arm_compute v20.11

Author: Jenkins

Android.bp

@@ -10,6 +10,10 @@ Please report issues here: https://github.com/ARM-software/ComputeLibrary/issues
 
 **Make sure you are using the latest version of the library before opening an issue. Thanks**
 
+Deprecation notice:
+- We have deprecated the GLES backend and it will be removed from the library in the release 21.05
+- We have deprecated the NEON and OpenCL computer vision functions and they will be removed in 21.05
+
 News:
 
 - [Gian Marco's talk on Performance Analysis for Optimizing Embedded Deep Learning Inference Software](https://www.embedded-vision.com/platinum-members/arm/embedded-vision-training/videos/pages/may-2019-embedded-vision-summit)
@@ -44,6 +48,3 @@ To indicate that you agree to the the terms of the DCO, you "sign off" your cont
 ```Signed-off-by: John Doe <[email protected]>```
 
 You must use your real name, no pseudonyms or anonymous contributions are accepted.
-
-### Security Issues
-If you believe you have discovered a security issue please contact [email protected]

README.md

@@ -24,8 +24,8 @@ import os.path
 import re
 import subprocess
 
-VERSION = "v20.08"
-LIBRARY_VERSION_MAJOR = 20
+VERSION = "v20.11"
+LIBRARY_VERSION_MAJOR = 21
 LIBRARY_VERSION_MINOR =  0
 LIBRARY_VERSION_PATCH =  0
 SONAME_VERSION = str(LIBRARY_VERSION_MAJOR) + "." + str(LIBRARY_VERSION_MINOR) + "." + str(LIBRARY_VERSION_PATCH)
@@ -48,20 +48,6 @@ def build_library(name, sources, static=False, libs=[]):
     else:
         if env['set_soname']:
             obj = arm_compute_env.SharedLibrary(name, source=sources, SHLIBVERSION = SONAME_VERSION, LIBS = arm_compute_env["LIBS"] + libs)
-
-            symlinks = []
-            # Manually delete symlinks or SCons will get confused:
-            directory = os.path.dirname(obj[0].path)
-            library_prefix = obj[0].path[:-(1 + len(SONAME_VERSION))]
-            real_lib = "%s.%s" % (library_prefix, SONAME_VERSION)
-
-            for f in Glob("#%s.*" % library_prefix):
-                if str(f) != real_lib:
-                    symlinks.append("%s/%s" % (directory,str(f)))
-
-            clean = arm_compute_env.Command('clean-%s' % str(obj[0]), [], Delete(symlinks))
-            Default(clean)
-            Depends(obj, clean)
         else:
             obj = arm_compute_env.SharedLibrary(name, source=sources, LIBS = arm_compute_env["LIBS"] + libs)
 
@@ -178,6 +164,7 @@ arm_compute_env.Append(LIBS = ['dl'])
 core_files = Glob('src/core/*.cpp')
 core_files += Glob('src/core/CPP/*.cpp')
 core_files += Glob('src/core/CPP/kernels/*.cpp')
+core_files += Glob('src/core/helpers/*.cpp')
 core_files += Glob('src/core/utils/*.cpp')
 core_files += Glob('src/core/utils/helpers/*.cpp')
 core_files += Glob('src/core/utils/io/*.cpp')
@@ -228,11 +215,10 @@ if env['neon']:
     # build winograd/depthwise sources for either v7a / v8a
     core_files += Glob('src/core/NEON/kernels/convolution/*/*.cpp')
     core_files += Glob('src/core/NEON/kernels/convolution/winograd/*/*.cpp')
-    arm_compute_env.Append(CPPPATH = ["arm_compute/core/NEON/kernels/convolution/common/",
-                                      "arm_compute/core/NEON/kernels/convolution/winograd/",
-                                      "arm_compute/core/NEON/kernels/convolution/depthwise/",
-                                      "src/core/NEON/kernels/assembly/",
+    arm_compute_env.Append(CPPPATH = ["src/core/NEON/kernels/convolution/common/",
                                       "src/core/NEON/kernels/convolution/winograd/",
+                                      "src/core/NEON/kernels/convolution/depthwise/",
+                                      "src/core/NEON/kernels/assembly/",
                                       "arm_compute/core/NEON/kernels/assembly/"])
 
     graph_files += Glob('src/graph/backends/NEON/*.cpp')
