Warning: Permanently added 'localhost' (ED25519) to the list of known hosts.
Warning: Permanently added 'localhost' (ED25519) to the list of known hosts.
Warning: Permanently added 'localhost' (ED25519) to the list of known hosts.
[02:09:41 PDT] Transferring environment variable script to build VM
[02:09:42 PDT] Transferring kokoro_log_reader.py to build VM
[02:09:42 PDT] Transferring source code to build VM
[02:09:46 PDT] Executing build script on build VM



[ID: 5596118] Executing command via SSH:
export KOKORO_BUILD_NUMBER="398"
export KOKORO_JOB_NAME="keras_hub/github/ubuntu/gpu/jax/presubmit"
source /tmpfs/kokoro-env_vars.sh; cd /tmpfs/src/ ; chmod 755 github/keras-hub/.kokoro/github/ubuntu/gpu/build.sh ; PYTHON_3_VERSION="$(pyenv which python3 2> /dev/null || which python3)" ; PYTHON_2_VERSION="$(pyenv which python2 2> /dev/null || which python2)" ; if "$PYTHON_3_VERSION" -c "import psutil" ; then KOKORO_PYTHON_COMMAND="$PYTHON_3_VERSION" ; else KOKORO_PYTHON_COMMAND="$PYTHON_2_VERSION" ; fi > /dev/null 2>&1 ; echo "export KOKORO_PYTHON_COMMAND="$KOKORO_PYTHON_COMMAND"" > "$HOME/.kokoro_python_vars" ; nohup bash -c "( rm -f /tmpfs/kokoro_build_exit_code ; github/keras-hub/.kokoro/github/ubuntu/gpu/build.sh ; echo \${PIPESTATUS[0]} > /tmpfs/kokoro_build_exit_code ) > /tmpfs/kokoro_build.log 2>&1" > /dev/null 2>&1 & echo $! > /tmpfs/kokoro_build.pid ; source "$HOME/.kokoro_python_vars" ; "$KOKORO_PYTHON_COMMAND" /tmpfs/kokoro_log_reader.py /tmpfs/kokoro_build.log /tmpfs/kokoro_build_exit_code /tmpfs/kokoro_build.pid /tmpfs/kokoro_log_reader.pid --start_byte 0

++ cd /tmpfs/
++ PYTHON_BINARY=/usr/bin/python3.10
++ /usr/bin/python3.10 -m venv venv
++ source venv/bin/activate
+++ deactivate nondestructive
+++ '[' -n '' ']'
+++ '[' -n '' ']'
+++ '[' -n /usr/bin/bash -o -n '' ']'
+++ hash -r
+++ '[' -n '' ']'
+++ unset VIRTUAL_ENV
+++ unset VIRTUAL_ENV_PROMPT
+++ '[' '!' nondestructive = nondestructive ']'
+++ VIRTUAL_ENV=/tmpfs/venv
+++ export VIRTUAL_ENV
+++ _OLD_VIRTUAL_PATH=/usr/local/cuda/bin:/opt/android-sdk/current/cmdline-tools/tools/bin:/opt/android-sdk/current/bin:/usr/local/go/bin:/usr/local/go/packages/bin:/opt/kubernetes/client/bin:/usr/local/cuda/bin:/opt/android-sdk/current/cmdline-tools/tools/bin:/opt/android-sdk/current/bin:/usr/local/go/bin:/usr/local/go/packages/bin:/opt/kubernetes/client/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin:/usr/games:/usr/local/games:/snap/bin
+++ PATH=/tmpfs/venv/bin:/usr/local/cuda/bin:/opt/android-sdk/current/cmdline-tools/tools/bin:/opt/android-sdk/current/bin:/usr/local/go/bin:/usr/local/go/packages/bin:/opt/kubernetes/client/bin:/usr/local/cuda/bin:/opt/android-sdk/current/cmdline-tools/tools/bin:/opt/android-sdk/current/bin:/usr/local/go/bin:/usr/local/go/packages/bin:/opt/kubernetes/client/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin:/usr/games:/usr/local/games:/snap/bin
+++ export PATH
+++ '[' -n '' ']'
+++ '[' -z '' ']'
+++ _OLD_VIRTUAL_PS1=
+++ PS1='(venv) '
+++ export PS1
+++ VIRTUAL_ENV_PROMPT='(venv) '
+++ export VIRTUAL_ENV_PROMPT
+++ '[' -n /usr/bin/bash -o -n '' ']'
+++ hash -r
++ python --version
Python 3.10.16
++ python3 --version
Python 3.10.16
++ nvidia-smi
Fri May 16 09:09:50 2025
+-----------------------------------------------------------------------------------------+
| NVIDIA-SMI 570.86.15 Driver Version: 570.86.15 CUDA Version: 12.8 |
|-----------------------------------------+------------------------+----------------------+
| GPU Name Persistence-M | Bus-Id Disp.A | Volatile Uncorr. ECC |
| Fan Temp Perf Pwr:Usage/Cap | Memory-Usage | GPU-Util Compute M. |
| | | MIG M. |
|=========================================+========================+======================|
| 0 Tesla T4 On | 00000000:00:05.0 Off | 0 |
| N/A 39C P8 9W / 70W | 122MiB / 15360MiB | 0% Default |
| | | N/A |
+-----------------------------------------+------------------------+----------------------+
| 1 Tesla T4 On | 00000000:00:06.0 Off | 0 |
| N/A 39C P8 10W / 70W | 5MiB / 15360MiB | 0% Default |
| | | N/A |
+-----------------------------------------+------------------------+----------------------+
| 2 Tesla T4 On | 00000000:00:07.0 Off | 0 |
| N/A 38C P8 9W / 70W | 5MiB / 15360MiB | 0% Default |
| | | N/A |
+-----------------------------------------+------------------------+----------------------+
| 3 Tesla T4 On | 00000000:00:08.0 Off | 0 |
| N/A 37C P8 9W / 70W | 5MiB / 15360MiB | 0% Default |
| | | N/A |
+-----------------------------------------+------------------------+----------------------+

+-----------------------------------------------------------------------------------------+
| Processes: |
| GPU GI CI PID Type Process name GPU Memory |
| ID ID Usage |
|=========================================================================================|
| 0 N/A N/A 2398 G /usr/lib/xorg/Xorg 107MiB |
| 0 N/A N/A 2467 G /usr/bin/gnome-shell 13MiB |
| 1 N/A N/A 2398 G /usr/lib/xorg/Xorg 4MiB |
| 2 N/A N/A 2398 G /usr/lib/xorg/Xorg 4MiB |
| 3 N/A N/A 2398 G /usr/lib/xorg/Xorg 4MiB |
+-----------------------------------------------------------------------------------------+
++ nvcc --version
nvcc: NVIDIA (R) Cuda compiler driver
Copyright (c) 2005-2024 NVIDIA Corporation
Built on Thu_Mar_28_02:18:24_PDT_2024
Cuda compilation tools, release 12.4, V12.4.131
Build cuda_12.4.r12.4/compiler.34097967_0
++ cd src/github/keras-hub
++ pip install -U pip setuptools psutil
Requirement already satisfied: pip in /tmpfs/venv/lib/python3.10/site-packages (23.0.1)
Collecting pip
Downloading pip-25.1.1-py3-none-any.whl (1.8 MB)
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Requirement already satisfied: setuptools in /tmpfs/venv/lib/python3.10/site-packages (65.5.0)
Collecting setuptools
Downloading setuptools-80.7.1-py3-none-any.whl (1.2 MB)
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Collecting psutil
Downloading psutil-7.0.0-cp36-abi3-manylinux_2_12_x86_64.manylinux2010_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl (277 kB)
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Installing collected packages: setuptools, psutil, pip
Attempting uninstall: setuptools
Found existing installation: setuptools 65.5.0
Uninstalling setuptools-65.5.0:
Successfully uninstalled setuptools-65.5.0
Attempting uninstall: pip
Found existing installation: pip 23.0.1
Uninstalling pip-23.0.1:
Successfully uninstalled pip-23.0.1
Successfully installed pip-25.1.1 psutil-7.0.0 setuptools-80.7.1
++ '[' jax == tensorflow ']'
++ '[' jax == jax ']'
++ echo 'JAX backend detected.'
JAX backend detected.
++ pip install -r requirements-jax-cuda.txt --progress-bar off --timeout 1000
Looking in indexes: https://pypi.org/simple, https://download.pytorch.org/whl/cpu
Looking in links: https://storage.googleapis.com/jax-releases/jax_cuda_releases.html
Collecting tensorflow-cpu~=2.18 (from -r requirements-jax-cuda.txt (line 2))
Downloading tensorflow_cpu-2.19.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (4.1 kB)
Collecting tensorflow-text~=2.18 (from -r requirements-jax-cuda.txt (line 3))
Downloading tensorflow_text-2.19.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (2.0 kB)
Collecting torch>=2.1.0 (from -r requirements-jax-cuda.txt (line 7))
Downloading https://download.pytorch.org/whl/cpu/torch-2.7.0%2Bcpu-cp310-cp310-manylinux_2_28_x86_64.whl.metadata (27 kB)
Collecting torchvision>=0.16.0 (from -r requirements-jax-cuda.txt (line 8))
Downloading https://download.pytorch.org/whl/cpu/torchvision-0.22.0%2Bcpu-cp310-cp310-manylinux_2_28_x86_64.whl.metadata (6.1 kB)
Collecting jax==0.6.0 (from jax[cuda12]==0.6.0->-r requirements-jax-cuda.txt (line 13))
Downloading jax-0.6.0-py3-none-any.whl.metadata (22 kB)
Collecting dm-tree (from -r /tmpfs/src/github/keras-hub/requirements-common.txt (line 2))
Downloading dm_tree-0.1.9-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (2.2 kB)
Collecting regex (from -r /tmpfs/src/github/keras-hub/requirements-common.txt (line 3))
Downloading regex-2024.11.6-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (40 kB)
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Downloading rich-14.0.0-py3-none-any.whl.metadata (18 kB)
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Downloading kagglehub-0.3.12-py3-none-any.whl.metadata (38 kB)
Collecting pre-commit (from -r /tmpfs/src/github/keras-hub/requirements-common.txt (line 7))
Downloading pre_commit-4.2.0-py2.py3-none-any.whl.metadata (1.3 kB)
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Downloading astor-0.8.1-py2.py3-none-any.whl.metadata (4.2 kB)
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Downloading ruff-0.11.10-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (25 kB)
Collecting pytest (from -r /tmpfs/src/github/keras-hub/requirements-common.txt (line 11))
Downloading pytest-8.3.5-py3-none-any.whl.metadata (7.6 kB)
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Downloading pytest_cov-6.1.1-py3-none-any.whl.metadata (28 kB)
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Downloading build-1.2.2.post1-py3-none-any.whl.metadata (6.5 kB)
Collecting namex (from -r /tmpfs/src/github/keras-hub/requirements-common.txt (line 14))
Downloading namex-0.0.9-py3-none-any.whl.metadata (322 bytes)
Collecting rouge-score (from -r /tmpfs/src/github/keras-hub/requirements-common.txt (line 16))
Downloading rouge_score-0.1.2.tar.gz (17 kB)
Installing build dependencies: started
Installing build dependencies: finished with status 'done'
Getting requirements to build wheel: started
Getting requirements to build wheel: finished with status 'done'
Preparing metadata (pyproject.toml): started
Preparing metadata (pyproject.toml): finished with status 'done'
Collecting sentencepiece (from -r /tmpfs/src/github/keras-hub/requirements-common.txt (line 17))
Downloading sentencepiece-0.2.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (7.7 kB)
Collecting tensorflow-datasets (from -r /tmpfs/src/github/keras-hub/requirements-common.txt (line 18))
Downloading tensorflow_datasets-4.9.8-py3-none-any.whl.metadata (11 kB)
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Downloading safetensors-0.5.3-cp38-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (3.8 kB)
Collecting pillow (from -r /tmpfs/src/github/keras-hub/requirements-common.txt (line 20))
Downloading pillow-11.2.1-cp310-cp310-manylinux_2_28_x86_64.whl.metadata (8.9 kB)
Collecting jaxlib<=0.6.0,>=0.6.0 (from jax==0.6.0->jax[cuda12]==0.6.0->-r requirements-jax-cuda.txt (line 13))
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Downloading ml_dtypes-0.5.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (21 kB)
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Downloading numpy-2.2.5-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (62 kB)
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Downloading opt_einsum-3.4.0-py3-none-any.whl.metadata (6.3 kB)
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Downloading scipy-1.15.3-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (61 kB)
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Downloading keras-3.9.2-py3-none-any.whl.metadata (6.1 kB)
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Downloading tqdm-4.67.1-py3-none-any.whl (78 kB)
Downloading zipp-3.21.0-py3-none-any.whl (9.6 kB)
Building wheels for collected packages: rouge-score, promise
Building wheel for rouge-score (pyproject.toml): started
Building wheel for rouge-score (pyproject.toml): finished with status 'done'
Created wheel for rouge-score: filename=rouge_score-0.1.2-py3-none-any.whl size=24988 sha256=6e6e3c793e6ee0a2e85c7be8fbb8c614d2a468110755e0ff3823dfcfa74eff97
Stored in directory: /home/kbuilder/.cache/pip/wheels/5f/dd/89/461065a73be61a532ff8599a28e9beef17985c9e9c31e541b4
Building wheel for promise (pyproject.toml): started
Building wheel for promise (pyproject.toml): finished with status 'done'
Created wheel for promise: filename=promise-2.3-py3-none-any.whl size=21580 sha256=59a28f97042c470c8c740a9d72d6a4699fa615c61d8043a8d9a78d849d37004f
Stored in directory: /home/kbuilder/.cache/pip/wheels/54/4e/28/3ed0e1c8a752867445bab994d2340724928aa3ab059c57c8db
Successfully built rouge-score promise
Installing collected packages: sentencepiece, namex, mpmath, libclang, jax-cuda12-pjrt, flatbuffers, distlib, zipp, wrapt, wheel, urllib3, typing-extensions, tqdm, tomli, toml, termcolor, tensorflow-io-gcs-filesystem, tensorboard-data-server, sympy, six, safetensors, ruff, regex, pyyaml, pyproject_hooks, pygments, pyarrow, protobuf, pluggy, platformdirs, pillow, packaging, opt_einsum, nvidia-nvjitlink-cu12, nvidia-nccl-cu12, nvidia-cuda-runtime-cu12, nvidia-cuda-nvcc-cu12, nvidia-cuda-cupti-cu12, nvidia-cublas-cu12, numpy, nodeenv, networkx, mdurl, MarkupSafe, markdown, joblib, jax-cuda12-plugin, iniconfig, importlib_resources, immutabledict, idna, identify, grpcio, gast, fsspec, filelock, etils, einops, docstring-parser, coverage, click, charset-normalizer, cfgv, certifi, attrs, astor, absl-py, werkzeug, virtualenv, tensorflow-metadata, simple_parsing, scipy, requests, promise, optree, nvidia-cusparse-cu12, nvidia-cufft-cu12, nvidia-cudnn-cu12, nltk, ml_dtypes, markdown-it-py, jinja2, h5py, google-pasta, exceptiongroup, dm-tree, build, astunparse, torch, tensorboard, rouge-score, rich, pytest, pre-commit, nvidia-cusolver-cu12, kagglehub, jaxlib, torchvision, pytest-cov, keras, jax, array_record, tensorflow-cpu, tensorflow, tensorflow-text, tensorflow-datasets
Successfully installed MarkupSafe-3.0.2 absl-py-2.2.2 array_record-0.7.2 astor-0.8.1 astunparse-1.6.3 attrs-25.3.0 build-1.2.2.post1 certifi-2025.4.26 cfgv-3.4.0 charset-normalizer-3.4.2 click-8.2.0 coverage-7.8.0 distlib-0.3.9 dm-tree-0.1.9 docstring-parser-0.16 einops-0.8.1 etils-1.12.2 exceptiongroup-1.3.0 filelock-3.18.0 flatbuffers-25.2.10 fsspec-2025.3.2 gast-0.6.0 google-pasta-0.2.0 grpcio-1.71.0 h5py-3.13.0 identify-2.6.10 idna-3.10 immutabledict-4.2.1 importlib_resources-6.5.2 iniconfig-2.1.0 jax-0.6.0 jax-cuda12-pjrt-0.6.0 jax-cuda12-plugin-0.6.0 jaxlib-0.6.0 jinja2-3.1.6 joblib-1.5.0 kagglehub-0.3.12 keras-3.9.2 libclang-18.1.1 markdown-3.8 markdown-it-py-3.0.0 mdurl-0.1.2 ml_dtypes-0.5.1 mpmath-1.3.0 namex-0.0.9 networkx-3.4.2 nltk-3.9.1 nodeenv-1.9.1 numpy-2.1.3 nvidia-cublas-cu12-12.9.0.13 nvidia-cuda-cupti-cu12-12.9.19 nvidia-cuda-nvcc-cu12-12.9.41 nvidia-cuda-runtime-cu12-12.9.37 nvidia-cudnn-cu12-9.10.0.56 nvidia-cufft-cu12-11.4.0.6 nvidia-cusolver-cu12-11.7.4.40 nvidia-cusparse-cu12-12.5.9.5 nvidia-nccl-cu12-2.26.5 nvidia-nvjitlink-cu12-12.9.41 opt_einsum-3.4.0 optree-0.15.0 packaging-25.0 pillow-11.2.1 platformdirs-4.3.8 pluggy-1.6.0 pre-commit-4.2.0 promise-2.3 protobuf-4.21.12 pyarrow-20.0.0 pygments-2.19.1 pyproject_hooks-1.2.0 pytest-8.3.5 pytest-cov-6.1.1 pyyaml-6.0.2 regex-2024.11.6 requests-2.32.3 rich-14.0.0 rouge-score-0.1.2 ruff-0.11.10 safetensors-0.5.3 scipy-1.15.3 sentencepiece-0.2.0 simple_parsing-0.1.7 six-1.17.0 sympy-1.14.0 tensorboard-2.19.0 tensorboard-data-server-0.7.2 tensorflow-2.19.0 tensorflow-cpu-2.19.0 tensorflow-datasets-4.9.8 tensorflow-io-gcs-filesystem-0.37.1 tensorflow-metadata-1.17.1 tensorflow-text-2.19.0 termcolor-3.1.0 toml-0.10.2 tomli-2.2.1 torch-2.7.0+cpu torchvision-0.22.0+cpu tqdm-4.67.1 typing-extensions-4.13.2 urllib3-2.4.0 virtualenv-20.31.2 werkzeug-3.1.3 wheel-0.45.1 wrapt-1.17.2 zipp-3.21.0
++ pip install --no-deps -e . --progress-bar off
Obtaining file:///tmpfs/src/github/keras-hub
Installing build dependencies: started
Installing build dependencies: finished with status 'done'
Checking if build backend supports build_editable: started
Checking if build backend supports build_editable: finished with status 'done'
Getting requirements to build editable: started
Getting requirements to build editable: finished with status 'done'
Preparing editable metadata (pyproject.toml): started
Preparing editable metadata (pyproject.toml): finished with status 'done'
Building wheels for collected packages: keras-hub
Building editable for keras-hub (pyproject.toml): started
Building editable for keras-hub (pyproject.toml): finished with status 'done'
Created wheel for keras-hub: filename=keras_hub-0.21.0.dev0-0.editable-py3-none-any.whl size=10214 sha256=cc8d08fac04e142ed73eaa7a934712a1f1da5186e541991a959d2e8c42113105
Stored in directory: /tmpfs/tmp/pip-ephem-wheel-cache-nvvpbb8d/wheels/af/c7/e7/60038d85284d50a6271b92ae82a1fd327f75aa3a941439060d
Successfully built keras-hub
Installing collected packages: keras-hub
Successfully installed keras-hub-0.21.0.dev0
++ pip install huggingface_hub
Collecting huggingface_hub
Downloading huggingface_hub-0.31.2-py3-none-any.whl.metadata (13 kB)
Requirement already satisfied: filelock in /tmpfs/venv/lib/python3.10/site-packages (from huggingface_hub) (3.18.0)
Requirement already satisfied: fsspec>=2023.5.0 in /tmpfs/venv/lib/python3.10/site-packages (from huggingface_hub) (2025.3.2)
Requirement already satisfied: packaging>=20.9 in /tmpfs/venv/lib/python3.10/site-packages (from huggingface_hub) (25.0)
Requirement already satisfied: pyyaml>=5.1 in /tmpfs/venv/lib/python3.10/site-packages (from huggingface_hub) (6.0.2)
Requirement already satisfied: requests in /tmpfs/venv/lib/python3.10/site-packages (from huggingface_hub) (2.32.3)
Requirement already satisfied: tqdm>=4.42.1 in /tmpfs/venv/lib/python3.10/site-packages (from huggingface_hub) (4.67.1)
Requirement already satisfied: typing-extensions>=3.7.4.3 in /tmpfs/venv/lib/python3.10/site-packages (from huggingface_hub) (4.13.2)
Requirement already satisfied: charset-normalizer<4,>=2 in /tmpfs/venv/lib/python3.10/site-packages (from requests->huggingface_hub) (3.4.2)
Requirement already satisfied: idna<4,>=2.5 in /tmpfs/venv/lib/python3.10/site-packages (from requests->huggingface_hub) (3.10)
Requirement already satisfied: urllib3<3,>=1.21.1 in /tmpfs/venv/lib/python3.10/site-packages (from requests->huggingface_hub) (2.4.0)
Requirement already satisfied: certifi>=2017.4.17 in /tmpfs/venv/lib/python3.10/site-packages (from requests->huggingface_hub) (2025.4.26)
Downloading huggingface_hub-0.31.2-py3-none-any.whl (484 kB)
Installing collected packages: huggingface_hub
Successfully installed huggingface_hub-0.31.2
++ '[' 0 == 1 ']'
++ pytest keras_hub --check_gpu --run_large --cov=keras-hub
============================= test session starts ==============================
platform linux -- Python 3.10.16, pytest-8.3.5, pluggy-1.6.0 -- /tmpfs/venv/bin/python3.10
cachedir: .pytest_cache
rootdir: /tmpfs/src/github/keras-hub
configfile: pyproject.toml
plugins: cov-6.1.1
collecting ... collected 1737 items

