/ ssd_mobilenet_v3_large_coco_2020_01_14.pbtxt
ssd_mobilenet_v3_large_coco_2020_01_14.pbtxt
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name: "FeatureExtractor/MobilenetV3/expanded_conv_5/depthwise/BatchNorm/FusedBatchNormV3" 1653 op: "FusedBatchNormV3" 1654 input: "FeatureExtractor/MobilenetV3/expanded_conv_5/depthwise/depthwise" 1655 input: "FeatureExtractor/MobilenetV3/expanded_conv_5/depthwise/BatchNorm/gamma" 1656 input: "FeatureExtractor/MobilenetV3/expanded_conv_5/depthwise/BatchNorm/beta" 1657 input: "FeatureExtractor/MobilenetV3/expanded_conv_5/depthwise/BatchNorm/moving_mean" 1658 input: "FeatureExtractor/MobilenetV3/expanded_conv_5/depthwise/BatchNorm/moving_variance" 1659 attr { 1660 key: "data_format" 1661 value { 1662 s: "NHWC" 1663 } 1664 } 1665 attr { 1666 key: "epsilon" 1667 value { 1668 f: 0.001 1669 } 1670 } 1671 attr { 1672 key: "U" 1673 value { 1674 type: DT_FLOAT 1675 } 1676 } 1677 } 1678 node { 1679 name: "FeatureExtractor/MobilenetV3/expanded_conv_5/depthwise/Relu" 1680 op: "Relu" 1681 input: "FeatureExtractor/MobilenetV3/expanded_conv_5/depthwise/BatchNorm/FusedBatchNormV3" 1682 } 1683 node { 1684 name: "FeatureExtractor/MobilenetV3/expanded_conv_5/squeeze_excite/Mean" 1685 op: "Mean" 1686 input: "FeatureExtractor/MobilenetV3/expanded_conv_5/depthwise/Relu" 1687 input: "FeatureExtractor/MobilenetV3/expanded_conv_5/squeeze_excite/Mean/reduction_indices" 1688 attr { 1689 key: "keep_dims" 1690 value { 1691 b: true 1692 } 1693 } 1694 } 1695 node { 1696 name: "FeatureExtractor/MobilenetV3/expanded_conv_5/squeeze_excite/Conv/Conv2D" 1697 op: "Conv2D" 1698 input: "FeatureExtractor/MobilenetV3/expanded_conv_5/squeeze_excite/Mean" 1699 input: "FeatureExtractor/MobilenetV3/expanded_conv_5/squeeze_excite/Conv/weights" 1700 attr { 1701 key: "data_format" 1702 value { 1703 s: "NHWC" 1704 } 1705 } 1706 attr { 1707 key: "dilations" 1708 value { 1709 list { 1710 i: 1 1711 i: 1 1712 i: 1 1713 i: 1 1714 } 1715 } 1716 } 1717 attr { 1718 key: "explicit_paddings" 1719 value { 1720 list { 1721 } 1722 } 1723 } 1724 attr { 1725 key: "padding" 1726 value { 1727 s: "SAME" 1728 } 1729 } 1730 attr { 1731 key: "strides" 1732 value { 1733 list { 1734 i: 1 1735 i: 1 1736 i: 1 1737 i: 1 1738 } 1739 } 1740 } 1741 } 1742 node { 1743 name: "FeatureExtractor/MobilenetV3/expanded_conv_5/squeeze_excite/Conv/BiasAdd" 1744 op: "BiasAdd" 1745 input: "FeatureExtractor/MobilenetV3/expanded_conv_5/squeeze_excite/Conv/Conv2D" 1746 input: "FeatureExtractor/MobilenetV3/expanded_conv_5/squeeze_excite/Conv/biases" 1747 attr { 1748 key: "data_format" 1749 value { 1750 s: "NHWC" 1751 } 1752 } 1753 } 1754 node { 1755 name: "FeatureExtractor/MobilenetV3/expanded_conv_5/squeeze_excite/Conv/Relu" 1756 op: "Relu" 1757 input: "FeatureExtractor/MobilenetV3/expanded_conv_5/squeeze_excite/Conv/BiasAdd" 1758 } 1759 node { 1760 name: "FeatureExtractor/MobilenetV3/expanded_conv_5/squeeze_excite/Conv_1/Conv2D" 1761 op: "Conv2D" 1762 input: "FeatureExtractor/MobilenetV3/expanded_conv_5/squeeze_excite/Conv/Relu" 1763 input: "FeatureExtractor/MobilenetV3/expanded_conv_5/squeeze_excite/Conv_1/weights" 1764 attr { 1765 key: "data_format" 1766 value { 1767 s: "NHWC" 1768 } 1769 } 1770 attr { 1771 key: "dilations" 1772 value { 1773 list { 1774 i: 1 1775 i: 1 1776 i: 1 1777 i: 1 1778 } 1779 } 1780 } 1781 attr { 1782 key: "explicit_paddings" 1783 value { 1784 list { 1785 } 1786 } 1787 } 1788 attr { 1789 key: "padding" 1790 value { 1791 s: "SAME" 1792 } 1793 } 1794 attr { 1795 key: "strides" 1796 value { 1797 list { 1798 i: 1 1799 i: 1 1800 i: 1 1801 i: 1 1802 } 1803 } 1804 } 1805 } 1806 node { 1807 name: "FeatureExtractor/MobilenetV3/expanded_conv_5/squeeze_excite/Conv_1/BiasAdd" 1808 op: "BiasAdd" 1809 input: "FeatureExtractor/MobilenetV3/expanded_conv_5/squeeze_excite/Conv_1/Conv2D" 1810 input: "FeatureExtractor/MobilenetV3/expanded_conv_5/squeeze_excite/Conv_1/biases" 1811 attr { 1812 key: "data_format" 1813 value { 1814 s: "NHWC" 1815 } 1816 } 1817 } 1818 node { 1819 name: "FeatureExtractor/MobilenetV3/expanded_conv_5/squeeze_excite/Conv_1/add" 1820 op: "AddV2" 1821 input: "FeatureExtractor/MobilenetV3/expanded_conv_5/squeeze_excite/Conv_1/BiasAdd" 1822 input: "FeatureExtractor/MobilenetV3/expanded_conv_5/squeeze_excite/Conv_1/add/y" 1823 } 1824 node { 1825 name: "FeatureExtractor/MobilenetV3/expanded_conv_5/squeeze_excite/Conv_1/Relu6" 1826 op: "Relu6" 1827 input: "FeatureExtractor/MobilenetV3/expanded_conv_5/squeeze_excite/Conv_1/add" 1828 } 1829 node { 1830 name: "FeatureExtractor/MobilenetV3/expanded_conv_5/squeeze_excite/Conv_1/mul" 1831 op: "Mul" 1832 input: "FeatureExtractor/MobilenetV3/expanded_conv_5/squeeze_excite/Conv_1/Relu6" 1833 input: "FeatureExtractor/MobilenetV3/expanded_conv_5/squeeze_excite/Conv_1/mul/y" 1834 } 1835 node { 1836 name: "FeatureExtractor/MobilenetV3/expanded_conv_5/squeeze_excite/mul" 1837 op: "Mul" 1838 input: "FeatureExtractor/MobilenetV3/expanded_conv_5/depthwise/Relu" 1839 input: "FeatureExtractor/MobilenetV3/expanded_conv_5/squeeze_excite/Conv_1/mul" 1840 } 1841 node { 1842 name: "FeatureExtractor/MobilenetV3/expanded_conv_5/project/Conv2D" 1843 op: "Conv2D" 1844 input: "FeatureExtractor/MobilenetV3/expanded_conv_5/squeeze_excite/mul" 1845 input: "FeatureExtractor/MobilenetV3/expanded_conv_5/project/weights" 1846 attr { 1847 key: "data_format" 1848 value { 1849 s: "NHWC" 1850 } 1851 } 1852 attr { 1853 key: "dilations" 1854 value { 1855 list { 1856 i: 1 1857 i: 1 1858 i: 1 1859 i: 1 1860 } 1861 } 1862 } 1863 attr { 1864 key: "explicit_paddings" 1865 value { 1866 list { 1867 } 1868 } 1869 } 1870 attr { 1871 key: "padding" 1872 value { 1873 s: "SAME" 1874 } 1875 } 1876 attr { 1877 key: "strides" 1878 value { 1879 list { 1880 i: 1 1881 i: 1 1882 i: 1 1883 i: 1 1884 } 1885 } 1886 } 1887 } 1888 node { 1889 name: "FeatureExtractor/MobilenetV3/expanded_conv_5/project/BatchNorm/FusedBatchNormV3" 1890 op: "FusedBatchNormV3" 1891 input: "FeatureExtractor/MobilenetV3/expanded_conv_5/project/Conv2D" 1892 input: "FeatureExtractor/MobilenetV3/expanded_conv_5/project/BatchNorm/gamma" 1893 input: "FeatureExtractor/MobilenetV3/expanded_conv_5/project/BatchNorm/beta" 1894 input: "FeatureExtractor/MobilenetV3/expanded_conv_5/project/BatchNorm/moving_mean" 1895 input: "FeatureExtractor/MobilenetV3/expanded_conv_5/project/BatchNorm/moving_variance" 1896 attr { 1897 key: "data_format" 1898 value { 1899 s: "NHWC" 1900 } 1901 } 1902 attr { 1903 key: "epsilon" 1904 value { 1905 f: 0.001 1906 } 1907 } 1908 attr { 1909 key: "U" 1910 value { 1911 type: DT_FLOAT 1912 } 1913 } 1914 } 1915 node { 1916 name: "FeatureExtractor/MobilenetV3/expanded_conv_5/add" 1917 op: "AddV2" 1918 input: "FeatureExtractor/MobilenetV3/expanded_conv_5/project/BatchNorm/FusedBatchNormV3" 1919 input: "FeatureExtractor/MobilenetV3/expanded_conv_5/input" 1920 } 1921 node { 1922 name: "FeatureExtractor/MobilenetV3/expanded_conv_6/input" 1923 op: "Identity" 1924 input: "FeatureExtractor/MobilenetV3/expanded_conv_5/add" 1925 } 1926 node { 1927 name: "FeatureExtractor/MobilenetV3/expanded_conv_6/expand/Conv2D" 1928 op: "Conv2D" 1929 input: "FeatureExtractor/MobilenetV3/expanded_conv_6/input" 1930 input: "FeatureExtractor/MobilenetV3/expanded_conv_6/expand/weights" 1931 attr { 1932 key: "data_format" 1933 value { 1934 s: "NHWC" 1935 } 1936 } 1937 attr { 1938 key: "dilations" 1939 value { 1940 list { 1941 i: 1 1942 i: 1 1943 i: 1 1944 i: 1 1945 } 1946 } 1947 } 1948 attr { 1949 key: "explicit_paddings" 1950 value { 1951 list { 1952 } 1953 } 1954 } 1955 attr { 1956 key: "padding" 1957 value { 1958 s: "SAME" 1959 } 1960 } 1961 attr { 1962 key: "strides" 1963 value { 1964 list { 1965 i: 1 1966 i: 1 1967 i: 1 1968 i: 1 1969 } 1970 } 1971 } 1972 } 1973 node { 1974 name: "FeatureExtractor/MobilenetV3/expanded_conv_6/expand/BatchNorm/FusedBatchNormV3" 1975 op: "FusedBatchNormV3" 1976 input: "FeatureExtractor/MobilenetV3/expanded_conv_6/expand/Conv2D" 1977 input: "FeatureExtractor/MobilenetV3/expanded_conv_6/expand/BatchNorm/gamma" 1978 input: "FeatureExtractor/MobilenetV3/expanded_conv_6/expand/BatchNorm/beta" 1979 input: "FeatureExtractor/MobilenetV3/expanded_conv_6/expand/BatchNorm/moving_mean" 1980 input: "FeatureExtractor/MobilenetV3/expanded_conv_6/expand/BatchNorm/moving_variance" 1981 attr { 1982 key: "data_format" 1983 value { 1984 s: "NHWC" 1985 } 1986 } 1987 attr { 1988 key: "epsilon" 1989 value { 1990 f: 0.001 1991 } 1992 } 1993 attr { 1994 key: "U" 1995 value { 1996 type: DT_FLOAT 1997 } 1998 } 1999 } 2000 node { 2001 name: "FeatureExtractor/MobilenetV3/expanded_conv_6/expand/hard_swish/add" 2002 op: "AddV2" 2003 input: "FeatureExtractor/MobilenetV3/expanded_conv_6/expand/BatchNorm/FusedBatchNormV3" 2004 input: "FeatureExtractor/MobilenetV3/expanded_conv_6/expand/hard_swish/add/y" 2005 } 2006 node { 2007 name: "FeatureExtractor/MobilenetV3/expanded_conv_6/expand/hard_swish/Relu6" 2008 op: "Relu6" 2009 input: "FeatureExtractor/MobilenetV3/expanded_conv_6/expand/hard_swish/add" 2010 } 2011 node { 2012 name: "FeatureExtractor/MobilenetV3/expanded_conv_6/expand/hard_swish/mul" 2013 op: "Mul" 2014 input: "FeatureExtractor/MobilenetV3/expanded_conv_6/expand/BatchNorm/FusedBatchNormV3" 2015 input: "FeatureExtractor/MobilenetV3/expanded_conv_6/expand/hard_swish/Relu6" 2016 } 2017 node { 2018 name: "FeatureExtractor/MobilenetV3/expanded_conv_6/expand/hard_swish/mul_1" 2019 op: "Mul" 2020 input: "FeatureExtractor/MobilenetV3/expanded_conv_6/expand/hard_swish/mul" 2021 input: "FeatureExtractor/MobilenetV3/expanded_conv_6/expand/hard_swish/mul_1/y" 2022 } 2023 node { 2024 name: "FeatureExtractor/MobilenetV3/expanded_conv_6/depthwise/depthwise" 2025 op: "DepthwiseConv2dNative" 2026 input: "FeatureExtractor/MobilenetV3/expanded_conv_6/expand/hard_swish/mul_1" 2027 input: "FeatureExtractor/MobilenetV3/expanded_conv_6/depthwise/depthwise_weights" 2028 attr { 2029 key: "data_format" 2030 value { 2031 s: "NHWC" 2032 } 2033 } 2034 attr { 2035 key: "dilations" 2036 value { 2037 list { 2038 i: 1 2039 i: 1 2040 i: 1 2041 i: 1 2042 } 2043 } 2044 } 2045 attr { 2046 key: "padding" 2047 value { 2048 s: "SAME" 2049 } 2050 } 2051 attr { 2052 key: "strides" 2053 value { 2054 list { 2055 i: 1 2056 i: 2 2057 i: 2 2058 i: 1 2059 } 2060 } 2061 } 2062 } 2063 node { 2064 name: "FeatureExtractor/MobilenetV3/expanded_conv_6/depthwise/BatchNorm/FusedBatchNormV3" 2065 op: "FusedBatchNormV3" 2066 input: "FeatureExtractor/MobilenetV3/expanded_conv_6/depthwise/depthwise" 2067 input: "FeatureExtractor/MobilenetV3/expanded_conv_6/depthwise/BatchNorm/gamma" 2068 input: "FeatureExtractor/MobilenetV3/expanded_conv_6/depthwise/BatchNorm/beta" 2069 input: "FeatureExtractor/MobilenetV3/expanded_conv_6/depthwise/BatchNorm/moving_mean" 2070 input: "FeatureExtractor/MobilenetV3/expanded_conv_6/depthwise/BatchNorm/moving_variance" 2071 attr { 2072 key: "data_format" 2073 value { 2074 s: "NHWC" 2075 } 2076 } 2077 attr { 2078 key: "epsilon" 2079 value { 2080 f: 0.001 2081 } 2082 } 2083 attr { 2084 key: "U" 2085 value { 2086 type: DT_FLOAT 2087 } 2088 } 2089 } 2090 node { 2091 name: "FeatureExtractor/MobilenetV3/expanded_conv_6/depthwise/hard_swish/add" 2092 op: "AddV2" 2093 input: "FeatureExtractor/MobilenetV3/expanded_conv_6/depthwise/BatchNorm/FusedBatchNormV3" 2094 input: "FeatureExtractor/MobilenetV3/expanded_conv_6/depthwise/hard_swish/add/y" 2095 } 2096 node { 2097 name: "FeatureExtractor/MobilenetV3/expanded_conv_6/depthwise/hard_swish/Relu6" 2098 op: "Relu6" 2099 input: "FeatureExtractor/MobilenetV3/expanded_conv_6/depthwise/hard_swish/add" 2100 } 2101 node { 2102 name: "FeatureExtractor/MobilenetV3/expanded_conv_6/depthwise/hard_swish/mul" 2103 op: "Mul" 2104 input: "FeatureExtractor/MobilenetV3/expanded_conv_6/depthwise/BatchNorm/FusedBatchNormV3" 2105 input: "FeatureExtractor/MobilenetV3/expanded_conv_6/depthwise/hard_swish/Relu6" 2106 } 2107 node { 2108 name: "FeatureExtractor/MobilenetV3/expanded_conv_6/depthwise/hard_swish/mul_1" 2109 op: "Mul" 2110 input: "FeatureExtractor/MobilenetV3/expanded_conv_6/depthwise/hard_swish/mul" 2111 input: "FeatureExtractor/MobilenetV3/expanded_conv_6/depthwise/hard_swish/mul_1/y" 2112 } 2113 node { 2114 name: "FeatureExtractor/MobilenetV3/expanded_conv_6/project/Conv2D" 2115 op: "Conv2D" 2116 input: "FeatureExtractor/MobilenetV3/expanded_conv_6/depthwise/hard_swish/mul_1" 2117 input: "FeatureExtractor/MobilenetV3/expanded_conv_6/project/weights" 2118 attr { 2119 key: "data_format" 2120 value { 2121 s: "NHWC" 2122 } 2123 } 2124 attr { 2125 key: "dilations" 2126 value { 2127 list { 2128 i: 1 2129 i: 1 2130 i: 1 2131 i: 1 2132 } 2133 } 2134 } 2135 attr { 2136 key: "explicit_paddings" 2137 value { 2138 list { 2139 } 2140 } 2141 } 2142 attr { 2143 key: "padding" 2144 value { 2145 s: "SAME" 2146 } 2147 } 2148 attr { 2149 key: "strides" 2150 value { 2151 list { 2152 i: 1 2153 i: 1 2154 i: 1 2155 i: 1 2156 } 2157 } 2158 } 2159 } 2160 node { 2161 name: "FeatureExtractor/MobilenetV3/expanded_conv_6/project/BatchNorm/FusedBatchNormV3" 2162 op: "FusedBatchNormV3" 2163 input: "FeatureExtractor/MobilenetV3/expanded_conv_6/project/Conv2D" 2164 input: "FeatureExtractor/MobilenetV3/expanded_conv_6/project/BatchNorm/gamma" 2165 input: "FeatureExtractor/MobilenetV3/expanded_conv_6/project/BatchNorm/beta" 2166 input: "FeatureExtractor/MobilenetV3/expanded_conv_6/project/BatchNorm/moving_mean" 2167 input: "FeatureExtractor/MobilenetV3/expanded_conv_6/project/BatchNorm/moving_variance" 2168 attr { 2169 key: "data_format" 2170 value { 2171 s: "NHWC" 2172 } 2173 } 2174 attr { 2175 key: "epsilon" 2176 value { 2177 f: 0.001 2178 } 2179 } 2180 attr { 2181 key: "U" 2182 value { 2183 type: DT_FLOAT 2184 } 2185 } 2186 } 2187 node { 2188 name: "FeatureExtractor/MobilenetV3/expanded_conv_6/output" 2189 op: "Identity" 2190 input: "FeatureExtractor/MobilenetV3/expanded_conv_6/project/BatchNorm/FusedBatchNormV3" 2191 } 2192 node { 2193 name: "FeatureExtractor/MobilenetV3/expanded_conv_7/expand/Conv2D" 2194 op: "Conv2D" 2195 input: "FeatureExtractor/MobilenetV3/expanded_conv_6/output" 2196 input: "FeatureExtractor/MobilenetV3/expanded_conv_7/expand/weights" 2197 attr { 2198 key: "data_format" 2199 value { 2200 s: "NHWC" 2201 } 2202 } 2203 attr { 2204 key: "dilations" 2205 value { 2206 list { 2207 i: 1 2208 i: 1 2209 i: 1 2210 i: 1 2211 } 2212 } 2213 } 2214 attr { 2215 key: "explicit_paddings" 2216 value { 2217 list { 2218 } 2219 } 2220 } 2221 attr { 2222 key: "padding" 2223 value { 2224 s: "SAME" 2225 } 2226 } 2227 attr { 2228 key: "strides" 2229 value { 2230 list { 2231 i: 1 2232 i: 1 2233 i: 1 2234 i: 1 2235 } 2236 } 2237 } 2238 } 2239 node { 2240 name: "FeatureExtractor/MobilenetV3/expanded_conv_7/expand/BatchNorm/FusedBatchNormV3" 2241 op: "FusedBatchNormV3" 2242 input: "FeatureExtractor/MobilenetV3/expanded_conv_7/expand/Conv2D" 2243 input: "FeatureExtractor/MobilenetV3/expanded_conv_7/expand/BatchNorm/gamma" 2244 input: "FeatureExtractor/MobilenetV3/expanded_conv_7/expand/BatchNorm/beta" 2245 input: "FeatureExtractor/MobilenetV3/expanded_conv_7/expand/BatchNorm/moving_mean" 2246 input: "FeatureExtractor/MobilenetV3/expanded_conv_7/expand/BatchNorm/moving_variance" 2247 attr { 2248 key: "data_format" 2249 value { 2250 s: "NHWC" 2251 } 2252 } 2253 attr { 2254 key: "epsilon" 2255 value { 2256 f: 0.001 2257 } 2258 } 2259 attr { 2260 key: "U" 2261 value { 2262 type: DT_FLOAT 2263 } 2264 } 2265 } 2266 node { 2267 name: "FeatureExtractor/MobilenetV3/expanded_conv_7/expand/hard_swish/add" 2268 op: "AddV2" 2269 input: "FeatureExtractor/MobilenetV3/expanded_conv_7/expand/BatchNorm/FusedBatchNormV3" 2270 input: "FeatureExtractor/MobilenetV3/expanded_conv_7/expand/hard_swish/add/y" 2271 } 2272 node { 2273 name: "FeatureExtractor/MobilenetV3/expanded_conv_7/expand/hard_swish/Relu6" 2274 op: "Relu6" 2275 input: "FeatureExtractor/MobilenetV3/expanded_conv_7/expand/hard_swish/add" 2276 } 2277 node { 2278 name: "FeatureExtractor/MobilenetV3/expanded_conv_7/expand/hard_swish/mul" 2279 op: "Mul" 2280 input: "FeatureExtractor/MobilenetV3/expanded_conv_7/expand/BatchNorm/FusedBatchNormV3" 2281 input: "FeatureExtractor/MobilenetV3/expanded_conv_7/expand/hard_swish/Relu6" 2282 } 2283 node { 2284 name: "FeatureExtractor/MobilenetV3/expanded_conv_7/expand/hard_swish/mul_1" 2285 op: "Mul" 2286 input: "FeatureExtractor/MobilenetV3/expanded_conv_7/expand/hard_swish/mul" 2287 input: "FeatureExtractor/MobilenetV3/expanded_conv_7/expand/hard_swish/mul_1/y" 2288 } 2289 node { 2290 name: "FeatureExtractor/MobilenetV3/expanded_conv_7/depthwise/depthwise" 2291 op: "DepthwiseConv2dNative" 2292 input: "FeatureExtractor/MobilenetV3/expanded_conv_7/expand/hard_swish/mul_1" 2293 input: "FeatureExtractor/MobilenetV3/expanded_conv_7/depthwise/depthwise_weights" 2294 attr { 2295 key: "data_format" 2296 value { 2297 s: "NHWC" 2298 } 2299 } 2300 attr { 2301 key: "dilations" 2302 value { 2303 list { 2304 i: 1 2305 i: 1 2306 i: 1 2307 i: 1 2308 } 2309 } 2310 } 2311 attr { 2312 key: "padding" 2313 value { 2314 s: "SAME" 2315 } 2316 } 2317 attr { 2318 key: "strides" 2319 value { 2320 list { 2321 i: 1 2322 i: 1 2323 i: 1 2324 i: 1 2325 } 2326 } 2327 } 2328 } 2329 node { 2330 name: "FeatureExtractor/MobilenetV3/expanded_conv_7/depthwise/BatchNorm/FusedBatchNormV3" 2331 op: "FusedBatchNormV3" 2332 input: "FeatureExtractor/MobilenetV3/expanded_conv_7/depthwise/depthwise" 2333 input: "FeatureExtractor/MobilenetV3/expanded_conv_7/depthwise/BatchNorm/gamma" 2334 input: "FeatureExtractor/MobilenetV3/expanded_conv_7/depthwise/BatchNorm/beta" 2335 input: "FeatureExtractor/MobilenetV3/expanded_conv_7/depthwise/BatchNorm/moving_mean" 2336 input: "FeatureExtractor/MobilenetV3/expanded_conv_7/depthwise/BatchNorm/moving_variance" 2337 attr { 2338 key: "data_format" 2339 value { 2340 s: "NHWC" 2341 } 2342 } 2343 attr { 2344 key: "epsilon" 2345 value { 2346 f: 0.001 2347 } 2348 } 2349 attr { 2350 key: "U" 2351 value { 2352 type: DT_FLOAT 2353 } 2354 } 2355 } 2356 node { 2357 name: "FeatureExtractor/MobilenetV3/expanded_conv_7/depthwise/hard_swish/add" 2358 op: "AddV2" 2359 input: "FeatureExtractor/MobilenetV3/expanded_conv_7/depthwise/BatchNorm/FusedBatchNormV3" 2360 input: "FeatureExtractor/MobilenetV3/expanded_conv_7/depthwise/hard_swish/add/y" 2361 } 2362 node { 2363 name: "FeatureExtractor/MobilenetV3/expanded_conv_7/depthwise/hard_swish/Relu6" 2364 op: "Relu6" 2365 input: "FeatureExtractor/MobilenetV3/expanded_conv_7/depthwise/hard_swish/add" 2366 } 2367 node { 2368 name: "FeatureExtractor/MobilenetV3/expanded_conv_7/depthwise/hard_swish/mul" 2369 op: "Mul" 2370 input: "FeatureExtractor/MobilenetV3/expanded_conv_7/depthwise/BatchNorm/FusedBatchNormV3" 