NVIDIA A100 80 GB Tensor Core GPU delivers unprecedented acceleration at every scale to power the world’s highest-performing elastic data centers for Artificial Intelligence (AI), Data Analytics, and High Performance Computing (HPC). Powered by the NVIDIA Ampere Architecture, A100 80 GB is the engine of the NVIDIA data center platform. A100 80 GB provides up to 20X higher performance over the previous generation and can be partitioned into seven GPU instances to adjust to shifting demands dynamically.
The A100 80GB is a high-end GPU manufactured by NVIDIA, specifically designed for AI and ML workloads. When compared to other cloud GPU providers, its performance and efficiency are among the best available in the market. Here are some key features that make the A100 80GB stand out:
The A100 80GB has a massive 80GB of High Bandwidth Memory (HBM2), which is significantly larger than most other cloud GPUs. This makes it ideal for large-scale ML models that require a lot of memory.
The A100 80GB has 6,912 tensor cores, which are specifically designed for Deep Learning workloads. These cores can perform matrix multiplication and convolution operations much faster than traditional CPU or GPU cores, resulting in significant speedups for Deep Learning applications.
The A100 80GB uses PCIe Gen 4 technology, which provides higher bandwidth than previous generations. This means that data can be transferred to and from the GPU much faster, reducing latency and improving performance.
The A100 80GB supports MIG, which allows a single GPU to be divided into multiple smaller instances, each with its own memory, compute, and bandwidth resources. This makes it easier to run multiple workloads on a single GPU, increasing efficiency and reducing costs.
The A100 80GB Cloud GPU, produced by NVIDIA, is a powerful computing device that is designed to accelerate Deep Learning, Machine Learning, and HPC workloads in the cloud. Some real-world use cases for the A100 80GB Cloud GPU include:
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