TL-System / plato

A federated learning framework to support scalable and reproducible research

TL-System/plato Issues

gradient_leakage_attacks - training
Closed 4 months ago
Query on Port
Updated 8 months ago
[BUG] no Report class
Closed 8 months ago
攻击代码实现
Closed 8 months ago1
FedNova
Closed 8 months ago1
[BUG] `consistent_clients` config not works in `sampler: mixed_label_quantity_noniid`
Updated 9 months ago1
Repeatedly running the example in ./examples are not guaranteed to give the same result every time.
Closed a year ago1
Port implementation
Closed a year ago
Issue about FedAsync
Closed a year ago3
[BUG] in HeteroFL, the accuracy of the global model does not change
Closed a year ago2
Query about reproducing the result of Port paper?
Closed a year ago1
[BUG]
Closed a year ago
[BUG] A Typo in KNOT Example
Closed a year ago
objective function
Closed a year ago
non iid data
Closed 2 years ago2
[BUG] No config.yml file found
Closed 2 years ago1
[RFC] Question about where to implement attack.
Closed 2 years ago
[RFC] Question about your implementation
Closed 2 years ago1
[RFC] Question about 3-layer FL
Closed 2 years ago1
[BUG] Ratio of stable parameters is always 0 in Adaptive Freezing
Closed 2 years ago2
[FR] More graceful handling of failed clients
Closed 2 years ago
[BUG] Split learning breaks with big partition size
Closed 2 years ago1
[FR] Allowing different torch multiprocessing sharing strategies
Closed 2 years ago1
[BUG]
Closed 2 years ago
[FR] A more effective support for the learning rate schedule
Closed 2 years ago1
[FR] The implementation of Resnet in Plato needs to be revised
Closed 2 years ago1
[RFC] In preparation for mobile clients
Closed 2 years ago3
[BUG] Differential privacy trainer breaks with Opacus 1.1.3
Closed 2 years ago3
[RFC] Configuration of attribute in FedAsync
Closed 2 years ago3
[BUG] Executing error in Fedasync
Closed 2 years ago
[BUG] `tests/config_tests.py` `tests/data_tests.py` and `tests/sampler_tests.py` failed due to missing configuration files
Closed 2 years ago1
[BUG] Asynchronous mode does not proceed in the initial round
Closed 2 years ago1
[BUG]The previous model weights are not loaded at the beginning of each round (for differential privacy).
Closed 2 years ago
[BUG] Opacus 1.1.2 could not work on ResNet-18 and VGG-16
Closed 2 years ago1
[BUG] Unable to define the custom model for client and server
Closed 2 years ago
[BUG] Opacus 1.1.2 ceased to work with the differential privacy support in Plato.
Closed 2 years ago4
[FR] Adjusting default values for configurations
Closed 2 years ago2
[BUG] cannot assign the custom trainer to Algorithm, Client, and Server simultaneously.
Closed 2 years ago
[BUG] IndexError when running examples/fei/fei.py
Closed 2 years ago2
[RFC] Multiple servers for keeping a large model.
Closed 2 years ago1
[RFC]Android Clients
Closed 2 years ago10
[FR] Local Differential Privacy Methods
Closed 2 years ago12
[FR] Model/Feature Compression via Distillation, Quantization and Deep Compression
Closed 2 years ago1
[BUG]
Closed 2 years ago2
[BUG] AttributeEror: fedavg_cs.Server has no 'do_edge_test'
Closed 2 years ago1
[BUG]TypeError related to 'DatsSource' object when running the split learning example
Closed 2 years ago
[BUG]
Closed 2 years ago1
[BUG] URLError when running adaptive freezing example with CIFAR10 ResNet18
Closed 3 years ago1
[RFC] Found no advantages in model fusion methods
Closed 3 years ago3
[BUG] Server's sampler cannot process received features from client side
Closed 3 years ago