitHub - 1 maintainer
sparsezoo 1.7.0
Neural network model repository for highly sparse and sparse-quantized models with matching spars...28 versions - Latest release: about 2 months ago - 5 dependent packages - 6 dependent repositories - 5.36 thousand downloads last month - 357 stars on GitHub - 1 maintainer
Top 8.1% on pypi.org
158 versions - Latest release: 3 days ago - 3 dependent packages - 1 dependent repositories - 3.12 thousand downloads last month - 357 stars on GitHub - 1 maintainer
sparsezoo-nightly 1.8.0.20240506
Neural network model repository for highly sparse and sparse-quantized models with matching spars...158 versions - Latest release: 3 days ago - 3 dependent packages - 1 dependent repositories - 3.12 thousand downloads last month - 357 stars on GitHub - 1 maintainer
only-train-once 3.0.1
Only Train Once (OTO): Automatic One-Shot General DNN Training and Compression Framework17 versions - Latest release: 4 months ago - 175 downloads last month - 261 stars on GitHub - 2 maintainers
otoml 2.0.1
Only Train Once (OTO): Automatic One-Shot General DNN Training and Compression Framework1 version - Latest release: about 1 year ago - 16 downloads last month - 261 stars on GitHub - 2 maintainers
Top 6.7% on pypi.org
149 versions - Latest release: about 1 month ago - 3 dependent packages - 1 dependent repositories - 2.63 thousand downloads last month - 2,664 stars on GitHub - 1 maintainer
deepsparse-nightly 1.8.0.20240404
An inference runtime offering GPU-class performance on CPUs and APIs to integrate ML into your ap...149 versions - Latest release: about 1 month ago - 3 dependent packages - 1 dependent repositories - 2.63 thousand downloads last month - 2,664 stars on GitHub - 1 maintainer
Top 3.5% on pypi.org
40 versions - Latest release: about 2 months ago - 3 dependent packages - 6 dependent repositories - 5.1 thousand downloads last month - 2,664 stars on GitHub - 2 maintainers
deepsparse 1.7.1
An inference runtime offering GPU-class performance on CPUs and APIs to integrate ML into your ap...40 versions - Latest release: about 2 months ago - 3 dependent packages - 6 dependent repositories - 5.1 thousand downloads last month - 2,664 stars on GitHub - 2 maintainers
optimum-deepsparse 0.1.0.dev1
Optimum DeepSparse is an extension of the Hugging Face Transformers library that integrates the D...2 versions - Latest release: 7 months ago - 3 dependent packages - 53 downloads last month - 2,664 stars on GitHub - 1 maintainer
deepsparse-ent 1.7.0
An inference runtime offering GPU-class performance on CPUs and APIs to integrate ML into your ap...13 versions - Latest release: about 2 months ago - 2 dependent packages - 280 downloads last month - 2,664 stars on GitHub - 2 maintainers
pruningdistribution 0.1.0
Pruning of CNNs with distributions1 version - Latest release: 4 months ago - 10 downloads last month - 0 stars on GitHub - 2 maintainers
structured-pruning-adapters 0.7.1
Structured Pruning Adapters for PyTorch6 versions - Latest release: 11 months ago - 56 downloads last month - 14 stars on GitHub - 1 maintainer
Top 4.6% on pypi.org
8 versions - Latest release: about 1 year ago - 3 dependent packages - 31 dependent repositories - 329 downloads last month - 1,347 stars on GitHub - 2 maintainers
mmrazor 1.0.0
OpenMMLab Model Compression Toolbox and Benchmark8 versions - Latest release: about 1 year ago - 3 dependent packages - 31 dependent repositories - 329 downloads last month - 1,347 stars on GitHub - 2 maintainers
aimet-torch 1.31.1
AIMET torch Package4 versions - Latest release: 7 days ago - 123 downloads last month - 4 stars on GitHub - 8 maintainers
clika-inference 0.0.2
A fake package to warn the user they are not installing the correct package.3 versions - Latest release: 3 months ago - 2 downloads last month - 2 maintainers
Top 3.0% on pypi.org
39 versions - Latest release: about 2 months ago - 4 dependent packages - 20 dependent repositories - 3.37 thousand downloads last month - 1,976 stars on GitHub - 1 maintainer
sparseml 1.7.0
Libraries for applying sparsification recipes to neural networks with a few lines of code, enabli...39 versions - Latest release: about 2 months ago - 4 dependent packages - 20 dependent repositories - 3.37 thousand downloads last month - 1,976 stars on GitHub - 1 maintainer
textpruner 1.0.1
PyTorch-based model pruning toolkit for pre-trained language models7 versions - Latest release: over 2 years ago - 1 dependent repositories - 45 downloads last month - 349 stars on GitHub - 2 maintainers
clika-compression 0.0.2
A fake package to warn the user they are not installing the correct package.3 versions - Latest release: 3 months ago - 10 downloads last month - 2 maintainers
clika-ace 0.0.2
A fake package to warn the user they are not installing the correct package.3 versions - Latest release: 3 months ago - 14 downloads last month - 2 maintainers
torch-optim 0.0.4
PyTorch models optimization by neural network pruning4 versions - Latest release: about 2 years ago - 1 dependent repositories - 528 downloads last month - 1 stars on GitHub - 2 maintainers
clika-client 0.0.2
A fake package to warn the user they are not installing the correct package.3 versions - Latest release: 3 months ago - 26 downloads last month - 2 maintainers
optimum-furiosa 0.1.0
Optimum Furiosa is the interface between the 🤗 Transformers library and Furiosa NPUs such as Furi...1 version - Latest release: 10 months ago - 1 dependent package - 25 downloads last month - 24 stars on GitHub - 2 maintainers
tfkerassurgeon 0.2.1
A library for performing network surgery on trained tf.Keras models. Useful for deep neural netwo...2 versions - Latest release: almost 5 years ago - 1 dependent repositories - 45 downloads last month - 32 stars on GitHub - 2 maintainers