@@ -245,6 +231,17 @@ if env['neon']:
         if "sve" in env['arch']:
              core_files += Glob('src/core/NEON/kernels/arm_gemm/kernels/sve_*/*.cpp')
 
+    if any(i in env['data_type_support'] for i in ['all', 'fp16']):
+        core_files += Glob('src/core/NEON/kernels/*/impl/fp16_*.cpp')
+    if any(i in env['data_type_support'] for i in ['all', 'fp32']):
+        core_files += Glob('src/core/NEON/kernels/*/impl/fp32_*.cpp')
+    if any(i in env['data_type_support'] for i in ['all', 'qasymm8']):
+        core_files += Glob('src/core/NEON/kernels/*/impl/qasymm8_neon*.cpp')
+    if any(i in env['data_type_support'] for i in ['all', 'qasymm8_signed']):
+        core_files += Glob('src/core/NEON/kernels/*/impl/qasymm8_signed_*.cpp')
+    if any(i in env['data_type_support'] for i in ['all', 'qsymm16']):
+        core_files += Glob('src/core/NEON/kernels/*/impl/qsymm16_*.cpp')
+
     runtime_files += Glob('src/runtime/NEON/*.cpp')
     runtime_files += Glob('src/runtime/NEON/functions/*.cpp')
     runtime_files += Glob('src/runtime/NEON/functions/assembly/*.cpp')

SConscript

@@ -25,12 +25,14 @@ import os
 import subprocess
 
 def version_at_least(version, required):
-    end = min(len(version), len(required))
 
-    for i in range(0, end, 2):
-        if int(version[i]) < int(required[i]):
+    version_list = version.split('.')
+    required_list = required.split('.')
+    end = min(len(version_list), len(required_list))
+    for i in range(0, end):
+        if int(version_list[i]) < int(required_list[i]):
             return False
-        elif int(version[i]) > int(required[i]):
+        elif int(version_list[i]) > int(required_list[i]):
             return True
 
     return True
@@ -42,7 +44,7 @@ vars.AddVariables(
     BoolVariable("logging", "Logging (this flag is forced to 1 for debug=1)", False),
     EnumVariable("arch", "Target Architecture", "armv7a",
                   allowed_values=("armv7a", "arm64-v8a", "arm64-v8.2-a", "arm64-v8.2-a-sve", "x86_32", "x86_64",
-                                  "armv8a", "armv8.2-a", "armv8.2-a-sve", "armv8.6-a", "x86")),
+                                  "armv8a", "armv8.2-a", "armv8.2-a-sve", "armv8.6-a", "armv8.6-a-sve", "x86")),
     EnumVariable("estate", "Execution State", "auto", allowed_values=("auto", "32", "64")),
     EnumVariable("os", "Target OS", "linux", allowed_values=("linux", "android", "tizen", "bare_metal")),
     EnumVariable("build", "Build type", "cross_compile", allowed_values=("native", "cross_compile", "embed_only")),
@@ -62,6 +64,8 @@ vars.AddVariables(
     PathVariable("install_dir", "Specify sub-folder for the install", "", PathVariable.PathAccept),
     BoolVariable("exceptions", "Enable/disable C++ exception support", True),
     PathVariable("linker_script", "Use an external linker script", "", PathVariable.PathAccept),
+    ListVariable("custom_options", "Custom options that can be used to turn on/off features", "none", ["disable_mmla_fp"]),
+    ListVariable("data_type_support", "Enable a list of data types to support", "all", ["qasymm8", "qasymm8_signed", "qsymm16", "fp16", "fp32"]),
     ("toolchain_prefix", "Override the toolchain prefix", ""),
     ("compiler_prefix", "Override the compiler prefix", ""),
     ("extra_cxx_flags", "Extra CXX flags to be appended to the build command", ""),
@@ -204,7 +208,9 @@ elif 'v8' in env['arch']:
         env.Append(CXXFLAGS = ['-march=armv8-a'])
 
     if 'v8.6-a' in env['arch']:
-        env.Append(CPPDEFINES = ['MMLA_INT8', 'MMLA_FP32', 'V8P6', 'V8P6_BF', 'ARM_COMPUTE_FORCE_BF16'])
+        env.Append(CPPDEFINES = ['MMLA_INT8', 'V8P6', 'V8P6_BF', 'ARM_COMPUTE_FORCE_BF16'])
+        if "disable_mmla_fp" not in env['custom_options']:
+            env.Append(CPPDEFINES = ['MMLA_FP32'])
 
 elif 'x86' in env['arch']:
