From d1a05a0dd230b58ec3ae080fc24b996d653189c9 Mon Sep 17 00:00:00 2001 From: tanzhenyu Date: Thu, 8 Aug 2019 11:03:17 -0700 Subject: [PATCH] Baselines for Tensorflow 2.0. (#978) * Baselines for Tensorflow 2.0. Please do note that: 1. ACER, ACKTR, GAIL is still under development by external contributors. 2. HER is still under development by tanzheny@google.com. * Some cleanup. * Addressing some comments. --- README.md | 2 +- baselines/a2c/a2c.py | 159 ++- baselines/a2c/runner.py | 34 +- baselines/a2c/utils.py | 281 +----- baselines/acer/README.md | 6 - baselines/acer/__init__.py | 0 baselines/acer/acer.py | 377 ------- baselines/acer/buffer.py | 156 --- baselines/acer/defaults.py | 4 - baselines/acer/policies.py | 81 -- baselines/acer/runner.py | 61 -- baselines/acktr/README.md | 9 - baselines/acktr/__init__.py | 0 baselines/acktr/acktr.py | 158 --- baselines/acktr/defaults.py | 5 - baselines/acktr/kfac.py | 928 ------------------ baselines/acktr/kfac_utils.py | 86 -- baselines/acktr/utils.py | 28 - baselines/bench/__init__.py | 1 - baselines/bench/test_monitor.py | 31 - baselines/common/cmd_util.py | 37 +- baselines/common/distributions.py | 233 +---- baselines/common/input.py | 64 -- baselines/common/misc_util.py | 2 +- baselines/common/models.py | 234 +---- baselines/common/mpi_adam.py | 43 - baselines/common/mpi_adam_optimizer.py | 90 +- baselines/common/mpi_running_mean_std.py | 116 +-- baselines/common/mpi_util.py | 10 +- baselines/common/policies.py | 161 +-- baselines/common/running_mean_std.py | 156 --- baselines/common/test_mpi_util.py | 29 - baselines/common/tests/__init__.py | 2 - baselines/common/tests/envs/__init__.py | 0 .../common/tests/envs/fixed_sequence_env.py | 43 - baselines/common/tests/envs/identity_env.py | 90 -- .../common/tests/envs/identity_env_test.py | 36 - baselines/common/tests/envs/mnist_env.py | 71 -- baselines/common/tests/test_cartpole.py | 45 - baselines/common/tests/test_doc_examples.py | 48 - .../common/tests/test_env_after_learn.py | 27 - baselines/common/tests/test_fetchreach.py | 40 - baselines/common/tests/test_fixed_sequence.py | 52 - baselines/common/tests/test_identity.py | 76 -- baselines/common/tests/test_mnist.py | 49 - baselines/common/tests/test_plot_util.py | 17 - baselines/common/tests/test_schedules.py | 26 - baselines/common/tests/test_segment_tree.py | 103 -- baselines/common/tests/test_serialization.py | 139 --- baselines/common/tests/test_tf_util.py | 42 - baselines/common/tests/util.py | 92 -- baselines/common/tf_util.py | 292 +----- baselines/common/vec_env/shmem_vec_env.py | 2 - baselines/common/vec_env/util.py | 3 - baselines/common/vec_env/vec_env.py | 9 +- baselines/common/vec_env/vec_monitor.py | 22 +- baselines/common/vec_env/vec_normalize.py | 14 +- .../common/vec_env/vec_remove_dict_obs.py | 3 +- baselines/common/wrappers.py | 12 +- baselines/ddpg/ddpg.py | 28 +- baselines/ddpg/ddpg_learner.py | 435 ++++---- baselines/ddpg/models.py | 54 +- baselines/ddpg/test_smoke.py | 16 - baselines/deepq/__init__.py | 4 +- baselines/deepq/build_graph.py | 449 --------- baselines/deepq/deepq.py | 259 ++--- baselines/deepq/deepq_learner.py | 191 ++++ baselines/deepq/experiments/__init__.py | 0 .../deepq/experiments/custom_cartpole.py | 79 -- baselines/deepq/experiments/enjoy_cartpole.py | 21 - .../deepq/experiments/enjoy_mountaincar.py | 27 - baselines/deepq/experiments/enjoy_pong.py | 28 - baselines/deepq/experiments/train_cartpole.py | 30 - .../deepq/experiments/train_mountaincar.py | 26 - baselines/deepq/experiments/train_pong.py | 34 - baselines/deepq/models.py | 64 +- baselines/deepq/replay_buffer.py | 7 +- baselines/deepq/utils.py | 59 -- baselines/gail/README.md | 52 - baselines/gail/__init__.py | 0 baselines/gail/adversary.py | 87 -- baselines/gail/behavior_clone.py | 124 --- baselines/gail/dataset/__init__.py | 0 baselines/gail/dataset/mujoco_dset.py | 114 --- baselines/gail/gail-eval.py | 147 --- baselines/gail/mlp_policy.py | 75 -- ...heetah-normalized-deterministic-scores.png | Bin 33521 -> 0 bytes ...lfCheetah-normalized-stochastic-scores.png | Bin 42194 -> 0 bytes ...etah-unnormalized-deterministic-scores.png | Bin 43702 -> 0 bytes ...Cheetah-unnormalized-stochastic-scores.png | Bin 53154 -> 0 bytes ...Hopper-normalized-deterministic-scores.png | Bin 30425 -> 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...alker2d-unnormalized-stochastic-scores.png | Bin 47659 -> 0 bytes baselines/gail/result/gail-result.md | 53 - .../gail/result/halfcheetah-training.png | Bin 515676 -> 0 bytes baselines/gail/result/hopper-training.png | Bin 547002 -> 0 bytes baselines/gail/result/humanoid-training.png | Bin 551074 -> 0 bytes .../gail/result/humanoidstandup-training.png | Bin 700385 -> 0 bytes baselines/gail/result/walker2d-training.png | Bin 643940 -> 0 bytes baselines/gail/run_mujoco.py | 239 ----- baselines/gail/statistics.py | 45 - baselines/gail/trpo_mpi.py | 354 ------- baselines/her/actor_critic.py | 61 +- baselines/her/ddpg.py | 121 +-- baselines/her/her.py | 7 +- baselines/her/normalizer.py | 5 +- baselines/her/util.py | 23 +- baselines/logger.py | 11 +- baselines/ppo1/README.md | 9 - baselines/ppo1/__init__.py | 0 baselines/ppo1/cnn_policy.py | 56 -- baselines/ppo1/mlp_policy.py | 61 -- baselines/ppo1/pposgd_simple.py | 217 ---- baselines/ppo1/run_atari.py | 48 - baselines/ppo1/run_humanoid.py | 73 -- baselines/ppo1/run_mujoco.py | 29 - baselines/ppo1/run_robotics.py | 40 - baselines/ppo2/microbatched_model.py | 78 -- baselines/ppo2/model.py | 187 ++-- baselines/ppo2/ppo2.py | 58 +- baselines/ppo2/runner.py | 17 +- baselines/ppo2/test_microbatches.py | 35 - baselines/run.py | 23 +- baselines/trpo_mpi/trpo_mpi.py | 208 ++-- setup.py | 26 +- 138 files changed, 1216 insertions(+), 8215 deletions(-) delete mode 100644 baselines/acer/README.md delete mode 100644 baselines/acer/__init__.py delete mode 100644 baselines/acer/acer.py delete mode 100644 baselines/acer/buffer.py delete mode 100644 baselines/acer/defaults.py delete mode 100644 baselines/acer/policies.py delete mode 100644 baselines/acer/runner.py delete mode 100644 baselines/acktr/README.md delete mode 100644 baselines/acktr/__init__.py delete mode 100644 baselines/acktr/acktr.py delete mode 100644 baselines/acktr/defaults.py delete mode 100644 baselines/acktr/kfac.py delete mode 100644 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baselines/ppo1/mlp_policy.py delete mode 100644 baselines/ppo1/pposgd_simple.py delete mode 100644 baselines/ppo1/run_atari.py delete mode 100644 baselines/ppo1/run_humanoid.py delete mode 100644 baselines/ppo1/run_mujoco.py delete mode 100644 baselines/ppo1/run_robotics.py delete mode 100644 baselines/ppo2/microbatched_model.py delete mode 100644 baselines/ppo2/test_microbatches.py diff --git a/README.md b/README.md index 6a0b08d..932e822 100644 --- a/README.md +++ b/README.md @@ -150,7 +150,7 @@ respectively. Note that these results may be not on the latest version of the co To cite this repository in publications: @misc{baselines, - author = {Dhariwal, Prafulla and Hesse, Christopher and Klimov, Oleg and Nichol, Alex and Plappert, Matthias and Radford, Alec and Schulman, John and Sidor, Szymon and Wu, Yuhuai and Zhokhov, Peter}, + author = {Dhariwal, Prafulla and Hesse, Christopher and Klimov, Oleg and Nichol, Alex and Plappert, Matthias and Radford, Alec and Schulman, John and Sidor, Szymon and Tan, Zhenyu and Wu, Yuhuai and Zhokhov, Peter}, title = {OpenAI Baselines}, year = {2017}, publisher = {GitHub}, diff --git a/baselines/a2c/a2c.py b/baselines/a2c/a2c.py index 12d5769..dacadaf 100644 --- a/baselines/a2c/a2c.py +++ b/baselines/a2c/a2c.py @@ -1,22 +1,19 @@ import time -import functools import tensorflow as tf from baselines import logger from baselines.common import set_global_seeds, explained_variance -from baselines.common import tf_util -from baselines.common.policies import build_policy +from baselines.common.models import get_network_builder +from baselines.common.policies import PolicyWithValue - -from baselines.a2c.utils import Scheduler, find_trainable_variables +from baselines.a2c.utils import InverseLinearTimeDecay from baselines.a2c.runner import Runner from baselines.ppo2.ppo2 import safemean +import os.path as osp from collections import deque -from tensorflow import losses - -class Model(object): +class Model(tf.keras.Model): """ We use this class to : @@ -30,90 +27,42 @@ class Model(object): save/load(): - Save load the model """ - def __init__(self, policy, env, nsteps, + def __init__(self, *, ac_space, policy_network, nupdates, ent_coef=0.01, vf_coef=0.5, max_grad_norm=0.5, lr=7e-4, - alpha=0.99, epsilon=1e-5, total_timesteps=int(80e6), lrschedule='linear'): + alpha=0.99, epsilon=1e-5, total_timesteps=int(80e6)): - sess = tf_util.get_session() - nenvs = env.num_envs - nbatch = nenvs*nsteps + super(Model, self).__init__(name='A2CModel') + self.train_model = PolicyWithValue(ac_space, policy_network, value_network=None, estimate_q=False) + lr_schedule = InverseLinearTimeDecay(initial_learning_rate=lr, nupdates=nupdates) + self.optimizer = tf.keras.optimizers.RMSprop(learning_rate=lr_schedule, rho=alpha, epsilon=epsilon) + self.ent_coef = ent_coef + self.vf_coef = vf_coef + self.max_grad_norm = max_grad_norm + self.step = self.train_model.step + self.value = self.train_model.value + self.initial_state = self.train_model.initial_state - with tf.variable_scope('a2c_model', reuse=tf.AUTO_REUSE): - # step_model is used for sampling - step_model = policy(nenvs, 1, sess) + @tf.function + def train(self, obs, states, rewards, masks, actions, values): + advs = rewards - values + with tf.GradientTape() as tape: + policy_latent = self.train_model.policy_network(obs) + pd, _ = self.train_model.pdtype.pdfromlatent(policy_latent) + neglogpac = pd.neglogp(actions) + entropy = tf.reduce_mean(pd.entropy()) + vpred = self.train_model.value(obs) + vf_loss = tf.reduce_mean(tf.square(vpred - rewards)) + pg_loss = tf.reduce_mean(advs * neglogpac) + loss = pg_loss - entropy * self.ent_coef + vf_loss * self.vf_coef - # train_model is used to train our network - train_model = policy(nbatch, nsteps, sess) + var_list = tape.watched_variables() + grads = tape.gradient(loss, var_list) + grads, _ = tf.clip_by_global_norm(grads, self.max_grad_norm) + grads_and_vars = list(zip(grads, var_list)) + self.optimizer.apply_gradients(grads_and_vars) - A = tf.placeholder(train_model.action.dtype, train_model.action.shape) - ADV = tf.placeholder(tf.float32, [nbatch]) - R = tf.placeholder(tf.float32, [nbatch]) - LR = tf.placeholder(tf.float32, []) - - # Calculate the loss - # Total loss = Policy gradient loss - entropy * entropy coefficient + Value coefficient * value loss - - # Policy loss - neglogpac = train_model.pd.neglogp(A) - # L = A(s,a) * -logpi(a|s) - pg_loss = tf.reduce_mean(ADV * neglogpac) - - # Entropy is used to improve exploration by limiting the premature convergence to suboptimal policy. - entropy = tf.reduce_mean(train_model.pd.entropy()) - - # Value loss - vf_loss = losses.mean_squared_error(tf.squeeze(train_model.vf), R) - - loss = pg_loss - entropy*ent_coef + vf_loss * vf_coef - - # Update parameters using loss - # 1. Get the model parameters - params = find_trainable_variables("a2c_model") - - # 2. Calculate the gradients - grads = tf.gradients(loss, params) - if max_grad_norm is not None: - # Clip the gradients (normalize) - grads, grad_norm = tf.clip_by_global_norm(grads, max_grad_norm) - grads = list(zip(grads, params)) - # zip aggregate each gradient with parameters associated - # For instance zip(ABCD, xyza) => Ax, By, Cz, Da - - # 3. Make op for one policy and value update step of A2C - trainer = tf.train.RMSPropOptimizer(learning_rate=LR, decay=alpha, epsilon=epsilon) - - _train = trainer.apply_gradients(grads) - - lr = Scheduler(v=lr, nvalues=total_timesteps, schedule=lrschedule) - - def train(obs, states, rewards, masks, actions, values): - # Here we calculate advantage A(s,a) = R + yV(s') - V(s) - # rewards = R + yV(s') - advs = rewards - values - for step in range(len(obs)): - cur_lr = lr.value() - - td_map = {train_model.X:obs, A:actions, ADV:advs, R:rewards, LR:cur_lr} - if