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DirectProgramming/C++SYCL_FPGA/ReferenceDesigns/db/src/query9/query9_kernel.cpp

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#include "query9_kernel.hpp"
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#include "pipe_types.hpp"
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#include "onchip_memory_with_cache.hpp" // DirectProgramming/DPC++FPGA/include
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#include "onchip_memory_with_cache.hpp" // DirectProgramming/C++SYCL_FPGA/include
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#include "../db_utils/Accumulator.hpp"
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#include "../db_utils/LikeRegex.hpp"

DirectProgramming/C++SYCL_FPGA/Tutorials/DesignPatterns/autorun/README.md

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style tier4 fill:#0071c1,stroke:#0071c1,stroke-width:1px,color:#fff
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```
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Find more information about how to navigate this part of the code samples in the [FPGA top-level README.md](/DirectProgramming/DPC++FPGA/README.md).
36-
You can also find more information about [troubleshooting build errors](/DirectProgramming/DPC++FPGA/README.md#troubleshooting), [running the sample on the Intel® DevCloud](/DirectProgramming/DPC++FPGA/README.md#build-and-run-the-samples-on-intel-devcloud-optional), [using Visual Studio Code with the code samples](/DirectProgramming/DPC++FPGA/README.md#use-visual-studio-code-vs-code-optional), [links to selected documentation](/DirectProgramming/DPC++FPGA/README.md#documentation), etc.
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Find more information about how to navigate this part of the code samples in the [FPGA top-level README.md](/DirectProgramming/C++SYCL_FPGA/README.md).
36+
You can also find more information about [troubleshooting build errors](/DirectProgramming/C++SYCL_FPGA/README.md#troubleshooting), [running the sample on the Intel® DevCloud](/DirectProgramming/C++SYCL_FPGA/README.md#build-and-run-the-samples-on-intel-devcloud-optional), [using Visual Studio Code with the code samples](/DirectProgramming/C++SYCL_FPGA/README.md#use-visual-studio-code-vs-code-optional), [links to selected documentation](/DirectProgramming/C++SYCL_FPGA/README.md#documentation), etc.
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|:--- |:---

DirectProgramming/C++SYCL_FPGA/Tutorials/DesignPatterns/buffered_host_streaming/README.md

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style tier4 fill:#0071c1,stroke:#0071c1,stroke-width:1px,color:#fff
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```
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Find more information about how to navigate this part of the code samples in the [FPGA top-level README.md](/DirectProgramming/DPC++FPGA/README.md).
45-
You can also find more information about [troubleshooting build errors](/DirectProgramming/DPC++FPGA/README.md#troubleshooting), [running the sample on the Intel® DevCloud](/DirectProgramming/DPC++FPGA/README.md#build-and-run-the-samples-on-intel-devcloud-optional), [using Visual Studio Code with the code samples](/DirectProgramming/DPC++FPGA/README.md#use-visual-studio-code-vs-code-optional), [links to selected documentation](/DirectProgramming/DPC++FPGA/README.md#documentation), etc.
44+
Find more information about how to navigate this part of the code samples in the [FPGA top-level README.md](/DirectProgramming/C++SYCL_FPGA/README.md).
45+
You can also find more information about [troubleshooting build errors](/DirectProgramming/C++SYCL_FPGA/README.md#troubleshooting), [running the sample on the Intel® DevCloud](/DirectProgramming/C++SYCL_FPGA/README.md#build-and-run-the-samples-on-intel-devcloud-optional), [using Visual Studio Code with the code samples](/DirectProgramming/C++SYCL_FPGA/README.md#use-visual-studio-code-vs-code-optional), [links to selected documentation](/DirectProgramming/C++SYCL_FPGA/README.md#documentation), etc.
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| Optimized for | Description
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|:--- |:---

