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Raise error for convolutions with unsupported types.
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Raise error for convolutions with unsupported types. The main motivation is to give a better error when FP8 convolutions are run on unsupported GPUs, but this change also raises an error on convolutions with complex types, which aren't supported on any GPU. Before this change, convolutions with unsupported types would give cryptic errors during autotuning. Among integer convolutions, only S8 convolutions are supported. The pass CudnnFusedConvRewriter may rewrite convolutions on wider types into S8 convolutions if the inputs are casted from S8. CudnnFusedConvRewriter itself already raises an error if there are convolutions on non-S8 integral types, so there is no need to raise an error explicitly.
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Dynamic update slice op
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Dynamic update slice op
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[PJRT] Use SerializeUsingVersionedStablehlo for PJRT API version 41+
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[PJRT] Use SerializeUsingVersionedStablehlo for PJRT API version 41+
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Split error_reporter dependency from tflite compiler sparsity
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Split error_reporter dependency from tflite compiler sparsity
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[XLA] Make CollectiveTransformationReorderer more deterministic.
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[XLA] Make CollectiveTransformationReorderer more deterministic.
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Remove redundant copy instructions at the end of `xla::ShardingPropagation`.
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Remove redundant copy instructions at the end of `xla::ShardingPropagation`. Copy instructions are usually converted from Sharding custom-calls by `ProcessShardingInstruction`. A copy instruction is redundant if it shares the same sharding with its operand.
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[xla] Add debug option flag xla_use_shardonnay.
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[xla] Add debug option flag xla_use_shardonnay. FUTURE_COPYBARA_INTEGRATE_REVIEW=https://github.com/openxla/xla/pull/12537 from Intel-tensorflow:sachin/softmax-axis de9d6bd36272962faf76077f594649d229bb727a
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[oneDNN][BugFix] Fix dtype utility function for F16 AVX2 DL extension
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Intel's Efficiency cores do not support AVX512 instructions. However, some of them do support lower precisions (BF16/FP16) by converting to and from FP32. Due to the lack of Byte and Word instruction set support, the current condition check always returns False, even on supporting E-cores. This PR fixes the condition to correctly return True on all compatible hardware.
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Remove align_corners attribute from composite lowering patterns for resize_nearest_neighbor.
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Remove align_corners attribute from composite lowering patterns for resize_nearest_neighbor. The align_corners attribute is not supported by JAX and PyTorch in the nearest mode, its only needed for TFLite resize_nearest_neighbor op. The math always matches with align_corners==False in TFLite. Reverts b55d4f19569e850cb11f27de8f7596a7bb6046d5
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[xla:cpu] Enable more tests to run with xla:cpu thunks runtime
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[xla:cpu] Enable more tests to run with xla:cpu thunks runtime
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[xla:cpu] Add support for outfeed to thunk runtime + enabled infeed/outfeed test in jax
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[xla:cpu] Emit globals for constants with thunks runtime
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[xla:cpu] Add RngGetAndUpdateStateThunk FUTURE_COPYBARA_INTEGRATE_REVIEW=https://github.com/openxla/xla/pull/13302 from openxla:fix_verifier_logging d174aac56c56bc61a146aafcb0c83e16a8154d06
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[xla:cpu] Add initial implementation of ThunkExecutor
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TFLite Select OPS aar build failed
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[ "I cleaned Bazel by running \"bazel clean --expunge\".\r\nThen the download warning didn't display anymore.\r\nBut the build failed with the same error.\r\nI checked \"dx.jar\" and it doesn't exist though." ]
"2024-06-03T22:14:17"
"2024-06-04T06:33:24"
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### Issue type Build/Install ### Have you reproduced the bug with TensorFlow Nightly? No ### Source source ### TensorFlow version tf 2.12 ### Custom code No ### OS platform and distribution Windows 10 ### Mobile device _No response_ ### Python version Python 3.11.9 ### Bazel version 5.3.0 ### GCC/compiler version _No response_ ### CUDA/cuDNN version _No response_ ### GPU model and memory _No response_ ### Current behavior? The TFLite model I use in my Android project must use TF Select OPS aar. So, I would like to reduce its size. Then, I tried to follow the [Set up build environment using Docker](https://www.tensorflow.org/lite/android/lite_build#set_up_build_environment_using_docker) link. But the build fails while running tensorflow/lite/tools/build_aar.sh. I note that some downloads got 404 responses. But I don't know if it's causing that issue. Could you please help me? Thanks. ### Standalone code to reproduce the issue ```shell 1. Run Docker build: docker build . -t tflite-builder -f tflite-android.Dockerfile 2. Run Docker container: docker run -it -v $PWD:/host_dir tflite-builder bash 3. Run SDK manager command: sdkmanager \ "build-tools;${ANDROID_BUILD_TOOLS_VERSION}" \ "platform-tools" \ "platforms;android-${ANDROID_API_LEVEL}" 4. Run ./configure: Please input the desired Python library path to use. Default is [/usr/lib/python3/dist-packages] /usr/local/lib/python3.11/dist-packages Do you wish to build TensorFlow with ROCm support? [y/N]: N No ROCm support will be enabled for TensorFlow. Do you wish to build TensorFlow with CUDA support? [y/N]: N No CUDA support will be enabled for TensorFlow. Do you wish to download a fresh release of clang? (Experimental) [y/N]: N Clang will not be downloaded. Please specify optimization flags to use during compilation when bazel option "--config=opt" is specified [Default is -Wno-sign-compare]: Would you like to interactively configure ./WORKSPACE for Android builds? [y/N]: y 2. Run build_aar.sh: bash tensorflow/lite/tools/build_aar.sh --input_models=model.tflite --target_archs=x86,x86_64,arm64-v8a,armeabi-v7a ``` ### Relevant log output ```shell +++ dirname tensorflow/lite/tools/build_aar.sh ++ cd tensorflow/lite/tools ++ pwd + SCRIPT_DIR=/tflite/tensorflow_src/tensorflow/lite/tools ++ cd /tflite/tensorflow_src/tensorflow/lite/tools/../../../ ++ pwd + ROOT_DIR=/tflite/tensorflow_src + TARGET_ARCHS=x86,x86_64,arm64-v8a,armeabi-v7a + '[' '!' -z ']' + '[' 2 -gt 4 ']' + for i in "$@" + case $i in + FLAG_MODELS=model.tflite + shift + for i in "$@" + case $i in + TARGET_ARCHS=x86,x86_64,arm64-v8a,armeabi-v7a + shift + cd /tflite/tensorflow_src + '[' '!' -f /tflite/tensorflow_src/.tf_configure.bazelrc ']' + grep -q ANDROID_SDK_HOME /tflite/tensorflow_src/.tf_configure.bazelrc + '[' -z model.tflite ']' + TMP_DIR=/tflite/tensorflow_src/tmp/ + rm -rf /tflite/tensorflow_src/tmp/ + mkdir -p /tflite/tensorflow_src/tmp/ + MODEL_NAMES= ++ echo model.tflite ++ sed 's/,/ /g' + for model in $(echo ${FLAG_MODELS} | sed "s/,/ /g") + cp model.tflite /tflite/tensorflow_src/tmp/ ++ basename model.tflite + MODEL_NAMES=,model.tflite + TFLITE_OPS_SRCS= ++ echo ++ sed 's/,/ /g' + generate_tflite_aar + pushd /tflite/tensorflow_src/tmp/ + message=('load("//tensorflow/lite:build_def.bzl", "tflite_custom_android_library")' 'load("//tensorflow/lite/java:aar_with_jni.bzl", "aar_with_jni")' '' 'tflite_custom_android_library(' ' name = "custom_tensorflowlite",') + message+=(' '$(generate_list_field "models" $MODEL_NAMES)) ++ generate_list_field models ,model.tflite ++ local name=models ++ local list_string=,model.tflite ++ list=('model.tflite') ++ local list ++ message=('models=[') ++ local message ++ for item in "${list[@]}" ++ message+=("\"$item\",") ++ message+=('],') ++ printf %s 'models=[' '"model.tflite",' '],' + message+=(' '$(generate_list_field "srcs" $TFLITE_OPS_SRCS)) ++ generate_list_field srcs ++ local name=srcs ++ local list_string= ++ list=() ++ local list ++ message=('srcs=[') ++ local message ++ message+=('],') ++ printf %s 'srcs=[' '],' + message+=(' '$(generate_list_field "deps" $FLAG_TFLITE_OPS_DEPS)) ++ generate_list_field deps ++ local name=deps ++ local list_string= ++ list=() ++ local list ++ message=('deps=[') ++ local message ++ message+=('],') ++ printf %s 'deps=[' '],' + message+=(')' '' 'aar_with_jni(' ' name = "tensorflow-lite",' ' android_library = ":custom_tensorflowlite",' ')' '') + printf '%s\n' 'load("//tensorflow/lite:build_def.bzl", "tflite_custom_android_library")' 'load("//tensorflow/lite/java:aar_with_jni.bzl", "aar_with_jni")' '' 'tflite_custom_android_library(' ' name = "custom_tensorflowlite",' ' models=["model.tflite",],' ' srcs=[],' ' deps=[],' ')' '' 'aar_with_jni(' ' name = "tensorflow-lite",' ' android_library = ":custom_tensorflowlite",' ')' '' + popd + bazel build -c opt --cxxopt=--std=c++17 --fat_apk_cpu=x86,x86_64,arm64-v8a,armeabi-v7a --define=xnn_enable_arm_fp16=false --host_crosstool_top=@bazel_tools//tools/cpp:toolchain //tmp:tensorflow-lite INFO: Options provided by the client: Inherited 'common' options: --isatty=1 --terminal_columns=209 INFO: Reading rc options for 'build' from /tflite/tensorflow_src/.bazelrc: Inherited 'common' options: --experimental_repo_remote_exec INFO: Reading rc options for 'build' from /etc/bazel.bazelrc: 'build' options: --action_env=DOCKER_CACHEBUSTER=1716682492038080941 --host_action_env=DOCKER_HOST_CACHEBUSTER=1716682492110646903 INFO: Reading rc options for 'build' from /tflite/tensorflow_src/.bazelrc: 'build' options: --define framework_shared_object=true --define tsl_protobuf_header_only=true --define=use_fast_cpp_protos=true --define=allow_oversize_protos=true --spawn_strategy=standalone -c opt --announce_rc --define=grpc_no_ares=true --noincompatible_remove_legacy_whole_archive --enable_platform_specific_config --define=with_xla_support=true --config=short_logs --config=v2 --define=no_aws_support=true --define=no_hdfs_support=true --experimental_cc_shared_library --experimental_link_static_libraries_once=false --incompatible_enforce_config_setting_visibility INFO: Reading rc options for 'build' from /tflite/tensorflow_src/.tf_configure.bazelrc: 'build' options: --action_env PYTHON_BIN_PATH=/usr/bin/python --action_env PYTHON_LIB_PATH=/usr/local/lib/python3.11/dist-packages --python_path=/usr/bin/python --action_env ANDROID_NDK_HOME=/android/ndk --action_env ANDROID_NDK_API_LEVEL=21 --action_env ANDROID_BUILD_TOOLS_VERSION=31.0.0 --action_env ANDROID_SDK_API_LEVEL=23 --action_env ANDROID_SDK_HOME=/android/sdk INFO: Reading rc options for 'build' from /tflite/tensorflow_src/.bazelrc: 'build' options: --deleted_packages=tensorflow/compiler/mlir/tfrt,tensorflow/compiler/mlir/tfrt/benchmarks,tensorflow/compiler/mlir/tfrt/jit/python_binding,tensorflow/compiler/mlir/tfrt/jit/transforms,tensorflow/compiler/mlir/tfrt/python_tests,tensorflow/compiler/mlir/tfrt/tests,tensorflow/compiler/mlir/tfrt/tests/ir,tensorflow/compiler/mlir/tfrt/tests/analysis,tensorflow/compiler/mlir/tfrt/tests/jit,tensorflow/compiler/mlir/tfrt/tests/lhlo_to_tfrt,tensorflow/compiler/mlir/tfrt/tests/lhlo_to_jitrt,tensorflow/compiler/mlir/tfrt/tests/tf_to_corert,tensorflow/compiler/mlir/tfrt/tests/tf_to_tfrt_data,tensorflow/compiler/mlir/tfrt/tests/saved_model,tensorflow/compiler/mlir/tfrt/transforms/lhlo_gpu_to_tfrt_gpu,tensorflow/core/runtime_fallback,tensorflow/core/runtime_fallback/conversion,tensorflow/core/runtime_fallback/kernel,tensorflow/core/runtime_fallback/opdefs,tensorflow/core/runtime_fallback/runtime,tensorflow/core/runtime_fallback/util,tensorflow/core/tfrt/eager,tensorflow/core/tfrt/eager/backends/cpu,tensorflow/core/tfrt/eager/backends/gpu,tensorflow/core/tfrt/eager/core_runtime,tensorflow/core/tfrt/eager/cpp_tests/core_runtime,tensorflow/core/tfrt/gpu,tensorflow/core/tfrt/run_handler_thread_pool,tensorflow/core/tfrt/runtime,tensorflow/core/tfrt/saved_model,tensorflow/core/tfrt/graph_executor,tensorflow/core/tfrt/saved_model/tests,tensorflow/core/tfrt/tpu,tensorflow/core/tfrt/utils INFO: Found applicable config definition build:short_logs in file /tflite/tensorflow_src/.bazelrc: --output_filter=DONT_MATCH_ANYTHING INFO: Found applicable config definition build:v2 in file /tflite/tensorflow_src/.bazelrc: --define=tf_api_version=2 --action_env=TF2_BEHAVIOR=1 INFO: Found applicable config definition build:linux in file /tflite/tensorflow_src/.bazelrc: --host_copt=-w --copt=-Wno-all --copt=-Wno-extra --copt=-Wno-deprecated --copt=-Wno-deprecated-declarations --copt=-Wno-ignored-attributes --copt=-Wno-array-bounds --copt=-Wunused-result --copt=-Werror=unused-result --copt=-Wswitch --copt=-Werror=switch --copt=-Wno-error=unused-but-set-variable --define=PREFIX=/usr --define=LIBDIR=$(PREFIX)/lib --define=INCLUDEDIR=$(PREFIX)/include --define=PROTOBUF_INCLUDE_PATH=$(PREFIX)/include --cxxopt=-std=c++17 --host_cxxopt=-std=c++17 --config=dynamic_kernels --distinct_host_configuration=false --experimental_guard_against_concurrent_changes INFO: Found applicable config definition build:dynamic_kernels in file /tflite/tensorflow_src/.bazelrc: --define=dynamic_loaded_kernels=true --copt=-DAUTOLOAD_DYNAMIC_KERNELS WARNING: Download from https://storage.googleapis.com/mirror.tensorflow.org/github.com/llvm/llvm-project/archive/10939d1d580b9d3c9c2f3539c6bdb39f408179c0.tar.gz failed: class java.io.FileNotFoundException GET returned 404 Not Found WARNING: Download from https://storage.googleapis.com/mirror.tensorflow.org/github.com/tensorflow/runtime/archive/91d765cad5599f9710973d3e34d4dc22583e2e79.tar.gz failed: class java.io.FileNotFoundException GET returned 404 Not Found WARNING: Download from https://mirror.bazel.build/github.com/bazelbuild/rules_cc/archive/081771d4a0e9d7d3aa0eed2ef389fa4700dfb23e.tar.gz failed: class java.io.FileNotFoundException GET returned 404 Not Found WARNING: Download from https://storage.googleapis.com/mirror.tensorflow.org/github.com/google/XNNPACK/archive/659147817805d17c7be2d60bd7bbca7e780f9c82.zip failed: class java.io.FileNotFoundException GET returned 404 Not Found INFO: Analyzed target //tmp:tensorflow-lite (1 packages loaded, 32 targets configured). INFO: Found 1 target... ERROR: /root/.cache/bazel/_bazel_root/9b2f34fb77985aeef7d030c85de5771e/external/androidsdk/BUILD.bazel:13:25: Extracting interface @androidsdk//:dx_jar_import failed: missing input file 'external/androidsdk/build-tools/31.0.0/lib/dx.jar', owner: '@androidsdk//:build-tools/31.0.0/lib/dx.jar' ERROR: /root/.cache/bazel/_bazel_root/9b2f34fb77985aeef7d030c85de5771e/external/androidsdk/BUILD.bazel:13:25: Extracting interface @androidsdk//:dx_jar_import failed: 1 input file(s) do not exist Target //tmp:tensorflow-lite failed to build Use --verbose_failures to see the command lines of failed build steps. ERROR: /root/.cache/bazel/_bazel_root/9b2f34fb77985aeef7d030c85de5771e/external/androidsdk/BUILD.bazel:13:25 Extracting interface @androidsdk//:dx_jar_import failed: 1 input file(s) do not exist INFO: Elapsed time: 0.446s, Critical Path: 0.02s INFO: 10 processes: 10 internal. FAILED: Build did NOT complete successfully ```
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Write data immediately in TFLite XNNPack delegate weight cache.
