Overview
| Name | Dataset | Description | Scene | Download | Remark |
|---|---|---|---|---|---|
| penntreebank_modeling | PennTreebank | See here | Horizontal FL | Click Here | - |
| wikitext2_modeling | WikiText2 | See here | Horizontal FL | Click Here |
Details
penntreebank_modeling
model
| Model Name | Non-Fed Performance | NumPara | Implementation |
|---|---|---|---|
| Transformer | - | - |
supported partitioner
| Name | IsDefault | Comments |
|---|---|---|
| IIDPartitioner | yes | |
| DiversityPartitioner | Partitioning according to label diversity | |
| DirichletPartitioner | Partitioning according to dir. distribution of labels |
wikitext2_modeling
-
model
| Model Name | Non-Fed Performance | NumPara | Implementation |
|---|---|---|---|
| Transformer | - | - |
supported partitioner
| Name | IsDefault | Comments |
|---|---|---|
| IIDPartitioner | yes | |
| DiversityPartitioner | Partitioning according to label diversity | |
| DirichletPartitioner | Partitioning according to dir. distribution of labels |