Prints benchmark results in a neat table and attempts to run every benchmark (#1464)

akhildevelops · web-flow · commit 4e68cb21759d · 2024-03-15T06:55:18.000-04:00
* log benchmark results as table

* update with comments

* remove redundants

* ds

* in markdown format

* fix
diff --git a/backend-comparison/src/burnbenchapp/base.rs b/backend-comparison/src/burnbenchapp/base.rs
@@ -1,20 +1,22 @@
+use super::{
+    auth::{save_token, CLIENT_ID},
+    App,
+};
+use crate::burnbenchapp::auth::{get_token_from_cache, verify_token};
+use crate::persistence::{BenchmarkCollection, BenchmarkRecord};
 use arboard::Clipboard;
 use clap::{Parser, Subcommand, ValueEnum};
 use github_device_flow::{self, DeviceFlow};
+use serde_json;
+use std::fs;
+use std::io::{BufRead, BufReader, Result as ioResult};
 use std::{
-    process::{Command, Stdio},
+    process::{Command, ExitStatus, Stdio},
     thread, time,
 };
+
 use strum::IntoEnumIterator;
 use strum_macros::{Display, EnumIter};
-
-use crate::burnbenchapp::auth::{get_token_from_cache, verify_token};
-
-use super::{
-    auth::{save_token, CLIENT_ID},
-    App,
-};
-
 const FIVE_SECONDS: time::Duration = time::Duration::new(5, 0);
 const BENCHMARKS_TARGET_DIR: &str = "target/benchmarks";
 const USER_BENCHMARK_SERVER_URL: &str = if cfg!(debug_assertions) {
@@ -184,17 +186,12 @@ fn command_run(run_args: RunArgs) {
     }
     let total_combinations = run_args.backends.len() * run_args.benches.len();
     println!(
-        "Executing the following benchmark and backend combinations (Total: {}):",
+        "Executing benchmark and backend combinations in total: {}",
         total_combinations
     );
-    for backend in &run_args.backends {
-        for bench in &run_args.benches {
-            println!("- Benchmark: {}, Backend: {}", bench, backend);
-        }
-    }
     let mut app = App::new();
     app.init();
-    println!("Running benchmarks...");
+    println!("Running benchmarks...\n");
     app.run(
         &run_args.benches,
         &run_args.backends,
@@ -204,7 +201,7 @@ fn command_run(run_args: RunArgs) {
 }
 
 #[allow(unused)] // for tui as this is WIP
-pub(crate) fn run_cargo(command: &str, params: &[&str]) {
+pub(crate) fn run_cargo(command: &str, params: &[&str]) -> ioResult<ExitStatus> {
     let mut cargo = Command::new("cargo")
         .arg(command)
         .arg("--color=always")
@@ -213,22 +210,36 @@ pub(crate) fn run_cargo(command: &str, params: &[&str]) {
         .stderr(Stdio::inherit())
         .spawn()
         .expect("cargo process should run");
-    let status = cargo.wait().expect("");
-    if !status.success() {
-        std::process::exit(status.code().unwrap_or(1));
-    }
+    cargo.wait()
 }
 
