提交 672f70cc 编写于 作者: Z zchen0211

gan api

上级 583c94e4
...@@ -6,15 +6,25 @@ It contains several important machine learning concepts, including building and ...@@ -6,15 +6,25 @@ It contains several important machine learning concepts, including building and
In our GAN design, we wrap it as a user-friendly easily customized python API to design different models. We take the conditional DC-GAN as an example due to its good performance on image generation. In our GAN design, we wrap it as a user-friendly easily customized python API to design different models. We take the conditional DC-GAN as an example due to its good performance on image generation.
| important building blocks | People in Charge | | important building blocks | People in Charge | Required |
|---------------------------|-------------------| |---------------------------|-------------------|----------|
| convolution 2d (done) | Chengduo | | convolution 2d (done) | Chengduo | Y |
| deconv 2d (missing) | Zhuoyuan | | cudnn conv 2d (missing) | Chengduo | N |
| batch norm (missing) | Zhuoyuan, Jiayi | | deconv 2d (missing) | Zhuoyuan | Y |
| Dependency Engine (done) | Jiayi | | cudnn deconv 2d (missing) | Zhuoyuan | N |
| Executor (done) | Tony | | batch norm (missing) | Zhuoyuan, Jiayi | Y |
| Multi optimizer | ? | | cudnn batch norm (missing)| Zhuoyuan, Jiayi | N |
| Optimizer with any para | ? | | max-pooling (done) | ? | Y |
| fc (done) | ? | Y |
| softmax loss (done) | ? | Y |
| reshape op (done) | ? | Y |
| Dependency Engine (done) | Jiayi | Y * |
| Python API (done) | Jiayi | Y * |
| Executor (done) | Tony | Y * |
| Multi optimizer | ? | Y * |
| Optimizer with any para | ? | Y * |
| Concat op | ? | N (Cond) |
| Repmat op | ? | N (Cond) |
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