Fix docs

Co-authored-by: Yunsong Wang <[email protected]>

README.md

@@ -244,7 +244,7 @@ We plan to add many GPU-accelerated, concurrent data structures to `cuCollection
 
 ### `bloom_filter`
 
-`cuco::bloom_filter` implements a Blocked Bloom filter for approximate set membership queries.
+`cuco::bloom_filter` implements a Blocked Bloom Filter for approximate set membership queries.
 
 #### Examples:
 - [Host-bulk APIs](https://github.com/NVIDIA/cuCollections/blob/dev/examples/bloom_filter/host_bulk_example.cu) (see [live example in godbolt](https://godbolt.org/z/EY7T5v5aE))

include/cuco/bloom_filter.cuh

@@ -69,7 +69,7 @@ class bloom_filter {
   /**
    * @brief Non-owning filter ref type
    *
-   * @tparam NewScope Thead scope of the to be updated ref type
+   * @tparam NewScope Thread scope of the to be updated ref type
    */
   template <cuda::thread_scope NewScope = Scope>
   using ref_type = bloom_filter_ref<Key, Extent, NewScope, Policy>;
@@ -126,7 +126,7 @@ class bloom_filter {
    * @note This function synchronizes the given stream. For asynchronous execution use
    * `clear_async`.
    *
-   * @param stream CUDA stream this operation is executed in
+   * @param stream CUDA stream used for device memory operations and kernel launches
    */
   __host__ constexpr void clear(cuda::stream_ref stream = {});
 
@@ -155,7 +155,7 @@ class bloom_filter {
   __host__ constexpr void add(InputIt first, InputIt last, cuda::stream_ref stream = {});
 
   /**
-   * @brief Asynchrounously adds all keys in the range `[first, last)` to the filter.
+   * @brief Asynchronously adds all keys in the range `[first, last)` to the filter.
    *
    * @tparam InputIt Device-accessible random access input iterator where
    * <tt>std::is_convertible<std::iterator_traits<InputIt>::value_type,

include/cuco/bloom_filter_ref.cuh

@@ -136,7 +136,7 @@ class bloom_filter_ref {
   __host__ constexpr void add(InputIt first, InputIt last, cuda::stream_ref stream = {});
 
   /**
-   * @brief Asynchrounously adds all keys in the range `[first, last)` to the filter.
+   * @brief Asynchronously adds all keys in the range `[first, last)` to the filter.
    *
    * @tparam InputIt Device-accessible random access input iterator where
    * <tt>std::is_convertible<std::iterator_traits<InputIt>::value_type,
@@ -207,7 +207,7 @@ class bloom_filter_ref {
   /**
    * @brief Device function that tests if a key's fingerprint is present in the filter.
    *
-   * @tparam ProbeKey Input type that is implicitly convertible to `key_type`
+   * @tparam ProbeKey Probe key type
    *
    * @param key The key to be tested
    *
@@ -367,7 +367,7 @@ class bloom_filter_ref {
   [[nodiscard]] __host__ __device__ constexpr extent_type block_extent() const noexcept;
 
  private:
-  impl_type impl_;  ///< Object containing the Blocked Bloom filter implementation
+  impl_type impl_;  ///< Object containing the Blocked Bloom Filter implementation
 };
 }  // namespace cuco