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1myroot@myroot:~$ cd finn
2myroot@myroot:~/finn$ bash ./run-docker.sh quicktest
3Please set the VITIS_PATH that contains the path to your Vitis installation directory.
4FINN functionality depending on Vitis will not be available.
5Running test suite (non-Vivado, non-slow tests)
6Docker container is named finn_dev_myroot
7Mounting /tmp/finn_dev_myroot into /tmp/finn_dev_myroot
8Mounting :/tools/Xilinx/Vivado/2019.1 into :/tools/Xilinx/Vivado/2019.1
9Port-forwarding for Jupyter 8888:8888
10Port-forwarding for Netron 8081:8081
11Vivado IP cache dir is at /tmp/finn_dev_myroot/vivado_ip_cache
12Using default PYNQ board ZCU104
13Sending build context to Docker daemon  99.62MB
14Step 1/56 : FROM pytorch/pytorch:1.1.0-cuda10.0-cudnn7.5-devel
15 ---> 1be771bff6d1
16Step 2/56 : MAINTAINER Yaman Umuroglu <yamanu@xilinx.com>
17 ---> Using cache
18 ---> 4e93128dc53d
19Step 3/56 : ARG GID
20 ---> Using cache
21 ---> f44e71245a60
22Step 4/56 : ARG GNAME
23 ---> Using cache
24 ---> 8b99d41999d6
25Step 5/56 : ARG UNAME
26 ---> Using cache
27 ---> 5419ce7dee78
28Step 6/56 : ARG UID
29 ---> Using cache
30 ---> 7de700b95848
31Step 7/56 : ARG PASSWD
32 ---> Using cache
33 ---> 876d7b5fa8a9
34Step 8/56 : WORKDIR /workspace
35 ---> Using cache
36 ---> 5d1d433f694d
37Step 9/56 : RUN apt-get update
38 ---> Using cache
39 ---> fd0d95e9f49f
40Step 10/56 : RUN apt-get -y upgrade
41 ---> Using cache
42 ---> f874a85f4626
43Step 11/56 : RUN apt-get install -y build-essential libglib2.0-0 libsm6 libxext6 libxrender-dev
44 ---> Using cache
45 ---> a6c9444963b4
46Step 12/56 : RUN apt-get install -y verilator nano zsh rsync
47 ---> Using cache
48 ---> 4b4a1785161f
49Step 13/56 : RUN apt-get -y install sshpass wget unzip
50 ---> Using cache
51 ---> 08a1d9ab143a
52Step 14/56 : RUN echo "StrictHostKeyChecking no" >> /etc/ssh/ssh_config
53 ---> Using cache
54 ---> 23adcc47783b
55Step 15/56 : COPY requirements.txt .
56 ---> Using cache
57 ---> 1892b03e4425
58Step 16/56 : RUN pip install -r requirements.txt
59 ---> Using cache
60 ---> ab74f26c13c4
61Step 17/56 : RUN rm requirements.txt
62 ---> Using cache
63 ---> 8e31306e9156
64Step 18/56 : RUN pip install pygments==2.4.1
65 ---> Using cache
66 ---> 983630e96867
67Step 19/56 : RUN pip install jupyter==1.0.0
68 ---> Using cache
69 ---> d389e1029761
70Step 20/56 : RUN pip install matplotlib==3.3.1 --ignore-installed
71 ---> Using cache
72 ---> 2110ff1457d4
73Step 21/56 : RUN pip install pytest-dependency==0.5.1
74 ---> Using cache
75 ---> d1c52daff24f
76Step 22/56 : RUN pip install sphinx==3.1.2
77 ---> Using cache
78 ---> 5a54c947aa5e
79Step 23/56 : RUN pip install sphinx_rtd_theme==0.5.0
80 ---> Using cache
81 ---> 8ab8154ede33
82Step 24/56 : RUN pip install pytest-xdist==2.0.0
83 ---> Using cache
84 ---> 4ba26c1d5569
85Step 25/56 : RUN pip install pytest-parallel==0.1.0
86 ---> Using cache
87 ---> a969864aabc8
88Step 26/56 : RUN pip install netron
89 ---> Using cache
90 ---> 1038159bb681
91Step 27/56 : RUN pip install -e git+https://github.com/fbcotter/dataset_loading.git@0.0.4#egg=dataset_loading
92 ---> Using cache
93 ---> 6ad3a4004d0d
94Step 28/56 : RUN groupadd -g $GID $GNAME
95 ---> Using cache
96 ---> b6f38ed3d91e
97Step 29/56 : RUN useradd -M -u $UID $UNAME -g $GNAME
98 ---> Using cache
99 ---> 807987c78459
100Step 30/56 : RUN usermod -aG sudo $UNAME
101 ---> Using cache
102 ---> 8113964c2e74
103Step 31/56 : RUN echo "$UNAME:$PASSWD" | chpasswd
104 ---> Using cache
105 ---> 4a1ab18aeb2e
106Step 32/56 : RUN echo "root:$PASSWD" | chpasswd
107 ---> Using cache
108 ---> c92fd6e6fb90
109Step 33/56 : RUN ln -s /workspace /home/$UNAME
110 ---> Using cache
111 ---> a93742113930
112Step 34/56 : RUN chown -R $UNAME:$GNAME /home/$UNAME
113 ---> Using cache
114 ---> 15071eddfdd7
115Step 35/56 : USER $UNAME
116 ---> Using cache
117 ---> dd30de4dfc8b
118Step 36/56 : RUN git clone https://github.com/Xilinx/finn-base.git /workspace/finn-base
119 ---> Using cache
120 ---> 6eb1bf93d6f6
121Step 37/56 : RUN git clone https://github.com/Xilinx/brevitas.git /workspace/brevitas
122 ---> Using cache
123 ---> 173165339448
124Step 38/56 : RUN git clone https://github.com/rogersce/cnpy.git /workspace/cnpy
125 ---> Using cache
126 ---> 7658e4507264
127Step 39/56 : RUN git clone https://github.com/Xilinx/finn-hlslib.git /workspace/finn-hlslib
128 ---> Using cache
129 ---> fd8d95b52169
130Step 40/56 : RUN git clone https://github.com/maltanar/pyverilator /workspace/pyverilator
131 ---> Using cache
132 ---> 0479ecef9fbd
133Step 41/56 : RUN git clone https://bitbucket.org/maltanar/oh-my-xilinx.git /workspace/oh-my-xilinx
134 ---> Using cache
135 ---> 43bcc682b57d
136Step 42/56 : ENV PATH "${PATH}:/workspace/oh-my-xilinx:/home/$UNAME/.local/bin"
137 ---> Using cache
138 ---> 0a25a8d323d5
139Step 43/56 : ENV OHMYXILINX "/workspace/oh-my-xilinx"
140 ---> Using cache
141 ---> 9a7166249af5
142Step 44/56 : WORKDIR /home/$UNAME/finn
143 ---> Using cache
144 ---> bf94efe20d61
145Step 45/56 : RUN echo "PS1='\[\033[1;36m\]\u\[\033[1;31m\]@\[\033[1;32m\]\h:\[\033[1;35m\]\w\[\033[1;31m\]\$\[\033[0m\] '" >>  /home/$UNAME/.bashrc
146 ---> Using cache
147 ---> d9eaf2175b21
148Step 46/56 : RUN echo "source \$VIVADO_PATH/settings64.sh" >> /home/$UNAME/.bashrc
149 ---> Using cache
150 ---> 9c5bdb21e55f
151Step 47/56 : USER root
152 ---> Using cache
153 ---> 56b0a2269820
154Step 48/56 : COPY docker/finn_entrypoint.sh /usr/local/bin/
155 ---> Using cache
156 ---> 751801663274
157Step 49/56 : COPY docker/quicktest.sh /usr/local/bin/
158 ---> Using cache
159 ---> b381f20a60f3
160Step 50/56 : RUN chmod 755 /usr/local/bin/finn_entrypoint.sh
161 ---> Using cache
162 ---> 7004bf4484a3
163Step 51/56 : RUN chmod 755 /usr/local/bin/quicktest.sh
164 ---> Using cache
165 ---> 319dff673e09
166Step 52/56 : ARG INSTALL_XRT_DEPS
167 ---> Using cache
168 ---> 3dc410499538
169Step 53/56 : RUN if [ "$INSTALL_XRT_DEPS" = "1" ] ; then     echo "Installing XRT dependencies";     wget https://raw.githubusercontent.com/Xilinx/XRT/master/src/runtime_src/tools/scripts/xrtdeps.sh;     apt-get update;     bash xrtdeps.sh -docker;     rm xrtdeps.sh;   else     echo "Skipping installation of XRT dependencies";   fi
170 ---> Using cache
171 ---> 1808b1290852
172Step 54/56 : USER $UNAME
173 ---> Using cache
174 ---> e3b4d8f97d0e
175Step 55/56 : ENTRYPOINT ["finn_entrypoint.sh"]
176 ---> Using cache
177 ---> a31153614db6
178Step 56/56 : CMD ["bash"]
179 ---> Using cache
180 ---> a07a33fee375
181Successfully built a07a33fee375
182Successfully tagged finn_dev_myroot:latest
183Setting up known-good commit versions for FINN dependencies
184finn-base @ 1363981654009067790d5f2d0c3dd303b5fa05cb
185Obtaining file:///workspace/finn-base
186Requirement already satisfied: bitstring>=3.1.7 in /opt/conda/lib/python3.6/site-packages (from finn-base==0.0.post0.dev91+g1363981) (3.1.7)
187Requirement already satisfied: numpy in /opt/conda/lib/python3.6/site-packages (from finn-base==0.0.post0.dev91+g1363981) (1.19.5)
188Installing collected packages: finn-base
189  Running setup.py develop for finn-base
190Successfully installed finn-base
191brevitas @ aff49758ec445d77c75721c7de3091a2a1797ca8
192Obtaining file:///workspace/brevitas
193Requirement already satisfied: torch>=1.1.0 in /opt/conda/lib/python3.6/site-packages (from Brevitas==0.2.0a0) (1.1.0)
194Requirement already satisfied: docrep in /opt/conda/lib/python3.6/site-packages (from Brevitas==0.2.0a0) (0.2.7)
195Requirement already satisfied: packaging in /opt/conda/lib/python3.6/site-packages (from Brevitas==0.2.0a0) (20.9)
196Collecting dependencies==2.0.1 (from Brevitas==0.2.0a0)
197  Downloading https://files.pythonhosted.org/packages/a6/b7/d07e44c49429eba1c2eeffbde551a9ea3838c5ab34fafd544999fd4f925e/dependencies-2.0.1-py2.py3-none-any.whl
198Requirement already satisfied: typing-extensions>=3.7.4 in /opt/conda/lib/python3.6/site-packages (from Brevitas==0.2.0a0) (3.7.4.3)
199Requirement already satisfied: dataclasses in /opt/conda/lib/python3.6/site-packages (from Brevitas==0.2.0a0) (0.8)
200Requirement already satisfied: numpy in /opt/conda/lib/python3.6/site-packages (from torch>=1.1.0->Brevitas==0.2.0a0) (1.19.5)
201Requirement already satisfied: six in /opt/conda/lib/python3.6/site-packages (from docrep->Brevitas==0.2.0a0) (1.15.0)
202Requirement already satisfied: pyparsing>=2.0.2 in /opt/conda/lib/python3.6/site-packages (from packaging->Brevitas==0.2.0a0) (2.4.7)
203Installing collected packages: dependencies, Brevitas
204  Running setup.py develop for Brevitas
205Successfully installed Brevitas dependencies-2.0.1
206cnpy @ 4e8810b1a8637695171ed346ce68f6984e585ef4
207finn-hlslib @ cfafe11a93b79ab1af7529d68f08886913a6466e
208PyVerilator @ e2ff74030de3992dcac54bf1b6aad2915946e8cb
209Obtaining file:///workspace/pyverilator
210Collecting tclwrapper>=0.0.1 (from PyVerilator==0.4.0)
211  Downloading https://files.pythonhosted.org/packages/c9/12/415ce7843101faccc72e05117e40a1534245774f40d2322a399e77d595cc/tclwrapper-0.0.1.tar.gz
212Building wheels for collected packages: tclwrapper
213  Building wheel for tclwrapper (setup.py) ... done
214  Stored in directory: /home/myroot/.cache/pip/wheels/80/e2/6e/38daa5a5f60e12aaf768cf2b4a7078da05d70b886d89d55303
215Successfully built tclwrapper
216Installing collected packages: tclwrapper, PyVerilator
217  Running setup.py develop for PyVerilator
218Successfully installed PyVerilator tclwrapper-0.0.1
219oh-my-xilinx @ 1bae737669901e762f581af73348332b5c4b2ada
220Obtaining file:///workspace/finn
221Requirement already satisfied: finn-base@ git+https://github.com/Xilinx/finn-base#egg=finn-base from git+https://github.com/Xilinx/finn-base#egg=finn-base in /workspace/finn-base/src (from finn==0.5b0+gaf783db.dirty) (0.0.post0.dev91+g1363981)
222Requirement already satisfied: bitstring>=3.1.7 in /opt/conda/lib/python3.6/site-packages (from finn-base@ git+https://github.com/Xilinx/finn-base#egg=finn-base->finn==0.5b0+gaf783db.dirty) (3.1.7)
223Requirement already satisfied: numpy in /opt/conda/lib/python3.6/site-packages (from finn-base@ git+https://github.com/Xilinx/finn-base#egg=finn-base->finn==0.5b0+gaf783db.dirty) (1.19.5)
224Installing collected packages: finn
225  Running setup.py develop for finn
226Successfully installed finn
227/usr/local/bin/finn_entrypoint.sh: line 58: :/tools/Xilinx/Vivado/2019.1/settings64.sh: No such file or directory
228Downloading Avnet BDF files into board_files
229Cloning into 'bdf'...
230fatal: unable to access 'https://github.com/Avnet/bdf.git/': gnutls_handshake() failed: The TLS connection was non-properly terminated.
231mv: cannot stat '/workspace/finn/bdf/*': No such file or directory
232Running quicktest: not (vivado or slow) with pytest-xdist
233running test
234Searching for pytest-cov
235Best match: pytest-cov 2.11.1
236Processing pytest_cov-2.11.1-py3.6.egg
237
238Using /workspace/finn/.eggs/pytest_cov-2.11.1-py3.6.egg
239Searching for coverage>=5.2.1
240Best match: coverage 5.5
241Processing coverage-5.5-py3.6-linux-x86_64.egg
242
243Using /workspace/finn/.eggs/coverage-5.5-py3.6-linux-x86_64.egg
244running egg_info
245writing src/finn.egg-info/PKG-INFO
246writing dependency_links to src/finn.egg-info/dependency_links.txt
247writing entry points to src/finn.egg-info/entry_points.txt
248writing requirements to src/finn.egg-info/requires.txt
249writing top-level names to src/finn.egg-info/top_level.txt
250package init file 'src/finn/__init__.py' not found (or not a regular file)
251package init file 'src/finn/analysis/__init__.py' not found (or not a regular file)
252package init file 'src/finn/transformation/__init__.py' not found (or not a regular file)
253package init file 'src/finn/util/__init__.py' not found (or not a regular file)
254package init file 'src/finn/custom_op/__init__.py' not found (or not a regular file)
255package init file 'src/finn/builder/__init__.py' not found (or not a regular file)
256package init file 'src/finn/analysis/fpgadataflow/__init__.py' not found (or not a regular file)
257package init file 'src/finn/qnn-data/cifar10/__init__.py' not found (or not a regular file)
258package init file 'src/finn/qnn-data/verilog/__init__.py' not found (or not a regular file)
259package init file 'src/finn/qnn-data/cpp/__init__.py' not found (or not a regular file)
260package init file 'src/finn/qnn-data/templates/__init__.py' not found (or not a regular file)
261package init file 'src/finn/qnn-data/build_dataflow/__init__.py' not found (or not a regular file)
262package init file 'src/finn/qnn-data/verilog/myadd/__init__.py' not found (or not a regular file)
263package init file 'src/finn/qnn-data/templates/driver/__init__.py' not found (or not a regular file)
264package init file 'src/finn/transformation/fpgadataflow/__init__.py' not found (or not a regular file)
265writing manifest file 'src/finn.egg-info/SOURCES.txt'
266running build_ext
267============================= test session starts ==============================
268platform linux -- Python 3.6.8, pytest-6.2.2, py-1.10.0, pluggy-0.13.1 -- /opt/conda/bin/python
269cachedir: .pytest_cache
270rootdir: /workspace/finn, configfile: setup.cfg, testpaths: tests
271plugins: cov-2.11.1, parallel-0.1.0, forked-1.3.0, xdist-2.0.0, dependency-0.5.1
272[gw0] linux Python 3.6.8 cwd: /workspace/finn
273[gw1] linux Python 3.6.8 cwd: /workspace/finn
274[gw2] linux Python 3.6.8 cwd: /workspace/finn
275[gw3] linux Python 3.6.8 cwd: /workspace/finn
276[gw0] Python 3.6.8 |Anaconda, Inc.| (default, Dec 30 2018, 01:22:34)  -- [GCC 7.3.0]
277[gw2] Python 3.6.8 |Anaconda, Inc.| (default, Dec 30 2018, 01:22:34)  -- [GCC 7.3.0]
278[gw3] Python 3.6.8 |Anaconda, Inc.| (default, Dec 30 2018, 01:22:34)  -- [GCC 7.3.0]
279[gw1] Python 3.6.8 |Anaconda, Inc.| (default, Dec 30 2018, 01:22:34)  -- [GCC 7.3.0]
280gw0 [743] / gw1 [743] / gw2 [743] / gw3 [743]
281scheduling tests via LoadFileScheduling
282
283tests/brevitas/test_brevitas_QConv2d.py::test_brevitas_QConv2d[32-False] 
284tests/brevitas/test_brevitas_cnv.py::test_brevitas_cnv_export_exec[1-1] 
285tests/test_enforce_import_order.py::test_enforce_import_order 
286tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-2-4-2-False-1-2] 
287[gw0] [  0%] PASSED tests/test_enforce_import_order.py::test_enforce_import_order 
288tests/brevitas/test_brevitas_debug.py::test_brevitas_debug 
289[gw3] [  0%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-2-4-2-False-1-2] 
290tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-2-4-2-False-1-3] 
291[gw3] [  0%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-2-4-2-False-1-3] 
292tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-2-4-2-False-2-2] 
293[gw2] [  0%] PASSED tests/brevitas/test_brevitas_QConv2d.py::test_brevitas_QConv2d[32-False] 
294tests/brevitas/test_brevitas_QConv2d.py::test_brevitas_QConv2d[32-True] 
295[gw3] [  0%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-2-4-2-False-2-2] 
296tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-2-4-2-False-2-3] 
297[gw3] [  0%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-2-4-2-False-2-3] 
298tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-2-4-2-True-1-2] 
299[gw3] [  0%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-2-4-2-True-1-2] 
300tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-2-4-2-True-1-3] 
301[gw3] [  1%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-2-4-2-True-1-3] 
302tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-2-4-2-True-2-2] 
303[gw2] [  1%] PASSED tests/brevitas/test_brevitas_QConv2d.py::test_brevitas_QConv2d[32-True] 
304tests/brevitas/test_brevitas_fc.py::test_brevitas_fc_onnx_export_and_exec[TFC-1-1] 
305[gw3] [  1%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-2-4-2-True-2-2] 
306tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-2-4-2-True-2-3] 
307[gw3] [  1%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-2-4-2-True-2-3] 
308tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-2-4-4-False-1-2] 
309[gw3] [  1%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-2-4-4-False-1-2] 
310tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-2-4-4-False-1-3] 
311[gw3] [  1%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-2-4-4-False-1-3] 
312tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-2-4-4-False-2-2] 
313[gw3] [  1%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-2-4-4-False-2-2] 
314tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-2-4-4-False-2-3] 
315[gw3] [  2%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-2-4-4-False-2-3] 
316tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-2-4-4-True-1-2] 
317[gw3] [  2%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-2-4-4-True-1-2] 
318tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-2-4-4-True-1-3] 
319[gw3] [  2%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-2-4-4-True-1-3] 
320tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-2-4-4-True-2-2] 
321[gw3] [  2%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-2-4-4-True-2-2] 
322tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-2-4-4-True-2-3] 
323[gw3] [  2%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-2-4-4-True-2-3] 
324tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-2-8-2-False-1-2] 
325[gw3] [  2%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-2-8-2-False-1-2] 
326tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-2-8-2-False-1-3] 
327[gw3] [  2%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-2-8-2-False-1-3] 
328tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-2-8-2-False-2-2] 
329[gw3] [  2%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-2-8-2-False-2-2] 
330tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-2-8-2-False-2-3] 
331[gw3] [  3%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-2-8-2-False-2-3] 
332tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-2-8-2-True-1-2] 
333[gw3] [  3%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-2-8-2-True-1-2] 
334tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-2-8-2-True-1-3] 
335[gw3] [  3%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-2-8-2-True-1-3] 
336tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-2-8-2-True-2-2] 
337[gw3] [  3%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-2-8-2-True-2-2] 
338tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-2-8-2-True-2-3] 
339[gw3] [  3%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-2-8-2-True-2-3] 
340tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-2-8-4-False-1-2] 
341[gw3] [  3%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-2-8-4-False-1-2] 
342tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-2-8-4-False-1-3] 
343[gw3] [  3%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-2-8-4-False-1-3] 
344tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-2-8-4-False-2-2] 
345[gw3] [  4%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-2-8-4-False-2-2] 
346tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-2-8-4-False-2-3] 
347[gw3] [  4%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-2-8-4-False-2-3] 
348tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-2-8-4-True-1-2] 
349[gw3] [  4%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-2-8-4-True-1-2] 
350tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-2-8-4-True-1-3] 
351[gw3] [  4%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-2-8-4-True-1-3] 
352tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-2-8-4-True-2-2] 
353[gw3] [  4%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-2-8-4-True-2-2] 
354tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-2-8-4-True-2-3] 
355[gw3] [  4%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-2-8-4-True-2-3] 
356tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-2-16-2-False-1-2] 
357[gw3] [  4%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-2-16-2-False-1-2] 
358tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-2-16-2-False-1-3] 
359[gw3] [  4%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-2-16-2-False-1-3] 
360tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-2-16-2-False-2-2] 
361[gw3] [  5%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-2-16-2-False-2-2] 
362tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-2-16-2-False-2-3] 
363[gw3] [  5%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-2-16-2-False-2-3] 
364tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-2-16-2-True-1-2] 
365[gw3] [  5%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-2-16-2-True-1-2] 
366tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-2-16-2-True-1-3] 
367[gw3] [  5%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-2-16-2-True-1-3] 
368tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-2-16-2-True-2-2] 
369[gw3] [  5%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-2-16-2-True-2-2] 
370tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-2-16-2-True-2-3] 
371[gw3] [  5%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-2-16-2-True-2-3] 
372tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-2-16-4-False-1-2] 
373[gw3] [  5%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-2-16-4-False-1-2] 
374tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-2-16-4-False-1-3] 
375[gw3] [  6%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-2-16-4-False-1-3] 
376tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-2-16-4-False-2-2] 
377[gw3] [  6%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-2-16-4-False-2-2] 
378tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-2-16-4-False-2-3] 
379[gw3] [  6%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-2-16-4-False-2-3] 
380tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-2-16-4-True-1-2] 
381[gw3] [  6%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-2-16-4-True-1-2] 
382tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-2-16-4-True-1-3] 
383[gw3] [  6%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-2-16-4-True-1-3] 
384tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-2-16-4-True-2-2] 
385[gw3] [  6%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-2-16-4-True-2-2] 
386tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-2-16-4-True-2-3] 
387[gw3] [  6%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-2-16-4-True-2-3] 
388tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-4-4-2-False-1-2] 
389[gw3] [  6%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-4-4-2-False-1-2] 
390tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-4-4-2-False-1-3] 
391[gw3] [  7%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-4-4-2-False-1-3] 
392tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-4-4-2-False-2-2] 
393[gw3] [  7%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-4-4-2-False-2-2] 
394tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-4-4-2-False-2-3] 
395[gw3] [  7%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-4-4-2-False-2-3] 
396tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-4-4-2-True-1-2] 
397[gw3] [  7%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-4-4-2-True-1-2] 
398tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-4-4-2-True-1-3] 
399[gw3] [  7%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-4-4-2-True-1-3] 
400tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-4-4-2-True-2-2] 
401[gw3] [  7%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-4-4-2-True-2-2] 
402tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-4-4-2-True-2-3] 
403[gw3] [  7%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-4-4-2-True-2-3] 
404tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-4-4-4-False-1-2] 
405[gw3] [  8%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-4-4-4-False-1-2] 
406tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-4-4-4-False-1-3] 
407[gw3] [  8%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-4-4-4-False-1-3] 
408tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-4-4-4-False-2-2] 
409[gw3] [  8%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-4-4-4-False-2-2] 
410tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-4-4-4-False-2-3] 
411[gw3] [  8%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-4-4-4-False-2-3] 
412tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-4-4-4-True-1-2] 
413[gw3] [  8%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-4-4-4-True-1-2] 
414tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-4-4-4-True-1-3] 
415[gw3] [  8%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-4-4-4-True-1-3] 
416tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-4-4-4-True-2-2] 
417[gw3] [  8%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-4-4-4-True-2-2] 
418tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-4-4-4-True-2-3] 
419[gw3] [  9%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-4-4-4-True-2-3] 
420tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-4-8-2-False-1-2] 
421[gw3] [  9%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-4-8-2-False-1-2] 
422tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-4-8-2-False-1-3] 
423[gw3] [  9%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-4-8-2-False-1-3] 
424tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-4-8-2-False-2-2] 
425[gw3] [  9%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-4-8-2-False-2-2] 
426tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-4-8-2-False-2-3] 
427[gw3] [  9%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-4-8-2-False-2-3] 
428tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-4-8-2-True-1-2] 
429[gw3] [  9%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-4-8-2-True-1-2] 
430tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-4-8-2-True-1-3] 
431[gw3] [  9%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-4-8-2-True-1-3] 
432tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-4-8-2-True-2-2] 
433[gw3] [  9%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-4-8-2-True-2-2] 
434tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-4-8-2-True-2-3] 
435[gw3] [ 10%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-4-8-2-True-2-3] 
436tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-4-8-4-False-1-2] 
437[gw3] [ 10%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-4-8-4-False-1-2] 
438tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-4-8-4-False-1-3] 
439[gw3] [ 10%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-4-8-4-False-1-3] 
440tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-4-8-4-False-2-2] 
441[gw3] [ 10%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-4-8-4-False-2-2] 
442tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-4-8-4-False-2-3] 
443[gw3] [ 10%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-4-8-4-False-2-3] 
444tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-4-8-4-True-1-2] 
445[gw3] [ 10%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-4-8-4-True-1-2] 
446tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-4-8-4-True-1-3] 
447[gw3] [ 10%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-4-8-4-True-1-3] 
448tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-4-8-4-True-2-2] 
449[gw3] [ 11%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-4-8-4-True-2-2] 
450tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-4-8-4-True-2-3] 
451[gw3] [ 11%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-4-8-4-True-2-3] 
452tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-4-16-2-False-1-2] 
453[gw3] [ 11%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-4-16-2-False-1-2] 
454tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-4-16-2-False-1-3] 
455[gw3] [ 11%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-4-16-2-False-1-3] 
456tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-4-16-2-False-2-2] 
457[gw3] [ 11%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-4-16-2-False-2-2] 
458tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-4-16-2-False-2-3] 
459[gw3] [ 11%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-4-16-2-False-2-3] 
460tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-4-16-2-True-1-2] 
461[gw3] [ 11%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-4-16-2-True-1-2] 
462tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-4-16-2-True-1-3] 
463[gw3] [ 11%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-4-16-2-True-1-3] 
464tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-4-16-2-True-2-2] 
465[gw3] [ 12%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-4-16-2-True-2-2] 
466tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-4-16-2-True-2-3] 
467[gw3] [ 12%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-4-16-2-True-2-3] 
468tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-4-16-4-False-1-2] 
469[gw3] [ 12%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-4-16-4-False-1-2] 
470tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-4-16-4-False-1-3] 
471[gw3] [ 12%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-4-16-4-False-1-3] 
472tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-4-16-4-False-2-2] 
473[gw3] [ 12%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-4-16-4-False-2-2] 
474tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-4-16-4-False-2-3] 
475[gw3] [ 12%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-4-16-4-False-2-3] 
476tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-4-16-4-True-1-2] 
477[gw3] [ 12%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-4-16-4-True-1-2] 
478tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-4-16-4-True-1-3] 
479[gw3] [ 13%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-4-16-4-True-1-3] 
480tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-4-16-4-True-2-2] 
481[gw3] [ 13%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-4-16-4-True-2-2] 
482tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-4-16-4-True-2-3] 
483[gw3] [ 13%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[7-4-16-4-True-2-3] 
484tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-2-4-2-False-1-2] 
485[gw3] [ 13%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-2-4-2-False-1-2] 
486tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-2-4-2-False-1-3] 
487[gw3] [ 13%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-2-4-2-False-1-3] 
488tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-2-4-2-False-2-2] 
489[gw3] [ 13%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-2-4-2-False-2-2] 
490tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-2-4-2-False-2-3] 
491[gw3] [ 13%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-2-4-2-False-2-3] 
492tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-2-4-2-True-1-2] 
493[gw3] [ 13%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-2-4-2-True-1-2] 
494tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-2-4-2-True-1-3] 
495[gw3] [ 14%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-2-4-2-True-1-3] 
496tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-2-4-2-True-2-2] 
497[gw3] [ 14%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-2-4-2-True-2-2] 
498tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-2-4-2-True-2-3] 
499[gw3] [ 14%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-2-4-2-True-2-3] 
500tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-2-4-4-False-1-2] 
501[gw3] [ 14%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-2-4-4-False-1-2] 
502tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-2-4-4-False-1-3] 
503[gw3] [ 14%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-2-4-4-False-1-3] 
504tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-2-4-4-False-2-2] 
505[gw3] [ 14%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-2-4-4-False-2-2] 
506tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-2-4-4-False-2-3] 
507[gw3] [ 14%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-2-4-4-False-2-3] 
508tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-2-4-4-True-1-2] 
509[gw3] [ 15%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-2-4-4-True-1-2] 
510tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-2-4-4-True-1-3] 
511[gw3] [ 15%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-2-4-4-True-1-3] 
512tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-2-4-4-True-2-2] 
513[gw3] [ 15%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-2-4-4-True-2-2] 
514tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-2-4-4-True-2-3] 
515[gw3] [ 15%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-2-4-4-True-2-3] 
516tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-2-8-2-False-1-2] 
517[gw3] [ 15%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-2-8-2-False-1-2] 
518tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-2-8-2-False-1-3] 
519[gw3] [ 15%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-2-8-2-False-1-3] 
520tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-2-8-2-False-2-2] 
521[gw3] [ 15%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-2-8-2-False-2-2] 
522tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-2-8-2-False-2-3] 
523[gw3] [ 16%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-2-8-2-False-2-3] 
524tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-2-8-2-True-1-2] 
525[gw3] [ 16%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-2-8-2-True-1-2] 
526tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-2-8-2-True-1-3] 
527[gw3] [ 16%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-2-8-2-True-1-3] 
528tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-2-8-2-True-2-2] 
529[gw3] [ 16%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-2-8-2-True-2-2] 
530tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-2-8-2-True-2-3] 
531[gw3] [ 16%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-2-8-2-True-2-3] 
532tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-2-8-4-False-1-2] 
533[gw3] [ 16%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-2-8-4-False-1-2] 
534tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-2-8-4-False-1-3] 
535[gw3] [ 16%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-2-8-4-False-1-3] 
536tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-2-8-4-False-2-2] 
537[gw3] [ 16%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-2-8-4-False-2-2] 
538tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-2-8-4-False-2-3] 
539[gw3] [ 17%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-2-8-4-False-2-3] 
540tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-2-8-4-True-1-2] 
541[gw3] [ 17%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-2-8-4-True-1-2] 
542tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-2-8-4-True-1-3] 
543[gw3] [ 17%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-2-8-4-True-1-3] 
544tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-2-8-4-True-2-2] 
545[gw3] [ 17%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-2-8-4-True-2-2] 
546tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-2-8-4-True-2-3] 
547[gw3] [ 17%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-2-8-4-True-2-3] 
548tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-2-16-2-False-1-2] 
549[gw3] [ 17%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-2-16-2-False-1-2] 
550tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-2-16-2-False-1-3] 
551[gw3] [ 17%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-2-16-2-False-1-3] 
552tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-2-16-2-False-2-2] 
553[gw3] [ 18%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-2-16-2-False-2-2] 
554tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-2-16-2-False-2-3] 
555[gw3] [ 18%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-2-16-2-False-2-3] 
556tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-2-16-2-True-1-2] 
557[gw3] [ 18%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-2-16-2-True-1-2] 
558tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-2-16-2-True-1-3] 
559[gw3] [ 18%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-2-16-2-True-1-3] 
560tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-2-16-2-True-2-2] 
561[gw3] [ 18%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-2-16-2-True-2-2] 
562tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-2-16-2-True-2-3] 
563[gw3] [ 18%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-2-16-2-True-2-3] 
564tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-2-16-4-False-1-2] 
565[gw3] [ 18%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-2-16-4-False-1-2] 
566tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-2-16-4-False-1-3] 
567[gw3] [ 18%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-2-16-4-False-1-3] 
568tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-2-16-4-False-2-2] 
569[gw3] [ 19%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-2-16-4-False-2-2] 
570tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-2-16-4-False-2-3] 
571[gw3] [ 19%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-2-16-4-False-2-3] 
572tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-2-16-4-True-1-2] 
573[gw3] [ 19%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-2-16-4-True-1-2] 
574tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-2-16-4-True-1-3] 
575[gw3] [ 19%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-2-16-4-True-1-3] 
576tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-2-16-4-True-2-2] 
577[gw3] [ 19%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-2-16-4-True-2-2] 
578tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-2-16-4-True-2-3] 
579[gw3] [ 19%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-2-16-4-True-2-3] 
580tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-4-4-2-False-1-2] 
581[gw3] [ 19%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-4-4-2-False-1-2] 
582tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-4-4-2-False-1-3] 
583[gw3] [ 20%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-4-4-2-False-1-3] 
584tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-4-4-2-False-2-2] 
585[gw3] [ 20%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-4-4-2-False-2-2] 
586tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-4-4-2-False-2-3] 
587[gw3] [ 20%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-4-4-2-False-2-3] 
588tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-4-4-2-True-1-2] 
589[gw3] [ 20%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-4-4-2-True-1-2] 
590tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-4-4-2-True-1-3] 
591[gw3] [ 20%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-4-4-2-True-1-3] 
592tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-4-4-2-True-2-2] 
593[gw3] [ 20%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-4-4-2-True-2-2] 
594tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-4-4-2-True-2-3] 
595[gw3] [ 20%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-4-4-2-True-2-3] 
596tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-4-4-4-False-1-2] 
597[gw3] [ 20%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-4-4-4-False-1-2] 
598tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-4-4-4-False-1-3] 
599[gw3] [ 21%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-4-4-4-False-1-3] 
600tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-4-4-4-False-2-2] 
601[gw3] [ 21%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-4-4-4-False-2-2] 
602tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-4-4-4-False-2-3] 
603[gw3] [ 21%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-4-4-4-False-2-3] 
604tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-4-4-4-True-1-2] 
605[gw3] [ 21%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-4-4-4-True-1-2] 
606tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-4-4-4-True-1-3] 
607[gw3] [ 21%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-4-4-4-True-1-3] 
608tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-4-4-4-True-2-2] 
609[gw3] [ 21%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-4-4-4-True-2-2] 
610tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-4-4-4-True-2-3] 
611[gw3] [ 21%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-4-4-4-True-2-3] 
612tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-4-8-2-False-1-2] 
613[gw3] [ 22%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-4-8-2-False-1-2] 
614tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-4-8-2-False-1-3] 
615[gw3] [ 22%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-4-8-2-False-1-3] 
616tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-4-8-2-False-2-2] 
617[gw3] [ 22%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-4-8-2-False-2-2] 
618tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-4-8-2-False-2-3] 
619[gw3] [ 22%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-4-8-2-False-2-3] 
620tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-4-8-2-True-1-2] 
621[gw3] [ 22%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-4-8-2-True-1-2] 
622tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-4-8-2-True-1-3] 
623[gw3] [ 22%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-4-8-2-True-1-3] 
624tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-4-8-2-True-2-2] 
625[gw3] [ 22%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-4-8-2-True-2-2] 
626tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-4-8-2-True-2-3] 
627[gw3] [ 23%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-4-8-2-True-2-3] 
628tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-4-8-4-False-1-2] 
629[gw3] [ 23%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-4-8-4-False-1-2] 
630tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-4-8-4-False-1-3] 
631[gw3] [ 23%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-4-8-4-False-1-3] 
632tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-4-8-4-False-2-2] 
633[gw3] [ 23%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-4-8-4-False-2-2] 
634tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-4-8-4-False-2-3] 
635[gw3] [ 23%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-4-8-4-False-2-3] 
636tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-4-8-4-True-1-2] 
637[gw3] [ 23%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-4-8-4-True-1-2] 
638tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-4-8-4-True-1-3] 
639[gw3] [ 23%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-4-8-4-True-1-3] 
640tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-4-8-4-True-2-2] 
641[gw3] [ 23%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-4-8-4-True-2-2] 
642tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-4-8-4-True-2-3] 
643[gw3] [ 24%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-4-8-4-True-2-3] 
644tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-4-16-2-False-1-2] 
645[gw3] [ 24%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-4-16-2-False-1-2] 
646tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-4-16-2-False-1-3] 
647[gw3] [ 24%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-4-16-2-False-1-3] 
648tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-4-16-2-False-2-2] 
