tflite-micro VS neural-compressor

Compare tflite-micro vs neural-compressor and see what are their differences.

tflite-micro

Infrastructure to enable deployment of ML models to low-power resource-constrained embedded targets (including microcontrollers and digital signal processors). (by tensorflow)

neural-compressor

SOTA low-bit LLM quantization (INT8/FP8/INT4/FP4/NF4) & sparsity; leading model compression techniques on TensorFlow, PyTorch, and ONNX Runtime (by intel)
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tflite-micro neural-compressor
2 3
1,592 1,885
5.2% 5.8%
9.4 9.8
1 day ago 2 days ago
C++ Python
Apache License 2.0 Apache License 2.0
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

tflite-micro

Posts with mentions or reviews of tflite-micro. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-07-26.

neural-compressor

Posts with mentions or reviews of neural-compressor. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-07-26.

What are some alternatives?

When comparing tflite-micro and neural-compressor you can also consider the following projects:

openvino - OpenVINO™ is an open-source toolkit for optimizing and deploying AI inference

onnxruntime - ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator

tvm - Open deep learning compiler stack for cpu, gpu and specialized accelerators

TensorRT - NVIDIA® TensorRT™ is an SDK for high-performance deep learning inference on NVIDIA GPUs. This repository contains the open source components of TensorRT.

nebuly - The user analytics platform for LLMs

pi-gemm - A Raspberry Pi GPU-accelerated implementation of the GEMM matrix-multiply function

mmrazor - OpenMMLab Model Compression Toolbox and Benchmark.

deepsparse - Sparsity-aware deep learning inference runtime for CPUs

sparseml - Libraries for applying sparsification recipes to neural networks with a few lines of code, enabling faster and smaller models

tensorflow - An Open Source Machine Learning Framework for Everyone