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Original file line number Diff line number Diff line change
Expand Up @@ -121,15 +121,15 @@ class PagedAttentionKernel {
float max_score = -3.4028234663852886e38f;
float sum_exp = 0.0f;

for (size_t block_idx = 0; block_idx < _max_num_blocks_per_seq; ++block_idx) {
size_t token_start = block_idx * _page_block_size;
for (size_t page_block_idx = 0; page_block_idx < _max_num_blocks_per_seq; ++page_block_idx) {
size_t token_start = page_block_idx * _page_block_size;
if (token_start >= seq_len) {
break;
}

const int64_t physical_block = loadIndex(
_block_tables_gm,
static_cast<ptrdiff_t>(seq_idx) * _block_table_batch_stride + static_cast<ptrdiff_t>(block_idx));
static_cast<ptrdiff_t>(seq_idx) * _block_table_batch_stride + static_cast<ptrdiff_t>(page_block_idx));

size_t token_end = token_start + _page_block_size;
if (token_end > seq_len) {
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Original file line number Diff line number Diff line change
Expand Up @@ -197,22 +197,22 @@ class PagedAttentionPrefillKernel {
}

__aicore__ inline ptrdiff_t keyBase(size_t seq_idx, size_t kv_head_idx, size_t token_idx) {
const size_t block_idx = token_idx / _page_block_size;
const size_t page_block_idx = token_idx / _page_block_size;
const size_t token_offset = token_idx % _page_block_size;
const int64_t physical_block = loadPrefillIndex(
_block_tables_gm,
static_cast<ptrdiff_t>(seq_idx) * _block_table_batch_stride + static_cast<ptrdiff_t>(block_idx));
static_cast<ptrdiff_t>(seq_idx) * _block_table_batch_stride + static_cast<ptrdiff_t>(page_block_idx));
return static_cast<ptrdiff_t>(physical_block) * _k_batch_stride
+ static_cast<ptrdiff_t>(kv_head_idx) * _k_head_stride
+ static_cast<ptrdiff_t>(token_offset) * _k_row_stride;
}

__aicore__ inline ptrdiff_t valueBase(size_t seq_idx, size_t kv_head_idx, size_t token_idx) {
const size_t block_idx = token_idx / _page_block_size;
const size_t page_block_idx = token_idx / _page_block_size;
const size_t token_offset = token_idx % _page_block_size;
const int64_t physical_block = loadPrefillIndex(
_block_tables_gm,
static_cast<ptrdiff_t>(seq_idx) * _block_table_batch_stride + static_cast<ptrdiff_t>(block_idx));
static_cast<ptrdiff_t>(seq_idx) * _block_table_batch_stride + static_cast<ptrdiff_t>(page_block_idx));
return static_cast<ptrdiff_t>(physical_block) * _v_batch_stride
+ static_cast<ptrdiff_t>(kv_head_idx) * _v_head_stride
+ static_cast<ptrdiff_t>(token_offset) * _v_row_stride;
Expand Down