649[gw3] [ 24%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-4-16-2-False-2-2] 
650tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-4-16-2-False-2-3] 
651[gw3] [ 24%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-4-16-2-False-2-3] 
652tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-4-16-2-True-1-2] 
653[gw3] [ 24%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-4-16-2-True-1-2] 
654tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-4-16-2-True-1-3] 
655[gw3] [ 24%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-4-16-2-True-1-3] 
656tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-4-16-2-True-2-2] 
657[gw3] [ 25%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-4-16-2-True-2-2] 
658tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-4-16-2-True-2-3] 
659[gw3] [ 25%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-4-16-2-True-2-3] 
660tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-4-16-4-False-1-2] 
661[gw3] [ 25%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-4-16-4-False-1-2] 
662tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-4-16-4-False-1-3] 
663[gw3] [ 25%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-4-16-4-False-1-3] 
664tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-4-16-4-False-2-2] 
665[gw3] [ 25%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-4-16-4-False-2-2] 
666tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-4-16-4-False-2-3] 
667[gw3] [ 25%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-4-16-4-False-2-3] 
668tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-4-16-4-True-1-2] 
669[gw3] [ 25%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-4-16-4-True-1-2] 
670tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-4-16-4-True-1-3] 
671[gw3] [ 25%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-4-16-4-True-1-3] 
672tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-4-16-4-True-2-2] 
673[gw3] [ 26%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-4-16-4-True-2-2] 
674tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-4-16-4-True-2-3] 
675[gw3] [ 26%] PASSED tests/brevitas/test_brevitas_avg_pool_export.py::test_brevitas_avg_pool_export[8-4-16-4-True-2-3] 
676tests/brevitas/test_brevitas_non_scaled_QuantHardTanh_export.py::test_brevitas_act_export_qhardtanh_nonscaled[1.0-False-1] 
677[gw3] [ 26%] PASSED tests/brevitas/test_brevitas_non_scaled_QuantHardTanh_export.py::test_brevitas_act_export_qhardtanh_nonscaled[1.0-False-1] 
678tests/brevitas/test_brevitas_non_scaled_QuantHardTanh_export.py::test_brevitas_act_export_qhardtanh_nonscaled[1.0-False-2] 
679[gw3] [ 26%] PASSED tests/brevitas/test_brevitas_non_scaled_QuantHardTanh_export.py::test_brevitas_act_export_qhardtanh_nonscaled[1.0-False-2] 
680tests/brevitas/test_brevitas_non_scaled_QuantHardTanh_export.py::test_brevitas_act_export_qhardtanh_nonscaled[1.0-False-4] 
681[gw3] [ 26%] PASSED tests/brevitas/test_brevitas_non_scaled_QuantHardTanh_export.py::test_brevitas_act_export_qhardtanh_nonscaled[1.0-False-4] 
682tests/brevitas/test_brevitas_non_scaled_QuantHardTanh_export.py::test_brevitas_act_export_qhardtanh_nonscaled[1.0-False-8] 
683[gw3] [ 26%] PASSED tests/brevitas/test_brevitas_non_scaled_QuantHardTanh_export.py::test_brevitas_act_export_qhardtanh_nonscaled[1.0-False-8] 
684tests/brevitas/test_brevitas_non_scaled_QuantHardTanh_export.py::test_brevitas_act_export_qhardtanh_nonscaled[1.0-True-1] 
685[gw3] [ 26%] PASSED tests/brevitas/test_brevitas_non_scaled_QuantHardTanh_export.py::test_brevitas_act_export_qhardtanh_nonscaled[1.0-True-1] 
686tests/brevitas/test_brevitas_non_scaled_QuantHardTanh_export.py::test_brevitas_act_export_qhardtanh_nonscaled[1.0-True-2] 
687[gw3] [ 27%] PASSED tests/brevitas/test_brevitas_non_scaled_QuantHardTanh_export.py::test_brevitas_act_export_qhardtanh_nonscaled[1.0-True-2] 
688tests/brevitas/test_brevitas_non_scaled_QuantHardTanh_export.py::test_brevitas_act_export_qhardtanh_nonscaled[1.0-True-4] 
689[gw3] [ 27%] PASSED tests/brevitas/test_brevitas_non_scaled_QuantHardTanh_export.py::test_brevitas_act_export_qhardtanh_nonscaled[1.0-True-4] 
690tests/brevitas/test_brevitas_non_scaled_QuantHardTanh_export.py::test_brevitas_act_export_qhardtanh_nonscaled[1.0-True-8] 
691[gw3] [ 27%] PASSED tests/brevitas/test_brevitas_non_scaled_QuantHardTanh_export.py::test_brevitas_act_export_qhardtanh_nonscaled[1.0-True-8] 
692tests/brevitas/test_brevitas_non_scaled_QuantHardTanh_export.py::test_brevitas_act_export_qhardtanh_nonscaled[0.9921875-False-1] 
693[gw3] [ 27%] PASSED tests/brevitas/test_brevitas_non_scaled_QuantHardTanh_export.py::test_brevitas_act_export_qhardtanh_nonscaled[0.9921875-False-1] 
694tests/brevitas/test_brevitas_non_scaled_QuantHardTanh_export.py::test_brevitas_act_export_qhardtanh_nonscaled[0.9921875-False-2] 
695[gw3] [ 27%] PASSED tests/brevitas/test_brevitas_non_scaled_QuantHardTanh_export.py::test_brevitas_act_export_qhardtanh_nonscaled[0.9921875-False-2] 
696tests/brevitas/test_brevitas_non_scaled_QuantHardTanh_export.py::test_brevitas_act_export_qhardtanh_nonscaled[0.9921875-False-4] 
697[gw3] [ 27%] PASSED tests/brevitas/test_brevitas_non_scaled_QuantHardTanh_export.py::test_brevitas_act_export_qhardtanh_nonscaled[0.9921875-False-4] 
698tests/brevitas/test_brevitas_non_scaled_QuantHardTanh_export.py::test_brevitas_act_export_qhardtanh_nonscaled[0.9921875-False-8] 
699[gw3] [ 27%] PASSED tests/brevitas/test_brevitas_non_scaled_QuantHardTanh_export.py::test_brevitas_act_export_qhardtanh_nonscaled[0.9921875-False-8] 
700tests/brevitas/test_brevitas_non_scaled_QuantHardTanh_export.py::test_brevitas_act_export_qhardtanh_nonscaled[0.9921875-True-1] 
701[gw3] [ 27%] PASSED tests/brevitas/test_brevitas_non_scaled_QuantHardTanh_export.py::test_brevitas_act_export_qhardtanh_nonscaled[0.9921875-True-1] 
702tests/brevitas/test_brevitas_non_scaled_QuantHardTanh_export.py::test_brevitas_act_export_qhardtanh_nonscaled[0.9921875-True-2] 
703[gw3] [ 28%] PASSED tests/brevitas/test_brevitas_non_scaled_QuantHardTanh_export.py::test_brevitas_act_export_qhardtanh_nonscaled[0.9921875-True-2] 
704tests/brevitas/test_brevitas_non_scaled_QuantHardTanh_export.py::test_brevitas_act_export_qhardtanh_nonscaled[0.9921875-True-4] 
705[gw3] [ 28%] PASSED tests/brevitas/test_brevitas_non_scaled_QuantHardTanh_export.py::test_brevitas_act_export_qhardtanh_nonscaled[0.9921875-True-4] 
706tests/brevitas/test_brevitas_non_scaled_QuantHardTanh_export.py::test_brevitas_act_export_qhardtanh_nonscaled[0.9921875-True-8] 
707[gw3] [ 28%] PASSED tests/brevitas/test_brevitas_non_scaled_QuantHardTanh_export.py::test_brevitas_act_export_qhardtanh_nonscaled[0.9921875-True-8] 
708tests/brevitas/test_brevitas_relu_act_export.py::test_brevitas_act_export_relu[CONST-1.0-2] 
709[gw3] [ 28%] PASSED tests/brevitas/test_brevitas_relu_act_export.py::test_brevitas_act_export_relu[CONST-1.0-2] 
710tests/brevitas/test_brevitas_relu_act_export.py::test_brevitas_act_export_relu[CONST-1.0-4] 
711[gw3] [ 28%] PASSED tests/brevitas/test_brevitas_relu_act_export.py::test_brevitas_act_export_relu[CONST-1.0-4] 
712tests/brevitas/test_brevitas_relu_act_export.py::test_brevitas_act_export_relu[CONST-1.0-8] 
713[gw3] [ 28%] PASSED tests/brevitas/test_brevitas_relu_act_export.py::test_brevitas_act_export_relu[CONST-1.0-8] 
714tests/brevitas/test_brevitas_relu_act_export.py::test_brevitas_act_export_relu[CONST-1.5-2] 
715[gw3] [ 28%] PASSED tests/brevitas/test_brevitas_relu_act_export.py::test_brevitas_act_export_relu[CONST-1.5-2] 
716tests/brevitas/test_brevitas_relu_act_export.py::test_brevitas_act_export_relu[CONST-1.5-4] 
717[gw3] [ 29%] PASSED tests/brevitas/test_brevitas_relu_act_export.py::test_brevitas_act_export_relu[CONST-1.5-4] 
718tests/brevitas/test_brevitas_relu_act_export.py::test_brevitas_act_export_relu[CONST-1.5-8] 
719[gw3] [ 29%] PASSED tests/brevitas/test_brevitas_relu_act_export.py::test_brevitas_act_export_relu[CONST-1.5-8] 
720tests/brevitas/test_brevitas_relu_act_export.py::test_brevitas_act_export_relu[CONST-0.9921875-2] 
721[gw3] [ 29%] PASSED tests/brevitas/test_brevitas_relu_act_export.py::test_brevitas_act_export_relu[CONST-0.9921875-2] 
722tests/brevitas/test_brevitas_relu_act_export.py::test_brevitas_act_export_relu[CONST-0.9921875-4] 
723[gw3] [ 29%] PASSED tests/brevitas/test_brevitas_relu_act_export.py::test_brevitas_act_export_relu[CONST-0.9921875-4] 
724tests/brevitas/test_brevitas_relu_act_export.py::test_brevitas_act_export_relu[CONST-0.9921875-8] 
725[gw3] [ 29%] PASSED tests/brevitas/test_brevitas_relu_act_export.py::test_brevitas_act_export_relu[CONST-0.9921875-8] 
726tests/brevitas/test_brevitas_relu_act_export.py::test_brevitas_act_export_relu[PARAMETER-1.0-2] 
727[gw3] [ 29%] PASSED tests/brevitas/test_brevitas_relu_act_export.py::test_brevitas_act_export_relu[PARAMETER-1.0-2] 
728tests/brevitas/test_brevitas_relu_act_export.py::test_brevitas_act_export_relu[PARAMETER-1.0-4] 
729[gw3] [ 29%] PASSED tests/brevitas/test_brevitas_relu_act_export.py::test_brevitas_act_export_relu[PARAMETER-1.0-4] 
730tests/brevitas/test_brevitas_relu_act_export.py::test_brevitas_act_export_relu[PARAMETER-1.0-8] 
731[gw3] [ 30%] PASSED tests/brevitas/test_brevitas_relu_act_export.py::test_brevitas_act_export_relu[PARAMETER-1.0-8] 
732tests/brevitas/test_brevitas_relu_act_export.py::test_brevitas_act_export_relu[PARAMETER-1.5-2] 
733[gw3] [ 30%] PASSED tests/brevitas/test_brevitas_relu_act_export.py::test_brevitas_act_export_relu[PARAMETER-1.5-2] 
734tests/brevitas/test_brevitas_relu_act_export.py::test_brevitas_act_export_relu[PARAMETER-1.5-4] 
735[gw3] [ 30%] PASSED tests/brevitas/test_brevitas_relu_act_export.py::test_brevitas_act_export_relu[PARAMETER-1.5-4] 
736tests/brevitas/test_brevitas_relu_act_export.py::test_brevitas_act_export_relu[PARAMETER-1.5-8] 
737[gw3] [ 30%] PASSED tests/brevitas/test_brevitas_relu_act_export.py::test_brevitas_act_export_relu[PARAMETER-1.5-8] 
738tests/brevitas/test_brevitas_relu_act_export.py::test_brevitas_act_export_relu[PARAMETER-0.9921875-2] 
739[gw3] [ 30%] PASSED tests/brevitas/test_brevitas_relu_act_export.py::test_brevitas_act_export_relu[PARAMETER-0.9921875-2] 
740tests/brevitas/test_brevitas_relu_act_export.py::test_brevitas_act_export_relu[PARAMETER-0.9921875-4] 
741[gw3] [ 30%] PASSED tests/brevitas/test_brevitas_relu_act_export.py::test_brevitas_act_export_relu[PARAMETER-0.9921875-4] 
742tests/brevitas/test_brevitas_relu_act_export.py::test_brevitas_act_export_relu[PARAMETER-0.9921875-8] 
743[gw3] [ 30%] PASSED tests/brevitas/test_brevitas_relu_act_export.py::test_brevitas_act_export_relu[PARAMETER-0.9921875-8] 
744tests/brevitas/test_brevitas_relu_act_export.py::test_brevitas_act_export_relu_imagenet[True-1.0-2] 
745[gw3] [ 30%] PASSED tests/brevitas/test_brevitas_relu_act_export.py::test_brevitas_act_export_relu_imagenet[True-1.0-2] 
746tests/brevitas/test_brevitas_relu_act_export.py::test_brevitas_act_export_relu_imagenet[True-1.0-4] 
747[gw3] [ 31%] PASSED tests/brevitas/test_brevitas_relu_act_export.py::test_brevitas_act_export_relu_imagenet[True-1.0-4] 
748tests/brevitas/test_brevitas_relu_act_export.py::test_brevitas_act_export_relu_imagenet[True-1.0-8] 
749[gw3] [ 31%] PASSED tests/brevitas/test_brevitas_relu_act_export.py::test_brevitas_act_export_relu_imagenet[True-1.0-8] 
750tests/brevitas/test_brevitas_relu_act_export.py::test_brevitas_act_export_relu_imagenet[True-1.5-2] 
751[gw3] [ 31%] PASSED tests/brevitas/test_brevitas_relu_act_export.py::test_brevitas_act_export_relu_imagenet[True-1.5-2] 
752tests/brevitas/test_brevitas_relu_act_export.py::test_brevitas_act_export_relu_imagenet[True-1.5-4] 
753[gw3] [ 31%] PASSED tests/brevitas/test_brevitas_relu_act_export.py::test_brevitas_act_export_relu_imagenet[True-1.5-4] 
754tests/brevitas/test_brevitas_relu_act_export.py::test_brevitas_act_export_relu_imagenet[True-1.5-8] 
755[gw3] [ 31%] PASSED tests/brevitas/test_brevitas_relu_act_export.py::test_brevitas_act_export_relu_imagenet[True-1.5-8] 
756tests/brevitas/test_brevitas_relu_act_export.py::test_brevitas_act_export_relu_imagenet[True-0.9921875-2] 
757[gw3] [ 31%] PASSED tests/brevitas/test_brevitas_relu_act_export.py::test_brevitas_act_export_relu_imagenet[True-0.9921875-2] 
758tests/brevitas/test_brevitas_relu_act_export.py::test_brevitas_act_export_relu_imagenet[True-0.9921875-4] 
759[gw3] [ 31%] PASSED tests/brevitas/test_brevitas_relu_act_export.py::test_brevitas_act_export_relu_imagenet[True-0.9921875-4] 
760tests/brevitas/test_brevitas_relu_act_export.py::test_brevitas_act_export_relu_imagenet[True-0.9921875-8] 
761[gw3] [ 32%] PASSED tests/brevitas/test_brevitas_relu_act_export.py::test_brevitas_act_export_relu_imagenet[True-0.9921875-8] 
762tests/brevitas/test_brevitas_relu_act_export.py::test_brevitas_act_export_relu_imagenet[False-1.0-2] 
763[gw3] [ 32%] PASSED tests/brevitas/test_brevitas_relu_act_export.py::test_brevitas_act_export_relu_imagenet[False-1.0-2] 
764tests/brevitas/test_brevitas_relu_act_export.py::test_brevitas_act_export_relu_imagenet[False-1.0-4] 
765[gw3] [ 32%] PASSED tests/brevitas/test_brevitas_relu_act_export.py::test_brevitas_act_export_relu_imagenet[False-1.0-4] 
766tests/brevitas/test_brevitas_relu_act_export.py::test_brevitas_act_export_relu_imagenet[False-1.0-8] 
767[gw3] [ 32%] PASSED tests/brevitas/test_brevitas_relu_act_export.py::test_brevitas_act_export_relu_imagenet[False-1.0-8] 
768tests/brevitas/test_brevitas_relu_act_export.py::test_brevitas_act_export_relu_imagenet[False-1.5-2] 
769[gw3] [ 32%] PASSED tests/brevitas/test_brevitas_relu_act_export.py::test_brevitas_act_export_relu_imagenet[False-1.5-2] 
770tests/brevitas/test_brevitas_relu_act_export.py::test_brevitas_act_export_relu_imagenet[False-1.5-4] 
771[gw3] [ 32%] PASSED tests/brevitas/test_brevitas_relu_act_export.py::test_brevitas_act_export_relu_imagenet[False-1.5-4] 
772tests/brevitas/test_brevitas_relu_act_export.py::test_brevitas_act_export_relu_imagenet[False-1.5-8] 
773[gw3] [ 32%] PASSED tests/brevitas/test_brevitas_relu_act_export.py::test_brevitas_act_export_relu_imagenet[False-1.5-8] 
774tests/brevitas/test_brevitas_relu_act_export.py::test_brevitas_act_export_relu_imagenet[False-0.9921875-2] 
775[gw3] [ 32%] PASSED tests/brevitas/test_brevitas_relu_act_export.py::test_brevitas_act_export_relu_imagenet[False-0.9921875-2] 
776tests/brevitas/test_brevitas_relu_act_export.py::test_brevitas_act_export_relu_imagenet[False-0.9921875-4] 
777[gw3] [ 33%] PASSED tests/brevitas/test_brevitas_relu_act_export.py::test_brevitas_act_export_relu_imagenet[False-0.9921875-4] 
778tests/brevitas/test_brevitas_relu_act_export.py::test_brevitas_act_export_relu_imagenet[False-0.9921875-8] 
779[gw3] [ 33%] PASSED tests/brevitas/test_brevitas_relu_act_export.py::test_brevitas_act_export_relu_imagenet[False-0.9921875-8] 
780tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[CONST-1.0--1.0-False-2] 
781[gw3] [ 33%] PASSED tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[CONST-1.0--1.0-False-2] 
782tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[CONST-1.0--1.0-False-4] 
783[gw3] [ 33%] PASSED tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[CONST-1.0--1.0-False-4] 
784tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[CONST-1.0--1.0-False-8] 
785[gw3] [ 33%] PASSED tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[CONST-1.0--1.0-False-8] 
786tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[CONST-1.0--1.0-True-2] 
787[gw3] [ 33%] PASSED tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[CONST-1.0--1.0-True-2] 
788tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[CONST-1.0--1.0-True-4] 
789[gw3] [ 33%] PASSED tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[CONST-1.0--1.0-True-4] 
790tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[CONST-1.0--1.0-True-8] 
791[gw3] [ 34%] PASSED tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[CONST-1.0--1.0-True-8] 
792tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[CONST-1.0--0.9921875-False-2] 
793[gw3] [ 34%] PASSED tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[CONST-1.0--0.9921875-False-2] 
794tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[CONST-1.0--0.9921875-False-4] 
795[gw3] [ 34%] PASSED tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[CONST-1.0--0.9921875-False-4] 
796tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[CONST-1.0--0.9921875-False-8] 
797[gw3] [ 34%] PASSED tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[CONST-1.0--0.9921875-False-8] 
798tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[CONST-1.0--0.9921875-True-2] 
799[gw3] [ 34%] PASSED tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[CONST-1.0--0.9921875-True-2] 
800tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[CONST-1.0--0.9921875-True-4] 
801[gw3] [ 34%] PASSED tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[CONST-1.0--0.9921875-True-4] 
802tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[CONST-1.0--0.9921875-True-8] 
803[gw3] [ 34%] PASSED tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[CONST-1.0--0.9921875-True-8] 
804tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[CONST-1.0--2-False-2] 
805[gw3] [ 34%] PASSED tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[CONST-1.0--2-False-2] 
806tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[CONST-1.0--2-False-4] 
807[gw3] [ 35%] PASSED tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[CONST-1.0--2-False-4] 
808tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[CONST-1.0--2-False-8] 
809[gw3] [ 35%] PASSED tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[CONST-1.0--2-False-8] 
810tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[CONST-1.0--2-True-2] 
811[gw3] [ 35%] PASSED tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[CONST-1.0--2-True-2] 
812tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[CONST-1.0--2-True-4] 
813[gw3] [ 35%] PASSED tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[CONST-1.0--2-True-4] 
814tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[CONST-1.0--2-True-8] 
815[gw3] [ 35%] PASSED tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[CONST-1.0--2-True-8] 
816tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[CONST-0.9921875--1.0-False-2] 
817[gw3] [ 35%] PASSED tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[CONST-0.9921875--1.0-False-2] 
818tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[CONST-0.9921875--1.0-False-4] 
819[gw3] [ 35%] PASSED tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[CONST-0.9921875--1.0-False-4] 
820tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[CONST-0.9921875--1.0-False-8] 
821[gw3] [ 36%] PASSED tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[CONST-0.9921875--1.0-False-8] 
822tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[CONST-0.9921875--1.0-True-2] 
823[gw3] [ 36%] PASSED tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[CONST-0.9921875--1.0-True-2] 
824tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[CONST-0.9921875--1.0-True-4] 
825[gw3] [ 36%] PASSED tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[CONST-0.9921875--1.0-True-4] 
826tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[CONST-0.9921875--1.0-True-8] 
827[gw3] [ 36%] PASSED tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[CONST-0.9921875--1.0-True-8] 
828tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[CONST-0.9921875--0.9921875-False-2] 
829[gw3] [ 36%] PASSED tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[CONST-0.9921875--0.9921875-False-2] 
830tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[CONST-0.9921875--0.9921875-False-4] 
831[gw3] [ 36%] PASSED tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[CONST-0.9921875--0.9921875-False-4] 
832tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[CONST-0.9921875--0.9921875-False-8] 
833[gw3] [ 36%] PASSED tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[CONST-0.9921875--0.9921875-False-8] 
834tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[CONST-0.9921875--0.9921875-True-2] 
835[gw3] [ 37%] PASSED tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[CONST-0.9921875--0.9921875-True-2] 
836tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[CONST-0.9921875--0.9921875-True-4] 
837[gw3] [ 37%] PASSED tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[CONST-0.9921875--0.9921875-True-4] 
838tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[CONST-0.9921875--0.9921875-True-8] 
839[gw3] [ 37%] PASSED tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[CONST-0.9921875--0.9921875-True-8] 
840tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[CONST-0.9921875--2-False-2] 
841[gw3] [ 37%] PASSED tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[CONST-0.9921875--2-False-2] 
842tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[CONST-0.9921875--2-False-4] 
843[gw3] [ 37%] PASSED tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[CONST-0.9921875--2-False-4] 
844tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[CONST-0.9921875--2-False-8] 
845[gw3] [ 37%] PASSED tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[CONST-0.9921875--2-False-8] 
846tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[CONST-0.9921875--2-True-2] 
847[gw3] [ 37%] PASSED tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[CONST-0.9921875--2-True-2] 
848tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[CONST-0.9921875--2-True-4] 
849[gw3] [ 37%] PASSED tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[CONST-0.9921875--2-True-4] 
850tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[CONST-0.9921875--2-True-8] 
851[gw3] [ 38%] PASSED tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[CONST-0.9921875--2-True-8] 
852tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[CONST-2--1.0-False-2] 
853[gw3] [ 38%] PASSED tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[CONST-2--1.0-False-2] 
854tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[CONST-2--1.0-False-4] 
855[gw3] [ 38%] PASSED tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[CONST-2--1.0-False-4] 
856tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[CONST-2--1.0-False-8] 
857[gw3] [ 38%] PASSED tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[CONST-2--1.0-False-8] 
858tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[CONST-2--1.0-True-2] 
859[gw3] [ 38%] PASSED tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[CONST-2--1.0-True-2] 
860tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[CONST-2--1.0-True-4] 
861[gw3] [ 38%] PASSED tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[CONST-2--1.0-True-4] 
862tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[CONST-2--1.0-True-8] 
863[gw3] [ 38%] PASSED tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[CONST-2--1.0-True-8] 
864tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[CONST-2--0.9921875-False-2] 
865[gw3] [ 39%] PASSED tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[CONST-2--0.9921875-False-2] 
866tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[CONST-2--0.9921875-False-4] 
867[gw3] [ 39%] PASSED tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[CONST-2--0.9921875-False-4] 
868tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[CONST-2--0.9921875-False-8] 
869[gw3] [ 39%] PASSED tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[CONST-2--0.9921875-False-8] 
870tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[CONST-2--0.9921875-True-2] 
871[gw3] [ 39%] PASSED tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[CONST-2--0.9921875-True-2] 
872tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[CONST-2--0.9921875-True-4] 
873[gw3] [ 39%] PASSED tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[CONST-2--0.9921875-True-4] 
874tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[CONST-2--0.9921875-True-8] 
875[gw3] [ 39%] PASSED tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[CONST-2--0.9921875-True-8] 
876tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[CONST-2--2-False-2] 
877[gw3] [ 39%] PASSED tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[CONST-2--2-False-2] 
878tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[CONST-2--2-False-4] 
879[gw3] [ 39%] PASSED tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[CONST-2--2-False-4] 
880tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[CONST-2--2-False-8] 
881[gw3] [ 40%] PASSED tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[CONST-2--2-False-8] 
882tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[CONST-2--2-True-2] 
883[gw3] [ 40%] PASSED tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[CONST-2--2-True-2] 
884tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[CONST-2--2-True-4] 
885[gw3] [ 40%] PASSED tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[CONST-2--2-True-4] 
886tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[CONST-2--2-True-8] 
887[gw3] [ 40%] PASSED tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[CONST-2--2-True-8] 
888tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[PARAMETER-1.0--1.0-False-2] 
889[gw3] [ 40%] PASSED tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[PARAMETER-1.0--1.0-False-2] 
890tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[PARAMETER-1.0--1.0-False-4] 
891[gw3] [ 40%] PASSED tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[PARAMETER-1.0--1.0-False-4] 
892tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[PARAMETER-1.0--1.0-False-8] 
893[gw3] [ 40%] PASSED tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[PARAMETER-1.0--1.0-False-8] 
894tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[PARAMETER-1.0--1.0-True-2] 
895[gw3] [ 41%] PASSED tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[PARAMETER-1.0--1.0-True-2] 
896tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[PARAMETER-1.0--1.0-True-4] 
897[gw3] [ 41%] PASSED tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[PARAMETER-1.0--1.0-True-4] 
898tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[PARAMETER-1.0--1.0-True-8] 
899[gw3] [ 41%] PASSED tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[PARAMETER-1.0--1.0-True-8] 
900tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[PARAMETER-1.0--0.9921875-False-2] 
901[gw3] [ 41%] PASSED tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[PARAMETER-1.0--0.9921875-False-2] 
902tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[PARAMETER-1.0--0.9921875-False-4] 
903[gw3] [ 41%] PASSED tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[PARAMETER-1.0--0.9921875-False-4] 
904tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[PARAMETER-1.0--0.9921875-False-8] 
905[gw3] [ 41%] PASSED tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[PARAMETER-1.0--0.9921875-False-8] 
906tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[PARAMETER-1.0--0.9921875-True-2] 
907[gw3] [ 41%] PASSED tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[PARAMETER-1.0--0.9921875-True-2] 
908tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[PARAMETER-1.0--0.9921875-True-4] 
909[gw3] [ 41%] PASSED tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[PARAMETER-1.0--0.9921875-True-4] 
910tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[PARAMETER-1.0--0.9921875-True-8] 
911[gw3] [ 42%] PASSED tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[PARAMETER-1.0--0.9921875-True-8] 
912tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[PARAMETER-1.0--2-False-2] 
913[gw3] [ 42%] PASSED tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[PARAMETER-1.0--2-False-2] 
914tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[PARAMETER-1.0--2-False-4] 
915[gw3] [ 42%] PASSED tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[PARAMETER-1.0--2-False-4] 
916tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[PARAMETER-1.0--2-False-8] 
917[gw3] [ 42%] PASSED tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[PARAMETER-1.0--2-False-8] 
918tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[PARAMETER-1.0--2-True-2] 
919[gw3] [ 42%] PASSED tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[PARAMETER-1.0--2-True-2] 
920tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[PARAMETER-1.0--2-True-4] 
921[gw3] [ 42%] PASSED tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[PARAMETER-1.0--2-True-4] 
922tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[PARAMETER-1.0--2-True-8] 
923[gw3] [ 42%] PASSED tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[PARAMETER-1.0--2-True-8] 
924tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[PARAMETER-0.9921875--1.0-False-2] 
925[gw3] [ 43%] PASSED tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[PARAMETER-0.9921875--1.0-False-2] 
926tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[PARAMETER-0.9921875--1.0-False-4] 
927[gw3] [ 43%] PASSED tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[PARAMETER-0.9921875--1.0-False-4] 
928tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[PARAMETER-0.9921875--1.0-False-8] 
929[gw3] [ 43%] PASSED tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[PARAMETER-0.9921875--1.0-False-8] 
930tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[PARAMETER-0.9921875--1.0-True-2] 
931[gw3] [ 43%] PASSED tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[PARAMETER-0.9921875--1.0-True-2] 
932tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[PARAMETER-0.9921875--1.0-True-4] 
933[gw3] [ 43%] PASSED tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[PARAMETER-0.9921875--1.0-True-4] 
934tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[PARAMETER-0.9921875--1.0-True-8] 
935[gw3] [ 43%] PASSED tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[PARAMETER-0.9921875--1.0-True-8] 
936tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[PARAMETER-0.9921875--0.9921875-False-2] 
937[gw3] [ 43%] PASSED tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[PARAMETER-0.9921875--0.9921875-False-2] 
938tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[PARAMETER-0.9921875--0.9921875-False-4] 
939[gw3] [ 44%] PASSED tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[PARAMETER-0.9921875--0.9921875-False-4] 
940tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[PARAMETER-0.9921875--0.9921875-False-8] 
941[gw3] [ 44%] PASSED tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[PARAMETER-0.9921875--0.9921875-False-8] 
942tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[PARAMETER-0.9921875--0.9921875-True-2] 
943[gw3] [ 44%] PASSED tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[PARAMETER-0.9921875--0.9921875-True-2] 
944tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[PARAMETER-0.9921875--0.9921875-True-4] 
945[gw3] [ 44%] PASSED tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[PARAMETER-0.9921875--0.9921875-True-4] 
946tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[PARAMETER-0.9921875--0.9921875-True-8] 
947[gw3] [ 44%] PASSED tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[PARAMETER-0.9921875--0.9921875-True-8] 
948tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[PARAMETER-0.9921875--2-False-2] 
949[gw3] [ 44%] PASSED tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[PARAMETER-0.9921875--2-False-2] 
950tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[PARAMETER-0.9921875--2-False-4] 
951[gw3] [ 44%] PASSED tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[PARAMETER-0.9921875--2-False-4] 
952tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[PARAMETER-0.9921875--2-False-8] 
953[gw3] [ 44%] PASSED tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[PARAMETER-0.9921875--2-False-8] 
954tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[PARAMETER-0.9921875--2-True-2] 
955[gw3] [ 45%] PASSED tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[PARAMETER-0.9921875--2-True-2] 
956tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[PARAMETER-0.9921875--2-True-4] 
957[gw3] [ 45%] PASSED tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[PARAMETER-0.9921875--2-True-4] 
958tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[PARAMETER-0.9921875--2-True-8] 
959[gw3] [ 45%] PASSED tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[PARAMETER-0.9921875--2-True-8] 
960tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[PARAMETER-2--1.0-False-2] 
961[gw3] [ 45%] PASSED tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[PARAMETER-2--1.0-False-2] 
962tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[PARAMETER-2--1.0-False-4] 
963[gw3] [ 45%] PASSED tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[PARAMETER-2--1.0-False-4] 
964tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[PARAMETER-2--1.0-False-8] 
965[gw3] [ 45%] PASSED tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[PARAMETER-2--1.0-False-8] 
966tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[PARAMETER-2--1.0-True-2] 
967[gw3] [ 45%] PASSED tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[PARAMETER-2--1.0-True-2] 
968tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[PARAMETER-2--1.0-True-4] 
969[gw3] [ 46%] PASSED tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[PARAMETER-2--1.0-True-4] 
970tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[PARAMETER-2--1.0-True-8] 
971[gw3] [ 46%] PASSED tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[PARAMETER-2--1.0-True-8] 
972tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[PARAMETER-2--0.9921875-False-2] 
973[gw3] [ 46%] PASSED tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[PARAMETER-2--0.9921875-False-2] 
974tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[PARAMETER-2--0.9921875-False-4] 
975[gw3] [ 46%] PASSED tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[PARAMETER-2--0.9921875-False-4] 
976tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[PARAMETER-2--0.9921875-False-8] 
977[gw3] [ 46%] PASSED tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[PARAMETER-2--0.9921875-False-8] 
978tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[PARAMETER-2--0.9921875-True-2] 
979[gw3] [ 46%] PASSED tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[PARAMETER-2--0.9921875-True-2] 
980tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[PARAMETER-2--0.9921875-True-4] 
981[gw3] [ 46%] PASSED tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[PARAMETER-2--0.9921875-True-4] 
982tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[PARAMETER-2--0.9921875-True-8] 
983[gw3] [ 46%] PASSED tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[PARAMETER-2--0.9921875-True-8] 
984tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[PARAMETER-2--2-False-2] 
985[gw3] [ 47%] PASSED tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[PARAMETER-2--2-False-2] 
986tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[PARAMETER-2--2-False-4] 
987[gw3] [ 47%] PASSED tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[PARAMETER-2--2-False-4] 
988tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[PARAMETER-2--2-False-8] 
989[gw3] [ 47%] PASSED tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[PARAMETER-2--2-False-8] 
990tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[PARAMETER-2--2-True-2] 
991[gw3] [ 47%] PASSED tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[PARAMETER-2--2-True-2] 
992tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[PARAMETER-2--2-True-4] 
993[gw3] [ 47%] PASSED tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[PARAMETER-2--2-True-4] 
994tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[PARAMETER-2--2-True-8] 
995[gw3] [ 47%] PASSED tests/brevitas/test_brevitas_scaled_QHardTanh_export.py::test_brevitas_act_export_qhardtanh_scaled[PARAMETER-2--2-True-8] 
996tests/brevitas/test_brevitas_validate_mobilenet.py::test_brevitas_mobilenet_preproc 
997[gw3] [ 47%] SKIPPED tests/brevitas/test_brevitas_validate_mobilenet.py::test_brevitas_mobilenet_preproc 
998tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_export[tfc-1-1] 
999[gw0] [ 48%] PASSED tests/brevitas/test_brevitas_debug.py::test_brevitas_debug 
1000tests/brevitas/test_brevitas_mobilenet.py::test_brevitas_mobilenet 
1001[gw2] [ 48%] PASSED tests/brevitas/test_brevitas_fc.py::test_brevitas_fc_onnx_export_and_exec[TFC-1-1] 
1002tests/brevitas/test_brevitas_fc.py::test_brevitas_fc_onnx_export_and_exec[TFC-1-2] 
1003[gw1] [ 48%] PASSED tests/brevitas/test_brevitas_cnv.py::test_brevitas_cnv_export_exec[1-1] 
1004tests/brevitas/test_brevitas_cnv.py::test_brevitas_cnv_export_exec[1-2] 
1005[gw3] [ 48%] PASSED tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_export[tfc-1-1] 
1006tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_export[tfc-1-2] 
1007[gw3] [ 48%] SKIPPED tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_export[tfc-1-2] 
1008tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_export[tfc-2-1] 
1009[gw2] [ 48%] FAILED tests/brevitas/test_brevitas_fc.py::test_brevitas_fc_onnx_export_and_exec[TFC-1-2] 
1010tests/brevitas/test_brevitas_fc.py::test_brevitas_fc_onnx_export_and_exec[TFC-2-1] 
1011[gw2] [ 48%] SKIPPED tests/brevitas/test_brevitas_fc.py::test_brevitas_fc_onnx_export_and_exec[TFC-2-1] 
1012tests/brevitas/test_brevitas_fc.py::test_brevitas_fc_onnx_export_and_exec[TFC-2-2] 
1013[gw2] [ 48%] PASSED tests/brevitas/test_brevitas_fc.py::test_brevitas_fc_onnx_export_and_exec[TFC-2-2] 
1014tests/brevitas/test_brevitas_fc.py::test_brevitas_fc_onnx_export_and_exec[SFC-1-1] 
1015[gw2] [ 49%] PASSED tests/brevitas/test_brevitas_fc.py::test_brevitas_fc_onnx_export_and_exec[SFC-1-1] 
1016tests/brevitas/test_brevitas_fc.py::test_brevitas_fc_onnx_export_and_exec[SFC-1-2] 
1017[gw0] [ 49%] XFAIL tests/brevitas/test_brevitas_mobilenet.py::test_brevitas_mobilenet 
1018tests/end2end/test_end2end_mobilenet_v1.py::test_end2end_mobilenet_export 
1019[gw0] [ 49%] PASSED tests/end2end/test_end2end_mobilenet_v1.py::test_end2end_mobilenet_export 
1020tests/end2end/test_end2end_mobilenet_v1.py::test_end2end_mobilenet_tidy_and_merge_with_preproc 
1021[gw1] [ 49%] FAILED tests/brevitas/test_brevitas_cnv.py::test_brevitas_cnv_export_exec[1-2] 
1022tests/brevitas/test_brevitas_cnv.py::test_brevitas_cnv_export_exec[2-1] 
1023[gw1] [ 49%] SKIPPED tests/brevitas/test_brevitas_cnv.py::test_brevitas_cnv_export_exec[2-1] 
1024tests/brevitas/test_brevitas_cnv.py::test_brevitas_cnv_export_exec[2-2] 
1025[gw0] [ 49%] PASSED tests/end2end/test_end2end_mobilenet_v1.py::test_end2end_mobilenet_tidy_and_merge_with_preproc 
1026tests/end2end/test_end2end_mobilenet_v1.py::test_end2end_mobilenet_streamline 
1027[gw3] [ 49%] FAILED tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_export[tfc-2-1] 
1028tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_export[tfc-2-2] 
1029[gw3] [ 50%] PASSED tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_export[tfc-2-2] 
1030tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_export[cnv-1-1] 
1031[gw3] [ 50%] PASSED tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_export[cnv-1-1] 
1032tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_export[cnv-1-2] 
1033[gw3] [ 50%] SKIPPED tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_export[cnv-1-2] 
1034tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_export[cnv-2-1] 
1035[gw0] [ 50%] PASSED tests/end2end/test_end2end_mobilenet_v1.py::test_end2end_mobilenet_streamline 
1036tests/end2end/test_end2end_mobilenet_v1.py::test_end2end_mobilenet_lowering 
1037[gw0] [ 50%] FAILED tests/end2end/test_end2end_mobilenet_v1.py::test_end2end_mobilenet_lowering 
1038tests/end2end/test_end2end_mobilenet_v1.py::test_end2end_mobilenet_convert_to_hls_layers 
1039[gw0] [ 50%] SKIPPED tests/end2end/test_end2end_mobilenet_v1.py::test_end2end_mobilenet_convert_to_hls_layers 
1040tests/end2end/test_end2end_mobilenet_v1.py::test_end2end_mobilenet_folding 
1041[gw0] [ 50%] SKIPPED tests/end2end/test_end2end_mobilenet_v1.py::test_end2end_mobilenet_folding 
1042tests/end2end/test_end2end_mobilenet_v1.py::test_end2end_mobilenet_create_dataflow_partition 
1043[gw0] [ 51%] SKIPPED tests/end2end/test_end2end_mobilenet_v1.py::test_end2end_mobilenet_create_dataflow_partition 
1044tests/fpgadataflow/test_set_folding.py::test_set_folding[Pynq-Z1-30] 
1045[gw0] [ 51%] PASSED tests/fpgadataflow/test_set_folding.py::test_set_folding[Pynq-Z1-30] 
1046tests/fpgadataflow/test_set_folding.py::test_set_folding[Pynq-Z1-100000] 
1047[gw0] [ 51%] PASSED tests/fpgadataflow/test_set_folding.py::test_set_folding[Pynq-Z1-100000] 
1048tests/fpgadataflow/test_set_folding.py::test_set_folding[Pynq-Z1-10000000] 
1049[gw0] [ 51%] PASSED tests/fpgadataflow/test_set_folding.py::test_set_folding[Pynq-Z1-10000000] 
1050tests/fpgadataflow/test_set_folding.py::test_set_folding[Ultra96-30] 
1051[gw0] [ 51%] PASSED tests/fpgadataflow/test_set_folding.py::test_set_folding[Ultra96-30] 
1052tests/fpgadataflow/test_set_folding.py::test_set_folding[Ultra96-100000] 
1053[gw0] [ 51%] PASSED tests/fpgadataflow/test_set_folding.py::test_set_folding[Ultra96-100000] 
1054tests/fpgadataflow/test_set_folding.py::test_set_folding[Ultra96-10000000] 
1055[gw0] [ 51%] PASSED tests/fpgadataflow/test_set_folding.py::test_set_folding[Ultra96-10000000] 
1056tests/fpgadataflow/test_set_folding.py::test_set_folding[U200-30] 
1057[gw0] [ 51%] PASSED tests/fpgadataflow/test_set_folding.py::test_set_folding[U200-30] 
1058tests/fpgadataflow/test_set_folding.py::test_set_folding[U200-100000] 
1059[gw0] [ 52%] PASSED tests/fpgadataflow/test_set_folding.py::test_set_folding[U200-100000] 
1060tests/fpgadataflow/test_set_folding.py::test_set_folding[U200-10000000] 
1061[gw0] [ 52%] PASSED tests/fpgadataflow/test_set_folding.py::test_set_folding[U200-10000000] 
1062tests/transformation/test_batchnorm_to_affine_bnn_pynq.py::test_batchnorm_to_affine_cnv_w1a1 
1063[gw0] [ 52%] PASSED tests/transformation/test_batchnorm_to_affine_bnn_pynq.py::test_batchnorm_to_affine_cnv_w1a1 
1064tests/transformation/test_batchnorm_to_affine_bnn_pynq.py::test_batchnorm_to_affine_lfc_w1a1 
1065[gw2] [ 52%] FAILED tests/brevitas/test_brevitas_fc.py::test_brevitas_fc_onnx_export_and_exec[SFC-1-2] 
1066tests/brevitas/test_brevitas_fc.py::test_brevitas_fc_onnx_export_and_exec[SFC-2-1] 
1067[gw2] [ 52%] SKIPPED tests/brevitas/test_brevitas_fc.py::test_brevitas_fc_onnx_export_and_exec[SFC-2-1] 
1068tests/brevitas/test_brevitas_fc.py::test_brevitas_fc_onnx_export_and_exec[SFC-2-2] 
1069[gw1] [ 52%] FAILED tests/brevitas/test_brevitas_cnv.py::test_brevitas_cnv_export_exec[2-2] 
1070tests/fpgadataflow/test_fpgadataflow_ipstitch.py::test_fpgadataflow_ipstitch_iodma_floorplan 
1071[gw1] [ 52%] PASSED tests/fpgadataflow/test_fpgadataflow_ipstitch.py::test_fpgadataflow_ipstitch_iodma_floorplan 
1072tests/fpgadataflow/test_fpgadataflow_res_estimate.py::test_res_estimate 
1073[gw1] [ 53%] PASSED tests/fpgadataflow/test_fpgadataflow_res_estimate.py::test_res_estimate 
1074tests/transformation/streamline/test_absorb_mul_into_topk.py::test_absorb_mul_into_topk[True-True] 
1075[gw1] [ 53%] PASSED tests/transformation/streamline/test_absorb_mul_into_topk.py::test_absorb_mul_into_topk[True-True] 
1076tests/transformation/streamline/test_absorb_mul_into_topk.py::test_absorb_mul_into_topk[True-False] 
1077[gw1] [ 53%] PASSED tests/transformation/streamline/test_absorb_mul_into_topk.py::test_absorb_mul_into_topk[True-False] 
