• Stars
    star
    365
  • Rank 116,851 (Top 3 %)
  • Language
    C
  • License
    Other
  • Created over 3 years ago
  • Updated 25 days ago

Reviews

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

Repository Details

The PULP Ara is a 64-bit Vector Unit, compatible with the RISC-V Vector Extension Version 1.0, working as a coprocessor to CORE-V's CVA6 core

Ara

ci

Ara is a vector unit working as a coprocessor for the CVA6 core. It supports the RISC-V Vector Extension, version 1.0.

Dependencies

Check DEPENDENCIES.md for a list of hardware and software dependencies of Ara.

Supported instructions

Check FUNCTIONALITIES.md to check which instructions are currently support by Ara.

Get started

Make sure you clone this repository recursively to get all the necessary submodules:

git submodule update --init --recursive

If the repository path of any submodule changes, run the following command to change your submodule's pointer to the remote repository:

git submodule sync --recursive

Toolchain

Ara requires a RISC-V LLVM toolchain capable of understanding the vector extension, version 1.0.

To build this toolchain, run the following command in the project's root directory.

# Build the LLVM toolchain
make toolchain-llvm

Ara also requires an updated Spike ISA simulator, with support for the vector extension.

To build Spike, run the following command in the project's root directory.

# Build Spike
make riscv-isa-sim

Verilator

Ara requires an updated version of Verilator, for RTL simulations.

To build it, run the following command in the project's root directory.

# Build Verilator
make verilator

Configuration

Ara's parameters are centralized in the config folder, which provides several configurations to the vector machine. Please check config/README.md for more details.

Prepend config=chosen_ara_configuration to your Makefile commands, or export the ARA_CONFIGURATION variable, to chose a configuration other than the default one.

Software

Build Applications

The apps folder contains example applications that work on Ara. Run the following command to build an application. E.g., hello_world:

cd apps
make bin/hello_world

SPIKE Simulation

All the applications can be simulated with SPIKE. Run the following command to build and run an application. E.g., hello_world:

cd apps
make bin/hello_world.spike
make spike-run-hello_world

RISC-V Tests

The apps folder also contains the RISC-V tests repository, including a few unit tests for the vector instructions. Run the following command to build the unit tests:

cd apps
make riscv_tests

RTL Simulation

To simulate the Ara system with ModelSim, go to the hardware folder, which contains all the SystemVerilog files. Use the following command to run your simulation:

# Go to the hardware folder
cd hardware
# Apply the patches (only need to run this once)
make apply-patches
# Only compile the hardware without running the simulation.
make compile
# Run the simulation with the *hello_world* binary loaded
app=hello_world make sim
# Run the simulation with the *some_binary* binary. This allows specifying the full path to the binary
preload=/some_path/some_binary make sim
# Run the simulation without starting the gui
app=hello_world make simc

We also provide the simv makefile target to run simulations with the Verilator model.

# Go to the hardware folder
cd hardware
# Apply the patches (only need to run this once)
make apply-patches
# Only compile the hardware without running the simulation.
make verilate
# Run the simulation with the *hello_world* binary loaded
app=hello_world make simv

It is also possible to simulate the unit tests compiled in the apps folder. Given the number of unit tests, we use Verilator. Use the following command to install Verilator, verilate the design, and run the simulation:

# Go to the hardware folder
cd hardware
# Apply the patches (only need to run this once)
make apply-patches
# Verilate the design
make verilate
# Run the tests
make riscv_tests_simv

Alternatively, you can also use the riscv_tests target at Ara's top-level Makefile to both compile the RISC-V tests and run their simulation.

Traces

Add trace=1 to the verilate, simv, and riscv_tests_simv commands to generate waveform traces in the fst format. You can use gtkwave to open such waveforms.

Ideal Dispatcher mode

CVA6 can be replaced by an ideal FIFO that dispatches the vector instructions to Ara with the maximum issue-rate possible. In this mode, only Ara and its memory system affect performance. This mode has some limitations:

  • The dispatcher is a simple FIFO. Ara and the dispatcher cannot have complex interactions.
  • Therefore, the vector program should be fire-and-forget. There cannot be runtime dependencies from the vector to the scalar code.
  • Not all the vector instructions are supported, e.g., the ones that use the rs2 register.

To compile a program and generate its vector trace:

cd apps
make bin/${program}.ideal

This command will generate the ideal binary to be loaded in the L2 memory for the simulation (data accessed by the vector code). To run the system in Ideal Dispatcher mode:

cd hardware
make sim app=${program} ideal_dispatcher=1

VCD Dumping

It's possible to dump VCD files for accurate activity-based power analyses. To do so, use the vcd_dump=1 option to compile the program and to run the simulation:

make -C apps bin/${program} vcd_dump=1
make -C hardware simc app=${program} vcd_dump=1

Currently, the following kernels support automatic VCD dumping: fmatmul, fconv3d, fft, dwt, exp, cos, log, dropout, jacobi2d.

Linting Flow

We also provide Synopsys Spyglass linting scripts in the hardware/spyglass. Run make lint in the hardware folder, with a specific MemPool configuration, to run the tests associated with the lint_rtl target.

