cudadevice.h 7.67 KB
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//
// Created by huangyuyang on 6/14/23.
//

#ifndef FASTLLM_CUDADEVICE_H
#define FASTLLM_CUDADEVICE_H

#include "device.h"

namespace fastllm {
    class CudaDevice : BaseDevice {
    public:
        CudaDevice ();

        bool Malloc (void **ret, size_t size); // 分配尺寸为size的空间
        bool Free(void *ret); // 释放ret

        bool CopyDataToCPU(void *dst, void *src, size_t size);
        bool CopyDataFromCPU(void *dst, void *src, size_t size);
    };

    class CudaAttention : BaseOperator {
        void Reshape(const std::string &opType, const DataDict &datas, const FloatDict &floatParams, const IntDict &intParams);
        void Run(const std::string &opType, const DataDict &datas, const FloatDict &floatParams, const IntDict &intParams);
    };

    class CudaLayerNormOp : BaseOperator {
        bool CanRun(const std::string &opType, const DataDict &datas, const FloatDict &floatParams, const IntDict &intParams);
        void Run(const std::string &opType, const DataDict &datas, const FloatDict &floatParams, const IntDict &intParams);
    };

    class CudaRMSNormOp : BaseOperator {
        bool CanRun(const std::string &opType, const DataDict &datas, const FloatDict &floatParams, const IntDict &intParams);
        void Run(const std::string &opType, const DataDict &datas, const FloatDict &floatParams, const IntDict &intParams);
    };

    class CudaLinearOp : BaseOperator {
        void Reshape(const std::string &opType, const DataDict &datas, const FloatDict &floatParams, const IntDict &intParams);
        bool CanRun(const std::string &opType, const DataDict &datas, const FloatDict &floatParams, const IntDict &intParams);
        void Run(const std::string &opType, const DataDict &datas, const FloatDict &floatParams, const IntDict &intParams);
    };

    class CudaSplitOp : BaseOperator {
        void Reshape(const std::string &opType, const DataDict &datas, const FloatDict &floatParams, const IntDict &intParams);
        void Run(const std::string &opType, const DataDict &datas, const FloatDict &floatParams, const IntDict &intParams);
    };

    class CudaCatDirectOp : BaseOperator {
        void Run(const std::string &opType, const DataDict &datas, const FloatDict &floatParams, const IntDict &intParams);
    };

    class CudaMatMulOp : BaseOperator {
        void Reshape(const std::string &opType, const DataDict &datas, const FloatDict &floatParams, const IntDict &intParams);
        void Run(const std::string &opType, const DataDict &datas, const FloatDict &floatParams, const IntDict &intParams);
    };

    class CudaMatMulTransBOp : BaseOperator {
        void Reshape(const std::string &opType, const DataDict &datas, const FloatDict &floatParams, const IntDict &intParams);
        void Run(const std::string &opType, const DataDict &datas, const FloatDict &floatParams, const IntDict &intParams);
    };

    class CudaSoftMaxOp : BaseOperator {
        bool CanRun(const std::string &opType, const DataDict &datas, const FloatDict &floatParams, const IntDict &intParams);
        void Run(const std::string &opType, const DataDict &datas, const FloatDict &floatParams, const IntDict &intParams);
    };

    class CudaGeluNewOp : BaseOperator {
        void Run(const std::string &opType, const DataDict &datas, const FloatDict &floatParams, const IntDict &intParams);
    };

    class CudaSiluOp : BaseOperator {
        void Run(const std::string &opType, const DataDict &datas, const FloatDict &floatParams, const IntDict &intParams);
    };

    class CudaSwigluOp : BaseOperator {
        void Reshape(const std::string &opType, const DataDict &datas, const FloatDict &floatParams, const IntDict &intParams);
        void Run(const std::string &opType, const DataDict &datas, const FloatDict &floatParams, const IntDict &intParams);
    };

    class CudaMulOp : BaseOperator {
        void Run(const std::string &opType, const DataDict &datas, const FloatDict &floatParams, const IntDict &intParams);
    };

