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update QAT_mkldnn_int8_readme.md (#25291)
test=release/1.8, test=document_fix
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python/paddle/fluid/contrib/slim/tests/QAT_mkldnn_int8_readme.md

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@@ -162,14 +162,14 @@ Image classification models performance was measured using a single thread. The
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>**Intel(R) Xeon(R) Gold 6271**
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| Model | FP32 (images/s) | INT8 QAT (images/s) | Ratio (INT8/FP32) |
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| :----------: | :-------------: | :-----------------: | :---------------: |
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| MobileNet-V1 | 77.00 | 210.76 | 2.74 |
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| MobileNet-V2 | 88.43 | 182.47 | 2.06 |
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| ResNet101 | 7.20 | 25.88 | 3.60 |
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| ResNet50 | 13.26 | 47.44 | 3.58 |
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| VGG16 | 3.48 | 10.11 | 2.90 |
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| VGG19 | 2.83 | 8.77 | 3.10 |
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| Model | FP32 (images/s) | INT8 (images/s) | Ratio (INT8/FP32) |
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|:------------:|:---------------:|:---------------:|:-----------------:|
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| MobileNet-V1 | 74.76 | 221.80 | 2.97 |
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| MobileNet-V2 | 94.19 | 195.78 | 2.08 |
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| ResNet101 | 7.16 | 26.51 | 3.70 |
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| ResNet50 | 13.22 | 49.40 | 3.74 |
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| VGG16 | 3.51 | 10.25 | 2.92 |
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| VGG19 | 2.84 | 8.58 | 3.02 |
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>**Intel(R) Xeon(R) Gold 6148**
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@@ -204,7 +204,6 @@ Notes:
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#### Performance
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>**Intel(R) Xeon(R) Gold 6271**
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| Model | Threads | FP32 Latency (ms) | QAT INT8 Latency (ms) | Ratio (FP32/INT8) |

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