Re: [PATCH v3 0/9] Xilinx AI engine kernel driver
From: Daniel Vetter <hidden>
Date: 2020-12-15 09:50:27
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dri-devel, linux-devicetree, linux-media, lkml
On Mon, Dec 14, 2020 at 04:24:17PM -0800, Jiaying Liang wrote:
On 12/11/20 11:39 AM, Daniel Vetter wrote:quoted
Hi all On Fri, Dec 11, 2020 at 8:03 PM Alex Deucher[off-list ref] wrote:quoted
On Mon, Nov 30, 2020 at 3:25 AM Wendy Liang[off-list ref] wrote:quoted
AI engine is the acceleration engine provided by Xilinx. These engines provide high compute density for vector-based algorithms, and flexible custom compute and data movement. It has core tiles for compute and shim tiles to interface the FPGA fabric. You can check the AI engine architecture document for more hardware details: https://www.xilinx.com/support/documentation/architecture-manuals/am009-versal-ai-engine.pdf This patch series adds a Linux kernel driver to manage the Xilinx AI engine array device and AI engine partitions (groups of AI engine tiles dedicated to an application).Hi Wendy, I think it would be good to provide an overview of how your stack works in general. That would give reviewers a better handle on how all of this fits together. I'd suggest including an overview in the cover letter and also in the commit message and/or as a comment in the code in one of the patches. I'm not really an expert when it comes to FPGAs, but this basically looks like a pretty low level interface to set up the data fabric for a kernel that will run on the soft logic or maybe the microcontroller on the board. It doesn't have to be super detailed, just a nice flow for how you might use this. E.g., Userspace uses ioctls X, Y, Z to configure the data fabric for the FPGA kernel. The kernels can run on... . DMA access to system memory for data sets can be allocated using ioctl A. DMA access is limited by... . The user can then load the FPGA kernel on to one of the engines using ioctl B and finally they can kick off the whole thing using ioctl C. FPGA kernels are compiled using YYY toolchain and use use the following runtime (link to runtime) to configure the data fabric using ioctls X, Y, Z.At least for drm drivers we ideally have that as a .rst file in Documentation/. With that you can even do full svg graphs, or just dot graphs, of the overall stack if you really want to go overboard :-)quoted
It would also be good to go over the security implications of the design. E.g., can the FPGA kernel(s) access the DMA engine directly, or is it limited to just the DMA regions set up by the ioctls? Also, does the hardware and software design allow for multiple users? If so, how does that work?I've also seen indications that there's some on-chip or on-card memory. How that's planned to be used and whether we want to manage this (maybe even with something like ttm) would be good to understand. All excellent questions from Alex, just figured I add some more. Cheers, DanielHi Alex, Daniel, Below is an overview of the driver. AI engine kernel driver manages Xilinx AI engine device. An AI engine device contains cores tiles and SHIM tiles. Core tiles are the computation tiles , the SHIM tiles are the tiles interfacing to external components. +--------+--------+--------+--------+ | Core | Core | Core | Core | ... | | | | | +-----------------------------------+ | Core | Core | Core | Core | ... | | | | | +--------+--------+--------+--------- ... +--------+--------+-----------------+ | SHIM | SHIM | SHIM |SHIM | | PL | PL | PL |PL | NOC | +---+----+---+----+---+-----+-------+ AXI Streams | | | | |AXI MM | | | | | Events Singals | | | | | | | | | | | | | | | +---+--------+--------+-----+ +--+------+ | FPGA | | NOC | | | | | +---------------------------+ +--+-------+ | | +---+------+ | DDR | +----------+
Your diagram here didn't survive email unfortunately :-/ Quick question: Where's the fpga driver for this chip? I'm assuming it's something separate.
