PCIe Accelerator
PCIe Accelerator? PCIe Accelerator cards are a special type of expansion cards designed specifically for the purpose of accelerating various workloads. Generally, those cards are plugged via a PCIe slot and are seen as standard PCIe devices by the host processor.
Using special library code, usually provided by the card manufacturer, programs can instruct the accelerator card to perform various operations. Those operations are then performed by the card and the result is sent back to the host processor.
Traditionally, accelerator cards used the standard PCIe card form factor. More recently, accelerator cards became available in a number of other form factors such as an M.2 PCIe board, OCP Accelerator Module, and EDSFF ruler cards.
PCIe Accelerator?
Typically, but not always, accelerator cards make use of custom ASIC chips (known as accelerators) in order to execute such workloads far more efficiently than what a normal general-purpose microprocessor would be capable of.
Typically, those operations are done quicker ("accelerated") on the card than the processor could perform on its own because the accelerator incorporate specialized logic to perform a set of complex operations in a way that cannot be implemented in software as easily or as efficiently.
Various FPGA-based accelerator cards also exist allowing the user to implement his own hardware acceleration functions.
Here are the key reasons behind the growing interest of businesses like yours in PCIe Accelerator:
- PCIe Accelerators improve access to data in server and storage applications
- PCIe Accelerators improve access to data in virtualized environments
- PCIe Accelerators improve access to data for Web serving and hosting, and database deployments such as SQL server, Oracle and In-Memory Computing
Hire the Best PCIe Accelerator developers
One of the leading edge computing solution providers today announced that IEI and Coral are partnering to expand edge AI business by providing an easier platform for AI developers.
These products provide high computing capability with low-power consumption with on-device ML acceleration technology that helps developers build fast, efficient, and affordable solutions for the edge.
For numerous AI applications at the edge, the different PCIe accelerators offers two modes: multitasking in parallel and model pipelining. This means a model can be assigned to each Edge TPU, running up to five models in parallel for extreme computing efficiency or, for scenarios that require larger models or faster throughput, model pipelining allows each Edge TPU to execute different segments of the same model, improving performance for high-speed applications while reducing overall latency. For these reasons, the PCIe accelerators are the ideal AI accelerator card for image classification, object detection and image segmentation.