def testNoStrategyEagerCpu(self):
strategy = distribution_strategy_utils.get_distribution_strategy(
distribution_strategy='off', num_gpus=0)
self._run(strategy, tf_function=False)
def testEagerCpu(self):
print('TF 2.0 enable:{}'.format(tf2.enabled()))
strategy = distribution_strategy_utils.get_distribution_strategy(
distribution_strategy='default', num_gpus=0)
self._run(strategy, tf_function=False)
def testNoStrategyCpu(self):
strategy = distribution_strategy_utils.get_distribution_strategy(
distribution_strategy='off', num_gpus=0)
self._run(strategy)
def benchmark_dqn_8_gpu_xla(self):
utils.set_session_config(enable_xla=True)
strategy = distribution_strategy_utils.get_distribution_strategy(
distribution_strategy='default', num_gpus=8)
self._run(strategy, batch_size=64 * 8)
def testCpu(self):
strategy = distribution_strategy_utils.get_distribution_strategy(
distribution_strategy='default', num_gpus=0)
self._run(strategy)
def benchmark_dqn_mirrored_1_gpu(self):
strategy = distribution_strategy_utils.get_distribution_strategy(
distribution_strategy='mirrored', num_gpus=1)
self._run(strategy)
def benchmark_dqn_eagerly_1_gpu(self):
strategy = distribution_strategy_utils.get_distribution_strategy(
distribution_strategy='default', num_gpus=1)
self._run(strategy, tf_function=False)
def benchmark_dqn_8_gpu(self):
strategy = distribution_strategy_utils.get_distribution_strategy(
distribution_strategy='default', num_gpus=8)
self._run(strategy, batch_size=64 * 8)
def benchmark_dqn_1_gpu(self):
strategy = distribution_strategy_utils.get_distribution_strategy(
distribution_strategy='default', num_gpus=1)
self._run(strategy)
def benchmark_dqn_no_dist_strat_1_gpu_xla(self):
utils.set_session_config(enable_xla=True)
strategy = distribution_strategy_utils.get_distribution_strategy(
distribution_strategy='off', num_gpus=1)
self._run(strategy)
def benchmark_dqn_no_dist_strat_1_gpu(self):
strategy = distribution_strategy_utils.get_distribution_strategy(
distribution_strategy='off', num_gpus=1)
self._run(strategy)
def benchmark_dqn_no_dist_strat_eagerly_cpu(self):
strategy = distribution_strategy_utils.get_distribution_strategy(
distribution_strategy='off', num_gpus=0)
self._run(strategy, tf_function=False)