states is not None: - td_map[train_model.S] = states - td_map[train_model.M] = masks - policy_loss, value_loss, policy_entropy, _ = sess.run( - [pg_loss, vf_loss, entropy, _train], - td_map - ) - return policy_loss, value_loss, policy_entropy - - - self.train = train - self.train_model = train_model - self.step_model = step_model - self.step = step_model.step - self.value = step_model.value - self.initial_state = step_model.initial_state - self.save = functools.partial(tf_util.save_variables, sess=sess) - self.load = functools.partial(tf_util.load_variables, sess=sess) - tf.global_variables_initializer().run(session=sess) + return pg_loss, vf_loss, entropy def learn( @@ -185,31 +134,53 @@ def learn( set_global_seeds(seed) + total_timesteps = int(total_timesteps) + # Get the nb of env nenvs = env.num_envs - policy = build_policy(env, network, **network_kwargs) + + # Get state_space and action_space + ob_space = env.observation_space + ac_space = env.action_space + + if isinstance(network, str): + network_type = network + policy_network_fn = get_network_builder(network_type)(**network_kwargs) + policy_network = policy_network_fn(ob_space.shape) + + # Calculate the batch_size + nbatch = nenvs * nsteps + nupdates = total_timesteps // nbatch # Instantiate the model object (that creates step_model and train_model) - model = Model(policy=policy, env=env, nsteps=nsteps, ent_coef=ent_coef, vf_coef=vf_coef, - max_grad_norm=max_grad_norm, lr=lr, alpha=alpha, epsilon=epsilon, total_timesteps=total_timesteps, lrschedule=lrschedule) + model = Model(ac_space=ac_space, policy_network=policy_network, nupdates=nupdates, ent_coef=ent_coef, vf_coef=vf_coef, + max_grad_norm=max_grad_norm, lr=lr, alpha=alpha, epsilon=epsilon, total_timesteps=total_timesteps) + if load_path is not None: - model.load(load_path) + load_path = osp.expanduser(load_path) + ckpt = tf.train.Checkpoint(model=model) + manager = tf.train.CheckpointManager(ckpt, load_path, max_to_keep=None) + ckpt.restore(manager.latest_checkpoint) # Instantiate the runner object runner = Runner(env, model, nsteps=nsteps, gamma=gamma) epinfobuf = deque(maxlen=100) - # Calculate the batch_size - nbatch = nenvs*nsteps - # Start total timer tstart = time.time() - for update in range(1, total_timesteps//nbatch+1): + for update in range(1, nupdates+1): # Get mini batch of experiences obs, states, rewards, masks, actions, values, epinfos = runner.run() epinfobuf.extend(epinfos) + obs = tf.constant(obs) + if states is not None: + states = tf.constant(states) + rewards = tf.constant(rewards) + masks = tf.constant(masks) + actions = tf.constant(actions) + values = tf.constant(values) policy_loss, value_loss, policy_entropy = model.train(obs, states, rewards, masks, actions, values) nseconds = time.time()-tstart diff --git a/baselines/a2c/runner.py b/baselines/a2c/runner.py index c9d610a..68d1c78 100644 --- a/baselines/a2c/runner.py +++ b/baselines/a2c/runner.py @@ -1,3 +1,4 @@ +import tensorflow as tf import numpy as np from baselines.a2c.utils import discount_with_dones from baselines.common.runners import AbstractEnvRunner @@ -15,40 +16,37 @@ class Runner(AbstractEnvRunner): def __init__(self, env, model, nsteps=5, gamma=0.99): super().__init__(env=env, model=model, nsteps=nsteps) self.gamma = gamma - self.batch_action_shape = [x if x is not None else -1 for x in model.train_model.action.shape.as_list()] - self.ob_dtype = model.train_model.X.dtype.as_numpy_dtype def run(self): # We initialize the lists that will contain the mb of experiences mb_obs, mb_rewards, mb_actions, mb_values, mb_dones = [],[],[],[],[] mb_states = self.states epinfos = [] - for n in range(self.nsteps): + for _ in range(self.nsteps): # Given observations, take action and value (V(s)) # We already have self.obs because Runner superclass run self.obs[:] = env.reset() on init - actions, values, states, _ = self.model.step(self.obs, S=self.states, M=self.dones) - + obs = tf.constant(self.obs) + actions, values, self.states, _ = self.model.step(obs) + actions = actions._numpy() # Append the experiences - mb_obs.append(np.copy(self.obs)) + mb_obs.append(self.obs.copy()) mb_actions.append(actions) - mb_values.append(values) + mb_values.append(values._numpy()) mb_dones.append(self.dones) # Take actions in env and look the results - obs, rewards, dones, infos = self.env.step(actions) + self.obs[:], rewards, self.dones, infos = self.env.step(actions) for info in infos: maybeepinfo = info.get('episode') if maybeepinfo: epinfos.append(maybeepinfo) - self.states = states - self.dones = dones - self.obs = obs mb_rewards.append(rewards) + mb_dones.append(self.dones) # Batch of steps to batch of rollouts - mb_obs = np.asarray(mb_obs, dtype=self.ob_dtype).swapaxes(1, 0).reshape(self.batch_ob_shape) + mb_obs = sf01(np.asarray(mb_obs, dtype=self.obs.dtype)) mb_rewards = np.asarray(mb_rewards, dtype=np.float32).swapaxes(1, 0) - mb_actions = np.asarray(mb_actions, dtype=self.model.train_model.action.dtype.name).swapaxes(1, 0) + mb_actions = sf01(np.asarray(mb_actions, dtype=actions.dtype)) mb_values = np.asarray(mb_values, dtype=np.float32).swapaxes(1, 0) mb_dones = np.asarray(mb_dones, dtype=np.bool).swapaxes(1, 0) mb_masks = mb_dones[:, :-1] @@ -57,7 +55,7 @@ class Runner(AbstractEnvRunner): if self.gamma > 0.0: # Discount/bootstrap off value fn - last_values = self.model.value(self.obs, S=self.states, M=self.dones).tolist() + last_values = self.model.value(tf.constant(self.obs))._numpy().tolist() for n, (rewards, dones, value) in enumerate(zip(mb_rewards, mb_dones, last_values)): rewards = rewards.tolist() dones = dones.tolist() @@ -68,9 +66,15 @@ class Runner(AbstractEnvRunner): mb_rewards[n] = rewards - mb_actions = mb_actions.reshape(self.batch_action_shape) mb_rewards = mb_rewards.flatten() mb_values = mb_values.flatten() mb_masks = mb_masks.flatten() return mb_obs, mb_states, mb_rewards, mb_masks, mb_actions, mb_values, epinfos + +def sf01(arr): + """ + swap and then flatten axes 0 and 1 + """ + s = arr.shape + return arr.swapaxes(0, 1).reshape(s[0] * s[1], *s[2:]) diff --git a/baselines/a2c/utils.py b/baselines/a2c/utils.py index f38085b..c68de11 100644 --- a/baselines/a2c/utils.py +++ b/baselines/a2c/utils.py @@ -1,21 +1,5 @@ -import os import numpy as np import tensorflow as tf -from collections import deque - -def sample(logits): - noise = tf.random_uniform(tf.shape(logits)) - return tf.argmax(logits - tf.log(-tf.log(noise)), 1) - -def cat_entropy(logits): - a0 = logits - tf.reduce_max(logits, 1, keepdims=True) - ea0 = tf.exp(a0) - z0 = tf.reduce_sum(ea0, 1, keepdims=True) - p0 = ea0 / z0 - return tf.reduce_sum(p0 * (tf.log(z0) - a0), 1) - -def cat_entropy_softmax(p0): - return - tf.reduce_sum(p0 * tf.log(p0 + 1e-6), axis = 1) def ortho_init(scale=1.0): def _ortho_init(shape, dtype, partition_info=None): @@ -34,115 +18,18 @@ def ortho_init(scale=1.0): return (scale * q[:shape[0], :shape[1]]).astype(np.float32) return _ortho_init -def conv(x, scope, *, nf, rf, stride, pad='VALID', init_scale=1.0, data_format='NHWC', one_dim_bias=False): - if data_format == 'NHWC': - channel_ax = 3 - strides = [1, stride, stride, 1] - bshape = [1, 1, 1, nf] - elif data_format == 'NCHW': - channel_ax = 1 - strides = [1, 1, stride, stride] - bshape = [1, nf, 1, 1] - else: - raise NotImplementedError - bias_var_shape = [nf] if one_dim_bias else [1, nf, 1, 1] - nin = x.get_shape()[channel_ax].value - wshape = [rf, rf, nin, nf] - with tf.variable_scope(scope): - w = tf.get_variable("w", wshape, initializer=ortho_init(init_scale)) - b = tf.get_variable("b", bias_var_shape, initializer=tf.constant_initializer(0.0)) - if not one_dim_bias and data_format == 'NHWC': - b = tf.reshape(b, bshape) - return tf.nn.conv2d(x, w, strides=strides, padding=pad, data_format=data_format) + b +def conv(scope, *, nf, rf, stride, activation, pad='valid', init_scale=1.0, data_format='channels_last'): + with tf.name_scope(scope): + layer = tf.keras.layers.Conv2D(filters=nf, kernel_size=rf, strides=stride, padding=pad, + data_format=data_format, kernel_initializer=ortho_init(init_scale)) + return layer -def fc(x, scope, nh, *, init_scale=1.0, init_bias=0.0): - with tf.variable_scope(scope): - nin = x.get_shape()[1].value - w = tf.get_variable("w", [nin, nh], initializer=ortho_init(init_scale)) - b = tf.get_variable("b", [nh], initializer=tf.constant_initializer(init_bias)) - return tf.matmul(x, w)+b - -def batch_to_seq(h, nbatch, nsteps, flat=False): - if flat: - h = tf.reshape(h, [nbatch, nsteps]) - else: - h = tf.reshape(h, [nbatch, nsteps, -1]) - return [tf.squeeze(v, [1]) for v in tf.split(axis=1, num_or_size_splits=nsteps, value=h)] - -def seq_to_batch(h, flat = False): - shape = h[0].get_shape().as_list() - if not flat: - assert(len(shape) > 1) - nh = h[0].get_shape()[-1].value - return tf.reshape(tf.concat(axis=1, values=h), [-1, nh]) - else: - return tf.reshape(tf.stack(values=h, axis=1), [-1]) - -def lstm(xs, ms, s, scope, nh, init_scale=1.0): - nbatch, nin = [v.value for v in xs[0].get_shape()] - with tf.variable_scope(scope): - wx = tf.get_variable("wx", [nin, nh*4], initializer=ortho_init(init_scale)) - wh = tf.get_variable("wh", [nh, nh*4], initializer=ortho_init(init_scale)) - b = tf.get_variable("b", [nh*4], initializer=tf.constant_initializer(0.0)) - - c, h = tf.split(axis=1, num_or_size_splits=2, value=s) - for idx, (x, m) in enumerate(zip(xs, ms)): - c = c*(1-m) - h = h*(1-m) - z = tf.matmul(x, wx) + tf.matmul(h, wh) + b - i, f, o, u = tf.split(axis=1, num_or_size_splits=4, value=z) - i = tf.nn.sigmoid(i) - f = tf.nn.sigmoid(f) - o = tf.nn.sigmoid(o) - u = tf.tanh(u) - c = f*c + i*u - h = o*tf.tanh(c) - xs[idx] = h - s = tf.concat(axis=1, values=[c, h]) - return xs, s - -def _ln(x, g, b, e=1e-5, axes=[1]): - u, s = tf.nn.moments(x, axes=axes, keep_dims=True) - x = (x-u)/tf.sqrt(s+e) - x = x*g+b - return x - -def lnlstm(xs, ms, s, scope, nh, init_scale=1.0): - nbatch, nin = [v.value for v in xs[0].get_shape()] - with tf.variable_scope(scope): - wx = tf.get_variable("wx", [nin, nh*4], initializer=ortho_init(init_scale)) - gx = tf.get_variable("gx", [nh*4], initializer=tf.constant_initializer(1.0)) - bx = tf.get_variable("bx", [nh*4], initializer=tf.constant_initializer(0.0)) - - wh = tf.get_variable("wh", [nh, nh*4], initializer=ortho_init(init_scale)) - gh = tf.get_variable("gh", [nh*4], initializer=tf.constant_initializer(1.0)) - bh = tf.get_variable("bh", [nh*4], initializer=tf.constant_initializer(0.0)) - - b = tf.get_variable("b", [nh*4], initializer=tf.constant_initializer(0.0)) - - gc = tf.get_variable("gc", [nh], initializer=tf.constant_initializer(1.0)) - bc = tf.get_variable("bc", [nh], initializer=tf.constant_initializer(0.0)) - - c, h = tf.split(axis=1, num_or_size_splits=2, value=s) - for idx, (x, m) in enumerate(zip(xs, ms)): - c = c*(1-m) - h = h*(1-m) - z = _ln(tf.matmul(x, wx), gx, bx) + _ln(tf.matmul(h, wh), gh, bh) + b - i, f, o, u = tf.split(axis=1, num_or_size_splits=4, value=z) - i = tf.nn.sigmoid(i) - f = tf.nn.sigmoid(f) - o = tf.nn.sigmoid(o) - u = tf.tanh(u) - c = f*c + i*u - h = o*tf.tanh(_ln(c, gc, bc)) - xs[idx] = h - s = tf.concat(axis=1, values=[c, h]) - return xs, s - -def conv_to_fc(x): - nh = np.prod([v.value for v in x.get_shape()[1:]]) - x = tf.reshape(x, [-1, nh]) - return x +def fc(input_shape, scope, nh, *, init_scale=1.0, init_bias=0.0): + with tf.name_scope(scope): + layer = tf.keras.layers.Dense(units=nh, kernel_initializer=ortho_init(init_scale), + bias_initializer=tf.keras.initializers.Constant(init_bias)) + layer.build(input_shape) + return layer def discount_with_dones(rewards, dones, gamma): discounted = [] @@ -152,131 +39,25 @@ def discount_with_dones(rewards, dones, gamma): discounted.append(r) return discounted[::-1] -def find_trainable_variables(key): - return tf.trainable_variables(key) +class InverseLinearTimeDecay(tf.keras.optimizers.schedules.LearningRateSchedule): + def __init__(self, initial_learning_rate, nupdates, name="InverseLinearTimeDecay"): + super(InverseLinearTimeDecay, self).