1078tests/transformation/streamline/test_absorb_mul_into_topk.py::test_absorb_mul_into_topk[False-True] 
1079[gw1] [ 53%] PASSED tests/transformation/streamline/test_absorb_mul_into_topk.py::test_absorb_mul_into_topk[False-True] 
1080tests/transformation/streamline/test_absorb_mul_into_topk.py::test_absorb_mul_into_topk[False-False] 
1081[gw1] [ 53%] PASSED tests/transformation/streamline/test_absorb_mul_into_topk.py::test_absorb_mul_into_topk[False-False] 
1082tests/transformation/streamline/test_absorb_opposite_transposes.py::test_absorb_opposite_transposes 
1083[gw1] [ 53%] PASSED tests/transformation/streamline/test_absorb_opposite_transposes.py::test_absorb_opposite_transposes 
1084tests/transformation/streamline/test_absorb_transp_into_flatten.py::test_absorb_transp_into_flatten[NCHW-ishape0-None-perm0] 
1085[gw1] [ 53%] PASSED tests/transformation/streamline/test_absorb_transp_into_flatten.py::test_absorb_transp_into_flatten[NCHW-ishape0-None-perm0] 
1086tests/transformation/streamline/test_absorb_transp_into_flatten.py::test_absorb_transp_into_flatten[NCHW-ishape0-None-perm1] 
1087[gw1] [ 53%] PASSED tests/transformation/streamline/test_absorb_transp_into_flatten.py::test_absorb_transp_into_flatten[NCHW-ishape0-None-perm1] 
1088tests/transformation/streamline/test_absorb_transp_into_flatten.py::test_absorb_transp_into_flatten[NCHW-ishape0-None-perm2] 
1089[gw1] [ 54%] PASSED tests/transformation/streamline/test_absorb_transp_into_flatten.py::test_absorb_transp_into_flatten[NCHW-ishape0-None-perm2] 
1090tests/transformation/streamline/test_absorb_transp_into_flatten.py::test_absorb_transp_into_flatten[NCHW-ishape0-shape1-perm0] 
1091[gw1] [ 54%] PASSED tests/transformation/streamline/test_absorb_transp_into_flatten.py::test_absorb_transp_into_flatten[NCHW-ishape0-shape1-perm0] 
1092tests/transformation/streamline/test_absorb_transp_into_flatten.py::test_absorb_transp_into_flatten[NCHW-ishape0-shape1-perm1] 
1093[gw1] [ 54%] PASSED tests/transformation/streamline/test_absorb_transp_into_flatten.py::test_absorb_transp_into_flatten[NCHW-ishape0-shape1-perm1] 
1094tests/transformation/streamline/test_absorb_transp_into_flatten.py::test_absorb_transp_into_flatten[NCHW-ishape0-shape1-perm2] 
1095[gw1] [ 54%] PASSED tests/transformation/streamline/test_absorb_transp_into_flatten.py::test_absorb_transp_into_flatten[NCHW-ishape0-shape1-perm2] 
1096tests/transformation/streamline/test_absorb_transp_into_flatten.py::test_absorb_transp_into_flatten[NCHW-ishape0-shape2-perm0] 
1097[gw1] [ 54%] PASSED tests/transformation/streamline/test_absorb_transp_into_flatten.py::test_absorb_transp_into_flatten[NCHW-ishape0-shape2-perm0] 
1098tests/transformation/streamline/test_absorb_transp_into_flatten.py::test_absorb_transp_into_flatten[NCHW-ishape0-shape2-perm1] 
1099[gw1] [ 54%] PASSED tests/transformation/streamline/test_absorb_transp_into_flatten.py::test_absorb_transp_into_flatten[NCHW-ishape0-shape2-perm1] 
1100tests/transformation/streamline/test_absorb_transp_into_flatten.py::test_absorb_transp_into_flatten[NCHW-ishape0-shape2-perm2] 
1101[gw1] [ 54%] PASSED tests/transformation/streamline/test_absorb_transp_into_flatten.py::test_absorb_transp_into_flatten[NCHW-ishape0-shape2-perm2] 
1102tests/transformation/streamline/test_absorb_transp_into_flatten.py::test_absorb_transp_into_flatten[NCHW-ishape1-None-perm0] 
1103[gw1] [ 55%] PASSED tests/transformation/streamline/test_absorb_transp_into_flatten.py::test_absorb_transp_into_flatten[NCHW-ishape1-None-perm0] 
1104tests/transformation/streamline/test_absorb_transp_into_flatten.py::test_absorb_transp_into_flatten[NCHW-ishape1-None-perm1] 
1105[gw1] [ 55%] PASSED tests/transformation/streamline/test_absorb_transp_into_flatten.py::test_absorb_transp_into_flatten[NCHW-ishape1-None-perm1] 
1106tests/transformation/streamline/test_absorb_transp_into_flatten.py::test_absorb_transp_into_flatten[NCHW-ishape1-None-perm2] 
1107[gw1] [ 55%] PASSED tests/transformation/streamline/test_absorb_transp_into_flatten.py::test_absorb_transp_into_flatten[NCHW-ishape1-None-perm2] 
1108tests/transformation/streamline/test_absorb_transp_into_flatten.py::test_absorb_transp_into_flatten[NCHW-ishape1-shape1-perm0] 
1109[gw1] [ 55%] PASSED tests/transformation/streamline/test_absorb_transp_into_flatten.py::test_absorb_transp_into_flatten[NCHW-ishape1-shape1-perm0] 
1110tests/transformation/streamline/test_absorb_transp_into_flatten.py::test_absorb_transp_into_flatten[NCHW-ishape1-shape1-perm1] 
1111[gw1] [ 55%] PASSED tests/transformation/streamline/test_absorb_transp_into_flatten.py::test_absorb_transp_into_flatten[NCHW-ishape1-shape1-perm1] 
1112tests/transformation/streamline/test_absorb_transp_into_flatten.py::test_absorb_transp_into_flatten[NCHW-ishape1-shape1-perm2] 
1113[gw1] [ 55%] PASSED tests/transformation/streamline/test_absorb_transp_into_flatten.py::test_absorb_transp_into_flatten[NCHW-ishape1-shape1-perm2] 
1114tests/transformation/streamline/test_absorb_transp_into_flatten.py::test_absorb_transp_into_flatten[NCHW-ishape1-shape2-perm0] 
1115[gw1] [ 55%] PASSED tests/transformation/streamline/test_absorb_transp_into_flatten.py::test_absorb_transp_into_flatten[NCHW-ishape1-shape2-perm0] 
1116tests/transformation/streamline/test_absorb_transp_into_flatten.py::test_absorb_transp_into_flatten[NCHW-ishape1-shape2-perm1] 
1117[gw1] [ 55%] PASSED tests/transformation/streamline/test_absorb_transp_into_flatten.py::test_absorb_transp_into_flatten[NCHW-ishape1-shape2-perm1] 
1118tests/transformation/streamline/test_absorb_transp_into_flatten.py::test_absorb_transp_into_flatten[NCHW-ishape1-shape2-perm2] 
1119[gw1] [ 56%] PASSED tests/transformation/streamline/test_absorb_transp_into_flatten.py::test_absorb_transp_into_flatten[NCHW-ishape1-shape2-perm2] 
1120tests/transformation/streamline/test_absorb_transp_into_flatten.py::test_absorb_transp_into_flatten[NCHW-ishape2-None-perm0] 
1121[gw1] [ 56%] PASSED tests/transformation/streamline/test_absorb_transp_into_flatten.py::test_absorb_transp_into_flatten[NCHW-ishape2-None-perm0] 
1122tests/transformation/streamline/test_absorb_transp_into_flatten.py::test_absorb_transp_into_flatten[NCHW-ishape2-None-perm1] 
1123[gw1] [ 56%] PASSED tests/transformation/streamline/test_absorb_transp_into_flatten.py::test_absorb_transp_into_flatten[NCHW-ishape2-None-perm1] 
1124tests/transformation/streamline/test_absorb_transp_into_flatten.py::test_absorb_transp_into_flatten[NCHW-ishape2-None-perm2] 
1125[gw1] [ 56%] PASSED tests/transformation/streamline/test_absorb_transp_into_flatten.py::test_absorb_transp_into_flatten[NCHW-ishape2-None-perm2] 
1126tests/transformation/streamline/test_absorb_transp_into_flatten.py::test_absorb_transp_into_flatten[NCHW-ishape2-shape1-perm0] 
1127[gw1] [ 56%] PASSED tests/transformation/streamline/test_absorb_transp_into_flatten.py::test_absorb_transp_into_flatten[NCHW-ishape2-shape1-perm0] 
1128tests/transformation/streamline/test_absorb_transp_into_flatten.py::test_absorb_transp_into_flatten[NCHW-ishape2-shape1-perm1] 
1129[gw1] [ 56%] PASSED tests/transformation/streamline/test_absorb_transp_into_flatten.py::test_absorb_transp_into_flatten[NCHW-ishape2-shape1-perm1] 
1130tests/transformation/streamline/test_absorb_transp_into_flatten.py::test_absorb_transp_into_flatten[NCHW-ishape2-shape1-perm2] 
1131[gw1] [ 56%] PASSED tests/transformation/streamline/test_absorb_transp_into_flatten.py::test_absorb_transp_into_flatten[NCHW-ishape2-shape1-perm2] 
1132tests/transformation/streamline/test_absorb_transp_into_flatten.py::test_absorb_transp_into_flatten[NCHW-ishape2-shape2-perm0] 
1133[gw1] [ 57%] PASSED tests/transformation/streamline/test_absorb_transp_into_flatten.py::test_absorb_transp_into_flatten[NCHW-ishape2-shape2-perm0] 
1134tests/transformation/streamline/test_absorb_transp_into_flatten.py::test_absorb_transp_into_flatten[NCHW-ishape2-shape2-perm1] 
1135[gw1] [ 57%] PASSED tests/transformation/streamline/test_absorb_transp_into_flatten.py::test_absorb_transp_into_flatten[NCHW-ishape2-shape2-perm1] 
1136tests/transformation/streamline/test_absorb_transp_into_flatten.py::test_absorb_transp_into_flatten[NCHW-ishape2-shape2-perm2] 
1137[gw1] [ 57%] PASSED tests/transformation/streamline/test_absorb_transp_into_flatten.py::test_absorb_transp_into_flatten[NCHW-ishape2-shape2-perm2] 
1138tests/transformation/streamline/test_absorb_transp_into_flatten.py::test_absorb_transp_into_flatten[NHWC-ishape0-None-perm0] 
1139[gw1] [ 57%] PASSED tests/transformation/streamline/test_absorb_transp_into_flatten.py::test_absorb_transp_into_flatten[NHWC-ishape0-None-perm0] 
1140tests/transformation/streamline/test_absorb_transp_into_flatten.py::test_absorb_transp_into_flatten[NHWC-ishape0-None-perm1] 
1141[gw1] [ 57%] PASSED tests/transformation/streamline/test_absorb_transp_into_flatten.py::test_absorb_transp_into_flatten[NHWC-ishape0-None-perm1] 
1142tests/transformation/streamline/test_absorb_transp_into_flatten.py::test_absorb_transp_into_flatten[NHWC-ishape0-None-perm2] 
1143[gw1] [ 57%] PASSED tests/transformation/streamline/test_absorb_transp_into_flatten.py::test_absorb_transp_into_flatten[NHWC-ishape0-None-perm2] 
1144tests/transformation/streamline/test_absorb_transp_into_flatten.py::test_absorb_transp_into_flatten[NHWC-ishape0-shape1-perm0] 
1145[gw1] [ 57%] PASSED tests/transformation/streamline/test_absorb_transp_into_flatten.py::test_absorb_transp_into_flatten[NHWC-ishape0-shape1-perm0] 
1146tests/transformation/streamline/test_absorb_transp_into_flatten.py::test_absorb_transp_into_flatten[NHWC-ishape0-shape1-perm1] 
1147[gw1] [ 58%] PASSED tests/transformation/streamline/test_absorb_transp_into_flatten.py::test_absorb_transp_into_flatten[NHWC-ishape0-shape1-perm1] 
1148tests/transformation/streamline/test_absorb_transp_into_flatten.py::test_absorb_transp_into_flatten[NHWC-ishape0-shape1-perm2] 
1149[gw1] [ 58%] PASSED tests/transformation/streamline/test_absorb_transp_into_flatten.py::test_absorb_transp_into_flatten[NHWC-ishape0-shape1-perm2] 
1150tests/transformation/streamline/test_absorb_transp_into_flatten.py::test_absorb_transp_into_flatten[NHWC-ishape0-shape2-perm0] 
1151[gw1] [ 58%] PASSED tests/transformation/streamline/test_absorb_transp_into_flatten.py::test_absorb_transp_into_flatten[NHWC-ishape0-shape2-perm0] 
1152tests/transformation/streamline/test_absorb_transp_into_flatten.py::test_absorb_transp_into_flatten[NHWC-ishape0-shape2-perm1] 
1153[gw1] [ 58%] PASSED tests/transformation/streamline/test_absorb_transp_into_flatten.py::test_absorb_transp_into_flatten[NHWC-ishape0-shape2-perm1] 
1154tests/transformation/streamline/test_absorb_transp_into_flatten.py::test_absorb_transp_into_flatten[NHWC-ishape0-shape2-perm2] 
1155[gw1] [ 58%] PASSED tests/transformation/streamline/test_absorb_transp_into_flatten.py::test_absorb_transp_into_flatten[NHWC-ishape0-shape2-perm2] 
1156tests/transformation/streamline/test_absorb_transp_into_flatten.py::test_absorb_transp_into_flatten[NHWC-ishape1-None-perm0] 
1157[gw1] [ 58%] PASSED tests/transformation/streamline/test_absorb_transp_into_flatten.py::test_absorb_transp_into_flatten[NHWC-ishape1-None-perm0] 
1158tests/transformation/streamline/test_absorb_transp_into_flatten.py::test_absorb_transp_into_flatten[NHWC-ishape1-None-perm1] 
1159[gw1] [ 58%] PASSED tests/transformation/streamline/test_absorb_transp_into_flatten.py::test_absorb_transp_into_flatten[NHWC-ishape1-None-perm1] 
1160tests/transformation/streamline/test_absorb_transp_into_flatten.py::test_absorb_transp_into_flatten[NHWC-ishape1-None-perm2] 
1161[gw1] [ 58%] PASSED tests/transformation/streamline/test_absorb_transp_into_flatten.py::test_absorb_transp_into_flatten[NHWC-ishape1-None-perm2] 
1162tests/transformation/streamline/test_absorb_transp_into_flatten.py::test_absorb_transp_into_flatten[NHWC-ishape1-shape1-perm0] 
1163[gw1] [ 59%] PASSED tests/transformation/streamline/test_absorb_transp_into_flatten.py::test_absorb_transp_into_flatten[NHWC-ishape1-shape1-perm0] 
1164tests/transformation/streamline/test_absorb_transp_into_flatten.py::test_absorb_transp_into_flatten[NHWC-ishape1-shape1-perm1] 
1165[gw1] [ 59%] PASSED tests/transformation/streamline/test_absorb_transp_into_flatten.py::test_absorb_transp_into_flatten[NHWC-ishape1-shape1-perm1] 
1166tests/transformation/streamline/test_absorb_transp_into_flatten.py::test_absorb_transp_into_flatten[NHWC-ishape1-shape1-perm2] 
1167[gw1] [ 59%] PASSED tests/transformation/streamline/test_absorb_transp_into_flatten.py::test_absorb_transp_into_flatten[NHWC-ishape1-shape1-perm2] 
1168tests/transformation/streamline/test_absorb_transp_into_flatten.py::test_absorb_transp_into_flatten[NHWC-ishape1-shape2-perm0] 
1169[gw1] [ 59%] PASSED tests/transformation/streamline/test_absorb_transp_into_flatten.py::test_absorb_transp_into_flatten[NHWC-ishape1-shape2-perm0] 
1170tests/transformation/streamline/test_absorb_transp_into_flatten.py::test_absorb_transp_into_flatten[NHWC-ishape1-shape2-perm1] 
1171[gw1] [ 59%] PASSED tests/transformation/streamline/test_absorb_transp_into_flatten.py::test_absorb_transp_into_flatten[NHWC-ishape1-shape2-perm1] 
1172tests/transformation/streamline/test_absorb_transp_into_flatten.py::test_absorb_transp_into_flatten[NHWC-ishape1-shape2-perm2] 
1173[gw1] [ 59%] PASSED tests/transformation/streamline/test_absorb_transp_into_flatten.py::test_absorb_transp_into_flatten[NHWC-ishape1-shape2-perm2] 
1174tests/transformation/streamline/test_absorb_transp_into_flatten.py::test_absorb_transp_into_flatten[NHWC-ishape2-None-perm0] 
1175[gw1] [ 59%] PASSED tests/transformation/streamline/test_absorb_transp_into_flatten.py::test_absorb_transp_into_flatten[NHWC-ishape2-None-perm0] 
1176tests/transformation/streamline/test_absorb_transp_into_flatten.py::test_absorb_transp_into_flatten[NHWC-ishape2-None-perm1] 
1177[gw1] [ 60%] PASSED tests/transformation/streamline/test_absorb_transp_into_flatten.py::test_absorb_transp_into_flatten[NHWC-ishape2-None-perm1] 
1178tests/transformation/streamline/test_absorb_transp_into_flatten.py::test_absorb_transp_into_flatten[NHWC-ishape2-None-perm2] 
1179[gw1] [ 60%] PASSED tests/transformation/streamline/test_absorb_transp_into_flatten.py::test_absorb_transp_into_flatten[NHWC-ishape2-None-perm2] 
1180tests/transformation/streamline/test_absorb_transp_into_flatten.py::test_absorb_transp_into_flatten[NHWC-ishape2-shape1-perm0] 
1181[gw1] [ 60%] PASSED tests/transformation/streamline/test_absorb_transp_into_flatten.py::test_absorb_transp_into_flatten[NHWC-ishape2-shape1-perm0] 
1182tests/transformation/streamline/test_absorb_transp_into_flatten.py::test_absorb_transp_into_flatten[NHWC-ishape2-shape1-perm1] 
1183[gw1] [ 60%] PASSED tests/transformation/streamline/test_absorb_transp_into_flatten.py::test_absorb_transp_into_flatten[NHWC-ishape2-shape1-perm1] 
1184tests/transformation/streamline/test_absorb_transp_into_flatten.py::test_absorb_transp_into_flatten[NHWC-ishape2-shape1-perm2] 
1185[gw1] [ 60%] PASSED tests/transformation/streamline/test_absorb_transp_into_flatten.py::test_absorb_transp_into_flatten[NHWC-ishape2-shape1-perm2] 
1186tests/transformation/streamline/test_absorb_transp_into_flatten.py::test_absorb_transp_into_flatten[NHWC-ishape2-shape2-perm0] 
1187[gw1] [ 60%] PASSED tests/transformation/streamline/test_absorb_transp_into_flatten.py::test_absorb_transp_into_flatten[NHWC-ishape2-shape2-perm0] 
1188tests/transformation/streamline/test_absorb_transp_into_flatten.py::test_absorb_transp_into_flatten[NHWC-ishape2-shape2-perm1] 
1189[gw1] [ 60%] PASSED tests/transformation/streamline/test_absorb_transp_into_flatten.py::test_absorb_transp_into_flatten[NHWC-ishape2-shape2-perm1] 
1190tests/transformation/streamline/test_absorb_transp_into_flatten.py::test_absorb_transp_into_flatten[NHWC-ishape2-shape2-perm2] 
1191[gw1] [ 60%] PASSED tests/transformation/streamline/test_absorb_transp_into_flatten.py::test_absorb_transp_into_flatten[NHWC-ishape2-shape2-perm2] 
1192tests/transformation/streamline/test_collapse_repeated_op.py::test_collapse_repeated_op 
1193[gw1] [ 61%] PASSED tests/transformation/streamline/test_collapse_repeated_op.py::test_collapse_repeated_op 
1194tests/transformation/streamline/test_collapse_repeated_op.py::test_collapse_repeated_only_if_linear[test_args0] 
1195[gw1] [ 61%] PASSED tests/transformation/streamline/test_collapse_repeated_op.py::test_collapse_repeated_only_if_linear[test_args0] 
1196tests/transformation/streamline/test_collapse_repeated_op.py::test_collapse_repeated_only_if_linear[test_args1] 
1197[gw1] [ 61%] PASSED tests/transformation/streamline/test_collapse_repeated_op.py::test_collapse_repeated_only_if_linear[test_args1] 
1198tests/transformation/streamline/test_factor_out_mul_sign_magnitude.py::test_factor_out_mul_sign_magnitude 
1199[gw1] [ 61%] PASSED tests/transformation/streamline/test_factor_out_mul_sign_magnitude.py::test_factor_out_mul_sign_magnitude 
1200tests/transformation/streamline/test_linear_past_eltwise.py::test_linear_past_eltwise_add[-1-64] 
1201[gw1] [ 61%] PASSED tests/transformation/streamline/test_linear_past_eltwise.py::test_linear_past_eltwise_add[-1-64] 
1202tests/transformation/streamline/test_linear_past_eltwise.py::test_linear_past_eltwise_add[7-64] 
1203[gw1] [ 61%] PASSED tests/transformation/streamline/test_linear_past_eltwise.py::test_linear_past_eltwise_add[7-64] 
1204tests/transformation/streamline/test_linear_past_eltwise.py::test_linear_past_eltwise_add_multiple_forks[-1-64] 
1205[gw1] [ 61%] PASSED tests/transformation/streamline/test_linear_past_eltwise.py::test_linear_past_eltwise_add_multiple_forks[-1-64] 
1206tests/transformation/streamline/test_linear_past_eltwise.py::test_linear_past_eltwise_add_multiple_forks[-1-1] 
1207[gw1] [ 62%] PASSED tests/transformation/streamline/test_linear_past_eltwise.py::test_linear_past_eltwise_add_multiple_forks[-1-1] 
1208tests/transformation/streamline/test_linear_past_eltwise.py::test_linear_past_eltwise_add_multiple_forks[7-64] 
1209[gw1] [ 62%] PASSED tests/transformation/streamline/test_linear_past_eltwise.py::test_linear_past_eltwise_add_multiple_forks[7-64] 
1210tests/transformation/streamline/test_linear_past_eltwise.py::test_linear_past_eltwise_add_multiple_forks[7-1] 
1211[gw1] [ 62%] PASSED tests/transformation/streamline/test_linear_past_eltwise.py::test_linear_past_eltwise_add_multiple_forks[7-1] 
1212tests/transformation/streamline/test_move_add_past_mul.py::test_move_add_past_mul_single 
1213[gw1] [ 62%] PASSED tests/transformation/streamline/test_move_add_past_mul.py::test_move_add_past_mul_single 
1214tests/transformation/streamline/test_move_add_past_mul.py::test_move_add_past_mul_multi 
1215[gw1] [ 62%] PASSED tests/transformation/streamline/test_move_add_past_mul.py::test_move_add_past_mul_multi 
1216tests/transformation/streamline/test_move_add_past_mul.py::test_move_add_past_mul_only_if_linear 
1217[gw1] [ 62%] PASSED tests/transformation/streamline/test_move_add_past_mul.py::test_move_add_past_mul_only_if_linear 
1218tests/transformation/streamline/test_move_chw_add_past_conv.py::test_move_chw_add_past_conv[2-2-1-2-4] 
1219[gw1] [ 62%] PASSED tests/transformation/streamline/test_move_chw_add_past_conv.py::test_move_chw_add_past_conv[2-2-1-2-4] 
1220tests/transformation/streamline/test_move_chw_add_past_conv.py::test_move_chw_add_past_conv[2-2-1-2-7] 
1221[gw1] [ 62%] PASSED tests/transformation/streamline/test_move_chw_add_past_conv.py::test_move_chw_add_past_conv[2-2-1-2-7] 
1222tests/transformation/streamline/test_move_chw_add_past_conv.py::test_move_chw_add_past_conv[2-2-1-3-4] 
1223[gw1] [ 63%] PASSED tests/transformation/streamline/test_move_chw_add_past_conv.py::test_move_chw_add_past_conv[2-2-1-3-4] 
1224tests/transformation/streamline/test_move_chw_add_past_conv.py::test_move_chw_add_past_conv[2-2-1-3-7] 
1225[gw1] [ 63%] PASSED tests/transformation/streamline/test_move_chw_add_past_conv.py::test_move_chw_add_past_conv[2-2-1-3-7] 
1226tests/transformation/streamline/test_move_chw_add_past_conv.py::test_move_chw_add_past_conv[2-2-2-2-4] 
1227[gw1] [ 63%] PASSED tests/transformation/streamline/test_move_chw_add_past_conv.py::test_move_chw_add_past_conv[2-2-2-2-4] 
1228tests/transformation/streamline/test_move_chw_add_past_conv.py::test_move_chw_add_past_conv[2-2-2-2-7] 
1229[gw1] [ 63%] PASSED tests/transformation/streamline/test_move_chw_add_past_conv.py::test_move_chw_add_past_conv[2-2-2-2-7] 
1230tests/transformation/streamline/test_move_chw_add_past_conv.py::test_move_chw_add_past_conv[2-2-2-3-4] 
1231[gw1] [ 63%] PASSED tests/transformation/streamline/test_move_chw_add_past_conv.py::test_move_chw_add_past_conv[2-2-2-3-4] 
1232tests/transformation/streamline/test_move_chw_add_past_conv.py::test_move_chw_add_past_conv[2-2-2-3-7] 
1233[gw1] [ 63%] PASSED tests/transformation/streamline/test_move_chw_add_past_conv.py::test_move_chw_add_past_conv[2-2-2-3-7] 
1234tests/transformation/streamline/test_move_chw_add_past_conv.py::test_move_chw_add_past_conv[2-4-1-2-4] 
1235[gw1] [ 63%] PASSED tests/transformation/streamline/test_move_chw_add_past_conv.py::test_move_chw_add_past_conv[2-4-1-2-4] 
1236tests/transformation/streamline/test_move_chw_add_past_conv.py::test_move_chw_add_past_conv[2-4-1-2-7] 
1237[gw1] [ 64%] PASSED tests/transformation/streamline/test_move_chw_add_past_conv.py::test_move_chw_add_past_conv[2-4-1-2-7] 
1238tests/transformation/streamline/test_move_chw_add_past_conv.py::test_move_chw_add_past_conv[2-4-1-3-4] 
1239[gw1] [ 64%] PASSED tests/transformation/streamline/test_move_chw_add_past_conv.py::test_move_chw_add_past_conv[2-4-1-3-4] 
1240tests/transformation/streamline/test_move_chw_add_past_conv.py::test_move_chw_add_past_conv[2-4-1-3-7] 
1241[gw1] [ 64%] PASSED tests/transformation/streamline/test_move_chw_add_past_conv.py::test_move_chw_add_past_conv[2-4-1-3-7] 
1242tests/transformation/streamline/test_move_chw_add_past_conv.py::test_move_chw_add_past_conv[2-4-2-2-4] 
1243[gw1] [ 64%] PASSED tests/transformation/streamline/test_move_chw_add_past_conv.py::test_move_chw_add_past_conv[2-4-2-2-4] 
1244tests/transformation/streamline/test_move_chw_add_past_conv.py::test_move_chw_add_past_conv[2-4-2-2-7] 
1245[gw1] [ 64%] PASSED tests/transformation/streamline/test_move_chw_add_past_conv.py::test_move_chw_add_past_conv[2-4-2-2-7] 
1246tests/transformation/streamline/test_move_chw_add_past_conv.py::test_move_chw_add_past_conv[2-4-2-3-4] 
1247[gw1] [ 64%] PASSED tests/transformation/streamline/test_move_chw_add_past_conv.py::test_move_chw_add_past_conv[2-4-2-3-4] 
1248tests/transformation/streamline/test_move_chw_add_past_conv.py::test_move_chw_add_past_conv[2-4-2-3-7] 
1249[gw1] [ 64%] PASSED tests/transformation/streamline/test_move_chw_add_past_conv.py::test_move_chw_add_past_conv[2-4-2-3-7] 
1250tests/transformation/streamline/test_move_chw_add_past_conv.py::test_move_chw_add_past_conv[3-2-1-2-4] 
1251[gw1] [ 65%] PASSED tests/transformation/streamline/test_move_chw_add_past_conv.py::test_move_chw_add_past_conv[3-2-1-2-4] 
1252tests/transformation/streamline/test_move_chw_add_past_conv.py::test_move_chw_add_past_conv[3-2-1-2-7] 
1253[gw1] [ 65%] PASSED tests/transformation/streamline/test_move_chw_add_past_conv.py::test_move_chw_add_past_conv[3-2-1-2-7] 
1254tests/transformation/streamline/test_move_chw_add_past_conv.py::test_move_chw_add_past_conv[3-2-1-3-4] 
1255[gw1] [ 65%] PASSED tests/transformation/streamline/test_move_chw_add_past_conv.py::test_move_chw_add_past_conv[3-2-1-3-4] 
1256tests/transformation/streamline/test_move_chw_add_past_conv.py::test_move_chw_add_past_conv[3-2-1-3-7] 
1257[gw1] [ 65%] PASSED tests/transformation/streamline/test_move_chw_add_past_conv.py::test_move_chw_add_past_conv[3-2-1-3-7] 
1258tests/transformation/streamline/test_move_chw_add_past_conv.py::test_move_chw_add_past_conv[3-2-2-2-4] 
1259[gw1] [ 65%] PASSED tests/transformation/streamline/test_move_chw_add_past_conv.py::test_move_chw_add_past_conv[3-2-2-2-4] 
1260tests/transformation/streamline/test_move_chw_add_past_conv.py::test_move_chw_add_past_conv[3-2-2-2-7] 
1261[gw1] [ 65%] PASSED tests/transformation/streamline/test_move_chw_add_past_conv.py::test_move_chw_add_past_conv[3-2-2-2-7] 
1262tests/transformation/streamline/test_move_chw_add_past_conv.py::test_move_chw_add_past_conv[3-2-2-3-4] 
1263[gw1] [ 65%] PASSED tests/transformation/streamline/test_move_chw_add_past_conv.py::test_move_chw_add_past_conv[3-2-2-3-4] 
1264tests/transformation/streamline/test_move_chw_add_past_conv.py::test_move_chw_add_past_conv[3-2-2-3-7] 
1265[gw1] [ 65%] PASSED tests/transformation/streamline/test_move_chw_add_past_conv.py::test_move_chw_add_past_conv[3-2-2-3-7] 
1266tests/transformation/streamline/test_move_chw_add_past_conv.py::test_move_chw_add_past_conv[3-4-1-2-4] 
1267[gw1] [ 66%] PASSED tests/transformation/streamline/test_move_chw_add_past_conv.py::test_move_chw_add_past_conv[3-4-1-2-4] 
1268tests/transformation/streamline/test_move_chw_add_past_conv.py::test_move_chw_add_past_conv[3-4-1-2-7] 
1269[gw1] [ 66%] PASSED tests/transformation/streamline/test_move_chw_add_past_conv.py::test_move_chw_add_past_conv[3-4-1-2-7] 
1270tests/transformation/streamline/test_move_chw_add_past_conv.py::test_move_chw_add_past_conv[3-4-1-3-4] 
1271[gw1] [ 66%] PASSED tests/transformation/streamline/test_move_chw_add_past_conv.py::test_move_chw_add_past_conv[3-4-1-3-4] 
1272tests/transformation/streamline/test_move_chw_add_past_conv.py::test_move_chw_add_past_conv[3-4-1-3-7] 
1273[gw1] [ 66%] PASSED tests/transformation/streamline/test_move_chw_add_past_conv.py::test_move_chw_add_past_conv[3-4-1-3-7] 
1274tests/transformation/streamline/test_move_chw_add_past_conv.py::test_move_chw_add_past_conv[3-4-2-2-4] 
1275[gw1] [ 66%] PASSED tests/transformation/streamline/test_move_chw_add_past_conv.py::test_move_chw_add_past_conv[3-4-2-2-4] 
1276tests/transformation/streamline/test_move_chw_add_past_conv.py::test_move_chw_add_past_conv[3-4-2-2-7] 
1277[gw1] [ 66%] PASSED tests/transformation/streamline/test_move_chw_add_past_conv.py::test_move_chw_add_past_conv[3-4-2-2-7] 
1278tests/transformation/streamline/test_move_chw_add_past_conv.py::test_move_chw_add_past_conv[3-4-2-3-4] 
1279[gw1] [ 66%] PASSED tests/transformation/streamline/test_move_chw_add_past_conv.py::test_move_chw_add_past_conv[3-4-2-3-4] 
1280tests/transformation/streamline/test_move_chw_add_past_conv.py::test_move_chw_add_past_conv[3-4-2-3-7] 
1281[gw1] [ 67%] PASSED tests/transformation/streamline/test_move_chw_add_past_conv.py::test_move_chw_add_past_conv[3-4-2-3-7] 
1282tests/transformation/streamline/test_move_flatten_past_affine.py::test_move_flatten_past_affine[1-data_layout0] 
1283[gw1] [ 67%] PASSED tests/transformation/streamline/test_move_flatten_past_affine.py::test_move_flatten_past_affine[1-data_layout0] 
1284tests/transformation/streamline/test_move_flatten_past_affine.py::test_move_flatten_past_affine[1-data_layout1] 
1285[gw1] [ 67%] PASSED tests/transformation/streamline/test_move_flatten_past_affine.py::test_move_flatten_past_affine[1-data_layout1] 
1286tests/transformation/streamline/test_move_flatten_past_affine.py::test_move_flatten_past_affine[2-data_layout0] 
1287[gw1] [ 67%] PASSED tests/transformation/streamline/test_move_flatten_past_affine.py::test_move_flatten_past_affine[2-data_layout0] 
1288tests/transformation/streamline/test_move_flatten_past_affine.py::test_move_flatten_past_affine[2-data_layout1] 
1289[gw1] [ 67%] PASSED tests/transformation/streamline/test_move_flatten_past_affine.py::test_move_flatten_past_affine[2-data_layout1] 
1290tests/transformation/streamline/test_move_flatten_past_topk.py::test_move_flatten_past_affine[1-data_layout0] 
1291[gw1] [ 67%] PASSED tests/transformation/streamline/test_move_flatten_past_topk.py::test_move_flatten_past_affine[1-data_layout0] 
1292tests/transformation/streamline/test_move_flatten_past_topk.py::test_move_flatten_past_affine[1-data_layout1] 
1293[gw1] [ 67%] PASSED tests/transformation/streamline/test_move_flatten_past_topk.py::test_move_flatten_past_affine[1-data_layout1] 
1294tests/transformation/streamline/test_move_flatten_past_topk.py::test_move_flatten_past_affine[2-data_layout0] 
1295[gw1] [ 67%] PASSED tests/transformation/streamline/test_move_flatten_past_topk.py::test_move_flatten_past_affine[2-data_layout0] 
1296tests/transformation/streamline/test_move_flatten_past_topk.py::test_move_flatten_past_affine[2-data_layout1] 
1297[gw1] [ 68%] PASSED tests/transformation/streamline/test_move_flatten_past_topk.py::test_move_flatten_past_affine[2-data_layout1] 
1298tests/transformation/streamline/test_move_maxpool_past_multithreshold.py::test_move_maxpool_past_multithreshold 
1299[gw1] [ 68%] PASSED tests/transformation/streamline/test_move_maxpool_past_multithreshold.py::test_move_maxpool_past_multithreshold 
1300tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[0-0-1-2-2-4] 
1301[gw1] [ 68%] PASSED tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[0-0-1-2-2-4] 
1302tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[0-0-1-2-2-7] 
1303[gw1] [ 68%] PASSED tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[0-0-1-2-2-7] 
1304tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[0-0-1-2-3-4] 
1305[gw1] [ 68%] PASSED tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[0-0-1-2-3-4] 
1306tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[0-0-1-2-3-7] 
1307[gw1] [ 68%] PASSED tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[0-0-1-2-3-7] 
1308tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[0-0-1-3-2-4] 
1309[gw1] [ 68%] PASSED tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[0-0-1-3-2-4] 
1310tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[0-0-1-3-2-7] 
1311[gw1] [ 69%] PASSED tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[0-0-1-3-2-7] 
1312tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[0-0-1-3-3-4] 
1313[gw1] [ 69%] PASSED tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[0-0-1-3-3-4] 
1314tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[0-0-1-3-3-7] 
1315[gw1] [ 69%] PASSED tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[0-0-1-3-3-7] 
1316tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[0-0-2-2-2-4] 
1317[gw1] [ 69%] PASSED tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[0-0-2-2-2-4] 
1318tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[0-0-2-2-2-7] 
1319[gw1] [ 69%] PASSED tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[0-0-2-2-2-7] 
1320tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[0-0-2-2-3-4] 
1321[gw1] [ 69%] PASSED tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[0-0-2-2-3-4] 
1322tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[0-0-2-2-3-7] 
1323[gw1] [ 69%] PASSED tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[0-0-2-2-3-7] 
1324tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[0-0-2-3-2-4] 
1325[gw1] [ 69%] PASSED tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[0-0-2-3-2-4] 
1326tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[0-0-2-3-2-7] 
1327[gw1] [ 70%] PASSED tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[0-0-2-3-2-7] 
1328tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[0-0-2-3-3-4] 
1329[gw1] [ 70%] PASSED tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[0-0-2-3-3-4] 
1330tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[0-0-2-3-3-7] 
1331[gw1] [ 70%] PASSED tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[0-0-2-3-3-7] 
1332tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[0-1-1-2-2-4] 
1333[gw1] [ 70%] PASSED tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[0-1-1-2-2-4] 
1334tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[0-1-1-2-2-7] 
1335[gw1] [ 70%] PASSED tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[0-1-1-2-2-7] 
1336tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[0-1-1-2-3-4] 
1337[gw1] [ 70%] PASSED tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[0-1-1-2-3-4] 
1338tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[0-1-1-2-3-7] 
1339[gw1] [ 70%] PASSED tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[0-1-1-2-3-7] 
1340tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[0-1-1-3-2-4] 
1341[gw1] [ 71%] PASSED tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[0-1-1-3-2-4] 
1342tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[0-1-1-3-2-7] 
1343[gw1] [ 71%] PASSED tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[0-1-1-3-2-7] 
1344tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[0-1-1-3-3-4] 
1345[gw1] [ 71%] PASSED tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[0-1-1-3-3-4] 
1346tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[0-1-1-3-3-7] 
1347[gw1] [ 71%] PASSED tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[0-1-1-3-3-7] 
1348tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[0-1-2-2-2-4] 
1349[gw1] [ 71%] PASSED tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[0-1-2-2-2-4] 
1350tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[0-1-2-2-2-7] 
1351[gw1] [ 71%] PASSED tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[0-1-2-2-2-7] 
1352tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[0-1-2-2-3-4] 
1353[gw1] [ 71%] PASSED tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[0-1-2-2-3-4] 
1354tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[0-1-2-2-3-7] 
1355[gw1] [ 72%] PASSED tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[0-1-2-2-3-7] 
1356tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[0-1-2-3-2-4] 
1357[gw1] [ 72%] PASSED tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[0-1-2-3-2-4] 
1358tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[0-1-2-3-2-7] 
1359[gw1] [ 72%] PASSED tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[0-1-2-3-2-7] 
1360tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[0-1-2-3-3-4] 
1361[gw1] [ 72%] PASSED tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[0-1-2-3-3-4] 
1362tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[0-1-2-3-3-7] 
1363[gw1] [ 72%] PASSED tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[0-1-2-3-3-7] 
1364tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[1-0-1-2-2-4] 
1365[gw1] [ 72%] PASSED tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[1-0-1-2-2-4] 
1366tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[1-0-1-2-2-7] 
1367[gw1] [ 72%] PASSED tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[1-0-1-2-2-7] 
1368tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[1-0-1-2-3-4] 
1369[gw1] [ 72%] PASSED tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[1-0-1-2-3-4] 
1370tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[1-0-1-2-3-7] 
1371[gw1] [ 73%] PASSED tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[1-0-1-2-3-7] 
1372tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[1-0-1-3-2-4] 
1373[gw1] [ 73%] PASSED tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[1-0-1-3-2-4] 
1374tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[1-0-1-3-2-7] 
1375[gw1] [ 73%] PASSED tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[1-0-1-3-2-7] 
1376tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[1-0-1-3-3-4] 
1377[gw1] [ 73%] PASSED tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[1-0-1-3-3-4] 
1378tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[1-0-1-3-3-7] 
1379[gw1] [ 73%] PASSED tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[1-0-1-3-3-7] 
1380tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[1-0-2-2-2-4] 
1381[gw1] [ 73%] PASSED tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[1-0-2-2-2-4] 
1382tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[1-0-2-2-2-7] 
1383[gw1] [ 73%] PASSED tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[1-0-2-2-2-7] 
1384tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[1-0-2-2-3-4] 
1385[gw1] [ 74%] PASSED tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[1-0-2-2-3-4] 
1386tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[1-0-2-2-3-7] 
1387[gw1] [ 74%] PASSED tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[1-0-2-2-3-7] 
1388tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[1-0-2-3-2-4] 
1389[gw1] [ 74%] PASSED tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[1-0-2-3-2-4] 
1390tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[1-0-2-3-2-7] 
1391[gw1] [ 74%] PASSED tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[1-0-2-3-2-7] 
1392tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[1-0-2-3-3-4] 
1393[gw1] [ 74%] PASSED tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[1-0-2-3-3-4] 
1394tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[1-0-2-3-3-7] 
1395[gw1] [ 74%] PASSED tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[1-0-2-3-3-7] 
1396tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[1-1-1-2-2-4] 
1397[gw1] [ 74%] PASSED tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[1-1-1-2-2-4] 
1398tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[1-1-1-2-2-7] 
1399[gw1] [ 74%] PASSED tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[1-1-1-2-2-7] 
1400tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[1-1-1-2-3-4] 
1401[gw1] [ 75%] PASSED tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[1-1-1-2-3-4] 
1402tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[1-1-1-2-3-7] 
1403[gw1] [ 75%] PASSED tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[1-1-1-2-3-7] 
1404tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[1-1-1-3-2-4] 
1405[gw1] [ 75%] PASSED tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[1-1-1-3-2-4] 
1406tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[1-1-1-3-2-7] 
1407[gw1] [ 75%] PASSED tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[1-1-1-3-2-7] 
1408tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[1-1-1-3-3-4] 
1409[gw1] [ 75%] PASSED tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[1-1-1-3-3-4] 
1410tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[1-1-1-3-3-7] 
1411[gw1] [ 75%] PASSED tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[1-1-1-3-3-7] 
1412tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[1-1-2-2-2-4] 
1413[gw1] [ 75%] PASSED tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[1-1-2-2-2-4] 
1414tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[1-1-2-2-2-7] 
1415[gw1] [ 76%] PASSED tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[1-1-2-2-2-7] 
1416tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[1-1-2-2-3-4] 
1417[gw1] [ 76%] PASSED tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[1-1-2-2-3-4] 
1418tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[1-1-2-2-3-7] 
1419[gw1] [ 76%] PASSED tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[1-1-2-2-3-7] 
1420tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[1-1-2-3-2-4] 
1421[gw1] [ 76%] PASSED tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[1-1-2-3-2-4] 
1422tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[1-1-2-3-2-7] 
1423[gw1] [ 76%] PASSED tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[1-1-2-3-2-7] 
1424tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[1-1-2-3-3-4] 
1425[gw1] [ 76%] PASSED tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[1-1-2-3-3-4] 
1426tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[1-1-2-3-3-7] 
1427[gw1] [ 76%] PASSED tests/transformation/streamline/test_move_mul_past_dw_conv.py::test_move_mul_past_dw_conv[1-1-2-3-3-7] 
1428tests/transformation/streamline/test_move_past_fork.py::test_move_past_fork[-1-64] 
1429[gw1] [ 76%] PASSED tests/transformation/streamline/test_move_past_fork.py::test_move_past_fork[-1-64] 
1430tests/transformation/streamline/test_move_past_fork.py::test_move_past_fork[-1-1] 
1431[gw1] [ 77%] PASSED tests/transformation/streamline/test_move_past_fork.py::test_move_past_fork[-1-1] 
1432tests/transformation/streamline/test_move_past_fork.py::test_move_past_fork[7-64] 
1433[gw1] [ 77%] PASSED tests/transformation/streamline/test_move_past_fork.py::test_move_past_fork[7-64] 
1434tests/transformation/streamline/test_move_past_fork.py::test_move_past_fork[7-1] 
1435[gw1] [ 77%] PASSED tests/transformation/streamline/test_move_past_fork.py::test_move_past_fork[7-1] 
1436tests/transformation/streamline/test_move_scalar_past_conv.py::test_move_scalar_past_conv[test_args0-False] 
1437[gw1] [ 77%] PASSED tests/transformation/streamline/test_move_scalar_past_conv.py::test_move_scalar_past_conv[test_args0-False] 
1438tests/transformation/streamline/test_move_scalar_past_conv.py::test_move_scalar_past_conv[test_args0-True] 
1439[gw1] [ 77%] PASSED tests/transformation/streamline/test_move_scalar_past_conv.py::test_move_scalar_past_conv[test_args0-True] 
1440tests/transformation/streamline/test_move_scalar_past_conv.py::test_move_scalar_past_conv[test_args1-False] 
1441[gw1] [ 77%] PASSED tests/transformation/streamline/test_move_scalar_past_conv.py::test_move_scalar_past_conv[test_args1-False] 
1442tests/transformation/streamline/test_move_scalar_past_conv.py::test_move_scalar_past_conv[test_args1-True] 
1443[gw1] [ 77%] PASSED tests/transformation/streamline/test_move_scalar_past_conv.py::test_move_scalar_past_conv[test_args1-True] 
1444tests/transformation/streamline/test_move_scalar_past_conv.py::test_move_scalar_past_conv_only_if_linear[test_args0] 
1445[gw1] [ 78%] PASSED tests/transformation/streamline/test_move_scalar_past_conv.py::test_move_scalar_past_conv_only_if_linear[test_args0] 
1446tests/transformation/streamline/test_move_scalar_past_conv.py::test_move_scalar_past_conv_only_if_linear[test_args1] 
1447[gw1] [ 78%] PASSED tests/transformation/streamline/test_move_scalar_past_conv.py::test_move_scalar_past_conv_only_if_linear[test_args1] 
1448tests/transformation/streamline/test_move_scalar_past_matmul.py::test_move_scalar_mul_past_matmul 
1449[gw1] [ 78%] PASSED tests/transformation/streamline/test_move_scalar_past_matmul.py::test_move_scalar_mul_past_matmul 
1450tests/transformation/streamline/test_move_scalar_past_matmul.py::test_move_scalar_add_past_matmul 
1451[gw1] [ 78%] PASSED tests/transformation/streamline/test_move_scalar_past_matmul.py::test_move_scalar_add_past_matmul 
1452tests/transformation/streamline/test_move_scalar_past_matmul.py::test_move_scalar_past_matmul_only_if_linear[test_args0] 
1453[gw1] [ 78%] PASSED tests/transformation/streamline/test_move_scalar_past_matmul.py::test_move_scalar_past_matmul_only_if_linear[test_args0] 
1454tests/transformation/streamline/test_move_scalar_past_matmul.py::test_move_scalar_past_matmul_only_if_linear[test_args1] 
1455[gw1] [ 78%] PASSED tests/transformation/streamline/test_move_scalar_past_matmul.py::test_move_scalar_past_matmul_only_if_linear[test_args1] 
1456tests/transformation/streamline/test_move_transpose_past_scalar_mul.py::test_move_transpose_past_scalar_mul[None-True-perm0] 
1457[gw1] [ 78%] PASSED tests/transformation/streamline/test_move_transpose_past_scalar_mul.py::test_move_transpose_past_scalar_mul[None-True-perm0] 
1458tests/transformation/streamline/test_move_transpose_past_scalar_mul.py::test_move_transpose_past_scalar_mul[None-True-perm1] 
1459[gw1] [ 79%] PASSED tests/transformation/streamline/test_move_transpose_past_scalar_mul.py::test_move_transpose_past_scalar_mul[None-True-perm1] 
1460tests/transformation/streamline/test_move_transpose_past_scalar_mul.py::test_move_transpose_past_scalar_mul[None-True-perm2] 
