acl_openailab/Reversion.md

   1 # Release Note
   2 [![License](https://img.shields.io/badge/license-BSD-blue.svg)](LICENSE)
   3
   4 The release version is 0.2.0. You can download the source code from [OAID/caffeOnACL](https://github.com/OAID/caffeOnACL)
   5
   6 ## Verified Platform :
   7
   8 The release is verified on 64bits ARMv8 processor<br>
   9 * Hardware platform : Rockchip RK3399 (firefly RK3399 board)<br>
  10 * Software platform : Ubuntu 16.04<br>
  11
  12 ## 10 Layers accelerated by ACL layers :
  13 * ConvolutionLayer
  14 * PoolingLayer
  15 * LRNLayer
  16 * ReLULayer
  17 * SigmoidLayer
  18 * SoftmaxLayer
  19 * TanHLayer
  20 * AbsValLayer
  21 * BNLLLayer
  22 * InnerProductLayer
  23
  24 ## ACL compatibility issues :
  25 There are some compatibility issues between ACL and caffe Layers, we bypass it to Caffe's original layer class as the workaround solution for the below issues
  26 * Normalization in-channel issue
  27 * Tanh issue
  28 * Even Kernel size
  29 * Softmax supporting multi-dimension issue
  30 * Group issue
  31 * Performance need be fine turned in the future
  32
  33 # Changelist
  34 The caffe based version is `793bd96351749cb8df16f1581baf3e7d8036ac37`.
  35 ## New Files :
  36         Makefile.config.acl
  37         cmake/Modules/FindACL.cmake
  38         examples/cpp_classification/classification_profiling.cpp
  39         examples/cpp_classification/classification_profiling_gpu.cpp
  40         include/caffe/acl_layer.hpp
  41         include/caffe/layers/acl_absval_layer.hpp
  42         include/caffe/layers/acl_base_activation_layer.hpp
  43         include/caffe/layers/acl_bnll_layer.hpp
  44         include/caffe/layers/acl_conv_layer.hpp
  45         include/caffe/layers/acl_inner_product_layer.hpp
  46         include/caffe/layers/acl_lrn_layer.hpp
  47         include/caffe/layers/acl_pooling_layer.hpp
  48         include/caffe/layers/acl_relu_layer.hpp
  49         include/caffe/layers/acl_sigmoid_layer.hpp
  50         include/caffe/layers/acl_softmax_layer.hpp
  51         include/caffe/layers/acl_tanh_layer.hpp
  52         models/SqueezeNet/README.md
  53         models/SqueezeNet/SqueezeNet_v1.1/squeezenet.1.1.deploy.prototxt
  54         src/caffe/acl_layer.cpp
  55         src/caffe/layers/acl_absval_layer.cpp
  56         src/caffe/layers/acl_base_activation_layer.cpp
  57         src/caffe/layers/acl_bnll_layer.cpp
  58         src/caffe/layers/acl_conv_layer.cpp
  59         src/caffe/layers/acl_inner_product_layer.cpp
  60         src/caffe/layers/acl_lrn_layer.cpp
  61         src/caffe/layers/acl_pooling_layer.cpp
  62         src/caffe/layers/acl_relu_layer.cpp
  63         src/caffe/layers/acl_sigmoid_layer.cpp
  64         src/caffe/layers/acl_softmax_layer.cpp
  65         src/caffe/layers/acl_tanh_layer.cpp
  66         unit_tests/Makefile
  67         unit_tests/pmu.c
  68         unit_tests/pmu.h
  69         unit_tests/prof_convolution_layer.cpp
  70         unit_tests/sgemm.cpp
  71         unit_tests/test.cpp
  72         unit_tests/test_caffe_main.cpp
  73         unit_tests/test_common.cpp
  74         unit_tests/test_convolution_layer.cpp
  75         unit_tests/test_fail.cpp
  76         unit_tests/test_inner_product_layer.cpp
  77         unit_tests/test_lrn_layer.cpp
  78         unit_tests/test_neuron_layer.cpp
  79         unit_tests/test_pooling_layer.cpp
  80         unit_tests/test_softmax_layer.cpp
  81         unit_tests/testbed.c
  82         unit_tests/testbed.h
  83
  84 ## Change Files :
  85         Makefile
  86         cmake/Dependencies.cmake
  87         include/caffe/caffe.hpp
  88         include/caffe/common.hpp
  89         include/caffe/layer.hpp
  90         include/caffe/util/device_alternate.hpp
  91         include/caffe/util/hdf5.hpp
  92         src/caffe/common.cpp
  93         src/caffe/layer.cpp
  94         src/caffe/layer_factory.cpp
  95         src/caffe/layers/absval_layer.cpp
  96         src/caffe/layers/bnll_layer.cpp
  97         src/caffe/layers/hdf5_data_layer.cpp
  98         src/caffe/layers/hdf5_data_layer.cu
  99         src/caffe/layers/hdf5_output_layer.cpp
 100         src/caffe/layers/hdf5_output_layer.cu
 101         src/caffe/layers/inner_product_layer.cpp
 102         src/caffe/net.cpp
 103         src/caffe/solvers/sgd_solver.cpp
 104         src/caffe/syncedmem.cpp
 105         src/caffe/test/test_hdf5_output_layer.cpp
 106         src/caffe/test/test_hdf5data_layer.cpp
 107         src/caffe/util/hdf5.cpp
 108         src/caffe/util/math_functions.cpp
 109
 110 # Issue report
 111 Encounter any issue, please report on [issue report](https://github.com/OAID/caffeOnACL/issues). Issue report should contain the following information :
 112 * The exact description of the steps that are needed to reproduce the issue
 113 * The exact description of what happens and what you think is wrong