CMSIS-NN: Helium version of arm_avgpool_s8

Testing/Include/Benchmarks/FullyConnectedBench.h

@@ -24,4 +24,16 @@ class FullyConnectedBench:public Client::Suite
             q7_t *outp;
             q7_t *refp;
             q15_t *tempp;
-    };
+
+            int32_t output_mult = 1073741824;
+            int16_t output_shift = -1;
+            int32_t filter_offset = 1;
+            int32_t input_offset = 1;
+            int32_t output_offset = -1;
+            int32_t act_min =-128;
+            int32_t act_max= 127;
+            int32_t nb_batches=1;
+            int32_t rowDim;
+            int32_t colDim;
+            
+    };

Testing/Source/Benchmarks/FullyConnectedBench.cpp

@@ -5,33 +5,24 @@
     void FullyConnectedBench::test_fully_connected_tflite_s8()
     {
       
-
+      for(int i=0; i < this->repeatNb; i++)
-       int32_t output_mult = 1073741824;
-       int16_t output_shift = -1;
-       int32_t filter_offset = 1;
-       int32_t input_offset = 1;
-       int32_t output_offset = -1;
-
-
-
-       for(int i=0; i < this->repeatNb; i++)
        {
-          arm_fully_connected_s8((int8_t*)inp
+          arm_fully_connected_s8((int8_t*)this->inp
-           ,(const int8_t*)weightp
+            ,(const int8_t*)this->weightp
-           ,input.nbSamples()
+            ,colDim
-           ,output.nbSamples()
+            ,rowDim
-           ,1
+            ,nb_batches
-           ,input_offset
+            ,input_offset
-           ,filter_offset
+            ,filter_offset
-           ,output_mult
+            ,output_mult
-           ,output_shift
+            ,output_shift
-           ,output_offset
+            ,output_offset
-           ,(const int32_t*)biasp
+            ,(const int32_t*)this->biasp
-           ,(int8_t*)outp 
+            ,(int8_t*)this->outp 
-           ,-128 
+            ,act_min 
-           ,127 
+            ,act_max
-           ,tempp
+            ,this->tempp
-           );
+            );
        }
       
     } 
@@ -45,23 +36,35 @@
        this->repeatNb = *it;
        
 
-       input.reload(FullyConnectedBench::INPUT1_S8_ID,mgr);
+        output_mult = 1077969154;
-       bias.reload(FullyConnectedBench::BIAS1_S8_ID,mgr);
+        output_shift = 2;
-       weight.reload(FullyConnectedBench::WEIGHT1_S8_ID,mgr);
+        filter_offset = 0;
+        input_offset = 0;
+        output_offset = 1;
+        act_min =-128;
+        act_max= 127;
 
-       ref.reload(FullyConnectedBench::REF1_S8_ID,mgr);
+          
+        nb_batches=8;
 
-       
+        colDim=8;
-       output.create(ref.nbSamples(),FullyConnectedBench::OUTPUT_S8_ID,mgr);
+        rowDim=5;
-       temp.create(input.nbSamples(),FullyConnectedBench::TEMP_S16_ID,mgr);
+
+        input.reload(FullyConnectedBench::INPUT13_S8_ID,mgr);
+        bias.reload(FullyConnectedBench::BIAS13_S8_ID,mgr);
+        weight.reload(FullyConnectedBench::WEIGHT13_S8_ID,mgr);
+
+        //ref.reload(FullyConnectedBench::REF13_S8_ID,mgr);
 
-       inp=input.ptr();
+        output.create(ref.nbSamples(),FullyConnectedBench::OUTPUT_S8_ID,mgr);
-       biasp=bias.ptr();
+        temp.create(colDim,FullyConnectedBench::TEMP_S16_ID,mgr);
-       weightp=weight.ptr();
-       outp=output.ptr();
-       refp=ref.ptr();
-       tempp=temp.ptr();
 
+        this->inp=input.ptr();
+        this->biasp=bias.ptr();
+        this->weightp=weight.ptr();
+        this->outp=output.ptr();
+        //this->refp=ref.ptr();
+        this->tempp=temp.ptr();
     }
 
     void FullyConnectedBench::tearDown(Testing::testID_t id,Client::PatternMgr *mgr)

Testing/Source/Benchmarks/PoolingBench.cpp

@@ -9,7 +9,7 @@
     void PoolingBench::test_avgpool_s8()
     {
 
-      for(int i=0; i < this->repeatNb; i++)
+      //for(int i=0; i < this->repeatNb; i++)
       {
        arm_avgpool_s8(
            DIM_IN_Y,
@@ -31,6 +31,8 @@
        
        }
 
+       //ASSERT_EQ(this->ref,this->output);
+
     } 
 
   

Testing/bench.txt

@@ -1425,17 +1425,16 @@ group Root {
                 Formula "NB"
             }
 
-         Pattern INPUT1_S8_ID : TestCase_1_10_4_input_1.txt
+         Pattern INPUT13_S8_ID : TestCase_8_8_5_input_13.txt
-         Pattern BIAS1_S8_ID : TestCase_1_10_4_bias_1.txt
+         Pattern BIAS13_S8_ID : TestCase_8_8_5_bias_13.txt
-         Pattern WEIGHT1_S8_ID : TestCase_1_10_4_weights_1.txt
+         Pattern WEIGHT13_S8_ID : TestCase_8_8_5_weights_13.txt
-
+         Pattern REF13_S8_ID : TestCase_8_8_5_output_13.txt
-         Pattern REF1_S8_ID : TestCase_1_10_4_output_1.txt
 
          Output  OUTPUT_S8_ID : Output
          Output  TEMP_S16_ID : Temp
 
          Params PARAM1_ID = {
-                NB = [10,20,100,200]
+                NB = [10,20,40,50]
             }
 
          Functions {
@@ -1462,7 +1461,7 @@ group Root {
          Output  TEMPINPUT_S8_ID : TempInput
 
          Params PARAM1_ID = {
-                NB = [10,20,100,200]
+                NB = [1]
             }
 
          Functions {