__init__() + self.initial_learning_rate = initial_learning_rate + self.nupdates = nupdates + self.name = name -def make_path(f): - return os.makedirs(f, exist_ok=True) + def __call__(self, step): + with tf.name_scope(self.name): + initial_learning_rate = tf.convert_to_tensor(self.initial_learning_rate, name="initial_learning_rate") + dtype = initial_learning_rate.dtype + step_t = tf.cast(step, dtype) + nupdates_t = tf.convert_to_tensor(self.nupdates, dtype=dtype) + tf.assert_less(step_t, nupdates_t) + return initial_learning_rate * (1. - step_t / nupdates_t) -def constant(p): - return 1 - -def linear(p): - return 1-p - -def middle_drop(p): - eps = 0.75 - if 1-p [0..1] that takes fraction of the training progress as input and - returns fraction of the learning rate (specified as lr) as output - - rprop_epsilon: float, RMSProp epsilon (stabilizes square root computation in denominator of RMSProp update) (default: 1e-5) - - rprop_alpha: float, RMSProp decay parameter (default: 0.99) - - gamma: float, reward discounting factor (default: 0.99) - - log_interval: int, number of updates between logging events (default: 100) - - buffer_size: int, size of the replay buffer (default: 50k) - - replay_ratio: int, now many (on average) batches of data to sample from the replay buffer take after batch from the environment (default: 4) - - replay_start: int, the sampling from the replay buffer does not start until replay buffer has at least that many samples (default: 10k) - - c: float, importance weight clipping factor (default: 10) - - trust_region bool, whether or not algorithms estimates the gradient KL divergence between the old and updated policy and uses it to determine step size (default: True) - - delta: float, max KL divergence between the old policy and updated policy (default: 1) - - alpha: float, momentum factor in the Polyak (exponential moving average) averaging of the model parameters (default: 0.99) - - load_path: str, path to load the model from (default: None) - - **network_kwargs: keyword arguments to the policy / network builder. See baselines.common/policies.py/build_policy and arguments to a particular type of network - For instance, 'mlp' network architecture has arguments num_hidden and num_layers. - - ''' - - print("Running Acer Simple") - print(locals()) - set_global_seeds(seed) - if not isinstance(env, VecFrameStack): - env = VecFrameStack(env, 1) - - policy = build_policy(env, network, estimate_q=True, **network_kwargs) - nenvs = env.num_envs - ob_space = env.observation_space - ac_space = env.action_space - - nstack = env.nstack - model = Model(policy=policy, ob_space=ob_space, ac_space=ac_space, nenvs=nenvs, nsteps=nsteps, - ent_coef=ent_coef, q_coef=q_coef, gamma=gamma, - max_grad_norm=max_grad_norm, lr=lr, rprop_alpha=rprop_alpha, rprop_epsilon=rprop_epsilon, - total_timesteps=total_timesteps, lrschedule=lrschedule, c=c, - trust_region=trust_region, alpha=alpha, delta=delta) - - runner = Runner(env=env, model=model, nsteps=nsteps) - if replay_ratio > 0: - buffer = Buffer(env=env, nsteps=nsteps, size=buffer_size) - else: - buffer = None - nbatch = nenvs*nsteps - acer = Acer(runner, model, buffer, log_interval) - acer.tstart = time.time() - - for acer.steps in range(0, total_timesteps, nbatch): #nbatch samples, 1 on_policy call and multiple off-policy calls - acer.call(on_policy=True) - if replay_ratio > 0 and buffer.has_atleast(replay_start): - n = np.random.poisson(replay_ratio) - for _ in range(n): - acer.call(on_policy=False) # no simulation steps in this - - return model diff --git a/baselines/acer/buffer.py b/baselines/acer/buffer.py deleted file mode 100644 index 000592c..0000000 --- a/baselines/acer/buffer.py +++ /dev/null @@ -1,156 +0,0 @@ -import numpy as np - -class Buffer(object): - # gets obs, actions, rewards, mu's, (states, masks), dones - def __init__(self, env, nsteps, size=50000): - self.nenv = env.num_envs - self.nsteps = nsteps - # self.nh, self.nw, self.nc = env.observation_space.shape - self.obs_shape = env.observation_space.shape - self.obs_dtype = env.observation_space.dtype - self.ac_dtype = env.action_space.dtype - self.nc = self.obs_shape[-1] - self.nstack = env.nstack - self.nc //= self.nstack - self.nbatch = self.nenv * self.nsteps - self.size = size // (self.nsteps) # Each loc contains nenv * nsteps frames, thus total buffer is nenv * size frames - - # Memory - self.enc_obs = None - self.actions = None - self.rewards = None - self.mus = None - self.dones = None - self.masks = None - - # Size indexes - self.next_idx = 0 - self.num_in_buffer = 0 - - def has_atleast(self, frames): - # Frames per env, so total (nenv * frames) Frames needed - # Each buffer loc has nenv * nsteps frames - return self.num_in_buffer >= (frames // self.nsteps) - - def can_sample(self): - return self.num_in_buffer > 0 - - # Generate stacked frames - def decode(self, enc_obs, dones): - # enc_obs has shape [nenvs, nsteps + nstack, nh, nw, nc] - # dones has shape [nenvs, nsteps] - # returns stacked obs of shape [nenv, (nsteps + 1), nh, nw, nstack*nc] - - return _stack_obs(enc_obs, dones, - nsteps=self.nsteps) - - def put(self, enc_obs, actions, rewards, mus, dones, masks): - # enc_obs [nenv, (nsteps + nstack), nh, nw, nc] - # actions, rewards, dones [nenv, nsteps] - # mus [nenv, nsteps, nact] - - if self.enc_obs is None: - self.enc_obs = np.empty([self.size] + list(enc_obs.shape), dtype=self.obs_dtype) - self.actions = np.empty([self.size] + list(actions.shape), dtype=self.ac_dtype) - self.rewards = np.empty([self.size] + list(rewards.shape), dtype=np.float32) - self.mus = np.empty([self.size] + list(mus.shape), dtype=np.float32) - self.dones = np.empty([self.size] + list(dones.shape), dtype=np.bool) - self.masks = np.empty([self.size] + list(masks.shape), dtype=np.bool) - - self.enc_obs[self.next_idx] = enc_obs - self.actions[self.next_idx] = actions - self.rewards[self.next_idx] = rewards - self.mus[self.next_idx] = mus - self.dones[self.next_idx] = dones - self.masks[self.next_idx] = masks - - self.next_idx = (self.next_idx + 1) % self.size - self.num_in_buffer = min(self.size, self.num_in_buffer + 1) - - def take(self, x, idx, envx): - nenv = self.nenv - out = np.empty([nenv] + list(x.shape[2:]), dtype=x.dtype) - for i in range(nenv): - out[i] = x[idx[i], envx[i]] - return out - - def get(self): - # returns - # obs [nenv, (nsteps + 1), nh, nw, nstack*nc] - # actions, rewards, dones [nenv, nsteps] - # mus [nenv, nsteps, nact] - nenv = self.nenv - assert self.can_sample() - - # Sample exactly one id per env. If you sample across envs, then higher correlation in samples from same env. - idx = np.random.randint(0, self.num_in_buffer, nenv) - envx = np.arange(nenv) - - take = lambda x: self.take(x, idx, envx) # for i in range(nenv)], axis = 0) - dones = take(self.dones) - enc_obs = take(self.enc_obs) - obs = self.decode(enc_obs, dones) - actions = take(self.actions) - rewards = take(self.rewards) - mus = take(self.mus) - masks = take(self.masks) - return obs, actions, rewards, mus, dones, masks - - - -def _stack_obs_ref(enc_obs, dones, nsteps): - nenv = enc_obs.shape[0] - nstack = enc_obs.shape[1] - nsteps - nh, nw, nc = enc_obs.shape[2:] - obs_dtype = enc_obs.dtype - obs_shape = (nh, nw, nc*nstack) - - mask = np.empty([nsteps + nstack - 1, nenv, 1, 1, 1], dtype=np.float32) - obs = np.zeros([nstack, nsteps + nstack, nenv, nh, nw, nc], dtype=obs_dtype) - x = np.reshape(enc_obs, [nenv, nsteps + nstack, nh, nw, nc]).swapaxes(1, 0) # [nsteps + nstack, nenv, nh, nw, nc] - - mask[nstack-1:] = np.reshape(1.0 - dones, [nenv, nsteps, 1, 1, 1]).swapaxes(1, 0) # keep - mask[:nstack-1] = 1.0 - - # y = np.reshape(1 - dones, [nenvs, nsteps, 1, 1, 1]) - for i in range(nstack): - obs[-(i + 1), i:] = x - # obs[:,i:,:,:,-(i+1),:] = x - x = x[:-1] * mask - mask = mask[1:] - - return np.reshape(obs[:, (nstack-1):].transpose((2, 1, 3, 4, 0, 5)), (nenv, (nsteps + 1)) + obs_shape) - -def _stack_obs(enc_obs, dones, nsteps): - nenv = enc_obs.shape[0] - nstack = enc_obs.shape[1] - nsteps - nc = enc_obs.shape[-1] - - obs_ = np.zeros((nenv, nsteps + 1) + enc_obs.shape[2:-1] + (enc_obs.shape[-1] * nstack, ), dtype=enc_obs.dtype) - mask = np.ones((nenv, nsteps+1), dtype=enc_obs.dtype) - mask[:, 1:] = 1.0 - dones - mask = mask.reshape(mask.shape + tuple(np.ones(len(enc_obs.shape)-2, dtype=np.uint8))) - - for i in range(nstack-1, -1, -1): - obs_[..., i * nc : (i + 1) * nc] = enc_obs[:, i : i + nsteps + 1, :] - if i < nstack-1: - obs_[..., i * nc : (i + 1) * nc] *= mask - mask[:, 1:, ...] *= mask[:, :-1, ...] - - return obs_ - -def test_stack_obs(): - nstack = 7 - nenv = 1 - nsteps = 5 - - obs_shape = (2, 3, nstack) - - enc_obs_shape = (nenv, nsteps + nstack) + obs_shape[:-1] + (1,) - enc_obs = np.random.random(enc_obs_shape) - dones = np.random.randint(low=0, high=2, size=(nenv, nsteps)) - - stacked_obs_ref = _stack_obs_ref(enc_obs, dones, nsteps=nsteps) - stacked_obs_test = _stack_obs(enc_obs, dones, nsteps=nsteps) - - np.testing.assert_allclose(stacked_obs_ref, stacked_obs_test) diff --git a/baselines/acer/defaults.py b/baselines/acer/defaults.py deleted file mode 100644 index 0334bae..0000000 --- a/baselines/acer/defaults.py +++ /dev/null @@ -1,4 +0,0 @@ -def atari(): - return dict( - lrschedule='constant' - ) diff --git a/baselines/acer/policies.py b/baselines/acer/policies.py deleted file mode 100644 index 6dad6f3..0000000 --- a/baselines/acer/policies.py +++ /dev/null @@ -1,81 +0,0 @@ -import numpy as np -import tensorflow as tf -from baselines.common.policies import nature_cnn -from baselines.a2c.utils import fc, batch_to_seq, seq_to_batch, lstm, sample - - -class AcerCnnPolicy(object): - - def __init__(self, sess, ob_space, ac_space, nenv, nsteps, nstack, reuse=False): - nbatch = nenv * nsteps - nh, nw, nc = ob_space.shape - ob_shape = (nbatch, nh, nw, nc * nstack) - nact = ac_space.n - X = tf.placeholder(tf.uint8, ob_shape) # obs - with tf.variable_scope("model", reuse=reuse): - h = nature_cnn(X) - pi_logits = fc(h, 'pi', nact, init_scale=0.01) - pi = tf.nn.softmax(pi_logits) - q = fc(h, 'q', nact) - - a = sample(tf.nn.softmax(pi_logits)) # could change this to use self.pi instead - self.initial_state = [] # not stateful - self.X = X - self.pi = pi # actual policy params now - self.pi_logits = pi_logits - self.q = q - self.vf = q - - def step(ob, *args, **kwargs): - # returns actions, mus, states - a0, pi0 = sess.run([a, pi], {X: ob}) - return a0, pi0, [] # dummy state - - def out(ob, *args, **kwargs): - pi0, q0 = sess.run([pi, q], {X: ob}) - return pi0, q0 - - def act(ob, *args, **kwargs): - return sess.run(a, {X: ob}) - - self.step = step - self.out = out - self.act = act - -class AcerLstmPolicy(object): - - def __init__(self, sess, ob_space, ac_space, nenv, nsteps, nstack, reuse=False, nlstm=256): - nbatch = nenv * nsteps - nh, nw, nc = ob_space.shape - ob_shape = (nbatch, nh, nw, nc * nstack) - nact = ac_space.n - X = tf.placeholder(tf.uint8, ob_shape) # obs - M = tf.placeholder(tf.float32, [nbatch]) #mask (done t-1) - S = tf.placeholder(tf.float32, [nenv, nlstm*2]) #states - with tf.variable_scope("model", reuse=reuse): - h = nature_cnn(X) - - # lstm - xs = batch_to_seq(h, nenv, nsteps) - ms = batch_to_seq(M, nenv, nsteps) - h5, snew = lstm(xs, ms, S, 'lstm1', nh=nlstm) - h5 = seq_to_batch(h5) - - pi_logits = fc(h5, 'pi', nact, init_scale=0.01) - pi = tf.nn.softmax(pi_logits) - q = fc(h5, 'q', nact) - - a = sample(pi_logits) # could change this to use self.pi instead - self.initial_state = np.zeros((nenv, nlstm*2), dtype=np.float32) - self.X = X - self.M = M - self.S = S - self.pi = pi # actual policy params now - self.q = q - - def step(ob, state, mask, *args, **kwargs): - # returns actions, mus, states - a0, pi0, s = sess.run([a, pi, snew], {X: ob, S: state, M: mask}) - return a0, pi0, s - - self.step = step diff --git a/baselines/acer/runner.py b/baselines/acer/runner.py deleted file mode 100644 index afd19ce..0000000 --- a/baselines/acer/runner.py +++ /dev/null @@ -1,61 +0,0 @@ -import numpy as np -from baselines.common.runners import AbstractEnvRunner -from baselines.common.vec_env.vec_frame_stack import VecFrameStack -from gym import spaces - - -class Runner(AbstractEnvRunner): - - def __init__(self, env, model, nsteps): - super().