Lightseq
WebApr 8, 2024 · As the field of single-cell genomics continues to develop, the generation of large-scale scRNA-seq datasets has become more prevalent. While these datasets offer tremendous potential for shedding light on the complex biology of individual cells, the sheer volume of data presents significant challenges for management and analysis. To address … WebLightSeq provides a streamlined and straightforward workflow for scientists to combine in situ imaging and protein staining with sequencing of the same cellular populations, leaving the sample intact for further analysis. We look forward to seeing more exciting work applying the Mightex Polygon to further develop this technique!
Lightseq
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WebLightSeq includes three techniques for speedup, namely layer-specific kernels to increase GPU utilization, fine-grain mixed-precision trainer, and a improved strategy for efficient GPU memory management. LightSeq is the first to accelerate …
WebJul 30, 2024 · About. •10+ years of experience in wet lab, including assay development using NGS. Expert in developmental biology, molecular biology, genetics, epigenetics, etc. •Working knowledge of ... WebOne of the most common applications of Fairseq among speech processing enthusiasts is wav2vec (and all the variants), a framework that aims to extract new types of input vectors for acoustic models from raw audio, using pre-training and self-supervised learning.
WebLightSeq includes a series of GPU optimization techniques to to streamline the computation of neural layers and to reduce memory footprint. LightSeq can easily import models …
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