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| <a href="src_2armnn_quantizer_2_r_e_a_d_m_e_8md.html">Go to the documentation of this file.</a><div class="fragment"><div class="line"><a name="l00001"></a><span class="lineno"> 1</span> # The ArmnnQuantizer</div><div class="line"><a name="l00002"></a><span class="lineno"> 2</span> </div><div class="line"><a name="l00003"></a><span class="lineno"> 3</span> The `ArmnnQuantizer` is a program for loading a 32-bit float network into ArmNN and converting it into a quantized asymmetric 8-bit or quantized symmetric 16-bit network.</div><div class="line"><a name="l00004"></a><span class="lineno"> 4</span> It supports static quantization by default, dynamic quantization is enabled if CSV file of raw input tensors is provided. Run the program with no arguments to see command-line help.</div><div class="line"><a name="l00005"></a><span class="lineno"> 5</span> </div><div class="line"><a name="l00006"></a><span class="lineno"> 6</span> </div><div class="line"><a name="l00007"></a><span class="lineno"> 7</span> |Cmd:|||</div><div class="line"><a name="l00008"></a><span class="lineno"> 8</span> | ---|---|---|</div><div class="line"><a name="l00009"></a><span class="lineno"> 9</span> | -h | --help | Display help messages |</div><div class="line"><a name="l00010"></a><span class="lineno"> 10</span> | -f | --infile | Input file containing float 32 ArmNN Input Graph |</div><div class="line"><a name="l00011"></a><span class="lineno"> 11</span> | -s | --scheme | Quantization scheme, "QAsymm8" or "QSymm16". Default value: QAsymm8 |</div><div class="line"><a name="l00012"></a><span class="lineno"> 12</span> | -c | --csvfile | CSV file containing paths for raw input tensors for dynamic quantization. If unset, static quantization is used |</div><div class="line"><a name="l00013"></a><span class="lineno"> 13</span> | -p | --preserve-data-type | Preserve the input and output data types. If unset, input and output data types are not preserved |</div><div class="line"><a name="l00014"></a><span class="lineno"> 14</span> | -d | --outdir | Directory that output file will be written to |</div><div class="line"><a name="l00015"></a><span class="lineno"> 15</span> | -o | --outfile | ArmNN output file name |</div><div class="line"><a name="l00016"></a><span class="lineno"> 16</span> </div><div class="line"><a name="l00017"></a><span class="lineno"> 17</span> Example usage: <br></div><div class="line"><a name="l00018"></a><span class="lineno"> 18</span> <code>./ArmnnQuantizer -f /path/to/armnn/input/graph/ -s "QSymm16" -c /path/to/csv/file -p 1 -d /path/to/output -o outputFileName</code></div></div><!-- fragment --></div><!-- contents --> |
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