fix(dnn/arm_common): fix some load beyond memory

GitOrigin-RevId: acd6363945

dnn/src/arm_common/conv_bias/int8/direct.cpp

@@ -389,7 +389,8 @@ void conv_bias::conv_direct_stride1_3x3_int8_nchw(
             ACC_S16_S32(sum10, sum11, d1);
 
             int8x8_t _r30 = vld1_s8(sptr + 3 * IW);
-            int8x8_t _r3n = vld1_s8(sptr + 3 * IW + 8);
+            int8x8_t _r3n =
+                    vreinterpret_s8_s16(vld1_dup_s16((int16_t*)(sptr + 3 * IW + 8)));
             int8x8_t _r31 = vext_s8(_r30, _r3n, 1);
             int8x8_t _r32 = vext_s8(_r30, _r3n, 2);
             d1 = vmull_s8(_r30, k20);
@@ -444,7 +445,8 @@ void conv_bias::conv_direct_stride1_3x3_int8_nchw(
             ACC_S16_S32(sum00, sum01, d0);
 
             int8x8_t _r20 = vld1_s8(sptr + 2 * IW);
-            int8x8_t _r2n = vld1_s8(sptr + 2 * IW + 8);
+            int8x8_t _r2n =
+                    vreinterpret_s8_s16(vld1_dup_s16((int16_t*)(sptr + 2 * IW + 8)));
             int8x8_t _r21 = vext_s8(_r20, _r2n, 1);
             int8x8_t _r22 = vext_s8(_r20, _r2n, 2);
             d0 = vmull_s8(_r20, k20);

dnn/src/arm_common/conv_bias/int8/direct_dotprod.cpp

@@ -437,8 +437,10 @@ void conv_bias::conv_direct_stride1_3x3_int8_dot(
 
             _tmp = vtranslq_s8(vld1_s8(r2));
             CALC_2(678, 345, 0);
-
-            _tmp = vtranslq_s8(vld1_s8(r3));
+            int8x8_t tmp_last = vreinterpret_s8_s32(vld1_dup_s32(r3));
+            tmp_last = vreinterpret_s8_s16(
+                    vld1_lane_s16(r3 + 4, vreinterpret_s16_s8(tmp_last), 2));
+            _tmp = vtranslq_s8(tmp_last);
             CALC_1(678, 0);
 
             POSTPROCESS_2X4(_sum00, _sum10, outptr, outptr2, dstptr, dstptr2);

dnn/src/arm_common/convolution/int8x8x32/conv_backdata_stride1.cpp

@@ -297,7 +297,9 @@ void deconv_direct_2x2(
                 _tmp = vtranslq_s8(vld1_s8(r0));
                 CALC_0(1, 0);
 
-                _tmp = vtranslq_s8(vld1_s8(r1));
+                int8x8_t temp_x = vld1_dup_s32(r1);
+                temp_x = vld1_lane_s8(r1 + 4, temp_x, 4);
+                _tmp = vtranslq_s8(temp_x);
                 CALC_0(23, 0);
 
                 vst1q_s32(outptr, _sum00);