 pub(crate) fn run_backend_comparison_benchmarks(
     benches: &[BenchmarkValues],
     backends: &[BackendValues],
     token: Option<&str>,
 ) {
-    // Iterate over each combination of backend and bench
-    for backend in backends.iter() {
-        for bench in benches.iter() {
+    // Prefix and postfix for titles
+    let filler = ["="; 10].join("");
+
+    // Delete the file containing file paths to benchmark results, if existing
+    let benchmark_results_file = dirs::home_dir()
+        .expect("Home directory should exist")
+        .join(".cache")
+        .join("burn")
+        .join("backend-comparison")
+        .join("benchmark_results.txt");
+
+    fs::remove_file(benchmark_results_file.clone()).ok();
+
+    // Iterate through every combination of benchmark and backend
+    for bench in benches.iter() {
+        for backend in backends.iter() {
             let bench_str = bench.to_string();
             let backend_str = backend.to_string();
+            println!(
+                "{}Benchmarking {} on {}{}",
+                filler, bench_str, backend_str, filler
+            );
             let mut args = vec![
                 "-p",
                 "backend-comparison",
@@ -246,7 +257,36 @@ pub(crate) fn run_backend_comparison_benchmarks(
                 args.push("--sharing-token");
                 args.push(t);
             }
-            run_cargo("bench", &args);
+            let status = run_cargo("bench", &args).unwrap();
+            if !status.success() {
+                println!(
+                    "Benchmark {} didn't ran successfully on the backend {}",
+                    bench_str, backend_str
+                );
+                continue;
+            }
+        }
+    }
+
+    // Iterate though each benchmark result file present in backend-comparison/benchmark_results.txt
+    // and print them in a single table.
+    let mut benchmark_results = BenchmarkCollection::default();
+    if let Ok(file) = fs::File::open(benchmark_results_file.clone()) {
+        let file_reader = BufReader::new(file);
+        for file in file_reader.lines() {
+            let file_path = file.unwrap();
+            if let Ok(br_file) = fs::File::open(file_path.clone()) {
+                let benchmarkrecord =
+                    serde_json::from_reader::<_, BenchmarkRecord>(br_file).unwrap();
+                benchmark_results.records.push(benchmarkrecord)
+            } else {
+                println!("Cannot find the benchmark-record file: {}", file_path);
+            };
         }
+        println!(
+            "{}Benchmark Results{}\n\n{}",
+            filler, filler, benchmark_results
+        );
+        fs::remove_file(benchmark_results_file).ok();
     }
 }
diff --git a/backend-comparison/src/persistence/base.rs b/backend-comparison/src/persistence/base.rs
@@ -1,19 +1,19 @@
-use std::fs;
-
 use burn::{
-    serde::{ser::SerializeStruct, Serialize, Serializer},
+    serde::{de::Visitor, ser::SerializeStruct, Deserialize, Serialize, Serializer},
     tensor::backend::Backend,
 };
 use burn_common::benchmark::BenchmarkResult;
 use dirs;
 use reqwest::header::{HeaderMap, ACCEPT, AUTHORIZATION, USER_AGENT};
 use serde_json;
-
+use std::fmt::Display;
+use std::time::Duration;
+use std::{fs, io::Write};
 #[derive(Default, Clone)]
 pub struct BenchmarkRecord {
     backend: String,
     device: String,
-    results: BenchmarkResult,
+    pub results: BenchmarkResult,
 }
 
 /// Save the benchmarks results on disk.
@@ -77,10 +77,22 @@ pub fn save<B: Backend>(
             record.results.name, record.results.timestamp
         );
         let file_path = cache_dir.join(file_name);
-        let file = fs::File::create(file_path).expect("Benchmark file should exist or be created");
+        let file =
+            fs::File::create(file_path.clone()).expect("Benchmark file should exist or be created");
         serde_json::to_writer_pretty(file, &record)
             .expect("Benchmark file should be updated with benchmark results");
 