DirectProgramming/C++SYCL_FPGA/Tutorials/DesignPatterns/compute_units/README.md

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style tier4 fill:#0071c1,stroke:#0071c1,stroke-width:1px,color:#fff
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```
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Find more information about how to navigate this part of the code samples in the [FPGA top-level README.md](/DirectProgramming/DPC++FPGA/README.md).
39-
You can also find more information about [troubleshooting build errors](/DirectProgramming/DPC++FPGA/README.md#troubleshooting), [running the sample on the Intel® DevCloud](/DirectProgramming/DPC++FPGA/README.md#build-and-run-the-samples-on-intel-devcloud-optional), [using Visual Studio Code with the code samples](/DirectProgramming/DPC++FPGA/README.md#use-visual-studio-code-vs-code-optional), [links to selected documentation](/DirectProgramming/DPC++FPGA/README.md#documentation), etc.
38+
Find more information about how to navigate this part of the code samples in the [FPGA top-level README.md](/DirectProgramming/C++SYCL_FPGA/README.md).
39+
You can also find more information about [troubleshooting build errors](/DirectProgramming/C++SYCL_FPGA/README.md#troubleshooting), [running the sample on the Intel® DevCloud](/DirectProgramming/C++SYCL_FPGA/README.md#build-and-run-the-samples-on-intel-devcloud-optional), [using Visual Studio Code with the code samples](/DirectProgramming/C++SYCL_FPGA/README.md#use-visual-studio-code-vs-code-optional), [links to selected documentation](/DirectProgramming/C++SYCL_FPGA/README.md#documentation), etc.
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| Optimized for | Description
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|:--- |:---

DirectProgramming/C++SYCL_FPGA/Tutorials/DesignPatterns/double_buffering/README.md

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style tier4 fill:#0071c1,stroke:#0071c1,stroke-width:1px,color:#fff
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```
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Find more information about how to navigate this part of the code samples in the [FPGA top-level README.md](/DirectProgramming/DPC++FPGA/README.md).
40-
You can also find more information about [troubleshooting build errors](/DirectProgramming/DPC++FPGA/README.md#troubleshooting), [running the sample on the Intel® DevCloud](/DirectProgramming/DPC++FPGA/README.md#build-and-run-the-samples-on-intel-devcloud-optional), [using Visual Studio Code with the code samples](/DirectProgramming/DPC++FPGA/README.md#use-visual-studio-code-vs-code-optional), [links to selected documentation](/DirectProgramming/DPC++FPGA/README.md#documentation), etc.
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Find more information about how to navigate this part of the code samples in the [FPGA top-level README.md](/DirectProgramming/C++SYCL_FPGA/README.md).
40+
You can also find more information about [troubleshooting build errors](/DirectProgramming/C++SYCL_FPGA/README.md#troubleshooting), [running the sample on the Intel® DevCloud](/DirectProgramming/C++SYCL_FPGA/README.md#build-and-run-the-samples-on-intel-devcloud-optional), [using Visual Studio Code with the code samples](/DirectProgramming/C++SYCL_FPGA/README.md#use-visual-studio-code-vs-code-optional), [links to selected documentation](/DirectProgramming/C++SYCL_FPGA/README.md#documentation), etc.
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|:--- |:---

DirectProgramming/C++SYCL_FPGA/Tutorials/DesignPatterns/explicit_data_movement/README.md

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style tier4 fill:#0071c1,stroke:#0071c1,stroke-width:1px,color:#fff
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```
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Find more information about how to navigate this part of the code samples in the [FPGA top-level README.md](/DirectProgramming/DPC++FPGA/README.md).
36-
You can also find more information about [troubleshooting build errors](/DirectProgramming/DPC++FPGA/README.md#troubleshooting), [running the sample on the Intel® DevCloud](/DirectProgramming/DPC++FPGA/README.md#build-and-run-the-samples-on-intel-devcloud-optional), [using Visual Studio Code with the code samples](/DirectProgramming/DPC++FPGA/README.md#use-visual-studio-code-vs-code-optional), [links to selected documentation](/DirectProgramming/DPC++FPGA/README.md#documentation), etc.
35+
Find more information about how to navigate this part of the code samples in the [FPGA top-level README.md](/DirectProgramming/C++SYCL_FPGA/README.md).
36+
You can also find more information about [troubleshooting build errors](/DirectProgramming/C++SYCL_FPGA/README.md#troubleshooting), [running the sample on the Intel® DevCloud](/DirectProgramming/C++SYCL_FPGA/README.md#build-and-run-the-samples-on-intel-devcloud-optional), [using Visual Studio Code with the code samples](/DirectProgramming/C++SYCL_FPGA/README.md#use-visual-studio-code-vs-code-optional), [links to selected documentation](/DirectProgramming/C++SYCL_FPGA/README.md#documentation), etc.
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| Optimized for | Description
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|:--- |:---

