Merge pull request #64 from foss-for-synopsys-dwc-arc-processors/doc_fixes

Doc fixes

Author: ipozdnov

README.md

@@ -90,12 +90,12 @@ Please be aware that the list of specializations is not guaranteed to be backwar
 ## Frequently Asked Questions
 ---------------
 
-Q: Can I use ARC GNU tools to build embARC MLI library?
+***Q: Can I use ARC GNU tools to build embARC MLI library?***  
 A: No you cannot. embARC MLI Library must be built by MetaWare Development Tools only. Read the documentation at [embarc.org]( https://embarc.org/embarc_mli/doc/build/html/getting_started/getting_started.html#build-library) for details
 
-Q: Can I use MetaWare Development Tools Lite to pre-build embARC MLI library and ARC GNU to build example application?
+***Q: Can I use MetaWare Development Tools Lite to pre-build embARC MLI library and ARC GNU to build example application?***  
 A: No you cannot. embARC MLI Library must be built by full version of MetaWare Development Tools. Binaries built with MWDT Lite are not compatible with ARC GNU Tools and full MetaWare Development Tools. Read the MWDT Lite documentation for details.
 
-Q: I can not build and run example application for my Synopsys board (EMSK, IoTDK, etc), what I shall do?
+***Q: I can not build and run example application for my Synopsys board (EMSK, IoTDK, etc), what I shall do?***  
 A: If you build for Synopsys boards refer to documentation [embarc.org](https://embarc.org/platforms.html) as a good starting point. 
 You should also note that example applications support different configurations for pre trained models and thus memory requirements, not all configurations can be built and run on Synopsys boards due to memory limitations and HW capabilities, read example application readme for details. embARC MLI Library must be also pre built specifically for your board by MetaWare Development Tools. Please note that makefiles provided with examples are configured for IoTDK only if GNU tools are used.

examples/example_cifar10_caffe/README.md

@@ -32,7 +32,7 @@ Here we will consider building for [/hw/em9d.tcf](/hw/em9d.tcf) template. This t
 
        gmake run TCF_FILE=../../hw/em9d.tcf
 
-    Result Quality shall be "S/N=3638.6     (71.2 db)"
+    Result Quality shall be "S/N=4383.8  (72.8 db)"
 
 ### Build with ARC GNU toolchain
 
@@ -69,7 +69,7 @@ Here we will consider building with ARC GNU toolchain. As a platform for the ass
 
         gmake run TOOLCHAIN=gnu TCF_FILE=arcem9d.tcf
 
-    Result Quality shall be "S/N=3638.6     (71.2 db)"
+    Result Quality shall be "S/N=4383.8     (72.8 db)"
 
     Notes: Example built by ARC GNU tools is run using mdb_com_gnu script file. Modify this file to customize the example run mode. See [More Options on Building and Running](README.md#more-options-on-building-and-running)
 

examples/example_cifar10_caffe/cifar10_constants.h

@@ -119,7 +119,7 @@ extern const w_type  _W2  L5_fc_bias_buf[];
 //
 //======================================================
 #if !defined(MODEL_BIG) // Small Model 
-#if (MODEL_BIT_DEPTH == MODEL_FX_16)
+#if (MODEL_BIT_DEPTH == MODEL_FX_16) || (MODEL_BIT_DEPTH == MODEL_FX_8W16D)
 
 #define CONV1_W_INT   (-1)
 #define CONV1_B_INT   (0)
@@ -131,13 +131,13 @@ extern const w_type  _W2  L5_fc_bias_buf[];
 
 #define CONV3_W_INT   (-1)
 #define CONV3_B_INT   (-2)
-#define CONV3_OUT_INT (6)
+#define CONV3_OUT_INT (5)
 
 #define FC4_W_INT   (-1)
 #define FC4_B_INT   (-2)
 #define FC4_OUT_INT (5)
 
-#else //(MODEL_BIT_DEPTH == MODEL_FX_8 or MODEL_FX_8W16D)
+#else //(MODEL_BIT_DEPTH == MODEL_FX_8)
 
 #define CONV1_W_INT   (-1)
 #define CONV1_B_INT   (0)
@@ -158,7 +158,7 @@ extern const w_type  _W2  L5_fc_bias_buf[];
 #endif
 
 #else // Big Model
-#if (MODEL_BIT_DEPTH == MODEL_FX_16)
+#if (MODEL_BIT_DEPTH == MODEL_FX_16) || (MODEL_BIT_DEPTH == MODEL_FX_8W16D)
 
 #define CONV1_W_INT   (0)
 #define CONV1_B_INT   (0)
@@ -269,11 +269,11 @@ extern const w_type  _W2  L5_fc_bias_buf[];
 #define CONV3_W_RANK (4)
 #define CONV3_B_RANK (1)
 
-#define CONV3_W_FRAQ   (FRQ_BITS(CONV2_W_INT, w_type))
-#define L3_WQ(val)   QMN(w_type, CONV2_W_FRAQ, val)
-#define CONV3_B_FRAQ   (FRQ_BITS(CONV2_B_INT, w_type))
-#define L3_BQ(val)   QMN(w_type, CONV2_B_FRAQ, val)
-#define CONV3_OUT_FRAQ (FRQ_BITS(CONV2_OUT_INT, d_type))
+#define CONV3_W_FRAQ   (FRQ_BITS(CONV3_W_INT, w_type))
+#define L3_WQ(val)   QMN(w_type, CONV3_W_FRAQ, val)
+#define CONV3_B_FRAQ   (FRQ_BITS(CONV3_B_INT, w_type))
+#define L3_BQ(val)   QMN(w_type, CONV3_B_FRAQ, val)
+#define CONV3_OUT_FRAQ (FRQ_BITS(CONV3_OUT_INT, d_type))
 
 // FC4
 //================================================