Reorganize files, Part 1 (#119)

* delete obselete files

* move files

* build

* update cmake

* update cmake

* fix build

* reorg examples

* update cmake for example and test

example/09_convnd_fwd/README.md

@@ -0,0 +1,65 @@
+# Instructions for ```convnd_fwd_xdl``` Example
+
+## Docker script
+```bash
+docker run                                                                   \
+-it                                                                          \
+--rm                                                                         \
+--privileged                                                                 \
+--group-add sudo                                                             \
+-w /root/workspace                                                           \
+-v ${PATH_TO_LOCAL_WORKSPACE}:/root/workspace                                \
+rocm/tensorflow:rocm4.3.1-tf2.6-dev                                          \
+/bin/bash
+```
+
+## Build ```convnd_fwd_xdl```
+```bash
+mkdir build && cd build
+```
+
+```bash
+# Need to specify target ID, example below is gfx908
+cmake                                                                  \
+-D BUILD_DEV=OFF                                                       \
+-D CMAKE_BUILD_TYPE=Release                                            \
+-D CMAKE_CXX_FLAGS="-DCK_AMD_GPU_GFX908 --amdgpu-target=gfx908 -O3 "   \
+-D CMAKE_CXX_COMPILER=/opt/rocm/bin/hipcc                              \
+-D CMAKE_PREFIX_PATH=/opt/rocm                                         \
+..
+```
+
+```bash
+ make -j convnd_fwd_xdl
+```
+
+## Run ```convnd_fwd_xdl```
+```bash
+#arg1: verification (0=no, 1=yes)
+#arg2: initialization (0=no init, 1=integer value, 2=decimal value)
+#arg3: run kernel # of times (>1)
+#arg4: N spatial dimensions (default 2)
+#Following arguments (depending on number of spatial dims):
+# N, K, C, 
+# <filter spatial dimensions>, (ie Y, X for 2D)
+# <input image spatial dimensions>, (ie Hi, Wi for 2D)
+# <strides>, (ie Sy, Sx for 2D)
+# <dilations>, (ie Dy, Dx for 2D)
+# <left padding>, (ie LeftPy, LeftPx for 2D)
+# <right padding>, (ie RightPy, RightPx for 2D)
+./example/convnd_fwd_xdl 0 1 100
+```
+
+Result (MI100 @ 1087Mhz, 33.4TFlops peak FP32)
+```
+input: dim 4, lengths {128, 192, 71, 71}, strides {967872, 1, 13632, 192}
+weights: dim 4, lengths {256, 192, 3, 3}, strides {1728, 1, 576, 192}
+output: dim 4, lengths {128, 256, 36, 36}, strides {331776, 1, 9216, 256}
+arg.a_grid_desc_k0_m_k1_{432, 165888, 4}
+arg.b_grid_desc_k0_n_k1_{432, 256, 4}
+arg.c_grid_desc_m_n_{ 165888, 256}
+launch_and_time_kernel: grid_dim {1296, 1, 1}, block_dim {256, 1, 1}
+Warm up
+Start running 100 times...
+Perf: 4.43736 ms, 33.0753 TFlops, 150.357 GB/s
+```