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Diffstat (limited to 'tensorflow/core/common_runtime/gpu/gpu_debug_allocator.h')
-rw-r--r-- | tensorflow/core/common_runtime/gpu/gpu_debug_allocator.h | 68 |
1 files changed, 68 insertions, 0 deletions
diff --git a/tensorflow/core/common_runtime/gpu/gpu_debug_allocator.h b/tensorflow/core/common_runtime/gpu/gpu_debug_allocator.h new file mode 100644 index 0000000000..c9b564ffc4 --- /dev/null +++ b/tensorflow/core/common_runtime/gpu/gpu_debug_allocator.h @@ -0,0 +1,68 @@ +#ifndef TENSORFLOW_COMMON_RUNTIME_GPU_GPU_DEBUG_ALLOCATOR_H_ +#define TENSORFLOW_COMMON_RUNTIME_GPU_GPU_DEBUG_ALLOCATOR_H_ + +#include <memory> +#include <string> +#include <unordered_map> +#include <vector> + +#include "tensorflow/core/platform/port.h" +#include "tensorflow/core/common_runtime/gpu/visitable_allocator.h" +#include "tensorflow/stream_executor/stream_executor.h" + +namespace tensorflow { + +// An allocator that wraps a GPU allocator and adds debugging +// functionality that verifies that users do not write outside their +// allocated memory. +class GPUDebugAllocator : public VisitableAllocator { + public: + explicit GPUDebugAllocator(VisitableAllocator* allocator, int device_id); + ~GPUDebugAllocator() override; + string Name() override { return "gpu_debug"; } + void* AllocateRaw(size_t alignment, size_t num_bytes) override; + void DeallocateRaw(void* ptr) override; + void AddAllocVisitor(Visitor visitor) override; + void AddFreeVisitor(Visitor visitor) override; + bool TracksAllocationSizes() override; + size_t RequestedSize(void* ptr) override; + size_t AllocatedSize(void* ptr) override; + + // For testing. + bool CheckHeader(void* ptr); + bool CheckFooter(void* ptr); + + private: + VisitableAllocator* base_allocator_ = nullptr; // owned + + perftools::gputools::StreamExecutor* stream_exec_; // Not owned. + + TF_DISALLOW_COPY_AND_ASSIGN(GPUDebugAllocator); +}; + +// An allocator that wraps a GPU allocator and resets the memory on +// allocation and free to 'NaN', helping to identify cases where the +// user forgets to initialize the memory. +class GPUNanResetAllocator : public VisitableAllocator { + public: + explicit GPUNanResetAllocator(VisitableAllocator* allocator, int device_id); + ~GPUNanResetAllocator() override; + string Name() override { return "gpu_nan_reset"; } + void* AllocateRaw(size_t alignment, size_t num_bytes) override; + void DeallocateRaw(void* ptr) override; + void AddAllocVisitor(Visitor visitor) override; + void AddFreeVisitor(Visitor visitor) override; + size_t RequestedSize(void* ptr) override; + size_t AllocatedSize(void* ptr) override; + + private: + VisitableAllocator* base_allocator_ = nullptr; // owned + + perftools::gputools::StreamExecutor* stream_exec_; // Not owned. + + TF_DISALLOW_COPY_AND_ASSIGN(GPUNanResetAllocator); +}; + +} // namespace tensorflow + +#endif // TENSORFLOW_COMMON_RUNTIME_GPU_GPU_DEBUG_ALLOCATOR_H_ |