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Merge pull request #2 from mostafaelhoushi/patch-2
Fix layout of baseline accuracy in table
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README.md

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@@ -32,28 +32,28 @@ sh job_dynamic.sh #You can change model at line 5 and threshold at line 40
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## Results
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| `dataset` | `model` | `mthresh` | `mode` | Accuracy | FLOPS Reduction (%) |
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| ---------- | ------------- | ------------------------- | ----------- | -------- | ------------------- |
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| `cifar10` | `vgg16-bn` | Baseline Accuracy: 93.82% |
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| | | 0.92 | `joint` | 93.55% | 65% |
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| | | 0.92 | `decoupled` | 93.73% | 56% |
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| | | 0.85 | `decoupled` | 93.19% | 73% |
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| | | 0.88 | `joint` | 92.65% | 74% |
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| | `resnet56` | Baseline Accuracy: 93.66% |
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| | | 0.80 | `decoupled` | 92.63% | 66% |
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| | | 0.88 | `joint` | 92.28% | 54% |
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| | `mobilenetv1` | Baseline Accuracy: 90.89% |
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| | | 1.00 | `decoupled` | 91.06% | 78% |
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| | | 1.00 | `joint` | 91.21% | 78% |
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| `imagenet` | `resnet34` | Baseline Accuracy: 73.30% |
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| | | 0.97 | `decoupled` | 73.25% | 25.86% |
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| | | 0.95 | `decoupled` | 72.79% | 37.77% |
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| | | 0.93 | `decoupled` | 72.17% | 47.42% |
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| | | 0.92 | `decoupled` | 71.71% | 52.24% |
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| | `resnet18` | Baseline Accuracy: 69.76% |
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| | | 0.91 | `decoupled` | 67.49% | 51.56% |
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| | `mobilenetv1` | Baseline Accuracy: 69.57% |
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| | | 1.00 | `decoupled` | 69.66% | 41.07% |
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| `dataset` | `model` | `mthresh` | `mode` | Accuracy | FLOPS Reduction (%) |
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| ---------- | ------------- | ----------- | ----------- | -------- | ------------------- |
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| `cifar10` | `vgg16-bn` | | | 93.82% | Baseline |
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| | | 0.92 | `joint` | 93.55% | 65% |
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| | | 0.92 | `decoupled` | 93.73% | 56% |
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| | | 0.85 | `decoupled` | 93.19% | 73% |
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| | | 0.88 | `joint` | 92.65% | 74% |
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| | `resnet56` | | | 93.66% | Baseline |
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| | | 0.80 | `decoupled` | 92.63% | 66% |
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| | | 0.88 | `joint` | 92.28% | 54% |
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| | `mobilenetv1` | | | 90.89% | Baseline |
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| | | 1.00 | `decoupled` | 91.06% | 78% |
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| | | 1.00 | `joint` | 91.21% | 78% |
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| `imagenet` | `resnet34` | | | 73.30% | Baseline |
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| | | 0.97 | `decoupled` | 73.25% | 25.86% |
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| | | 0.95 | `decoupled` | 72.79% | 37.77% |
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| | | 0.93 | `decoupled` | 72.17% | 47.42% |
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| | | 0.92 | `decoupled` | 71.71% | 52.24% |
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| | `resnet18` | | | 69.76% | Baseline |
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| | | 0.91 | `decoupled` | 67.49% | 51.56% |
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| | `mobilenetv1` | | | 69.57% | Baseline |
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| | | 1.00 | `decoupled` | 69.66% | 41.07% |
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