727 lines
18 KiB
HTML
727 lines
18 KiB
HTML
<h1>Summary</h1><br><hr><table border="2" class="dataframe">
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<thead>
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<tr style="text-align: right;">
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<th></th>
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<th>info</th>
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</tr>
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</thead>
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<tbody>
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<tr>
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<th>docker_version</th>
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<td>kneron/toolchain:v0.29.0</td>
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</tr>
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<tr>
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<th>comments</th>
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<td></td>
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</tr>
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<tr>
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<th>kdp520/input bitwidth</th>
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<td>int8</td>
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</tr>
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<tr>
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<th>kdp520/output bitwidth</th>
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<td>int8</td>
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</tr>
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<tr>
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<th>kdp520/cpu bitwidth</th>
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<td>int8</td>
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</tr>
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<tr>
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<th>kdp520/datapath bitwidth</th>
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<td>int8</td>
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</tr>
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<tr>
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<th>kdp520/weight bitwidth</th>
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<td>int8</td>
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</tr>
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<tr>
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<th>kdp520/ip_eval/fps</th>
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<td>13.5583</td>
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</tr>
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<tr>
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<th>kdp520/ip_eval/ITC(ms)</th>
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<td>73.7554 ms</td>
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</tr>
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<tr>
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<th>kdp520/ip_eval/RDMA bandwidth GB/s</th>
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<td>0.8</td>
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</tr>
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<tr>
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<th>kdp520/ip_eval/WDMA bandwidth GB/s</th>
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<td>0.8</td>
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</tr>
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<tr>
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<th>kdp520/ip_eval/GETW bandwidth GB/s</th>
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<td>0.8</td>
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</tr>
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<tr>
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<th>kdp520/ip_eval/cpu_node</th>
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<td>N/A</td>
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</tr>
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<tr>
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<th>kdp520/bie</th>
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<td>input.kdp520.scaled.bie</td>
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</tr>
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<tr>
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<th>kdp520/onnx</th>
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<td>input.kdp520.decomposed.onnx</td>
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</tr>
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<tr>
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<th>kdp520/nef</th>
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<td>models_520.nef</td>
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</tr>
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<tr>
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<th>gen fx model report</th>
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<td>model_fx_report.html</td>
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</tr>
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<tr>
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<th>gen fx model json</th>
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<td>model_fx_report.json</td>
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</tr>
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</tbody>
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</table><br><hr><h2>kdp520</h2><br><hr><table border="1" class="dataframe">