__init__(env=env, model=model, nsteps=nsteps) - assert isinstance(env.action_space, spaces.Discrete), 'This ACER implementation works only with discrete action spaces!' - assert isinstance(env, VecFrameStack) - - self.nact = env.action_space.n - nenv = self.nenv - self.nbatch = nenv * nsteps - self.batch_ob_shape = (nenv*(nsteps+1),) + env.observation_space.shape - - self.obs = env.reset() - self.obs_dtype = env.observation_space.dtype - self.ac_dtype = env.action_space.dtype - self.nstack = self.env.nstack - self.nc = self.batch_ob_shape[-1] // self.nstack - - - def run(self): - # enc_obs = np.split(self.obs, self.nstack, axis=3) # so now list of obs steps - enc_obs = np.split(self.env.stackedobs, self.env.nstack, axis=-1) - mb_obs, mb_actions, mb_mus, mb_dones, mb_rewards = [], [], [], [], [] - for _ in range(self.nsteps): - actions, mus, states = self.model._step(self.obs, S=self.states, M=self.dones) - mb_obs.append(np.copy(self.obs)) - mb_actions.append(actions) - mb_mus.append(mus) - mb_dones.append(self.dones) - obs, rewards, dones, _ = self.env.step(actions) - # states information for statefull models like LSTM - self.states = states - self.dones = dones - self.obs = obs - mb_rewards.append(rewards) - enc_obs.append(obs[..., -self.nc:]) - mb_obs.append(np.copy(self.obs)) - mb_dones.append(self.dones) - - enc_obs = np.asarray(enc_obs, dtype=self.obs_dtype).swapaxes(1, 0) - mb_obs = np.asarray(mb_obs, dtype=self.obs_dtype).swapaxes(1, 0) - mb_actions = np.asarray(mb_actions, dtype=self.ac_dtype).swapaxes(1, 0) - mb_rewards = np.asarray(mb_rewards, dtype=np.float32).swapaxes(1, 0) - mb_mus = np.asarray(mb_mus, dtype=np.float32).swapaxes(1, 0) - - mb_dones = np.asarray(mb_dones, dtype=np.bool).swapaxes(1, 0) - - mb_masks = mb_dones # Used for statefull models like LSTM's to mask state when done - mb_dones = mb_dones[:, 1:] # Used for calculating returns. The dones array is now aligned with rewards - - # shapes are now [nenv, nsteps, []] - # When pulling from buffer, arrays will now be reshaped in place, preventing a deep copy. - - return enc_obs, mb_obs, mb_actions, mb_rewards, mb_mus, mb_dones, mb_masks - diff --git a/baselines/acktr/README.md b/baselines/acktr/README.md deleted file mode 100644 index 99f50f2..0000000 --- a/baselines/acktr/README.md +++ /dev/null @@ -1,9 +0,0 @@ -# ACKTR - -- Original paper: https://arxiv.org/abs/1708.05144 -- Baselines blog post: https://blog.openai.com/baselines-acktr-a2c/ -- `python -m baselines.run --alg=acktr --env=PongNoFrameskip-v4` runs the algorithm for 40M frames = 10M timesteps on an Atari Pong. See help (`-h`) for more options. -- also refer to the repo-wide [README.md](../../README.md#training-models) - -## ACKTR with continuous action spaces -The code of ACKTR has been refactored to handle both discrete and continuous action spaces uniformly. In the original version, discrete and continuous action spaces were handled by different code (actkr_disc.py and acktr_cont.py) with little overlap. If interested in the original version of the acktr for continuous action spaces, use `old_acktr_cont` branch. Note that original code performs better on the mujoco tasks than the refactored version; we are still investigating why. diff --git a/baselines/acktr/__init__.py b/baselines/acktr/__init__.py deleted file mode 100644 index e69de29..0000000 diff --git a/baselines/acktr/acktr.py b/baselines/acktr/acktr.py deleted file mode 100644 index 69011e6..0000000 --- a/baselines/acktr/acktr.py +++ /dev/null @@ -1,158 +0,0 @@ -import os.path as osp -import time -import functools -import tensorflow as tf -from baselines import logger - -from baselines.common import set_global_seeds, explained_variance -from baselines.common.policies import build_policy -from baselines.common.tf_util import get_session, save_variables, load_variables - -from baselines.a2c.runner import Runner -from baselines.a2c.utils import Scheduler, find_trainable_variables -from baselines.acktr import kfac -from baselines.ppo2.ppo2 import safemean -from collections import deque - - -class Model(object): - - def __init__(self, policy, ob_space, ac_space, nenvs,total_timesteps, nprocs=32, nsteps=20, - ent_coef=0.01, vf_coef=0.5, vf_fisher_coef=1.0, lr=0.25, max_grad_norm=0.5, - kfac_clip=0.001, lrschedule='linear', is_async=True): - - self.sess = sess = get_session() - nbatch = nenvs * nsteps - with tf.variable_scope('acktr_model', reuse=tf.AUTO_REUSE): - self.model = step_model = policy(nenvs, 1, sess=sess) - self.model2 = train_model = policy(nenvs*nsteps, nsteps, sess=sess) - - A = train_model.pdtype.sample_placeholder([None]) - ADV = tf.placeholder(tf.float32, [nbatch]) - R = tf.placeholder(tf.float32, [nbatch]) - PG_LR = tf.placeholder(tf.float32, []) - VF_LR = tf.placeholder(tf.float32, []) - - neglogpac = train_model.pd.neglogp(A) - self.logits = train_model.pi - - ##training loss - pg_loss = tf.reduce_mean(ADV*neglogpac) - entropy = tf.reduce_mean(train_model.pd.entropy()) - pg_loss = pg_loss - ent_coef * entropy - vf_loss = tf.losses.mean_squared_error(tf.squeeze(train_model.vf), R) - train_loss = pg_loss + vf_coef * vf_loss - - - ##Fisher loss construction - self.pg_fisher = pg_fisher_loss = -tf.reduce_mean(neglogpac) - sample_net = train_model.vf + tf.random_normal(tf.shape(train_model.vf)) - self.vf_fisher = vf_fisher_loss = - vf_fisher_coef*tf.reduce_mean(tf.pow(train_model.vf - tf.stop_gradient(sample_net), 2)) - self.joint_fisher = joint_fisher_loss = pg_fisher_loss + vf_fisher_loss - - self.params=params = find_trainable_variables("acktr_model") - - self.grads_check = grads = tf.gradients(train_loss,params) - - with tf.device('/gpu:0'): - self.optim = optim = kfac.KfacOptimizer(learning_rate=PG_LR, clip_kl=kfac_clip,\ - momentum=0.9, kfac_update=1, epsilon=0.01,\ - stats_decay=0.99, is_async=is_async, cold_iter=10, max_grad_norm=max_grad_norm) - - # update_stats_op = optim.compute_and_apply_stats(joint_fisher_loss, var_list=params) - optim.compute_and_apply_stats(joint_fisher_loss, var_list=params) - train_op, q_runner = optim.apply_gradients(list(zip(grads,params))) - self.q_runner = q_runner - self.lr = Scheduler(v=lr, nvalues=total_timesteps, schedule=lrschedule) - - def train(obs, states, rewards, masks, actions, values): - advs = rewards - values - for step in range(len(obs)): - cur_lr = self.lr.value() - - td_map = {train_model.X:obs, A:actions, ADV:advs, R:rewards, PG_LR:cur_lr, VF_LR:cur_lr} - if states is not None: - td_map[train_model.S] = states - td_map[train_model.M] = masks - - policy_loss, value_loss, policy_entropy, _ = sess.run( - [pg_loss, vf_loss, entropy, train_op], - td_map - ) - return policy_loss, value_loss, policy_entropy - - - self.train = train - self.save = functools.partial(save_variables, sess=sess) - self.load = functools.partial(load_variables, sess=sess) - self.train_model = train_model - self.step_model = step_model - self.step = step_model.step - self.value = step_model.value - self.initial_state = step_model.initial_state - tf.global_variables_initializer().run(session=sess) - -def learn(network, env, seed, total_timesteps=int(40e6), gamma=0.99, log_interval=100, nprocs=32, nsteps=20, - ent_coef=0.01, vf_coef=0.5, vf_fisher_coef=1.0, lr=0.25, max_grad_norm=0.5, - kfac_clip=0.001, save_interval=None, lrschedule='linear', load_path=None, is_async=True, **network_kwargs): - set_global_seeds(seed) - - - if network == 'cnn': - network_kwargs['one_dim_bias'] = True - - policy = build_policy(env, network, **network_kwargs) - - nenvs = env.num_envs - ob_space = env.observation_space - ac_space = env.action_space - make_model = lambda : Model(policy, ob_space, ac_space, nenvs, total_timesteps, nprocs=nprocs, nsteps - =nsteps, ent_coef=ent_coef, vf_coef=vf_coef, vf_fisher_coef= - vf_fisher_coef, lr=lr, max_grad_norm=max_grad_norm, kfac_clip=kfac_clip, - lrschedule=lrschedule, is_async=is_async) - if save_interval and logger.get_dir(): - import cloudpickle - with open(osp.join(logger.get_dir(), 'make_model.pkl'), 'wb') as fh: - fh.write(cloudpickle.dumps(make_model)) - model = make_model() - - if load_path is not None: - model.load(load_path) - - runner = Runner(env, model, nsteps=nsteps, gamma=gamma) - epinfobuf = deque(maxlen=100) - nbatch = nenvs*nsteps - tstart = time.time() - coord = tf.train.Coordinator() - if is_async: - enqueue_threads = model.q_runner.create_threads(model.sess, coord=coord, start=True) - else: - enqueue_threads = [] - - for update in range(1, total_timesteps//nbatch+1): - obs, states, rewards, masks, actions, values, epinfos = runner.run() - epinfobuf.extend(epinfos) - policy_loss, value_loss, policy_entropy = model.train(obs, states, rewards, masks, actions, values) - model.old_obs = obs - nseconds = time.time()-tstart - fps = int((update*nbatch)/nseconds) - if update % log_interval == 0 or update == 1: - ev = explained_variance(values, rewards) - logger.record_tabular("nupdates", update) - logger.record_tabular("total_timesteps", update*nbatch) - logger.record_tabular("fps", fps) - logger.record_tabular("policy_entropy", float(policy_entropy)) - logger.record_tabular("policy_loss", float(policy_loss)) - logger.record_tabular("value_loss", float(value_loss)) - logger.record_tabular("explained_variance", float(ev)) - logger.record_tabular("eprewmean", safemean([epinfo['r'] for epinfo in epinfobuf])) - logger.record_tabular("eplenmean", safemean([epinfo['l'] for epinfo in epinfobuf])) - logger.dump_tabular() - - if save_interval and (update % save_interval == 0 or update == 1) and logger.get_dir(): - savepath = osp.join(logger.get_dir(), 'checkpoint%.5i'%update) - print('Saving to', savepath) - model.save(savepath) - coord.request_stop() - coord.join(enqueue_threads) - return model diff --git a/baselines/acktr/defaults.py b/baselines/acktr/defaults.py deleted file mode 100644 index f1e3ab6..0000000 --- a/baselines/acktr/defaults.py +++ /dev/null @@ -1,5 +0,0 @@ -def mujoco(): - return dict( - nsteps=2500, - value_network='copy' - ) diff --git a/baselines/acktr/kfac.py b/baselines/acktr/kfac.py deleted file mode 100644 index 3d4a8c2..0000000 --- a/baselines/acktr/kfac.py +++ /dev/null @@ -1,928 +0,0 @@ -import tensorflow as tf -import numpy as np -import re - - # flake8: noqa F403, F405 -from baselines.acktr.kfac_utils import * -from functools import reduce - -KFAC_OPS = ['MatMul', 'Conv2D', 'BiasAdd'] -KFAC_DEBUG = False - - -class KfacOptimizer(): - # note that KfacOptimizer will be truly synchronous (and thus deterministic) only if a single-threaded session is used - def __init__(self, learning_rate=0.01, momentum=0.9, clip_kl=0.01, kfac_update=2, stats_accum_iter=60, full_stats_init=False, cold_iter=100, cold_lr=None, is_async=False, async_stats=False, epsilon=1e-2, stats_decay=0.95, blockdiag_bias=False, channel_fac=False, factored_damping=False, approxT2=False, use_float64=False, weight_decay_dict={},max_grad_norm=0.5): - self.max_grad_norm = max_grad_norm - self._lr = learning_rate - self._momentum = momentum - self._clip_kl = clip_kl - self._channel_fac = channel_fac - self._kfac_update = kfac_update - self._async = is_async - self._async_stats = async_stats - self._epsilon = epsilon - self._stats_decay = stats_decay - self._blockdiag_bias = blockdiag_bias - self._approxT2 = approxT2 - self._use_float64 = use_float64 - self._factored_damping = factored_damping - self._cold_iter = cold_iter - if cold_lr == None: - # good heuristics - self._cold_lr = self._lr# * 3. - else: - self._cold_lr = cold_lr - self._stats_accum_iter = stats_accum_iter - self._weight_decay_dict = weight_decay_dict - self._diag_init_coeff = 0. - self._full_stats_init = full_stats_init - if not self._full_stats_init: - self._stats_accum_iter = self._cold_iter - - self.sgd_step = tf.Variable(0, name='KFAC/sgd_step', trainable=False) - self.global_step = tf.Variable( - 0, name='KFAC/global_step', trainable=False) - self.cold_step = tf.Variable(0, name='KFAC/cold_step', trainable=False) - self.factor_step = tf.Variable( - 0, name='KFAC/factor_step', trainable=False) - self.stats_step = tf.Variable( - 0, name='KFAC/stats_step', trainable=False) - self.vFv = tf.Variable(0., name='KFAC/vFv', trainable=False) - - self.factors = {} - self.param_vars = [] - self.stats = {} - self.stats_eigen = {} - - def getFactors(self, g, varlist): - graph = tf.get_default_graph() - factorTensors = {} - fpropTensors = [] - bpropTensors = [] - opTypes = [] - fops = [] - - def searchFactors(gradient, graph): - # hard coded search stratergy - bpropOp = gradient.op - bpropOp_name = bpropOp.name - - bTensors = [] - fTensors = [] - - # combining additive gradient, assume they are the same op type and - # indepedent - if 'AddN' in bpropOp_name: - factors = [] - for g in gradient.op.inputs: - factors.append(searchFactors(g, graph)) - op_names = [item['opName'] for item in factors] - # TO-DO: need to check all the attribute of the ops as well - print (gradient.name) - print (op_names) - print (len(np.unique(op_names))) - assert len(np.unique(op_names)) == 1, gradient.name + \ - ' is shared among different computation OPs' - - bTensors = reduce(lambda x, y: x + y, - [item['bpropFactors'] for item in factors]) - if len(factors[0]['fpropFactors']) > 0: - fTensors = reduce( - lambda x, y: x + y, [item['fpropFactors'] for item in factors]) - fpropOp_name = op_names[0] - fpropOp = factors[0]['op'] - else: - fpropOp_name = re.search( - 'gradientsSampled(_[0-9]+|)/(.