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Update README.md
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caoyue10 authored Jul 4, 2019
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## Main Results

**Results on R-50-FPN with backbone (fixBN)**

| Backbone | Model | Backbone Norm | Heads | Context | Lr schd | Mem (GB) | Train time (s/iter) | Inf time (fps) | box AP | mask AP | Download |
|:---------:|:----------------:|:-------------:|:----------------:|:--------------:|:-------:|:--------:|:-------------------:|:--------------:|:------:|:-------:|:--------:|
| R-50-FPN | Mask | fixBN | 2fc (w/o BN) | - | 1x | 3.9 | 0.453 | 10.6 | 37.3 | 34.2 | [model]()|
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| R-50-FPN | Mask | fixBN | 2fc (w/o BN) | GC(c3-c5, r4) | 2x | - | - | - | 40.0 | 36.2 | [model]()|

**Results on R-50-FPN with backbone (syncBN)**

| Backbone | Model | Backbone Norm | Heads | Context | Lr schd | Mem (GB) | Train time (s/iter) | Inf time (fps) | box AP | mask AP | Download |
|:---------:|:----------------:|:-------------:|:----------------:|:--------------:|:-------:|:--------:|:-------------------:|:--------------:|:------:|:-------:|:--------:|
| R-50-FPN | Mask | SyncBN | 2fc (w/o BN) | - | 1x | 3.9 | 0.543 | 10.2 | 37.2 | 33.8 | [model]()|
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| R-50-FPN | Mask | SyncBN | 4conv1fc (SyncBN) | GC(c3-c5, r4) | 1x | - | - | - | 41.4 | 37.0 | [model]()|

**Results on stronger backbones**

| Backbone | Model | Backbone Norm | Heads | Context | Lr schd | Mem (GB) | Train time (s/iter) | Inf time (fps) | box AP | mask AP | Download |
|:---------:|:----------------:|:-------------:|:----------------:|:--------------:|:-------:|:--------:|:-------------------:|:--------------:|:------:|:-------:|:--------:|
| R-101-FPN | Mask | fixBN | 2fc (w/o BN) | - | 1x | 5.8 | 0.571 | 9.5 | 39.4 | 35.9 | [model]()|
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