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Write data immediately in TFLite XNNPack delegate weight cache.
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[tflite] Add composite lowering for aten.gelu
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[tflite] Add composite lowering for aten.gelu
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Legalize shape.shape_of on 0-ranked tensor
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Legalize shape.shape_of on 0-ranked tensor
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Return struct from IsSupportedF8Pattern in gemm_rewriter.cc
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"2024-06-03T21:13:00"
"2024-06-06T21:21:52"
"2024-06-06T21:21:50"
NONE
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Return struct from IsSupportedF8Pattern in gemm_rewriter.cc This makes no functional changes. Now IsSupportedF8Pattern returns a struct instead of returning values through pass-by-reference parameters. IsSupportedF8Pattern is also renamed to MatchFp8Param.
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Consolidate `EnterOpMetadata` logic for op metrics db population
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"2024-06-03T20:46:33"
"2024-06-03T21:38:50"
"2024-06-03T21:38:50"
NONE
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Consolidate `EnterOpMetadata` logic for op metrics db population
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Added hashing to HloOperandIndex.
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"2024-06-03T20:25:45"
"2024-06-06T21:29:39"
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NONE
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Added hashing to HloOperandIndex.
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Move StreamExecutor declaration into stream_executor.h, and restructure stream_executor BUILD file to have smaller, focused cc_library targets.
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"2024-06-03T20:23:51"
"2024-06-04T19:41:04"
"2024-06-04T19:41:03"
NONE
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Move StreamExecutor declaration into stream_executor.h, and restructure stream_executor BUILD file to have smaller, focused cc_library targets. Reverts dbf3cd351cdac416d635a9725746f4bcd96ffd83
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Reverts b55d4f19569e850cb11f27de8f7596a7bb6046d5
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"2024-06-03T20:23:11"
"2024-06-03T20:23:12"
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Reverts b55d4f19569e850cb11f27de8f7596a7bb6046d5
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Remove exports_files from stream_executor/BUILD.
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"2024-06-03T20:20:25"
"2024-06-03T23:10:52"
"2024-06-03T23:10:52"
NONE
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Remove exports_files from stream_executor/BUILD.
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[xla:tpu:sdy] Replace xla_tpu_use_shardonnay with xla_use_shardonnay.
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[xla:tpu:sdy] Replace xla_tpu_use_shardonnay with xla_use_shardonnay.
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[xla:gpu] Get correct slice assigned to dynamic-update-slice result
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"2024-06-03T19:49:09"
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[xla:gpu] Get correct slice assigned to dynamic-update-slice result
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Rewrite colocation_predecessor_trees_pass.
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"2024-06-03T19:32:30"
"2024-06-04T21:37:21"
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Rewrite colocation_predecessor_trees_pass. The new implementation propagate the colocation information from the specific pattern which are generated based on ICI weight distribution for TF2/min in MLIR bridge.
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[XLA:GPU] Fix an OOB access bug in `HloFusionAdaptor::GetParameters()`.
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"2024-06-03T18:33:40"
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NONE
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[XLA:GPU] Fix an OOB access bug in `HloFusionAdaptor::GetParameters()`. When considering a `SingleInstructionFusion` that is also a parameter instruction, the parameter number enclosed within that instruction refers to the parent computation. As a result, we shouldn't try to access its operands, but simply enqueue the instruction itself as a parameter to skip.
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Modify DirectPluginOpKernelContext constructor to get more type safety
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Modify DirectPluginOpKernelContext constructor to get more type safety Reverts a01c5c6252ae859c18ad1e489981d867a3c4b519
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Integrate LLVM at llvm/llvm-project@ae8627809076
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"2024-06-03T18:26:56"
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Integrate LLVM at llvm/llvm-project@ae8627809076 Updates LLVM usage to match [ae8627809076](https://github.com/llvm/llvm-project/commit/ae8627809076)
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69,064
Update XLA's warnings.bazelrc with `--copt=-Wno-nullability-completeness`
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Update XLA's warnings.bazelrc with `--copt=-Wno-nullability-completeness`
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Add deadline for server shutdown to forcefully cancel pending RPCs.
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Add deadline for server shutdown to forcefully cancel pending RPCs.
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Skip using temp files/folders when save tensor and new checkpoint.
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Skip using temp files/folders when save tensor and new checkpoint.
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[xla:gpu] Strength-reduce dots that are too small
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"2024-06-03T17:27:13"
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[xla:gpu] Strength-reduce dots that are too small
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Reverts 1a4ab9f315952c4c0082eb6b721525fb7cec416d
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Reverts 1a4ab9f315952c4c0082eb6b721525fb7cec416d
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Let derived classes access helper methods in StreamCommon.
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Let derived classes access helper methods in StreamCommon.
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PR #13058: Use `BufferF32` instead of `Buffer` in GPU FFI example
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PR #13058: Use `BufferF32` instead of `Buffer` in GPU FFI example Imported from GitHub PR https://github.com/openxla/xla/pull/13058 Copybara import of the project: -- 5db8e9ecb4becd69cab0381c5142058697afadb5 by Andrey Portnoy <aportnoy@nvidia.com>: Use `BufferF32` instead of `Buffer` in GPU FFI example Merging this change closes #13058 FUTURE_COPYBARA_INTEGRATE_REVIEW=https://github.com/openxla/xla/pull/13058 from openxla:aportnoy/fix-ffi-docs-buffer 5db8e9ecb4becd69cab0381c5142058697afadb5
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[XLA:GPU] Re-populate `gpu_compiler_test_autotune_db.textproto` appropriately.
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[XLA:GPU] Re-populate `gpu_compiler_test_autotune_db.textproto` appropriately. This fixes `GpuCompilerTest.GemmFusionIsNoOpWhenGemmFusionAutotunerFallsBackToCublas`. We also enforce a check that all the autotuning results are pre-loaded from `gpu_compiler_test_autotune_db.textproto`, which will give us a better error message (and a deterministic failure) should such an issue come up again. We also disable the test pre-Ampere, since we did not generate autotuning results below sm80.
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Fix a failure of hash function with Numpy2.0.
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Fix a failure of hash function with Numpy2.0.
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[xla:cpu] Add a library for running microbenchmarks written in HLO
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[xla:cpu] Add a library for running microbenchmarks written in HLO
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Aborted in `tf.reduce_mean` occurs when gpu is not available
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[ "I pulled the latest tensorflow through docker again and then after running the code, the results were the same with the following output:\r\n![image](https://github.com/tensorflow/tensorflow/assets/165141765/93bc4ce6-2291-4746-994d-3cbffaca7413)\r\n", "@x0w3n,\r\nI tried to execute the mentioned code on tensorflow v2.15, v2.16, tf-nightly on GPU and CPU with colab and other Linux environement, and observed that it is not anorted as mentioned, and it is providing the error message which was expected. Kindly find the [gists](https://colab.research.google.com/gist/tilakrayal/50b10e56330c9696ebd84b5a73ab0c99/untitled1928.ipynb) of [both](https://colab.research.google.com/gist/tilakrayal/26ebf14f312cebe9203bcf8d56560d06/untitled1927.ipynb) environments and the error log of the linux environments as well.\r\n\r\n```python\r\n2024-06-04 12:14:55.608481: W tensorflow/compiler/tf2tensorrt/utils/py_utils.cc:38] TF-TRT Warning: Could not find TensorRT\r\ntensorflow version: 2.16.1\r\nWARNING:tensorflow:From /home/tilakrayal/mbn.py:4: is_gpu_available (from tensorflow.python.framework.test_util) is deprecated and will be removed in a future version.\r\nInstructions for updating:\r\nUse `tf.config.list_physical_devices('GPU')` instead.\r\ngpu available:False\r\n************\r\n2024-06-04 12:14:56.512379: W tensorflow/core/framework/op_kernel.cc:1839] OP_REQUIRES failed at conv_ops_impl.h:668 : INVALID_ARGUMENT: convolution input must be 4-dimensional: [100]\r\n2024-06-04 12:14:56.512466: W tensorflow/core/framework/local_rendezvous.cc:404] Local rendezvous is aborting with status: INVALID_ARGUMENT: convolution input must be 4-dimensional: [100]\r\nTraceback (most recent call last):\r\n File \"/home/tilakrayal/mbn.py\", line 9, in <module>\r\n y = tf.nn.conv2d(x_data, Weights, strides=[1, 1, 1, 1], padding='SAME')\r\n File \"/home/tilakrayal/miniconda3/envs/tf/lib/python3.10/site-packages/tensorflow/python/util/traceback_utils.py\", line 153, in error_handler\r\n raise e.with_traceback(filtered_tb) from None\r\n File \"/home/tilakrayal/miniconda3/envs/tf/lib/python3.10/site-packages/tensorflow/python/framework/ops.py\", line 5983, in raise_from_not_ok_status\r\n raise core._status_to_exception(e) from None # pylint: disable=protected-access\r\ntensorflow.python.framework.errors_impl.InvalidArgumentError: {{function_node __wrapped__Conv2D_device_/job:localhost/replica:0/task:0/device:CPU:0}} convolution input must be 4-dimensional: [100] [Op:Conv2D] name: \r\n```\r\n\r\n", "Thank you! I've noticed this. I ran the code in colab and it really didn't trigger a crash. and pulled the latest tensorflow and ran the code using docker on a new physical machine (no gpu) and it didn't trigger a crash either. however, on my original machine(with gpu but installed tensorflow-cpu version ) I still got an error running this string of code. Here's the environment info I've gathered, hope it's useful.\r\n\r\n```\r\n== check python ===================================================\r\n\r\n== check os platform ===============================================\r\n\r\n== are we in docker =============================================\r\nYes\r\n\r\n== compiler =====================================================\r\n./tf_env_collect.sh: line 102: c++: command not found\r\n\r\n== check pips ===================================================\r\nnumpy 1.26.4\r\nnumpydoc 1.4.0\r\nprotobuf 4.25.3\r\ntensorflow 2.15.0\r\ntensorflow-estimator 2.15.0\r\ntensorflow-io-gcs-filesystem 0.37.0\r\n\r\n== check for virtualenv =========================================\r\n\r\n== tensorflow import ============================================\r\n./tf_env_collect.sh: line 127: Cannot: command not found\r\n\r\n== env ==========================================================\r\nLD_LIBRARY_PATH is unset\r\nDYLD_LIBRARY_PATH is unset\r\n\r\n== nvidia-smi ===================================================\r\n./tf_env_collect.sh: line 147: nvidia-smi: command not found\r\n\r\n== cuda libs ===================================================\r\n\r\n== tensorflow installed from info ==================\r\nName: tensorflow\r\nVersion: 2.15.0\r\nSummary: TensorFlow is an open source machine learning framework for everyone.\r\nHome-page: https://www.tensorflow.org/\r\nAuthor-email: packages@tensorflow.org\r\nLicense: Apache 2.0\r\nLocation: /root/anaconda3/lib/python3.9/site-packages\r\nRequired-by:\r\n\r\n== python version ==============================================\r\n(major, minor, micro, releaselevel, serial)\r\n(3, 9, 13, 'final', 0)\r\n\r\n== bazel version ===============================================\r\n\r\n== check python ===================================================\r\npython version: 3.11.0rc1\r\npython branch:\r\npython build version: ('main', 'Aug 12 2022 10:02:14')\r\npython compiler version: GCC 11.2.0\r\npython implementation: CPython\r\n\r\n\r\n== check os platform ===============================================\r\n\r\n== are we in docker =============================================\r\nYes\r\n\r\n== compiler =====================================================\r\nc++ (Ubuntu 11.4.0-1ubuntu1~22.04) 11.4.0\r\nCopyright (C) 2021 Free Software Foundation, Inc.\r\nThis is free software; see the source for copying conditions. There is NO\r\nwarranty; not even for MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.\r\n\r\n\r\n== check pips ===================================================\r\nnumpy 1.26.4\r\nprotobuf 4.25.3\r\ntensorflow-cpu 2.16.1\r\ntensorflow-io-gcs-filesystem 0.36.0\r\n\r\n== check for virtualenv =========================================\r\nFalse\r\n\r\n== tensorflow import ============================================\r\ntf.version.VERSION = 2.16.1\r\ntf.version.GIT_VERSION = v2.16.1-0-g5bc9d26649c\r\ntf.version.COMPILER_VERSION = Ubuntu Clang 17.0.6 (++20231208085846+6009708b4367-1~exp1~20231208085949.74)\r\n 115: find library=libm.so.6 [0]; searching\r\n 115: search cache=/etc/ld.so.cache\r\n 115: trying file=/lib/x86_64-linux-gnu/libm.so.6\r\n 115:\r\n 115: find library=libz.so.1 [0]; searching\r\n 115: search cache=/etc/ld.so.cache\r\n 115: trying file=/lib/x86_64-linux-gnu/libz.so.1\r\n 115:\r\n 115: find library=libexpat.so.1 [0]; searching\r\n 115: search cache=/etc/ld.so.cache\r\n 115: trying file=/lib/x86_64-linux-gnu/libexpat.so.1\r\n 115:\r\n 115: find library=libc.so.6 [0]; searching\r\n 115: search cache=/etc/ld.so.cache\r\n 115: trying file=/lib/x86_64-linux-gnu/libc.so.6\r\n 115:\r\n 115:\r\n 115: calling init: /lib64/ld-linux-x86-64.so.2\r\n 115:\r\n 115:\r\n 115: calling init: /lib/x86_64-linux-gnu/libc.so.6\r\n 115:\r\n 115:\r\n 115: calling init: /lib/x86_64-linux-gnu/libexpat.so.1\r\n 115:\r\n 115:\r\n 115: calling init: /lib/x86_64-linux-gnu/libz.so.1\r\n 115:\r\n 115:\r\n 115: calling init: /lib/x86_64-linux-gnu/libm.so.6\r\n 115:\r\n 115:\r\n 115: initialize program: /usr/bin/python\r\n 115:\r\n 115:\r\n 115: transferring control: /usr/bin/python\r\n 115:\r\n 115: find library=libbz2.so.1.0 [0]; searching\r\n 115: search cache=/etc/ld.so.cache\r\n 115: trying file=/lib/x86_64-linux-gnu/libbz2.so.1.0\r\n 115:\r\n 115:\r\n 115: calling init: /lib/x86_64-linux-gnu/libbz2.so.1.0\r\n 115:\r\n 115:\r\n 115: calling init: /usr/lib/python3.11/lib-dynload/_bz2.cpython-311-x86_64-linux-gnu.so\r\n 115:\r\n 115: find library=liblzma.so.5 [0]; searching\r\n 115: search cache=/etc/ld.so.cache\r\n 115: trying file=/lib/x86_64-linux-gnu/liblzma.so.5\r\n 115:\r\n 115:\r\n 115: calling init: /lib/x86_64-linux-gnu/liblzma.so.5\r\n 115:\r\n 115:\r\n 115: calling init: /usr/lib/python3.11/lib-dynload/_lzma.cpython-311-x86_64-linux-gnu.so\r\n 115:\r\n 115:\r\n 115: calling init: /usr/lib/python3.11/lib-dynload/_typing.cpython-311-x86_64-linux-gnu.so\r\n 115:\r\n 115:\r\n 115: calling init: /usr/lib/python3.11/lib-dynload/_queue.cpython-311-x86_64-linux-gnu.so\r\n 115:\r\n 115:\r\n 115: calling init: /usr/lib/python3.11/lib-dynload/_json.cpython-311-x86_64-linux-gnu.so\r\n 115:\r\n 115: find library=libdl.so.2 [0]; searching\r\n 115: search