--disable_warnings
DROP TABLE IF EXISTS t1;
--enable_warnings
CREATE TABLE t1 (c1 INTEGER) ;
INSERT INTO t1 VALUES(1);
CREATE TABLE t2 (c1 INTEGER) ;
INSERT INTO t2 VALUES(1);
CREATE TABLE t3 (c1 INTEGER) ;
INSERT INTO t3 VALUES(1);
CREATE TABLE t4 (c1 INTEGER) ;
INSERT INTO t4 VALUES(1);
CREATE TABLE t5 (c1 INTEGER) ;
INSERT INTO t5 VALUES(1);
CREATE TABLE t6 (c1 INTEGER) ;
INSERT INTO t6 VALUES(1);
CREATE TABLE t7 (c1 INTEGER) ;
INSERT INTO t7 VALUES(1);
CREATE TABLE t8 (c1 INTEGER) ;
INSERT INTO t8 VALUES(1);
CREATE TABLE t9 (c1 INTEGER) ;
INSERT INTO t9 VALUES(1);
CREATE TABLE t10 (c1 INTEGER) ;
INSERT INTO t10 VALUES(1);
CREATE TABLE t11 (c1 INTEGER) ;
INSERT INTO t11 VALUES(1);
CREATE TABLE t12 (c1 INTEGER) ;
INSERT INTO t12 VALUES(1);
CREATE TABLE t13 (c1 INTEGER) ;
INSERT INTO t13 VALUES(1);
CREATE TABLE t14 (c1 INTEGER) ;
INSERT INTO t14 VALUES(1);
CREATE TABLE t15 (c1 INTEGER) ;
INSERT INTO t15 VALUES(1);
CREATE TABLE t16 (c1 INTEGER) ;
INSERT INTO t16 VALUES(1);
CREATE TABLE t17 (c1 INTEGER) ;
INSERT INTO t17 VALUES(1);
CREATE TABLE t18 (c1 INTEGER) ;
INSERT INTO t18 VALUES(1);
CREATE TABLE t19 (c1 INTEGER) ;
INSERT INTO t19 VALUES(1);
CREATE TABLE t20 (c1 INTEGER) ;
INSERT INTO t20 VALUES(1);
CREATE TABLE t21 (c1 INTEGER) ;
INSERT INTO t21 VALUES(1);
CREATE TABLE t22 (c1 INTEGER) ;
INSERT INTO t22 VALUES(1);
CREATE TABLE t23 (c1 INTEGER) ;
INSERT INTO t23 VALUES(1);
CREATE TABLE t24 (c1 INTEGER) ;
INSERT INTO t24 VALUES(1);
CREATE TABLE t25 (c1 INTEGER) ;
INSERT INTO t25 VALUES(1);
CREATE TABLE t26 (c1 INTEGER) ;
INSERT INTO t26 VALUES(1);
CREATE TABLE t27 (c1 INTEGER) ;
INSERT INTO t27 VALUES(1);
CREATE TABLE t28 (c1 INTEGER) ;
INSERT INTO t28 VALUES(1);
CREATE TABLE t29 (c1 INTEGER) ;
INSERT INTO t29 VALUES(1);
CREATE TABLE t30 (c1 INTEGER) ;
INSERT INTO t30 VALUES(1);
CREATE TABLE t31 (c1 INTEGER) ;
INSERT INTO t31 VALUES(1);
CREATE TABLE t32 (c1 INTEGER) ;
INSERT INTO t32 VALUES(1);
CREATE TABLE t33 (c1 INTEGER) ;
INSERT INTO t33 VALUES(1);
CREATE TABLE t34 (c1 INTEGER) ;
INSERT INTO t34 VALUES(1);
CREATE TABLE t35 (c1 INTEGER) ;
INSERT INTO t35 VALUES(1);
CREATE TABLE t36 (c1 INTEGER) ;
INSERT INTO t36 VALUES(1);
CREATE TABLE t37 (c1 INTEGER) ;
INSERT INTO t37 VALUES(1);
CREATE TABLE t38 (c1 INTEGER) ;
INSERT INTO t38 VALUES(1);
CREATE TABLE t39 (c1 INTEGER) ;
INSERT INTO t39 VALUES(1);
CREATE TABLE t40 (c1 INTEGER) ;
INSERT INTO t40 VALUES(1);
CREATE TABLE t41 (c1 INTEGER) ;
INSERT INTO t41 VALUES(1);
CREATE TABLE t42 (c1 INTEGER) ;
INSERT INTO t42 VALUES(1);
CREATE TABLE t43 (c1 INTEGER) ;
INSERT INTO t43 VALUES(1);
CREATE TABLE t44 (c1 INTEGER) ;
INSERT INTO t44 VALUES(1);
CREATE TABLE t45 (c1 INTEGER) ;
INSERT INTO t45 VALUES(1);
CREATE TABLE t46 (c1 INTEGER) ;
INSERT INTO t46 VALUES(1);
CREATE TABLE t47 (c1 INTEGER) ;
INSERT INTO t47 VALUES(1);
CREATE TABLE t48 (c1 INTEGER) ;
INSERT INTO t48 VALUES(1);
CREATE TABLE t49 (c1 INTEGER) ;
INSERT INTO t49 VALUES(1);
CREATE TABLE t50 (c1 INTEGER) ;
INSERT INTO t50 VALUES(1);
CREATE TABLE t51 (c1 INTEGER) ;
INSERT INTO t51 VALUES(1);
CREATE TABLE t52 (c1 INTEGER) ;
INSERT INTO t52 VALUES(1);
CREATE TABLE t53 (c1 INTEGER) ;
INSERT INTO t53 VALUES(1);
CREATE TABLE t54 (c1 INTEGER) ;
INSERT INTO t54 VALUES(1);
CREATE TABLE t55 (c1 INTEGER) ;
INSERT INTO t55 VALUES(1);
CREATE TABLE t56 (c1 INTEGER) ;
INSERT INTO t56 VALUES(1);
CREATE TABLE t57 (c1 INTEGER) ;
INSERT INTO t57 VALUES(1);
CREATE TABLE t58 (c1 INTEGER) ;
INSERT INTO t58 VALUES(1);
CREATE TABLE t59 (c1 INTEGER) ;
INSERT INTO t59 VALUES(1);
CREATE TABLE t60 (c1 INTEGER) ;
INSERT INTO t60 VALUES(1);
CREATE TABLE t61 (c1 INTEGER) ;
INSERT INTO t61 VALUES(1);
CREATE TABLE t62 (c1 INTEGER) ;
INSERT INTO t62 VALUES(1);
CREATE TABLE t63 (c1 INTEGER) ;
INSERT INTO t63 VALUES(1);
CREATE TABLE t64 (c1 INTEGER) ;
INSERT INTO t64 VALUES(1);
CREATE TABLE t65 (c1 INTEGER) ;
INSERT INTO t65 VALUES(1);
CREATE TABLE t66 (c1 INTEGER) ;
INSERT INTO t66 VALUES(1);
CREATE TABLE t67 (c1 INTEGER) ;
INSERT INTO t67 VALUES(1);
CREATE TABLE t68 (c1 INTEGER) ;
INSERT INTO t68 VALUES(1);
CREATE TABLE t69 (c1 INTEGER) ;
INSERT INTO t69 VALUES(1);
CREATE TABLE t70 (c1 INTEGER) ;
INSERT INTO t70 VALUES(1);
CREATE TABLE t71 (c1 INTEGER) ;
INSERT INTO t71 VALUES(1);
CREATE TABLE t72 (c1 INTEGER) ;
INSERT INTO t72 VALUES(1);
CREATE TABLE t73 (c1 INTEGER) ;
INSERT INTO t73 VALUES(1);
CREATE TABLE t74 (c1 INTEGER) ;
INSERT INTO t74 VALUES(1);
CREATE TABLE t75 (c1 INTEGER) ;
INSERT INTO t75 VALUES(1);
CREATE TABLE t76 (c1 INTEGER) ;
INSERT INTO t76 VALUES(1);
CREATE TABLE t77 (c1 INTEGER) ;
INSERT INTO t77 VALUES(1);
CREATE TABLE t78 (c1 INTEGER) ;
INSERT INTO t78 VALUES(1);
CREATE TABLE t79 (c1 INTEGER) ;
INSERT INTO t79 VALUES(1);
CREATE TABLE t80 (c1 INTEGER) ;
INSERT INTO t80 VALUES(1);
CREATE TABLE t81 (c1 INTEGER) ;
INSERT INTO t81 VALUES(1);
CREATE TABLE t82 (c1 INTEGER) ;
INSERT INTO t82 VALUES(1);
CREATE TABLE t83 (c1 INTEGER) ;
INSERT INTO t83 VALUES(1);
CREATE TABLE t84 (c1 INTEGER) ;
INSERT INTO t84 VALUES(1);
CREATE TABLE t85 (c1 INTEGER) ;
INSERT INTO t85 VALUES(1);
CREATE TABLE t86 (c1 INTEGER) ;
INSERT INTO t86 VALUES(1);
CREATE TABLE t87 (c1 INTEGER) ;
INSERT INTO t87 VALUES(1);
CREATE TABLE t88 (c1 INTEGER) ;
INSERT INTO t88 VALUES(1);
CREATE TABLE t89 (c1 INTEGER) ;
INSERT INTO t89 VALUES(1);
CREATE TABLE t90 (c1 INTEGER) ;
INSERT INTO t90 VALUES(1);
CREATE TABLE t91 (c1 INTEGER) ;
INSERT INTO t91 VALUES(1);
