Deep Residual Learning for Image Recognition浅读与实现

001 00001 |Loss: 2.346 | Acc: 10.938% 001 00002 |Loss: 2.671 | Acc: 11.328% 001 00003 |Loss: 2.886 | Acc: 13.542% 001 00004 |Loss: 3.517 | Acc: 12.891% 001 00005 |Loss: 3.538 | Acc: 14.062% 001 00006 |Loss: 3.614 | Acc: 13.021% 001 00007 |Loss: 3.538 | Acc: 13.393% 001 00008 |Loss: 3.573 | Acc: 13.477% 001 00009 |Loss: 3.530 | Acc: 14.062% 001 00010 |Loss: 3.476 | Acc: 14.219% 001 00011 |Loss: 3.414 | Acc: 14.276% 001 00012 |Loss: 3.375 | Acc: 14.974% 001 00013 |Loss: 3.347 | Acc: 14.663% 001 00014 |Loss: 3.287 | Acc: 15.011% 001 00015 |Loss: 3.272 | Acc: 15.104% 001 00016 |Loss: 3.243 | Acc: 15.137% 001 00017 |Loss: 3.204 | Acc: 15.028% 001 00018 |Loss: 3.174 | Acc: 15.104% 001 00019 |Loss: 3.136 | Acc: 15.502% 001 00020 |Loss: 3.114 | Acc: 15.703% 001 00021 |Loss: 3.083 | Acc: 15.848% 001 00022 |Loss: 3.067 | Acc: 15.838% 001 00023 |Loss: 3.028 | Acc: 16.135% 001 00024 |Loss: 3.000 | Acc: 16.341% 001 00025 |Loss: 2.963 | Acc: 16.500% 001 00026 |Loss: 2.940 | Acc: 16.617% 001 00027 |Loss: 2.913 | Acc: 16.753% 001 00028 |Loss: 2.887 | Acc: 16.797% 001 00029 |Loss: 2.866 | Acc: 16.810% 001 00030 |Loss: 2.843 | Acc: 16.771% 001 00031 |Loss: 2.818 | Acc: 16.935% 001 00032 |Loss: 2.794 | Acc: 17.065% 001 00033 |Loss: 2.781 | Acc: 17.235% 001 00034 |Loss: 2.760 | Acc: 17.325% 001 00035 |Loss: 2.740 | Acc: 17.299% 001 00036 |Loss: 2.729 | Acc: 17.209% 001 00037 |Loss: 2.716 | Acc: 17.293% 001 00038 |Loss: 2.700 | Acc: 17.434% 001 00039 |Loss: 2.683 | Acc: 17.588% 001 00040 |Loss: 2.672 | Acc: 17.559% 001 00041 |Loss: 2.658 | Acc: 17.626% 001 00042 |Loss: 2.646 | Acc: 17.671% 001 00043 |Loss: 2.629 | Acc: 17.951% 001 00044 |Loss: 2.616 | Acc: 18.058% 001 00045 |Loss: 2.605 | Acc: 18.003% 001 00046 |Loss: 2.596 | Acc: 18.088% 001 00047 |Loss: 2.585 | Acc: 18.301% 001 00048 |Loss: 2.573 | Acc: 18.571% 001 00049 |Loss: 2.564 | Acc: 18.622% 001 00050 |Loss: 2.557 | Acc: 18.766% 001 00051 |Loss: 2.548 | Acc: 18.658% 001 00052 |Loss: 2.538 | Acc: 18.765% 001 00053 |Loss: 2.527 | Acc: 18.956% 001 00054 |Loss: 2.522 | Acc: 18.822% 001 00055 |Loss: 2.514 | Acc: 18.849% 001 00056 |Loss: 2.509 | Acc: 18.834% 001 00057 |Loss: 2.502 | Acc: 18.914% 001 00058 |Loss: 2.493 | Acc: 19.006% 001 00059 |Loss: 2.487 | Acc: 18.922% 001 00060 |Loss: 2.479 | Acc: 18.958% 001 00061 |Loss: 2.470 | Acc: 19.160% 001 00062 |Loss: 2.464 | Acc: 19.216% 001 00063 |Loss: 2.457 | Acc: 19.283% 001 00064 |Loss: 2.448 | Acc: 19.348% 001 00065 |Loss: 2.442 | Acc: 19.315% 001 00066 |Loss: 2.434 | Acc: 