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Update README.md (#2624)
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programming_examples/getting_started/01_SAXPY/README.md

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@@ -12,15 +12,14 @@ This design consists of the following:
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JIT decorator to compile the design into a binary to run on the NPU, as well as
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to describe the program that runs on the CPU (host) that calculates a correct
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reference output, verifies and times our NPU design's execution.
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* `saxpy_scalar_baseline.cc`: A C++ scalar SAXPY kernel.
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* `saxpy_vector.cc`: A C++ vectorized kernel that exposes efficient
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* `saxpy.cc`: Contains both a scalar C++ SAXPY kernel (saxpy_scalar) and a vectorized kernel (saxpy) that exposes efficient
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vector operations on the AI Engine using the
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[AIE API](https://xilinx.github.io/aie_api/index.html).
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* `run.lit`: lit test that runs the design on different NPU devices.
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## Data Movement and Compute
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Input tensors `X` and `Y` are moved from DRAM to the AI Engine compute core using ObjectFIFOs `of_x` and `of_y`. The output tensor `Z` is moved from the AI Engine compute core to DRAM using ObjectFIFO `of_z`. The AI Engine program calls the external kernel `saxpy_kernel` defined in `saxpy_vector.cc`.
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Input tensors `X` and `Y` are moved from DRAM to the AI Engine compute core using ObjectFIFOs `of_x` and `of_y`. The output tensor `Z` is moved from the AI Engine compute core to DRAM using ObjectFIFO `of_z`. The AI Engine program calls the external kernel `saxpy_kernel` defined in `saxpy.cc`.
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## Ryzen™ AI Usage
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