summaryrefslogtreecommitdiffhomepage
path: root/test/benchmarks/ml
diff options
context:
space:
mode:
Diffstat (limited to 'test/benchmarks/ml')
-rw-r--r--test/benchmarks/ml/BUILD22
-rw-r--r--test/benchmarks/ml/ml.go16
-rw-r--r--test/benchmarks/ml/tensorflow_test.go78
3 files changed, 0 insertions, 116 deletions
diff --git a/test/benchmarks/ml/BUILD b/test/benchmarks/ml/BUILD
deleted file mode 100644
index 285ec35d9..000000000
--- a/test/benchmarks/ml/BUILD
+++ /dev/null
@@ -1,22 +0,0 @@
-load("//tools:defs.bzl", "go_library")
-load("//test/benchmarks:defs.bzl", "benchmark_test")
-
-package(licenses = ["notice"])
-
-go_library(
- name = "ml",
- testonly = 1,
- srcs = ["ml.go"],
-)
-
-benchmark_test(
- name = "tensorflow_test",
- size = "enormous",
- srcs = ["tensorflow_test.go"],
- library = ":ml",
- visibility = ["//:sandbox"],
- deps = [
- "//pkg/test/dockerutil",
- "//test/benchmarks/harness",
- ],
-)
diff --git a/test/benchmarks/ml/ml.go b/test/benchmarks/ml/ml.go
deleted file mode 100644
index d5fc5b7da..000000000
--- a/test/benchmarks/ml/ml.go
+++ /dev/null
@@ -1,16 +0,0 @@
-// Copyright 2020 The gVisor Authors.
-//
-// Licensed under the Apache License, Version 2.0 (the "License");
-// you may not use this file except in compliance with the License.
-// You may obtain a copy of the License at
-//
-// http://www.apache.org/licenses/LICENSE-2.0
-//
-// Unless required by applicable law or agreed to in writing, software
-// distributed under the License is distributed on an "AS IS" BASIS,
-// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-// See the License for the specific language governing permissions and
-// limitations under the License.
-
-// Package ml holds benchmarks around machine learning performance.
-package ml
diff --git a/test/benchmarks/ml/tensorflow_test.go b/test/benchmarks/ml/tensorflow_test.go
deleted file mode 100644
index b0e0c4720..000000000
--- a/test/benchmarks/ml/tensorflow_test.go
+++ /dev/null
@@ -1,78 +0,0 @@
-// Copyright 2020 The gVisor Authors.
-//
-// Licensed under the Apache License, Version 2.0 (the "License");
-// you may not use this file except in compliance with the License.
-// You may obtain a copy of the License at
-//
-// http://www.apache.org/licenses/LICENSE-2.0
-//
-// Unless required by applicable law or agreed to in writing, software
-// distributed under the License is distributed on an "AS IS" BASIS,
-// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-// See the License for the specific language governing permissions and
-// limitations under the License.
-package ml
-
-import (
- "context"
- "os"
- "testing"
-
- "gvisor.dev/gvisor/pkg/test/dockerutil"
- "gvisor.dev/gvisor/test/benchmarks/harness"
-)
-
-// BenchmarkTensorflow runs workloads from a TensorFlow tutorial.
-// See: https://github.com/aymericdamien/TensorFlow-Examples
-func BenchmarkTensorflow(b *testing.B) {
- workloads := map[string]string{
- "GradientDecisionTree": "2_BasicModels/gradient_boosted_decision_tree.py",
- "Kmeans": "2_BasicModels/kmeans.py",
- "LogisticRegression": "2_BasicModels/logistic_regression.py",
- "NearestNeighbor": "2_BasicModels/nearest_neighbor.py",
- "RandomForest": "2_BasicModels/random_forest.py",
- "ConvolutionalNetwork": "3_NeuralNetworks/convolutional_network.py",
- "MultilayerPerceptron": "3_NeuralNetworks/multilayer_perceptron.py",
- "NeuralNetwork": "3_NeuralNetworks/neural_network.py",
- }
-
- machine, err := harness.GetMachine()
- if err != nil {
- b.Fatalf("failed to get machine: %v", err)
- }
- defer machine.CleanUp()
-
- for name, workload := range workloads {
- b.Run(name, func(b *testing.B) {
- ctx := context.Background()
-
- b.ResetTimer()
- b.StopTimer()
-
- for i := 0; i < b.N; i++ {
- container := machine.GetContainer(ctx, b)
- defer container.CleanUp(ctx)
- if err := harness.DropCaches(machine); err != nil {
- b.Skipf("failed to drop caches: %v. You probably need root.", err)
- }
-
- // Run tensorflow.
- b.StartTimer()
- if out, err := container.Run(ctx, dockerutil.RunOpts{
- Image: "benchmarks/tensorflow",
- Env: []string{"PYTHONPATH=$PYTHONPATH:/TensorFlow-Examples/examples"},
- WorkDir: "/TensorFlow-Examples/examples",
- }, "python", workload); err != nil {
- b.Fatalf("failed to run container: %v logs: %s", err, out)
- }
- b.StopTimer()
- }
- })
- }
-}
-
-func TestMain(m *testing.M) {
- harness.Init()
- harness.SetFixedBenchmarks()
- os.Exit(m.Run())
-}