19.354% 001 00067 |Loss: 2.430 | Acc: 19.438% 001 00068 |Loss: 2.423 | Acc: 19.451% 001 00069 |Loss: 2.416 | Acc: 19.622% 001 00070 |Loss: 2.409 | Acc: 19.699% 001 00071 |Loss: 2.402 | Acc: 19.861% 001 00072 |Loss: 2.396 | Acc: 19.933% 001 00073 |Loss: 2.389 | Acc: 19.981% 001 00074 |Loss: 2.386 | Acc: 19.954% 001 00075 |Loss: 2.382 | Acc: 19.948% 001 00076 |Loss: 2.376 | Acc: 20.066% 001 00077 |Loss: 2.371 | Acc: 20.140% 001 00078 |Loss: 2.366 | Acc: 20.182% 001 00079 |Loss: 2.361 | Acc: 20.243% 001 00080 |Loss: 2.358 | Acc: 20.312% 001 00081 |Loss: 2.354 | Acc: 20.370% 001 00082 |Loss: 2.349 | Acc: 20.427% 001 00083 |Loss: 2.344 | Acc: 20.482% 001 00084 |Loss: 2.340 | Acc: 20.480% 001 00085 |Loss: 2.338 | Acc: 20.533% 001 00086 |Loss: 2.335 | Acc: 20.621% 001 00087 |Loss: 2.331 | Acc: 20.600% 001 00088 |Loss: 2.327 | Acc: 20.570% 001 00089 |Loss: 2.323 | Acc: 20.734% 001 00090 |Loss: 2.319 | Acc: 20.773% 001 00091 |Loss: 2.315 | Acc: 20.802% 001 00092 |Loss: 2.313 | Acc: 20.864% 001 00093 |Loss: 2.313 | Acc: 20.909% 001 00094 |Loss: 2.307 | Acc: 21.036% 001 00095 |Loss: 2.304 | Acc: 21.020% 001 00096 |Loss: 2.299 | Acc: 21.134% 001 00097 |Loss: 2.296 | Acc: 21.166% 001 00098 |Loss: 2.292 | Acc: 21.285% 001 00099 |Loss: 2.289 | Acc: 21.307% 001 00100 |Loss: 2.286 | Acc: 21.312% 001 00101 |Loss: 2.282 | Acc: 21.303% 001 00102 |Loss: 2.279 | Acc: 21.331% 001 00103 |Loss: 2.276 | Acc: 21.382% 001 00104 |Loss: 2.271 | Acc: 21.462% 001 00105 |Loss: 2.268 | Acc: 21.451% 001 00106 |Loss: 2.265 | Acc: 21.477% 001 00107 |Loss: 2.262 | Acc: 21.568% 001 00108 |Loss: 2.260 | Acc: 21.593% 001 00109 |Loss: 2.257 | Acc: 21.660% 001 00110 |Loss: 2.254 | Acc: 21.719% 001 00111 |Loss: 2.251 | Acc: 21.734% 001 00112 |Loss: 2.247 | Acc: 21.735% 001 00113 |Loss: 2.244 | Acc: 21.778% 001 00114 |Loss: 2.241 | Acc: 21.779% 001 00115 |Loss: 2.238 | Acc: 21.827% 001 00116 |Loss: 2.236 | Acc: 21.841% 001 00117 |Loss: 2.233 | Acc: 21.888% 001 00118 |Loss: 2.230 | Acc: 21.862% 001 00119 |Loss: 2.227 | Acc: 21.941% 001 00120 |Loss: 2.224 | Acc: 21.992% 001 00121 |Loss: 2.222 | Acc: 21.965% 001 00122 |Loss: 2.219 | Acc: 22.003% 001 00123 |Loss: 2.215 | Acc: 22.104% 001 00124 |Loss: 2.212 | Acc: 22.190% 001 00125 |Loss: 2.209 | Acc: 22.219% 001 00126 |Loss: 2.207 | Acc: 22.290% 001 00127 |Loss: 2.204 | Acc: 22.355% 001 00128 |Loss: 2.200 | Acc: 22.430% 001 00129 |Loss: 2.196 | Acc: 22.493% 001 00130 |Loss: 2.194 | Acc: 22.578% 001 00131 |Loss: 2.190 | Acc: 22.626% 001 00132 |Loss: 2.187 | Acc: 22.704% 001 00133 |Loss: 2.184 | Acc: 22.733% 