Intel® High Level Synthesis Compiler Pro Edition: Best Practices Guide

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ID 683152
Date 6/26/2023
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Document Table of Contents
Document Table of Contents x
1. Intel® HLS Compiler Pro Edition Best Practices Guide 2. Best Practices for Coding and Compiling Your Component 3. FPGA Concepts 4. Interface Best Practices 5. Loop Best Practices 6. fMAX Bottleneck Best Practices 7. Memory Architecture Best Practices 8. System of Tasks Best Practices 9. Datatype Best Practices 10. Advanced Troubleshooting A. Intel® HLS Compiler Pro Edition Best Practices Guide Archives B. Document Revision History for Intel® HLS Compiler Pro Edition Best Practices Guide
1. Intel® HLS Compiler Pro Edition Best Practices Guide x
1.1. Pending Deprecation of the Intel® HLS Compiler
3. FPGA Concepts x
3.1. FPGA Architecture Overview 3.2. Concepts of FPGA Hardware Design 3.3. Methods of Hardware Design
3.1. FPGA Architecture Overview x
3.1.1. Adaptive Logic Module (ALM) 3.1.2. Digital Signal Processing (DSP) Block 3.1.3. Random-Access Memory (RAM) Blocks
3.1.1. Adaptive Logic Module (ALM) x
3.1.1.1. Lookup Table (LUT) 3.1.1.2. Register
3.2. Concepts of FPGA Hardware Design x
3.2.1. Maximum Frequency (fMAX) 3.2.2. Latency 3.2.3. Pipelining 3.2.4. Throughput 3.2.5. Datapath 3.2.6. Control Path 3.2.7. Occupancy
3.3. Methods of Hardware Design x
3.3.1. How Source Code Becomes a Custom Hardware Datapath 3.3.2. Scheduling 3.3.3. Mapping Parallelism Models to FPGA Hardware 3.3.4. Memory Types
3.3.1. How Source Code Becomes a Custom Hardware Datapath x
3.3.1.1. Mapping Source Code Instructions to Hardware 3.3.1.2. Mapping Arrays and Their Accesses to Hardware
3.3.2. Scheduling x
3.3.2.1. Dynamic Scheduling 3.3.2.2. Clustering the Datapath 3.3.2.3. Handshaking Between Clusters
3.3.3. Mapping Parallelism Models to FPGA Hardware x
3.3.3.1. Data Parallelism 3.3.3.2. Task Parallelism
3.3.3.1. Data Parallelism x
3.3.3.1.1. Executing Independent Operations Simultaneously 3.3.3.1.2. Pipelining
3.3.3.1.2. Pipelining x
3.3.3.1.2.1. Pipelining Loops Within A Component 3.3.3.1.2.2. Pipelining Across Component Invocations
3.3.4. Memory Types x
3.3.4.1. Component Memory 3.3.4.2. External Memory
4. Interface Best Practices x
4.1. Choose the Right Interface for Your Component 4.2. Control LSUs For Your Variable-Latency MM Host Interfaces 4.3. Avoid Pointer Aliasing
4.1. Choose the Right Interface for Your Component x
4.1.1. Pointer Interfaces 4.1.2. Avalon® Memory Mapped Host Interfaces 4.1.3. Avalon® Memory Mapped Agent Memories 4.1.4. Avalon® Memory Mapped Agent Registers 4.1.5. Avalon® Streaming Interfaces 4.1.6. Pass-by-Value Interface
5. Loop Best Practices x
5.1. Reuse Hardware By Calling It In a Loop 5.2. Parallelize Loops 5.3. Construct Well-Formed Loops 5.4. Minimize Loop-Carried Dependencies 5.5. Avoid Complex Loop-Exit Conditions 5.6. Convert Nested Loops into a Single Loop 5.7. Place if-Statements in the Lowest Possible Scope in a Loop Nest 5.8. Declare Variables in the Deepest Scope Possible 5.9. Raise Loop II to Increase fMAX 5.10. Control Loop Interleaving
5.2. Parallelize Loops x
5.2.1. Pipeline Loops 5.2.2. Unroll Loops 5.2.3. Example: Loop Pipelining and Unrolling
6. fMAX Bottleneck Best Practices x
6.1. Balancing Target fMAX and Target II
7. Memory Architecture Best Practices x
Tutorials Demonstrating Memory Architecture Best Practices 7.1. Example: Overriding a Coalesced Memory Architecture 7.2. Example: Overriding a Banked Memory Architecture 7.3. Merge Memories to Reduce Area 7.4. Example: Specifying Bank-Selection Bits for Local Memory Addresses
7.3. Merge Memories to Reduce Area x
7.3.1. Example: Merging Memories Depth-Wise 7.3.2. Example: Merging Memories Width-Wise
8. System of Tasks Best Practices x
8.1. Executing Multiple Loops in Parallel 8.2. Sharing an Expensive Compute Block 8.3. Implementing a Hierarchical Design 8.4. Balancing Capacity in a System of Tasks
8.4. Balancing Capacity in a System of Tasks x
8.4.1. Enable the Intel® HLS Compiler to Infer Data Path Buffer Capacity Requirements 8.4.2. Explicitly Add Buffer Capacity to Your Design When Needed
9. Datatype Best Practices x
9.1. Avoid Implicit Data Type Conversions 9.2. Avoid Negative Bit Shifts When Using the ac_int Datatype
10. Advanced Troubleshooting x
10.1. Component Fails Only In Simulation 10.2. Component Gets Poor Quality of Results
1. Intel® HLS Compiler Pro Edition Best Practices Guide
2. Best Practices for Coding and Compiling Your Component
3. FPGA Concepts
4. Interface Best Practices
5. Loop Best Practices
6. fMAX Bottleneck Best Practices
7. Memory Architecture Best Practices
8. System of Tasks Best Practices
9. Datatype Best Practices
10. Advanced Troubleshooting
A. Intel® HLS Compiler Pro Edition Best Practices Guide Archives
B. Document Revision History for Intel® HLS Compiler Pro Edition Best Practices Guide