     if env['estate'] == '32':
@@ -256,7 +262,7 @@ env['RANLIB'] = prefix + "ranlib"
 
 if not GetOption("help"):
     try:
-        compiler_ver = subprocess.check_output(env['CXX'].split() + ["-dumpversion"]).strip()
+        compiler_ver = subprocess.check_output(env['CXX'].split() + ["-dumpversion"]).decode().strip()
     except OSError:
         print("ERROR: Compiler '%s' not found" % env['CXX'])
         Exit(1)
@@ -277,6 +283,21 @@ if not GetOption("help"):
         if compiler_ver == '4.8.3':
             env.Append(CXXFLAGS = ['-Wno-array-bounds'])
 
+        if not version_at_least(compiler_ver, '7.0.0') and env['os'] == 'bare_metal':
+            env.Append(LINKFLAGS = ['-fstack-protector-strong'])
+
+if env['data_type_support']:
+    if any(i in env['data_type_support'] for i in ['all', 'fp16']):
+        env.Append(CXXFLAGS = ['-DENABLE_FP16_KERNELS'])
+    if any(i in env['data_type_support'] for i in ['all', 'fp32']):
+        env.Append(CXXFLAGS = ['-DENABLE_FP32_KERNELS'])
+    if any(i in env['data_type_support'] for i in ['all', 'qasymm8']):
+        env.Append(CXXFLAGS = ['-DENABLE_QASYMM8_KERNELS'])
+    if any(i in env['data_type_support'] for i in ['all', 'qasymm8_signed']):
+        env.Append(CXXFLAGS = ['-DENABLE_QASYMM8_SIGNED_KERNELS'])
+    if any(i in env['data_type_support'] for i in ['all', 'qsymm16']):
+        env.Append(CXXFLAGS = ['-DENABLE_QSYMM16_KERNELS'])
+
 if env['standalone']:
     env.Append(CXXFLAGS = ['-fPIC'])
     env.Append(LINKFLAGS = ['-static-libgcc','-static-libstdc++'])
@@ -293,6 +314,8 @@ elif env['os'] == 'bare_metal':
     env.Append(CXXFLAGS = ['-fPIC'])
     env.Append(CPPDEFINES = ['NO_MULTI_THREADING'])
     env.Append(CPPDEFINES = ['BARE_METAL'])
+if env['os'] == 'linux' and env['arch'] == 'armv7a':
+    env.Append(CXXFLAGS = [ '-Wno-psabi' ])
 
 if env['opencl']:
     if env['os'] in ['bare_metal'] or env['standalone']:
@@ -338,7 +361,6 @@ for dirname in os.listdir("./include"):
 
 Export('version_at_least')
 
-
 if env['gles_compute'] and env['os'] != 'android':
     env.Append(CPPPATH = ['#/include/linux'])
 

SConstruct

@@ -0,0 +1,69 @@
+**Reporting vulnerabilities**
+
+Arm takes security issues seriously and welcomes feedback from researchers and the security community in order to improve the security of its products and services. We operate a coordinated disclosure policy for disclosing vulnerabilities and other security issues.
+
+Security issues can be complex and one single timescale doesn't fit all circumstances. We will make best endeavours to inform you when we expect security notifications and fixes to be available and facilitate coordinated disclosure when notifications and patches/mitigations are available.
+
+**Report**
+
+For all security issues, contact Arm by email at [[email protected]](mailto:[email protected]).
+
+
+**Secure submission using PGP**
+
+We support and encourage secure submission of vulnerability reports using PGP, using the key below. If you would like replies to be encrypted, please provide your own public key through a secure mechanism.
+
+~~~
+-----BEGIN PGP PUBLIC KEY BLOCK-----
+mQINBFr7/RMBEACjHR5QZL/z1t2aLCRNXLE4KJiQmCo7edU5Be+7MTjIJDzZNu68
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+=EaN7
+-----END PGP PUBLIC KEY BLOCK-----
+~~~
+
+For more information visit https://developer.arm.com/support/arm-security-updates/report-security-vulnerabilities

SECURITY.md

@@ -118,6 +118,14 @@ class Program final
     {
         return _name;
     }
+    /** Returns program binary data.
+     *
+     * @return Program's binary data.
+     */
+    const std::vector<unsigned char> &binary() const
+    {
+        return _binary;
+    }
     /** User-defined conversion to the underlying CL program.
      *
      * @return The CL program object.