001 00134 |Loss: 2.180 | Acc: 22.831% 001 00135 |Loss: 2.178 | Acc: 22.882% 001 00136 |Loss: 2.175 | Acc: 22.955% 001 00137 |Loss: 2.173 | Acc: 22.993% 001 00138 |Loss: 2.169 | Acc: 23.070% 001 00139 |Loss: 2.167 | Acc: 23.078% 001 00140 |Loss: 2.164 | Acc: 23.108% 001 00141 |Loss: 2.161 | Acc: 23.144% 001 00142 |Loss: 2.159 | Acc: 23.184% 001 00143 |Loss: 2.156 | Acc: 23.214% 001 00144 |Loss: 2.155 | Acc: 23.269% 001 00145 |Loss: 2.152 | Acc: 23.292% 001 00146 |Loss: 2.151 | Acc: 23.320% 001 00147 |Loss: 2.148 | Acc: 23.368% 001 00148 |Loss: 2.147 | Acc: 23.422% 001 00149 |Loss: 2.144 | Acc: 23.495% 001 00150 |Loss: 2.142 | Acc: 23.521% 001 00151 |Loss: 2.140 | Acc: 23.577% 001 00152 |Loss: 2.138 | Acc: 23.664% 001 00153 |Loss: 2.136 | Acc: 23.693% 001 00154 |Loss: 2.134 | Acc: 23.711% 001 00155 |Loss: 2.132 | Acc: 23.720% 001 00156 |Loss: 2.131 | Acc: 23.758% 001 00157 |Loss: 2.128 | Acc: 23.821% 001 00158 |Loss: 2.127 | Acc: 23.873% 001 00159 |Loss: 2.125 | Acc: 23.914% 001 00160 |Loss: 2.124 | Acc: 23.936% 001 00161 |Loss: 2.121 | Acc: 23.996% 001 00162 |Loss: 2.119 | Acc: 24.069% 001 00163 |Loss: 2.117 | Acc: 24.075% 001 00164 |Loss: 2.115 | Acc: 24.128% 001 00165 |Loss: 2.113 | Acc: 24.190% 001 00166 |Loss: 2.110 | Acc: 24.303% 001 00167 |Loss: 2.107 | Acc: 24.364% 001 00168 |Loss: 2.106 | Acc: 24.395% 001 00169 |Loss: 2.104 | Acc: 24.496% 001 00170 |Loss: 2.102 | Acc: 24.559% 001 00171 |Loss: 2.100 | Acc: 24.603% 001 00172 |Loss: 2.098 | Acc: 24.623% 001 00173 |Loss: 2.097 | Acc: 24.652% 001 00174 |Loss: 2.094 | Acc: 24.735% 001 00175 |Loss: 2.093 | Acc: 24.754% 001 00176 |Loss: 2.091 | Acc: 24.809% 001 00177 |Loss: 2.089 | Acc: 24.890% 001 00178 |Loss: 2.086 | Acc: 24.960% 001 00179 |Loss: 2.085 | Acc: 25.009% 001 00180 |Loss: 2.083 | Acc: 25.022% 001 00181 |Loss: 2.080 | Acc: 25.082% 001 00182 |Loss: 2.078 | Acc: 25.133% 001 00183 |Loss: 2.077 | Acc: 25.166% 001 00184 |Loss: 2.075 | Acc: 25.208% 001 00185 |Loss: 2.074 | Acc: 25.215% 001 00186 |Loss: 2.071 | Acc: 25.265% 001 00187 |Loss: 2.071 | Acc: 25.267% 001 00188 |Loss: 2.069 | Acc: 25.266% 001 00189 |Loss: 2.067 | Acc: 25.310% 001 00190 |Loss: 2.066 | Acc: 25.362% 001 00191 |Loss: 2.064 | Acc: 25.417% 001 00192 |Loss: 2.063 | Acc: 25.452% 001 00193 |Loss: 2.061 | Acc: 25.506% 001 00194 |Loss: 2.060 | Acc: 25.536% 001 00195 |Loss: 2.058 | Acc: 25.585% 001 00196 |Loss: 2.057 | Acc: 25.590% 001 00197 |Loss: 2.055 | Acc: 25.638% 001 00198 |Loss: 2.055 | Acc: 25.651% 001 00199 |Loss: 2.053 | Acc: 25.691% 001 00200 |Loss: 2.051 | Acc: 25.715% 0