Add a matmul benchmark. (#429)

1 files changed, 19 insertions, 0 deletions

diff --git a/candle-core/examples/cpu_benchmarks.rs b/candle-core/examples/cpu_benchmarks.rs
index 4cc710fb..421a4d50 100644
--- a/candle-core/examples/cpu_benchmarks.rs
+++ b/candle-core/examples/cpu_benchmarks.rs
@@ -55,6 +55,23 @@ impl Benchmark for Conv2d {
     const ITERS: usize = 1;
 }
 
+struct Matmul;
+impl Benchmark for Matmul {
+    type PreProcessData = (Tensor, Tensor);
+    type RunResult = Tensor;
+    fn preprocess() -> Result<Self::PreProcessData> {
+        let lhs = Tensor::randn(0f32, 1., (1024, 1024), &Device::Cpu)?;
+        let rhs = Tensor::randn(0f32, 1., (1024, 1024), &Device::Cpu)?;
+        Ok((lhs, rhs))
+    }
+
+    fn run_one(d: &Self::PreProcessData) -> Result<Self::RunResult> {
+        d.0.matmul(&d.1)
+    }
+
+    const ITERS: usize = 100;
+}
+
 fn run<B: Benchmark>(iters: Option<usize>) -> Result<()> {
     use std::hint::black_box;
 
@@ -72,6 +89,7 @@ fn run<B: Benchmark>(iters: Option<usize>) -> Result<()> {
 enum Task {
     Conv1d,
     Conv2d,
+    Matmul,
 }
 
 #[derive(Parser, Debug)]
@@ -90,6 +108,7 @@ fn main() -> Result<()> {
     match args.task {
         Task::Conv1d => run::<Conv1d>(args.iters)?,
         Task::Conv2d => run::<Conv2d>(args.iters)?,
+        Task::Matmul => run::<Matmul>(args.iters)?,
     }
     Ok(())
 }