2371 input: "FeatureExtractor/MobilenetV3/expanded_conv_7/depthwise/hard_swish/Relu6" 2372 } 2373 node { 2374 name: "FeatureExtractor/MobilenetV3/expanded_conv_7/depthwise/hard_swish/mul_1" 2375 op: "Mul" 2376 input: "FeatureExtractor/MobilenetV3/expanded_conv_7/depthwise/hard_swish/mul" 2377 input: "FeatureExtractor/MobilenetV3/expanded_conv_7/depthwise/hard_swish/mul_1/y" 2378 } 2379 node { 2380 name: "FeatureExtractor/MobilenetV3/expanded_conv_7/project/Conv2D" 2381 op: "Conv2D" 2382 input: "FeatureExtractor/MobilenetV3/expanded_conv_7/depthwise/hard_swish/mul_1" 2383 input: "FeatureExtractor/MobilenetV3/expanded_conv_7/project/weights" 2384 attr { 2385 key: "data_format" 2386 value { 2387 s: "NHWC" 2388 } 2389 } 2390 attr { 2391 key: "dilations" 2392 value { 2393 list { 2394 i: 1 2395 i: 1 2396 i: 1 2397 i: 1 2398 } 2399 } 2400 } 2401 attr { 2402 key: "explicit_paddings" 2403 value { 2404 list { 2405 } 2406 } 2407 } 2408 attr { 2409 key: "padding" 2410 value { 2411 s: "SAME" 2412 } 2413 } 2414 attr { 2415 key: "strides" 2416 value { 2417 list { 2418 i: 1 2419 i: 1 2420 i: 1 2421 i: 1 2422 } 2423 } 2424 } 2425 } 2426 node { 2427 name: "FeatureExtractor/MobilenetV3/expanded_conv_7/project/BatchNorm/FusedBatchNormV3" 2428 op: "FusedBatchNormV3" 2429 input: "FeatureExtractor/MobilenetV3/expanded_conv_7/project/Conv2D" 2430 input: "FeatureExtractor/MobilenetV3/expanded_conv_7/project/BatchNorm/gamma" 2431 input: "FeatureExtractor/MobilenetV3/expanded_conv_7/project/BatchNorm/beta" 2432 input: "FeatureExtractor/MobilenetV3/expanded_conv_7/project/BatchNorm/moving_mean" 2433 input: "FeatureExtractor/MobilenetV3/expanded_conv_7/project/BatchNorm/moving_variance" 2434 attr { 2435 key: "data_format" 2436 value { 2437 s: "NHWC" 2438 } 2439 } 2440 attr { 2441 key: "epsilon" 2442 value { 2443 f: 0.001 2444 } 2445 } 2446 attr { 2447 key: "U" 2448 value { 2449 type: DT_FLOAT 2450 } 2451 } 2452 } 2453 node { 2454 name: "FeatureExtractor/MobilenetV3/expanded_conv_7/add" 2455 op: "AddV2" 2456 input: "FeatureExtractor/MobilenetV3/expanded_conv_7/project/BatchNorm/FusedBatchNormV3" 2457 input: 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f: 0.001 2716 } 2717 } 2718 attr { 2719 key: "U" 2720 value { 2721 type: DT_FLOAT 2722 } 2723 } 2724 } 2725 node { 2726 name: "FeatureExtractor/MobilenetV3/expanded_conv_8/add" 2727 op: "AddV2" 2728 input: "FeatureExtractor/MobilenetV3/expanded_conv_8/project/BatchNorm/FusedBatchNormV3" 2729 input: "FeatureExtractor/MobilenetV3/expanded_conv_8/input" 2730 } 2731 node { 2732 name: "FeatureExtractor/MobilenetV3/expanded_conv_9/input" 2733 op: "Identity" 2734 input: "FeatureExtractor/MobilenetV3/expanded_conv_8/add" 2735 } 2736 node { 2737 name: "FeatureExtractor/MobilenetV3/expanded_conv_9/expand/Conv2D" 2738 op: "Conv2D" 2739 input: "FeatureExtractor/MobilenetV3/expanded_conv_9/input" 2740 input: "FeatureExtractor/MobilenetV3/expanded_conv_9/expand/weights" 2741 attr { 2742 key: "data_format" 2743 value { 2744 s: "NHWC" 2745 } 2746 } 2747 attr { 2748 key: "dilations" 2749 value { 2750 list { 2751 i: 1 2752 i: 1 2753 i: 1 2754 i: 1 2755 } 2756 } 2757 } 2758 attr { 2759 key: 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"FeatureExtractor/MobilenetV3/expanded_conv_9/project/weights" 2928 attr { 2929 key: "data_format" 2930 value { 2931 s: "NHWC" 2932 } 2933 } 2934 attr { 2935 key: "dilations" 2936 value { 2937 list { 2938 i: 1 2939 i: 1 2940 i: 1 2941 i: 1 2942 } 2943 } 2944 } 2945 attr { 2946 key: "explicit_paddings" 2947 value { 2948 list { 2949 } 2950 } 2951 } 2952 attr { 2953 key: "padding" 2954 value { 2955 s: "SAME" 2956 } 2957 } 2958 attr { 2959 key: "strides" 2960 value { 2961 list { 2962 i: 1 2963 i: 1 2964 i: 1 2965 i: 1 2966 } 2967 } 2968 } 2969 } 2970 node { 2971 name: "FeatureExtractor/MobilenetV3/expanded_conv_9/project/BatchNorm/FusedBatchNormV3" 2972 op: "FusedBatchNormV3" 2973 input: "FeatureExtractor/MobilenetV3/expanded_conv_9/project/Conv2D" 2974 input: "FeatureExtractor/MobilenetV3/expanded_conv_9/project/BatchNorm/gamma" 2975 input: "FeatureExtractor/MobilenetV3/expanded_conv_9/project/BatchNorm/beta" 2976 input: 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input: "FeatureExtractor/MobilenetV3/expanded_conv_10/expand/weights" 3013 attr { 3014 key: "data_format" 3015 value { 3016 s: "NHWC" 3017 } 3018 } 3019 attr { 3020 key: "dilations" 3021 value { 3022 list { 3023 i: 1 3024 i: 1 3025 i: 1 3026 i: 1 3027 } 3028 } 3029 } 3030 attr { 3031 key: "explicit_paddings" 3032 value { 3033 list { 3034 } 3035 } 3036 } 3037 attr { 3038 key: "padding" 3039 value { 3040 s: "SAME" 3041 } 3042 } 3043 attr { 3044 key: "strides" 3045 value { 3046 list { 3047 i: 1 3048 i: 1 3049 i: 1 3050 i: 1 3051 } 3052 } 3053 } 3054 } 3055 node { 3056 name: "FeatureExtractor/MobilenetV3/expanded_conv_10/expand/BatchNorm/FusedBatchNormV3" 3057 op: "FusedBatchNormV3" 3058 input: "FeatureExtractor/MobilenetV3/expanded_conv_10/expand/Conv2D" 3059 input: "FeatureExtractor/MobilenetV3/expanded_conv_10/expand/BatchNorm/gamma" 3060 input: "FeatureExtractor/MobilenetV3/expanded_conv_10/expand/BatchNorm/beta" 3061 input: 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"Mul" 3096 input: "FeatureExtractor/MobilenetV3/expanded_conv_10/expand/BatchNorm/FusedBatchNormV3" 3097 input: "FeatureExtractor/MobilenetV3/expanded_conv_10/expand/hard_swish/Relu6" 3098 } 3099 node { 3100 name: "FeatureExtractor/MobilenetV3/expanded_conv_10/expand/hard_swish/mul_1" 3101 op: "Mul" 3102 input: "FeatureExtractor/MobilenetV3/expanded_conv_10/expand/hard_swish/mul" 3103 input: "FeatureExtractor/MobilenetV3/expanded_conv_10/expand/hard_swish/mul_1/y" 3104 } 3105 node { 3106 name: "FeatureExtractor/MobilenetV3/expanded_conv_10/depthwise/depthwise" 3107 op: "DepthwiseConv2dNative" 3108 input: "FeatureExtractor/MobilenetV3/expanded_conv_10/expand/hard_swish/mul_1" 3109 input: "FeatureExtractor/MobilenetV3/expanded_conv_10/depthwise/depthwise_weights" 3110 attr { 3111 key: "data_format" 3112 value { 3113 s: "NHWC" 3114 } 3115 } 3116 attr { 3117 key: "dilations" 3118 value { 3119 list { 3120 i: 1 3121 i: 1 3122 i: 1 3123 i: 1 3124 } 3125 } 3126 } 3127 attr { 3128 key: "padding" 3129 value { 3130 s: "SAME" 3131 } 3132 } 3133 attr { 3134 key: "strides" 3135 value { 3136 list { 3137 i: 1 3138 i: 1 3139 i: 1 3140 i: 1 3141 } 3142 } 3143 } 3144 } 3145 node { 3146 name: "FeatureExtractor/MobilenetV3/expanded_conv_10/depthwise/BatchNorm/FusedBatchNormV3" 3147 op: "FusedBatchNormV3" 3148 input: "FeatureExtractor/MobilenetV3/expanded_conv_10/depthwise/depthwise" 3149 input: "FeatureExtractor/MobilenetV3/expanded_conv_10/depthwise/BatchNorm/gamma" 3150 input: "FeatureExtractor/MobilenetV3/expanded_conv_10/depthwise/BatchNorm/beta" 3151 input: "FeatureExtractor/MobilenetV3/expanded_conv_10/depthwise/BatchNorm/moving_mean" 3152 input: "FeatureExtractor/MobilenetV3/expanded_conv_10/depthwise/BatchNorm/moving_variance" 3153 attr { 3154 key: "data_format" 3155 value { 3156 s: "NHWC" 3157 } 3158 } 3159 attr { 3160 key: "epsilon" 3161 value { 3162 f: 0.001 3163 } 3164 } 3165 attr { 3166 key: "U" 3167 value { 3168 type: DT_FLOAT 3169 } 3170 } 3171 } 3172 node { 3173 name: "FeatureExtractor/MobilenetV3/expanded_conv_10/depthwise/hard_swish/add" 3174 op: "AddV2" 3175 input: "FeatureExtractor/MobilenetV3/expanded_conv_10/depthwise/BatchNorm/FusedBatchNormV3" 3176 input: "FeatureExtractor/MobilenetV3/expanded_conv_10/depthwise/hard_swish/add/y" 3177 } 3178 node { 3179 name: "FeatureExtractor/MobilenetV3/expanded_conv_10/depthwise/hard_swish/Relu6" 3180 op: "Relu6" 3181 input: "FeatureExtractor/MobilenetV3/expanded_conv_10/depthwise/hard_swish/add" 3182 } 3183 node { 3184 name: "FeatureExtractor/MobilenetV3/expanded_conv_10/depthwise/hard_swish/mul" 3185 op: "Mul" 3186 input: "FeatureExtractor/MobilenetV3/expanded_conv_10/depthwise/BatchNorm/FusedBatchNormV3" 3187 input: "FeatureExtractor/MobilenetV3/expanded_conv_10/depthwise/hard_swish/Relu6" 3188 } 3189 node { 3190 name: "FeatureExtractor/MobilenetV3/expanded_conv_10/depthwise/hard_swish/mul_1" 3191 op: "Mul" 3192 input: "FeatureExtractor/MobilenetV3/expanded_conv_10/depthwise/hard_swish/mul" 3193 input: "FeatureExtractor/MobilenetV3/expanded_conv_10/depthwise/hard_swish/mul_1/y" 3194 } 3195 node { 3196 name: "FeatureExtractor/MobilenetV3/expanded_conv_10/squeeze_excite/Mean" 3197 op: "Mean" 3198 input: "FeatureExtractor/MobilenetV3/expanded_conv_10/depthwise/hard_swish/mul_1" 3199 input: "FeatureExtractor/MobilenetV3/expanded_conv_10/squeeze_excite/Mean/reduction_indices" 3200 attr { 3201 key: "keep_dims" 3202 value { 3203 b: true 3204 } 3205 } 3206 } 3207 node { 3208 name: "FeatureExtractor/MobilenetV3/expanded_conv_10/squeeze_excite/Conv/Conv2D" 3209 op: "Conv2D" 3210 input: "FeatureExtractor/MobilenetV3/expanded_conv_10/squeeze_excite/Mean" 3211 input: "FeatureExtractor/MobilenetV3/expanded_conv_10/squeeze_excite/Conv/weights" 3212 attr { 3213 key: "data_format" 3214 value { 3215 s: "NHWC" 3216 } 3217 } 3218 attr { 3219 key: "dilations" 3220 value { 3221 list { 3222 i: 1 3223 i: 1 3224 i: 1 3225 i: 1 3226 } 3227 } 3228 } 3229 attr { 3230 key: "explicit_paddings" 3231 value { 3232 list { 3233 } 3234 } 3235 } 3236 attr { 3237 key: "padding" 3238 value { 3239 s: "SAME" 