Updatd single include
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1 changed files with 45 additions and 25 deletions
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@ -723,7 +723,7 @@ class Tensor
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enum class TensorTypes
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{
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eDevice = 0, ///< Type is device memory, source and destination
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eStaging = 1, ///< Type is host memory, source and destination
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eHost = 1, ///< Type is host memory, source and destination
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eStorage = 2, ///< Type is Device memory (only)
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};
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@ -828,6 +828,26 @@ class Tensor
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std::shared_ptr<Tensor> copyFromTensor,
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bool createBarrier);
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/**
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* Records a copy from the internal staging memory to the device memory using an optional barrier to wait for the operation. This function would only be relevant for kp::Tensors of type eDevice.
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*
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* @param commandBuffer Vulkan Command Buffer to record the commands into
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* @param createBarrier Whether to create a barrier that ensures the data is
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* copied before further operations. Default is true.
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*/
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void recordCopyFromStagingToDevice(std::shared_ptr<vk::CommandBuffer> commandBuffer,
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bool createBarrier);
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/**
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* Records a copy from the internal device memory to the staging memory using an optional barrier to wait for the operation. This function would only be relevant for kp::Tensors of type eDevice.
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*
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* @param commandBuffer Vulkan Command Buffer to record the commands into
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* @param createBarrier Whether to create a barrier that ensures the data is
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* copied before further operations. Default is true.
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*/
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void recordCopyFromDeviceToStaging(std::shared_ptr<vk::CommandBuffer> commandBuffer,
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bool createBarrier);
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/**
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* Records the buffer memory barrier into the command buffer which
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* ensures that relevant data transfers are carried out correctly.
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@ -870,10 +890,14 @@ class Tensor
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std::shared_ptr<vk::Device> mDevice;
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// -------------- OPTIONALLY OWNED RESOURCES
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std::shared_ptr<vk::Buffer> mBuffer;
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bool mFreeBuffer;
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std::shared_ptr<vk::DeviceMemory> mMemory;
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bool mFreeMemory;
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std::shared_ptr<vk::Buffer> mPrimaryBuffer;
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bool mFreePrimaryBuffer = false;
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std::shared_ptr<vk::Buffer> mStagingBuffer;
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bool mFreeStagingBuffer = false;
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std::shared_ptr<vk::DeviceMemory> mPrimaryMemory;
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bool mFreePrimaryMemory = false;
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std::shared_ptr<vk::DeviceMemory> mStagingMemory;
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bool mFreeStagingMemory = false;
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// -------------- ALWAYS OWNED RESOURCES
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std::vector<float> mData;
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@ -883,11 +907,16 @@ class Tensor
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std::array<uint32_t, KP_MAX_DIM_SIZE> mShape;
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bool mIsInit = false;
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void createBuffer(); // Creates the vulkan buffer
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void allocateMemoryCreateGPUResources(); // Creates the vulkan buffer
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void createBuffer(std::shared_ptr<vk::Buffer> buffer, vk::BufferUsageFlags bufferUsageFlags);
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void allocateBindMemory(std::shared_ptr<vk::Buffer> buffer, std::shared_ptr<vk::DeviceMemory> memory, vk::MemoryPropertyFlags memoryPropertyFlags);
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void copyBuffer(std::shared_ptr<vk::CommandBuffer> commandBuffer, std::shared_ptr<vk::Buffer> bufferFrom, std::shared_ptr<vk::Buffer> bufferTo, vk::DeviceSize bufferSize, vk::BufferCopy copyRegion, bool createBarrier);
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// Private util functions
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vk::BufferUsageFlags getBufferUsageFlags();
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vk::MemoryPropertyFlags getMemoryPropertyFlags();
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vk::BufferUsageFlags getPrimaryBufferUsageFlags();
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vk::MemoryPropertyFlags getPrimaryMemoryPropertyFlags();
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vk::BufferUsageFlags getStagingBufferUsageFlags();
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vk::MemoryPropertyFlags getStagingMemoryPropertyFlags();
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uint64_t memorySize();
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};
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@ -958,7 +987,7 @@ class OpBase
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if (tensor && tensor->isInit()) {
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tensor->freeMemoryDestroyGPUResources();
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} else {
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SPDLOG_ERROR("Kompute OpBase expected to free "
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SPDLOG_WARN("Kompute OpBase expected to free "
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"tensor but has already been freed.");
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}
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}
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@ -1264,8 +1293,6 @@ class OpTensorCreate : public OpBase
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virtual void postEval() override;
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private:
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// Never owned resources
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std::vector<std::shared_ptr<Tensor>> mStagingTensors;
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};
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} // End namespace kp
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@ -1836,9 +1863,6 @@ class OpAlgoLhsRhsOut : public OpAlgoBase
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std::shared_ptr<Tensor> mTensorLHS; ///< Reference to the parameter used in the left hand side equation of the shader
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std::shared_ptr<Tensor> mTensorRHS; ///< Reference to the parameter used in the right hand side equation of the shader
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std::shared_ptr<Tensor> mTensorOutput; ///< Reference to the parameter used in the output of the shader and will be copied with a staging vector
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// -------------- ALWAYS OWNED RESOURCES
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std::shared_ptr<Tensor> mTensorOutputStaging; ///< Staging temporary tensor user do to copy the output of the tensor
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};
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} // End namespace kp
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@ -1976,7 +2000,7 @@ class OpTensorCopy : public OpBase
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namespace kp {
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/**
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Operation that syncs tensor's device by mapping local data into the device memory. For TensorTypes::eDevice it will use a staging tensor to perform the copy. For TensorTypes::eStaging it will only copy the data and perform a map, which will be executed during the record (as opposed to during the sequence eval/submit). This function cannot be carried out for TensorTypes::eStaging.