1461[gw1] [ 79%] PASSED tests/transformation/streamline/test_move_transpose_past_scalar_mul.py::test_move_transpose_past_scalar_mul[None-True-perm2] 
1462tests/transformation/streamline/test_move_transpose_past_scalar_mul.py::test_move_transpose_past_scalar_mul[None-False-perm0] 
1463[gw1] [ 79%] PASSED tests/transformation/streamline/test_move_transpose_past_scalar_mul.py::test_move_transpose_past_scalar_mul[None-False-perm0] 
1464tests/transformation/streamline/test_move_transpose_past_scalar_mul.py::test_move_transpose_past_scalar_mul[None-False-perm1] 
1465[gw1] [ 79%] PASSED tests/transformation/streamline/test_move_transpose_past_scalar_mul.py::test_move_transpose_past_scalar_mul[None-False-perm1] 
1466tests/transformation/streamline/test_move_transpose_past_scalar_mul.py::test_move_transpose_past_scalar_mul[None-False-perm2] 
1467[gw1] [ 79%] PASSED tests/transformation/streamline/test_move_transpose_past_scalar_mul.py::test_move_transpose_past_scalar_mul[None-False-perm2] 
1468tests/transformation/streamline/test_move_transpose_past_scalar_mul.py::test_move_transpose_past_scalar_mul[data_layout1-True-perm0] 
1469[gw1] [ 79%] PASSED tests/transformation/streamline/test_move_transpose_past_scalar_mul.py::test_move_transpose_past_scalar_mul[data_layout1-True-perm0] 
1470tests/transformation/streamline/test_move_transpose_past_scalar_mul.py::test_move_transpose_past_scalar_mul[data_layout1-True-perm1] 
1471[gw1] [ 79%] PASSED tests/transformation/streamline/test_move_transpose_past_scalar_mul.py::test_move_transpose_past_scalar_mul[data_layout1-True-perm1] 
1472tests/transformation/streamline/test_move_transpose_past_scalar_mul.py::test_move_transpose_past_scalar_mul[data_layout1-True-perm2] 
1473[gw1] [ 79%] PASSED tests/transformation/streamline/test_move_transpose_past_scalar_mul.py::test_move_transpose_past_scalar_mul[data_layout1-True-perm2] 
1474tests/transformation/streamline/test_move_transpose_past_scalar_mul.py::test_move_transpose_past_scalar_mul[data_layout1-False-perm0] 
1475[gw1] [ 80%] PASSED tests/transformation/streamline/test_move_transpose_past_scalar_mul.py::test_move_transpose_past_scalar_mul[data_layout1-False-perm0] 
1476tests/transformation/streamline/test_move_transpose_past_scalar_mul.py::test_move_transpose_past_scalar_mul[data_layout1-False-perm1] 
1477[gw1] [ 80%] PASSED tests/transformation/streamline/test_move_transpose_past_scalar_mul.py::test_move_transpose_past_scalar_mul[data_layout1-False-perm1] 
1478tests/transformation/streamline/test_move_transpose_past_scalar_mul.py::test_move_transpose_past_scalar_mul[data_layout1-False-perm2] 
1479[gw1] [ 80%] PASSED tests/transformation/streamline/test_move_transpose_past_scalar_mul.py::test_move_transpose_past_scalar_mul[data_layout1-False-perm2] 
1480tests/transformation/streamline/test_move_transpose_past_scalar_mul.py::test_move_transpose_past_scalar_mul[data_layout2-True-perm0] 
1481[gw1] [ 80%] PASSED tests/transformation/streamline/test_move_transpose_past_scalar_mul.py::test_move_transpose_past_scalar_mul[data_layout2-True-perm0] 
1482tests/transformation/streamline/test_move_transpose_past_scalar_mul.py::test_move_transpose_past_scalar_mul[data_layout2-True-perm1] 
1483[gw1] [ 80%] PASSED tests/transformation/streamline/test_move_transpose_past_scalar_mul.py::test_move_transpose_past_scalar_mul[data_layout2-True-perm1] 
1484tests/transformation/streamline/test_move_transpose_past_scalar_mul.py::test_move_transpose_past_scalar_mul[data_layout2-True-perm2] 
1485[gw1] [ 80%] PASSED tests/transformation/streamline/test_move_transpose_past_scalar_mul.py::test_move_transpose_past_scalar_mul[data_layout2-True-perm2] 
1486tests/transformation/streamline/test_move_transpose_past_scalar_mul.py::test_move_transpose_past_scalar_mul[data_layout2-False-perm0] 
1487[gw1] [ 80%] PASSED tests/transformation/streamline/test_move_transpose_past_scalar_mul.py::test_move_transpose_past_scalar_mul[data_layout2-False-perm0] 
1488tests/transformation/streamline/test_move_transpose_past_scalar_mul.py::test_move_transpose_past_scalar_mul[data_layout2-False-perm1] 
1489[gw1] [ 81%] PASSED tests/transformation/streamline/test_move_transpose_past_scalar_mul.py::test_move_transpose_past_scalar_mul[data_layout2-False-perm1] 
1490tests/transformation/streamline/test_move_transpose_past_scalar_mul.py::test_move_transpose_past_scalar_mul[data_layout2-False-perm2] 
1491[gw1] [ 81%] PASSED tests/transformation/streamline/test_move_transpose_past_scalar_mul.py::test_move_transpose_past_scalar_mul[data_layout2-False-perm2] 
1492tests/transformation/streamline/test_remove_identity_ops.py::test_remove_identity_ops[Add] 
1493[gw1] [ 81%] PASSED tests/transformation/streamline/test_remove_identity_ops.py::test_remove_identity_ops[Add] 
1494tests/transformation/streamline/test_remove_identity_ops.py::test_remove_identity_ops[Sub] 
1495[gw1] [ 81%] PASSED tests/transformation/streamline/test_remove_identity_ops.py::test_remove_identity_ops[Sub] 
1496tests/transformation/streamline/test_remove_identity_ops.py::test_remove_identity_ops[Mul] 
1497[gw1] [ 81%] PASSED tests/transformation/streamline/test_remove_identity_ops.py::test_remove_identity_ops[Mul] 
1498tests/transformation/streamline/test_remove_identity_ops.py::test_remove_identity_ops[Div] 
1499[gw1] [ 81%] PASSED tests/transformation/streamline/test_remove_identity_ops.py::test_remove_identity_ops[Div] 
1500tests/transformation/streamline/test_round_thresholds.py::test_round_thresholds 
1501[gw1] [ 81%] PASSED tests/transformation/streamline/test_round_thresholds.py::test_round_thresholds 
1502tests/transformation/streamline/test_sign_to_thres.py::test_sign_to_thres 
1503[gw3] [ 81%] FAILED tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_export[cnv-2-1] 
1504tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_export[cnv-2-2] 
1505[gw2] [ 82%] PASSED tests/brevitas/test_brevitas_fc.py::test_brevitas_fc_onnx_export_and_exec[SFC-2-2] 
1506tests/brevitas/test_brevitas_fc.py::test_brevitas_fc_onnx_export_and_exec[LFC-1-1] 
1507[gw0] [ 82%] FAILED tests/transformation/test_batchnorm_to_affine_bnn_pynq.py::test_batchnorm_to_affine_lfc_w1a1 
1508tests/transformation/test_infer_data_layouts_cnv.py::test_infer_data_layouts_cnv 
1509[gw3] [ 82%] FAILED tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_export[cnv-2-2] 
1510tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_import_and_tidy[tfc-1-1] 
1511[gw3] [ 82%] PASSED tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_import_and_tidy[tfc-1-1] 
1512tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_import_and_tidy[tfc-1-2] 
1513[gw3] [ 82%] SKIPPED tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_import_and_tidy[tfc-1-2] 
1514tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_import_and_tidy[tfc-2-1] 
1515[gw3] [ 82%] SKIPPED tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_import_and_tidy[tfc-2-1] 
1516tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_import_and_tidy[tfc-2-2] 
1517[gw3] [ 82%] PASSED tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_import_and_tidy[tfc-2-2] 
1518tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_import_and_tidy[cnv-1-1] 
1519[gw3] [ 83%] PASSED tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_import_and_tidy[cnv-1-1] 
1520tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_import_and_tidy[cnv-1-2] 
1521[gw3] [ 83%] SKIPPED tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_import_and_tidy[cnv-1-2] 
1522tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_import_and_tidy[cnv-2-1] 
1523[gw3] [ 83%] SKIPPED tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_import_and_tidy[cnv-2-1] 
1524tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_import_and_tidy[cnv-2-2] 
1525[gw3] [ 83%] SKIPPED tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_import_and_tidy[cnv-2-2] 
1526tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_add_pre_and_postproc[tfc-1-1] 
1527[gw3] [ 83%] PASSED tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_add_pre_and_postproc[tfc-1-1] 
1528tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_add_pre_and_postproc[tfc-1-2] 
1529[gw3] [ 83%] SKIPPED tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_add_pre_and_postproc[tfc-1-2] 
1530tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_add_pre_and_postproc[tfc-2-1] 
1531[gw3] [ 83%] SKIPPED tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_add_pre_and_postproc[tfc-2-1] 
1532tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_add_pre_and_postproc[tfc-2-2] 
1533[gw3] [ 83%] PASSED tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_add_pre_and_postproc[tfc-2-2] 
1534tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_add_pre_and_postproc[cnv-1-1] 
1535[gw3] [ 84%] PASSED tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_add_pre_and_postproc[cnv-1-1] 
1536tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_add_pre_and_postproc[cnv-1-2] 
1537[gw3] [ 84%] SKIPPED tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_add_pre_and_postproc[cnv-1-2] 
1538tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_add_pre_and_postproc[cnv-2-1] 
1539[gw3] [ 84%] SKIPPED tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_add_pre_and_postproc[cnv-2-1] 
1540tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_add_pre_and_postproc[cnv-2-2] 
1541[gw3] [ 84%] SKIPPED tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_add_pre_and_postproc[cnv-2-2] 
1542tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_streamline[tfc-1-1] 
1543[gw3] [ 84%] PASSED tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_streamline[tfc-1-1] 
1544tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_streamline[tfc-1-2] 
1545[gw3] [ 84%] SKIPPED tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_streamline[tfc-1-2] 
1546tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_streamline[tfc-2-1] 
1547[gw3] [ 84%] SKIPPED tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_streamline[tfc-2-1] 
1548tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_streamline[tfc-2-2] 
1549[gw3] [ 85%] PASSED tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_streamline[tfc-2-2] 
1550tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_streamline[cnv-1-1] 
1551[gw3] [ 85%] FAILED tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_streamline[cnv-1-1] 
1552tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_streamline[cnv-1-2] 
1553[gw3] [ 85%] SKIPPED tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_streamline[cnv-1-2] 
1554tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_streamline[cnv-2-1] 
1555[gw3] [ 85%] SKIPPED tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_streamline[cnv-2-1] 
1556tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_streamline[cnv-2-2] 
1557[gw3] [ 85%] SKIPPED tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_streamline[cnv-2-2] 
1558tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_convert_to_hls_layers[tfc-1-1] 
1559[gw3] [ 85%] PASSED tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_convert_to_hls_layers[tfc-1-1] 
1560tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_convert_to_hls_layers[tfc-1-2] 
1561[gw3] [ 85%] SKIPPED tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_convert_to_hls_layers[tfc-1-2] 
1562tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_convert_to_hls_layers[tfc-2-1] 
1563[gw3] [ 86%] SKIPPED tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_convert_to_hls_layers[tfc-2-1] 
1564tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_convert_to_hls_layers[tfc-2-2] 
1565[gw3] [ 86%] PASSED tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_convert_to_hls_layers[tfc-2-2] 
1566tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_convert_to_hls_layers[cnv-1-1] 
1567[gw3] [ 86%] SKIPPED tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_convert_to_hls_layers[cnv-1-1] 
1568tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_convert_to_hls_layers[cnv-1-2] 
1569[gw3] [ 86%] SKIPPED tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_convert_to_hls_layers[cnv-1-2] 
1570tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_convert_to_hls_layers[cnv-2-1] 
1571[gw3] [ 86%] SKIPPED tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_convert_to_hls_layers[cnv-2-1] 
1572tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_convert_to_hls_layers[cnv-2-2] 
1573[gw3] [ 86%] SKIPPED tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_convert_to_hls_layers[cnv-2-2] 
1574tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_create_dataflow_partition[tfc-1-1] 
1575[gw3] [ 86%] PASSED tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_create_dataflow_partition[tfc-1-1] 
1576tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_create_dataflow_partition[tfc-1-2] 
1577[gw3] [ 86%] SKIPPED tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_create_dataflow_partition[tfc-1-2] 
1578tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_create_dataflow_partition[tfc-2-1] 
1579[gw3] [ 87%] SKIPPED tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_create_dataflow_partition[tfc-2-1] 
1580tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_create_dataflow_partition[tfc-2-2] 
1581[gw3] [ 87%] PASSED tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_create_dataflow_partition[tfc-2-2] 
1582tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_create_dataflow_partition[cnv-1-1] 
1583[gw3] [ 87%] SKIPPED tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_create_dataflow_partition[cnv-1-1] 
1584tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_create_dataflow_partition[cnv-1-2] 
1585[gw3] [ 87%] SKIPPED tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_create_dataflow_partition[cnv-1-2] 
1586tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_create_dataflow_partition[cnv-2-1] 
1587[gw3] [ 87%] SKIPPED tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_create_dataflow_partition[cnv-2-1] 
1588tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_create_dataflow_partition[cnv-2-2] 
1589[gw3] [ 87%] SKIPPED tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_create_dataflow_partition[cnv-2-2] 
1590tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_fold[tfc-1-1] 
1591[gw3] [ 87%] PASSED tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_fold[tfc-1-1] 
1592tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_fold[tfc-1-2] 
1593[gw3] [ 88%] SKIPPED tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_fold[tfc-1-2] 
1594tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_fold[tfc-2-1] 
1595[gw3] [ 88%] SKIPPED tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_fold[tfc-2-1] 
1596tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_fold[tfc-2-2] 
1597[gw3] [ 88%] PASSED tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_fold[tfc-2-2] 
1598tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_fold[cnv-1-1] 
1599[gw3] [ 88%] SKIPPED tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_fold[cnv-1-1] 
1600tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_fold[cnv-1-2] 
1601[gw3] [ 88%] SKIPPED tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_fold[cnv-1-2] 
1602tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_fold[cnv-2-1] 
1603[gw3] [ 88%] SKIPPED tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_fold[cnv-2-1] 
1604tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_fold[cnv-2-2] 
1605[gw3] [ 88%] SKIPPED tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_fold[cnv-2-2] 
1606tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_deploy[zynq-tfc-1-1] 
1607[gw3] [ 88%] SKIPPED tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_deploy[zynq-tfc-1-1] 
1608tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_deploy[zynq-tfc-1-2] 
1609[gw3] [ 89%] SKIPPED tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_deploy[zynq-tfc-1-2] 
1610tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_deploy[zynq-tfc-2-1] 
1611[gw3] [ 89%] SKIPPED tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_deploy[zynq-tfc-2-1] 
1612tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_deploy[zynq-tfc-2-2] 
1613[gw3] [ 89%] SKIPPED tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_deploy[zynq-tfc-2-2] 
1614tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_deploy[zynq-cnv-1-1] 
1615[gw3] [ 89%] SKIPPED tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_deploy[zynq-cnv-1-1] 
1616tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_deploy[zynq-cnv-1-2] 
1617[gw3] [ 89%] SKIPPED tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_deploy[zynq-cnv-1-2] 
1618tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_deploy[zynq-cnv-2-1] 
1619[gw3] [ 89%] SKIPPED tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_deploy[zynq-cnv-2-1] 
1620tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_deploy[zynq-cnv-2-2] 
1621[gw3] [ 89%] SKIPPED tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_deploy[zynq-cnv-2-2] 
1622tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_deploy[alveo-tfc-1-1] 
1623[gw3] [ 90%] SKIPPED tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_deploy[alveo-tfc-1-1] 
1624tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_deploy[alveo-tfc-1-2] 
1625[gw3] [ 90%] SKIPPED tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_deploy[alveo-tfc-1-2] 
1626tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_deploy[alveo-tfc-2-1] 
1627[gw3] [ 90%] SKIPPED tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_deploy[alveo-tfc-2-1] 
1628tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_deploy[alveo-tfc-2-2] 
1629[gw3] [ 90%] SKIPPED tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_deploy[alveo-tfc-2-2] 
1630tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_deploy[alveo-cnv-1-1] 
1631[gw3] [ 90%] SKIPPED tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_deploy[alveo-cnv-1-1] 
1632tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_deploy[alveo-cnv-1-2] 
1633[gw3] [ 90%] SKIPPED tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_deploy[alveo-cnv-1-2] 
1634tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_deploy[alveo-cnv-2-1] 
1635[gw3] [ 90%] SKIPPED tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_deploy[alveo-cnv-2-1] 
1636tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_deploy[alveo-cnv-2-2] 
1637[gw3] [ 90%] SKIPPED tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_deploy[alveo-cnv-2-2] 
1638tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_run_on_hw[zynq-tfc-1-1] 
1639[gw3] [ 91%] SKIPPED tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_run_on_hw[zynq-tfc-1-1] 
1640tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_run_on_hw[zynq-tfc-1-2] 
1641[gw3] [ 91%] SKIPPED tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_run_on_hw[zynq-tfc-1-2] 
1642tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_run_on_hw[zynq-tfc-2-1] 
1643[gw3] [ 91%] SKIPPED tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_run_on_hw[zynq-tfc-2-1] 
1644tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_run_on_hw[zynq-tfc-2-2] 
1645[gw3] [ 91%] SKIPPED tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_run_on_hw[zynq-tfc-2-2] 
1646tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_run_on_hw[zynq-cnv-1-1] 
1647[gw3] [ 91%] SKIPPED tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_run_on_hw[zynq-cnv-1-1] 
1648tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_run_on_hw[zynq-cnv-1-2] 
1649[gw3] [ 91%] SKIPPED tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_run_on_hw[zynq-cnv-1-2] 
1650tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_run_on_hw[zynq-cnv-2-1] 
1651[gw3] [ 91%] SKIPPED tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_run_on_hw[zynq-cnv-2-1] 
1652tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_run_on_hw[zynq-cnv-2-2] 
1653[gw3] [ 92%] SKIPPED tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_run_on_hw[zynq-cnv-2-2] 
1654tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_run_on_hw[alveo-tfc-1-1] 
1655[gw3] [ 92%] SKIPPED tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_run_on_hw[alveo-tfc-1-1] 
1656tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_run_on_hw[alveo-tfc-1-2] 
1657[gw3] [ 92%] SKIPPED tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_run_on_hw[alveo-tfc-1-2] 
1658tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_run_on_hw[alveo-tfc-2-1] 
1659[gw3] [ 92%] SKIPPED tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_run_on_hw[alveo-tfc-2-1] 
1660tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_run_on_hw[alveo-tfc-2-2] 
1661[gw3] [ 92%] SKIPPED tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_run_on_hw[alveo-tfc-2-2] 
1662tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_run_on_hw[alveo-cnv-1-1] 
1663[gw3] [ 92%] SKIPPED tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_run_on_hw[alveo-cnv-1-1] 
1664tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_run_on_hw[alveo-cnv-1-2] 
1665[gw3] [ 92%] SKIPPED tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_run_on_hw[alveo-cnv-1-2] 
1666tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_run_on_hw[alveo-cnv-2-1] 
1667[gw3] [ 93%] SKIPPED tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_run_on_hw[alveo-cnv-2-1] 
1668tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_run_on_hw[alveo-cnv-2-2] 
1669[gw3] [ 93%] SKIPPED tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_run_on_hw[alveo-cnv-2-2] 
1670tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_throughput_hw[zynq-tfc-1-1] 
1671[gw3] [ 93%] SKIPPED tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_throughput_hw[zynq-tfc-1-1] 
1672tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_throughput_hw[zynq-tfc-1-2] 
1673[gw3] [ 93%] SKIPPED tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_throughput_hw[zynq-tfc-1-2] 
1674tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_throughput_hw[zynq-tfc-2-1] 
1675[gw3] [ 93%] SKIPPED tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_throughput_hw[zynq-tfc-2-1] 
1676tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_throughput_hw[zynq-tfc-2-2] 
1677[gw3] [ 93%] SKIPPED tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_throughput_hw[zynq-tfc-2-2] 
1678tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_throughput_hw[zynq-cnv-1-1] 
1679[gw3] [ 93%] SKIPPED tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_throughput_hw[zynq-cnv-1-1] 
1680tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_throughput_hw[zynq-cnv-1-2] 
1681[gw3] [ 93%] SKIPPED tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_throughput_hw[zynq-cnv-1-2] 
1682tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_throughput_hw[zynq-cnv-2-1] 
1683[gw3] [ 94%] SKIPPED tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_throughput_hw[zynq-cnv-2-1] 
1684tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_throughput_hw[zynq-cnv-2-2] 
1685[gw3] [ 94%] SKIPPED tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_throughput_hw[zynq-cnv-2-2] 
1686tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_throughput_hw[alveo-tfc-1-1] 
1687[gw3] [ 94%] SKIPPED tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_throughput_hw[alveo-tfc-1-1] 
1688tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_throughput_hw[alveo-tfc-1-2] 
1689[gw3] [ 94%] SKIPPED tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_throughput_hw[alveo-tfc-1-2] 
1690tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_throughput_hw[alveo-tfc-2-1] 
1691[gw3] [ 94%] SKIPPED tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_throughput_hw[alveo-tfc-2-1] 
1692tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_throughput_hw[alveo-tfc-2-2] 
1693[gw3] [ 94%] SKIPPED tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_throughput_hw[alveo-tfc-2-2] 
1694tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_throughput_hw[alveo-cnv-1-1] 
1695[gw3] [ 94%] SKIPPED tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_throughput_hw[alveo-cnv-1-1] 
1696tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_throughput_hw[alveo-cnv-1-2] 
1697[gw3] [ 95%] SKIPPED tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_throughput_hw[alveo-cnv-1-2] 
1698tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_throughput_hw[alveo-cnv-2-1] 
1699[gw3] [ 95%] SKIPPED tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_throughput_hw[alveo-cnv-2-1] 
1700tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_throughput_hw[alveo-cnv-2-2] 
1701[gw3] [ 95%] SKIPPED tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_throughput_hw[alveo-cnv-2-2] 
1702tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_upload_results_to_dashboard[tfc-1-1] 
1703[gw3] [ 95%] PASSED tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_upload_results_to_dashboard[tfc-1-1] 
1704tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_upload_results_to_dashboard[tfc-1-2] 
1705[gw3] [ 95%] SKIPPED tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_upload_results_to_dashboard[tfc-1-2] 
1706tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_upload_results_to_dashboard[tfc-2-1] 
1707[gw3] [ 95%] SKIPPED tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_upload_results_to_dashboard[tfc-2-1] 
1708tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_upload_results_to_dashboard[tfc-2-2] 
1709[gw3] [ 95%] PASSED tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_upload_results_to_dashboard[tfc-2-2] 
1710tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_upload_results_to_dashboard[cnv-1-1] 
1711[gw3] [ 95%] PASSED tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_upload_results_to_dashboard[cnv-1-1] 
1712tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_upload_results_to_dashboard[cnv-1-2] 
1713[gw3] [ 96%] SKIPPED tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_upload_results_to_dashboard[cnv-1-2] 
1714tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_upload_results_to_dashboard[cnv-2-1] 
1715[gw3] [ 96%] SKIPPED tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_upload_results_to_dashboard[cnv-2-1] 
1716tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_upload_results_to_dashboard[cnv-2-2] 
1717[gw3] [ 96%] SKIPPED tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_upload_results_to_dashboard[cnv-2-2] 
1718tests/util/test_create.py::test_hls_random_mlp_maker[DataType.BIPOLAR] 
1719[gw3] [ 96%] PASSED tests/util/test_create.py::test_hls_random_mlp_maker[DataType.BIPOLAR] 
1720tests/util/test_create.py::test_hls_random_mlp_maker[DataType.INT2] 
1721[gw3] [ 96%] PASSED tests/util/test_create.py::test_hls_random_mlp_maker[DataType.INT2] 
1722tests/util/test_create.py::test_hls_random_mlp_maker[DataType.INT4] 
1723[gw3] [ 96%] PASSED tests/util/test_create.py::test_hls_random_mlp_maker[DataType.INT4] 
1724tests/util/test_data_packing_hls.py::test_numpy_to_hls_code 
1725[gw3] [ 96%] PASSED tests/util/test_data_packing_hls.py::test_numpy_to_hls_code 
1726[gw0] [ 97%] PASSED tests/transformation/test_infer_data_layouts_cnv.py::test_infer_data_layouts_cnv 
1727tests/transformation/test_infer_datatypes_lfc.py::test_infer_datatypes_lfc 
1728[gw2] [ 97%] FAILED tests/brevitas/test_brevitas_fc.py::test_brevitas_fc_onnx_export_and_exec[LFC-1-1] 
1729tests/brevitas/test_brevitas_fc.py::test_brevitas_fc_onnx_export_and_exec[LFC-1-2] 
1730[gw1] [ 97%] FAILED tests/transformation/streamline/test_sign_to_thres.py::test_sign_to_thres 
1731tests/transformation/streamline/test_streamline_cnv.py::test_streamline_cnv[CNV-1-1] 
1732[gw2] [ 97%] PASSED tests/brevitas/test_brevitas_fc.py::test_brevitas_fc_onnx_export_and_exec[LFC-1-2] 
1733tests/brevitas/test_brevitas_fc.py::test_brevitas_fc_onnx_export_and_exec[LFC-2-1] 
1734[gw2] [ 97%] SKIPPED tests/brevitas/test_brevitas_fc.py::test_brevitas_fc_onnx_export_and_exec[LFC-2-1] 
1735tests/brevitas/test_brevitas_fc.py::test_brevitas_fc_onnx_export_and_exec[LFC-2-2] 
1736[gw2] [ 97%] SKIPPED tests/brevitas/test_brevitas_fc.py::test_brevitas_fc_onnx_export_and_exec[LFC-2-2] 
1737[gw1] [ 97%] PASSED tests/transformation/streamline/test_streamline_cnv.py::test_streamline_cnv[CNV-1-1] 
1738tests/transformation/streamline/test_streamline_cnv.py::test_streamline_cnv[CNV-1-2] 
1739[gw1] [ 97%] PASSED tests/transformation/streamline/test_streamline_cnv.py::test_streamline_cnv[CNV-1-2] 
1740tests/transformation/streamline/test_streamline_cnv.py::test_streamline_cnv[CNV-2-1] 
1741[gw1] [ 98%] SKIPPED tests/transformation/streamline/test_streamline_cnv.py::test_streamline_cnv[CNV-2-1] 
1742tests/transformation/streamline/test_streamline_cnv.py::test_streamline_cnv[CNV-2-2] 
1743[gw0] [ 98%] FAILED tests/transformation/test_infer_datatypes_lfc.py::test_infer_datatypes_lfc 
1744tests/transformation/streamline/test_streamline_fc.py::test_streamline_fc[TFC-1-1] 
1745[gw0] [ 98%] PASSED tests/transformation/streamline/test_streamline_fc.py::test_streamline_fc[TFC-1-1] 
1746tests/transformation/streamline/test_streamline_fc.py::test_streamline_fc[TFC-1-2] 
1747[gw1] [ 98%] FAILED tests/transformation/streamline/test_streamline_cnv.py::test_streamline_cnv[CNV-2-2] 
1748[gw0] [ 98%] FAILED tests/transformation/streamline/test_streamline_fc.py::test_streamline_fc[TFC-1-2] 
1749tests/transformation/streamline/test_streamline_fc.py::test_streamline_fc[TFC-2-1] 
1750[gw0] [ 98%] SKIPPED tests/transformation/streamline/test_streamline_fc.py::test_streamline_fc[TFC-2-1] 
1751tests/transformation/streamline/test_streamline_fc.py::test_streamline_fc[TFC-2-2] 
1752[gw0] [ 98%] PASSED tests/transformation/streamline/test_streamline_fc.py::test_streamline_fc[TFC-2-2] 
1753tests/transformation/streamline/test_streamline_fc.py::test_streamline_fc[SFC-1-1] 
1754[gw0] [ 99%] PASSED tests/transformation/streamline/test_streamline_fc.py::test_streamline_fc[SFC-1-1] 
1755tests/transformation/streamline/test_streamline_fc.py::test_streamline_fc[SFC-1-2] 
1756[gw0] [ 99%] PASSED tests/transformation/streamline/test_streamline_fc.py::test_streamline_fc[SFC-1-2] 
1757tests/transformation/streamline/test_streamline_fc.py::test_streamline_fc[SFC-2-1] 
1758[gw0] [ 99%] SKIPPED tests/transformation/streamline/test_streamline_fc.py::test_streamline_fc[SFC-2-1] 
1759tests/transformation/streamline/test_streamline_fc.py::test_streamline_fc[SFC-2-2] 
1760[gw0] [ 99%] PASSED tests/transformation/streamline/test_streamline_fc.py::test_streamline_fc[SFC-2-2] 
1761tests/transformation/streamline/test_streamline_fc.py::test_streamline_fc[LFC-1-1] 
1762[gw0] [ 99%] PASSED tests/transformation/streamline/test_streamline_fc.py::test_streamline_fc[LFC-1-1] 
1763tests/transformation/streamline/test_streamline_fc.py::test_streamline_fc[LFC-1-2] 
1764[gw0] [ 99%] PASSED tests/transformation/streamline/test_streamline_fc.py::test_streamline_fc[LFC-1-2] 
1765tests/transformation/streamline/test_streamline_fc.py::test_streamline_fc[LFC-2-1] 
1766[gw0] [ 99%] SKIPPED tests/transformation/streamline/test_streamline_fc.py::test_streamline_fc[LFC-2-1] 
1767tests/transformation/streamline/test_streamline_fc.py::test_streamline_fc[LFC-2-2] 
1768[gw0] [100%] SKIPPED tests/transformation/streamline/test_streamline_fc.py::test_streamline_fc[LFC-2-2] 
1769
1770=================================== FAILURES ===================================
1771________________ test_brevitas_fc_onnx_export_and_exec[TFC-1-2] ________________
1772[gw2] linux -- Python 3.6.8 /opt/conda/bin/python
1773
1774size = 'TFC', wbits = 1, abits = 2
1775
1776    @pytest.mark.parametrize("abits", [1, 2])
1777    # weight bits
1778    @pytest.mark.parametrize("wbits", [1, 2])
1779    # network topology / size
1780    @pytest.mark.parametrize("size", ["TFC", "SFC", "LFC"])
1781    def test_brevitas_fc_onnx_export_and_exec(size, wbits, abits):
1782        if size == "LFC" and wbits == 2 and abits == 2:
1783            pytest.skip("No LFC-w2a2 present at the moment")
1784        if wbits > abits:
1785            pytest.skip("No wbits > abits cases at the moment")
1786        nname = "%s_%dW%dA" % (size, wbits, abits)
1787        finn_onnx = export_onnx_path + "/%s.onnx" % nname
1788>       fc = get_test_model_trained(size, wbits, abits)
1789
1790tests/brevitas/test_brevitas_fc.py:62: 
1791_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
1792src/finn/util/test.py:74: in get_test_model_trained
1793    return get_test_model(netname, wbits, abits, pretrained=True)
1794src/finn/util/test.py:68: in get_test_model
1795    fc = model_def_fxn(pretrained)
1796../brevitas/brevitas_examples/bnn_pynq/models/__init__.py:98: in tfc_1w2a
1797    model, _ = model_with_cfg('tfc_1w2a', pretrained)
1798../brevitas/brevitas_examples/bnn_pynq/models/__init__.py:57: in model_with_cfg
1799    state_dict = hub.load_state_dict_from_url(checkpoint, progress=True, map_location='cpu')
1800/opt/conda/lib/python3.6/site-packages/torch/hub.py:433: in load_state_dict_from_url
1801    _download_url_to_file(url, cached_file, hash_prefix, progress=progress)
1802/opt/conda/lib/python3.6/site-packages/torch/hub.py:349: in _download_url_to_file
1803    u = urlopen(url)
1804/opt/conda/lib/python3.6/urllib/request.py:223: in urlopen
1805    return opener.open(url, data, timeout)
1806/opt/conda/lib/python3.6/urllib/request.py:526: in open
1807    response = self._open(req, data)
1808/opt/conda/lib/python3.6/urllib/request.py:544: in _open
1809    '_open', req)
1810/opt/conda/lib/python3.6/urllib/request.py:504: in _call_chain
1811    result = func(*args)
1812/opt/conda/lib/python3.6/urllib/request.py:1361: in https_open
1813    context=self._context, check_hostname=self._check_hostname)
1814/opt/conda/lib/python3.6/urllib/request.py:1321: in do_open
1815    r = h.getresponse()
1816/opt/conda/lib/python3.6/http/client.py:1331: in getresponse
1817    response.begin()
1818/opt/conda/lib/python3.6/http/client.py:297: in begin
1819    version, status, reason = self._read_status()
1820_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
1821
1822self = <http.client.HTTPResponse object at 0x7f499504f048>
1823
1824    def _read_status(self):
1825        line = str(self.fp.readline(_MAXLINE + 1), "iso-8859-1")
1826        if len(line) > _MAXLINE:
1827            raise LineTooLong("status line")
1828        if self.debuglevel > 0:
1829            print("reply:", repr(line))
1830        if not line:
1831            # Presumably, the server closed the connection before
1832            # sending a valid response.
1833>           raise RemoteDisconnected("Remote end closed connection without"
1834                                     " response")
1835E           http.client.RemoteDisconnected: Remote end closed connection without response
1836
1837/opt/conda/lib/python3.6/http/client.py:266: RemoteDisconnected
1838----------------------------- Captured stderr call -----------------------------
1839Downloading: "https://github.com/Xilinx/brevitas/releases/download/bnn_pynq-r1/tfc_1w2a-70748896.pth" to /home/myroot/.cache/torch/checkpoints/tfc_1w2a-70748896.pth
1840______________________ test_brevitas_cnv_export_exec[1-2] ______________________
1841[gw1] linux -- Python 3.6.8 /opt/conda/bin/python
1842
1843self = <urllib.request.HTTPSHandler object at 0x7fe141d6f550>
1844http_class = <class 'http.client.HTTPSConnection'>
1845req = <urllib.request.Request object at 0x7fe1415bbfd0>
1846http_conn_args = {'check_hostname': None, 'context': None}, host = 'github.com'
1847h = <http.client.HTTPSConnection object at 0x7fe1415510f0>
1848
1849    def do_open(self, http_class, req, **http_conn_args):
1850        """Return an HTTPResponse object for the request, using http_class.
1851    
1852        http_class must implement the HTTPConnection API from http.client.
1853        """
1854        host = req.host
1855        if not host:
1856            raise URLError('no host given')
1857    
1858        # will parse host:port
1859        h = http_class(host, timeout=req.timeout, **http_conn_args)
1860        h.set_debuglevel(self._debuglevel)
1861    
1862        headers = dict(req.unredirected_hdrs)
1863        headers.update(dict((k, v) for k, v in req.headers.items()
1864                            if k not in headers))
1865    
1866        # TODO(jhylton): Should this be redesigned to handle
1867        # persistent connections?
1868    
1869        # We want to make an HTTP/1.1 request, but the addinfourl
1870        # class isn't prepared to deal with a persistent connection.
1871        # It will try to read all remaining data from the socket,
1872        # which will block while the server waits for the next request.
1873        # So make sure the connection gets closed after the (only)
1874        # request.
1875        headers["Connection"] = "close"
1876        headers = dict((name.title(), val) for name, val in headers.items())
1877    
1878        if req._tunnel_host:
1879            tunnel_headers = {}
1880            proxy_auth_hdr = "Proxy-Authorization"
1881            if proxy_auth_hdr in headers:
1882                tunnel_headers[proxy_auth_hdr] = headers[proxy_auth_hdr]
1883                # Proxy-Authorization should not be sent to origin
1884                # server.
1885                del headers[proxy_auth_hdr]
1886            h.set_tunnel(req._tunnel_host, headers=tunnel_headers)
1887    
1888        try:
1889            try:
1890                h.request(req.get_method(), req.selector, req.data, headers,
1891>                         encode_chunked=req.has_header('Transfer-encoding'))
1892
1893/opt/conda/lib/python3.6/urllib/request.py:1318: 
1894_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
1895
1896self = <http.client.HTTPSConnection object at 0x7fe1415510f0>, method = 'GET'
1897url = '/Xilinx/brevitas/releases/download/bnn_pynq-r0/cnv_1w2a-23b6e2e4.pth'
1898body = None
1899headers = {'Connection': 'close', 'Host': 'github.com', 'User-Agent': 'Python-urllib/3.6'}
1900
1901    def request(self, method, url, body=None, headers={}, *,
1902                encode_chunked=False):
1903        """Send a complete request to the server."""
1904>       self._send_request(method, url, body, headers, encode_chunked)
1905
1906/opt/conda/lib/python3.6/http/client.py:1239: 
1907_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
1908
1909self = <http.client.HTTPSConnection object at 0x7fe1415510f0>, method = 'GET'
1910url = '/Xilinx/brevitas/releases/download/bnn_pynq-r0/cnv_1w2a-23b6e2e4.pth'
1911body = None
1912headers = {'Connection': 'close', 'Host': 'github.com', 'User-Agent': 'Python-urllib/3.6'}
1913encode_chunked = False
1914
1915    def _send_request(self, method, url, body, headers, encode_chunked):
1916        # Honor explicitly requested Host: and Accept-Encoding: headers.
1917        header_names = frozenset(k.lower() for k in headers)
1918        skips = {}
1919        if 'host' in header_names:
1920            skips['skip_host'] = 1
1921        if 'accept-encoding' in header_names:
1922            skips['skip_accept_encoding'] = 1
1923    
1924        self.putrequest(method, url, **skips)
1925    
1926        # chunked encoding will happen if HTTP/1.1 is used and either
1927        # the caller passes encode_chunked=True or the following
1928        # conditions hold:
1929        # 1. content-length has not been explicitly set
1930        # 2. the body is a file or iterable, but not a str or bytes-like
1931        # 3. Transfer-Encoding has NOT been explicitly set by the caller
1932    
1933        if 'content-length' not in header_names:
1934            # only chunk body if not explicitly set for backwards
1935            # compatibility, assuming the client code is already handling the
1936            # chunking
1937            if 'transfer-encoding' not in header_names:
1938                # if content-length cannot be automatically determined, fall
1939                # back to chunked encoding
1940                encode_chunked = False
1941                content_length = self._get_content_length(body, method)
1942                if content_length is None:
1943                    if body is not None:
1944                        if self.debuglevel > 0:
1945                            print('Unable to determine size of %r' % body)
1946                        encode_chunked = True
1947                        self.putheader('Transfer-Encoding', 'chunked')
1948                else:
1949                    self.putheader('Content-Length', str(content_length))
1950        else:
1951            encode_chunked = False
1952    
1953        for hdr, value in headers.items():
1954            self.putheader(hdr, value)
1955        if isinstance(body, str):
1956            # RFC 2616 Section 3.7.1 says that text default has a
1957            # default charset of iso-8859-1.
1958            body = _encode(body, 'body')
1959>       self.endheaders(body, encode_chunked=encode_chunked)
1960
1961/opt/conda/lib/python3.6/http/client.py:1285: 
1962_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
1963
1964self = <http.client.HTTPSConnection object at 0x7fe1415510f0>
1965message_body = None
1966
1967    def endheaders(self, message_body=None, *, encode_chunked=False):
1968        """Indicate that the last header line has been sent to the server.
1969    
1970        This method sends the request to the server.  The optional message_body
1971        argument can be used to pass a message body associated with the
1972        request.
1973        """
1974        if self.__state == _CS_REQ_STARTED:
1975            self.__state = _CS_REQ_SENT
1976        else:
1977            raise CannotSendHeader()
1978>       self._send_output(message_body, encode_chunked=encode_chunked)
1979
1980/opt/conda/lib/python3.6/http/client.py:1234: 
1981_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
1982
1983self = <http.client.HTTPSConnection object at 0x7fe1415510f0>
1984message_body = None, encode_chunked = False
1985
1986    def _send_output(self, message_body=None, encode_chunked=False):
1987        """Send the currently buffered request and clear the buffer.
1988    
1989        Appends an extra \\r\\n to the buffer.
1990        A message_body may be specified, to be appended to the request.
1991        """
1992        self._buffer.extend((b"", b""))
1993        msg = b"\r\n".join(self._buffer)
1994        del self._buffer[:]
1995>       self.send(msg)
1996
1997/opt/conda/lib/python3.6/http/client.py:1026: 
1998_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
1999
2000self = <http.client.HTTPSConnection object at 0x7fe1415510f0>
2001data = b'GET /Xilinx/brevitas/releases/download/bnn_pynq-r0/cnv_1w2a-23b6e2e4.pth HTTP/1.1\r\nAccept-Encoding: identity\r\nHost: github.com\r\nUser-Agent: Python-urllib/3.6\r\nConnection: close\r\n\r\n'
2002
2003    def send(self, data):
2004        """Send `data' to the server.
2005        ``data`` can be a string object, a bytes object, an array object, a
2006        file-like object that supports a .read() method, or an iterable object.
2007        """
2008    
2009        if self.sock is None:
2010            if self.auto_open:
2011>               self.connect()
2012
2013/opt/conda/lib/python3.6/http/client.py:964: 
2014_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
2015
2016self = <http.client.HTTPSConnection object at 0x7fe1415510f0>
2017
2018    def connect(self):
2019        "Connect to a host on a given (SSL) port."
