See <https://ci-beam.apache.org/job/beam_Inference_Python_Benchmarks_Dataflow/282/display/redirect>
Changes: ------------------------------------------ [...truncated 369.01 KB...] Using cached portalocker-2.7.0-py2.py3-none-any.whl (15 kB) Collecting pyasn1>=0.1.7 (from oauth2client>=1.4.12->google-apitools<0.5.32,>=0.5.31->apache-beam==2.49.0.dev0) Using cached pyasn1-0.5.0-py2.py3-none-any.whl (83 kB) Building wheels for collected packages: apache-beam Building wheel for apache-beam (setup.py): started Building wheel for apache-beam (setup.py): finished with status 'done' Created wheel for apache-beam: filename=apache_beam-2.49.0.dev0-py3-none-any.whl size=3206455 sha256=debbf912df8556b1c63298af91fd6a09c53d7e402804ba34d29ef34b8817db81 Stored in directory: /home/jenkins/.cache/pip/wheels/d4/ad/b4/5dfba3e341b10ae80f4e32ab3ad25d368a3c6304b888eb7e37 Successfully built apache-beam Installing collected packages: sortedcontainers, pytz, docopt, crcmod, zstandard, wrapt, websocket-client, urllib3, typing-extensions, threadpoolctl, tenacity, sqlparse, six, scipy, regex, pyyaml, pyparsing, 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google-cloud-language, google-cloud-dlp, google-cloud-datastore, google-cloud-bigtable, google-cloud-bigquery-storage, google-cloud-bigquery, google-cloud-pubsublite, azure-identity Successfully installed PyJWT-2.7.0 apache-beam-2.49.0.dev0 attrs-23.1.0 azure-core-1.27.1 azure-identity-1.14.0b1 azure-storage-blob-12.17.0b1 boto3-1.26.155 botocore-1.29.155 certifi-2023.5.7 cffi-1.15.1 charset-normalizer-3.1.0 cloudpickle-2.2.1 crcmod-1.7 cryptography-41.0.1 deprecation-2.1.0 dill-0.3.1.1 dnspython-2.3.0 docker-6.1.3 docopt-0.6.2 exceptiongroup-1.1.1 execnet-1.9.0 fastavro-1.7.4 fasteners-0.18 freezegun-1.2.2 google-api-core-2.11.1 google-apitools-0.5.31 google-auth-2.20.0 google-auth-httplib2-0.1.0 google-cloud-bigquery-3.11.1 google-cloud-bigquery-storage-2.20.0 google-cloud-bigtable-2.19.0 google-cloud-core-2.3.2 google-cloud-datastore-2.15.2 google-cloud-dlp-3.12.1 google-cloud-language-2.10.0 google-cloud-pubsub-2.17.1 google-cloud-pubsublite-1.8.2 google-cloud-recommendations-ai-0.10.3 google-cloud-spanner-3.36.0 google-cloud-videointelligence-2.11.2 google-cloud-vision-3.4.2 google-crc32c-1.5.0 google-resumable-media-2.5.0 googleapis-common-protos-1.59.1 greenlet-2.0.2 grpc-google-iam-v1-0.12.6 grpcio-status-1.56.0rc2 hdfs-2.7.0 httplib2-0.22.0 hypothesis-6.79.0 idna-3.4 iniconfig-2.0.0 isodate-0.6.1 jmespath-1.0.1 joblib-1.2.0 mock-5.0.2 msal-1.22.0 msal-extensions-1.0.0 oauth2client-4.1.3 objsize-0.6.1 orjson-3.9.1 overrides-6.5.0 pandas-1.5.3 parameterized-0.9.0 portalocker-2.7.0 proto-plus-1.22.2 psycopg2-binary-2.9.6 pyarrow-11.0.0 pyasn1-0.5.0 pyasn1-modules-0.3.0 pycparser-2.21 pydot-1.4.2 pyhamcrest-2.0.4 pymongo-4.4.0b0 pymysql-1.1.0rc2 pyparsing-3.1.0b2 pytest-7.3.2 pytest-timeout-2.1.0 pytest-xdist-3.3.1 python-dateutil-2.8.2 pytz-2023.3 pyyaml-6.0 regex-2023.6.3 requests-2.31.0 requests_mock-1.11.0 rsa-4.9 s3transfer-0.6.1 scikit-learn-1.3.0rc1 scipy-1.10.1 six-1.16.0 sortedcontainers-2.4.0 sqlalchemy-1.4.48 sqlparse-0.4.4 tenacity-8.2.2 testcontainers-3.7.1 threadpoolctl-3.1.0 typing-extensions-4.6.3 urllib3-1.26.16 websocket-client-1.6.0 wrapt-1.15.0 zstandard-0.21.0 > Task :sdks:python:apache_beam:testing:load_tests:run Collecting torch>=1.7.1 (from -r apache_beam/ml/inference/torch_tests_requirements.txt (line 18)) Using cached torch-2.0.1-cp38-cp38-manylinux1_x86_64.whl (619.9 MB) Collecting torchvision>=0.8.2 (from -r apache_beam/ml/inference/torch_tests_requirements.txt (line 19)) Using cached torchvision-0.15.2-cp38-cp38-manylinux1_x86_64.whl (33.8 MB) Collecting pillow>=8.0.0 (from -r apache_beam/ml/inference/torch_tests_requirements.txt (line 20)) Using cached Pillow-9.5.0-cp38-cp38-manylinux_2_28_x86_64.whl (3.4 MB) Collecting transformers>=4.18.0 (from -r apache_beam/ml/inference/torch_tests_requirements.txt (line 21)) Using cached transformers-4.30.2-py3-none-any.whl (7.2 MB) Requirement already satisfied: filelock in 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Using