From 0fff183709f35c8b42e93cbb897bfae5e4f04115 Mon Sep 17 00:00:00 2001 From: lidanqing Date: Wed, 1 Jul 2020 12:15:53 +0200 Subject: [PATCH] update QAT_mkldnn_int8_readme.md (#25291) test=release/1.8, test=document_fix --- .../slim/tests/QAT_mkldnn_int8_readme.md | 17 ++++++++--------- 1 file changed, 8 insertions(+), 9 deletions(-) diff --git a/python/paddle/fluid/contrib/slim/tests/QAT_mkldnn_int8_readme.md b/python/paddle/fluid/contrib/slim/tests/QAT_mkldnn_int8_readme.md index 720511e8eb6..f1bad2cea5b 100644 --- a/python/paddle/fluid/contrib/slim/tests/QAT_mkldnn_int8_readme.md +++ b/python/paddle/fluid/contrib/slim/tests/QAT_mkldnn_int8_readme.md @@ -162,14 +162,14 @@ Image classification models performance was measured using a single thread. The >**Intel(R) Xeon(R) Gold 6271** -| Model | FP32 (images/s) | INT8 QAT (images/s) | Ratio (INT8/FP32) | -| :----------: | :-------------: | :-----------------: | :---------------: | -| MobileNet-V1 | 77.00 | 210.76 | 2.74 | -| MobileNet-V2 | 88.43 | 182.47 | 2.06 | -| ResNet101 | 7.20 | 25.88 | 3.60 | -| ResNet50 | 13.26 | 47.44 | 3.58 | -| VGG16 | 3.48 | 10.11 | 2.90 | -| VGG19 | 2.83 | 8.77 | 3.10 | +| Model | FP32 (images/s) | INT8 (images/s) | Ratio (INT8/FP32) | +|:------------:|:---------------:|:---------------:|:-----------------:| +| MobileNet-V1 | 74.76 | 221.80 | 2.97 | +| MobileNet-V2 | 94.19 | 195.78 | 2.08 | +| ResNet101 | 7.16 | 26.51 | 3.70 | +| ResNet50 | 13.22 | 49.40 | 3.74 | +| VGG16 | 3.51 | 10.25 | 2.92 | +| VGG19 | 2.84 | 8.58 | 3.02 | >**Intel(R) Xeon(R) Gold 6148** @@ -204,7 +204,6 @@ Notes: #### Performance - >**Intel(R) Xeon(R) Gold 6271** | Model | Threads | FP32 Latency (ms) | QAT INT8 Latency (ms) | Ratio (FP32/INT8) | -- GitLab