+?)_grad', bpropOp_name).group(2) - fpropOp = graph.get_operation_by_name(fpropOp_name) - if fpropOp.op_def.name in KFAC_OPS: - # Known OPs - ### - bTensor = [ - i for i in bpropOp.inputs if 'gradientsSampled' in i.name][-1] - bTensorShape = fpropOp.outputs[0].get_shape() - if bTensor.get_shape()[0].value == None: - bTensor.set_shape(bTensorShape) - bTensors.append(bTensor) - ### - if fpropOp.op_def.name == 'BiasAdd': - fTensors = [] - else: - fTensors.append( - [i for i in fpropOp.inputs if param.op.name not in i.name][0]) - fpropOp_name = fpropOp.op_def.name - else: - # unknown OPs, block approximation used - bInputsList = [i for i in bpropOp.inputs[ - 0].op.inputs if 'gradientsSampled' in i.name if 'Shape' not in i.name] - if len(bInputsList) > 0: - bTensor = bInputsList[0] - bTensorShape = fpropOp.outputs[0].get_shape() - if len(bTensor.get_shape()) > 0 and bTensor.get_shape()[0].value == None: - bTensor.set_shape(bTensorShape) - bTensors.append(bTensor) - fpropOp_name = opTypes.append('UNK-' + fpropOp.op_def.name) - - return {'opName': fpropOp_name, 'op': fpropOp, 'fpropFactors': fTensors, 'bpropFactors': bTensors} - - for t, param in zip(g, varlist): - if KFAC_DEBUG: - print(('get factor for '+param.name)) - factors = searchFactors(t, graph) - factorTensors[param] = factors - - ######## - # check associated weights and bias for homogeneous coordinate representation - # and check redundent factors - # TO-DO: there may be a bug to detect associate bias and weights for - # forking layer, e.g. in inception models. - for param in varlist: - factorTensors[param]['assnWeights'] = None - factorTensors[param]['assnBias'] = None - for param in varlist: - if factorTensors[param]['opName'] == 'BiasAdd': - factorTensors[param]['assnWeights'] = None - for item in varlist: - if len(factorTensors[item]['bpropFactors']) > 0: - if (set(factorTensors[item]['bpropFactors']) == set(factorTensors[param]['bpropFactors'])) and (len(factorTensors[item]['fpropFactors']) > 0): - factorTensors[param]['assnWeights'] = item - factorTensors[item]['assnBias'] = param - factorTensors[param]['bpropFactors'] = factorTensors[ - item]['bpropFactors'] - - ######## - - ######## - # concatenate the additive gradients along the batch dimension, i.e. - # assuming independence structure - for key in ['fpropFactors', 'bpropFactors']: - for i, param in enumerate(varlist): - if len(factorTensors[param][key]) > 0: - if (key + '_concat') not in factorTensors[param]: - name_scope = factorTensors[param][key][0].name.split(':')[ - 0] - with tf.name_scope(name_scope): - factorTensors[param][ - key + '_concat'] = tf.concat(factorTensors[param][key], 0) - else: - factorTensors[param][key + '_concat'] = None - for j, param2 in enumerate(varlist[(i + 1):]): - if (len(factorTensors[param][key]) > 0) and (set(factorTensors[param2][key]) == set(factorTensors[param][key])): - factorTensors[param2][key] = factorTensors[param][key] - factorTensors[param2][ - key + '_concat'] = factorTensors[param][key + '_concat'] - ######## - - if KFAC_DEBUG: - for items in zip(varlist, fpropTensors, bpropTensors, opTypes): - print((items[0].name, factorTensors[item])) - self.factors = factorTensors - return factorTensors - - def getStats(self, factors, varlist): - if len(self.stats) == 0: - # initialize stats variables on CPU because eigen decomp is - # computed on CPU - with tf.device('/cpu'): - tmpStatsCache = {} - - # search for tensor factors and - # use block diag approx for the bias units - for var in varlist: - fpropFactor = factors[var]['fpropFactors_concat'] - bpropFactor = factors[var]['bpropFactors_concat'] - opType = factors[var]['opName'] - if opType == 'Conv2D': - Kh = var.get_shape()[0] - Kw = var.get_shape()[1] - C = fpropFactor.get_shape()[-1] - - Oh = bpropFactor.get_shape()[1] - Ow = bpropFactor.get_shape()[2] - if Oh == 1 and Ow == 1 and self._channel_fac: - # factorization along the channels do not support - # homogeneous coordinate - var_assnBias = factors[var]['assnBias'] - if var_assnBias: - factors[var]['assnBias'] = None - factors[var_assnBias]['assnWeights'] = None - ## - - for var in varlist: - fpropFactor = factors[var]['fpropFactors_concat'] - bpropFactor = factors[var]['bpropFactors_concat'] - opType = factors[var]['opName'] - self.stats[var] = {'opName': opType, - 'fprop_concat_stats': [], - 'bprop_concat_stats': [], - 'assnWeights': factors[var]['assnWeights'], - 'assnBias': factors[var]['assnBias'], - } - if fpropFactor is not None: - if fpropFactor not in tmpStatsCache: - if opType == 'Conv2D': - Kh = var.get_shape()[0] - Kw = var.get_shape()[1] - C = fpropFactor.get_shape()[-1] - - Oh = bpropFactor.get_shape()[1] - Ow = bpropFactor.get_shape()[2] - if Oh == 1 and Ow == 1 and self._channel_fac: - # factorization along the channels - # assume independence between input channels and spatial - # 2K-1 x 2K-1 covariance matrix and C x C covariance matrix - # factorization along the channels do not - # support homogeneous coordinate, assnBias - # is always None - fpropFactor2_size = Kh * Kw - slot_fpropFactor_stats2 = tf.Variable(tf.diag(tf.ones( - [fpropFactor2_size])) * self._diag_init_coeff, name='KFAC_STATS/' + fpropFactor.op.name, trainable=False) - self.stats[var]['fprop_concat_stats'].append( - slot_fpropFactor_stats2) - - fpropFactor_size = C - else: - # 2K-1 x 2K-1 x C x C covariance matrix - # assume BHWC - fpropFactor_size = Kh * Kw * C - else: - # D x D covariance matrix - fpropFactor_size = fpropFactor.get_shape()[-1] - - # use homogeneous coordinate - if not self._blockdiag_bias and self.stats[var]['assnBias']: - fpropFactor_size += 1 - - slot_fpropFactor_stats = tf.Variable(tf.diag(tf.ones( - [fpropFactor_size])) * self._diag_init_coeff, name='KFAC_STATS/' + fpropFactor.op.name, trainable=False) - self.stats[var]['fprop_concat_stats'].append( - slot_fpropFactor_stats) - if opType != 'Conv2D': - tmpStatsCache[fpropFactor] = self.stats[ - var]['fprop_concat_stats'] - else: - self.stats[var][ - 'fprop_concat_stats'] = tmpStatsCache[fpropFactor] - - if bpropFactor is not None: - # no need to collect backward stats for bias vectors if - # using homogeneous coordinates - if not((not self._blockdiag_bias) and self.stats[var]['assnWeights']): - if bpropFactor not in tmpStatsCache: - slot_bpropFactor_stats = tf.Variable(tf.diag(tf.ones([bpropFactor.get_shape( - )[-1]])) * self._diag_init_coeff, name='KFAC_STATS/' + bpropFactor.op.name, trainable=False) - self.stats[var]['bprop_concat_stats'].append( - slot_bpropFactor_stats) - tmpStatsCache[bpropFactor] = self.stats[ - var]['bprop_concat_stats'] - else: - self.stats[var][ - 'bprop_concat_stats'] = tmpStatsCache[bpropFactor] - - return self.stats - - def compute_and_apply_stats(self, loss_sampled, var_list=None): - varlist = var_list - if varlist is None: - varlist = tf.trainable_variables() - - stats = self.compute_stats(loss_sampled, var_list=varlist) - return self.apply_stats(stats) - - def compute_stats(self, loss_sampled, var_list=None): - varlist = var_list - if varlist is None: - varlist = tf.trainable_variables() - - gs = tf.gradients(loss_sampled, varlist, name='gradientsSampled') - self.gs = gs - factors = self.getFactors(gs, varlist) - stats = self.getStats(factors, varlist) - - updateOps = [] - statsUpdates = {} - statsUpdates_cache = {} - for var in varlist: - opType = factors[var]['opName'] - fops = factors[var]['op'] - fpropFactor = factors[var]['fpropFactors_concat'] - fpropStats_vars = stats[var]['fprop_concat_stats'] - bpropFactor = factors[var]['bpropFactors_concat'] - bpropStats_vars = stats[var]['bprop_concat_stats'] - SVD_factors = {} - for stats_var in fpropStats_vars: - stats_var_dim = int(stats_var.get_shape()[0]) - if stats_var not in statsUpdates_cache: - old_fpropFactor = fpropFactor - B = (tf.shape(fpropFactor)[0]) # batch size - if opType == 'Conv2D': - strides = fops.get_attr("strides") - padding = fops.get_attr("padding") - convkernel_size = var.get_shape()[0:3] - - KH = int(convkernel_size[0]) - KW = int(convkernel_size[1]) - C = int(convkernel_size[2]) - flatten_size = int(KH * KW * C) - - Oh = int(bpropFactor.get_shape()[1]) - Ow = int(bpropFactor.get_shape()[2]) - - if Oh == 1 and Ow == 1 and self._channel_fac: - # factorization along the channels - # assume independence among input channels - # factor = B x 1 x 1 x (KH xKW x C) - # patches = B x Oh x Ow x (KH xKW x C) - if len(SVD_factors) == 0: - if KFAC_DEBUG: - print(('approx %s act factor with rank-1 SVD factors' % (var.name))) - # find closest rank-1 approx to the feature map - S, U, V = tf.batch_svd(tf.reshape( - fpropFactor, [-1, KH * KW, C])) - # get rank-1 approx slides - sqrtS1 = tf.expand_dims(tf.sqrt(S[:, 0, 0]), 1) - patches_k = U[:, :, 0] * sqrtS1 # B x KH*KW - full_factor_shape = fpropFactor.get_shape() - patches_k.set_shape( - [full_factor_shape[0], KH * KW]) - patches_c = V[:, :, 0] * sqrtS1 # B x C - patches_c.set_shape([full_factor_shape[0], C]) - SVD_factors[C] = patches_c - SVD_factors[KH * KW] = patches_k - fpropFactor = SVD_factors[stats_var_dim] - - else: - # poor mem usage implementation - patches = tf.extract_image_patches(fpropFactor, ksizes=[1, convkernel_size[ - 0], convkernel_size[1], 1], strides=strides, rates=[1, 1, 1, 1], padding=padding) - - if self._approxT2: - if KFAC_DEBUG: - print(('approxT2 act fisher for %s' % (var.name))) - # T^2 terms * 1/T^2, size: B x C - fpropFactor = tf.reduce_mean(patches, [1, 2]) - else: - # size: (B x Oh x Ow) x C - fpropFactor = tf.reshape( - patches, [-1, flatten_size]) / Oh / Ow - fpropFactor_size = int(fpropFactor.get_shape()[-1]) - if stats_var_dim == (fpropFactor_size + 1) and not self._blockdiag_bias: - if opType == 'Conv2D' and not self._approxT2: - # correct padding for numerical stability (we - # divided out OhxOw from activations for T1 approx) - fpropFactor = tf.concat([fpropFactor, tf.ones( - [tf.shape(fpropFactor)[0], 1]) / Oh / Ow], 1) - else: - # use homogeneous coordinates - fpropFactor = tf.concat( - [fpropFactor, tf.ones([tf.shape(fpropFactor)[0], 1])], 1) - - # average over the number of data points in a batch - # divided by B - cov = tf.matmul(fpropFactor, fpropFactor, - transpose_a=True) / tf.cast(B, tf.float32) - updateOps.append(cov) - statsUpdates[stats_var] = cov - if opType != 'Conv2D': - # HACK: for convolution we recompute fprop stats for - # every layer including forking layers - statsUpdates_cache[stats_var] = cov - - for stats_var in bpropStats_vars: - stats_var_dim = int(stats_var.get_shape()[0]) - if stats_var not in statsUpdates_cache: - old_bpropFactor = bpropFactor - bpropFactor_shape = bpropFactor.get_shape() - B = tf.shape(bpropFactor)[0] # batch size - C = int(bpropFactor_shape[-1]) # num channels - if opType == 'Conv2D' or len(bpropFactor_shape) == 4: - if fpropFactor is not None: - if self._approxT2: - if KFAC_DEBUG: - print(('approxT2 