cached nvidia_cublas_cu11-11.10.3.66-py3-none-manylinux1_x86_64.whl (317.1 MB) Collecting nvidia-cufft-cu11==10.9.0.58 (from torch>=1.7.1->-r apache_beam/ml/inference/torch_tests_requirements.txt (line 18)) Using cached nvidia_cufft_cu11-10.9.0.58-py3-none-manylinux1_x86_64.whl (168.4 MB) Collecting nvidia-curand-cu11==10.2.10.91 (from torch>=1.7.1->-r apache_beam/ml/inference/torch_tests_requirements.txt (line 18)) Using cached nvidia_curand_cu11-10.2.10.91-py3-none-manylinux1_x86_64.whl (54.6 MB) Collecting nvidia-cusolver-cu11==11.4.0.1 (from torch>=1.7.1->-r apache_beam/ml/inference/torch_tests_requirements.txt (line 18)) Using cached nvidia_cusolver_cu11-11.4.0.1-2-py3-none-manylinux1_x86_64.whl (102.6 MB) Collecting nvidia-cusparse-cu11==11.7.4.91 (from torch>=1.7.1->-r apache_beam/ml/inference/torch_tests_requirements.txt (line 18)) Using cached nvidia_cusparse_cu11-11.7.4.91-py3-none-manylinux1_x86_64.whl (173.2 MB) Collecting nvidia-nccl-cu11==2.14.3 (from 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(line 21)) (6.0) Requirement already satisfied: regex!=2019.12.17 in <https://ci-beam.apache.org/job/beam_Inference_Python_Benchmarks_Dataflow/ws/src/build/gradleenv/1329484227/lib/python3.8/site-packages> (from transformers>=4.18.0->-r apache_beam/ml/inference/torch_tests_requirements.txt (line 21)) (2023.6.3) Collecting tokenizers!=0.11.3,<0.14,>=0.11.1 (from transformers>=4.18.0->-r apache_beam/ml/inference/torch_tests_requirements.txt (line 21)) Using cached tokenizers-0.13.3-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (7.8 MB) Collecting safetensors>=0.3.1 (from transformers>=4.18.0->-r apache_beam/ml/inference/torch_tests_requirements.txt (line 21)) Using cached safetensors-0.3.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (1.3 MB) Collecting tqdm>=4.27 (from transformers>=4.18.0->-r apache_beam/ml/inference/torch_tests_requirements.txt (line 21)) Using cached tqdm-4.65.0-py3-none-any.whl (77 kB) Collecting fsspec (from huggingface-hub<1.0,>=0.14.1->transformers>=4.18.0->-r apache_beam/ml/inference/torch_tests_requirements.txt (line 21)) Using cached fsspec-2023.6.0-py3-none-any.whl (163 kB) Collecting MarkupSafe>=2.0 (from jinja2->torch>=1.7.1->-r apache_beam/ml/inference/torch_tests_requirements.txt (line 18)) Using cached MarkupSafe-2.1.3-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (25 kB) Requirement already satisfied: charset-normalizer<4,>=2 in <https://ci-beam.apache.org/job/beam_Inference_Python_Benchmarks_Dataflow/ws/src/build/gradleenv/1329484227/lib/python3.8/site-packages> (from requests->torchvision>=0.8.2->-r apache_beam/ml/inference/torch_tests_requirements.txt (line 19)) (3.1.0) Requirement already satisfied: idna<4,>=2.5 in <https://ci-beam.apache.org/job/beam_Inference_Python_Benchmarks_Dataflow/ws/src/build/gradleenv/1329484227/lib/python3.8/site-packages> (from requests->torchvision>=0.8.2->-r apache_beam/ml/inference/torch_tests_requirements.txt (line 19)) (3.4) Requirement already satisfied: urllib3<3,>=1.21.1 in <https://ci-beam.apache.org/job/beam_Inference_Python_Benchmarks_Dataflow/ws/src/build/gradleenv/1329484227/lib/python3.8/site-packages> (from requests->torchvision>=0.8.2->-r apache_beam/ml/inference/torch_tests_requirements.txt (line 19)) (1.26.16) Requirement already satisfied: certifi>=2017.4.17 in <https://ci-beam.apache.org/job/beam_Inference_Python_Benchmarks_Dataflow/ws/src/build/gradleenv/1329484227/lib/python3.8/site-packages> (from requests->torchvision>=0.8.2->-r apache_beam/ml/inference/torch_tests_requirements.txt (line 19)) (2023.5.7) Collecting mpmath>=0.19 (from sympy->torch>=1.7.1->-r apache_beam/ml/inference/torch_tests_requirements.txt (line 18)) Using cached mpmath-1.3.0-py3-none-any.whl (536 kB) Installing collected packages: tokenizers, safetensors, mpmath, lit, cmake, tqdm, sympy, pillow, nvidia-nvtx-cu11, nvidia-nccl-cu11, nvidia-cusparse-cu11, nvidia-curand-cu11, nvidia-cufft-cu11, nvidia-cuda-runtime-cu11, nvidia-cuda-nvrtc-cu11, nvidia-cuda-cupti-cu11, nvidia-cublas-cu11, networkx, MarkupSafe, fsspec, nvidia-cusolver-cu11, nvidia-cudnn-cu11, jinja2, huggingface-hub, transformers, triton, torch, torchvision