    class CudaAddToOp : BaseOperator {
        void Run(const std::string &opType, const DataDict &datas, const FloatDict &floatParams, const IntDict &intParams);
    };

    class CudaMulToOp : BaseOperator {
        void Run(const std::string &opType, const DataDict &datas, const FloatDict &floatParams, const IntDict &intParams);
    };

    class CudaAttentionMaskOp : BaseOperator {
        void Run(const std::string &opType, const DataDict &datas, const FloatDict &floatParams, const IntDict &intParams);
    };

    class CudaAlibiMaskOp : BaseOperator {
        void Run(const std::string &opType, const DataDict &datas, const FloatDict &floatParams, const IntDict &intParams);
    };

    class CudaTopKOp : BaseOperator {
        void Reshape(const std::string &opType, const DataDict &datas, const FloatDict &floatParams, const IntDict &intParams);
        bool CanRun(const std::string &opType, const DataDict &datas, const FloatDict &floatParams, const IntDict &intParams);
        void Run(const std::string &opType, const DataDict &datas, const FloatDict &floatParams, const IntDict &intParams);
    };

    class CudaPermuteSelfOp : BaseOperator {
        void Run(const std::string &opType, const DataDict &datas, const FloatDict &floatParams, const IntDict &intParams);
    };

    class CudaRotatePosition2DOp : BaseOperator {
        void Run(const std::string &opType, const DataDict &datas, const FloatDict &floatParams, const IntDict &intParams);
    };

    class CudaLlamaRotatePosition2DOp : BaseOperator {
        void Run(const std::string &opType, const DataDict &datas, const FloatDict &floatParams, const IntDict &intParams);
    };

    class CudaNearlyRotatePosition2DOp : BaseOperator {
        void Run(const std::string &opType, const DataDict &datas, const FloatDict &floatParams, const IntDict &intParams);
    };

    class CudaApplyLognAttnOp : BaseOperator {
        void Run(const std::string &opType, const DataDict &datas, const FloatDict &floatParams, const IntDict &intParams);
    };

    class CudaSplitBatchOp : BaseBatchOperator {
        void Reshape(const std::string &opType, const DataDict &datas, const FloatDict &floatParams, const IntDict &intParams);
        void Run(const std::string &opType, const DataDict &datas, const FloatDict &floatParams, const IntDict &intParams);
    };

    class CudaCatBatchOp : BaseBatchOperator {
        void Reshape(const std::string &opType, const DataDict &datas, const FloatDict &floatParams, const IntDict &intParams);
        void Run(const std::string &opType, const DataDict &datas, const FloatDict &floatParams, const IntDict &intParams);
    };

    class CudaMulBatchOp : BaseBatchOperator {
        void Run(const std::string &opType, const DataDict &datas, const FloatDict &floatParams, const IntDict &intParams);
    };

    class CudaMatMulBatchOp : BaseBatchOperator {
        void Reshape(const std::string &opType, const DataDict &datas, const FloatDict &floatParams, const IntDict &intParams);
        void Run(const std::string &opType, const DataDict &datas, const FloatDict &floatParams, const IntDict &intParams);
    };

    class CudaMatMulTransBBatchOp : BaseBatchOperator {
        void Reshape(const std::string &opType, const DataDict &datas, const FloatDict &floatParams, const IntDict &intParams);
        void Run(const std::string &opType, const DataDict &datas, const FloatDict &floatParams, const IntDict &intParams);
    };

    class CudaSoftmaxBatchOp : BaseBatchOperator {
        void Run(const std::string &opType, const DataDict &datas, const FloatDict &floatParams, const IntDict &intParams);
    };

    class CudaCatDirectBatchOp : BaseBatchOperator {
        void Run(const std::string &opType, const DataDict &datas, const FloatDict &floatParams, const IntDict &intParams);
    };
}

#endif //FASTLLM_CUDADEVICE_H