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Merged
ezyang merged 3 commits into from
Feb 21, 2018
Merged

Improve GPU perf test #5327

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d41398b
Reduce dataset size for word_language_model; increase NUM_RUNS for al…
Feb 15, 2018
39fe1d4
Test check_cpu_governor option
Feb 20, 2018
6e3065c
Update perf test numbers for CPU and GPU
Feb 21, 2018
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30 changes: 15 additions & 15 deletions .jenkins/perf_test/perf_test_numbers.json
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Original file line number Diff line number Diff line change
@@ -1,43 +1,43 @@
{
"commit": "9f980b179506489d226051259eacec8639c00c5f",
"commit": "492466f25fdf12b62f2043587130e9ee393e4b1c",

"cpu-test-base-machine": "Mac Mini with 2.3 GHz i7 processors, 16GB RAM, 250GB SSD",
"cpu-test-docker-settings": "2 cores, 4GB RAM",

"test_cpu_speed_mini_sequence_labeler": {
"mean": "6.68473",
"sigma": "0.78402"
"mean": "6.75325",
"sigma": "0.62155"
},

"test_cpu_speed_mnist": {
"mean": "39.31513",
"sigma": "1.44542"
"mean": "30.86437",
"sigma": "2.0945721121747041"
},

"gpu-test-base-machine": "g3.8xlarge",

"test_gpu_speed_mnist": {
"mean": "",
"sigma": ""
"mean": "11.66185",
"sigma": "0.29402"
},

"test_gpu_speed_word_language_model": {
"mean": "",
"sigma": ""
"mean": "5.65807",
"sigma": "0.1132"
},

"test_gpu_speed_cudnn_lstm": {
"mean": "",
"sigma": ""
"mean": "4.98804",
"sigma": "0.21906"
},

"test_gpu_speed_lstm": {
"mean": "",
"sigma": ""
"mean": "5.27968",
"sigma": "0.13834"
},

"test_gpu_speed_mlstm": {
"mean": "",
"sigma": ""
"mean": "4.11562",
"sigma": "0.0722"
}
}
4 changes: 2 additions & 2 deletions .jenkins/perf_test/test_gpu_speed_cudnn_lstm.sh
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Expand Up @@ -11,10 +11,10 @@ test_gpu_speed_cudnn_lstm () {
cd benchmark/scripts/

SAMPLE_ARRAY=()
NUM_RUNS=5
NUM_RUNS=20

for (( i=1; i<=$NUM_RUNS; i++ )) do
runtime=$(get_runtime_of_command "python cudnn_lstm.py")
runtime=$(get_runtime_of_command "python cudnn_lstm.py --skip-cpu-governor-check")
echo $runtime
SAMPLE_ARRAY+=(${runtime})
done
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4 changes: 2 additions & 2 deletions .jenkins/perf_test/test_gpu_speed_lstm.sh
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Expand Up @@ -11,10 +11,10 @@ test_gpu_speed_lstm () {
cd benchmark/scripts/

SAMPLE_ARRAY=()
NUM_RUNS=5
NUM_RUNS=20

for (( i=1; i<=$NUM_RUNS; i++ )) do
runtime=$(get_runtime_of_command "python lstm.py")
runtime=$(get_runtime_of_command "python lstm.py --skip-cpu-governor-check")
echo $runtime
SAMPLE_ARRAY+=(${runtime})
done
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4 changes: 2 additions & 2 deletions .jenkins/perf_test/test_gpu_speed_mlstm.sh
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Expand Up @@ -11,10 +11,10 @@ test_gpu_speed_mlstm () {
cd benchmark/scripts/

SAMPLE_ARRAY=()
NUM_RUNS=5
NUM_RUNS=20

for (( i=1; i<=$NUM_RUNS; i++ )) do
runtime=$(get_runtime_of_command "python mlstm.py")
runtime=$(get_runtime_of_command "python mlstm.py --skip-cpu-governor-check")
echo $runtime
SAMPLE_ARRAY+=(${runtime})
done
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2 changes: 1 addition & 1 deletion .jenkins/perf_test/test_gpu_speed_mnist.sh
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Expand Up @@ -16,7 +16,7 @@ test_gpu_speed_mnist () {
python main.py --epochs 0

SAMPLE_ARRAY=()
NUM_RUNS=5
NUM_RUNS=20

for (( i=1; i<=$NUM_RUNS; i++ )) do
runtime=$(get_runtime_of_command "python main.py --epochs 1 --no-log")
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15 changes: 14 additions & 1 deletion .jenkins/perf_test/test_gpu_speed_word_language_model.sh
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Expand Up @@ -10,8 +10,21 @@ test_gpu_speed_word_language_model () {

cd examples/word_language_model

cd data/wikitext-2

# Reduce dataset size, so that we can have more runs per test
sed -n '1,200p' test.txt > test_tmp.txt
sed -n '1,1000p' train.txt > train_tmp.txt
sed -n '1,200p' valid.txt > valid_tmp.txt

mv test_tmp.txt test.txt
mv train_tmp.txt train.txt
mv valid_tmp.txt valid.txt

cd ../..

SAMPLE_ARRAY=()
NUM_RUNS=5
NUM_RUNS=20

for (( i=1; i<=$NUM_RUNS; i++ )) do
runtime=$(get_runtime_of_command "python main.py --cuda --epochs 1")
Expand Down