grad fisher for %s' % (var.name))) - bpropFactor = tf.reduce_sum( - bpropFactor, [1, 2]) # T^2 terms * 1/T^2 - else: - bpropFactor = tf.reshape( - bpropFactor, [-1, C]) * Oh * Ow # T * 1/T terms - else: - # just doing block diag approx. spatial independent - # structure does not apply here. summing over - # spatial locations - if KFAC_DEBUG: - print(('block diag approx fisher for %s' % (var.name))) - bpropFactor = tf.reduce_sum(bpropFactor, [1, 2]) - - # assume sampled loss is averaged. TO-DO:figure out better - # way to handle this - bpropFactor *= tf.to_float(B) - ## - - cov_b = tf.matmul( - bpropFactor, bpropFactor, transpose_a=True) / tf.to_float(tf.shape(bpropFactor)[0]) - - updateOps.append(cov_b) - statsUpdates[stats_var] = cov_b - statsUpdates_cache[stats_var] = cov_b - - if KFAC_DEBUG: - aKey = list(statsUpdates.keys())[0] - statsUpdates[aKey] = tf.Print(statsUpdates[aKey], - [tf.convert_to_tensor('step:'), - self.global_step, - tf.convert_to_tensor( - 'computing stats'), - ]) - self.statsUpdates = statsUpdates - return statsUpdates - - def apply_stats(self, statsUpdates): - """ compute stats and update/apply the new stats to the running average - """ - - def updateAccumStats(): - if self._full_stats_init: - return tf.cond(tf.greater(self.sgd_step, self._cold_iter), lambda: tf.group(*self._apply_stats(statsUpdates, accumulate=True, accumulateCoeff=1. / self._stats_accum_iter)), tf.no_op) - else: - return tf.group(*self._apply_stats(statsUpdates, accumulate=True, accumulateCoeff=1. / self._stats_accum_iter)) - - def updateRunningAvgStats(statsUpdates, fac_iter=1): - # return tf.cond(tf.greater_equal(self.factor_step, - # tf.convert_to_tensor(fac_iter)), lambda: - # tf.group(*self._apply_stats(stats_list, varlist)), tf.no_op) - return tf.group(*self._apply_stats(statsUpdates)) - - if self._async_stats: - # asynchronous stats update - update_stats = self._apply_stats(statsUpdates) - - queue = tf.FIFOQueue(1, [item.dtype for item in update_stats], shapes=[ - item.get_shape() for item in update_stats]) - enqueue_op = queue.enqueue(update_stats) - - def dequeue_stats_op(): - return queue.dequeue() - self.qr_stats = tf.train.QueueRunner(queue, [enqueue_op]) - update_stats_op = tf.cond(tf.equal(queue.size(), tf.convert_to_tensor( - 0)), tf.no_op, lambda: tf.group(*[dequeue_stats_op(), ])) - else: - # synchronous stats update - update_stats_op = tf.cond(tf.greater_equal( - self.stats_step, self._stats_accum_iter), lambda: updateRunningAvgStats(statsUpdates), updateAccumStats) - self._update_stats_op = update_stats_op - return update_stats_op - - def _apply_stats(self, statsUpdates, accumulate=False, accumulateCoeff=0.): - updateOps = [] - # obtain the stats var list - for stats_var in statsUpdates: - stats_new = statsUpdates[stats_var] - if accumulate: - # simple superbatch averaging - update_op = tf.assign_add( - stats_var, accumulateCoeff * stats_new, use_locking=True) - else: - # exponential running averaging - update_op = tf.assign( - stats_var, stats_var * self._stats_decay, use_locking=True) - update_op = tf.assign_add( - update_op, (1. - self._stats_decay) * stats_new, use_locking=True) - updateOps.append(update_op) - - with tf.control_dependencies(updateOps): - stats_step_op = tf.assign_add(self.stats_step, 1) - - if KFAC_DEBUG: - stats_step_op = (tf.Print(stats_step_op, - [tf.convert_to_tensor('step:'), - self.global_step, - tf.convert_to_tensor('fac step:'), - self.factor_step, - tf.convert_to_tensor('sgd step:'), - self.sgd_step, - tf.convert_to_tensor('Accum:'), - tf.convert_to_tensor(accumulate), - tf.convert_to_tensor('Accum coeff:'), - tf.convert_to_tensor(accumulateCoeff), - tf.convert_to_tensor('stat step:'), - self.stats_step, updateOps[0], updateOps[1]])) - return [stats_step_op, ] - - def getStatsEigen(self, stats=None): - if len(self.stats_eigen) == 0: - stats_eigen = {} - if stats is None: - stats = self.stats - - tmpEigenCache = {} - with tf.device('/cpu:0'): - for var in stats: - for key in ['fprop_concat_stats', 'bprop_concat_stats']: - for stats_var in stats[var][key]: - if stats_var not in tmpEigenCache: - stats_dim = stats_var.get_shape()[1].value - e = tf.Variable(tf.ones( - [stats_dim]), name='KFAC_FAC/' + stats_var.name.split(':')[0] + '/e', trainable=False) - Q = tf.Variable(tf.diag(tf.ones( - [stats_dim])), name='KFAC_FAC/' + stats_var.name.split(':')[0] + '/Q', trainable=False) - stats_eigen[stats_var] = {'e': e, 'Q': Q} - tmpEigenCache[ - stats_var] = stats_eigen[stats_var] - else: - stats_eigen[stats_var] = tmpEigenCache[ - stats_var] - self.stats_eigen = stats_eigen - return self.stats_eigen - - def computeStatsEigen(self): - """ compute the eigen decomp using copied var stats to avoid concurrent read/write from other queue """ - # TO-DO: figure out why this op has delays (possibly moving - # eigenvectors around?) - with tf.device('/cpu:0'): - def removeNone(tensor_list): - local_list = [] - for item in tensor_list: - if item is not None: - local_list.append(item) - return local_list - - def copyStats(var_list): - print("copying stats to buffer tensors before eigen decomp") - redundant_stats = {} - copied_list = [] - for item in var_list: - if item is not None: - if item not in redundant_stats: - if self._use_float64: - redundant_stats[item] = tf.cast( - tf.identity(item), tf.float64) - else: - redundant_stats[item] = tf.identity(item) - copied_list.append(redundant_stats[item]) - else: - copied_list.append(None) - return copied_list - #stats = [copyStats(self.fStats), copyStats(self.bStats)] - #stats = [self.fStats, self.bStats] - - stats_eigen = self.stats_eigen - computedEigen = {} - eigen_reverse_lookup = {} - updateOps = [] - # sync copied stats - # with tf.control_dependencies(removeNone(stats[0]) + - # removeNone(stats[1])): - with tf.control_dependencies([]): - for stats_var in stats_eigen: - if stats_var not in computedEigen: - eigens = tf.self_adjoint_eig(stats_var) - e = eigens[0] - Q = eigens[1] - if self._use_float64: - e = tf.cast(e, tf.float32) - Q = tf.cast(Q, tf.float32) - updateOps.append(e) - updateOps.append(Q) - computedEigen[stats_var] = {'e': e, 'Q': Q} - eigen_reverse_lookup[e] = stats_eigen[stats_var]['e'] - eigen_reverse_lookup[Q] = stats_eigen[stats_var]['Q'] - - self.eigen_reverse_lookup = eigen_reverse_lookup - self.eigen_update_list = updateOps - - if KFAC_DEBUG: - self.eigen_update_list = [item for item in updateOps] - with tf.control_dependencies(updateOps): - updateOps.append(tf.Print(tf.constant( - 0.), [tf.convert_to_tensor('computed factor eigen')])) - - return updateOps - - def applyStatsEigen(self, eigen_list): - updateOps = [] - print(('updating %d eigenvalue/vectors' % len(eigen_list))) - for i, (tensor, mark) in enumerate(zip(eigen_list, self.eigen_update_list)): - stats_eigen_var = self.eigen_reverse_lookup[mark] - updateOps.append( - tf.assign(stats_eigen_var, tensor, use_locking=True)) - - with tf.control_dependencies(updateOps): - factor_step_op = tf.assign_add(self.factor_step, 1) - updateOps.append(factor_step_op) - if KFAC_DEBUG: - updateOps.append(tf.Print(tf.constant( - 0.), [tf.convert_to_tensor('updated kfac factors')])) - return updateOps - - def getKfacPrecondUpdates(self, gradlist, varlist): - updatelist = [] - vg = 0. - - assert len(self.stats) > 0 - assert len(self.stats_eigen) > 0 - assert len(self.factors) > 0 - counter = 0 - - grad_dict = {var: grad for grad, var in zip(gradlist, varlist)} - - for grad, var in zip(gradlist, varlist): - GRAD_RESHAPE = False - GRAD_TRANSPOSE = False - - fpropFactoredFishers = self.stats[var]['fprop_concat_stats'] - bpropFactoredFishers = self.stats[var]['bprop_concat_stats'] - - if (len(fpropFactoredFishers) + len(bpropFactoredFishers)) > 0: - counter += 1 - GRAD_SHAPE = grad.get_shape() - if len(grad.get_shape()) > 2: - # reshape conv kernel parameters - KW = int(grad.get_shape()[0]) - KH = int(grad.get_shape()[1]) - C = int(grad.get_shape()[2]) - D = int(grad.get_shape()[3]) - - if len(fpropFactoredFishers) > 1 and self._channel_fac: - # reshape conv kernel parameters into tensor - grad = tf.reshape(grad, [KW * KH, C, D]) - else: - # reshape conv kernel parameters into 2D grad - grad = tf.reshape(grad, [-1, D]) - GRAD_RESHAPE = True - elif len(grad.get_shape()) == 1: - # reshape bias or 1D parameters - D = int(grad.get_shape()[0]) - - grad = tf.expand_dims(grad, 0) - GRAD_RESHAPE = True - else: - # 2D parameters - C = int(grad.get_shape()[0]) - D = int(grad.get_shape()[1]) - - if (self.stats[var]['assnBias'] is not None) and not self._blockdiag_bias: - # use homogeneous coordinates only works for 2D grad. - # TO-DO: figure out how to factorize bias grad - # stack bias grad - var_assnBias = self.stats[var]['assnBias'] - grad = tf.concat( - [grad, tf.expand_dims(grad_dict[var_assnBias], 0)], 0) - - # project gradient to eigen space and reshape the eigenvalues - # for broadcasting - eigVals = [] - - for idx, stats in enumerate(self.stats[var]['fprop_concat_stats']): - Q = self.stats_eigen[stats]['Q'] - e = detectMinVal(self.stats_eigen[stats][ - 'e'], var, name='act', debug=KFAC_DEBUG) - - Q, e = factorReshape(Q, e, grad, facIndx=idx, ftype='act') - eigVals.append(e) - grad = gmatmul(Q, grad, transpose_a=True, reduce_dim=idx) - - for idx, stats in enumerate(self.stats[var]['bprop_concat_stats']): - Q = self.stats_eigen[stats]['Q'] - e = detectMinVal(self.stats_eigen[stats][ - 'e'], var, name='grad', debug=KFAC_DEBUG) - - Q, e = factorReshape(Q, e, grad, facIndx=idx, ftype='grad') - eigVals.append(e) - grad = gmatmul(grad, Q, transpose_b=False, reduce_dim=idx) - ## - - ##### - # whiten using eigenvalues - weightDecayCoeff = 0. - if var in self._weight_decay_dict: - weightDecayCoeff = self._weight_decay_dict[var] - if KFAC_DEBUG: - print(('weight decay coeff for %s is %f' % (var.name, weightDecayCoeff))) - - if self._factored_damping: - if KFAC_DEBUG: - print(('use factored damping for %s' % (var.name))) - coeffs = 1. - num_factors = len(eigVals) - # compute the ratio of two trace norm of the left and right - # KFac matrices, and their generalization - if len(eigVals) == 1: - damping = self._epsilon + weightDecayCoeff - else: - damping = tf.pow( - self._epsilon + weightDecayCoeff, 1. / num_factors) - eigVals_tnorm_avg = [tf.reduce_mean( - tf.abs(e)) for e in eigVals] - for e, e_tnorm in zip(eigVals, eigVals_tnorm_avg): - eig_tnorm_negList = [ - item for item in eigVals_tnorm_avg if item != e_tnorm] - if len(eigVals) == 1: - adjustment = 1. - elif len(eigVals) == 2: - adjustment = tf.sqrt( - e_tnorm / eig_tnorm_negList[0]) - else: - eig_tnorm_negList_prod = reduce( - lambda x, y: x * y, eig_tnorm_negList) - adjustment = tf.pow( - tf.pow(e_tnorm, num_factors - 1.) / eig_tnorm_negList_prod, 1. / num_factors) - coeffs *= (e + adjustment * damping) - else: - coeffs = 1. - damping = (self._epsilon + weightDecayCoeff) - for e in eigVals: - coeffs *= e - coeffs += damping - - #grad = tf.Print(grad, [tf.convert_to_tensor('1'), tf.convert_to_tensor(var.name), grad.get_shape()]) - - grad /= coeffs - - #grad = tf.Print(grad, [tf.convert_to_tensor('2'), tf.convert_to_tensor(var.name), grad.get_shape()]) - ##### - # project gradient back to euclidean space - for idx, stats in enumerate(self.stats[var]['fprop_concat_stats']): - Q = self.stats_eigen[stats]['Q'] - grad = gmatmul(Q, grad, transpose_a=False, reduce_dim=idx) - - for idx, stats in enumerate(self.stats[var]['bprop_concat_stats']): - Q = self.stats_eigen[stats]['Q'] - grad = gmatmul(grad, Q, transpose_b=True, reduce_dim=idx) - ## - - #grad = tf.Print(grad, [tf.convert_to_tensor('3'), tf.convert_to_tensor(var.name), grad.get_shape()]) - if (self.stats[var]['assnBias'] is not None) and not self._blockdiag_bias: - # use homogeneous coordinates only works for 2D grad. - # TO-DO: figure out how to factorize bias grad - # un-stack bias grad - var_assnBias = self.stats[var]['assnBias'] - C_plus_one = int(grad.get_shape()[0]) - grad_assnBias = tf.reshape(tf.slice(grad, - begin=[ - C_plus_one - 1, 0], - size=[1, -1]), var_assnBias.get_shape()) - grad_assnWeights = tf.slice(grad, - begin=[0, 0], - size=[C_plus_one - 1, -1]) - grad_dict[var_assnBias] = grad_assnBias - grad = grad_assnWeights - - #grad = tf.Print(grad, [tf.convert_to_tensor('4'), tf.convert_to_tensor(var.name), grad.get_shape()]) - if GRAD_RESHAPE: - grad = tf.reshape(grad, GRAD_SHAPE) - - grad_dict[var] = grad - - print(('projecting %d gradient matrices' % counter)) - - for g, var in zip(gradlist, varlist): - grad = grad_dict[var] - ### clipping ### - if KFAC_DEBUG: - print(('apply clipping to %s' % (var.name))) - tf.Print(grad, [tf.sqrt(tf.reduce_sum(tf.pow(grad, 2)))], "Euclidean norm of new grad") - local_vg = tf.reduce_sum(grad * g * (self._lr * self._lr)) - vg += local_vg - - # recale everything - if KFAC_DEBUG: - print('apply vFv clipping') - - scaling = tf.minimum(1., tf.sqrt(self._clip_kl / vg)) - if KFAC_DEBUG: - scaling = tf.Print(scaling, [tf.convert_to_tensor( - 'clip: '), scaling, tf.convert_to_tensor(' vFv: '), vg]) - with tf.control_dependencies([tf.assign(self.vFv, vg)]): - updatelist = [grad_dict[var] for var in varlist] - for i, item in enumerate(updatelist): - updatelist[i] = scaling * item - - return updatelist - - def compute_gradients(self, loss, var_list=None): - varlist = var_list - if varlist is None: - varlist = tf.trainable_variables() - g = tf.gradients(loss, varlist) - - return [(a, b) for a, b in zip(g, varlist)] - - def apply_gradients_kfac(self, grads): - g, varlist = list(zip(*grads)) - - if len(self.stats_eigen) == 0: - self.getStatsEigen() - - qr = None - # launch eigen-decomp on a queue thread - if self._async: - print('Use async eigen decomp') - # get a list of factor loading tensors - factorOps_dummy = self.computeStatsEigen() - - # define a queue for the list of factor loading tensors - queue = tf.FIFOQueue(1, [item.dtype for item in factorOps_dummy], shapes=[ - item.get_shape() for item in factorOps_dummy]) - enqueue_op = tf.cond(tf.logical_and(tf.equal(tf.mod(self.stats_step, self._kfac_update), tf.convert_to_tensor( - 0)), tf.greater_equal(self.stats_step, self._stats_accum_iter)), lambda: queue.enqueue(self.computeStatsEigen()), tf.no_op) - - def dequeue_op(): - return queue.dequeue() - - qr = tf.train.QueueRunner(queue, [enqueue_op]) - - updateOps = [] - global_step_op = tf.assign_add(self.global_step, 1) - updateOps.append(global_step_op) - - with tf.control_dependencies([global_step_op]): - - # compute updates - assert self._update_stats_op != None - updateOps.append(self._update_stats_op) - dependency_list = [] - if not self._async: - dependency_list.append(self._update_stats_op) - - with tf.control_dependencies(dependency_list): - def no_op_wrapper(): - return tf.group(*[tf.assign_add(self.cold_step, 1)]) - - if not self._async: - # synchronous eigen-decomp updates - updateFactorOps = tf.cond(tf.logical_and(tf.equal(tf.mod(self.stats_step, self._kfac_update), - tf.convert_to_tensor(0)), - tf.greater_equal(self.stats_step, self._stats_accum_iter)), lambda: tf.group(*self.applyStatsEigen(self.computeStatsEigen())), no_op_wrapper) - else: - # asynchronous eigen-decomp updates using queue - updateFactorOps = tf.cond(tf.greater_equal(self.stats_step, self._stats_accum_iter), - lambda: tf.cond(tf.equal(queue.size(), tf.convert_to_tensor(0)), - tf.no_op, - - lambda: tf.group( - *self.applyStatsEigen(dequeue_op())), - ), - no_op_wrapper) - - updateOps.append(updateFactorOps) - - with tf.control_dependencies([updateFactorOps]): - def gradOp(): - return list(g) - - def getKfacGradOp(): - return self.getKfacPrecondUpdates(g, varlist) - u = tf.cond(tf.greater(self.factor_step, - tf.convert_to_tensor(0)), getKfacGradOp, gradOp) - - optim = tf.train.MomentumOptimizer( - self._lr * (1. - self._momentum), self._momentum) - #optim = tf.train.AdamOptimizer(self._lr, epsilon=0.01) - - def optimOp(): - def updateOptimOp(): - if self._full_stats_init: - return tf.cond(tf.greater(self.factor_step, tf.convert_to_tensor(0)), lambda: optim.apply_gradients(list(zip(u, varlist))), tf.no_op) - else: - return optim.apply_gradients(list(zip(u, varlist))) - if self._full_stats_init: - return tf.cond(tf.greater_equal(self.stats_step, self._stats_accum_iter), updateOptimOp, tf.no_op) - else: - return tf.cond(tf.greater_equal(self.sgd_step, self._cold_iter), updateOptimOp, tf.no_op) - updateOps.append(optimOp()) - - return tf.group(*updateOps), qr - - def apply_gradients(self, grads): - coldOptim = tf.train.MomentumOptimizer( - self._cold_lr, self._momentum) - - def coldSGDstart(): - sgd_grads, sgd_var = zip(*grads) - - if self.max_grad_norm != None: - sgd_grads, sgd_grad_norm = tf.clip_by_global_norm(sgd_grads,self.max_grad_norm) - - sgd_grads = list(zip(sgd_grads,sgd_var)) - - sgd_step_op = tf.assign_add(self.sgd_step, 1) - coldOptim_op = coldOptim.apply_gradients(sgd_grads) - if KFAC_DEBUG: - with tf.control_dependencies([sgd_step_op, coldOptim_op]): - sgd_step_op = tf.Print( - sgd_step_op, [self.sgd_step, tf.convert_to_tensor('doing cold sgd step')]) - return tf.group(*[sgd_step_op, coldOptim_op]) - - kfacOptim_op, qr = self.apply_gradients_kfac(grads) - - def warmKFACstart(): - return kfacOptim_op - - return tf.cond(tf.greater(self.sgd_step, self._cold_iter), warmKFACstart, coldSGDstart), qr - - def minimize(self, loss, loss_sampled, var_list=None): - grads = self.compute_gradients(loss, var_list=var_list) - update_stats_op = self.compute_and_apply_stats( - loss_sampled, var_list=var_list) - return self.apply_gradients(grads) diff --git a/baselines/acktr/kfac_utils.py b/baselines/acktr/kfac_utils.py deleted file mode 100644 index edc623d..0000000 --- a/baselines/acktr/kfac_utils.py +++ /dev/null @@ -1,86 +0,0 @@ -import tensorflow as tf - -def gmatmul(a, b, transpose_a=False, transpose_b=False, reduce_dim=None): - assert reduce_dim is not None - - # weird batch matmul - if len(a.get_shape()) == 2 and len(b.get_shape()) > 2: - # reshape reduce_dim to the left most dim in b - b_shape = b.get_shape() - if reduce_dim != 0: - b_dims = list(range(len(b_shape))) - b_dims.remove(reduce_dim) - b_dims.insert(0, reduce_dim) - b = tf.transpose(b, b_dims) - b_t_shape = b.get_shape() - b = tf.reshape(b, [int(b_shape[reduce_dim]), -1]) - result = tf.matmul(a, b, transpose_a=transpose_a, - transpose_b=transpose_b) - result = tf.reshape(result, b_t_shape) - if reduce_dim != 0: - b_dims = list(range(len(b_shape))) - b_dims.remove(0) - b_dims.insert(reduce_dim, 0) - result = tf.transpose(result, b_dims) - return result - - elif len(a.get_shape()) > 2 and len(b.get_shape()) == 2: - # reshape reduce_dim to the right most dim in a - a_shape = a.get_shape() - outter_dim = len(a_shape) - 1 - reduce_dim = len(a_shape) - reduce_dim - 1 - if reduce_dim != outter_dim: - a_dims = list(range(len(a_shape))) - a_dims.remove(reduce_dim) - a_dims.insert(outter_dim, reduce_dim) - a = tf.transpose(a, a_dims) - a_t_shape = a.get_shape() - a = tf.reshape(a, [-1, int(a_shape[reduce_dim])]) - result = tf.matmul(a, b, transpose_a=transpose_a, - transpose_b=transpose_b) - result = tf.reshape(result, a_t_shape) - if reduce_dim != outter_dim: - a_dims = list(range(len(a_shape))) - a_dims.remove(outter_dim) - a_dims.insert(reduce_dim, outter_dim) - result = tf.transpose(result, a_dims) - return result - - elif len(a.get_shape()) == 2 and len(b.get_shape()) == 2: - return tf.matmul(a, b, transpose_a=transpose_a, transpose_b=transpose_b) - - assert False, 'something went wrong' - - -def clipoutNeg(vec, threshold=1e-6): - mask = tf.cast(vec > threshold, tf.float32) - return mask * vec - - -def detectMinVal(input_mat, var, threshold=1e-6, name='', debug=False): - eigen_min = tf.reduce_min(input_mat) - eigen_max = tf.reduce_max(input_mat) - eigen_ratio = eigen_max / eigen_min - input_mat_clipped = clipoutNeg(input_mat, threshold) - - if debug: - input_mat_clipped = tf.cond(tf.logical_or(tf.greater(eigen_ratio, 0.), tf.less(eigen_ratio, -500)), lambda: input_mat_clipped, lambda: tf.Print( - input_mat_clipped, [tf.convert_to_tensor('screwed ratio ' + name + ' eigen values!!!'), tf.convert_to_tensor(var.name), eigen_min, eigen_max, eigen_ratio])) - - return input_mat_clipped - - -def factorReshape(Q, e, grad, facIndx=0, ftype='act'): - grad_shape = grad.get_shape() - if ftype == 'act': - assert e.get_shape()[0] == grad_shape[facIndx] - expanded_shape = [1, ] * len(grad_shape) - expanded_shape[facIndx] = -1 - e = tf.reshape(e, expanded_shape) - if ftype == 'grad': - assert e.get_shape()[0] == grad_shape[len(grad_shape) - facIndx - 1] - expanded_shape = [1, ] * len(grad_shape) - expanded_shape[len(grad_shape) - facIndx - 1] = -1 - e = tf.reshape(e, expanded_shape) - - return Q, e diff --git a/baselines/acktr/utils.py b/baselines/acktr/utils.py deleted file mode 100644 index 227350f..0000000 --- a/baselines/acktr/utils.py +++ /dev/null @@ -1,28 +0,0 @@ -import tensorflow as tf - -def dense(x, size, name, weight_init=None, bias_init=0, weight_loss_dict=None, reuse=None): - with tf.variable_scope(name, reuse=reuse): - assert (len(tf.get_variable_scope().name.split('/')) == 2) - - w = tf.get_variable("w", [x.get_shape()[1], size], initializer=weight_init) - b = tf.get_variable("b", [size], initializer=tf.constant_initializer(bias_init)) - weight_decay_fc = 3e-4 - - if weight_loss_dict is not None: - weight_decay = tf.multiply(tf.nn.l2_loss(w), weight_decay_fc, name='weight_decay_loss') - if weight_loss_dict is not None: - weight_loss_dict[w] = weight_decay_fc - weight_loss_dict[b] = 0.0 - - tf.add_to_collection(tf.get_variable_scope().name.split('/')[0] + '_' + 'losses', weight_decay) - - return tf.nn.bias_add(tf.matmul(x, w), b) - -def kl_div(action_dist1, action_dist2, action_size): - mean1, std1 = action_dist1[:, :action_size], action_dist1[:, action_size:] - mean2, std2 = action_dist2[:, :action_size], action_dist2[:, action_size:] - - numerator = tf.square(mean1 - mean2) + tf.square(std1) - tf.square(std2) - denominator = 2 * tf.square(std2) + 1e-8 - return tf.reduce_sum( - numerator/denominator + tf.log(std2) - tf.log(std1),reduction_indices=-1) diff --git a/baselines/bench/__init__.py b/baselines/bench/__init__.py index fc2e05b..4cbd5bb 100644 --- a/baselines/bench/__init__.py +++ b/baselines/bench/__init__.py @@ -1,3 +1,2 @@ -# flake8: noqa F403 from baselines.bench.benchmarks import * from baselines.bench.monitor import * diff --git a/baselines/bench/test_monitor.py b/baselines/bench/test_monitor.py deleted file mode 100644 index 093f9c6..0000000 --- a/baselines/bench/test_monitor.py +++ /dev/null @@ -1,31 +0,0 @@ -from .monitor import Monitor -import gym -import json - -def test_monitor(): - import pandas - import os - import uuid - - env = gym.make("CartPole-v1") - env.seed(0) - mon_file = "/tmp/baselines-test-%s.monitor.csv" % uuid.uuid4() - menv = Monitor(env, mon_file) - menv.reset() - for _ in range(1000): - _, _, done, _ = menv.step(0) - if done: - menv.reset() - - f = open(mon_file, 'rt') - - firstline = f.readline() - assert firstline.startswith('#') - metadata = json.loads(firstline[1:]) - assert metadata['env_id'] == "CartPole-v1" - assert set(metadata.keys()) == {'env_id', 't_start'}, "Incorrect keys in monitor metadata" - - last_logline = pandas.read_csv(f, index_col=None) - assert set(last_logline.keys()) == {'l', 't', 'r'}, "Incorrect keys in monitor logline" - f.close() - os.remove(mon_file) diff --git a/baselines/common/cmd_util.py b/baselines/common/cmd_util.py index 586480c..fb04dd0 100644 --- a/baselines/common/cmd_util.py +++ b/baselines/common/cmd_util.py @@ -17,26 +17,21 @@ from baselines.common.atari_wrappers import make_atari, wrap_deepmind from baselines.common.vec_env.subproc_vec_env import SubprocVecEnv from baselines.common.vec_env.dummy_vec_env import DummyVecEnv from baselines.common import retro_wrappers -from baselines.common.wrappers import ClipActionsWrapper def make_vec_env(env_id, env_type, num_env, seed, wrapper_kwargs=None, - env_kwargs=None, start_index=0, reward_scale=1.0, flatten_dict_observations=True, - gamestate=None, - initializer=None, - force_dummy=False): + gamestate=None): """ Create a wrapped, monitored SubprocVecEnv for Atari and MuJoCo. """ wrapper_kwargs = wrapper_kwargs or {} - env_kwargs = env_kwargs or {} mpi_rank = MPI.COMM_WORLD.Get_rank() if MPI else 0 seed = seed + 10000 * mpi_rank if seed is not None else None logger_dir = logger.get_dir() - def make_thunk(rank, initializer=None): + def make_thunk(rank): return lambda: make_env( env_id=env_id, env_type=env_type, @@ -47,30 +42,18 @@ def make_vec_env(env_id, env_type, num_env, seed, gamestate=gamestate, flatten_dict_observations=flatten_dict_observations, wrapper_kwargs=wrapper_kwargs, - env_kwargs=env_kwargs, - logger_dir=logger_dir, - initializer=initializer + logger_dir=logger_dir ) set_global_seeds(seed) - if not force_dummy and num_env > 1: - return SubprocVecEnv([make_thunk(i + start_index, initializer=initializer) for i in range(num_env)]) + if num_env > 1: + return SubprocVecEnv([make_thunk(i + start_index) for i in range(num_env)]) else: - return DummyVecEnv([make_thunk(i + start_index, initializer=None) for i in range(num_env)]) + return DummyVecEnv([make_thunk(start_index)]) -def make_env(env_id, env_type, mpi_rank=0, subrank=0, seed=None, reward_scale=1.0, gamestate=None, flatten_dict_observations=True, wrapper_kwargs=None, env_kwargs=None, logger_dir=None, initializer=None): - if initializer is not None: - initializer(mpi_rank=mpi_rank, subrank=subrank) - +def make_env(env_id, env_type, mpi_rank=0, subrank=0, seed=None, reward_scale=1.0, gamestate=None, flatten_dict_observations=True, wrapper_kwargs=None, logger_dir=None): wrapper_kwargs = wrapper_kwargs or {} - env_kwargs = env_kwargs or {} - if ':' in env_id: - import re - import importlib - module_name = re.sub(':.