Merge pull request #52 from JDAI-CV/develop

Fix some missing cases for binconv method

Author: daquexian

Diff for: dabnn/layers/BinConv.cpp

@@ -83,11 +83,13 @@ BinConv::Method BinConv::method() const {
             return Method::DIRECT_CONV;
         } else if (gemm_compatible()) {
             return Method::BGEMM;
-        } else {
+        } else if (input_mat->elem_c == 64) {
             return Method::BCONV_NAIVE;
+        } else {
+            return Method::BGEMM_NAIVE;
         }
     } else {
-        if (weight_mat->c == 1) {
+        if (input_mat->elem_c == 64) {
             return Method::BCONV_NAIVE;
         } else {
             return Method::BGEMM_NAIVE;
@@ -128,11 +130,11 @@ bool BinConv::gemm_compatible() const {
 #ifdef __aarch64__
     return true;
 #else
-    // If weight_mat->c == 1 (weight_mat has 64 channels), we use bconv_64
+    // If input_mat->elem_c == 1 (weight_mat has 64 channels), we use bconv_64
     // in aarch64 for the fastest speed, however, bconv_64 is not implemented
     // in armv7
     // TODO: Implement bconv_64 for armv7
-    return weight_mat->c != 1;
+    return input_mat->elem_c != 64;
 #endif
 #else
     return false;