CREATE TABLE t92 (c1 INTEGER) ;
INSERT INTO t92 VALUES(1);
CREATE TABLE t93 (c1 INTEGER) ;
INSERT INTO t93 VALUES(1);
CREATE TABLE t94 (c1 INTEGER) ;
INSERT INTO t94 VALUES(1);
CREATE TABLE t95 (c1 INTEGER) ;
INSERT INTO t95 VALUES(1);
CREATE TABLE t96 (c1 INTEGER) ;
INSERT INTO t96 VALUES(1);
CREATE TABLE t97 (c1 INTEGER) ;
INSERT INTO t97 VALUES(1);
CREATE TABLE t98 (c1 INTEGER) ;
INSERT INTO t98 VALUES(1);
CREATE TABLE t99 (c1 INTEGER) ;
INSERT INTO t99 VALUES(1);
CREATE TABLE t100 (c1 INTEGER) ;
INSERT INTO t100 VALUES(1);
CREATE TABLE t101 (c1 INTEGER) ;
INSERT INTO t101 VALUES(1);
CREATE TABLE t102 (c1 INTEGER) ;
INSERT INTO t102 VALUES(1);
CREATE TABLE t103 (c1 INTEGER) ;
INSERT INTO t103 VALUES(1);
CREATE TABLE t104 (c1 INTEGER) ;
INSERT INTO t104 VALUES(1);
CREATE TABLE t105 (c1 INTEGER) ;
INSERT INTO t105 VALUES(1);
CREATE TABLE t106 (c1 INTEGER) ;
INSERT INTO t106 VALUES(1);
CREATE TABLE t107 (c1 INTEGER) ;
INSERT INTO t107 VALUES(1);
CREATE TABLE t108 (c1 INTEGER) ;
INSERT INTO t108 VALUES(1);
CREATE TABLE t109 (c1 INTEGER) ;
INSERT INTO t109 VALUES(1);
CREATE TABLE t110 (c1 INTEGER) ;
INSERT INTO t110 VALUES(1);
CREATE TABLE t111 (c1 INTEGER) ;
INSERT INTO t111 VALUES(1);
CREATE TABLE t112 (c1 INTEGER) ;
INSERT INTO t112 VALUES(1);
CREATE TABLE t113 (c1 INTEGER) ;
INSERT INTO t113 VALUES(1);
CREATE TABLE t114 (c1 INTEGER) ;
INSERT INTO t114 VALUES(1);
CREATE TABLE t115 (c1 INTEGER) ;
INSERT INTO t115 VALUES(1);
CREATE TABLE t116 (c1 INTEGER) ;
INSERT INTO t116 VALUES(1);
CREATE TABLE t117 (c1 INTEGER) ;
INSERT INTO t117 VALUES(1);
CREATE TABLE t118 (c1 INTEGER) ;
INSERT INTO t118 VALUES(1);
CREATE TABLE t119 (c1 INTEGER) ;
INSERT INTO t119 VALUES(1);
CREATE TABLE t120 (c1 INTEGER) ;
INSERT INTO t120 VALUES(1);
CREATE TABLE t121 (c1 INTEGER) ;
INSERT INTO t121 VALUES(1);
CREATE TABLE t122 (c1 INTEGER) ;
INSERT INTO t122 VALUES(1);
CREATE TABLE t123 (c1 INTEGER) ;
INSERT INTO t123 VALUES(1);
CREATE TABLE t124 (c1 INTEGER) ;
INSERT INTO t124 VALUES(1);
CREATE TABLE t125 (c1 INTEGER) ;
INSERT INTO t125 VALUES(1);
CREATE TABLE t126 (c1 INTEGER) ;
INSERT INTO t126 VALUES(1);
CREATE TABLE t127 (c1 INTEGER) ;
INSERT INTO t127 VALUES(1);
CREATE TABLE t128 (c1 INTEGER) ;
INSERT INTO t128 VALUES(1);
CREATE TABLE t129 (c1 INTEGER) ;
INSERT INTO t129 VALUES(1);
CREATE TABLE t130 (c1 INTEGER) ;
INSERT INTO t130 VALUES(1);
CREATE TABLE t131 (c1 INTEGER) ;
INSERT INTO t131 VALUES(1);
CREATE TABLE t132 (c1 INTEGER) ;
INSERT INTO t132 VALUES(1);
CREATE TABLE t133 (c1 INTEGER) ;
INSERT INTO t133 VALUES(1);
CREATE TABLE t134 (c1 INTEGER) ;
INSERT INTO t134 VALUES(1);
CREATE TABLE t135 (c1 INTEGER) ;
INSERT INTO t135 VALUES(1);
CREATE TABLE t136 (c1 INTEGER) ;
INSERT INTO t136 VALUES(1);
CREATE TABLE t137 (c1 INTEGER) ;
INSERT INTO t137 VALUES(1);
CREATE TABLE t138 (c1 INTEGER) ;
INSERT INTO t138 VALUES(1);
CREATE TABLE t139 (c1 INTEGER) ;
INSERT INTO t139 VALUES(1);
CREATE TABLE t140 (c1 INTEGER) ;
INSERT INTO t140 VALUES(1);
CREATE TABLE t141 (c1 INTEGER) ;
INSERT INTO t141 VALUES(1);
CREATE TABLE t142 (c1 INTEGER) ;
INSERT INTO t142 VALUES(1);
CREATE TABLE t143 (c1 INTEGER) ;
INSERT INTO t143 VALUES(1);
CREATE TABLE t144 (c1 INTEGER) ;
INSERT INTO t144 VALUES(1);
CREATE TABLE t145 (c1 INTEGER) ;
INSERT INTO t145 VALUES(1);
CREATE TABLE t146 (c1 INTEGER) ;
INSERT INTO t146 VALUES(1);
CREATE TABLE t147 (c1 INTEGER) ;
INSERT INTO t147 VALUES(1);
CREATE TABLE t148 (c1 INTEGER) ;
INSERT INTO t148 VALUES(1);
CREATE TABLE t149 (c1 INTEGER) ;
INSERT INTO t149 VALUES(1);
CREATE TABLE t150 (c1 INTEGER) ;
INSERT INTO t150 VALUES(1);
CREATE TABLE t151 (c1 INTEGER) ;
INSERT INTO t151 VALUES(1);
CREATE TABLE t152 (c1 INTEGER) ;
INSERT INTO t152 VALUES(1);
CREATE TABLE t153 (c1 INTEGER) ;
INSERT INTO t153 VALUES(1);
CREATE TABLE t154 (c1 INTEGER) ;
INSERT INTO t154 VALUES(1);
CREATE TABLE t155 (c1 INTEGER) ;
INSERT INTO t155 VALUES(1);
CREATE TABLE t156 (c1 INTEGER) ;
INSERT INTO t156 VALUES(1);
CREATE TABLE t157 (c1 INTEGER) ;
INSERT INTO t157 VALUES(1);
CREATE TABLE t158 (c1 INTEGER) ;
INSERT INTO t158 VALUES(1);
CREATE TABLE t159 (c1 INTEGER) ;
INSERT INTO t159 VALUES(1);
CREATE TABLE t160 (c1 INTEGER) ;
INSERT INTO t160 VALUES(1);
CREATE TABLE t161 (c1 INTEGER) ;
INSERT INTO t161 VALUES(1);
CREATE TABLE t162 (c1 INTEGER) ;
INSERT INTO t162 VALUES(1);
CREATE TABLE t163 (c1 INTEGER) ;
INSERT INTO t163 VALUES(1);
CREATE TABLE t164 (c1 INTEGER) ;
INSERT INTO t164 VALUES(1);
CREATE TABLE t165 (c1 INTEGER) ;
INSERT INTO t165 VALUES(1);
CREATE TABLE t166 (c1 INTEGER) ;
INSERT INTO t166 VALUES(1);
CREATE TABLE t167 (c1 INTEGER) ;
INSERT INTO t167 VALUES(1);
CREATE TABLE t168 (c1 INTEGER) ;
INSERT INTO t168 VALUES(1);
CREATE TABLE t169 (c1 INTEGER) ;
INSERT INTO t169 VALUES(1);
CREATE TABLE t170 (c1 INTEGER) ;
INSERT INTO t170 VALUES(1);
CREATE TABLE t171 (c1 INTEGER) ;
INSERT INTO t171 VALUES(1);
CREATE TABLE t172 (c1 INTEGER) ;
INSERT INTO t172 VALUES(1);
CREATE TABLE t173 (c1 INTEGER) ;
INSERT INTO t173 VALUES(1);
CREATE TABLE t174 (c1 INTEGER) ;
INSERT INTO t174 VALUES(1);
CREATE TABLE t175 (c1 INTEGER) ;
INSERT INTO t175 VALUES(1);
CREATE TABLE t176 (c1 INTEGER) ;
INSERT INTO t176 VALUES(1);
CREATE TABLE t177 (c1 INTEGER) ;
INSERT INTO t177 VALUES(1);
CREATE TABLE t178 (c1 INTEGER) ;
INSERT INTO t178 VALUES(1);
CREATE TABLE t179 (c1 INTEGER) ;
INSERT INTO t179 VALUES(1);
CREATE TABLE t180 (c1 INTEGER) ;
INSERT INTO t180 VALUES(1);
CREATE TABLE t181 (c1 INTEGER) ;