Successfully installed MarkupSafe-2.1.3 cmake-3.26.4 fsspec-2023.6.0 huggingface-hub-0.15.1 jinja2-3.1.2 lit-16.0.6 mpmath-1.3.0 networkx-3.1 nvidia-cublas-cu11-11.10.3.66 nvidia-cuda-cupti-cu11-11.7.101 nvidia-cuda-nvrtc-cu11-11.7.99 nvidia-cuda-runtime-cu11-11.7.99 nvidia-cudnn-cu11-8.5.0.96 nvidia-cufft-cu11-10.9.0.58 nvidia-curand-cu11-10.2.10.91 nvidia-cusolver-cu11-11.4.0.1 nvidia-cusparse-cu11-11.7.4.91 nvidia-nccl-cu11-2.14.3 nvidia-nvtx-cu11-11.7.91 pillow-9.5.0 safetensors-0.3.1 sympy-1.12 tokenizers-0.13.3 torch-2.0.1 torchvision-0.15.2 tqdm-4.65.0 transformers-4.30.2 triton-2.0.0 INFO:root:Device is set to CUDA INFO:apache_beam.internal.gcp.auth:Setting socket default timeout to 60 seconds. 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INFO:apache_beam.runners.dataflow.internal.apiclient:Starting GCS upload to gs://temp-storage-for-perf-tests/loadtests/benchmark-tests-pytorch-imagenet-python-gpu0618155051.1687117203.849951/PyHamcrest-1.10.1-py3-none-any.whl... INFO:apache_beam.runners.dataflow.internal.apiclient:Completed GCS upload to gs://temp-storage-for-perf-tests/loadtests/benchmark-tests-pytorch-imagenet-python-gpu0618155051.1687117203.849951/PyHamcrest-1.10.1-py3-none-any.whl in 0 seconds. INFO:apache_beam.runners.dataflow.internal.apiclient:Starting GCS upload to gs://temp-storage-for-perf-tests/loadtests/benchmark-tests-pytorch-imagenet-python-gpu0618155051.1687117203.849951/transformers-4.30.2-py3-none-any.whl... INFO:apache_beam.runners.dataflow.internal.apiclient:Completed GCS upload to gs://temp-storage-for-perf-tests/loadtests/benchmark-tests-pytorch-imagenet-python-gpu0618155051.1687117203.849951/transformers-4.30.2-py3-none-any.whl in 0 seconds. INFO:apache_beam.runners.dataflow.internal.apiclient:Starting GCS upload to gs://temp-storage-for-perf-tests/loadtests/benchmark-tests-pytorch-imagenet-python-gpu0618155051.1687117203.849951/beautifulsoup4-4.12.2-py3-none-any.whl... INFO:apache_beam.runners.dataflow.internal.apiclient:Completed GCS upload to gs://temp-storage-for-perf-tests/loadtests/benchmark-tests-pytorch-imagenet-python-gpu0618155051.1687117203.849951/beautifulsoup4-4.12.2-py3-none-any.whl in 0 seconds. INFO:apache_beam.runners.dataflow.internal.apiclient:Starting GCS upload to gs://temp-storage-for-perf-tests/loadtests/benchmark-tests-pytorch-imagenet-python-gpu0618155051.1687117203.849951/parameterized-0.7.5-py2.py3-none-any.whl... INFO:apache_beam.runners.dataflow.internal.apiclient:Completed GCS upload to gs://temp-storage-for-perf-tests/loadtests/benchmark-tests-pytorch-imagenet-python-gpu0618155051.1687117203.849951/parameterized-0.7.5-py2.py3-none-any.whl in 0 seconds. INFO:apache_beam.runners.dataflow.internal.apiclient:Starting GCS upload to gs://temp-storage-for-perf-tests/loadtests/benchmark-tests-pytorch-imagenet-python-gpu0618155051.1687117203.849951/torch-2.0.1-cp38-cp38-manylinux1_x86_64.whl... INFO:apache_beam.runners.dataflow.internal.apiclient:Completed GCS upload to gs://temp-storage-for-perf-tests/loadtests/benchmark-tests-pytorch-imagenet-python-gpu0618155051.1687117203.849951/torch-2.0.1-cp38-cp38-manylinux1_x86_64.whl in 26 seconds. INFO:apache_beam.runners.dataflow.internal.apiclient:Starting GCS upload to gs://temp-storage-for-perf-tests/loadtests/benchmark-tests-pytorch-imagenet-python-gpu0618155051.1687117203.849951/torchvision-0.15.2-cp38-cp38-manylinux1_x86_64.whl... INFO:apache_beam.runners.dataflow.internal.apiclient:Completed GCS upload to gs://temp-storage-for-perf-tests/loadtests/benchmark-tests-pytorch-imagenet-python-gpu0618155051.1687117203.849951/torchvision-0.15.2-cp38-cp38-manylinux1_x86_64.whl in 1 seconds. INFO:apache_beam.runners.dataflow.internal.apiclient:Starting GCS upload to gs://temp-storage-for-perf-tests/loadtests/benchmark-tests-pytorch-imagenet-python-gpu0618155051.1687117203.849951/Pillow-9.5.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl... INFO:apache_beam.runners.dataflow.internal.apiclient:Completed GCS upload to gs://temp-storage-for-perf-tests/loadtests/benchmark-tests-pytorch-imagenet-python-gpu0618155051.1687117203.849951/Pillow-9.5.