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CONTRIBUTING.md
your changes by running the command: ```bash tensorflow/tools/ci_build/ci_build.sh CPU tensorflow/tools/ci_build/ci_sanity.sh ``` This will catch most license, Python coding style and BUILD file issues that may exist in your changes. #### Running unit tests There are two ways to run TensorFlow unit tests. 1. Using tools and libraries installed directly on your system. Refer to the
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tensorflow/c/eager/c_api_experimental.h
int64_t init_timeout_in_ms, int retries, TF_Status* status, bool clear_existing_contexts); // Checks whether a remote worker is alive or not. This will return true even if // the context doesn't exist on the remote worker. TF_CAPI_EXPORT extern bool TFE_ContextCheckAlive(TFE_Context* ctx, const char* worker_name, TF_Status* status);
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ci/official/containers/linux_arm64/devel.usertools/get_test_list.sh
# # Usage: get_test_list.sh OUTPUT BAZEL_TEST_COMMAND... # Writes the list of tests that would be run from BAZEL_TEST_COMMAND to OUTPUT. # Hides all extra output and always exits with success for now. OUTPUT=$1 shift
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tensorflow/c/c_api.h
typedef struct TF_DeviceList TF_DeviceList; // Lists all devices in a TF_Session. // // Caller takes ownership of the returned TF_DeviceList* which must eventually // be freed with a call to TF_DeleteDeviceList. TF_CAPI_EXPORT extern TF_DeviceList* TF_SessionListDevices(TF_Session* session, TF_Status* status); // Lists all devices in a TF_Session. //
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ci/official/utilities/rename_and_verify_wheels.sh
# one, checks the filesize, and then ensures the new wheel is installable. set -euxo pipefail cd "$TFCI_OUTPUT_DIR" # Move extra wheel files somewhere out of the way. This script # expects just one wheel file to exist. if [[ "$(ls *.whl | wc -l | tr -d ' ')" != "1" ]]; then echo "More than one wheel file is present: moving the oldest to" echo "$TFCI_OUTPUT_DIR/extra_wheels."
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SECURITY.md
### Resource allocation A denial of service caused by one model could bring down the entire server, but we don't consider this as a vulnerability, given that models can exhaust resources in many different ways and solutions exist to prevent this from happening (e.g., rate limits, ACLs, monitors to restart broken servers). ### Model sharing If the multitenant design allows sharing models, make sure that tenants and
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tensorflow/c/experimental/filesystem/plugins/gcs/ram_file_block_cache.h
char* buffer, TF_Status* status); // Validate the given file signature with the existing file signature in the // cache. Returns true if the signature doesn't change or the file doesn't // exist before. If the signature changes, update the existing signature with // the new one and remove the file from cache. bool ValidateAndUpdateFileSignature(const std::string& filename,
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RELEASE.md
* `tf.cond` emits a StatelessIf op if the branch functions are stateless and do not touch any resources. * `tf.cond`, `tf.while` and `if` and `while` in AutoGraph now accept a nonscalar predicate if has a single element. This does not affect non-V2 control flow. * `tf.while_loop` emits a StatelessWhile op if the cond and body functions are
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tensorflow/c/eager/tape.h
namespace { template <typename BackwardFunction, typename TapeTensor> struct BackpropInitialState { OpTape<BackwardFunction, TapeTensor> op_tape; // Map from tensor ID to how many references still exist for this tensor in // the tape. std::unordered_map<int64_t, int64_t> tensor_usage_counts; // Maps from op ID to how many output tensors of this op still need to have // their gradients computed.
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ci/official/envs/ci_default
# (error on undefined variables). This ensures that (a) every TFCI variable # has an explicit default value, and (b) no script can accidentally use a # variable that doesn't exist. Please keep this list in alphabetical order. # # Find usage in scripts with e.g.: # cd ci/official # ls *.sh utilities/*.sh | xargs grep -H --color=always TFCI_ARG_HERE # You may also get an overview, e.g.:
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