FPGA Acceleration of Binary Weighted Neural Network Inference
White Paper FPGA Acceleration of Binary Weighted Neural Network Inference One of the features of YOLOv3 is multiple-object recognition in a single image. We used
PCIe FPGA Card
510T
Arria 10 FPGA PCIe Board
Dual FPGAs and up to 32 GBytes DDR4
Obsolete Product Notice:
This is an obsolete product and is no longer available for purchase. Contact BittWare for a recommended newer product.
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Overview
Introducing ground-breaking single precision floating point performance of up to 1.5 TFLOPS per device. The BittWare 510T Datacenter Co-Processor is a standard-height, dual-slot PCIe board designed to deliver fast and efficient performance per watt. The OpenCL-programmable 510T features two Intel Arria 10 FPGAs, along with four banks of DDR4 external memory per FPGA.
Key Features
Dual Intel Arria 10 GX 1150
Up to 32 Gbytes DDR4
OpenCL BSP
Block Diagram, Data Sheet and Specifications
Specifications
FPGA
- Two Intel Arria 10 GX
- 1150GX in F45 package
- Core speed grade -2: I/O speed grade -3
- Contact BittWare for other Arria 10 GX options
On-board Flash
- Flash memory for booting FPGA
On-board memory
- Eight banks of DDR4 SDRAM x 72 bits
- Four 4GB banks per FPGA (32GB total)
- Transfer rate: 2133 MT/s
Host interface
- x16 Gen3 interface
System manager
- On-board Intel USB Blaster II
- Power and temperature monitoring
- Fault condition reporting to FPGA
Cooling
- Standard: double-width active heatsink (embedded fan)
- Optional: double-width passive heatsink
Electrical
- On-board power derived from 12V PCIe slot & one AUX connectors (8-pin)
- Power dissipation is application dependent
- Typical max power consumption 225W
Environmental
- Operating temperature: 5°C to 35°C
Quality
- Manufactured to IPC-A-610 Class 2
- RoHS compliant
Form factor
- Standard-height PCIe dual-slot board
- 4.37 x 10.5 inches (106.65 x 266.7 mm)
Development Tools
FPGA development
- BIST - Built-In Self-Test for CentOS 7 provided with source code (pinout, gateware, PCIe driver & host test application)
Application development
- Supported design flows - Intel FPGA OpenCL SDK, Quartus Prime Pro (HDL, Verilog, VHDL, etc.)
Deliverables
- 510T FPGA board
- USB cable (front panel access)
- Built-In Self-Test (BIST)
- OpenCL HPC Board Support Package (BSP)
- 1-year access to online Developer Site
- 1-year hardware warranty
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