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<thead>
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<tr style="text-align: right;">
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<th></th>
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<th>node</th>
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<th>node origin</th>
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<th>type</th>
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<th>bw in</th>
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<th>bw out</th>
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<th>bw weight</th>
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<th>node backend</th>
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</tr>
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</thead>
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<tbody>
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<tr>
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<th>0</th>
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<td>input</td>
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<td>None</td>
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<td>NPU</td>
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<td>N/A</td>
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<td>[8]</td>
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<td>N/A</td>
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<td>None</td>
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</tr>
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<tr>
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<th>1</th>
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<td>/conv1/Conv</td>
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<td>/conv1/Conv</td>
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<td>NPU</td>
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<td>[8]</td>
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<td>[16]</td>
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<td>[8]</td>
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<td>npu_fusion_node_/conv1/Conv_/prelu/PRelu</td>
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</tr>
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<tr>
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<th>2</th>
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<td>/prelu/PRelu</td>
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<td>/prelu/PRelu</td>
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<td>NPU</td>
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<td>[16]</td>
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<td>[8]</td>
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<td>[8]</td>
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<td>↑</td>
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</tr>
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<tr>
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<th>3</th>
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<td>/layer1/layer1.0/bn1/BatchNormalization_KNOPT_bn_sep_1</td>
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<td>/layer1/layer1.0/bn1/BatchNormalization</td>
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<td>NPU</td>
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<td>[8]</td>
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<td>[8]</td>
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<td>[16]</td>
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<td>/layer1/layer1.0/bn1/BatchNormalization_KNOPT_bn_sep_1</td>
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</tr>
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<tr>
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<th>4</th>
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<td>/layer1/layer1.0/bn1/BatchNormalization_KNOPT_bn_sep_2</td>
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<td>/layer1/layer1.0/bn1/BatchNormalization</td>
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<td>NPU</td>
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<td>[8]</td>
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<td>[8]</td>
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<td>[16]</td>
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<td>/layer1/layer1.0/bn1/BatchNormalization_KNOPT_bn_sep_2</td>
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</tr>
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<tr>
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<th>5</th>
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<td>/layer1/layer1.0/conv1/Conv</td>
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<td>/layer1/layer1.0/conv1/Conv</td>
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<td>NPU</td>
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<td>[8]</td>
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<td>[16]</td>
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<td>[8]</td>
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<td>npu_fusion_node_/layer1/layer1.0/conv1/Conv_/layer1/layer1.0/prelu/PRelu</td>
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</tr>
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<tr>
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<th>6</th>
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<td>/layer1/layer1.0/prelu/PRelu</td>
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<td>/layer1/layer1.0/prelu/PRelu</td>
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<td>NPU</td>
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<td>[16]</td>