INSERT INTO t181 VALUES(1);
CREATE TABLE t182 (c1 INTEGER) ;
INSERT INTO t182 VALUES(1);
CREATE TABLE t183 (c1 INTEGER) ;
INSERT INTO t183 VALUES(1);
CREATE TABLE t184 (c1 INTEGER) ;
INSERT INTO t184 VALUES(1);
CREATE TABLE t185 (c1 INTEGER) ;
INSERT INTO t185 VALUES(1);
CREATE TABLE t186 (c1 INTEGER) ;
INSERT INTO t186 VALUES(1);
CREATE TABLE t187 (c1 INTEGER) ;
INSERT INTO t187 VALUES(1);
CREATE TABLE t188 (c1 INTEGER) ;
INSERT INTO t188 VALUES(1);
CREATE TABLE t189 (c1 INTEGER) ;
INSERT INTO t189 VALUES(1);
CREATE TABLE t190 (c1 INTEGER) ;
INSERT INTO t190 VALUES(1);
CREATE TABLE t191 (c1 INTEGER) ;
INSERT INTO t191 VALUES(1);
CREATE TABLE t192 (c1 INTEGER) ;
INSERT INTO t192 VALUES(1);
CREATE TABLE t193 (c1 INTEGER) ;
INSERT INTO t193 VALUES(1);
CREATE TABLE t194 (c1 INTEGER) ;
INSERT INTO t194 VALUES(1);
CREATE TABLE t195 (c1 INTEGER) ;
INSERT INTO t195 VALUES(1);
CREATE TABLE t196 (c1 INTEGER) ;
INSERT INTO t196 VALUES(1);
CREATE TABLE t197 (c1 INTEGER) ;
INSERT INTO t197 VALUES(1);
CREATE TABLE t198 (c1 INTEGER) ;
INSERT INTO t198 VALUES(1);
CREATE TABLE t199 (c1 INTEGER) ;
INSERT INTO t199 VALUES(1);
CREATE TABLE t200 (c1 INTEGER) ;
INSERT INTO t200 VALUES(1);
CREATE TABLE t201 (c1 INTEGER) ;
INSERT INTO t201 VALUES(1);
CREATE TABLE t202 (c1 INTEGER) ;
INSERT INTO t202 VALUES(1);
CREATE TABLE t203 (c1 INTEGER) ;
INSERT INTO t203 VALUES(1);
CREATE TABLE t204 (c1 INTEGER) ;
INSERT INTO t204 VALUES(1);
CREATE TABLE t205 (c1 INTEGER) ;
INSERT INTO t205 VALUES(1);
CREATE TABLE t206 (c1 INTEGER) ;
INSERT INTO t206 VALUES(1);
CREATE TABLE t207 (c1 INTEGER) ;
INSERT INTO t207 VALUES(1);
CREATE TABLE t208 (c1 INTEGER) ;
INSERT INTO t208 VALUES(1);
CREATE TABLE t209 (c1 INTEGER) ;
INSERT INTO t209 VALUES(1);
CREATE TABLE t210 (c1 INTEGER) ;
INSERT INTO t210 VALUES(1);
CREATE TABLE t211 (c1 INTEGER) ;
INSERT INTO t211 VALUES(1);
CREATE TABLE t212 (c1 INTEGER) ;
INSERT INTO t212 VALUES(1);
CREATE TABLE t213 (c1 INTEGER) ;
INSERT INTO t213 VALUES(1);
CREATE TABLE t214 (c1 INTEGER) ;
INSERT INTO t214 VALUES(1);
CREATE TABLE t215 (c1 INTEGER) ;
INSERT INTO t215 VALUES(1);
CREATE TABLE t216 (c1 INTEGER) ;
INSERT INTO t216 VALUES(1);
CREATE TABLE t217 (c1 INTEGER) ;
INSERT INTO t217 VALUES(1);
CREATE TABLE t218 (c1 INTEGER) ;
INSERT INTO t218 VALUES(1);
CREATE TABLE t219 (c1 INTEGER) ;
INSERT INTO t219 VALUES(1);
CREATE TABLE t220 (c1 INTEGER) ;
INSERT INTO t220 VALUES(1);
CREATE TABLE t221 (c1 INTEGER) ;
INSERT INTO t221 VALUES(1);
CREATE TABLE t222 (c1 INTEGER) ;
INSERT INTO t222 VALUES(1);
CREATE TABLE t223 (c1 INTEGER) ;
INSERT INTO t223 VALUES(1);
CREATE TABLE t224 (c1 INTEGER) ;
INSERT INTO t224 VALUES(1);
CREATE TABLE t225 (c1 INTEGER) ;
INSERT INTO t225 VALUES(1);
CREATE TABLE t226 (c1 INTEGER) ;
INSERT INTO t226 VALUES(1);
CREATE TABLE t227 (c1 INTEGER) ;
INSERT INTO t227 VALUES(1);
CREATE TABLE t228 (c1 INTEGER) ;
INSERT INTO t228 VALUES(1);
CREATE TABLE t229 (c1 INTEGER) ;
INSERT INTO t229 VALUES(1);
CREATE TABLE t230 (c1 INTEGER) ;
INSERT INTO t230 VALUES(1);
CREATE TABLE t231 (c1 INTEGER) ;
INSERT INTO t231 VALUES(1);
CREATE TABLE t232 (c1 INTEGER) ;
INSERT INTO t232 VALUES(1);
CREATE TABLE t233 (c1 INTEGER) ;
INSERT INTO t233 VALUES(1);
CREATE TABLE t234 (c1 INTEGER) ;
INSERT INTO t234 VALUES(1);
CREATE TABLE t235 (c1 INTEGER) ;
INSERT INTO t235 VALUES(1);
CREATE TABLE t236 (c1 INTEGER) ;
INSERT INTO t236 VALUES(1);
CREATE TABLE t237 (c1 INTEGER) ;
INSERT INTO t237 VALUES(1);
CREATE TABLE t238 (c1 INTEGER) ;
INSERT INTO t238 VALUES(1);
CREATE TABLE t239 (c1 INTEGER) ;
INSERT INTO t239 VALUES(1);
CREATE TABLE t240 (c1 INTEGER) ;
INSERT INTO t240 VALUES(1);
CREATE TABLE t241 (c1 INTEGER) ;
INSERT INTO t241 VALUES(1);
CREATE TABLE t242 (c1 INTEGER) ;
INSERT INTO t242 VALUES(1);
CREATE TABLE t243 (c1 INTEGER) ;
INSERT INTO t243 VALUES(1);
CREATE TABLE t244 (c1 INTEGER) ;
INSERT INTO t244 VALUES(1);
CREATE TABLE t245 (c1 INTEGER) ;
INSERT INTO t245 VALUES(1);
CREATE TABLE t246 (c1 INTEGER) ;
INSERT INTO t246 VALUES(1);
CREATE TABLE t247 (c1 INTEGER) ;
INSERT INTO t247 VALUES(1);
CREATE TABLE t248 (c1 INTEGER) ;
INSERT INTO t248 VALUES(1);
CREATE TABLE t249 (c1 INTEGER) ;
INSERT INTO t249 VALUES(1);
CREATE TABLE t250 (c1 INTEGER) ;
INSERT INTO t250 VALUES(1);
CREATE TABLE t251 (c1 INTEGER) ;
INSERT INTO t251 VALUES(1);
CREATE TABLE t252 (c1 INTEGER) ;
INSERT INTO t252 VALUES(1);
CREATE TABLE t253 (c1 INTEGER) ;
INSERT INTO t253 VALUES(1);
CREATE TABLE t254 (c1 INTEGER) ;
INSERT INTO t254 VALUES(1);
CREATE TABLE t255 (c1 INTEGER) ;
INSERT INTO t255 VALUES(1);
CREATE TABLE t256 (c1 INTEGER) ;
INSERT INTO t256 VALUES(1);
CREATE TABLE t257 (c1 INTEGER) ;
INSERT INTO t257 VALUES(1);
CREATE TABLE t258 (c1 INTEGER) ;
INSERT INTO t258 VALUES(1);
CREATE TABLE t259 (c1 INTEGER) ;
INSERT INTO t259 VALUES(1);
CREATE TABLE t260 (c1 INTEGER) ;
INSERT INTO t260 VALUES(1);
CREATE TABLE t261 (c1 INTEGER) ;
INSERT INTO t261 VALUES(1);
CREATE TABLE t262 (c1 INTEGER) ;
INSERT INTO t262 VALUES(1);
CREATE TABLE t263 (c1 INTEGER) ;
INSERT INTO t263 VALUES(1);
CREATE TABLE t264 (c1 INTEGER) ;
INSERT INTO t264 VALUES(1);
CREATE TABLE t265 (c1 INTEGER) ;
INSERT INTO t265 VALUES(1);
CREATE TABLE t266 (c1 INTEGER) ;
INSERT INTO t266 VALUES(1);
CREATE TABLE t267 (c1 INTEGER) ;
INSERT INTO t267 VALUES(1);
CREATE TABLE t268 (c1 INTEGER) ;
INSERT INTO t268 VALUES(1);
CREATE TABLE t269 (c1 INTEGER) ;
INSERT INTO t269 VALUES(1);
CREATE TABLE t270 (c1 INTEGER) ;
INSERT INTO t270 VALUES(1);
CREATE TABLE t271 (c1 INTEGER) ;
INSERT INTO t271 VALUES(1);
CREATE TABLE t272 (c1 INTEGER) ;
INSERT INTO t272 VALUES(1);
CREATE TABLE t273 (c1 INTEGER) ;
INSERT INTO t273 VALUES(1);
CREATE TABLE t274 (c1 INTEGER) ;
INSERT INTO t274 VALUES(1);
CREATE TABLE t275 (c1 INTEGER) ;
INSERT INTO t275 VALUES(1);
CREATE TABLE t276 (c1 INTEGER) ;
INSERT INTO t276 VALUES(1);
CREATE TABLE t277 (c1 INTEGER) ;
INSERT INTO t277 VALUES(1);
CREATE TABLE t278 (c1 INTEGER) ;
INSERT INTO t278 VALUES(1);
CREATE TABLE t279 (c1 INTEGER) ;
INSERT INTO t279 VALUES(1);
CREATE TABLE t280 (c1 INTEGER) ;
INSERT INTO t280 VALUES(1);
CREATE TABLE t281 (c1 INTEGER) ;
INSERT INTO t281 VALUES(1);
CREATE TABLE t282 (c1 INTEGER) ;
INSERT INTO t282 VALUES(1);
CREATE TABLE t283 (c1 INTEGER) ;
INSERT INTO t283 VALUES(1);
CREATE TABLE t284 (c1 INTEGER) ;
INSERT INTO t284 VALUES(1);
CREATE TABLE t285 (c1 INTEGER) ;
INSERT INTO t285 VALUES(1);
CREATE TABLE t286 (c1 INTEGER) ;
INSERT INTO t286 VALUES(1);
CREATE TABLE t287 (c1 INTEGER) ;
INSERT INTO t287 VALUES(1);
CREATE TABLE t288 (c1 INTEGER) ;
INSERT INTO t288 VALUES(1);
CREATE TABLE t289 (c1 INTEGER) ;
INSERT INTO t289 VALUES(1);
CREATE TABLE t290 (c1 INTEGER) ;
INSERT INTO t290 VALUES(1);
CREATE TABLE t291 (c1 INTEGER) ;
INSERT INTO t291 VALUES(1);
CREATE TABLE t292 (c1 INTEGER) ;
INSERT INTO t292 VALUES(1);
CREATE TABLE t293 (c1 INTEGER) ;
INSERT INTO t293 VALUES(1);
CREATE TABLE t294 (c1 INTEGER) ;
INSERT INTO t294 VALUES(1);
CREATE TABLE t295 (c1 INTEGER) ;
INSERT INTO t295 VALUES(1);
CREATE TABLE t296 (c1 INTEGER) ;
INSERT INTO t296 VALUES(1);
CREATE TABLE t297 (c1 INTEGER) ;
INSERT INTO t297 VALUES(1);
CREATE TABLE t298 (c1 INTEGER) ;
INSERT INTO t298 VALUES(1);
CREATE TABLE t299 (c1 INTEGER) ;
INSERT INTO t299 VALUES(1);
CREATE TABLE t300 (c1 INTEGER) ;
INSERT INTO t300 VALUES(1);
CREATE TABLE t301 (c1 INTEGER) ;
INSERT INTO t301 VALUES(1);
CREATE TABLE t302 (c1 INTEGER) ;
INSERT INTO t302 VALUES(1);
CREATE TABLE t303 (c1 INTEGER) ;
INSERT INTO t303 VALUES(1);
CREATE TABLE t304 (c1 INTEGER) ;
INSERT INTO t304 VALUES(1);
CREATE TABLE t305 (c1 INTEGER) ;
INSERT INTO t305 VALUES(1);
CREATE TABLE t306 (c1 INTEGER) ;
INSERT INTO t306 VALUES(1);
CREATE TABLE t307 (c1 INTEGER) ;
INSERT INTO t307 VALUES(1);
CREATE TABLE t308 (c1 INTEGER) ;
INSERT INTO t308 VALUES(1);
CREATE TABLE t309 (c1 INTEGER) ;
INSERT INTO t309 VALUES(1);
CREATE TABLE t310 (c1 INTEGER) ;
INSERT INTO t310 VALUES(1);
CREATE TABLE t311 (c1 INTEGER) ;
INSERT INTO t311 VALUES(1);
CREATE TABLE t312 (c1 INTEGER) ;
INSERT INTO t312 VALUES(1);
CREATE TABLE t313 (c1 INTEGER) ;
INSERT INTO t313 VALUES(1);
CREATE TABLE t314 (c1 INTEGER) ;
INSERT INTO t314 VALUES(1);
CREATE TABLE t315 (c1 INTEGER) ;
INSERT INTO t315 VALUES(1);
CREATE TABLE t316 (c1 INTEGER) ;
INSERT INTO t316 VALUES(1);
CREATE TABLE t317 (c1 INTEGER) ;
INSERT INTO t317 VALUES(1);
CREATE TABLE t318 (c1 INTEGER) ;
INSERT INTO t318 VALUES(1);
CREATE TABLE t319 (c1 INTEGER) ;
INSERT INTO t319 VALUES(1);
CREATE TABLE t320 (c1 INTEGER) ;
INSERT INTO t320 VALUES(1);
CREATE TABLE t321 (c1 INTEGER) ;
INSERT INTO t321 VALUES(1);
CREATE TABLE t322 (c1 INTEGER) ;
INSERT INTO t322 VALUES(1);
CREATE TABLE t323 (c1 INTEGER) ;
INSERT INTO t323 VALUES(1);
CREATE TABLE t324 (c1 INTEGER) ;
INSERT INTO t324 VALUES(1);
CREATE TABLE t325 (c1 INTEGER) ;
INSERT INTO t325 VALUES(1);
CREATE TABLE t326 (c1 INTEGER) ;
INSERT INTO t326 VALUES(1);
CREATE TABLE t327 (c1 INTEGER) ;
INSERT INTO t327 VALUES(1);
CREATE TABLE t328 (c1 INTEGER) ;
INSERT INTO t328 VALUES(1);
CREATE TABLE t329 (c1 INTEGER) ;
INSERT INTO t329 VALUES(1);
CREATE TABLE t330 (c1 INTEGER) ;
INSERT INTO t330 VALUES(1);
CREATE TABLE t331 (c1 INTEGER) ;
INSERT INTO t331 VALUES(1);
CREATE TABLE t332 (c1 INTEGER) ;
INSERT INTO t332 VALUES(1);
CREATE TABLE t333 (c1 INTEGER) ;
INSERT INTO t333 VALUES(1);
CREATE TABLE t334 (c1 INTEGER) ;
INSERT INTO t334 VALUES(1);
CREATE TABLE t335 (c1 INTEGER) ;
INSERT INTO t335 VALUES(1);
CREATE TABLE t336 (c1 INTEGER) ;
INSERT INTO t336 VALUES(1);
CREATE TABLE t337 (c1 INTEGER) ;
INSERT INTO t337 VALUES(1);
CREATE TABLE t338 (c1 INTEGER) ;
INSERT INTO t338 VALUES(1);
CREATE TABLE t339 (c1 INTEGER) ;
INSERT INTO t339 VALUES(1);
CREATE TABLE t340 (c1 INTEGER) ;
INSERT INTO t340 VALUES(1);
CREATE TABLE t341 (c1 INTEGER) ;
INSERT INTO t341 VALUES(1);
CREATE TABLE t342 (c1 INTEGER) ;
INSERT INTO t342 VALUES(1);
CREATE TABLE t343 (c1 INTEGER) ;
INSERT INTO t343 VALUES(1);
CREATE TABLE t344 (c1 INTEGER) ;
INSERT INTO t344 VALUES(1);
CREATE TABLE t345 (c1 INTEGER) ;
INSERT INTO t345 VALUES(1);
CREATE TABLE t346 (c1 INTEGER) ;
INSERT INTO t346 VALUES(1);
CREATE TABLE t347 (c1 INTEGER) ;
INSERT INTO t347 VALUES(1);
CREATE TABLE t348 (c1 INTEGER) ;
INSERT INTO t348 VALUES(1);
CREATE TABLE t349 (c1 INTEGER) ;
INSERT INTO t349 VALUES(1);
CREATE TABLE t350 (c1 INTEGER) ;
INSERT INTO t350 VALUES(1);
CREATE TABLE t351 (c1 INTEGER) ;
INSERT INTO t351 VALUES(1);
CREATE TABLE t352 (c1 INTEGER) ;
INSERT INTO t352 VALUES(1);
CREATE TABLE t353 (c1 INTEGER) ;
INSERT INTO t353 VALUES(1);
CREATE TABLE t354 (c1 INTEGER) ;
INSERT INTO t354 VALUES(1);
CREATE TABLE t355 (c1 INTEGER) ;
INSERT INTO t355 VALUES(1);
CREATE TABLE t356 (c1 INTEGER) ;
INSERT INTO t356 VALUES(1);
CREATE TABLE t357 (c1 INTEGER) ;
INSERT INTO t357 VALUES(1);
CREATE TABLE t358 (c1 INTEGER) ;
INSERT INTO t358 VALUES(1);