path=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/glibc-hwcaps/x86-64-v3:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/glibc-hwcaps/x86-64-v2:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/tls/haswell/x86_64:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/tls/haswell:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/tls/x86_64:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/tls:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/haswell/x86_64:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/haswell:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/x86_64:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../glibc-hwcaps/x86-64-v3:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../glibc-hwcaps/x86-64-v2:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../tls/haswell/x86_64:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../tls/haswell:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../tls/x86_64:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../tls:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../haswell/x86_64:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../haswell:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../x86_64:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/..:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../glibc-hwcaps/x86-64-v3:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../glibc-hwcaps/x86-64-v2:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../tls/haswell/x86_64:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../tls/haswell:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../tls/x86_64:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../tls:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../haswell/x86_64:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../haswell:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../x86_64:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../.. (RUNPATH from file /usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/_pywrap_tf2.so)\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/glibc-hwcaps/x86-64-v3/libdl.so.2\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/glibc-hwcaps/x86-64-v2/libdl.so.2\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/tls/haswell/x86_64/libdl.so.2\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/tls/haswell/libdl.so.2\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/tls/x86_64/libdl.so.2\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/tls/libdl.so.2\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/haswell/x86_64/libdl.so.2\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/haswell/libdl.so.2\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/x86_64/libdl.so.2\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/libdl.so.2\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../glibc-hwcaps/x86-64-v3/libdl.so.2\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../glibc-hwcaps/x86-64-v2/libdl.so.2\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../tls/haswell/x86_64/libdl.so.2\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../tls/haswell/libdl.so.2\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../tls/x86_64/libdl.so.2\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../tls/libdl.so.2\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../haswell/x86_64/libdl.so.2\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../haswell/libdl.so.2\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../x86_64/libdl.so.2\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../libdl.so.2\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../glibc-hwcaps/x86-64-v3/libdl.so.2\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../glibc-hwcaps/x86-64-v2/libdl.so.2\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../tls/haswell/x86_64/libdl.so.2\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../tls/haswell/libdl.so.2\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../tls/x86_64/libdl.so.2\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../tls/libdl.so.2\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../haswell/x86_64/libdl.so.2\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../haswell/libdl.so.2\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../x86_64/libdl.so.2\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../libdl.so.2\r\n 115: search cache=/etc/ld.so.cache\r\n 115: trying file=/lib/x86_64-linux-gnu/libdl.so.2\r\n 115:\r\n 115: find library=libpthread.so.0 [0]; searching\r\n 115: search path=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/..:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../.. (RUNPATH from file /usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/_pywrap_tf2.so)\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/libpthread.so.0\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../libpthread.so.0\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../libpthread.so.0\r\n 115: search cache=/etc/ld.so.cache\r\n 115: trying file=/lib/x86_64-linux-gnu/libpthread.so.0\r\n 115:\r\n 115: find library=libstdc++.so.6 [0]; searching\r\n 115: search path=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/..:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../.. (RUNPATH from file /usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/_pywrap_tf2.so)\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/libstdc++.so.6\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../libstdc++.so.6\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../libstdc++.so.6\r\n 115: search cache=/etc/ld.so.cache\r\n 115: trying file=/lib/x86_64-linux-gnu/libstdc++.so.6\r\n 115:\r\n 115: find library=libgcc_s.so.1 [0]; searching\r\n 115: search path=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/..:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../.. (RUNPATH from file /usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/_pywrap_tf2.so)\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/libgcc_s.so.1\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../libgcc_s.so.1\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../libgcc_s.so.1\r\n 115: search cache=/etc/ld.so.cache\r\n 115: trying file=/lib/x86_64-linux-gnu/libgcc_s.so.1\r\n 115:\r\n 115:\r\n 115: calling init: /lib/x86_64-linux-gnu/libgcc_s.so.1\r\n 115:\r\n 115:\r\n 115: calling init: /lib/x86_64-linux-gnu/libstdc++.so.6\r\n 115:\r\n 115:\r\n 115: calling init: /lib/x86_64-linux-gnu/libpthread.so.0\r\n 115:\r\n 115:\r\n 115: calling init: /lib/x86_64-linux-gnu/libdl.so.2\r\n 115:\r\n 115:\r\n 115: calling init: /usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/_pywrap_tf2.so\r\n 115:\r\n 115:\r\n 115: calling init: /usr/lib/python3.11/lib-dynload/termios.cpython-311-x86_64-linux-gnu.so\r\n 115:\r\n 115: find library=libopenblas64_p-r0-0cf96a72.3.23.dev.so [0]; searching\r\n 115: search path=/usr/local/lib/python3.11/dist-packages/numpy/core/../../numpy.libs/glibc-hwcaps/x86-64-v3:/usr/local/lib/python3.11/dist-packages/numpy/core/../../numpy.libs/glibc-hwcaps/x86-64-v2:/usr/local/lib/python3.11/dist-packages/numpy/core/../../numpy.libs/tls/haswell/x86_64:/usr/local/lib/python3.11/dist-packages/numpy/core/../../numpy.libs/tls/haswell:/usr/local/lib/python3.11/dist-packages/numpy/core/../../numpy.libs/tls/x86_64:/usr/local/lib/python3.11/dist-packages/numpy/core/../../numpy.libs/tls:/usr/local/lib/python3.11/dist-packages/numpy/core/../../numpy.libs/haswell/x86_64:/usr/local/lib/python3.11/dist-packages/numpy/core/../../numpy.libs/haswell:/usr/local/lib/python3.11/dist-packages/numpy/core/../../numpy.libs/x86_64:/usr/local/lib/python3.11/dist-packages/numpy/core/../../numpy.libs (RPATH from file /usr/local/lib/python3.11/dist-packages/numpy/core/_multiarray_umath.cpython-311-x86_64-linux-gnu.so)\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/numpy/core/../../numpy.libs/glibc-hwcaps/x86-64-v3/libopenblas64_p-r0-0cf96a72.3.23.dev.so\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/numpy/core/../../numpy.libs/glibc-hwcaps/x86-64-v2/libopenblas64_p-r0-0cf96a72.3.23.dev.so\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/numpy/core/../../numpy.libs/tls/haswell/x86_64/libopenblas64_p-r0-0cf96a72.3.23.dev.so\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/numpy/core/../../numpy.libs/tls/haswell/libopenblas64_p-r0-0cf96a72.3.23.dev.so\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/numpy/core/../../numpy.libs/tls/x86_64/libopenblas64_p-r0-0cf96a72.3.23.dev.so\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/numpy/core/../../numpy.libs/tls/libopenblas64_p-r0-0cf96a72.3.23.dev.so\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/numpy/core/../../numpy.libs/haswell/x86_64/libopenblas64_p-r0-0cf96a72.3.23.dev.so\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/numpy/core/../../numpy.libs/haswell/libopenblas64_p-r0-0cf96a72.3.23.dev.so\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/numpy/core/../../numpy.libs/x86_64/libopenblas64_p-r0-0cf96a72.3.23.dev.so\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/numpy/core/../../numpy.libs/libopenblas64_p-r0-0cf96a72.3.23.dev.so\r\n 115:\r\n 115: find library=libgfortran-040039e1.so.5.0.0 [0]; searching\r\n 115: search path=/usr/local/lib/python3.11/dist-packages/numpy/core/../../numpy.libs (RPATH from file /usr/local/lib/python3.11/dist-packages/numpy/core/_multiarray_umath.cpython-311-x86_64-linux-gnu.so)\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/numpy/core/../../numpy.libs/libgfortran-040039e1.so.5.0.0\r\n 115:\r\n 115: find library=libquadmath-96973f99.so.0.0.0 [0]; searching\r\n 115: search path=/usr/local/lib/python3.11/dist-packages/numpy/core/../../numpy.libs (RPATH from file /usr/local/lib/python3.11/dist-packages/numpy/core/_multiarray_umath.cpython-311-x86_64-linux-gnu.so)\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/numpy/core/../../numpy.libs/libquadmath-96973f99.so.0.0.0\r\n 115:\r\n 115:\r\n 115: calling init: /usr/local/lib/python3.11/dist-packages/numpy/core/../../numpy.libs/libquadmath-96973f99.so.0.0.0\r\n 115:\r\n 115:\r\n 115: calling init: /usr/local/lib/python3.11/dist-packages/numpy/core/../../numpy.libs/libgfortran-040039e1.so.5.0.0\r\n 115:\r\n 115:\r\n 115: calling init: /usr/local/lib/python3.11/dist-packages/numpy/core/../../numpy.libs/libopenblas64_p-r0-0cf96a72.3.23.dev.so\r\n 115:\r\n 115:\r\n 115: calling init: /usr/local/lib/python3.11/dist-packages/numpy/core/_multiarray_umath.cpython-311-x86_64-linux-gnu.so\r\n 115:\r\n 115:\r\n 115: calling init: /usr/lib/python3.11/lib-dynload/_contextvars.cpython-311-x86_64-linux-gnu.so\r\n 115:\r\n 115:\r\n 115: calling init: /usr/local/lib/python3.11/dist-packages/numpy/core/_multiarray_tests.cpython-311-x86_64-linux-gnu.so\r\n 115:\r\n 115: find library=libffi.so.8 [0]; searching\r\n 115: search cache=/etc/ld.so.cache\r\n 115: trying file=/lib/x86_64-linux-gnu/libffi.so.8\r\n 115:\r\n 115:\r\n 115: calling init: /lib/x86_64-linux-gnu/libffi.so.8\r\n 115:\r\n 115:\r\n 115: calling init: /usr/lib/python3.11/lib-dynload/_ctypes.cpython-311-x86_64-linux-gnu.so\r\n 115:\r\n 115:\r\n 115: calling init: /usr/local/lib/python3.11/dist-packages/numpy/linalg/_umath_linalg.cpython-311-x86_64-linux-gnu.so\r\n 115:\r\n 115:\r\n 115: calling init: /usr/local/lib/python3.11/dist-packages/numpy/fft/_pocketfft_internal.cpython-311-x86_64-linux-gnu.so\r\n 115:\r\n 115:\r\n 115: calling init: /usr/local/lib/python3.11/dist-packages/numpy/random/mtrand.cpython-311-x86_64-linux-gnu.so\r\n 115:\r\n 115:\r\n 115: calling init: /usr/local/lib/python3.11/dist-packages/numpy/random/bit_generator.cpython-311-x86_64-linux-gnu.so\r\n 115:\r\n 115:\r\n 115: calling init: /usr/local/lib/python3.11/dist-packages/numpy/random/_common.cpython-311-x86_64-linux-gnu.so\r\n 115:\r\n 115: find library=libcrypto.so.3 [0]; searching\r\n 115: search cache=/etc/ld.so.cache\r\n 115: trying file=/lib/x86_64-linux-gnu/libcrypto.so.3\r\n 115:\r\n 115:\r\n 115: calling init: /lib/x86_64-linux-gnu/libcrypto.so.3\r\n 115:\r\n 115:\r\n 115: calling init: /usr/lib/python3.11/lib-dynload/_hashlib.cpython-311-x86_64-linux-gnu.so\r\n 115:\r\n 115:\r\n 115: calling init: /usr/local/lib/python3.11/dist-packages/numpy/random/_bounded_integers.cpython-311-x86_64-linux-gnu.so\r\n 115:\r\n 115:\r\n 115: calling init: /usr/local/lib/python3.11/dist-packages/numpy/random/_mt19937.cpython-311-x86_64-linux-gnu.so\r\n 115:\r\n 115:\r\n 115: calling init: /usr/local/lib/python3.11/dist-packages/numpy/random/_philox.cpython-311-x86_64-linux-gnu.so\r\n 115:\r\n 115:\r\n 115: calling init: /usr/local/lib/python3.11/dist-packages/numpy/random/_pcg64.cpython-311-x86_64-linux-gnu.so\r\n 115:\r\n 115:\r\n 115: calling init: /usr/local/lib/python3.11/dist-packages/numpy/random/_sfc64.cpython-311-x86_64-linux-gnu.so\r\n 115:\r\n 115:\r\n 115: calling init: /usr/local/lib/python3.11/dist-packages/numpy/random/_generator.cpython-311-x86_64-linux-gnu.so\r\n 115:\r\n 115:\r\n 115:\r\n 115: find library=libssl.so.3 [0]; searching\r\n 115: search cache=/etc/ld.so.cache\r\n 115: trying file=/lib/x86_64-linux-gnu/libssl.so.3\r\n 115:\r\n 115:\r\n 115: calling init: /lib/x86_64-linux-gnu/libssl.so.3\r\n 115:\r\n 115:\r\n 115: calling init: /usr/lib/python3.11/lib-dynload/_ssl.cpython-311-x86_64-linux-gnu.so\r\n 115:\r\n 115: find library=libtensorflow_framework.so.2 [0]; searching\r\n 115: search path=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../../_solib_local/_U_S_Stensorflow_Clibtensorflow_Uframework_Uimport_Ulib___Utensorflow/glibc-hwcaps/x86-64-v3:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../../_solib_local/_U_S_Stensorflow_Clibtensorflow_Uframework_Uimport_Ulib___Utensorflow/glibc-hwcaps/x86-64-v2:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../../_solib_local/_U_S_Stensorflow_Clibtensorflow_Uframework_Uimport_Ulib___Utensorflow/tls/haswell/x86_64:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../../_solib_local/_U_S_Stensorflow_Clibtensorflow_Uframework_Uimport_Ulib___Utensorflow/tls/haswell:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../../_solib_local/_U_S_Stensorflow_Clibtensorflow_Uframework_Uimport_Ulib___Utensorflow/tls/x86_64:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../../_solib_local/_U_S_Stensorflow_Clibtensorflow_Uframework_Uimport_Ulib___Utensorflow/tls:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../../_solib_local/_U_S_Stensorflow_Clibtensorflow_Uframework_Uimport_Ulib___Utensorflow/haswell/x86_64:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../../_solib_local/_U_S_Stensorflow_Clibtensorflow_Uframework_Uimport_Ulib___Utensorflow/haswell:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../../_solib_local/_U_S_Stensorflow_Clibtensorflow_Uframework_Uimport_Ulib___Utensorflow/x86_64:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../../_solib_local/_U_S_Stensorflow_Clibtensorflow_Uframework_Uimport_Ulib___Utensorflow:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/_pywrap_cpu_feature_guard.so.runfiles/org_tensorflow/_solib_local/_U_S_Stensorflow_Clibtensorflow_Uframework_Uimport_Ulib___Utensorflow/glibc-hwcaps/x86-64-v3:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/_pywrap_cpu_feature_guard.so.runfiles/org_tensorflow/_solib_local/_U_S_Stensorflow_Clibtensorflow_Uframework_Uimport_Ulib___Utensorflow/glibc-hwcaps/x86-64-v2:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/_pywrap_cpu_feature_guard.so.runfiles/org_tensorflow/_solib_local/_U_S_Stensorflow_Clibtensorflow_Uframework_Uimport_Ulib___Utensorflow/tls/haswell/x86_64:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/_pywrap_cpu_feature_guard.so.runfiles/org_tensorflow/_solib_local/_U_S_Stensorflow_Clibtensorflow_Uframework_Uimport_Ulib___Utensorflow/tls/haswell:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/_pywrap_cpu_feature_guard.so.runfiles/org_tensorflow/_solib_local/_U_S_Stensorflow_Clibtensorflow_Uframework_Uimport_Ulib___Utensorflow/tls/x86_64:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/_pywrap_cpu_feature_guard.so.runfiles/org_tensorflow/_solib_local/_U_S_Stensorflow_Clibtensorflow_Uframework_Uimport_Ulib___Utensorflow/tls:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/_pywrap_cpu_feature_guard.so.runfiles/org_tensorflow/_solib_local/_U_S_Stensorflow_Clibtensorflow_Uframework_Uimport_Ulib___Utensorflow/haswell/x86_64:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/_pywrap_cpu_feature_guard.so.runfiles/org_tensorflow/_solib_local/_U_S_Stensorflow_Clibtensorflow_Uframework_Uimport_Ulib___Utensorflow/haswell:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/_pywrap_cpu_feature_guard.so.runfiles/org_tensorflow/_solib_local/_U_S_Stensorflow_Clibtensorflow_Uframework_Uimport_Ulib___Utensorflow/x86_64:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/_pywrap_cpu_feature_guard.so.runfiles/org_tensorflow/_solib_local/_U_S_Stensorflow_Clibtensorflow_Uframework_Uimport_Ulib___Utensorflow:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../../_solib_local/_U_S_Stensorflow_Spython_C_Upywrap_Utensorflow_Uinternal_Ulinux___Utensorflow_Spython/glibc-hwcaps/x86-64-v3:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../../_solib_local/_U_S_Stensorflow_Spython_C_Upywrap_Utensorflow_Uinternal_Ulinux___Utensorflow_Spython/glibc-hwcaps/x86-64-v2:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../../_solib_local/_U_S_Stensorflow_Spython_C_Upywrap_Utensorflow_Uinternal_Ulinux___Utensorflow_Spython/tls/haswell/x86_64:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../../_solib_local/_U_S_Stensorflow_Spython_C_Upywrap_Utensorflow_Uinternal_Ulinux___Utensorflow_Spython/tls/haswell:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../../_solib_local/_U_S_Stensorflow_Spython_C_Upywrap_Utensorflow_Uinternal_Ulinux___Utensorflow_Spython/tls/x86_64:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../../_solib_local/_U_S_Stensorflow_Spython_C_Upywrap_Utensorflow_Uinternal_Ulinux___Utensorflow_Spython/tls:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../../_solib_local/_U_S_Stensorflow_Spython_C_Upywrap_Utensorflow_Uinternal_Ulinux___Utensorflow_Spython/haswell/x86_64:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../../_solib_local/_U_S_Stensorflow_Spython_C_Upywrap_Utensorflow_Uinternal_Ulinux___Utensorflow_Spython/haswell:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../../_solib_local/_U_S_Stensorflow_Spython_C_Upywrap_Utensorflow_Uinternal_Ulinux___Utensorflow_Spython/x86_64:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../../_solib_local/_U_S_Stensorflow_Spython_C_Upywrap_Utensorflow_Uinternal_Ulinux___Utensorflow_Spython:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/_pywrap_cpu_feature_guard.so.runfiles/org_tensorflow/_solib_local/_U_S_Stensorflow_Spython_C_Upywrap_Utensorflow_Uinternal_Ulinux___Utensorflow_Spython/glibc-hwcaps/x86-64-v3:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/_pywrap_cpu_feature_guard.so.runfiles/org_tensorflow/_solib_local/_U_S_Stensorflow_Spython_C_Upywrap_Utensorflow_Uinternal_Ulinux___Utensorflow_Spython/glibc-hwcaps/x86-64-v2:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/_pywrap_cpu_feature_guard.so.runfiles/org_tensorflow/_solib_local/_U_S_Stensorflow_Spython_C_Upywrap_Utensorflow_Uinternal_Ulinux___Utensorflow_Spython/tls/haswell/x86_64:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/_pywrap_cpu_feature_guard.so.runfiles/org_tensorflow/_solib_local/_U_S_Stensorflow_Spython_C_Upywrap_Utensorflow_Uinternal_Ulinux___Utensorflow_Spython/tls/haswell:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/_pywrap_cpu_feature_guard.so.runfiles/org_tensorflow/_solib_local/_U_S_Stensorflow_Spython_C_Upywrap_Utensorflow_Uinternal_Ulinux___Utensorflow_Spython/tls/x86_64:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/_pywrap_cpu_feature_guard.so.runfiles/org_tensorflow/_solib_local/_U_S_Stensorflow_Spython_C_Upywrap_Utensorflow_Uinternal_Ulinux___Utensorflow_Spython/tls:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/_pywrap_cpu_feature_guard.so.runfiles/org_tensorflow/_solib_local/_U_S_Stensorflow_Spython_C_Upywrap_Utensorflow_Uinternal_Ulinux___Utensorflow_Spython/haswell/x86_64:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/_pywrap_cpu_feature_guard.so.runfiles/org_tensorflow/_solib_local/_U_S_Stensorflow_Spython_C_Upywrap_Utensorflow_Uinternal_Ulinux___Utensorflow_Spython/haswell:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/_pywrap_cpu_feature_guard.so.runfiles/org_tensorflow/_solib_local/_U_S_Stensorflow_Spython_C_Upywrap_Utensorflow_Uinternal_Ulinux___Utensorflow_Spython/x86_64:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/_pywrap_cpu_feature_guard.so.runfiles/org_tensorflow/_solib_local/_U_S_Stensorflow_Spython_C_Upywrap_Utensorflow_Uinternal_Ulinux___Utensorflow_Spython:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/..:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../.. (RUNPATH from file /usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/_pywrap_cpu_feature_guard.so)\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../../_solib_local/_U_S_Stensorflow_Clibtensorflow_Uframework_Uimport_Ulib___Utensorflow/glibc-hwcaps/x86-64-v3/libtensorflow_framework.so.2\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../../_solib_local/_U_S_Stensorflow_Clibtensorflow_Uframework_Uimport_Ulib___Utensorflow/glibc-hwcaps/x86-64-v2/libtensorflow_framework.so.2\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../../_solib_local/_U_S_Stensorflow_Clibtensorflow_Uframework_Uimport_Ulib___Utensorflow/tls/haswell/x86_64/libtensorflow_framework.so.2\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../../_solib_local/_U_S_Stensorflow_Clibtensorflow_Uframework_Uimport_Ulib___Utensorflow/tls/haswell/libtensorflow_framework.so.2\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../../_solib_local/_U_S_Stensorflow_Clibtensorflow_Uframework_Uimport_Ulib___Utensorflow/tls/x86_64/libtensorflow_framework.so.2\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../../_solib_local/_U_S_Stensorflow_Clibtensorflow_Uframework_Uimport_Ulib___Utensorflow/tls/libtensorflow_framework.so.2\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../../_solib_local/_U_S_Stensorflow_Clibtensorflow_Uframework_Uimport_Ulib___Utensorflow/haswell/x86_64/libtensorflow_framework.so.2\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../../_solib_local/_U_S_Stensorflow_Clibtensorflow_Uframework_Uimport_Ulib___Utensorflow/haswell/libtensorflow_framework.so.2\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../../_solib_local/_U_S_Stensorflow_Clibtensorflow_Uframework_Uimport_Ulib___Utensorflow/x86_64/libtensorflow_framework.so.2\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../../_solib_local/_U_S_Stensorflow_Clibtensorflow_Uframework_Uimport_Ulib___Utensorflow/libtensorflow_framework.so.2\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/_pywrap_cpu_feature_guard.so.runfiles/org_tensorflow/_solib_local/_U_S_Stensorflow_Clibtensorflow_Uframework_Uimport_Ulib___Utensorflow/glibc-hwcaps/x86-64-v3/libtensorflow_framework.so.2\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/_pywrap_cpu_feature_guard.so.runfiles/org_tensorflow/_solib_local/_U_S_Stensorflow_Clibtensorflow_Uframework_Uimport_Ulib___Utensorflow/glibc-hwcaps/x86-64-v2/libtensorflow_framework.so.2\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/_pywrap_cpu_feature_guard.so.runfiles/org_tensorflow/_solib_local/_U_S_Stensorflow_Clibtensorflow_Uframework_Uimport_Ulib___Utensorflow/tls/haswell/x86_64/libtensorflow_framework.so.2\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/_pywrap_cpu_feature_guard.so.runfiles/org_tensorflow/_solib_local/_U_S_Stensorflow_Clibtensorflow_Uframework_Uimport_Ulib___Utensorflow/tls/haswell/libtensorflow_framework.so.2\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/_pywrap_cpu_feature_guard.so.runfiles/org_tensorflow/_solib_local/_U_S_Stensorflow_Clibtensorflow_Uframework_Uimport_Ulib___Utensorflow/tls/x86_64/libtensorflow_framework.so.2\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/_pywrap_cpu_feature_guard.so.runfiles/org_tensorflow/_solib_local/_U_S_Stensorflow_Clibtensorflow_Uframework_Uimport_Ulib___Utensorflow/tls/libtensorflow_framework.so.2\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/_pywrap_cpu_feature_guard.so.runfiles/org_tensorflow/_solib_local/_U_S_Stensorflow_Clibtensorflow_Uframework_Uimport_Ulib___Utensorflow/haswell/x86_64/libtensorflow_framework.so.2\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/_pywrap_cpu_feature_guard.so.runfiles/org_tensorflow/_solib_local/_U_S_Stensorflow_Clibtensorflow_Uframework_Uimport_Ulib___Utensorflow/haswell/libtensorflow_framework.so.2\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/_pywrap_cpu_feature_guard.so.runfiles/org_tensorflow/_solib_local/_U_S_Stensorflow_Clibtensorflow_Uframework_Uimport_Ulib___Utensorflow/x86_64/libtensorflow_framework.so.2\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/_pywrap_cpu_feature_guard.so.runfiles/org_tensorflow/_solib_local/_U_S_Stensorflow_Clibtensorflow_Uframework_Uimport_Ulib___Utensorflow/libtensorflow_framework.so.2\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../../_solib_local/_U_S_Stensorflow_Spython_C_Upywrap_Utensorflow_Uinternal_Ulinux___Utensorflow_Spython/glibc-hwcaps/x86-64-v3/libtensorflow_framework.so.2\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../../_solib_local/_U_S_Stensorflow_Spython_C_Upywrap_Utensorflow_Uinternal_Ulinux___Utensorflow_Spython/glibc-hwcaps/x86-64-v2/libtensorflow_framework.so.2\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../../_solib_local/_U_S_Stensorflow_Spython_C_Upywrap_Utensorflow_Uinternal_Ulinux___Utensorflow_Spython/tls/haswell/x86_64/libtensorflow_framework.so.2\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../../_solib_local/_U_S_Stensorflow_Spython_C_Upywrap_Utensorflow_Uinternal_Ulinux___Utensorflow_Spython/tls/haswell/libtensorflow_framework.so.2\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../../_solib_local/_U_S_Stensorflow_Spython_C_Upywrap_Utensorflow_Uinternal_Ulinux___Utensorflow_Spython/tls/x86_64/libtensorflow_framework.so.2\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../../_solib_local/_U_S_Stensorflow_Spython_C_Upywrap_Utensorflow_Uinternal_Ulinux___Utensorflow_Spython/tls/libtensorflow_framework.so.2\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../../_solib_local/_U_S_Stensorflow_Spython_C_Upywrap_Utensorflow_Uinternal_Ulinux___Utensorflow_Spython/haswell/x86_64/libtensorflow_framework.so.2\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../../_solib_local/_U_S_Stensorflow_Spython_C_Upywrap_Utensorflow_Uinternal_Ulinux___Utensorflow_Spython/haswell/libtensorflow_framework.so.2\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../../_solib_local/_U_S_Stensorflow_Spython_C_Upywrap_Utensorflow_Uinternal_Ulinux___Utensorflow_Spython/x86_64/libtensorflow_framework.so.2\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../../_solib_local/_U_S_Stensorflow_Spython_C_Upywrap_Utensorflow_Uinternal_Ulinux___Utensorflow_Spython/libtensorflow_framework.so.2\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/_pywrap_cpu_feature_guard.so.runfiles/org_tensorflow/_solib_local/_U_S_Stensorflow_Spython_C_Upywrap_Utensorflow_Uinternal_Ulinux___Utensorflow_Spython/glibc-hwcaps/x86-64-v3/libtensorflow_framework.so.2\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/_pywrap_cpu_feature_guard.so.runfiles/org_tensorflow/_solib_local/_U_S_Stensorflow_Spython_C_Upywrap_Utensorflow_Uinternal_Ulinux___Utensorflow_Spython/glibc-hwcaps/x86-64-v2/libtensorflow_framework.so.2\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/_pywrap_cpu_feature_guard.so.runfiles/org_tensorflow/_solib_local/_U_S_Stensorflow_Spython_C_Upywrap_Utensorflow_Uinternal_Ulinux___Utensorflow_Spython/tls/haswell/x86_64/libtensorflow_framework.so.2\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/_pywrap_cpu_feature_guard.so.runfiles/org_tensorflow/_solib_local/_U_S_Stensorflow_Spython_C_Upywrap_Utensorflow_Uinternal_Ulinux___Utensorflow_Spython/tls/haswell/libtensorflow_framework.so.2\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/_pywrap_cpu_feature_guard.so.runfiles/org_tensorflow/_solib_local/_U_S_Stensorflow_Spython_C_Upywrap_Utensorflow_Uinternal_Ulinux___Utensorflow_Spython/tls/x86_64/libtensorflow_framework.so.2\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/_pywrap_cpu_feature_guard.so.runfiles/org_tensorflow/_solib_local/_U_S_Stensorflow_Spython_C_Upywrap_Utensorflow_Uinternal_Ulinux___Utensorflow_Spython/tls/libtensorflow_framework.so.2\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/_pywrap_cpu_feature_guard.so.runfiles/org_tensorflow/_solib_local/_U_S_Stensorflow_Spython_C_Upywrap_Utensorflow_Uinternal_Ulinux___Utensorflow_Spython/haswell/x86_64/libtensorflow_framework.so.2\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/_pywrap_cpu_feature_guard.so.runfiles/org_tensorflow/_solib_local/_U_S_Stensorflow_Spython_C_Upywrap_Utensorflow_Uinternal_Ulinux___Utensorflow_Spython/haswell/libtensorflow_framework.so.2\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/_pywrap_cpu_feature_guard.so.runfiles/org_tensorflow/_solib_local/_U_S_Stensorflow_Spython_C_Upywrap_Utensorflow_Uinternal_Ulinux___Utensorflow_Spython/x86_64/libtensorflow_framework.so.2\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/_pywrap_cpu_feature_guard.so.runfiles/org_tensorflow/_solib_local/_U_S_Stensorflow_Spython_C_Upywrap_Utensorflow_Uinternal_Ulinux___Utensorflow_Spython/libtensorflow_framework.so.2\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/libtensorflow_framework.so.2\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../libtensorflow_framework.so.2\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../libtensorflow_framework.so.2\r\n 115:\r\n 115: find library=_pywrap_tensorflow_internal.so [0]; searching\r\n 115: search path=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/..:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../.. (RUNPATH from file /usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/_pywrap_cpu_feature_guard.so)\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/_pywrap_tensorflow_internal.so\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../_pywrap_tensorflow_internal.so\r\n 115:\r\n 115: find library=librt.so.1 [0]; searching\r\n 115: search path=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../.. (RUNPATH from file /usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/_pywrap_tf2.so)\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../librt.so.1\r\n 115: search cache=/etc/ld.so.cache\r\n 115: trying file=/lib/x86_64-linux-gnu/librt.so.1\r\n 115:\r\n 115: find library=libtensorflow_cc.so.2 [0]; searching\r\n 115: search path=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../../_solib_local/_U_S_Stensorflow_Spython_C_Upywrap_Utensorflow_Uinternal.so_Ucclib___Utensorflow/glibc-hwcaps/x86-64-v3:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../../_solib_local/_U_S_Stensorflow_Spython_C_Upywrap_Utensorflow_Uinternal.so_Ucclib___Utensorflow/glibc-hwcaps/x86-64-v2:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../../_solib_local/_U_S_Stensorflow_Spython_C_Upywrap_Utensorflow_Uinternal.so_Ucclib___Utensorflow/tls/haswell/x86_64:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../../_solib_local/_U_S_Stensorflow_Spython_C_Upywrap_Utensorflow_Uinternal.so_Ucclib___Utensorflow/tls/haswell:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../../_solib_local/_U_S_Stensorflow_Spython_C_Upywrap_Utensorflow_Uinternal.so_Ucclib___Utensorflow/tls/x86_64:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../../_solib_local/_U_S_Stensorflow_Spython_C_Upywrap_Utensorflow_Uinternal.so_Ucclib___Utensorflow/tls:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../../_solib_local/_U_S_Stensorflow_Spython_C_Upywrap_Utensorflow_Uinternal.so_Ucclib___Utensorflow/haswell/x86_64:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../../_solib_local/_U_S_Stensorflow_Spython_C_Upywrap_Utensorflow_Uinternal.so_Ucclib___Utensorflow/haswell:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../../_solib_local/_U_S_Stensorflow_Spython_C_Upywrap_Utensorflow_Uinternal.so_Ucclib___Utensorflow/x86_64:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../../_solib_local/_U_S_Stensorflow_Spython_C_Upywrap_Utensorflow_Uinternal.so_Ucclib___Utensorflow:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../_pywrap_tensorflow_internal.so.runfiles/org_tensorflow/_solib_local/_U_S_Stensorflow_Spython_C_Upywrap_Utensorflow_Uinternal.so_Ucclib___Utensorflow/glibc-hwcaps/x86-64-v3:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../_pywrap_tensorflow_internal.so.runfiles/org_tensorflow/_solib_local/_U_S_Stensorflow_Spython_C_Upywrap_Utensorflow_Uinternal.so_Ucclib___Utensorflow/glibc-hwcaps/x86-64-v2:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../_pywrap_tensorflow_internal.so.runfiles/org_tensorflow/_solib_local/_U_S_Stensorflow_Spython_C_Upywrap_Utensorflow_Uinternal.so_Ucclib___Utensorflow/tls/haswell/x86_64:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../_pywrap_tensorflow_internal.so.runfiles/org_tensorflow/_solib_local/_U_S_Stensorflow_Spython_C_Upywrap_Utensorflow_Uinternal.so_Ucclib___Utensorflow/tls/haswell:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../_pywrap_tensorflow_internal.so.runfiles/org_tensorflow/_solib_local/_U_S_Stensorflow_Spython_C_Upywrap_Utensorflow_Uinternal.so_Ucclib___Utensorflow/tls/x86_64:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../_pywrap_tensorflow_internal.so.runfiles/org_tensorflow/_solib_local/_U_S_Stensorflow_Spython_C_Upywrap_Utensorflow_Uinternal.so_Ucclib___Utensorflow/tls:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../_pywrap_tensorflow_internal.so.runfiles/org_tensorflow/_solib_local/_U_S_Stensorflow_Spython_C_Upywrap_Utensorflow