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Operation that syncs tensor's device by mapping local data into the device memory. For TensorTypes::eDevice it will use a record operation for the memory to be syncd into GPU memory which means that the operation will be done in sync with GPU commands. For TensorTypes::eStaging it will only map the data into host memory which will happen during preEval before the recorded commands are dispatched. This operation won't have any effect on TensorTypes::eStaging.
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*/
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class OpTensorSyncDevice : public OpBase
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{
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@ -2002,12 +2026,12 @@ class OpTensorSyncDevice : public OpBase
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~OpTensorSyncDevice() override;
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/**
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* Performs basic checks such as ensuring that there is at least one tensor provided, that they are initialized and that they are not of type TensorTpes::eStaging. For staging tensors in host memory, the map is performed during the init function.
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* Performs basic checks such as ensuring that there is at least one tensor provided with min memory of 1 element.
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*/
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void init() override;
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/**
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* For device tensors, it records the copy command to the device tensor from the temporary staging tensor.
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* For device tensors, it records the copy command for the tensor to copy the data from its staging to device memory.
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*/
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void record() override;
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@ -2022,8 +2046,6 @@ class OpTensorSyncDevice : public OpBase
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virtual void postEval() override;
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private:
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// Never owned resources
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std::vector<std::shared_ptr<Tensor>> mStagingTensors;
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};
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} // End namespace kp
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@ -2031,7 +2053,7 @@ class OpTensorSyncDevice : public OpBase
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namespace kp {
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/**
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Operation that syncs tensor's local data by mapping the data from device memory into the local vector. For TensorTypes::eDevice it will use a staging tensor to perform the copy. For TensorTypes::eStaging it will only copy the data and perform a map, which will be executed during the postSubmit (there will be no copy during the sequence eval/submit). This function cannot be carried out for TensorTypes::eStaging.
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Operation that syncs tensor's local memory by mapping device data into the local CPU memory. For TensorTypes::eDevice it will use a record operation for the memory to be syncd into GPU memory which means that the operation will be done in sync with GPU commands. For TensorTypes::eStaging it will only map the data into host memory which will happen during preEval before the recorded commands are dispatched. This operation won't have any effect on TensorTypes::eStaging.
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*/
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class OpTensorSyncLocal : public OpBase
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{
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@ -2052,17 +2074,17 @@ class OpTensorSyncLocal : public OpBase
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std::vector<std::shared_ptr<Tensor>> tensors);
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/**
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* Default destructor. This class manages the memory of the staging tensors it owns but these are released in the postSubmit, before it arrives to the destructor.
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* Default destructor. This class does not manage memory so it won't be expecting the parent to perform a release.
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*/
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~OpTensorSyncLocal() override;
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/**
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* Performs basic checks such as ensuring that there is at least one tensor provided, that they are initialized and that they are not of type TensorTpes::eStaging.
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* Performs basic checks such as ensuring that there is at least one tensor provided with min memory of 1 element.
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*/
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void init() override;
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/**
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* For device tensors, it records the copy command into the staging tensor from the device tensor.
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* For device tensors, it records the copy command for the tensor to copy the data from its device to staging memory.
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*/
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void record() override;
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@ -2077,8 +2099,6 @@ class OpTensorSyncLocal : public OpBase
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virtual void postEval() override;
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private:
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// Never owned resources
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std::vector<std::shared_ptr<Tensor>> mStagingTensors;
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};
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} // End namespace kp
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