Using FPGAs on Chameleon¶
Chameleon provides access to five FPGA nodes. Four nodes are located at CHI@TACC. Each of these nodes is fitted with a Nallatech 385A board with an Altera Arria 10 1150 GX FPGA (up to 1.5 TFlops), 8 GB DDR3 on-card memory, and dual QSFP 10/40 GbE support. One node is located at CHI@UC. The node is fitted with a Terasic DE5a-Net board with an Altera Arria 10 GX 1150 FPGA (up to 1.5 TFlops), 4 GB DDR3 on-card memory, and four QSFP 10/40 GbE support. All FPGA nodes are configured to run OpenCL code, but they can be reconfigured (by a request to our help desk) to run compiled designs prepared with Altera Quartus.
The following tutorials only apply to the FPGA nodes at CHI@TACC. For now, users of the UC FPGA node should compile their OpenCL codes on their workstation with a Quartus installation using their own license before uploading to the FPGA node – in the future, we will make the compiler available on the FPGA build node.
Due to export control limitations, access to the development toolchain requires verification of your user profile. This guide explains how to gain access to the development toolchain and execute code on the FPGA nodes. Briefly, the steps for building an FPGA application are:
- Setup Multi-Factor Authentication for TACC Resources by following this documentation
- Request access to the FPGA Build Node project at the Help Desk
- SSH to the
fpga01.tacc.chameleoncloud.orghost to build your FPGA application
scpto copy your FPGA application from
fpga01.tacc.chameleoncloud.orgto the FPGA node you wish to run it on
Due to licensing requirements, you must apply for access to the FPGA build system. Submit a ticket through our help system to request access.
FPGA resources are only available at CHI@TACC. Due to TACC’s security requirements, multi-factor authentication must be used to access the FPGA build system. You can either use a smartphone app (Apple iOS or Android) or SMS messaging: follow this documentation to set it up. Once you have set up multi-factor authentication, you can SSH to fpga01.tacc.chameleoncloud.org with your Chameleon username and password; you will also be asked for a TACC security token, which will be provided to you via the app or SMS.
Each user’s home directory will contain an archive file containing a Hello World OpenCL example:
exm_opencl_hello_world_x64_linux_16.0.tgz. Extract the archive with the following command:
tar -zxf exm_opencl_hello_world_x64_linux_16.0.tgz
Two directories will be extracted:
hello_world. Change into the
Compiling an OpenCL kernel often takes a very long time, so it is essential to debug by using the emulation feature of the compiler using
-march=emulator in the compiler command. Note that the
--board p385a_sch_ax115 parameter is required, and correctly identifies the FPGA boards available on Chameleon. Do not alter this parameter. In this example, the host application requires the output name to be
hello_world.aocx, so this parameter must also be unchanged.
aoc --board p385a_sch_ax115 device/hello_world.cl -o bin/hello_world.aocx -march=emulator
Build the host application, which is used to execute the OpenCL kernel.
Now run the emulated kernel.
env CL_CONTEXT_EMULATOR_DEVICE_ALTERA=1 ./bin/host
When debugging is complete, and the code is ready to be compiled for the FPGA hardware, remove the emulation flag. This may take several hours to complete, so we recommend you run it inside a terminal multiplexer, such as screen or tmux which are both installed on the build node.
aoc --board p385a_sch_ax115 device/hello_world.cl -o bin/hello_world.aocx
After completing development of an OpenCL kernel on our build node, the kernel and host application must be transferred and executed on a node with an FPGA accelerator.
When using CHI@TACC GUI to reserve nodes, use the Node Type to Reserve selector and choose FPGA. Alternatively, use the Resource Discovery web interface to reserve a node equipped with an FPGA accelerator card by filtering the node selection using the with FPGA button, and clicking Reserve at the bottom of the selection. Copy the generated CLI command and use it to create your reservation.
In order to have access to the required runtime environment for using the FPGAs, use the image CC-CentOS7-FPGA when launching your instance.
Log in to the instance, download the application code (both
hello_world directories) from the build system using
scp, and change into the
scp -r <username>@fpga01.tacc.chameleoncloud.org:~/common . scp -r <username>@fpga01.tacc.chameleoncloud.org:~/hello_world . cd hello_world
Compile the host application, if necessary.
Program FPGA with the OpenCL kernel, using
aocl0 as the device name.
aocl program acl0 ./bin/hello_world.aocx
Execute the host application to run on FPGA.
You should see an output like the following:
Querying platform for info: ========================== CL_PLATFORM_NAME = Altera SDK for OpenCL CL_PLATFORM_VENDOR = Altera Corporation CL_PLATFORM_VERSION = OpenCL 1.0 Altera SDK for OpenCL, Version 16.0 Querying device for info: ======================== CL_DEVICE_NAME = p385a_sch_ax115 : nalla_pcie (aclnalla_pcie0) CL_DEVICE_VENDOR = Nallatech ltd CL_DEVICE_VENDOR_ID = 4466 CL_DEVICE_VERSION = OpenCL 1.0 Altera SDK for OpenCL, Version 16.0 CL_DRIVER_VERSION = 16.0 CL_DEVICE_ADDRESS_BITS = 64 CL_DEVICE_AVAILABLE = true CL_DEVICE_ENDIAN_LITTLE = true CL_DEVICE_GLOBAL_MEM_CACHE_SIZE = 32768 CL_DEVICE_GLOBAL_MEM_CACHELINE_SIZE = 0 CL_DEVICE_GLOBAL_MEM_SIZE = 8589934592 CL_DEVICE_IMAGE_SUPPORT = true CL_DEVICE_LOCAL_MEM_SIZE = 16384 CL_DEVICE_MAX_CLOCK_FREQUENCY = 1000 CL_DEVICE_MAX_COMPUTE_UNITS = 1 CL_DEVICE_MAX_CONSTANT_ARGS = 8 CL_DEVICE_MAX_CONSTANT_BUFFER_SIZE = 2147483648 CL_DEVICE_MAX_WORK_ITEM_DIMENSIONS = 3 CL_DEVICE_MEM_BASE_ADDR_ALIGN = 8192 CL_DEVICE_MIN_DATA_TYPE_ALIGN_SIZE = 1024 CL_DEVICE_PREFERRED_VECTOR_WIDTH_CHAR = 4 CL_DEVICE_PREFERRED_VECTOR_WIDTH_SHORT = 2 CL_DEVICE_PREFERRED_VECTOR_WIDTH_INT = 1 CL_DEVICE_PREFERRED_VECTOR_WIDTH_LONG = 1 CL_DEVICE_PREFERRED_VECTOR_WIDTH_FLOAT = 1 CL_DEVICE_PREFERRED_VECTOR_WIDTH_DOUBLE = 0 Command queue out of order? = false Command queue profiling enabled? = true Using AOCX: hello_world.aocx Reprogramming device with handle 1 Kernel initialization is complete. Launching the kernel... Thread #2: Hello from Altera's OpenCL Compiler! Kernel execution is complete.