CREATE TABLE t359 (c1 INTEGER) ;
INSERT INTO t359 VALUES(1);
CREATE TABLE t360 (c1 INTEGER) ;
INSERT INTO t360 VALUES(1);
CREATE TABLE t361 (c1 INTEGER) ;
INSERT INTO t361 VALUES(1);
CREATE TABLE t362 (c1 INTEGER) ;
INSERT INTO t362 VALUES(1);
CREATE TABLE t363 (c1 INTEGER) ;
INSERT INTO t363 VALUES(1);
CREATE TABLE t364 (c1 INTEGER) ;
INSERT INTO t364 VALUES(1);
CREATE TABLE t365 (c1 INTEGER) ;
INSERT INTO t365 VALUES(1);
CREATE TABLE t366 (c1 INTEGER) ;
INSERT INTO t366 VALUES(1);
CREATE TABLE t367 (c1 INTEGER) ;
INSERT INTO t367 VALUES(1);
CREATE TABLE t368 (c1 INTEGER) ;
INSERT INTO t368 VALUES(1);
CREATE TABLE t369 (c1 INTEGER) ;
INSERT INTO t369 VALUES(1);
CREATE TABLE t370 (c1 INTEGER) ;
INSERT INTO t370 VALUES(1);
CREATE TABLE t371 (c1 INTEGER) ;
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DROP TABLE t2 ;
DROP TABLE t3 ;
DROP TABLE t4 ;
DROP TABLE t5 ;
DROP TABLE t6 ;
DROP TABLE t7 ;
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DROP TABLE t10 ;
DROP TABLE t11 ;
DROP TABLE t12 ;
DROP TABLE t13 ;
DROP TABLE t14 ;
DROP TABLE t15 ;
DROP TABLE t16 ;
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DROP TABLE t20 ;
DROP TABLE t21 ;
DROP TABLE t22 ;
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DROP TABLE t26 ;
DROP TABLE t27 ;
DROP TABLE t28 ;
DROP TABLE t29 ;
DROP TABLE t30 ;
DROP TABLE t31 ;
DROP TABLE t32 ;
DROP TABLE t33 ;
DROP TABLE t34 ;
DROP TABLE t35 ;
DROP TABLE t36 ;
DROP TABLE t37 ;
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DROP TABLE t61 ;
DROP TABLE t62 ;
DROP TABLE t63 ;
DROP TABLE t64 ;
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DROP TABLE t66 ;
DROP TABLE t67 ;
DROP TABLE t68 ;
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DROP TABLE t70 ;
DROP TABLE t71 ;
DROP TABLE t72 ;
DROP TABLE t73 ;
DROP TABLE t74 ;
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DROP TABLE t76 ;
DROP TABLE t77 ;
DROP TABLE t78 ;
DROP TABLE t79 ;
DROP TABLE t80 ;
DROP TABLE t81 ;
DROP TABLE t82 ;
DROP TABLE t83 ;
DROP TABLE t84 ;
DROP TABLE t85 ;
DROP TABLE t86 ;
DROP TABLE t87 ;
DROP TABLE t88 ;
DROP TABLE t89 ;
DROP TABLE t90 ;
DROP TABLE t91 ;
DROP TABLE t92 ;
DROP TABLE t93 ;
DROP TABLE t94 ;
DROP TABLE t95 ;
DROP TABLE t96 ;
DROP TABLE t97 ;
DROP TABLE t98 ;
DROP TABLE t99 ;
DROP TABLE t100 ;
DROP TABLE t101 ;
DROP TABLE t102 ;
DROP TABLE t103 ;
DROP TABLE t104 ;
DROP TABLE t105 ;
DROP TABLE t106 ;
DROP TABLE t107 ;
DROP TABLE t108 ;
DROP TABLE t109 ;
DROP TABLE t110 ;
DROP TABLE t111 ;
DROP TABLE t112 ;
DROP TABLE t113 ;
DROP TABLE t114 ;
DROP TABLE t115 ;
DROP TABLE t116 ;
DROP TABLE t117 ;
DROP TABLE t118 ;
DROP TABLE t119 ;
DROP TABLE t120 ;
DROP TABLE t121 ;
DROP TABLE t122 ;
DROP TABLE t123 ;
DROP TABLE t124 ;
DROP TABLE t125 ;
DROP TABLE t126 ;
DROP TABLE t127 ;
DROP TABLE t128 ;
DROP TABLE t129 ;
DROP TABLE t130 ;
DROP TABLE t131 ;
DROP TABLE t132 ;
DROP TABLE t133 ;
DROP TABLE t134 ;
DROP TABLE t135 ;
DROP TABLE t136 ;
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DROP TABLE t138 ;
DROP TABLE t139 ;
DROP TABLE t140 ;
DROP TABLE t141 ;
DROP TABLE t142 ;
DROP TABLE t143 ;
DROP TABLE t144 ;
DROP TABLE t145 ;
DROP TABLE t146 ;
DROP TABLE t147 ;
DROP TABLE t148 ;
DROP TABLE t149 ;
DROP TABLE t150 ;
DROP TABLE t151 ;
DROP TABLE t152 ;
DROP TABLE t153 ;
DROP TABLE t154 ;
DROP TABLE t155 ;
DROP TABLE t156 ;
DROP TABLE t157 ;
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DROP TABLE t159 ;
DROP TABLE t160 ;
DROP TABLE t161 ;
DROP TABLE t162 ;
DROP TABLE t163 ;
DROP TABLE t164 ;
DROP TABLE t165 ;
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DROP TABLE t169 ;
DROP TABLE t170 ;
DROP TABLE t171 ;
DROP TABLE t172 ;
DROP TABLE t173 ;
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DROP TABLE t175 ;
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DROP TABLE t189 ;
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DROP TABLE t191 ;
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DROP TABLE t195 ;
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DROP TABLE t197 ;
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DROP TABLE t203 ;
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DROP TABLE t205 ;
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DROP TABLE t222 ;
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DROP TABLE t228 ;
DROP TABLE t229 ;
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DROP TABLE t231 ;
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DROP TABLE t233 ;
DROP TABLE t234 ;
DROP TABLE t235 ;
DROP TABLE t236 ;
DROP TABLE t237 ;
DROP TABLE t238 ;
DROP TABLE t239 ;
DROP TABLE t240 ;
DROP TABLE t241 ;
DROP TABLE t242 ;
DROP TABLE t243 ;
DROP TABLE t244 ;
DROP TABLE t245 ;
DROP TABLE t246 ;
DROP TABLE t247 ;
DROP TABLE t248 ;
DROP TABLE t249 ;
DROP TABLE t250 ;
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DROP TABLE t253 ;
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DROP TABLE t257 ;
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DROP TABLE t261 ;
DROP TABLE t262 ;
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DROP TABLE t264 ;
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DROP TABLE t271 ;
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DROP TABLE t273 ;
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DROP TABLE t275 ;
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DROP TABLE t278 ;
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# -*-coding: utf-8 -*-