DirectProgramming/C++SYCL_FPGA/Tutorials/DesignPatterns/io_streaming/README.md

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style tier4 fill:#0071c1,stroke:#0071c1,stroke-width:1px,color:#fff
3333
```
3434

35-
Find more information about how to navigate this part of the code samples in the [FPGA top-level README.md](/DirectProgramming/DPC++FPGA/README.md).
36-
You can also find more information about [troubleshooting build errors](/DirectProgramming/DPC++FPGA/README.md#troubleshooting), [running the sample on the Intel® DevCloud](/DirectProgramming/DPC++FPGA/README.md#build-and-run-the-samples-on-intel-devcloud-optional), [using Visual Studio Code with the code samples](/DirectProgramming/DPC++FPGA/README.md#use-visual-studio-code-vs-code-optional), [links to selected documentation](/DirectProgramming/DPC++FPGA/README.md#documentation), etc.
35+
Find more information about how to navigate this part of the code samples in the [FPGA top-level README.md](/DirectProgramming/C++SYCL_FPGA/README.md).
36+
You can also find more information about [troubleshooting build errors](/DirectProgramming/C++SYCL_FPGA/README.md#troubleshooting), [running the sample on the Intel® DevCloud](/DirectProgramming/C++SYCL_FPGA/README.md#build-and-run-the-samples-on-intel-devcloud-optional), [using Visual Studio Code with the code samples](/DirectProgramming/C++SYCL_FPGA/README.md#use-visual-studio-code-vs-code-optional), [links to selected documentation](/DirectProgramming/C++SYCL_FPGA/README.md#documentation), etc.
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| Optimized for | Description
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|:--- |:---

DirectProgramming/C++SYCL_FPGA/Tutorials/DesignPatterns/loop_carried_dependency/README.md

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style tier4 fill:#0071c1,stroke:#0071c1,stroke-width:1px,color:#fff
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```
3737

38-
Find more information about how to navigate this part of the code samples in the [FPGA top-level README.md](/DirectProgramming/DPC++FPGA/README.md).
39-
You can also find more information about [troubleshooting build errors](/DirectProgramming/DPC++FPGA/README.md#troubleshooting), [running the sample on the Intel® DevCloud](/DirectProgramming/DPC++FPGA/README.md#build-and-run-the-samples-on-intel-devcloud-optional), [using Visual Studio Code with the code samples](/DirectProgramming/DPC++FPGA/README.md#use-visual-studio-code-vs-code-optional), [links to selected documentation](/DirectProgramming/DPC++FPGA/README.md#documentation), etc.
38+
Find more information about how to navigate this part of the code samples in the [FPGA top-level README.md](/DirectProgramming/C++SYCL_FPGA/README.md).
39+
You can also find more information about [troubleshooting build errors](/DirectProgramming/C++SYCL_FPGA/README.md#troubleshooting), [running the sample on the Intel® DevCloud](/DirectProgramming/C++SYCL_FPGA/README.md#build-and-run-the-samples-on-intel-devcloud-optional), [using Visual Studio Code with the code samples](/DirectProgramming/C++SYCL_FPGA/README.md#use-visual-studio-code-vs-code-optional), [links to selected documentation](/DirectProgramming/C++SYCL_FPGA/README.md#documentation), etc.
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| Optimized for | Description
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|:--- |:---

DirectProgramming/C++SYCL_FPGA/Tutorials/DesignPatterns/n_way_buffering/README.md

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style tier4 fill:#0071c1,stroke:#0071c1,stroke-width:1px,color:#fff
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```
3535

36-
Find more information about how to navigate this part of the code samples in the [FPGA top-level README.md](/DirectProgramming/DPC++FPGA/README.md).
37-
You can also find more information about [troubleshooting build errors](/DirectProgramming/DPC++FPGA/README.md#troubleshooting), [running the sample on the Intel® DevCloud](/DirectProgramming/DPC++FPGA/README.md#build-and-run-the-samples-on-intel-devcloud-optional), [using Visual Studio Code with the code samples](/DirectProgramming/DPC++FPGA/README.md#use-visual-studio-code-vs-code-optional), [links to selected documentation](/DirectProgramming/DPC++FPGA/README.md#documentation), etc.
36+
Find more information about how to navigate this part of the code samples in the [FPGA top-level README.md](/DirectProgramming/C++SYCL_FPGA/README.md).
37+
You can also find more information about [troubleshooting build errors](/DirectProgramming/C++SYCL_FPGA/README.md#troubleshooting), [running the sample on the Intel® DevCloud](/DirectProgramming/C++SYCL_FPGA/README.md#build-and-run-the-samples-on-intel-devcloud-optional), [using Visual Studio Code with the code samples](/DirectProgramming/C++SYCL_FPGA/README.md#use-visual-studio-code-vs-code-optional), [links to selected documentation](/DirectProgramming/C++SYCL_FPGA/README.md#documentation), etc.
