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- Platform for AI of Alibaba Cloud is a machine learning or deep learning engineering platform intended for enterprises and developers. It provides easy-to-use, cost-effective, high-performance, and easy-to-scale plug-ins that can be applied to various industry scenarios.
www.alibabacloud.com/en/product/machine-learning?_p_lc=1
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Jun 16, 2023 · Alibaba Cloud's Deep Learning services provide the computational power and tools required to train deep neural networks efficiently. These services find applications in image recognition, speech synthesis, autonomous driving, and other domains.
- Large-Scale Distributed Training Is A Trend of The Future
- Deep Learning Application Infrastructure
- Architecture of Large-Scale Deep Learning Application and Challenges
- Large-Scale Deep Learning Application Architecture Based on Cloud Computing
- Source Codes
As deep learning models become increasingly complex, they require greater computing power. A 90-epoch training on 1.28 million ImageNet images with ResNet-50 can achieve a 75% top-1 accuracy. This process takes about 5 days when using one P100 GPU. The major vendors have been using their own large-scale distributed training methods to shorten the t...
First, let's take a look at the infrastructure of deep learning applications. The entire architecture consists of four layers. The resource layer is at the top and includes computing resources, storage resources, and network resources. When developing deep learning applications, we need the computing resources of the GPU serversfor deep learning tr...
Why do we need to perform large-scale deep learning? For example, if we train a model with only one GPU card, it would take 7 days. In other words, after one model parameter is adjusted, it takes 7 days to find out whether the parameter is set correctly. If we use an 8-GPU card server, the training will take less than a day. If we increase the numb...
How can ordinary companies afford the implementation and use of these advanced technologies? Fortunately, we have cloud computing. Taking Alibaba Cloud as an example, to build an architecture for large-scale deep learning applications based on cloud computing, we can create large-scale GPU cloud computing servers on the resource layer to meet the n...
Source code for FastGPU one-key deployment and training of gesture recognition applications: https://github.com/aliyun/alibabacloud-aiacc-demo/tree/master/pytorch/gtc-demoSource code for distributed training for large-scale natural language processing: https://github.com/aliyun/alibabacloud-aiacc-demo/tree/master/tensorflow/bertNov 14, 2019 · This means that is that now developers can easily use the features of Facebook’s PyTorch deep learning framework, such as model training, prediction, and deployment, on Alibaba Cloud’s Machine...
- Alibaba Cloud
Apr 11, 2023 · Beijing, China, April 11, 2023 – Alibaba Cloud, the digital technology and intelligence backbone of Alibaba Group, today unveiled its latest large language model, Tongyi Qianwen. The new AI model will be integrated across Alibaba’s various businesses to improve user experience in the near future.
Machine Learning Platform For AI provides end-to-end machine learning services, including data processing, feature engineering ... Alibaba Reveals Its True Power as an AI Machine blog
In this course, we will introduce you to a wide variety of Machine Learning and AI material, including: The early history of machine learning and artificial intelligence; Common machine learning algorithms and their applications; Common deep learning tools and methods (Neural Networks, TensorFlow)