3240 } 3241 } 3242 attr { 3243 key: "strides" 3244 value { 3245 list { 3246 i: 1 3247 i: 1 3248 i: 1 3249 i: 1 3250 } 3251 } 3252 } 3253 } 3254 node { 3255 name: "FeatureExtractor/MobilenetV3/expanded_conv_10/squeeze_excite/Conv/BiasAdd" 3256 op: "BiasAdd" 3257 input: "FeatureExtractor/MobilenetV3/expanded_conv_10/squeeze_excite/Conv/Conv2D" 3258 input: "FeatureExtractor/MobilenetV3/expanded_conv_10/squeeze_excite/Conv/biases" 3259 attr { 3260 key: "data_format" 3261 value { 3262 s: "NHWC" 3263 } 3264 } 3265 } 3266 node { 3267 name: "FeatureExtractor/MobilenetV3/expanded_conv_10/squeeze_excite/Conv/Relu" 3268 op: "Relu" 3269 input: "FeatureExtractor/MobilenetV3/expanded_conv_10/squeeze_excite/Conv/BiasAdd" 3270 } 3271 node { 3272 name: "FeatureExtractor/MobilenetV3/expanded_conv_10/squeeze_excite/Conv_1/Conv2D" 3273 op: "Conv2D" 3274 input: "FeatureExtractor/MobilenetV3/expanded_conv_10/squeeze_excite/Conv/Relu" 3275 input: "FeatureExtractor/MobilenetV3/expanded_conv_10/squeeze_excite/Conv_1/weights" 3276 attr { 3277 key: "data_format" 3278 value { 3279 s: "NHWC" 3280 } 3281 } 3282 attr { 3283 key: "dilations" 3284 value { 3285 list { 3286 i: 1 3287 i: 1 3288 i: 1 3289 i: 1 3290 } 3291 } 3292 } 3293 attr { 3294 key: "explicit_paddings" 3295 value { 3296 list { 3297 } 3298 } 3299 } 3300 attr { 3301 key: "padding" 3302 value { 3303 s: "SAME" 3304 } 3305 } 3306 attr { 3307 key: "strides" 3308 value { 3309 list { 3310 i: 1 3311 i: 1 3312 i: 1 3313 i: 1 3314 } 3315 } 3316 } 3317 } 3318 node { 3319 name: "FeatureExtractor/MobilenetV3/expanded_conv_10/squeeze_excite/Conv_1/BiasAdd" 3320 op: "BiasAdd" 3321 input: "FeatureExtractor/MobilenetV3/expanded_conv_10/squeeze_excite/Conv_1/Conv2D" 3322 input: "FeatureExtractor/MobilenetV3/expanded_conv_10/squeeze_excite/Conv_1/biases" 3323 attr { 3324 key: "data_format" 3325 value { 3326 s: "NHWC" 3327 } 3328 } 3329 } 3330 node { 3331 name: "FeatureExtractor/MobilenetV3/expanded_conv_10/squeeze_excite/Conv_1/add" 3332 op: "AddV2" 3333 input: "FeatureExtractor/MobilenetV3/expanded_conv_10/squeeze_excite/Conv_1/BiasAdd" 3334 input: "FeatureExtractor/MobilenetV3/expanded_conv_10/squeeze_excite/Conv_1/add/y" 3335 } 3336 node { 3337 name: "FeatureExtractor/MobilenetV3/expanded_conv_10/squeeze_excite/Conv_1/Relu6" 3338 op: "Relu6" 3339 input: "FeatureExtractor/MobilenetV3/expanded_conv_10/squeeze_excite/Conv_1/add" 3340 } 3341 node { 3342 name: "FeatureExtractor/MobilenetV3/expanded_conv_10/squeeze_excite/Conv_1/mul" 3343 op: "Mul" 3344 input: "FeatureExtractor/MobilenetV3/expanded_conv_10/squeeze_excite/Conv_1/Relu6" 3345 input: "FeatureExtractor/MobilenetV3/expanded_conv_10/squeeze_excite/Conv_1/mul/y" 3346 } 3347 node { 3348 name: "FeatureExtractor/MobilenetV3/expanded_conv_10/squeeze_excite/mul" 3349 op: "Mul" 3350 input: "FeatureExtractor/MobilenetV3/expanded_conv_10/depthwise/hard_swish/mul_1" 3351 input: "FeatureExtractor/MobilenetV3/expanded_conv_10/squeeze_excite/Conv_1/mul" 3352 } 3353 node { 3354 name: "FeatureExtractor/MobilenetV3/expanded_conv_10/project/Conv2D" 3355 op: "Conv2D" 3356 input: "FeatureExtractor/MobilenetV3/expanded_conv_10/squeeze_excite/mul" 3357 input: "FeatureExtractor/MobilenetV3/expanded_conv_10/project/weights" 3358 attr { 3359 key: "data_format" 3360 value { 3361 s: "NHWC" 3362 } 3363 } 3364 attr { 3365 key: "dilations" 3366 value { 3367 list { 3368 i: 1 3369 i: 1 3370 i: 1 3371 i: 1 3372 } 3373 } 3374 } 3375 attr { 3376 key: "explicit_paddings" 3377 value { 3378 list { 3379 } 3380 } 3381 } 3382 attr { 3383 key: "padding" 3384 value { 3385 s: "SAME" 3386 } 3387 } 3388 attr { 3389 key: "strides" 3390 value { 3391 list { 3392 i: 1 3393 i: 1 3394 i: 1 3395 i: 1 3396 } 3397 } 3398 } 3399 } 3400 node { 3401 name: "FeatureExtractor/MobilenetV3/expanded_conv_10/project/BatchNorm/FusedBatchNormV3" 3402 op: "FusedBatchNormV3" 3403 input: "FeatureExtractor/MobilenetV3/expanded_conv_10/project/Conv2D" 3404 input: "FeatureExtractor/MobilenetV3/expanded_conv_10/project/BatchNorm/gamma" 3405 input: "FeatureExtractor/MobilenetV3/expanded_conv_10/project/BatchNorm/beta" 3406 input: "FeatureExtractor/MobilenetV3/expanded_conv_10/project/BatchNorm/moving_mean" 3407 input: "FeatureExtractor/MobilenetV3/expanded_conv_10/project/BatchNorm/moving_variance" 3408 attr { 3409 key: "data_format" 3410 value { 3411 s: "NHWC" 3412 } 3413 } 3414 attr { 3415 key: "epsilon" 3416 value { 3417 f: 0.001 3418 } 3419 } 3420 attr { 3421 key: "U" 3422 value { 3423 type: DT_FLOAT 3424 } 3425 } 3426 } 3427 node { 3428 name: "FeatureExtractor/MobilenetV3/expanded_conv_10/output" 3429 op: "Identity" 3430 input: "FeatureExtractor/MobilenetV3/expanded_conv_10/project/BatchNorm/FusedBatchNormV3" 3431 } 3432 node { 3433 name: "FeatureExtractor/MobilenetV3/expanded_conv_11/expand/Conv2D" 3434 op: "Conv2D" 3435 input: "FeatureExtractor/MobilenetV3/expanded_conv_10/output" 3436 input: "FeatureExtractor/MobilenetV3/expanded_conv_11/expand/weights" 3437 attr { 3438 key: "data_format" 3439 value { 3440 s: "NHWC" 3441 } 3442 } 3443 attr { 3444 key: "dilations" 3445 value { 3446 list { 3447 i: 1 3448 i: 1 3449 i: 1 3450 i: 1 3451 } 3452 } 3453 } 3454 attr { 3455 key: "explicit_paddings" 3456 value { 3457 list { 3458 } 3459 } 3460 } 3461 attr { 3462 key: "padding" 3463 value { 3464 s: "SAME" 3465 } 3466 } 3467 attr { 3468 key: "strides" 3469 value { 3470 list { 3471 i: 1 3472 i: 1 3473 i: 1 3474 i: 1 3475 } 3476 } 3477 } 3478 } 3479 node { 3480 name: "FeatureExtractor/MobilenetV3/expanded_conv_11/expand/BatchNorm/FusedBatchNormV3" 3481 op: "FusedBatchNormV3" 3482 input: "FeatureExtractor/MobilenetV3/expanded_conv_11/expand/Conv2D" 3483 input: "FeatureExtractor/MobilenetV3/expanded_conv_11/expand/BatchNorm/gamma" 3484 input: "FeatureExtractor/MobilenetV3/expanded_conv_11/expand/BatchNorm/beta" 3485 input: "FeatureExtractor/MobilenetV3/expanded_conv_11/expand/BatchNorm/moving_mean" 3486 input: "FeatureExtractor/MobilenetV3/expanded_conv_11/expand/BatchNorm/moving_variance" 3487 attr { 3488 key: "data_format" 3489 value { 3490 s: "NHWC" 3491 } 3492 } 3493 attr { 3494 key: "epsilon" 3495 value { 3496 f: 0.001 3497 } 3498 } 3499 attr { 3500 key: "U" 3501 value { 3502 type: DT_FLOAT 3503 } 3504 } 3505 } 3506 node { 3507 name: "FeatureExtractor/MobilenetV3/expanded_conv_11/expand/hard_swish/add" 3508 op: "AddV2" 3509 input: "FeatureExtractor/MobilenetV3/expanded_conv_11/expand/BatchNorm/FusedBatchNormV3" 3510 input: "FeatureExtractor/MobilenetV3/expanded_conv_11/expand/hard_swish/add/y" 3511 } 3512 node { 3513 name: "FeatureExtractor/MobilenetV3/expanded_conv_11/expand/hard_swish/Relu6" 3514 op: "Relu6" 3515 input: "FeatureExtractor/MobilenetV3/expanded_conv_11/expand/hard_swish/add" 3516 } 3517 node { 3518 name: "FeatureExtractor/MobilenetV3/expanded_conv_11/expand/hard_swish/mul" 3519 op: "Mul" 3520 input: "FeatureExtractor/MobilenetV3/expanded_conv_11/expand/BatchNorm/FusedBatchNormV3" 3521 input: "FeatureExtractor/MobilenetV3/expanded_conv_11/expand/hard_swish/Relu6" 3522 } 3523 node { 3524 name: "FeatureExtractor/MobilenetV3/expanded_conv_11/expand/hard_swish/mul_1" 3525 op: "Mul" 3526 input: "FeatureExtractor/MobilenetV3/expanded_conv_11/expand/hard_swish/mul" 3527 input: "FeatureExtractor/MobilenetV3/expanded_conv_11/expand/hard_swish/mul_1/y" 3528 } 3529 node { 3530 name: "FeatureExtractor/MobilenetV3/expanded_conv_11/depthwise/depthwise" 3531 op: "DepthwiseConv2dNative" 3532 input: "FeatureExtractor/MobilenetV3/expanded_conv_11/expand/hard_swish/mul_1" 3533 input: "FeatureExtractor/MobilenetV3/expanded_conv_11/depthwise/depthwise_weights" 3534 attr { 3535 key: "data_format" 3536 value { 3537 s: "NHWC" 3538 } 3539 } 3540 attr { 3541 key: "dilations" 3542 value { 3543 list { 3544 i: 1 3545 i: 1 3546 i: 1 3547 i: 1 3548 } 3549 } 3550 } 3551 attr { 3552 key: "padding" 3553 value { 3554 s: "SAME" 3555 } 3556 } 3557 attr { 3558 key: "strides" 3559 value { 3560 list { 3561 i: 1 3562 i: 1 3563 i: 1 3564 i: 1 3565 } 3566 } 3567 } 3568 } 3569 node { 3570 name: "FeatureExtractor/MobilenetV3/expanded_conv_11/depthwise/BatchNorm/FusedBatchNormV3" 3571 op: "FusedBatchNormV3" 3572 input: "FeatureExtractor/MobilenetV3/expanded_conv_11/depthwise/depthwise" 3573 input: "FeatureExtractor/MobilenetV3/expanded_conv_11/depthwise/BatchNorm/gamma" 3574 input: "FeatureExtractor/MobilenetV3/expanded_conv_11/depthwise/BatchNorm/beta" 3575 input: "FeatureExtractor/MobilenetV3/expanded_conv_11/depthwise/BatchNorm/moving_mean" 3576 input: "FeatureExtractor/MobilenetV3/expanded_conv_11/depthwise/BatchNorm/moving_variance" 3577 attr { 3578 key: "data_format" 3579 value { 3580 s: "NHWC" 3581 } 3582 } 3583 attr { 3584 key: "epsilon" 3585 value { 3586 f: 0.001 3587 } 3588 } 3589 attr { 3590 key: "U" 3591 value { 3592 type: DT_FLOAT 3593 } 3594 } 3595 } 3596 node { 3597 name: "FeatureExtractor/MobilenetV3/expanded_conv_11/depthwise/hard_swish/add" 3598 op: "AddV2" 3599 input: "FeatureExtractor/MobilenetV3/expanded_conv_11/depthwise/BatchNorm/FusedBatchNormV3" 3600 input: "FeatureExtractor/MobilenetV3/expanded_conv_11/depthwise/hard_swish/add/y" 3601 } 3602 node { 3603 name: "FeatureExtractor/MobilenetV3/expanded_conv_11/depthwise/hard_swish/Relu6" 3604 op: "Relu6" 3605 input: "FeatureExtractor/MobilenetV3/expanded_conv_11/depthwise/hard_swish/add" 3606 } 3607 