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| Optimized for | Description
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|:--- |:---

DirectProgramming/C++SYCL_FPGA/Tutorials/DesignPatterns/onchip_memory_cache/README.md

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style tier4 fill:#0071c1,stroke:#0071c1,stroke-width:1px,color:#fff
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```
5454

55-
Find more information about how to navigate this part of the code samples in the [FPGA top-level README.md](/DirectProgramming/DPC++FPGA/README.md).
56-
You can also find more information about [troubleshooting build errors](/DirectProgramming/DPC++FPGA/README.md#troubleshooting), [running the sample on the Intel® DevCloud](/DirectProgramming/DPC++FPGA/README.md#build-and-run-the-samples-on-intel-devcloud-optional), [using Visual Studio Code with the code samples](/DirectProgramming/DPC++FPGA/README.md#use-visual-studio-code-vs-code-optional), [links to selected documentation](/DirectProgramming/DPC++FPGA/README.md#documentation), and more.
55+
Find more information about how to navigate this part of the code samples in the [FPGA top-level README.md](/DirectProgramming/C++SYCL_FPGA/README.md).
56+
You can also find more information about [troubleshooting build errors](/DirectProgramming/C++SYCL_FPGA/README.md#troubleshooting), [running the sample on the Intel® DevCloud](/DirectProgramming/C++SYCL_FPGA/README.md#build-and-run-the-samples-on-intel-devcloud-optional), [using Visual Studio Code with the code samples](/DirectProgramming/C++SYCL_FPGA/README.md#use-visual-studio-code-vs-code-optional), [links to selected documentation](/DirectProgramming/C++SYCL_FPGA/README.md#documentation), and more.
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## Key Implementation Details
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DirectProgramming/C++SYCL_FPGA/Tutorials/DesignPatterns/pipe_array/README.md

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style tier4 fill:#0071c1,stroke:#0071c1,stroke-width:1px,color:#fff
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```
4343

44-
Find more information about how to navigate this part of the code samples in the [FPGA top-level README.md](/DirectProgramming/DPC++FPGA/README.md).
45-
You can also find more information about [troubleshooting build errors](/DirectProgramming/DPC++FPGA/README.md#troubleshooting), [running the sample on the Intel® DevCloud](/DirectProgramming/DPC++FPGA/README.md#build-and-run-the-samples-on-intel-devcloud-optional), [using Visual Studio Code with the code samples](/DirectProgramming/DPC++FPGA/README.md#use-visual-studio-code-vs-code-optional), [links to selected documentation](/DirectProgramming/DPC++FPGA/README.md#documentation), etc.
44+
Find more information about how to navigate this part of the code samples in the [FPGA top-level README.md](/DirectProgramming/C++SYCL_FPGA/README.md).
45+
You can also find more information about [troubleshooting build errors](/DirectProgramming/C++SYCL_FPGA/README.md#troubleshooting), [running the sample on the Intel® DevCloud](/DirectProgramming/C++SYCL_FPGA/README.md#build-and-run-the-samples-on-intel-devcloud-optional), [using Visual Studio Code with the code samples](/DirectProgramming/C++SYCL_FPGA/README.md#use-visual-studio-code-vs-code-optional), [links to selected documentation](/DirectProgramming/C++SYCL_FPGA/README.md#documentation), etc.
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## Purpose
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In certain situations, it is useful to create a collection of pipes that can be indexed like an array in a SYCL-compliant FPGA design. If you are not yet familiar with pipes, refer to the prerequisite tutorial "Data Transfers Using Pipes".

DirectProgramming/C++SYCL_FPGA/Tutorials/DesignPatterns/shannonization/README.md

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style tier4 fill:#0071c1,stroke:#0071c1,stroke-width:1px,color:#fff
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```
4242

43-
Find more information about how to navigate this part of the code samples in the [FPGA top-level README.md](/DirectProgramming/DPC++FPGA/README.md).
44-
You can also find more information about [troubleshooting build errors](/DirectProgramming/DPC++FPGA/README.md#troubleshooting), [running the sample on the Intel® DevCloud](/DirectProgramming/DPC++FPGA/README.md#build-and-run-the-samples-on-intel-devcloud-optional), [using Visual Studio Code with the code samples](/DirectProgramming/DPC++FPGA/README.md#use-visual-studio-code-vs-code-optional), [links to selected documentation](/DirectProgramming/DPC++FPGA/README.md#documentation), etc.
