add quant_params for weight/bias in Convolution&InnerProduct

Author: snoopyisadog

src/caffe/proto/caffe.proto

@@ -1370,8 +1370,12 @@ message ConvolutionParameter {
 
   optional double input_scale = 30 [default = 1]; //CUSTOMIZATION
   optional double output_scale = 31 [default = 1]; //CUSTOMIZATION
-  optional int32 input_zero_point = 33 [default = 0]; //CUSTOMIZATION
-  optional int32 output_zero_point = 34 [default = 0]; //CUSTOMIZATION
+  optional double weight_scale = 33 [default = 1]; //CUSTOMIZATION
+  optional double bias_scale = 34 [default = 1]; //CUSTOMIZATION
+  optional int32 input_zero_point = 35 [default = 0]; //CUSTOMIZATION
+  optional int32 output_zero_point = 36 [default = 0]; //CUSTOMIZATION
+  optional int32 weight_zero_point = 37 [default = 0]; //CUSTOMIZATION
+  optional int32 bias_zero_point = 38 [default = 0]; //CUSTOMIZATION
   //<--CUSTOMIZATION
   enum SaturateMethod {
     None = 0;
@@ -1867,7 +1871,14 @@ message InnerProductParameter {
   optional bool dis_mode = 8 [default = false];
   optional bool gen_mode = 9 [default = false];
 
-  optional double output_scale = 11 [default = 1]; //CUSTOMIZATION
+  optional double input_scale = 11 [default = 1]; //CUSTOMIZATION
+  optional double output_scale = 12 [default = 1]; //CUSTOMIZATION
+  optional double weight_scale = 13 [default = 1]; //CUSTOMIZATION
+  optional double bias_scale = 14 [default = 1]; //CUSTOMIZATION
+  optional int32 input_zero_point = 15 [default = 0]; //CUSTOMIZATION
+  optional int32 output_zero_point = 16 [default = 0]; //CUSTOMIZATION
+  optional int32 weight_zero_point = 17 [default = 0]; //CUSTOMIZATION
+  optional int32 bias_zero_point = 18 [default = 0]; //CUSTOMIZATION
 }
 
 message InputParameter {