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CMU-SAFARI / DRAM-Bender

DRAM Bender is the first open source DRAM testing infrastructure that can be used to easily and comprehensively test state-of-the-art HBM2 chips and DDR4 modules of different form factors. Six prototypes are available on different FPGA boards. Described in our preprint: https://arxiv.org/pdf/2211.05838.pdf
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DRAM Bender

DRAM Bender is an experimental FPGA-based memory controller design that can be used to develop tests for DDR4 [SO/R/U]DIMMs and HBM2 chips. DRAM Bender currently supports the Bittware XUSP3S, XUPP3R, XUPVVH, Xilinx Alveo U200, and Xilinx Alveo U50 boards.


An example DRAM Bender prototype.

DRAM Bender is the next version of the SoftMC memory testing infrastructure. DRAM Bender introduces general purpose registers and a brand new DRAM Bender ISA to provide a programmable memory controller.

We provide a) prebuilt binaries for quick installation and b) the source code (both in Verilog and C++) that you can modify as you wish.

Cite DRAM Bender

Please cite the following paper if you find DRAM Bender useful:

A. Olgun, H. Hassan, A. G. Yaglikci, Y. C. Tugrul, L. Orosa, H. Luo, M. Patel, O. Ergin, O. Mutlu, "DRAM Bender: An Extensible and Versatile FPGA-based Infrastructure to Easily Test State-of-the-art DRAM Chips", IEEE TCAD, June 2023.

Link to the PDF: https://arxiv.org/pdf/2211.05838.pdf

Below is bibtex format for citation.

@article{olgun2023drambender,
      title={{DRAM Bender: An Extensible and Versatile FPGA-based Infrastructure to Easily Test State-of-the-art DRAM Chips}}, 
      author={Olgun, Ataberk and Hassan, Hasan and Yaglikci, A. Giray and Tugrul, Yahya Can and Orosa, Lois and Luo, Haocong and Patel, Minesh and Ergin, Oguz and Mutlu, Onur},
      year={2023},
      journal={IEEE TCAD}
}

More DRAM Bender Resources

DRAM Bender Tutorial Video: 43-minute tutorial on how to set up and use DRAM Bender.

ETH Projects & Seminars Course on DRAM Bender

Prior Works that Use DRAM Bender

We provide the sources to reproduce the results of two prior work: U-TRR (PDF) and QUAC-TRNG (PDF).

U-TRR's sources are published as a separate repository and can be found at this link.

QUAC-TRNG's sources are published both as a separate repository at this link, and under sources/apps/QUAC-TRNG directory inside this repository.

We plan to open source the following prior research works that used DRAM Bender as part of future work:

Repository File Structure

.
+-- images
+-- prebuilt/                       # Prebuilt bitstreams
|   +-- .../           
+-- projects/                       # Vivado projects
|       +-- U200/                   
|       +-- VU095/                  # Vivado project for the XUSP3S board
|       +-- XUPVVH/
|       +-- XCU50/
|       +-- XUSP3R/                 # Vivado project for the XUPP3R board
+-- sources/                       
        +-- api/                    # DRAM Bender software API code
        +-- apps/                   # Example DRAM Bender applications
        +-- hdl/                    # DRAM Bender's Verilog sources
        +-- xdma_driver/            # Xilinx PCIe driver sources
    +-- scripts/            # Helper scripts for installation
+-- README.md                       # This file

Installation Guide:

Prerequisites:

Overview of the Prebuilt Bitstreams

We provide a set of bitstreams in the prebuilt directory under five directories that contain the bitstreams for a specific FPGA board.

We provide a script (prebuild/programFPGA.sh) that programs the FPGA according to user-specified board, DIMM slot, DIMM type, the number of ranks and the DQ width. Run the script as ./programFPGA.sh <board> <slot> <dimm_type> <num_rank> <dq_width>

1) Installing the Xilinx XDMA driver:

Host computer communicates with the board using a PCIe bus. You need to have Xilinx XDMA driver installed on your system to enable the communication with the FPGA via the PCIe bus, we provide a modified version of the Xilinx XDMA driver in our repo under sources/xdma-driver. Do not forget to attach your FPGA board to a PCIe slot.

If you encounter build errors during compilation of the XDMA driver it is likely due to a kernel version mismatch. You can try downloading the newest version of the XDMA drivers from Xilinx's Github repo.