node { 3608 name: "FeatureExtractor/MobilenetV3/expanded_conv_11/depthwise/hard_swish/mul" 3609 op: "Mul" 3610 input: "FeatureExtractor/MobilenetV3/expanded_conv_11/depthwise/BatchNorm/FusedBatchNormV3" 3611 input: "FeatureExtractor/MobilenetV3/expanded_conv_11/depthwise/hard_swish/Relu6" 3612 } 3613 node { 3614 name: "FeatureExtractor/MobilenetV3/expanded_conv_11/depthwise/hard_swish/mul_1" 3615 op: "Mul" 3616 input: "FeatureExtractor/MobilenetV3/expanded_conv_11/depthwise/hard_swish/mul" 3617 input: "FeatureExtractor/MobilenetV3/expanded_conv_11/depthwise/hard_swish/mul_1/y" 3618 } 3619 node { 3620 name: "FeatureExtractor/MobilenetV3/expanded_conv_11/squeeze_excite/Mean" 3621 op: "Mean" 3622 input: "FeatureExtractor/MobilenetV3/expanded_conv_11/depthwise/hard_swish/mul_1" 3623 input: "FeatureExtractor/MobilenetV3/expanded_conv_11/squeeze_excite/Mean/reduction_indices" 3624 attr { 3625 key: "keep_dims" 3626 value { 3627 b: true 3628 } 3629 } 3630 } 3631 node { 3632 name: "FeatureExtractor/MobilenetV3/expanded_conv_11/squeeze_excite/Conv/Conv2D" 3633 op: "Conv2D" 3634 input: "FeatureExtractor/MobilenetV3/expanded_conv_11/squeeze_excite/Mean" 3635 input: "FeatureExtractor/MobilenetV3/expanded_conv_11/squeeze_excite/Conv/weights" 3636 attr { 3637 key: "data_format" 3638 value { 3639 s: "NHWC" 3640 } 3641 } 3642 attr { 3643 key: "dilations" 3644 value { 3645 list { 3646 i: 1 3647 i: 1 3648 i: 1 3649 i: 1 3650 } 3651 } 3652 } 3653 attr { 3654 key: "explicit_paddings" 3655 value { 3656 list { 3657 } 3658 } 3659 } 3660 attr { 3661 key: "padding" 3662 value { 3663 s: "SAME" 3664 } 3665 } 3666 attr { 3667 key: "strides" 3668 value { 3669 list { 3670 i: 1 3671 i: 1 3672 i: 1 3673 i: 1 3674 } 3675 } 3676 } 3677 } 3678 node { 3679 name: "FeatureExtractor/MobilenetV3/expanded_conv_11/squeeze_excite/Conv/BiasAdd" 3680 op: "BiasAdd" 3681 input: "FeatureExtractor/MobilenetV3/expanded_conv_11/squeeze_excite/Conv/Conv2D" 3682 input: "FeatureExtractor/MobilenetV3/expanded_conv_11/squeeze_excite/Conv/biases" 3683 attr { 3684 key: "data_format" 3685 value { 3686 s: "NHWC" 3687 } 3688 } 3689 } 3690 node { 3691 name: "FeatureExtractor/MobilenetV3/expanded_conv_11/squeeze_excite/Conv/Relu" 3692 op: "Relu" 3693 input: "FeatureExtractor/MobilenetV3/expanded_conv_11/squeeze_excite/Conv/BiasAdd" 3694 } 3695 node { 3696 name: "FeatureExtractor/MobilenetV3/expanded_conv_11/squeeze_excite/Conv_1/Conv2D" 3697 op: "Conv2D" 3698 input: "FeatureExtractor/MobilenetV3/expanded_conv_11/squeeze_excite/Conv/Relu" 3699 input: "FeatureExtractor/MobilenetV3/expanded_conv_11/squeeze_excite/Conv_1/weights" 3700 attr { 3701 key: "data_format" 3702 value { 3703 s: "NHWC" 3704 } 3705 } 3706 attr { 3707 key: "dilations" 3708 value { 3709 list { 3710 i: 1 3711 i: 1 3712 i: 1 3713 i: 1 3714 } 3715 } 3716 } 3717 attr { 3718 key: "explicit_paddings" 3719 value { 3720 list { 3721 } 3722 } 3723 } 3724 attr { 3725 key: "padding" 3726 value { 3727 s: "SAME" 3728 } 3729 } 3730 attr { 3731 key: "strides" 3732 value { 3733 list { 3734 i: 1 3735 i: 1 3736 i: 1 3737 i: 1 3738 } 3739 } 3740 } 3741 } 3742 node { 3743 name: "FeatureExtractor/MobilenetV3/expanded_conv_11/squeeze_excite/Conv_1/BiasAdd" 3744 op: "BiasAdd" 3745 input: "FeatureExtractor/MobilenetV3/expanded_conv_11/squeeze_excite/Conv_1/Conv2D" 3746 input: "FeatureExtractor/MobilenetV3/expanded_conv_11/squeeze_excite/Conv_1/biases" 3747 attr { 3748 key: "data_format" 3749 value { 3750 s: "NHWC" 3751 } 3752 } 3753 } 3754 node { 3755 name: "FeatureExtractor/MobilenetV3/expanded_conv_11/squeeze_excite/Conv_1/add" 3756 op: "AddV2" 3757 input: "FeatureExtractor/MobilenetV3/expanded_conv_11/squeeze_excite/Conv_1/BiasAdd" 3758 input: "FeatureExtractor/MobilenetV3/expanded_conv_11/squeeze_excite/Conv_1/add/y" 3759 } 3760 node { 3761 name: "FeatureExtractor/MobilenetV3/expanded_conv_11/squeeze_excite/Conv_1/Relu6" 3762 op: "Relu6" 3763 input: "FeatureExtractor/MobilenetV3/expanded_conv_11/squeeze_excite/Conv_1/add" 3764 } 3765 node { 3766 name: "FeatureExtractor/MobilenetV3/expanded_conv_11/squeeze_excite/Conv_1/mul" 3767 op: "Mul" 3768 input: "FeatureExtractor/MobilenetV3/expanded_conv_11/squeeze_excite/Conv_1/Relu6" 3769 input: "FeatureExtractor/MobilenetV3/expanded_conv_11/squeeze_excite/Conv_1/mul/y" 3770 } 3771 node { 3772 name: "FeatureExtractor/MobilenetV3/expanded_conv_11/squeeze_excite/mul" 3773 op: "Mul" 3774 input: "FeatureExtractor/MobilenetV3/expanded_conv_11/depthwise/hard_swish/mul_1" 3775 input: "FeatureExtractor/MobilenetV3/expanded_conv_11/squeeze_excite/Conv_1/mul" 3776 } 3777 node { 3778 name: "FeatureExtractor/MobilenetV3/expanded_conv_11/project/Conv2D" 3779 op: "Conv2D" 3780 input: "FeatureExtractor/MobilenetV3/expanded_conv_11/squeeze_excite/mul" 3781 input: "FeatureExtractor/MobilenetV3/expanded_conv_11/project/weights" 3782 attr { 3783 key: "data_format" 3784 value { 3785 s: "NHWC" 3786 } 3787 } 3788 attr { 3789 key: "dilations" 3790 value { 3791 list { 3792 i: 1 3793 i: 1 3794 i: 1 3795 i: 1 3796 } 3797 } 3798 } 3799 attr { 3800 key: "explicit_paddings" 3801 value { 3802 list { 3803 } 3804 } 3805 } 3806 attr { 3807 key: "padding" 3808 value { 3809 s: "SAME" 3810 } 3811 } 3812 attr { 3813 key: "strides" 3814 value { 3815 list { 3816 i: 1 3817 i: 1 3818 i: 1 3819 i: 1 3820 } 3821 } 3822 } 3823 } 3824 node { 3825 name: "FeatureExtractor/MobilenetV3/expanded_conv_11/project/BatchNorm/FusedBatchNormV3" 3826 op: "FusedBatchNormV3" 3827 input: "FeatureExtractor/MobilenetV3/expanded_conv_11/project/Conv2D" 3828 input: "FeatureExtractor/MobilenetV3/expanded_conv_11/project/BatchNorm/gamma" 3829 input: "FeatureExtractor/MobilenetV3/expanded_conv_11/project/BatchNorm/beta" 3830 input: "FeatureExtractor/MobilenetV3/expanded_conv_11/project/BatchNorm/moving_mean" 3831 input: "FeatureExtractor/MobilenetV3/expanded_conv_11/project/BatchNorm/moving_variance" 3832 attr { 3833 key: "data_format" 3834 value { 3835 s: "NHWC" 3836 } 3837 } 3838 attr { 3839 key: "epsilon" 3840 value { 3841 f: 0.001 3842 } 3843 } 3844 attr { 3845 key: "U" 3846 value { 3847 type: DT_FLOAT 3848 } 3849 } 3850 } 3851 node { 3852 name: "FeatureExtractor/MobilenetV3/expanded_conv_11/add" 3853 op: "AddV2" 3854 input: "FeatureExtractor/MobilenetV3/expanded_conv_11/project/BatchNorm/FusedBatchNormV3" 3855 input: "FeatureExtractor/MobilenetV3/expanded_conv_10/output" 3856 } 3857 node { 3858 name: "FeatureExtractor/MobilenetV3/expanded_conv_12/input" 3859 op: "Identity" 3860 input: "FeatureExtractor/MobilenetV3/expanded_conv_11/add" 3861 } 3862 node { 3863 name: "FeatureExtractor/MobilenetV3/expanded_conv_12/expand/Conv2D" 3864 op: "Conv2D" 3865 input: "FeatureExtractor/MobilenetV3/expanded_conv_12/input" 3866 input: "FeatureExtractor/MobilenetV3/expanded_conv_12/expand/weights" 3867 attr { 3868 key: "data_format" 3869 value { 3870 s: "NHWC" 3871 } 3872 } 3873 attr { 3874 key: "dilations" 3875 value { 3876 list { 3877 i: 1 3878 i: 1 3879 i: 1 3880 i: 1 3881 } 3882 } 3883 } 3884 attr { 3885 key: "explicit_paddings" 3886 value { 3887 list { 3888 } 3889 } 3890 } 3891 attr { 3892 key: "padding" 3893 value { 3894 s: "SAME" 3895 } 3896 } 3897 attr { 3898 key: "strides" 3899 value { 3900 list { 3901 i: 1 3902 i: 1 3903 i: 1 3904 i: 1 3905 } 3906 } 3907 } 3908 } 3909 node { 3910 name: "FeatureExtractor/MobilenetV3/expanded_conv_12/expand/BatchNorm/FusedBatchNormV3" 3911 op: "FusedBatchNormV3" 3912 input: "FeatureExtractor/MobilenetV3/expanded_conv_12/expand/Conv2D" 3913 input: "FeatureExtractor/MobilenetV3/expanded_conv_12/expand/BatchNorm/gamma" 3914 input: "FeatureExtractor/MobilenetV3/expanded_conv_12/expand/BatchNorm/beta" 3915 input: "FeatureExtractor/MobilenetV3/expanded_conv_12/expand/BatchNorm/moving_mean" 3916 input: "FeatureExtractor/MobilenetV3/expanded_conv_12/expand/BatchNorm/moving_variance" 3917 attr { 3918 key: "data_format" 3919 value { 3920 s: "NHWC" 3921 } 3922 } 3923 attr { 3924 key: "epsilon" 3925 value { 3926 f: 0.001 3927 } 3928 } 3929 attr { 3930 key: "U" 3931 value { 3932 type: DT_FLOAT 3933 } 3934 } 3935 } 3936 node { 3937 name: "FeatureExtractor/MobilenetV3/expanded_conv_12/expand/hard_swish/add" 3938 op: "AddV2" 3939 input: "FeatureExtractor/MobilenetV3/expanded_conv_12/expand/BatchNorm/FusedBatchNormV3" 3940 input: "FeatureExtractor/MobilenetV3/expanded_conv_12/expand/hard_swish/add/y" 3941 } 3942 node { 3943 name: "FeatureExtractor/MobilenetV3/expanded_conv_12/expand/hard_swish/Relu6" 3944 op: "Relu6" 3945 input: "FeatureExtractor/MobilenetV3/expanded_conv_12/expand/hard_swish/add" 3946 } 3947 node { 3948 name: "FeatureExtractor/MobilenetV3/expanded_conv_12/expand/hard_swish/mul" 3949 op: "Mul" 3950 input: "FeatureExtractor/MobilenetV3/expanded_conv_12/expand/BatchNorm/FusedBatchNormV3" 3951 input: "FeatureExtractor/MobilenetV3/expanded_conv_12/expand/hard_swish/Relu6" 3952 } 3953 node { 3954 name: "FeatureExtractor/MobilenetV3/expanded_conv_12/expand/hard_swish/mul_1" 3955 op: "Mul" 3956 input: "FeatureExtractor/MobilenetV3/expanded_conv_12/expand/hard_swish/mul" 3957 input: "FeatureExtractor/MobilenetV3/expanded_conv_12/expand/hard_swish/mul_1/y" 3958 } 3959 node { 3960 name: "BoxPredictor_0/ClassPredictor_depthwise/depthwise" 3961 op: "DepthwiseConv2dNative" 3962 input: "FeatureExtractor/MobilenetV3/expanded_conv_12/expand/hard_swish/mul_1" 