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl in 0 seconds. INFO:apache_beam.runners.dataflow.internal.apiclient:Starting GCS upload to gs://temp-storage-for-perf-tests/loadtests/benchmark-tests-pytorch-imagenet-python-gpu0618155051.1687117203.849951/matplotlib-3.7.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl... INFO:apache_beam.runners.dataflow.internal.apiclient:Completed GCS upload to gs://temp-storage-for-perf-tests/loadtests/benchmark-tests-pytorch-imagenet-python-gpu0618155051.1687117203.849951/matplotlib-3.7.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl in 0 seconds. INFO:apache_beam.runners.dataflow.internal.apiclient:Starting GCS upload to gs://temp-storage-for-perf-tests/loadtests/benchmark-tests-pytorch-imagenet-python-gpu0618155051.1687117203.849951/matplotlib-3.7.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl... INFO:apache_beam.runners.dataflow.internal.apiclient:Completed GCS upload to gs://temp-storage-for-perf-tests/loadtests/benchmark-tests-pytorch-imagenet-python-gpu0618155051.1687117203.849951/matplotlib-3.7.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl in 0 seconds. INFO:apache_beam.runners.dataflow.internal.apiclient:Starting GCS upload to gs://temp-storage-for-perf-tests/loadtests/benchmark-tests-pytorch-imagenet-python-gpu0618155051.1687117203.849951/matplotlib-3.7.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl... INFO:apache_beam.runners.dataflow.internal.apiclient:Completed GCS upload to gs://temp-storage-for-perf-tests/loadtests/benchmark-tests-pytorch-imagenet-python-gpu0618155051.1687117203.849951/matplotlib-3.7.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl in 0 seconds. INFO:apache_beam.runners.dataflow.internal.apiclient:Starting GCS upload to gs://temp-storage-for-perf-tests/loadtests/benchmark-tests-pytorch-imagenet-python-gpu0618155051.1687117203.849951/scikit_learn-1.0.2-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl... INFO:apache_beam.runners.dataflow.internal.apiclient:Completed GCS upload to gs://temp-storage-for-perf-tests/loadtests/benchmark-tests-pytorch-imagenet-python-gpu0618155051.1687117203.849951/scikit_learn-1.0.2-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl in 1 seconds. INFO:apache_beam.runners.dataflow.internal.apiclient:Starting GCS upload to gs://temp-storage-for-perf-tests/loadtests/benchmark-tests-pytorch-imagenet-python-gpu0618155051.1687117203.849951/scikit_learn-1.0.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl... INFO:apache_beam.runners.dataflow.internal.apiclient:Completed GCS upload to gs://temp-storage-for-perf-tests/loadtests/benchmark-tests-pytorch-imagenet-python-gpu0618155051.1687117203.849951/scikit_learn-1.0.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl in 1 seconds. INFO:apache_beam.runners.dataflow.internal.apiclient:Starting GCS upload to gs://temp-storage-for-perf-tests/loadtests/benchmark-tests-pytorch-imagenet-python-gpu0618155051.1687117203.849951/scikit_learn-1.2.2-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl... INFO:apache_beam.runners.dataflow.internal.apiclient:Completed GCS upload to gs://temp-storage-for-perf-tests/loadtests/benchmark-tests-pytorch-imagenet-python-gpu0618155051.1687117203.849951/scikit_learn-1.2.2-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl in 0 seconds. INFO:apache_beam.runners.dataflow.internal.apiclient:Starting GCS upload to gs://temp-storage-for-perf-tests/loadtests/benchmark-tests-pytorch-imagenet-python-gpu0618155051.1687117203.849951/dataflow_python_sdk.tar... INFO:apache_beam.runners.dataflow.internal.apiclient:Completed GCS upload to gs://temp-storage-for-perf-tests/loadtests/benchmark-tests-pytorch-imagenet-python-gpu0618155051.1687117203.849951/dataflow_python_sdk.tar in 0 seconds. INFO:apache_beam.runners.dataflow.internal.apiclient:Starting GCS upload to gs://temp-storage-for-perf-tests/loadtests/benchmark-tests-pytorch-imagenet-python-gpu0618155051.1687117203.849951/pipeline.pb... INFO:apache_beam.runners.dataflow.internal.apiclient:Completed