You may refer to the readme file under sources/xdma-driver for detailed information on installing the driver.

Please load the driver with the option enable_credit_mp set to "1": insmod ../driver/xdma.ko enable_credit_mp=1 (or just run the load_driver.sh script). Otherwise DRAM Bender won't be able to send and receive data correctly to the FPGA.

2) Creating and Downloading the DRAM Bender bitfile to the FPGA (tailored for XUSP3S):

a) Quick Installation using Prebuilt Binaries

You will find all that you need inside "prebuilt" folder.

  1. You need to download the bitfile (e.g., XUSP3S_C1_SODIMM_1R_x8.bit) into your FPGA using an appropriate tool (we recommend Xilinx Vivado 2018.2 for the XUSP3S board).
    • You can also use the provided shell script program_FPGA.sh to program the board with one of the prebuilt bitfiles. You need to define VIVADO_EXEC variable before running the script export VIVADO_EXEC=/path/to/vivado/executable.
  2. Reboot the computer once you program the FPGA board.
  3. Load the Xilinx XDMA driver using the script provided in sources/xdma-driver directory sudo ./load_driver.sh.

b) Manual Installation from the Source Code

Generating the DRAM Bender bitfile from source project is a bit tricky:

(Where necessary to simulate the DRAM Bender hardware, we provide a sample testbench module ("sim_tb_top.v") that you can start with. To enable simulation, you will need to include additional sources that are provided with DDR4 SDRAM IP's example design. After generating output products right-click the IP in the sources window, select generate example design. Add all files in the folder "imports" under the example design's project directory.)

c) Automated Installation from the Source Code

You can also use the generation script to automate the steps explained in b) (verified for the XUSP3S and the U200 board):

Installation Guide (XUPP3R):

a) Quick Installation using Prebuilt Binaries

There are two bitstreams inside the "prebuilt" folder, one for the one rank x4 RDIMM configuration, one for the two rank x8 RDIMM configuration.

b) Installation from the Source Code

You first need to modify the project.vh header file according to your DIMMs configuration. You also need to define either XUPP3R_x4 or XUPP3R_x8 for the x4 configuration and for the x8 configuration respectively. You can find the required pinout constraints for both configurations in the target constraint file (XUPP3R_base.xdc). You will need to use either one of the existing RDIMM pin assignments (RDIMMx4 for the x4 config. and RDIMMx8 for the x8 config).

From here on you may refer to the installation guide for XUSP3S.

Installation Guide (Alveo U200):

a) Quick Installation using Prebuilt Binaries

There are four bitstreams in the prebuilt directory for: (1) dual rank x8 RDIMMs, (2) dual rank x8 UDIMMs, (3) single rank x8 UDIMMs (you can just use the dual rank bitfile), (4) single rank X4 RDIMMs.

b) Installation from the Source Code

You first need to modify the project.vh header file according to your DIMMs configuration. Then, you need to select the correct constraints to map physical DDR4 interface signals to PHY IP inputs/outputs.

From here on you may refer to the installation guide for XUSP3S.

Testing SODIMMs with the Alveo U200 board (this subsection is work in progress)

We recommend users who would like to test DDR4 SODIMMs obtain a SODIMM to DIMM adapter and use it on the widely available Alveo U200 board. We have tested the JET-5608AA DDR4 SODIMM to DIMM adapter for this purpose. We suggest you contact the manufacturer directly to purchase the adapter. The Alveo U200 DRAM Bender prototype can test all major DDR4 module form factors/types (UDIMMs, RDIMMs, and SODIMMs) with a SODIMM to DIMM adapter.


An Alveo U200 board using the SODIMM to DIMM adapter.

Simulating a DRAM Bender Design

This section describes how to run a Vivado simulation of the DRAM Bender hardware.

  1. Open the U200 project (located in projects/U200/U200.xpr) using Vivado 2020.2.
  2. Right-click on the phy_ddr4_udimm IP on the hierarchy window and select 'Open IP Example Design'.
  3. Click 'OK'. This will generate the necessary simulation models for the IPs and a DRAM module such that we can run a full DRAM Bender simulation (i.e., as if it was deployed on the FPGA).
  4. Include the generated simulation files in our project.
    4.1. In our 'U200.xpr' project, click 'Add Sources' on the Project Manager window.
    4.2. Select 'Add or create simulation sources'.
    4.3. Click 'Add files'.
    4.4. Navigate to the example project's directory, and then into the 'imports' directory.
    4.5. Select all files and click OK.
    4.6. Click Finish. 4.7. If timing_tasks.sv causes a syntax error, right-click on it on the hierarchy window and click on 'Set File Type'.
    4.8. Select 'Verilog Header' as the file type and click OK.
  5. Set sim_tb_top as the top module for simulation.
  6. Launch simulation by clicking 'Run Simulation' on the Project Manager window.