3963 input: "BoxPredictor_0/ClassPredictor_depthwise/depthwise_weights" 3964 attr { 3965 key: "data_format" 3966 value { 3967 s: "NHWC" 3968 } 3969 } 3970 attr { 3971 key: "dilations" 3972 value { 3973 list { 3974 i: 1 3975 i: 1 3976 i: 1 3977 i: 1 3978 } 3979 } 3980 } 3981 attr { 3982 key: "padding" 3983 value { 3984 s: "SAME" 3985 } 3986 } 3987 attr { 3988 key: "strides" 3989 value { 3990 list { 3991 i: 1 3992 i: 1 3993 i: 1 3994 i: 1 3995 } 3996 } 3997 } 3998 } 3999 node { 4000 name: "BoxPredictor_0/ClassPredictor_depthwise/BatchNorm/FusedBatchNormV3" 4001 op: "FusedBatchNormV3" 4002 input: "BoxPredictor_0/ClassPredictor_depthwise/depthwise" 4003 input: "BoxPredictor_0/ClassPredictor_depthwise/BatchNorm/gamma" 4004 input: "BoxPredictor_0/ClassPredictor_depthwise/BatchNorm/beta" 4005 input: "BoxPredictor_0/ClassPredictor_depthwise/BatchNorm/moving_mean" 4006 input: "BoxPredictor_0/ClassPredictor_depthwise/BatchNorm/moving_variance" 4007 attr { 4008 key: "data_format" 4009 value { 4010 s: "NHWC" 4011 } 4012 } 4013 attr { 4014 key: "epsilon" 4015 value { 4016 f: 0.001 4017 } 4018 } 4019 attr { 4020 key: "U" 4021 value { 4022 type: DT_FLOAT 4023 } 4024 } 4025 } 4026 node { 4027 name: "BoxPredictor_0/ClassPredictor_depthwise/Relu6" 4028 op: "Relu6" 4029 input: "BoxPredictor_0/ClassPredictor_depthwise/BatchNorm/FusedBatchNormV3" 4030 } 4031 node { 4032 name: "BoxPredictor_0/ClassPredictor/Conv2D" 4033 op: "Conv2D" 4034 input: "BoxPredictor_0/ClassPredictor_depthwise/Relu6" 4035 input: "BoxPredictor_0/ClassPredictor/weights" 4036 attr { 4037 key: "data_format" 4038 value { 4039 s: "NHWC" 4040 } 4041 } 4042 attr { 4043 key: "dilations" 4044 value { 4045 list { 4046 i: 1 4047 i: 1 4048 i: 1 4049 i: 1 4050 } 4051 } 4052 } 4053 attr { 4054 key: "explicit_paddings" 4055 value { 4056 list { 4057 } 4058 } 4059 } 4060 attr { 4061 key: "padding" 4062 value { 4063 s: "SAME" 4064 } 4065 } 4066 attr { 4067 key: "strides" 4068 value { 4069 list { 4070 i: 1 4071 i: 1 4072 i: 1 4073 i: 1 4074 } 4075 } 4076 } 4077 } 4078 node { 4079 name: "BoxPredictor_0/ClassPredictor/BiasAdd" 4080 op: "BiasAdd" 4081 input: "BoxPredictor_0/ClassPredictor/Conv2D" 4082 input: "BoxPredictor_0/ClassPredictor/biases" 4083 attr { 4084 key: "data_format" 4085 value { 4086 s: "NHWC" 4087 } 4088 } 4089 } 4090 node { 4091 name: "BoxPredictor_0/BoxEncodingPredictor_depthwise/depthwise" 4092 op: "DepthwiseConv2dNative" 4093 input: "FeatureExtractor/MobilenetV3/expanded_conv_12/expand/hard_swish/mul_1" 4094 input: "BoxPredictor_0/BoxEncodingPredictor_depthwise/depthwise_weights" 4095 attr { 4096 key: "data_format" 4097 value { 4098 s: "NHWC" 4099 } 4100 } 4101 attr { 4102 key: "dilations" 4103 value { 4104 list { 4105 i: 1 4106 i: 1 4107 i: 1 4108 i: 1 4109 } 4110 } 4111 } 4112 attr { 4113 key: "padding" 4114 value { 4115 s: "SAME" 4116 } 4117 } 4118 attr { 4119 key: "strides" 4120 value { 4121 list { 4122 i: 1 4123 i: 1 4124 i: 1 4125 i: 1 4126 } 4127 } 4128 } 4129 } 4130 node { 4131 name: "BoxPredictor_0/BoxEncodingPredictor_depthwise/BatchNorm/FusedBatchNormV3" 4132 op: "FusedBatchNormV3" 4133 input: "BoxPredictor_0/BoxEncodingPredictor_depthwise/depthwise" 4134 input: "BoxPredictor_0/BoxEncodingPredictor_depthwise/BatchNorm/gamma" 4135 input: "BoxPredictor_0/BoxEncodingPredictor_depthwise/BatchNorm/beta" 4136 input: "BoxPredictor_0/BoxEncodingPredictor_depthwise/BatchNorm/moving_mean" 4137 input: "BoxPredictor_0/BoxEncodingPredictor_depthwise/BatchNorm/moving_variance" 4138 attr { 4139 key: "data_format" 4140 value { 4141 s: "NHWC" 4142 } 4143 } 4144 attr { 4145 key: "epsilon" 4146 value { 4147 f: 0.001 4148 } 4149 } 4150 attr { 4151 key: "U" 4152 value { 4153 type: DT_FLOAT 4154 } 4155 } 4156 } 4157 node { 4158 name: "BoxPredictor_0/BoxEncodingPredictor_depthwise/Relu6" 4159 op: "Relu6" 4160 input: "BoxPredictor_0/BoxEncodingPredictor_depthwise/BatchNorm/FusedBatchNormV3" 4161 } 4162 node { 4163 name: "BoxPredictor_0/BoxEncodingPredictor/Conv2D" 4164 op: "Conv2D" 4165 input: "BoxPredictor_0/BoxEncodingPredictor_depthwise/Relu6" 4166 input: "BoxPredictor_0/BoxEncodingPredictor/weights" 4167 attr { 4168 key: "data_format" 4169 value { 4170 s: "NHWC" 4171 } 4172 } 4173 attr { 4174 key: "dilations" 4175 value { 4176 list { 4177 i: 1 4178 i: 1 4179 i: 1 4180 i: 1 4181 } 4182 } 4183 } 4184 attr { 4185 key: "explicit_paddings" 4186 value { 4187 list { 4188 } 4189 } 4190 } 4191 attr { 4192 key: "loc_pred_transposed" 4193 value { 4194 b: true 4195 } 4196 } 4197 attr { 4198 key: "padding" 4199 value { 4200 s: "SAME" 4201 } 4202 } 4203 attr { 4204 key: "strides" 4205 value { 4206 list { 4207 i: 1 4208 i: 1 4209 i: 1 4210 i: 1 4211 } 4212 } 4213 } 4214 } 4215 node { 4216 name: "BoxPredictor_0/BoxEncodingPredictor/BiasAdd" 4217 op: "BiasAdd" 4218 input: "BoxPredictor_0/BoxEncodingPredictor/Conv2D" 4219 input: "BoxPredictor_0/BoxEncodingPredictor/biases" 4220 attr { 4221 key: "data_format" 4222 value { 4223 s: "NHWC" 4224 } 4225 } 4226 } 4227 node { 4228 name: "FeatureExtractor/MobilenetV3/expanded_conv_12/depthwise/depthwise" 4229 op: "DepthwiseConv2dNative" 4230 input: "FeatureExtractor/MobilenetV3/expanded_conv_12/expand/hard_swish/mul_1" 4231 input: "FeatureExtractor/MobilenetV3/expanded_conv_12/depthwise/depthwise_weights" 4232 attr { 4233 key: "data_format" 4234 value { 4235 s: "NHWC" 4236 } 4237 } 4238 attr { 4239 key: "dilations" 4240 value { 4241 list { 4242 i: 1 4243 i: 1 4244 i: 1 4245 i: 1 4246 } 4247 } 4248 } 4249 attr { 4250 key: "padding" 4251 value { 4252 s: "SAME" 4253 } 4254 } 4255 attr { 4256 key: "strides" 4257 value { 4258 list { 4259 i: 1 4260 i: 2 4261 i: 2 4262 i: 1 4263 } 4264 } 4265 } 4266 } 4267 node { 4268 name: "FeatureExtractor/MobilenetV3/expanded_conv_12/depthwise/BatchNorm/FusedBatchNormV3" 4269 op: "FusedBatchNormV3" 4270 input: "FeatureExtractor/MobilenetV3/expanded_conv_12/depthwise/depthwise" 4271 input: "FeatureExtractor/MobilenetV3/expanded_conv_12/depthwise/BatchNorm/gamma" 4272 input: "FeatureExtractor/MobilenetV3/expanded_conv_12/depthwise/BatchNorm/beta" 4273 input: "FeatureExtractor/MobilenetV3/expanded_conv_12/depthwise/BatchNorm/moving_mean" 4274 input: "FeatureExtractor/MobilenetV3/expanded_conv_12/depthwise/BatchNorm/moving_variance" 4275 attr { 4276 key: "data_format" 4277 value { 4278 s: "NHWC" 4279 } 4280 } 4281 attr { 4282 key: "epsilon" 4283 value { 4284 f: 0.001 4285 } 4286 } 4287 attr { 4288 key: "U" 4289 value { 4290 type: DT_FLOAT 4291 } 4292 } 4293 } 4294 node { 4295 name: "FeatureExtractor/MobilenetV3/expanded_conv_12/depthwise/hard_swish/add" 4296 op: "AddV2" 4297 input: "FeatureExtractor/MobilenetV3/expanded_conv_12/depthwise/BatchNorm/FusedBatchNormV3" 4298 input: "FeatureExtractor/MobilenetV3/expanded_conv_12/depthwise/hard_swish/add/y" 4299 } 4300 node { 4301 name: "FeatureExtractor/MobilenetV3/expanded_conv_12/depthwise/hard_swish/Relu6" 4302 op: "Relu6" 4303 input: "FeatureExtractor/MobilenetV3/expanded_conv_12/depthwise/hard_swish/add" 4304 } 4305 node { 4306 name: "FeatureExtractor/MobilenetV3/expanded_conv_12/depthwise/hard_swish/mul" 4307 op: "Mul" 4308 input: "FeatureExtractor/MobilenetV3/expanded_conv_12/depthwise/BatchNorm/FusedBatchNormV3" 4309 input: "FeatureExtractor/MobilenetV3/expanded_conv_12/depthwise/hard_swish/Relu6" 4310 } 4311 node { 4312 name: "FeatureExtractor/MobilenetV3/expanded_conv_12/depthwise/hard_swish/mul_1" 4313 op: "Mul" 4314 input: "FeatureExtractor/MobilenetV3/expanded_conv_12/depthwise/hard_swish/mul" 4315 input: "FeatureExtractor/MobilenetV3/expanded_conv_12/depthwise/hard_swish/mul_1/y" 4316 } 4317 node { 4318 name: "FeatureExtractor/MobilenetV3/expanded_conv_12/squeeze_excite/Mean" 4319 op: "Mean" 4320 input: "FeatureExtractor/MobilenetV3/expanded_conv_12/depthwise/hard_swish/mul_1" 4321 input: "FeatureExtractor/MobilenetV3/expanded_conv_12/squeeze_excite/Mean/reduction_indices" 4322 attr { 4323 key: "keep_dims" 4324 value { 4325 b: true 4326 } 4327 } 4328 } 4329 node { 4330 name: "FeatureExtractor/MobilenetV3/expanded_conv_12/squeeze_excite/Conv/Conv2D" 4331 op: "Conv2D" 4332 input: "FeatureExtractor/MobilenetV3/expanded_conv_12/squeeze_excite/Mean" 4333 input: "FeatureExtractor/MobilenetV3/expanded_conv_12/squeeze_excite/Conv/weights" 4334 attr { 4335 key: "data_format" 4336 value { 4337 s: "NHWC" 4338 } 4339 } 4340 attr { 4341 key: "dilations" 4342 value { 4343 list { 4344 i: 1 4345 i: 1 4346 i: 1 4347 i: 1 4348 } 4349 } 4350 } 4351 attr { 4352 key: "explicit_paddings" 4353 value { 4354 list { 4355 } 4356 } 4357 } 4358 attr { 4359 key: "padding" 4360 value { 4361 s: "SAME" 4362 } 4363 } 4364 attr { 4365 key: "strides" 4366 value { 4367 list { 4368 i: 1 4369 i: 1 4370 i: 1 4371 i: 1 4372 } 4373 } 4374 } 4375 } 4376 node { 4377 name: "FeatureExtractor/MobilenetV3/expanded_conv_12/squeeze_excite/Conv/BiasAdd" 4378 op: "BiasAdd" 4379 input: "FeatureExtractor/MobilenetV3/expanded_conv_12/squeeze_excite/Conv/Conv2D" 4380 input: "FeatureExtractor/MobilenetV3/expanded_conv_12/squeeze_excite/Conv/biases" 4381 attr { 4382 key: "data_format" 4383 value { 4384 s: "NHWC" 4385 } 4386 } 4387 } 4388 node { 4389 name: "FeatureExtractor/MobilenetV3/expanded_conv_12/squeeze_excite/Conv/Relu" 4390 op: "Relu" 4391 input: "FeatureExtractor/MobilenetV3/expanded_conv_12/squeeze_excite/Conv/BiasAdd" 4392 } 4393 