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std::string | get_cl_type_from_data_type (const DataType &dt) |
| Translates a tensor data type to the appropriate OpenCL type. More...
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std::string | get_cl_promoted_type_from_data_type (const DataType &dt) |
| Translates a tensor data type to the appropriate OpenCL promoted type. More...
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std::string | get_cl_unsigned_type_from_element_size (size_t element_size) |
| Translates the element size to an unsigned integer data type. More...
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std::string | get_cl_signed_type_from_element_size (size_t element_size) |
| Translates the element size to an signed integer data type. More...
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std::string | get_cl_select_type_from_data_type (const DataType &dt) |
| Translates a tensor data type to the appropriate OpenCL select type. More...
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std::string | get_cl_dot8_acc_type_from_data_type (const DataType &dt) |
| Translates a tensor data type to the appropriate OpenCL dot8 accumulator type. More...
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std::string | get_data_size_from_data_type (const DataType &dt) |
| Get the size of a data type in number of bits. More...
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GPUTarget | get_target_from_device (const cl::Device &device) |
| Helper function to get the GPU target from CL device. More...
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bool | arm_non_uniform_workgroup_supported (const cl::Device &device) |
| Helper function to check whether the arm_non_uniform_work_group_size extension is supported. More...
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bool | fp16_supported (const cl::Device &device) |
| Helper function to check whether the cl_khr_fp16 extension is supported. More...
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bool | dot8_supported (const cl::Device &device) |
| Helper function to check whether the cl_arm_integer_dot_product_int8 extension is supported. More...
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bool | dot8_acc_supported (const cl::Device &device) |
| Helper function to check whether the cl_arm_integer_dot_product_accumulate_int8 extension is supported. More...
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CLVersion | get_cl_version (const cl::Device &device) |
| Helper function to get the highest OpenCL version supported. More...
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bool | device_supports_extension (const cl::Device &device, const char *extension_name) |
| Helper function to check whether a given extension is supported. More...
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bool | cl_winograd_convolution_layer_supported (const Size2D &output_tile, const Size2D &kernel_size, DataLayout data_layout) |
| This function checks if the Winograd configuration (defined through the output tile, kernel size and the data layout) is supported on OpenCL. More...
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size_t | preferred_vector_width (const cl::Device &device, DataType dt) |
| Helper function to get the preferred native vector width size for built-in scalar types that can be put into vectors. More...
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bool | preferred_dummy_work_items_support (const cl::Device &device) |
| Helper function to check if "dummy work-items" are preferred to have a power of two NDRange In case dummy work-items is enabled, it is OpenCL kernel responsibility to check if the work-item is out-of range or not. More...
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bool | image2d_from_buffer_supported (const cl::Device &device) |
| Helper function to check whether the cl_khr_image2d_from_buffer extension is supported. More...
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size_t | get_cl_image_pitch_alignment (const cl::Device &device) |
| Helper function to get the cl_image pitch alignment in pixels. More...
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bool | get_cl_non_uniform_work_group_supported (const cl::Device &device) |
| Helper function to check whether non-uniform work group is supported. More...
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cl::Kernel | create_kernel (const CLCompileContext &ctx, const std::string &kernel_name, const std::set< std::string > &build_opts=std::set< std::string >()) |
| Creates an opencl kernel using a compile context. More...
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cl::NDRange | create_lws_hint_parallel_implementations (unsigned int input_dimension, unsigned int vector_size) |
| Creates a suitable LWS hint object for parallel implementations. More...
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bool | get_wbsm_support_info (const cl::Device &device) |
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void | set_wbsm (cl::Kernel &kernel, cl_int wbsm_hint) |
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bool | export_to_cl_image (const ITensorInfo *tensor) |
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void | set_unroll_with_pragma (CLBuildOptions &built_opts, std::initializer_list< int > values) |
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bool | arm_matrix_multiply_supported (const cl::Device &device) |
| Helper function to check whether the cl_arm_matrix_multiply extension is supported. More...
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bool | command_buffer_supported (const cl::Device &device) |
| Check whether cl_khr_command_buffer extension is supported by the specified CL device. More...
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bool | command_buffer_mutable_dispatch_supported (const cl::Device &device) |
| Check whether cl_khr_command_buffer_mutable_dispatch extension is supported by the specified CL device. More...
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