What is simulated?

By default, the simulation 1) quickly 'calibrates' the simulated DRAM models, and 2) runs the DRAM Bender program embedded in the instr_blk_mem_sim block memory IP.

You can modify the simulated DRAM Bender program with any DRAM Bender program. To do so, use the save_coe_here() function to create the program.coe file that contains your program. Then you embed this program in the instr_blk_mem_sim IP:

  1. Double-click on the IP on the hierarchy window to re-customize it.
  2. Navigate to 'Other Options'
  3. Next to Coe File, click 'Browse', find and select your program.coe file.
  4. Click OK, generate the output products to make sure the change is reflected in the simulated inst_blk_mem_sim IP.

When you run the simulation after completing the above steps, DRAM Bender will execute your program.

Working with Example Tests

Installing Boost

This branch of the repo requires some headers in boost lib to be present. You may download and build boost-lib from here or if you are using ubuntu you can install it using apt install libboost-all-dev.

Example tests under source/apps assume headers in boost lib to be present under project directory. Assuming you have DRAM Bender setup in /home/yourname/DRAMBender, headers from boost library should be under /home/yourname/DRAMBender/boost-lib. You can also modify Makefiles under source/apps/ if you want to install boost library somewhere else.

If you have installed ubuntu using apt install libboost-all-dev, you only need to make sure that you are linking with libboost -lboost.

Smalltest Quickstart

Smalltest is a DRAM Bender application (located under sources/apps/Smalltest) that can be used as a sanity-check tool to see whether DRAM Bender and/or the DRAM module under test is working properly. It traverses all banks in the DRAM row by row, writing to and then reading from all cache lines in the row. This test takes ~8 seconds to execute on a DRAM module with 16 banks and 32768 rows per bank.

As Smalltest is testing through all banks in the DRAM, it will print the progress that which banks have been tested as well as any errors it encounters while reading data back from the DRAM. There should not be any error if both DRAM Bender and the DRAM module are working properly. If there is a large amount of errors, it indicates that:

Elaborating on Smalltest

A DRAM Bender test first needs to initialize the DRAM Bender platform. This will open file descriptors required to communicate with the FPGA over PCIe, and initialize various structures in DRAM Bender.

Program program;
SoftMCPlatform platform;
int err;

if((err = platform.init()) != SOFTMC_SUCCESS){
    cerr << "Could not initialize SoftMC Platform: " << err << endl;
}

Usually you would want to reset the unwanted state in DRAM Bender by telling the platform to reset DRAM Bender logic.

platform.reset_fpga();

You can generate DRAM Bender programs sequentially by adding instructions and labels where needed.

  program.add_inst(SMC_LI(NUM_ROWS, 8));   // Load #rows to reg8
  program.add_inst(SMC_LI(NUM_BANKS, 11)); // Load #banks to reg11

  program.add_inst(SMC_LI(8, 0)); // Set column address stride register to 8
  program.add_inst(SMC_LI(1, 1)); // Set BASR to 1
  program.add_inst(SMC_LI(1, 2)); // Set RASR to 1

  program.add_inst(SMC_LI(0xf0f0f0f0, 7)); // Data we are filling DRAM with
  for(int i = 0 ; i < 16 ; i++) // Pattern is loaded into the wide register in 16 loads
    program.add_inst(SMC_LDWD(7,i));

  program.add_inst(SMC_LI(0, 7)); // Load bank address register with 0
  program.add_label("BANK_BEGIN"); // Add a label

Later you can specify branch targets using these labels by adding branches with a special function call. Currently supported branch types are BR_TYPE::BL and BR_TYPE::BEQ, you can also insert an unconditional branch BR_TYPE::JUMP. One thing to note about branches is that they take 6 fabric cycles (36 ns @666 MHz) to execute. 

