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| [ac_fixed](Tutorials/Features/ac_fixed) | [Tutorials/Features](Tutorials/Features) | How different methods of `ac_fixed` number construction affect hardware resource utilization <br> Recommended method for constructing `ac_fixed` numbers in your kernel <br> Accessing and using the `ac_fixed` math library functions <br> Trading off accuracy of results for reduced resource usage on the FPGA
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| [ac_int](Tutorials/Features/ac_int) | [Tutorials/Features](Tutorials/Features) | Using the `ac_int` data type for basic operations <br> Efficiently using the left shift operation <br> Setting and reading certain bits of an `ac_int` number
81
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| [device_global (experimental)](Tutorials/Features/experimental/device_global)| [Tutorials/Features](Tutorials/Features) | The basic usage of the `device_global` class <br> How to initialize a `device_global` to non-zero values
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| [double_buffering](Tutorials/DesignPatterns/double_buffering) | [Tutorials/DesignPatterns](Tutorials/DesignPatterns) | How and when to implement the double buffering optimization technique
84
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| [explicit_data_movement](Tutorials/DesignPatterns/explicit_data_movement) | [Tutorials/DesignPatterns](Tutorials/DesignPatterns) | How to explicitly manage the movement of data for the FPGA
85
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| [hostpipes (experimental)](Tutorials/Features/experimental/hostpipes) | [Tutorials/Features](Tutorials/Features) | How to use host pipes to send and receive data between a host and the FPGA
86
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| [kernel_args_restrict](Tutorials/Features/kernel_args_restrict) | [Tutorials/Features](Tutorials/Features) | The problem of pointer aliasing and its impact on compiler optimizations. <br> The behavior of the `kernel_args_restrict` attribute and when to use it on your kernel <br> The effect this attribute can have on kernel performance on FPGA
87
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| [loop_coalesce](Tutorials/Features/loop_coalesce) | [Tutorials/Features](Tutorials/Features) | What the `loop_coalesce` attribute does <br> How `loop_coalesce` attribute affects resource usage and loop throughput <br> How to apply the `loop_coalesce` attribute to loops in your program <br> Which loops make good candidates for coalescing
88
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| [loop_fusion](Tutorials/Features/loop_fusion) | [Tutorials/Features](Tutorials/Features) | Basics of loop fusion <br> The reasons for loop fusion<br/>How to use loop fusion to increase performance <br> Understanding safe application of loop fusion
89
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| [loop_initiation_interval](Tutorials/Features/loop_initiation_interval) | [Tutorials/Features](Tutorials/Features) | The f<sub>MAX</sub>-II tradeoff <br> Default behavior of the compiler when scheduling loops <br> How to use `intel::initiation_interval` to attempt to set the II for a loop <br> Scenarios in which `intel::initiation_interval` can be helpful in optimizing kernel performance
90
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| [loop_ivdep](Tutorials/Features/loop_ivdep) | [Tutorials/Features](Tutorials/Features) | Basics of loop-carried dependencies <br> The notion of a loop-carried dependence distance <br> What constitutes a safe dependence distance <br> How to aid the compiler's dependence analysis to maximize performance
91
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| [loop_unroll](Tutorials/Features/loop_unroll) | [Tutorials/Features](Tutorials/Features) | Basics of loop unrolling. <br> How to unroll loops in your program <br> Determining the optimal unroll factor for your program
92
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| [max_interleaving](Tutorials/Features/max_interleaving) | [Tutorials/Features](Tutorials/Features) | The basic usage of the `max_interleaving` attribute <br> How the `max_interleaving` attribute affects loop resource use <br> How to apply the `max_interleaving` attribute to loops in your program
93
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| [memory_attributes](Tutorials/Features/memory_attributes) | [Tutorials/Features](Tutorials/Features) | The basic concepts of on-chip memory attributes <br> How to apply memory attributes in your program <br> How to confirm that the memory attributes were respected by the compiler <br> A case study of the type of performance/area trade-offs enabled by memory attributes
94
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| [pipes](Tutorials/Features/pipes) | [Tutorials/Features](Tutorials/Features) | The basics of using SYCL*-compliant pipes extension for FPGA <br> How to declare and use pipes
95