keras_hub/src/layers/modeling/alibi_bias_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 0%]
keras_hub/src/layers/modeling/alibi_bias_test.py::AlibiBiasTest::test_correct_output PASSED [ 0%]
keras_hub/src/layers/modeling/alibi_bias_test.py::AlibiBiasTest::test_correct_output_alibi_bias_max PASSED [ 0%]
keras_hub/src/layers/modeling/alibi_bias_test.py::AlibiBiasTest::test_correct_output_alibi_bias_max_num_heads_not_power_of_two PASSED [ 0%]
keras_hub/src/layers/modeling/alibi_bias_test.py::AlibiBiasTest::test_correct_output_num_heads_not_power_of_two PASSED [ 0%]
keras_hub/src/layers/modeling/alibi_bias_test.py::AlibiBiasTest::test_dynamic_layer_output_shape PASSED [ 0%]
keras_hub/src/layers/modeling/alibi_bias_test.py::AlibiBiasTest::test_float16_dtype PASSED [ 0%]
keras_hub/src/layers/modeling/alibi_bias_test.py::AlibiBiasTest::test_layer_behaviors PASSED [ 0%]
keras_hub/src/layers/modeling/alibi_bias_test.py::AlibiBiasTest::test_num_heads_is_not_power_of_two PASSED [ 0%]
keras_hub/src/layers/modeling/alibi_bias_test.py::AlibiBiasTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 0%]
keras_hub/src/layers/modeling/alibi_bias_test.py::AlibiBiasTest::test_value_error_when_inputs_shape_is_not_4 PASSED [ 0%]
keras_hub/src/layers/modeling/anchor_generator_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 0%]
keras_hub/src/layers/modeling/anchor_generator_test.py::AnchorGeneratorTest::test_anchor_generator0 PASSED [ 0%]
keras_hub/src/layers/modeling/anchor_generator_test.py::AnchorGeneratorTest::test_layer_behaviors PASSED [ 0%]
keras_hub/src/layers/modeling/anchor_generator_test.py::AnchorGeneratorTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 0%]
keras_hub/src/layers/modeling/box_matcher_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 0%]
keras_hub/src/layers/modeling/box_matcher_test.py::BoxMatcherTest::test_box_matcher_batched PASSED [ 0%]
keras_hub/src/layers/modeling/box_matcher_test.py::BoxMatcherTest::test_box_matcher_empty_gt_boxes PASSED [ 1%]
keras_hub/src/layers/modeling/box_matcher_test.py::BoxMatcherTest::test_box_matcher_force_match PASSED [ 1%]
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keras_hub/src/layers/modeling/box_matcher_test.py::BoxMatcherTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 1%]
keras_hub/src/layers/modeling/cached_multi_head_attention_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 1%]
keras_hub/src/layers/modeling/cached_multi_head_attention_test.py::CachedMultiHeadAttentionTest::test_cache_call_is_correct PASSED [ 1%]
keras_hub/src/layers/modeling/cached_multi_head_attention_test.py::CachedMultiHeadAttentionTest::test_layer_behaviors PASSED [ 1%]
keras_hub/src/layers/modeling/cached_multi_head_attention_test.py::CachedMultiHeadAttentionTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 1%]
keras_hub/src/layers/modeling/cached_multi_head_attention_test.py::CachedMultiHeadAttentionTest::test_training_propagation PASSED [ 1%]
keras_hub/src/layers/modeling/f_net_encoder_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 1%]
keras_hub/src/layers/modeling/f_net_encoder_test.py::FNetEncoderTest::test_layer_behaviors PASSED [ 1%]
keras_hub/src/layers/modeling/f_net_encoder_test.py::FNetEncoderTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 1%]
keras_hub/src/layers/modeling/f_net_encoder_test.py::FNetEncoderTest::test_training_propagation PASSED [ 1%]
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keras_hub/src/layers/modeling/masked_lm_head_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 1%]
keras_hub/src/layers/modeling/masked_lm_head_test.py::MaskedLMHeadTest::test_layer_behaviors PASSED [ 2%]
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keras_hub/src/layers/modeling/masked_lm_head_test.py::MaskedLMHeadTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 2%]
keras_hub/src/layers/modeling/masked_lm_head_test.py::MaskedLMHeadTest::test_value_error_when_neither_embedding_or_vocab_size_set PASSED [ 2%]
keras_hub/src/layers/modeling/masked_lm_head_test.py::MaskedLMHeadTest::test_value_error_when_vocab_size_mismatch PASSED [ 2%]
keras_hub/src/layers/modeling/non_max_supression_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 2%]
keras_hub/src/layers/modeling/non_max_supression_test.py::NonMaxSupressionTest::test_confidence_threshold PASSED [ 2%]
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keras_hub/src/layers/modeling/non_max_supression_test.py::NonMaxSupressionTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 2%]
keras_hub/src/layers/modeling/position_embedding_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 2%]
keras_hub/src/layers/modeling/position_embedding_test.py::PositionEmbeddingTest::test_callable_initializer PASSED [ 2%]
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keras_hub/src/layers/modeling/position_embedding_test.py::PositionEmbeddingTest::test_dynamic_layer_slicing PASSED [ 2%]
keras_hub/src/layers/modeling/position_embedding_test.py::PositionEmbeddingTest::test_float16_dtype PASSED [ 2%]
keras_hub/src/layers/modeling/position_embedding_test.py::PositionEmbeddingTest::test_layer_behaviors PASSED [ 2%]
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keras_hub/src/layers/modeling/position_embedding_test.py::PositionEmbeddingTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 2%]
keras_hub/src/layers/modeling/position_embedding_test.py::PositionEmbeddingTest::test_start_index PASSED [ 3%]
keras_hub/src/layers/modeling/reversible_embedding_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 3%]
keras_hub/src/layers/modeling/reversible_embedding_test.py::ReversibleEmbeddingTest::test_correctness PASSED [ 3%]
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keras_hub/src/layers/modeling/reversible_embedding_test.py::ReversibleEmbeddingTest::test_layer_behaviors_tied_untie_weights PASSED [ 3%]
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keras_hub/src/layers/modeling/rotary_embedding_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 3%]
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keras_hub/src/layers/modeling/rotary_embedding_test.py::RotaryEmbeddingTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 4%]
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keras_hub/src/layers/modeling/sine_position_encoding_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 4%]
keras_hub/src/layers/modeling/sine_position_encoding_test.py::SinePositionEncodingTest::test_dynamic_layer_output_shape PASSED [ 4%]
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keras_hub/src/layers/modeling/token_and_position_embedding_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 5%]
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keras_hub/src/layers/modeling/token_and_position_embedding_test.py::TokenAndPositionEmbeddingTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 5%]
keras_hub/src/layers/modeling/transformer_decoder_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 5%]
keras_hub/src/layers/modeling/transformer_decoder_test.py::TransformerDecoderTest::test_cache_call_is_correct PASSED [ 5%]
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keras_hub/src/layers/modeling/transformer_decoder_test.py::TransformerDecoderTest::test_invalid_calls PASSED [ 5%]
keras_hub/src/layers/modeling/transformer_decoder_test.py::TransformerDecoderTest::test_layer_behaviors_with_cross_attention_with_norm_first PASSED [ 5%]
keras_hub/src/layers/modeling/transformer_decoder_test.py::TransformerDecoderTest::test_layer_behaviors_with_cross_attention_without_norm_first PASSED [ 5%]
keras_hub/src/layers/modeling/transformer_decoder_test.py::TransformerDecoderTest::test_layer_behaviors_with_norm_first PASSED [ 5%]
keras_hub/src/layers/modeling/transformer_decoder_test.py::TransformerDecoderTest::test_layer_behaviors_without_norm_first PASSED [ 5%]
keras_hub/src/layers/modeling/transformer_decoder_test.py::TransformerDecoderTest::test_mask_propagation PASSED [ 5%]
keras_hub/src/layers/modeling/transformer_decoder_test.py::TransformerDecoderTest::test_mask_propagation_without_cross_attention PASSED [ 5%]
keras_hub/src/layers/modeling/transformer_decoder_test.py::TransformerDecoderTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 5%]
keras_hub/src/layers/modeling/transformer_decoder_test.py::TransformerDecoderTest::test_training_propagation PASSED [ 5%]
keras_hub/src/layers/modeling/transformer_decoder_test.py::TransformerDecoderTest::test_value_error_when_invalid_kernel_inititalizer PASSED [ 5%]
keras_hub/src/layers/modeling/transformer_encoder_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 6%]
keras_hub/src/layers/modeling/transformer_encoder_test.py::TransformerEncoderTest::test_attention_scores PASSED [ 6%]
keras_hub/src/layers/modeling/transformer_encoder_test.py::TransformerEncoderTest::test_layer_behaviors_with_norm_first PASSED [ 6%]
keras_hub/src/layers/modeling/transformer_encoder_test.py::TransformerEncoderTest::test_layer_behaviors_without_norm_first PASSED [ 6%]
keras_hub/src/layers/modeling/transformer_encoder_test.py::TransformerEncoderTest::test_mask_propagation PASSED [ 6%]
keras_hub/src/layers/modeling/transformer_encoder_test.py::TransformerEncoderTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 6%]
keras_hub/src/layers/modeling/transformer_encoder_test.py::TransformerEncoderTest::test_training_propagation PASSED [ 6%]
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keras_hub/src/layers/modeling/transformer_encoder_test.py::TransformerEncoderTest::test_valid_call_with_norm_first PASSED [ 6%]
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keras_hub/src/layers/modeling/transformer_encoder_test.py::TransformerEncoderTest::test_value_error_when_invalid_kernel_inititalizer PASSED [ 6%]
keras_hub/src/layers/modeling/transformer_layer_utils_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 6%]
keras_hub/src/layers/modeling/transformer_layer_utils_test.py::TransformerLayerUtilsTest::test_bad_mask_shapes PASSED [ 6%]
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keras_hub/src/layers/modeling/transformer_layer_utils_test.py::TransformerLayerUtilsTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 6%]
keras_hub/src/layers/preprocessing/audio_converter_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 6%]
keras_hub/src/layers/preprocessing/audio_converter_test.py::AudioConverterTest::test_from_preset PASSED [ 7%]
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keras_hub/src/layers/preprocessing/audio_converter_test.py::AudioConverterTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 7%]
keras_hub/src/layers/preprocessing/image_converter_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 7%]
keras_hub/src/layers/preprocessing/image_converter_test.py::ImageConverterTest::test_config PASSED [ 7%]
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keras_hub/src/layers/preprocessing/image_converter_test.py::ImageConverterTest::test_save_to_preset PASSED [ 8%]
keras_hub/src/layers/preprocessing/image_converter_test.py::ImageConverterTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 8%]
keras_hub/src/layers/preprocessing/image_converter_test.py::ImageConverterTest::test_unbatched PASSED [ 8%]
keras_hub/src/layers/preprocessing/masked_lm_mask_generator_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 8%]
keras_hub/src/layers/preprocessing/masked_lm_mask_generator_test.py::MaskedLMMaskGeneratorTest::test_config PASSED [ 8%]
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keras_hub/src/layers/preprocessing/masked_lm_mask_generator_test.py::MaskedLMMaskGeneratorTest::test_number_of_masked_position_as_expected PASSED [ 8%]
keras_hub/src/layers/preprocessing/masked_lm_mask_generator_test.py::MaskedLMMaskGeneratorTest::test_random_replacement PASSED [ 8%]
keras_hub/src/layers/preprocessing/masked_lm_mask_generator_test.py::MaskedLMMaskGeneratorTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 8%]
keras_hub/src/layers/preprocessing/masked_lm_mask_generator_test.py::MaskedLMMaskGeneratorTest::test_unbatched PASSED [ 8%]
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keras_hub/src/layers/preprocessing/multi_segment_packer_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 8%]
keras_hub/src/layers/preprocessing/multi_segment_packer_test.py::MultiSegmentPackerTest::test_config PASSED [ 8%]
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keras_hub/src/layers/preprocessing/multi_segment_packer_test.py::MultiSegmentPackerTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 9%]
keras_hub/src/layers/preprocessing/multi_segment_packer_test.py::MultiSegmentPackerTest::test_trim_batched_inputs_round_robin PASSED [ 9%]
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keras_hub/src/layers/preprocessing/multi_segment_packer_test.py::MultiSegmentPackerTest::test_trim_single_input_strings PASSED [ 9%]
keras_hub/src/layers/preprocessing/random_deletion_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 9%]
keras_hub/src/layers/preprocessing/random_deletion_test.py::RandomDeletionTest::test_augment_first_batch_second PASSED [ 9%]
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keras_hub/src/layers/preprocessing/random_deletion_test.py::RandomDeletionTest::test_get_config_and_from_config PASSED [ 9%]
keras_hub/src/layers/preprocessing/random_deletion_test.py::RandomDeletionTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 9%]
keras_hub/src/layers/preprocessing/random_deletion_test.py::RandomDeletionTest::test_shape_and_output_from_character_swaps PASSED [ 9%]
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keras_hub/src/layers/preprocessing/random_deletion_test.py::RandomDeletionTest::test_skip_options PASSED [ 9%]
keras_hub/src/layers/preprocessing/random_deletion_test.py::RandomDeletionTest::test_with_integer_tokens PASSED [ 9%]
keras_hub/src/layers/preprocessing/random_swap_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 10%]
keras_hub/src/layers/preprocessing/random_swap_test.py::RandomSwapTest::test_augment_first_batch_second PASSED [ 10%]
keras_hub/src/layers/preprocessing/random_swap_test.py::RandomSwapTest::test_batch_first_augment_second PASSED [ 10%]
keras_hub/src/layers/preprocessing/random_swap_test.py::RandomSwapTest::test_get_config_and_from_config PASSED [ 10%]
keras_hub/src/layers/preprocessing/random_swap_test.py::RandomSwapTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 10%]
keras_hub/src/layers/preprocessing/random_swap_test.py::RandomSwapTest::test_shape_and_output_from_character_swap PASSED [ 10%]
keras_hub/src/layers/preprocessing/random_swap_test.py::RandomSwapTest::test_shape_and_output_from_word_swap PASSED [ 10%]
keras_hub/src/layers/preprocessing/random_swap_test.py::RandomSwapTest::test_skip_options PASSED [ 10%]
keras_hub/src/layers/preprocessing/random_swap_test.py::RandomSwapTest::test_with_integer_tokens PASSED [ 10%]
keras_hub/src/layers/preprocessing/start_end_packer_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 10%]
keras_hub/src/layers/preprocessing/start_end_packer_test.py::StartEndPackerTest::test_batch PASSED [ 10%]
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keras_hub/src/layers/preprocessing/start_end_packer_test.py::StartEndPackerTest::test_call_overrides PASSED [ 10%]
keras_hub/src/layers/preprocessing/start_end_packer_test.py::StartEndPackerTest::test_dense_2D_input PASSED [ 10%]
keras_hub/src/layers/preprocessing/start_end_packer_test.py::StartEndPackerTest::test_dense_input PASSED [ 10%]
keras_hub/src/layers/preprocessing/start_end_packer_test.py::StartEndPackerTest::test_end_token_value_during_truncation PASSED [ 10%]
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keras_hub/src/layers/preprocessing/start_end_packer_test.py::StartEndPackerTest::test_multiple_start_end_tokens PASSED [ 10%]
keras_hub/src/layers/preprocessing/start_end_packer_test.py::StartEndPackerTest::test_ragged_input PASSED [ 11%]
keras_hub/src/layers/preprocessing/start_end_packer_test.py::StartEndPackerTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 11%]
keras_hub/src/layers/preprocessing/start_end_packer_test.py::StartEndPackerTest::test_special_token_dtype_error PASSED [ 11%]
keras_hub/src/layers/preprocessing/start_end_packer_test.py::StartEndPackerTest::test_start_end_padding_value PASSED [ 11%]
keras_hub/src/layers/preprocessing/start_end_packer_test.py::StartEndPackerTest::test_start_end_token PASSED [ 11%]
keras_hub/src/layers/preprocessing/start_end_packer_test.py::StartEndPackerTest::test_string_input PASSED [ 11%]
keras_hub/src/layers/preprocessing/start_end_packer_test.py::StartEndPackerTest::test_string_input_with_multiple_special_values PASSED [ 11%]
keras_hub/src/metrics/bleu_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 11%]
keras_hub/src/metrics/bleu_test.py::BleuTest::test_1d_list_input PASSED [ 11%]
keras_hub/src/metrics/bleu_test.py::BleuTest::test_2d_list_input PASSED [ 11%]
keras_hub/src/metrics/bleu_test.py::BleuTest::test_custom_tokenizer PASSED [ 11%]
keras_hub/src/metrics/bleu_test.py::BleuTest::test_different_order PASSED [ 11%]
keras_hub/src/metrics/bleu_test.py::BleuTest::test_get_config PASSED [ 11%]
keras_hub/src/metrics/bleu_test.py::BleuTest::test_initialization PASSED [ 11%]
keras_hub/src/metrics/bleu_test.py::BleuTest::test_model_compile SKIPPED [ 11%]
keras_hub/src/metrics/bleu_test.py::BleuTest::test_reset_state PASSED [ 11%]
keras_hub/src/metrics/bleu_test.py::BleuTest::test_scalar_input PASSED [ 11%]
keras_hub/src/metrics/bleu_test.py::BleuTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 12%]
keras_hub/src/metrics/bleu_test.py::BleuTest::test_tensor_input PASSED [ 12%]
keras_hub/src/metrics/bleu_test.py::BleuTest::test_update_state PASSED [ 12%]
keras_hub/src/metrics/edit_distance_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 12%]
keras_hub/src/metrics/edit_distance_test.py::EditDistanceTest::test_1d_list_input_normalize PASSED [ 12%]
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keras_hub/src/metrics/edit_distance_test.py::EditDistanceTest::test_2d_list_input_normalize PASSED [ 12%]
keras_hub/src/metrics/edit_distance_test.py::EditDistanceTest::test_2d_list_input_normalize_false PASSED [ 12%]
keras_hub/src/metrics/edit_distance_test.py::EditDistanceTest::test_get_config PASSED [ 12%]
keras_hub/src/metrics/edit_distance_test.py::EditDistanceTest::test_initialization PASSED [ 12%]
keras_hub/src/metrics/edit_distance_test.py::EditDistanceTest::test_model_compile_normalize SKIPPED [ 12%]
keras_hub/src/metrics/edit_distance_test.py::EditDistanceTest::test_model_compile_normalize_false SKIPPED [ 12%]
keras_hub/src/metrics/edit_distance_test.py::EditDistanceTest::test_rank_1_tensor_input_normalize PASSED [ 12%]
keras_hub/src/metrics/edit_distance_test.py::EditDistanceTest::test_reset_state_normalize PASSED [ 12%]
keras_hub/src/metrics/edit_distance_test.py::EditDistanceTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 12%]
keras_hub/src/metrics/edit_distance_test.py::EditDistanceTest::test_tensor_input PASSED [ 12%]
keras_hub/src/metrics/edit_distance_test.py::EditDistanceTest::test_update_state_normalize PASSED [ 12%]
keras_hub/src/metrics/edit_distance_test.py::EditDistanceTest::test_update_state_normalize_false PASSED [ 13%]
keras_hub/src/metrics/perplexity_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 13%]
keras_hub/src/metrics/perplexity_test.py::PerplexityTest::test_from_logits_with_mask_token_id PASSED [ 13%]
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keras_hub/src/metrics/perplexity_test.py::PerplexityTest::test_from_probs_with_pad_token PASSED [ 13%]
keras_hub/src/metrics/perplexity_test.py::PerplexityTest::test_from_probs_with_sample_weight PASSED [ 13%]
keras_hub/src/metrics/perplexity_test.py::PerplexityTest::test_get_config PASSED [ 13%]
keras_hub/src/metrics/perplexity_test.py::PerplexityTest::test_reset_state PASSED [ 13%]
keras_hub/src/metrics/perplexity_test.py::PerplexityTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 13%]
keras_hub/src/metrics/perplexity_test.py::PerplexityTest::test_two_inputs_from_logits PASSED [ 13%]
keras_hub/src/metrics/perplexity_test.py::PerplexityTest::test_update_state PASSED [ 13%]
keras_hub/src/metrics/perplexity_test.py::PerplexityTest::test_vars_after_initializing_class PASSED [ 13%]
keras_hub/src/metrics/rouge_l_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 13%]
keras_hub/src/metrics/rouge_l_test.py::RougeLTest::test_get_config PASSED [ 13%]
keras_hub/src/metrics/rouge_l_test.py::RougeLTest::test_initialization PASSED [ 13%]
keras_hub/src/metrics/rouge_l_test.py::RougeLTest::test_reset_state PASSED [ 13%]
keras_hub/src/metrics/rouge_l_test.py::RougeLTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 14%]
keras_hub/src/metrics/rouge_l_test.py::RougeLTest::test_string_input PASSED [ 14%]
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keras_hub/src/metrics/rouge_l_test.py::RougeLTest::test_tensor_input PASSED [ 14%]
keras_hub/src/metrics/rouge_l_test.py::RougeLTest::test_update_state PASSED [ 14%]
keras_hub/src/metrics/rouge_n_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 14%]
keras_hub/src/metrics/rouge_n_test.py::RougeNTest::test_different_order PASSED [ 14%]
keras_hub/src/metrics/rouge_n_test.py::RougeNTest::test_get_config PASSED [ 14%]
keras_hub/src/metrics/rouge_n_test.py::RougeNTest::test_incorrect_order PASSED [ 14%]
keras_hub/src/metrics/rouge_n_test.py::RougeNTest::test_initialization PASSED [ 14%]
keras_hub/src/metrics/rouge_n_test.py::RougeNTest::test_model_compile SKIPPED [ 14%]
keras_hub/src/metrics/rouge_n_test.py::RougeNTest::test_reset_state PASSED [ 14%]
keras_hub/src/metrics/rouge_n_test.py::RougeNTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 14%]
keras_hub/src/metrics/rouge_n_test.py::RougeNTest::test_string_input PASSED [ 14%]
keras_hub/src/metrics/rouge_n_test.py::RougeNTest::test_string_list_input PASSED [ 14%]
keras_hub/src/metrics/rouge_n_test.py::RougeNTest::test_tensor_input PASSED [ 14%]
keras_hub/src/metrics/rouge_n_test.py::RougeNTest::test_update_state PASSED [ 14%]
keras_hub/src/models/albert/albert_backbone_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 15%]
keras_hub/src/models/albert/albert_backbone_test.py::AlbertBackboneTest::test_all_presets SKIPPED [ 15%]
keras_hub/src/models/albert/albert_backbone_test.py::AlbertBackboneTest::test_backbone_basics PASSED [ 15%]
keras_hub/src/models/albert/albert_backbone_test.py::AlbertBackboneTest::test_error_for_invalid_num_groups PASSED [ 15%]
keras_hub/src/models/albert/albert_backbone_test.py::AlbertBackboneTest::test_saved_model PASSED [ 15%]
keras_hub/src/models/albert/albert_backbone_test.py::AlbertBackboneTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 15%]
keras_hub/src/models/albert/albert_backbone_test.py::AlbertBackboneTest::test_smallest_preset PASSED [ 15%]
keras_hub/src/models/albert/albert_masked_lm_preprocessor_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 15%]
keras_hub/src/models/albert/albert_masked_lm_preprocessor_test.py::AlbertMaskedLMPreprocessorTest::test_all_presets SKIPPED [ 15%]
keras_hub/src/models/albert/albert_masked_lm_preprocessor_test.py::AlbertMaskedLMPreprocessorTest::test_no_masking_zero_rate PASSED [ 15%]
keras_hub/src/models/albert/albert_masked_lm_preprocessor_test.py::AlbertMaskedLMPreprocessorTest::test_preprocessor_basics PASSED [ 15%]
keras_hub/src/models/albert/albert_masked_lm_preprocessor_test.py::AlbertMaskedLMPreprocessorTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 15%]
keras_hub/src/models/albert/albert_masked_lm_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 15%]
keras_hub/src/models/albert/albert_masked_lm_test.py::AlbertMaskedLMTest::test_all_presets SKIPPED [ 15%]
keras_hub/src/models/albert/albert_masked_lm_test.py::AlbertMaskedLMTest::test_masked_lm_basics PASSED [ 15%]
keras_hub/src/models/albert/albert_masked_lm_test.py::AlbertMaskedLMTest::test_saved_model PASSED [ 15%]
keras_hub/src/models/albert/albert_masked_lm_test.py::AlbertMaskedLMTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 15%]
keras_hub/src/models/albert/albert_text_classifier_preprocessor_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 16%]
keras_hub/src/models/albert/albert_text_classifier_preprocessor_test.py::AlbertTextClassifierPreprocessorTest::test_all_presets SKIPPED [ 16%]
keras_hub/src/models/albert/albert_text_classifier_preprocessor_test.py::AlbertTextClassifierPreprocessorTest::test_errors_for_2d_list_input PASSED [ 16%]
keras_hub/src/models/albert/albert_text_classifier_preprocessor_test.py::AlbertTextClassifierPreprocessorTest::test_preprocessor_basics PASSED [ 16%]
keras_hub/src/models/albert/albert_text_classifier_preprocessor_test.py::AlbertTextClassifierPreprocessorTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 16%]
keras_hub/src/models/albert/albert_text_classifier_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 16%]
keras_hub/src/models/albert/albert_text_classifier_test.py::AlbertTextClassifierTest::test_all_presets SKIPPED [ 16%]
keras_hub/src/models/albert/albert_text_classifier_test.py::AlbertTextClassifierTest::test_classifier_basics PASSED [ 16%]
keras_hub/src/models/albert/albert_text_classifier_test.py::AlbertTextClassifierTest::test_saved_model PASSED [ 16%]
keras_hub/src/models/albert/albert_text_classifier_test.py::AlbertTextClassifierTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 16%]
keras_hub/src/models/albert/albert_tokenizer_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 16%]
keras_hub/src/models/albert/albert_tokenizer_test.py::AlbertTokenizerTest::test_all_presets SKIPPED [ 16%]
keras_hub/src/models/albert/albert_tokenizer_test.py::AlbertTokenizerTest::test_errors_missing_special_tokens PASSED [ 16%]
keras_hub/src/models/albert/albert_tokenizer_test.py::AlbertTokenizerTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 16%]
keras_hub/src/models/albert/albert_tokenizer_test.py::AlbertTokenizerTest::test_smallest_preset PASSED [ 16%]
keras_hub/src/models/albert/albert_tokenizer_test.py::AlbertTokenizerTest::test_tokenizer_basics PASSED [ 16%]
keras_hub/src/models/backbone_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 16%]
keras_hub/src/models/backbone_test.py::TestBackbone::test_from_preset PASSED [ 16%]
keras_hub/src/models/backbone_test.py::TestBackbone::test_from_preset_errors PASSED [ 17%]
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keras_hub/src/models/backbone_test.py::TestBackbone::test_preset_accessors PASSED [ 17%]
keras_hub/src/models/backbone_test.py::TestBackbone::test_save_to_preset PASSED [ 17%]
keras_hub/src/models/backbone_test.py::TestBackbone::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 17%]
keras_hub/src/models/bart/bart_backbone_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 17%]
keras_hub/src/models/bart/bart_backbone_test.py::BartBackboneTest::test_all_presets SKIPPED [ 17%]
keras_hub/src/models/bart/bart_backbone_test.py::BartBackboneTest::test_backbone_basics PASSED [ 17%]
keras_hub/src/models/bart/bart_backbone_test.py::BartBackboneTest::test_saved_model PASSED [ 17%]
keras_hub/src/models/bart/bart_backbone_test.py::BartBackboneTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 17%]
keras_hub/src/models/bart/bart_backbone_test.py::BartBackboneTest::test_smallest_preset PASSED [ 17%]
keras_hub/src/models/bart/bart_seq_2_seq_lm_preprocessor_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 17%]
keras_hub/src/models/bart/bart_seq_2_seq_lm_preprocessor_test.py::BartSeq2SeqLMPreprocessorTest::test_all_presets SKIPPED [ 17%]
keras_hub/src/models/bart/bart_seq_2_seq_lm_preprocessor_test.py::BartSeq2SeqLMPreprocessorTest::test_generate_postprocess PASSED [ 17%]
keras_hub/src/models/bart/bart_seq_2_seq_lm_preprocessor_test.py::BartSeq2SeqLMPreprocessorTest::test_generate_preprocess PASSED [ 17%]
keras_hub/src/models/bart/bart_seq_2_seq_lm_preprocessor_test.py::BartSeq2SeqLMPreprocessorTest::test_preprocessor_basics PASSED [ 17%]
keras_hub/src/models/bart/bart_seq_2_seq_lm_preprocessor_test.py::BartSeq2SeqLMPreprocessorTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 17%]
keras_hub/src/models/bart/bart_seq_2_seq_lm_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 18%]
keras_hub/src/models/bart/bart_seq_2_seq_lm_test.py::BartSeq2SeqLMTest::test_all_presets SKIPPED [ 18%]
keras_hub/src/models/bart/bart_seq_2_seq_lm_test.py::BartSeq2SeqLMTest::test_beam_search PASSED [ 18%]
keras_hub/src/models/bart/bart_seq_2_seq_lm_test.py::BartSeq2SeqLMTest::test_causal_lm_basics PASSED [ 18%]
keras_hub/src/models/bart/bart_seq_2_seq_lm_test.py::BartSeq2SeqLMTest::test_early_stopping PASSED [ 18%]
keras_hub/src/models/bart/bart_seq_2_seq_lm_test.py::BartSeq2SeqLMTest::test_generate PASSED [ 18%]
keras_hub/src/models/bart/bart_seq_2_seq_lm_test.py::BartSeq2SeqLMTest::test_generate_compilation PASSED [ 18%]
keras_hub/src/models/bart/bart_seq_2_seq_lm_test.py::BartSeq2SeqLMTest::test_saved_model PASSED [ 18%]
keras_hub/src/models/bart/bart_seq_2_seq_lm_test.py::BartSeq2SeqLMTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 18%]
keras_hub/src/models/bart/bart_tokenizer_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 18%]
keras_hub/src/models/bart/bart_tokenizer_test.py::BartTokenizerTest::test_all_presets SKIPPED [ 18%]
keras_hub/src/models/bart/bart_tokenizer_test.py::BartTokenizerTest::test_errors_missing_special_tokens PASSED [ 18%]
keras_hub/src/models/bart/bart_tokenizer_test.py::BartTokenizerTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 18%]
keras_hub/src/models/bart/bart_tokenizer_test.py::BartTokenizerTest::test_smallest_preset PASSED [ 18%]
keras_hub/src/models/bart/bart_tokenizer_test.py::BartTokenizerTest::test_tokenizer_basics PASSED [ 18%]
keras_hub/src/models/basnet/basnet_backbone_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 18%]
keras_hub/src/models/basnet/basnet_backbone_test.py::BASNetBackboneTest::test_backbone_basics PASSED [ 18%]
keras_hub/src/models/basnet/basnet_backbone_test.py::BASNetBackboneTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 18%]
keras_hub/src/models/basnet/basnet_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 19%]
keras_hub/src/models/basnet/basnet_test.py::BASNetTest::test_all_presets SKIPPED [ 19%]
keras_hub/src/models/basnet/basnet_test.py::BASNetTest::test_basics PASSED [ 19%]
keras_hub/src/models/basnet/basnet_test.py::BASNetTest::test_end_to_end_model_predict PASSED [ 19%]
keras_hub/src/models/basnet/basnet_test.py::BASNetTest::test_saved_model PASSED [ 19%]
keras_hub/src/models/basnet/basnet_test.py::BASNetTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 19%]
keras_hub/src/models/bert/bert_backbone_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 19%]
keras_hub/src/models/bert/bert_backbone_test.py::BertBackboneTest::test_all_presets SKIPPED [ 19%]
keras_hub/src/models/bert/bert_backbone_test.py::BertBackboneTest::test_backbone_basics PASSED [ 19%]
keras_hub/src/models/bert/bert_backbone_test.py::BertBackboneTest::test_saved_model PASSED [ 19%]
keras_hub/src/models/bert/bert_backbone_test.py::BertBackboneTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 19%]
keras_hub/src/models/bert/bert_backbone_test.py::BertBackboneTest::test_smallest_preset PASSED [ 19%]
keras_hub/src/models/bert/bert_masked_lm_preprocessor_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 19%]
keras_hub/src/models/bert/bert_masked_lm_preprocessor_test.py::BertMaskedLMPreprocessorTest::test_all_presets SKIPPED [ 19%]
keras_hub/src/models/bert/bert_masked_lm_preprocessor_test.py::BertMaskedLMPreprocessorTest::test_no_masking_zero_rate PASSED [ 19%]
keras_hub/src/models/bert/bert_masked_lm_preprocessor_test.py::BertMaskedLMPreprocessorTest::test_preprocessor_basics PASSED [ 19%]
keras_hub/src/models/bert/bert_masked_lm_preprocessor_test.py::BertMaskedLMPreprocessorTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 19%]
keras_hub/src/models/bert/bert_masked_lm_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 20%]
keras_hub/src/models/bert/bert_masked_lm_test.py::BertMaskedLMTest::test_all_presets SKIPPED [ 20%]
keras_hub/src/models/bert/bert_masked_lm_test.py::BertMaskedLMTest::test_masked_lm_basics PASSED [ 20%]
keras_hub/src/models/bert/bert_masked_lm_test.py::BertMaskedLMTest::test_saved_model PASSED [ 20%]
keras_hub/src/models/bert/bert_masked_lm_test.py::BertMaskedLMTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 20%]
keras_hub/src/models/bert/bert_text_classifier_preprocessor_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 20%]
keras_hub/src/models/bert/bert_text_classifier_preprocessor_test.py::BertTextClassifierPreprocessorTest::test_all_presets SKIPPED [ 20%]
keras_hub/src/models/bert/bert_text_classifier_preprocessor_test.py::BertTextClassifierPreprocessorTest::test_errors_for_2d_list_input PASSED [ 20%]
keras_hub/src/models/bert/bert_text_classifier_preprocessor_test.py::BertTextClassifierPreprocessorTest::test_preprocessor_basics PASSED [ 20%]
keras_hub/src/models/bert/bert_text_classifier_preprocessor_test.py::BertTextClassifierPreprocessorTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 20%]
keras_hub/src/models/bert/bert_text_classifier_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 20%]
keras_hub/src/models/bert/bert_text_classifier_test.py::BertTextClassifierTest::test_all_presets SKIPPED [ 20%]
keras_hub/src/models/bert/bert_text_classifier_test.py::BertTextClassifierTest::test_classifier_basics PASSED [ 20%]
keras_hub/src/models/bert/bert_text_classifier_test.py::BertTextClassifierTest::test_saved_model PASSED [ 20%]
keras_hub/src/models/bert/bert_text_classifier_test.py::BertTextClassifierTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 20%]
keras_hub/src/models/bert/bert_text_classifier_test.py::BertTextClassifierTest::test_smallest_preset PASSED [ 20%]
keras_hub/src/models/bert/bert_tokenizer_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 20%]
keras_hub/src/models/bert/bert_tokenizer_test.py::BertTokenizerTest::test_all_presets SKIPPED [ 21%]
keras_hub/src/models/bert/bert_tokenizer_test.py::BertTokenizerTest::test_errors_missing_special_tokens PASSED [ 21%]
keras_hub/src/models/bert/bert_tokenizer_test.py::BertTokenizerTest::test_lowercase PASSED [ 21%]
keras_hub/src/models/bert/bert_tokenizer_test.py::BertTokenizerTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 21%]
keras_hub/src/models/bert/bert_tokenizer_test.py::BertTokenizerTest::test_smallest_preset PASSED [ 21%]
keras_hub/src/models/bert/bert_tokenizer_test.py::BertTokenizerTest::test_tokenizer_basics PASSED [ 21%]
keras_hub/src/models/bert/bert_tokenizer_test.py::BertTokenizerTest::test_tokenizer_special_tokens PASSED [ 21%]
keras_hub/src/models/bloom/bloom_backbone_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 21%]
keras_hub/src/models/bloom/bloom_backbone_test.py::BloomBackboneTest::test_all_presets SKIPPED [ 21%]
keras_hub/src/models/bloom/bloom_backbone_test.py::BloomBackboneTest::test_backbone_basics PASSED [ 21%]
keras_hub/src/models/bloom/bloom_backbone_test.py::BloomBackboneTest::test_saved_model PASSED [ 21%]
keras_hub/src/models/bloom/bloom_backbone_test.py::BloomBackboneTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 21%]
keras_hub/src/models/bloom/bloom_backbone_test.py::BloomBackboneTest::test_smallest_preset PASSED [ 21%]
keras_hub/src/models/bloom/bloom_causal_lm_preprocessor_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 21%]
keras_hub/src/models/bloom/bloom_causal_lm_preprocessor_test.py::BloomCausalLMPreprocessorTest::test_all_presets SKIPPED [ 21%]
keras_hub/src/models/bloom/bloom_causal_lm_preprocessor_test.py::BloomCausalLMPreprocessorTest::test_generate_postprocess PASSED [ 21%]
keras_hub/src/models/bloom/bloom_causal_lm_preprocessor_test.py::BloomCausalLMPreprocessorTest::test_generate_preprocess PASSED [ 21%]
keras_hub/src/models/bloom/bloom_causal_lm_preprocessor_test.py::BloomCausalLMPreprocessorTest::test_no_start_end_token PASSED [ 21%]
keras_hub/src/models/bloom/bloom_causal_lm_preprocessor_test.py::BloomCausalLMPreprocessorTest::test_preprocessor_basics PASSED [ 22%]
keras_hub/src/models/bloom/bloom_causal_lm_preprocessor_test.py::BloomCausalLMPreprocessorTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 22%]
keras_hub/src/models/bloom/bloom_causal_lm_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 22%]
keras_hub/src/models/bloom/bloom_causal_lm_test.py::BloomCausalLMTest::test_all_presets SKIPPED [ 22%]
keras_hub/src/models/bloom/bloom_causal_lm_test.py::BloomCausalLMTest::test_causal_lm_basics PASSED [ 22%]
keras_hub/src/models/bloom/bloom_causal_lm_test.py::BloomCausalLMTest::test_early_stopping PASSED [ 22%]
keras_hub/src/models/bloom/bloom_causal_lm_test.py::BloomCausalLMTest::test_generate PASSED [ 22%]
keras_hub/src/models/bloom/bloom_causal_lm_test.py::BloomCausalLMTest::test_generate_compilation PASSED [ 22%]
keras_hub/src/models/bloom/bloom_causal_lm_test.py::BloomCausalLMTest::test_generate_with_bfloat16 PASSED [ 22%]
keras_hub/src/models/bloom/bloom_causal_lm_test.py::BloomCausalLMTest::test_generate_with_mixed_float16 PASSED [ 22%]
keras_hub/src/models/bloom/bloom_causal_lm_test.py::BloomCausalLMTest::test_saved_model PASSED [ 22%]
keras_hub/src/models/bloom/bloom_causal_lm_test.py::BloomCausalLMTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 22%]
keras_hub/src/models/bloom/bloom_tokenizer_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 22%]
keras_hub/src/models/bloom/bloom_tokenizer_test.py::BloomTokenizerTest::test_all_presets SKIPPED [ 22%]
keras_hub/src/models/bloom/bloom_tokenizer_test.py::BloomTokenizerTest::test_errors_missing_special_tokens PASSED [ 22%]
keras_hub/src/models/bloom/bloom_tokenizer_test.py::BloomTokenizerTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 22%]
keras_hub/src/models/bloom/bloom_tokenizer_test.py::BloomTokenizerTest::test_smallest_preset PASSED [ 22%]
keras_hub/src/models/bloom/bloom_tokenizer_test.py::BloomTokenizerTest::test_tokenizer_basics PASSED [ 23%]
keras_hub/src/models/causal_lm_preprocessor_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 23%]
keras_hub/src/models/causal_lm_preprocessor_test.py::TestCausalLMPreprocessor::test_from_preset PASSED [ 23%]
keras_hub/src/models/causal_lm_preprocessor_test.py::TestCausalLMPreprocessor::test_from_preset_errors PASSED [ 23%]
keras_hub/src/models/causal_lm_preprocessor_test.py::TestCausalLMPreprocessor::test_from_preset_with_sequence_length PASSED [ 23%]
keras_hub/src/models/causal_lm_preprocessor_test.py::TestCausalLMPreprocessor::test_preset_accessors PASSED [ 23%]
keras_hub/src/models/causal_lm_preprocessor_test.py::TestCausalLMPreprocessor::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 23%]
keras_hub/src/models/clip/clip_backbone_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 23%]
keras_hub/src/models/clip/clip_backbone_test.py::CLIPBackboneTest::test_all_presets SKIPPED [ 23%]
keras_hub/src/models/clip/clip_backbone_test.py::CLIPBackboneTest::test_backbone_basics PASSED [ 23%]