from __future__ import absolute_import, division, print_function

import os
import tensorflow as tf
import tensorflow.contrib.slim as slim
import numpy as np

from libs.networks import resnet, resnet_gluoncv, mobilenet_v2, xception
from libs.box_utils import anchor_utils, generate_anchors, generate_rotate_anchors
from libs.configs import cfgs
from libs.losses import losses
from libs.box_utils import show_box_in_tensor
from libs.detection_oprations.proposal_opr_ import postprocess_detctions
from libs.detection_oprations.anchor_target_layer_without_boxweight import anchor_target_layer

class DetectionNetwork(object):

    def __init__(self, base_network_name, is_training):

        self.base_network_name = base_network_name
        self.is_training = is_training
        if cfgs.METHOD == 'H':
            self.num_anchors_per_location = len(cfgs.ANCHOR_SCALES) * len(cfgs.ANCHOR_RATIOS)
        else:
            self.num_anchors_per_location = len(cfgs.ANCHOR_SCALES) * len(cfgs.ANCHOR_RATIOS) * len(cfgs.ANCHOR_ANGLES)
        self.method = cfgs.METHOD

    def build_base_network(self, input_img_batch):

        if self.base_network_name.startswith('resnet_v1'):
            return resnet.resnet_base(input_img_batch, scope_name=self.base_network_name, is_training=self.is_training)

        elif self.base_network_name in ['resnet152_v1d', 'resnet101_v1d', 'resnet50_v1d']:

            return resnet_gluoncv.resnet_base(input_img_batch, scope_name=self.base_network_name,
                                              is_training=self.is_training)

        elif self.base_network_name.startswith('MobilenetV2'):
            return mobilenet_v2.mobilenetv2_base(input_img_batch, is_training=self.is_training)