2020    
2021>       super().connect()
2022
2023/opt/conda/lib/python3.6/http/client.py:1392: 
2024_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
2025
2026self = <http.client.HTTPSConnection object at 0x7fe1415510f0>
2027
2028    def connect(self):
2029        """Connect to the host and port specified in __init__."""
2030        self.sock = self._create_connection(
2031>           (self.host,self.port), self.timeout, self.source_address)
2032
2033/opt/conda/lib/python3.6/http/client.py:936: 
2034_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
2035
2036address = ('github.com', 443), timeout = <object object at 0x7fe1ce52f680>
2037source_address = None
2038
2039    def create_connection(address, timeout=_GLOBAL_DEFAULT_TIMEOUT,
2040                          source_address=None):
2041        """Connect to *address* and return the socket object.
2042    
2043        Convenience function.  Connect to *address* (a 2-tuple ``(host,
2044        port)``) and return the socket object.  Passing the optional
2045        *timeout* parameter will set the timeout on the socket instance
2046        before attempting to connect.  If no *timeout* is supplied, the
2047        global default timeout setting returned by :func:`getdefaulttimeout`
2048        is used.  If *source_address* is set it must be a tuple of (host, port)
2049        for the socket to bind as a source address before making the connection.
2050        A host of '' or port 0 tells the OS to use the default.
2051        """
2052    
2053        host, port = address
2054        err = None
2055        for res in getaddrinfo(host, port, 0, SOCK_STREAM):
2056            af, socktype, proto, canonname, sa = res
2057            sock = None
2058            try:
2059                sock = socket(af, socktype, proto)
2060                if timeout is not _GLOBAL_DEFAULT_TIMEOUT:
2061                    sock.settimeout(timeout)
2062                if source_address:
2063                    sock.bind(source_address)
2064                sock.connect(sa)
2065                # Break explicitly a reference cycle
2066                err = None
2067                return sock
2068    
2069            except error as _:
2070                err = _
2071                if sock is not None:
2072                    sock.close()
2073    
2074        if err is not None:
2075>           raise err
2076
2077/opt/conda/lib/python3.6/socket.py:724: 
2078_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
2079
2080address = ('github.com', 443), timeout = <object object at 0x7fe1ce52f680>
2081source_address = None
2082
2083    def create_connection(address, timeout=_GLOBAL_DEFAULT_TIMEOUT,
2084                          source_address=None):
2085        """Connect to *address* and return the socket object.
2086    
2087        Convenience function.  Connect to *address* (a 2-tuple ``(host,
2088        port)``) and return the socket object.  Passing the optional
2089        *timeout* parameter will set the timeout on the socket instance
2090        before attempting to connect.  If no *timeout* is supplied, the
2091        global default timeout setting returned by :func:`getdefaulttimeout`
2092        is used.  If *source_address* is set it must be a tuple of (host, port)
2093        for the socket to bind as a source address before making the connection.
2094        A host of '' or port 0 tells the OS to use the default.
2095        """
2096    
2097        host, port = address
2098        err = None
2099        for res in getaddrinfo(host, port, 0, SOCK_STREAM):
2100            af, socktype, proto, canonname, sa = res
2101            sock = None
2102            try:
2103                sock = socket(af, socktype, proto)
2104                if timeout is not _GLOBAL_DEFAULT_TIMEOUT:
2105                    sock.settimeout(timeout)
2106                if source_address:
2107                    sock.bind(source_address)
2108>               sock.connect(sa)
2109E               TimeoutError: [Errno 110] Connection timed out
2110
2111/opt/conda/lib/python3.6/socket.py:713: TimeoutError
2112
2113During handling of the above exception, another exception occurred:
2114
2115wbits = 1, abits = 2
2116
2117    @pytest.mark.parametrize("abits", [1, 2])
2118    @pytest.mark.parametrize("wbits", [1, 2])
2119    def test_brevitas_cnv_export_exec(wbits, abits):
2120        if wbits > abits:
2121            pytest.skip("No wbits > abits cases at the moment")
2122>       cnv = get_test_model_trained("CNV", wbits, abits)
2123
2124tests/brevitas/test_brevitas_cnv.py:52: 
2125_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
2126src/finn/util/test.py:74: in get_test_model_trained
2127    return get_test_model(netname, wbits, abits, pretrained=True)
2128src/finn/util/test.py:68: in get_test_model
2129    fc = model_def_fxn(pretrained)
2130../brevitas/brevitas_examples/bnn_pynq/models/__init__.py:68: in cnv_1w2a
2131    model, _ = model_with_cfg('cnv_1w2a', pretrained)
2132../brevitas/brevitas_examples/bnn_pynq/models/__init__.py:57: in model_with_cfg
2133    state_dict = hub.load_state_dict_from_url(checkpoint, progress=True, map_location='cpu')
2134/opt/conda/lib/python3.6/site-packages/torch/hub.py:433: in load_state_dict_from_url
2135    _download_url_to_file(url, cached_file, hash_prefix, progress=progress)
2136/opt/conda/lib/python3.6/site-packages/torch/hub.py:349: in _download_url_to_file
2137    u = urlopen(url)
2138/opt/conda/lib/python3.6/urllib/request.py:223: in urlopen
2139    return opener.open(url, data, timeout)
2140/opt/conda/lib/python3.6/urllib/request.py:526: in open
2141    response = self._open(req, data)
2142/opt/conda/lib/python3.6/urllib/request.py:544: in _open
2143    '_open', req)
2144/opt/conda/lib/python3.6/urllib/request.py:504: in _call_chain
2145    result = func(*args)
2146/opt/conda/lib/python3.6/urllib/request.py:1361: in https_open
2147    context=self._context, check_hostname=self._check_hostname)
2148_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
2149
2150self = <urllib.request.HTTPSHandler object at 0x7fe141d6f550>
2151http_class = <class 'http.client.HTTPSConnection'>
2152req = <urllib.request.Request object at 0x7fe1415bbfd0>
2153http_conn_args = {'check_hostname': None, 'context': None}, host = 'github.com'
2154h = <http.client.HTTPSConnection object at 0x7fe1415510f0>
2155
2156    def do_open(self, http_class, req, **http_conn_args):
2157        """Return an HTTPResponse object for the request, using http_class.
2158    
2159        http_class must implement the HTTPConnection API from http.client.
2160        """
2161        host = req.host
2162        if not host:
2163            raise URLError('no host given')
2164    
2165        # will parse host:port
2166        h = http_class(host, timeout=req.timeout, **http_conn_args)
2167        h.set_debuglevel(self._debuglevel)
2168    
2169        headers = dict(req.unredirected_hdrs)
2170        headers.update(dict((k, v) for k, v in req.headers.items()
2171                            if k not in headers))
2172    
2173        # TODO(jhylton): Should this be redesigned to handle
2174        # persistent connections?
2175    
2176        # We want to make an HTTP/1.1 request, but the addinfourl
2177        # class isn't prepared to deal with a persistent connection.
2178        # It will try to read all remaining data from the socket,
2179        # which will block while the server waits for the next request.
2180        # So make sure the connection gets closed after the (only)
2181        # request.
2182        headers["Connection"] = "close"
2183        headers = dict((name.title(), val) for name, val in headers.items())
2184    
2185        if req._tunnel_host:
2186            tunnel_headers = {}
2187            proxy_auth_hdr = "Proxy-Authorization"
2188            if proxy_auth_hdr in headers:
2189                tunnel_headers[proxy_auth_hdr] = headers[proxy_auth_hdr]
2190                # Proxy-Authorization should not be sent to origin
2191                # server.
2192                del headers[proxy_auth_hdr]
2193            h.set_tunnel(req._tunnel_host, headers=tunnel_headers)
2194    
2195        try:
2196            try:
2197                h.request(req.get_method(), req.selector, req.data, headers,
2198                          encode_chunked=req.has_header('Transfer-encoding'))
2199            except OSError as err: # timeout error
2200>               raise URLError(err)
2201E               urllib.error.URLError: <urlopen error [Errno 110] Connection timed out>
2202
2203/opt/conda/lib/python3.6/urllib/request.py:1320: URLError
2204----------------------------- Captured stderr call -----------------------------
2205Downloading: "https://github.com/Xilinx/brevitas/releases/download/bnn_pynq-r0/cnv_1w2a-23b6e2e4.pth" to /home/myroot/.cache/torch/checkpoints/cnv_1w2a-23b6e2e4.pth
2206_______________________ TestEnd2End.test_export[tfc-2-1] _______________________
2207[gw3] linux -- Python 3.6.8 /opt/conda/bin/python
2208
2209self = <urllib.request.HTTPSHandler object at 0x7f2694f09a90>
2210http_class = <class 'http.client.HTTPSConnection'>
2211req = <urllib.request.Request object at 0x7f2694fe0ef0>
2212http_conn_args = {'check_hostname': None, 'context': None}, host = 'github.com'
2213h = <http.client.HTTPSConnection object at 0x7f2694fc7400>
2214
2215    def do_open(self, http_class, req, **http_conn_args):
2216        """Return an HTTPResponse object for the request, using http_class.
2217    
2218        http_class must implement the HTTPConnection API from http.client.
2219        """
2220        host = req.host
2221        if not host:
2222            raise URLError('no host given')
2223    
2224        # will parse host:port
2225        h = http_class(host, timeout=req.timeout, **http_conn_args)
2226        h.set_debuglevel(self._debuglevel)
2227    
2228        headers = dict(req.unredirected_hdrs)
2229        headers.update(dict((k, v) for k, v in req.headers.items()
2230                            if k not in headers))
2231    
2232        # TODO(jhylton): Should this be redesigned to handle
2233        # persistent connections?
2234    
2235        # We want to make an HTTP/1.1 request, but the addinfourl
2236        # class isn't prepared to deal with a persistent connection.
2237        # It will try to read all remaining data from the socket,
2238        # which will block while the server waits for the next request.
2239        # So make sure the connection gets closed after the (only)
2240        # request.
2241        headers["Connection"] = "close"
2242        headers = dict((name.title(), val) for name, val in headers.items())
2243    
2244        if req._tunnel_host:
2245            tunnel_headers = {}
2246            proxy_auth_hdr = "Proxy-Authorization"
2247            if proxy_auth_hdr in headers:
2248                tunnel_headers[proxy_auth_hdr] = headers[proxy_auth_hdr]
2249                # Proxy-Authorization should not be sent to origin
2250                # server.
2251                del headers[proxy_auth_hdr]
2252            h.set_tunnel(req._tunnel_host, headers=tunnel_headers)
2253    
2254        try:
2255            try:
2256                h.request(req.get_method(), req.selector, req.data, headers,
2257>                         encode_chunked=req.has_header('Transfer-encoding'))
2258
2259/opt/conda/lib/python3.6/urllib/request.py:1318: 
2260_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
2261
2262self = <http.client.HTTPSConnection object at 0x7f2694fc7400>, method = 'GET'
2263url = '/Xilinx/brevitas/releases/download/bnn_pynq-r1/tfc_1w2a-70748896.pth'
2264body = None
2265headers = {'Connection': 'close', 'Host': 'github.com', 'User-Agent': 'Python-urllib/3.6'}
2266
2267    def request(self, method, url, body=None, headers={}, *,
2268                encode_chunked=False):
2269        """Send a complete request to the server."""
2270>       self._send_request(method, url, body, headers, encode_chunked)
2271
2272/opt/conda/lib/python3.6/http/client.py:1239: 
2273_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
2274
2275self = <http.client.HTTPSConnection object at 0x7f2694fc7400>, method = 'GET'
2276url = '/Xilinx/brevitas/releases/download/bnn_pynq-r1/tfc_1w2a-70748896.pth'
2277body = None
2278headers = {'Connection': 'close', 'Host': 'github.com', 'User-Agent': 'Python-urllib/3.6'}
2279encode_chunked = False
2280
2281    def _send_request(self, method, url, body, headers, encode_chunked):
2282        # Honor explicitly requested Host: and Accept-Encoding: headers.
2283        header_names = frozenset(k.lower() for k in headers)
2284        skips = {}
2285        if 'host' in header_names:
2286            skips['skip_host'] = 1
2287        if 'accept-encoding' in header_names:
2288            skips['skip_accept_encoding'] = 1
2289    
2290        self.putrequest(method, url, **skips)
2291    
2292        # chunked encoding will happen if HTTP/1.1 is used and either
2293        # the caller passes encode_chunked=True or the following
2294        # conditions hold:
2295        # 1. content-length has not been explicitly set
2296        # 2. the body is a file or iterable, but not a str or bytes-like
2297        # 3. Transfer-Encoding has NOT been explicitly set by the caller
2298    
2299        if 'content-length' not in header_names:
2300            # only chunk body if not explicitly set for backwards
2301            # compatibility, assuming the client code is already handling the
2302            # chunking
2303            if 'transfer-encoding' not in header_names:
2304                # if content-length cannot be automatically determined, fall
2305                # back to chunked encoding
2306                encode_chunked = False
2307                content_length = self._get_content_length(body, method)
2308                if content_length is None:
2309                    if body is not None:
2310                        if self.debuglevel > 0:
2311                            print('Unable to determine size of %r' % body)
2312                        encode_chunked = True
2313                        self.putheader('Transfer-Encoding', 'chunked')
2314                else:
2315                    self.putheader('Content-Length', str(content_length))
2316        else:
2317            encode_chunked = False
2318    
2319        for hdr, value in headers.items():
2320            self.putheader(hdr, value)
2321        if isinstance(body, str):
2322            # RFC 2616 Section 3.7.1 says that text default has a
2323            # default charset of iso-8859-1.
2324            body = _encode(body, 'body')
2325>       self.endheaders(body, encode_chunked=encode_chunked)
2326
2327/opt/conda/lib/python3.6/http/client.py:1285: 
2328_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
2329
2330self = <http.client.HTTPSConnection object at 0x7f2694fc7400>
2331message_body = None
2332
2333    def endheaders(self, message_body=None, *, encode_chunked=False):
2334        """Indicate that the last header line has been sent to the server.
2335    
2336        This method sends the request to the server.  The optional message_body
2337        argument can be used to pass a message body associated with the
2338        request.
2339        """
2340        if self.__state == _CS_REQ_STARTED:
2341            self.__state = _CS_REQ_SENT
2342        else:
2343            raise CannotSendHeader()
2344>       self._send_output(message_body, encode_chunked=encode_chunked)
2345
2346/opt/conda/lib/python3.6/http/client.py:1234: 
2347_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
2348
2349self = <http.client.HTTPSConnection object at 0x7f2694fc7400>
2350message_body = None, encode_chunked = False
2351
2352    def _send_output(self, message_body=None, encode_chunked=False):
2353        """Send the currently buffered request and clear the buffer.
2354    
2355        Appends an extra \\r\\n to the buffer.
2356        A message_body may be specified, to be appended to the request.
2357        """
2358        self._buffer.extend((b"", b""))
2359        msg = b"\r\n".join(self._buffer)
2360        del self._buffer[:]
2361>       self.send(msg)
2362
2363/opt/conda/lib/python3.6/http/client.py:1026: 
2364_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
2365
2366self = <http.client.HTTPSConnection object at 0x7f2694fc7400>
2367data = b'GET /Xilinx/brevitas/releases/download/bnn_pynq-r1/tfc_1w2a-70748896.pth HTTP/1.1\r\nAccept-Encoding: identity\r\nHost: github.com\r\nUser-Agent: Python-urllib/3.6\r\nConnection: close\r\n\r\n'
2368
2369    def send(self, data):
2370        """Send `data' to the server.
2371        ``data`` can be a string object, a bytes object, an array object, a
2372        file-like object that supports a .read() method, or an iterable object.
2373        """
2374    
2375        if self.sock is None:
2376            if self.auto_open:
2377>               self.connect()
2378
2379/opt/conda/lib/python3.6/http/client.py:964: 
2380_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
2381
2382self = <http.client.HTTPSConnection object at 0x7f2694fc7400>
2383
2384    def connect(self):
2385        "Connect to a host on a given (SSL) port."
2386    
2387>       super().connect()
2388
2389/opt/conda/lib/python3.6/http/client.py:1392: 
2390_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
2391
2392self = <http.client.HTTPSConnection object at 0x7f2694fc7400>
2393
2394    def connect(self):
2395        """Connect to the host and port specified in __init__."""
2396        self.sock = self._create_connection(
2397>           (self.host,self.port), self.timeout, self.source_address)
2398
2399/opt/conda/lib/python3.6/http/client.py:936: 
2400_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
2401
2402address = ('github.com', 443), timeout = <object object at 0x7f2725d06680>
2403source_address = None
2404
2405    def create_connection(address, timeout=_GLOBAL_DEFAULT_TIMEOUT,
2406                          source_address=None):
2407        """Connect to *address* and return the socket object.
2408    
2409        Convenience function.  Connect to *address* (a 2-tuple ``(host,
2410        port)``) and return the socket object.  Passing the optional
2411        *timeout* parameter will set the timeout on the socket instance
2412        before attempting to connect.  If no *timeout* is supplied, the
2413        global default timeout setting returned by :func:`getdefaulttimeout`
2414        is used.  If *source_address* is set it must be a tuple of (host, port)
2415        for the socket to bind as a source address before making the connection.
2416        A host of '' or port 0 tells the OS to use the default.
2417        """
2418    
2419        host, port = address
2420        err = None
2421        for res in getaddrinfo(host, port, 0, SOCK_STREAM):
2422            af, socktype, proto, canonname, sa = res
2423            sock = None
2424            try:
2425                sock = socket(af, socktype, proto)
2426                if timeout is not _GLOBAL_DEFAULT_TIMEOUT:
2427                    sock.settimeout(timeout)
2428                if source_address:
2429                    sock.bind(source_address)
2430                sock.connect(sa)
2431                # Break explicitly a reference cycle
2432                err = None
2433                return sock
2434    
2435            except error as _:
2436                err = _
2437                if sock is not None:
2438                    sock.close()
2439    
2440        if err is not None:
2441>           raise err
2442
2443/opt/conda/lib/python3.6/socket.py:724: 
2444_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
2445
2446address = ('github.com', 443), timeout = <object object at 0x7f2725d06680>
2447source_address = None
2448
2449    def create_connection(address, timeout=_GLOBAL_DEFAULT_TIMEOUT,
2450                          source_address=None):
2451        """Connect to *address* and return the socket object.
2452    
2453        Convenience function.  Connect to *address* (a 2-tuple ``(host,
2454        port)``) and return the socket object.  Passing the optional
2455        *timeout* parameter will set the timeout on the socket instance
2456        before attempting to connect.  If no *timeout* is supplied, the
2457        global default timeout setting returned by :func:`getdefaulttimeout`
2458        is used.  If *source_address* is set it must be a tuple of (host, port)
2459        for the socket to bind as a source address before making the connection.
2460        A host of '' or port 0 tells the OS to use the default.
2461        """
2462    
2463        host, port = address
2464        err = None
2465        for res in getaddrinfo(host, port, 0, SOCK_STREAM):
2466            af, socktype, proto, canonname, sa = res
2467            sock = None
2468            try:
2469                sock = socket(af, socktype, proto)
2470                if timeout is not _GLOBAL_DEFAULT_TIMEOUT:
2471                    sock.settimeout(timeout)
2472                if source_address:
2473                    sock.bind(source_address)
2474>               sock.connect(sa)
2475E               TimeoutError: [Errno 110] Connection timed out
2476
2477/opt/conda/lib/python3.6/socket.py:713: TimeoutError
2478
2479During handling of the above exception, another exception occurred:
2480
2481self = <test_end2end_bnn_pynq.TestEnd2End object at 0x7f2694f11780>
2482topology = 'tfc', wbits = 1, abits = 2
2483
2484    def test_export(self, topology, wbits, abits):
2485        if wbits > abits:
2486            pytest.skip("No wbits > abits end2end network configs for now")
2487>       (model, ishape) = get_trained_network_and_ishape(topology, wbits, abits)
2488
2489tests/end2end/test_end2end_bnn_pynq.py:292: 
2490_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
2491src/finn/util/test.py:165: in get_trained_network_and_ishape
2492    model = get_test_model_trained(topology.upper(), wbits, abits)
2493src/finn/util/test.py:74: in get_test_model_trained
2494    return get_test_model(netname, wbits, abits, pretrained=True)
2495src/finn/util/test.py:68: in get_test_model
2496    fc = model_def_fxn(pretrained)
2497../brevitas/brevitas_examples/bnn_pynq/models/__init__.py:98: in tfc_1w2a
2498    model, _ = model_with_cfg('tfc_1w2a', pretrained)
2499../brevitas/brevitas_examples/bnn_pynq/models/__init__.py:57: in model_with_cfg
2500    state_dict = hub.load_state_dict_from_url(checkpoint, progress=True, map_location='cpu')
2501/opt/conda/lib/python3.6/site-packages/torch/hub.py:433: in load_state_dict_from_url
2502    _download_url_to_file(url, cached_file, hash_prefix, progress=progress)
2503/opt/conda/lib/python3.6/site-packages/torch/hub.py:349: in _download_url_to_file
2504    u = urlopen(url)
2505/opt/conda/lib/python3.6/urllib/request.py:223: in urlopen
2506    return opener.open(url, data, timeout)
2507/opt/conda/lib/python3.6/urllib/request.py:526: in open
2508    response = self._open(req, data)
2509/opt/conda/lib/python3.6/urllib/request.py:544: in _open
2510    '_open', req)
2511/opt/conda/lib/python3.6/urllib/request.py:504: in _call_chain
2512    result = func(*args)
2513/opt/conda/lib/python3.6/urllib/request.py:1361: in https_open
2514    context=self._context, check_hostname=self._check_hostname)
2515_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
2516
2517self = <urllib.request.HTTPSHandler object at 0x7f2694f09a90>
2518http_class = <class 'http.client.HTTPSConnection'>
2519req = <urllib.request.Request object at 0x7f2694fe0ef0>
2520http_conn_args = {'check_hostname': None, 'context': None}, host = 'github.com'
2521h = <http.client.HTTPSConnection object at 0x7f2694fc7400>
2522
2523    def do_open(self, http_class, req, **http_conn_args):
2524        """Return an HTTPResponse object for the request, using http_class.
2525    
2526        http_class must implement the HTTPConnection API from http.client.
2527        """
2528        host = req.host
2529        if not host:
2530            raise URLError('no host given')
2531    
2532        # will parse host:port
2533        h = http_class(host, timeout=req.timeout, **http_conn_args)
2534        h.set_debuglevel(self._debuglevel)
2535    
2536        headers = dict(req.unredirected_hdrs)
2537        headers.update(dict((k, v) for k, v in req.headers.items()
2538                            if k not in headers))
2539    
2540        # TODO(jhylton): Should this be redesigned to handle
2541        # persistent connections?
2542    
2543        # We want to make an HTTP/1.1 request, but the addinfourl
2544        # class isn't prepared to deal with a persistent connection.
2545        # It will try to read all remaining data from the socket,
2546        # which will block while the server waits for the next request.
2547        # So make sure the connection gets closed after the (only)
2548        # request.
2549        headers["Connection"] = "close"
2550        headers = dict((name.title(), val) for name, val in headers.items())
2551    
2552        if req._tunnel_host:
2553            tunnel_headers = {}
2554            proxy_auth_hdr = "Proxy-Authorization"
2555            if proxy_auth_hdr in headers:
2556                tunnel_headers[proxy_auth_hdr] = headers[proxy_auth_hdr]
2557                # Proxy-Authorization should not be sent to origin
2558                # server.
2559                del headers[proxy_auth_hdr]
2560            h.set_tunnel(req._tunnel_host, headers=tunnel_headers)
2561    
2562        try:
2563            try:
2564                h.request(req.get_method(), req.selector, req.data, headers,
2565                          encode_chunked=req.has_header('Transfer-encoding'))
2566            except OSError as err: # timeout error
2567>               raise URLError(err)
2568E               urllib.error.URLError: <urlopen error [Errno 110] Connection timed out>
2569
2570/opt/conda/lib/python3.6/urllib/request.py:1320: URLError
2571----------------------------- Captured stderr call -----------------------------
2572Downloading: "https://github.com/Xilinx/brevitas/releases/download/bnn_pynq-r1/tfc_1w2a-70748896.pth" to /home/myroot/.cache/torch/checkpoints/tfc_1w2a-70748896.pth
2573_______________________ test_end2end_mobilenet_lowering ________________________
2574[gw0] linux -- Python 3.6.8 /opt/conda/bin/python
2575
2576    def test_end2end_mobilenet_lowering():
2577        model = load_test_checkpoint_or_skip(
2578            build_dir + "/end2end_mobilenet_streamlined.onnx"
2579        )
2580        model = model.transform(LowerConvsToMatMul())
2581>       model = model.transform(absorb.AbsorbTransposeIntoMultiThreshold())
2582
2583tests/end2end/test_end2end_mobilenet_v1.py:207: 
2584_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
2585../finn-base/src/finn/core/modelwrapper.py:140: in transform
2586    transformed_model
2587src/finn/transformation/streamline/absorb.py:323: in apply
2588    mt_cand = model.find_consumer(n.output[0])
2589../finn-base/src/finn/core/modelwrapper.py:342: in find_consumer
2590    all_inputs = [x.input[0] for x in self._model_proto.graph.node]
2591_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
2592
2593.0 = <iterator object at 0x7f03bf3e7b00>
2594
2595>   all_inputs = [x.input[0] for x in self._model_proto.graph.node]
2596E   IndexError: list index (0) out of range
2597
2598../finn-base/src/finn/core/modelwrapper.py:342: IndexError
2599________________ test_brevitas_fc_onnx_export_and_exec[SFC-1-2] ________________
2600[gw2] linux -- Python 3.6.8 /opt/conda/bin/python
2601
2602size = 'SFC', wbits = 1, abits = 2
2603
2604    @pytest.mark.parametrize("abits", [1, 2])
2605    # weight bits
2606    @pytest.mark.parametrize("wbits", [1, 2])
2607    # network topology / size
2608    @pytest.mark.parametrize("size", ["TFC", "SFC", "LFC"])
2609    def test_brevitas_fc_onnx_export_and_exec(size, wbits, abits):
2610        if size == "LFC" and wbits == 2 and abits == 2:
2611            pytest.skip("No LFC-w2a2 present at the moment")
2612        if wbits > abits:
2613            pytest.skip("No wbits > abits cases at the moment")
2614        nname = "%s_%dW%dA" % (size, wbits, abits)
2615        finn_onnx = export_onnx_path + "/%s.onnx" % nname
2616>       fc = get_test_model_trained(size, wbits, abits)
2617
2618tests/brevitas/test_brevitas_fc.py:62: 
2619_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
2620src/finn/util/test.py:74: in get_test_model_trained
2621    return get_test_model(netname, wbits, abits, pretrained=True)
2622src/finn/util/test.py:68: in get_test_model
2623    fc = model_def_fxn(pretrained)
2624../brevitas/brevitas_examples/bnn_pynq/models/__init__.py:83: in sfc_1w2a
2625    model, _ = model_with_cfg('sfc_1w2a', pretrained)
2626../brevitas/brevitas_examples/bnn_pynq/models/__init__.py:57: in model_with_cfg
2627    state_dict = hub.load_state_dict_from_url(checkpoint, progress=True, map_location='cpu')
2628/opt/conda/lib/python3.6/site-packages/torch/hub.py:433: in load_state_dict_from_url
2629    _download_url_to_file(url, cached_file, hash_prefix, progress=progress)
2630/opt/conda/lib/python3.6/site-packages/torch/hub.py:349: in _download_url_to_file
2631    u = urlopen(url)
2632/opt/conda/lib/python3.6/urllib/request.py:223: in urlopen
2633    return opener.open(url, data, timeout)
2634/opt/conda/lib/python3.6/urllib/request.py:526: in open
2635    response = self._open(req, data)
2636/opt/conda/lib/python3.6/urllib/request.py:544: in _open
2637    '_open', req)
2638/opt/conda/lib/python3.6/urllib/request.py:504: in _call_chain
2639    result = func(*args)
2640/opt/conda/lib/python3.6/urllib/request.py:1361: in https_open
2641    context=self._context, check_hostname=self._check_hostname)
2642/opt/conda/lib/python3.6/urllib/request.py:1321: in do_open
2643    r = h.getresponse()
2644/opt/conda/lib/python3.6/http/client.py:1331: in getresponse
2645    response.begin()
2646/opt/conda/lib/python3.6/http/client.py:297: in begin
2647    version, status, reason = self._read_status()
2648_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
2649
2650self = <http.client.HTTPResponse object at 0x7f498fef9908>
2651
2652    def _read_status(self):
2653        line = str(self.fp.readline(_MAXLINE + 1), "iso-8859-1")
2654        if len(line) > _MAXLINE:
2655            raise LineTooLong("status line")
2656        if self.debuglevel > 0:
2657            print("reply:", repr(line))
2658        if not line:
2659            # Presumably, the server closed the connection before
2660            # sending a valid response.
2661>           raise RemoteDisconnected("Remote end closed connection without"
2662                                     " response")
2663E           http.client.RemoteDisconnected: Remote end closed connection without response
2664
2665/opt/conda/lib/python3.6/http/client.py:266: RemoteDisconnected
2666----------------------------- Captured stderr call -----------------------------
2667Downloading: "https://github.com/Xilinx/brevitas/releases/download/bnn_pynq-r1/sfc_1w2a-52aacbed.pth" to /home/myroot/.cache/torch/checkpoints/sfc_1w2a-52aacbed.pth
2668______________________ test_brevitas_cnv_export_exec[2-2] ______________________
2669[gw1] linux -- Python 3.6.8 /opt/conda/bin/python
2670
2671self = <urllib.request.HTTPSHandler object at 0x7fe141d6f550>
2672http_class = <class 'http.client.HTTPSConnection'>
2673req = <urllib.request.Request object at 0x7fe141147a20>
2674http_conn_args = {'check_hostname': None, 'context': None}, host = 'github.com'
2675h = <http.client.HTTPSConnection object at 0x7fe141147ac8>
2676
2677    def do_open(self, http_class, req, **http_conn_args):
2678        """Return an HTTPResponse object for the request, using http_class.
2679    
2680        http_class must implement the HTTPConnection API from http.client.
2681        """
2682        host = req.host
2683        if not host:
2684            raise URLError('no host given')
2685    
2686        # will parse host:port
2687        h = http_class(host, timeout=req.timeout, **http_conn_args)
2688        h.set_debuglevel(self._debuglevel)
2689    
2690        headers = dict(req.unredirected_hdrs)
2691        headers.update(dict((k, v) for k, v in req.headers.items()
2692                            if k not in headers))
2693    
2694        # TODO(jhylton): Should this be redesigned to handle
2695        # persistent connections?
2696    
2697        # We want to make an HTTP/1.1 request, but the addinfourl
2698        # class isn't prepared to deal with a persistent connection.
2699        # It will try to read all remaining data from the socket,
2700        # which will block while the server waits for the next request.
2701        # So make sure the connection gets closed after the (only)
2702        # request.
2703        headers["Connection"] = "close"
2704        headers = dict((name.title(), val) for name, val in headers.items())
2705    
2706        if req._tunnel_host:
2707            tunnel_headers = {}
2708            proxy_auth_hdr = "Proxy-Authorization"
2709            if proxy_auth_hdr in headers:
2710                tunnel_headers[proxy_auth_hdr] = headers[proxy_auth_hdr]
2711                # Proxy-Authorization should not be sent to origin
2712                # server.
2713                del headers[proxy_auth_hdr]
2714            h.set_tunnel(req._tunnel_host, headers=tunnel_headers)
2715    
2716        try:
2717            try:
2718                h.request(req.get_method(), req.selector, req.data, headers,
2719>                         encode_chunked=req.has_header('Transfer-encoding'))
2720
2721/opt/conda/lib/python3.6/urllib/request.py:1318: 
2722_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
2723
2724self = <http.client.HTTPSConnection object at 0x7fe141147ac8>, method = 'GET'
2725url = '/Xilinx/brevitas/releases/download/bnn_pynq-r0/cnv_2w2a-0702987f.pth'
2726body = None
2727headers = {'Connection': 'close', 'Host': 'github.com', 'User-Agent': 'Python-urllib/3.6'}
2728
2729    def request(self, method, url, body=None, headers={}, *,
2730                encode_chunked=False):
2731        """Send a complete request to the server."""
2732>       self._send_request(method, url, body, headers, encode_chunked)
2733
2734/opt/conda/lib/python3.6/http/client.py:1239: 
2735_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
2736
2737self = <http.client.HTTPSConnection object at 0x7fe141147ac8>, method = 'GET'
2738url = '/Xilinx/brevitas/releases/download/bnn_pynq-r0/cnv_2w2a-0702987f.pth'
2739body = None
2740headers = {'Connection': 'close', 'Host': 'github.com', 'User-Agent': 'Python-urllib/3.6'}
2741encode_chunked = False
2742
2743    def _send_request(self, method, url, body, headers, encode_chunked):
2744        # Honor explicitly requested Host: and Accept-Encoding: headers.
2745        header_names = frozenset(k.lower() for k in headers)
2746        skips = {}
2747        if 'host' in header_names:
2748            skips['skip_host'] = 1
2749        if 'accept-encoding' in header_names:
2750            skips['skip_accept_encoding'] = 1
2751    
2752        self.putrequest(method, url, **skips)
2753    
2754        # chunked encoding will happen if HTTP/1.1 is used and either
2755        # the caller passes encode_chunked=True or the following
2756        # conditions hold:
2757        # 1. content-length has not been explicitly set
2758        # 2. the body is a file or iterable, but not a str or bytes-like
2759        # 3. Transfer-Encoding has NOT been explicitly set by the caller
2760    
2761        if 'content-length' not in header_names:
2762            # only chunk body if not explicitly set for backwards
2763            # compatibility, assuming the client code is already handling the
2764            # chunking
2765            if 'transfer-encoding' not in header_names:
2766                # if content-length cannot be automatically determined, fall
2767                # back to chunked encoding
2768                encode_chunked = False
2769                content_length = self._get_content_length(body, method)
2770                if content_length is None:
2771                    if body is not None:
2772                        if self.debuglevel > 0:
2773                            print('Unable to determine size of %r' % body)
2774                        encode_chunked = True
2775                        self.putheader('Transfer-Encoding', 'chunked')
2776                else:
2777                    self.putheader('Content-Length', str(content_length))
2778        else:
2779            encode_chunked = False
2780    
2781        for hdr, value in headers.items():
2782            self.putheader(hdr, value)
2783        if isinstance(body, str):
2784            # RFC 2616 Section 3.7.1 says that text default has a
2785            # default charset of iso-8859-1.
2786            body = _encode(body, 'body')
2787>       self.endheaders(body, encode_chunked=encode_chunked)
2788
2789/opt/conda/lib/python3.6/http/client.py:1285: 
2790_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
2791
2792self = <http.client.HTTPSConnection object at 0x7fe141147ac8>
2793message_body = None
2794
2795    def endheaders(self, message_body=None, *, encode_chunked=False):
2796        """Indicate that the last header line has been sent to the server.
2797    
2798        This method sends the request to the server.  The optional message_body
2799        argument can be used to pass a message body associated with the
2800        request.
2801        """
2802        if self.__state == _CS_REQ_STARTED:
2803            self.__state = _CS_REQ_SENT
2804        else:
2805            raise CannotSendHeader()
2806>       self._send_output(message_body, encode_chunked=encode_chunked)
2807
2808/opt/conda/lib/python3.6/http/client.py:1234: 
2809_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
2810
2811self = <http.client.HTTPSConnection object at 0x7fe141147ac8>
2812message_body = None, encode_chunked = False
2813
2814    def _send_output(self, message_body=None, encode_chunked=False):
2815        """Send the currently buffered request and clear the buffer.
2816    
2817        Appends an extra \\r\\n to the buffer.
2818        A message_body may be specified, to be appended to the request.
2819        """
2820        self._buffer.extend((b"", b""))
2821        msg = b"\r\n".join(self._buffer)
2822        del self._buffer[:]
2823>       self.send(msg)
2824
2825/opt/conda/lib/python3.6/http/client.py:1026: 
2826_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
2827
2828self = <http.client.HTTPSConnection object at 0x7fe141147ac8>
2829data = b'GET /Xilinx/brevitas/releases/download/bnn_pynq-r0/cnv_2w2a-0702987f.pth HTTP/1.1\r\nAccept-Encoding: identity\r\nHost: github.com\r\nUser-Agent: Python-urllib/3.6\r\nConnection: close\r\n\r\n'
2830
2831    def send(self, data):
2832        """Send `data' to the server.
2833        ``data`` can be a string object, a bytes object, an array object, a
2834        file-like object that supports a .read() method, or an iterable object.
2835        """
2836    
2837        if self.sock is None:
2838            if self.auto_open:
2839>               self.connect()
2840
2841/opt/conda/lib/python3.6/http/client.py:964: 
2842_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
2843
2844self = <http.client.HTTPSConnection object at 0x7fe141147ac8>
2845
2846    def connect(self):
2847        "Connect to a host on a given (SSL) port."
2848    
2849>       super().connect()
2850
2851/opt/conda/lib/python3.6/http/client.py:1392: 
2852_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
2853
2854self = <http.client.HTTPSConnection object at 0x7fe141147ac8>
2855
2856    def connect(self):
2857        """Connect to the host and port specified in __init__."""
2858        self.sock = self._create_connection(
2859>           (self.host,self.port), self.timeout, self.source_address)
2860
2861/opt/conda/lib/python3.6/http/client.py:936: 
2862_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
2863
2864address = ('github.com', 443), timeout = <object object at 0x7fe1ce52f680>
2865source_address = None
2866
2867    def create_connection(address, timeout=_GLOBAL_DEFAULT_TIMEOUT,
2868                          source_address=None):
2869        """Connect to *address* and return the socket object.
2870    
2871        Convenience function.  Connect to *address* (a 2-tuple ``(host,
2872        port)``) and return the socket object.  Passing the optional
2873        *timeout* parameter will set the timeout on the socket instance
2874        before attempting to connect.  If no *timeout* is supplied, the
2875        global default timeout setting returned by :func:`getdefaulttimeout`
2876        is used.  If *source_address* is set it must be a tuple of (host, port)
2877        for the socket to bind as a source address before making the connection.
2878        A host of '' or port 0 tells the OS to use the default.
2879        """
2880    
2881        host, port = address
2882        err = None
2883        for res in getaddrinfo(host, port, 0, SOCK_STREAM):
2884            af, socktype, proto, canonname, sa = res
2885            sock = None
2886            try:
2887                sock = socket(af, socktype, proto)
2888                if timeout is not _GLOBAL_DEFAULT_TIMEOUT:
2889                    sock.settimeout(timeout)
2890                if source_address:
2891                    sock.bind(source_address)
2892                sock.connect(sa)
2893                # Break explicitly a reference cycle
2894                err = None
2895                return sock
2896    
2897            except error as _:
2898                err = _
2899                if sock is not None:
2900                    sock.close()
2901    
2902        if err is not None:
2903>           raise err
2904
2905/opt/conda/lib/python3.6/socket.py:724: 
2906_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
2907
2908address = ('github.com', 443), timeout = <object object at 0x7fe1ce52f680>
2909source_address = None
2910
2911    def create_connection(address, timeout=_GLOBAL_DEFAULT_TIMEOUT,
2912                          source_address=None):
2913        """Connect to *address* and return the socket object.
2914    
2915        Convenience function.  Connect to *address* (a 2-tuple ``(host,
2916        port)``) and return the socket object.  Passing the optional
2917        *timeout* parameter will set the timeout on the socket instance
2918        before attempting to connect.  If no *timeout* is supplied, the
2919        global default timeout setting returned by :func:`getdefaulttimeout`
2920        is used.  If *source_address* is set it must be a tuple of (host, port)
2921        for the socket to bind as a source address before making the connection.
2922        A host of '' or port 0 tells the OS to use the default.
2923        """
2924    
2925        host, port = address
2926        err = None
2927        for res in getaddrinfo(host, port, 0, SOCK_STREAM):
2928            af, socktype, proto, canonname, sa = res
2929            sock = None
2930            try:
2931                sock = socket(af, socktype, proto)
2932                if timeout is not _GLOBAL_DEFAULT_TIMEOUT:
2933                    sock.settimeout(timeout)
2934                if source_address:
2935                    sock.bind(source_address)
2936>               sock.connect(sa)
2937E               TimeoutError: [Errno 110] Connection timed out
2938
2939/opt/conda/lib/python3.6/socket.py:713: TimeoutError
2940
2941During handling of the above exception, another exception occurred:
2942
2943wbits = 2, abits = 2
2944
2945    @pytest.mark.parametrize("abits", [1, 2])
2946    @pytest.mark.parametrize("wbits", [1, 2])
2947    def test_brevitas_cnv_export_exec(wbits, abits):
2948        if wbits > abits:
2949            pytest.skip("No wbits > abits cases at the moment")
2950>       cnv = get_test_model_trained("CNV", wbits, abits)
2951
2952tests/brevitas/test_brevitas_cnv.py:52: 
2953_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
2954src/finn/util/test.py:74: in get_test_model_trained
2955    return get_test_model(netname, wbits, abits, pretrained=True)
2956src/finn/util/test.py:68: in get_test_model
2957    fc = model_def_fxn(pretrained)
2958../brevitas/brevitas_examples/bnn_pynq/models/__init__.py:73: in cnv_2w2a
2959    model, _ = model_with_cfg('cnv_2w2a', pretrained)
2960../brevitas/brevitas_examples/bnn_pynq/models/__init__.py:57: in model_with_cfg
2961    state_dict = hub.load_state_dict_from_url(checkpoint, progress=True, map_location='cpu')
2962/opt/conda/lib/python3.6/site-packages/torch/hub.py:433: in load_state_dict_from_url
2963    _download_url_to_file(url, cached_file, hash_prefix, progress=progress)
2964/opt/conda/lib/python3.6/site-packages/torch/hub.py:349: in _download_url_to_file
2965    u = urlopen(url)
2966/opt/conda/lib/python3.6/urllib/request.py:223: in urlopen
2967    return opener.open(url, data, timeout)
2968/opt/conda/lib/python3.6/urllib/request.py:526: in open
2969    response = self._open(req, data)
2970/opt/conda/lib/python3.6/urllib/request.py:544: in _open
2971    '_open', req)
2972/opt/conda/lib/python3.6/urllib/request.py:504: in _call_chain
2973    result = func(*args)
2974/opt/conda/lib/python3.6/urllib/request.py:1361: in https_open
2975    context=self._context, check_hostname=self._check_hostname)
2976_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
2977
2978self = <urllib.request.HTTPSHandler object at 0x7fe141d6f550>
2979http_class = <class 'http.client.HTTPSConnection'>
2980req = <urllib.request.Request object at 0x7fe141147a20>
2981http_conn_args = {'check_hostname': None, 'context': None}, host = 'github.com'
2982h = <http.client.HTTPSConnection object at 0x7fe141147ac8>
2983
2984    def do_open(self, http_class, req, **http_conn_args):
2985        """Return an HTTPResponse object for the request, using http_class.
2986    
2987        http_class must implement the HTTPConnection API from http.client.
