fix domainnet target issue (#118)

* update requirements.txt

* update docs

* add desc

* fix domainnet data target

* remove unnecessary comments

* update algo_config.py

---------

Co-authored-by: tremblerz <abhishek.s14@iiits.in>

src/configs/sys_config.py

@@ -265,17 +265,21 @@ def get_digit_five_support(num_users: int, domains: List[str] = DIGIT_FIVE):
     "seed": 1,
     "num_collaborators": NUM_COLLABORATORS,
     "load_existing": False,
+    "device_ids": get_device_ids(num_users=swarm_users, gpus_available=[1, 2]),
+    # "algo": get_algo_configs(num_users=swarm_users, algo_configs=default_config_list),  # type: ignore
+    "algos": get_algo_configs(
+        num_users=swarm_users,
+        algo_configs=default_config_list,
+    ),  # type: ignore
     "dump_dir": DUMP_DIR,
-    "device_ids": get_device_ids(num_users=swarm_users, gpus_available=[3, 4]),
-    "algo": get_algo_configs(num_users=swarm_users, algo_configs=default_config_list),  # type: ignore
     # Dataset params
     "dset": get_domainnet_support(
         swarm_users
     ),  # get_camelyon17_support(fedcentral_client), #get_domainnet_support(fedcentral_client),
     "dpath": domainnet_dpath,  # wilds_dpath,#domainnet_dpath,
     "train_label_distribution": "iid",  # Either "iid", "shard" "support",
     "test_label_distribution": "iid",  # Either "iid" "support",
-    "samples_per_user": 32,
+    "samples_per_user": 500,
     "test_samples_per_class": 100,
     "community_type": "dataset",
     "exp_keys": [],

src/data_loaders/domainnet.py

@@ -43,6 +43,7 @@ def __init__(self, data_paths, data_labels, transforms, domain_name, cache=False
         self.transforms = transforms
         self.domain_name = domain_name
         self.cached_data = []
+        self.targets = data_labels
 
         if cache:
             for idx, _ in enumerate(data_paths):