  program.add_inst(SMC_ADDI(6,1,6));
  program.add_branch(program.BR_TYPE::BL,6,8, "ROW_BEGIN"); // if reg6<reg8 jump to "ROW_BEGIN"
  program.add_inst(SMC_ADDI(7,1,7));
  program.add_branch(program.BR_TYPE::BL,7,11,"BANK_BEGIN");

DRAM Bender is designed such that an instruction either indicates a 64-bit conventional instruction that operates on registers, or four 16-bit DDR commands that are issued to the DRAM connected to the board. Currently we provide a function __pack_mininsts(DDR_CMD,DDR_CMD,DDR_CMD,DDR_CMD) that can be used to pack-up four DDR commands into a DRAM Bender instruction. Below is from the example code which is used to send PRE and ACT commands to DRAM.

  // PRE & wait for tRP
  program.add_inst(__pack_mininsts(
    SMC_PRE(7, 0, 0),                 
    SMC_NOP(), SMC_NOP(), SMC_NOP()
  ));
  program.add_inst(all_nops());
  program.add_inst(all_nops());

  // ACT & wait for tRCD
  program.add_inst(__pack_mininsts(
    SMC_ACT(7, 0, 6, 0),
    SMC_NOP(), SMC_NOP(), SMC_NOP()
  ));
  program.add_inst(all_nops());
  program.add_inst(all_nops());

Don't forget to include program.add_inst(SMC_END()); at the end of your program, this tells DRAM Bender that the program has ended.

Once you've formed the program sequentially, you can offload it to the FPGA by calling platform.execute(program). The platform object will then do some pre-processing on the instruction stream and send it to the FPGA board.

If you've issued any READs to DRAM, DRAM Bender logic will send them to the host machine over the PCIe bus. You can receive this data in your program using platform.receiveData(void * buffer, int read_size_in_bytes). Here is an example from Smalltest.

  while(1)
  {
    rc++;
    if(rc % (BANK_SIZE/READ_SIZE) == 0)
      printf("Bank %d finished!\n", rc / (BANK_SIZE/READ_SIZE));
    if(rc == DIMM_SIZE/READ_SIZE)
      break;
    platform.receiveData(buf,READ_SIZE);
    for(int j = 0 ; j < READ_SIZE ; j++){
      if(pattern != (uint8_t)buf[j]){
        printf("Pattern mismatch!\n");
      }
    }
  }

[Experimental] Python API

DRAM Bender provides a python interface through pybind11 (implemented in sources/api/pySoftMC/pySoftMC.cpp). The user can interact with DRAM Bender through python scripts in almost the same way as the native C++ API. To build DRAM Bender as a python library, clone the repo with the --recursive option and then run cd sources/api/pySoftMC; make.

An example script that performs a double-sided RowHammer attack is provided in sources/api/pySoftMC/example.py

[Experimental] DRAM Bender Parser

DRAM Bender also has a parser that can be used to generate programs written in smcLang. A working example is included in the Smalltest directory.

To be able to parse programs, DRAM Bender needs a parser executable in the working directory. DRAM Bender uses lex&yacc to parse smcLang programs. Compiling the smcLang parser is done using the following makefile rule under Smalltest directory. You may copy this rule to your makefile and simply run make parse in your test directory to obtain a copy of the parse in the working directory.

parser:
    $(MAKE) -C ../../api/lexyacc
    cp ../../api/lexyacc/smc_parser .

Simply calling Program program("your_smcLang_source.smc") constructs a program from a given smcLang source file.

It is important that the program constructor, Program program("read_write.smc") in the example, should be called before initializing the platform platform.init(). The constructor will run another executable to parse your smcLang program, somehow this interferes with XDMA file descriptors and will render the platform unusable when called after initializing the platform.

// Demo using the smc file as program input
if(USE_SMC_FILE)
{
  // Load demo smc program from file using
  // program's constructor
  Program program("read_write.smc");
  wr_pattern = 0x1a2b3c4d;
  printf("Program Ready\n");

  // Initialize the platform, opens file descriptors for the board PCI-E interface.
  if((err = platform.init()) != SOFTMC_SUCCESS){
      cerr << "Could not initialize SoftMC Platform: " << err << endl;
  }
  // reset the board to hopefully restore the board's state
  platform.reset_fpga();
  // Transfer the program to the FPGA board
  platform.execute(program);
  printf("Sent instructions\n");
}