keras_hub/src/models/clip/clip_backbone_test.py::CLIPBackboneTest::test_saved_model PASSED [ 23%]
keras_hub/src/models/clip/clip_backbone_test.py::CLIPBackboneTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 23%]
keras_hub/src/models/clip/clip_preprocessor_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 23%]
keras_hub/src/models/clip/clip_preprocessor_test.py::CLIPPreprocessorTest::test_all_presets SKIPPED [ 23%]
keras_hub/src/models/clip/clip_preprocessor_test.py::CLIPPreprocessorTest::test_no_start_end_token PASSED [ 23%]
keras_hub/src/models/clip/clip_preprocessor_test.py::CLIPPreprocessorTest::test_preprocessor_basics PASSED [ 23%]
keras_hub/src/models/clip/clip_preprocessor_test.py::CLIPPreprocessorTest::test_sequence_length_override PASSED [ 23%]
keras_hub/src/models/clip/clip_preprocessor_test.py::CLIPPreprocessorTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 24%]
keras_hub/src/models/clip/clip_tokenizer_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 24%]
keras_hub/src/models/clip/clip_tokenizer_test.py::CLIPTokenizerTest::test_all_presets SKIPPED [ 24%]
keras_hub/src/models/clip/clip_tokenizer_test.py::CLIPTokenizerTest::test_errors_missing_special_tokens PASSED [ 24%]
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keras_hub/src/models/clip/clip_tokenizer_test.py::CLIPTokenizerTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 24%]
keras_hub/src/models/clip/clip_tokenizer_test.py::CLIPTokenizerTest::test_smallest_preset PASSED [ 24%]
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keras_hub/src/models/cspnet/cspnet_backbone_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 24%]
keras_hub/src/models/cspnet/cspnet_backbone_test.py::CSPNetBackboneTest::test_all_presets SKIPPED [ 24%]
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keras_hub/src/models/cspnet/cspnet_backbone_test.py::CSPNetBackboneTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 24%]
keras_hub/src/models/cspnet/cspnet_image_classifier_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 24%]
keras_hub/src/models/cspnet/cspnet_image_classifier_test.py::CSPNetImageClassifierTest::test_classifier_basics PASSED [ 24%]
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keras_hub/src/models/cspnet/cspnet_image_classifier_test.py::CSPNetImageClassifierTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 24%]
keras_hub/src/models/cspnet/cspnet_image_classifier_test.py::CSPNetImageClassifierTest::test_smallest_preset PASSED [ 24%]
keras_hub/src/models/deberta_v3/deberta_v3_backbone_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 25%]
keras_hub/src/models/deberta_v3/deberta_v3_backbone_test.py::DebertaV3BackboneTest::test_all_presets SKIPPED [ 25%]
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keras_hub/src/models/deberta_v3/deberta_v3_backbone_test.py::DebertaV3BackboneTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 25%]
keras_hub/src/models/deberta_v3/deberta_v3_backbone_test.py::DebertaV3BackboneTest::test_smallest_preset PASSED [ 25%]
keras_hub/src/models/deberta_v3/deberta_v3_masked_lm_preprocessor_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 25%]
keras_hub/src/models/deberta_v3/deberta_v3_masked_lm_preprocessor_test.py::DebertaV3MaskedLMPreprocessorTest::test_all_presets SKIPPED [ 25%]
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keras_hub/src/models/deberta_v3/deberta_v3_masked_lm_preprocessor_test.py::DebertaV3MaskedLMPreprocessorTest::test_preprocessor_basics PASSED [ 25%]
keras_hub/src/models/deberta_v3/deberta_v3_masked_lm_preprocessor_test.py::DebertaV3MaskedLMPreprocessorTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 25%]
keras_hub/src/models/deberta_v3/deberta_v3_masked_lm_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 25%]
keras_hub/src/models/deberta_v3/deberta_v3_masked_lm_test.py::DebertaV3MaskedLMTest::test_all_presets SKIPPED [ 25%]
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keras_hub/src/models/deberta_v3/deberta_v3_masked_lm_test.py::DebertaV3MaskedLMTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 25%]
keras_hub/src/models/deberta_v3/deberta_v3_text_classifier_preprocessor_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 25%]
keras_hub/src/models/deberta_v3/deberta_v3_text_classifier_preprocessor_test.py::DebertaV3TextClassifierPreprocessorTest::test_all_presets SKIPPED [ 26%]
keras_hub/src/models/deberta_v3/deberta_v3_text_classifier_preprocessor_test.py::DebertaV3TextClassifierPreprocessorTest::test_errors_for_2d_list_input PASSED [ 26%]
keras_hub/src/models/deberta_v3/deberta_v3_text_classifier_preprocessor_test.py::DebertaV3TextClassifierPreprocessorTest::test_preprocessor_basics PASSED [ 26%]
keras_hub/src/models/deberta_v3/deberta_v3_text_classifier_preprocessor_test.py::DebertaV3TextClassifierPreprocessorTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 26%]
keras_hub/src/models/deberta_v3/deberta_v3_text_classifier_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 26%]
keras_hub/src/models/deberta_v3/deberta_v3_text_classifier_test.py::DebertaV3TextClassifierTest::test_all_presets SKIPPED [ 26%]
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keras_hub/src/models/deberta_v3/deberta_v3_text_classifier_test.py::DebertaV3TextClassifierTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 26%]
keras_hub/src/models/deberta_v3/deberta_v3_tokenizer_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 26%]
keras_hub/src/models/deberta_v3/deberta_v3_tokenizer_test.py::DebertaV3TokenizerTest::test_all_presets SKIPPED [ 26%]
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keras_hub/src/models/deberta_v3/deberta_v3_tokenizer_test.py::DebertaV3TokenizerTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 26%]
keras_hub/src/models/deberta_v3/deberta_v3_tokenizer_test.py::DebertaV3TokenizerTest::test_smallest_preset PASSED [ 26%]
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keras_hub/src/models/deeplab_v3/deeplab_v3_backbone_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 26%]
keras_hub/src/models/deeplab_v3/deeplab_v3_backbone_test.py::DeepLabV3Test::test_saved_model PASSED [ 27%]
keras_hub/src/models/deeplab_v3/deeplab_v3_backbone_test.py::DeepLabV3Test::test_segmentation_basics PASSED [ 27%]
keras_hub/src/models/deeplab_v3/deeplab_v3_backbone_test.py::DeepLabV3Test::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 27%]
keras_hub/src/models/deeplab_v3/deeplab_v3_backbone_test.py::SpatialPyramidPoolingTest::test_layer_behaviors PASSED [ 27%]
keras_hub/src/models/deeplab_v3/deeplab_v3_backbone_test.py::SpatialPyramidPoolingTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 27%]
keras_hub/src/models/deeplab_v3/deeplab_v3_segmenter_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 27%]
keras_hub/src/models/deeplab_v3/deeplab_v3_segmenter_test.py::DeepLabV3ImageSegmenterTest::test_classifier_basics PASSED [ 27%]
keras_hub/src/models/deeplab_v3/deeplab_v3_segmenter_test.py::DeepLabV3ImageSegmenterTest::test_saved_model PASSED [ 27%]
keras_hub/src/models/deeplab_v3/deeplab_v3_segmenter_test.py::DeepLabV3ImageSegmenterTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 27%]
keras_hub/src/models/densenet/densenet_backbone_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 27%]
keras_hub/src/models/densenet/densenet_backbone_test.py::DenseNetBackboneTest::test_backbone_basics PASSED [ 27%]
keras_hub/src/models/densenet/densenet_backbone_test.py::DenseNetBackboneTest::test_saved_model PASSED [ 27%]
keras_hub/src/models/densenet/densenet_backbone_test.py::DenseNetBackboneTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 27%]
keras_hub/src/models/densenet/densenet_image_classifier_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 27%]
keras_hub/src/models/densenet/densenet_image_classifier_test.py::DenseNetImageClassifierTest::test_all_presets SKIPPED [ 27%]
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keras_hub/src/models/densenet/densenet_image_classifier_test.py::DenseNetImageClassifierTest::test_saved_model PASSED [ 27%]
keras_hub/src/models/densenet/densenet_image_classifier_test.py::DenseNetImageClassifierTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 27%]
keras_hub/src/models/densenet/densenet_image_classifier_test.py::DenseNetImageClassifierTest::test_smallest_preset PASSED [ 28%]
keras_hub/src/models/distil_bert/distil_bert_backbone_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 28%]
keras_hub/src/models/distil_bert/distil_bert_backbone_test.py::DistilBertBackboneTest::test_all_presets SKIPPED [ 28%]
keras_hub/src/models/distil_bert/distil_bert_backbone_test.py::DistilBertBackboneTest::test_backbone_basics PASSED [ 28%]
keras_hub/src/models/distil_bert/distil_bert_backbone_test.py::DistilBertBackboneTest::test_saved_model PASSED [ 28%]
keras_hub/src/models/distil_bert/distil_bert_backbone_test.py::DistilBertBackboneTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 28%]
keras_hub/src/models/distil_bert/distil_bert_backbone_test.py::DistilBertBackboneTest::test_smallest_preset PASSED [ 28%]
keras_hub/src/models/distil_bert/distil_bert_masked_lm_preprocessor_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 28%]
keras_hub/src/models/distil_bert/distil_bert_masked_lm_preprocessor_test.py::DistilBertMaskedLMPreprocessorTest::test_all_presets SKIPPED [ 28%]
keras_hub/src/models/distil_bert/distil_bert_masked_lm_preprocessor_test.py::DistilBertMaskedLMPreprocessorTest::test_no_masking_zero_rate PASSED [ 28%]
keras_hub/src/models/distil_bert/distil_bert_masked_lm_preprocessor_test.py::DistilBertMaskedLMPreprocessorTest::test_preprocessor_basics PASSED [ 28%]
keras_hub/src/models/distil_bert/distil_bert_masked_lm_preprocessor_test.py::DistilBertMaskedLMPreprocessorTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 28%]
keras_hub/src/models/distil_bert/distil_bert_masked_lm_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 28%]
keras_hub/src/models/distil_bert/distil_bert_masked_lm_test.py::DistilBertMaskedLMTest::test_all_presets SKIPPED [ 28%]
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keras_hub/src/models/distil_bert/distil_bert_masked_lm_test.py::DistilBertMaskedLMTest::test_saved_model PASSED [ 28%]
keras_hub/src/models/distil_bert/distil_bert_masked_lm_test.py::DistilBertMaskedLMTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 28%]
keras_hub/src/models/distil_bert/distil_bert_text_classifier_preprocessor_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 29%]
keras_hub/src/models/distil_bert/distil_bert_text_classifier_preprocessor_test.py::DistilBertTextClassifierPreprocessorTest::test_all_presets SKIPPED [ 29%]
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keras_hub/src/models/distil_bert/distil_bert_text_classifier_preprocessor_test.py::DistilBertTextClassifierPreprocessorTest::test_preprocessor_basics PASSED [ 29%]
keras_hub/src/models/distil_bert/distil_bert_text_classifier_preprocessor_test.py::DistilBertTextClassifierPreprocessorTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 29%]
keras_hub/src/models/distil_bert/distil_bert_text_classifier_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 29%]
keras_hub/src/models/distil_bert/distil_bert_text_classifier_test.py::DistilBertTextClassifierTest::test_all_presets SKIPPED [ 29%]
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keras_hub/src/models/distil_bert/distil_bert_text_classifier_test.py::DistilBertTextClassifierTest::test_saved_model PASSED [ 29%]
keras_hub/src/models/distil_bert/distil_bert_text_classifier_test.py::DistilBertTextClassifierTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 29%]
keras_hub/src/models/distil_bert/distil_bert_tokenizer_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 29%]
keras_hub/src/models/distil_bert/distil_bert_tokenizer_test.py::DistilBertTokenizerTest::test_all_presets SKIPPED [ 29%]
keras_hub/src/models/distil_bert/distil_bert_tokenizer_test.py::DistilBertTokenizerTest::test_errors_missing_special_tokens PASSED [ 29%]
keras_hub/src/models/distil_bert/distil_bert_tokenizer_test.py::DistilBertTokenizerTest::test_lowercase PASSED [ 29%]
keras_hub/src/models/distil_bert/distil_bert_tokenizer_test.py::DistilBertTokenizerTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 29%]
keras_hub/src/models/distil_bert/distil_bert_tokenizer_test.py::DistilBertTokenizerTest::test_smallest_preset PASSED [ 29%]
keras_hub/src/models/distil_bert/distil_bert_tokenizer_test.py::DistilBertTokenizerTest::test_tokenizer_basics PASSED [ 29%]
keras_hub/src/models/distil_bert/distil_bert_tokenizer_test.py::DistilBertTokenizerTest::test_tokenizer_special_tokens PASSED [ 29%]
keras_hub/src/models/efficientnet/cba_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 30%]
keras_hub/src/models/efficientnet/cba_test.py::CBABlockTest::test_different_input_output_shapes PASSED [ 30%]
keras_hub/src/models/efficientnet/cba_test.py::CBABlockTest::test_same_input_output_shapes PASSED [ 30%]
keras_hub/src/models/efficientnet/cba_test.py::CBABlockTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 30%]
keras_hub/src/models/efficientnet/efficientnet_backbone_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 30%]
keras_hub/src/models/efficientnet/efficientnet_backbone_test.py::EfficientNetBackboneTest::test_application_variable_input_channels_four_channels PASSED [ 30%]
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keras_hub/src/models/efficientnet/efficientnet_backbone_test.py::EfficientNetBackboneTest::test_backbone_basics PASSED [ 30%]
keras_hub/src/models/efficientnet/efficientnet_backbone_test.py::EfficientNetBackboneTest::test_feature_pyramid_outputs PASSED [ 30%]
keras_hub/src/models/efficientnet/efficientnet_backbone_test.py::EfficientNetBackboneTest::test_saved_model PASSED [ 30%]
keras_hub/src/models/efficientnet/efficientnet_backbone_test.py::EfficientNetBackboneTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 30%]
keras_hub/src/models/efficientnet/efficientnet_backbone_test.py::EfficientNetBackboneTest::test_valid_call PASSED [ 30%]
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keras_hub/src/models/efficientnet/efficientnet_image_classifier_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 30%]
keras_hub/src/models/efficientnet/efficientnet_image_classifier_test.py::EfficientNetImageClassifierTest::test_all_presets SKIPPED [ 30%]
keras_hub/src/models/efficientnet/efficientnet_image_classifier_test.py::EfficientNetImageClassifierTest::test_classifier_basics SKIPPED [ 30%]
keras_hub/src/models/efficientnet/efficientnet_image_classifier_test.py::EfficientNetImageClassifierTest::test_saved_model PASSED [ 30%]
keras_hub/src/models/efficientnet/efficientnet_image_classifier_test.py::EfficientNetImageClassifierTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 31%]
keras_hub/src/models/efficientnet/efficientnet_image_classifier_test.py::EfficientNetImageClassifierTest::test_smallest_preset PASSED [ 31%]
keras_hub/src/models/efficientnet/fusedmbconv_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 31%]
keras_hub/src/models/efficientnet/fusedmbconv_test.py::FusedMBConvBlockTest::test_different_input_output_shapes PASSED [ 31%]
keras_hub/src/models/efficientnet/fusedmbconv_test.py::FusedMBConvBlockTest::test_same_input_output_shapes PASSED [ 31%]
keras_hub/src/models/efficientnet/fusedmbconv_test.py::FusedMBConvBlockTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 31%]
keras_hub/src/models/efficientnet/fusedmbconv_test.py::FusedMBConvBlockTest::test_squeeze_excitation_ratio PASSED [ 31%]
keras_hub/src/models/efficientnet/mbconv_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 31%]
keras_hub/src/models/efficientnet/mbconv_test.py::MBConvTest::test_different_input_output_shapes PASSED [ 31%]
keras_hub/src/models/efficientnet/mbconv_test.py::MBConvTest::test_same_input_output_shapes PASSED [ 31%]
keras_hub/src/models/efficientnet/mbconv_test.py::MBConvTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 31%]
keras_hub/src/models/efficientnet/mbconv_test.py::MBConvTest::test_squeeze_excitation_ratio PASSED [ 31%]
keras_hub/src/models/electra/electra_backbone_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 31%]
keras_hub/src/models/electra/electra_backbone_test.py::ElectraBackboneTest::test_all_presets SKIPPED [ 31%]
keras_hub/src/models/electra/electra_backbone_test.py::ElectraBackboneTest::test_backbone_basics PASSED [ 31%]
keras_hub/src/models/electra/electra_backbone_test.py::ElectraBackboneTest::test_saved_model PASSED [ 31%]
keras_hub/src/models/electra/electra_backbone_test.py::ElectraBackboneTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 31%]
keras_hub/src/models/electra/electra_backbone_test.py::ElectraBackboneTest::test_smallest_preset PASSED [ 32%]
keras_hub/src/models/electra/electra_tokenizer_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 32%]
keras_hub/src/models/electra/electra_tokenizer_test.py::ElectraTokenizerTest::test_all_presets SKIPPED [ 32%]
keras_hub/src/models/electra/electra_tokenizer_test.py::ElectraTokenizerTest::test_errors_missing_special_tokens PASSED [ 32%]
keras_hub/src/models/electra/electra_tokenizer_test.py::ElectraTokenizerTest::test_lowercase PASSED [ 32%]
keras_hub/src/models/electra/electra_tokenizer_test.py::ElectraTokenizerTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 32%]
keras_hub/src/models/electra/electra_tokenizer_test.py::ElectraTokenizerTest::test_smallest_preset PASSED [ 32%]
keras_hub/src/models/electra/electra_tokenizer_test.py::ElectraTokenizerTest::test_tokenizer_basics PASSED [ 32%]
keras_hub/src/models/electra/electra_tokenizer_test.py::ElectraTokenizerTest::test_tokenizer_special_tokens PASSED [ 32%]
keras_hub/src/models/f_net/f_net_backbone_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 32%]
keras_hub/src/models/f_net/f_net_backbone_test.py::FNetBackboneTest::test_all_presets SKIPPED [ 32%]
keras_hub/src/models/f_net/f_net_backbone_test.py::FNetBackboneTest::test_backbone_basics PASSED [ 32%]
keras_hub/src/models/f_net/f_net_backbone_test.py::FNetBackboneTest::test_saved_model PASSED [ 32%]
keras_hub/src/models/f_net/f_net_backbone_test.py::FNetBackboneTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 32%]
keras_hub/src/models/f_net/f_net_backbone_test.py::FNetBackboneTest::test_smallest_preset PASSED [ 32%]
keras_hub/src/models/f_net/f_net_masked_lm_preprocessor_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 32%]
keras_hub/src/models/f_net/f_net_masked_lm_preprocessor_test.py::FNetMaskedLMPreprocessorTest::test_all_presets SKIPPED [ 32%]
keras_hub/src/models/f_net/f_net_masked_lm_preprocessor_test.py::FNetMaskedLMPreprocessorTest::test_no_masking_zero_rate PASSED [ 32%]
keras_hub/src/models/f_net/f_net_masked_lm_preprocessor_test.py::FNetMaskedLMPreprocessorTest::test_preprocessor_basics PASSED [ 33%]
keras_hub/src/models/f_net/f_net_masked_lm_preprocessor_test.py::FNetMaskedLMPreprocessorTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 33%]
keras_hub/src/models/f_net/f_net_masked_lm_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 33%]
keras_hub/src/models/f_net/f_net_masked_lm_test.py::FNetMaskedLMTest::test_all_presets SKIPPED [ 33%]
keras_hub/src/models/f_net/f_net_masked_lm_test.py::FNetMaskedLMTest::test_masked_lm_basics PASSED [ 33%]
keras_hub/src/models/f_net/f_net_masked_lm_test.py::FNetMaskedLMTest::test_saved_model PASSED [ 33%]
keras_hub/src/models/f_net/f_net_masked_lm_test.py::FNetMaskedLMTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 33%]
keras_hub/src/models/f_net/f_net_text_classifier_preprocessor_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 33%]
keras_hub/src/models/f_net/f_net_text_classifier_preprocessor_test.py::FNetTextClassifierPreprocessorTest::test_all_presets SKIPPED [ 33%]
keras_hub/src/models/f_net/f_net_text_classifier_preprocessor_test.py::FNetTextClassifierPreprocessorTest::test_errors_for_2d_list_input PASSED [ 33%]
keras_hub/src/models/f_net/f_net_text_classifier_preprocessor_test.py::FNetTextClassifierPreprocessorTest::test_preprocessor_basics PASSED [ 33%]
keras_hub/src/models/f_net/f_net_text_classifier_preprocessor_test.py::FNetTextClassifierPreprocessorTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 33%]
keras_hub/src/models/f_net/f_net_text_classifier_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 33%]
keras_hub/src/models/f_net/f_net_text_classifier_test.py::FNetTextClassifierTest::test_all_presets SKIPPED [ 33%]
keras_hub/src/models/f_net/f_net_text_classifier_test.py::FNetTextClassifierTest::test_classifier_basics PASSED [ 33%]
keras_hub/src/models/f_net/f_net_text_classifier_test.py::FNetTextClassifierTest::test_saved_model PASSED [ 33%]
keras_hub/src/models/f_net/f_net_text_classifier_test.py::FNetTextClassifierTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 33%]
keras_hub/src/models/f_net/f_net_tokenizer_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 34%]
keras_hub/src/models/f_net/f_net_tokenizer_test.py::FNetTokenizerTest::test_all_presets SKIPPED [ 34%]
keras_hub/src/models/f_net/f_net_tokenizer_test.py::FNetTokenizerTest::test_errors_missing_special_tokens PASSED [ 34%]
keras_hub/src/models/f_net/f_net_tokenizer_test.py::FNetTokenizerTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 34%]
keras_hub/src/models/f_net/f_net_tokenizer_test.py::FNetTokenizerTest::test_smallest_preset PASSED [ 34%]
keras_hub/src/models/f_net/f_net_tokenizer_test.py::FNetTokenizerTest::test_tokenizer_basics PASSED [ 34%]
keras_hub/src/models/falcon/falcon_backbone_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 34%]
keras_hub/src/models/falcon/falcon_backbone_test.py::FalconBackboneTest::test_backbone_basics PASSED [ 34%]
keras_hub/src/models/falcon/falcon_backbone_test.py::FalconBackboneTest::test_saved_model PASSED [ 34%]
keras_hub/src/models/falcon/falcon_backbone_test.py::FalconBackboneTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 34%]
keras_hub/src/models/falcon/falcon_causal_lm_preprocessor_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 34%]
keras_hub/src/models/falcon/falcon_causal_lm_preprocessor_test.py::FalconCausalLMPreprocessorTest::test_all_presets SKIPPED [ 34%]
keras_hub/src/models/falcon/falcon_causal_lm_preprocessor_test.py::FalconCausalLMPreprocessorTest::test_generate_postprocess PASSED [ 34%]
keras_hub/src/models/falcon/falcon_causal_lm_preprocessor_test.py::FalconCausalLMPreprocessorTest::test_generate_preprocess PASSED [ 34%]
keras_hub/src/models/falcon/falcon_causal_lm_preprocessor_test.py::FalconCausalLMPreprocessorTest::test_no_start_end_token PASSED [ 34%]
keras_hub/src/models/falcon/falcon_causal_lm_preprocessor_test.py::FalconCausalLMPreprocessorTest::test_preprocessor_basics PASSED [ 34%]
keras_hub/src/models/falcon/falcon_causal_lm_preprocessor_test.py::FalconCausalLMPreprocessorTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 34%]
keras_hub/src/models/falcon/falcon_causal_lm_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 35%]
keras_hub/src/models/falcon/falcon_causal_lm_test.py::FalconCausalLMTest::test_all_presets SKIPPED [ 35%]
keras_hub/src/models/falcon/falcon_causal_lm_test.py::FalconCausalLMTest::test_causal_lm_basics PASSED [ 35%]
keras_hub/src/models/falcon/falcon_causal_lm_test.py::FalconCausalLMTest::test_early_stopping PASSED [ 35%]
keras_hub/src/models/falcon/falcon_causal_lm_test.py::FalconCausalLMTest::test_generate PASSED [ 35%]
keras_hub/src/models/falcon/falcon_causal_lm_test.py::FalconCausalLMTest::test_generate_compilation PASSED [ 35%]
keras_hub/src/models/falcon/falcon_causal_lm_test.py::FalconCausalLMTest::test_generate_with_bfloat16 PASSED [ 35%]
keras_hub/src/models/falcon/falcon_causal_lm_test.py::FalconCausalLMTest::test_generate_with_mixed_float16 PASSED [ 35%]
keras_hub/src/models/falcon/falcon_causal_lm_test.py::FalconCausalLMTest::test_saved_model PASSED [ 35%]
keras_hub/src/models/falcon/falcon_causal_lm_test.py::FalconCausalLMTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 35%]
keras_hub/src/models/falcon/falcon_tokenizer_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 35%]
keras_hub/src/models/falcon/falcon_tokenizer_test.py::FalconTokenizerTest::test_all_presets SKIPPED [ 35%]
keras_hub/src/models/falcon/falcon_tokenizer_test.py::FalconTokenizerTest::test_errors_missing_special_tokens PASSED [ 35%]
keras_hub/src/models/falcon/falcon_tokenizer_test.py::FalconTokenizerTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 35%]
keras_hub/src/models/falcon/falcon_tokenizer_test.py::FalconTokenizerTest::test_smallest_preset PASSED [ 35%]
keras_hub/src/models/falcon/falcon_tokenizer_test.py::FalconTokenizerTest::test_tokenizer_basics PASSED [ 35%]
keras_hub/src/models/flux/flux_backbone_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 35%]
keras_hub/src/models/flux/flux_backbone_test.py::FluxBackboneTest::test_backbone_basics PASSED [ 35%]
keras_hub/src/models/flux/flux_backbone_test.py::FluxBackboneTest::test_saved_model PASSED [ 36%]
keras_hub/src/models/flux/flux_backbone_test.py::FluxBackboneTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 36%]
keras_hub/src/models/flux/flux_text_to_image_preprocessor_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 36%]
keras_hub/src/models/flux/flux_text_to_image_preprocessor_test.py::FluxTextToImagePreprocessorTest::test_generate_preprocess PASSED [ 36%]
keras_hub/src/models/flux/flux_text_to_image_preprocessor_test.py::FluxTextToImagePreprocessorTest::test_preprocessor_basics SKIPPED [ 36%]
keras_hub/src/models/flux/flux_text_to_image_preprocessor_test.py::FluxTextToImagePreprocessorTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 36%]
keras_hub/src/models/gemma/gemma_backbone_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 36%]
keras_hub/src/models/gemma/gemma_backbone_test.py::GemmaBackboneTest::test_all_presets SKIPPED [ 36%]
keras_hub/src/models/gemma/gemma_backbone_test.py::GemmaBackboneTest::test_architecture_characteristics PASSED [ 36%]
keras_hub/src/models/gemma/gemma_backbone_test.py::GemmaBackboneTest::test_backbone_basics PASSED [ 36%]
keras_hub/src/models/gemma/gemma_backbone_test.py::GemmaBackboneTest::test_distribution SKIPPED [ 36%]
keras_hub/src/models/gemma/gemma_backbone_test.py::GemmaBackboneTest::test_distribution_with_lora SKIPPED [ 36%]
keras_hub/src/models/gemma/gemma_backbone_test.py::GemmaBackboneTest::test_saved_model PASSED [ 36%]
keras_hub/src/models/gemma/gemma_backbone_test.py::GemmaBackboneTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 36%]
keras_hub/src/models/gemma/gemma_backbone_test.py::GemmaBackboneTest::test_smallest_preset SKIPPED [ 36%]
keras_hub/src/models/gemma/gemma_backbone_test.py::Gemma2BackboneTest::test_backbone_basics PASSED [ 36%]
keras_hub/src/models/gemma/gemma_backbone_test.py::Gemma2BackboneTest::test_saved_model PASSED [ 36%]
keras_hub/src/models/gemma/gemma_backbone_test.py::Gemma2BackboneTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 37%]
keras_hub/src/models/gemma/gemma_backbone_test.py::Gemma2BackboneTest::test_sliding_window PASSED [ 37%]
keras_hub/src/models/gemma/gemma_causal_lm_preprocessor_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 37%]
keras_hub/src/models/gemma/gemma_causal_lm_preprocessor_test.py::GemmaCausalLMPreprocessorTest::test_all_presets SKIPPED [ 37%]
keras_hub/src/models/gemma/gemma_causal_lm_preprocessor_test.py::GemmaCausalLMPreprocessorTest::test_generate_postprocess PASSED [ 37%]
keras_hub/src/models/gemma/gemma_causal_lm_preprocessor_test.py::GemmaCausalLMPreprocessorTest::test_generate_preprocess PASSED [ 37%]
keras_hub/src/models/gemma/gemma_causal_lm_preprocessor_test.py::GemmaCausalLMPreprocessorTest::test_no_start_end_token PASSED [ 37%]
keras_hub/src/models/gemma/gemma_causal_lm_preprocessor_test.py::GemmaCausalLMPreprocessorTest::test_preprocessor_basics PASSED [ 37%]
keras_hub/src/models/gemma/gemma_causal_lm_preprocessor_test.py::GemmaCausalLMPreprocessorTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 37%]
keras_hub/src/models/gemma/gemma_causal_lm_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 37%]
keras_hub/src/models/gemma/gemma_causal_lm_test.py::GemmaCausalLMTest::test_all_presets SKIPPED [ 37%]
keras_hub/src/models/gemma/gemma_causal_lm_test.py::GemmaCausalLMTest::test_cache_correctness PASSED [ 37%]
keras_hub/src/models/gemma/gemma_causal_lm_test.py::GemmaCausalLMTest::test_causal_lm_basics PASSED [ 37%]
keras_hub/src/models/gemma/gemma_causal_lm_test.py::GemmaCausalLMTest::test_early_stopping PASSED [ 37%]
keras_hub/src/models/gemma/gemma_causal_lm_test.py::GemmaCausalLMTest::test_flash_attention_call FAILED [ 37%]
keras_hub/src/models/gemma/gemma_causal_lm_test.py::GemmaCausalLMTest::test_generate PASSED [ 37%]
keras_hub/src/models/gemma/gemma_causal_lm_test.py::GemmaCausalLMTest::test_generate_compilation PASSED [ 37%]
keras_hub/src/models/gemma/gemma_causal_lm_test.py::GemmaCausalLMTest::test_generate_with_bfloat16 PASSED [ 37%]
keras_hub/src/models/gemma/gemma_causal_lm_test.py::GemmaCausalLMTest::test_multitoken_stopping PASSED [ 38%]
keras_hub/src/models/gemma/gemma_causal_lm_test.py::GemmaCausalLMTest::test_saved_model PASSED [ 38%]
keras_hub/src/models/gemma/gemma_causal_lm_test.py::GemmaCausalLMTest::test_score_layer_intercept_fn_exfiltration PASSED [ 38%]
keras_hub/src/models/gemma/gemma_causal_lm_test.py::GemmaCausalLMTest::test_score_logits PASSED [ 38%]
keras_hub/src/models/gemma/gemma_causal_lm_test.py::GemmaCausalLMTest::test_score_loss PASSED [ 38%]
keras_hub/src/models/gemma/gemma_causal_lm_test.py::GemmaCausalLMTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 38%]
keras_hub/src/models/gemma/gemma_lora_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 38%]
keras_hub/src/models/gemma/gemma_lora_test.py::GemmaLoraTest::test_lora_fine_tuning PASSED [ 38%]
keras_hub/src/models/gemma/gemma_lora_test.py::GemmaLoraTest::test_lora_fine_tuning_target_names PASSED [ 38%]
keras_hub/src/models/gemma/gemma_lora_test.py::GemmaLoraTest::test_lora_saving_and_reloading PASSED [ 38%]
keras_hub/src/models/gemma/gemma_lora_test.py::GemmaLoraTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 38%]
keras_hub/src/models/gemma/gemma_tokenizer_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 38%]
keras_hub/src/models/gemma/gemma_tokenizer_test.py::GemmaTokenizerTest::test_all_presets SKIPPED [ 38%]
keras_hub/src/models/gemma/gemma_tokenizer_test.py::GemmaTokenizerTest::test_errors_missing_special_tokens PASSED [ 38%]
keras_hub/src/models/gemma/gemma_tokenizer_test.py::GemmaTokenizerTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 38%]
keras_hub/src/models/gemma/gemma_tokenizer_test.py::GemmaTokenizerTest::test_smallest_preset PASSED [ 38%]
keras_hub/src/models/gemma/gemma_tokenizer_test.py::GemmaTokenizerTest::test_tokenizer_basics PASSED [ 38%]
keras_hub/src/models/gemma3/gemma3_backbone_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 39%]
keras_hub/src/models/gemma3/gemma3_backbone_test.py::Gemma3BackboneTest::test_all_presets SKIPPED [ 39%]
keras_hub/src/models/gemma3/gemma3_backbone_test.py::Gemma3BackboneTest::test_architecture_characteristics_text_and_vision PASSED [ 39%]
keras_hub/src/models/gemma3/gemma3_backbone_test.py::Gemma3BackboneTest::test_architecture_characteristics_text_only PASSED [ 39%]
keras_hub/src/models/gemma3/gemma3_backbone_test.py::Gemma3BackboneTest::test_backbone_basics_text_and_vision PASSED [ 39%]
keras_hub/src/models/gemma3/gemma3_backbone_test.py::Gemma3BackboneTest::test_backbone_basics_text_only PASSED [ 39%]
keras_hub/src/models/gemma3/gemma3_backbone_test.py::Gemma3BackboneTest::test_backbone_interleaved_attention PASSED [ 39%]
keras_hub/src/models/gemma3/gemma3_backbone_test.py::Gemma3BackboneTest::test_saved_model_text_and_vision PASSED [ 39%]
keras_hub/src/models/gemma3/gemma3_backbone_test.py::Gemma3BackboneTest::test_saved_model_text_only PASSED [ 39%]
keras_hub/src/models/gemma3/gemma3_backbone_test.py::Gemma3BackboneTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 39%]
keras_hub/src/models/gemma3/gemma3_backbone_test.py::Gemma3BackboneTest::test_smallest_text_preset SKIPPED [ 39%]
keras_hub/src/models/gemma3/gemma3_causal_lm_preprocessor_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 39%]
keras_hub/src/models/gemma3/gemma3_causal_lm_preprocessor_test.py::Gemma3CausalLMPreprocessorTest::test_all_presets SKIPPED [ 39%]
keras_hub/src/models/gemma3/gemma3_causal_lm_preprocessor_test.py::Gemma3CausalLMPreprocessorTest::test_generate_postprocess PASSED [ 39%]
keras_hub/src/models/gemma3/gemma3_causal_lm_preprocessor_test.py::Gemma3CausalLMPreprocessorTest::test_generate_preprocess PASSED [ 39%]
keras_hub/src/models/gemma3/gemma3_causal_lm_preprocessor_test.py::Gemma3CausalLMPreprocessorTest::test_invalid_shape PASSED [ 39%]
keras_hub/src/models/gemma3/gemma3_causal_lm_preprocessor_test.py::Gemma3CausalLMPreprocessorTest::test_preprocessor_basics PASSED [ 39%]
keras_hub/src/models/gemma3/gemma3_causal_lm_preprocessor_test.py::Gemma3CausalLMPreprocessorTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 40%]
keras_hub/src/models/gemma3/gemma3_causal_lm_preprocessor_test.py::Gemma3CausalLMPreprocessorTest::test_text_generate_postprocess PASSED [ 40%]
keras_hub/src/models/gemma3/gemma3_causal_lm_preprocessor_test.py::Gemma3CausalLMPreprocessorTest::test_text_generate_preprocess PASSED [ 40%]
keras_hub/src/models/gemma3/gemma3_causal_lm_preprocessor_test.py::Gemma3CausalLMPreprocessorTest::test_text_no_start_end_token PASSED [ 40%]
keras_hub/src/models/gemma3/gemma3_causal_lm_preprocessor_test.py::Gemma3CausalLMPreprocessorTest::test_text_preprocessor_basics PASSED [ 40%]
keras_hub/src/models/gemma3/gemma3_causal_lm_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 40%]
keras_hub/src/models/gemma3/gemma3_causal_lm_test.py::Gemma3CausalLMTest::test_all_presets SKIPPED [ 40%]
keras_hub/src/models/gemma3/gemma3_causal_lm_test.py::Gemma3CausalLMTest::test_causal_lm_basics_text_and_vision PASSED [ 40%]
keras_hub/src/models/gemma3/gemma3_causal_lm_test.py::Gemma3CausalLMTest::test_causal_lm_basics_text_only PASSED [ 40%]
keras_hub/src/models/gemma3/gemma3_causal_lm_test.py::Gemma3CausalLMTest::test_saved_model_text_and_vision PASSED [ 40%]
keras_hub/src/models/gemma3/gemma3_causal_lm_test.py::Gemma3CausalLMTest::test_saved_model_text_only PASSED [ 40%]
keras_hub/src/models/gemma3/gemma3_causal_lm_test.py::Gemma3CausalLMTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 40%]
keras_hub/src/models/gemma3/gemma3_causal_lm_test.py::Gemma3CausalLMTest::test_text_early_stopping PASSED [ 40%]
keras_hub/src/models/gemma3/gemma3_causal_lm_test.py::Gemma3CausalLMTest::test_text_flash_attention_call FAILED [ 40%]
keras_hub/src/models/gemma3/gemma3_causal_lm_test.py::Gemma3CausalLMTest::test_text_generate_compilation PASSED [ 40%]
keras_hub/src/models/gemma3/gemma3_causal_lm_test.py::Gemma3CausalLMTest::test_text_multitoken_stopping PASSED [ 40%]
keras_hub/src/models/gemma3/gemma3_decoder_block_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 40%]
keras_hub/src/models/gemma3/gemma3_decoder_block_test.py::Gemma3DecoderBlockTest::test_gemma3_attention_mask_computation PASSED [ 40%]
keras_hub/src/models/gemma3/gemma3_decoder_block_test.py::Gemma3DecoderBlockTest::test_gemma3_attention_mask_computation_with_dual_masks PASSED [ 41%]
keras_hub/src/models/gemma3/gemma3_decoder_block_test.py::Gemma3DecoderBlockTest::test_gemma3_attention_mask_computation_with_vision_mask PASSED [ 41%]
keras_hub/src/models/gemma3/gemma3_decoder_block_test.py::Gemma3DecoderBlockTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 41%]
keras_hub/src/models/gemma3/gemma3_interleave_embeddings_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 41%]
keras_hub/src/models/gemma3/gemma3_interleave_embeddings_test.py::InterleaveEmbeddingsTest::test_call PASSED [ 41%]
keras_hub/src/models/gemma3/gemma3_interleave_embeddings_test.py::InterleaveEmbeddingsTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 41%]
keras_hub/src/models/gemma3/gemma3_lora_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 41%]
keras_hub/src/models/gemma3/gemma3_lora_test.py::Gemma3LoraTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 41%]
keras_hub/src/models/gemma3/gemma3_lora_test.py::Gemma3LoraTest::test_text_lora_fine_tuning PASSED [ 41%]
keras_hub/src/models/gemma3/gemma3_lora_test.py::Gemma3LoraTest::test_text_lora_saving_and_reloading PASSED [ 41%]
keras_hub/src/models/gemma3/gemma3_tokenizer_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 41%]
keras_hub/src/models/gemma3/gemma3_tokenizer_test.py::Gemma3TokenizerTest::test_all_presets SKIPPED [ 41%]
keras_hub/src/models/gemma3/gemma3_tokenizer_test.py::Gemma3TokenizerTest::test_errors_missing_special_tokens PASSED [ 41%]
keras_hub/src/models/gemma3/gemma3_tokenizer_test.py::Gemma3TokenizerTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 41%]
keras_hub/src/models/gemma3/gemma3_tokenizer_test.py::Gemma3TokenizerTest::test_smallest_preset PASSED [ 41%]
keras_hub/src/models/gemma3/gemma3_tokenizer_test.py::Gemma3TokenizerTest::test_tokenizer_basics PASSED [ 41%]
keras_hub/src/models/gemma3/gemma3_vision_encoder_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 41%]
keras_hub/src/models/gemma3/gemma3_vision_encoder_test.py::Gemma3VisionEncoderTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 42%]
keras_hub/src/models/gemma3/gemma3_vision_encoder_test.py::Gemma3VisionEncoderTest::test_vision_embeddings PASSED [ 42%]
keras_hub/src/models/gemma3/gemma3_vision_encoder_test.py::Gemma3VisionEncoderTest::test_vit_encoder PASSED [ 42%]
keras_hub/src/models/gemma3/gemma3_vision_encoder_test.py::Gemma3VisionEncoderTest::test_vit_output_shape PASSED [ 42%]
keras_hub/src/models/gpt2/gpt2_backbone_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 42%]
keras_hub/src/models/gpt2/gpt2_backbone_test.py::GPT2BackboneTest::test_all_presets SKIPPED [ 42%]
keras_hub/src/models/gpt2/gpt2_backbone_test.py::GPT2BackboneTest::test_backbone_basics PASSED [ 42%]
keras_hub/src/models/gpt2/gpt2_backbone_test.py::GPT2BackboneTest::test_saved_model PASSED [ 42%]
keras_hub/src/models/gpt2/gpt2_backbone_test.py::GPT2BackboneTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 42%]
keras_hub/src/models/gpt2/gpt2_backbone_test.py::GPT2BackboneTest::test_smallest_preset PASSED [ 42%]
keras_hub/src/models/gpt2/gpt2_causal_lm_preprocessor_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 42%]
keras_hub/src/models/gpt2/gpt2_causal_lm_preprocessor_test.py::GPT2CausalLMPreprocessorTest::test_all_presets SKIPPED [ 42%]
keras_hub/src/models/gpt2/gpt2_causal_lm_preprocessor_test.py::GPT2CausalLMPreprocessorTest::test_generate_postprocess PASSED [ 42%]
keras_hub/src/models/gpt2/gpt2_causal_lm_preprocessor_test.py::GPT2CausalLMPreprocessorTest::test_generate_preprocess PASSED [ 42%]
keras_hub/src/models/gpt2/gpt2_causal_lm_preprocessor_test.py::GPT2CausalLMPreprocessorTest::test_no_start_end_token PASSED [ 42%]
keras_hub/src/models/gpt2/gpt2_causal_lm_preprocessor_test.py::GPT2CausalLMPreprocessorTest::test_preprocessor_basics PASSED [ 42%]