node { 4394 name: "FeatureExtractor/MobilenetV3/expanded_conv_12/squeeze_excite/Conv_1/Conv2D" 4395 op: "Conv2D" 4396 input: "FeatureExtractor/MobilenetV3/expanded_conv_12/squeeze_excite/Conv/Relu" 4397 input: "FeatureExtractor/MobilenetV3/expanded_conv_12/squeeze_excite/Conv_1/weights" 4398 attr { 4399 key: "data_format" 4400 value { 4401 s: "NHWC" 4402 } 4403 } 4404 attr { 4405 key: "dilations" 4406 value { 4407 list { 4408 i: 1 4409 i: 1 4410 i: 1 4411 i: 1 4412 } 4413 } 4414 } 4415 attr { 4416 key: "explicit_paddings" 4417 value { 4418 list { 4419 } 4420 } 4421 } 4422 attr { 4423 key: "padding" 4424 value { 4425 s: "SAME" 4426 } 4427 } 4428 attr { 4429 key: "strides" 4430 value { 4431 list { 4432 i: 1 4433 i: 1 4434 i: 1 4435 i: 1 4436 } 4437 } 4438 } 4439 } 4440 node { 4441 name: "FeatureExtractor/MobilenetV3/expanded_conv_12/squeeze_excite/Conv_1/BiasAdd" 4442 op: "BiasAdd" 4443 input: "FeatureExtractor/MobilenetV3/expanded_conv_12/squeeze_excite/Conv_1/Conv2D" 4444 input: "FeatureExtractor/MobilenetV3/expanded_conv_12/squeeze_excite/Conv_1/biases" 4445 attr { 4446 key: "data_format" 4447 value { 4448 s: "NHWC" 4449 } 4450 } 4451 } 4452 node { 4453 name: "FeatureExtractor/MobilenetV3/expanded_conv_12/squeeze_excite/Conv_1/add" 4454 op: "AddV2" 4455 input: "FeatureExtractor/MobilenetV3/expanded_conv_12/squeeze_excite/Conv_1/BiasAdd" 4456 input: "FeatureExtractor/MobilenetV3/expanded_conv_12/squeeze_excite/Conv_1/add/y" 4457 } 4458 node { 4459 name: "FeatureExtractor/MobilenetV3/expanded_conv_12/squeeze_excite/Conv_1/Relu6" 4460 op: "Relu6" 4461 input: "FeatureExtractor/MobilenetV3/expanded_conv_12/squeeze_excite/Conv_1/add" 4462 } 4463 node { 4464 name: "FeatureExtractor/MobilenetV3/expanded_conv_12/squeeze_excite/Conv_1/mul" 4465 op: "Mul" 4466 input: "FeatureExtractor/MobilenetV3/expanded_conv_12/squeeze_excite/Conv_1/Relu6" 4467 input: "FeatureExtractor/MobilenetV3/expanded_conv_12/squeeze_excite/Conv_1/mul/y" 4468 } 4469 node { 4470 name: "FeatureExtractor/MobilenetV3/expanded_conv_12/squeeze_excite/mul" 4471 op: "Mul" 4472 input: "FeatureExtractor/MobilenetV3/expanded_conv_12/depthwise/hard_swish/mul_1" 4473 input: "FeatureExtractor/MobilenetV3/expanded_conv_12/squeeze_excite/Conv_1/mul" 4474 } 4475 node { 4476 name: "FeatureExtractor/MobilenetV3/expanded_conv_12/project/Conv2D" 4477 op: "Conv2D" 4478 input: "FeatureExtractor/MobilenetV3/expanded_conv_12/squeeze_excite/mul" 4479 input: "FeatureExtractor/MobilenetV3/expanded_conv_12/project/weights" 4480 attr { 4481 key: "data_format" 4482 value { 4483 s: "NHWC" 4484 } 4485 } 4486 attr { 4487 key: "dilations" 4488 value { 4489 list { 4490 i: 1 4491 i: 1 4492 i: 1 4493 i: 1 4494 } 4495 } 4496 } 4497 attr { 4498 key: "explicit_paddings" 4499 value { 4500 list { 4501 } 4502 } 4503 } 4504 attr { 4505 key: "padding" 4506 value { 4507 s: "SAME" 4508 } 4509 } 4510 attr { 4511 key: "strides" 4512 value { 4513 list { 4514 i: 1 4515 i: 1 4516 i: 1 4517 i: 1 4518 } 4519 } 4520 } 4521 } 4522 node { 4523 name: "FeatureExtractor/MobilenetV3/expanded_conv_12/project/BatchNorm/FusedBatchNormV3" 4524 op: "FusedBatchNormV3" 4525 input: "FeatureExtractor/MobilenetV3/expanded_conv_12/project/Conv2D" 4526 input: "FeatureExtractor/MobilenetV3/expanded_conv_12/project/BatchNorm/gamma" 4527 input: "FeatureExtractor/MobilenetV3/expanded_conv_12/project/BatchNorm/beta" 4528 input: "FeatureExtractor/MobilenetV3/expanded_conv_12/project/BatchNorm/moving_mean" 4529 input: "FeatureExtractor/MobilenetV3/expanded_conv_12/project/BatchNorm/moving_variance" 4530 attr { 4531 key: "data_format" 4532 value { 4533 s: "NHWC" 4534 } 4535 } 4536 attr { 4537 key: "epsilon" 4538 value { 4539 f: 0.001 4540 } 4541 } 4542 attr { 4543 key: "U" 4544 value { 4545 type: DT_FLOAT 4546 } 4547 } 4548 } 4549 node { 4550 name: "FeatureExtractor/MobilenetV3/expanded_conv_12/output" 4551 op: "Identity" 4552 input: "FeatureExtractor/MobilenetV3/expanded_conv_12/project/BatchNorm/FusedBatchNormV3" 4553 } 4554 node { 4555 name: "FeatureExtractor/MobilenetV3/expanded_conv_13/expand/Conv2D" 4556 op: "Conv2D" 4557 input: "FeatureExtractor/MobilenetV3/expanded_conv_12/output" 4558 input: "FeatureExtractor/MobilenetV3/expanded_conv_13/expand/weights" 4559 attr { 4560 key: "data_format" 4561 value { 4562 s: "NHWC" 4563 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input: "FeatureExtractor/MobilenetV3/expanded_conv_13/depthwise/hard_swish/add/y" 4723 } 4724 node { 4725 name: "FeatureExtractor/MobilenetV3/expanded_conv_13/depthwise/hard_swish/Relu6" 4726 op: "Relu6" 4727 input: "FeatureExtractor/MobilenetV3/expanded_conv_13/depthwise/hard_swish/add" 4728 } 4729 node { 4730 name: "FeatureExtractor/MobilenetV3/expanded_conv_13/depthwise/hard_swish/mul" 4731 op: "Mul" 4732 input: "FeatureExtractor/MobilenetV3/expanded_conv_13/depthwise/BatchNorm/FusedBatchNormV3" 4733 input: "FeatureExtractor/MobilenetV3/expanded_conv_13/depthwise/hard_swish/Relu6" 4734 } 4735 node { 4736 name: "FeatureExtractor/MobilenetV3/expanded_conv_13/depthwise/hard_swish/mul_1" 4737 op: "Mul" 4738 input: "FeatureExtractor/MobilenetV3/expanded_conv_13/depthwise/hard_swish/mul" 4739 input: "FeatureExtractor/MobilenetV3/expanded_conv_13/depthwise/hard_swish/mul_1/y" 4740 } 4741 node { 4742 name: "FeatureExtractor/MobilenetV3/expanded_conv_13/squeeze_excite/Mean" 4743 op: "Mean" 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key: "U" 5143 value { 5144 type: DT_FLOAT 5145 } 5146 } 5147 } 5148 node { 5149 name: "FeatureExtractor/MobilenetV3/expanded_conv_14/depthwise/hard_swish/add" 5150 op: "AddV2" 5151 input: "FeatureExtractor/MobilenetV3/expanded_conv_14/depthwise/BatchNorm/FusedBatchNormV3" 5152 input: "FeatureExtractor/MobilenetV3/expanded_conv_14/depthwise/hard_swish/add/y" 5153 } 5154 node { 5155 name: "FeatureExtractor/MobilenetV3/expanded_conv_14/depthwise/hard_swish/Relu6" 5156 op: "Relu6" 5157 input: "FeatureExtractor/MobilenetV3/expanded_conv_14/depthwise/hard_swish/add" 5158 } 5159 node { 5160 name: "FeatureExtractor/MobilenetV3/expanded_conv_14/depthwise/hard_swish/mul" 5161 op: "Mul" 5162 input: "FeatureExtractor/MobilenetV3/expanded_conv_14/depthwise/BatchNorm/FusedBatchNormV3" 5163 input: "FeatureExtractor/MobilenetV3/expanded_conv_14/depthwise/hard_swish/Relu6" 5164 } 5165 node { 5166 name: "FeatureExtractor/MobilenetV3/expanded_conv_14/depthwise/hard_swish/mul_1" 5167 op: "Mul" 5168 input: 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op: "Conv2D" 5250 input: "FeatureExtractor/MobilenetV3/expanded_conv_14/squeeze_excite/Conv/Relu" 5251 input: "FeatureExtractor/MobilenetV3/expanded_conv_14/squeeze_excite/Conv_1/weights" 5252 attr { 5253 key: "data_format" 5254 value { 5255 s: "NHWC" 5256 } 5257 } 5258 attr { 5259 key: "dilations" 5260 value { 5261 list { 5262 i: 1 5263 i: 1 5264 i: 1 5265 i: 1 5266 } 5267 } 5268 } 5269 attr { 5270 key: "explicit_paddings" 5271 value { 5272 list { 5273 } 5274 } 5275 } 5276 attr { 5277 key: "padding" 5278 value { 5279 s: "SAME" 5280 } 5281 } 5282 attr { 5283 key: "strides" 5284 value { 5285 list { 5286 i: 1 5287 i: 1 5288 i: 1 5289 i: 1 5290 } 5291 } 5292 } 5293 } 5294 node { 5295 name: "FeatureExtractor/MobilenetV3/expanded_conv_14/squeeze_excite/Conv_1/BiasAdd" 5296 op: "BiasAdd" 5297 input: "FeatureExtractor/MobilenetV3/expanded_conv_14/squeeze_excite/Conv_1/Conv2D" 5298 input: "FeatureExtractor/MobilenetV3/expanded_conv_14/squeeze_excite/Conv_1/biases" 5299 attr { 5300 key: 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input: "FeatureExtractor/MobilenetV3/Conv_1/BatchNorm/beta" 5462 input: "FeatureExtractor/MobilenetV3/Conv_1/BatchNorm/moving_mean" 5463 input: "FeatureExtractor/MobilenetV3/Conv_1/BatchNorm/moving_variance" 5464 attr { 5465 key: "data_format" 5466 value { 5467 s: "NHWC" 5468 } 5469 } 5470 attr { 5471 key: "epsilon" 5472 value { 5473 f: 0.001 5474 } 5475 } 5476 attr { 5477 key: "U" 5478 value { 5479 type: DT_FLOAT 5480 } 5481 } 5482 } 5483 node { 5484 name: "FeatureExtractor/MobilenetV3/Conv_1/hard_swish/add" 5485 op: "AddV2" 5486 input: "FeatureExtractor/MobilenetV3/Conv_1/BatchNorm/FusedBatchNormV3" 5487 input: "FeatureExtractor/MobilenetV3/Conv_1/hard_swish/add/y" 5488 } 5489 node { 5490 name: "FeatureExtractor/MobilenetV3/Conv_1/hard_swish/Relu6" 5491 op: "Relu6" 5492 input: "FeatureExtractor/MobilenetV3/Conv_1/hard_swish/add" 5493 } 5494 node { 5495 name: "FeatureExtractor/MobilenetV3/Conv_1/hard_swish/mul" 5496 op: "Mul" 5497 input: 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} 5544 } 5545 } 5546 node { 5547 name: "BoxPredictor_1/ClassPredictor_depthwise/BatchNorm/FusedBatchNormV3" 5548 op: "FusedBatchNormV3" 5549 input: "BoxPredictor_1/ClassPredictor_depthwise/depthwise" 5550 input: "BoxPredictor_1/ClassPredictor_depthwise/BatchNorm/gamma" 5551 input: "BoxPredictor_1/ClassPredictor_depthwise/BatchNorm/beta" 5552 input: "BoxPredictor_1/ClassPredictor_depthwise/BatchNorm/moving_mean" 5553 input: "BoxPredictor_1/ClassPredictor_depthwise/BatchNorm/moving_variance" 5554 attr { 5555 key: "data_format" 5556 value { 5557 s: "NHWC" 5558 } 5559 } 5560 attr { 5561 key: "epsilon" 5562 value { 5563 f: 0.001 5564 } 5565 } 5566 attr { 5567 key: "U" 5568 value { 5569 type: DT_FLOAT 5570 } 5571 } 5572 } 5573 node { 5574 name: "BoxPredictor_1/ClassPredictor_depthwise/Relu6" 5575 