Debugging DRAM Bender Hardware

You can simulate and debug a DRAM Bender program as if it is running on the FPGA, without using an FPGA. For using debug feature, you need to follow some steps;

When the debugger is started, you can enter commands to the terminal and get the results such as register and memory values. The commands are listed below,

-run #x: Runs the simulation for #x time. Ex. run 100ns

-step: Runs the simulation for 1 DRAM Bender cycle(6ns). Ex. step

-time: Gets the current time of simulation. Ex. time

-reg #x: Gets the selected register value. Ex. reg 5

-mem #x: Gets the data of selected memory. Ex. mem 100

-until #x: Runs the simulation until the #xth instruction. Ex. until 56

-btwn #x #y: Gets the number of cycles between #xth and #yth instructions. Ex. btwn 2 10

-stat: Gets the numbers of DDR operations (WRT, RD, PRE, ACT, REF). Ex. stat

-exit: Exits the simulation and the debugger. Ex. exit

Debug with DRAM Timing Parameter Update

You can use your timing parameters for the DRAM module. To enable timing update operation, firstly, you need to edit /SoftMC_v2/projects/phy_ddr4_ex/imports/ddr4_sdram_model_wrapper.sv as followed and resynthesize the project.

`define DDR4_938_Timing -> `define DDR4_1500_Timing
`define FIXED_2133      -> `define FIXED_1333

After, you should provide the parameters and the values that you want to change as a text file with the following format, and you should provide the text file to DRAM Bender program.

tRTP    = 7500
tWTRc_S = 2

After providing required parameters, you can update parameters with program.debug(PROJECT_DIRECTORY, PARAMETER_FILE);. Note that, update operation will overwrite instruction memory files; thus, it is recommended that call program.save_coe(PROJECT_DIRECTORY); function after update operation.

Also, there is example program for debugging located under /sources/apps/DebugExample.

Frequently Encountered Errors

I just rebooted the machine connected to the FPGA board, now I cannot readback any data.

XDMA driver must be loaded with the following option every time the machine restarts enable_credit_mp=1. This can be done by navigating into sources/xdma_driver/ and running sudo ./load_driver.sh. You may refer to the installation guide for detailed instructions.

SoftMC_rdwr: ../../api/board.cpp:110: int BoardInterface::xdma_recv(void*, int): Assertion `count <= size' failed.

This happens when data sent from DRAM Bender logic is not received by the user via a platform.readData() call. Forcefully killing a DRAM Bender program or miscalculating the amount of READs that are issued to DRAM is often the case when this happens. When a DRAM Bender program is executed afterwards, the XDMA driver responds with more data than expected to the DRAM Bender program. A temporary solution is to run the executable under sources/apps/ResetBoard/ as sudo ./SoftMC_reset, this will reset DRAM Bender logic and also the XDMA driver's state.

DRAM Bender Design

This part covers some details regarding DRAM Bender's design and could be helpful for people who want to modify DRAM Bender.

ISA

DRAM Bender implements a very simple ISA that consists of some DRAM commands, arithmetic operations and control flow instructions. A list of instructions and their encodings can be found here.

DRAM Bender definition proposes 64 bit wide instructions. An instruction can be decoded as an EXE OP or a packet of four DDR OPs, i.e. each arithmetic or control flow instruction is defined to be 64 bits wide, while a DDR operation is 16 bits wide.

Hardware Design

DRAM Bender consists of the frontend module which facilitates the communication between the host machine and the pipeline. DRAM Bender implements a four stage pipeline, in which instructions are carried through fetch, decode, exe-1 and exe-2 stages. When encountered, DDR commands will generate command signals at exe-2 stage which will be decoded in the following cycle by the ddr4 adapter and sent to PHY as valid DDR4 commands.

Frontend

Frontend module contains the instruction memory of DRAM Bender. The instruction memory is 16 KBs large and can hold 2048 instructions. Frontend encapsulates the maintenance controller which is responsible for issuing periodic DDR commands to the connected DRAM module.

While DRAM Bender is idle (not running a user program) instructions held in maintenance controller's memory will be fetched by the pipeline until Frontend receives a user program from XDMA. Then the program controller will reset and DRAM Bender will start executing the user program.

DDR4 Adapter

DRAM Bender emitted DDR signals will be decoded by the DDR4 Adapter and proper (as defined in DDR4 SDRAM IP's specification) DDR4 signals will be communicated to the PHY interface.