keras_hub/src/models/gpt2/gpt2_causal_lm_preprocessor_test.py::GPT2CausalLMPreprocessorTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 42%]
keras_hub/src/models/gpt2/gpt2_causal_lm_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 43%]
keras_hub/src/models/gpt2/gpt2_causal_lm_test.py::GPT2CausalLMTest::test_all_presets SKIPPED [ 43%]
keras_hub/src/models/gpt2/gpt2_causal_lm_test.py::GPT2CausalLMTest::test_causal_lm_basics PASSED [ 43%]
keras_hub/src/models/gpt2/gpt2_causal_lm_test.py::GPT2CausalLMTest::test_early_stopping PASSED [ 43%]
keras_hub/src/models/gpt2/gpt2_causal_lm_test.py::GPT2CausalLMTest::test_generate PASSED [ 43%]
keras_hub/src/models/gpt2/gpt2_causal_lm_test.py::GPT2CausalLMTest::test_generate_compilation PASSED [ 43%]
keras_hub/src/models/gpt2/gpt2_causal_lm_test.py::GPT2CausalLMTest::test_saved_model PASSED [ 43%]
keras_hub/src/models/gpt2/gpt2_causal_lm_test.py::GPT2CausalLMTest::test_score_layer_intercept_fn_exfiltration PASSED [ 43%]
keras_hub/src/models/gpt2/gpt2_causal_lm_test.py::GPT2CausalLMTest::test_score_logits PASSED [ 43%]
keras_hub/src/models/gpt2/gpt2_causal_lm_test.py::GPT2CausalLMTest::test_score_loss PASSED [ 43%]
keras_hub/src/models/gpt2/gpt2_causal_lm_test.py::GPT2CausalLMTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 43%]
keras_hub/src/models/gpt2/gpt2_preprocessor_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 43%]
keras_hub/src/models/gpt2/gpt2_preprocessor_test.py::GPT2PreprocessorTest::test_all_presets SKIPPED [ 43%]
keras_hub/src/models/gpt2/gpt2_preprocessor_test.py::GPT2PreprocessorTest::test_no_start_end_token PASSED [ 43%]
keras_hub/src/models/gpt2/gpt2_preprocessor_test.py::GPT2PreprocessorTest::test_preprocessor_basics PASSED [ 43%]
keras_hub/src/models/gpt2/gpt2_preprocessor_test.py::GPT2PreprocessorTest::test_sequence_length_override PASSED [ 43%]
keras_hub/src/models/gpt2/gpt2_preprocessor_test.py::GPT2PreprocessorTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 43%]
keras_hub/src/models/gpt2/gpt2_tokenizer_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 43%]
keras_hub/src/models/gpt2/gpt2_tokenizer_test.py::GPT2TokenizerTest::test_all_presets SKIPPED [ 44%]
keras_hub/src/models/gpt2/gpt2_tokenizer_test.py::GPT2TokenizerTest::test_errors_missing_special_tokens PASSED [ 44%]
keras_hub/src/models/gpt2/gpt2_tokenizer_test.py::GPT2TokenizerTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 44%]
keras_hub/src/models/gpt2/gpt2_tokenizer_test.py::GPT2TokenizerTest::test_smallest_preset PASSED [ 44%]
keras_hub/src/models/gpt2/gpt2_tokenizer_test.py::GPT2TokenizerTest::test_tokenizer_basics PASSED [ 44%]
keras_hub/src/models/gpt_neo_x/gpt_neo_x_backbone_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 44%]
keras_hub/src/models/gpt_neo_x/gpt_neo_x_backbone_test.py::GPTNeoXBackboneTest::test_backbone_basics PASSED [ 44%]
keras_hub/src/models/gpt_neo_x/gpt_neo_x_backbone_test.py::GPTNeoXBackboneTest::test_saved_model PASSED [ 44%]
keras_hub/src/models/gpt_neo_x/gpt_neo_x_backbone_test.py::GPTNeoXBackboneTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 44%]
keras_hub/src/models/gpt_neo_x/gpt_neo_x_causal_lm_preprocessor_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 44%]
keras_hub/src/models/gpt_neo_x/gpt_neo_x_causal_lm_preprocessor_test.py::GPTNeoXCausalLMPreprocessorTest::test_generate_postprocess PASSED [ 44%]
keras_hub/src/models/gpt_neo_x/gpt_neo_x_causal_lm_preprocessor_test.py::GPTNeoXCausalLMPreprocessorTest::test_generate_preprocess PASSED [ 44%]
keras_hub/src/models/gpt_neo_x/gpt_neo_x_causal_lm_preprocessor_test.py::GPTNeoXCausalLMPreprocessorTest::test_no_start_end_token PASSED [ 44%]
keras_hub/src/models/gpt_neo_x/gpt_neo_x_causal_lm_preprocessor_test.py::GPTNeoXCausalLMPreprocessorTest::test_preprocessor_basics PASSED [ 44%]
keras_hub/src/models/gpt_neo_x/gpt_neo_x_causal_lm_preprocessor_test.py::GPTNeoXCausalLMPreprocessorTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 44%]
keras_hub/src/models/gpt_neo_x/gpt_neo_x_causal_lm_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 44%]
keras_hub/src/models/gpt_neo_x/gpt_neo_x_causal_lm_test.py::GPTNeoXCausalLMTest::test_causal_lm_basics PASSED [ 44%]
keras_hub/src/models/gpt_neo_x/gpt_neo_x_causal_lm_test.py::GPTNeoXCausalLMTest::test_early_stopping PASSED [ 45%]
keras_hub/src/models/gpt_neo_x/gpt_neo_x_causal_lm_test.py::GPTNeoXCausalLMTest::test_generate PASSED [ 45%]
keras_hub/src/models/gpt_neo_x/gpt_neo_x_causal_lm_test.py::GPTNeoXCausalLMTest::test_generate_compilation PASSED [ 45%]
keras_hub/src/models/gpt_neo_x/gpt_neo_x_causal_lm_test.py::GPTNeoXCausalLMTest::test_saved_model PASSED [ 45%]
keras_hub/src/models/gpt_neo_x/gpt_neo_x_causal_lm_test.py::GPTNeoXCausalLMTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 45%]
keras_hub/src/models/gpt_neo_x/gpt_neo_x_tokenizer_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 45%]
keras_hub/src/models/gpt_neo_x/gpt_neo_x_tokenizer_test.py::GPTNeoXTokenizerTest::test_errors_missing_special_tokens PASSED [ 45%]
keras_hub/src/models/gpt_neo_x/gpt_neo_x_tokenizer_test.py::GPTNeoXTokenizerTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 45%]
keras_hub/src/models/gpt_neo_x/gpt_neo_x_tokenizer_test.py::GPTNeoXTokenizerTest::test_tokenizer_basics PASSED [ 45%]
keras_hub/src/models/llama/llama_backbone_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 45%]
keras_hub/src/models/llama/llama_backbone_test.py::LlamaTest::test_all_presets SKIPPED [ 45%]
keras_hub/src/models/llama/llama_backbone_test.py::LlamaTest::test_backbone_basics PASSED [ 45%]
keras_hub/src/models/llama/llama_backbone_test.py::LlamaTest::test_distribution SKIPPED [ 45%]
keras_hub/src/models/llama/llama_backbone_test.py::LlamaTest::test_distribution_with_lora SKIPPED [ 45%]
keras_hub/src/models/llama/llama_backbone_test.py::LlamaTest::test_num_parameters PASSED [ 45%]
keras_hub/src/models/llama/llama_backbone_test.py::LlamaTest::test_saved_model PASSED [ 45%]
keras_hub/src/models/llama/llama_backbone_test.py::LlamaTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 45%]
keras_hub/src/models/llama/llama_backbone_test.py::LlamaTest::test_smallest_preset SKIPPED [ 45%]
keras_hub/src/models/llama/llama_causal_lm_preprocessor_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 46%]
keras_hub/src/models/llama/llama_causal_lm_preprocessor_test.py::LlamaCausalLMPreprocessorTest::test_all_presets SKIPPED [ 46%]
keras_hub/src/models/llama/llama_causal_lm_preprocessor_test.py::LlamaCausalLMPreprocessorTest::test_generate_postprocess PASSED [ 46%]
keras_hub/src/models/llama/llama_causal_lm_preprocessor_test.py::LlamaCausalLMPreprocessorTest::test_generate_preprocess PASSED [ 46%]
keras_hub/src/models/llama/llama_causal_lm_preprocessor_test.py::LlamaCausalLMPreprocessorTest::test_no_start_end_token PASSED [ 46%]
keras_hub/src/models/llama/llama_causal_lm_preprocessor_test.py::LlamaCausalLMPreprocessorTest::test_preprocessor_basics PASSED [ 46%]
keras_hub/src/models/llama/llama_causal_lm_preprocessor_test.py::LlamaCausalLMPreprocessorTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 46%]
keras_hub/src/models/llama/llama_causal_lm_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 46%]
keras_hub/src/models/llama/llama_causal_lm_test.py::LlamaCausalLMTest::test_all_presets SKIPPED [ 46%]
keras_hub/src/models/llama/llama_causal_lm_test.py::LlamaCausalLMTest::test_causal_lm_basics PASSED [ 46%]
keras_hub/src/models/llama/llama_causal_lm_test.py::LlamaCausalLMTest::test_early_stopping PASSED [ 46%]
keras_hub/src/models/llama/llama_causal_lm_test.py::LlamaCausalLMTest::test_generate PASSED [ 46%]
keras_hub/src/models/llama/llama_causal_lm_test.py::LlamaCausalLMTest::test_generate_compilation PASSED [ 46%]
keras_hub/src/models/llama/llama_causal_lm_test.py::LlamaCausalLMTest::test_saved_model PASSED [ 46%]
keras_hub/src/models/llama/llama_causal_lm_test.py::LlamaCausalLMTest::test_score_layer_intercept_fn_exfiltration PASSED [ 46%]
keras_hub/src/models/llama/llama_causal_lm_test.py::LlamaCausalLMTest::test_score_logits PASSED [ 46%]
keras_hub/src/models/llama/llama_causal_lm_test.py::LlamaCausalLMTest::test_score_loss PASSED [ 46%]
keras_hub/src/models/llama/llama_causal_lm_test.py::LlamaCausalLMTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 47%]
keras_hub/src/models/llama/llama_tokenizer_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 47%]
keras_hub/src/models/llama/llama_tokenizer_test.py::LlamaTokenizerTest::test_all_presets SKIPPED [ 47%]
keras_hub/src/models/llama/llama_tokenizer_test.py::LlamaTokenizerTest::test_errors_missing_special_tokens PASSED [ 47%]
keras_hub/src/models/llama/llama_tokenizer_test.py::LlamaTokenizerTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 47%]
keras_hub/src/models/llama/llama_tokenizer_test.py::LlamaTokenizerTest::test_smallest_preset PASSED [ 47%]
keras_hub/src/models/llama/llama_tokenizer_test.py::LlamaTokenizerTest::test_tokenizer_basics PASSED [ 47%]
keras_hub/src/models/llama3/llama3_causal_lm_preprocessor_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 47%]
keras_hub/src/models/llama3/llama3_causal_lm_preprocessor_test.py::Llama3CausalLMPreprocessorTest::test_all_presets SKIPPED [ 47%]
keras_hub/src/models/llama3/llama3_causal_lm_preprocessor_test.py::Llama3CausalLMPreprocessorTest::test_generate_postprocess PASSED [ 47%]
keras_hub/src/models/llama3/llama3_causal_lm_preprocessor_test.py::Llama3CausalLMPreprocessorTest::test_generate_preprocess PASSED [ 47%]
keras_hub/src/models/llama3/llama3_causal_lm_preprocessor_test.py::Llama3CausalLMPreprocessorTest::test_preprocessor_basics PASSED [ 47%]
keras_hub/src/models/llama3/llama3_causal_lm_preprocessor_test.py::Llama3CausalLMPreprocessorTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 47%]
keras_hub/src/models/llama3/llama3_causal_lm_preprocessor_test.py::Llama3CausalLMPreprocessorTest::test_with_start_end_token PASSED [ 47%]
keras_hub/src/models/llama3/llama3_causal_lm_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 47%]
keras_hub/src/models/llama3/llama3_causal_lm_test.py::Llama3CausalLMTest::test_all_presets SKIPPED [ 47%]
keras_hub/src/models/llama3/llama3_causal_lm_test.py::Llama3CausalLMTest::test_causal_lm_basics PASSED [ 47%]
keras_hub/src/models/llama3/llama3_causal_lm_test.py::Llama3CausalLMTest::test_early_stopping PASSED [ 48%]
keras_hub/src/models/llama3/llama3_causal_lm_test.py::Llama3CausalLMTest::test_generate PASSED [ 48%]
keras_hub/src/models/llama3/llama3_causal_lm_test.py::Llama3CausalLMTest::test_generate_compilation PASSED [ 48%]
keras_hub/src/models/llama3/llama3_causal_lm_test.py::Llama3CausalLMTest::test_generate_strip_prompt PASSED [ 48%]
keras_hub/src/models/llama3/llama3_causal_lm_test.py::Llama3CausalLMTest::test_saved_model PASSED [ 48%]
keras_hub/src/models/llama3/llama3_causal_lm_test.py::Llama3CausalLMTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 48%]
keras_hub/src/models/llama3/llama3_tokenizer_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 48%]
keras_hub/src/models/llama3/llama3_tokenizer_test.py::Llama3TokenizerTest::test_all_presets SKIPPED [ 48%]
keras_hub/src/models/llama3/llama3_tokenizer_test.py::Llama3TokenizerTest::test_errors_missing_special_tokens PASSED [ 48%]
keras_hub/src/models/llama3/llama3_tokenizer_test.py::Llama3TokenizerTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 48%]
keras_hub/src/models/llama3/llama3_tokenizer_test.py::Llama3TokenizerTest::test_smallest_preset PASSED [ 48%]
keras_hub/src/models/llama3/llama3_tokenizer_test.py::Llama3TokenizerTest::test_tokenizer_basics PASSED [ 48%]
keras_hub/src/models/masked_lm_preprocessor_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 48%]
keras_hub/src/models/masked_lm_preprocessor_test.py::TestMaskedLMPreprocessor::test_from_preset PASSED [ 48%]
keras_hub/src/models/masked_lm_preprocessor_test.py::TestMaskedLMPreprocessor::test_from_preset_errors PASSED [ 48%]
keras_hub/src/models/masked_lm_preprocessor_test.py::TestMaskedLMPreprocessor::test_from_preset_with_sequence_length PASSED [ 48%]
keras_hub/src/models/masked_lm_preprocessor_test.py::TestMaskedLMPreprocessor::test_preset_accessors PASSED [ 48%]
keras_hub/src/models/masked_lm_preprocessor_test.py::TestMaskedLMPreprocessor::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 48%]
keras_hub/src/models/mistral/mistral_backbone_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 49%]
keras_hub/src/models/mistral/mistral_backbone_test.py::MistralBackboneTest::test_all_presets SKIPPED [ 49%]
keras_hub/src/models/mistral/mistral_backbone_test.py::MistralBackboneTest::test_backbone_basics PASSED [ 49%]
keras_hub/src/models/mistral/mistral_backbone_test.py::MistralBackboneTest::test_num_parameters PASSED [ 49%]
keras_hub/src/models/mistral/mistral_backbone_test.py::MistralBackboneTest::test_saved_model PASSED [ 49%]
keras_hub/src/models/mistral/mistral_backbone_test.py::MistralBackboneTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 49%]
keras_hub/src/models/mistral/mistral_backbone_test.py::MistralBackboneTest::test_smallest_preset SKIPPED [ 49%]
keras_hub/src/models/mistral/mistral_causal_lm_preprocessor_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 49%]
keras_hub/src/models/mistral/mistral_causal_lm_preprocessor_test.py::MistralCausalLMPreprocessorTest::test_all_presets SKIPPED [ 49%]
keras_hub/src/models/mistral/mistral_causal_lm_preprocessor_test.py::MistralCausalLMPreprocessorTest::test_generate_postprocess PASSED [ 49%]
keras_hub/src/models/mistral/mistral_causal_lm_preprocessor_test.py::MistralCausalLMPreprocessorTest::test_generate_preprocess PASSED [ 49%]
keras_hub/src/models/mistral/mistral_causal_lm_preprocessor_test.py::MistralCausalLMPreprocessorTest::test_no_start_end_token PASSED [ 49%]
keras_hub/src/models/mistral/mistral_causal_lm_preprocessor_test.py::MistralCausalLMPreprocessorTest::test_preprocessor_basics PASSED [ 49%]
keras_hub/src/models/mistral/mistral_causal_lm_preprocessor_test.py::MistralCausalLMPreprocessorTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 49%]
keras_hub/src/models/mistral/mistral_causal_lm_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 49%]
keras_hub/src/models/mistral/mistral_causal_lm_test.py::MistralCausalLMTest::test_all_presets SKIPPED [ 49%]
keras_hub/src/models/mistral/mistral_causal_lm_test.py::MistralCausalLMTest::test_causal_lm_basics PASSED [ 49%]
keras_hub/src/models/mistral/mistral_causal_lm_test.py::MistralCausalLMTest::test_early_stopping PASSED [ 50%]
keras_hub/src/models/mistral/mistral_causal_lm_test.py::MistralCausalLMTest::test_generate PASSED [ 50%]
keras_hub/src/models/mistral/mistral_causal_lm_test.py::MistralCausalLMTest::test_generate_compilation PASSED [ 50%]
keras_hub/src/models/mistral/mistral_causal_lm_test.py::MistralCausalLMTest::test_saved_model PASSED [ 50%]
keras_hub/src/models/mistral/mistral_causal_lm_test.py::MistralCausalLMTest::test_score_layer_intercept_fn_exfiltration PASSED [ 50%]
keras_hub/src/models/mistral/mistral_causal_lm_test.py::MistralCausalLMTest::test_score_logits PASSED [ 50%]
keras_hub/src/models/mistral/mistral_causal_lm_test.py::MistralCausalLMTest::test_score_loss PASSED [ 50%]
keras_hub/src/models/mistral/mistral_causal_lm_test.py::MistralCausalLMTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 50%]
keras_hub/src/models/mistral/mistral_tokenizer_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 50%]
keras_hub/src/models/mistral/mistral_tokenizer_test.py::MistralTokenizerTest::test_all_presets SKIPPED [ 50%]
keras_hub/src/models/mistral/mistral_tokenizer_test.py::MistralTokenizerTest::test_errors_missing_special_tokens PASSED [ 50%]
keras_hub/src/models/mistral/mistral_tokenizer_test.py::MistralTokenizerTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 50%]
keras_hub/src/models/mistral/mistral_tokenizer_test.py::MistralTokenizerTest::test_smallest_preset PASSED [ 50%]
keras_hub/src/models/mistral/mistral_tokenizer_test.py::MistralTokenizerTest::test_tokenizer_basics PASSED [ 50%]
keras_hub/src/models/mit/mit_backbone_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 50%]
keras_hub/src/models/mit/mit_backbone_test.py::MiTBackboneTest::test_backbone_basics PASSED [ 50%]
keras_hub/src/models/mit/mit_backbone_test.py::MiTBackboneTest::test_saved_model PASSED [ 50%]
keras_hub/src/models/mit/mit_backbone_test.py::MiTBackboneTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 51%]
keras_hub/src/models/mit/mit_image_classifier_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 51%]
keras_hub/src/models/mit/mit_image_classifier_test.py::MiTImageClassifierTest::test_classifier_basics SKIPPED [ 51%]
keras_hub/src/models/mit/mit_image_classifier_test.py::MiTImageClassifierTest::test_saved_model PASSED [ 51%]
keras_hub/src/models/mit/mit_image_classifier_test.py::MiTImageClassifierTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 51%]
keras_hub/src/models/mixtral/mixtral_backbone_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 51%]
keras_hub/src/models/mixtral/mixtral_backbone_test.py::MixtralBackboneTest::test_backbone_basics FAILED [ 51%]
keras_hub/src/models/mixtral/mixtral_backbone_test.py::MixtralBackboneTest::test_num_parameters PASSED [ 51%]
keras_hub/src/models/mixtral/mixtral_backbone_test.py::MixtralBackboneTest::test_saved_model FAILED [ 51%]
keras_hub/src/models/mixtral/mixtral_backbone_test.py::MixtralBackboneTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 51%]
keras_hub/src/models/mixtral/mixtral_causal_lm_preprocessor_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 51%]
keras_hub/src/models/mixtral/mixtral_causal_lm_preprocessor_test.py::MixtralCausalLMPreprocessorTest::test_all_presets SKIPPED [ 51%]
keras_hub/src/models/mixtral/mixtral_causal_lm_preprocessor_test.py::MixtralCausalLMPreprocessorTest::test_generate_postprocess PASSED [ 51%]
keras_hub/src/models/mixtral/mixtral_causal_lm_preprocessor_test.py::MixtralCausalLMPreprocessorTest::test_generate_preprocess PASSED [ 51%]
keras_hub/src/models/mixtral/mixtral_causal_lm_preprocessor_test.py::MixtralCausalLMPreprocessorTest::test_no_start_end_token PASSED [ 51%]
keras_hub/src/models/mixtral/mixtral_causal_lm_preprocessor_test.py::MixtralCausalLMPreprocessorTest::test_preprocessor_basics PASSED [ 51%]
keras_hub/src/models/mixtral/mixtral_causal_lm_preprocessor_test.py::MixtralCausalLMPreprocessorTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 51%]
keras_hub/src/models/mixtral/mixtral_causal_lm_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 51%]
keras_hub/src/models/mixtral/mixtral_causal_lm_test.py::MixtralCausalLMTest::test_all_presets SKIPPED [ 52%]
keras_hub/src/models/mixtral/mixtral_causal_lm_test.py::MixtralCausalLMTest::test_causal_lm_basics FAILED [ 52%]
keras_hub/src/models/mixtral/mixtral_causal_lm_test.py::MixtralCausalLMTest::test_early_stopping FAILED [ 52%]
keras_hub/src/models/mixtral/mixtral_causal_lm_test.py::MixtralCausalLMTest::test_generate FAILED [ 52%]
keras_hub/src/models/mixtral/mixtral_causal_lm_test.py::MixtralCausalLMTest::test_generate_compilation FAILED [ 52%]
keras_hub/src/models/mixtral/mixtral_causal_lm_test.py::MixtralCausalLMTest::test_saved_model FAILED [ 52%]
keras_hub/src/models/mixtral/mixtral_causal_lm_test.py::MixtralCausalLMTest::test_score_layer_intercept_fn_exfiltration FAILED [ 52%]
keras_hub/src/models/mixtral/mixtral_causal_lm_test.py::MixtralCausalLMTest::test_score_logits FAILED [ 52%]
keras_hub/src/models/mixtral/mixtral_causal_lm_test.py::MixtralCausalLMTest::test_score_loss FAILED [ 52%]
keras_hub/src/models/mixtral/mixtral_causal_lm_test.py::MixtralCausalLMTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 52%]
keras_hub/src/models/mobilenet/mobilenet_backbone_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 52%]
keras_hub/src/models/mobilenet/mobilenet_backbone_test.py::MobileNetBackboneTest::test_backbone_basics PASSED [ 52%]
keras_hub/src/models/mobilenet/mobilenet_backbone_test.py::MobileNetBackboneTest::test_saved_model PASSED [ 52%]
keras_hub/src/models/mobilenet/mobilenet_backbone_test.py::MobileNetBackboneTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 52%]
keras_hub/src/models/mobilenet/mobilenet_image_classifier_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 52%]
keras_hub/src/models/mobilenet/mobilenet_image_classifier_test.py::MobileNetImageClassifierTest::test_all_presets PASSED [ 52%]
keras_hub/src/models/mobilenet/mobilenet_image_classifier_test.py::MobileNetImageClassifierTest::test_classifier_basics PASSED [ 52%]
keras_hub/src/models/mobilenet/mobilenet_image_classifier_test.py::MobileNetImageClassifierTest::test_saved_model PASSED [ 53%]
keras_hub/src/models/mobilenet/mobilenet_image_classifier_test.py::MobileNetImageClassifierTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 53%]
keras_hub/src/models/moonshine/moonshine_audio_converter_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 53%]
keras_hub/src/models/moonshine/moonshine_audio_converter_test.py::MoonshineAudioConverterTest::test_correctness PASSED [ 53%]
keras_hub/src/models/moonshine/moonshine_audio_converter_test.py::MoonshineAudioConverterTest::test_get_config PASSED [ 53%]
keras_hub/src/models/moonshine/moonshine_audio_converter_test.py::MoonshineAudioConverterTest::test_normalization PASSED [ 53%]
keras_hub/src/models/moonshine/moonshine_audio_converter_test.py::MoonshineAudioConverterTest::test_output_shape PASSED [ 53%]
keras_hub/src/models/moonshine/moonshine_audio_converter_test.py::MoonshineAudioConverterTest::test_padding PASSED [ 53%]
keras_hub/src/models/moonshine/moonshine_audio_converter_test.py::MoonshineAudioConverterTest::test_sampling_rate_validation PASSED [ 53%]
keras_hub/src/models/moonshine/moonshine_audio_converter_test.py::MoonshineAudioConverterTest::test_serialization PASSED [ 53%]
keras_hub/src/models/moonshine/moonshine_audio_converter_test.py::MoonshineAudioConverterTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 53%]
keras_hub/src/models/moonshine/moonshine_audio_to_text_preprocessor_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 53%]
keras_hub/src/models/moonshine/moonshine_audio_to_text_preprocessor_test.py::MoonshineAudioToTextPreprocessorTest::test_all_presets SKIPPED [ 53%]
keras_hub/src/models/moonshine/moonshine_audio_to_text_preprocessor_test.py::MoonshineAudioToTextPreprocessorTest::test_generate_postprocess PASSED [ 53%]
keras_hub/src/models/moonshine/moonshine_audio_to_text_preprocessor_test.py::MoonshineAudioToTextPreprocessorTest::test_generate_preprocess PASSED [ 53%]
keras_hub/src/models/moonshine/moonshine_audio_to_text_preprocessor_test.py::MoonshineAudioToTextPreprocessorTest::test_preprocessor_basics PASSED [ 53%]
keras_hub/src/models/moonshine/moonshine_audio_to_text_preprocessor_test.py::MoonshineAudioToTextPreprocessorTest::test_serialization PASSED [ 53%]
keras_hub/src/models/moonshine/moonshine_audio_to_text_preprocessor_test.py::MoonshineAudioToTextPreprocessorTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 54%]
keras_hub/src/models/moonshine/moonshine_audio_to_text_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 54%]
keras_hub/src/models/moonshine/moonshine_audio_to_text_test.py::MoonshineAudioToTextTest::test_all_presets SKIPPED [ 54%]
keras_hub/src/models/moonshine/moonshine_audio_to_text_test.py::MoonshineAudioToTextTest::test_beam_search PASSED [ 54%]
keras_hub/src/models/moonshine/moonshine_audio_to_text_test.py::MoonshineAudioToTextTest::test_causal_lm_basics PASSED [ 54%]
keras_hub/src/models/moonshine/moonshine_audio_to_text_test.py::MoonshineAudioToTextTest::test_early_stopping PASSED [ 54%]
keras_hub/src/models/moonshine/moonshine_audio_to_text_test.py::MoonshineAudioToTextTest::test_generate PASSED [ 54%]
keras_hub/src/models/moonshine/moonshine_audio_to_text_test.py::MoonshineAudioToTextTest::test_generate_compilation PASSED [ 54%]
keras_hub/src/models/moonshine/moonshine_audio_to_text_test.py::MoonshineAudioToTextTest::test_saved_model PASSED [ 54%]
keras_hub/src/models/moonshine/moonshine_audio_to_text_test.py::MoonshineAudioToTextTest::test_serialization PASSED [ 54%]
keras_hub/src/models/moonshine/moonshine_audio_to_text_test.py::MoonshineAudioToTextTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 54%]
keras_hub/src/models/moonshine/moonshine_backbone_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 54%]
keras_hub/src/models/moonshine/moonshine_backbone_test.py::MoonshineBackboneTest::test_all_presets SKIPPED [ 54%]
keras_hub/src/models/moonshine/moonshine_backbone_test.py::MoonshineBackboneTest::test_attention_parameters PASSED [ 54%]
keras_hub/src/models/moonshine/moonshine_backbone_test.py::MoonshineBackboneTest::test_backbone_basics PASSED [ 54%]
keras_hub/src/models/moonshine/moonshine_backbone_test.py::MoonshineBackboneTest::test_different_sequence_lengths PASSED [ 54%]
keras_hub/src/models/moonshine/moonshine_backbone_test.py::MoonshineBackboneTest::test_forward_pass PASSED [ 54%]
keras_hub/src/models/moonshine/moonshine_backbone_test.py::MoonshineBackboneTest::test_predict_model PASSED [ 54%]
keras_hub/src/models/moonshine/moonshine_backbone_test.py::MoonshineBackboneTest::test_rope_parameters PASSED [ 55%]
keras_hub/src/models/moonshine/moonshine_backbone_test.py::MoonshineBackboneTest::test_saved_model PASSED [ 55%]
keras_hub/src/models/moonshine/moonshine_backbone_test.py::MoonshineBackboneTest::test_serialization PASSED [ 55%]
keras_hub/src/models/moonshine/moonshine_backbone_test.py::MoonshineBackboneTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 55%]
keras_hub/src/models/moonshine/moonshine_backbone_test.py::MoonshineBackboneTest::test_swiglu_feedforward PASSED [ 55%]
keras_hub/src/models/moonshine/moonshine_backbone_test.py::MoonshineBackboneTest::test_varying_batch_sizes PASSED [ 55%]
keras_hub/src/models/moonshine/moonshine_layers_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 55%]
keras_hub/src/models/moonshine/moonshine_layers_test.py::MoonshineLayersTest::test_moonshine_mlp_linear_gelu PASSED [ 55%]
keras_hub/src/models/moonshine/moonshine_layers_test.py::MoonshineLayersTest::test_moonshine_mlp_swiglu PASSED [ 55%]
keras_hub/src/models/moonshine/moonshine_layers_test.py::MoonshineLayersTest::test_moonshine_rotary_embedding PASSED [ 55%]
keras_hub/src/models/moonshine/moonshine_layers_test.py::MoonshineLayersTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 55%]
keras_hub/src/models/moonshine/moonshine_tokenizer_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 55%]
keras_hub/src/models/moonshine/moonshine_tokenizer_test.py::MoonshineTokenizerTest::test_detokenization PASSED [ 55%]
keras_hub/src/models/moonshine/moonshine_tokenizer_test.py::MoonshineTokenizerTest::test_errors_missing_special_tokens PASSED [ 55%]
keras_hub/src/models/moonshine/moonshine_tokenizer_test.py::MoonshineTokenizerTest::test_serialization PASSED [ 55%]
keras_hub/src/models/moonshine/moonshine_tokenizer_test.py::MoonshineTokenizerTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 55%]
keras_hub/src/models/moonshine/moonshine_tokenizer_test.py::MoonshineTokenizerTest::test_tokenizer_basics PASSED [ 55%]
keras_hub/src/models/opt/opt_backbone_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 56%]
keras_hub/src/models/opt/opt_backbone_test.py::OPTBackboneTest::test_all_presets SKIPPED [ 56%]
keras_hub/src/models/opt/opt_backbone_test.py::OPTBackboneTest::test_backbone_basics PASSED [ 56%]
keras_hub/src/models/opt/opt_backbone_test.py::OPTBackboneTest::test_saved_model PASSED [ 56%]
keras_hub/src/models/opt/opt_backbone_test.py::OPTBackboneTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 56%]
keras_hub/src/models/opt/opt_backbone_test.py::OPTBackboneTest::test_smallest_preset PASSED [ 56%]
keras_hub/src/models/opt/opt_causal_lm_preprocessor_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 56%]
keras_hub/src/models/opt/opt_causal_lm_preprocessor_test.py::OPTCausalLMPreprocessorTest::test_all_presets SKIPPED [ 56%]
keras_hub/src/models/opt/opt_causal_lm_preprocessor_test.py::OPTCausalLMPreprocessorTest::test_generate_postprocess PASSED [ 56%]
keras_hub/src/models/opt/opt_causal_lm_preprocessor_test.py::OPTCausalLMPreprocessorTest::test_generate_preprocess PASSED [ 56%]
keras_hub/src/models/opt/opt_causal_lm_preprocessor_test.py::OPTCausalLMPreprocessorTest::test_no_start_end_token PASSED [ 56%]
keras_hub/src/models/opt/opt_causal_lm_preprocessor_test.py::OPTCausalLMPreprocessorTest::test_preprocessor_basics PASSED [ 56%]
keras_hub/src/models/opt/opt_causal_lm_preprocessor_test.py::OPTCausalLMPreprocessorTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 56%]
keras_hub/src/models/opt/opt_causal_lm_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 56%]
keras_hub/src/models/opt/opt_causal_lm_test.py::OPTCausalLMTest::test_all_presets SKIPPED [ 56%]
keras_hub/src/models/opt/opt_causal_lm_test.py::OPTCausalLMTest::test_causal_lm_basics PASSED [ 56%]
keras_hub/src/models/opt/opt_causal_lm_test.py::OPTCausalLMTest::test_early_stopping PASSED [ 56%]
keras_hub/src/models/opt/opt_causal_lm_test.py::OPTCausalLMTest::test_generate PASSED [ 56%]
keras_hub/src/models/opt/opt_causal_lm_test.py::OPTCausalLMTest::test_generate_compilation PASSED [ 57%]
keras_hub/src/models/opt/opt_causal_lm_test.py::OPTCausalLMTest::test_saved_model PASSED [ 57%]
keras_hub/src/models/opt/opt_causal_lm_test.py::OPTCausalLMTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 57%]
keras_hub/src/models/opt/opt_tokenizer_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 57%]
keras_hub/src/models/opt/opt_tokenizer_test.py::OPTTokenizerTest::test_all_presets SKIPPED [ 57%]
keras_hub/src/models/opt/opt_tokenizer_test.py::OPTTokenizerTest::test_errors_missing_special_tokens PASSED [ 57%]
keras_hub/src/models/opt/opt_tokenizer_test.py::OPTTokenizerTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 57%]
keras_hub/src/models/opt/opt_tokenizer_test.py::OPTTokenizerTest::test_smallest_preset PASSED [ 57%]
keras_hub/src/models/opt/opt_tokenizer_test.py::OPTTokenizerTest::test_tokenizer_basics PASSED [ 57%]
keras_hub/src/models/pali_gemma/pali_gemma_backbone_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 57%]
keras_hub/src/models/pali_gemma/pali_gemma_backbone_test.py::PaliGemmaBackboneTest::test_all_presets SKIPPED [ 57%]
keras_hub/src/models/pali_gemma/pali_gemma_backbone_test.py::PaliGemmaBackboneTest::test_backbone_basics PASSED [ 57%]
keras_hub/src/models/pali_gemma/pali_gemma_backbone_test.py::PaliGemmaBackboneTest::test_saved_model PASSED [ 57%]
keras_hub/src/models/pali_gemma/pali_gemma_backbone_test.py::PaliGemmaBackboneTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 57%]
keras_hub/src/models/pali_gemma/pali_gemma_backbone_test.py::PaliGemmaBackboneTest::test_smallest_preset SKIPPED [ 57%]
keras_hub/src/models/pali_gemma/pali_gemma_backbone_test.py::PaliGemma2BackboneTest::test_backbone_basics PASSED [ 57%]
keras_hub/src/models/pali_gemma/pali_gemma_backbone_test.py::PaliGemma2BackboneTest::test_saved_model PASSED [ 57%]
keras_hub/src/models/pali_gemma/pali_gemma_backbone_test.py::PaliGemma2BackboneTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 58%]
keras_hub/src/models/pali_gemma/pali_gemma_causal_lm_preprocessor_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 58%]
keras_hub/src/models/pali_gemma/pali_gemma_causal_lm_preprocessor_test.py::PaliGemmaCausalLMPreprocessorTest::test_all_presets SKIPPED [ 58%]
keras_hub/src/models/pali_gemma/pali_gemma_causal_lm_preprocessor_test.py::PaliGemmaCausalLMPreprocessorTest::test_generate_postprocess PASSED [ 58%]
keras_hub/src/models/pali_gemma/pali_gemma_causal_lm_preprocessor_test.py::PaliGemmaCausalLMPreprocessorTest::test_generate_preprocess PASSED [ 58%]
keras_hub/src/models/pali_gemma/pali_gemma_causal_lm_preprocessor_test.py::PaliGemmaCausalLMPreprocessorTest::test_no_start_end_token PASSED [ 58%]
keras_hub/src/models/pali_gemma/pali_gemma_causal_lm_preprocessor_test.py::PaliGemmaCausalLMPreprocessorTest::test_preprocessor_basics PASSED [ 58%]
keras_hub/src/models/pali_gemma/pali_gemma_causal_lm_preprocessor_test.py::PaliGemmaCausalLMPreprocessorTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 58%]
keras_hub/src/models/pali_gemma/pali_gemma_causal_lm_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 58%]
keras_hub/src/models/pali_gemma/pali_gemma_causal_lm_test.py::PaliGemmaCausalLMTest::test_causal_lm_basics PASSED [ 58%]
keras_hub/src/models/pali_gemma/pali_gemma_causal_lm_test.py::PaliGemmaCausalLMTest::test_pali_gemma_causal_lm_fit PASSED [ 58%]
keras_hub/src/models/pali_gemma/pali_gemma_causal_lm_test.py::PaliGemmaCausalLMTest::test_pali_gemma_causal_lm_generate PASSED [ 58%]
keras_hub/src/models/pali_gemma/pali_gemma_causal_lm_test.py::PaliGemmaCausalLMTest::test_pali_gemma_causal_model PASSED [ 58%]
keras_hub/src/models/pali_gemma/pali_gemma_causal_lm_test.py::PaliGemmaCausalLMTest::test_saved_model PASSED [ 58%]
keras_hub/src/models/pali_gemma/pali_gemma_causal_lm_test.py::PaliGemmaCausalLMTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 58%]
keras_hub/src/models/pali_gemma/pali_gemma_decoder_block_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 58%]
keras_hub/src/models/pali_gemma/pali_gemma_decoder_block_test.py::PaliGemmaDecoderBlockTest::test_pali_gemma_attention_mask_computation PASSED [ 58%]
keras_hub/src/models/pali_gemma/pali_gemma_decoder_block_test.py::PaliGemmaDecoderBlockTest::test_pali_gemma_attention_mask_computation_with_dual_masks PASSED [ 59%]
keras_hub/src/models/pali_gemma/pali_gemma_decoder_block_test.py::PaliGemmaDecoderBlockTest::test_pali_gemma_attention_mask_computation_with_response_mask PASSED [ 59%]
keras_hub/src/models/pali_gemma/pali_gemma_decoder_block_test.py::PaliGemmaDecoderBlockTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 59%]
keras_hub/src/models/pali_gemma/pali_gemma_vit_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 59%]
keras_hub/src/models/pali_gemma/pali_gemma_vit_test.py::PaliGemmaVitTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 59%]
keras_hub/src/models/pali_gemma/pali_gemma_vit_test.py::PaliGemmaVitTest::test_vision_embeddings PASSED [ 59%]
keras_hub/src/models/pali_gemma/pali_gemma_vit_test.py::PaliGemmaVitTest::test_vit_encoder PASSED [ 59%]
keras_hub/src/models/pali_gemma/pali_gemma_vit_test.py::PaliGemmaVitTest::test_vit_output_shape PASSED [ 59%]
keras_hub/src/models/phi3/phi3_backbone_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 59%]
keras_hub/src/models/phi3/phi3_backbone_test.py::Phi3Test::test_all_presets SKIPPED [ 59%]
keras_hub/src/models/phi3/phi3_backbone_test.py::Phi3Test::test_backbone_basics PASSED [ 59%]
keras_hub/src/models/phi3/phi3_backbone_test.py::Phi3Test::test_backbone_basics_with_su_rotary PASSED [ 59%]
keras_hub/src/models/phi3/phi3_backbone_test.py::Phi3Test::test_saved_model PASSED [ 59%]
keras_hub/src/models/phi3/phi3_backbone_test.py::Phi3Test::test_saved_model_with_su_rotary PASSED [ 59%]
keras_hub/src/models/phi3/phi3_backbone_test.py::Phi3Test::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 59%]
keras_hub/src/models/phi3/phi3_backbone_test.py::Phi3Test::test_smallest_preset SKIPPED [ 59%]
keras_hub/src/models/phi3/phi3_causal_lm_preprocessor_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 59%]
keras_hub/src/models/phi3/phi3_causal_lm_preprocessor_test.py::Phi3CausalLMPreprocessorTest::test_all_presets SKIPPED [ 59%]
keras_hub/src/models/phi3/phi3_causal_lm_preprocessor_test.py::Phi3CausalLMPreprocessorTest::test_generate_postprocess PASSED [ 60%]
keras_hub/src/models/phi3/phi3_causal_lm_preprocessor_test.py::Phi3CausalLMPreprocessorTest::test_generate_preprocess PASSED [ 60%]
keras_hub/src/models/phi3/phi3_causal_lm_preprocessor_test.py::Phi3CausalLMPreprocessorTest::test_no_start_end_token PASSED [ 60%]
keras_hub/src/models/phi3/phi3_causal_lm_preprocessor_test.py::Phi3CausalLMPreprocessorTest::test_preprocessor_basics PASSED [ 60%]
keras_hub/src/models/phi3/phi3_causal_lm_preprocessor_test.py::Phi3CausalLMPreprocessorTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 60%]
keras_hub/src/models/phi3/phi3_causal_lm_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 60%]
keras_hub/src/models/phi3/phi3_causal_lm_test.py::Phi3CausalLMTest::test_all_presets SKIPPED [ 60%]
keras_hub/src/models/phi3/phi3_causal_lm_test.py::Phi3CausalLMTest::test_causal_lm_basics PASSED [ 60%]
keras_hub/src/models/phi3/phi3_causal_lm_test.py::Phi3CausalLMTest::test_early_stopping PASSED [ 60%]
keras_hub/src/models/phi3/phi3_causal_lm_test.py::Phi3CausalLMTest::test_generate PASSED [ 60%]
keras_hub/src/models/phi3/phi3_causal_lm_test.py::Phi3CausalLMTest::test_generate_compilation PASSED [ 60%]
keras_hub/src/models/phi3/phi3_causal_lm_test.py::Phi3CausalLMTest::test_saved_model PASSED [ 60%]
keras_hub/src/models/phi3/phi3_causal_lm_test.py::Phi3CausalLMTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 60%]
keras_hub/src/models/phi3/phi3_tokenizer_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 60%]
keras_hub/src/models/phi3/phi3_tokenizer_test.py::Phi3TokenizerTest::test_all_presets SKIPPED [ 60%]
keras_hub/src/models/phi3/phi3_tokenizer_test.py::Phi3TokenizerTest::test_errors_missing_special_tokens PASSED [ 60%]
keras_hub/src/models/phi3/phi3_tokenizer_test.py::Phi3TokenizerTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 60%]
keras_hub/src/models/phi3/phi3_tokenizer_test.py::Phi3TokenizerTest::test_smallest_preset PASSED [ 61%]
keras_hub/src/models/phi3/phi3_tokenizer_test.py::Phi3TokenizerTest::test_tokenizer_basics PASSED [ 61%]
keras_hub/src/models/preprocessor_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 61%]
keras_hub/src/models/preprocessor_test.py::TestPreprocessor::test_from_preset PASSED [ 61%]
keras_hub/src/models/preprocessor_test.py::TestPreprocessor::test_from_preset_errors PASSED [ 61%]
keras_hub/src/models/preprocessor_test.py::TestPreprocessor::test_from_preset_with_sequence_length PASSED [ 61%]
keras_hub/src/models/preprocessor_test.py::TestPreprocessor::test_preset_accessors PASSED [ 61%]
keras_hub/src/models/preprocessor_test.py::TestPreprocessor::test_save_to_preset0 PASSED [ 61%]
keras_hub/src/models/preprocessor_test.py::TestPreprocessor::test_save_to_preset1 PASSED [ 61%]
keras_hub/src/models/preprocessor_test.py::TestPreprocessor::test_save_to_preset2 PASSED [ 61%]
keras_hub/src/models/preprocessor_test.py::TestPreprocessor::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 61%]
keras_hub/src/models/qwen/qwen_causal_lm_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 61%]
keras_hub/src/models/qwen/qwen_causal_lm_test.py::QwenCausalLMTest::test_all_presets SKIPPED [ 61%]
keras_hub/src/models/qwen/qwen_causal_lm_test.py::QwenCausalLMTest::test_causal_lm_basics PASSED [ 61%]
keras_hub/src/models/qwen/qwen_causal_lm_test.py::QwenCausalLMTest::test_early_stopping PASSED [ 61%]
keras_hub/src/models/qwen/qwen_causal_lm_test.py::QwenCausalLMTest::test_generate PASSED [ 61%]
keras_hub/src/models/qwen/qwen_causal_lm_test.py::QwenCausalLMTest::test_generate_compilation PASSED [ 61%]