_Uinternal.so_Ucclib___Utensorflow/haswell/x86_64:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../_pywrap_tensorflow_internal.so.runfiles/org_tensorflow/_solib_local/_U_S_Stensorflow_Spython_C_Upywrap_Utensorflow_Uinternal.so_Ucclib___Utensorflow/haswell:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../_pywrap_tensorflow_internal.so.runfiles/org_tensorflow/_solib_local/_U_S_Stensorflow_Spython_C_Upywrap_Utensorflow_Uinternal.so_Ucclib___Utensorflow/x86_64:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../_pywrap_tensorflow_internal.so.runfiles/org_tensorflow/_solib_local/_U_S_Stensorflow_Spython_C_Upywrap_Utensorflow_Uinternal.so_Ucclib___Utensorflow:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../../_solib_local/_Utensorflow/glibc-hwcaps/x86-64-v3:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../../_solib_local/_Utensorflow/glibc-hwcaps/x86-64-v2:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../../_solib_local/_Utensorflow/tls/haswell/x86_64:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../../_solib_local/_Utensorflow/tls/haswell:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../../_solib_local/_Utensorflow/tls/x86_64:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../../_solib_local/_Utensorflow/tls:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../../_solib_local/_Utensorflow/haswell/x86_64:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../../_solib_local/_Utensorflow/haswell:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../../_solib_local/_Utensorflow/x86_64:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../../_solib_local/_Utensorflow:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../_pywrap_tensorflow_internal.so.runfiles/org_tensorflow/_solib_local/_Utensorflow/glibc-hwcaps/x86-64-v3:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../_pywrap_tensorflow_internal.so.runfiles/org_tensorflow/_solib_local/_Utensorflow/glibc-hwcaps/x86-64-v2:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../_pywrap_tensorflow_internal.so.runfiles/org_tensorflow/_solib_local/_Utensorflow/tls/haswell/x86_64:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../_pywrap_tensorflow_internal.so.runfiles/org_tensorflow/_solib_local/_Utensorflow/tls/haswell:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../_pywrap_tensorflow_internal.so.runfiles/org_tensorflow/_solib_local/_Utensorflow/tls/x86_64:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../_pywrap_tensorflow_internal.so.runfiles/org_tensorflow/_solib_local/_Utensorflow/tls:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../_pywrap_tensorflow_internal.so.runfiles/org_tensorflow/_solib_local/_Utensorflow/haswell/x86_64:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../_pywrap_tensorflow_internal.so.runfiles/org_tensorflow/_solib_local/_Utensorflow/haswell:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../_pywrap_tensorflow_internal.so.runfiles/org_tensorflow/_solib_local/_Utensorflow/x86_64:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../_pywrap_tensorflow_internal.so.runfiles/org_tensorflow/_solib_local/_Utensorflow:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/..:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../..:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../../tensorflow/tsl/python/lib/core/glibc-hwcaps/x86-64-v3:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../../tensorflow/tsl/python/lib/core/glibc-hwcaps/x86-64-v2:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../../tensorflow/tsl/python/lib/core/tls/haswell/x86_64:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../../tensorflow/tsl/python/lib/core/tls/haswell:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../../tensorflow/tsl/python/lib/core/tls/x86_64:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../../tensorflow/tsl/python/lib/core/tls:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../../tensorflow/tsl/python/lib/core/haswell/x86_64:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../../tensorflow/tsl/python/lib/core/haswell:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../../tensorflow/tsl/python/lib/core/x86_64:/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../../tensorflow/tsl/python/lib/core (RUNPATH from file /usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../_pywrap_tensorflow_internal.so)\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../../_solib_local/_U_S_Stensorflow_Spython_C_Upywrap_Utensorflow_Uinternal.so_Ucclib___Utensorflow/glibc-hwcaps/x86-64-v3/libtensorflow_cc.so.2\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../../_solib_local/_U_S_Stensorflow_Spython_C_Upywrap_Utensorflow_Uinternal.so_Ucclib___Utensorflow/glibc-hwcaps/x86-64-v2/libtensorflow_cc.so.2\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../../_solib_local/_U_S_Stensorflow_Spython_C_Upywrap_Utensorflow_Uinternal.so_Ucclib___Utensorflow/tls/haswell/x86_64/libtensorflow_cc.so.2\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../../_solib_local/_U_S_Stensorflow_Spython_C_Upywrap_Utensorflow_Uinternal.so_Ucclib___Utensorflow/tls/haswell/libtensorflow_cc.so.2\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../../_solib_local/_U_S_Stensorflow_Spython_C_Upywrap_Utensorflow_Uinternal.so_Ucclib___Utensorflow/tls/x86_64/libtensorflow_cc.so.2\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../../_solib_local/_U_S_Stensorflow_Spython_C_Upywrap_Utensorflow_Uinternal.so_Ucclib___Utensorflow/tls/libtensorflow_cc.so.2\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../../_solib_local/_U_S_Stensorflow_Spython_C_Upywrap_Utensorflow_Uinternal.so_Ucclib___Utensorflow/haswell/x86_64/libtensorflow_cc.so.2\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../../_solib_local/_U_S_Stensorflow_Spython_C_Upywrap_Utensorflow_Uinternal.so_Ucclib___Utensorflow/haswell/libtensorflow_cc.so.2\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../../_solib_local/_U_S_Stensorflow_Spython_C_Upywrap_Utensorflow_Uinternal.so_Ucclib___Utensorflow/x86_64/libtensorflow_cc.so.2\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../../_solib_local/_U_S_Stensorflow_Spython_C_Upywrap_Utensorflow_Uinternal.so_Ucclib___Utensorflow/libtensorflow_cc.so.2\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../_pywrap_tensorflow_internal.so.runfiles/org_tensorflow/_solib_local/_U_S_Stensorflow_Spython_C_Upywrap_Utensorflow_Uinternal.so_Ucclib___Utensorflow/glibc-hwcaps/x86-64-v3/libtensorflow_cc.so.2\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../_pywrap_tensorflow_internal.so.runfiles/org_tensorflow/_solib_local/_U_S_Stensorflow_Spython_C_Upywrap_Utensorflow_Uinternal.so_Ucclib___Utensorflow/glibc-hwcaps/x86-64-v2/libtensorflow_cc.so.2\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../_pywrap_tensorflow_internal.so.runfiles/org_tensorflow/_solib_local/_U_S_Stensorflow_Spython_C_Upywrap_Utensorflow_Uinternal.so_Ucclib___Utensorflow/tls/haswell/x86_64/libtensorflow_cc.so.2\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../_pywrap_tensorflow_internal.so.runfiles/org_tensorflow/_solib_local/_U_S_Stensorflow_Spython_C_Upywrap_Utensorflow_Uinternal.so_Ucclib___Utensorflow/tls/haswell/libtensorflow_cc.so.2\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../_pywrap_tensorflow_internal.so.runfiles/org_tensorflow/_solib_local/_U_S_Stensorflow_Spython_C_Upywrap_Utensorflow_Uinternal.so_Ucclib___Utensorflow/tls/x86_64/libtensorflow_cc.so.2\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../_pywrap_tensorflow_internal.so.runfiles/org_tensorflow/_solib_local/_U_S_Stensorflow_Spython_C_Upywrap_Utensorflow_Uinternal.so_Ucclib___Utensorflow/tls/libtensorflow_cc.so.2\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../_pywrap_tensorflow_internal.so.runfiles/org_tensorflow/_solib_local/_U_S_Stensorflow_Spython_C_Upywrap_Utensorflow_Uinternal.so_Ucclib___Utensorflow/haswell/x86_64/libtensorflow_cc.so.2\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../_pywrap_tensorflow_internal.so.runfiles/org_tensorflow/_solib_local/_U_S_Stensorflow_Spython_C_Upywrap_Utensorflow_Uinternal.so_Ucclib___Utensorflow/haswell/libtensorflow_cc.so.2\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../_pywrap_tensorflow_internal.so.runfiles/org_tensorflow/_solib_local/_U_S_Stensorflow_Spython_C_Upywrap_Utensorflow_Uinternal.so_Ucclib___Utensorflow/x86_64/libtensorflow_cc.so.2\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../_pywrap_tensorflow_internal.so.runfiles/org_tensorflow/_solib_local/_U_S_Stensorflow_Spython_C_Upywrap_Utensorflow_Uinternal.so_Ucclib___Utensorflow/libtensorflow_cc.so.2\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../../_solib_local/_Utensorflow/glibc-hwcaps/x86-64-v3/libtensorflow_cc.so.2\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../../_solib_local/_Utensorflow/glibc-hwcaps/x86-64-v2/libtensorflow_cc.so.2\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../../_solib_local/_Utensorflow/tls/haswell/x86_64/libtensorflow_cc.so.2\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../../_solib_local/_Utensorflow/tls/haswell/libtensorflow_cc.so.2\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../../_solib_local/_Utensorflow/tls/x86_64/libtensorflow_cc.so.2\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../../_solib_local/_Utensorflow/tls/libtensorflow_cc.so.2\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../../_solib_local/_Utensorflow/haswell/x86_64/libtensorflow_cc.so.2\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../../_solib_local/_Utensorflow/haswell/libtensorflow_cc.so.2\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../../_solib_local/_Utensorflow/x86_64/libtensorflow_cc.so.2\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../../_solib_local/_Utensorflow/libtensorflow_cc.so.2\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../_pywrap_tensorflow_internal.so.runfiles/org_tensorflow/_solib_local/_Utensorflow/glibc-hwcaps/x86-64-v3/libtensorflow_cc.so.2\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../_pywrap_tensorflow_internal.so.runfiles/org_tensorflow/_solib_local/_Utensorflow/glibc-hwcaps/x86-64-v2/libtensorflow_cc.so.2\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../_pywrap_tensorflow_internal.so.runfiles/org_tensorflow/_solib_local/_Utensorflow/tls/haswell/x86_64/libtensorflow_cc.so.2\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../_pywrap_tensorflow_internal.so.runfiles/org_tensorflow/_solib_local/_Utensorflow/tls/haswell/libtensorflow_cc.so.2\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../_pywrap_tensorflow_internal.so.runfiles/org_tensorflow/_solib_local/_Utensorflow/tls/x86_64/libtensorflow_cc.so.2\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../_pywrap_tensorflow_internal.so.runfiles/org_tensorflow/_solib_local/_Utensorflow/tls/libtensorflow_cc.so.2\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../_pywrap_tensorflow_internal.so.runfiles/org_tensorflow/_solib_local/_Utensorflow/haswell/x86_64/libtensorflow_cc.so.2\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../_pywrap_tensorflow_internal.so.runfiles/org_tensorflow/_solib_local/_Utensorflow/haswell/libtensorflow_cc.so.2\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../_pywrap_tensorflow_internal.so.runfiles/org_tensorflow/_solib_local/_Utensorflow/x86_64/libtensorflow_cc.so.2\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../_pywrap_tensorflow_internal.so.runfiles/org_tensorflow/_solib_local/_Utensorflow/libtensorflow_cc.so.2\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../libtensorflow_cc.so.2\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../libtensorflow_cc.so.2\r\n 115:\r\n 115:\r\n 115: calling init: /lib/x86_64-linux-gnu/librt.so.1\r\n 115:\r\n 115:\r\n 115: calling init: /usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../libtensorflow_framework.so.2\r\n 115:\r\n2024-06-04 00:35:43.392972: I tensorflow/core/util/port.cc:113] oneDNN custom operations are on. You may see slightly different numerical results due to floating-point round-off errors from different computation orders. To turn them off, set the environment variable `TF_ENABLE_ONEDNN_OPTS=0`.\r\n 115:\r\n 115: calling init: /usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../libtensorflow_cc.so.2\r\n 115:\r\n 115:\r\n 115: calling init: /usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../_pywrap_tensorflow_internal.so\r\n 115:\r\n 115:\r\n 115: calling init: /usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/_pywrap_cpu_feature_guard.so\r\n 115:\r\n2024-06-04 00:35:43.417602: I tensorflow/core/platform/cpu_feature_guard.cc:210] This TensorFlow binary is optimized to use available CPU instructions in performance-critical operations.\r\nTo enable the following instructions: AVX2 AVX_VNNI FMA, in other operations, rebuild TensorFlow with the appropriate compiler flags.\r\n 115:\r\n 115: calling init: /usr/local/lib/python3.11/dist-packages/tensorflow/python/_pywrap_tfe.so\r\n 115:\r\n 115:\r\n 115: calling init: /usr/local/lib/python3.11/dist-packages/tensorflow/python/client/_pywrap_tf_session.so\r\n 115:\r\n 115:\r\n 115: calling init: /usr/local/lib/python3.11/dist-packages/tensorflow/python/util/_tf_stack.so\r\n 115:\r\n 115:\r\n 115: calling init: /usr/local/lib/python3.11/dist-packages/tensorflow/python/_pywrap_py_exception_registry.so\r\n 115:\r\n 115:\r\n 115: calling init: /usr/local/lib/python3.11/dist-packages/ml_dtypes/_ml_dtypes_ext.cpython-311-x86_64-linux-gnu.so\r\n 115:\r\n 115:\r\n 115: calling init: /usr/local/lib/python3.11/dist-packages/tensorflow/python/framework/_dtypes.so\r\n 115:\r\n 115:\r\n 115: calling init: /usr/local/lib/python3.11/dist-packages/tensorflow/python/util/_pywrap_nest.so\r\n 115:\r\n 115:\r\n 115: calling init: /usr/local/lib/python3.11/dist-packages/tensorflow/python/util/_pywrap_utils.so\r\n 115:\r\n 115:\r\n 115: calling init: /usr/local/lib/python3.11/dist-packages/wrapt/_wrappers.cpython-311-x86_64-linux-gnu.so\r\n 115:\r\n 115:\r\n 115: calling init: /usr/local/lib/python3.11/dist-packages/tensorflow/python/profiler/internal/_pywrap_traceme.so\r\n 115:\r\n 115:\r\n 115: calling init: /usr/local/lib/python3.11/dist-packages/tensorflow/python/flags_pybind.so\r\n 115:\r\n 115:\r\n 115: calling init: /usr/local/lib/python3.11/dist-packages/tensorflow/python/util/_pywrap_determinism.so\r\n 115:\r\n 115:\r\n 115: calling init: /usr/local/lib/python3.11/dist-packages/tensorflow/python/util/_pywrap_tensor_float_32_execution.so\r\n 115:\r\n 115:\r\n 115: calling init: /usr/local/lib/python3.11/dist-packages/tensorflow/python/_pywrap_dtensor_device.so\r\n 115:\r\n 115:\r\n 115: calling init: /usr/local/lib/python3.11/dist-packages/tensorflow/python/framework/_op_def_registry.so\r\n 115:\r\n 115:\r\n 115: calling init: /usr/local/lib/python3.11/dist-packages/tensorflow/python/framework/_op_def_library_pybind.so\r\n 115:\r\n 115:\r\n 115: calling init: /usr/local/lib/python3.11/dist-packages/tensorflow/python/framework/_pywrap_python_api_dispatcher.so\r\n 115:\r\n 115:\r\n 115: calling init: /usr/lib/python3.11/lib-dynload/_multiprocessing.cpython-311-x86_64-linux-gnu.so\r\n 115:\r\n 115:\r\n 115: calling init: /usr/local/lib/python3.11/dist-packages/tensorflow/python/client/_pywrap_device_lib.so\r\n 115:\r\n 115:\r\n 115: calling init: /usr/local/lib/python3.11/dist-packages/tensorflow/python/lib/io/_pywrap_record_io.so\r\n 115:\r\n 115:\r\n 115: calling init: /usr/local/lib/python3.11/dist-packages/tensorflow/python/framework/_proto_comparators.so\r\n 115:\r\n 115: find library=libmpdec.so.3 [0]; searching\r\n 115: search cache=/etc/ld.so.cache\r\n 115: trying file=/lib/x86_64-linux-gnu/libmpdec.so.3\r\n 115:\r\n 115:\r\n 115: calling init: /lib/x86_64-linux-gnu/libmpdec.so.3\r\n 115:\r\n 115:\r\n 115: calling init: /usr/lib/python3.11/lib-dynload/_decimal.cpython-311-x86_64-linux-gnu.so\r\n 115:\r\n 115:\r\n 115: calling init: /usr/local/lib/python3.11/dist-packages/tensorflow/python/_pywrap_parallel_device.so\r\n 115:\r\n 115: find library=libuuid.so.1 [0]; searching\r\n 115: search cache=/etc/ld.so.cache\r\n 115: trying file=/lib/x86_64-linux-gnu/libuuid.so.1\r\n 115:\r\n 115:\r\n 115: calling init: /lib/x86_64-linux-gnu/libuuid.so.1\r\n 115:\r\n 115:\r\n 115: calling init: /usr/lib/python3.11/lib-dynload/_uuid.cpython-311-x86_64-linux-gnu.so\r\n 115:\r\n 115:\r\n 115: calling init: /usr/local/lib/python3.11/dist-packages/tensorflow/python/data/experimental/service/_pywrap_server_lib.so\r\n 115:\r\n 115:\r\n 115: calling init: /usr/local/lib/python3.11/dist-packages/tensorflow/python/data/experimental/service/_pywrap_utils.so\r\n 115:\r\n 115:\r\n 115: calling init: /usr/local/lib/python3.11/dist-packages/tensorflow/python/lib/io/_pywrap_file_io.so\r\n 115:\r\n 115:\r\n 115: calling init: /usr/local/lib/python3.11/dist-packages/tensorflow/python/saved_model/pywrap_saved_model.so\r\n 115:\r\n 