Users who wish to use DRAM Bender within designs which communicate to DRAM modules differently (e.g. another Xilinx IP) may want to modify this module.

Implementing New Instructions

We explain the effort required to extend the system’s functionality over the example of adding the load/store (LD/ST) instructions to DRAM Bender’s ISA’s earlier version, which consisted of only the arithmetic, control, and miscellaneous instruction types listed in II. Adding the LD/ST instructions consists of two main steps:

Modifying the hardware design

First, we extend the hardware description of the decode stage to decode the LD/ST instructions into μ-ops. 

// decode_stage.v, lines 159-178
else if(instr[`MEM_OFFSET]) begin
  case(instr[`FU_CODE_OFFSET +: 8])
    `LD: begin
      exe_uop_ns[`RS1 +: 4]    = instr[`DEC_RS1 +: 4];
      exe_uop_ns[`RT  +: 4]    = instr[`DEC_RT +: 4];
      exe_uop_ns[`IMD +: 16]   = instr[`DEC_IMD1  +: 16];
      exe_uop_ns[`IS_MEM]      = `HIGH;
      exe_uop_ns[`IS_LD]       = `HIGH;
      exe_uop_ns[`HAS_IMD]     = `HIGH;
    end
    `ST: begin
      exe_uop_ns[`RS1 +: 4]    = instr[`DEC_RS1 +: 4]; // The address base to write to
      exe_uop_ns[`RS2 +: 4]    = instr[`DEC_RT  +: 4]; // The value to write
      exe_uop_ns[`IMD +: 16]   = instr[`DEC_IMD1  +: 16];
      exe_uop_ns[`IS_MEM]      = `HIGH;
      exe_uop_ns[`IS_ST]       = `HIGH;
      exe_uop_ns[`HAS_IMD]     = `HIGH;
    end        
  endcase
end

By our design specification, LD/ST instructions access an on-chip memory. Second, we add a scratchpad on-chip memory to DRAM Bender’s design by instantiating a block ram (BRAM) using Vivado’s IP catalog. 

// execute_stage.v, lines 113-117
wire              mem_wen;
wire              mem_ren;
wire[9:0]         mem_addr;
wire[31:0]        mem_wdata;
wire[31:0]        mem_rdata;

// execute_stage.v, lines 159-166
scratchpad data_mem(
    .addra(mem_addr),
    .clka(clk),
    .dina(mem_wdata),
    .douta(mem_rdata),
    .ena(mem_wen || mem_ren),
    .wea(mem_wen)
);

Third, we modify the hardware description of the execute stage to load data from and store data to the scratchpad memory when load and store instructions are executed. 

// exe_pipeline.v, lines 136-142
if(s2_uop[`IS_LD]) begin
  s2_mem_ren = `HIGH;
end
if(s2_uop[`IS_ST]) begin
  s2_mem_wdata = s2_rs2_data;
  s2_mem_wen   = `HIGH;
end

Modifying the software API

We add two new functions in instruction.cpp/h, allowing users to insert load and store instructions into their programs.

// instruction.cpp, lines 165-188
Inst SMC_LD(int rb, int offset, int rt)
{
  Inst op_code = (uint64_t)0x1 << __IS_MEM;
  Inst fu_code = (uint64_t)__LD << __FU_CODE;
  Inst s_reg   = rb;
  Inst imd1    = offset << __IMD1;
  Inst t_reg   = rt << __RT;

  Inst inst    = op_code | fu_code | s_reg | imd1 | t_reg;

  return inst;
}
Inst SMC_ST(int rb, int offset, int rv)
{
  Inst op_code = (uint64_t)0x1 << __IS_MEM;
  Inst fu_code = (uint64_t)__ST << __FU_CODE;
  Inst b_reg   = rb;
  Inst imd1    = offset << __IMD1;
  Inst v_reg   = rv << __RT; // We cannot have imd1 and rs2 present simultaneously

  Inst inst    = op_code | fu_code | b_reg | imd1 | v_reg;

  return inst;
}

Known Issues:

You are welcome to contribute to the project. If you find/solve any issues or port DRAM Bender to a new FPGA board, please contact the people below.

Contacts:

Ataberk Olgun (ataberk.olgun [at] safari [dot] ethz [dot] ch)
Hasan Hassan (hasan.hasan [at] safari [dot] ethz [dot] ch)