GCS upload to gs://temp-storage-for-perf-tests/loadtests/benchmark-tests-pytorch-imagenet-python-gpu0618155051.1687117203.849951/pipeline.pb in 0 seconds. INFO:apache_beam.runners.dataflow.internal.apiclient:Create job: <Job clientRequestId: '20230618194003851064-9219' createTime: '2023-06-18T19:40:39.888923Z' currentStateTime: '1970-01-01T00:00:00Z' id: '2023-06-18_12_40_38-7868018275695329705' location: 'us-central1' name: 'benchmark-tests-pytorch-imagenet-python-gpu0618155051' projectId: 'apache-beam-testing' stageStates: [] startTime: '2023-06-18T19:40:39.888923Z' steps: [] tempFiles: [] type: TypeValueValuesEnum(JOB_TYPE_BATCH, 1)> INFO:apache_beam.runners.dataflow.internal.apiclient:Created job with id: [2023-06-18_12_40_38-7868018275695329705] INFO:apache_beam.runners.dataflow.internal.apiclient:Submitted job: 2023-06-18_12_40_38-7868018275695329705 INFO:apache_beam.runners.dataflow.internal.apiclient:To access the Dataflow monitoring console, please navigate to https://console.cloud.google.com/dataflow/jobs/us-central1/2023-06-18_12_40_38-7868018275695329705?project=apache-beam-testing INFO:apache_beam.runners.dataflow.dataflow_runner:Job 2023-06-18_12_40_38-7868018275695329705 is in state JOB_STATE_PENDING INFO:apache_beam.runners.dataflow.dataflow_runner:2023-06-18T19:40:39.084Z: JOB_MESSAGE_BASIC: Dataflow Runner V2 auto-enabled. Use --experiments=disable_runner_v2 to opt out. INFO:apache_beam.runners.dataflow.dataflow_runner:2023-06-18T19:40:40.321Z: JOB_MESSAGE_BASIC: The pipeline is using shuffle service with a (boot) persistent disk size / type other than the default. If that configuration was intended solely to speed up the non-service shuffle, consider removing it to reduce costs as those disks are unused by the shuffle service. INFO:apache_beam.runners.dataflow.dataflow_runner:2023-06-18T19:40:43.014Z: JOB_MESSAGE_BASIC: Worker configuration: n1-standard-2 in us-central1-f. INFO:apache_beam.runners.dataflow.dataflow_runner:2023-06-18T19:40:44.047Z: JOB_MESSAGE_DETAILED: Expanding SplittableParDo operations into optimizable parts. INFO:apache_beam.runners.dataflow.dataflow_runner:2023-06-18T19:40:44.081Z: JOB_MESSAGE_DETAILED: Expanding CollectionToSingleton operations into optimizable parts. INFO:apache_beam.runners.dataflow.dataflow_runner:2023-06-18T19:40:44.148Z: JOB_MESSAGE_DETAILED: Expanding CoGroupByKey operations into optimizable parts. INFO:apache_beam.runners.dataflow.dataflow_runner:2023-06-18T19:40:44.182Z: JOB_MESSAGE_DEBUG: Combiner lifting skipped for step WriteOutputToGCS/Write/WriteImpl/GroupByKey: GroupByKey not followed by a combiner. INFO:apache_beam.runners.dataflow.dataflow_runner:2023-06-18T19:40:44.220Z: JOB_MESSAGE_DETAILED: Expanding GroupByKey operations into optimizable parts. INFO:apache_beam.runners.dataflow.dataflow_runner:2023-06-18T19:40:44.249Z: JOB_MESSAGE_DEBUG: Annotating graph with Autotuner information. INFO:apache_beam.runners.dataflow.dataflow_runner:2023-06-18T19:40:44.288Z: JOB_MESSAGE_DETAILED: Fusing adjacent ParDo, Read, Write, and Flatten operations INFO:apache_beam.runners.dataflow.dataflow_runner:2023-06-18T19:40:44.315Z: JOB_MESSAGE_DETAILED: Fusing consumer WriteOutputToGCS/Write/WriteImpl/InitializeWrite into WriteOutputToGCS/Write/WriteImpl/DoOnce/Map(decode) INFO:apache_beam.runners.dataflow.dataflow_runner:2023-06-18T19:40:44.348Z: JOB_MESSAGE_DETAILED: Fusing consumer WriteOutputToGCS/Write/WriteImpl/DoOnce/FlatMap(<lambda at core.py:3634>) into WriteOutputToGCS/Write/WriteImpl/DoOnce/Impulse INFO:apache_beam.runners.dataflow.dataflow_runner:2023-06-18T19:40:44.382Z: JOB_MESSAGE_DETAILED: Fusing consumer WriteOutputToGCS/Write/WriteImpl/DoOnce/Map(decode) into WriteOutputToGCS/Write/WriteImpl/DoOnce/FlatMap(<lambda at core.py:3634>) INFO:apache_beam.runners.dataflow.dataflow_runner:2023-06-18T19:40:44.416Z: JOB_MESSAGE_DETAILED: Fusing consumer ReadImageNames/Read/Map(<lambda at iobase.py:908>) into ReadImageNames/Read/Impulse INFO:apache_beam.runners.dataflow.dataflow_runner:2023-06-18T19:40:44.452Z: JOB_MESSAGE_DETAILED: Fusing consumer ref_AppliedPTransform_ReadImageNames-Read-SDFBoundedSourceReader-ParDo-SDFBoundedSourceDoFn-_7/PairWithRestriction into ReadImageNames/Read/Map(<lambda at iobase.py:908>) INFO:apache_beam.runners.dataflow.dataflow_runner:2023-06-18T19:40:44.485Z: JOB_MESSAGE_DETAILED: Fusing consumer ref_AppliedPTransform_ReadImageNames-Read-SDFBoundedSourceReader-ParDo-SDFBoundedSourceDoFn-_7/SplitWithSizing into ref_AppliedPTransform_ReadImageNames-Read-SDFBoundedSourceReader-ParDo-SDFBoundedSourceDoFn-_7/PairWithRestriction INFO:apache_beam.runners.dataflow.dataflow_runner:2023-06-18T19:40:44.521Z: JOB_MESSAGE_DETAILED: Fusing consumer FilterEmptyLines into ref_AppliedPTransform_ReadImageNames-Read-SDFBoundedSourceReader-ParDo-SDFBoundedSourceDoFn-_7/ProcessElementAndRestrictionWithSizing INFO:apache_beam.runners.dataflow.dataflow_runner:2023-06-18T19:40:44.555Z: JOB_MESSAGE_DETAILED: Fusing consumer PyTorchRunInference/BeamML_RunInference_Preprocess-0 into FilterEmptyLines INFO:apache_beam.runners.dataflow.dataflow_runner:2023-06-18T19:40:44.587Z: JOB_MESSAGE_DETAILED: Fusing consumer PyTorchRunInference/BatchElements/ParDo(_GlobalWindowsBatchingDoFn) into PyTorchRunInference/BeamML_RunInference_Preprocess-0 INFO:apache_beam.runners.dataflow.dataflow_runner:2023-06-18T19:40:44.620Z: JOB_MESSAGE_DETAILED: Fusing consumer PyTorchRunInference/BeamML_RunInference into PyTorchRunInference/BatchElements/ParDo(_GlobalWindowsBatchingDoFn) INFO:apache_beam.runners.dataflow.dataflow_runner:2023-06-18T19:40:44.654Z: JOB_MESSAGE_DETAILED: Fusing consumer PyTorchRunInference/BeamML_RunInference_Postprocess-0 into PyTorchRunInference/BeamML_RunInference INFO:apache_beam.runners.dataflow.dataflow_runner:2023-06-18T19:40:44.686Z: JOB_MESSAGE_DETAILED: Fusing consumer WriteOutputToGCS/Write/WriteImpl/Map(<lambda at iobase.py:1140>) into PyTorchRunInference/BeamML_RunInference_Postprocess-0 INFO:apache_beam.runners.dataflow.dataflow_runner:2023-06-18T19:40:44.711Z: JOB_MESSAGE_DETAILED: Fusing consumer WriteOutputToGCS/Write/WriteImpl/WindowInto(WindowIntoFn) into WriteOutputToGCS/Write/WriteImpl/Map(<lambda at iobase.py:1140>) INFO:apache_beam.runners.dataflow.dataflow_runner:2023-06-18T19:40:44.740Z: JOB_MESSAGE_DETAILED: Fusing consumer WriteOutputToGCS/Write/WriteImpl/GroupByKey/Write into WriteOutputToGCS/Write/WriteImpl/WindowInto(WindowIntoFn) INFO:apache_beam.runners.dataflow.dataflow_runner:2023-06-18T19:40:44.765Z: JOB_MESSAGE_DETAILED: Fusing consumer WriteOutputToGCS/Write/WriteImpl/WriteBundles into WriteOutputToGCS/Write/WriteImpl/GroupByKey/Read INFO:apache_beam.runners.dataflow.dataflow_runner:2023-06-18T19:40:44.809Z: JOB_MESSAGE_DEBUG: Workflow config is missing a default resource spec. INFO:apache_beam.runners.dataflow.dataflow_runner:2023-06-18T19:40:44.832Z: JOB_MESSAGE_DEBUG: Adding StepResource setup and teardown to workflow graph. INFO:apache_beam.runners.dataflow.dataflow_runner:2023-06-18T19:40:44.866Z: JOB_MESSAGE_DEBUG: Adding workflow start and stop steps. INFO:apache_beam.runners.dataflow.dataflow_runner:2023-06-18T19:40:44.901Z: JOB_MESSAGE_DEBUG: Assigning stage ids. INFO:apache_beam.runners.dataflow.dataflow_runner:Job 2023-06-18_12_40_38-7868018275695329705 is in state JOB_STATE_RUNNING INFO:apache_beam.runners.dataflow.dataflow_runner:2023-06-18T19:40:45.060Z: JOB_MESSAGE_DEBUG: Executing wait step start19 INFO:apache_beam.runners.dataflow.dataflow_runner:2023-06-18T19:40:45.112Z: JOB_MESSAGE_BASIC: Executing operation ReadImageNames/Read/Impulse+ReadImageNames/Read/Map(<lambda at iobase.py:908>)+ref_AppliedPTransform_ReadImageNames-Read-SDFBoundedSourceReader-ParDo-SDFBoundedSourceDoFn-_7/PairWithRestriction+ref_AppliedPTransform_ReadImageNames-Read-SDFBoundedSourceReader-ParDo-SDFBoundedSourceDoFn-_7/SplitWithSizing INFO:apache_beam.runners.dataflow.dataflow_runner:2023-06-18T19:40:45.138Z: JOB_MESSAGE_BASIC: Executing operation WriteOutputToGCS/Write/WriteImpl/DoOnce/Impulse+WriteOutputToGCS/Write/WriteImpl/DoOnce/FlatMap(<lambda at core.py:3634>)+WriteOutputToGCS/Write/WriteImpl/DoOnce/Map(decode)+WriteOutputToGCS/Write/WriteImpl/InitializeWrite