keras_hub/src/models/qwen/qwen_causal_lm_test.py::QwenCausalLMTest::test_generate_strip_prompt PASSED [ 62%]
keras_hub/src/models/qwen/qwen_causal_lm_test.py::QwenCausalLMTest::test_saved_model PASSED [ 62%]
keras_hub/src/models/qwen/qwen_causal_lm_test.py::QwenCausalLMTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 62%]
keras_hub/src/models/qwen_moe/qwen_moe_backbone_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 62%]
keras_hub/src/models/qwen_moe/qwen_moe_backbone_test.py::QwenMoeBackboneTest::test_architecture_characteristics PASSED [ 62%]
keras_hub/src/models/qwen_moe/qwen_moe_backbone_test.py::QwenMoeBackboneTest::test_auxiliary_loss FAILED [ 62%]
keras_hub/src/models/qwen_moe/qwen_moe_backbone_test.py::QwenMoeBackboneTest::test_backbone_basics FAILED [ 62%]
keras_hub/src/models/qwen_moe/qwen_moe_backbone_test.py::QwenMoeBackboneTest::test_saved_model FAILED [ 62%]
keras_hub/src/models/qwen_moe/qwen_moe_backbone_test.py::QwenMoeBackboneTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 62%]
keras_hub/src/models/qwen_moe/qwen_moe_causal_lm_preprocessor_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 62%]
keras_hub/src/models/qwen_moe/qwen_moe_causal_lm_preprocessor_test.py::QwenMoeCausalLMPreprocessorTest::test_all_presets SKIPPED [ 62%]
keras_hub/src/models/qwen_moe/qwen_moe_causal_lm_preprocessor_test.py::QwenMoeCausalLMPreprocessorTest::test_generate_postprocess PASSED [ 62%]
keras_hub/src/models/qwen_moe/qwen_moe_causal_lm_preprocessor_test.py::QwenMoeCausalLMPreprocessorTest::test_generate_preprocess PASSED [ 62%]
keras_hub/src/models/qwen_moe/qwen_moe_causal_lm_preprocessor_test.py::QwenMoeCausalLMPreprocessorTest::test_preprocessor_basics PASSED [ 62%]
keras_hub/src/models/qwen_moe/qwen_moe_causal_lm_preprocessor_test.py::QwenMoeCausalLMPreprocessorTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 62%]
keras_hub/src/models/qwen_moe/qwen_moe_causal_lm_preprocessor_test.py::QwenMoeCausalLMPreprocessorTest::test_with_end_token PASSED [ 62%]
keras_hub/src/models/qwen_moe/qwen_moe_causal_lm_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 62%]
keras_hub/src/models/qwen_moe/qwen_moe_causal_lm_test.py::QwenMoeCausalLMTest::test_all_presets SKIPPED [ 62%]
keras_hub/src/models/qwen_moe/qwen_moe_causal_lm_test.py::QwenMoeCausalLMTest::test_causal_lm_basics FAILED [ 63%]
keras_hub/src/models/qwen_moe/qwen_moe_causal_lm_test.py::QwenMoeCausalLMTest::test_early_stopping FAILED [ 63%]
keras_hub/src/models/qwen_moe/qwen_moe_causal_lm_test.py::QwenMoeCausalLMTest::test_flash_attention_call FAILED [ 63%]
keras_hub/src/models/qwen_moe/qwen_moe_causal_lm_test.py::QwenMoeCausalLMTest::test_generate FAILED [ 63%]
keras_hub/src/models/qwen_moe/qwen_moe_causal_lm_test.py::QwenMoeCausalLMTest::test_generate_compilation FAILED [ 63%]
keras_hub/src/models/qwen_moe/qwen_moe_causal_lm_test.py::QwenMoeCausalLMTest::test_generate_strip_prompt FAILED [ 63%]
keras_hub/src/models/qwen_moe/qwen_moe_causal_lm_test.py::QwenMoeCausalLMTest::test_saved_model FAILED [ 63%]
keras_hub/src/models/qwen_moe/qwen_moe_causal_lm_test.py::QwenMoeCausalLMTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 63%]
keras_hub/src/models/resnet/resnet_backbone_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 63%]
keras_hub/src/models/resnet/resnet_backbone_test.py::ResNetBackboneTest::test_all_presets SKIPPED [ 63%]
keras_hub/src/models/resnet/resnet_backbone_test.py::ResNetBackboneTest::test_backbone_basics_basic PASSED [ 63%]
keras_hub/src/models/resnet/resnet_backbone_test.py::ResNetBackboneTest::test_backbone_basics_bottleneck PASSED [ 63%]
keras_hub/src/models/resnet/resnet_backbone_test.py::ResNetBackboneTest::test_backbone_v2_basic PASSED [ 63%]
keras_hub/src/models/resnet/resnet_backbone_test.py::ResNetBackboneTest::test_backbone_v2_bottleneck PASSED [ 63%]
keras_hub/src/models/resnet/resnet_backbone_test.py::ResNetBackboneTest::test_backbone_vd_basic PASSED [ 63%]
keras_hub/src/models/resnet/resnet_backbone_test.py::ResNetBackboneTest::test_backbone_vd_bottleneck PASSED [ 63%]
keras_hub/src/models/resnet/resnet_backbone_test.py::ResNetBackboneTest::test_saved_model PASSED [ 63%]
keras_hub/src/models/resnet/resnet_backbone_test.py::ResNetBackboneTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 64%]
keras_hub/src/models/resnet/resnet_image_classifier_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 64%]
keras_hub/src/models/resnet/resnet_image_classifier_test.py::ResNetImageClassifierTest::test_all_presets SKIPPED [ 64%]
keras_hub/src/models/resnet/resnet_image_classifier_test.py::ResNetImageClassifierTest::test_classifier_basics SKIPPED [ 64%]
keras_hub/src/models/resnet/resnet_image_classifier_test.py::ResNetImageClassifierTest::test_head_dtype PASSED [ 64%]
keras_hub/src/models/resnet/resnet_image_classifier_test.py::ResNetImageClassifierTest::test_saved_model PASSED [ 64%]
keras_hub/src/models/resnet/resnet_image_classifier_test.py::ResNetImageClassifierTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 64%]
keras_hub/src/models/resnet/resnet_image_classifier_test.py::ResNetImageClassifierTest::test_smallest_preset PASSED [ 64%]
keras_hub/src/models/retinanet/feature_pyramid_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 64%]
keras_hub/src/models/retinanet/feature_pyramid_test.py::FeaturePyramidTest::test_layer_behaviors PASSED [ 64%]
keras_hub/src/models/retinanet/feature_pyramid_test.py::FeaturePyramidTest::test_layer_output_shapes_different_resolutions PASSED [ 64%]
keras_hub/src/models/retinanet/feature_pyramid_test.py::FeaturePyramidTest::test_layer_output_shapes_equal_resolutions PASSED [ 64%]
keras_hub/src/models/retinanet/feature_pyramid_test.py::FeaturePyramidTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 64%]
keras_hub/src/models/retinanet/prediction_head_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 64%]
keras_hub/src/models/retinanet/prediction_head_test.py::PredictionHeadTest::test_layer_behaviors_with_group_normalization PASSED [ 64%]
keras_hub/src/models/retinanet/prediction_head_test.py::PredictionHeadTest::test_layer_behaviors_without_group_normalization PASSED [ 64%]
keras_hub/src/models/retinanet/prediction_head_test.py::PredictionHeadTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 64%]
keras_hub/src/models/retinanet/retinanet_backbone_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 64%]
keras_hub/src/models/retinanet/retinanet_backbone_test.py::RetinaNetBackboneTest::test_backbone_basics_channels_first PASSED [ 65%]
keras_hub/src/models/retinanet/retinanet_backbone_test.py::RetinaNetBackboneTest::test_saved_model PASSED [ 65%]
keras_hub/src/models/retinanet/retinanet_backbone_test.py::RetinaNetBackboneTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 65%]
keras_hub/src/models/retinanet/retinanet_label_encoder_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 65%]
keras_hub/src/models/retinanet/retinanet_label_encoder_test.py::RetinaNetLabelEncoderTest::test_all_negative_1 PASSED [ 65%]
keras_hub/src/models/retinanet/retinanet_label_encoder_test.py::RetinaNetLabelEncoderTest::test_label_encoder_output_shapes PASSED [ 65%]
keras_hub/src/models/retinanet/retinanet_label_encoder_test.py::RetinaNetLabelEncoderTest::test_layer_behaviors PASSED [ 65%]
keras_hub/src/models/retinanet/retinanet_label_encoder_test.py::RetinaNetLabelEncoderTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 65%]
keras_hub/src/models/retinanet/retinanet_object_detector_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 65%]
keras_hub/src/models/retinanet/retinanet_object_detector_test.py::RetinaNetObjectDetectorTest::test_detection_basics PASSED [ 65%]
keras_hub/src/models/retinanet/retinanet_object_detector_test.py::RetinaNetObjectDetectorTest::test_saved_model PASSED [ 65%]
keras_hub/src/models/retinanet/retinanet_object_detector_test.py::RetinaNetObjectDetectorTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 65%]
keras_hub/src/models/roberta/roberta_backbone_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 65%]
keras_hub/src/models/roberta/roberta_backbone_test.py::RobertaBackboneTest::test_all_presets SKIPPED [ 65%]
keras_hub/src/models/roberta/roberta_backbone_test.py::RobertaBackboneTest::test_backbone_basics PASSED [ 65%]
keras_hub/src/models/roberta/roberta_backbone_test.py::RobertaBackboneTest::test_saved_model PASSED [ 65%]
keras_hub/src/models/roberta/roberta_backbone_test.py::RobertaBackboneTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 65%]
keras_hub/src/models/roberta/roberta_backbone_test.py::RobertaBackboneTest::test_smallest_preset PASSED [ 66%]
keras_hub/src/models/roberta/roberta_masked_lm_preprocessor_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 66%]
keras_hub/src/models/roberta/roberta_masked_lm_preprocessor_test.py::RobertaMaskedLMPreprocessorTest::test_all_presets SKIPPED [ 66%]
keras_hub/src/models/roberta/roberta_masked_lm_preprocessor_test.py::RobertaMaskedLMPreprocessorTest::test_no_masking_zero_rate PASSED [ 66%]
keras_hub/src/models/roberta/roberta_masked_lm_preprocessor_test.py::RobertaMaskedLMPreprocessorTest::test_preprocessor_basics PASSED [ 66%]
keras_hub/src/models/roberta/roberta_masked_lm_preprocessor_test.py::RobertaMaskedLMPreprocessorTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 66%]
keras_hub/src/models/roberta/roberta_masked_lm_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 66%]
keras_hub/src/models/roberta/roberta_masked_lm_test.py::RobertaMaskedLMTest::test_all_presets SKIPPED [ 66%]
keras_hub/src/models/roberta/roberta_masked_lm_test.py::RobertaMaskedLMTest::test_masked_lm_basics PASSED [ 66%]
keras_hub/src/models/roberta/roberta_masked_lm_test.py::RobertaMaskedLMTest::test_saved_model PASSED [ 66%]
keras_hub/src/models/roberta/roberta_masked_lm_test.py::RobertaMaskedLMTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 66%]
keras_hub/src/models/roberta/roberta_text_classifier_preprocessor_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 66%]
keras_hub/src/models/roberta/roberta_text_classifier_preprocessor_test.py::RobertaTextClassifierPreprocessorTest::test_all_presets SKIPPED [ 66%]
keras_hub/src/models/roberta/roberta_text_classifier_preprocessor_test.py::RobertaTextClassifierPreprocessorTest::test_errors_for_2d_list_input PASSED [ 66%]
keras_hub/src/models/roberta/roberta_text_classifier_preprocessor_test.py::RobertaTextClassifierPreprocessorTest::test_preprocessor_basics PASSED [ 66%]
keras_hub/src/models/roberta/roberta_text_classifier_preprocessor_test.py::RobertaTextClassifierPreprocessorTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 66%]
keras_hub/src/models/roberta/roberta_text_classifier_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 66%]
keras_hub/src/models/roberta/roberta_text_classifier_test.py::RobertaTextClassifierTest::test_all_presets SKIPPED [ 67%]
keras_hub/src/models/roberta/roberta_text_classifier_test.py::RobertaTextClassifierTest::test_classifier_basics PASSED [ 67%]
keras_hub/src/models/roberta/roberta_text_classifier_test.py::RobertaTextClassifierTest::test_saved_model PASSED [ 67%]
keras_hub/src/models/roberta/roberta_text_classifier_test.py::RobertaTextClassifierTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 67%]
keras_hub/src/models/roberta/roberta_tokenizer_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 67%]
keras_hub/src/models/roberta/roberta_tokenizer_test.py::RobertaTokenizerTest::test_all_presets SKIPPED [ 67%]
keras_hub/src/models/roberta/roberta_tokenizer_test.py::RobertaTokenizerTest::test_errors_missing_special_tokens PASSED [ 67%]
keras_hub/src/models/roberta/roberta_tokenizer_test.py::RobertaTokenizerTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 67%]
keras_hub/src/models/roberta/roberta_tokenizer_test.py::RobertaTokenizerTest::test_smallest_preset PASSED [ 67%]
keras_hub/src/models/roberta/roberta_tokenizer_test.py::RobertaTokenizerTest::test_tokenizer_basics PASSED [ 67%]
keras_hub/src/models/roformer_v2/roformer_v2_backbone_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 67%]
keras_hub/src/models/roformer_v2/roformer_v2_backbone_test.py::RoformerV2BackboneTest::test_backbone_basics PASSED [ 67%]
keras_hub/src/models/roformer_v2/roformer_v2_backbone_test.py::RoformerV2BackboneTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 67%]
keras_hub/src/models/roformer_v2/roformer_v2_masked_lm_preprocessor_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 67%]
keras_hub/src/models/roformer_v2/roformer_v2_masked_lm_preprocessor_test.py::RoformerV2MaskedLMPreprocessort::test_no_masking_zero_rate PASSED [ 67%]
keras_hub/src/models/roformer_v2/roformer_v2_masked_lm_preprocessor_test.py::RoformerV2MaskedLMPreprocessort::test_preprocessor_basics PASSED [ 67%]
keras_hub/src/models/roformer_v2/roformer_v2_masked_lm_preprocessor_test.py::RoformerV2MaskedLMPreprocessort::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 67%]
keras_hub/src/models/roformer_v2/roformer_v2_masked_lm_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 67%]
keras_hub/src/models/roformer_v2/roformer_v2_masked_lm_test.py::RoformerV2MaskedLMTest::test_masked_lm_basics PASSED [ 68%]
keras_hub/src/models/roformer_v2/roformer_v2_masked_lm_test.py::RoformerV2MaskedLMTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 68%]
keras_hub/src/models/roformer_v2/roformer_v2_text_classifier_preprocessor_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 68%]
keras_hub/src/models/roformer_v2/roformer_v2_text_classifier_preprocessor_test.py::RoformerV2TextClassifierPreprocessorTest::test_errors_for_2d_list_input PASSED [ 68%]
keras_hub/src/models/roformer_v2/roformer_v2_text_classifier_preprocessor_test.py::RoformerV2TextClassifierPreprocessorTest::test_preprocessor_basics PASSED [ 68%]
keras_hub/src/models/roformer_v2/roformer_v2_text_classifier_preprocessor_test.py::RoformerV2TextClassifierPreprocessorTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 68%]
keras_hub/src/models/roformer_v2/roformer_v2_text_classifier_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 68%]
keras_hub/src/models/roformer_v2/roformer_v2_text_classifier_test.py::RoformerVTextClassifierTest::test_classifier_basics PASSED [ 68%]
keras_hub/src/models/roformer_v2/roformer_v2_text_classifier_test.py::RoformerVTextClassifierTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 68%]
keras_hub/src/models/roformer_v2/roformer_v2_tokenizer_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 68%]
keras_hub/src/models/roformer_v2/roformer_v2_tokenizer_test.py::RoformerV2TokenizerTest::test_errors_missing_special_tokens PASSED [ 68%]
keras_hub/src/models/roformer_v2/roformer_v2_tokenizer_test.py::RoformerV2TokenizerTest::test_lowercase PASSED [ 68%]
keras_hub/src/models/roformer_v2/roformer_v2_tokenizer_test.py::RoformerV2TokenizerTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 68%]
keras_hub/src/models/roformer_v2/roformer_v2_tokenizer_test.py::RoformerV2TokenizerTest::test_tokenizer_basics PASSED [ 68%]
keras_hub/src/models/roformer_v2/roformer_v2_tokenizer_test.py::RoformerV2TokenizerTest::test_tokenizer_special_tokens PASSED [ 68%]
keras_hub/src/models/sam/sam_backbone_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 68%]
keras_hub/src/models/sam/sam_backbone_test.py::SAMBackboneTest::test_backbone_basics PASSED [ 68%]
keras_hub/src/models/sam/sam_backbone_test.py::SAMBackboneTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 69%]
keras_hub/src/models/sam/sam_image_segmenter_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 69%]
keras_hub/src/models/sam/sam_image_segmenter_test.py::SAMImageSegmenterTest::test_all_presets SKIPPED [ 69%]
keras_hub/src/models/sam/sam_image_segmenter_test.py::SAMImageSegmenterTest::test_end_to_end_model_predict PASSED [ 69%]
keras_hub/src/models/sam/sam_image_segmenter_test.py::SAMImageSegmenterTest::test_sam_basics SKIPPED [ 69%]
keras_hub/src/models/sam/sam_image_segmenter_test.py::SAMImageSegmenterTest::test_saved_model PASSED [ 69%]
keras_hub/src/models/sam/sam_image_segmenter_test.py::SAMImageSegmenterTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 69%]
keras_hub/src/models/sam/sam_mask_decoder_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 69%]
keras_hub/src/models/sam/sam_mask_decoder_test.py::SAMMaskDecoderTest::test_layer_basics PASSED [ 69%]
keras_hub/src/models/sam/sam_mask_decoder_test.py::SAMMaskDecoderTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 69%]
keras_hub/src/models/sam/sam_prompt_encoder_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 69%]
keras_hub/src/models/sam/sam_prompt_encoder_test.py::SAMPromptEncoderTest::test_layer_basics SKIPPEDcted_output_shape. But the output shape
test has been covered in test_prompt_encoder_simple. so it is working.) [ 69%]
keras_hub/src/models/sam/sam_prompt_encoder_test.py::SAMPromptEncoderTest::test_prompt_encoder_partial_prompts_boxes PASSED [ 69%]
keras_hub/src/models/sam/sam_prompt_encoder_test.py::SAMPromptEncoderTest::test_prompt_encoder_partial_prompts_boxes_masks PASSED [ 69%]
keras_hub/src/models/sam/sam_prompt_encoder_test.py::SAMPromptEncoderTest::test_prompt_encoder_partial_prompts_masks PASSED [ 69%]
keras_hub/src/models/sam/sam_prompt_encoder_test.py::SAMPromptEncoderTest::test_prompt_encoder_partial_prompts_points PASSED [ 69%]
keras_hub/src/models/sam/sam_prompt_encoder_test.py::SAMPromptEncoderTest::test_prompt_encoder_partial_prompts_points_boxes PASSED [ 69%]
keras_hub/src/models/sam/sam_prompt_encoder_test.py::SAMPromptEncoderTest::test_prompt_encoder_partial_prompts_points_masks PASSED [ 70%]
keras_hub/src/models/sam/sam_prompt_encoder_test.py::SAMPromptEncoderTest::test_prompt_encoder_simple PASSED [ 70%]
keras_hub/src/models/sam/sam_prompt_encoder_test.py::SAMPromptEncoderTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 70%]
keras_hub/src/models/seq_2_seq_lm_preprocessor_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 70%]
keras_hub/src/models/seq_2_seq_lm_preprocessor_test.py::TestSeq2SeqLMPreprocessor::test_from_preset PASSED [ 70%]
keras_hub/src/models/seq_2_seq_lm_preprocessor_test.py::TestSeq2SeqLMPreprocessor::test_from_preset_errors PASSED [ 70%]
keras_hub/src/models/seq_2_seq_lm_preprocessor_test.py::TestSeq2SeqLMPreprocessor::test_from_preset_with_sequence_length PASSED [ 70%]
keras_hub/src/models/seq_2_seq_lm_preprocessor_test.py::TestSeq2SeqLMPreprocessor::test_preset_accessors PASSED [ 70%]
keras_hub/src/models/seq_2_seq_lm_preprocessor_test.py::TestSeq2SeqLMPreprocessor::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 70%]
keras_hub/src/models/siglip/siglip_backbone_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 70%]
keras_hub/src/models/siglip/siglip_backbone_test.py::SigLIPBackboneTest::test_all_presets SKIPPED [ 70%]
keras_hub/src/models/siglip/siglip_backbone_test.py::SigLIPBackboneTest::test_backbone_basics PASSED [ 70%]
keras_hub/src/models/siglip/siglip_backbone_test.py::SigLIPBackboneTest::test_saved_model PASSED [ 70%]
keras_hub/src/models/siglip/siglip_backbone_test.py::SigLIPBackboneTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 70%]
keras_hub/src/models/siglip/siglip_backbone_test.py::SigLIPBackboneTest::test_smallest_preset SKIPPED [ 70%]
keras_hub/src/models/siglip/siglip_backbone_test.py::SigLIP2BackboneTest::test_backbone_basics PASSED [ 70%]
keras_hub/src/models/siglip/siglip_backbone_test.py::SigLIP2BackboneTest::test_saved_model PASSED [ 70%]
keras_hub/src/models/siglip/siglip_backbone_test.py::SigLIP2BackboneTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 70%]
keras_hub/src/models/siglip/siglip_backbone_test.py::SigLIP2BackboneTest::test_smallest_preset SKIPPED [ 71%]
keras_hub/src/models/siglip/siglip_preprocessor_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 71%]
keras_hub/src/models/siglip/siglip_preprocessor_test.py::SigLIPPreprocessorTest::test_all_presets SKIPPED [ 71%]
keras_hub/src/models/siglip/siglip_preprocessor_test.py::SigLIPPreprocessorTest::test_canonicalize_text PASSED [ 71%]
keras_hub/src/models/siglip/siglip_preprocessor_test.py::SigLIPPreprocessorTest::test_preprocessor_basics PASSED [ 71%]
keras_hub/src/models/siglip/siglip_preprocessor_test.py::SigLIPPreprocessorTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 71%]
keras_hub/src/models/siglip/siglip_tokenizer_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 71%]
keras_hub/src/models/siglip/siglip_tokenizer_test.py::SigLIPTokenizerTest::test_all_presets SKIPPED [ 71%]
keras_hub/src/models/siglip/siglip_tokenizer_test.py::SigLIPTokenizerTest::test_errors_missing_special_tokens PASSED [ 71%]
keras_hub/src/models/siglip/siglip_tokenizer_test.py::SigLIPTokenizerTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 71%]
keras_hub/src/models/siglip/siglip_tokenizer_test.py::SigLIPTokenizerTest::test_smallest_preset PASSED [ 71%]
keras_hub/src/models/siglip/siglip_tokenizer_test.py::SigLIPTokenizerTest::test_tokenizer_basics PASSED [ 71%]
keras_hub/src/models/stable_diffusion_3/stable_diffusion_3_backbone_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 71%]
keras_hub/src/models/stable_diffusion_3/stable_diffusion_3_backbone_test.py::StableDiffusion3BackboneTest::test_all_presets SKIPPED [ 71%]
keras_hub/src/models/stable_diffusion_3/stable_diffusion_3_backbone_test.py::StableDiffusion3BackboneTest::test_backbone_basics PASSED [ 71%]
keras_hub/src/models/stable_diffusion_3/stable_diffusion_3_backbone_test.py::StableDiffusion3BackboneTest::test_backbone_basics_mmditx PASSED [ 71%]
keras_hub/src/models/stable_diffusion_3/stable_diffusion_3_backbone_test.py::StableDiffusion3BackboneTest::test_saved_model PASSED [ 71%]
keras_hub/src/models/stable_diffusion_3/stable_diffusion_3_backbone_test.py::StableDiffusion3BackboneTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 72%]
keras_hub/src/models/stable_diffusion_3/stable_diffusion_3_image_to_image_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 72%]
keras_hub/src/models/stable_diffusion_3/stable_diffusion_3_image_to_image_test.py::StableDiffusion3ImageToImageTest::test_generate PASSED [ 72%]
keras_hub/src/models/stable_diffusion_3/stable_diffusion_3_image_to_image_test.py::StableDiffusion3ImageToImageTest::test_generate_compilation PASSED [ 72%]
keras_hub/src/models/stable_diffusion_3/stable_diffusion_3_image_to_image_test.py::StableDiffusion3ImageToImageTest::test_generate_with_lower_precision PASSED [ 72%]
keras_hub/src/models/stable_diffusion_3/stable_diffusion_3_image_to_image_test.py::StableDiffusion3ImageToImageTest::test_image_to_image_basics SKIPPED [ 72%]
keras_hub/src/models/stable_diffusion_3/stable_diffusion_3_image_to_image_test.py::StableDiffusion3ImageToImageTest::test_saved_model PASSED [ 72%]
keras_hub/src/models/stable_diffusion_3/stable_diffusion_3_image_to_image_test.py::StableDiffusion3ImageToImageTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 72%]
keras_hub/src/models/stable_diffusion_3/stable_diffusion_3_inpaint_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 72%]
keras_hub/src/models/stable_diffusion_3/stable_diffusion_3_inpaint_test.py::StableDiffusion3InpaintTest::test_generate PASSED [ 72%]
keras_hub/src/models/stable_diffusion_3/stable_diffusion_3_inpaint_test.py::StableDiffusion3InpaintTest::test_generate_compilation PASSED [ 72%]
keras_hub/src/models/stable_diffusion_3/stable_diffusion_3_inpaint_test.py::StableDiffusion3InpaintTest::test_generate_with_lower_precision PASSED [ 72%]
keras_hub/src/models/stable_diffusion_3/stable_diffusion_3_inpaint_test.py::StableDiffusion3InpaintTest::test_inpaint_basics SKIPPED [ 72%]
keras_hub/src/models/stable_diffusion_3/stable_diffusion_3_inpaint_test.py::StableDiffusion3InpaintTest::test_saved_model PASSED [ 72%]
keras_hub/src/models/stable_diffusion_3/stable_diffusion_3_inpaint_test.py::StableDiffusion3InpaintTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 72%]
keras_hub/src/models/stable_diffusion_3/stable_diffusion_3_text_to_image_preprocessor_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 72%]
keras_hub/src/models/stable_diffusion_3/stable_diffusion_3_text_to_image_preprocessor_test.py::StableDiffusion3TextToImagePreprocessorTest::test_generate_preprocess PASSED [ 72%]
keras_hub/src/models/stable_diffusion_3/stable_diffusion_3_text_to_image_preprocessor_test.py::StableDiffusion3TextToImagePreprocessorTest::test_preprocessor_basics SKIPPED [ 72%]
keras_hub/src/models/stable_diffusion_3/stable_diffusion_3_text_to_image_preprocessor_test.py::StableDiffusion3TextToImagePreprocessorTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 73%]
keras_hub/src/models/stable_diffusion_3/stable_diffusion_3_text_to_image_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 73%]
keras_hub/src/models/stable_diffusion_3/stable_diffusion_3_text_to_image_test.py::StableDiffusion3TextToImageTest::test_generate PASSED [ 73%]
keras_hub/src/models/stable_diffusion_3/stable_diffusion_3_text_to_image_test.py::StableDiffusion3TextToImageTest::test_generate_compilation PASSED [ 73%]
keras_hub/src/models/stable_diffusion_3/stable_diffusion_3_text_to_image_test.py::StableDiffusion3TextToImageTest::test_generate_with_lower_precision PASSED [ 73%]
keras_hub/src/models/stable_diffusion_3/stable_diffusion_3_text_to_image_test.py::StableDiffusion3TextToImageTest::test_saved_model PASSED [ 73%]
keras_hub/src/models/stable_diffusion_3/stable_diffusion_3_text_to_image_test.py::StableDiffusion3TextToImageTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 73%]
keras_hub/src/models/stable_diffusion_3/stable_diffusion_3_text_to_image_test.py::StableDiffusion3TextToImageTest::test_text_to_image_basics SKIPPED [ 73%]
keras_hub/src/models/t5/t5_backbone_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 73%]
keras_hub/src/models/t5/t5_backbone_test.py::T5BackboneTest::test_all_presets SKIPPED [ 73%]
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keras_hub/src/models/t5/t5_backbone_test.py::T5BackboneTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 73%]
keras_hub/src/models/t5/t5_backbone_test.py::T5BackboneTest::test_smallest_preset PASSED [ 73%]
keras_hub/src/models/t5/t5_preprocessor_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 73%]
keras_hub/src/models/t5/t5_preprocessor_test.py::T5PreprocessorTest::test_all_presets SKIPPED [ 73%]
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keras_hub/src/models/t5/t5_preprocessor_test.py::T5PreprocessorTest::test_preprocessor_basics PASSED [ 74%]
keras_hub/src/models/t5/t5_preprocessor_test.py::T5PreprocessorTest::test_sequence_length_override PASSED [ 74%]
keras_hub/src/models/t5/t5_preprocessor_test.py::T5PreprocessorTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 74%]
keras_hub/src/models/t5/t5_tokenizer_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 74%]
keras_hub/src/models/t5/t5_tokenizer_test.py::T5TokenizerTest::test_all_presets SKIPPED [ 74%]
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keras_hub/src/models/t5/t5_tokenizer_test.py::T5TokenizerTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 74%]
keras_hub/src/models/t5/t5_tokenizer_test.py::T5TokenizerTest::test_smallest_preset PASSED [ 74%]
keras_hub/src/models/t5/t5_tokenizer_test.py::T5TokenizerTest::test_tokenizer_basics PASSED [ 74%]
keras_hub/src/models/task_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 74%]
keras_hub/src/models/task_test.py::TestTask::test_from_preset PASSED [ 74%]
keras_hub/src/models/task_test.py::TestTask::test_from_preset_errors PASSED [ 74%]
keras_hub/src/models/task_test.py::TestTask::test_from_preset_with_kwargs PASSED [ 74%]
keras_hub/src/models/task_test.py::TestTask::test_preset_accessors PASSED [ 74%]
keras_hub/src/models/task_test.py::TestTask::test_save_to_preset PASSED [ 74%]
keras_hub/src/models/task_test.py::TestTask::test_save_to_preset_custom_backbone_and_preprocessor PASSED [ 74%]
keras_hub/src/models/task_test.py::TestTask::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 74%]
keras_hub/src/models/task_test.py::TestTask::test_summary_with_preprocessor PASSED [ 75%]
keras_hub/src/models/task_test.py::TestTask::test_summary_without_preprocessor PASSED [ 75%]
keras_hub/src/models/text_classifier_preprocessor_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 75%]
keras_hub/src/models/text_classifier_preprocessor_test.py::TestTextClassifierPreprocessor::test_from_preset PASSED [ 75%]
keras_hub/src/models/text_classifier_preprocessor_test.py::TestTextClassifierPreprocessor::test_from_preset_errors PASSED [ 75%]
keras_hub/src/models/text_classifier_preprocessor_test.py::TestTextClassifierPreprocessor::test_from_preset_with_sequence_length PASSED [ 75%]
keras_hub/src/models/text_classifier_preprocessor_test.py::TestTextClassifierPreprocessor::test_preset_accessors PASSED [ 75%]
keras_hub/src/models/text_classifier_preprocessor_test.py::TestTextClassifierPreprocessor::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 75%]
keras_hub/src/models/text_to_image_preprocessor_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 75%]
keras_hub/src/models/text_to_image_preprocessor_test.py::TestTextToImagePreprocessor::test_from_preset PASSED [ 75%]
keras_hub/src/models/text_to_image_preprocessor_test.py::TestTextToImagePreprocessor::test_from_preset_errors PASSED [ 75%]
keras_hub/src/models/text_to_image_preprocessor_test.py::TestTextToImagePreprocessor::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 75%]
keras_hub/src/models/vae/vae_backbone_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 75%]
keras_hub/src/models/vae/vae_backbone_test.py::VAEBackboneTest::test_backbone_basics PASSED [ 75%]
keras_hub/src/models/vae/vae_backbone_test.py::VAEBackboneTest::test_saved_model PASSED [ 75%]
keras_hub/src/models/vae/vae_backbone_test.py::VAEBackboneTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 75%]
keras_hub/src/models/vgg/vgg_backbone_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 75%]
keras_hub/src/models/vgg/vgg_backbone_test.py::VGGBackboneTest::test_all_presets SKIPPED [ 75%]
keras_hub/src/models/vgg/vgg_backbone_test.py::VGGBackboneTest::test_backbone_basics PASSED [ 76%]
keras_hub/src/models/vgg/vgg_backbone_test.py::VGGBackboneTest::test_saved_model PASSED [ 76%]
keras_hub/src/models/vgg/vgg_backbone_test.py::VGGBackboneTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 76%]
keras_hub/src/models/vgg/vgg_image_classifier_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 76%]
keras_hub/src/models/vgg/vgg_image_classifier_test.py::VGGImageClassifierTest::test_all_presets SKIPPED [ 76%]
keras_hub/src/models/vgg/vgg_image_classifier_test.py::VGGImageClassifierTest::test_classifier_basics PASSED [ 76%]
keras_hub/src/models/vgg/vgg_image_classifier_test.py::VGGImageClassifierTest::test_saved_model PASSED [ 76%]
keras_hub/src/models/vgg/vgg_image_classifier_test.py::VGGImageClassifierTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 76%]
keras_hub/src/models/vit/vit_backbone_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 76%]
keras_hub/src/models/vit/vit_backbone_test.py::ViTBackboneTest::test_backbone_basics PASSED [ 76%]
keras_hub/src/models/vit/vit_backbone_test.py::ViTBackboneTest::test_saved_model PASSED [ 76%]
keras_hub/src/models/vit/vit_backbone_test.py::ViTBackboneTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 76%]
keras_hub/src/models/vit/vit_image_classifier_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 76%]
keras_hub/src/models/vit/vit_image_classifier_test.py::ViTImageClassifierTest::test_classifier_basics PASSED [ 76%]
keras_hub/src/models/vit/vit_image_classifier_test.py::ViTImageClassifierTest::test_head_dtype PASSED [ 76%]
keras_hub/src/models/vit/vit_image_classifier_test.py::ViTImageClassifierTest::test_saved_model PASSED [ 76%]
keras_hub/src/models/vit/vit_image_classifier_test.py::ViTImageClassifierTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 76%]
keras_hub/src/models/vit_det/vit_det_backbone_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 77%]
keras_hub/src/models/vit_det/vit_det_backbone_test.py::ViTDetBackboneTest::test_backbone_basics PASSED [ 77%]
keras_hub/src/models/vit_det/vit_det_backbone_test.py::ViTDetBackboneTest::test_saved_model PASSED [ 77%]
keras_hub/src/models/vit_det/vit_det_backbone_test.py::ViTDetBackboneTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 77%]
keras_hub/src/models/whisper/whisper_audio_converter_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 77%]
keras_hub/src/models/whisper/whisper_audio_converter_test.py::WhisperAudioConverterTest::test_correctness PASSED [ 77%]
keras_hub/src/models/whisper/whisper_audio_converter_test.py::WhisperAudioConverterTest::test_feature_extractor_basics PASSED [ 77%]
keras_hub/src/models/whisper/whisper_audio_converter_test.py::WhisperAudioConverterTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 77%]
keras_hub/src/models/whisper/whisper_backbone_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 77%]
keras_hub/src/models/whisper/whisper_backbone_test.py::WhisperBackboneTest::test_all_presets SKIPPED [ 77%]
keras_hub/src/models/whisper/whisper_backbone_test.py::WhisperBackboneTest::test_backbone_basics PASSED [ 77%]
keras_hub/src/models/whisper/whisper_backbone_test.py::WhisperBackboneTest::test_key_projection_bias_absence PASSED [ 77%]
keras_hub/src/models/whisper/whisper_backbone_test.py::WhisperBackboneTest::test_saved_model PASSED [ 77%]
keras_hub/src/models/whisper/whisper_backbone_test.py::WhisperBackboneTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 77%]
keras_hub/src/models/whisper/whisper_backbone_test.py::WhisperBackboneTest::test_smallest_preset PASSED [ 77%]
keras_hub/src/models/whisper/whisper_tokenizer_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 77%]
keras_hub/src/models/whisper/whisper_tokenizer_test.py::WhisperTokenizerTest::test_all_presets SKIPPED [ 77%]
keras_hub/src/models/whisper/whisper_tokenizer_test.py::WhisperTokenizerTest::test_errors_missing_special_tokens PASSED [ 78%]
keras_hub/src/models/whisper/whisper_tokenizer_test.py::WhisperTokenizerTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 78%]
keras_hub/src/models/whisper/whisper_tokenizer_test.py::WhisperTokenizerTest::test_smallest_preset PASSED [ 78%]
keras_hub/src/models/whisper/whisper_tokenizer_test.py::WhisperTokenizerTest::test_special_tokens PASSED [ 78%]
keras_hub/src/models/whisper/whisper_tokenizer_test.py::WhisperTokenizerTest::test_tokenizer_basics PASSED [ 78%]
keras_hub/src/models/xception/xception_backbone_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 78%]
keras_hub/src/models/xception/xception_backbone_test.py::XceptionBackboneTest::test_all_presets SKIPPED [ 78%]
keras_hub/src/models/xception/xception_backbone_test.py::XceptionBackboneTest::test_backbone_basics PASSED [ 78%]
keras_hub/src/models/xception/xception_backbone_test.py::XceptionBackboneTest::test_saved_model PASSED [ 78%]
keras_hub/src/models/xception/xception_backbone_test.py::XceptionBackboneTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 78%]
keras_hub/src/models/xception/xception_image_classifier_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 78%]
keras_hub/src/models/xception/xception_image_classifier_test.py::XceptionImageClassifierTest::test_all_presets SKIPPED [ 78%]
keras_hub/src/models/xception/xception_image_classifier_test.py::XceptionImageClassifierTest::test_classifier_basics PASSED [ 78%]
keras_hub/src/models/xception/xception_image_classifier_test.py::XceptionImageClassifierTest::test_head_dtype PASSED [ 78%]
keras_hub/src/models/xception/xception_image_classifier_test.py::XceptionImageClassifierTest::test_saved_model PASSED [ 78%]
keras_hub/src/models/xception/xception_image_classifier_test.py::XceptionImageClassifierTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 78%]
keras_hub/src/models/xception/xception_image_classifier_test.py::XceptionImageClassifierTest::test_smallest_preset PASSED [ 78%]
keras_hub/src/models/xlm_roberta/xlm_roberta_backbone_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 78%]
keras_hub/src/models/xlm_roberta/xlm_roberta_backbone_test.py::XLMRobertaBackboneTest::test_all_presets SKIPPED [ 79%]
keras_hub/src/models/xlm_roberta/xlm_roberta_backbone_test.py::XLMRobertaBackboneTest::test_backbone_basics PASSED [ 79%]
keras_hub/src/models/xlm_roberta/xlm_roberta_backbone_test.py::XLMRobertaBackboneTest::test_saved_model PASSED [ 79%]
keras_hub/src/models/xlm_roberta/xlm_roberta_backbone_test.py::XLMRobertaBackboneTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 79%]
keras_hub/src/models/xlm_roberta/xlm_roberta_backbone_test.py::XLMRobertaBackboneTest::test_smallest_preset PASSED [ 79%]
keras_hub/src/models/xlm_roberta/xlm_roberta_masked_lm_preprocessor_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 79%]
keras_hub/src/models/xlm_roberta/xlm_roberta_masked_lm_preprocessor_test.py::XLMRobertaMaskedLMPreprocessorTest::test_all_presets SKIPPED [ 79%]
keras_hub/src/models/xlm_roberta/xlm_roberta_masked_lm_preprocessor_test.py::XLMRobertaMaskedLMPreprocessorTest::test_no_masking_zero_rate PASSED [ 79%]
keras_hub/src/models/xlm_roberta/xlm_roberta_masked_lm_preprocessor_test.py::XLMRobertaMaskedLMPreprocessorTest::test_preprocessor_basics PASSED [ 79%]
keras_hub/src/models/xlm_roberta/xlm_roberta_masked_lm_preprocessor_test.py::XLMRobertaMaskedLMPreprocessorTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 79%]
keras_hub/src/models/xlm_roberta/xlm_roberta_masked_lm_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 79%]
keras_hub/src/models/xlm_roberta/xlm_roberta_masked_lm_test.py::XLMRobertaMaskedLMTest::test_all_presets SKIPPED [ 79%]
keras_hub/src/models/xlm_roberta/xlm_roberta_masked_lm_test.py::XLMRobertaMaskedLMTest::test_masked_lm_basics PASSED [ 79%]
keras_hub/src/models/xlm_roberta/xlm_roberta_masked_lm_test.py::XLMRobertaMaskedLMTest::test_saved_model PASSED [ 79%]
keras_hub/src/models/xlm_roberta/xlm_roberta_masked_lm_test.py::XLMRobertaMaskedLMTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 79%]
keras_hub/src/models/xlm_roberta/xlm_roberta_text_classifier_preprocessor_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 79%]
keras_hub/src/models/xlm_roberta/xlm_roberta_text_classifier_preprocessor_test.py::XLMRobertaTextClassifierPreprocessorTest::test_all_presets SKIPPED [ 79%]
keras_hub/src/models/xlm_roberta/xlm_roberta_text_classifier_preprocessor_test.py::XLMRobertaTextClassifierPreprocessorTest::test_errors_for_2d_list_input PASSED [ 80%]
keras_hub/src/models/xlm_roberta/xlm_roberta_text_classifier_preprocessor_test.py::XLMRobertaTextClassifierPreprocessorTest::test_preprocessor_basics PASSED [ 80%]
keras_hub/src/models/xlm_roberta/xlm_roberta_text_classifier_preprocessor_test.py::XLMRobertaTextClassifierPreprocessorTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 80%]
keras_hub/src/models/xlm_roberta/xlm_roberta_text_classifier_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 80%]
keras_hub/src/models/xlm_roberta/xlm_roberta_text_classifier_test.py::XLMRobertaTextClassifierTest::test_all_presets SKIPPED [ 80%]