2988        """
2989        host = req.host
2990        if not host:
2991            raise URLError('no host given')
2992    
2993        # will parse host:port
2994        h = http_class(host, timeout=req.timeout, **http_conn_args)
2995        h.set_debuglevel(self._debuglevel)
2996    
2997        headers = dict(req.unredirected_hdrs)
2998        headers.update(dict((k, v) for k, v in req.headers.items()
2999                            if k not in headers))
3000    
3001        # TODO(jhylton): Should this be redesigned to handle
3002        # persistent connections?
3003    
3004        # We want to make an HTTP/1.1 request, but the addinfourl
3005        # class isn't prepared to deal with a persistent connection.
3006        # It will try to read all remaining data from the socket,
3007        # which will block while the server waits for the next request.
3008        # So make sure the connection gets closed after the (only)
3009        # request.
3010        headers["Connection"] = "close"
3011        headers = dict((name.title(), val) for name, val in headers.items())
3012    
3013        if req._tunnel_host:
3014            tunnel_headers = {}
3015            proxy_auth_hdr = "Proxy-Authorization"
3016            if proxy_auth_hdr in headers:
3017                tunnel_headers[proxy_auth_hdr] = headers[proxy_auth_hdr]
3018                # Proxy-Authorization should not be sent to origin
3019                # server.
3020                del headers[proxy_auth_hdr]
3021            h.set_tunnel(req._tunnel_host, headers=tunnel_headers)
3022    
3023        try:
3024            try:
3025                h.request(req.get_method(), req.selector, req.data, headers,
3026                          encode_chunked=req.has_header('Transfer-encoding'))
3027            except OSError as err: # timeout error
3028>               raise URLError(err)
3029E               urllib.error.URLError: <urlopen error [Errno 110] Connection timed out>
3030
3031/opt/conda/lib/python3.6/urllib/request.py:1320: URLError
3032----------------------------- Captured stderr call -----------------------------
3033Downloading: "https://github.com/Xilinx/brevitas/releases/download/bnn_pynq-r0/cnv_2w2a-0702987f.pth" to /home/myroot/.cache/torch/checkpoints/cnv_2w2a-0702987f.pth
3034_______________________ TestEnd2End.test_export[cnv-2-1] _______________________
3035[gw3] linux -- Python 3.6.8 /opt/conda/bin/python
3036
3037self = <urllib.request.HTTPSHandler object at 0x7f2694f09a90>
3038http_class = <class 'http.client.HTTPSConnection'>
3039req = <urllib.request.Request object at 0x7f26946012b0>
3040http_conn_args = {'check_hostname': None, 'context': None}, host = 'github.com'
3041h = <http.client.HTTPSConnection object at 0x7f2694601358>
3042
3043    def do_open(self, http_class, req, **http_conn_args):
3044        """Return an HTTPResponse object for the request, using http_class.
3045    
3046        http_class must implement the HTTPConnection API from http.client.
3047        """
3048        host = req.host
3049        if not host:
3050            raise URLError('no host given')
3051    
3052        # will parse host:port
3053        h = http_class(host, timeout=req.timeout, **http_conn_args)
3054        h.set_debuglevel(self._debuglevel)
3055    
3056        headers = dict(req.unredirected_hdrs)
3057        headers.update(dict((k, v) for k, v in req.headers.items()
3058                            if k not in headers))
3059    
3060        # TODO(jhylton): Should this be redesigned to handle
3061        # persistent connections?
3062    
3063        # We want to make an HTTP/1.1 request, but the addinfourl
3064        # class isn't prepared to deal with a persistent connection.
3065        # It will try to read all remaining data from the socket,
3066        # which will block while the server waits for the next request.
3067        # So make sure the connection gets closed after the (only)
3068        # request.
3069        headers["Connection"] = "close"
3070        headers = dict((name.title(), val) for name, val in headers.items())
3071    
3072        if req._tunnel_host:
3073            tunnel_headers = {}
3074            proxy_auth_hdr = "Proxy-Authorization"
3075            if proxy_auth_hdr in headers:
3076                tunnel_headers[proxy_auth_hdr] = headers[proxy_auth_hdr]
3077                # Proxy-Authorization should not be sent to origin
3078                # server.
3079                del headers[proxy_auth_hdr]
3080            h.set_tunnel(req._tunnel_host, headers=tunnel_headers)
3081    
3082        try:
3083            try:
3084                h.request(req.get_method(), req.selector, req.data, headers,
3085>                         encode_chunked=req.has_header('Transfer-encoding'))
3086
3087/opt/conda/lib/python3.6/urllib/request.py:1318: 
3088_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
3089
3090self = <http.client.HTTPSConnection object at 0x7f2694601358>, method = 'GET'
3091url = '/Xilinx/brevitas/releases/download/bnn_pynq-r0/cnv_1w2a-23b6e2e4.pth'
3092body = None
3093headers = {'Connection': 'close', 'Host': 'github.com', 'User-Agent': 'Python-urllib/3.6'}
3094
3095    def request(self, method, url, body=None, headers={}, *,
3096                encode_chunked=False):
3097        """Send a complete request to the server."""
3098>       self._send_request(method, url, body, headers, encode_chunked)
3099
3100/opt/conda/lib/python3.6/http/client.py:1239: 
3101_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
3102
3103self = <http.client.HTTPSConnection object at 0x7f2694601358>, method = 'GET'
3104url = '/Xilinx/brevitas/releases/download/bnn_pynq-r0/cnv_1w2a-23b6e2e4.pth'
3105body = None
3106headers = {'Connection': 'close', 'Host': 'github.com', 'User-Agent': 'Python-urllib/3.6'}
3107encode_chunked = False
3108
3109    def _send_request(self, method, url, body, headers, encode_chunked):
3110        # Honor explicitly requested Host: and Accept-Encoding: headers.
3111        header_names = frozenset(k.lower() for k in headers)
3112        skips = {}
3113        if 'host' in header_names:
3114            skips['skip_host'] = 1
3115        if 'accept-encoding' in header_names:
3116            skips['skip_accept_encoding'] = 1
3117    
3118        self.putrequest(method, url, **skips)
3119    
3120        # chunked encoding will happen if HTTP/1.1 is used and either
3121        # the caller passes encode_chunked=True or the following
3122        # conditions hold:
3123        # 1. content-length has not been explicitly set
3124        # 2. the body is a file or iterable, but not a str or bytes-like
3125        # 3. Transfer-Encoding has NOT been explicitly set by the caller
3126    
3127        if 'content-length' not in header_names:
3128            # only chunk body if not explicitly set for backwards
3129            # compatibility, assuming the client code is already handling the
3130            # chunking
3131            if 'transfer-encoding' not in header_names:
3132                # if content-length cannot be automatically determined, fall
3133                # back to chunked encoding
3134                encode_chunked = False
3135                content_length = self._get_content_length(body, method)
3136                if content_length is None:
3137                    if body is not None:
3138                        if self.debuglevel > 0:
3139                            print('Unable to determine size of %r' % body)
3140                        encode_chunked = True
3141                        self.putheader('Transfer-Encoding', 'chunked')
3142                else:
3143                    self.putheader('Content-Length', str(content_length))
3144        else:
3145            encode_chunked = False
3146    
3147        for hdr, value in headers.items():
3148            self.putheader(hdr, value)
3149        if isinstance(body, str):
3150            # RFC 2616 Section 3.7.1 says that text default has a
3151            # default charset of iso-8859-1.
3152            body = _encode(body, 'body')
3153>       self.endheaders(body, encode_chunked=encode_chunked)
3154
3155/opt/conda/lib/python3.6/http/client.py:1285: 
3156_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
3157
3158self = <http.client.HTTPSConnection object at 0x7f2694601358>
3159message_body = None
3160
3161    def endheaders(self, message_body=None, *, encode_chunked=False):
3162        """Indicate that the last header line has been sent to the server.
3163    
3164        This method sends the request to the server.  The optional message_body
3165        argument can be used to pass a message body associated with the
3166        request.
3167        """
3168        if self.__state == _CS_REQ_STARTED:
3169            self.__state = _CS_REQ_SENT
3170        else:
3171            raise CannotSendHeader()
3172>       self._send_output(message_body, encode_chunked=encode_chunked)
3173
3174/opt/conda/lib/python3.6/http/client.py:1234: 
3175_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
3176
3177self = <http.client.HTTPSConnection object at 0x7f2694601358>
3178message_body = None, encode_chunked = False
3179
3180    def _send_output(self, message_body=None, encode_chunked=False):
3181        """Send the currently buffered request and clear the buffer.
3182    
3183        Appends an extra \\r\\n to the buffer.
3184        A message_body may be specified, to be appended to the request.
3185        """
3186        self._buffer.extend((b"", b""))
3187        msg = b"\r\n".join(self._buffer)
3188        del self._buffer[:]
3189>       self.send(msg)
3190
3191/opt/conda/lib/python3.6/http/client.py:1026: 
3192_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
3193
3194self = <http.client.HTTPSConnection object at 0x7f2694601358>
3195data = b'GET /Xilinx/brevitas/releases/download/bnn_pynq-r0/cnv_1w2a-23b6e2e4.pth HTTP/1.1\r\nAccept-Encoding: identity\r\nHost: github.com\r\nUser-Agent: Python-urllib/3.6\r\nConnection: close\r\n\r\n'
3196
3197    def send(self, data):
3198        """Send `data' to the server.
3199        ``data`` can be a string object, a bytes object, an array object, a
3200        file-like object that supports a .read() method, or an iterable object.
3201        """
3202    
3203        if self.sock is None:
3204            if self.auto_open:
3205>               self.connect()
3206
3207/opt/conda/lib/python3.6/http/client.py:964: 
3208_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
3209
3210self = <http.client.HTTPSConnection object at 0x7f2694601358>
3211
3212    def connect(self):
3213        "Connect to a host on a given (SSL) port."
3214    
3215>       super().connect()
3216
3217/opt/conda/lib/python3.6/http/client.py:1392: 
3218_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
3219
3220self = <http.client.HTTPSConnection object at 0x7f2694601358>
3221
3222    def connect(self):
3223        """Connect to the host and port specified in __init__."""
3224        self.sock = self._create_connection(
3225>           (self.host,self.port), self.timeout, self.source_address)
3226
3227/opt/conda/lib/python3.6/http/client.py:936: 
3228_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
3229
3230address = ('github.com', 443), timeout = <object object at 0x7f2725d06680>
3231source_address = None
3232
3233    def create_connection(address, timeout=_GLOBAL_DEFAULT_TIMEOUT,
3234                          source_address=None):
3235        """Connect to *address* and return the socket object.
3236    
3237        Convenience function.  Connect to *address* (a 2-tuple ``(host,
3238        port)``) and return the socket object.  Passing the optional
3239        *timeout* parameter will set the timeout on the socket instance
3240        before attempting to connect.  If no *timeout* is supplied, the
3241        global default timeout setting returned by :func:`getdefaulttimeout`
3242        is used.  If *source_address* is set it must be a tuple of (host, port)
3243        for the socket to bind as a source address before making the connection.
3244        A host of '' or port 0 tells the OS to use the default.
3245        """
3246    
3247        host, port = address
3248        err = None
3249        for res in getaddrinfo(host, port, 0, SOCK_STREAM):
3250            af, socktype, proto, canonname, sa = res
3251            sock = None
3252            try:
3253                sock = socket(af, socktype, proto)
3254                if timeout is not _GLOBAL_DEFAULT_TIMEOUT:
3255                    sock.settimeout(timeout)
3256                if source_address:
3257                    sock.bind(source_address)
3258                sock.connect(sa)
3259                # Break explicitly a reference cycle
3260                err = None
3261                return sock
3262    
3263            except error as _:
3264                err = _
3265                if sock is not None:
3266                    sock.close()
3267    
3268        if err is not None:
3269>           raise err
3270
3271/opt/conda/lib/python3.6/socket.py:724: 
3272_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
3273
3274address = ('github.com', 443), timeout = <object object at 0x7f2725d06680>
3275source_address = None
3276
3277    def create_connection(address, timeout=_GLOBAL_DEFAULT_TIMEOUT,
3278                          source_address=None):
3279        """Connect to *address* and return the socket object.
3280    
3281        Convenience function.  Connect to *address* (a 2-tuple ``(host,
3282        port)``) and return the socket object.  Passing the optional
3283        *timeout* parameter will set the timeout on the socket instance
3284        before attempting to connect.  If no *timeout* is supplied, the
3285        global default timeout setting returned by :func:`getdefaulttimeout`
3286        is used.  If *source_address* is set it must be a tuple of (host, port)
3287        for the socket to bind as a source address before making the connection.
3288        A host of '' or port 0 tells the OS to use the default.
3289        """
3290    
3291        host, port = address
3292        err = None
3293        for res in getaddrinfo(host, port, 0, SOCK_STREAM):
3294            af, socktype, proto, canonname, sa = res
3295            sock = None
3296            try:
3297                sock = socket(af, socktype, proto)
3298                if timeout is not _GLOBAL_DEFAULT_TIMEOUT:
3299                    sock.settimeout(timeout)
3300                if source_address:
3301                    sock.bind(source_address)
3302>               sock.connect(sa)
3303E               TimeoutError: [Errno 110] Connection timed out
3304
3305/opt/conda/lib/python3.6/socket.py:713: TimeoutError
3306
3307During handling of the above exception, another exception occurred:
3308
3309self = <test_end2end_bnn_pynq.TestEnd2End object at 0x7f2694239400>
3310topology = 'cnv', wbits = 1, abits = 2
3311
3312    def test_export(self, topology, wbits, abits):
3313        if wbits > abits:
3314            pytest.skip("No wbits > abits end2end network configs for now")
3315>       (model, ishape) = get_trained_network_and_ishape(topology, wbits, abits)
3316
3317tests/end2end/test_end2end_bnn_pynq.py:292: 
3318_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
3319src/finn/util/test.py:165: in get_trained_network_and_ishape
3320    model = get_test_model_trained(topology.upper(), wbits, abits)
3321src/finn/util/test.py:74: in get_test_model_trained
3322    return get_test_model(netname, wbits, abits, pretrained=True)
3323src/finn/util/test.py:68: in get_test_model
3324    fc = model_def_fxn(pretrained)
3325../brevitas/brevitas_examples/bnn_pynq/models/__init__.py:68: in cnv_1w2a
3326    model, _ = model_with_cfg('cnv_1w2a', pretrained)
3327../brevitas/brevitas_examples/bnn_pynq/models/__init__.py:57: in model_with_cfg
3328    state_dict = hub.load_state_dict_from_url(checkpoint, progress=True, map_location='cpu')
3329/opt/conda/lib/python3.6/site-packages/torch/hub.py:433: in load_state_dict_from_url
3330    _download_url_to_file(url, cached_file, hash_prefix, progress=progress)
3331/opt/conda/lib/python3.6/site-packages/torch/hub.py:349: in _download_url_to_file
3332    u = urlopen(url)
3333/opt/conda/lib/python3.6/urllib/request.py:223: in urlopen
3334    return opener.open(url, data, timeout)
3335/opt/conda/lib/python3.6/urllib/request.py:526: in open
3336    response = self._open(req, data)
3337/opt/conda/lib/python3.6/urllib/request.py:544: in _open
3338    '_open', req)
3339/opt/conda/lib/python3.6/urllib/request.py:504: in _call_chain
3340    result = func(*args)
3341/opt/conda/lib/python3.6/urllib/request.py:1361: in https_open
3342    context=self._context, check_hostname=self._check_hostname)
3343_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
3344
3345self = <urllib.request.HTTPSHandler object at 0x7f2694f09a90>
3346http_class = <class 'http.client.HTTPSConnection'>
3347req = <urllib.request.Request object at 0x7f26946012b0>
3348http_conn_args = {'check_hostname': None, 'context': None}, host = 'github.com'
3349h = <http.client.HTTPSConnection object at 0x7f2694601358>
3350
3351    def do_open(self, http_class, req, **http_conn_args):
3352        """Return an HTTPResponse object for the request, using http_class.
3353    
3354        http_class must implement the HTTPConnection API from http.client.
3355        """
3356        host = req.host
3357        if not host:
3358            raise URLError('no host given')
3359    
3360        # will parse host:port
3361        h = http_class(host, timeout=req.timeout, **http_conn_args)
3362        h.set_debuglevel(self._debuglevel)
3363    
3364        headers = dict(req.unredirected_hdrs)
3365        headers.update(dict((k, v) for k, v in req.headers.items()
3366                            if k not in headers))
3367    
3368        # TODO(jhylton): Should this be redesigned to handle
3369        # persistent connections?
3370    
3371        # We want to make an HTTP/1.1 request, but the addinfourl
3372        # class isn't prepared to deal with a persistent connection.
3373        # It will try to read all remaining data from the socket,
3374        # which will block while the server waits for the next request.
3375        # So make sure the connection gets closed after the (only)
3376        # request.
3377        headers["Connection"] = "close"
3378        headers = dict((name.title(), val) for name, val in headers.items())
3379    
3380        if req._tunnel_host:
3381            tunnel_headers = {}
3382            proxy_auth_hdr = "Proxy-Authorization"
3383            if proxy_auth_hdr in headers:
3384                tunnel_headers[proxy_auth_hdr] = headers[proxy_auth_hdr]
3385                # Proxy-Authorization should not be sent to origin
3386                # server.
3387                del headers[proxy_auth_hdr]
3388            h.set_tunnel(req._tunnel_host, headers=tunnel_headers)
3389    
3390        try:
3391            try:
3392                h.request(req.get_method(), req.selector, req.data, headers,
3393                          encode_chunked=req.has_header('Transfer-encoding'))
3394            except OSError as err: # timeout error
3395>               raise URLError(err)
3396E               urllib.error.URLError: <urlopen error [Errno 110] Connection timed out>
3397
3398/opt/conda/lib/python3.6/urllib/request.py:1320: URLError
3399----------------------------- Captured stderr call -----------------------------
3400Downloading: "https://github.com/Xilinx/brevitas/releases/download/bnn_pynq-r0/cnv_1w2a-23b6e2e4.pth" to /home/myroot/.cache/torch/checkpoints/cnv_1w2a-23b6e2e4.pth
3401______________________ test_batchnorm_to_affine_lfc_w1a1 _______________________
3402[gw0] linux -- Python 3.6.8 /opt/conda/bin/python
3403
3404self = <urllib.request.HTTPSHandler object at 0x7f03bf32dc18>
3405http_class = <class 'http.client.HTTPSConnection'>
3406req = <urllib.request.Request object at 0x7f03bc9e7438>
3407http_conn_args = {'check_hostname': None, 'context': None}, host = 'github.com'
3408h = <http.client.HTTPSConnection object at 0x7f03bc9e74e0>
3409
3410    def do_open(self, http_class, req, **http_conn_args):
3411        """Return an HTTPResponse object for the request, using http_class.
3412    
3413        http_class must implement the HTTPConnection API from http.client.
3414        """
3415        host = req.host
3416        if not host:
3417            raise URLError('no host given')
3418    
3419        # will parse host:port
3420        h = http_class(host, timeout=req.timeout, **http_conn_args)
3421        h.set_debuglevel(self._debuglevel)
3422    
3423        headers = dict(req.unredirected_hdrs)
3424        headers.update(dict((k, v) for k, v in req.headers.items()
3425                            if k not in headers))
3426    
3427        # TODO(jhylton): Should this be redesigned to handle
3428        # persistent connections?
3429    
3430        # We want to make an HTTP/1.1 request, but the addinfourl
3431        # class isn't prepared to deal with a persistent connection.
3432        # It will try to read all remaining data from the socket,
3433        # which will block while the server waits for the next request.
3434        # So make sure the connection gets closed after the (only)
3435        # request.
3436        headers["Connection"] = "close"
3437        headers = dict((name.title(), val) for name, val in headers.items())
3438    
3439        if req._tunnel_host:
3440            tunnel_headers = {}
3441            proxy_auth_hdr = "Proxy-Authorization"
3442            if proxy_auth_hdr in headers:
3443                tunnel_headers[proxy_auth_hdr] = headers[proxy_auth_hdr]
3444                # Proxy-Authorization should not be sent to origin
3445                # server.
3446                del headers[proxy_auth_hdr]
3447            h.set_tunnel(req._tunnel_host, headers=tunnel_headers)
3448    
3449        try:
3450            try:
3451                h.request(req.get_method(), req.selector, req.data, headers,
3452>                         encode_chunked=req.has_header('Transfer-encoding'))
3453
3454/opt/conda/lib/python3.6/urllib/request.py:1318: 
3455_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
3456
3457self = <http.client.HTTPSConnection object at 0x7f03bc9e74e0>, method = 'GET'
3458url = '/Xilinx/brevitas/releases/download/bnn_pynq-r1/lfc_1w1a-318d8bd9.pth'
3459body = None
3460headers = {'Connection': 'close', 'Host': 'github.com', 'User-Agent': 'Python-urllib/3.6'}
3461
3462    def request(self, method, url, body=None, headers={}, *,
3463                encode_chunked=False):
3464        """Send a complete request to the server."""
3465>       self._send_request(method, url, body, headers, encode_chunked)
3466
3467/opt/conda/lib/python3.6/http/client.py:1239: 
3468_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
3469
3470self = <http.client.HTTPSConnection object at 0x7f03bc9e74e0>, method = 'GET'
3471url = '/Xilinx/brevitas/releases/download/bnn_pynq-r1/lfc_1w1a-318d8bd9.pth'
3472body = None
3473headers = {'Connection': 'close', 'Host': 'github.com', 'User-Agent': 'Python-urllib/3.6'}
3474encode_chunked = False
3475
3476    def _send_request(self, method, url, body, headers, encode_chunked):
3477        # Honor explicitly requested Host: and Accept-Encoding: headers.
3478        header_names = frozenset(k.lower() for k in headers)
3479        skips = {}
3480        if 'host' in header_names:
3481            skips['skip_host'] = 1
3482        if 'accept-encoding' in header_names:
3483            skips['skip_accept_encoding'] = 1
3484    
3485        self.putrequest(method, url, **skips)
3486    
3487        # chunked encoding will happen if HTTP/1.1 is used and either
3488        # the caller passes encode_chunked=True or the following
3489        # conditions hold:
3490        # 1. content-length has not been explicitly set
3491        # 2. the body is a file or iterable, but not a str or bytes-like
3492        # 3. Transfer-Encoding has NOT been explicitly set by the caller
3493    
3494        if 'content-length' not in header_names:
3495            # only chunk body if not explicitly set for backwards
3496            # compatibility, assuming the client code is already handling the
3497            # chunking
3498            if 'transfer-encoding' not in header_names:
3499                # if content-length cannot be automatically determined, fall
3500                # back to chunked encoding
3501                encode_chunked = False
3502                content_length = self._get_content_length(body, method)
3503                if content_length is None:
3504                    if body is not None:
3505                        if self.debuglevel > 0:
3506                            print('Unable to determine size of %r' % body)
3507                        encode_chunked = True
3508                        self.putheader('Transfer-Encoding', 'chunked')
3509                else:
3510                    self.putheader('Content-Length', str(content_length))
3511        else:
3512            encode_chunked = False
3513    
3514        for hdr, value in headers.items():
3515            self.putheader(hdr, value)
3516        if isinstance(body, str):
3517            # RFC 2616 Section 3.7.1 says that text default has a
3518            # default charset of iso-8859-1.
3519            body = _encode(body, 'body')
3520>       self.endheaders(body, encode_chunked=encode_chunked)
3521
3522/opt/conda/lib/python3.6/http/client.py:1285: 
3523_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
3524
3525self = <http.client.HTTPSConnection object at 0x7f03bc9e74e0>
3526message_body = None
3527
3528    def endheaders(self, message_body=None, *, encode_chunked=False):
3529        """Indicate that the last header line has been sent to the server.
3530    
3531        This method sends the request to the server.  The optional message_body
3532        argument can be used to pass a message body associated with the
3533        request.
3534        """
3535        if self.__state == _CS_REQ_STARTED:
3536            self.__state = _CS_REQ_SENT
3537        else:
3538            raise CannotSendHeader()
3539>       self._send_output(message_body, encode_chunked=encode_chunked)
3540
3541/opt/conda/lib/python3.6/http/client.py:1234: 
3542_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
3543
3544self = <http.client.HTTPSConnection object at 0x7f03bc9e74e0>
3545message_body = None, encode_chunked = False
3546
3547    def _send_output(self, message_body=None, encode_chunked=False):
3548        """Send the currently buffered request and clear the buffer.
3549    
3550        Appends an extra \\r\\n to the buffer.
3551        A message_body may be specified, to be appended to the request.
3552        """
3553        self._buffer.extend((b"", b""))
3554        msg = b"\r\n".join(self._buffer)
3555        del self._buffer[:]
3556>       self.send(msg)
3557
3558/opt/conda/lib/python3.6/http/client.py:1026: 
3559_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
3560
3561self = <http.client.HTTPSConnection object at 0x7f03bc9e74e0>
3562data = b'GET /Xilinx/brevitas/releases/download/bnn_pynq-r1/lfc_1w1a-318d8bd9.pth HTTP/1.1\r\nAccept-Encoding: identity\r\nHost: github.com\r\nUser-Agent: Python-urllib/3.6\r\nConnection: close\r\n\r\n'
3563
3564    def send(self, data):
3565        """Send `data' to the server.
3566        ``data`` can be a string object, a bytes object, an array object, a
3567        file-like object that supports a .read() method, or an iterable object.
3568        """
3569    
3570        if self.sock is None:
3571            if self.auto_open:
3572>               self.connect()
3573
3574/opt/conda/lib/python3.6/http/client.py:964: 
3575_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
3576
3577self = <http.client.HTTPSConnection object at 0x7f03bc9e74e0>
3578
3579    def connect(self):
3580        "Connect to a host on a given (SSL) port."
3581    
3582>       super().connect()
3583
3584/opt/conda/lib/python3.6/http/client.py:1392: 
3585_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
3586
3587self = <http.client.HTTPSConnection object at 0x7f03bc9e74e0>
3588
3589    def connect(self):
3590        """Connect to the host and port specified in __init__."""
3591        self.sock = self._create_connection(
3592>           (self.host,self.port), self.timeout, self.source_address)
3593
3594/opt/conda/lib/python3.6/http/client.py:936: 
3595_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
3596
3597address = ('github.com', 443), timeout = <object object at 0x7f044734b680>
3598source_address = None
3599
3600    def create_connection(address, timeout=_GLOBAL_DEFAULT_TIMEOUT,
3601                          source_address=None):
3602        """Connect to *address* and return the socket object.
3603    
3604        Convenience function.  Connect to *address* (a 2-tuple ``(host,
3605        port)``) and return the socket object.  Passing the optional
3606        *timeout* parameter will set the timeout on the socket instance
3607        before attempting to connect.  If no *timeout* is supplied, the
3608        global default timeout setting returned by :func:`getdefaulttimeout`
3609        is used.  If *source_address* is set it must be a tuple of (host, port)
3610        for the socket to bind as a source address before making the connection.
3611        A host of '' or port 0 tells the OS to use the default.
3612        """
3613    
3614        host, port = address
3615        err = None
3616        for res in getaddrinfo(host, port, 0, SOCK_STREAM):
3617            af, socktype, proto, canonname, sa = res
3618            sock = None
3619            try:
3620                sock = socket(af, socktype, proto)
3621                if timeout is not _GLOBAL_DEFAULT_TIMEOUT:
3622                    sock.settimeout(timeout)
3623                if source_address:
3624                    sock.bind(source_address)
3625                sock.connect(sa)
3626                # Break explicitly a reference cycle
3627                err = None
3628                return sock
3629    
3630            except error as _:
3631                err = _
3632                if sock is not None:
3633                    sock.close()
3634    
3635        if err is not None:
3636>           raise err
3637
3638/opt/conda/lib/python3.6/socket.py:724: 
3639_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
3640
3641address = ('github.com', 443), timeout = <object object at 0x7f044734b680>
3642source_address = None
3643
3644    def create_connection(address, timeout=_GLOBAL_DEFAULT_TIMEOUT,
3645                          source_address=None):
3646        """Connect to *address* and return the socket object.
3647    
3648        Convenience function.  Connect to *address* (a 2-tuple ``(host,
3649        port)``) and return the socket object.  Passing the optional
3650        *timeout* parameter will set the timeout on the socket instance
3651        before attempting to connect.  If no *timeout* is supplied, the
3652        global default timeout setting returned by :func:`getdefaulttimeout`
3653        is used.  If *source_address* is set it must be a tuple of (host, port)
3654        for the socket to bind as a source address before making the connection.
3655        A host of '' or port 0 tells the OS to use the default.
3656        """
3657    
3658        host, port = address
3659        err = None
3660        for res in getaddrinfo(host, port, 0, SOCK_STREAM):
3661            af, socktype, proto, canonname, sa = res
3662            sock = None
3663            try:
3664                sock = socket(af, socktype, proto)
3665                if timeout is not _GLOBAL_DEFAULT_TIMEOUT:
3666                    sock.settimeout(timeout)
3667                if source_address:
3668                    sock.bind(source_address)
3669>               sock.connect(sa)
3670E               TimeoutError: [Errno 110] Connection timed out
3671
3672/opt/conda/lib/python3.6/socket.py:713: TimeoutError
3673
3674During handling of the above exception, another exception occurred:
3675
3676    def test_batchnorm_to_affine_lfc_w1a1():
3677>       lfc = get_test_model_trained("LFC", 1, 1)
3678
3679tests/transformation/test_batchnorm_to_affine_bnn_pynq.py:73: 
3680_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
3681src/finn/util/test.py:74: in get_test_model_trained
3682    return get_test_model(netname, wbits, abits, pretrained=True)
3683src/finn/util/test.py:68: in get_test_model
3684    fc = model_def_fxn(pretrained)
3685../brevitas/brevitas_examples/bnn_pynq/models/__init__.py:108: in lfc_1w1a
3686    model, _ = model_with_cfg('lfc_1w1a', pretrained)
3687../brevitas/brevitas_examples/bnn_pynq/models/__init__.py:57: in model_with_cfg
3688    state_dict = hub.load_state_dict_from_url(checkpoint, progress=True, map_location='cpu')
3689/opt/conda/lib/python3.6/site-packages/torch/hub.py:433: in load_state_dict_from_url
3690    _download_url_to_file(url, cached_file, hash_prefix, progress=progress)
3691/opt/conda/lib/python3.6/site-packages/torch/hub.py:349: in _download_url_to_file
3692    u = urlopen(url)
3693/opt/conda/lib/python3.6/urllib/request.py:223: in urlopen
3694    return opener.open(url, data, timeout)
3695/opt/conda/lib/python3.6/urllib/request.py:526: in open
3696    response = self._open(req, data)
3697/opt/conda/lib/python3.6/urllib/request.py:544: in _open
3698    '_open', req)
3699/opt/conda/lib/python3.6/urllib/request.py:504: in _call_chain
3700    result = func(*args)
3701/opt/conda/lib/python3.6/urllib/request.py:1361: in https_open
3702    context=self._context, check_hostname=self._check_hostname)
3703_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
3704
3705self = <urllib.request.HTTPSHandler object at 0x7f03bf32dc18>
3706http_class = <class 'http.client.HTTPSConnection'>
3707req = <urllib.request.Request object at 0x7f03bc9e7438>
3708http_conn_args = {'check_hostname': None, 'context': None}, host = 'github.com'
3709h = <http.client.HTTPSConnection object at 0x7f03bc9e74e0>
3710
3711    def do_open(self, http_class, req, **http_conn_args):
3712        """Return an HTTPResponse object for the request, using http_class.
3713    
3714        http_class must implement the HTTPConnection API from http.client.
3715        """
3716        host = req.host
3717        if not host:
3718            raise URLError('no host given')
3719    
3720        # will parse host:port
3721        h = http_class(host, timeout=req.timeout, **http_conn_args)
3722        h.set_debuglevel(self._debuglevel)
3723    
3724        headers = dict(req.unredirected_hdrs)
3725        headers.update(dict((k, v) for k, v in req.headers.items()
3726                            if k not in headers))
3727    
3728        # TODO(jhylton): Should this be redesigned to handle
3729        # persistent connections?
3730    
3731        # We want to make an HTTP/1.1 request, but the addinfourl
3732        # class isn't prepared to deal with a persistent connection.
3733        # It will try to read all remaining data from the socket,
3734        # which will block while the server waits for the next request.
3735        # So make sure the connection gets closed after the (only)
3736        # request.
3737        headers["Connection"] = "close"
3738        headers = dict((name.title(), val) for name, val in headers.items())
3739    
3740        if req._tunnel_host:
3741            tunnel_headers = {}
3742            proxy_auth_hdr = "Proxy-Authorization"
3743            if proxy_auth_hdr in headers:
3744                tunnel_headers[proxy_auth_hdr] = headers[proxy_auth_hdr]
3745                # Proxy-Authorization should not be sent to origin
3746                # server.
3747                del headers[proxy_auth_hdr]
3748            h.set_tunnel(req._tunnel_host, headers=tunnel_headers)
3749    
3750        try:
3751            try:
3752                h.request(req.get_method(), req.selector, req.data, headers,
3753                          encode_chunked=req.has_header('Transfer-encoding'))
3754            except OSError as err: # timeout error
3755>               raise URLError(err)
3756E               urllib.error.URLError: <urlopen error [Errno 110] Connection timed out>
3757
3758/opt/conda/lib/python3.6/urllib/request.py:1320: URLError
3759----------------------------- Captured stderr call -----------------------------
3760Downloading: "https://github.com/Xilinx/brevitas/releases/download/bnn_pynq-r1/lfc_1w1a-318d8bd9.pth" to /home/myroot/.cache/torch/checkpoints/lfc_1w1a-318d8bd9.pth
3761_______________________ TestEnd2End.test_export[cnv-2-2] _______________________
3762[gw3] linux -- Python 3.6.8 /opt/conda/bin/python
3763
3764self = <urllib.request.HTTPSHandler object at 0x7f2694f09a90>
3765http_class = <class 'http.client.HTTPSConnection'>
3766req = <urllib.request.Request object at 0x7f269464b470>
3767http_conn_args = {'check_hostname': None, 'context': None}, host = 'github.com'
3768h = <http.client.HTTPSConnection object at 0x7f26947a72e8>
3769
3770    def do_open(self, http_class, req, **http_conn_args):
3771        """Return an HTTPResponse object for the request, using http_class.
3772    
3773        http_class must implement the HTTPConnection API from http.client.
3774        """
3775        host = req.host
3776        if not host:
3777            raise URLError('no host given')
3778    
3779        # will parse host:port
3780        h = http_class(host, timeout=req.timeout, **http_conn_args)
3781        h.set_debuglevel(self._debuglevel)
3782    
3783        headers = dict(req.unredirected_hdrs)
3784        headers.update(dict((k, v) for k, v in req.headers.items()
3785                            if k not in headers))
3786    
3787        # TODO(jhylton): Should this be redesigned to handle
3788        # persistent connections?
3789    
3790        # We want to make an HTTP/1.1 request, but the addinfourl
3791        # class isn't prepared to deal with a persistent connection.
3792        # It will try to read all remaining data from the socket,
3793        # which will block while the server waits for the next request.
3794        # So make sure the connection gets closed after the (only)
3795        # request.
3796        headers["Connection"] = "close"
3797        headers = dict((name.title(), val) for name, val in headers.items())
3798    
3799        if req._tunnel_host:
3800            tunnel_headers = {}
3801            proxy_auth_hdr = "Proxy-Authorization"
3802            if proxy_auth_hdr in headers:
3803                tunnel_headers[proxy_auth_hdr] = headers[proxy_auth_hdr]
3804                # Proxy-Authorization should not be sent to origin
3805                # server.
3806                del headers[proxy_auth_hdr]
3807            h.set_tunnel(req._tunnel_host, headers=tunnel_headers)
3808    
3809        try:
3810            try:
3811                h.request(req.get_method(), req.selector, req.data, headers,
3812>                         encode_chunked=req.has_header('Transfer-encoding'))
3813
3814/opt/conda/lib/python3.6/urllib/request.py:1318: 
3815_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
3816
3817self = <http.client.HTTPSConnection object at 0x7f26947a72e8>, method = 'GET'
3818url = '/Xilinx/brevitas/releases/download/bnn_pynq-r0/cnv_2w2a-0702987f.pth'
3819body = None
3820headers = {'Connection': 'close', 'Host': 'github.com', 'User-Agent': 'Python-urllib/3.6'}
3821
3822    def request(self, method, url, body=None, headers={}, *,
3823                encode_chunked=False):
3824        """Send a complete request to the server."""
3825>       self._send_request(method, url, body, headers, encode_chunked)
3826
3827/opt/conda/lib/python3.6/http/client.py:1239: 
3828_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
3829
3830self = <http.client.HTTPSConnection object at 0x7f26947a72e8>, method = 'GET'
3831url = '/Xilinx/brevitas/releases/download/bnn_pynq-r0/cnv_2w2a-0702987f.pth'
3832body = None
3833headers = {'Connection': 'close', 'Host': 'github.com', 'User-Agent': 'Python-urllib/3.6'}
3834encode_chunked = False
3835
3836    def _send_request(self, method, url, body, headers, encode_chunked):
3837        # Honor explicitly requested Host: and Accept-Encoding: headers.
3838        header_names = frozenset(k.lower() for k in headers)
3839        skips = {}
3840        if 'host' in header_names:
3841            skips['skip_host'] = 1
3842        if 'accept-encoding' in header_names:
3843            skips['skip_accept_encoding'] = 1
3844    
3845        self.putrequest(method, url, **skips)
3846    
3847        # chunked encoding will happen if HTTP/1.1 is used and either
3848        # the caller passes encode_chunked=True or the following
3849        # conditions hold:
3850        # 1. content-length has not been explicitly set
3851        # 2. the body is a file or iterable, but not a str or bytes-like
3852        # 3. Transfer-Encoding has NOT been explicitly set by the caller
3853    
3854        if 'content-length' not in header_names:
3855            # only chunk body if not explicitly set for backwards
3856            # compatibility, assuming the client code is already handling the
3857            # chunking
3858            if 'transfer-encoding' not in header_names:
3859                # if content-length cannot be automatically determined, fall
3860                # back to chunked encoding
3861                encode_chunked = False
3862                content_length = self._get_content_length(body, method)
3863                if content_length is None:
3864                    if body is not None:
3865                        if self.debuglevel > 0:
3866                            print('Unable to determine size of %r' % body)
3867                        encode_chunked = True
3868                        self.putheader('Transfer-Encoding', 'chunked')
3869                else:
3870                    self.putheader('Content-Length', str(content_length))
3871        else:
3872            encode_chunked = False
3873    
3874        for hdr, value in headers.items():
3875            self.putheader(hdr, value)
3876        if isinstance(body, str):
3877            # RFC 2616 Section 3.7.1 says that text default has a
3878            # default charset of iso-8859-1.
3879            body = _encode(body, 'body')
3880>       self.endheaders(body, encode_chunked=encode_chunked)
3881
3882/opt/conda/lib/python3.6/http/client.py:1285: 
3883_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
3884
3885self = <http.client.HTTPSConnection object at 0x7f26947a72e8>
3886message_body = None
3887
3888    def endheaders(self, message_body=None, *, encode_chunked=False):
3889        """Indicate that the last header line has been sent to the server.
3890    
3891        This method sends the request to the server.  The optional message_body
3892        argument can be used to pass a message body associated with the
3893        request.
3894        """
3895        if self.__state == _CS_REQ_STARTED:
3896            self.__state = _CS_REQ_SENT
3897        else:
3898            raise CannotSendHeader()
3899>       self._send_output(message_body, encode_chunked=encode_chunked)
3900
3901/opt/conda/lib/python3.6/http/client.py:1234: 
3902_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
3903
3904self = <http.client.HTTPSConnection object at 0x7f26947a72e8>
3905message_body = None, encode_chunked = False
3906
3907    def _send_output(self, message_body=None, encode_chunked=False):
3908        """Send the currently buffered request and clear the buffer.
3909    
3910        Appends an extra \\r\\n to the buffer.
3911        A message_body may be specified, to be appended to the request.
3912        """
3913        self._buffer.extend((b"", b""))
3914        msg = b"\r\n".join(self._buffer)
3915        del self._buffer[:]
3916>       self.send(msg)
3917
3918/opt/conda/lib/python3.6/http/client.py:1026: 
3919_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
3920
3921self = <http.client.HTTPSConnection object at 0x7f26947a72e8>
3922data = b'GET /Xilinx/brevitas/releases/download/bnn_pynq-r0/cnv_2w2a-0702987f.pth HTTP/1.1\r\nAccept-Encoding: identity\r\nHost: github.com\r\nUser-Agent: Python-urllib/3.6\r\nConnection: close\r\n\r\n'
3923
3924    def send(self, data):
3925        """Send `data' to the server.
3926        ``data`` can be a string object, a bytes object, an array object, a
3927        file-like object that supports a .read() method, or an iterable object.
3928        """
3929    
3930        if self.sock is None:
3931            if self.auto_open:
3932>               self.connect()
3933
3934/opt/conda/lib/python3.6/http/client.py:964: 
3935_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
3936
3937self = <http.client.HTTPSConnection object at 0x7f26947a72e8>
3938
3939    def connect(self):
3940        "Connect to a host on a given (SSL) port."
3941    
3942>       super().connect()
3943
3944/opt/conda/lib/python3.6/http/client.py:1392: 
3945_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
3946
3947self = <http.client.HTTPSConnection object at 0x7f26947a72e8>
3948
3949    def connect(self):
3950        """Connect to the host and port specified in __init__."""
3951        self.sock = self._create_connection(
3952>           (self.host,self.port), self.timeout, self.source_address)
3953
3954/opt/conda/lib/python3.6/http/client.py:936: 
3955_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
3956
3957address = ('github.com', 443), timeout = <object object at 0x7f2725d06680>
3958source_address = None
3959
3960    def create_connection(address, timeout=_GLOBAL_DEFAULT_TIMEOUT,
3961                          source_address=None):
3962        """Connect to *address* and return the socket object.
3963    
3964        Convenience function.  Connect to *address* (a 2-tuple ``(host,
3965        port)``) and return the socket object.  Passing the optional
3966        *timeout* parameter will set the timeout on the socket instance
3967        before attempting to connect.  If no *timeout* is supplied, the
3968        global default timeout setting returned by :func:`getdefaulttimeout`
3969        is used.  If *source_address* is set it must be a tuple of (host, port)
3970        for the socket to bind as a source address before making the connection.
3971        A host of '' or port 0 tells the OS to use the default.
3972        """
3973    
3974        host, port = address
3975        err = None
3976        for res in getaddrinfo(host, port, 0, SOCK_STREAM):
3977            af, socktype, proto, canonname, sa = res
3978            sock = None
3979            try:
3980                sock = socket(af, socktype, proto)
3981                if timeout is not _GLOBAL_DEFAULT_TIMEOUT:
3982                    sock.settimeout(timeout)
3983                if source_address:
3984                    sock.bind(source_address)
3985                sock.connect(sa)
3986                # Break explicitly a reference cycle
3987                err = None
3988                return sock
3989    
3990            except error as _:
3991                err = _
3992                if sock is not None:
3993                    sock.close()
3994    
3995        if err is not None:
3996>           raise err
3997
3998/opt/conda/lib/python3.6/socket.py:724: 
3999_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
4000
4001address = ('github.com', 443), timeout = <object object at 0x7f2725d06680>
4002source_address = None
4003
4004    def create_connection(address, timeout=_GLOBAL_DEFAULT_TIMEOUT,
4005                          source_address=None):
4006        """Connect to *address* and return the socket object.