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<td>[8]</td>
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<td>[8]</td>
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<td>↑</td>
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</tr>
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<tr>
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<th>7</th>
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<td>/layer1/layer1.0/conv2/Conv_KNOPT_/layer1/layer1.0/Add_KNOPT_dummy_bn_0</td>
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<td>/layer1/layer1.0/conv2/Conv</td>
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<td>NPU</td>
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<td>[8]</td>
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<td>[8]</td>
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<td>[8]</td>
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<td>/layer1/layer1.0/conv2/Conv_KNOPT_/layer1/layer1.0/Add_KNOPT_dummy_bn_0</td>
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</tr>
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<tr>
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<th>8</th>
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<td>/layer1/layer1.0/downsample/downsample.0/Conv</td>
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<td>/layer1/layer1.0/downsample/downsample.0/Conv</td>
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<td>NPU</td>
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<td>[8]</td>
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<td>[16]</td>
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<td>[8]</td>
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<td>npu_fusion_node_/layer1/layer1.0/downsample/downsample.0/Conv_/layer1/layer1.0/Add_KNOPT_dummy_bn_1</td>
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</tr>
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<tr>
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<th>9</th>
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<td>/layer1/layer1.0/Add_KNOPT_dummy_bn_1</td>
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<td>/layer1/layer1.0/Add</td>
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<td>NPU</td>
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<td>[16]</td>
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<td>[8]</td>
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<td>[16]</td>
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<td>↑</td>
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</tr>
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<tr>
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<th>10</th>
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<td>/layer1/layer1.0/Add</td>
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<td>/layer1/layer1.0/Add</td>
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<td>NPU</td>
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<td>[8, 8]</td>
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<td>[8]</td>
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<td>[8]</td>
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<td>/layer1/layer1.0/Add</td>
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</tr>
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<tr>
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<th>11</th>
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<td>/layer1/layer1.0/Add_KNOPT_dummy_bn_2</td>
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<td>/layer1/layer1.1/Add</td>
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<td>NPU</td>
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<td>[8]</td>
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<td>[8]</td>
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<td>[16]</td>
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<td>/layer1/layer1.0/Add_KNOPT_dummy_bn_2</td>
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</tr>
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<tr>
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<th>12</th>
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<td>/layer1/layer1.1/bn1/BatchNormalization</td>
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<td>/layer1/layer1.1/bn1/BatchNormalization</td>
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<td>NPU</td>
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<td>[8]</td>
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<td>[8]</td>
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<td>[16]</td>
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<td>/layer1/layer1.1/bn1/BatchNormalization</td>
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</tr>
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<tr>
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<th>13</th>
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<td>/layer1/layer1.1/conv1/Conv</td>
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<td>/layer1/layer1.1/conv1/Conv</td>
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<td>NPU</td>
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<td>[8]</td>
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<td>[16]</td>
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<td>[8]</td>
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<td>npu_fusion_node_/layer1/layer1.1/conv1/Conv_/layer1/layer1.1/prelu/PRelu</td>
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</tr>
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<tr>
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<th>14</th>
