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https://github.com/huggingface/text-generation-inference.git
synced 2025-09-12 04:44:52 +00:00
Shake out some issues, add correct removal order test
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6d0094e5d4
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c352a3e231
@ -171,9 +171,6 @@ pub struct PrefixCache {
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/// on its preceding prefix block.
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cache_blocks: HashMap<u64, PrefixBlockState>,
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/// Whether to cache partial blocks.
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cache_partial: bool,
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/// Blocks that are immediately available for allocation.
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free_blocks: Vec<u32>,
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@ -185,11 +182,10 @@ pub struct PrefixCache {
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}
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impl PrefixCache {
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pub fn new(block_size: usize, n_blocks: usize, cache_partial: bool) -> Self {
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pub fn new(block_size: usize, n_blocks: usize) -> Self {
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PrefixCache {
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block_size,
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cache_blocks: HashMap::new(),
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cache_partial,
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free_blocks: (1..n_blocks as u32).collect(),
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leaves: HashSet::new(),
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time: 0,
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@ -202,11 +198,10 @@ impl PrefixCache {
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prefill_tokens: &[u32],
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) -> Option<BlockAllocationWithCache> {
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let mut hasher = DefaultHasher::new();
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let mut tokens_from_cache = 0;
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let mut prefix_cache_blocks = Vec::new();
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let mut prefix_hashes = Vec::new();
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for prefill_chunk in prefill_tokens.chunks(self.block_size) {
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if prefill_chunk.len() < self.block_size && !self.cache_partial {
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if prefill_chunk.len() < self.block_size {
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break;
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}
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@ -225,12 +220,11 @@ impl PrefixCache {
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self.incref_prefix(prefix_hash);
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prefix_hashes.push(prefix_hash);
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prefix_cache_blocks.push(block_id);
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tokens_from_cache += prefill_chunk.len();
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}
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// Get tokens for the remaining prefill and decode.
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let blocks = match self.alloc_or_reclaim(n_tokens - tokens_from_cache) {
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let blocks = match self.alloc_or_reclaim(n_tokens - (prefix_hashes.len() * self.block_size))
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{
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Some(blocks) => blocks,
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None => {
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// If the allocation fails, we have relinquish our use of the
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@ -247,7 +241,6 @@ impl PrefixCache {
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let mut slots = Vec::with_capacity(n_tokens);
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for block_id in prefix_cache_blocks.iter() {
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// TODO: fixme: doesn't work with cache_partial yet.
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for s in
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(*block_id * self.block_size as u32)..((*block_id + 1) * self.block_size as u32)
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{
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@ -301,7 +294,7 @@ impl PrefixCache {
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fn alloc_or_reclaim(&mut self, n_tokens: usize) -> Option<Vec<u32>> {
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let n_blocks = (n_tokens + self.block_size - 1) / self.block_size;
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let n_blocks_needed = if n_tokens > self.free_blocks.len() {
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let n_blocks_needed = if n_blocks > self.free_blocks.len() {
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n_blocks - self.free_blocks.len()
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} else {
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0
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@ -337,7 +330,7 @@ impl PrefixCache {
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let mut hasher = DefaultHasher::new();
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let mut predecessor = None;
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for (prefill_chunk, block_id) in prefill_tokens.chunks(self.block_size).zip(blocks.iter()) {
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if prefill_chunk.len() < self.block_size && !self.cache_partial {
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if prefill_chunk.len() < self.block_size {
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break;
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}
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@ -357,6 +350,9 @@ impl PrefixCache {
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predecessor,
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ref_count: 0,
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});
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if let Some(predecessor) = predecessor {
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self.incref_prefix(predecessor);
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}
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self.leaves.insert(prefix_hash);
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}
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};
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@ -381,7 +377,7 @@ mod tests {
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#[test]
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fn test_prefix_cache() {
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let mut cache = PrefixCache::new(4, 3, false);
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let mut cache = PrefixCache::new(4, 3);
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let allocation = cache.alloc(8, &[0, 1, 2, 3]);
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assert_eq!(
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allocation,
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@ -392,8 +388,6 @@ mod tests {
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);
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cache.free(&allocation.unwrap().blocks, &[0, 1, 2, 3]);
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eprintln!("{:?}", cache);
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let allocation = cache.alloc(8, &[0, 1, 2, 3]);
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assert_eq!(
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allocation,
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@ -403,4 +397,39 @@ mod tests {
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})
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);
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}
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#[test]
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fn test_older_prefixes_are_collected_first() {
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let mut cache = PrefixCache::new(2, 4);
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let allocation1 = cache.alloc(4, &[0, 1, 2, 3]);
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assert_eq!(
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allocation1,
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Some(BlockAllocationWithCache {
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blocks: vec![2, 3],
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slots: (4..8).collect()
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})
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);
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let allocation2 = cache.alloc(2, &[4, 5]);
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assert_eq!(
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allocation2,
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Some(BlockAllocationWithCache {
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blocks: vec![1],
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slots: (2..4).collect()
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})
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);
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cache.free(&allocation1.unwrap().blocks, &[0, 1, 2, 3]);
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cache.free(&allocation2.unwrap().blocks, &[4, 5]);
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// We should get the blocks of the first allocation, since they are more recent.
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let allocation3 = cache.alloc(4, &[6, 7, 8, 9]);
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assert_eq!(
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allocation3,
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Some(BlockAllocationWithCache {
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blocks: vec![3, 2],
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slots: vec![6, 7, 4, 5]
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})
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);
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}
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}
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