eve-mli 0.1.0
eve-mli: making learning interesting.2 versions - Latest release: over 3 years ago - 1 dependent repositories - 21 downloads last month - 9 stars on GitHub - 2 maintainers
ilit 1.0
Repository of Intel® Low Precision Optimization Tool3 versions - Latest release: over 3 years ago - 1 dependent repositories - 25 downloads last month - 1,963 stars on GitHub - 4 maintainers
decisiontreeconstraints 0.1
Building Decision Trees with Constraints1 version - Latest release: over 5 years ago - 1 dependent repositories - 25 downloads last month - 1 stars on GitHub - 2 maintainers
optimum-openvino 0.0.2
Intel OpenVINO extension for Hugging Face Transformers3 versions - Latest release: about 2 years ago - 1 dependent repositories - 60 downloads last month - 8 stars on GitHub - 2 maintainers
lpot 1.5.1
Repository of Intel® Low Precision Optimization Tool11 versions - Latest release: almost 3 years ago - 1 dependent package - 1 dependent repositories - 62 downloads last month - 1,963 stars on GitHub - 2 maintainers
condense 0.2.1
Neural Network Pruning Framework4 versions - Latest release: over 3 years ago - 19 downloads last month - 0 stars on GitHub - 2 maintainers
Top 9.5% on pypi.org
46 versions - Latest release: over 2 years ago - 1 dependent repositories - 355 downloads last month - 2,160 stars on GitHub - 1 maintainer
micronet 1.12.0
A model compression and deploy lib.46 versions - Latest release: over 2 years ago - 1 dependent repositories - 355 downloads last month - 2,160 stars on GitHub - 1 maintainer
delve 0.1.50
Delve lets you monitor PyTorch model layer saturation during training44 versions - Latest release: about 1 year ago - 1 dependent repositories - 226 downloads last month - 77 stars on GitHub - 4 maintainers
Top 2.6% on pypi.org
20 versions - Latest release: 14 days ago - 3 dependent packages - 99 dependent repositories - 73.5 thousand downloads last month - 772 stars on GitHub - 3 maintainers
nncf 2.10.0
Neural Networks Compression Framework20 versions - Latest release: 14 days ago - 3 dependent packages - 99 dependent repositories - 73.5 thousand downloads last month - 772 stars on GitHub - 3 maintainers
Top 5.4% on pypi.org
18 versions - Latest release: 9 months ago - 1 dependent package - 7 dependent repositories - 4.47 thousand downloads last month - 79 stars on GitHub - 2 maintainers
optimum-graphcore 0.7.1
Optimum Library is an extension of the Hugging Face Transformers library, providing a framework t...18 versions - Latest release: 9 months ago - 1 dependent package - 7 dependent repositories - 4.47 thousand downloads last month - 79 stars on GitHub - 2 maintainers
Top 9.0% on pypi.org
42 versions - Latest release: 15 days ago - 3 dependent packages - 1 dependent repositories - 81.8 thousand downloads last month - 316 stars on GitHub - 4 maintainers
optimum-intel 1.16.1
Optimum Library is an extension of the Hugging Face Transformers library, providing a framework t...42 versions - Latest release: 15 days ago - 3 dependent packages - 1 dependent repositories - 81.8 thousand downloads last month - 316 stars on GitHub - 4 maintainers
applechess 0.1
A simple alpha-beta chess engine with a Lichess bot interface.1 version - Latest release: about 2 months ago - 59 downloads last month - 0 stars on GitHub - 1 maintainer
nnplot 1.0.1
Plot Neural Networks and the weights of the links between their nodes2 versions - Latest release: over 4 years ago - 1 dependent repositories - 15 downloads last month - 9 stars on GitHub - 2 maintainers
pruner 0.0.6
A CLI tool for pruning your overgrown requirements file6 versions - Latest release: about 7 years ago - 7 dependent repositories - 35 downloads last month - 4 stars on GitHub - 2 maintainers
apple-upscale 0.1.1
Export utility for unconstrained channel pruned models2 versions - Latest release: 10 months ago - 35 downloads last month - 62 stars on GitHub - 2 maintainers
fasterai 0.2.3
A library to make neural networks lighter and faster with fastai17 versions - Latest release: 2 months ago - 1 dependent repositories - 132 downloads last month - 233 stars on GitHub - 2 maintainers
sparsify 1.6.1
Easy-to-use UI for automatically sparsifying neural networks and creating sparsification recipes ...24 versions - Latest release: 5 months ago - 1 dependent repositories - 57 downloads last month - 314 stars on GitHub - 1 maintainer
sparsify-nightly 1.7.0.20240304
Easy-to-use UI for automatically sparsifying neural networks and creating sparsification recipes ...141 versions - Latest release: 2 months ago - 1 dependent repositories - 136 downloads last month - 314 stars on GitHub - 1 maintainer
Top 6.2% on pypi.org
38 versions - Latest release: 3 months ago - 4 dependent packages - 1 dependent repositories - 5.25 thousand downloads last month - 2,281 stars on GitHub - 1 maintainer
torch-pruning 1.3.7
Towards Any Structural Pruning38 versions - Latest release: 3 months ago - 4 dependent packages - 1 dependent repositories - 5.25 thousand downloads last month - 2,281 stars on GitHub - 1 maintainer
modularitypruning 1.3.6
Pruning tool to identify small subsets of network partitions that are significant from the perspe...14 versions - Latest release: 6 months ago - 1 dependent repositories - 37 downloads last month - 16 stars on GitHub - 1 maintainer
qsparse 2.0.1
train neural networks with joint quantization and pruning on both weights and activations using a...17 versions - Latest release: over 1 year ago - 1 dependent repositories - 9 downloads last month - 37 stars on GitHub - 2 maintainers
torch-simplify 1.1.4
Simplification of pruned models for accelerated inference7 versions - Latest release: over 1 year ago - 1 dependent repositories - 40 downloads last month - 31 stars on GitHub - 2 maintainers
edgel3 0.2.1