4007    
4008        Convenience function.  Connect to *address* (a 2-tuple ``(host,
4009        port)``) and return the socket object.  Passing the optional
4010        *timeout* parameter will set the timeout on the socket instance
4011        before attempting to connect.  If no *timeout* is supplied, the
4012        global default timeout setting returned by :func:`getdefaulttimeout`
4013        is used.  If *source_address* is set it must be a tuple of (host, port)
4014        for the socket to bind as a source address before making the connection.
4015        A host of '' or port 0 tells the OS to use the default.
4016        """
4017    
4018        host, port = address
4019        err = None
4020        for res in getaddrinfo(host, port, 0, SOCK_STREAM):
4021            af, socktype, proto, canonname, sa = res
4022            sock = None
4023            try:
4024                sock = socket(af, socktype, proto)
4025                if timeout is not _GLOBAL_DEFAULT_TIMEOUT:
4026                    sock.settimeout(timeout)
4027                if source_address:
4028                    sock.bind(source_address)
4029>               sock.connect(sa)
4030E               TimeoutError: [Errno 110] Connection timed out
4031
4032/opt/conda/lib/python3.6/socket.py:713: TimeoutError
4033
4034During handling of the above exception, another exception occurred:
4035
4036self = <test_end2end_bnn_pynq.TestEnd2End object at 0x7f2694728128>
4037topology = 'cnv', wbits = 2, abits = 2
4038
4039    def test_export(self, topology, wbits, abits):
4040        if wbits > abits:
4041            pytest.skip("No wbits > abits end2end network configs for now")
4042>       (model, ishape) = get_trained_network_and_ishape(topology, wbits, abits)
4043
4044tests/end2end/test_end2end_bnn_pynq.py:292: 
4045_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
4046src/finn/util/test.py:165: in get_trained_network_and_ishape
4047    model = get_test_model_trained(topology.upper(), wbits, abits)
4048src/finn/util/test.py:74: in get_test_model_trained
4049    return get_test_model(netname, wbits, abits, pretrained=True)
4050src/finn/util/test.py:68: in get_test_model
4051    fc = model_def_fxn(pretrained)
4052../brevitas/brevitas_examples/bnn_pynq/models/__init__.py:73: in cnv_2w2a
4053    model, _ = model_with_cfg('cnv_2w2a', pretrained)
4054../brevitas/brevitas_examples/bnn_pynq/models/__init__.py:57: in model_with_cfg
4055    state_dict = hub.load_state_dict_from_url(checkpoint, progress=True, map_location='cpu')
4056/opt/conda/lib/python3.6/site-packages/torch/hub.py:433: in load_state_dict_from_url
4057    _download_url_to_file(url, cached_file, hash_prefix, progress=progress)
4058/opt/conda/lib/python3.6/site-packages/torch/hub.py:349: in _download_url_to_file
4059    u = urlopen(url)
4060/opt/conda/lib/python3.6/urllib/request.py:223: in urlopen
4061    return opener.open(url, data, timeout)
4062/opt/conda/lib/python3.6/urllib/request.py:526: in open
4063    response = self._open(req, data)
4064/opt/conda/lib/python3.6/urllib/request.py:544: in _open
4065    '_open', req)
4066/opt/conda/lib/python3.6/urllib/request.py:504: in _call_chain
4067    result = func(*args)
4068/opt/conda/lib/python3.6/urllib/request.py:1361: in https_open
4069    context=self._context, check_hostname=self._check_hostname)
4070_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
4071
4072self = <urllib.request.HTTPSHandler object at 0x7f2694f09a90>
4073http_class = <class 'http.client.HTTPSConnection'>
4074req = <urllib.request.Request object at 0x7f269464b470>
4075http_conn_args = {'check_hostname': None, 'context': None}, host = 'github.com'
4076h = <http.client.HTTPSConnection object at 0x7f26947a72e8>
4077
4078    def do_open(self, http_class, req, **http_conn_args):
4079        """Return an HTTPResponse object for the request, using http_class.
4080    
4081        http_class must implement the HTTPConnection API from http.client.
4082        """
4083        host = req.host
4084        if not host:
4085            raise URLError('no host given')
4086    
4087        # will parse host:port
4088        h = http_class(host, timeout=req.timeout, **http_conn_args)
4089        h.set_debuglevel(self._debuglevel)
4090    
4091        headers = dict(req.unredirected_hdrs)
4092        headers.update(dict((k, v) for k, v in req.headers.items()
4093                            if k not in headers))
4094    
4095        # TODO(jhylton): Should this be redesigned to handle
4096        # persistent connections?
4097    
4098        # We want to make an HTTP/1.1 request, but the addinfourl
4099        # class isn't prepared to deal with a persistent connection.
4100        # It will try to read all remaining data from the socket,
4101        # which will block while the server waits for the next request.
4102        # So make sure the connection gets closed after the (only)
4103        # request.
4104        headers["Connection"] = "close"
4105        headers = dict((name.title(), val) for name, val in headers.items())
4106    
4107        if req._tunnel_host:
4108            tunnel_headers = {}
4109            proxy_auth_hdr = "Proxy-Authorization"
4110            if proxy_auth_hdr in headers:
4111                tunnel_headers[proxy_auth_hdr] = headers[proxy_auth_hdr]
4112                # Proxy-Authorization should not be sent to origin
4113                # server.
4114                del headers[proxy_auth_hdr]
4115            h.set_tunnel(req._tunnel_host, headers=tunnel_headers)
4116    
4117        try:
4118            try:
4119                h.request(req.get_method(), req.selector, req.data, headers,
4120                          encode_chunked=req.has_header('Transfer-encoding'))
4121            except OSError as err: # timeout error
4122>               raise URLError(err)
4123E               urllib.error.URLError: <urlopen error [Errno 110] Connection timed out>
4124
4125/opt/conda/lib/python3.6/urllib/request.py:1320: URLError
4126----------------------------- Captured stderr call -----------------------------
4127Downloading: "https://github.com/Xilinx/brevitas/releases/download/bnn_pynq-r0/cnv_2w2a-0702987f.pth" to /home/myroot/.cache/torch/checkpoints/cnv_2w2a-0702987f.pth
4128_____________________ TestEnd2End.test_streamline[cnv-1-1] _____________________
4129[gw3] linux -- Python 3.6.8 /opt/conda/bin/python
4130
4131self = <test_end2end_bnn_pynq.TestEnd2End object at 0x7f269426e160>
4132topology = 'cnv', wbits = 1, abits = 1
4133
4134    def test_streamline(self, topology, wbits, abits):
4135        prev_chkpt_name = get_checkpoint_name(topology, wbits, abits, "pre_post")
4136        model = load_test_checkpoint_or_skip(prev_chkpt_name)
4137        # move past any reshapes to be able to streamline input scaling
4138        model = model.transform(MoveScalarLinearPastInvariants())
4139        model = model.transform(Streamline())
4140        if "fc" not in topology:
4141            model = model.transform(LowerConvsToMatMul())
4142>           model = model.transform(MakeMaxPoolNHWC())
4143
4144tests/end2end/test_end2end_bnn_pynq.py:355: 
4145_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
4146../finn-base/src/finn/core/modelwrapper.py:140: in transform
4147    transformed_model
4148src/finn/transformation/streamline/reorder.py:582: in apply
4149    consumer = model.find_consumer(n.output[0])
4150../finn-base/src/finn/core/modelwrapper.py:342: in find_consumer
4151    all_inputs = [x.input[0] for x in self._model_proto.graph.node]
4152_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
4153
4154.0 = <iterator object at 0x7f26944e4f98>
4155
4156>   all_inputs = [x.input[0] for x in self._model_proto.graph.node]
4157E   IndexError: list index (0) out of range
4158
4159../finn-base/src/finn/core/modelwrapper.py:342: IndexError
4160________________ test_brevitas_fc_onnx_export_and_exec[LFC-1-1] ________________
4161[gw2] linux -- Python 3.6.8 /opt/conda/bin/python
4162
4163size = 'LFC', wbits = 1, abits = 1
4164
4165    @pytest.mark.parametrize("abits", [1, 2])
4166    # weight bits
4167    @pytest.mark.parametrize("wbits", [1, 2])
4168    # network topology / size
4169    @pytest.mark.parametrize("size", ["TFC", "SFC", "LFC"])
4170    def test_brevitas_fc_onnx_export_and_exec(size, wbits, abits):
4171        if size == "LFC" and wbits == 2 and abits == 2:
4172            pytest.skip("No LFC-w2a2 present at the moment")
4173        if wbits > abits:
4174            pytest.skip("No wbits > abits cases at the moment")
4175        nname = "%s_%dW%dA" % (size, wbits, abits)
4176        finn_onnx = export_onnx_path + "/%s.onnx" % nname
4177>       fc = get_test_model_trained(size, wbits, abits)
4178
4179tests/brevitas/test_brevitas_fc.py:62: 
4180_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
4181src/finn/util/test.py:74: in get_test_model_trained
4182    return get_test_model(netname, wbits, abits, pretrained=True)
4183src/finn/util/test.py:68: in get_test_model
4184    fc = model_def_fxn(pretrained)
4185../brevitas/brevitas_examples/bnn_pynq/models/__init__.py:108: in lfc_1w1a
4186    model, _ = model_with_cfg('lfc_1w1a', pretrained)
4187../brevitas/brevitas_examples/bnn_pynq/models/__init__.py:57: in model_with_cfg
4188    state_dict = hub.load_state_dict_from_url(checkpoint, progress=True, map_location='cpu')
4189/opt/conda/lib/python3.6/site-packages/torch/hub.py:433: in load_state_dict_from_url
4190    _download_url_to_file(url, cached_file, hash_prefix, progress=progress)
4191/opt/conda/lib/python3.6/site-packages/torch/hub.py:349: in _download_url_to_file
4192    u = urlopen(url)
4193/opt/conda/lib/python3.6/urllib/request.py:223: in urlopen
4194    return opener.open(url, data, timeout)
4195/opt/conda/lib/python3.6/urllib/request.py:526: in open
4196    response = self._open(req, data)
4197/opt/conda/lib/python3.6/urllib/request.py:544: in _open
4198    '_open', req)
4199/opt/conda/lib/python3.6/urllib/request.py:504: in _call_chain
4200    result = func(*args)
4201/opt/conda/lib/python3.6/urllib/request.py:1361: in https_open
4202    context=self._context, check_hostname=self._check_hostname)
4203/opt/conda/lib/python3.6/urllib/request.py:1321: in do_open
4204    r = h.getresponse()
4205/opt/conda/lib/python3.6/http/client.py:1331: in getresponse
4206    response.begin()
4207/opt/conda/lib/python3.6/http/client.py:297: in begin
4208    version, status, reason = self._read_status()
4209_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
4210
4211self = <http.client.HTTPResponse object at 0x7f4994f5f7f0>
4212
4213    def _read_status(self):
4214        line = str(self.fp.readline(_MAXLINE + 1), "iso-8859-1")
4215        if len(line) > _MAXLINE:
4216            raise LineTooLong("status line")
4217        if self.debuglevel > 0:
4218            print("reply:", repr(line))
4219        if not line:
4220            # Presumably, the server closed the connection before
4221            # sending a valid response.
4222>           raise RemoteDisconnected("Remote end closed connection without"
4223                                     " response")
4224E           http.client.RemoteDisconnected: Remote end closed connection without response
4225
4226/opt/conda/lib/python3.6/http/client.py:266: RemoteDisconnected
4227----------------------------- Captured stderr call -----------------------------
4228Downloading: "https://github.com/Xilinx/brevitas/releases/download/bnn_pynq-r1/lfc_1w1a-318d8bd9.pth" to /home/myroot/.cache/torch/checkpoints/lfc_1w1a-318d8bd9.pth
4229______________________________ test_sign_to_thres ______________________________
4230[gw1] linux -- Python 3.6.8 /opt/conda/bin/python
4231
4232    def test_sign_to_thres():
4233>       lfc = get_test_model_trained("LFC", 1, 1)
4234
4235tests/transformation/streamline/test_sign_to_thres.py:47: 
4236_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
4237src/finn/util/test.py:74: in get_test_model_trained
4238    return get_test_model(netname, wbits, abits, pretrained=True)
4239src/finn/util/test.py:68: in get_test_model
4240    fc = model_def_fxn(pretrained)
4241../brevitas/brevitas_examples/bnn_pynq/models/__init__.py:108: in lfc_1w1a
4242    model, _ = model_with_cfg('lfc_1w1a', pretrained)
4243../brevitas/brevitas_examples/bnn_pynq/models/__init__.py:57: in model_with_cfg
4244    state_dict = hub.load_state_dict_from_url(checkpoint, progress=True, map_location='cpu')
4245/opt/conda/lib/python3.6/site-packages/torch/hub.py:433: in load_state_dict_from_url
4246    _download_url_to_file(url, cached_file, hash_prefix, progress=progress)
4247/opt/conda/lib/python3.6/site-packages/torch/hub.py:349: in _download_url_to_file
4248    u = urlopen(url)
4249/opt/conda/lib/python3.6/urllib/request.py:223: in urlopen
4250    return opener.open(url, data, timeout)
4251/opt/conda/lib/python3.6/urllib/request.py:526: in open
4252    response = self._open(req, data)
4253/opt/conda/lib/python3.6/urllib/request.py:544: in _open
4254    '_open', req)
4255/opt/conda/lib/python3.6/urllib/request.py:504: in _call_chain
4256    result = func(*args)
4257/opt/conda/lib/python3.6/urllib/request.py:1361: in https_open
4258    context=self._context, check_hostname=self._check_hostname)
4259/opt/conda/lib/python3.6/urllib/request.py:1321: in do_open
4260    r = h.getresponse()
4261/opt/conda/lib/python3.6/http/client.py:1331: in getresponse
4262    response.begin()
4263/opt/conda/lib/python3.6/http/client.py:297: in begin
4264    version, status, reason = self._read_status()
4265_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
4266
4267self = <http.client.HTTPResponse object at 0x7fe1415f4a58>
4268
4269    def _read_status(self):
4270        line = str(self.fp.readline(_MAXLINE + 1), "iso-8859-1")
4271        if len(line) > _MAXLINE:
4272            raise LineTooLong("status line")
4273        if self.debuglevel > 0:
4274            print("reply:", repr(line))
4275        if not line:
4276            # Presumably, the server closed the connection before
4277            # sending a valid response.
4278>           raise RemoteDisconnected("Remote end closed connection without"
4279                                     " response")
4280E           http.client.RemoteDisconnected: Remote end closed connection without response
4281
4282/opt/conda/lib/python3.6/http/client.py:266: RemoteDisconnected
4283----------------------------- Captured stderr call -----------------------------
4284Downloading: "https://github.com/Xilinx/brevitas/releases/download/bnn_pynq-r1/lfc_1w1a-318d8bd9.pth" to /home/myroot/.cache/torch/checkpoints/lfc_1w1a-318d8bd9.pth
4285___________________________ test_infer_datatypes_lfc ___________________________
4286[gw0] linux -- Python 3.6.8 /opt/conda/bin/python
4287
4288self = <urllib.request.HTTPSHandler object at 0x7f03bf32dc18>
4289http_class = <class 'http.client.HTTPSConnection'>
4290req = <urllib.request.Request object at 0x7f03bcd83be0>
4291http_conn_args = {'check_hostname': None, 'context': None}, host = 'github.com'
4292h = <http.client.HTTPSConnection object at 0x7f03bcd83748>
4293
4294    def do_open(self, http_class, req, **http_conn_args):
4295        """Return an HTTPResponse object for the request, using http_class.
4296    
4297        http_class must implement the HTTPConnection API from http.client.
4298        """
4299        host = req.host
4300        if not host:
4301            raise URLError('no host given')
4302    
4303        # will parse host:port
4304        h = http_class(host, timeout=req.timeout, **http_conn_args)
4305        h.set_debuglevel(self._debuglevel)
4306    
4307        headers = dict(req.unredirected_hdrs)
4308        headers.update(dict((k, v) for k, v in req.headers.items()
4309                            if k not in headers))
4310    
4311        # TODO(jhylton): Should this be redesigned to handle
4312        # persistent connections?
4313    
4314        # We want to make an HTTP/1.1 request, but the addinfourl
4315        # class isn't prepared to deal with a persistent connection.
4316        # It will try to read all remaining data from the socket,
4317        # which will block while the server waits for the next request.
4318        # So make sure the connection gets closed after the (only)
4319        # request.
4320        headers["Connection"] = "close"
4321        headers = dict((name.title(), val) for name, val in headers.items())
4322    
4323        if req._tunnel_host:
4324            tunnel_headers = {}
4325            proxy_auth_hdr = "Proxy-Authorization"
4326            if proxy_auth_hdr in headers:
4327                tunnel_headers[proxy_auth_hdr] = headers[proxy_auth_hdr]
4328                # Proxy-Authorization should not be sent to origin
4329                # server.
4330                del headers[proxy_auth_hdr]
4331            h.set_tunnel(req._tunnel_host, headers=tunnel_headers)
4332    
4333        try:
4334            try:
4335                h.request(req.get_method(), req.selector, req.data, headers,
4336>                         encode_chunked=req.has_header('Transfer-encoding'))
4337
4338/opt/conda/lib/python3.6/urllib/request.py:1318: 
4339_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
4340
4341self = <http.client.HTTPSConnection object at 0x7f03bcd83748>, method = 'GET'
4342url = '/Xilinx/brevitas/releases/download/bnn_pynq-r1/lfc_1w1a-318d8bd9.pth'
4343body = None
4344headers = {'Connection': 'close', 'Host': 'github.com', 'User-Agent': 'Python-urllib/3.6'}
4345
4346    def request(self, method, url, body=None, headers={}, *,
4347                encode_chunked=False):
4348        """Send a complete request to the server."""
4349>       self._send_request(method, url, body, headers, encode_chunked)
4350
4351/opt/conda/lib/python3.6/http/client.py:1239: 
4352_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
4353
4354self = <http.client.HTTPSConnection object at 0x7f03bcd83748>, method = 'GET'
4355url = '/Xilinx/brevitas/releases/download/bnn_pynq-r1/lfc_1w1a-318d8bd9.pth'
4356body = None
4357headers = {'Connection': 'close', 'Host': 'github.com', 'User-Agent': 'Python-urllib/3.6'}
4358encode_chunked = False
4359
4360    def _send_request(self, method, url, body, headers, encode_chunked):
4361        # Honor explicitly requested Host: and Accept-Encoding: headers.
4362        header_names = frozenset(k.lower() for k in headers)
4363        skips = {}
4364        if 'host' in header_names:
4365            skips['skip_host'] = 1
4366        if 'accept-encoding' in header_names:
4367            skips['skip_accept_encoding'] = 1
4368    
4369        self.putrequest(method, url, **skips)
4370    
4371        # chunked encoding will happen if HTTP/1.1 is used and either
4372        # the caller passes encode_chunked=True or the following
4373        # conditions hold:
4374        # 1. content-length has not been explicitly set
4375        # 2. the body is a file or iterable, but not a str or bytes-like
4376        # 3. Transfer-Encoding has NOT been explicitly set by the caller
4377    
4378        if 'content-length' not in header_names:
4379            # only chunk body if not explicitly set for backwards
4380            # compatibility, assuming the client code is already handling the
4381            # chunking
4382            if 'transfer-encoding' not in header_names:
4383                # if content-length cannot be automatically determined, fall
4384                # back to chunked encoding
4385                encode_chunked = False
4386                content_length = self._get_content_length(body, method)
4387                if content_length is None:
4388                    if body is not None:
4389                        if self.debuglevel > 0:
4390                            print('Unable to determine size of %r' % body)
4391                        encode_chunked = True
4392                        self.putheader('Transfer-Encoding', 'chunked')
4393                else:
4394                    self.putheader('Content-Length', str(content_length))
4395        else:
4396            encode_chunked = False
4397    
4398        for hdr, value in headers.items():
4399            self.putheader(hdr, value)
4400        if isinstance(body, str):
4401            # RFC 2616 Section 3.7.1 says that text default has a
4402            # default charset of iso-8859-1.
4403            body = _encode(body, 'body')
4404>       self.endheaders(body, encode_chunked=encode_chunked)
4405
4406/opt/conda/lib/python3.6/http/client.py:1285: 
4407_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
4408
4409self = <http.client.HTTPSConnection object at 0x7f03bcd83748>
4410message_body = None
4411
4412    def endheaders(self, message_body=None, *, encode_chunked=False):
4413        """Indicate that the last header line has been sent to the server.
4414    
4415        This method sends the request to the server.  The optional message_body
4416        argument can be used to pass a message body associated with the
4417        request.
4418        """
4419        if self.__state == _CS_REQ_STARTED:
4420            self.__state = _CS_REQ_SENT
4421        else:
4422            raise CannotSendHeader()
4423>       self._send_output(message_body, encode_chunked=encode_chunked)
4424
4425/opt/conda/lib/python3.6/http/client.py:1234: 
4426_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
4427
4428self = <http.client.HTTPSConnection object at 0x7f03bcd83748>
4429message_body = None, encode_chunked = False
4430
4431    def _send_output(self, message_body=None, encode_chunked=False):
4432        """Send the currently buffered request and clear the buffer.
4433    
4434        Appends an extra \\r\\n to the buffer.
4435        A message_body may be specified, to be appended to the request.
4436        """
4437        self._buffer.extend((b"", b""))
4438        msg = b"\r\n".join(self._buffer)
4439        del self._buffer[:]
4440>       self.send(msg)
4441
4442/opt/conda/lib/python3.6/http/client.py:1026: 
4443_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
4444
4445self = <http.client.HTTPSConnection object at 0x7f03bcd83748>
4446data = b'GET /Xilinx/brevitas/releases/download/bnn_pynq-r1/lfc_1w1a-318d8bd9.pth HTTP/1.1\r\nAccept-Encoding: identity\r\nHost: github.com\r\nUser-Agent: Python-urllib/3.6\r\nConnection: close\r\n\r\n'
4447
4448    def send(self, data):
4449        """Send `data' to the server.
4450        ``data`` can be a string object, a bytes object, an array object, a
4451        file-like object that supports a .read() method, or an iterable object.
4452        """
4453    
4454        if self.sock is None:
4455            if self.auto_open:
4456>               self.connect()
4457
4458/opt/conda/lib/python3.6/http/client.py:964: 
4459_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
4460
4461self = <http.client.HTTPSConnection object at 0x7f03bcd83748>
4462
4463    def connect(self):
4464        "Connect to a host on a given (SSL) port."
4465    
4466>       super().connect()
4467
4468/opt/conda/lib/python3.6/http/client.py:1392: 
4469_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
4470
4471self = <http.client.HTTPSConnection object at 0x7f03bcd83748>
4472
4473    def connect(self):
4474        """Connect to the host and port specified in __init__."""
4475        self.sock = self._create_connection(
4476>           (self.host,self.port), self.timeout, self.source_address)
4477
4478/opt/conda/lib/python3.6/http/client.py:936: 
4479_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
4480
4481address = ('github.com', 443), timeout = <object object at 0x7f044734b680>
4482source_address = None
4483
4484    def create_connection(address, timeout=_GLOBAL_DEFAULT_TIMEOUT,
4485                          source_address=None):
4486        """Connect to *address* and return the socket object.
4487    
4488        Convenience function.  Connect to *address* (a 2-tuple ``(host,
4489        port)``) and return the socket object.  Passing the optional
4490        *timeout* parameter will set the timeout on the socket instance
4491        before attempting to connect.  If no *timeout* is supplied, the
4492        global default timeout setting returned by :func:`getdefaulttimeout`
4493        is used.  If *source_address* is set it must be a tuple of (host, port)
4494        for the socket to bind as a source address before making the connection.
4495        A host of '' or port 0 tells the OS to use the default.
4496        """
4497    
4498        host, port = address
4499        err = None
4500        for res in getaddrinfo(host, port, 0, SOCK_STREAM):
4501            af, socktype, proto, canonname, sa = res
4502            sock = None
4503            try:
4504                sock = socket(af, socktype, proto)
4505                if timeout is not _GLOBAL_DEFAULT_TIMEOUT:
4506                    sock.settimeout(timeout)
4507                if source_address:
4508                    sock.bind(source_address)
4509                sock.connect(sa)
4510                # Break explicitly a reference cycle
4511                err = None
4512                return sock
4513    
4514            except error as _:
4515                err = _
4516                if sock is not None:
4517                    sock.close()
4518    
4519        if err is not None:
4520>           raise err
4521
4522/opt/conda/lib/python3.6/socket.py:724: 
4523_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
4524
4525address = ('github.com', 443), timeout = <object object at 0x7f044734b680>
4526source_address = None
4527
4528    def create_connection(address, timeout=_GLOBAL_DEFAULT_TIMEOUT,
4529                          source_address=None):
4530        """Connect to *address* and return the socket object.
4531    
4532        Convenience function.  Connect to *address* (a 2-tuple ``(host,
4533        port)``) and return the socket object.  Passing the optional
4534        *timeout* parameter will set the timeout on the socket instance
4535        before attempting to connect.  If no *timeout* is supplied, the
4536        global default timeout setting returned by :func:`getdefaulttimeout`
4537        is used.  If *source_address* is set it must be a tuple of (host, port)
4538        for the socket to bind as a source address before making the connection.
4539        A host of '' or port 0 tells the OS to use the default.
4540        """
4541    
4542        host, port = address
4543        err = None
4544        for res in getaddrinfo(host, port, 0, SOCK_STREAM):
4545            af, socktype, proto, canonname, sa = res
4546            sock = None
4547            try:
4548                sock = socket(af, socktype, proto)
4549                if timeout is not _GLOBAL_DEFAULT_TIMEOUT:
4550                    sock.settimeout(timeout)
4551                if source_address:
4552                    sock.bind(source_address)
4553>               sock.connect(sa)
4554E               TimeoutError: [Errno 110] Connection timed out
4555
4556/opt/conda/lib/python3.6/socket.py:713: TimeoutError
4557
4558During handling of the above exception, another exception occurred:
4559
4560    def test_infer_datatypes_lfc():
4561>       lfc = get_test_model_trained("LFC", 1, 1)
4562
4563tests/transformation/test_infer_datatypes_lfc.py:45: 
4564_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
4565src/finn/util/test.py:74: in get_test_model_trained
4566    return get_test_model(netname, wbits, abits, pretrained=True)
4567src/finn/util/test.py:68: in get_test_model
4568    fc = model_def_fxn(pretrained)
4569../brevitas/brevitas_examples/bnn_pynq/models/__init__.py:108: in lfc_1w1a
4570    model, _ = model_with_cfg('lfc_1w1a', pretrained)
4571../brevitas/brevitas_examples/bnn_pynq/models/__init__.py:57: in model_with_cfg
4572    state_dict = hub.load_state_dict_from_url(checkpoint, progress=True, map_location='cpu')
4573/opt/conda/lib/python3.6/site-packages/torch/hub.py:433: in load_state_dict_from_url
4574    _download_url_to_file(url, cached_file, hash_prefix, progress=progress)
4575/opt/conda/lib/python3.6/site-packages/torch/hub.py:349: in _download_url_to_file
4576    u = urlopen(url)
4577/opt/conda/lib/python3.6/urllib/request.py:223: in urlopen
4578    return opener.open(url, data, timeout)
4579/opt/conda/lib/python3.6/urllib/request.py:526: in open
4580    response = self._open(req, data)
4581/opt/conda/lib/python3.6/urllib/request.py:544: in _open
4582    '_open', req)
4583/opt/conda/lib/python3.6/urllib/request.py:504: in _call_chain
4584    result = func(*args)
4585/opt/conda/lib/python3.6/urllib/request.py:1361: in https_open
4586    context=self._context, check_hostname=self._check_hostname)
4587_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
4588
4589self = <urllib.request.HTTPSHandler object at 0x7f03bf32dc18>
4590http_class = <class 'http.client.HTTPSConnection'>
4591req = <urllib.request.Request object at 0x7f03bcd83be0>
4592http_conn_args = {'check_hostname': None, 'context': None}, host = 'github.com'
4593h = <http.client.HTTPSConnection object at 0x7f03bcd83748>
4594
4595    def do_open(self, http_class, req, **http_conn_args):
4596        """Return an HTTPResponse object for the request, using http_class.
4597    
4598        http_class must implement the HTTPConnection API from http.client.
4599        """
4600        host = req.host
4601        if not host:
4602            raise URLError('no host given')
4603    
4604        # will parse host:port
4605        h = http_class(host, timeout=req.timeout, **http_conn_args)
4606        h.set_debuglevel(self._debuglevel)
4607    
4608        headers = dict(req.unredirected_hdrs)
4609        headers.update(dict((k, v) for k, v in req.headers.items()
4610                            if k not in headers))
4611    
4612        # TODO(jhylton): Should this be redesigned to handle
4613        # persistent connections?
4614    
4615        # We want to make an HTTP/1.1 request, but the addinfourl
4616        # class isn't prepared to deal with a persistent connection.
4617        # It will try to read all remaining data from the socket,
4618        # which will block while the server waits for the next request.
4619        # So make sure the connection gets closed after the (only)
4620        # request.
4621        headers["Connection"] = "close"
4622        headers = dict((name.title(), val) for name, val in headers.items())
4623    
4624        if req._tunnel_host:
4625            tunnel_headers = {}
4626            proxy_auth_hdr = "Proxy-Authorization"
4627            if proxy_auth_hdr in headers:
4628                tunnel_headers[proxy_auth_hdr] = headers[proxy_auth_hdr]
4629                # Proxy-Authorization should not be sent to origin
4630                # server.
4631                del headers[proxy_auth_hdr]
4632            h.set_tunnel(req._tunnel_host, headers=tunnel_headers)
4633    
4634        try:
4635            try:
4636                h.request(req.get_method(), req.selector, req.data, headers,
4637                          encode_chunked=req.has_header('Transfer-encoding'))
4638            except OSError as err: # timeout error
4639>               raise URLError(err)
4640E               urllib.error.URLError: <urlopen error [Errno 110] Connection timed out>
4641
4642/opt/conda/lib/python3.6/urllib/request.py:1320: URLError
4643----------------------------- Captured stderr call -----------------------------
4644Downloading: "https://github.com/Xilinx/brevitas/releases/download/bnn_pynq-r1/lfc_1w1a-318d8bd9.pth" to /home/myroot/.cache/torch/checkpoints/lfc_1w1a-318d8bd9.pth
4645_________________________ test_streamline_cnv[CNV-2-2] _________________________
4646[gw1] linux -- Python 3.6.8 /opt/conda/bin/python
4647
4648size = 'CNV', wbits = 2, abits = 2
4649
4650    @pytest.mark.parametrize("abits", [1, 2])
4651    # weight bits
4652    @pytest.mark.parametrize("wbits", [1, 2])
4653    # network topology / size
4654    @pytest.mark.parametrize("size", ["CNV"])
4655    def test_streamline_cnv(size, wbits, abits):
4656        if wbits > abits:
4657            pytest.skip("No wbits > abits cases at the moment")
4658        nname = "%s_%dW%dA" % (size, wbits, abits)
4659        finn_onnx = export_onnx_path + "/%s.onnx" % nname
4660>       fc = get_test_model_trained(size, wbits, abits)
4661
4662tests/transformation/streamline/test_streamline_cnv.py:61: 
4663_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
4664src/finn/util/test.py:74: in get_test_model_trained
4665    return get_test_model(netname, wbits, abits, pretrained=True)
4666src/finn/util/test.py:68: in get_test_model
4667    fc = model_def_fxn(pretrained)
4668../brevitas/brevitas_examples/bnn_pynq/models/__init__.py:73: in cnv_2w2a
4669    model, _ = model_with_cfg('cnv_2w2a', pretrained)
4670../brevitas/brevitas_examples/bnn_pynq/models/__init__.py:57: in model_with_cfg
4671    state_dict = hub.load_state_dict_from_url(checkpoint, progress=True, map_location='cpu')
4672/opt/conda/lib/python3.6/site-packages/torch/hub.py:433: in load_state_dict_from_url
4673    _download_url_to_file(url, cached_file, hash_prefix, progress=progress)
4674/opt/conda/lib/python3.6/site-packages/torch/hub.py:349: in _download_url_to_file
4675    u = urlopen(url)
4676/opt/conda/lib/python3.6/urllib/request.py:223: in urlopen
4677    return opener.open(url, data, timeout)
4678/opt/conda/lib/python3.6/urllib/request.py:526: in open
4679    response = self._open(req, data)
4680/opt/conda/lib/python3.6/urllib/request.py:544: in _open
4681    '_open', req)
4682/opt/conda/lib/python3.6/urllib/request.py:504: in _call_chain
4683    result = func(*args)
4684/opt/conda/lib/python3.6/urllib/request.py:1361: in https_open
4685    context=self._context, check_hostname=self._check_hostname)
4686/opt/conda/lib/python3.6/urllib/request.py:1321: in do_open
4687    r = h.getresponse()
4688/opt/conda/lib/python3.6/http/client.py:1331: in getresponse
4689    response.begin()
4690/opt/conda/lib/python3.6/http/client.py:297: in begin
4691    version, status, reason = self._read_status()
4692_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
4693
4694self = <http.client.HTTPResponse object at 0x7fe1413ace80>
4695
4696    def _read_status(self):
4697        line = str(self.fp.readline(_MAXLINE + 1), "iso-8859-1")
4698        if len(line) > _MAXLINE:
4699            raise LineTooLong("status line")
4700        if self.debuglevel > 0:
4701            print("reply:", repr(line))
4702        if not line:
4703            # Presumably, the server closed the connection before
4704            # sending a valid response.
4705>           raise RemoteDisconnected("Remote end closed connection without"
4706                                     " response")
4707E           http.client.RemoteDisconnected: Remote end closed connection without response
4708
4709/opt/conda/lib/python3.6/http/client.py:266: RemoteDisconnected
4710----------------------------- Captured stderr call -----------------------------
4711Downloading: "https://github.com/Xilinx/brevitas/releases/download/bnn_pynq-r0/cnv_2w2a-0702987f.pth" to /home/myroot/.cache/torch/checkpoints/cnv_2w2a-0702987f.pth
4712_________________________ test_streamline_fc[TFC-1-2] __________________________
4713[gw0] linux -- Python 3.6.8 /opt/conda/bin/python
4714
4715self = <urllib.request.HTTPSHandler object at 0x7f03bf32dc18>
4716http_class = <class 'http.client.HTTPSConnection'>
4717req = <urllib.request.Request object at 0x7f03bd88cd30>
4718http_conn_args = {'check_hostname': None, 'context': None}, host = 'github.com'
4719h = <http.client.HTTPSConnection object at 0x7f03bd88cc88>
4720
4721    def do_open(self, http_class, req, **http_conn_args):
4722        """Return an HTTPResponse object for the request, using http_class.
4723    
4724        http_class must implement the HTTPConnection API from http.client.
4725        """
4726        host = req.host
4727        if not host:
4728            raise URLError('no host given')
4729    
4730        # will parse host:port
4731        h = http_class(host, timeout=req.timeout, **http_conn_args)
4732        h.set_debuglevel(self._debuglevel)
4733    
4734        headers = dict(req.unredirected_hdrs)
4735        headers.update(dict((k, v) for k, v in req.headers.items()
4736                            if k not in headers))
4737    
4738        # TODO(jhylton): Should this be redesigned to handle
4739        # persistent connections?
4740    
4741        # We want to make an HTTP/1.1 request, but the addinfourl
4742        # class isn't prepared to deal with a persistent connection.
4743        # It will try to read all remaining data from the socket,
4744        # which will block while the server waits for the next request.
4745        # So make sure the connection gets closed after the (only)
4746        # request.
4747        headers["Connection"] = "close"
4748        headers = dict((name.title(), val) for name, val in headers.items())
4749    
4750        if req._tunnel_host:
4751            tunnel_headers = {}
4752            proxy_auth_hdr = "Proxy-Authorization"
4753            if proxy_auth_hdr in headers:
4754                tunnel_headers[proxy_auth_hdr] = headers[proxy_auth_hdr]
4755                # Proxy-Authorization should not be sent to origin
4756                # server.
4757                del headers[proxy_auth_hdr]
4758            h.set_tunnel(req._tunnel_host, headers=tunnel_headers)
4759    
4760        try:
4761            try:
4762                h.request(req.get_method(), req.selector, req.data, headers,
4763>                         encode_chunked=req.has_header('Transfer-encoding'))
4764
4765/opt/conda/lib/python3.6/urllib/request.py:1318: 
4766_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
4767
4768self = <http.client.HTTPSConnection object at 0x7f03bd88cc88>, method = 'GET'
4769url = '/Xilinx/brevitas/releases/download/bnn_pynq-r1/tfc_1w2a-70748896.pth'
4770body = None
4771headers = {'Connection': 'close', 'Host': 'github.com', 'User-Agent': 'Python-urllib/3.6'}
4772
4773    def request(self, method, url, body=None, headers={}, *,
4774                encode_chunked=False):
4775        """Send a complete request to the server."""
4776>       self._send_request(method, url, body, headers, encode_chunked)
4777
4778/opt/conda/lib/python3.6/http/client.py:1239: 
4779_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
4780
4781self = <http.client.HTTPSConnection object at 0x7f03bd88cc88>, method = 'GET'
4782url = '/Xilinx/brevitas/releases/download/bnn_pynq-r1/tfc_1w2a-70748896.pth'
4783body = None
4784headers = {'Connection': 'close', 'Host': 'github.com', 'User-Agent': 'Python-urllib/3.6'}
4785encode_chunked = False
4786
4787    def _send_request(self, method, url, body, headers, encode_chunked):
4788        # Honor explicitly requested Host: and Accept-Encoding: headers.
4789        header_names = frozenset(k.lower() for k in headers)
4790        skips = {}
4791        if 'host' in header_names:
4792            skips['skip_host'] = 1
4793        if 'accept-encoding' in header_names:
4794            skips['skip_accept_encoding'] = 1
4795    
4796        self.putrequest(method, url, **skips)
4797    
4798        # chunked encoding will happen if HTTP/1.1 is used and either
4799        # the caller passes encode_chunked=True or the following
4800        # conditions hold:
4801        # 1. content-length has not been explicitly set
4802        # 2. the body is a file or iterable, but not a str or bytes-like
4803        # 3. Transfer-Encoding has NOT been explicitly set by the caller
4804    
4805        if 'content-length' not in header_names:
4806            # only chunk body if not explicitly set for backwards
4807            # compatibility, assuming the client code is already handling the
4808            # chunking
4809            if 'transfer-encoding' not in header_names:
4810                # if content-length cannot be automatically determined, fall
4811                # back to chunked encoding
4812                encode_chunked = False
4813                content_length = self._get_content_length(body, method)
4814                if content_length is None:
4815                    if body is not None:
4816                        if self.debuglevel > 0:
4817                            print('Unable to determine size of %r' % body)
4818                        encode_chunked = True
4819                        self.putheader('Transfer-Encoding', 'chunked')
4820                else:
4821                    self.putheader('Content-Length', str(content_length))
4822        else:
4823            encode_chunked = False
4824    
4825        for hdr, value in headers.items():
4826            self.putheader(hdr, value)
4827        if isinstance(body, str):
4828            # RFC 2616 Section 3.7.1 says that text default has a
4829            # default charset of iso-8859-1.
4830            body = _encode(body, 'body')
4831>       self.endheaders(body, encode_chunked=encode_chunked)
4832
4833/opt/conda/lib/python3.6/http/client.py:1285: 
4834_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
4835
4836self = <http.client.HTTPSConnection object at 0x7f03bd88cc88>
4837message_body = None
4838
4839    def endheaders(self, message_body=None, *, encode_chunked=False):
4840        """Indicate that the last header line has been sent to the server.
4841    
4842        This method sends the request to the server.  The optional message_body
4843        argument can be used to pass a message body associated with the
4844        request.
4845        """
4846        if self.__state == _CS_REQ_STARTED:
4847            self.__state = _CS_REQ_SENT
4848        else:
4849            raise CannotSendHeader()
4850>       self._send_output(message_body, encode_chunked=encode_chunked)
4851
4852/opt/conda/lib/python3.6/http/client.py:1234: 
4853_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
4854
4855self = <http.client.HTTPSConnection object at 0x7f03bd88cc88>
4856message_body = None, encode_chunked = False
4857
4858    def _send_output(self, message_body=None, encode_chunked=False):
4859        """Send the currently buffered request and clear the buffer.
4860    
4861        Appends an extra \\r\\n to the buffer.
4862        A message_body may be specified, to be appended to the request.
4863        """
4864        self._buffer.extend((b"", b""))
4865        msg = b"\r\n".join(self._buffer)
4866        del self._buffer[:]
4867>       self.send(msg)
4868
4869/opt/conda/lib/python3.6/http/client.py:1026: 
4870_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
4871
4872self = <http.client.HTTPSConnection object at 0x7f03bd88cc88>
4873data = b'GET /Xilinx/brevitas/releases/download/bnn_pynq-r1/tfc_1w2a-70748896.pth HTTP/1.1\r\nAccept-Encoding: identity\r\nHost: github.com\r\nUser-Agent: Python-urllib/3.6\r\nConnection: close\r\n\r\n'
4874
4875    def send(self, data):
4876        """Send `data' to the server.
4877        ``data`` can be a string object, a bytes object, an array object, a
4878        file-like object that supports a .read() method, or an iterable object.
4879        """
4880    
4881        if self.sock is None:
4882            if self.auto_open:
4883>               self.connect()
4884
4885/opt/conda/lib/python3.6/http/client.py:964: 
4886_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
4887
4888self = <http.client.HTTPSConnection object at 0x7f03bd88cc88>
4889
4890    def connect(self):
4891        "Connect to a host on a given (SSL) port."
4892    
4893>       super().connect()
4894
4895/opt/conda/lib/python3.6/http/client.py:1392: 
4896_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
4897
4898self = <http.client.HTTPSConnection object at 0x7f03bd88cc88>
4899
4900    def connect(self):
4901        """Connect to the host and port specified in __init__."""
4902        self.sock = self._create_connection(
4903>           (self.host,self.port), self.timeout, self.source_address)
4904
4905/opt/conda/lib/python3.6/http/client.py:936: 
4906_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
4907
4908address = ('github.com', 443), timeout = <object object at 0x7f044734b680>
4909source_address = None
4910
4911    def create_connection(address, timeout=_GLOBAL_DEFAULT_TIMEOUT,
4912                          source_address=None):
4913        """Connect to *address* and return the socket object.