keras_hub/src/models/xlm_roberta/xlm_roberta_text_classifier_test.py::XLMRobertaTextClassifierTest::test_classifier_basics PASSED [ 80%]
keras_hub/src/models/xlm_roberta/xlm_roberta_text_classifier_test.py::XLMRobertaTextClassifierTest::test_saved_model PASSED [ 80%]
keras_hub/src/models/xlm_roberta/xlm_roberta_text_classifier_test.py::XLMRobertaTextClassifierTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 80%]
keras_hub/src/models/xlm_roberta/xlm_roberta_tokenizer_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 80%]
keras_hub/src/models/xlm_roberta/xlm_roberta_tokenizer_test.py::XLMRobertaTokenizerTest::test_all_presets SKIPPED [ 80%]
keras_hub/src/models/xlm_roberta/xlm_roberta_tokenizer_test.py::XLMRobertaTokenizerTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 80%]
keras_hub/src/models/xlm_roberta/xlm_roberta_tokenizer_test.py::XLMRobertaTokenizerTest::test_smallest_preset PASSED [ 80%]
keras_hub/src/models/xlm_roberta/xlm_roberta_tokenizer_test.py::XLMRobertaTokenizerTest::test_tokenizer_basics PASSED [ 80%]
keras_hub/src/models/xlnet/xlnet_backbone_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 80%]
keras_hub/src/models/xlnet/xlnet_backbone_test.py::XLNetTest::test_backbone_basics PASSED [ 80%]
keras_hub/src/models/xlnet/xlnet_backbone_test.py::XLNetTest::test_saved_model PASSED [ 80%]
keras_hub/src/models/xlnet/xlnet_backbone_test.py::XLNetTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py PASSED [ 80%]
keras_hub/src/samplers/beam_sampler_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 81%]
keras_hub/src/samplers/beam_sampler_test.py::BeamSamplerTest::test_early_stopping PASSED [ 81%]
keras_hub/src/samplers/beam_sampler_test.py::BeamSamplerTest::test_return_all_beams PASSED [ 81%]
keras_hub/src/samplers/beam_sampler_test.py::BeamSamplerTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 81%]
keras_hub/src/samplers/beam_sampler_test.py::BeamSamplerTest::test_stateful_call PASSED [ 81%]
keras_hub/src/samplers/beam_sampler_test.py::BeamSamplerTest::test_stateless_call PASSED [ 81%]
keras_hub/src/samplers/contrastive_sampler_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 81%]
keras_hub/src/samplers/contrastive_sampler_test.py::ContrastiveSamplerTest::test_alpha_penalty PASSED [ 81%]
keras_hub/src/samplers/contrastive_sampler_test.py::ContrastiveSamplerTest::test_early_stopping PASSED [ 81%]
keras_hub/src/samplers/contrastive_sampler_test.py::ContrastiveSamplerTest::test_outputs_in_top_k PASSED [ 81%]
keras_hub/src/samplers/contrastive_sampler_test.py::ContrastiveSamplerTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 81%]
keras_hub/src/samplers/contrastive_sampler_test.py::ContrastiveSamplerTest::test_stateful_call PASSED [ 81%]
keras_hub/src/samplers/contrastive_sampler_test.py::ContrastiveSamplerTest::test_stateless_call PASSED [ 81%]
keras_hub/src/samplers/greedy_sampler_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 81%]
keras_hub/src/samplers/greedy_sampler_test.py::GreedySamplerTest::test_early_stopping PASSED [ 81%]
keras_hub/src/samplers/greedy_sampler_test.py::GreedySamplerTest::test_is_greedy PASSED [ 81%]
keras_hub/src/samplers/greedy_sampler_test.py::GreedySamplerTest::test_multitoken_early_stopping PASSED [ 81%]
keras_hub/src/samplers/greedy_sampler_test.py::GreedySamplerTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 81%]
keras_hub/src/samplers/greedy_sampler_test.py::GreedySamplerTest::test_stateful_call PASSED [ 82%]
keras_hub/src/samplers/greedy_sampler_test.py::GreedySamplerTest::test_stateless_call PASSED [ 82%]
keras_hub/src/samplers/random_sampler_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 82%]
keras_hub/src/samplers/random_sampler_test.py::RandomSamplerTest::test_early_stopping PASSED [ 82%]
keras_hub/src/samplers/random_sampler_test.py::RandomSamplerTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 82%]
keras_hub/src/samplers/random_sampler_test.py::RandomSamplerTest::test_stateful_call PASSED [ 82%]
keras_hub/src/samplers/random_sampler_test.py::RandomSamplerTest::test_stateless_call PASSED [ 82%]
keras_hub/src/samplers/random_sampler_test.py::RandomSamplerTest::test_temperature PASSED [ 82%]
keras_hub/src/samplers/serialization_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 82%]
keras_hub/src/samplers/serialization_test.py::SerializationTest::test_get PASSED [ 82%]
keras_hub/src/samplers/serialization_test.py::SerializationTest::test_serialization PASSED [ 82%]
keras_hub/src/samplers/serialization_test.py::SerializationTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 82%]
keras_hub/src/samplers/top_k_sampler_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 82%]
keras_hub/src/samplers/top_k_sampler_test.py::TopKSamplerTest::test_early_stopping PASSED [ 82%]
keras_hub/src/samplers/top_k_sampler_test.py::TopKSamplerTest::test_outputs_in_top_k PASSED [ 82%]
keras_hub/src/samplers/top_k_sampler_test.py::TopKSamplerTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 82%]
keras_hub/src/samplers/top_k_sampler_test.py::TopKSamplerTest::test_stateful_call PASSED [ 82%]
keras_hub/src/samplers/top_k_sampler_test.py::TopKSamplerTest::test_stateless_call PASSED [ 83%]
keras_hub/src/samplers/top_p_sampler_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 83%]
keras_hub/src/samplers/top_p_sampler_test.py::TopPSamplerTest::test_early_stopping PASSED [ 83%]
keras_hub/src/samplers/top_p_sampler_test.py::TopPSamplerTest::test_only_sample_from_top_k_tokens PASSED [ 83%]
keras_hub/src/samplers/top_p_sampler_test.py::TopPSamplerTest::test_outputs_in_top_p PASSED [ 83%]
keras_hub/src/samplers/top_p_sampler_test.py::TopPSamplerTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 83%]
keras_hub/src/samplers/top_p_sampler_test.py::TopPSamplerTest::test_stateful_call PASSED [ 83%]
keras_hub/src/samplers/top_p_sampler_test.py::TopPSamplerTest::test_stateless_call PASSED [ 83%]
keras_hub/src/samplers/top_p_sampler_test.py::TopPSamplerTest::test_temperature PASSED [ 83%]
keras_hub/src/tests/doc_tests/docstring_test.py::test_docstrings SKIPPED [ 83%]
keras_hub/src/tests/doc_tests/docstring_test.py::test_fenced_docstrings SKIPPED [ 83%]
keras_hub/src/tests/test_case.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 83%]
keras_hub/src/tokenizers/byte_pair_tokenizer_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 83%]
keras_hub/src/tokenizers/byte_pair_tokenizer_test.py::BytePairTokenizerTest::test_cjk_input PASSED [ 83%]
keras_hub/src/tokenizers/byte_pair_tokenizer_test.py::BytePairTokenizerTest::test_config PASSED [ 83%]
keras_hub/src/tokenizers/byte_pair_tokenizer_test.py::BytePairTokenizerTest::test_detokenize_list_input PASSED [ 83%]
keras_hub/src/tokenizers/byte_pair_tokenizer_test.py::BytePairTokenizerTest::test_detokenize_scalar_input PASSED [ 83%]
keras_hub/src/tokenizers/byte_pair_tokenizer_test.py::BytePairTokenizerTest::test_error_id_out_of_vocabulary PASSED [ 83%]
keras_hub/src/tokenizers/byte_pair_tokenizer_test.py::BytePairTokenizerTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 84%]
keras_hub/src/tokenizers/byte_pair_tokenizer_test.py::BytePairTokenizerTest::test_special_whitespace PASSED [ 84%]
keras_hub/src/tokenizers/byte_pair_tokenizer_test.py::BytePairTokenizerTest::test_tokenize_list_input PASSED [ 84%]
keras_hub/src/tokenizers/byte_pair_tokenizer_test.py::BytePairTokenizerTest::test_tokenize_prefix_space PASSED [ 84%]
keras_hub/src/tokenizers/byte_pair_tokenizer_test.py::BytePairTokenizerTest::test_tokenize_scalar_input PASSED [ 84%]
keras_hub/src/tokenizers/byte_pair_tokenizer_test.py::BytePairTokenizerTest::test_tokenize_string_output PASSED [ 84%]
keras_hub/src/tokenizers/byte_pair_tokenizer_test.py::BytePairTokenizerTest::test_tokenize_with_special_tokens PASSED [ 84%]
keras_hub/src/tokenizers/byte_pair_tokenizer_test.py::BytePairTokenizerTest::test_tokenize_with_tf_data PASSED [ 84%]
keras_hub/src/tokenizers/byte_pair_tokenizer_test.py::BytePairTokenizerTest::test_whitespace_split PASSED [ 84%]
keras_hub/src/tokenizers/byte_tokenizer_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 84%]
keras_hub/src/tokenizers/byte_tokenizer_test.py::ByteTokenizerTest::test_batch_first_tokenize_second PASSED [ 84%]
keras_hub/src/tokenizers/byte_tokenizer_test.py::ByteTokenizerTest::test_batch_first_tokenize_second_with_sequence_length PASSED [ 84%]
keras_hub/src/tokenizers/byte_tokenizer_test.py::ByteTokenizerTest::test_config PASSED [ 84%]
keras_hub/src/tokenizers/byte_tokenizer_test.py::ByteTokenizerTest::test_dense_output PASSED [ 84%]
keras_hub/src/tokenizers/byte_tokenizer_test.py::ByteTokenizerTest::test_detokenize PASSED [ 84%]
keras_hub/src/tokenizers/byte_tokenizer_test.py::ByteTokenizerTest::test_detokenize_ignore_error PASSED [ 84%]
keras_hub/src/tokenizers/byte_tokenizer_test.py::ByteTokenizerTest::test_detokenize_replace_error PASSED [ 84%]
keras_hub/src/tokenizers/byte_tokenizer_test.py::ByteTokenizerTest::test_detokenize_strict_error PASSED [ 85%]
keras_hub/src/tokenizers/byte_tokenizer_test.py::ByteTokenizerTest::test_id_to_token PASSED [ 85%]
keras_hub/src/tokenizers/byte_tokenizer_test.py::ByteTokenizerTest::test_load_model_with_config PASSED [ 85%]
keras_hub/src/tokenizers/byte_tokenizer_test.py::ByteTokenizerTest::test_lowercase PASSED [ 85%]
keras_hub/src/tokenizers/byte_tokenizer_test.py::ByteTokenizerTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 85%]
keras_hub/src/tokenizers/byte_tokenizer_test.py::ByteTokenizerTest::test_skip_lowercase PASSED [ 85%]
keras_hub/src/tokenizers/byte_tokenizer_test.py::ByteTokenizerTest::test_token_to_id PASSED [ 85%]
keras_hub/src/tokenizers/byte_tokenizer_test.py::ByteTokenizerTest::test_tokenize PASSED [ 85%]
keras_hub/src/tokenizers/byte_tokenizer_test.py::ByteTokenizerTest::test_tokenize_first_batch_second PASSED [ 85%]
keras_hub/src/tokenizers/byte_tokenizer_test.py::ByteTokenizerTest::test_tokenize_first_batch_second_with_sequence_length PASSED [ 85%]
keras_hub/src/tokenizers/byte_tokenizer_test.py::ByteTokenizerTest::test_tokenize_scalar PASSED [ 85%]
keras_hub/src/tokenizers/byte_tokenizer_test.py::ByteTokenizerTest::test_vocab_size PASSED [ 85%]
keras_hub/src/tokenizers/sentence_piece_tokenizer_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 85%]
keras_hub/src/tokenizers/sentence_piece_tokenizer_test.py::SentencePieceTokenizerTest::test_accessors PASSED [ 85%]
keras_hub/src/tokenizers/sentence_piece_tokenizer_test.py::SentencePieceTokenizerTest::test_batch_then_tokenize PASSED [ 85%]
keras_hub/src/tokenizers/sentence_piece_tokenizer_test.py::SentencePieceTokenizerTest::test_config PASSED [ 85%]
keras_hub/src/tokenizers/sentence_piece_tokenizer_test.py::SentencePieceTokenizerTest::test_dense_output PASSED [ 85%]
keras_hub/src/tokenizers/sentence_piece_tokenizer_test.py::SentencePieceTokenizerTest::test_detokenize PASSED [ 86%]
keras_hub/src/tokenizers/sentence_piece_tokenizer_test.py::SentencePieceTokenizerTest::test_error_id_out_of_vocabulary PASSED [ 86%]
keras_hub/src/tokenizers/sentence_piece_tokenizer_test.py::SentencePieceTokenizerTest::test_from_bytes PASSED [ 86%]
keras_hub/src/tokenizers/sentence_piece_tokenizer_test.py::SentencePieceTokenizerTest::test_scalar_bos_eos PASSED [ 86%]
keras_hub/src/tokenizers/sentence_piece_tokenizer_test.py::SentencePieceTokenizerTest::test_scalar_tokenize PASSED [ 86%]
keras_hub/src/tokenizers/sentence_piece_tokenizer_test.py::SentencePieceTokenizerTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 86%]
keras_hub/src/tokenizers/sentence_piece_tokenizer_test.py::SentencePieceTokenizerTest::test_string_bos_eos PASSED [ 86%]
keras_hub/src/tokenizers/sentence_piece_tokenizer_test.py::SentencePieceTokenizerTest::test_string_tokenize PASSED [ 86%]
keras_hub/src/tokenizers/sentence_piece_tokenizer_test.py::SentencePieceTokenizerTest::test_tokenize PASSED [ 86%]
keras_hub/src/tokenizers/sentence_piece_tokenizer_test.py::SentencePieceTokenizerTest::test_tokenize_then_batch PASSED [ 86%]
keras_hub/src/tokenizers/sentence_piece_tokenizer_trainer_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 86%]
keras_hub/src/tokenizers/sentence_piece_tokenizer_trainer_test.py::SentencePieceTokenizerTrainerTest::test_dataset_input PASSED [ 86%]
keras_hub/src/tokenizers/sentence_piece_tokenizer_trainer_test.py::SentencePieceTokenizerTrainerTest::test_file_input PASSED [ 86%]
keras_hub/src/tokenizers/sentence_piece_tokenizer_trainer_test.py::SentencePieceTokenizerTrainerTest::test_invalid_input PASSED [ 86%]
keras_hub/src/tokenizers/sentence_piece_tokenizer_trainer_test.py::SentencePieceTokenizerTrainerTest::test_lowercase PASSED [ 86%]
keras_hub/src/tokenizers/sentence_piece_tokenizer_trainer_test.py::SentencePieceTokenizerTrainerTest::test_multiple_file_input PASSED [ 86%]
keras_hub/src/tokenizers/sentence_piece_tokenizer_trainer_test.py::SentencePieceTokenizerTrainerTest::test_proto_output_file PASSED [ 86%]
keras_hub/src/tokenizers/sentence_piece_tokenizer_trainer_test.py::SentencePieceTokenizerTrainerTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 86%]
keras_hub/src/tokenizers/tokenizer_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 87%]
keras_hub/src/tokenizers/tokenizer_test.py::TokenizerTest::test_detokenize PASSED [ 87%]
keras_hub/src/tokenizers/tokenizer_test.py::TokenizerTest::test_from_preset PASSED [ 87%]
keras_hub/src/tokenizers/tokenizer_test.py::TokenizerTest::test_from_preset_errors PASSED [ 87%]
keras_hub/src/tokenizers/tokenizer_test.py::TokenizerTest::test_missing_tokenize_raises PASSED [ 87%]
keras_hub/src/tokenizers/tokenizer_test.py::TokenizerTest::test_preset_accessors PASSED [ 87%]
keras_hub/src/tokenizers/tokenizer_test.py::TokenizerTest::test_save_to_preset0 PASSED [ 87%]
keras_hub/src/tokenizers/tokenizer_test.py::TokenizerTest::test_save_to_preset1 PASSED [ 87%]
keras_hub/src/tokenizers/tokenizer_test.py::TokenizerTest::test_save_to_preset2 PASSED [ 87%]
keras_hub/src/tokenizers/tokenizer_test.py::TokenizerTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 87%]
keras_hub/src/tokenizers/tokenizer_test.py::TokenizerTest::test_tokenize PASSED [ 87%]
keras_hub/src/tokenizers/unicode_codepoint_tokenizer_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 87%]
keras_hub/src/tokenizers/unicode_codepoint_tokenizer_test.py::UnicodeCodepointTokenizerTest::test_batch_first_tokenize_second PASSED [ 87%]
keras_hub/src/tokenizers/unicode_codepoint_tokenizer_test.py::UnicodeCodepointTokenizerTest::test_batch_first_tokenize_second_with_sequence_length PASSED [ 87%]
keras_hub/src/tokenizers/unicode_codepoint_tokenizer_test.py::UnicodeCodepointTokenizerTest::test_config PASSED [ 87%]
keras_hub/src/tokenizers/unicode_codepoint_tokenizer_test.py::UnicodeCodepointTokenizerTest::test_dense_output PASSED [ 87%]
keras_hub/src/tokenizers/unicode_codepoint_tokenizer_test.py::UnicodeCodepointTokenizerTest::test_detokenize PASSED [ 87%]
keras_hub/src/tokenizers/unicode_codepoint_tokenizer_test.py::UnicodeCodepointTokenizerTest::test_detokenize_ignore_error PASSED [ 88%]
keras_hub/src/tokenizers/unicode_codepoint_tokenizer_test.py::UnicodeCodepointTokenizerTest::test_detokenize_replace_error PASSED [ 88%]
keras_hub/src/tokenizers/unicode_codepoint_tokenizer_test.py::UnicodeCodepointTokenizerTest::test_detokenize_strict_error PASSED [ 88%]
keras_hub/src/tokenizers/unicode_codepoint_tokenizer_test.py::UnicodeCodepointTokenizerTest::test_id_to_token PASSED [ 88%]
keras_hub/src/tokenizers/unicode_codepoint_tokenizer_test.py::UnicodeCodepointTokenizerTest::test_load_model_with_config PASSED [ 88%]
keras_hub/src/tokenizers/unicode_codepoint_tokenizer_test.py::UnicodeCodepointTokenizerTest::test_lowercase PASSED [ 88%]
keras_hub/src/tokenizers/unicode_codepoint_tokenizer_test.py::UnicodeCodepointTokenizerTest::test_normalization_without_UTF8_valueerror PASSED [ 88%]
keras_hub/src/tokenizers/unicode_codepoint_tokenizer_test.py::UnicodeCodepointTokenizerTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 88%]
keras_hub/src/tokenizers/unicode_codepoint_tokenizer_test.py::UnicodeCodepointTokenizerTest::test_skip_lowercase PASSED [ 88%]
keras_hub/src/tokenizers/unicode_codepoint_tokenizer_test.py::UnicodeCodepointTokenizerTest::test_token_to_id PASSED [ 88%]
keras_hub/src/tokenizers/unicode_codepoint_tokenizer_test.py::UnicodeCodepointTokenizerTest::test_tokenize PASSED [ 88%]
keras_hub/src/tokenizers/unicode_codepoint_tokenizer_test.py::UnicodeCodepointTokenizerTest::test_tokenize_dense_with_vocabulary_size PASSED [ 88%]
keras_hub/src/tokenizers/unicode_codepoint_tokenizer_test.py::UnicodeCodepointTokenizerTest::test_tokenize_first_batch_second PASSED [ 88%]
keras_hub/src/tokenizers/unicode_codepoint_tokenizer_test.py::UnicodeCodepointTokenizerTest::test_tokenize_first_batch_second_with_sequence_length PASSED [ 88%]
keras_hub/src/tokenizers/unicode_codepoint_tokenizer_test.py::UnicodeCodepointTokenizerTest::test_tokenize_ragged_with_vocabulary_size PASSED [ 88%]
keras_hub/src/tokenizers/unicode_codepoint_tokenizer_test.py::UnicodeCodepointTokenizerTest::test_tokenize_scalar PASSED [ 88%]
keras_hub/src/tokenizers/unicode_codepoint_tokenizer_test.py::UnicodeCodepointTokenizerTest::test_tokenize_scalar_with_vocabulary_size PASSED [ 88%]
keras_hub/src/tokenizers/word_piece_tokenizer_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 89%]
keras_hub/src/tokenizers/word_piece_tokenizer_test.py::WordPieceTokenizerTest::test_accessors PASSED [ 89%]
keras_hub/src/tokenizers/word_piece_tokenizer_test.py::WordPieceTokenizerTest::test_batching_ragged_tensors PASSED [ 89%]
keras_hub/src/tokenizers/word_piece_tokenizer_test.py::WordPieceTokenizerTest::test_cjk_tokens PASSED [ 89%]
keras_hub/src/tokenizers/word_piece_tokenizer_test.py::WordPieceTokenizerTest::test_config PASSED [ 89%]
keras_hub/src/tokenizers/word_piece_tokenizer_test.py::WordPieceTokenizerTest::test_config_with_special_tokens PASSED [ 89%]
keras_hub/src/tokenizers/word_piece_tokenizer_test.py::WordPieceTokenizerTest::test_dense_output PASSED [ 89%]
keras_hub/src/tokenizers/word_piece_tokenizer_test.py::WordPieceTokenizerTest::test_detokenize PASSED [ 89%]
keras_hub/src/tokenizers/word_piece_tokenizer_test.py::WordPieceTokenizerTest::test_error_id_out_of_vocabulary PASSED [ 89%]
keras_hub/src/tokenizers/word_piece_tokenizer_test.py::WordPieceTokenizerTest::test_from_file PASSED [ 89%]
keras_hub/src/tokenizers/word_piece_tokenizer_test.py::WordPieceTokenizerTest::test_lowercase PASSED [ 89%]
keras_hub/src/tokenizers/word_piece_tokenizer_test.py::WordPieceTokenizerTest::test_no_oov_token_in_vocabulary PASSED [ 89%]
keras_hub/src/tokenizers/word_piece_tokenizer_test.py::WordPieceTokenizerTest::test_no_splitting PASSED [ 89%]
keras_hub/src/tokenizers/word_piece_tokenizer_test.py::WordPieceTokenizerTest::test_no_splitting_with_special_tokens PASSED [ 89%]
keras_hub/src/tokenizers/word_piece_tokenizer_test.py::WordPieceTokenizerTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 89%]
keras_hub/src/tokenizers/word_piece_tokenizer_test.py::WordPieceTokenizerTest::test_skip_lowercase PASSED [ 89%]
keras_hub/src/tokenizers/word_piece_tokenizer_test.py::WordPieceTokenizerTest::test_skip_strip_accents PASSED [ 89%]
keras_hub/src/tokenizers/word_piece_tokenizer_test.py::WordPieceTokenizerTest::test_special_tokens_int_dtype PASSED [ 89%]
keras_hub/src/tokenizers/word_piece_tokenizer_test.py::WordPieceTokenizerTest::test_special_tokens_string_dtype PASSED [ 90%]
keras_hub/src/tokenizers/word_piece_tokenizer_test.py::WordPieceTokenizerTest::test_special_tokens_with_lowecase PASSED [ 90%]
keras_hub/src/tokenizers/word_piece_tokenizer_test.py::WordPieceTokenizerTest::test_string_tokenize PASSED [ 90%]
keras_hub/src/tokenizers/word_piece_tokenizer_test.py::WordPieceTokenizerTest::test_strip_accents PASSED [ 90%]
keras_hub/src/tokenizers/word_piece_tokenizer_test.py::WordPieceTokenizerTest::test_tokenize PASSED [ 90%]
keras_hub/src/tokenizers/word_piece_tokenizer_test.py::WordPieceTokenizerTest::test_word_piece_only PASSED [ 90%]
keras_hub/src/tokenizers/word_piece_tokenizer_trainer_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 90%]
keras_hub/src/tokenizers/word_piece_tokenizer_trainer_test.py::WordPieceTokenizerTrainerTest::test_dataset_input PASSED [ 90%]
keras_hub/src/tokenizers/word_piece_tokenizer_trainer_test.py::WordPieceTokenizerTrainerTest::test_filenames_input PASSED [ 90%]
keras_hub/src/tokenizers/word_piece_tokenizer_trainer_test.py::WordPieceTokenizerTrainerTest::test_filenames_without_split PASSED [ 90%]
keras_hub/src/tokenizers/word_piece_tokenizer_trainer_test.py::WordPieceTokenizerTrainerTest::test_invalid_input PASSED [ 90%]
keras_hub/src/tokenizers/word_piece_tokenizer_trainer_test.py::WordPieceTokenizerTrainerTest::test_lowercase PASSED [ 90%]
keras_hub/src/tokenizers/word_piece_tokenizer_trainer_test.py::WordPieceTokenizerTrainerTest::test_output_file PASSED [ 90%]
keras_hub/src/tokenizers/word_piece_tokenizer_trainer_test.py::WordPieceTokenizerTrainerTest::test_reserved_tokens PASSED [ 90%]
keras_hub/src/tokenizers/word_piece_tokenizer_trainer_test.py::WordPieceTokenizerTrainerTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 90%]
keras_hub/src/tokenizers/word_piece_tokenizer_trainer_test.py::WordPieceTokenizerTrainerTest::test_skip_lowercase PASSED [ 90%]
keras_hub/src/tokenizers/word_piece_tokenizer_trainer_test.py::WordPieceTokenizerTrainerTest::test_skip_split PASSED [ 90%]
keras_hub/src/tokenizers/word_piece_tokenizer_trainer_test.py::WordPieceTokenizerTrainerTest::test_skip_strip_accents PASSED [ 91%]
keras_hub/src/tokenizers/word_piece_tokenizer_trainer_test.py::WordPieceTokenizerTrainerTest::test_split PASSED [ 91%]
keras_hub/src/tokenizers/word_piece_tokenizer_trainer_test.py::WordPieceTokenizerTrainerTest::test_split_on_cjk PASSED [ 91%]
keras_hub/src/tokenizers/word_piece_tokenizer_trainer_test.py::WordPieceTokenizerTrainerTest::test_strip_accents PASSED [ 91%]
keras_hub/src/tokenizers/word_piece_tokenizer_trainer_test.py::WordPieceTokenizerTrainerTest::test_suffix_indicator PASSED [ 91%]
keras_hub/src/utils/coco/coco_utils_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 91%]
keras_hub/src/utils/coco/coco_utils_test.py::CocoUtilsTest::test_coco_id_to_name PASSED [ 91%]
keras_hub/src/utils/coco/coco_utils_test.py::CocoUtilsTest::test_coco_name_to_id PASSED [ 91%]
keras_hub/src/utils/coco/coco_utils_test.py::CocoUtilsTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 91%]
keras_hub/src/utils/imagenet/imagenet_utils_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 91%]
keras_hub/src/utils/imagenet/imagenet_utils_test.py::ImageNetUtilsTest::test_decode_imagenet_predictions PASSED [ 91%]
keras_hub/src/utils/imagenet/imagenet_utils_test.py::ImageNetUtilsTest::test_imagenet_id_to_name PASSED [ 91%]
keras_hub/src/utils/imagenet/imagenet_utils_test.py::ImageNetUtilsTest::test_imagenet_name_to_id PASSED [ 91%]
keras_hub/src/utils/imagenet/imagenet_utils_test.py::ImageNetUtilsTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 91%]
keras_hub/src/utils/keras_utils_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 91%]
keras_hub/src/utils/keras_utils_test.py::CloneInitializerTest::test_config_equality PASSED [ 91%]
keras_hub/src/utils/keras_utils_test.py::CloneInitializerTest::test_random_output PASSED [ 91%]
keras_hub/src/utils/keras_utils_test.py::CloneInitializerTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 91%]
keras_hub/src/utils/keras_utils_test.py::CloneInitializerTest::test_strings PASSED [ 92%]
keras_hub/src/utils/pipeline_model_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 92%]
keras_hub/src/utils/pipeline_model_test.py::TestNoopPipelineModel::test_evaluate PASSED [ 92%]
keras_hub/src/utils/pipeline_model_test.py::TestNoopPipelineModel::test_fit PASSED [ 92%]
keras_hub/src/utils/pipeline_model_test.py::TestNoopPipelineModel::test_on_batch PASSED [ 92%]
keras_hub/src/utils/pipeline_model_test.py::TestNoopPipelineModel::test_predict PASSED [ 92%]
keras_hub/src/utils/pipeline_model_test.py::TestNoopPipelineModel::test_saved_model PASSED [ 92%]
keras_hub/src/utils/pipeline_model_test.py::TestNoopPipelineModel::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 92%]
keras_hub/src/utils/pipeline_model_test.py::TestFeaturePreprocessingModel::test_evaluate_with_preprocessing PASSED [ 92%]
keras_hub/src/utils/pipeline_model_test.py::TestFeaturePreprocessingModel::test_fit_with_preprocessing PASSED [ 92%]
keras_hub/src/utils/pipeline_model_test.py::TestFeaturePreprocessingModel::test_on_batch PASSED [ 92%]
keras_hub/src/utils/pipeline_model_test.py::TestFeaturePreprocessingModel::test_predict_with_preprocessing PASSED [ 92%]
keras_hub/src/utils/pipeline_model_test.py::TestFeaturePreprocessingModel::test_saved_model PASSED [ 92%]
keras_hub/src/utils/pipeline_model_test.py::TestFeaturePreprocessingModel::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 92%]
keras_hub/src/utils/pipeline_model_test.py::TestLabelPreprocessingModel::test_evaluate_with_preprocessing PASSED [ 92%]
keras_hub/src/utils/pipeline_model_test.py::TestLabelPreprocessingModel::test_fit_with_preprocessing PASSED [ 92%]
keras_hub/src/utils/pipeline_model_test.py::TestLabelPreprocessingModel::test_on_batch PASSED [ 92%]
keras_hub/src/utils/pipeline_model_test.py::TestLabelPreprocessingModel::test_predict_with_preprocessing PASSED [ 93%]
keras_hub/src/utils/pipeline_model_test.py::TestLabelPreprocessingModel::test_saved_model PASSED [ 93%]
keras_hub/src/utils/pipeline_model_test.py::TestLabelPreprocessingModel::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 93%]
keras_hub/src/utils/pipeline_model_test.py::TestDataPreprocessingModel::test_evaluate_with_preprocessing PASSED [ 93%]
keras_hub/src/utils/pipeline_model_test.py::TestDataPreprocessingModel::test_fit_with_preprocessing PASSED [ 93%]
keras_hub/src/utils/pipeline_model_test.py::TestDataPreprocessingModel::test_on_batch PASSED [ 93%]
keras_hub/src/utils/pipeline_model_test.py::TestDataPreprocessingModel::test_predict_with_preprocessing PASSED [ 93%]
keras_hub/src/utils/pipeline_model_test.py::TestDataPreprocessingModel::test_saved_model PASSED [ 93%]
keras_hub/src/utils/pipeline_model_test.py::TestDataPreprocessingModel::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 93%]
keras_hub/src/utils/pipeline_model_test.py::TestFunctional::test_fit PASSED [ 93%]
keras_hub/src/utils/pipeline_model_test.py::TestFunctional::test_saved_model PASSED [ 93%]
keras_hub/src/utils/pipeline_model_test.py::TestFunctional::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 93%]
keras_hub/src/utils/pipeline_model_test.py::TestFitArguments::test_error_dataset_and_invalid_arguments PASSED [ 93%]
keras_hub/src/utils/pipeline_model_test.py::TestFitArguments::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 93%]
keras_hub/src/utils/pipeline_model_test.py::TestFitArguments::test_validation_data PASSED [ 93%]
keras_hub/src/utils/pipeline_model_test.py::TestFitArguments::test_validation_split PASSED [ 93%]
keras_hub/src/utils/pipeline_model_test.py::TestInputErrors::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 93%]
keras_hub/src/utils/pipeline_model_test.py::TestInputErrors::test_unbatched_input_raises PASSED [ 94%]
keras_hub/src/utils/preset_utils_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 94%]
keras_hub/src/utils/preset_utils_test.py::PresetUtilsTest::test_preset_errors PASSED [ 94%]
keras_hub/src/utils/preset_utils_test.py::PresetUtilsTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 94%]
keras_hub/src/utils/preset_utils_test.py::PresetUtilsTest::test_sharded_weights SKIPPED [ 94%]
keras_hub/src/utils/preset_utils_test.py::PresetUtilsTest::test_tf_file_io PASSED [ 94%]
keras_hub/src/utils/preset_utils_test.py::PresetUtilsTest::test_upload_empty_preset PASSED [ 94%]
keras_hub/src/utils/preset_utils_test.py::PresetUtilsTest::test_upload_with_invalid_json PASSED [ 94%]
keras_hub/src/utils/preset_utils_test.py::PresetUtilsTest::test_upload_with_missing_file0 PASSED [ 94%]
keras_hub/src/utils/preset_utils_test.py::PresetUtilsTest::test_upload_with_missing_file1 PASSED [ 94%]
keras_hub/src/utils/python_utils_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 94%]
keras_hub/src/utils/python_utils_test.py::ClassPropertyTest::test_class_property PASSED [ 94%]
keras_hub/src/utils/python_utils_test.py::ClassPropertyTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 94%]
keras_hub/src/utils/tensor_utils_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 94%]
keras_hub/src/utils/tensor_utils_test.py::ConvertHelpers::test_basics PASSED [ 94%]
keras_hub/src/utils/tensor_utils_test.py::ConvertHelpers::test_bytestrings PASSED [ 94%]
keras_hub/src/utils/tensor_utils_test.py::ConvertHelpers::test_composite PASSED [ 94%]
keras_hub/src/utils/tensor_utils_test.py::ConvertHelpers::test_placement PASSED [ 94%]
keras_hub/src/utils/tensor_utils_test.py::ConvertHelpers::test_ragged PASSED [ 95%]
keras_hub/src/utils/tensor_utils_test.py::ConvertHelpers::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 95%]
keras_hub/src/utils/tensor_utils_test.py::ConvertHelpers::test_strings PASSED [ 95%]
keras_hub/src/utils/tensor_utils_test.py::TensorToListTest::test_dense_input PASSED [ 95%]
keras_hub/src/utils/tensor_utils_test.py::TensorToListTest::test_dense_strings PASSED [ 95%]
keras_hub/src/utils/tensor_utils_test.py::TensorToListTest::test_ragged_input PASSED [ 95%]
keras_hub/src/utils/tensor_utils_test.py::TensorToListTest::test_ragged_strings PASSED [ 95%]
keras_hub/src/utils/tensor_utils_test.py::TensorToListTest::test_scalar_input PASSED [ 95%]
keras_hub/src/utils/tensor_utils_test.py::TensorToListTest::test_scalar_string PASSED [ 95%]
keras_hub/src/utils/tensor_utils_test.py::TensorToListTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 95%]
keras_hub/src/utils/tensor_utils_test.py::TensorToListTest::test_string_with_utf8_error PASSED [ 95%]
keras_hub/src/utils/tensor_utils_test.py::ConvertToRaggedBatch::test_convert_1d_tensor PASSED [ 95%]
keras_hub/src/utils/tensor_utils_test.py::ConvertToRaggedBatch::test_convert_2d_tensor PASSED [ 95%]
keras_hub/src/utils/tensor_utils_test.py::ConvertToRaggedBatch::test_convert_ragged PASSED [ 95%]
keras_hub/src/utils/tensor_utils_test.py::ConvertToRaggedBatch::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 95%]
keras_hub/src/utils/tensor_utils_test.py::MaskedAnyEqualTest::test_basic_equality PASSED [ 95%]
keras_hub/src/utils/tensor_utils_test.py::MaskedAnyEqualTest::test_input_shaped_values PASSED [ 95%]
keras_hub/src/utils/tensor_utils_test.py::MaskedAnyEqualTest::test_multiple_values PASSED [ 96%]
keras_hub/src/utils/tensor_utils_test.py::MaskedAnyEqualTest::test_padding_mask PASSED [ 96%]
keras_hub/src/utils/tensor_utils_test.py::MaskedAnyEqualTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 96%]
keras_hub/src/utils/tensor_utils_test.py::TargetGatherTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 96%]
keras_hub/src/utils/tensor_utils_test.py::TargetGatherTest::test_target_gather_boxes_batched PASSED [ 96%]
keras_hub/src/utils/tensor_utils_test.py::TargetGatherTest::test_target_gather_boxes_unbatched PASSED [ 96%]
keras_hub/src/utils/tensor_utils_test.py::TargetGatherTest::test_target_gather_classes_batched PASSED [ 96%]
keras_hub/src/utils/tensor_utils_test.py::TargetGatherTest::test_target_gather_classes_batched_with_mask PASSED [ 96%]
keras_hub/src/utils/tensor_utils_test.py::TargetGatherTest::test_target_gather_classes_batched_with_mask_val PASSED [ 96%]
keras_hub/src/utils/tensor_utils_test.py::TargetGatherTest::test_target_gather_classes_multi_batch PASSED [ 96%]
keras_hub/src/utils/tensor_utils_test.py::TargetGatherTest::test_target_gather_classes_unbatched PASSED [ 96%]
keras_hub/src/utils/tensor_utils_test.py::TargetGatherTest::test_target_gather_classes_unbatched_with_mask PASSED [ 96%]
keras_hub/src/utils/tensor_utils_test.py::TargetGatherTest::test_target_gather_invalid_rank PASSED [ 96%]
keras_hub/src/utils/tensor_utils_test.py::TargetGatherTest::test_target_gather_with_empty_targets PASSED [ 96%]
keras_hub/src/utils/timm/convert_cspnet_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 96%]
keras_hub/src/utils/timm/convert_cspnet_test.py::TimmCSPNetBackboneTest::test_convert_cspnet_backbone PASSED [ 96%]
keras_hub/src/utils/timm/convert_cspnet_test.py::TimmCSPNetBackboneTest::test_convert_cspnet_classifier PASSED [ 96%]
keras_hub/src/utils/timm/convert_cspnet_test.py::TimmCSPNetBackboneTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 97%]
keras_hub/src/utils/timm/convert_densenet_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 97%]
keras_hub/src/utils/timm/convert_densenet_test.py::TimmDenseNetBackboneTest::test_convert_densenet_backbone PASSED [ 97%]
keras_hub/src/utils/timm/convert_densenet_test.py::TimmDenseNetBackboneTest::test_convert_densenet_classifier PASSED [ 97%]
keras_hub/src/utils/timm/convert_densenet_test.py::TimmDenseNetBackboneTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 97%]
keras_hub/src/utils/timm/convert_efficientnet_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 97%]
keras_hub/src/utils/timm/convert_efficientnet_test.py::TimmEfficientNetBackboneTest::test_convert_efficientnet_backbone PASSED [ 97%]
keras_hub/src/utils/timm/convert_efficientnet_test.py::TimmEfficientNetBackboneTest::test_convert_efficientnet_classifier PASSED [ 97%]
keras_hub/src/utils/timm/convert_efficientnet_test.py::TimmEfficientNetBackboneTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 97%]
keras_hub/src/utils/timm/convert_mobilenet_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 97%]
keras_hub/src/utils/timm/convert_mobilenet_test.py::TimmMobileNetBackboneTest::test_convert_mobilenet_backbone PASSED [ 97%]
keras_hub/src/utils/timm/convert_mobilenet_test.py::TimmMobileNetBackboneTest::test_convert_mobilenet_classifier PASSED [ 97%]
keras_hub/src/utils/timm/convert_mobilenet_test.py::TimmMobileNetBackboneTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 97%]
keras_hub/src/utils/timm/convert_resnet_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 97%]
keras_hub/src/utils/timm/convert_resnet_test.py::TimmResNetBackboneTest::test_convert_resnet_backbone PASSED [ 97%]
keras_hub/src/utils/timm/convert_resnet_test.py::TimmResNetBackboneTest::test_convert_resnet_classifier PASSED [ 97%]
keras_hub/src/utils/timm/convert_resnet_test.py::TimmResNetBackboneTest::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 97%]
keras_hub/src/utils/transformers/convert_albert_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 97%]
keras_hub/src/utils/transformers/convert_albert_test.py::TestTask::test_class_detection PASSED [ 98%]
keras_hub/src/utils/transformers/convert_albert_test.py::TestTask::test_convert_tiny_preset PASSED [ 98%]
keras_hub/src/utils/transformers/convert_albert_test.py::TestTask::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 98%]
keras_hub/src/utils/transformers/convert_bart_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 98%]
keras_hub/src/utils/transformers/convert_bart_test.py::TestTask::test_class_detection PASSED [ 98%]
keras_hub/src/utils/transformers/convert_bart_test.py::TestTask::test_convert_tiny_preset PASSED [ 98%]
keras_hub/src/utils/transformers/convert_bart_test.py::TestTask::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 98%]
keras_hub/src/utils/transformers/convert_bert_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 98%]
keras_hub/src/utils/transformers/convert_bert_test.py::TestTask::test_class_detection PASSED [ 98%]
keras_hub/src/utils/transformers/convert_bert_test.py::TestTask::test_convert_tiny_preset PASSED [ 98%]
keras_hub/src/utils/transformers/convert_bert_test.py::TestTask::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 98%]
keras_hub/src/utils/transformers/convert_distilbert_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 98%]
keras_hub/src/utils/transformers/convert_distilbert_test.py::TestTask::test_class_detection PASSED [ 98%]
keras_hub/src/utils/transformers/convert_distilbert_test.py::TestTask::test_convert_tiny_preset PASSED [ 98%]
keras_hub/src/utils/transformers/convert_distilbert_test.py::TestTask::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 98%]
keras_hub/src/utils/transformers/convert_gemma_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 98%]
keras_hub/src/utils/transformers/convert_gemma_test.py::TestTask::test_class_detection PASSED [ 98%]
keras_hub/src/utils/transformers/convert_gemma_test.py::TestTask::test_convert_tiny_preset PASSED [ 99%]
keras_hub/src/utils/transformers/convert_gemma_test.py::TestTask::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 99%]
keras_hub/src/utils/transformers/convert_gpt2_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 99%]
keras_hub/src/utils/transformers/convert_gpt2_test.py::TestTask::test_class_detection PASSED [ 99%]
keras_hub/src/utils/transformers/convert_gpt2_test.py::TestTask::test_convert_tiny_preset PASSED [ 99%]
keras_hub/src/utils/transformers/convert_gpt2_test.py::TestTask::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 99%]
keras_hub/src/utils/transformers/convert_llama3_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 99%]
keras_hub/src/utils/transformers/convert_llama3_test.py::TestTask::test_class_detection PASSED [ 99%]
keras_hub/src/utils/transformers/convert_llama3_test.py::TestTask::test_convert_tiny_preset PASSED [ 99%]
keras_hub/src/utils/transformers/convert_llama3_test.py::TestTask::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 99%]
keras_hub/src/utils/transformers/convert_mistral_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 99%]
keras_hub/src/utils/transformers/convert_mistral_test.py::TestTask::test_class_detection PASSED [ 99%]
keras_hub/src/utils/transformers/convert_mistral_test.py::TestTask::test_convert_tiny_preset PASSED [ 99%]
keras_hub/src/utils/transformers/convert_mistral_test.py::TestTask::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 99%]
keras_hub/src/utils/transformers/convert_pali_gemma_test.py::TestCase::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [ 99%]
keras_hub/src/utils/transformers/convert_pali_gemma_test.py::TestTask::test_class_detection PASSED [ 99%]
keras_hub/src/utils/transformers/convert_pali_gemma_test.py::TestTask::test_convert_tiny_preset PASSED [ 99%]
keras_hub/src/utils/transformers/convert_pali_gemma_test.py::TestTask::test_session <- ../../../venv/lib/python3.10/site-packages/tensorflow/python/framework/test_util.py SKIPPED [100%]/tmpfs/venv/lib/python3.10/site-packages/coverage/inorout.py:509: CoverageWarning: Module keras-hub was never imported. (module-not-imported)
self.warn(f"Module {pkg} was never imported.", slug="module-not-imported")
/tmpfs/venv/lib/python3.10/site-packages/coverage/control.py:915: CoverageWarning: No data was collected. (no-data-collected)
self._warn("No data was collected.", slug="no-data-collected")
/tmpfs/venv/lib/python3.10/site-packages/pytest_cov/plugin.py:336: CovReportWarning: Failed to generate report: No data to report.

