def test_replay(self):
model = self.get_model(fast_test=self.fast_test)
optimizer = SGD(model.parameters(), lr=1e-3)
criterion = CrossEntropyLoss()
# SIT scenario
my_nc_scenario = self.load_scenario(fast_test=self.fast_test)
strategy = Replay(model,
optimizer,
criterion,
mem_size=10,
train_mb_size=64,
device=self.device,
eval_mb_size=50,
train_epochs=2)
self.run_strategy(my_nc_scenario, strategy)
# MT scenario
strategy = Replay(model,
optimizer,
criterion,
mem_size=10,
train_mb_size=64,
device=self.device,
eval_mb_size=50,
train_epochs=2)
scenario = self.load_scenario(fast_test=self.fast_test,
use_task_labels=True)
self.run_strategy(scenario, strategy)
def test_replay(self):
# SIT scenario
model, optimizer, criterion, my_nc_benchmark = self.init_sit()
strategy = Replay(
model,
optimizer,
criterion,
mem_size=10,
train_mb_size=64,
device=self.device,
eval_mb_size=50,
train_epochs=2,
)
self.run_strategy(my_nc_benchmark, strategy)
# MT scenario
strategy = Replay(
model,
optimizer,
criterion,
mem_size=10,
train_mb_size=64,
device=self.device,
eval_mb_size=50,
train_epochs=2,
)
benchmark = self.load_benchmark(use_task_labels=True)
self.run_strategy(benchmark, strategy)