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CITATION.cff
Processing Units (TPUs). This architecture gives flexibility to the application developer, whereas in previous “parameter server” designs the management of shared state is built into the system, TensorFlow enables developers to experiment with novel optimizations and training algorithms. TensorFlow supports a variety of applications, with a focus on training and inference on deep neural networks. Several Google services use TensorFlow in production, we have released it as an open-source project, and it...
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RELEASE.md
optimizations. Setting the variable to 0 or unsetting it will disable the optimizations. * These optimizations can yield slightly different numerical results from when they are off due to floating-point round-off errors from different computation approaches and orders. * To verify that the optimizations are on, look for a message with
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CONTRIBUTING.md
#### Debug builds When [building Tensorflow](https://www.tensorflow.org/install/source), passing `--config=dbg` to Bazel will build with debugging information and without optimizations, allowing you to use GDB or other debuggers to debug C++ code. For example, you can build the pip package with debugging information by running: ```bash
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tensorflow/c/c_api_experimental.h
// as if passed in XLA_FLAGS. This has global effect. TF_CAPI_EXPORT void TF_SetXlaAutoJitMode(const char* mode); // Returns whether the single GPU or general XLA auto jit optimizations are // enabled through MarkForCompilationPassFlags. TF_CAPI_EXPORT unsigned char TF_GetXlaAutoJitEnabled(); // Sets XLA's minimum cluster size. This has global effect.
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tensorflow/c/c_api.cc
// -------------------------------------------------------------------------- TF_SessionOptions* TF_NewSessionOptions() { TF_SessionOptions* out = new TF_SessionOptions; // Disable optimizations for static graph to allow calls to Session::Extend. out->options.config.mutable_experimental() ->set_disable_optimize_for_static_graph(true); return out; }
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tensorflow/c/eager/c_api_test.cc
// Add a config_proto attr, to trigger grappler graph rewrites in the current // eager runtime. if (enable_grappler) { tensorflow::ConfigProto config; // Do not skip grappler optimization even for small graphs. config.mutable_graph_options() ->mutable_rewrite_options() ->set_min_graph_nodes(-1); string serialized_config;
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.bazelrc
build:cuda --@local_config_cuda//:enable_cuda # CUDA: This config refers to building CUDA op kernels with clang. build:cuda_clang --config=cuda # Enable TensorRT optimizations https://developer.nvidia.com/tensorrt build:cuda_clang --config=tensorrt build:cuda_clang --action_env=TF_CUDA_CLANG="1" build:cuda_clang --@local_config_cuda//:cuda_compiler=clang
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tensorflow/c/experimental/filesystem/filesystem_interface.h
/// argument list with the out arguments. We only use the return type for an out /// parameter if that is a plain C type, as this ensures ABI compatibility /// (returning structures has issues in case compiler options affect /// optimizations such as RVO). If a status needs to be returned from these /// methods, the last argument is always a `TF_Status *` (or an array of such /// pointers) owned by core TensorFlow and guaranteed to not be `nullptr`. ///
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ci/official/containers/linux_arm64/builder.devtoolset/stringop_trunc.patch
- | ((const unsigned char *) (const char *) (src))[idx + 2]) << 8 \ - | ((const unsigned char *) (const char *) (src))[idx + 3]) -# endif #else /* These are a few types we need for the optimizations if we cannot use unaligned memory accesses. */ @@ -94,148 +72,11 @@ __STRING2_COPY_TYPE (8); /* Set N bytes of S to C. */ #if !defined _HAVE_STRING_ARCH_memset -# if !__GNUC_PREREQ (3, 0)
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.github/bot_config.yml
* All you need is a good internet connection and you are all set. * Try to build TF from sources by changing CPU optimization flags. *Please let us know if this helps.* windows_comment: > From the stack trace it looks like you are hitting windows path length limit. * Try to disable path length limit on Windows 10.
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