115:\r\n 115: calling init: /usr/local/lib/python3.11/dist-packages/tensorflow/python/util/_pywrap_checkpoint_reader.so\r\n 115:\r\n 115:\r\n 115: calling init: /usr/local/lib/python3.11/dist-packages/tensorflow/python/lib/core/_pywrap_py_func.so\r\n 115:\r\n 115:\r\n 115: calling init: /usr/local/lib/python3.11/dist-packages/tensorflow/python/profiler/internal/_pywrap_profiler.so\r\n 115:\r\n 115:\r\n 115: calling init: /usr/lib/python3.11/lib-dynload/_asyncio.cpython-311-x86_64-linux-gnu.so\r\n 115:\r\n 115:\r\n 115: calling init: /usr/local/lib/python3.11/dist-packages/tensorflow/python/_pywrap_sanitizers.so\r\n 115:\r\n 115:\r\n 115: calling init: /usr/local/lib/python3.11/dist-packages/tensorflow/python/framework/_test_metrics_util.so\r\n 115:\r\n 115:\r\n 115: calling init: /usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/_pywrap_stacktrace_handler.so\r\n 115:\r\n 115:\r\n 115: calling init: /usr/local/lib/python3.11/dist-packages/tensorflow/python/util/_pywrap_util_port.so\r\n 115:\r\n 115:\r\n 115: calling init: /usr/local/lib/python3.11/dist-packages/tensorflow/python/client/_pywrap_events_writer.so\r\n 115:\r\n 115:\r\n 115: calling init: /usr/local/lib/python3.11/dist-packages/tensorflow/compiler/tf2tensorrt/_pywrap_py_utils.so\r\n 115:\r\n 115:\r\n 115: calling init: /usr/local/lib/python3.11/dist-packages/tensorflow/python/grappler/_pywrap_tf_optimizer.so\r\n 115:\r\n 115:\r\n 115: calling init: /usr/local/lib/python3.11/dist-packages/tensorflow/python/grappler/_pywrap_tf_cluster.so\r\n 115:\r\n 115:\r\n 115: calling init: /usr/local/lib/python3.11/dist-packages/charset_normalizer/md.cpython-311-x86_64-linux-gnu.so\r\n 115:\r\n 115:\r\n 115: calling init: /usr/local/lib/python3.11/dist-packages/charset_normalizer/md__mypyc.cpython-311-x86_64-linux-gnu.so\r\n 115:\r\n 115:\r\n 115: calling init: /usr/lib/python3.11/lib-dynload/_multibytecodec.cpython-311-x86_64-linux-gnu.so\r\n 115:\r\n 115: find library=libhdf5-7f639dcd.so.310.2.0 [0]; searching\r\n 115: search path=/usr/local/lib/python3.11/dist-packages/h5py/../h5py.libs/glibc-hwcaps/x86-64-v3:/usr/local/lib/python3.11/dist-packages/h5py/../h5py.libs/glibc-hwcaps/x86-64-v2:/usr/local/lib/python3.11/dist-packages/h5py/../h5py.libs/tls/haswell/x86_64:/usr/local/lib/python3.11/dist-packages/h5py/../h5py.libs/tls/haswell:/usr/local/lib/python3.11/dist-packages/h5py/../h5py.libs/tls/x86_64:/usr/local/lib/python3.11/dist-packages/h5py/../h5py.libs/tls:/usr/local/lib/python3.11/dist-packages/h5py/../h5py.libs/haswell/x86_64:/usr/local/lib/python3.11/dist-packages/h5py/../h5py.libs/haswell:/usr/local/lib/python3.11/dist-packages/h5py/../h5py.libs/x86_64:/usr/local/lib/python3.11/dist-packages/h5py/../h5py.libs (RPATH from file /usr/local/lib/python3.11/dist-packages/h5py/_errors.cpython-311-x86_64-linux-gnu.so)\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/h5py/../h5py.libs/glibc-hwcaps/x86-64-v3/libhdf5-7f639dcd.so.310.2.0\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/h5py/../h5py.libs/glibc-hwcaps/x86-64-v2/libhdf5-7f639dcd.so.310.2.0\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/h5py/../h5py.libs/tls/haswell/x86_64/libhdf5-7f639dcd.so.310.2.0\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/h5py/../h5py.libs/tls/haswell/libhdf5-7f639dcd.so.310.2.0\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/h5py/../h5py.libs/tls/x86_64/libhdf5-7f639dcd.so.310.2.0\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/h5py/../h5py.libs/tls/libhdf5-7f639dcd.so.310.2.0\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/h5py/../h5py.libs/haswell/x86_64/libhdf5-7f639dcd.so.310.2.0\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/h5py/../h5py.libs/haswell/libhdf5-7f639dcd.so.310.2.0\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/h5py/../h5py.libs/x86_64/libhdf5-7f639dcd.so.310.2.0\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/h5py/../h5py.libs/libhdf5-7f639dcd.so.310.2.0\r\n 115:\r\n 115: find library=libhdf5_hl-123198ff.so.310.0.2 [0]; searching\r\n 115: search path=/usr/local/lib/python3.11/dist-packages/h5py/../h5py.libs (RPATH from file /usr/local/lib/python3.11/dist-packages/h5py/_errors.cpython-311-x86_64-linux-gnu.so)\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/h5py/../h5py.libs/libhdf5_hl-123198ff.so.310.0.2\r\n 115:\r\n 115: find library=libsz-b66d1717.so.2.0.1 [0]; searching\r\n 115: search path=/usr/local/lib/python3.11/dist-packages/h5py/../h5py.libs (RPATH from file /usr/local/lib/python3.11/dist-packages/h5py/_errors.cpython-311-x86_64-linux-gnu.so)\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/h5py/../h5py.libs/libsz-b66d1717.so.2.0.1\r\n 115:\r\n 115: find library=libaec-001fb5f0.so.0.0.12 [0]; searching\r\n 115: search path=/usr/local/lib/python3.11/dist-packages/h5py/../h5py.libs (RPATH from file /usr/local/lib/python3.11/dist-packages/h5py/_errors.cpython-311-x86_64-linux-gnu.so)\r\n 115: trying file=/usr/local/lib/python3.11/dist-packages/h5py/../h5py.libs/libaec-001fb5f0.so.0.0.12\r\n 115:\r\n 115:\r\n 115: calling init: /usr/local/lib/python3.11/dist-packages/h5py/../h5py.libs/libaec-001fb5f0.so.0.0.12\r\n 115:\r\n 115:\r\n 115: calling init: /usr/local/lib/python3.11/dist-packages/h5py/../h5py.libs/libsz-b66d1717.so.2.0.1\r\n 115:\r\n 115:\r\n 115: calling init: /usr/local/lib/python3.11/dist-packages/h5py/../h5py.libs/libhdf5-7f639dcd.so.310.2.0\r\n 115:\r\n 115:\r\n 115: calling init: /usr/local/lib/python3.11/dist-packages/h5py/../h5py.libs/libhdf5_hl-123198ff.so.310.0.2\r\n 115:\r\n 115:\r\n 115: calling init: /usr/local/lib/python3.11/dist-packages/h5py/_errors.cpython-311-x86_64-linux-gnu.so\r\n 115:\r\n 115:\r\n 115: calling init: /usr/local/lib/python3.11/dist-packages/h5py/h5.cpython-311-x86_64-linux-gnu.so\r\n 115:\r\n 115:\r\n 115: calling init: /usr/local/lib/python3.11/dist-packages/h5py/defs.cpython-311-x86_64-linux-gnu.so\r\n 115:\r\n 115:\r\n 115: calling init: /usr/local/lib/python3.11/dist-packages/h5py/_objects.cpython-311-x86_64-linux-gnu.so\r\n 115:\r\n 115:\r\n 115: calling init: /usr/local/lib/python3.11/dist-packages/h5py/_conv.cpython-311-x86_64-linux-gnu.so\r\n 115:\r\n 115:\r\n 115: calling init: /usr/local/lib/python3.11/dist-packages/h5py/h5r.cpython-311-x86_64-linux-gnu.so\r\n 115:\r\n 115:\r\n 115: calling init: /usr/local/lib/python3.11/dist-packages/h5py/h5p.cpython-311-x86_64-linux-gnu.so\r\n 115:\r\n 115:\r\n 115: calling init: /usr/local/lib/python3.11/dist-packages/h5py/h5t.cpython-311-x86_64-linux-gnu.so\r\n 115:\r\n 115:\r\n 115: calling init: /usr/local/lib/python3.11/dist-packages/h5py/utils.cpython-311-x86_64-linux-gnu.so\r\n 115:\r\n 115:\r\n 115: calling init: /usr/local/lib/python3.11/dist-packages/h5py/h5s.cpython-311-x86_64-linux-gnu.so\r\n 115:\r\n 115:\r\n 115: calling init: /usr/local/lib/python3.11/dist-packages/h5py/h5ac.cpython-311-x86_64-linux-gnu.so\r\n 115:\r\n 115:\r\n 115: calling init: /usr/local/lib/python3.11/dist-packages/h5py/_proxy.cpython-311-x86_64-linux-gnu.so\r\n 115:\r\n 115:\r\n 115: calling init: /usr/local/lib/python3.11/dist-packages/h5py/h5z.cpython-311-x86_64-linux-gnu.so\r\n 115:\r\n 115:\r\n 115: calling init: /usr/local/lib/python3.11/dist-packages/h5py/h5a.cpython-311-x86_64-linux-gnu.so\r\n 115:\r\n 115:\r\n 115: calling init: /usr/local/lib/python3.11/dist-packages/h5py/h5d.cpython-311-x86_64-linux-gnu.so\r\n 115:\r\n 115:\r\n 115: calling init: /usr/local/lib/python3.11/dist-packages/h5py/h5ds.cpython-311-x86_64-linux-gnu.so\r\n 115:\r\n 115:\r\n 115: calling init: /usr/local/lib/python3.11/dist-packages/h5py/h5f.cpython-311-x86_64-linux-gnu.so\r\n 115:\r\n 115:\r\n 115: calling init: /usr/local/lib/python3.11/dist-packages/h5py/h5g.cpython-311-x86_64-linux-gnu.so\r\n 115:\r\n 115:\r\n 115: calling init: /usr/local/lib/python3.11/dist-packages/h5py/h5i.cpython-311-x86_64-linux-gnu.so\r\n 115:\r\n 115:\r\n 115: calling init: /usr/local/lib/python3.11/dist-packages/h5py/h5fd.cpython-311-x86_64-linux-gnu.so\r\n 115:\r\n 115:\r\n 115: calling init: /usr/local/lib/python3.11/dist-packages/h5py/h5pl.cpython-311-x86_64-linux-gnu.so\r\n 115:\r\n 115:\r\n 115: calling init: /usr/local/lib/python3.11/dist-packages/h5py/h5o.cpython-311-x86_64-linux-gnu.so\r\n 115:\r\n 115:\r\n 115: calling init: /usr/local/lib/python3.11/dist-packages/h5py/h5l.cpython-311-x86_64-linux-gnu.so\r\n 115:\r\n 115:\r\n 115: calling init: /usr/local/lib/python3.11/dist-packages/h5py/_selector.cpython-311-x86_64-linux-gnu.so\r\n 115:\r\n 115:\r\n 115: calling init: /usr/local/lib/python3.11/dist-packages/tensorflow/python/util/fast_module_type.so\r\n 115:\r\n 115:\r\n 115: calling init: /usr/local/lib/python3.11/dist-packages/tensorflow/python/client/_pywrap_debug_events_writer.so\r\n 115:\r\n 115:\r\n 115: calling init: /usr/local/lib/python3.11/dist-packages/tensorflow/python/framework/_pywrap_python_op_gen.so\r\n 115:\r\n 115:\r\n 115: calling init: /usr/local/lib/python3.11/dist-packages/tensorflow/python/_pywrap_toco_api.so\r\n 115:\r\n 115:\r\n 115: calling init: /usr/local/lib/python3.11/dist-packages/tensorflow/compiler/mlir/quantization/tensorflow/calibrator/pywrap_calibration.so\r\n 115:\r\n 115:\r\n 115: calling init: /usr/local/lib/python3.11/dist-packages/tensorflow/compiler/mlir/quantization/tensorflow/python/pywrap_function_lib.so\r\n 115:\r\n 115:\r\n 115: calling init: /usr/local/lib/python3.11/dist-packages/tensorflow/lite/python/metrics/_pywrap_tensorflow_lite_metrics_wrapper.so\r\n 115:\r\n 115:\r\n 115: calling init: /usr/local/lib/python3.11/dist-packages/tensorflow/lite/experimental/microfrontend/python/ops/_audio_microfrontend_op.so\r\n 115:\r\n 115:\r\n 115: calling init: /usr/local/lib/python3.11/dist-packages/tensorflow/lite/python/interpreter_wrapper/_pywrap_tensorflow_interpreter_wrapper.so\r\n 115:\r\n 115:\r\n 115: calling init: /usr/local/lib/python3.11/dist-packages/tensorflow/lite/python/analyzer_wrapper/_pywrap_analyzer_wrapper.so\r\n 115:\r\n 115:\r\n 115: calling init: /usr/local/lib/python3.11/dist-packages/tensorflow/python/_pywrap_mlir.so\r\n 115:\r\n 115:\r\n 115: calling init: /usr/local/lib/python3.11/dist-packages/tensorflow/python/util/_pywrap_tfprof.so\r\n 115:\r\n 115:\r\n 115: calling init: /usr/local/lib/python3.11/dist-packages/tensorflow/compiler/mlir/quantization/tensorflow/python/pywrap_quantize_model.so\r\n 115:\r\n 115:\r\n 115: calling init: /usr/local/lib/python3.11/dist-packages/tensorflow/python/tpu/_pywrap_tpu_embedding.so\r\n 115:\r\n 115:\r\n 115: calling init: /usr/local/lib/python3.11/dist-packages/tensorflow/python/_pywrap_quantize_training.so\r\n 115:\r\n 115:\r\n 115: calling init: /usr/local/lib/python3.11/dist-packages/tensorflow/core/kernels/libtfkernel_sobol_op.so\r\n 115:\r\n 115:\r\n 115: calling init: /usr/local/lib/python3.11/dist-packages/tree/_tree.cpython-311-x86_64-linux-gnu.so\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/bin/python [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /lib/x86_64-linux-gnu/libexpat.so.1 [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/lib/python3.11/lib-dynload/_bz2.cpython-311-x86_64-linux-gnu.so [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /lib/x86_64-linux-gnu/libbz2.so.1.0 [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/lib/python3.11/lib-dynload/_lzma.cpython-311-x86_64-linux-gnu.so [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /lib/x86_64-linux-gnu/liblzma.so.5 [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/lib/python3.11/lib-dynload/_typing.cpython-311-x86_64-linux-gnu.so [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/lib/python3.11/lib-dynload/_queue.cpython-311-x86_64-linux-gnu.so [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/lib/python3.11/lib-dynload/_json.cpython-311-x86_64-linux-gnu.so [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/_pywrap_tf2.so [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/lib/python3.11/lib-dynload/termios.cpython-311-x86_64-linux-gnu.so [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/local/lib/python3.11/dist-packages/numpy/core/_multiarray_umath.cpython-311-x86_64-linux-gnu.so [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/lib/python3.11/lib-dynload/_contextvars.cpython-311-x86_64-linux-gnu.so [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/local/lib/python3.11/dist-packages/numpy/core/_multiarray_tests.cpython-311-x86_64-linux-gnu.so [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/lib/python3.11/lib-dynload/_ctypes.cpython-311-x86_64-linux-gnu.so [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /lib/x86_64-linux-gnu/libffi.so.8 [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/local/lib/python3.11/dist-packages/numpy/linalg/_umath_linalg.cpython-311-x86_64-linux-gnu.so [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/local/lib/python3.11/dist-packages/numpy/core/../../numpy.libs/libopenblas64_p-r0-0cf96a72.3.23.dev.so [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/local/lib/python3.11/dist-packages/numpy/core/../../numpy.libs/libgfortran-040039e1.so.5.0.0 [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/local/lib/python3.11/dist-packages/numpy/core/../../numpy.libs/libquadmath-96973f99.so.0.0.0 [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/local/lib/python3.11/dist-packages/numpy/fft/_pocketfft_internal.cpython-311-x86_64-linux-gnu.so [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/local/lib/python3.11/dist-packages/numpy/random/mtrand.cpython-311-x86_64-linux-gnu.so [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/local/lib/python3.11/dist-packages/numpy/random/bit_generator.cpython-311-x86_64-linux-gnu.so [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/local/lib/python3.11/dist-packages/numpy/random/_common.cpython-311-x86_64-linux-gnu.so [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/lib/python3.11/lib-dynload/_hashlib.cpython-311-x86_64-linux-gnu.so [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/local/lib/python3.11/dist-packages/numpy/random/_bounded_integers.cpython-311-x86_64-linux-gnu.so [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/local/lib/python3.11/dist-packages/numpy/random/_mt19937.cpython-311-x86_64-linux-gnu.so [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/local/lib/python3.11/dist-packages/numpy/random/_philox.cpython-311-x86_64-linux-gnu.so [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/local/lib/python3.11/dist-packages/numpy/random/_pcg64.cpython-311-x86_64-linux-gnu.so [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/local/lib/python3.11/dist-packages/numpy/random/_sfc64.cpython-311-x86_64-linux-gnu.so [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/local/lib/python3.11/dist-packages/numpy/random/_generator.cpython-311-x86_64-linux-gnu.so [0]\r\n 115:\r\n 115:\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/lib/python3.11/lib-dynload/_ssl.cpython-311-x86_64-linux-gnu.so [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /lib/x86_64-linux-gnu/libssl.so.3 [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /lib/x86_64-linux-gnu/libcrypto.so.3 [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/_pywrap_cpu_feature_guard.so [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/local/lib/python3.11/dist-packages/tensorflow/python/_pywrap_tfe.so [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/local/lib/python3.11/dist-packages/tensorflow/python/client/_pywrap_tf_session.so [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/local/lib/python3.11/dist-packages/tensorflow/python/util/_tf_stack.so [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/local/lib/python3.11/dist-packages/tensorflow/python/_pywrap_py_exception_registry.so [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/local/lib/python3.11/dist-packages/ml_dtypes/_ml_dtypes_ext.cpython-311-x86_64-linux-gnu.so [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/local/lib/python3.11/dist-packages/tensorflow/python/framework/_dtypes.so [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/local/lib/python3.11/dist-packages/tensorflow/python/util/_pywrap_nest.so [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/local/lib/python3.11/dist-packages/tensorflow/python/util/_pywrap_utils.so [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/local/lib/python3.11/dist-packages/wrapt/_wrappers.cpython-311-x86_64-linux-gnu.so [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/local/lib/python3.11/dist-packages/tensorflow/python/profiler/internal/_pywrap_traceme.so [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/local/lib/python3.11/dist-packages/tensorflow/python/flags_pybind.so [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/local/lib/python3.11/dist-packages/tensorflow/python/util/_pywrap_determinism.so [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/local/lib/python3.11/dist-packages/tensorflow/python/util/_pywrap_tensor_float_32_execution.so [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/local/lib/python3.11/dist-packages/tensorflow/python/_pywrap_dtensor_device.so [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/local/lib/python3.11/dist-packages/tensorflow/python/framework/_op_def_registry.so [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/local/lib/python3.11/dist-packages/tensorflow/python/framework/_op_def_library_pybind.so [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/local/lib/python3.11/dist-packages/tensorflow/python/framework/_pywrap_python_api_dispatcher.so [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/lib/python3.11/lib-dynload/_multiprocessing.cpython-311-x86_64-linux-gnu.so [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/local/lib/python3.11/dist-packages/tensorflow/python/client/_pywrap_device_lib.so [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/local/lib/python3.11/dist-packages/tensorflow/python/lib/io/_pywrap_record_io.so [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/local/lib/python3.11/dist-packages/tensorflow/python/framework/_proto_comparators.so [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/lib/python3.11/lib-dynload/_decimal.cpython-311-x86_64-linux-gnu.so [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /lib/x86_64-linux-gnu/libmpdec.so.3 [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/local/lib/python3.11/dist-packages/tensorflow/python/_pywrap_parallel_device.so [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/lib/python3.11/lib-dynload/_uuid.cpython-311-x86_64-linux-gnu.so [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /lib/x86_64-linux-gnu/libuuid.so.1 [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/local/lib/python3.11/dist-packages/tensorflow/python/data/experimental/service/_pywrap_server_lib.so [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/local/lib/python3.11/dist-packages/tensorflow/python/data/experimental/service/_pywrap_utils.so [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/local/lib/python3.11/dist-packages/tensorflow/python/lib/io/_pywrap_file_io.so [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/local/lib/python3.11/dist-packages/tensorflow/python/saved_model/pywrap_saved_model.so [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/local/lib/python3.11/dist-packages/tensorflow/python/util/_pywrap_checkpoint_reader.so [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/local/lib/python3.11/dist-packages/tensorflow/python/lib/core/_pywrap_py_func.so [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/local/lib/python3.11/dist-packages/tensorflow/python/profiler/internal/_pywrap_profiler.so [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/lib/python3.11/lib-dynload/_asyncio.cpython-311-x86_64-linux-gnu.so [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/local/lib/python3.11/dist-packages/tensorflow/python/_pywrap_sanitizers.so [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/local/lib/python3.11/dist-packages/tensorflow/python/framework/_test_metrics_util.so [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/_pywrap_stacktrace_handler.so [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/local/lib/python3.11/dist-packages/tensorflow/python/util/_pywrap_util_port.so [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/local/lib/python3.11/dist-packages/tensorflow/python/client/_pywrap_events_writer.so [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/local/lib/python3.11/dist-packages/tensorflow/compiler/tf2tensorrt/_pywrap_py_utils.so [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/local/lib/python3.11/dist-packages/tensorflow/python/grappler/_pywrap_tf_optimizer.so [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/local/lib/python3.11/dist-packages/tensorflow/python/grappler/_pywrap_tf_cluster.so [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/local/lib/python3.11/dist-packages/charset_normalizer/md.cpython-311-x86_64-linux-gnu.so [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/local/lib/python3.11/dist-packages/charset_normalizer/md__mypyc.cpython-311-x86_64-linux-gnu.so [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/lib/python3.11/lib-dynload/_multibytecodec.cpython-311-x86_64-linux-gnu.so [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/local/lib/python3.11/dist-packages/h5py/_errors.cpython-311-x86_64-linux-gnu.so [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/local/lib/python3.11/dist-packages/h5py/h5.cpython-311-x86_64-linux-gnu.so [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/local/lib/python3.11/dist-packages/h5py/defs.cpython-311-x86_64-linux-gnu.so [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/local/lib/python3.11/dist-packages/h5py/_objects.cpython-311-x86_64-linux-gnu.so [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/local/lib/python3.11/dist-packages/h5py/_conv.cpython-311-x86_64-linux-gnu.so [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/local/lib/python3.11/dist-packages/h5py/h5r.cpython-311-x86_64-linux-gnu.so [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/local/lib/python3.11/dist-packages/h5py/h5p.cpython-311-x86_64-linux-gnu.so [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/local/lib/python3.11/dist-packages/h5py/h5t.cpython-311-x86_64-linux-gnu.so [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/local/lib/python3.11/dist-packages/h5py/utils.cpython-311-x86_64-linux-gnu.so [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/local/lib/python3.11/dist-packages/h5py/h5s.cpython-311-x86_64-linux-gnu.so [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/local/lib/python3.11/dist-packages/h5py/h5ac.cpython-311-x86_64-linux-gnu.so [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/local/lib/python3.11/dist-packages/h5py/_proxy.cpython-311-x86_64-linux-gnu.so [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/local/lib/python3.11/dist-packages/h5py/h5z.cpython-311-x86_64-linux-gnu.so [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/local/lib/python3.11/dist-packages/h5py/h5a.cpython-311-x86_64-linux-gnu.so [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/local/lib/python3.11/dist-packages/h5py/h5d.cpython-311-x86_64-linux-gnu.so [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/local/lib/python3.11/dist-packages/h5py/h5ds.cpython-311-x86_64-linux-gnu.so [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/local/lib/python3.11/dist-packages/h5py/h5f.cpython-311-x86_64-linux-gnu.so [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/local/lib/python3.11/dist-packages/h5py/h5g.cpython-311-x86_64-linux-gnu.so [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/local/lib/python3.11/dist-packages/h5py/h5i.cpython-311-x86_64-linux-gnu.so [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/local/lib/python3.11/dist-packages/h5py/h5fd.cpython-311-x86_64-linux-gnu.so [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/local/lib/python3.11/dist-packages/h5py/h5pl.cpython-311-x86_64-linux-gnu.so [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/local/lib/python3.11/dist-packages/h5py/h5o.cpython-311-x86_64-linux-gnu.so [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/local/lib/python3.11/dist-packages/h5py/h5l.cpython-311-x86_64-linux-gnu.so [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/local/lib/python3.11/dist-packages/h5py/_selector.cpython-311-x86_64-linux-gnu.so [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/local/lib/python3.11/dist-packages/h5py/../h5py.libs/libhdf5_hl-123198ff.so.310.0.2 [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/local/lib/python3.11/dist-packages/h5py/../h5py.libs/libhdf5-7f639dcd.so.310.2.0 [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /lib/x86_64-linux-gnu/libz.so.1 [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/local/lib/python3.11/dist-packages/h5py/../h5py.libs/libsz-b66d1717.so.2.0.1 [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/local/lib/python3.11/dist-packages/h5py/../h5py.libs/libaec-001fb5f0.so.0.0.12 [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/local/lib/python3.11/dist-packages/tensorflow/python/util/fast_module_type.so [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/local/lib/python3.11/dist-packages/tensorflow/python/client/_pywrap_debug_events_writer.so [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/local/lib/python3.11/dist-packages/tensorflow/python/framework/_pywrap_python_op_gen.so [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/local/lib/python3.11/dist-packages/tensorflow/python/_pywrap_toco_api.so [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/local/lib/python3.11/dist-packages/tensorflow/compiler/mlir/quantization/tensorflow/calibrator/pywrap_calibration.so [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/local/lib/python3.11/dist-packages/tensorflow/compiler/mlir/quantization/tensorflow/python/pywrap_function_lib.so [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/local/lib/python3.11/dist-packages/tensorflow/lite/python/metrics/_pywrap_tensorflow_lite_metrics_wrapper.so [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/local/lib/python3.11/dist-packages/tensorflow/lite/experimental/microfrontend/python/ops/_audio_microfrontend_op.so [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/local/lib/python3.11/dist-packages/tensorflow/lite/python/interpreter_wrapper/_pywrap_tensorflow_interpreter_wrapper.so [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/local/lib/python3.11/dist-packages/tensorflow/lite/python/analyzer_wrapper/_pywrap_analyzer_wrapper.so [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/local/lib/python3.11/dist-packages/tensorflow/python/_pywrap_mlir.so [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/local/lib/python3.11/dist-packages/tensorflow/python/util/_pywrap_tfprof.so [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/local/lib/python3.11/dist-packages/tensorflow/compiler/mlir/quantization/tensorflow/python/pywrap_quantize_model.so [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/local/lib/python3.11/dist-packages/tensorflow/python/tpu/_pywrap_tpu_embedding.so [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/local/lib/python3.11/dist-packages/tensorflow/python/_pywrap_quantize_training.so [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../_pywrap_tensorflow_internal.so [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../libtensorflow_cc.so.2 [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/local/lib/python3.11/dist-packages/tensorflow/core/kernels/libtfkernel_sobol_op.so [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/local/lib/python3.11/dist-packages/tensorflow/python/platform/../../libtensorflow_framework.so.2 [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /lib/x86_64-linux-gnu/librt.so.1 [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /lib/x86_64-linux-gnu/libpthread.so.0 [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /lib/x86_64-linux-gnu/libdl.so.2 [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /usr/local/lib/python3.11/dist-packages/tree/_tree.cpython-311-x86_64-linux-gnu.so [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /lib/x86_64-linux-gnu/libstdc++.so.6 [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /lib/x86_64-linux-gnu/libgcc_s.so.1 [0]\r\n 115:\r\n 115:\r\n 115: calling fini: /lib/x86_64-linux-gnu/libm.so.6 [0]\r\n 115:\r\n\r\n== env ==========================================================\r\nLD_LIBRARY_PATH is unset\r\nDYLD_LIBRARY_PATH is unset\r\n\r\n== nvidia-smi ===================================================\r\n./tf_env_collect.sh: line 147: nvidia-smi: command not found\r\n\r\n== cuda libs ===================================================\r\n\r\n== tensorflow installed from info ==================\r\n\r\n== python version ==============================================\r\n(major, minor, micro, releaselevel, serial)\r\n(3, 11, 0, 'candidate', 1)\r\n\r\n== bazel version ===============================================\r\n```", "@x0w3n,\r\nAs mentioned, the tf.reduce_mean is not aborted and it is failing with the error which is expected. As the error(convolution input must be 4-dimensional) mentioned the API is expecting the input as the 4-dimensional. Could you please try with the expected input and try to execute. \r\nThank you!\r\n" ]
"2024-06-03T15:15:20"
"2024-06-11T05:23:35"
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### Issue type Bug ### Have you reproduced the bug with TensorFlow Nightly? Yes ### Source source ### TensorFlow version tf 2.16 ### Custom code Yes ### OS platform and distribution Linux Ubuntu 22.04.3 LTS (x86_64) ### Mobile device _No response_ ### Python version 3.9.13 ### Bazel version _No response_ ### GCC/compiler version _No response_ ### CUDA/cuDNN version _No response_ ### GPU model and memory _No response_ ### Current behavior? The crash occurs when calling tf.reduce_mean when my machine has no gpu. interestingly when I run the code under the latest TensorFlow Nightly version on the colab, the colab throws an error instead of a crash. I'm not sure if the cause of this problem is because of my python version, or some other environmental effect, I'm running the code on the same machine with tf version 2.16 which also causes a crash. ### Standalone code to reproduce the issue ```shell import tensorflow as tf import numpy as np print("tensorflow version: "+ tf.__version__) print("gpu available:"+ str(tf.test.is_gpu_available())) print("************") x_data = np.random.rand(100).astype(np.float32) y_data = np.random.rand(100).astype(np.float32) Weights = tf.Variable(tf.random.uniform([1], (- 1.0), 1.0)) y = tf.nn.conv2d(x_data, Weights, strides=[1, 1, 1, 1], padding='SAME') loss = tf.reduce_mean(tf.square((y - y_data))) ``` ### Relevant log output ```shell 2024-06-03 14:53:46.290687: I tensorflow/core/util/port.cc:153] oneDNN custom operations are on. You may see slightly different numerical results due to floating-point round-off errors from different computation orders. To turn them off, set the environment variable `TF_ENABLE_ONEDNN_OPTS=0`. 2024-06-03 14:53:46.290874: I external/local_xla/xla/tsl/cuda/cudart_stub.cc:32] Could not find cuda drivers on your machine, GPU will not be used. 2024-06-03 14:53:46.293040: I external/local_xla/xla/tsl/cuda/cudart_stub.cc:32] Could not find cuda drivers on your machine, GPU will not be used. 2024-06-03 14:53:46.317175: I tensorflow/core/platform/cpu_feature_guard.cc:210] This TensorFlow binary is optimized to use available CPU instructions in performance-critical operations. To enable the following instructions: AVX2 AVX_VNNI FMA, in other operations, rebuild TensorFlow with the appropriate compiler flags. 2024-06-03 14:53:46.927920: W tensorflow/compiler/tf2tensorrt/utils/py_utils.cc:38] TF-TRT Warning: Could not find TensorRT /root/anaconda3/lib/python3.9/site-packages/scipy/__init__.py:155: UserWarning: A NumPy version >=1.18.5 and <1.25.0 is required for this version of SciPy (detected version 1.26.4 warnings.warn(f"A NumPy version >={np_minversion} and <{np_maxversion}" tensorflow version: 2.17.0-dev20240527 WARNING:tensorflow:From /home/tf/test_get.py:6: is_gpu_available (from tensorflow.python.framework.test_util) is deprecated and will be removed in a future version. Instructions for updating: Use `tf.config.list_physical_devices('GPU')` instead. gpu available__False ************ 2024-06-03 14:53:47.528427: F ./tensorflow/core/util/tensor_format.h:428] Check failed: index >= 0 && index < num_total_dims Invalid index from the dimension: 3, 0, C Aborted ```
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Use mlir_converter::ApplyIndexing in loop_mlir.
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Use mlir_converter::ApplyIndexing in loop_mlir. Currently, we still generate multi-result apply_indexing ops there. We need to ban this.
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[XLA:GPU][MLIR emitters] Split ReductionFusionBase into two classes.
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[XLA:GPU][MLIR emitters] Split ReductionFusionBase into two classes.
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[Triton] DotOperandEncodingAttr verifier expects kwidth to be unset (defaulted to 0) when the parent is Blocked layout. Parent uses Blocked layout when Tensor Cores are disabled. This change fixes a constructor that doesn't respect this constraint.
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[Triton] DotOperandEncodingAttr verifier expects kwidth to be unset (defaulted to 0) when the parent is Blocked layout. Parent uses Blocked layout when Tensor Cores are disabled. This change fixes a constructor that doesn't respect this constraint.
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[XLA:GPU] Disable broken `GpuCompilerTest.GemmFusionIsNoOpWhenGemmFusionAutotunerFallsBackToCublas` temporarily.