warnings.warn(CovReportWarning(message), stacklevel=1)

WARNING: Failed to generate report: No data to report.



=================================== FAILURES ===================================
_________________ GemmaCausalLMTest.test_flash_attention_call __________________

self =

def test_flash_attention_call(self):
if (
keras.config.backend() != "jax"
or not fused_attention_op_available()
):
self.skipTest("`flash_attention` testing requires the Jax backend.")

with patch("keras.src.backend.nn.dot_product_attention") as mock_func:
causal_lm = GemmaCausalLM(**self.init_kwargs)
causal_lm.generate("the quick brown fox")
if running_on_gpu():
> mock_func.assert_called()

keras_hub/src/models/gemma/gemma_causal_lm_test.py:111:
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _

self =

def assert_called(self):
"""assert that the mock was called at least once
"""
if self.call_count == 0:
msg = ("Expected '%s' to have been called." %
(self._mock_name or 'mock'))
> raise AssertionError(msg)
E AssertionError: Expected 'dot_product_attention' to have been called.

/usr/lib/python3.10/unittest/mock.py:898: AssertionError
______________ Gemma3CausalLMTest.test_text_flash_attention_call _______________

self =

def test_text_flash_attention_call(self):
if (
keras.config.backend() != "jax"
or not fused_attention_op_available()
):
self.skipTest("`flash_attention` testing requires the JAX backend.")

with patch("keras.src.backend.nn.dot_product_attention") as mock_func:
causal_lm = Gemma3CausalLM(**self.text_init_kwargs)
causal_lm.generate("the quick brown fox")
if running_on_gpu():
> mock_func.assert_called()

keras_hub/src/models/gemma3/gemma3_causal_lm_test.py:155:
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _

self =

def assert_called(self):
"""assert that the mock was called at least once
"""
if self.call_count == 0:
msg = ("Expected '%s' to have been called." %
(self._mock_name or 'mock'))
> raise AssertionError(msg)
E AssertionError: Expected 'dot_product_attention' to have been called.

/usr/lib/python3.10/unittest/mock.py:898: AssertionError
___________________ MixtralBackboneTest.test_backbone_basics ___________________

self =

def test_backbone_basics(self):
> self.run_backbone_test(
cls=MixtralBackbone,
init_kwargs=self.init_kwargs,
input_data=self.input_data,
expected_output_shape=(2, 5, 16),
run_quantization_check=False,
)

keras_hub/src/models/mixtral/mixtral_backbone_test.py:27:
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _
keras_hub/src/tests/test_case.py:452: in run_backbone_test
output = backbone(input_data)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/utils/traceback_utils.py:113: in error_handler
return fn(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/layers/layer.py:910: in __call__
outputs = super().__call__(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/utils/traceback_utils.py:113: in error_handler
return fn(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/ops/operation.py:76: in __call__
return self.call(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/models/functional.py:183: in call
outputs = self._run_through_graph(
/tmpfs/venv/lib/python3.10/site-packages/keras/src/ops/function.py:171: in _run_through_graph
outputs = op(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/models/functional.py:643: in call
return operation(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/utils/traceback_utils.py:113: in error_handler
return fn(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/layers/layer.py:910: in __call__
outputs = super().__call__(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/utils/traceback_utils.py:113: in error_handler
return fn(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/ops/operation.py:76: in __call__
return self.call(*args, **kwargs)
keras_hub/src/models/mixtral/mixtral_decoder.py:393: in call
x = self._self_attention_layer(
/tmpfs/venv/lib/python3.10/site-packages/keras/src/utils/traceback_utils.py:113: in error_handler
return fn(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/layers/layer.py:910: in __call__
outputs = super().__call__(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/utils/traceback_utils.py:113: in error_handler
return fn(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/ops/operation.py:76: in __call__
return self.call(*args, **kwargs)
keras_hub/src/models/mixtral/mixtral_attention.py:174: in call
attention_output = self._compute_attention(
keras_hub/src/models/mixtral/mixtral_attention.py:213: in _compute_attention
if self._use_fused_attention_op():
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _

self =

def _use_fused_attention_op(self):
if not fused_attention_op_available():
return False
> if self.dropout > 0.0:
E AttributeError: 'CachedMixtralAttention' object has no attribute 'dropout'. Did you mean: '_dropout'?

keras_hub/src/models/mixtral/mixtral_attention.py:198: AttributeError
_____________________ MixtralBackboneTest.test_saved_model _____________________

self =

@pytest.mark.large
def test_saved_model(self):
> self.run_model_saving_test(
cls=MixtralBackbone,
init_kwargs=self.init_kwargs,
input_data=self.input_data,
)

keras_hub/src/models/mixtral/mixtral_backbone_test.py:37:
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _
keras_hub/src/tests/test_case.py:424: in run_model_saving_test
model_output = model(input_data)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/utils/traceback_utils.py:113: in error_handler
return fn(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/layers/layer.py:910: in __call__
outputs = super().__call__(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/utils/traceback_utils.py:113: in error_handler
return fn(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/ops/operation.py:76: in __call__
return self.call(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/models/functional.py:183: in call
outputs = self._run_through_graph(
/tmpfs/venv/lib/python3.10/site-packages/keras/src/ops/function.py:171: in _run_through_graph
outputs = op(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/models/functional.py:643: in call
return operation(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/utils/traceback_utils.py:113: in error_handler
return fn(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/layers/layer.py:910: in __call__
outputs = super().__call__(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/utils/traceback_utils.py:113: in error_handler
return fn(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/ops/operation.py:76: in __call__
return self.call(*args, **kwargs)
keras_hub/src/models/mixtral/mixtral_decoder.py:393: in call
x = self._self_attention_layer(
/tmpfs/venv/lib/python3.10/site-packages/keras/src/utils/traceback_utils.py:113: in error_handler
return fn(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/layers/layer.py:910: in __call__
outputs = super().__call__(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/utils/traceback_utils.py:113: in error_handler
return fn(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/ops/operation.py:76: in __call__
return self.call(*args, **kwargs)
keras_hub/src/models/mixtral/mixtral_attention.py:174: in call
attention_output = self._compute_attention(
keras_hub/src/models/mixtral/mixtral_attention.py:213: in _compute_attention
if self._use_fused_attention_op():
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _

self =

def _use_fused_attention_op(self):
if not fused_attention_op_available():
return False
> if self.dropout > 0.0:
E AttributeError: 'CachedMixtralAttention' object has no attribute 'dropout'. Did you mean: '_dropout'?

keras_hub/src/models/mixtral/mixtral_attention.py:198: AttributeError
__________________ MixtralCausalLMTest.test_causal_lm_basics ___________________
jax.errors.SimplifiedTraceback: For simplicity, JAX has removed its internal frames from the traceback of the following exception. Set JAX_TRACEBACK_FILTERING=off to include these.

The above exception was the direct cause of the following exception:

self =

def test_causal_lm_basics(self):
> self.run_task_test(
cls=MixtralCausalLM,
init_kwargs=self.init_kwargs,
train_data=self.train_data,
expected_output_shape=(2, 8, 10),
)

keras_hub/src/models/mixtral/mixtral_causal_lm_test.py:44:
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _
keras_hub/src/tests/test_case.py:610: in run_task_test
output = task.predict(x)
keras_hub/src/utils/pipeline_model.py:220: in predict
return super().predict(
/tmpfs/venv/lib/python3.10/site-packages/keras/src/utils/traceback_utils.py:113: in error_handler
return fn(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/backend/jax/trainer.py:681: in predict
batch_outputs, state = self.predict_function(state, iterator)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/backend/jax/trainer.py:318: in step_function
outputs, state = _step_function(state, iterator)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/backend/jax/trainer.py:266: in iterator_step
return step_function(state, next(iterator))
/tmpfs/venv/lib/python3.10/site-packages/keras/src/backend/jax/trainer.py:307: in predict_step
outputs, non_trainable_variables = self.predict_step(state, data)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/backend/jax/trainer.py:203: in predict_step
outputs, non_trainable_variables = self.stateless_call(
/tmpfs/venv/lib/python3.10/site-packages/keras/src/utils/traceback_utils.py:113: in error_handler
return fn(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/layers/layer.py:1055: in stateless_call
outputs = self.call(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/models/functional.py:183: in call
outputs = self._run_through_graph(
/tmpfs/venv/lib/python3.10/site-packages/keras/src/ops/function.py:171: in _run_through_graph
outputs = op(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/models/functional.py:643: in call
return operation(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/utils/traceback_utils.py:113: in error_handler
return fn(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/layers/layer.py:910: in __call__
outputs = super().__call__(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/utils/traceback_utils.py:113: in error_handler
return fn(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/ops/operation.py:76: in __call__
return self.call(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/models/functional.py:183: in call
outputs = self._run_through_graph(
/tmpfs/venv/lib/python3.10/site-packages/keras/src/ops/function.py:171: in _run_through_graph
outputs = op(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/models/functional.py:643: in call
return operation(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/utils/traceback_utils.py:113: in error_handler
return fn(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/layers/layer.py:910: in __call__
outputs = super().__call__(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/utils/traceback_utils.py:113: in error_handler
return fn(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/ops/operation.py:76: in __call__
return self.call(*args, **kwargs)
keras_hub/src/models/mixtral/mixtral_decoder.py:393: in call
x = self._self_attention_layer(
/tmpfs/venv/lib/python3.10/site-packages/keras/src/utils/traceback_utils.py:113: in error_handler
return fn(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/layers/layer.py:910: in __call__
outputs = super().__call__(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/utils/traceback_utils.py:113: in error_handler
return fn(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/ops/operation.py:76: in __call__
return self.call(*args, **kwargs)
keras_hub/src/models/mixtral/mixtral_attention.py:174: in call
attention_output = self._compute_attention(
keras_hub/src/models/mixtral/mixtral_attention.py:213: in _compute_attention
if self._use_fused_attention_op():
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _

self =

def _use_fused_attention_op(self):
if not fused_attention_op_available():
return False
> if self.dropout > 0.0:
E AttributeError: 'CachedMixtralAttention' object has no attribute 'dropout'. Did you mean: '_dropout'?

keras_hub/src/models/mixtral/mixtral_attention.py:198: AttributeError
___________________ MixtralCausalLMTest.test_early_stopping ____________________
jax.errors.SimplifiedTraceback: For simplicity, JAX has removed its internal frames from the traceback of the following exception. Set JAX_TRACEBACK_FILTERING=off to include these.

The above exception was the direct cause of the following exception:

self =

def test_early_stopping(self):
causal_lm = MixtralCausalLM(**self.init_kwargs)
call_with_cache = causal_lm.call_with_cache

def wrapper(*args, **kwargs):
"""Modify output logits to always favor end_token_id"""
logits, hidden_states, cache = call_with_cache(*args, **kwargs)
index = self.preprocessor.tokenizer.end_token_id
update = ops.ones_like(logits)[:, :, index] * 1.0e9
update = ops.expand_dims(update, axis=-1)
logits = ops.slice_update(logits, (0, 0, index), update)
return logits, hidden_states, cache

with patch.object(causal_lm, "call_with_cache", wraps=wrapper):
prompt = ["the quick brown fox", "the earth"]
> output = causal_lm.generate(prompt)

keras_hub/src/models/mixtral/mixtral_causal_lm_test.py:86:
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _
keras_hub/src/models/causal_lm.py:389: in generate
outputs = [generate(x) for x in inputs]
keras_hub/src/models/causal_lm.py:389: in
outputs = [generate(x) for x in inputs]
keras_hub/src/models/causal_lm.py:347: in generate
return generate_function(x, stop_token_ids=stop_token_ids)
keras_hub/src/models/causal_lm.py:195: in wrapped_generate_function
outputs, sampler_variables = compiled_generate_function(
keras_hub/src/models/causal_lm.py:170: in compiled_generate_function
outputs = self.generate_step(inputs, stop_token_ids)
keras_hub/src/models/mixtral/mixtral_causal_lm.py:137: in generate_step
hidden_states, cache = self._build_cache(token_ids)
keras_hub/src/models/mixtral/mixtral_causal_lm.py:114: in _build_cache
_, hidden_states, cache = self.call_with_cache(token_ids, cache, 0)
/usr/lib/python3.10/unittest/mock.py:1114: in __call__
return self._mock_call(*args, **kwargs)
/usr/lib/python3.10/unittest/mock.py:1118: in _mock_call
return self._execute_mock_call(*args, **kwargs)
/usr/lib/python3.10/unittest/mock.py:1188: in _execute_mock_call
return self._mock_wraps(*args, **kwargs)
keras_hub/src/models/mixtral/mixtral_causal_lm_test.py:77: in wrapper
logits, hidden_states, cache = call_with_cache(*args, **kwargs)
keras_hub/src/models/mixtral/mixtral_causal_lm.py:86: in call_with_cache
x, next_cache = self.backbone.transformer_layers[i](
/tmpfs/venv/lib/python3.10/site-packages/keras/src/utils/traceback_utils.py:113: in error_handler
return fn(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/layers/layer.py:910: in __call__
outputs = super().__call__(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/utils/traceback_utils.py:113: in error_handler
return fn(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/ops/operation.py:76: in __call__
return self.call(*args, **kwargs)
keras_hub/src/models/mixtral/mixtral_decoder.py:393: in call
x = self._self_attention_layer(
/tmpfs/venv/lib/python3.10/site-packages/keras/src/utils/traceback_utils.py:113: in error_handler
return fn(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/layers/layer.py:910: in __call__
outputs = super().__call__(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/utils/traceback_utils.py:113: in error_handler
return fn(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/ops/operation.py:76: in __call__
return self.call(*args, **kwargs)
keras_hub/src/models/mixtral/mixtral_attention.py:174: in call
attention_output = self._compute_attention(
keras_hub/src/models/mixtral/mixtral_attention.py:213: in _compute_attention
if self._use_fused_attention_op():
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _

self =

def _use_fused_attention_op(self):
if not fused_attention_op_available():
return False
> if self.dropout > 0.0:
E AttributeError: 'CachedMixtralAttention' object has no attribute 'dropout'. Did you mean: '_dropout'?

keras_hub/src/models/mixtral/mixtral_attention.py:198: AttributeError
______________________ MixtralCausalLMTest.test_generate _______________________
jax.errors.SimplifiedTraceback: For simplicity, JAX has removed its internal frames from the traceback of the following exception. Set JAX_TRACEBACK_FILTERING=off to include these.

The above exception was the direct cause of the following exception:

self =

def test_generate(self):
causal_lm = MixtralCausalLM(**self.init_kwargs)
# String input.
prompt = "the quick brown fox"
> output = causal_lm.generate(prompt)

keras_hub/src/models/mixtral/mixtral_causal_lm_test.py:55:
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _
keras_hub/src/models/causal_lm.py:389: in generate
outputs = [generate(x) for x in inputs]
keras_hub/src/models/causal_lm.py:389: in
outputs = [generate(x) for x in inputs]
keras_hub/src/models/causal_lm.py:347: in generate
return generate_function(x, stop_token_ids=stop_token_ids)
keras_hub/src/models/causal_lm.py:195: in wrapped_generate_function
outputs, sampler_variables = compiled_generate_function(
keras_hub/src/models/causal_lm.py:170: in compiled_generate_function
outputs = self.generate_step(inputs, stop_token_ids)
keras_hub/src/models/mixtral/mixtral_causal_lm.py:137: in generate_step
hidden_states, cache = self._build_cache(token_ids)
keras_hub/src/models/mixtral/mixtral_causal_lm.py:114: in _build_cache
_, hidden_states, cache = self.call_with_cache(token_ids, cache, 0)
keras_hub/src/models/mixtral/mixtral_causal_lm.py:86: in call_with_cache
x, next_cache = self.backbone.transformer_layers[i](
/tmpfs/venv/lib/python3.10/site-packages/keras/src/utils/traceback_utils.py:113: in error_handler
return fn(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/layers/layer.py:910: in __call__
outputs = super().__call__(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/utils/traceback_utils.py:113: in error_handler
return fn(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/ops/operation.py:76: in __call__
return self.call(*args, **kwargs)
keras_hub/src/models/mixtral/mixtral_decoder.py:393: in call
x = self._self_attention_layer(
/tmpfs/venv/lib/python3.10/site-packages/keras/src/utils/traceback_utils.py:113: in error_handler
return fn(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/layers/layer.py:910: in __call__
outputs = super().__call__(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/utils/traceback_utils.py:113: in error_handler
return fn(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/ops/operation.py:76: in __call__
return self.call(*args, **kwargs)
keras_hub/src/models/mixtral/mixtral_attention.py:174: in call
attention_output = self._compute_attention(
keras_hub/src/models/mixtral/mixtral_attention.py:213: in _compute_attention
if self._use_fused_attention_op():
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _

self =

def _use_fused_attention_op(self):
if not fused_attention_op_available():
return False
> if self.dropout > 0.0:
E AttributeError: 'CachedMixtralAttention' object has no attribute 'dropout'. Did you mean: '_dropout'?

keras_hub/src/models/mixtral/mixtral_attention.py:198: AttributeError
________________ MixtralCausalLMTest.test_generate_compilation _________________
jax.errors.SimplifiedTraceback: For simplicity, JAX has removed its internal frames from the traceback of the following exception. Set JAX_TRACEBACK_FILTERING=off to include these.

The above exception was the direct cause of the following exception:

self =

def test_generate_compilation(self):
causal_lm = MixtralCausalLM(**self.init_kwargs)
# Assert we do not recompile with successive calls.
> causal_lm.generate("the quick brown fox")

keras_hub/src/models/mixtral/mixtral_causal_lm_test.py:93:
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _
keras_hub/src/models/causal_lm.py:389: in generate
outputs = [generate(x) for x in inputs]
keras_hub/src/models/causal_lm.py:389: in
outputs = [generate(x) for x in inputs]
keras_hub/src/models/causal_lm.py:347: in generate
return generate_function(x, stop_token_ids=stop_token_ids)
keras_hub/src/models/causal_lm.py:195: in wrapped_generate_function
outputs, sampler_variables = compiled_generate_function(
keras_hub/src/models/causal_lm.py:170: in compiled_generate_function
outputs = self.generate_step(inputs, stop_token_ids)
keras_hub/src/models/mixtral/mixtral_causal_lm.py:137: in generate_step
hidden_states, cache = self._build_cache(token_ids)
keras_hub/src/models/mixtral/mixtral_causal_lm.py:114: in _build_cache
_, hidden_states, cache = self.call_with_cache(token_ids, cache, 0)
keras_hub/src/models/mixtral/mixtral_causal_lm.py:86: in call_with_cache
x, next_cache = self.backbone.transformer_layers[i](
/tmpfs/venv/lib/python3.10/site-packages/keras/src/utils/traceback_utils.py:113: in error_handler
return fn(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/layers/layer.py:910: in __call__
outputs = super().__call__(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/utils/traceback_utils.py:113: in error_handler
return fn(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/ops/operation.py:76: in __call__
return self.call(*args, **kwargs)
keras_hub/src/models/mixtral/mixtral_decoder.py:393: in call
x = self._self_attention_layer(
/tmpfs/venv/lib/python3.10/site-packages/keras/src/utils/traceback_utils.py:113: in error_handler
return fn(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/layers/layer.py:910: in __call__
outputs = super().__call__(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/utils/traceback_utils.py:113: in error_handler
return fn(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/ops/operation.py:76: in __call__
return self.call(*args, **kwargs)
keras_hub/src/models/mixtral/mixtral_attention.py:174: in call
attention_output = self._compute_attention(
keras_hub/src/models/mixtral/mixtral_attention.py:213: in _compute_attention
if self._use_fused_attention_op():
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _

self =

def _use_fused_attention_op(self):
if not fused_attention_op_available():
return False
> if self.dropout > 0.0:
E AttributeError: 'CachedMixtralAttention' object has no attribute 'dropout'. Did you mean: '_dropout'?

keras_hub/src/models/mixtral/mixtral_attention.py:198: AttributeError
_____________________ MixtralCausalLMTest.test_saved_model _____________________

self =

@pytest.mark.large
def test_saved_model(self):
> self.run_model_saving_test(
cls=MixtralCausalLM,
init_kwargs=self.init_kwargs,
input_data=self.input_data,
)

keras_hub/src/models/mixtral/mixtral_causal_lm_test.py:104:
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _
keras_hub/src/tests/test_case.py:424: in run_model_saving_test
model_output = model(input_data)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/utils/traceback_utils.py:113: in error_handler
return fn(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/layers/layer.py:910: in __call__
outputs = super().__call__(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/utils/traceback_utils.py:113: in error_handler
return fn(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/ops/operation.py:76: in __call__
return self.call(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/models/functional.py:183: in call
outputs = self._run_through_graph(
/tmpfs/venv/lib/python3.10/site-packages/keras/src/ops/function.py:171: in _run_through_graph
outputs = op(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/models/functional.py:643: in call
return operation(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/utils/traceback_utils.py:113: in error_handler
return fn(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/layers/layer.py:910: in __call__
outputs = super().__call__(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/utils/traceback_utils.py:113: in error_handler
return fn(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/ops/operation.py:76: in __call__
return self.call(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/models/functional.py:183: in call
outputs = self._run_through_graph(
/tmpfs/venv/lib/python3.10/site-packages/keras/src/ops/function.py:171: in _run_through_graph
outputs = op(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/models/functional.py:643: in call
return operation(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/utils/traceback_utils.py:113: in error_handler
return fn(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/layers/layer.py:910: in __call__
outputs = super().__call__(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/utils/traceback_utils.py:113: in error_handler
return fn(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/ops/operation.py:76: in __call__
return self.call(*args, **kwargs)
keras_hub/src/models/mixtral/mixtral_decoder.py:393: in call
x = self._self_attention_layer(
/tmpfs/venv/lib/python3.10/site-packages/keras/src/utils/traceback_utils.py:113: in error_handler
return fn(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/layers/layer.py:910: in __call__
outputs = super().__call__(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/utils/traceback_utils.py:113: in error_handler
return fn(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/ops/operation.py:76: in __call__
return self.call(*args, **kwargs)
keras_hub/src/models/mixtral/mixtral_attention.py:174: in call
attention_output = self._compute_attention(
keras_hub/src/models/mixtral/mixtral_attention.py:213: in _compute_attention
if self._use_fused_attention_op():
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _

self =

def _use_fused_attention_op(self):
if not fused_attention_op_available():
return False
> if self.dropout > 0.0:
E AttributeError: 'CachedMixtralAttention' object has no attribute 'dropout'. Did you mean: '_dropout'?

keras_hub/src/models/mixtral/mixtral_attention.py:198: AttributeError
________ MixtralCausalLMTest.test_score_layer_intercept_fn_exfiltration ________

self =

def test_score_layer_intercept_fn_exfiltration(self):
# Setup prompts, models, and associated expected shapes.
prompts = ["the quick brown fox", "the quick brown fox"]
causal_lm = MixtralCausalLM(**self.init_kwargs)
expected_embedded_shape = (2, 8, 8)
expected_score_shape = (2, 8, 10)

# Preprocess prompts to get tokenized representations and padding masks.
preprocessed_prompts = causal_lm.preprocessor.generate_preprocess(
prompts
)
token_ids = preprocessed_prompts["token_ids"]
padding_mask = preprocessed_prompts["padding_mask"]

# Setup a custom intercept function that extracts the embeddings to a
# a variable from the embeddings layer and otherwise asserts on shapes.
embedded_prompts = None

def layer_intercept_fn_for_testing(x, i):
if i == -1:
nonlocal embedded_prompts
embedded_prompts = x
else:
nonlocal expected_embedded_shape
self.assertEqual(ops.shape(x), expected_embedded_shape)
return x

# Get the scores.
> scores = causal_lm.score(
token_ids=token_ids,
padding_mask=padding_mask,
scoring_mode="logits",
layer_intercept_fn=layer_intercept_fn_for_testing,
)

keras_hub/src/models/mixtral/mixtral_causal_lm_test.py:193:
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _
keras_hub/src/models/mixtral/mixtral_causal_lm.py:268: in score
x = transformer_layer(x, decoder_padding_mask=padding_mask)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/utils/traceback_utils.py:113: in error_handler
return fn(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/layers/layer.py:910: in __call__
outputs = super().__call__(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/utils/traceback_utils.py:113: in error_handler
return fn(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/ops/operation.py:76: in __call__
return self.call(*args, **kwargs)
keras_hub/src/models/mixtral/mixtral_decoder.py:393: in call
x = self._self_attention_layer(
/tmpfs/venv/lib/python3.10/site-packages/keras/src/utils/traceback_utils.py:113: in error_handler
return fn(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/layers/layer.py:910: in __call__
outputs = super().__call__(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/utils/traceback_utils.py:113: in error_handler
return fn(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/ops/operation.py:76: in __call__
return self.call(*args, **kwargs)
keras_hub/src/models/mixtral/mixtral_attention.py:174: in call
attention_output = self._compute_attention(
keras_hub/src/models/mixtral/mixtral_attention.py:213: in _compute_attention
if self._use_fused_attention_op():
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _

self =

def _use_fused_attention_op(self):
if not fused_attention_op_available():
return False
> if self.dropout > 0.0:
E AttributeError: 'CachedMixtralAttention' object has no attribute 'dropout'. Did you mean: '_dropout'?

keras_hub/src/models/mixtral/mixtral_attention.py:198: AttributeError
____________________ MixtralCausalLMTest.test_score_logits _____________________

self =

def test_score_logits(self):
# Setup prompts, models, and associated expected shapes.
prompts = ["the quick brown fox", "the quick brown fox"]
causal_lm = MixtralCausalLM(**self.init_kwargs)
expected_score_shape = (2, 8, 10)

# Preprocess prompts to get tokenized representations and padding masks.
preprocessed_prompts = causal_lm.preprocessor.generate_preprocess(
prompts
)
token_ids = preprocessed_prompts["token_ids"]
padding_mask = preprocessed_prompts["padding_mask"]

# Get the scores and assert their shape.
> scores = causal_lm.score(
token_ids=token_ids,
padding_mask=padding_mask,
scoring_mode="logits",
)

keras_hub/src/models/mixtral/mixtral_causal_lm_test.py:133:
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _
keras_hub/src/models/mixtral/mixtral_causal_lm.py:268: in score
x = transformer_layer(x, decoder_padding_mask=padding_mask)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/utils/traceback_utils.py:113: in error_handler
return fn(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/layers/layer.py:910: in __call__
outputs = super().__call__(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/utils/traceback_utils.py:113: in error_handler
return fn(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/ops/operation.py:76: in __call__
return self.call(*args, **kwargs)
keras_hub/src/models/mixtral/mixtral_decoder.py:393: in call
x = self._self_attention_layer(
/tmpfs/venv/lib/python3.10/site-packages/keras/src/utils/traceback_utils.py:113: in error_handler
return fn(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/layers/layer.py:910: in __call__
outputs = super().__call__(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/utils/traceback_utils.py:113: in error_handler
return fn(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/ops/operation.py:76: in __call__
return self.call(*args, **kwargs)
keras_hub/src/models/mixtral/mixtral_attention.py:174: in call
attention_output = self._compute_attention(
keras_hub/src/models/mixtral/mixtral_attention.py:213: in _compute_attention
if self._use_fused_attention_op():
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _

self =

def _use_fused_attention_op(self):
if not fused_attention_op_available():
return False
> if self.dropout > 0.0:
E AttributeError: 'CachedMixtralAttention' object has no attribute 'dropout'. Did you mean: '_dropout'?

keras_hub/src/models/mixtral/mixtral_attention.py:198: AttributeError
_____________________ MixtralCausalLMTest.test_score_loss ______________________

self =

def test_score_loss(self):
# Setup prompts, models, and associated expected shapes.
prompts = ["the quick brown fox", "the quick brown fox"]
causal_lm = MixtralCausalLM(**self.init_kwargs)
expected_score_shape = (2, 8)