Publications

If you want to use Ara, you can cite us:

@Article{Ara2020,
  author = {Matheus Cavalcante and Fabian Schuiki and Florian Zaruba and Michael Schaffner and Luca Benini},
  journal= {IEEE Transactions on Very Large Scale Integration (VLSI) Systems},
  title  = {Ara: A 1-GHz+ Scalable and Energy-Efficient RISC-V Vector Processor With Multiprecision Floating-Point Support in 22-nm FD-SOI},
  year   = {2020},
  volume = {28},
  number = {2},
  pages  = {530-543},
  doi    = {10.1109/TVLSI.2019.2950087}
}
@INPROCEEDINGS{9912071,
  author={Perotti, Matteo and Cavalcante, Matheus and Wistoff, Nils and Andri, Renzo and Cavigelli, Lukas and Benini, Luca},
  booktitle={2022 IEEE 33rd International Conference on Application-specific Systems, Architectures and Processors (ASAP)},
  title={A “New Ara” for Vector Computing: An Open Source Highly Efficient RISC-V V 1.0 Vector Processor Design},
  year={2022},
  volume={},
  number={},
  pages={43-51},
  doi={10.1109/ASAP54787.2022.00017}}

More Repositories

1

axi

AXI SystemVerilog synthesizable IP modules and verification infrastructure for high-performance on-chip communication
SystemVerilog
1,007
star
2

pulpino

An open-source microcontroller system based on RISC-V
C
876
star
3

pulp-dronet

A deep learning-powered visual navigation engine to enables autonomous navigation of pocket-size quadrotor - running on PULP
C
491
star
4

pulpissimo

This is the top-level project for the PULPissimo Platform. It instantiates a PULPissimo open-source system with a PULP SoC domain, but no cluster.
SystemVerilog
381
star
5

pulp

This is the top-level project for the PULP Platform. It instantiates a PULP open-source system with a PULP SoC (microcontroller) domain accelerated by a PULP cluster with 8 cores.
SystemVerilog
343
star
6

common_cells

Common SystemVerilog components
SystemVerilog
331
star
7

mempool

A 256-RISC-V-core system with low-latency access into shared L1 memory.
C
273
star
8

bender

A dependency management tool for hardware projects.
Rust
232
star
9

snitch

⛔ DEPRECATED ⛔ Lean but mean RISC-V system!
SystemVerilog
218
star
10

cheshire

A minimal Linux-capable 64-bit RISC-V SoC built around CVA6
Verilog
194
star
11

riscv-dbg

RISC-V Debug Support for our PULP RISC-V Cores
SystemVerilog
183
star
12

FlooNoC

A Fast, Low-Overhead On-chip Network
SystemVerilog
131
star
13

pulp-sdk

C
99
star
14

hero

Heterogeneous Research Platform (HERO) for exploration of heterogeneous computers consisting of programmable many-core accelerators and an application-class host CPU, including full-stack software and hardware.
SystemVerilog
94
star
15

iDMA

A modular, parametrizable, and highly flexible Data Movement Accelerator (DMA)
SystemVerilog
89
star
16

pulp-nn

C
76
star
17

dory

A tool to deploy Deep Neural Networks on PULP-based SoC's
Python
76
star
18

carfield

A mixed-criticality platform built around Cheshire, with a number of safety/security and predictability features. Ready-to-use FPGA flow on multiple boards is available.
Tcl
72
star
19

pulp-riscv-gnu-toolchain

C
72
star
20

spatz

Spatz is a compact RISC-V-based vector processor meant for high-performance, small computing clusters.
C
71
star
21

register_interface

Generic Register Interface (contains various adapters)
SystemVerilog
68
star
22

pulp_soc

pulp_soc is the core building component of PULP based SoCs
SystemVerilog
63
star
23

morty

A SystemVerilog source file pickler.
Rust
51
star
24

snitch_cluster

An energy-efficient RISC-V floating-point compute cluster.
C
50
star
25

bigpulp

⛔ DEPRECATED ⛔ RISC-V manycore accelerator for HERO, bigPULP hardware platform
SystemVerilog
50
star
26

axi_riscv_atomics

AXI Adapter(s) for RISC-V Atomic Operations
SystemVerilog
43
star
27

nemo

NEural Minimizer for pytOrch
Python
40
star
28

common_verification

SystemVerilog modules and classes commonly used for verification
SystemVerilog
39
star
29

pulp-runtime

Simple runtime for Pulp platforms
C
34
star
30

redmule

SystemVerilog
33
star
31

pulp-dsp

C
32
star
32

quantlab

Shell
32
star
33

RVfplib

Optimized RISC-V FP emulation for 32-bit processors
Assembly
31
star
34

pulp_cluster

The multi-core cluster of a PULP system.
SystemVerilog
31
star
35

fann-on-mcu

C
29
star
36

svase

C++
29
star
37

culsans

Tightly-coupled cache coherence unit for CVA6 using the ACE protocol
C
27
star
38

pulp-trainlib

Floating-Point Optimized On-Device Learning Library for the PULP Platform.
C
26
star
39