4914    
4915        Convenience function.  Connect to *address* (a 2-tuple ``(host,
4916        port)``) and return the socket object.  Passing the optional
4917        *timeout* parameter will set the timeout on the socket instance
4918        before attempting to connect.  If no *timeout* is supplied, the
4919        global default timeout setting returned by :func:`getdefaulttimeout`
4920        is used.  If *source_address* is set it must be a tuple of (host, port)
4921        for the socket to bind as a source address before making the connection.
4922        A host of '' or port 0 tells the OS to use the default.
4923        """
4924    
4925        host, port = address
4926        err = None
4927        for res in getaddrinfo(host, port, 0, SOCK_STREAM):
4928            af, socktype, proto, canonname, sa = res
4929            sock = None
4930            try:
4931                sock = socket(af, socktype, proto)
4932                if timeout is not _GLOBAL_DEFAULT_TIMEOUT:
4933                    sock.settimeout(timeout)
4934                if source_address:
4935                    sock.bind(source_address)
4936                sock.connect(sa)
4937                # Break explicitly a reference cycle
4938                err = None
4939                return sock
4940    
4941            except error as _:
4942                err = _
4943                if sock is not None:
4944                    sock.close()
4945    
4946        if err is not None:
4947>           raise err
4948
4949/opt/conda/lib/python3.6/socket.py:724: 
4950_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
4951
4952address = ('github.com', 443), timeout = <object object at 0x7f044734b680>
4953source_address = None
4954
4955    def create_connection(address, timeout=_GLOBAL_DEFAULT_TIMEOUT,
4956                          source_address=None):
4957        """Connect to *address* and return the socket object.
4958    
4959        Convenience function.  Connect to *address* (a 2-tuple ``(host,
4960        port)``) and return the socket object.  Passing the optional
4961        *timeout* parameter will set the timeout on the socket instance
4962        before attempting to connect.  If no *timeout* is supplied, the
4963        global default timeout setting returned by :func:`getdefaulttimeout`
4964        is used.  If *source_address* is set it must be a tuple of (host, port)
4965        for the socket to bind as a source address before making the connection.
4966        A host of '' or port 0 tells the OS to use the default.
4967        """
4968    
4969        host, port = address
4970        err = None
4971        for res in getaddrinfo(host, port, 0, SOCK_STREAM):
4972            af, socktype, proto, canonname, sa = res
4973            sock = None
4974            try:
4975                sock = socket(af, socktype, proto)
4976                if timeout is not _GLOBAL_DEFAULT_TIMEOUT:
4977                    sock.settimeout(timeout)
4978                if source_address:
4979                    sock.bind(source_address)
4980>               sock.connect(sa)
4981E               TimeoutError: [Errno 110] Connection timed out
4982
4983/opt/conda/lib/python3.6/socket.py:713: TimeoutError
4984
4985During handling of the above exception, another exception occurred:
4986
4987size = 'TFC', wbits = 1, abits = 2
4988
4989    @pytest.mark.parametrize("abits", [1, 2])
4990    # weight bits
4991    @pytest.mark.parametrize("wbits", [1, 2])
4992    # network topology / size
4993    @pytest.mark.parametrize("size", ["TFC", "SFC", "LFC"])
4994    def test_streamline_fc(size, wbits, abits):
4995        if size == "LFC" and wbits == 2 and abits == 2:
4996            pytest.skip("No LFC-w2a2 present at the moment")
4997        if wbits > abits:
4998            pytest.skip("No wbits > abits cases at the moment")
4999        nname = "%s_%dW%dA" % (size, wbits, abits)
5000        finn_onnx = export_onnx_path + "/%s.onnx" % nname
5001>       fc = get_test_model_trained(size, wbits, abits)
5002
5003tests/transformation/streamline/test_streamline_fc.py:66: 
5004_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
5005src/finn/util/test.py:74: in get_test_model_trained
5006    return get_test_model(netname, wbits, abits, pretrained=True)
5007src/finn/util/test.py:68: in get_test_model
5008    fc = model_def_fxn(pretrained)
5009../brevitas/brevitas_examples/bnn_pynq/models/__init__.py:98: in tfc_1w2a
5010    model, _ = model_with_cfg('tfc_1w2a', pretrained)
5011../brevitas/brevitas_examples/bnn_pynq/models/__init__.py:57: in model_with_cfg
5012    state_dict = hub.load_state_dict_from_url(checkpoint, progress=True, map_location='cpu')
5013/opt/conda/lib/python3.6/site-packages/torch/hub.py:433: in load_state_dict_from_url
5014    _download_url_to_file(url, cached_file, hash_prefix, progress=progress)
5015/opt/conda/lib/python3.6/site-packages/torch/hub.py:349: in _download_url_to_file
5016    u = urlopen(url)
5017/opt/conda/lib/python3.6/urllib/request.py:223: in urlopen
5018    return opener.open(url, data, timeout)
5019/opt/conda/lib/python3.6/urllib/request.py:526: in open
5020    response = self._open(req, data)
5021/opt/conda/lib/python3.6/urllib/request.py:544: in _open
5022    '_open', req)
5023/opt/conda/lib/python3.6/urllib/request.py:504: in _call_chain
5024    result = func(*args)
5025/opt/conda/lib/python3.6/urllib/request.py:1361: in https_open
5026    context=self._context, check_hostname=self._check_hostname)
5027_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
5028
5029self = <urllib.request.HTTPSHandler object at 0x7f03bf32dc18>
5030http_class = <class 'http.client.HTTPSConnection'>
5031req = <urllib.request.Request object at 0x7f03bd88cd30>
5032http_conn_args = {'check_hostname': None, 'context': None}, host = 'github.com'
5033h = <http.client.HTTPSConnection object at 0x7f03bd88cc88>
5034
5035    def do_open(self, http_class, req, **http_conn_args):
5036        """Return an HTTPResponse object for the request, using http_class.
5037    
5038        http_class must implement the HTTPConnection API from http.client.
5039        """
5040        host = req.host
5041        if not host:
5042            raise URLError('no host given')
5043    
5044        # will parse host:port
5045        h = http_class(host, timeout=req.timeout, **http_conn_args)
5046        h.set_debuglevel(self._debuglevel)
5047    
5048        headers = dict(req.unredirected_hdrs)
5049        headers.update(dict((k, v) for k, v in req.headers.items()
5050                            if k not in headers))
5051    
5052        # TODO(jhylton): Should this be redesigned to handle
5053        # persistent connections?
5054    
5055        # We want to make an HTTP/1.1 request, but the addinfourl
5056        # class isn't prepared to deal with a persistent connection.
5057        # It will try to read all remaining data from the socket,
5058        # which will block while the server waits for the next request.
5059        # So make sure the connection gets closed after the (only)
5060        # request.
5061        headers["Connection"] = "close"
5062        headers = dict((name.title(), val) for name, val in headers.items())
5063    
5064        if req._tunnel_host:
5065            tunnel_headers = {}
5066            proxy_auth_hdr = "Proxy-Authorization"
5067            if proxy_auth_hdr in headers:
5068                tunnel_headers[proxy_auth_hdr] = headers[proxy_auth_hdr]
5069                # Proxy-Authorization should not be sent to origin
5070                # server.
5071                del headers[proxy_auth_hdr]
5072            h.set_tunnel(req._tunnel_host, headers=tunnel_headers)
5073    
5074        try:
5075            try:
5076                h.request(req.get_method(), req.selector, req.data, headers,
5077                          encode_chunked=req.has_header('Transfer-encoding'))
5078            except OSError as err: # timeout error
5079>               raise URLError(err)
5080E               urllib.error.URLError: <urlopen error [Errno 110] Connection timed out>
5081
5082/opt/conda/lib/python3.6/urllib/request.py:1320: URLError
5083----------------------------- Captured stderr call -----------------------------
5084Downloading: "https://github.com/Xilinx/brevitas/releases/download/bnn_pynq-r1/tfc_1w2a-70748896.pth" to /home/myroot/.cache/torch/checkpoints/tfc_1w2a-70748896.pth
5085=============================== warnings summary ===============================
5086../brevitas/brevitas/__init__.py:1
5087../brevitas/brevitas/__init__.py:1
5088../brevitas/brevitas/__init__.py:1
5089../brevitas/brevitas/__init__.py:1
5090  /workspace/brevitas/brevitas/__init__.py:1: DeprecationWarning: the imp module is deprecated in favour of importlib; see the module's documentation for alternative uses
5091    import imp
5092
5093tests/brevitas/test_brevitas_avg_pool_export.py: 28 warnings
5094  /workspace/finn-base/src/finn/util/basic.py:380: UserWarning: The values of tensor 2 can't be represented with the set FINN datatype (DataType.UINT4), they will be rounded to match the FINN datatype.
5095    "FINN datatype.".format(tensor, dtype)
5096
5097tests/brevitas/test_brevitas_avg_pool_export.py: 24 warnings
5098  /workspace/finn-base/src/finn/util/basic.py:380: UserWarning: The values of tensor 2 can't be represented with the set FINN datatype (DataType.INT4), they will be rounded to match the FINN datatype.
5099    "FINN datatype.".format(tensor, dtype)
5100
5101tests/brevitas/test_brevitas_avg_pool_export.py: 32 warnings
5102  /workspace/finn-base/src/finn/util/basic.py:380: UserWarning: The values of tensor 2 can't be represented with the set FINN datatype (DataType.UINT8), they will be rounded to match the FINN datatype.
5103    "FINN datatype.".format(tensor, dtype)
5104
5105tests/brevitas/test_brevitas_avg_pool_export.py: 32 warnings
5106  /workspace/finn-base/src/finn/util/basic.py:380: UserWarning: The values of tensor 2 can't be represented with the set FINN datatype (DataType.INT8), they will be rounded to match the FINN datatype.
5107    "FINN datatype.".format(tensor, dtype)
5108
5109tests/brevitas/test_brevitas_avg_pool_export.py: 32 warnings
5110  /workspace/finn-base/src/finn/util/basic.py:380: UserWarning: The values of tensor 2 can't be represented with the set FINN datatype (DataType.UINT16), they will be rounded to match the FINN datatype.
5111    "FINN datatype.".format(tensor, dtype)
5112
5113tests/brevitas/test_brevitas_avg_pool_export.py: 31 warnings
5114  /workspace/finn-base/src/finn/util/basic.py:380: UserWarning: The values of tensor 2 can't be represented with the set FINN datatype (DataType.INT16), they will be rounded to match the FINN datatype.
5115    "FINN datatype.".format(tensor, dtype)
5116
5117tests/brevitas/test_brevitas_debug.py: 1 warning
5118tests/brevitas/test_brevitas_fc.py: 5 warnings
5119tests/end2end/test_end2end_bnn_pynq.py: 2 warnings
5120tests/transformation/streamline/test_streamline_fc.py: 7 warnings
5121  /workspace/brevitas/brevitas_examples/bnn_pynq/models/FC.py:84: TracerWarning: torch.tensor results are registered as constants in the trace. You can safely ignore this warning if you use this function to create tensors out of constant variables that would be the same every time you call this function. In any other case, this might cause the trace to be incorrect.
5122    x = 2.0 * x - torch.tensor([1.0], device=x.device)
5123
5124tests/brevitas/test_brevitas_cnv.py::test_brevitas_cnv_export_exec[1-1]
5125tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_export[cnv-1-1]
5126tests/transformation/test_batchnorm_to_affine_bnn_pynq.py::test_batchnorm_to_affine_cnv_w1a1
5127tests/transformation/test_infer_data_layouts_cnv.py::test_infer_data_layouts_cnv
5128tests/transformation/streamline/test_streamline_cnv.py::test_streamline_cnv[CNV-1-1]
5129tests/transformation/streamline/test_streamline_cnv.py::test_streamline_cnv[CNV-1-2]
5130  /workspace/brevitas/brevitas_examples/bnn_pynq/models/CNV.py:106: TracerWarning: torch.tensor results are registered as constants in the trace. You can safely ignore this warning if you use this function to create tensors out of constant variables that would be the same every time you call this function. In any other case, this might cause the trace to be incorrect.
5131    x = 2.0 * x - torch.tensor([1.0], device=x.device)
5132
5133tests/brevitas/test_brevitas_mobilenet.py::test_brevitas_mobilenet
5134tests/end2end/test_end2end_mobilenet_v1.py::test_end2end_mobilenet_export
5135  /workspace/finn/src/finn/util/pytorch.py:42: TracerWarning: torch.tensor results are registered as constants in the trace. You can safely ignore this warning if you use this function to create tensors out of constant variables that would be the same every time you call this function. In any other case, this might cause the trace to be incorrect.
5136    x = x - torch.tensor(self.mean, device=x.device).reshape(1, self.channels, 1, 1)
5137
5138tests/brevitas/test_brevitas_mobilenet.py::test_brevitas_mobilenet
5139tests/end2end/test_end2end_mobilenet_v1.py::test_end2end_mobilenet_tidy_and_merge_with_preproc
5140tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_add_pre_and_postproc[tfc-1-1]
5141tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_add_pre_and_postproc[tfc-2-2]
5142tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_add_pre_and_postproc[cnv-1-1]
5143tests/transformation/test_infer_data_layouts_cnv.py::test_infer_data_layouts_cnv
5144  /workspace/finn-base/src/finn/transformation/infer_data_layouts.py:114: UserWarning: Assuming 4D input is NCHW
5145    warnings.warn("Assuming 4D input is NCHW")
5146
5147tests/brevitas/test_brevitas_mobilenet.py::test_brevitas_mobilenet
5148  /workspace/finn-base/src/finn/util/basic.py:380: UserWarning: The values of tensor Div_2_out0 can't be represented with the set FINN datatype (DataType.UINT4), they will be rounded to match the FINN datatype.
5149    "FINN datatype.".format(tensor, dtype)
5150
5151tests/end2end/test_end2end_mobilenet_v1.py::test_end2end_mobilenet_convert_to_hls_layers
5152  /workspace/finn/src/finn/util/test.py:102: UserWarning: /tmp/finn_dev_myroot/end2end_mobilenet_lowered.onnx not found from previous test step, skipping
5153    warnings.warn(filename + " not found from previous test step, skipping")
5154
5155tests/end2end/test_end2end_mobilenet_v1.py::test_end2end_mobilenet_folding
5156  /workspace/finn/src/finn/util/test.py:102: UserWarning: /tmp/finn_dev_myroot/end2end_mobilenet_hls_layers.onnx not found from previous test step, skipping
5157    warnings.warn(filename + " not found from previous test step, skipping")
5158
5159tests/end2end/test_end2end_mobilenet_v1.py::test_end2end_mobilenet_create_dataflow_partition
5160  /workspace/finn/src/finn/util/test.py:102: UserWarning: /tmp/finn_dev_myroot/end2end_mobilenet_folded.onnx not found from previous test step, skipping
5161    warnings.warn(filename + " not found from previous test step, skipping")
5162
5163tests/fpgadataflow/test_fpgadataflow_ipstitch.py::test_fpgadataflow_ipstitch_iodma_floorplan
5164  /workspace/finn-base/src/finn/transformation/infer_data_layouts.py:119: UserWarning: Assuming 2D input is NC
5165    warnings.warn("Assuming 2D input is NC")
5166
5167tests/fpgadataflow/test_fpgadataflow_ipstitch.py::test_fpgadataflow_ipstitch_iodma_floorplan
5168  /workspace/finn/src/finn/transformation/fpgadataflow/floorplan.py:105: UserWarning: 3 nodes have no entry in the provided floorplan and no default value was set
5169    + "and no default value was set"
5170
5171tests/transformation/streamline/test_move_flatten_past_affine.py::test_move_flatten_past_affine[1-data_layout1]
5172tests/transformation/streamline/test_move_flatten_past_affine.py::test_move_flatten_past_affine[2-data_layout1]
5173  /workspace/finn/src/finn/transformation/streamline/reorder.py:856: UserWarning: The Transformation can only be performed on
5174                              operations that operate on data layout NHWC.
5175    operations that operate on data layout NHWC."""
5176
5177tests/transformation/streamline/test_move_flatten_past_topk.py::test_move_flatten_past_affine[1-data_layout1]
5178tests/transformation/streamline/test_move_flatten_past_topk.py::test_move_flatten_past_affine[2-data_layout1]
5179  /workspace/finn/src/finn/transformation/streamline/reorder.py:777: UserWarning: Transformation can't be applied. The input
5180                              to flatten has to have DataLayout.NHWC
5181    to flatten has to have DataLayout.NHWC"""
5182
5183tests/transformation/streamline/test_move_maxpool_past_multithreshold.py::test_move_maxpool_past_multithreshold
5184  /workspace/finn/src/finn/transformation/streamline/reorder.py:714: UserWarning: Skipping padded MaxPool + signed-output MultiThreshold
5185    "Skipping padded MaxPool + signed-output MultiThreshold"
5186
5187tests/transformation/streamline/test_move_maxpool_past_multithreshold.py::test_move_maxpool_past_multithreshold
5188  /workspace/finn-base/src/finn/util/basic.py:380: UserWarning: The values of tensor t2 can't be represented with the set FINN datatype (DataType.BIPOLAR), they will be rounded to match the FINN datatype.
5189    "FINN datatype.".format(tensor, dtype)
5190
5191tests/transformation/streamline/test_move_transpose_past_scalar_mul.py::test_move_transpose_past_scalar_mul[None-True-perm0]
5192tests/transformation/streamline/test_move_transpose_past_scalar_mul.py::test_move_transpose_past_scalar_mul[None-True-perm1]
5193tests/transformation/streamline/test_move_transpose_past_scalar_mul.py::test_move_transpose_past_scalar_mul[None-True-perm2]
5194tests/transformation/streamline/test_move_transpose_past_scalar_mul.py::test_move_transpose_past_scalar_mul[None-False-perm0]
5195tests/transformation/streamline/test_move_transpose_past_scalar_mul.py::test_move_transpose_past_scalar_mul[None-False-perm1]
5196tests/transformation/streamline/test_move_transpose_past_scalar_mul.py::test_move_transpose_past_scalar_mul[None-False-perm2]
5197  /workspace/finn/src/finn/transformation/streamline/reorder.py:944: UserWarning: Datalayout is not set for tensors.
5198                              Transformation can't be applied.
5199    Transformation can't be applied."""
5200
5201tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_import_and_tidy[tfc-1-2]
5202  /workspace/finn/src/finn/util/test.py:102: UserWarning: /tmp/finn_dev_myroot/end2end_tfc_w2a1_export.onnx not found from previous test step, skipping
5203    warnings.warn(filename + " not found from previous test step, skipping")
5204
5205tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_import_and_tidy[tfc-2-1]
5206  /workspace/finn/src/finn/util/test.py:102: UserWarning: /tmp/finn_dev_myroot/end2end_tfc_w1a2_export.onnx not found from previous test step, skipping
5207    warnings.warn(filename + " not found from previous test step, skipping")
5208
5209tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_import_and_tidy[cnv-1-2]
5210  /workspace/finn/src/finn/util/test.py:102: UserWarning: /tmp/finn_dev_myroot/end2end_cnv_w2a1_export.onnx not found from previous test step, skipping
5211    warnings.warn(filename + " not found from previous test step, skipping")
5212
5213tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_import_and_tidy[cnv-2-1]
5214  /workspace/finn/src/finn/util/test.py:102: UserWarning: /tmp/finn_dev_myroot/end2end_cnv_w1a2_export.onnx not found from previous test step, skipping
5215    warnings.warn(filename + " not found from previous test step, skipping")
5216
5217tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_import_and_tidy[cnv-2-2]
5218  /workspace/finn/src/finn/util/test.py:102: UserWarning: /tmp/finn_dev_myroot/end2end_cnv_w2a2_export.onnx not found from previous test step, skipping
5219    warnings.warn(filename + " not found from previous test step, skipping")
5220
5221tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_add_pre_and_postproc[tfc-1-2]
5222  /workspace/finn/src/finn/util/test.py:102: UserWarning: /tmp/finn_dev_myroot/end2end_tfc_w2a1_import_and_tidy.onnx not found from previous test step, skipping
5223    warnings.warn(filename + " not found from previous test step, skipping")
5224
5225tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_add_pre_and_postproc[tfc-2-1]
5226  /workspace/finn/src/finn/util/test.py:102: UserWarning: /tmp/finn_dev_myroot/end2end_tfc_w1a2_import_and_tidy.onnx not found from previous test step, skipping
5227    warnings.warn(filename + " not found from previous test step, skipping")
5228
5229tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_add_pre_and_postproc[cnv-1-2]
5230  /workspace/finn/src/finn/util/test.py:102: UserWarning: /tmp/finn_dev_myroot/end2end_cnv_w2a1_import_and_tidy.onnx not found from previous test step, skipping
5231    warnings.warn(filename + " not found from previous test step, skipping")
5232
5233tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_add_pre_and_postproc[cnv-2-1]
5234  /workspace/finn/src/finn/util/test.py:102: UserWarning: /tmp/finn_dev_myroot/end2end_cnv_w1a2_import_and_tidy.onnx not found from previous test step, skipping
5235    warnings.warn(filename + " not found from previous test step, skipping")
5236
5237tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_add_pre_and_postproc[cnv-2-2]
5238  /workspace/finn/src/finn/util/test.py:102: UserWarning: /tmp/finn_dev_myroot/end2end_cnv_w2a2_import_and_tidy.onnx not found from previous test step, skipping
5239    warnings.warn(filename + " not found from previous test step, skipping")
5240
5241tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_streamline[tfc-1-2]
5242  /workspace/finn/src/finn/util/test.py:102: UserWarning: /tmp/finn_dev_myroot/end2end_tfc_w2a1_pre_post.onnx not found from previous test step, skipping
5243    warnings.warn(filename + " not found from previous test step, skipping")
5244
5245tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_streamline[tfc-2-1]
5246  /workspace/finn/src/finn/util/test.py:102: UserWarning: /tmp/finn_dev_myroot/end2end_tfc_w1a2_pre_post.onnx not found from previous test step, skipping
5247    warnings.warn(filename + " not found from previous test step, skipping")
5248
5249tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_streamline[cnv-1-2]
5250  /workspace/finn/src/finn/util/test.py:102: UserWarning: /tmp/finn_dev_myroot/end2end_cnv_w2a1_pre_post.onnx not found from previous test step, skipping
5251    warnings.warn(filename + " not found from previous test step, skipping")
5252
5253tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_streamline[cnv-2-1]
5254  /workspace/finn/src/finn/util/test.py:102: UserWarning: /tmp/finn_dev_myroot/end2end_cnv_w1a2_pre_post.onnx not found from previous test step, skipping
5255    warnings.warn(filename + " not found from previous test step, skipping")
5256
5257tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_streamline[cnv-2-2]
5258  /workspace/finn/src/finn/util/test.py:102: UserWarning: /tmp/finn_dev_myroot/end2end_cnv_w2a2_pre_post.onnx not found from previous test step, skipping
5259    warnings.warn(filename + " not found from previous test step, skipping")
5260
5261tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_convert_to_hls_layers[tfc-1-1]
5262  /workspace/finn/src/finn/custom_op/fpgadataflow/thresholding_batch.py:137: UserWarning: inputDataType changing for : DataType.UINT32 -> DataType.UINT16 
5263    warnings.warn(warn_str)
5264
5265tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_convert_to_hls_layers[tfc-1-1]
5266  /workspace/finn/src/finn/custom_op/fpgadataflow/thresholding_batch.py:137: UserWarning: inputDataType changing for : DataType.UINT32 -> DataType.UINT8 
5267    warnings.warn(warn_str)
5268
5269tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_convert_to_hls_layers[tfc-1-2]
5270  /workspace/finn/src/finn/util/test.py:102: UserWarning: /tmp/finn_dev_myroot/end2end_tfc_w2a1_streamline.onnx not found from previous test step, skipping
5271    warnings.warn(filename + " not found from previous test step, skipping")
5272
5273tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_convert_to_hls_layers[tfc-2-1]
5274  /workspace/finn/src/finn/util/test.py:102: UserWarning: /tmp/finn_dev_myroot/end2end_tfc_w1a2_streamline.onnx not found from previous test step, skipping
5275    warnings.warn(filename + " not found from previous test step, skipping")
5276
5277tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_convert_to_hls_layers[cnv-1-1]
5278  /workspace/finn/src/finn/util/test.py:102: UserWarning: /tmp/finn_dev_myroot/end2end_cnv_w1a1_streamline.onnx not found from previous test step, skipping
5279    warnings.warn(filename + " not found from previous test step, skipping")
5280
5281tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_convert_to_hls_layers[cnv-1-2]
5282  /workspace/finn/src/finn/util/test.py:102: UserWarning: /tmp/finn_dev_myroot/end2end_cnv_w2a1_streamline.onnx not found from previous test step, skipping
5283    warnings.warn(filename + " not found from previous test step, skipping")
5284
5285tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_convert_to_hls_layers[cnv-2-1]
5286  /workspace/finn/src/finn/util/test.py:102: UserWarning: /tmp/finn_dev_myroot/end2end_cnv_w1a2_streamline.onnx not found from previous test step, skipping
5287    warnings.warn(filename + " not found from previous test step, skipping")
5288
5289tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_convert_to_hls_layers[cnv-2-2]
5290  /workspace/finn/src/finn/util/test.py:102: UserWarning: /tmp/finn_dev_myroot/end2end_cnv_w2a2_streamline.onnx not found from previous test step, skipping
5291    warnings.warn(filename + " not found from previous test step, skipping")
5292
5293tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_create_dataflow_partition[tfc-1-2]
5294  /workspace/finn/src/finn/util/test.py:102: UserWarning: /tmp/finn_dev_myroot/end2end_tfc_w2a1_convert_to_hls_layers.onnx not found from previous test step, skipping
5295    warnings.warn(filename + " not found from previous test step, skipping")
5296
5297tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_create_dataflow_partition[tfc-2-1]
5298  /workspace/finn/src/finn/util/test.py:102: UserWarning: /tmp/finn_dev_myroot/end2end_tfc_w1a2_convert_to_hls_layers.onnx not found from previous test step, skipping
5299    warnings.warn(filename + " not found from previous test step, skipping")
5300
5301tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_create_dataflow_partition[cnv-1-1]
5302  /workspace/finn/src/finn/util/test.py:102: UserWarning: /tmp/finn_dev_myroot/end2end_cnv_w1a1_convert_to_hls_layers.onnx not found from previous test step, skipping
5303    warnings.warn(filename + " not found from previous test step, skipping")
5304
5305tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_create_dataflow_partition[cnv-1-2]
5306  /workspace/finn/src/finn/util/test.py:102: UserWarning: /tmp/finn_dev_myroot/end2end_cnv_w2a1_convert_to_hls_layers.onnx not found from previous test step, skipping
5307    warnings.warn(filename + " not found from previous test step, skipping")
5308
5309tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_create_dataflow_partition[cnv-2-1]
5310  /workspace/finn/src/finn/util/test.py:102: UserWarning: /tmp/finn_dev_myroot/end2end_cnv_w1a2_convert_to_hls_layers.onnx not found from previous test step, skipping
5311    warnings.warn(filename + " not found from previous test step, skipping")
5312
5313tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_create_dataflow_partition[cnv-2-2]
5314  /workspace/finn/src/finn/util/test.py:102: UserWarning: /tmp/finn_dev_myroot/end2end_cnv_w2a2_convert_to_hls_layers.onnx not found from previous test step, skipping
5315    warnings.warn(filename + " not found from previous test step, skipping")
5316
5317tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_fold[tfc-1-2]
5318  /workspace/finn/src/finn/util/test.py:102: UserWarning: /tmp/finn_dev_myroot/end2end_tfc_w2a1_dataflow_model.onnx not found from previous test step, skipping
5319    warnings.warn(filename + " not found from previous test step, skipping")
5320
5321tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_fold[tfc-2-1]
5322  /workspace/finn/src/finn/util/test.py:102: UserWarning: /tmp/finn_dev_myroot/end2end_tfc_w1a2_dataflow_model.onnx not found from previous test step, skipping
5323    warnings.warn(filename + " not found from previous test step, skipping")
5324
5325tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_fold[cnv-1-1]
5326  /workspace/finn/src/finn/util/test.py:102: UserWarning: /tmp/finn_dev_myroot/end2end_cnv_w1a1_dataflow_model.onnx not found from previous test step, skipping
5327    warnings.warn(filename + " not found from previous test step, skipping")
5328
5329tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_fold[cnv-1-2]
5330  /workspace/finn/src/finn/util/test.py:102: UserWarning: /tmp/finn_dev_myroot/end2end_cnv_w2a1_dataflow_model.onnx not found from previous test step, skipping
5331    warnings.warn(filename + " not found from previous test step, skipping")
5332
5333tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_fold[cnv-2-1]
5334  /workspace/finn/src/finn/util/test.py:102: UserWarning: /tmp/finn_dev_myroot/end2end_cnv_w1a2_dataflow_model.onnx not found from previous test step, skipping
5335    warnings.warn(filename + " not found from previous test step, skipping")
5336
5337tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_fold[cnv-2-2]
5338  /workspace/finn/src/finn/util/test.py:102: UserWarning: /tmp/finn_dev_myroot/end2end_cnv_w2a2_dataflow_model.onnx not found from previous test step, skipping
5339    warnings.warn(filename + " not found from previous test step, skipping")
5340
5341tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_deploy[zynq-tfc-1-1]
5342  /workspace/finn/src/finn/util/test.py:102: UserWarning: /tmp/finn_dev_myroot/end2end_tfc_w1a1_build_zynq.onnx not found from previous test step, skipping
5343    warnings.warn(filename + " not found from previous test step, skipping")
5344
5345tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_deploy[zynq-tfc-1-2]
5346  /workspace/finn/src/finn/util/test.py:102: UserWarning: /tmp/finn_dev_myroot/end2end_tfc_w2a1_build_zynq.onnx not found from previous test step, skipping
5347    warnings.warn(filename + " not found from previous test step, skipping")
5348
5349tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_deploy[zynq-tfc-2-1]
5350  /workspace/finn/src/finn/util/test.py:102: UserWarning: /tmp/finn_dev_myroot/end2end_tfc_w1a2_build_zynq.onnx not found from previous test step, skipping
5351    warnings.warn(filename + " not found from previous test step, skipping")
5352
5353tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_deploy[zynq-tfc-2-2]
5354  /workspace/finn/src/finn/util/test.py:102: UserWarning: /tmp/finn_dev_myroot/end2end_tfc_w2a2_build_zynq.onnx not found from previous test step, skipping
5355    warnings.warn(filename + " not found from previous test step, skipping")
5356
5357tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_deploy[zynq-cnv-1-1]
5358  /workspace/finn/src/finn/util/test.py:102: UserWarning: /tmp/finn_dev_myroot/end2end_cnv_w1a1_build_zynq.onnx not found from previous test step, skipping
5359    warnings.warn(filename + " not found from previous test step, skipping")
5360
5361tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_deploy[zynq-cnv-1-2]
5362  /workspace/finn/src/finn/util/test.py:102: UserWarning: /tmp/finn_dev_myroot/end2end_cnv_w2a1_build_zynq.onnx not found from previous test step, skipping
5363    warnings.warn(filename + " not found from previous test step, skipping")
5364
5365tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_deploy[zynq-cnv-2-1]
5366  /workspace/finn/src/finn/util/test.py:102: UserWarning: /tmp/finn_dev_myroot/end2end_cnv_w1a2_build_zynq.onnx not found from previous test step, skipping
5367    warnings.warn(filename + " not found from previous test step, skipping")
5368
5369tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_deploy[zynq-cnv-2-2]
5370  /workspace/finn/src/finn/util/test.py:102: UserWarning: /tmp/finn_dev_myroot/end2end_cnv_w2a2_build_zynq.onnx not found from previous test step, skipping
5371    warnings.warn(filename + " not found from previous test step, skipping")
5372
5373tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_deploy[alveo-tfc-1-1]
5374  /workspace/finn/src/finn/util/test.py:102: UserWarning: /tmp/finn_dev_myroot/end2end_tfc_w1a1_build_alveo.onnx not found from previous test step, skipping
5375    warnings.warn(filename + " not found from previous test step, skipping")
5376
5377tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_deploy[alveo-tfc-1-2]
5378  /workspace/finn/src/finn/util/test.py:102: UserWarning: /tmp/finn_dev_myroot/end2end_tfc_w2a1_build_alveo.onnx not found from previous test step, skipping
5379    warnings.warn(filename + " not found from previous test step, skipping")
5380
5381tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_deploy[alveo-tfc-2-1]
5382  /workspace/finn/src/finn/util/test.py:102: UserWarning: /tmp/finn_dev_myroot/end2end_tfc_w1a2_build_alveo.onnx not found from previous test step, skipping
5383    warnings.warn(filename + " not found from previous test step, skipping")
5384
5385tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_deploy[alveo-tfc-2-2]
5386  /workspace/finn/src/finn/util/test.py:102: UserWarning: /tmp/finn_dev_myroot/end2end_tfc_w2a2_build_alveo.onnx not found from previous test step, skipping
5387    warnings.warn(filename + " not found from previous test step, skipping")
5388
5389tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_deploy[alveo-cnv-1-1]
5390  /workspace/finn/src/finn/util/test.py:102: UserWarning: /tmp/finn_dev_myroot/end2end_cnv_w1a1_build_alveo.onnx not found from previous test step, skipping
5391    warnings.warn(filename + " not found from previous test step, skipping")
5392
5393tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_deploy[alveo-cnv-1-2]
5394  /workspace/finn/src/finn/util/test.py:102: UserWarning: /tmp/finn_dev_myroot/end2end_cnv_w2a1_build_alveo.onnx not found from previous test step, skipping
5395    warnings.warn(filename + " not found from previous test step, skipping")
5396
5397tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_deploy[alveo-cnv-2-1]
5398  /workspace/finn/src/finn/util/test.py:102: UserWarning: /tmp/finn_dev_myroot/end2end_cnv_w1a2_build_alveo.onnx not found from previous test step, skipping
5399    warnings.warn(filename + " not found from previous test step, skipping")
5400
5401tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_deploy[alveo-cnv-2-2]
5402  /workspace/finn/src/finn/util/test.py:102: UserWarning: /tmp/finn_dev_myroot/end2end_cnv_w2a2_build_alveo.onnx not found from previous test step, skipping
5403    warnings.warn(filename + " not found from previous test step, skipping")
5404
5405tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_run_on_hw[zynq-tfc-1-1]
5406tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_throughput_hw[zynq-tfc-1-1]
5407  /workspace/finn/src/finn/util/test.py:102: UserWarning: /tmp/finn_dev_myroot/end2end_tfc_w1a1_deploy_zynq.onnx not found from previous test step, skipping
5408    warnings.warn(filename + " not found from previous test step, skipping")
5409
5410tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_run_on_hw[zynq-tfc-1-2]
5411tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_throughput_hw[zynq-tfc-1-2]
5412  /workspace/finn/src/finn/util/test.py:102: UserWarning: /tmp/finn_dev_myroot/end2end_tfc_w2a1_deploy_zynq.onnx not found from previous test step, skipping
5413    warnings.warn(filename + " not found from previous test step, skipping")
5414
5415tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_run_on_hw[zynq-tfc-2-1]
5416tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_throughput_hw[zynq-tfc-2-1]
5417  /workspace/finn/src/finn/util/test.py:102: UserWarning: /tmp/finn_dev_myroot/end2end_tfc_w1a2_deploy_zynq.onnx not found from previous test step, skipping
5418    warnings.warn(filename + " not found from previous test step, skipping")
5419
5420tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_run_on_hw[zynq-tfc-2-2]
5421tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_throughput_hw[zynq-tfc-2-2]
5422  /workspace/finn/src/finn/util/test.py:102: UserWarning: /tmp/finn_dev_myroot/end2end_tfc_w2a2_deploy_zynq.onnx not found from previous test step, skipping
5423    warnings.warn(filename + " not found from previous test step, skipping")
5424
5425tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_run_on_hw[zynq-cnv-1-1]
5426tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_throughput_hw[zynq-cnv-1-1]
5427  /workspace/finn/src/finn/util/test.py:102: UserWarning: /tmp/finn_dev_myroot/end2end_cnv_w1a1_deploy_zynq.onnx not found from previous test step, skipping
5428    warnings.warn(filename + " not found from previous test step, skipping")
5429
5430tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_run_on_hw[zynq-cnv-1-2]
5431tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_throughput_hw[zynq-cnv-1-2]
5432  /workspace/finn/src/finn/util/test.py:102: UserWarning: /tmp/finn_dev_myroot/end2end_cnv_w2a1_deploy_zynq.onnx not found from previous test step, skipping
5433    warnings.warn(filename + " not found from previous test step, skipping")
5434
5435tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_run_on_hw[zynq-cnv-2-1]
5436tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_throughput_hw[zynq-cnv-2-1]
5437  /workspace/finn/src/finn/util/test.py:102: UserWarning: /tmp/finn_dev_myroot/end2end_cnv_w1a2_deploy_zynq.onnx not found from previous test step, skipping
5438    warnings.warn(filename + " not found from previous test step, skipping")
5439
5440tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_run_on_hw[zynq-cnv-2-2]
5441tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_throughput_hw[zynq-cnv-2-2]
5442  /workspace/finn/src/finn/util/test.py:102: UserWarning: /tmp/finn_dev_myroot/end2end_cnv_w2a2_deploy_zynq.onnx not found from previous test step, skipping
5443    warnings.warn(filename + " not found from previous test step, skipping")
5444
5445tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_run_on_hw[alveo-tfc-1-1]
5446tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_throughput_hw[alveo-tfc-1-1]
5447  /workspace/finn/src/finn/util/test.py:102: UserWarning: /tmp/finn_dev_myroot/end2end_tfc_w1a1_deploy_alveo.onnx not found from previous test step, skipping
5448    warnings.warn(filename + " not found from previous test step, skipping")
5449
5450tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_run_on_hw[alveo-tfc-1-2]
5451tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_throughput_hw[alveo-tfc-1-2]
5452  /workspace/finn/src/finn/util/test.py:102: UserWarning: /tmp/finn_dev_myroot/end2end_tfc_w2a1_deploy_alveo.onnx not found from previous test step, skipping
5453    warnings.warn(filename + " not found from previous test step, skipping")
5454
5455tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_run_on_hw[alveo-tfc-2-1]
5456tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_throughput_hw[alveo-tfc-2-1]
5457  /workspace/finn/src/finn/util/test.py:102: UserWarning: /tmp/finn_dev_myroot/end2end_tfc_w1a2_deploy_alveo.onnx not found from previous test step, skipping
5458    warnings.warn(filename + " not found from previous test step, skipping")
5459
5460tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_run_on_hw[alveo-tfc-2-2]
5461tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_throughput_hw[alveo-tfc-2-2]
5462  /workspace/finn/src/finn/util/test.py:102: UserWarning: /tmp/finn_dev_myroot/end2end_tfc_w2a2_deploy_alveo.onnx not found from previous test step, skipping
5463    warnings.warn(filename + " not found from previous test step, skipping")
5464
5465tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_run_on_hw[alveo-cnv-1-1]
5466tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_throughput_hw[alveo-cnv-1-1]
5467  /workspace/finn/src/finn/util/test.py:102: UserWarning: /tmp/finn_dev_myroot/end2end_cnv_w1a1_deploy_alveo.onnx not found from previous test step, skipping
5468    warnings.warn(filename + " not found from previous test step, skipping")
5469
5470tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_run_on_hw[alveo-cnv-1-2]
5471tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_throughput_hw[alveo-cnv-1-2]
5472  /workspace/finn/src/finn/util/test.py:102: UserWarning: /tmp/finn_dev_myroot/end2end_cnv_w2a1_deploy_alveo.onnx not found from previous test step, skipping
5473    warnings.warn(filename + " not found from previous test step, skipping")
5474
5475tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_run_on_hw[alveo-cnv-2-1]
5476tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_throughput_hw[alveo-cnv-2-1]
5477  /workspace/finn/src/finn/util/test.py:102: UserWarning: /tmp/finn_dev_myroot/end2end_cnv_w1a2_deploy_alveo.onnx not found from previous test step, skipping
5478    warnings.warn(filename + " not found from previous test step, skipping")
5479
5480tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_run_on_hw[alveo-cnv-2-2]
5481tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_throughput_hw[alveo-cnv-2-2]
5482  /workspace/finn/src/finn/util/test.py:102: UserWarning: /tmp/finn_dev_myroot/end2end_cnv_w2a2_deploy_alveo.onnx not found from previous test step, skipping
5483    warnings.warn(filename + " not found from previous test step, skipping")
5484
5485tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_upload_results_to_dashboard[tfc-1-1]
5486tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_upload_results_to_dashboard[tfc-2-2]
5487tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_upload_results_to_dashboard[cnv-1-1]
5488  /workspace/finn/src/finn/util/gdrive.py:38: UserWarning: Google Drive key not found, skipping dashboard upload
5489    warnings.warn("Google Drive key not found, skipping dashboard upload")
5490
5491tests/transformation/test_infer_data_layouts_cnv.py::test_infer_data_layouts_cnv
5492  /workspace/finn/src/finn/custom_op/fpgadataflow/streamingfclayer_batch.py:577: UserWarning: Clipping some thresholds in 
5493    warnings.warn("Clipping some thresholds in %s" % self.onnx_node.name)
5494
5495-- Docs: https://docs.pytest.org/en/stable/warnings.html
5496=========================== short test summary info ============================
5497FAILED tests/brevitas/test_brevitas_fc.py::test_brevitas_fc_onnx_export_and_exec[TFC-1-2]
5498FAILED tests/brevitas/test_brevitas_cnv.py::test_brevitas_cnv_export_exec[1-2]
5499FAILED tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_export[tfc-2-1]
5500FAILED tests/end2end/test_end2end_mobilenet_v1.py::test_end2end_mobilenet_lowering
5501FAILED tests/brevitas/test_brevitas_fc.py::test_brevitas_fc_onnx_export_and_exec[SFC-1-2]
5502FAILED tests/brevitas/test_brevitas_cnv.py::test_brevitas_cnv_export_exec[2-2]
5503FAILED tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_export[cnv-2-1]
5504FAILED tests/transformation/test_batchnorm_to_affine_bnn_pynq.py::test_batchnorm_to_affine_lfc_w1a1
5505FAILED tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_export[cnv-2-2]
5506FAILED tests/end2end/test_end2end_bnn_pynq.py::TestEnd2End::test_streamline[cnv-1-1]
5507FAILED tests/brevitas/test_brevitas_fc.py::test_brevitas_fc_onnx_export_and_exec[LFC-1-1]
5508FAILED tests/transformation/streamline/test_sign_to_thres.py::test_sign_to_thres
5509FAILED tests/transformation/test_infer_datatypes_lfc.py::test_infer_datatypes_lfc
5510FAILED tests/transformation/streamline/test_streamline_cnv.py::test_streamline_cnv[CNV-2-2]
5511FAILED tests/transformation/streamline/test_streamline_fc.py::test_streamline_fc[TFC-1-2]
5512= 15 failed, 625 passed, 102 skipped, 1 xfailed, 317 warnings in 848.30s (0:14:08) =
5513myroot@myroot:~/finn$ 
5514
5515