Each Core tile contains computing module, local memory and DMA module. The local memory DMA module takes data from or to the AXI streams and writes it to or reads it from the local memory. The computing module can also directly get/put data from/to the AXI stream. The AIE SHIM enables AIE tiles to get/put data from/to AXI streams from FPGA, enables external master to access AI engine address space through AXI MM. SHIM NoC module has DMA engine, which can access extern memory though AXI MM and push it to internal AXI streams. At runtime, the AI engine tiles interconnection needs to be configured so that it can get fetch data from external components or adjacent tiles, and AI engine core program needs to be loaded. And then user application can push data to the AI engine array and start/stop AI engine core. AI engine device errors can be raised as events, the AI engine kernel driver listens to the events interrupt to monitor runtime async device errors. Instead of application directly interacting with the AI engine kernel APIs, user application/libraries interacts with AI engine userspace library: https://github.com/Xilinx/embeddedsw/tree/master/XilinxProcessorIPLib/drivers/aienginev2 It provides cross OSes low level functional abstraction such as how to connect one stream port to another stream port, how to configure core tile local DMA. The AI engine library can be used by other runtime libraries such as Xilinx runtime (XRT) library: https://xilinx.github.io/XRT/master/html/index.html, which provides acceleration abstraction for Xilinx accelerators, it has extensions to interface to other acceleration framework such as OpenCL. XRT provides buffer handling abstractions for user application to share data between applicaiton and devices. Here is an example of application runtime stack: +----------------------------+ | Application | | | +----------------------------+ | XRT | | | +----------------------------+ | AIE Library | | | +----------------------------+ +----------------------------------------+ Kern +----------------------------+ | AIE Partition +--+ +----------------------------+ | |----------------------------+ +----------------------------+ | AIE Device | | | +----------------------------+ The AI engine kernel driver provides the following user interfaces: * AIE device driver is the root device driver to manage the partitions of of the AI engine device array. AI engine array can be partitioned into column wised isolated partitions. Each applicaiton can only access its own partitions. * AIE device driver monitors the interrupt from the AI enigne device. All AI engine tiles shared the same interrupt for error events. * AIE partition driver controls address mapping and access of the registers/local memories of the tiles within a partition. * It provides mmap operation to enable application to direclty access the tiles local memories for small data update such as parameter update for performance. * It provides mmap operatio to map all the registers as readonly for application to poll registers efficiently to check status. * It provides ioctl for userspace to pass I/O commands to write/mask write the registers. How to configure is defined by userspace. Userspace will pass the I/O commands sequence to the kernel driver, and kernel driver will validate the commands before it writes to the registers. * It provides ioctl to import dmabuf and ioctl to configure the the DMA module in the SHIM tile which can access memory outside AI engine array.
This sounds a bit like there's no model for running multiple userspace, aside from hard-partitioning the chip? Could we suspend/resume clients by saving/restoring that entire mmio range that they set up?
The buffer management is out of this driver. In the above example, user application uses Xilinx runtime(XRT), XRT is the one to manage the buffers.
