Machine Learning

  • What is it?
    Machine learning (ML) is the scientific study of algorithms and statistical models that computer systems use to effectively perform a specific task without using explicit instructions, relying on models and inference instead. It is seen as a subset of artificial intelligence.

  • Why do you need it?
    A good AI needs time to develop and training, aka machine learning process, and it usually takes a large amount of time and effort to analyze and tweak. A good machine learning protocol and infrastructure is ideal in order to shorten the time of development.

  • Who needs it?
    If you are interested in developing any form of automatic or semi-automatic smart appliance that is capable of making decisions based on previously trained behaviors from big data that is known as Artificial Intelligence, you need to train your AI. Thus, you need machine learning.

  • How is GIGABYTE helpful?
    Our DNN training can optimize batch operations through automatic parameter adjustments and better GPU memory utilization. By adopting a graphical interface and letting non-technical users to experiment freely, the DNN shreds significant time from trial and error, making it the perfect cross-discipline AI training program to transform businesses to the new intelligent generation.

  • WE RECOMMEND
    RELATED ARTICLES
    Ushering in a New Era of Smart Healthcare Applications with 5G-based MEC

    5G

    Ushering in a New Era of Smart Healthcare Applications with 5G-based MEC

    A new epoch of smart medicine has been made possible with the proliferation of 5G. Healthcare has advanced from the treatment of symptoms to the early detection of disease and the tracking of each individual’s condition. GIGABYTE Technology offers the highly scalable, high-density E-Series Edge Servers for edge computing; by working with Alpha Networks Inc., GIGABYTE has brought the benefits of multi-access edge computing (MEC) to wearable devices and other Internet of Things (IoT) applications that will help to realize the vision of smart medicine. The compilation of big data, coupled with the low-latency characteristics of MEC, allow for faster data integration and analysis that will help healthcare providers offer customized, predictive care for their patients.
    Semiconductor Giant Selects GIGABYTE’s Two-Phase Immersion Cooling Solution

    Success Case

    Semiconductor Giant Selects GIGABYTE’s Two-Phase Immersion Cooling Solution

    GIGABYTE Technology has built a “two-phase immersion cooling solution” for one of Taiwan’s foremost semiconductor giants, to be used in its sustainable, future-proof “green HPC data centers”. Not only does the solution boost the performance of HPC processors by over 10%—which is crucial for the nanometer process technology used in IC foundries—it also reduces data center power consumption by 30% and lowers PUE below 1.08, which turns it into a role model of green computing that may be replicated in data centers around the world. This exemplary project demonstrates how GIGABYTE can support its clients’ CSR, ESG, and SDGs-related initiatives, and how GIGABYTE is working tirelessly to “Upgrade Your Life” with high tech while protecting our environment.
    What is Big Data, and How Can You Benefit from It?

    Tech Guide

    What is Big Data, and How Can You Benefit from It?

    You may be familiar with the term, “big data”, but how firm is your grasp of the concept? Have you heard of the “5 V’s” of big data? Can you recite the “Three Fundamental Steps” of how to use big data? Most importantly, do you know how to reap the benefits through the use of the right tools? GIGABYTE Technology, an industry leader in high-performance server solutions, is pleased to present our latest Tech Guide. We will walk you through the basics of big data, explain why it boasts unlimited potential, and finally delve into the GIGABYTE products that will help you ride high on the most exciting wave to sweep over the IT sector.
    GIGABYTE’s ARM Server Boosts Development of Smart Traffic Solution by 200%

    Success Case

    GIGABYTE’s ARM Server Boosts Development of Smart Traffic Solution by 200%

    A team of scientists at NTU has adopted GIGABYTE’s G242-P32 server and the Arm HPC Developer Kit to incubate a “high-precision traffic flow model”—a smart traffic solution that can be used to test autonomous vehicles and identify accident-prone road sections for immediate redress. The ARM-based solution gives the project a 200% boost in efficiency, thanks to the cloud-native processor architecture that “speaks” the same coding language as the roadside sensors, the high number of CPU cores that excel at parallel computing, the synergy with GPUs that enable heterogeneous computing, and the ISO certifications which make the resulting model easily deployable for automakers and government regulators alike.
    CSR and ESG in Action: GIGABYTE Helps NCKU Train Award-Winning Supercomputing Team

    Success Case

    CSR and ESG in Action: GIGABYTE Helps NCKU Train Award-Winning Supercomputing Team

    GIGABYTE Technology is not only a leading brand in high-performance server solutions—it is also an active force for good when it comes to CSR and ESG activities. Case in point: in 2020, GIGABYTE provided four G482-Z50 servers to Taiwan’s Cheng Kung University. The servers were used to train a team of talented students, who went on to take first place in that year’s APAC HPC-AI Competition in Singapore. The parallel computing performance of the servers’ processors, the seamless connectivity between the servers, and the servers’ unrivalled reliability are the reasons why GIGABYTE servers are ideal for educating the next generation of supercomputing experts. GIGABYTE is happy to give back to society and contribute to human advancement through high tech solutions.
    NCHC and Xanthus Elevate Taiwanese Animation on the World Stage with GIGABYTE Servers

    Success Case

    NCHC and Xanthus Elevate Taiwanese Animation on the World Stage with GIGABYTE Servers

    Created by Greener Grass Production, the Taiwanese sci-fi mini-series “2049” has debuted on Netflix and various local TV channels. The animated spin-off “2049+ Voice of Rebirth”, crafted by Xanthus Animation Studio, will soon premiere on the streaming service myVideo. The CGI show was created with the NCHC Render Farm’s GIGABYTE servers, which employ top-of-the-line NVIDIA® graphics cards to empower artists with industry-leading rendering capabilities. The servers can take on multiple workloads simultaneously through parallel computing, and they boast a wide range of patented smart features that ensure stability and availability. With all it has going for it, “2049+ Voice of Rebirth” may garner enough attention to become the breakout hit that will introduce Taiwanese animation to international audiences.
    What is a Server? A Tech Guide by GIGABYTE

    Tech Guide

    What is a Server? A Tech Guide by GIGABYTE

    In the modern age, we enjoy an incredible amount of computing power—not because of any device that we own, but because of the servers we are connected to. They handle all our myriad requests, whether it is to send an email, play a game, or find a restaurant. They are the inventions that make our intrinsically connected age of digital information possible. But what, exactly, is a server? GIGABYTE Technology, an industry leader in high-performance servers, presents our latest Tech Guide. We delve into what a server is, how it works, and what exciting new breakthroughs GIGABYTE has made in the field of server solutions.
    Spain’s IFISC Tackles COVID-19, Climate Change with GIGABYTE Servers

    Success Case

    Spain’s IFISC Tackles COVID-19, Climate Change with GIGABYTE Servers

    By using GIGABYTE, Spain’s Institute for Cross-Disciplinary Physics and Complex Systems is pitting the world’s foremost server solutions against some of the world’s most pressing issues, including the effects of climate change, the effects of pollution, and the COVID-19 pandemic. GIGABYTE servers are up to the diverse and daunting tasks, because they are designed for high performance computing, intensive numerical simulations, AI development, and big data management.
    Back to top