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| [printf](Tutorials/Features/printf) | [Tutorials/DesignPatterns](Tutorials/DesignPatterns) | How to declare and use `printf` in program
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| Sample | Category | Description
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|:--- |:--- |:---
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| [ac_fixed](Tutorials/Features/ac_fixed) | [Tutorials/Features](Tutorials/Features) | How different methods of `ac_fixed` number construction affect hardware resource utilization <br> Recommended method for constructing `ac_fixed` numbers in your kernel <br> Accessing and using the `ac_fixed` math library functions <br> Trading off accuracy of results for reduced resource usage on the FPGA
81
+
| [ac_int](Tutorials/Features/ac_int) | [Tutorials/Features](Tutorials/Features) | Using the `ac_int` data type for basic operations <br> Efficiently using the left shift operation <br> Setting and reading certain bits of an `ac_int` number
82
+
| [device_global (experimental)](Tutorials/Features/experimental/device_global) | [Tutorials/Features](Tutorials/Features) | The basic usage of the `device_global` class <br> How to initialize a `device_global` to non-zero values
83
+
| [double_buffering](Tutorials/DesignPatterns/double_buffering) | [Tutorials/DesignPatterns](Tutorials/DesignPatterns) | How and when to implement the double buffering optimization technique
84
+
| [explicit_data_movement](Tutorials/DesignPatterns/explicit_data_movement) | [Tutorials/DesignPatterns](Tutorials/DesignPatterns) | How to explicitly manage the movement of data for the FPGA
85
+
| [hostpipes (experimental)](Tutorials/Features/experimental/hostpipes) | [Tutorials/Features](Tutorials/Features) | How to use host pipes to send and receive data between a host and the FPGA
86
+
| [kernel_args_restrict](Tutorials/Features/kernel_args_restrict) | [Tutorials/Features](Tutorials/Features) | The problem of pointer aliasing and its impact on compiler optimizations. <br> The behavior of the `kernel_args_restrict` attribute and when to use it on your kernel <br> The effect this attribute can have on kernel performance on FPGA
87
+
| [loop_coalesce](Tutorials/Features/loop_coalesce) | [Tutorials/Features](Tutorials/Features) | What the `loop_coalesce` attribute does <br> How `loop_coalesce` attribute affects resource usage and loop throughput <br> How to apply the `loop_coalesce` attribute to loops in your program <br> Which loops make good candidates for coalescing
88
+
| [loop_fusion](Tutorials/Features/loop_fusion) | [Tutorials/Features](Tutorials/Features) | Basics of loop fusion <br> The reasons for loop fusion<br/>How to use loop fusion to increase performance <br> Understanding safe application of loop fusion
89
+
| [loop_initiation_interval](Tutorials/Features/loop_initiation_interval) | [Tutorials/Features](Tutorials/Features) | The f<sub>MAX</sub>-II tradeoff <br> Default behavior of the compiler when scheduling loops <br> How to use `intel::initiation_interval` to attempt to set the II for a loop <br> Scenarios in which `intel::initiation_interval` can be helpful in optimizing kernel performance
90
+
| [loop_ivdep](Tutorials/Features/loop_ivdep) | [Tutorials/Features](Tutorials/Features) | Basics of loop-carried dependencies <br> The notion of a loop-carried dependence distance <br> What constitutes a safe dependence distance <br> How to aid the compiler's dependence analysis to maximize performance
91
+
| [loop_unroll](Tutorials/Features/loop_unroll) | [Tutorials/Features](Tutorials/Features) | Basics of loop unrolling. <br> How to unroll loops in your program <br> Determining the optimal unroll factor for your program
92
+
| [max_interleaving](Tutorials/Features/max_interleaving) | [Tutorials/Features](Tutorials/Features) | The basic usage of the `max_interleaving` attribute <br> How the `max_interleaving` attribute affects loop resource use <br> How to apply the `max_interleaving` attribute to loops in your program
93
+
| [memory_attributes](Tutorials/Features/memory_attributes) | [Tutorials/Features](Tutorials/Features) | The basic concepts of on-chip memory attributes <br> How to apply memory attributes in your program <br> How to confirm that the memory attributes were respected by the compiler <br> A case study of the type of performance/area trade-offs enabled by memory attributes
94
+
| [pipes](Tutorials/Features/pipes) | [Tutorials/Features](Tutorials/Features) | The basics of using SYCL*-compliant pipes extension for FPGA <br> How to declare and use pipes
95
+
| [printf](Tutorials/Features/printf) | [Tutorials/DesignPatterns](Tutorials/DesignPatterns) | How to declare and use `printf` in program
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| [register_map_and_streaming_interfaces (experimental)](Tutorials/Features/experimental/register_map_and_streaming_interfaces) | [Tutorials/Features](Tutorials/Features) | How to specify the kernel invocation interface and kernel argument interfaces
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