43+
Find more information about how to navigate this part of the code samples in the [FPGA top-level README.md](/DirectProgramming/C++SYCL_FPGA/README.md).
44+
You can also find more information about [troubleshooting build errors](/DirectProgramming/C++SYCL_FPGA/README.md#troubleshooting), [running the sample on the Intel® DevCloud](/DirectProgramming/C++SYCL_FPGA/README.md#build-and-run-the-samples-on-intel-devcloud-optional), [using Visual Studio Code with the code samples](/DirectProgramming/C++SYCL_FPGA/README.md#use-visual-studio-code-vs-code-optional), [links to selected documentation](/DirectProgramming/C++SYCL_FPGA/README.md#documentation), etc.
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## Purpose
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Demonstrate a loop optimization to improve the f<sub>MAX</sub>/II of an FPGA design.

DirectProgramming/C++SYCL_FPGA/Tutorials/DesignPatterns/simple_host_streaming/README.md

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style tier4 fill:#0071c1,stroke:#0071c1,stroke-width:1px,color:#fff
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```
4848

49-
Find more information about how to navigate this part of the code samples in the [FPGA top-level README.md](/DirectProgramming/DPC++FPGA/README.md).
50-
You can also find more information about [troubleshooting build errors](/DirectProgramming/DPC++FPGA/README.md#troubleshooting), [running the sample on the Intel® DevCloud](/DirectProgramming/DPC++FPGA/README.md#build-and-run-the-samples-on-intel-devcloud-optional), [using Visual Studio Code with the code samples](/DirectProgramming/DPC++FPGA/README.md#use-visual-studio-code-vs-code-optional), [links to selected documentation](/DirectProgramming/DPC++FPGA/README.md#documentation), etc.
49+
Find more information about how to navigate this part of the code samples in the [FPGA top-level README.md](/DirectProgramming/C++SYCL_FPGA/README.md).
50+
You can also find more information about [troubleshooting build errors](/DirectProgramming/C++SYCL_FPGA/README.md#troubleshooting), [running the sample on the Intel® DevCloud](/DirectProgramming/C++SYCL_FPGA/README.md#build-and-run-the-samples-on-intel-devcloud-optional), [using Visual Studio Code with the code samples](/DirectProgramming/C++SYCL_FPGA/README.md#use-visual-studio-code-vs-code-optional), [links to selected documentation](/DirectProgramming/C++SYCL_FPGA/README.md#documentation), etc.
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## Purpose
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The purpose of this tutorial is to show you how to take advantage of SYCL USM host allocations and zero-copy host memory to implement a streaming host-device design with low latency and high throughput. Before starting this tutorial, we recommend first reviewing the **Pipes** (pipes) and **Zero-Copy Data Transfer** (zero_copy_data_transfer) FPGA tutorials, which will teach you more about SYCL pipes and SYCL USM and zero-copy data transfers, respectively.

DirectProgramming/C++SYCL_FPGA/Tutorials/DesignPatterns/triangular_loop/README.md

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style tier4 fill:#0071c1,stroke:#0071c1,stroke-width:1px,color:#fff
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```
4444

45-
Find more information about how to navigate this part of the code samples in the [FPGA top-level README.md](/DirectProgramming/DPC++FPGA/README.md).
46-
You can also find more information about [troubleshooting build errors](/DirectProgramming/DPC++FPGA/README.md#troubleshooting), [running the sample on the Intel® DevCloud](/DirectProgramming/DPC++FPGA/README.md#build-and-run-the-samples-on-intel-devcloud-optional), [using Visual Studio Code with the code samples](/DirectProgramming/DPC++FPGA/README.md#use-visual-studio-code-vs-code-optional), [links to selected documentation](/DirectProgramming/DPC++FPGA/README.md#documentation), etc.
45+
Find more information about how to navigate this part of the code samples in the [FPGA top-level README.md](/DirectProgramming/C++SYCL_FPGA/README.md).
46+
You can also find more information about [troubleshooting build errors](/DirectProgramming/C++SYCL_FPGA/README.md#troubleshooting), [running the sample on the Intel® DevCloud](/DirectProgramming/C++SYCL_FPGA/README.md#build-and-run-the-samples-on-intel-devcloud-optional), [using Visual Studio Code with the code samples](/DirectProgramming/C++SYCL_FPGA/README.md#use-visual-studio-code-vs-code-optional), [links to selected documentation](/DirectProgramming/C++SYCL_FPGA/README.md#documentation), etc.
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## Purpose
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