op: "Relu6" 5576 input: "BoxPredictor_1/ClassPredictor_depthwise/BatchNorm/FusedBatchNormV3" 5577 } 5578 node { 5579 name: "BoxPredictor_1/ClassPredictor/Conv2D" 5580 op: "Conv2D" 5581 input: 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name: "FeatureExtractor/MobilenetV3/layer_17_2_Conv2d_2_3x3_s2_512/BatchNorm/FusedBatchNormV3" 5974 op: "FusedBatchNormV3" 5975 input: "FeatureExtractor/MobilenetV3/layer_17_2_Conv2d_2_3x3_s2_512/Conv2D" 5976 input: "FeatureExtractor/MobilenetV3/layer_17_2_Conv2d_2_3x3_s2_512/BatchNorm/gamma" 5977 input: "FeatureExtractor/MobilenetV3/layer_17_2_Conv2d_2_3x3_s2_512/BatchNorm/beta" 5978 input: "FeatureExtractor/MobilenetV3/layer_17_2_Conv2d_2_3x3_s2_512/BatchNorm/moving_mean" 5979 input: "FeatureExtractor/MobilenetV3/layer_17_2_Conv2d_2_3x3_s2_512/BatchNorm/moving_variance" 5980 attr { 5981 key: "data_format" 5982 value { 5983 s: "NHWC" 5984 } 5985 } 5986 attr { 5987 key: "epsilon" 5988 value { 5989 f: 0.001 5990 } 5991 } 5992 attr { 5993 key: "U" 5994 value { 5995 type: DT_FLOAT 5996 } 5997 } 5998 } 5999 node { 6000 name: "FeatureExtractor/MobilenetV3/layer_17_2_Conv2d_2_3x3_s2_512/Relu6" 6001 op: "Relu6" 6002 input: 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6257 } 6258 } 6259 } 6260 node { 6261 name: "BoxPredictor_2/BoxEncodingPredictor/BiasAdd" 6262 op: "BiasAdd" 6263 input: "BoxPredictor_2/BoxEncodingPredictor/Conv2D" 6264 input: "BoxPredictor_2/BoxEncodingPredictor/biases" 6265 attr { 6266 key: "data_format" 6267 value { 6268 s: "NHWC" 6269 } 6270 } 6271 } 6272 node { 6273 name: "FeatureExtractor/MobilenetV3/layer_17_1_Conv2d_3_1x1_128/Conv2D" 6274 op: "Conv2D" 6275 input: "FeatureExtractor/MobilenetV3/layer_17_2_Conv2d_2_3x3_s2_512/Relu6" 6276 input: "FeatureExtractor/MobilenetV3/layer_17_1_Conv2d_3_1x1_128/weights" 6277 attr { 6278 key: "data_format" 6279 value { 6280 s: "NHWC" 6281 } 6282 } 6283 attr { 6284 key: "dilations" 6285 value { 6286 list { 6287 i: 1 6288 i: 1 6289 i: 1 6290 i: 1 6291 } 6292 } 6293 } 6294 attr { 6295 key: "explicit_paddings" 6296 value { 6297 list { 6298 } 6299 } 6300 } 6301 attr { 6302 key: "padding" 6303 value { 6304 s: "SAME" 6305 } 6306 } 6307 attr { 6308 key: "strides" 6309 value { 6310 list { 6311 i: 1 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"FeatureExtractor/MobilenetV3/layer_17_2_Conv2d_3_3x3_s2_256/Conv2D" 6425 op: "Conv2D" 6426 input: "FeatureExtractor/MobilenetV3/layer_17_2_Conv2d_3_3x3_s2_256_depthwise/Relu6" 6427 input: "FeatureExtractor/MobilenetV3/layer_17_2_Conv2d_3_3x3_s2_256/weights" 6428 attr { 6429 key: "data_format" 6430 value { 6431 s: "NHWC" 6432 } 6433 } 6434 attr { 6435 key: "dilations" 6436 value { 6437 list { 6438 i: 1 6439 i: 1 6440 i: 1 6441 i: 1 6442 } 6443 } 6444 } 6445 attr { 6446 key: "explicit_paddings" 6447 value { 6448 list { 6449 } 6450 } 6451 } 6452 attr { 6453 key: "padding" 6454 value { 6455 s: "SAME" 6456 } 6457 } 6458 attr { 6459 key: "strides" 6460 value { 6461 list { 6462 i: 1 6463 i: 1 6464 i: 1 6465 i: 1 6466 } 6467 } 6468 } 6469 } 6470 node { 6471 name: "FeatureExtractor/MobilenetV3/layer_17_2_Conv2d_3_3x3_s2_256/BatchNorm/FusedBatchNormV3" 6472 op: "FusedBatchNormV3" 6473 input: "FeatureExtractor/MobilenetV3/layer_17_2_Conv2d_3_3x3_s2_256/Conv2D" 6474 input: "FeatureExtractor/MobilenetV3/layer_17_2_Conv2d_3_3x3_s2_256/BatchNorm/gamma" 6475 input: "FeatureExtractor/MobilenetV3/layer_17_2_Conv2d_3_3x3_s2_256/BatchNorm/beta" 6476 input: "FeatureExtractor/MobilenetV3/layer_17_2_Conv2d_3_3x3_s2_256/BatchNorm/moving_mean" 6477 input: "FeatureExtractor/MobilenetV3/layer_17_2_Conv2d_3_3x3_s2_256/BatchNorm/moving_variance" 6478 attr { 6479 key: "data_format" 6480 value { 6481 s: "NHWC" 6482 } 6483 } 6484 attr { 6485 key: "epsilon" 6486 value { 6487 f: 0.001 6488 } 6489 } 6490 attr { 6491 key: "U" 6492 value { 6493 type: DT_FLOAT 6494 } 6495 } 6496 } 6497 node { 6498 name: "FeatureExtractor/MobilenetV3/layer_17_2_Conv2d_3_3x3_s2_256/Relu6" 6499 op: "Relu6" 6500 input: "FeatureExtractor/MobilenetV3/layer_17_2_Conv2d_3_3x3_s2_256/BatchNorm/FusedBatchNormV3" 6501 } 6502 node { 6503 name: "BoxPredictor_3/ClassPredictor_depthwise/depthwise" 6504 op: "DepthwiseConv2dNative" 6505 input: "FeatureExtractor/MobilenetV3/layer_17_2_Conv2d_3_3x3_s2_256/Relu6" 6506 input: "BoxPredictor_3/ClassPredictor_depthwise/depthwise_weights" 6507 attr { 6508 key: "data_format" 6509 value { 6510 s: "NHWC" 6511 } 6512 } 6513 attr { 6514 key: "dilations" 6515 value { 6516 list { 6517 i: 1 6518 i: 1 6519 i: 1 6520 i: 1 6521 } 6522 } 6523 } 6524 attr { 6525 key: "padding" 6526 value { 6527 s: "SAME" 6528 } 6529 } 6530 attr { 6531 key: "strides" 6532 value { 6533 list { 6534 i: 1 6535 i: 1 6536 i: 1 6537 i: 1 6538 } 6539 } 6540 } 6541 } 6542 node { 6543 name: "BoxPredictor_3/ClassPredictor_depthwise/BatchNorm/FusedBatchNormV3" 6544 op: "FusedBatchNormV3" 6545 input: "BoxPredictor_3/ClassPredictor_depthwise/depthwise" 6546 input: "BoxPredictor_3/ClassPredictor_depthwise/BatchNorm/gamma" 6547 input: "BoxPredictor_3/ClassPredictor_depthwise/BatchNorm/beta" 6548 input: "BoxPredictor_3/ClassPredictor_depthwise/BatchNorm/moving_mean" 6549 input: "BoxPredictor_3/ClassPredictor_depthwise/BatchNorm/moving_variance" 6550 attr { 6551 key: "data_format" 6552 value { 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6616 i: 1 6617 } 6618 } 6619 } 6620 } 6621 node { 6622 name: "BoxPredictor_3/ClassPredictor/BiasAdd" 6623 op: "BiasAdd" 6624 input: "BoxPredictor_3/ClassPredictor/Conv2D" 6625 input: "BoxPredictor_3/ClassPredictor/biases" 6626 attr { 6627 key: "data_format" 6628 value { 6629 s: "NHWC" 6630 } 6631 } 6632 } 6633 node { 6634 name: "BoxPredictor_3/BoxEncodingPredictor_depthwise/depthwise" 6635 op: "DepthwiseConv2dNative" 6636 input: "FeatureExtractor/MobilenetV3/layer_17_2_Conv2d_3_3x3_s2_256/Relu6" 6637 input: "BoxPredictor_3/BoxEncodingPredictor_depthwise/depthwise_weights" 6638 attr { 6639 key: "data_format" 6640 value { 6641 s: "NHWC" 6642 } 6643 } 6644 attr { 6645 key: "dilations" 6646 value { 6647 list { 6648 i: 1 6649 i: 1 6650 i: 1 6651 i: 1 6652 } 6653 } 6654 } 6655 attr { 6656 key: "padding" 6657 value { 6658 s: "SAME" 6659 } 6660 } 6661 attr { 6662 key: "strides" 6663 value { 6664 list { 6665 i: 1 6666 i: 1 6667 i: 1 6668 i: 1 6669 } 6670 } 6671 } 6672 } 6673 node { 6674 name: 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6708 input: "BoxPredictor_3/BoxEncodingPredictor_depthwise/Relu6" 6709 input: "BoxPredictor_3/BoxEncodingPredictor/weights" 6710 attr { 6711 key: "data_format" 6712 value { 6713 s: "NHWC" 6714 } 6715 } 6716 attr { 6717 key: "dilations" 6718 value { 6719 list { 6720 i: 1 6721 i: 1 6722 i: 1 6723 i: 1 6724 } 6725 } 6726 } 6727 attr { 6728 key: "explicit_paddings" 6729 value { 6730 list { 6731 } 6732 } 6733 } 6734 attr { 6735 key: "loc_pred_transposed" 6736 value { 6737 b: true 6738 } 6739 } 6740 attr { 6741 key: "padding" 6742 value { 6743 s: "SAME" 6744 } 6745 } 6746 attr { 6747 key: "strides" 6748 value { 6749 list { 6750 i: 1 6751 i: 1 6752 i: 1 6753 i: 1 6754 } 6755 } 6756 } 6757 } 6758 node { 6759 name: "BoxPredictor_3/BoxEncodingPredictor/BiasAdd" 6760 op: "BiasAdd" 6761 input: "BoxPredictor_3/BoxEncodingPredictor/Conv2D" 6762 input: "BoxPredictor_3/BoxEncodingPredictor/biases" 6763 attr { 6764 key: "data_format" 6765 value { 6766 s: "NHWC" 6767 } 6768 } 6769 } 6770 node { 6771 name: "FeatureExtractor/MobilenetV3/layer_17_1_Conv2d_4_1x1_128/Conv2D" 6772 op: "Conv2D" 6773 input: "FeatureExtractor/MobilenetV3/layer_17_2_Conv2d_3_3x3_s2_256/Relu6" 6774 input: "FeatureExtractor/MobilenetV3/layer_17_1_Conv2d_4_1x1_128/weights" 6775 attr { 6776 key: "data_format" 6777 value { 6778 s: "NHWC" 6779 } 6780 } 6781 attr { 6782 key: "dilations" 6783 value { 6784 list { 6785 i: 1 6786 i: 1 6787 i: 1 6788 i: 1 6789 } 6790 } 6791 } 6792 attr { 6793 key: "explicit_paddings" 6794 value { 6795 list { 6796 } 6797 } 6798 } 6799 attr { 6800 key: "padding" 6801 value { 6802 s: "SAME" 6803 } 6804 } 6805 attr { 6806 key: "strides" 6807 value { 6808 list { 6809 i: 1 6810 i: 1 6811 i: 1 6812 i: 1 6813 } 6814 } 6815 } 6816 } 6817 node { 6818 name: "FeatureExtractor/MobilenetV3/layer_17_1_Conv2d_4_1x1_128/BatchNorm/FusedBatchNormV3" 6819 op: "FusedBatchNormV3" 6820 input: "FeatureExtractor/MobilenetV3/layer_17_1_Conv2d_4_1x1_128/Conv2D" 6821 input: "FeatureExtractor/MobilenetV3/layer_17_1_Conv2d_4_1x1_128/BatchNorm/gamma" 6822 input: "FeatureExtractor/MobilenetV3/layer_17_1_Conv2d_4_1x1_128/BatchNorm/beta" 6823 input: "FeatureExtractor/MobilenetV3/layer_17_1_Conv2d_4_1x1_128/BatchNorm/moving_mean" 6824 input: "FeatureExtractor/MobilenetV3/layer_17_1_Conv2d_4_1x1_128/BatchNorm/moving_variance" 6825 attr { 6826 key: "data_format" 6827 value { 6828 s: "NHWC" 6829 } 6830 } 6831 attr { 6832 key: "epsilon" 6833 value { 6834 f: 0.001 6835 } 6836 } 6837 attr { 6838 key: "U" 6839 value { 6840 type: DT_FLOAT 6841 } 6842 } 6843 } 6844 node { 6845 name: "FeatureExtractor/MobilenetV3/layer_17_1_Conv2d_4_1x1_128/Relu6" 6846 op: "Relu6" 6847 input: "FeatureExtractor/MobilenetV3/layer_17_1_Conv2d_4_1x1_128/BatchNorm/FusedBatchNormV3" 6848 } 6849 node { 6850 name: "FeatureExtractor/MobilenetV3/layer_17_2_Conv2d_4_3x3_s2_256_depthwise/depthwise" 6851 op: "DepthwiseConv2dNative" 6852 input: 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