INFO:apache_beam.runners.dataflow.dataflow_runner:2023-06-18T19:40:45.151Z: JOB_MESSAGE_DEBUG: Starting **** pool setup. INFO:apache_beam.runners.dataflow.dataflow_runner:2023-06-18T19:40:45.187Z: JOB_MESSAGE_BASIC: Starting 75 ****s in us-central1-f... INFO:apache_beam.runners.dataflow.dataflow_runner:2023-06-18T19:41:05.631Z: JOB_MESSAGE_BASIC: Your project already contains 100 Dataflow-created metric descriptors, so new user metrics of the form custom.googleapis.com/* will not be created. However, all user metrics are also available in the metric dataflow.googleapis.com/job/user_counter. If you rely on the custom metrics, you can delete old / unused metric descriptors. See https://developers.google.com/apis-explorer/#p/monitoring/v3/monitoring.projects.metricDescriptors.list and https://developers.google.com/apis-explorer/#p/monitoring/v3/monitoring.projects.metricDescriptors.delete INFO:apache_beam.runners.dataflow.dataflow_runner:2023-06-18T19:41:26.309Z: JOB_MESSAGE_WARNING: Autoscaling: Startup of the **** pool in zone us-central1-f reached 60 ****s, but the goal was 75 ****s. The service will retry. Please refer to https://cloud.google.com/dataflow/docs/guides/common-errors#****-pool-failure for help troubleshooting. QUOTA_EXCEEDED: Instance 'benchmark-tests-pytorch-i-06181240-9jzs-harness-gl6z' creation failed: Quota 'NVIDIA_T4_GPUS' exceeded. Limit: 32.0 in region us-central1. INFO:apache_beam.runners.dataflow.dataflow_runner:2023-06-18T19:41:46.324Z: JOB_MESSAGE_ERROR: Startup of the **** pool in zone us-central1-f failed to bring up any of the desired 75 ****s. Please refer to https://cloud.google.com/dataflow/docs/guides/common-errors#****-pool-failure for help troubleshooting. QUOTA_EXCEEDED: Instance 'benchmark-tests-pytorch-i-06181240-9jzs-harness-gl6z' creation failed: Quota 'NVIDIA_T4_GPUS' exceeded. Limit: 32.0 in region us-central1. INFO:apache_beam.runners.dataflow.dataflow_runner:2023-06-18T19:41:46.354Z: JOB_MESSAGE_ERROR: Workflow failed. INFO:apache_beam.runners.dataflow.dataflow_runner:2023-06-18T19:41:46.460Z: JOB_MESSAGE_WARNING: Unable to delete temp files: "gs://temp-storage-for-perf-tests/loadtests/benchmark-tests-pytorch-imagenet-python-gpu0618155051.1687117203.849951/dax-tmp-2023-06-18_12_40_38-7868018275695329705-S01-1-6276e93558722b6f/[email protected]." INFO:apache_beam.runners.dataflow.dataflow_runner:2023-06-18T19:41:46.461Z: JOB_MESSAGE_WARNING: Unable to delete temp files: "gs://temp-storage-for-perf-tests/loadtests/benchmark-tests-pytorch-imagenet-python-gpu0618155051.1687117203.849951/dax-tmp-2023-06-18_12_40_38-7868018275695329705-S01-0-b74bb31556a1ec0/[email protected]." INFO:apache_beam.runners.dataflow.dataflow_runner:2023-06-18T19:41:46.474Z: JOB_MESSAGE_WARNING: Unable to delete temp files: "gs://temp-storage-for-perf-tests/loadtests/benchmark-tests-pytorch-imagenet-python-gpu0618155051.1687117203.849951/dax-tmp-2023-06-18_12_40_38-7868018275695329705-S04-0-45d312bce092974f/[email protected]." INFO:apache_beam.runners.dataflow.dataflow_runner:2023-06-18T19:41:46.491Z: JOB_MESSAGE_WARNING: S01:WriteOutputToGCS/Write/WriteImpl/DoOnce/Impulse+WriteOutputToGCS/Write/WriteImpl/DoOnce/FlatMap(<lambda at core.py:3634>)+WriteOutputToGCS/Write/WriteImpl/DoOnce/Map(decode)+WriteOutputToGCS/Write/WriteImpl/InitializeWrite failed. INFO:apache_beam.runners.dataflow.dataflow_runner:2023-06-18T19:41:46.506Z: JOB_MESSAGE_WARNING: S04:ReadImageNames/Read/Impulse+ReadImageNames/Read/Map(<lambda at iobase.py:908>)+ref_AppliedPTransform_ReadImageNames-Read-SDFBoundedSourceReader-ParDo-SDFBoundedSourceDoFn-_7/PairWithRestriction+ref_AppliedPTransform_ReadImageNames-Read-SDFBoundedSourceReader-ParDo-SDFBoundedSourceDoFn-_7/SplitWithSizing failed. INFO:apache_beam.runners.dataflow.dataflow_runner:2023-06-18T19:41:46.531Z: JOB_MESSAGE_BASIC: Finished operation WriteOutputToGCS/Write/WriteImpl/DoOnce/Impulse+WriteOutputToGCS/Write/WriteImpl/DoOnce/FlatMap(<lambda at core.py:3634>)+WriteOutputToGCS/Write/WriteImpl/DoOnce/Map(decode)+WriteOutputToGCS/Write/WriteImpl/InitializeWrite