tech_cells_generic

Technology dependent cells instantiated in the design for generic process (simulation, FPGA)
SystemVerilog
25
star
40

clint

RISC-V Core Local Interrupt Controller (CLINT)
SystemVerilog
24
star
41

cheshire-ihp130-o

Tcl
24
star
42

stream-ebpc

Provides the hardware code for the paper "EBPC: Extended Bit-Plane Compression for Deep Neural Network Inference and Training Accelerators" by Lukas Cavigelli, Georg Rutishauser, Luca Benini.
SystemVerilog
23
star
43

axi_mem_if

Simple single-port AXI memory interface
SystemVerilog
23
star
44

uvm-components

Contains commonly used UVM components (agents, environments and tests).
SystemVerilog
22
star
45

hero-sdk

⛔ DEPRECATED ⛔ HERO Software Development Kit
Shell
21
star
46

ri5cy_gnu_toolchain

Makefile
21
star
47

jtag_dpi

JTAG DPI module for SystemVerilog RTL simulations
SystemVerilog
21
star
48

fpu

SystemVerilog
21
star
49

axi_llc

SystemVerilog
20
star
50

neureka

2-8bit weights, 8-bit activations flexible Neural Processing Engine for PULP clusters
SystemVerilog
19
star
51

hyperbus

SystemVerilog
18
star
52

axi_spi_slave

SystemVerilog
18
star
53

quantlib

A library to train and deploy quantised Deep Neural Networks
Python
18
star
54

clic

RISC-V fast interrupt controller
SystemVerilog
18
star
55

axi_node

AXI X-Bar
SystemVerilog
17
star
56

serial_link

A simple, scalable, source-synchronous, all-digital DDR link
SystemVerilog
17
star
57

croc

A PULP SoC for education, easy to understand and extend with a full flow for a physical design.
SystemVerilog
16
star
58

banshee

Rust
16
star
59

occamy

A high-efficiency system-on-chip for floating-point compute workloads.
Python
16
star
60

rbe

Reconfigurable Binary Engine
SystemVerilog
15
star
61

sne

SystemVerilog
15
star
62

gvsoc

Pulp virtual platform
C++
15
star
63

axi_spi_master

SystemVerilog
15
star
64

hwpe-stream

IPs for data-plane integration of Hardware Processing Engines (HWPEs) within a PULP system
SystemVerilog
14
star
65

Deeploy

ONNX-to-C Compiler for Heterogeneous SoCs
Python
14
star
66

fpu_div_sqrt_mvp

[UNRELEASED] FP div/sqrt unit for transprecision
SystemVerilog
13
star
67

ne16

Neural Engine, 16 input channels
SystemVerilog
13
star
68

trace_debugger

Capture retired instructions of a RISC-V Core and compress them to a sequence of packets.
SystemVerilog
12
star
69

axi2apb

SystemVerilog
12
star
70

mibench

The MiBench testsuite, extended for use in general embedded environments
C
12
star
71

adv_dbg_if

Advanced Debug Interface
SystemVerilog
12
star
72

hci

Heterogeneous Cluster Interconnect to bind special-purpose HW accelerators with general-purpose cluster cores
SystemVerilog
12
star
73

trdb

RISC-V processor tracing tools and library
C
12
star
74

pulp-nn-mixed

C
11
star
75

pulp-freertos

FreeRTOS for PULP
C
11
star
76

ecg-tcn

Official code for ECG-TCN paper accepted for publication on AICAS2021
Python
11
star
77

safety_island

A reliable, real-time subsystem for the Carfield SoC
C
11
star
78

ELAU

SystemVerilog
10
star
79

jtag_pulp

Verilog
10
star
80

AI-deck-workshop

Assembly
10
star
81

pulp-debug-bridge

Tool to connect the workstation to the pulp targets abd interact with them
C++
10
star
82

hier-icache

SystemVerilog
10
star
83

quadrilatero

matrix-coprocessor for RISC-V
C
10
star
84

pulp-detector

C
10
star
85

chimera

Python
9
star
86

riscv-gnu-toolchain

GNU toolchain for PULP and RISC-V
C
9
star
87

gpio

Parametric GPIO Peripheral
SystemVerilog
9
star
88

cluster_interconnect

SystemVerilog
9
star
89

hwpe-mac-engine

An example Hardware Processing Engine
SystemVerilog
9
star
90

obi

OBI SystemVerilog synthesizable interconnect IPs for on-chip communication
SystemVerilog
9
star
91

ITA

SystemVerilog
9
star
92

pulp-rt-examples

C
8
star
93

fpu_ss

CORE-V eXtension Interface compliant RISC-V [F|Zfinx] Coprocessor
SystemVerilog
8
star
94

pulp-builder

Shell
8
star
95

apb_timer

APB Timer Unit
SystemVerilog
8
star
96

pulp-transformer

C
8
star
97

redundancy_cells

SystemVerilog IPs and Modules for architectural redundancy designs.
SystemVerilog
8
star
98

pulp-ethernet

SystemVerilog
8
star
99

dram_rtl_sim

SystemVerilog
8
star
100

pulp-actions

Python
7
star