        elif self.base_network_name.startswith('xception'):
            return xception.xception_base(input_img_batch, is_training=self.is_training)

        else:
            raise ValueError('Sry, we only support resnet, mobilenet_v2 and xception')

    def rpn_cls_net(self, inputs, scope_list, reuse_flag, level):
        rpn_conv2d_3x3 = inputs
        for i in range(4):
            rpn_conv2d_3x3 = slim.conv2d(inputs=rpn_conv2d_3x3,
                                         num_outputs=256,
                                         kernel_size=[3, 3],
                                         stride=1,
                                         activation_fn=tf.nn.relu,
                                         weights_initializer=cfgs.SUBNETS_WEIGHTS_INITIALIZER,
                                         biases_initializer=cfgs.SUBNETS_BIAS_INITIALIZER,
                                         scope='{}_{}'.format(scope_list[0], i),
                                         reuse=reuse_flag)

        rpn_box_scores = slim.conv2d(rpn_conv2d_3x3,
                                     num_outputs=cfgs.CLASS_NUM * self.num_anchors_per_location,
                                     kernel_size=[3, 3],
                                     stride=1,
                                     weights_initializer=cfgs.SUBNETS_WEIGHTS_INITIALIZER,
                                     biases_initializer=cfgs.FINAL_CONV_BIAS_INITIALIZER,
                                     scope=scope_list[2],
                                     activation_fn=None,
                                     reuse=reuse_flag)

        rpn_box_scores = tf.reshape(rpn_box_scores, [-1, cfgs.CLASS_NUM],
                                    name='rpn_{}_classification_reshape'.format(level))
        rpn_box_probs = tf.sigmoid(rpn_box_scores, name='rpn_{}_classification_sigmoid'.format(level))

        return rpn_box_scores, rpn_box_probs

    def rpn_reg_net(self, inputs, scope_list, reuse_flag, level):
        rpn_delta_boxes = inputs
        for i in range(4):
            rpn_delta_boxes = slim.conv2d(inputs=rpn_delta_boxes,
                                          num_outputs=256,
                                          kernel_size=[3, 3],
                                          weights_initializer=cfgs.SUBNETS_WEIGHTS_INITIALIZER,
                                          biases_initializer=cfgs.SUBNETS_BIAS_INITIALIZER,
                                          stride=1,
                                          activation_fn=tf.nn.relu,
                                          scope='{}_{}'.format(scope_list[1], i),
                                          reuse=reuse_flag)

        rpn_delta_boxes = slim.conv2d(rpn_delta_boxes,
                                      num_outputs=5 * self.num_anchors_per_location,
                                      kernel_size=[3, 3],
                                      stride=1,
                                      weights_initializer=cfgs.SUBNETS_WEIGHTS_INITIALIZER,
                                      biases_initializer=cfgs.SUBNETS_BIAS_INITIALIZER,
                                      scope=scope_list[3],
                                      activation_fn=None,
                                      reuse=reuse_flag)

        rpn_delta_boxes = tf.reshape(rpn_delta_boxes, [-1, 5],
                                     name='rpn_{}_regression_reshape'.format(level))
        return rpn_delta_boxes

    def rpn_net(self, feature_pyramid):

        rpn_delta_boxes_list = []
        rpn_scores_list = []
        rpn_probs_list = []
        with tf.variable_scope('rpn_net'):
            with slim.arg_scope([slim.conv2d], weights_regularizer=slim.l2_regularizer(cfgs.WEIGHT_DECAY)):
                for level in cfgs.LEVEL:

                    if cfgs.SHARE_NET:
                        reuse_flag = None if level == 'P3' else True
                        scope_list = ['conv2d_3x3_cls', 'conv2d_3x3_reg', 'rpn_classification', 'rpn_regression']
                    else:
                        reuse_flag = None
                        scope_list = ['conv2d_3x3_cls_' + level, 'conv2d_3x3_reg_' + level,
                                      'rpn_classification_' + level, 'rpn_regression_' + level]

                    rpn_box_scores, rpn_box_probs = self.rpn_cls_net(feature_pyramid[level], scope_list, reuse_flag, level)
                    rpn_delta_boxes = self.rpn_reg_net(feature_pyramid[level], scope_list, reuse_flag, level)

                    rpn_scores_list.append(rpn_box_scores)
                    rpn_probs_list.append(rpn_box_probs)
                    rpn_delta_boxes_list.append(rpn_delta_boxes)

                rpn_all_delta_boxes = tf.concat(rpn_delta_boxes_list, axis=0)
                rpn_all_boxes_scores = tf.concat(rpn_scores_list, axis=0)
                rpn_all_boxes_probs = tf.concat(rpn_probs_list, axis=0)

            return rpn_all_delta_boxes, rpn_all_boxes_scores, rpn_all_boxes_probs

    def make_anchors(self, feature_pyramid):
        with tf.variable_scope('make_anchors'):
            anchor_list = []
            level_list = cfgs.LEVEL
            with tf.name_scope('make_anchors_all_level'):
                for level, base_anchor_size, stride in zip(level_list, cfgs.BASE_ANCHOR_SIZE_LIST, cfgs.ANCHOR_STRIDE):
                    '''
                    (level, base_anchor_size) tuple:
                    (P3, 32), (P4, 64), (P5, 128), (P6, 256), (P7, 512)
                    '''
                    featuremap_height, featuremap_width = tf.shape(feature_pyramid[level])[1], \
                                                          tf.shape(feature_pyramid[level])[2]

                    featuremap_height = tf.cast(featuremap_height, tf.float32)
                    featuremap_width = tf.cast(featuremap_width, tf.float32)

                    # tmp_anchors = anchor_utils.make_anchors(base_anchor_size=base_anchor_size,
                    #                                         anchor_scales=cfgs.ANCHOR_SCALES,
                    #                                         anchor_ratios=cfgs.ANCHOR_RATIOS,
                    #                                         featuremap_height=featuremap_height,
                    #                                         featuremap_width=featuremap_width,
                    #                                         stride=stride,
                    #                                         name='make_anchors_{}'.format(level))
                    if self.method == 'H':
                        tmp_anchors = tf.py_func(generate_anchors.generate_anchors_pre,
                                                 inp=[featuremap_height, featuremap_width, stride,
                                                      np.array(cfgs.ANCHOR_SCALES) * stride, cfgs.ANCHOR_RATIOS, 4.0],
                                                 Tout=[tf.float32])

                        tmp_anchors = tf.reshape(tmp_anchors, [-1, 4])
                    else:
                        tmp_anchors = generate_rotate_anchors.make_anchors(base_anchor_size=base_anchor_size,
                                                                           anchor_scales=cfgs.ANCHOR_SCALES,
                                                                           anchor_ratios=cfgs.ANCHOR_RATIOS,
                                                                           anchor_angles=cfgs.ANCHOR_ANGLES,
                                                                           featuremap_height=featuremap_height,
                                                                           featuremap_width=featuremap_width,
                                                                           stride=stride)
                        tmp_anchors = tf.reshape(tmp_anchors, [-1, 5])
                    anchor_list.append(tmp_anchors)

                all_level_anchors = tf.concat(anchor_list, axis=0)
            return all_level_anchors

    def add_anchor_img_smry(self, img, anchors, labels, method):

        positive_anchor_indices = tf.reshape(tf.where(tf.greater_equal(labels, 1)), [-1])
        # negative_anchor_indices = tf.reshape(tf.where(tf.equal(labels, 0)), [-1])

        positive_anchor = tf.gather(anchors, positive_anchor_indices)
        # negative_anchor = tf.gather(anchors, negative_anchor_indices)

        pos_in_img = show_box_in_tensor.only_draw_boxes(img_batch=img,
                                                        boxes=positive_anchor,
                                                        method=method)
        # neg_in_img = show_box_in_tensor.only_draw_boxes(img_batch=img,
        #                                                 boxes=negative_anchor)

        tf.summary.image('positive_anchor', pos_in_img)
        # tf.summary.image('negative_anchors', neg_in_img)

    def build_whole_detection_network(self, input_img_batch, gtboxes_batch_h, gtboxes_batch_r, gpu_id=0):

        if self.is_training:
            gtboxes_batch_h = tf.reshape(gtboxes_batch_h, [-1, 5])
            gtboxes_batch_h = tf.cast(gtboxes_batch_h, tf.float32)

            gtboxes_batch_r = tf.reshape(gtboxes_batch_r, [-1, 6])
            gtboxes_batch_r = tf.cast(gtboxes_batch_r, tf.float32)

