arm_compute/core/NEON/kernels/assembly/gemm_common.hpp

/*
 * Copyright (c) 2017-2019 Arm Limited.
 *
 * SPDX-License-Identifier: MIT
 *
 * Permission is hereby granted, free of charge, to any person obtaining a copy
 * of this software and associated documentation files (the "Software"), to
 * deal in the Software without restriction, including without limitation the
 * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or
 * sell copies of the Software, and to permit persons to whom the Software is
 * furnished to do so, subject to the following conditions:
 *
 * The above copyright notice and this permission notice shall be included in all
 * copies or substantial portions of the Software.
 *
 * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
 * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
 * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
 * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
 * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
 * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
 * SOFTWARE.
 */
#pragma once

#include <cstddef>

#define UNUSED(x)   (void)(x)

namespace arm_gemm {

// Abstract class for the GEMM/GEMV functions.
//
// GEMM implementations may be "native" (never require any input
// permutation), "pretransposed" (require permutation up-front) or require
// working space (permute as they go along).  This interface should support
// all of them.

// The real GemmCommon class is templated based on the operand and return
// type.  This is an interface class which is independent of those types.
class IGemmCommon {
public:
    /* Pass in the pointers to the arrays to be operated on and their
     * strides.  This "generic" version uses void *s, the preferred version
     * is the one provided by templated GemmCommon (below) which takes
     * appropriately typed pointers.  If B is pretransposed (see below) then
     * the settings for B here are ignored.
     */
    virtual void set_arrays_generic(const void *A, const int lda, const int A_batch_stride, const int A_multi_stride,
                                    const void *B, const int ldb, /* batches share B */     const int B_multi_stride,
                                          void *C, const int ldc, const int C_batch_stride, const int C_multi_stride) = 0;

    /* For threading, we divide the work into some number of units and work
     * out internally what unit corresponds to what work.  This returns the
     * total number of units.  */
    virtual unsigned int get_window_size() const = 0;

    /* The maximum thread count is specified when the GEMM is created.  Some
     * implementations need to know how many threads will actually run in
     * order to work properly.
     *
     * In some cases, after creating the GEMM the number of threads needs to
     * be reduced (e.g. not enough work to split across threads).  This
     * method allows the number of actual threads to be run to be set (must
     * be equal or lower).
     *
     * This has an empty default implementation, as GEMMs which don't care
     * about thread count can safely ignore this.
     */
    virtual void set_nthreads(int) { };

    /* Whether this GEMM can be dynamically scheduled or not. */
    virtual bool supports_dynamic_scheduling() const { return false; }

    /* Actually do the work.  Provide a threadid to index any per-thread
     * buffers, and a start/end range to indicate which work to do.  */
    virtual void execute(unsigned int, unsigned int, int) = 0;

    /*** Working space interface (optional) ***/
    /* Total number of bytes of temporary working space needed.  If zero, it's not necessary to call set_working_space(). */
    virtual size_t get_working_size() const { return 0; }
    /* Provide working space buffer - the void * passed in must remain allocated for the duration of any execute calls. */
    virtual void set_working_space(void *) { };

    /*** "Pretransposed" interface (optional) ***/
    /* Is this object set up for pretranspose?  If so, pretranspose_array() needs to be called before execute(); */
    virtual bool B_is_pretransposed() const { return false; }
    /* Does pretranspose still need to be done? */
    virtual bool B_pretranspose_required() const { return false; }
    /* Total number of bytes of space needed for pretransposed arrays. */
    virtual size_t get_B_pretransposed_array_size() const { return 0; }
    /* Perform pretranspose - arguments are output, input, input row stride and input multi stride. */
    /* The "real" version of this depends on the templated operand type (see below).  */
    virtual void pretranspose_B_array_generic(void *, const void *, const int, const int) = 0;
    /* Set pretransposed data - the void * passed in must previously have been passed to pretranspose_B_array() for the same or a similar GEMM. */
    virtual void set_pretransposed_B_data(void *) { }

    /*** "Quantized bias" interface (optional) ***/
    /* Set the bias vector for quantized GEMMs */
    virtual void set_quantized_bias(const int32_t *bias) { UNUSED(bias); }

    // Destructor
    virtual ~IGemmCommon() { }
};

/*
 * "Real" GemmCommon class which is templated on the operand and return types.
 *
 * In addition to correctly typed versions of the functions that operate on
 * operand and return data, this class provides a default implementation of
 * 'set_arrays' to capture the provided arguments in protected class
 * members, as essentially any implementation will need these.
 */
template<typename To, typename Tr>
class GemmCommon : public IGemmCommon {
protected:
    const To *_Aptr=nullptr;
    int _lda=0;
    int _A_batch_stride=0;
    int _A_multi_stride=0;
    const To *_Bptr=nullptr;
    int _ldb=0;
    int _B_multi_stride=0;
    Tr *_Cptr=nullptr;
    int _ldc=0;
    int _C_batch_stride=0;
    int _C_multi_stride=0;

public:
    /* Pass in the pointers to the arrays to be operated on and their
     * strides (templated version with appropriate types). */
    virtual void set_arrays(const To *A, const int lda, const int A_batch_stride, const int A_multi_stride,
                            const To *B, const int ldb, /* batches share B */     const int B_multi_stride,
                                  Tr *C, const int ldc, const int C_batch_stride, const int C_multi_stride) {
        _Aptr = A;
        _lda = lda;
        _A_batch_stride = A_batch_stride;
        _A_multi_stride = A_multi_stride;
        _Bptr = B;
        _ldb = ldb;
        _B_multi_stride = B_multi_stride;
        _Cptr = C;
        _ldc = ldc;
        _C_batch_stride = C_batch_stride;
        _C_multi_stride = C_multi_stride;
    }

    /* Implementation of the void * overload which casts its arguments to the appropriate type. */
    void set_arrays_generic(const void *A, const int lda, const int A_batch_stride, const int A_multi_stride,
                            const void *B, const int ldb, /* batches share B */     const int B_multi_stride,
                                  void *C, const int ldc, const int C_batch_stride, const int C_multi_stride) override {
        set_arrays(static_cast<const To *>(A), lda, A_batch_stride, A_multi_stride,
                   static_cast<const To *>(B), ldb, B_multi_stride,
                   static_cast<Tr *>(C), ldc, C_batch_stride, C_multi_stride);
    }

    /*** "Pretransposed" interface ***/

    /* Perform pretranspose - the void * passed in must remain allocated for the duration of any execute calls. */
    /* Arguments are: output buffer pointer, source pointer, source row stride, source multi stride */
    virtual void pretranspose_B_array(void *, const To *, const int, const int) { };

    /* Implementation of the void * overload which casts its arguments to the appropriate type. */
    void pretranspose_B_array_generic(void *out, const void *in, const int row_stride, const int multi_stride) override {
        pretranspose_B_array(out, static_cast<const To *>(in), row_stride, multi_stride);
    }

};

} // namespace arm_gemm