xref: /aosp_15_r20/external/ComputeLibrary/docs/user_guide/errata.dox (revision c217d954acce2dbc11938adb493fc0abd69584f3)
1*c217d954SCole Faust///
2*c217d954SCole Faust/// Copyright (c) 2019-2022 Arm Limited.
3*c217d954SCole Faust///
4*c217d954SCole Faust/// SPDX-License-Identifier: MIT
5*c217d954SCole Faust///
6*c217d954SCole Faust/// Permission is hereby granted, free of charge, to any person obtaining a copy
7*c217d954SCole Faust/// of this software and associated documentation files (the "Software"), to
8*c217d954SCole Faust/// deal in the Software without restriction, including without limitation the
9*c217d954SCole Faust/// rights to use, copy, modify, merge, publish, distribute, sublicense, and/or
10*c217d954SCole Faust/// sell copies of the Software, and to permit persons to whom the Software is
11*c217d954SCole Faust/// furnished to do so, subject to the following conditions:
12*c217d954SCole Faust///
13*c217d954SCole Faust/// The above copyright notice and this permission notice shall be included in all
14*c217d954SCole Faust/// copies or substantial portions of the Software.
15*c217d954SCole Faust///
16*c217d954SCole Faust/// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
17*c217d954SCole Faust/// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
18*c217d954SCole Faust/// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
19*c217d954SCole Faust/// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
20*c217d954SCole Faust/// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
21*c217d954SCole Faust/// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
22*c217d954SCole Faust/// SOFTWARE.
23*c217d954SCole Faust///
24*c217d954SCole Faustnamespace arm_compute
25*c217d954SCole Faust{
26*c217d954SCole Faust/**
27*c217d954SCole Faust@page errata Errata
28*c217d954SCole Faust
29*c217d954SCole Faust@tableofcontents
30*c217d954SCole Faust
31*c217d954SCole Faust@section S7_1_errata Errata
32*c217d954SCole Faust
33*c217d954SCole Faust- (COMPMID-5324) Issue identified with direct and depthwise convolutions for certain Arm® Mali™ DDK versions.
34*c217d954SCole Faust    - Versions Affected: < v22.08
35*c217d954SCole Faust    - Conditions:
36*c217d954SCole Faust        - Arm® Mali™ DDK Versions : >= r23p0 && <= r38p0
37*c217d954SCole Faust        - Mali™ GPUs: Bifrost GPU family with the exception of G71
38*c217d954SCole Faust        - Backend: OpenCL
39*c217d954SCole Faust        - Build options Include : "cl-fast-relaxed-math"
40*c217d954SCole Faust    - Result: Reduced accuracy issue, while using direct and depthwise convolutions fused with LU_BOUNDED_RELU activation.
41*c217d954SCole Faust
42*c217d954SCole Faust- (COMPMID-5134) An issue has been identified when running the graph_deepspeech_v0_4_1 graph example.
43*c217d954SCole Faust    - Versions Affected: >= v21.08
44*c217d954SCole Faust    - Conditions:
45*c217d954SCole Faust        - Data type input: F32
46*c217d954SCole Faust        - Backend: OpenCL
47*c217d954SCole Faust    - Result: The execution of the graph_deepspeech_v0_4_1 could fail on OpenCL backend for systems with a small RAM. The issue is due to the extra temporary memory required to reshape the network weights
48*c217d954SCole Faust
49*c217d954SCole Faust- (COMPMID-4013) Experimented performance regressions for some networks on OpenCL when using Arm® Mali™ DDK r8p0
50*c217d954SCole Faust    - Versions Affected: v21.05
51*c217d954SCole Faust    - OSs Affected: All
52*c217d954SCole Faust    - Conditions:
53*c217d954SCole Faust        - Arm® Mali™ DDK r8p0
54*c217d954SCole Faust
55*c217d954SCole Faust- (COMPMID-5146) Under certain conditions, CLFullyConnectedLayer quantized tests may fail due to an issue in the test framework.