Somehow you're getting data in/out of these compute tiles, and from your description it sounds like that's done through special AXI streams that connect to this NOC thing? So someone needs to manage that memory, and on the kernel side you probably need something which can do the dma_map_sg for said memory. So which kernel driver does that? In the past there was a drm driver submission for iirc a xilinx fpga, but we can't take that one because only the runtime, not the compiler are open source. Is that the part which provides memory management (together with the userspace runtime)? -Daniel
Best Regards, Wendyquoted
quoted
Thanks, Alexquoted
v3: * unlock AIE dev mutex after failed to gain the partition lock in errors handing * replace pointer with __u64 and enum with __u32 in ioctl v2: * Fix dtschema check errors * Fix test bot warning on interrupt implementation. Removed set but unused varaible. * Fix compilation unused function warning of firmware change in case ZynqMP firmware is not configured * There are other warning on ZynqMP firmware reported from testbot which is not introduced by this patch set. "[PATCH] firmware: xlnx-zynqmp: fix compilation warning" is submitted for those fixes. Izhar Ameer Shaikh (1): firmware: xilinx: Add IOCTL support for AIE ISR Clear Nishad Saraf (2): misc: xilinx-ai-engine: Add support to request device management services misc: xilinx-ai-engine: Add support for servicing error interrupts Wendy Liang (6): dt-binding: soc: xilinx: ai-engine: Add AI engine binding misc: Add Xilinx AI engine device driver misc: xilinx-ai-engine: Implement AI engine cleanup sequence misc: xilinx-ai-engine: expose AI engine tile memories to userspace misc: xilinx-ai-engine: add setting shim dma bd operation misc: xilinx-ai-engine: add request and release tiles .../bindings/soc/xilinx/xlnx,ai-engine.yaml | 126 ++++ MAINTAINERS | 8 + drivers/firmware/xilinx/zynqmp.c | 14 + drivers/misc/Kconfig | 12 + drivers/misc/Makefile | 1 + drivers/misc/xilinx-ai-engine/Makefile | 16 + drivers/misc/xilinx-ai-engine/ai-engine-aie.c | 608 +++++++++++++++++++ drivers/misc/xilinx-ai-engine/ai-engine-clock.c | 245 ++++++++ drivers/misc/xilinx-ai-engine/ai-engine-dev.c | 496 ++++++++++++++++ drivers/misc/xilinx-ai-engine/ai-engine-dma.c | 481 +++++++++++++++ drivers/misc/xilinx-ai-engine/ai-engine-internal.h | 519 ++++++++++++++++ .../misc/xilinx-ai-engine/ai-engine-interrupt.c | 659 +++++++++++++++++++++ drivers/misc/xilinx-ai-engine/ai-engine-mem.c | 275 +++++++++ drivers/misc/xilinx-ai-engine/ai-engine-part.c | 635 ++++++++++++++++++++ drivers/misc/xilinx-ai-engine/ai-engine-res.c | 219 +++++++ drivers/misc/xilinx-ai-engine/ai-engine-reset.c | 159 +++++ include/linux/firmware/xlnx-zynqmp.h | 8 + include/uapi/linux/xlnx-ai-engine.h | 238 ++++++++ 18 files changed, 4719 insertions(+) create mode 100644 Documentation/devicetree/bindings/soc/xilinx/xlnx,ai-engine.yaml create mode 100644 drivers/misc/xilinx-ai-engine/Makefile create mode 100644 drivers/misc/xilinx-ai-engine/ai-engine-aie.c create mode 100644 drivers/misc/xilinx-ai-engine/ai-engine-clock.c create mode 100644 drivers/misc/xilinx-ai-engine/ai-engine-dev.c create mode 100644 drivers/misc/xilinx-ai-engine/ai-engine-dma.c create mode 100644 drivers/misc/xilinx-ai-engine/ai-engine-internal.h create mode 100644 drivers/misc/xilinx-ai-engine/ai-engine-interrupt.c create mode 100644 drivers/misc/xilinx-ai-engine/ai-engine-mem.c create mode 100644 drivers/misc/xilinx-ai-engine/ai-engine-part.c create mode 100644 drivers/misc/xilinx-ai-engine/ai-engine-res.c create mode 100644 drivers/misc/xilinx-ai-engine/ai-engine-reset.c create mode 100644 include/uapi/linux/xlnx-ai-engine.h -- 2.7.4 _______________________________________________ dri-devel mailing list dri-devel@lists.freedesktop.org https://lists.freedesktop.org/mailman/listinfo/dri-devel_______________________________________________ dri-devel mailing list dri-devel@lists.freedesktop.org https://lists.freedesktop.org/mailman/listinfo/dri-devel
-- Daniel Vetter Software Engineer, Intel Corporation http://blog.ffwll.ch _______________________________________________ linux-arm-kernel mailing list linux-arm-kernel@lists.infradead.org http://lists.infradead.org/mailman/listinfo/linux-arm-kernel