mirror of https://github.com/tracel-ai/burn.git
working memory extension, but not fast
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@ -16,6 +16,13 @@ pub struct MemoryPool {
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#[allow(unused)] // will be used when we rewrite memory extension
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max_chunk_size: usize,
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ring: RingBuffer<Chunk, Slice>,
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recently_added_chunks: Vec<ChunkId>,
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recently_alloced_size: usize,
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}
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struct SliceUpdate {
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slice_id: SliceId,
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size: usize,
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}
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#[derive(new, Debug)]
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@ -78,8 +85,15 @@ impl MemoryPage {
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slice_id.copied()
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}
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fn insert_slice(&mut self, address: usize, slice: &Slice) {
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self.slices.insert(address, slice.id());
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fn insert_slice(&mut self, address: usize, slice: SliceId) {
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self.slices.insert(address, slice);
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}
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fn slices_sorted_by_address(&self) -> Vec<SliceId> {
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let mut entries: Vec<(usize, SliceId)> = self.slices.clone().into_iter().collect();
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entries.sort_by_key(|&(key, _)| key);
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let sorted_slices: Vec<SliceId> = entries.into_iter().map(|(_, values)| values).collect();
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sorted_slices
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}
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}
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@ -173,6 +187,8 @@ impl MemoryPool {
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max_chunk_size,
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chunk_index: SearchIndex::new(),
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ring: RingBuffer::new(),
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recently_added_chunks: Vec::new(),
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recently_alloced_size: 0,
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}
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}
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@ -198,6 +214,11 @@ impl MemoryPool {
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size: usize,
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sync: Sync,
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) -> MemoryPoolHandle {
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if self.recently_alloced_size > (0.8 * self.max_chunk_size as f64) as usize {
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self.extend_max_memory(storage);
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self.recently_added_chunks = Vec::new();
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self.recently_alloced_size = 0;
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}
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let slice = self.get_free_slice(size);
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match slice {
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@ -212,12 +233,15 @@ impl MemoryPool {
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&mut self,
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storage: &mut Storage,
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size: usize,
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_sync: Sync,
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sync: Sync,
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) -> MemoryPoolHandle {
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if let Some(handle) = self.get_free_slice(size) {
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return MemoryPoolHandle { slice: handle };
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if self.recently_alloced_size > (0.8 * self.max_chunk_size as f64) as usize {
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sync();
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self.extend_max_memory(storage);
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if let Some(handle) = self.get_free_slice(size) {
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return MemoryPoolHandle { slice: handle };
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}
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}
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let alloc_size = self.rounding.alloc_size(size);
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self.alloc_slice(storage, alloc_size, size)
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}
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@ -229,6 +253,10 @@ impl MemoryPool {
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slice_size: usize,
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) -> MemoryPoolHandle {
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let handle_chunk = self.create_chunk(storage, alloc_size);
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let chunk_size = self.chunks.get(handle_chunk.id()).unwrap().storage.size();
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self.recently_added_chunks.push(*handle_chunk.id());
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self.recently_alloced_size += chunk_size;
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let chunk_id = *handle_chunk.id();
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let (slice, extra_slice) =
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self.allocate_slices(handle_chunk.clone(), alloc_size, slice_size);
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@ -391,13 +419,103 @@ impl MemoryPool {
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handle
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}
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#[allow(unused)]
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fn extend_max_memory<Storage: ComputeStorage>(&mut self, storage: &mut Storage) {
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log::info!("Extend max memory ...");
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let mut slices = Vec::<SliceUpdate>::new();
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let mut deallocations = HashSet::<ChunkId>::new();
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let mut chunks_total_size: usize = 0;
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for chunk_id in &self.recently_added_chunks {
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let chunk = self.chunks.get(chunk_id).unwrap();
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let chunk_id = *chunk.handle.id();
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let sorted_slice = chunk.slices.slices_sorted_by_address();
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for slice_id in sorted_slice {
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let slice = self.slices.get(&slice_id).unwrap();
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let size = slice.storage.size();
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slices.push(SliceUpdate { slice_id, size });
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}
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chunks_total_size += chunk.storage.size();
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deallocations.insert(chunk_id);
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}
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if !slices.is_empty() {
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self.move_to_new_chunk(chunks_total_size, storage, &mut slices, &mut deallocations);
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} else {
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self.deallocate(storage, &mut deallocations);
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}
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}
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fn deallocate<Storage: ComputeStorage>(
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&mut self,
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_storage: &mut Storage,
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_deallocations: &mut HashSet<ChunkId>,
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storage: &mut Storage,
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deallocations: &mut HashSet<ChunkId>,
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) {
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todo!()
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for id in deallocations.drain() {
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let mut chunk = self.chunks.remove(&id).unwrap();
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self.ring.remove_chunk(id);
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for (_address, slice_id) in chunk.slices.slices.drain() {
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let slice = self.slices.get(&slice_id).unwrap();
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let chunk_id = *slice.chunk.id();
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assert_ne!(chunk_id, id, "Chunk id should be updated");
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}
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self.chunk_index.remove(&id);
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storage.dealloc(chunk.storage.id);
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}
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}
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fn move_to_new_chunk<Storage: ComputeStorage>(
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&mut self,
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alloc_size: usize,
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storage: &mut Storage,
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slices: &mut Vec<SliceUpdate>,
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deallocations: &mut HashSet<ChunkId>,
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) {
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let chunk = self.create_chunk(storage, alloc_size);
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let storage_id = self.chunks.get(chunk.id()).unwrap().storage.id.clone();
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let mut offset = 0;
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let mut slices_ids: Vec<(usize, SliceId)> = Vec::new();
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for update in slices.drain(..) {
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let slice_id = update.slice_id;
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let slice = self.slices.get_mut(&slice_id).unwrap();
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let old_storage = slice.storage.clone();
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slice.chunk = chunk.clone();
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slice.storage = StorageHandle {
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id: storage_id.clone(),
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utilization: StorageUtilization::Slice {
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offset,
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size: update.size,
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},
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};
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storage.copy(&old_storage, &slice.storage);
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slices_ids.push((offset, slice_id));
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log::info!("slice with id {:?} and offset {offset}", slice_id);
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offset += slice.effective_size();
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}
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let chunk = self.chunks.get_mut(chunk.id()).unwrap();
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let chunk_handle = chunk.handle.clone();
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for (address, slice_id) in slices_ids.drain(..) {
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chunk.slices.insert_slice(address, slice_id);
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}
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let chunk_size = chunk.storage.size();
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let last_slice_size = chunk_size - offset;
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assert_eq!(last_slice_size % BUFFER_ALIGNMENT, 0);
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if last_slice_size != 0 {
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self.create_slice(offset, last_slice_size, chunk_handle);
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}
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self.deallocate(storage, deallocations);
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}
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}
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@ -487,7 +605,7 @@ impl MemoryChunk<Slice> for Chunk {
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slice: Slice,
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slices: &mut HashMap<SliceId, Slice>,
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) {
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self.slices.insert_slice(position, &slice);
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self.slices.insert_slice(position, slice.id());
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slices.insert(slice.id(), slice);
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}
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}
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@ -46,7 +46,6 @@ impl<C: MemoryChunk<S>, S: MemorySlice> RingBuffer<C, S> {
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self.chunk_positions.insert(chunk_id, self.queue.len() - 1);
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}
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#[allow(unused)]
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pub fn remove_chunk(&mut self, chunk_id: ChunkId) {
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if let Some(position) = self.chunk_positions.remove(&chunk_id) {
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self.queue.remove(position);
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