From 24920c32eb8b84efbf778e6ae29a5c99cdb36900 Mon Sep 17 00:00:00 2001 From: Luo Tao Date: Mon, 8 Jan 2018 14:50:09 +0800 Subject: [PATCH] update openblas benchmark when export OPENBLAS_MAIN_FREE=1 --- benchmark/IntelOptimizedPaddle.md | 20 ++++++++++---------- benchmark/paddle/image/run_openblas_infer.sh | 1 + 2 files changed, 11 insertions(+), 10 deletions(-) diff --git a/benchmark/IntelOptimizedPaddle.md b/benchmark/IntelOptimizedPaddle.md index 084d3237d9c..c5cb6430bc4 100644 --- a/benchmark/IntelOptimizedPaddle.md +++ b/benchmark/IntelOptimizedPaddle.md @@ -7,11 +7,11 @@ Machine: System: CentOS release 6.3 (Final), Docker 1.12.1. -PaddlePaddle: (TODO: will rerun after 0.11.0) -- paddlepaddle/paddle:latest (for MKLML and MKL-DNN) +PaddlePaddle: +- paddlepaddle/paddle:0.11.0 (for MKLML and MKL-DNN) - MKL-DNN tag v0.11 - MKLML 2018.0.1.20171007 -- paddlepaddle/paddle:latest-openblas (for OpenBLAS) +- paddlepaddle/paddle:0.11.0-openblas (for OpenBLAS) - OpenBLAS v0.2.20 On each machine, we will test and compare the performance of training on single node using MKL-DNN / MKLML / OpenBLAS respectively. @@ -56,11 +56,11 @@ Input image size - 3 * 224 * 224, Time: images/second -- Alexnet +- AlexNet | BatchSize | 64 | 128 | 256 | |--------------|--------| ------ | -------| -| OpenBLAS | 2.13 | 2.45 | 2.68 | +| OpenBLAS | 45.62 | 72.79 | 107.22 | | MKLML | 66.37 | 105.60 | 144.04 | | MKL-DNN | 399.00 | 498.94 | 626.53 | @@ -72,7 +72,7 @@ Test on batch size 1, 2, 4, 8, 16 on Intel(R) Xeon(R) Gold 6148 CPU @ 2.40GHz | BatchSize | 1 | 2 | 4 | 8 | 16 | |-----------|-------|-------|-------|-------|-------| -| OpenBLAS | 1.07 | 1.08 | 1.06 | 0.88 | 0.65 | +| OpenBLAS | 1.10 | 1.96 | 3.62 | 3.63 | 2.25 | | MKLML | 5.58 | 9.80 | 15.15 | 21.21 | 28.67 | | MKL-DNN | 75.07 | 88.64 | 82.58 | 92.29 | 96.75 | @@ -80,7 +80,7 @@ Test on batch size 1, 2, 4, 8, 16 on Intel(R) Xeon(R) Gold 6148 CPU @ 2.40GHz | BatchSize | 1 | 2 | 4 | 8 | 16 | |-----------|-------|--------|--------|--------|--------| -| OpenBLAS | 3.35 | 3.19 | 3.09 | 2.55 | 1.96 | +| OpenBLAS | 3.31 | 6.72 | 11.59 | 13.17 | 9.27 | | MKLML | 6.33 | 12.02 | 22.88 | 40.53 | 63.09 | | MKL-DNN | 107.83| 148.84 | 177.78 | 189.35 | 217.69 | @@ -89,15 +89,15 @@ Test on batch size 1, 2, 4, 8, 16 on Intel(R) Xeon(R) Gold 6148 CPU @ 2.40GHz | BatchSize | 1 | 2 | 4 | 8 | 16 | |-----------|--------|--------|--------|--------|--------| -| OpenBLAS | 12.04 | 11.31 | 10.00 | 9.07 | 4.34 | +| OpenBLAS | 12.06 | 23.56 | 34.48 | 36.45 | 23.12 | | MKLML | 22.74 | 41.56 | 81.22 | 133.47 | 210.53 | | MKL-DNN | 175.10 | 272.92 | 450.70 | 512.00 | 600.94 | -- Alexnet +- AlexNet | BatchSize | 1 | 2 | 4 | 8 | 16 | |-----------|--------|--------|--------|--------|--------| -| OpenBLAS | | | | | | +| OpenBLAS | 3.53 | 6.23 | 15.04 | 26.06 | 31.62 | | MKLML | 21.32 | 36.55 | 73.06 | 131.15 | 192.77 | | MKL-DNN | 442.91 | 656.41 | 719.10 | 847.68 | 850.51 | diff --git a/benchmark/paddle/image/run_openblas_infer.sh b/benchmark/paddle/image/run_openblas_infer.sh index 71a49231a55..a9a7b8a6671 100755 --- a/benchmark/paddle/image/run_openblas_infer.sh +++ b/benchmark/paddle/image/run_openblas_infer.sh @@ -8,6 +8,7 @@ function clock_to_seconds() { } function infer() { + export OPENBLAS_MAIN_FREE=1 topology=$1 layer_num=$2 bs=$3 -- GitLab