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<td>/layer1/layer1.1/prelu/PRelu</td>
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<td>/layer1/layer1.1/prelu/PRelu</td>
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<td>NPU</td>
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<td>[16]</td>
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<td>[8]</td>
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<td>[8]</td>
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<td>↑</td>
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</tr>
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<tr>
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<th>15</th>
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<td>/layer1/layer1.1/conv2/Conv_KNOPT_/layer1/layer1.1/Add_KNOPT_dummy_bn_0</td>
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<td>/layer1/layer1.1/conv2/Conv</td>
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<td>NPU</td>
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<td>[8]</td>
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<td>[8]</td>
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<td>[8]</td>
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<td>/layer1/layer1.1/conv2/Conv_KNOPT_/layer1/layer1.1/Add_KNOPT_dummy_bn_0</td>
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</tr>
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<tr>
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<th>16</th>
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<td>/layer1/layer1.1/Add</td>
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<td>/layer1/layer1.1/Add</td>
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<td>NPU</td>
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<td>[8, 8]</td>
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<td>[8]</td>
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<td>[8]</td>
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<td>/layer1/layer1.1/Add</td>
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</tr>
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<tr>
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<th>17</th>
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<td>/layer1/layer1.1/Add_KNOPT_dummy_bn_1</td>
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<td>/layer2/layer2.0/downsample/downsample.0/Conv</td>
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<td>NPU</td>
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<td>[8]</td>
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<td>[8]</td>
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<td>[16]</td>
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<td>/layer1/layer1.1/Add_KNOPT_dummy_bn_1</td>
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</tr>
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<tr>
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<th>18</th>
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<td>/layer2/layer2.0/downsample/downsample.0/Conv</td>
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<td>/layer2/layer2.0/downsample/downsample.0/Conv</td>
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<td>NPU</td>
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<td>[8]</td>
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<td>[16]</td>
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<td>[8]</td>
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<td>npu_fusion_node_/layer2/layer2.0/downsample/downsample.0/Conv_/layer2/layer2.0/Add_KNOPT_dummy_bn_1</td>
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</tr>
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<tr>
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<th>19</th>
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<td>/layer2/layer2.0/Add_KNOPT_dummy_bn_1</td>
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<td>/layer2/layer2.0/Add</td>
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<td>NPU</td>
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<td>[16]</td>
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<td>[8]</td>
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<td>[16]</td>
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<td>↑</td>
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</tr>
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<tr>
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<th>20</th>
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<td>/layer2/layer2.0/bn1/BatchNormalization</td>
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<td>/layer2/layer2.0/bn1/BatchNormalization</td>
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<td>NPU</td>
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<td>[8]</td>
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<td>[8]</td>
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<td>[16]</td>
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<td>/layer2/layer2.0/bn1/BatchNormalization</td>
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</tr>
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<tr>
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<th>21</th>
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<td>/layer2/layer2.0/conv1/Conv</td>
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<td>/layer2/layer2.0/conv1/Conv</td>
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<td>NPU</td>
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<td>[8]</td>
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<td>[16]</td>