56*c217d954SCole Faust    - Versions Affected: v21.02
57*c217d954SCole Faust    - OSs Affected: Linux
58*c217d954SCole Faust    - Conditions:
59*c217d954SCole Faust        - armv7a architecture
60*c217d954SCole Faust        - release mode
61*c217d954SCole Faust        - asserts enabled
62*c217d954SCole Faust
63*c217d954SCole Faust- (COMPMID-4367) Performance regression in Convolution Layer OpenCL backend on Mali™ G77 when QSYMM8_PER_CHANNEL is used as weights' data type.
64*c217d954SCole Faust    - Versions Affected: >= v20.11 && < v21.08
65*c217d954SCole Faust    - OSs Affected: All
66*c217d954SCole Faust    - Conditions:
67*c217d954SCole Faust        - Mali™ G77
68*c217d954SCole Faust        - Convolution Layer in use
69*c217d954SCole Faust        - OpenCL backend
70*c217d954SCole Faust        - Convolution Layer uses QSYMM8_PER_CHANNEL as the data type of its weight
71*c217d954SCole Faust
72*c217d954SCole Faust- (COMPMID-4306) A wrong test configuration has been found in CLGEMMMatrixMultiplyReshapedOnlyRHS set of tests.
73*c217d954SCole Faust    - Versions Affected: >= v20.11 && < v21.05
74*c217d954SCole Faust    - Conditions:
75*c217d954SCole Faust        - Data type input: F32/F16
76*c217d954SCole Faust        - Fused bounded relu activation with coefficient 'a' being negative
77*c217d954SCole Faust
78*c217d954SCole Faust- (COMPMID-5135) Under certain conditions, the validation test case 'CL/DirectConvolutionLayer/Float/FP32/RunSmall9x9\@InputShape=32x37x3x4:StrideX=1:StrideY=1:PadX=0:PadY=0:KernelSize=9:NumKernels=1:DataType=F32:ActivationInfo=LU_BOUNDED_RELU:DataLayout=NHWC' may fail.
79*c217d954SCole Faust    - Versions Affected: >= v20.08
80*c217d954SCole Faust    - Conditions:
81*c217d954SCole Faust        - The validation suite has to run in nightly mode and execute 40k+ test cases before the test mentioned above
82*c217d954SCole Faust
83*c217d954SCole Faust- (COMPMID-5136) Under certain conditions, benchmark examples can hang when OpenCL profiling queues are enabled.
84*c217d954SCole Faust    - Versions Affected: >= v19.11
85*c217d954SCole Faust    - OSs Affected: Linux
86*c217d954SCole Faust    - Conditions:
87*c217d954SCole Faust        - Arm® Mali™ DDK r1p0 - r8p0, and
88*c217d954SCole Faust        - Linux kernel >= 4.4
89*c217d954SCole Faust
90*c217d954SCole Faust- (COMPMID-5137) On Android with armv8a/armv8.2-a architecture, Arm® Neon™ validation tests can fail when compiled using Android Ndk
91*c217d954SCole Faust  >= r18b in debug mode (https://github.com/android/ndk/issues/1135).
92*c217d954SCole Faust    - Versions Affected: >= v19.11
93*c217d954SCole Faust    - OSs Affected: Android
94*c217d954SCole Faust    - Conditions:
95*c217d954SCole Faust        - armv8a/armv8.2-a architecture, and
96*c217d954SCole Faust        - Compiled using Android NDK >= r18b in debug mode.
97*c217d954SCole Faust
98*c217d954SCole Faust- (COMPMID-4288) An issue has been identified with CLCast.
99*c217d954SCole Faust    - Versions Affected: >= v18.11 && < v21.05
100*c217d954SCole Faust    - Conditions:
101*c217d954SCole Faust        - Data type input: F32
102*c217d954SCole Faust        - Data type output: All integer types
103*c217d954SCole Faust        - Conversion policy: SATURATE
104*c217d954SCole Faust    - Result: OpenCL backend will always wrap around instead of saturating for out-of-range inputs
105*c217d954SCole Faust
106*c217d954SCole Faust*/
107*c217d954SCole Faust} // namespace
108