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yaoyao-liu committed Sep 16, 2019
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* [Installation](#installation)
* [Project Architecture](#project-architecture)
* [Running Experiments](#running-experiments)
* [Performance](#performance)


## Installation
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- `pre_step_size` The number of epochs to reduce the pre-train learning rate
- `pre_custom_weight_decay` Weight decay for the optimizer during pre-train

## Performance

| (%) | 𝑚𝑖𝑛𝑖 1-shot | 𝑚𝑖𝑛𝑖 5-shot | FC100 1-shot | FC100 5-shot | 𝒕𝒊𝒆𝒓𝒆𝒅 1-shot | 𝒕𝒊𝒆𝒓𝒆𝒅 5-shot |
| ---------------------- | ------------ | ------------ | ------------ | ------------ |------------ | ------------ |
| `MTL Paper` | `60.2 ± 1.8` | `74.3 ± 0.9` | `43.6 ± 1.8` | `55.4 ± 0.9` | <center>—</center> | <center>—</center> |
| `This Repo` | `62.1 ± 1.8` | `78.5 ± 0.9` | `45.3 ± 1.8` | `59.7 ± 1.0` | `67.8 ± 1.8` | `83.0 ± 1.0` |

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