Audio embeddings based on sparse or UST specialized (SEA) Look, Listen, and Learn (L3) models for...2 versions - Latest release: about 3 years ago - 1 dependent repositories - 12 downloads last month - 4 stars on GitHub - 2 maintainers
beautifulkuskus 0.18
Pruning library for beautifulsoup4 versions - Latest release: about 3 years ago - 1 dependent repositories - 14 downloads last month - 0 stars on GitHub - 2 maintainers
kd-lib 0.0.32
A PyTorch model compression library containing easy-to-use methods for knowledge distillation, pr...8 versions - Latest release: almost 2 years ago - 1 dependent repositories - 49 downloads last month - 566 stars on GitHub - 6 maintainers
Related Keywords
quantization
40
sparsity
22
pytorch
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deep-learning
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inference
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compression
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machine learning
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nlp
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onnx
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knowledge-distillation
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quantization-aware-training
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model-compression
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computer vision
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neural network
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post-training-quantization
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tensorflow
10
low-precision
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smoothquant
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large-language-models
9
transformers
9
object-detection
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quantization-aware training
9
post-training dynamic quantization
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post-training static quantization
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auto-tuning
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computer-vision
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machine-learning
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keras
8
training
8
sparsegpt
8
mxformat
8
int8
8
int4
8
gptq
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fp4
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awq
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deep learning
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optimization
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smaller-models
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sparsification
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pretrained-models
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automl
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learning
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edge
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transformer
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deep-neural-networks
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cpu
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deep-learning-algorithms
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deep-learning-models
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generative
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image-classification
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vision
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deepsparse
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llm
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clika
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neural networks
4
performance
4
machinelearning
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transfer-learning
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openvino
4
llm-inference
4
x86
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cpus
4
sparsification-recipe
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deep learning libraries
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machine
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torch
4
cv
4
intel
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object detection
3
runtime
3
tuning strategy
3
python
3
inference engine
3
sparse
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avx512
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auto-ml
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network-compression
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avx2
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network-quantization
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open-source
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x86_64
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opensource
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deep-learning-library
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model
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AI
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ml
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model compression
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visualization
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classification
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graphcore
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knowledge distillation
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sparsify
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inference-performance
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deep-learning-accelerator
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Pruning
2
neural-network
2