Support disable metal buffer cache to prevent performance degradation caused by large memory caching (#390)

* support disable metal buffer cache, due to large unused memory buffered when llm generated long context tokens

* Run format and add "cache_enabled" feature tests

Author: wsvn53

mlx/backend/metal/allocator.cpp

@@ -23,6 +23,16 @@ void* Buffer::raw_ptr() {
 
 namespace metal {
 
+static bool cache_enabled_ = true;
+
+bool cache_enabled() {
+  return cache_enabled_;
+}
+
+void set_cache_enabled(bool enabled) {
+  cache_enabled_ = enabled;
+}
+
 namespace {
 
 BufferCache::BufferCache(MTL::Device* device)
@@ -196,7 +206,11 @@ Buffer MetalAllocator::malloc(size_t size, bool allow_swap /* = false */) {
 
 void MetalAllocator::free(Buffer buffer) {
   auto buf = static_cast<MTL::Buffer*>(buffer.ptr());
-  buffer_cache_.recycle_to_cache(buf);
+  if (cache_enabled()) {
+    buffer_cache_.recycle_to_cache(buf);
+  } else {
+    buf->release();
+  }
 }
 
 MetalAllocator& allocator() {

mlx/backend/metal/metal.h

@@ -19,6 +19,9 @@ constexpr bool is_available() {
 #endif
 }
 
+bool cache_enabled(void);
+void set_cache_enabled(bool enabled);
+
 void new_stream(Stream stream);
 std::shared_ptr<void> new_scoped_memory_pool();
 

python/src/metal.cpp

@@ -11,4 +11,12 @@ using namespace mlx::core;
 void init_metal(py::module_& m) {
   py::module_ metal = m.def_submodule("metal", "mlx.metal");
   metal.def("is_available", &metal::is_available);
+  metal.def(
+      "cache_enabled",
+      &metal::cache_enabled,
+      "check if metal buffer cache is enabled, default is true");
+  metal.def(
+      "set_cache_enabled",
+      &metal::set_cache_enabled,
+      "enable or disable metal buffer cache");
 }

tests/metal_tests.cpp

@@ -5,6 +5,7 @@
 
 #include "mlx/backend/metal/device.h"
 #include "mlx/backend/metal/metal.h"
+#include "mlx/backend/metal/allocator.h"
 #include "mlx/mlx.h"
 
 using namespace mlx::core;
@@ -471,3 +472,43 @@ TEST_CASE("test metal validation") {
 
   eval(scatter_max(array(1), {}, array(2), std::vector<int>{}));
 }
+
+TEST_CASE("test metal enable/disable cache") {
+  // Test enable metal cache
+  {
+    metal::set_cache_enabled(true);
+    CHECK(metal::cache_enabled());
+
+    auto &a = metal::allocator();
+    auto size = 100;
+    auto buf = a.malloc(size, false);
+    
+    // Release a
+    a.free(buf);
+    
+    // Check size should equals to size
+    CHECK_EQ(static_cast<MTL::Buffer*>(buf.ptr())->length(), size);
+  }
+    
+  // Test disable metal cache
+  {
+    metal::set_cache_enabled(false);
+    CHECK(!metal::cache_enabled());
+
+    auto &a = metal::allocator();
+    auto size = 100;
+    auto buf = a.malloc(size, false);
+    auto buf_ptr = static_cast<MTL::Buffer*>(buf.ptr());
+    unsigned char first_byte = *reinterpret_cast<unsigned char*>(buf_ptr);
+    printf("first byte: %d\n", first_byte);
+    
+    // Release a
+    a.free(buf);
+    
+    // If release successfully, the first byte should be different from the first byte before release
+    unsigned char new_first_byte = *reinterpret_cast<unsigned char*>(buf_ptr);
+    printf("new first byte: %d\n", new_first_byte);
+    
+    CHECK_NE(new_first_byte, first_byte);
+  }
+}