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<td>[8]</td>
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<td>npu_fusion_node_/layer2/layer2.0/conv1/Conv_/layer2/layer2.0/prelu/PRelu</td>
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</tr>
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<tr>
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<th>22</th>
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<td>/layer2/layer2.0/prelu/PRelu</td>
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<td>/layer2/layer2.0/prelu/PRelu</td>
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<td>NPU</td>
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<td>[16]</td>
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<td>[8]</td>
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<td>[8]</td>
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<td>↑</td>
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</tr>
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<tr>
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<th>23</th>
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<td>/layer2/layer2.0/conv2/Conv_KNOPT_/layer2/layer2.0/Add_KNOPT_dummy_bn_0</td>
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<td>/layer2/layer2.0/conv2/Conv</td>
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<td>NPU</td>
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<td>[8]</td>
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<td>[8]</td>
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<td>[8]</td>
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<td>/layer2/layer2.0/conv2/Conv_KNOPT_/layer2/layer2.0/Add_KNOPT_dummy_bn_0</td>
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</tr>
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<tr>
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<th>24</th>
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<td>/layer2/layer2.0/Add</td>
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<td>/layer2/layer2.0/Add</td>
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<td>NPU</td>
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<td>[8, 8]</td>
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<td>[8]</td>
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<td>[8]</td>
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<td>/layer2/layer2.0/Add</td>
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</tr>
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<tr>
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<th>25</th>
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<td>/layer2/layer2.0/Add_KNOPT_dummy_bn_2</td>
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<td>/layer2/layer2.1/Add</td>
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<td>NPU</td>
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<td>[8]</td>
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<td>[8]</td>
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<td>[16]</td>
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<td>/layer2/layer2.0/Add_KNOPT_dummy_bn_2</td>
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</tr>
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<tr>
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<th>26</th>
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<td>/layer2/layer2.1/bn1/BatchNormalization</td>
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<td>/layer2/layer2.1/bn1/BatchNormalization</td>
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<td>NPU</td>
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<td>[8]</td>
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<td>[8]</td>
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<td>[16]</td>
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<td>/layer2/layer2.1/bn1/BatchNormalization</td>
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</tr>
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<tr>
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<th>27</th>
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<td>/layer2/layer2.1/conv1/Conv</td>
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<td>/layer2/layer2.1/conv1/Conv</td>
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<td>NPU</td>
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<td>[8]</td>
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<td>[16]</td>
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<td>[8]</td>
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<td>npu_fusion_node_/layer2/layer2.1/conv1/Conv_/layer2/layer2.1/prelu/PRelu</td>
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</tr>
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<tr>
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<th>28</th>
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<td>/layer2/layer2.1/prelu/PRelu</td>
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<td>/layer2/layer2.1/prelu/PRelu</td>
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<td>NPU</td>
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<td>[16]</td>
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<td>[8]</td>
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<td>[8]</td>
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<td>↑</td>
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</tr>
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<tr>
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<th>29</th>
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<td>/layer2/layer2.1/conv2/Conv_KNOPT_/layer2/layer2.1/Add_KNOPT_dummy_bn_0</td>
