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sample_hipblaslt_ext_op_layernorm.cpp

sample_hipblaslt_ext_op_layernorm.cpp#

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 * MIT License
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#include <hip/hip_runtime.h>
#include <hipblaslt-ext-op.h>
#include <hipblaslt/hipblaslt.h>
#include <iostream>

#include "helper.h"

void simpleAMax(hipDataType type,
                void*       d_out,
                void*       d_mean,
                void*       d_invvar,
                void*       d_in,
                int64_t     m,
                int64_t     n,
                float       eps,
                void*       d_gamma,
                void*       d_beta,
                hipStream_t stream);

int main()
{
    /** This is a amax example
     *  in  = (m, n). lda = m
     *  out = (1). ldb = 1
     */
    LayerNormRunner<float> runnerF32(135, 345);

    runnerF32.run([&runnerF32] {
        simpleAMax(HIP_R_32F,
                   runnerF32.d_out,
                   runnerF32.d_mean,
                   runnerF32.d_invvar,
                   runnerF32.d_in,
                   runnerF32.m,
                   runnerF32.n,
                   1e-5,
                   runnerF32.d_gamma,
                   runnerF32.d_beta,
                   runnerF32.stream);
    });

    return 0;
}

void simpleAMax(hipDataType type,
                void*       d_out,
                void*       d_mean,
                void*       d_invvar,
                void*       d_in,
                int64_t     m,
                int64_t     n,
                float       eps,
                void*       d_gamma,
                void*       d_beta,
                hipStream_t stream)
{
    CHECK_HIPBLASLT_ERROR(hipblasltExtLayerNorm(
        type, d_out, d_mean, d_invvar, d_in, m, n, eps, d_gamma, d_beta, stream));
}