INFO:apache_beam.runners.dataflow.dataflow_runner:2023-06-18T19:41:46.542Z: JOB_MESSAGE_BASIC: Finished operation ReadImageNames/Read/Impulse+ReadImageNames/Read/Map(<lambda at iobase.py:908>)+ref_AppliedPTransform_ReadImageNames-Read-SDFBoundedSourceReader-ParDo-SDFBoundedSourceDoFn-_7/PairWithRestriction+ref_AppliedPTransform_ReadImageNames-Read-SDFBoundedSourceReader-ParDo-SDFBoundedSourceDoFn-_7/SplitWithSizing INFO:apache_beam.runners.dataflow.dataflow_runner:2023-06-18T19:41:46.620Z: JOB_MESSAGE_DETAILED: Cleaning up. INFO:apache_beam.runners.dataflow.dataflow_runner:2023-06-18T19:41:46.671Z: JOB_MESSAGE_DEBUG: Starting **** pool teardown. INFO:apache_beam.runners.dataflow.dataflow_runner:2023-06-18T19:41:46.702Z: JOB_MESSAGE_BASIC: Stopping **** pool... INFO:apache_beam.runners.dataflow.dataflow_runner:2023-06-18T19:42:05.504Z: JOB_MESSAGE_BASIC: Worker pool stopped. INFO:apache_beam.runners.dataflow.dataflow_runner:2023-06-18T19:42:05.543Z: JOB_MESSAGE_DEBUG: Tearing down pending resources... INFO:apache_beam.runners.dataflow.dataflow_runner:Job 2023-06-18_12_40_38-7868018275695329705 is in state JOB_STATE_FAILED ERROR:apache_beam.runners.dataflow.dataflow_runner:Console URL: https://console.cloud.google.com/dataflow/jobs/<RegionId>/2023-06-18_12_40_38-7868018275695329705?project=<ProjectId> Traceback (most recent call last): File "/usr/lib/python3.8/runpy.py", line 194, in _run_module_as_main return _run_code(code, main_globals, None, File "/usr/lib/python3.8/runpy.py", line 87, in _run_code exec(code, run_globals) File "<https://ci-beam.apache.org/job/beam_Inference_Python_Benchmarks_Dataflow/ws/src/sdks/python/apache_beam/testing/benchmarks/inference/pytorch_image_classification_benchmarks.py";,> line 68, in <module> PytorchVisionBenchmarkTest().run() File "<https://ci-beam.apache.org/job/beam_Inference_Python_Benchmarks_Dataflow/ws/src/sdks/python/apache_beam/testing/load_tests/load_test.py";,> line 148, in run self.test() File "<https://ci-beam.apache.org/job/beam_Inference_Python_Benchmarks_Dataflow/ws/src/sdks/python/apache_beam/testing/benchmarks/inference/pytorch_image_classification_benchmarks.py";,> line 58, in test self.result = pytorch_image_classification.run( File "<https://ci-beam.apache.org/job/beam_Inference_Python_Benchmarks_Dataflow/ws/src/sdks/python/apache_beam/examples/inference/pytorch_image_classification.py";,> line 166, in run result.wait_until_finish() File "<https://ci-beam.apache.org/job/beam_Inference_Python_Benchmarks_Dataflow/ws/src/sdks/python/apache_beam/runners/dataflow/dataflow_runner.py";,> line 1564, in wait_until_finish raise DataflowRuntimeException( apache_beam.runners.dataflow.dataflow_runner.DataflowRuntimeException: Dataflow pipeline failed. State: FAILED, Error: Workflow failed. > Task :sdks:python:apache_beam:testing:load_tests:run FAILED FAILURE: Build failed with an exception. * Where: Build file '<https://ci-beam.apache.org/job/beam_Inference_Python_Benchmarks_Dataflow/ws/src/sdks/python/apache_beam/testing/load_tests/build.gradle'> line: 63 * What went wrong: Execution failed for task ':sdks:python:apache_beam:testing:load_tests:run'. > error occurred * Try: > Run with --stacktrace option to get the stack trace. > Run with --info or --debug option to get more log output. * Get more help at https://help.gradle.org Deprecated Gradle features were used in this build, making it incompatible with Gradle 8.0. You can use '--warning-mode all' to show the individual deprecation warnings and determine if they come from your own scripts or plugins. See https://docs.gradle.org/7.5.1/userguide/command_line_interface.html#sec:command_line_warnings BUILD FAILED in 6m 3s 15 actionable tasks: 4 executed, 11 up-to-date Publishing build scan... https://ge.apache.org/s/xh7p2szwwdq6i Build step 'Invoke Gradle script' changed build result to FAILURE Build step 'Invoke Gradle script' marked build as failure --------------------------------------------------------------------- To unsubscribe, e-mail: [email protected] For additional commands, e-mail: [email protected]