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<td>/layer2/layer2.1/conv2/Conv</td>
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<td>NPU</td>
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<td>[8]</td>
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<td>[8]</td>
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<td>[8]</td>
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<td>/layer2/layer2.1/conv2/Conv_KNOPT_/layer2/layer2.1/Add_KNOPT_dummy_bn_0</td>
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</tr>
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<tr>
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<th>30</th>
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<td>/layer2/layer2.1/Add</td>
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<td>/layer2/layer2.1/Add</td>
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<td>NPU</td>
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<td>[8, 8]</td>
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<td>[8]</td>
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<td>[8]</td>
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<td>/layer2/layer2.1/Add</td>
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</tr>
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<tr>
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<th>31</th>
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<td>/layer2/layer2.1/Add_KNOPT_dummy_bn_1</td>
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<td>/layer3/layer3.0/downsample/downsample.0/Conv</td>
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<td>NPU</td>
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<td>[8]</td>
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<td>[8]</td>
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<td>[16]</td>
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<td>/layer2/layer2.1/Add_KNOPT_dummy_bn_1</td>
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</tr>
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<tr>
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<th>32</th>
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<td>/layer3/layer3.0/downsample/downsample.0/Conv</td>
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<td>/layer3/layer3.0/downsample/downsample.0/Conv</td>
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<td>NPU</td>
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<td>[8]</td>
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<td>[16]</td>
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<td>[8]</td>
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<td>npu_fusion_node_/layer3/layer3.0/downsample/downsample.0/Conv_/layer3/layer3.0/Add_KNOPT_dummy_bn_1</td>
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</tr>
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<tr>
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<th>33</th>
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<td>/layer3/layer3.0/Add_KNOPT_dummy_bn_1</td>
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<td>/layer3/layer3.0/Add</td>
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<td>NPU</td>
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<td>[16]</td>
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<td>[8]</td>
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<td>[16]</td>
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<td>↑</td>
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</tr>
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<tr>
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<th>34</th>
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<td>/layer3/layer3.0/bn1/BatchNormalization</td>
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<td>/layer3/layer3.0/bn1/BatchNormalization</td>
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<td>NPU</td>
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<td>[8]</td>
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<td>[8]</td>
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<td>[16]</td>
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<td>/layer3/layer3.0/bn1/BatchNormalization</td>
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</tr>
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<tr>
|
|
<th>35</th>
|
|
<td>/layer3/layer3.0/conv1/Conv</td>
|
|
<td>/layer3/layer3.0/conv1/Conv</td>
|
|
<td>NPU</td>
|
|
<td>[8]</td>
|
|
<td>[16]</td>
|
|
<td>[8]</td>
|
|
<td>npu_fusion_node_/layer3/layer3.0/conv1/Conv_/layer3/layer3.0/prelu/PRelu</td>
|
|
</tr>
|
|
<tr>
|
|
<th>36</th>
|
|
<td>/layer3/layer3.0/prelu/PRelu</td>
|
|
<td>/layer3/layer3.0/prelu/PRelu</td>
|
|
<td>NPU</td>
|
|
<td>[16]</td>
|
|
<td>[8]</td>
|
|
<td>[8]</td>
|
|
<td>↑</td>
|
|
</tr>
|
|
<tr>
|
|
<th>37</th>
|
|
<td>/layer3/layer3.0/conv2/Conv_KNOPT_/layer3/layer3.0/Add_KNOPT_dummy_bn_0</td>
|
|
<td>/layer3/layer3.0/conv2/Conv</td>
|
|
<td>NPU</td>
|
|
<td>[8]</td>
|
|
<td>[8]</td>
|
|
<td>[8]</td>
|
|
<td>/layer3/layer3.0/conv2/Conv_KNOPT_/layer3/layer3.0/Add_KNOPT_dummy_bn_0</td>
|
|
</tr>
|
|
<tr>
|
|
<th>38</th>
|
|
<td>/layer3/layer3.0/Add</td>
|
|
<td>/layer3/layer3.0/Add</td>
|
|
<td>NPU</td>
|
|
<td>[8, 8]</td>
|
|
<td>[8]</td>
|
|
<td>[8]</td>
|
|
<td>/layer3/layer3.0/Add</td>
|
|
</tr>
|
|
<tr>
|
|
<th>39</th>
|
|
<td>/layer3/layer3.0/Add_KNOPT_dummy_bn_2</td>
|
|
<td>/layer3/layer3.1/Add</td>
|
|
<td>NPU</td>
|
|
<td>[8]</td>
|
|
<td>[8]</td>
|
|
<td>[16]</td>
|
|
<td>/layer3/layer3.0/Add_KNOPT_dummy_bn_2</td>
|
|
</tr>
|
|
<tr>
|
|
<th>40</th>
|
|
<td>/layer3/layer3.1/bn1/BatchNormalization</td>
|
|