        # 1. build base network
        feature_pyramid = self.build_base_network(input_img_batch)

        # 2. build rpn
        rpn_box_pred, rpn_cls_score, rpn_cls_prob = self.rpn_net(feature_pyramid)

        # 3. generate_anchors
        anchors = self.make_anchors(feature_pyramid)

        # 4. postprocess rpn proposals. such as: decode, clip, filter
        if not self.is_training:
            with tf.variable_scope('postprocess_detctions'):
                boxes, scores, category = postprocess_detctions(rpn_bbox_pred=rpn_box_pred,
                                                                rpn_cls_prob=rpn_cls_prob,
                                                                anchors=anchors,
                                                                is_training=self.is_training)
                return boxes, scores, category

        #  5. build loss
        else:
            with tf.variable_scope('build_loss'):
                labels, target_delta, anchor_states, target_boxes = tf.py_func(func=anchor_target_layer,
                                                                               inp=[gtboxes_batch_h, gtboxes_batch_r,
                                                                                anchors, gpu_id],
                                                                               Tout=[tf.float32, tf.float32, tf.float32,
                                                                                tf.float32])

                if self.method == 'H':
                    self.add_anchor_img_smry(input_img_batch, anchors, anchor_states, 0)
                else:
                    self.add_anchor_img_smry(input_img_batch, anchors, anchor_states, 1)

                cls_loss = losses.focal_loss(labels, rpn_cls_score, anchor_states)

                if cfgs.REG_LOSS_MODE == 0:
                    reg_loss = losses.iou_smooth_l1_loss(target_delta, rpn_box_pred, anchor_states, target_boxes,
                                                         anchors)
                elif cfgs.REG_LOSS_MODE == 1:
                    reg_loss = losses.smooth_l1_loss_atan(target_delta, rpn_box_pred, anchor_states)
                elif cfgs.REG_LOSS_MODE == 2:
                    reg_loss = losses.iou_smooth_l1_loss_(target_delta, rpn_box_pred, anchor_states, target_boxes,
                                                          anchors, alpha=cfgs.ALPHA, beta=cfgs.BETA)
                elif cfgs.REG_LOSS_MODE == 3:
                    reg_loss = losses.iou_smooth_l1_loss_1(rpn_box_pred, anchor_states, target_boxes,
                                                           anchors, alpha=cfgs.ALPHA, beta=cfgs.BETA)

                else:
                    reg_loss = losses.smooth_l1_loss(target_delta, rpn_box_pred, anchor_states)

                losses_dict = {'cls_loss': cls_loss * cfgs.CLS_WEIGHT,
                               'reg_loss': reg_loss * cfgs.REG_WEIGHT}

            with tf.variable_scope('postprocess_detctions'):
                boxes, scores, category = postprocess_detctions(rpn_bbox_pred=rpn_box_pred,
                                                                rpn_cls_prob=rpn_cls_prob,
                                                                anchors=anchors,
                                                                is_training=self.is_training)
                boxes = tf.stop_gradient(boxes)
                scores = tf.stop_gradient(scores)
                category = tf.stop_gradient(category)

                return boxes, scores, category, losses_dict

    def get_restorer(self):
        checkpoint_path = tf.train.latest_checkpoint(os.path.join(cfgs.TRAINED_CKPT, cfgs.VERSION))

        if checkpoint_path != None:
            if cfgs.RESTORE_FROM_RPN:
                print('___restore from rpn___')
                model_variables = slim.get_model_variables()
                restore_variables = [var for var in model_variables if not var.name.startswith('FastRCNN_Head')] + \
                                    [slim.get_or_create_global_step()]
                for var in restore_variables:
                    print(var.name)
                restorer = tf.train.Saver(restore_variables)
            else:
                restorer = tf.train.Saver()
            print("model restore from :", checkpoint_path)
        else:
            checkpoint_path = cfgs.PRETRAINED_CKPT
            print("model restore from pretrained mode, path is :", checkpoint_path)

            model_variables = slim.get_model_variables()

            # for var in model_variables:
            #     print(var.name)
            # print(20*"__++__++__")

            def name_in_ckpt_rpn(var):
                return var.op.name

            def name_in_ckpt_fastrcnn_head(var):
                '''
                Fast-RCNN/resnet_v1_50/block4 -->resnet_v1_50/block4
                Fast-RCNN/MobilenetV2/** -- > MobilenetV2 **
                :param var:
                :return:
                '''
                return '/'.join(var.op.name.split('/')[1:])

            nameInCkpt_Var_dict = {}
            for var in model_variables:
                if var.name.startswith('Fast-RCNN/'+self.base_network_name):  # +'/block4'
                    var_name_in_ckpt = name_in_ckpt_fastrcnn_head(var)
                    nameInCkpt_Var_dict[var_name_in_ckpt] = var
                else:
                    if var.name.startswith(self.base_network_name):
                        var_name_in_ckpt = name_in_ckpt_rpn(var)
                        nameInCkpt_Var_dict[var_name_in_ckpt] = var
                    else:
                        continue
            restore_variables = nameInCkpt_Var_dict
            for key, item in restore_variables.items():
                print("var_in_graph: ", item.name)
                print("var_in_ckpt: ", key)
                print(20*"___")
            restorer = tf.train.Saver(restore_variables)
            print(20 * "****")
            print("restore from pretrained_weighs in IMAGE_NET")
        return restorer, checkpoint_path

    def get_gradients(self, optimizer, loss):
        '''

        :param optimizer:
        :param loss:
        :return:

        return vars and grads that not be fixed
        '''

        # if cfgs.FIXED_BLOCKS > 0:
        #     trainable_vars = tf.trainable_variables()
        #     # trained_vars = slim.get_trainable_variables()
        #     start_names = [cfgs.NET_NAME + '/block%d'%i for i in range(1, cfgs.FIXED_BLOCKS+1)] + \
        #                   [cfgs.NET_NAME + '/conv1']
        #     start_names = tuple(start_names)
        #     trained_var_list = []
        #     for var in trainable_vars:
        #         if not var.name.startswith(start_names):
        #             trained_var_list.append(var)
        #     # slim.learning.train()
        #     grads = optimizer.compute_gradients(loss, var_list=trained_var_list)
        #     return grads
        # else:
        #     return optimizer.compute_gradients(loss)
        return optimizer.compute_gradients(loss)

    def enlarge_gradients_for_bias(self, gradients):

        final_gradients = []
        with tf.variable_scope("Gradient_Mult") as scope:
            for grad, var in gradients:
                scale = 1.0
                if cfgs.MUTILPY_BIAS_GRADIENT and './biases' in var.name:
                    scale = scale * cfgs.MUTILPY_BIAS_GRADIENT
                if not np.allclose(scale, 1.0):
                    grad = tf.multiply(grad, scale)
                final_gradients.append((grad, var))
        return final_gradients