29 lines
996 B
Plaintext
29 lines
996 B
Plaintext
#include "core.h"
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// calculate the vec cum of different matrix row and col.
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template <typename scalar_t>
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__device__ scalar_t vecsum(scalar_t *q, scalar_t *k)
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{
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}
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template <typename scalar_t>
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__global__ void attention_kernel(const scalar_t *q,
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const scalar_t *k,
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const scalar_t *v,
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int head_num,
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int head_dim,
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int seq_len,
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int batch_size,
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int hidden_dim,
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scalar_t *output)
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{
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// calculate the gemm.
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int tid = threadIdx.x;
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// caculate the offset.
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int q_offset = blockIdx.x * head_num * 1 * head_dim;
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int k_offset = blockIdx.x * head_num * seq_len * head_dim;
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int v_offset = blockIdx.x * head_num * seq_len * head_dim;
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// calculate the sum.
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// calculate the softmax
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// calculate the weighted sum.
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} |