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[XLA:GPU] Disable broken `GpuCompilerTest.GemmFusionIsNoOpWhenGemmFusionAutotunerFallsBackToCublas` temporarily.
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Add the batch_padding_policy attribute to BatchFunction.
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Add the batch_padding_policy attribute to BatchFunction.
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Fix up the wheel for `auditwheel`.
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Fix up the wheel for `auditwheel`. Follow-up to: https://github.com/tensorflow/tensorflow/commit/c09c4cd108bdd4e6e68364ac1ee7f45fd0f72185
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Fix usage of cl_intel_required_subgroup_size for non-intel driver
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Fix usage of cl_intel_required_subgroup_size for non-intel driver
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Add `tags` parameters to the gen_gpu_hlo_compile_tests build rule.
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Add `tags` parameters to the gen_gpu_hlo_compile_tests build rule.
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Fix the path to the tensorflow dir in the Win libtensorflow script.
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Fix the path to the tensorflow dir in the Win libtensorflow script.
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Simplify bitcast-convert chain.
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Simplify bitcast-convert chain. When there is a chain of bitcast-converts, only keep the last one.
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Utilize GPU for tf 2.15
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[ "@FutureGoose Please ensure you have a compatible Nvidia GPU and drivers installed. Also kindly verify that the paths to CUDA, cuDNN, and TensorFlow DLLs are added to your system's environment variable PATH as well.\r\nThank you!" ]
"2024-06-03T10:53:12"
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### Issue type Build/Install ### Have you reproduced the bug with TensorFlow Nightly? No ### Source source ### TensorFlow version 2.15 ### Custom code No ### OS platform and distribution WSL Ubuntu 22.04.3 (Windows 10) ### Mobile device _No response_ ### Python version 3.10 ### Bazel version _No response_ ### GCC/compiler version _No response_ ### CUDA/cuDNN version 11.8/8.6 ### GPU model and memory 4095MB NVIDIA GeForce RTX 2070 SUPER ### Current behavior? TensorFlow is not finding the GPU. ### Standalone code to reproduce the issue ```shell `python3 -c "import tensorflow as tf; print(tf.config.list_physical_devices('GPU'))"` I have a lot of training data, so I'm trying to get TensorFlow to utilize the computer's GPU. I have been unsuccessful so far. Any help would be greatly appreciated. The project I'm working on requires tf 2.15. My understanding is that these are the options for tf to make it run on the GPU: 1. Python 3.9 with tf 2.10 2. Python 3.10 with the [DirectML plugin](https://github.com/microsoft/tensorflow-directml-plugin#tensorflow-directml-plugin-) (tf 2.10) 3. Linux (WSL in this case) Since the project requirement is tf 2.15, I'm left with only option 3. I've been following the installation instructions here: [](https://www.tensorflow.org/install/pip#windows-wsl2) and here [](https://docs.nvidia.com/cuda/wsl-user-guide/index.html#cuda-support-for-wsl-2) I.e. Cuda 11.8 and cuDNN 8.6. ``` ### Relevant log output ```shell 2024-05-30 21:40:47.425057: I tensorflow/core/platform/cpu_feature_guard.cc:210] This TensorFlow binary is optimized to use available CPU instructions in performance-critical operations. To enable the following instructions: AVX2 FMA, in other operations, rebuild TensorFlow with the appropriate compiler flags. 2024-05-30 21:40:48.004912: W tensorflow/compiler/tf2tensorrt/utils/py_utils.cc:38] TF-TRT Warning: Could not find TensorRT 2024-05-30 21:40:48.594078: I external/local_xla/xla/stream_executor/cuda/cuda_executor.cc:984] could not open file to read NUMA node: /sys/bus/pci/devices/0000:01:00.0/numa_node Your kernel may have been built without NUMA support. 2024-05-30 21:40:48.613551: W tensorflow/core/common_runtime/gpu/gpu_device.cc:2251] Cannot dlopen some GPU libraries. Please make sure the missing libraries mentioned above are installed properly if you would like to use GPU. Follow the guide at https://www.tensorflow.org/install/gpu for how to download and setup the required libraries for your platform. Skipping registering GPU devices... [] ``` Some other, perhaps, relevant information: ``` nvcc: NVIDIA (R) Cuda compiler driver Copyright (c) 2005-2022 NVIDIA Corporation Built on Wed_Sep_21_10:33:58_PDT_2022 Cuda compilation tools, release 11.8, V11.8.89 Build cuda_11.8.r11.8/compiler.31833905_0 ``` ``` +-----------------------------------------------------------------------------+ | NVIDIA-SMI 520.61.05 Driver Version: 555.85 CUDA Version: 12.5 | |-------------------------------+----------------------+----------------------+ | 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 NVIDIA GeForce ... On | 00000000:01:00.0 On | N/A | | 0% 55C P0 42W / 215W | 725MiB / 8192MiB | 0% Default | | | | N/A | +-------------------------------+----------------------+----------------------+ +-----------------------------------------------------------------------------+ | Processes: | | GPU GI CI PID Type Process name GPU Memory | | ID ID Usage | |=============================================================================| +-----------------------------------------------------------------------------+ ``` ```
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replace the invalid indices with oob values for spars_grouping_packed
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"2024-06-03T10:49:16"
"2024-06-03T10:49:16"
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replace the invalid indices with oob values for spars_grouping_packed
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Disable ptx_compiler_test with msan.
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"2024-06-03T09:59:02"
"2024-06-03T12:38:36"
"2024-06-03T12:38:36"
NONE
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Disable ptx_compiler_test with msan. We are currently not using compilation via libNVPTX. So even if the msan failure is valid, it should not matter right now. While there, clean up ptx_compiler_test a bit.
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[XLA:GPU] Support mocking away all collectives
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"2024-06-03T09:54:45"
"2024-06-03T09:54:46"
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[XLA:GPU] Support mocking away all collectives
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[NFC] Inline ExecuteXlaRuntimeOrThunks
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"2024-06-03T09:32:05"
"2024-06-05T13:47:51"
"2024-06-05T13:47:49"
NONE
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[NFC] Inline ExecuteXlaRuntimeOrThunks The method does not make sense since we currently always go through thunks
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[XLA:GPU] Add all-reduce-splitter pass to collective opt pipeline.
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"2024-06-03T08:44:11"
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[XLA:GPU] Add all-reduce-splitter pass to collective opt pipeline.
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TF Lite. Cmake. Latest git repo fails to compile from source on windows.
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null
[ "Hi @roll-123 ,\r\n\r\nLet me replicate this issue and I will get back to you." ]
"2024-06-03T08:28:16"
"2024-06-11T14:32:45"
null
NONE
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### Issue type Build/Install ### Have you reproduced the bug with TensorFlow Nightly? No ### Source source ### TensorFlow version latest from git ### Custom code No ### OS platform and distribution Windows ### Mobile device _No response_ ### Python version _No response_ ### Bazel version _No response_ ### GCC/compiler version MSVC 17.10 ### CUDA/cuDNN version _No response_ ### GPU model and memory _No response_ ### Current behavior? Tensorflow lite fails to compile on windows. MSVC compiler complains becuase designated initializers is a C++20 feature but cmake set the project to be C++17. ### Standalone code to reproduce the issue ```shell In a terminal on windows: git clone https://github.com/tensorflow/tensorflow.git cd tensorflow/tensorflow/lite cmake -B tflite_build cmake --build tflite_build ``` ### Relevant log output ```shell tensorflow/tensorflow/lite/core/c/operator.cc(28,29): error C7555: use of designated initializers requires at least '/std:c++20' tensorflow/tensorflow/lite/delegates/xnnpack/weight_cache.h(276,7): error C7555: use of designated initializers requires at least '/std:c++20' tensorflow/tensorflow/lite/delegates/xnnpack/weight_cache.cc(206,22): error C7555: use of designated initializers requires at least '/std:c++20' tensorflow/tensorflow/lite/delegates/xnnpack/weight_cache.cc(210,30): error C7555: use of designated initializers requires at least '/std:c++20' tensorflow/tensorflow/lite/delegates/xnnpack/weight_cache.cc(380,26): error C7555: use of designated initializers requires at least '/std:c++20' tensorflow/tensorflow/lite/delegates/xnnpack/weight_cache.cc(383,26): error C7555: use of designated initializers requires at least '/std:c++20' tensorflow/tensorflow/lite/delegates/xnnpack/weight_cache.cc(518,25): error C7555: use of designated initializers requires at least '/std:c++20' ```
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Fix formatting README.md
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[ "Thanks for your pull request! It looks like this may be your first contribution to a Google open source project. Before we can look at your pull request, you'll need to sign a Contributor License Agreement (CLA).\n\nView this [failed invocation](https://github.com/tensorflow/tensorflow/pull/69035/checks?check_run_id=25721854540) of the CLA check for more information.\n\nFor the most up to date status, view the checks section at the bottom of the pull request." ]
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Integrate LLVM at llvm/llvm-project@ae8627809076
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Integrate LLVM at llvm/llvm-project@ae8627809076 Updates LLVM usage to match [ae8627809076](https://github.com/llvm/llvm-project/commit/ae8627809076)
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Replace auto assignment list
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Remove the auto assignment list
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[xla:ffi] Add filegroup for all FFI headers
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[xla:ffi] Add filegroup for all FFI headers For the JAX FFI interface, it is useful to have a build filegroup containing the three headers that end users will typically need.
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[ "@victorrabellaa,\r\nI tried to execute the mentioned code and faced a different error. Kindly find the gist of it [here](https://colab.research.google.com/gist/tilakrayal/5386c10bec042313fdcf6ef4e63f1426/untitled1923.ipynb) and share all dependencies to replicate the issue or share a colab gist with the reported error. Also provide the error log to debug the issue. Thank you!", "Are you satisfied with the resolution of your issue?\n<a href=\"https://docs.google.com/forms/d/e/1FAIpQLSfaP12TRhd9xSxjXZjcZFNXPGk4kc1-qMdv3gc6bEP90vY1ew/viewform?entry.85265664=Yes&entry.2137816233=https://github.com/tensorflow/tensorflow/issues/69022\">Yes</a>\n<a href=\"https://docs.google.com/forms/d/e/1FAIpQLSfaP12TRhd9xSxjXZjcZFNXPGk4kc1-qMdv3gc6bEP90vY1ew/viewform?entry.85265664=No&entry.2137816233=https://github.com/tensorflow/tensorflow/issues/69022\">No</a>\n", "Are you satisfied with the resolution of your issue?\n<a href=\"https://docs.google.com/forms/d/e/1FAIpQLSfaP12TRhd9xSxjXZjcZFNXPGk4kc1-qMdv3gc6bEP90vY1ew/viewform?entry.85265664=Yes&entry.2137816233=https://github.com/tensorflow/tensorflow/issues/69022\">Yes</a>\n<a href=\"https://docs.google.com/forms/d/e/1FAIpQLSfaP12TRhd9xSxjXZjcZFNXPGk4kc1-qMdv3gc6bEP90vY1ew/viewform?entry.85265664=No&entry.2137816233=https://github.com/tensorflow/tensorflow/issues/69022\">No</a>\n" ]
"2024-06-02T14:44:16"
"2024-06-09T22:14:35"
"2024-06-09T22:13:29"
NONE
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Running an Integrated Image Segmenter in Java
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[ "Hi @fsamekl ,\r\n\r\nCan you also provide me the tflite model please so that i can replicate the issue ?", "This issue is stale because it has been open for 7 days with no activity. It will be closed if no further activity occurs. Thank you." ]
"2024-06-02T13:02:07"
"2024-06-11T01:51:03"
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The segmentation model I trained using YOLOv5S was converted to tflite and deployed using TensorFlow Lite on Android. However, when it ran, it reported an error and crashed, which seems to have two issues. The first one is: Java. lang. IllegalArgumentException: Error occurred when initializing ImageSegment: Image segmentation models are expected to have only 1 output, found 2 The second one: Error getting native address of native library: task_vision_jni, I would like to ask how to solve this problem? thanks Here is my code: public class MainActivity extends AppCompatActivity { private ImageView iv_Y_result, iv_H_result; private TextView tv_result; private Button btn_result; private String MODEL_YOLOV5SSEG = "yolov5s-seg.tflite"; private Context context; @Override protected void onCreate(Bundle savedInstanceState) { super.onCreate(savedInstanceState); setContentView(R.layout.activity_main); context = this; iv_H_result = findViewById(R.id.iv_H_result); iv_Y_result = findViewById(R.id.iv_Y_result); btn_result = findViewById(R.id.btn_result); tv_result = findViewById(R.id.tv_result); Bitmap bitmap = BitmapFactory.decodeResource(getResources(), R.drawable.a3); iv_Y_result.setImageBitmap(bitmap); btn_result.setOnClickListener(new View.OnClickListener() { @Override public void onClick(View view) { Bitmap bitmap = BitmapFactory.decodeResource(getResources(), R.drawable.a3); TensorImage tensorImage = TensorImage.fromBitmap(bitmap); ImageSegmenter.ImageSegmenterOptions options = ImageSegmenter.ImageSegmenterOptions.builder() .setBaseOptions(BaseOptions.builder().build()) .setOutputType(OutputType.CONFIDENCE_MASK) .build(); ImageSegmenter imageSegmenter = null; try { imageSegmenter = ImageSegmenter.createFromFileAndOptions(context, MODEL_YOLOV5SSEG, options); } catch (IOException e) { throw new RuntimeException(e); } // Run inference List<Segmentation> results = imageSegmenter.segment(tensorImage); Log.e("HENG", results.toString()); } }); } }
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tflite-runtime 2.11 python wheel for windows
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[ "@akanarik There's no official support for Windows wheels in tflite-runtime. Nightly builds might occasionally include Windows support for TFLite runtime. Could you try building your own wheel and explore pre-built TensorFlow binaries that might include TFLite runtime support on Windows? \r\nPlease refer to [this](https://www.tensorflow.org/install/source) guide which provides a general overview of building TensorFlow from a source that includes TFlite as well. Also you may stay updated with TF releases [here](https://github.com/tensorflow/tensorflow/releases). \r\nFor any further queries kindly post this issue in TF [forum](https://discuss.tensorflow.org/).\r\nThank you!", "This issue is stale because it has been open for 7 days with no activity. It will be closed if no further activity occurs. Thank you." ]
"2024-06-02T09:09:33"
"2024-06-11T01:51:04"
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1 of our products is a Windows service based on Python code, that needs tflite-runtime Interpeter in order to use a model that was developed and traind on full tensorflow 2.11. we need tflite-runtime to in order to get smaller windows installation file I see pip installation for tflite-runtime for Linux, but not for Windows And I could not find working HowTo guid for building my own windows wheel from tensorflow source 1. Are you planning to have tflite-runtime2.11 or later wheel for windows? 2. Would you be able to point me to any HowTo build windows wheel from tensorflow.lite source Thanks Amitai
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Implements the `DisassembleIntoSingleDeviceArrays` method for the BasicStringArray class.
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Implements the `DisassembleIntoSingleDeviceArrays` method for the BasicStringArray class.
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PR #13302: [GPU] Fix scoped timer of LLVM verifier and move it to a higher logging level.
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PR #13302: [GPU] Fix scoped timer of LLVM verifier and move it to a higher logging level. Imported from GitHub PR https://github.com/openxla/xla/pull/13302 Copybara import of the project: -- d174aac56c56bc61a146aafcb0c83e16a8154d06 by Ilia Sergachev <isergachev@nvidia.com>: [GPU] Fix scoped timer of LLVM verifier and move it to a higher logging level. Merging this change closes #13302 FUTURE_COPYBARA_INTEGRATE_REVIEW=https://github.com/openxla/xla/pull/13302 from openxla:fix_verifier_logging d174aac56c56bc61a146aafcb0c83e16a8154d06
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Fix a bug in AtomicFunction destructor.
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Fix a bug in AtomicFunction destructor. When RUNTIME_FUNCTION_REFS is None, the code should return instead of passing.
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Support passing user-supplied data to TfLiteOperator's methods
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Support passing user-supplied data to TfLiteOperator's methods The current mechanism of having TfLiteOperator.init return a user-allocated buffer doesn't allow for the TfLiteOperator.init to take a user-supplied pointer. And that is something we want to support so as to allow the developer to pass TfLiteOperatorCreate() a C struct or C++ class implementing the Init/Free/Prepare/Eval methods.
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[XLA:GPU] Renaming AddressComputationThunk to DynamicSliceThunk
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[XLA:GPU] Renaming AddressComputationThunk to DynamicSliceThunk "AddressComputation" is confusing, it simply fuses dynamic slice (and dynamic update slice) into other thunks via buffer assignment tricks
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Move `::mlir::lite::QuantizeWeights` from `TfLiteStatus` to `absl::Status`.
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Support int64 indice type for tflite dynamic update slice op.
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