# Preprocess prompts to get tokenized representations and padding masks.
preprocessed_prompts = causal_lm.preprocessor.generate_preprocess(
prompts
)
token_ids = preprocessed_prompts["token_ids"]
padding_mask = preprocessed_prompts["padding_mask"]
target_ids = ops.roll(token_ids, shift=-1, axis=1)

# Get the scores and assert their shape.
> scores = causal_lm.score(
token_ids=token_ids,
padding_mask=padding_mask,
scoring_mode="loss",
target_ids=target_ids,
)

keras_hub/src/models/mixtral/mixtral_causal_lm_test.py:156:
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _
keras_hub/src/models/mixtral/mixtral_causal_lm.py:268: in score
x = transformer_layer(x, decoder_padding_mask=padding_mask)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/utils/traceback_utils.py:113: in error_handler
return fn(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/layers/layer.py:910: in __call__
outputs = super().__call__(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/utils/traceback_utils.py:113: in error_handler
return fn(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/ops/operation.py:76: in __call__
return self.call(*args, **kwargs)
keras_hub/src/models/mixtral/mixtral_decoder.py:393: in call
x = self._self_attention_layer(
/tmpfs/venv/lib/python3.10/site-packages/keras/src/utils/traceback_utils.py:113: in error_handler
return fn(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/layers/layer.py:910: in __call__
outputs = super().__call__(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/utils/traceback_utils.py:113: in error_handler
return fn(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/ops/operation.py:76: in __call__
return self.call(*args, **kwargs)
keras_hub/src/models/mixtral/mixtral_attention.py:174: in call
attention_output = self._compute_attention(
keras_hub/src/models/mixtral/mixtral_attention.py:213: in _compute_attention
if self._use_fused_attention_op():
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _

self =

def _use_fused_attention_op(self):
if not fused_attention_op_available():
return False
> if self.dropout > 0.0:
E AttributeError: 'CachedMixtralAttention' object has no attribute 'dropout'. Did you mean: '_dropout'?

keras_hub/src/models/mixtral/mixtral_attention.py:198: AttributeError
___________________ QwenMoeBackboneTest.test_auxiliary_loss ____________________

self =

def test_auxiliary_loss(self):
model = QwenMoeBackbone(**self.init_kwargs)
> _ = model(self.input_data, training=True)

keras_hub/src/models/qwen_moe/qwen_moe_backbone_test.py:93:
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _
/tmpfs/venv/lib/python3.10/site-packages/keras/src/utils/traceback_utils.py:113: in error_handler
return fn(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/layers/layer.py:910: in __call__
outputs = super().__call__(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/utils/traceback_utils.py:113: in error_handler
return fn(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/ops/operation.py:76: in __call__
return self.call(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/models/functional.py:183: in call
outputs = self._run_through_graph(
/tmpfs/venv/lib/python3.10/site-packages/keras/src/ops/function.py:171: in _run_through_graph
outputs = op(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/models/functional.py:643: in call
return operation(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/utils/traceback_utils.py:113: in error_handler
return fn(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/layers/layer.py:910: in __call__
outputs = super().__call__(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/utils/traceback_utils.py:113: in error_handler
return fn(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/ops/operation.py:76: in __call__
return self.call(*args, **kwargs)
keras_hub/src/models/qwen_moe/qwen_moe_decoder.py:492: in call
x = self._self_attention_layer(
/tmpfs/venv/lib/python3.10/site-packages/keras/src/utils/traceback_utils.py:113: in error_handler
return fn(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/layers/layer.py:910: in __call__
outputs = super().__call__(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/utils/traceback_utils.py:113: in error_handler
return fn(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/ops/operation.py:76: in __call__
return self.call(*args, **kwargs)
keras_hub/src/models/qwen_moe/qwen_moe_attention.py:219: in call
attention_output = self._compute_attention(
keras_hub/src/models/qwen_moe/qwen_moe_attention.py:287: in _compute_attention
if self._use_fused_attention_op():
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _

self =

def _use_fused_attention_op(self):
if not fused_attention_op_available():
return False
if self.dropout > 0.0:
return False
if running_on_gpu():
# GPU never supports softcap in the fused op.
> if self.logit_soft_cap is not None:
E AttributeError: 'QwenMoeAttention' object has no attribute 'logit_soft_cap'

keras_hub/src/models/qwen_moe/qwen_moe_attention.py:260: AttributeError
___________________ QwenMoeBackboneTest.test_backbone_basics ___________________

self =

def test_backbone_basics(self):
> self.run_backbone_test(
cls=QwenMoeBackbone,
init_kwargs=self.init_kwargs,
input_data=self.input_data,
expected_output_shape=(2, 7, 16),
run_quantization_check=False,
)

keras_hub/src/models/qwen_moe/qwen_moe_backbone_test.py:41:
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _
keras_hub/src/tests/test_case.py:452: in run_backbone_test
output = backbone(input_data)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/utils/traceback_utils.py:113: in error_handler
return fn(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/layers/layer.py:910: in __call__
outputs = super().__call__(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/utils/traceback_utils.py:113: in error_handler
return fn(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/ops/operation.py:76: in __call__
return self.call(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/models/functional.py:183: in call
outputs = self._run_through_graph(
/tmpfs/venv/lib/python3.10/site-packages/keras/src/ops/function.py:171: in _run_through_graph
outputs = op(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/models/functional.py:643: in call
return operation(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/utils/traceback_utils.py:113: in error_handler
return fn(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/layers/layer.py:910: in __call__
outputs = super().__call__(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/utils/traceback_utils.py:113: in error_handler
return fn(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/ops/operation.py:76: in __call__
return self.call(*args, **kwargs)
keras_hub/src/models/qwen_moe/qwen_moe_decoder.py:492: in call
x = self._self_attention_layer(
/tmpfs/venv/lib/python3.10/site-packages/keras/src/utils/traceback_utils.py:113: in error_handler
return fn(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/layers/layer.py:910: in __call__
outputs = super().__call__(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/utils/traceback_utils.py:113: in error_handler
return fn(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/ops/operation.py:76: in __call__
return self.call(*args, **kwargs)
keras_hub/src/models/qwen_moe/qwen_moe_attention.py:219: in call
attention_output = self._compute_attention(
keras_hub/src/models/qwen_moe/qwen_moe_attention.py:287: in _compute_attention
if self._use_fused_attention_op():
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _

self =

def _use_fused_attention_op(self):
if not fused_attention_op_available():
return False
if self.dropout > 0.0:
return False
if running_on_gpu():
# GPU never supports softcap in the fused op.
> if self.logit_soft_cap is not None:
E AttributeError: 'QwenMoeAttention' object has no attribute 'logit_soft_cap'

keras_hub/src/models/qwen_moe/qwen_moe_attention.py:260: AttributeError
_____________________ QwenMoeBackboneTest.test_saved_model _____________________

self =

@pytest.mark.large
def test_saved_model(self):
> self.run_model_saving_test(
cls=QwenMoeBackbone,
init_kwargs=self.init_kwargs,
input_data=self.input_data,
)

keras_hub/src/models/qwen_moe/qwen_moe_backbone_test.py:51:
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _
keras_hub/src/tests/test_case.py:424: in run_model_saving_test
model_output = model(input_data)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/utils/traceback_utils.py:113: in error_handler
return fn(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/layers/layer.py:910: in __call__
outputs = super().__call__(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/utils/traceback_utils.py:113: in error_handler
return fn(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/ops/operation.py:76: in __call__
return self.call(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/models/functional.py:183: in call
outputs = self._run_through_graph(
/tmpfs/venv/lib/python3.10/site-packages/keras/src/ops/function.py:171: in _run_through_graph
outputs = op(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/models/functional.py:643: in call
return operation(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/utils/traceback_utils.py:113: in error_handler
return fn(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/layers/layer.py:910: in __call__
outputs = super().__call__(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/utils/traceback_utils.py:113: in error_handler
return fn(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/ops/operation.py:76: in __call__
return self.call(*args, **kwargs)
keras_hub/src/models/qwen_moe/qwen_moe_decoder.py:492: in call
x = self._self_attention_layer(
/tmpfs/venv/lib/python3.10/site-packages/keras/src/utils/traceback_utils.py:113: in error_handler
return fn(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/layers/layer.py:910: in __call__
outputs = super().__call__(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/utils/traceback_utils.py:113: in error_handler
return fn(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/ops/operation.py:76: in __call__
return self.call(*args, **kwargs)
keras_hub/src/models/qwen_moe/qwen_moe_attention.py:219: in call
attention_output = self._compute_attention(
keras_hub/src/models/qwen_moe/qwen_moe_attention.py:287: in _compute_attention
if self._use_fused_attention_op():
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _

self =

def _use_fused_attention_op(self):
if not fused_attention_op_available():
return False
if self.dropout > 0.0:
return False
if running_on_gpu():
# GPU never supports softcap in the fused op.
> if self.logit_soft_cap is not None:
E AttributeError: 'QwenMoeAttention' object has no attribute 'logit_soft_cap'

keras_hub/src/models/qwen_moe/qwen_moe_attention.py:260: AttributeError
__________________ QwenMoeCausalLMTest.test_causal_lm_basics ___________________
jax.errors.SimplifiedTraceback: For simplicity, JAX has removed its internal frames from the traceback of the following exception. Set JAX_TRACEBACK_FILTERING=off to include these.

The above exception was the direct cause of the following exception:

self =

def test_causal_lm_basics(self):
> self.run_task_test(
cls=QwenMoeCausalLM,
init_kwargs=self.init_kwargs,
train_data=self.train_data,
expected_output_shape=(2, 7, 8),
)

keras_hub/src/models/qwen_moe/qwen_moe_causal_lm_test.py:53:
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _
keras_hub/src/tests/test_case.py:610: in run_task_test
output = task.predict(x)
keras_hub/src/utils/pipeline_model.py:220: in predict
return super().predict(
/tmpfs/venv/lib/python3.10/site-packages/keras/src/utils/traceback_utils.py:113: in error_handler
return fn(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/backend/jax/trainer.py:681: in predict
batch_outputs, state = self.predict_function(state, iterator)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/backend/jax/trainer.py:318: in step_function
outputs, state = _step_function(state, iterator)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/backend/jax/trainer.py:266: in iterator_step
return step_function(state, next(iterator))
/tmpfs/venv/lib/python3.10/site-packages/keras/src/backend/jax/trainer.py:307: in predict_step
outputs, non_trainable_variables = self.predict_step(state, data)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/backend/jax/trainer.py:203: in predict_step
outputs, non_trainable_variables = self.stateless_call(
/tmpfs/venv/lib/python3.10/site-packages/keras/src/utils/traceback_utils.py:113: in error_handler
return fn(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/layers/layer.py:1055: in stateless_call
outputs = self.call(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/models/functional.py:183: in call
outputs = self._run_through_graph(
/tmpfs/venv/lib/python3.10/site-packages/keras/src/ops/function.py:171: in _run_through_graph
outputs = op(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/models/functional.py:643: in call
return operation(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/utils/traceback_utils.py:113: in error_handler
return fn(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/layers/layer.py:910: in __call__
outputs = super().__call__(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/utils/traceback_utils.py:113: in error_handler
return fn(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/ops/operation.py:76: in __call__
return self.call(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/models/functional.py:183: in call
outputs = self._run_through_graph(
/tmpfs/venv/lib/python3.10/site-packages/keras/src/ops/function.py:171: in _run_through_graph
outputs = op(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/models/functional.py:643: in call
return operation(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/utils/traceback_utils.py:113: in error_handler
return fn(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/layers/layer.py:910: in __call__
outputs = super().__call__(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/utils/traceback_utils.py:113: in error_handler
return fn(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/ops/operation.py:76: in __call__
return self.call(*args, **kwargs)
keras_hub/src/models/qwen_moe/qwen_moe_decoder.py:492: in call
x = self._self_attention_layer(
/tmpfs/venv/lib/python3.10/site-packages/keras/src/utils/traceback_utils.py:113: in error_handler
return fn(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/layers/layer.py:910: in __call__
outputs = super().__call__(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/utils/traceback_utils.py:113: in error_handler
return fn(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/ops/operation.py:76: in __call__
return self.call(*args, **kwargs)
keras_hub/src/models/qwen_moe/qwen_moe_attention.py:219: in call
attention_output = self._compute_attention(
keras_hub/src/models/qwen_moe/qwen_moe_attention.py:287: in _compute_attention
if self._use_fused_attention_op():
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _

self =

def _use_fused_attention_op(self):
if not fused_attention_op_available():
return False
if self.dropout > 0.0:
return False
if running_on_gpu():
# GPU never supports softcap in the fused op.
> if self.logit_soft_cap is not None:
E AttributeError: 'QwenMoeAttention' object has no attribute 'logit_soft_cap'

keras_hub/src/models/qwen_moe/qwen_moe_attention.py:260: AttributeError
___________________ QwenMoeCausalLMTest.test_early_stopping ____________________
jax.errors.SimplifiedTraceback: For simplicity, JAX has removed its internal frames from the traceback of the following exception. Set JAX_TRACEBACK_FILTERING=off to include these.

The above exception was the direct cause of the following exception:

self =

def test_early_stopping(self):
causal_lm = QwenMoeCausalLM(**self.init_kwargs)
call_with_cache = causal_lm.call_with_cache

def wrapper(*args, **kwargs):
"""Modify output logits to always favor end_token_id"""
logits, hidden_states, cache = call_with_cache(*args, **kwargs)
index = self.preprocessor.tokenizer.end_token_id
update = ops.ones_like(logits)[:, :, index] * 1.0e9
update = ops.expand_dims(update, axis=-1)
logits = ops.slice_update(logits, (0, 0, index), update)
return logits, hidden_states, cache

with patch.object(causal_lm, "call_with_cache", wraps=wrapper):
prompt = [" airplane at airport", " airplane"]
> output = causal_lm.generate(prompt)

keras_hub/src/models/qwen_moe/qwen_moe_causal_lm_test.py:116:
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _
keras_hub/src/models/causal_lm.py:389: in generate
outputs = [generate(x) for x in inputs]
keras_hub/src/models/causal_lm.py:389: in
outputs = [generate(x) for x in inputs]
keras_hub/src/models/causal_lm.py:347: in generate
return generate_function(x, stop_token_ids=stop_token_ids)
keras_hub/src/models/causal_lm.py:195: in wrapped_generate_function
outputs, sampler_variables = compiled_generate_function(
keras_hub/src/models/causal_lm.py:170: in compiled_generate_function
outputs = self.generate_step(inputs, stop_token_ids)
keras_hub/src/models/qwen_moe/qwen_moe_causal_lm.py:247: in generate_step
hidden_states, cache = self._build_cache(token_ids)
keras_hub/src/models/qwen_moe/qwen_moe_causal_lm.py:224: in _build_cache
_, hidden_states, cache = self.call_with_cache(token_ids, cache, 0)
/usr/lib/python3.10/unittest/mock.py:1114: in __call__
return self._mock_call(*args, **kwargs)
/usr/lib/python3.10/unittest/mock.py:1118: in _mock_call
return self._execute_mock_call(*args, **kwargs)
/usr/lib/python3.10/unittest/mock.py:1188: in _execute_mock_call
return self._mock_wraps(*args, **kwargs)
keras_hub/src/models/qwen_moe/qwen_moe_causal_lm_test.py:107: in wrapper
logits, hidden_states, cache = call_with_cache(*args, **kwargs)
keras_hub/src/models/qwen_moe/qwen_moe_causal_lm.py:196: in call_with_cache
x, next_cache = self.backbone.transformer_layers[i](
/tmpfs/venv/lib/python3.10/site-packages/keras/src/utils/traceback_utils.py:113: in error_handler
return fn(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/layers/layer.py:910: in __call__
outputs = super().__call__(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/utils/traceback_utils.py:113: in error_handler
return fn(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/ops/operation.py:76: in __call__
return self.call(*args, **kwargs)
keras_hub/src/models/qwen_moe/qwen_moe_decoder.py:492: in call
x = self._self_attention_layer(
/tmpfs/venv/lib/python3.10/site-packages/keras/src/utils/traceback_utils.py:113: in error_handler
return fn(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/layers/layer.py:910: in __call__
outputs = super().__call__(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/utils/traceback_utils.py:113: in error_handler
return fn(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/ops/operation.py:76: in __call__
return self.call(*args, **kwargs)
keras_hub/src/models/qwen_moe/qwen_moe_attention.py:219: in call
attention_output = self._compute_attention(
keras_hub/src/models/qwen_moe/qwen_moe_attention.py:287: in _compute_attention
if self._use_fused_attention_op():
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _

self =

def _use_fused_attention_op(self):
if not fused_attention_op_available():
return False
if self.dropout > 0.0:
return False
if running_on_gpu():
# GPU never supports softcap in the fused op.
> if self.logit_soft_cap is not None:
E AttributeError: 'QwenMoeAttention' object has no attribute 'logit_soft_cap'

keras_hub/src/models/qwen_moe/qwen_moe_attention.py:260: AttributeError
________________ QwenMoeCausalLMTest.test_flash_attention_call _________________
jax.errors.SimplifiedTraceback: For simplicity, JAX has removed its internal frames from the traceback of the following exception. Set JAX_TRACEBACK_FILTERING=off to include these.

The above exception was the direct cause of the following exception:

self =

def test_flash_attention_call(self):
if (
keras.config.backend() != "jax"
or not fused_attention_op_available()
):
self.skipTest("`flash_attention` testing requires the Jax backend.")

with patch("keras.src.backend.nn.dot_product_attention") as mock_func:
causal_lm = QwenMoeCausalLM(**self.init_kwargs)
> causal_lm.generate("the quick brown fox")

keras_hub/src/models/qwen_moe/qwen_moe_causal_lm_test.py:69:
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _
keras_hub/src/models/causal_lm.py:389: in generate
outputs = [generate(x) for x in inputs]
keras_hub/src/models/causal_lm.py:389: in
outputs = [generate(x) for x in inputs]
keras_hub/src/models/causal_lm.py:347: in generate
return generate_function(x, stop_token_ids=stop_token_ids)
keras_hub/src/models/causal_lm.py:195: in wrapped_generate_function
outputs, sampler_variables = compiled_generate_function(
keras_hub/src/models/causal_lm.py:170: in compiled_generate_function
outputs = self.generate_step(inputs, stop_token_ids)
keras_hub/src/models/qwen_moe/qwen_moe_causal_lm.py:247: in generate_step
hidden_states, cache = self._build_cache(token_ids)
keras_hub/src/models/qwen_moe/qwen_moe_causal_lm.py:224: in _build_cache
_, hidden_states, cache = self.call_with_cache(token_ids, cache, 0)
keras_hub/src/models/qwen_moe/qwen_moe_causal_lm.py:196: in call_with_cache
x, next_cache = self.backbone.transformer_layers[i](
/tmpfs/venv/lib/python3.10/site-packages/keras/src/utils/traceback_utils.py:113: in error_handler
return fn(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/layers/layer.py:910: in __call__
outputs = super().__call__(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/utils/traceback_utils.py:113: in error_handler
return fn(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/ops/operation.py:76: in __call__
return self.call(*args, **kwargs)
keras_hub/src/models/qwen_moe/qwen_moe_decoder.py:492: in call
x = self._self_attention_layer(
/tmpfs/venv/lib/python3.10/site-packages/keras/src/utils/traceback_utils.py:113: in error_handler
return fn(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/layers/layer.py:910: in __call__
outputs = super().__call__(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/utils/traceback_utils.py:113: in error_handler
return fn(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/ops/operation.py:76: in __call__
return self.call(*args, **kwargs)
keras_hub/src/models/qwen_moe/qwen_moe_attention.py:219: in call
attention_output = self._compute_attention(
keras_hub/src/models/qwen_moe/qwen_moe_attention.py:287: in _compute_attention
if self._use_fused_attention_op():
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _

self =

def _use_fused_attention_op(self):
if not fused_attention_op_available():
return False
if self.dropout > 0.0:
return False
if running_on_gpu():
# GPU never supports softcap in the fused op.
> if self.logit_soft_cap is not None:
E AttributeError: 'QwenMoeAttention' object has no attribute 'logit_soft_cap'

keras_hub/src/models/qwen_moe/qwen_moe_attention.py:260: AttributeError
______________________ QwenMoeCausalLMTest.test_generate _______________________
jax.errors.SimplifiedTraceback: For simplicity, JAX has removed its internal frames from the traceback of the following exception. Set JAX_TRACEBACK_FILTERING=off to include these.

The above exception was the direct cause of the following exception:

self =

def test_generate(self):
causal_lm = QwenMoeCausalLM(**self.init_kwargs)
# String input.
prompt = " airplane at airport"
> output = causal_lm.generate(" airplane at airport")

keras_hub/src/models/qwen_moe/qwen_moe_causal_lm_test.py:79:
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _
keras_hub/src/models/causal_lm.py:389: in generate
outputs = [generate(x) for x in inputs]
keras_hub/src/models/causal_lm.py:389: in
outputs = [generate(x) for x in inputs]
keras_hub/src/models/causal_lm.py:347: in generate
return generate_function(x, stop_token_ids=stop_token_ids)
keras_hub/src/models/causal_lm.py:195: in wrapped_generate_function
outputs, sampler_variables = compiled_generate_function(
keras_hub/src/models/causal_lm.py:170: in compiled_generate_function
outputs = self.generate_step(inputs, stop_token_ids)
keras_hub/src/models/qwen_moe/qwen_moe_causal_lm.py:247: in generate_step
hidden_states, cache = self._build_cache(token_ids)
keras_hub/src/models/qwen_moe/qwen_moe_causal_lm.py:224: in _build_cache
_, hidden_states, cache = self.call_with_cache(token_ids, cache, 0)
keras_hub/src/models/qwen_moe/qwen_moe_causal_lm.py:196: in call_with_cache
x, next_cache = self.backbone.transformer_layers[i](
/tmpfs/venv/lib/python3.10/site-packages/keras/src/utils/traceback_utils.py:113: in error_handler
return fn(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/layers/layer.py:910: in __call__
outputs = super().__call__(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/utils/traceback_utils.py:113: in error_handler
return fn(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/ops/operation.py:76: in __call__
return self.call(*args, **kwargs)
keras_hub/src/models/qwen_moe/qwen_moe_decoder.py:492: in call
x = self._self_attention_layer(
/tmpfs/venv/lib/python3.10/site-packages/keras/src/utils/traceback_utils.py:113: in error_handler
return fn(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/layers/layer.py:910: in __call__
outputs = super().__call__(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/utils/traceback_utils.py:113: in error_handler
return fn(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/ops/operation.py:76: in __call__
return self.call(*args, **kwargs)
keras_hub/src/models/qwen_moe/qwen_moe_attention.py:219: in call
attention_output = self._compute_attention(
keras_hub/src/models/qwen_moe/qwen_moe_attention.py:287: in _compute_attention
if self._use_fused_attention_op():
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _

self =

def _use_fused_attention_op(self):
if not fused_attention_op_available():
return False
if self.dropout > 0.0:
return False
if running_on_gpu():
# GPU never supports softcap in the fused op.
> if self.logit_soft_cap is not None:
E AttributeError: 'QwenMoeAttention' object has no attribute 'logit_soft_cap'

keras_hub/src/models/qwen_moe/qwen_moe_attention.py:260: AttributeError
________________ QwenMoeCausalLMTest.test_generate_compilation _________________
jax.errors.SimplifiedTraceback: For simplicity, JAX has removed its internal frames from the traceback of the following exception. Set JAX_TRACEBACK_FILTERING=off to include these.

The above exception was the direct cause of the following exception:

self =

def test_generate_compilation(self):
causal_lm = QwenMoeCausalLM(**self.init_kwargs)
# Assert we do not recompile with successive calls.
> causal_lm.generate(" airplane at airport")

keras_hub/src/models/qwen_moe/qwen_moe_causal_lm_test.py:123:
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _
keras_hub/src/models/causal_lm.py:389: in generate
outputs = [generate(x) for x in inputs]
keras_hub/src/models/causal_lm.py:389: in
outputs = [generate(x) for x in inputs]
keras_hub/src/models/causal_lm.py:347: in generate
return generate_function(x, stop_token_ids=stop_token_ids)
keras_hub/src/models/causal_lm.py:195: in wrapped_generate_function
outputs, sampler_variables = compiled_generate_function(
keras_hub/src/models/causal_lm.py:170: in compiled_generate_function
outputs = self.generate_step(inputs, stop_token_ids)
keras_hub/src/models/qwen_moe/qwen_moe_causal_lm.py:247: in generate_step
hidden_states, cache = self._build_cache(token_ids)
keras_hub/src/models/qwen_moe/qwen_moe_causal_lm.py:224: in _build_cache
_, hidden_states, cache = self.call_with_cache(token_ids, cache, 0)
keras_hub/src/models/qwen_moe/qwen_moe_causal_lm.py:196: in call_with_cache
x, next_cache = self.backbone.transformer_layers[i](
/tmpfs/venv/lib/python3.10/site-packages/keras/src/utils/traceback_utils.py:113: in error_handler
return fn(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/layers/layer.py:910: in __call__
outputs = super().__call__(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/utils/traceback_utils.py:113: in error_handler
return fn(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/ops/operation.py:76: in __call__
return self.call(*args, **kwargs)
keras_hub/src/models/qwen_moe/qwen_moe_decoder.py:492: in call
x = self._self_attention_layer(
/tmpfs/venv/lib/python3.10/site-packages/keras/src/utils/traceback_utils.py:113: in error_handler
return fn(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/layers/layer.py:910: in __call__
outputs = super().__call__(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/utils/traceback_utils.py:113: in error_handler
return fn(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/ops/operation.py:76: in __call__
return self.call(*args, **kwargs)
keras_hub/src/models/qwen_moe/qwen_moe_attention.py:219: in call
attention_output = self._compute_attention(
keras_hub/src/models/qwen_moe/qwen_moe_attention.py:287: in _compute_attention
if self._use_fused_attention_op():
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _

self =

def _use_fused_attention_op(self):
if not fused_attention_op_available():
return False
if self.dropout > 0.0:
return False
if running_on_gpu():
# GPU never supports softcap in the fused op.
> if self.logit_soft_cap is not None:
E AttributeError: 'QwenMoeAttention' object has no attribute 'logit_soft_cap'

keras_hub/src/models/qwen_moe/qwen_moe_attention.py:260: AttributeError
________________ QwenMoeCausalLMTest.test_generate_strip_prompt ________________
jax.errors.SimplifiedTraceback: For simplicity, JAX has removed its internal frames from the traceback of the following exception. Set JAX_TRACEBACK_FILTERING=off to include these.

The above exception was the direct cause of the following exception:

self =

def test_generate_strip_prompt(self):
causal_lm = QwenMoeCausalLM(**self.init_kwargs)
prompt = " airplane at airport"
> output = causal_lm.generate(prompt, strip_prompt=True)

keras_hub/src/models/qwen_moe/qwen_moe_causal_lm_test.py:98:
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _
keras_hub/src/models/causal_lm.py:387: in generate
outputs = [strip_prompt_function(generate(x), x) for x in inputs]
keras_hub/src/models/causal_lm.py:387: in
outputs = [strip_prompt_function(generate(x), x) for x in inputs]
keras_hub/src/models/causal_lm.py:347: in generate
return generate_function(x, stop_token_ids=stop_token_ids)
keras_hub/src/models/causal_lm.py:195: in wrapped_generate_function
outputs, sampler_variables = compiled_generate_function(
keras_hub/src/models/causal_lm.py:170: in compiled_generate_function
outputs = self.generate_step(inputs, stop_token_ids)
keras_hub/src/models/qwen_moe/qwen_moe_causal_lm.py:247: in generate_step
hidden_states, cache = self._build_cache(token_ids)
keras_hub/src/models/qwen_moe/qwen_moe_causal_lm.py:224: in _build_cache
_, hidden_states, cache = self.call_with_cache(token_ids, cache, 0)
keras_hub/src/models/qwen_moe/qwen_moe_causal_lm.py:196: in call_with_cache
x, next_cache = self.backbone.transformer_layers[i](
/tmpfs/venv/lib/python3.10/site-packages/keras/src/utils/traceback_utils.py:113: in error_handler
return fn(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/layers/layer.py:910: in __call__
outputs = super().__call__(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/utils/traceback_utils.py:113: in error_handler
return fn(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/ops/operation.py:76: in __call__
return self.call(*args, **kwargs)
keras_hub/src/models/qwen_moe/qwen_moe_decoder.py:492: in call
x = self._self_attention_layer(
/tmpfs/venv/lib/python3.10/site-packages/keras/src/utils/traceback_utils.py:113: in error_handler
return fn(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/layers/layer.py:910: in __call__
outputs = super().__call__(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/utils/traceback_utils.py:113: in error_handler
return fn(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/ops/operation.py:76: in __call__
return self.call(*args, **kwargs)
keras_hub/src/models/qwen_moe/qwen_moe_attention.py:219: in call
attention_output = self._compute_attention(
keras_hub/src/models/qwen_moe/qwen_moe_attention.py:287: in _compute_attention
if self._use_fused_attention_op():
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _

self =

def _use_fused_attention_op(self):
if not fused_attention_op_available():
return False
if self.dropout > 0.0:
return False
if running_on_gpu():
# GPU never supports softcap in the fused op.
> if self.logit_soft_cap is not None:
E AttributeError: 'QwenMoeAttention' object has no attribute 'logit_soft_cap'

keras_hub/src/models/qwen_moe/qwen_moe_attention.py:260: AttributeError
_____________________ QwenMoeCausalLMTest.test_saved_model _____________________

self =

@pytest.mark.large
def test_saved_model(self):
> self.run_model_saving_test(
cls=QwenMoeCausalLM,
init_kwargs=self.init_kwargs,
input_data=self.input_data,
)

keras_hub/src/models/qwen_moe/qwen_moe_causal_lm_test.py:134:
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _
keras_hub/src/tests/test_case.py:424: in run_model_saving_test
model_output = model(input_data)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/utils/traceback_utils.py:113: in error_handler
return fn(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/layers/layer.py:910: in __call__
outputs = super().__call__(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/utils/traceback_utils.py:113: in error_handler
return fn(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/ops/operation.py:76: in __call__
return self.call(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/models/functional.py:183: in call
outputs = self._run_through_graph(
/tmpfs/venv/lib/python3.10/site-packages/keras/src/ops/function.py:171: in _run_through_graph
outputs = op(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/models/functional.py:643: in call
return operation(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/utils/traceback_utils.py:113: in error_handler
return fn(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/layers/layer.py:910: in __call__
outputs = super().__call__(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/utils/traceback_utils.py:113: in error_handler
return fn(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/ops/operation.py:76: in __call__
return self.call(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/models/functional.py:183: in call
outputs = self._run_through_graph(
/tmpfs/venv/lib/python3.10/site-packages/keras/src/ops/function.py:171: in _run_through_graph
outputs = op(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/models/functional.py:643: in call
return operation(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/utils/traceback_utils.py:113: in error_handler
return fn(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/layers/layer.py:910: in __call__
outputs = super().__call__(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/utils/traceback_utils.py:113: in error_handler
return fn(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/ops/operation.py:76: in __call__
return self.call(*args, **kwargs)
keras_hub/src/models/qwen_moe/qwen_moe_decoder.py:492: in call
x = self._self_attention_layer(
/tmpfs/venv/lib/python3.10/site-packages/keras/src/utils/traceback_utils.py:113: in error_handler
return fn(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/layers/layer.py:910: in __call__
outputs = super().__call__(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/utils/traceback_utils.py:113: in error_handler
return fn(*args, **kwargs)
/tmpfs/venv/lib/python3.10/site-packages/keras/src/ops/operation.py:76: in __call__
return self.call(*args, **kwargs)
keras_hub/src/models/qwen_moe/qwen_moe_attention.py:219: in call
attention_output = self._compute_attention(
keras_hub/src/models/qwen_moe/qwen_moe_attention.py:287: in _compute_attention
if self._use_fused_attention_op():
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _

self =

def _use_fused_attention_op(self):
if not fused_attention_op_available():
return False
if self.dropout > 0.0:
return False
if running_on_gpu():
# GPU never supports softcap in the fused op.
> if self.logit_soft_cap is not None:
E AttributeError: 'QwenMoeAttention' object has no attribute 'logit_soft_cap'

keras_hub/src/models/qwen_moe/qwen_moe_attention.py:260: AttributeError
================================ tests coverage ================================
_______________ coverage: platform linux, python 3.10.16-final-0 _______________

=========================== short test summary info ============================
FAILED keras_hub/src/models/gemma/gemma_causal_lm_test.py::GemmaCausalLMTest::test_flash_attention_call - AssertionError: Expected 'dot_product_attention' to have been called.
FAILED keras_hub/src/models/gemma3/gemma3_causal_lm_test.py::Gemma3CausalLMTest::test_text_flash_attention_call - AssertionError: Expected 'dot_product_attention' to have been called.
FAILED keras_hub/src/models/mixtral/mixtral_backbone_test.py::MixtralBackboneTest::test_backbone_basics - AttributeError: 'CachedMixtralAttention' object has no attribute 'dropout'. Did you mean: '_dropout'?
FAILED keras_hub/src/models/mixtral/mixtral_backbone_test.py::MixtralBackboneTest::test_saved_model - AttributeError: 'CachedMixtralAttention' object has no attribute 'dropout'. Did you mean: '_dropout'?
FAILED keras_hub/src/models/mixtral/mixtral_causal_lm_test.py::MixtralCausalLMTest::test_causal_lm_basics - AttributeError: 'CachedMixtralAttention' object has no attribute 'dropout'. Did you mean: '_dropout'?
FAILED keras_hub/src/models/mixtral/mixtral_causal_lm_test.py::MixtralCausalLMTest::test_early_stopping - AttributeError: 'CachedMixtralAttention' object has no attribute 'dropout'. Did you mean: '_dropout'?
FAILED keras_hub/src/models/mixtral/mixtral_causal_lm_test.py::MixtralCausalLMTest::test_generate - AttributeError: 'CachedMixtralAttention' object has no attribute 'dropout'. Did you mean: '_dropout'?
FAILED keras_hub/src/models/mixtral/mixtral_causal_lm_test.py::MixtralCausalLMTest::test_generate_compilation - AttributeError: 'CachedMixtralAttention' object has no attribute 'dropout'. Did you mean: '_dropout'?
FAILED keras_hub/src/models/mixtral/mixtral_causal_lm_test.py::MixtralCausalLMTest::test_saved_model - AttributeError: 'CachedMixtralAttention' object has no attribute 'dropout'. Did you mean: '_dropout'?
FAILED keras_hub/src/models/mixtral/mixtral_causal_lm_test.py::MixtralCausalLMTest::test_score_layer_intercept_fn_exfiltration - AttributeError: 'CachedMixtralAttention' object has no attribute 'dropout'. Did you mean: '_dropout'?
FAILED keras_hub/src/models/mixtral/mixtral_causal_lm_test.py::MixtralCausalLMTest::test_score_logits - AttributeError: 'CachedMixtralAttention' object has no attribute 'dropout'. Did you mean: '_dropout'?
FAILED keras_hub/src/models/mixtral/mixtral_causal_lm_test.py::MixtralCausalLMTest::test_score_loss - AttributeError: 'CachedMixtralAttention' object has no attribute 'dropout'. Did you mean: '_dropout'?
FAILED keras_hub/src/models/qwen_moe/qwen_moe_backbone_test.py::QwenMoeBackboneTest::test_auxiliary_loss - AttributeError: 'QwenMoeAttention' object has no attribute 'logit_soft_cap'
FAILED keras_hub/src/models/qwen_moe/qwen_moe_backbone_test.py::QwenMoeBackboneTest::test_backbone_basics - AttributeError: 'QwenMoeAttention' object has no attribute 'logit_soft_cap'
FAILED keras_hub/src/models/qwen_moe/qwen_moe_backbone_test.py::QwenMoeBackboneTest::test_saved_model - AttributeError: 'QwenMoeAttention' object has no attribute 'logit_soft_cap'
FAILED keras_hub/src/models/qwen_moe/qwen_moe_causal_lm_test.py::QwenMoeCausalLMTest::test_causal_lm_basics - AttributeError: 'QwenMoeAttention' object has no attribute 'logit_soft_cap'
FAILED keras_hub/src/models/qwen_moe/qwen_moe_causal_lm_test.py::QwenMoeCausalLMTest::test_early_stopping - AttributeError: 'QwenMoeAttention' object has no attribute 'logit_soft_cap'
FAILED keras_hub/src/models/qwen_moe/qwen_moe_causal_lm_test.py::QwenMoeCausalLMTest::test_flash_attention_call - AttributeError: 'QwenMoeAttention' object has no attribute 'logit_soft_cap'
FAILED keras_hub/src/models/qwen_moe/qwen_moe_causal_lm_test.py::QwenMoeCausalLMTest::test_generate - AttributeError: 'QwenMoeAttention' object has no attribute 'logit_soft_cap'
FAILED keras_hub/src/models/qwen_moe/qwen_moe_causal_lm_test.py::QwenMoeCausalLMTest::test_generate_compilation - AttributeError: 'QwenMoeAttention' object has no attribute 'logit_soft_cap'
FAILED keras_hub/src/models/qwen_moe/qwen_moe_causal_lm_test.py::QwenMoeCausalLMTest::test_generate_strip_prompt - AttributeError: 'QwenMoeAttention' object has no attribute 'logit_soft_cap'
FAILED keras_hub/src/models/qwen_moe/qwen_moe_causal_lm_test.py::QwenMoeCausalLMTest::test_saved_model - AttributeError: 'QwenMoeAttention' object has no attribute 'logit_soft_cap'
========== 22 failed, 1226 passed, 489 skipped in 4957.74s (1:22:37) ===========


[ID: 5596118] Command finished after 5154 secs, exit value: 1


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