+        // Append the benchmark result filepath in the benchmark_results.tx file of  cache folder to be later picked by benchrun
+        let benchmark_results_path = cache_dir.join("benchmark_results.txt");
+        let mut benchmark_results_file = fs::OpenOptions::new()
+            .append(true)
+            .create(true)
+            .open(benchmark_results_path)
+            .unwrap();
+        benchmark_results_file
+            .write_all(format!("{}\n", file_path.to_string_lossy()).as_bytes())
+            .unwrap();
+
         if url.is_some() {
             println!("Sharing results...");
             let client = reqwest::blocking::Client::new();
@@ -154,3 +166,186 @@ impl Serialize for BenchmarkRecord {
         )
     }
 }
+
+struct BenchmarkRecordVisitor;
+
+impl<'de> Visitor<'de> for BenchmarkRecordVisitor {
+    type Value = BenchmarkRecord;
+    fn expecting(&self, formatter: &mut std::fmt::Formatter) -> std::fmt::Result {
+        write!(formatter, "Serialized Json object of BenchmarkRecord")
+    }
+    fn visit_map<A>(self, mut map: A) -> Result<Self::Value, A::Error>
+    where
+        A: burn::serde::de::MapAccess<'de>,
+    {
+        let mut br = BenchmarkRecord::default();
+        while let Some(key) = map.next_key::<String>()? {
+            match key.as_str() {
+                "backend" => br.backend = map.next_value::<String>()?,
+                "device" => br.device = map.next_value::<String>()?,
+                "gitHash" => br.results.git_hash = map.next_value::<String>()?,
+                "name" => br.results.name = map.next_value::<String>()?,
+                "max" => {
+                    let value = map.next_value::<u64>()?;
+                    br.results.computed.max = Duration::from_micros(value);
+                }
+                "mean" => {
+                    let value = map.next_value::<u64>()?;
+                    br.results.computed.mean = Duration::from_micros(value);
+                }
+                "median" => {
+                    let value = map.next_value::<u64>()?;
+                    br.results.computed.median = Duration::from_micros(value);
+                }
+                "min" => {
+                    let value = map.next_value::<u64>()?;
+                    br.results.computed.min = Duration::from_micros(value);
+                }
+                "options" => br.results.options = map.next_value::<Option<String>>()?,
+                "rawDurations" => br.results.raw.durations = map.next_value::<Vec<Duration>>()?,
+                "shapes" => br.results.shapes = map.next_value::<Vec<Vec<usize>>>()?,
+                "timestamp" => br.results.timestamp = map.next_value::<u128>()?,
+                "variance" => {
+                    let value = map.next_value::<u64>()?;
+                    br.results.computed.variance = Duration::from_micros(value)
+                }
+
+                "numSamples" => _ = map.next_value::<usize>()?,
+                _ => panic!("Unexpected Key: {}", key),
+            }
+        }
+
+        Ok(br)
+    }
+}
+
+impl<'de> Deserialize<'de> for BenchmarkRecord {
+    fn deserialize<D>(deserializer: D) -> Result<Self, D::Error>
+    where
+        D: burn::serde::Deserializer<'de>,
+    {
+        deserializer.deserialize_map(BenchmarkRecordVisitor)
+    }
+}
+
+#[derive(Default)]
+pub(crate) struct BenchmarkCollection {
+    pub records: Vec<BenchmarkRecord>,
+}
+
+impl Display for BenchmarkCollection {
+    fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result {
+        writeln!(
+            f,
+            "| {0:<15}| {1:<35}| {2:<15}|\n|{3:-<16}|{4:-<36}|{5:-<16}|",
+            "Benchmark", "Backend", "Median", "", "", ""
+        )?;
+        for record in self.records.iter() {
+            let backend = [record.backend.clone(), record.device.clone()].join("-");
+            writeln!(
+                f,
+                "| {0:<15}| {1:<35}| {2:<15.3?}|",
+                record.results.name, backend, record.results.computed.median
+            )?;
+        }
+
+        Ok(())
+    }
+}
+
+#[cfg(test)]
+mod tests {
+    use super::*;
+
+    #[test]
+    fn get_benchmark_result() {
+        let sample_result = r#"{
+            "backend": "candle",
+            "device": "Cuda(0)",
+            "gitHash": "02d37011ab4dc773286e5983c09cde61f95ba4b5",
+            "name": "unary",
+            "max": 8858,
+            "mean": 8629,
+            "median": 8592,
+            "min": 8506,
+            "numSamples": 10,
+            "options": null,
+            "rawDurations": [
+                {
+                    "secs": 0,
+                    "nanos": 8858583
+                },
+                {
+                    "secs": 0,
+                    "nanos": 8719822
+                },
+                {
+                    "secs": 0,
+                    "nanos": 8705335
+                },
+                {
+                    "secs": 0,
+                    "nanos": 8835636
+                },
+                {
+                    "secs": 0,
+                    "nanos": 8592507
+                },
+                {
+                    "secs": 0,
+                    "nanos": 8506423
+                },
+                {
+                    "secs": 0,
+                    "nanos": 8534337
+                },
+                {
+                    "secs": 0,
+                    "nanos": 8506627
+                },
+                {
+                    "secs": 0,
+                    "nanos": 8521615
+                },
+                {
+                    "secs": 0,
+                    "nanos": 8511474
+                }
+            ],
+            "shapes": [
+                [
+                    32,
+                    512,
+                    1024
+                ]
+            ],
+            "timestamp": 1710208069697,
+            "variance": 0
+        }"#;
+        let record = serde_json::from_str::<BenchmarkRecord>(sample_result).unwrap();
+        assert!(record.backend == "candle");
+        assert!(record.device == "Cuda(0)");
+        assert!(record.results.git_hash == "02d37011ab4dc773286e5983c09cde61f95ba4b5");
+        assert!(record.results.name == "unary");
+        assert!(record.results.computed.max.as_micros() == 8858);
+        assert!(record.results.computed.mean.as_micros() == 8629);
+        assert!(record.results.computed.median.as_micros() == 8592);
+        assert!(record.results.computed.min.as_micros() == 8506);
+        assert!(record.results.options.is_none());
+        assert!(record.results.shapes == vec![vec![32, 512, 1024]]);
+        assert!(record.results.timestamp == 1710208069697);
+        assert!(record.results.computed.variance.as_micros() == 0);
+
+        //Check raw durations
+        assert!(record.results.raw.durations[0] == Duration::from_nanos(8858583));
+        assert!(record.results.raw.durations[1] == Duration::from_nanos(8719822));
+        assert!(record.results.raw.durations[2] == Duration::from_nanos(8705335));
+        assert!(record.results.raw.durations[3] == Duration::from_nanos(8835636));
+        assert!(record.results.raw.durations[4] == Duration::from_nanos(8592507));
+        assert!(record.results.raw.durations[5] == Duration::from_nanos(8506423));
+        assert!(record.results.raw.durations[6] == Duration::from_nanos(8534337));
+        assert!(record.results.raw.durations[7] == Duration::from_nanos(8506627));
+        assert!(record.results.raw.durations[8] == Duration::from_nanos(8521615));
+        assert!(record.results.raw.durations[9] == Duration::from_nanos(8511474));
+    }
+}