7. Memory Architecture Best Practices

The Intel® High Level Synthesis Compiler infers efficient memory architectures (like memory width, number of banks and ports) in a component by adapting the architecture to the memory access patterns of your component. Review the memory architecture best practices to learn how you can get the best memory architecture for your component from the compiler.

In most cases, you can optimize the memory architecture by modifying the access pattern. However, the Intel® HLS Compiler Pro Edition gives you some control over the memory architecture.

Tutorials Demonstrating Memory Architecture Best Practices

The Intel® HLS Compiler Pro Edition comes with a number of tutorials that illustrate important Intel® HLS Compiler concepts and demonstrate good coding practices.

Review the following tutorials to learn about memory architecture best practices that might apply to your design:
Table 7.  Tutorials Provided with Intel® HLS Compiler Pro Edition
Tutorial Description
You can find these tutorials in the following location on your Intel® Quartus® Prime system:
<quartus_installdir>/hls/examples/tutorials/component_memories
attributes_on_mm_agent_arg Demonstrates how to apply memory attributes to Avalon® Memory Mapped (MM) agent arguments.
exceptions Demonstrates how to use memory attributes on constants and struct members.
memory_bank_configuration Demonstrates how to control the number of load/store ports of each memory bank and optimize your component area usage, throughput, or both by using one or more of the following memory attributes:
  • hls_max_replicates
  • hls_singlepump
  • hls_doublepump
  • hls_simple_dual_port_memory
memory_geometry Demonstrates how to control the number of load/store ports of each memory bank and optimize your component area usage, throughput, or both by using one or more of the following memory attributes:
  • hls_bankwidth
  • hls_numbanks
  • hls_bankbits
memory_implementation Demonstrates how to implement variables or arrays in registers, MLABs, or RAMs by using the following memory attributes:
  • hls_register
  • hls_memory
  • hls_memory_impl
memory_merging Demonstrates how to improve resource utilization by implementing two logical memories as a single physical memory by merging them depth-wise or width-wise with the hls_merge memory attribute.
non_trivial_initialization Demonstrates how to use the C++ keyword constexpr to achieve efficient initialization of read-only variables.
non_power_of_two_memory Demonstrates how to use the force_pow2_depth memory attribute to control the padding of memories that are non-power-of-two deep, and how that impacts the FPGA memory resource usage.
static_var_init Demonstrates how to control the initialization behavior of statics in a component using the hls_init_on_reset or hls_init_on_powerup memory attribute.

Section Content
Example: Overriding a Coalesced Memory Architecture
Example: Overriding a Banked Memory Architecture
Merge Memories to Reduce Area
Example: Specifying Bank-Selection Bits for Local Memory Addresses

Level Two Title