<td>/layer3/layer3.1/bn1/BatchNormalization</td>
|
|
<td>NPU</td>
|
|
<td>[8]</td>
|
|
<td>[8]</td>
|
|
<td>[16]</td>
|
|
<td>/layer3/layer3.1/bn1/BatchNormalization</td>
|
|
</tr>
|
|
<tr>
|
|
<th>41</th>
|
|
<td>/layer3/layer3.1/conv1/Conv</td>
|
|
<td>/layer3/layer3.1/conv1/Conv</td>
|
|
<td>NPU</td>
|
|
<td>[8]</td>
|
|
<td>[16]</td>
|
|
<td>[8]</td>
|
|
<td>npu_fusion_node_/layer3/layer3.1/conv1/Conv_/layer3/layer3.1/prelu/PRelu</td>
|
|
</tr>
|
|
<tr>
|
|
<th>42</th>
|
|
<td>/layer3/layer3.1/prelu/PRelu</td>
|
|
<td>/layer3/layer3.1/prelu/PRelu</td>
|
|
<td>NPU</td>
|
|
<td>[16]</td>
|
|
<td>[8]</td>
|
|
<td>[8]</td>
|
|
<td>↑</td>
|
|
</tr>
|
|
<tr>
|
|
<th>43</th>
|
|
<td>/layer3/layer3.1/conv2/Conv_KNOPT_/layer3/layer3.1/Add_KNOPT_dummy_bn_0</td>
|
|
<td>/layer3/layer3.1/conv2/Conv</td>
|
|
<td>NPU</td>
|
|
<td>[8]</td>
|
|
<td>[8]</td>
|
|
<td>[8]</td>
|
|
<td>/layer3/layer3.1/conv2/Conv_KNOPT_/layer3/layer3.1/Add_KNOPT_dummy_bn_0</td>
|
|
</tr>
|
|
<tr>
|
|
<th>44</th>
|
|
<td>/layer3/layer3.1/Add</td>
|
|
<td>/layer3/layer3.1/Add</td>
|
|
<td>NPU</td>
|
|
<td>[8, 8]</td>
|
|
<td>[8]</td>
|
|
<td>[8]</td>
|
|
<td>/layer3/layer3.1/Add</td>
|
|
</tr>
|
|
<tr>
|
|
<th>45</th>
|
|
<td>/layer3/layer3.1/Add_KNOPT_dummy_bn_1</td>
|
|
<td>/layer4/layer4.0/downsample/downsample.0/Conv</td>
|
|
<td>NPU</td>
|
|
<td>[8]</td>
|
|
<td>[8]</td>
|
|
<td>[16]</td>
|
|
<td>/layer3/layer3.1/Add_KNOPT_dummy_bn_1</td>
|
|
</tr>
|
|
<tr>
|
|
<th>46</th>
|
|
<td>/layer4/layer4.0/downsample/downsample.0/Conv</td>
|
|
<td>/layer4/layer4.0/downsample/downsample.0/Conv</td>
|
|
<td>NPU</td>
|
|
<td>[8]</td>
|
|
<td>[16]</td>
|
|
<td>[8]</td>
|
|
<td>npu_fusion_node_/layer4/layer4.0/downsample/downsample.0/Conv_/layer4/layer4.0/Add_KNOPT_dummy_bn_1</td>
|
|
</tr>
|
|
<tr>
|
|
<th>47</th>
|
|
<td>/layer4/layer4.0/Add_KNOPT_dummy_bn_1</td>
|
|
<td>/layer4/layer4.0/Add</td>
|
|
<td>NPU</td>
|
|
<td>[16]</td>
|
|
<td>[8]</td>
|
|
<td>[16]</td>
|
|
<td>↑</td>
|
|
</tr>
|
|
<tr>
|
|
<th>48</th>
|
|
<td>/layer4/layer4.0/bn1/BatchNormalization</td>
|
|
<td>/layer4/layer4.0/bn1/BatchNormalization</td>
|
|
<td>NPU</td>
|
|
<td>[8]</td>
|
|
<td>[8]</td>
|
|
<td>[16]</td>
|
|
<td>/layer4/layer4.0/bn1/BatchNormalization</td>
|
|
</tr>
|
|
<tr>
|
|
<th>49</th>
|
|
<td>/layer4/layer4.0/conv1/Conv</td>
|
|
<td>/layer4/layer4.0/conv1/Conv</td>
|
|
<td>NPU</td>
|
|
<td>[8]</td>
|
|
<td>[16]</td>
|
|
<td>[8]</td>
|
|
<td>npu_fusion_node_/layer4/layer4.0/conv1/Conv_/layer4/layer4.0/prelu/PRelu</td>
|
|
</tr>
|
|
<tr>
|
|
<th>50</th>
|
|
<td>/layer4/layer4.0/prelu/PRelu</td>
|
|
<td>/layer4/layer4.0/prelu/PRelu</td>
|
|
<td>NPU</td>
|
|
<td>[16]</td>
|
|
<td>[8]</td>
|
|
<td>[8]</td>
|
|
<td>↑</td>
|
|
</tr>
|
|
<tr>
|
|
<th>51</th>
|
|
<td>/layer4/layer4.0/conv2/Conv_KNOPT_/layer4/layer4.0/Add_KNOPT_dummy_bn_0</td>
|
|
<td>/layer4/layer4.0/conv2/Conv</td>
|
|
<td>NPU</td>
|
|
<td>[8]</td>
|
|
<td>[8]</td>
|
|
<td>[8]</td>
|
|
<td>/layer4/layer4.0/conv2/Conv_KNOPT_/layer4/layer4.0/Add_KNOPT_dummy_bn_0</td>
|
|
</tr>
|
|
<tr>
|
|
<th>52</th>
|
|
<td>/layer4/layer4.0/Add</td>
|
|
<td>/layer4/layer4.0/Add</td>
|
|
<td>NPU</td>
|
|
<td>[8, 8]</td>
|
|
<td>[8]</td>
|
|
<td>[8]</td>
|
|
<td>/layer4/layer4.0/Add</td>
|
|
</tr>
|
|
<tr>
|
|
<th>53</th>
|
|
<td>/layer4/layer4.0/Add_KNOPT_dummy_bn_2</td>
|
|
<td>/layer4/layer4.1/Add</td>
|
|
<td>NPU</td>
|
|
<td>[8]</td>
|
|
<td>[8]</td>
|
|
<td>[16]</td>
|
|
<td>/layer4/layer4.0/Add_KNOPT_dummy_bn_2</td>
|
|
</tr>
|
|
<tr>
|
|
<th>54</th>
|
|
<td>/layer4/layer4.1/bn1/BatchNormalization</td>
|
|
<td>/layer4/layer4.1/bn1/BatchNormalization</td>
|
|
<td>NPU</td>
|
|
<td>[8]</td>
|
|
<td>[8]</td>
|
|
<td>[16]</td>
|
|
<td>/layer4/layer4.1/bn1/BatchNormalization</td>
|
|
</tr>
|
|
<tr>
|
|
<th>55</th>
|
|
<td>/layer4/layer4.1/conv1/Conv</td>
|
|
<td>/layer4/layer4.1/conv1/Conv</td>
|
|
<td>NPU</td>
|
|
<td>[8]</td>
|
|
<td>[16]</td>
|
|
<td>[8]</td>
|
|
<td>npu_fusion_node_/layer4/layer4.1/conv1/Conv_/layer4/layer4.1/prelu/PRelu</td>
|
|
</tr>
|
|
<tr>
|
|
<th>56</th>
|
|
<td>/layer4/layer4.1/prelu/PRelu</td>
|
|
<td>/layer4/layer4.1/prelu/PRelu</td>
|
|
<td>NPU</td>
|
|
<td>[16]</td>
|
|
<td>[8]</td>
|
|
<td>[8]</td>
|
|
<td>↑</td>
|
|
</tr>
|
|
<tr>
|
|
<th>57</th>
|
|
<td>/layer4/layer4.1/conv2/Conv_KNOPT_/layer4/layer4.1/Add_KNOPT_dummy_bn_0</td>
|
|
<td>/layer4/layer4.1/conv2/Conv</td>
|
|
<td>NPU</td>
|
|
<td>[8]</td>
|
|
<td>[8]</td>
|
|
<td>[8]</td>
|
|
<td>/layer4/layer4.1/conv2/Conv_KNOPT_/layer4/layer4.1/Add_KNOPT_dummy_bn_0</td>
|
|
</tr>
|
|
<tr>
|
|
<th>58</th>
|
|
<td>/layer4/layer4.1/Add</td>
|
|
<td>/layer4/layer4.1/Add</td>
|
|
<td>NPU</td>
|
|
<td>[8, 8]</td>
|
|
<td>[16]</td>
|
|
<td>[8]</td>
|
|
<td>npu_fusion_node_/layer4/layer4.1/Add_/bn2/BatchNormalization</td>
|
|
</tr>
|
|
<tr>
|
|
<th>59</th>
|
|
<td>/bn2/BatchNormalization</td>
|
|
<td>/bn2/BatchNormalization</td>
|
|
<td>NPU</td>
|
|
<td>[16]</td>
|
|
<td>[8]</td>
|
|
<td>[16]</td>
|
|
<td>↑</td>
|
|
</tr>
|
|
<tr>
|
|
<th>60</th>
|
|
<td>/Flatten</td>
|
|
<td>/Flatten</td>
|
|
<td>NPU</td>
|
|
<td>[8]</td>
|
|
<td>[8]</td>
|
|
<td>[8]</td>
|
|
<td>None</td>
|
|
</tr>
|
|
<tr>
|
|
<th>61</th>
|
|
<td>/fc/Gemm</td>
|
|
<td>/fc/Gemm</td>
|
|
<td>NPU</td>
|
|
<td>[8]</td>
|
|
<td>[8]</td>
|
|
<td>[8]</td>
|
|
<td>npu_fusion_node_/layer4/layer4.1/Add_/bn2/BatchNormalization_KNERON_REFORMAT_next_0</td>
|
|
</tr>
|
|
<tr>
|
|
<th>62</th>
|
|
<td>/features/BatchNormalization</td>
|
|
<td>/features/BatchNormalization</td>
|
|
<td>NPU</td>
|
|
<td>[8]</td>
|
|
<td>[8]</td>
|
|
<td>[16]</td>
|
|
<td>/features/BatchNormalization</td>
|
|
</tr>
|
|
</tbody>
|
|
</table><br><hr> |