*','',env_id) - env_id = re.sub('.*:', '', env_id) - importlib.import_module(module_name) if env_type == 'atari': env = make_atari(env_id) elif env_type == 'retro': @@ -78,7 +61,7 @@ def make_env(env_id, env_type, mpi_rank=0, subrank=0, seed=None, reward_scale=1. gamestate = gamestate or retro.State.DEFAULT env = retro_wrappers.make_retro(game=env_id, max_episode_steps=10000, use_restricted_actions=retro.Actions.DISCRETE, state=gamestate) else: - env = gym.make(env_id, **env_kwargs) + env = gym.make(env_id) if flatten_dict_observations and isinstance(env.observation_space, gym.spaces.Dict): keys = env.observation_space.spaces.keys() @@ -89,7 +72,6 @@ def make_env(env_id, env_type, mpi_rank=0, subrank=0, seed=None, reward_scale=1. logger_dir and os.path.join(logger_dir, str(mpi_rank) + '.' + str(subrank)), allow_early_resets=True) - if env_type == 'atari': env = wrap_deepmind(env, **wrapper_kwargs) elif env_type == 'retro': @@ -97,9 +79,6 @@ def make_env(env_id, env_type, mpi_rank=0, subrank=0, seed=None, reward_scale=1. wrapper_kwargs['frame_stack'] = 1 env = retro_wrappers.wrap_deepmind_retro(env, **wrapper_kwargs) - if isinstance(env.action_space, gym.spaces.Box): - env = ClipActionsWrapper(env) - if reward_scale != 1: env = retro_wrappers.RewardScaler(env, reward_scale) diff --git a/baselines/common/distributions.py b/baselines/common/distributions.py index 0b5fc76..c58db7f 100644 --- a/baselines/common/distributions.py +++ b/baselines/common/distributions.py @@ -1,8 +1,6 @@ import tensorflow as tf import numpy as np -import baselines.common.tf_util as U from baselines.a2c.utils import fc -from tensorflow.python.ops import math_ops class Pd(object): """ @@ -31,7 +29,7 @@ class Pd(object): def __getitem__(self, idx): return self.__class__(self.flatparam()[idx]) -class PdType(object): +class PdType(tf.Module): """ Parametrized family of probability distributions """ @@ -39,7 +37,7 @@ class PdType(object): raise NotImplementedError def pdfromflat(self, flat): return self.pdclass()(flat) - def pdfromlatent(self, latent_vector, init_scale, init_bias): + def pdfromlatent(self, latent_vector): raise NotImplementedError def param_shape(self): raise NotImplementedError @@ -48,21 +46,18 @@ class PdType(object): def sample_dtype(self): raise NotImplementedError - def param_placeholder(self, prepend_shape, name=None): - return tf.placeholder(dtype=tf.float32, shape=prepend_shape+self.param_shape(), name=name) - def sample_placeholder(self, prepend_shape, name=None): - return tf.placeholder(dtype=self.sample_dtype(), shape=prepend_shape+self.sample_shape(), name=name) - def __eq__(self, other): return (type(self) == type(other)) and (self.__dict__ == other.__dict__) class CategoricalPdType(PdType): - def __init__(self, ncat): + def __init__(self, latent_shape, ncat, init_scale=1.0, init_bias=0.0): self.ncat = ncat + self.matching_fc = _matching_fc(latent_shape, 'pi', self.ncat, init_scale=init_scale, init_bias=init_bias) + def pdclass(self): return CategoricalPd - def pdfromlatent(self, latent_vector, init_scale=1.0, init_bias=0.0): - pdparam = _matching_fc(latent_vector, 'pi', self.ncat, init_scale=init_scale, init_bias=init_bias) + def pdfromlatent(self, latent_vector): + pdparam = self.matching_fc(latent_vector) return self.pdfromflat(pdparam), pdparam def param_shape(self): @@ -72,37 +67,18 @@ class CategoricalPdType(PdType): def sample_dtype(self): return tf.int32 - -class MultiCategoricalPdType(PdType): - def __init__(self, nvec): - self.ncats = nvec.astype('int32') - assert (self.ncats > 0).all() - def pdclass(self): - return MultiCategoricalPd - def pdfromflat(self, flat): - return MultiCategoricalPd(self.ncats, flat) - - def pdfromlatent(self, latent, init_scale=1.0, init_bias=0.0): - pdparam = _matching_fc(latent, 'pi', self.ncats.sum(), init_scale=init_scale, init_bias=init_bias) - return self.pdfromflat(pdparam), pdparam - - def param_shape(self): - return [sum(self.ncats)] - def sample_shape(self): - return [len(self.ncats)] - def sample_dtype(self): - return tf.int32 - class DiagGaussianPdType(PdType): - def __init__(self, size): + def __init__(self, latent_shape, size, init_scale=1.0, init_bias=0.0): self.size = size + self.matching_fc = _matching_fc(latent_shape, 'pi', self.size, init_scale=init_scale, init_bias=init_bias) + self.logstd = tf.Variable(np.zeros((1, self.size)), name='pi/logstd', dtype=tf.float32) + def pdclass(self): return DiagGaussianPd - def pdfromlatent(self, latent_vector, init_scale=1.0, init_bias=0.0): - mean = _matching_fc(latent_vector, 'pi', self.size, init_scale=init_scale, init_bias=init_bias) - logstd = tf.get_variable(name='pi/logstd', shape=[1, self.size], initializer=tf.zeros_initializer()) - pdparam = tf.concat([mean, mean * 0.0 + logstd], axis=1) + def pdfromlatent(self, latent_vector): + mean = self.matching_fc(latent_vector) + pdparam = tf.concat([mean, mean * 0.0 + self.logstd], axis=1) return self.pdfromflat(pdparam), mean def param_shape(self): @@ -112,43 +88,6 @@ class DiagGaussianPdType(PdType): def sample_dtype(self): return tf.float32 -class BernoulliPdType(PdType): - def __init__(self, size): - self.size = size - def pdclass(self): - return BernoulliPd - def param_shape(self): - return [self.size] - def sample_shape(self): - return [self.size] - def sample_dtype(self): - return tf.int32 - def pdfromlatent(self, latent_vector, init_scale=1.0, init_bias=0.0): - pdparam = _matching_fc(latent_vector, 'pi', self.size, init_scale=init_scale, init_bias=init_bias) - return self.pdfromflat(pdparam), pdparam - -# WRONG SECOND DERIVATIVES -# class CategoricalPd(Pd): -# def __init__(self, logits): -# self.logits = logits -# self.ps = tf.nn.softmax(logits) -# @classmethod -# def fromflat(cls, flat): -# return cls(flat) -# def flatparam(self): -# return self.logits -# def mode(self): -# return U.argmax(self.logits, axis=-1) -# def logp(self, x): -# return -tf.nn.sparse_softmax_cross_entropy_with_logits(self.logits, x) -# def kl(self, other): -# return tf.nn.softmax_cross_entropy_with_logits(other.logits, self.ps) \ -# - tf.nn.softmax_cross_entropy_with_logits(self.logits, self.ps) -# def entropy(self): -# return tf.nn.softmax_cross_entropy_with_logits(self.logits, self.ps) -# def sample(self): -# u = tf.random_uniform(tf.shape(self.logits)) -# return U.argmax(self.logits - tf.log(-tf.log(u)), axis=-1) class CategoricalPd(Pd): def __init__(self, logits): @@ -161,6 +100,7 @@ class CategoricalPd(Pd): @property def mean(self): return tf.nn.softmax(self.logits) + def neglogp(self, x): # return tf.nn.sparse_softmax_cross_entropy_with_logits(logits=self.logits, labels=x) # Note: we can't use sparse_softmax_cross_entropy_with_logits because @@ -176,11 +116,11 @@ class CategoricalPd(Pd): x = tf.one_hot(x, self.logits.get_shape().as_list()[-1]) else: # already encoded + print('logits is {}'.format(self.logits)) assert x.shape.as_list() == self.logits.shape.as_list() - return tf.nn.softmax_cross_entropy_with_logits_v2( - logits=self.logits, - labels=x) + return tf.nn.softmax_cross_entropy_with_logits(logits=self.logits, labels=x) + def kl(self, other): a0 = self.logits - tf.reduce_max(self.logits, axis=-1, keepdims=True) a1 = other.logits - tf.reduce_max(other.logits, axis=-1, keepdims=True) @@ -189,41 +129,20 @@ class CategoricalPd(Pd): z0 = tf.reduce_sum(ea0, axis=-1, keepdims=True) z1 = tf.reduce_sum(ea1, axis=-1, keepdims=True) p0 = ea0 / z0 - return tf.reduce_sum(p0 * (a0 - tf.log(z0) - a1 + tf.log(z1)), axis=-1) + return tf.reduce_sum(p0 * (a0 - tf.math.log(z0) - a1 + tf.math.log(z1)), axis=-1) def entropy(self): a0 = self.logits - tf.reduce_max(self.logits, axis=-1, keepdims=True) ea0 = tf.exp(a0) z0 = tf.reduce_sum(ea0, axis=-1, keepdims=True) p0 = ea0 / z0 - return tf.reduce_sum(p0 * (tf.log(z0) - a0), axis=-1) + return tf.reduce_sum(p0 * (tf.math.log(z0) - a0), axis=-1) def sample(self): - u = tf.random_uniform(tf.shape(self.logits), dtype=self.logits.dtype) - return tf.argmax(self.logits - tf.log(-tf.log(u)), axis=-1) + u = tf.random.uniform(tf.shape(self.logits), dtype=self.logits.dtype, seed=0) + return tf.argmax(self.logits - tf.math.log(-tf.math.log(u)), axis=-1) @classmethod def fromflat(cls, flat): return cls(flat) -class MultiCategoricalPd(Pd): - def __init__(self, nvec, flat): - self.flat = flat - self.categoricals = list(map(CategoricalPd, - tf.split(flat, np.array(nvec, dtype=np.int32), axis=-1))) - def flatparam(self): - return self.flat - def mode(self): - return tf.cast(tf.stack([p.mode() for p in self.categoricals], axis=-1), tf.int32) - def neglogp(self, x): - return tf.add_n([p.neglogp(px) for p, px in zip(self.categoricals, tf.unstack(x, axis=-1))]) - def kl(self, other): - return tf.add_n([p.kl(q) for p, q in zip(self.categoricals, other.categoricals)]) - def entropy(self): - return tf.add_n([p.entropy() for p in self.categoricals]) - def sample(self): - return tf.cast(tf.stack([p.sample() for p in self.categoricals], axis=-1), tf.int32) - @classmethod - def fromflat(cls, flat): - raise NotImplementedError - class DiagGaussianPd(Pd): def __init__(self, flat): self.flat = flat @@ -237,7 +156,7 @@ class DiagGaussianPd(Pd): return self.mean def neglogp(self, x): return 0.5 * tf.reduce_sum(tf.square((x - self.mean) / self.std), axis=-1) \ - + 0.5 * np.log(2.0 * np.pi) * tf.to_float(tf.shape(x)[-1]) \ + + 0.5 * np.log(2.0 * np.pi) * tf.cast(tf.shape(x)[-1], dtype=tf.float32) \ + tf.reduce_sum(self.logstd, axis=-1) def kl(self, other): assert isinstance(other, DiagGaussianPd) @@ -245,111 +164,23 @@ class DiagGaussianPd(Pd): def entropy(self): return tf.reduce_sum(self.logstd + .5 * np.log(2.0 * np.pi * np.e), axis=-1) def sample(self): - return self.mean + self.std * tf.random_normal(tf.shape(self.mean)) + return self.mean + self.std * tf.random.normal(tf.shape(self.mean)) @classmethod def fromflat(cls, flat): return cls(flat) - -class BernoulliPd(Pd): - def __init__(self, logits): - self.logits = logits - self.ps = tf.sigmoid(logits) - def flatparam(self): - return self.logits - @property - def mean(self): - return self.ps - def mode(self): - return tf.round(self.ps) - def neglogp(self, x): - return tf.reduce_sum(tf.nn.sigmoid_cross_entropy_with_logits(logits=self.logits, labels=tf.to_float(x)), axis=-1) - def kl(self, other): - return tf.reduce_sum(tf.nn.sigmoid_cross_entropy_with_logits(logits=other.logits, labels=self.ps), axis=-1) - tf.reduce_sum(tf.nn.sigmoid_cross_entropy_with_logits(logits=self.logits, labels=self.ps), axis=-1) - def entropy(self): - return tf.reduce_sum(tf.nn.sigmoid_cross_entropy_with_logits(logits=self.logits, labels=self.ps), axis=-1) - def sample(self): - u = tf.random_uniform(tf.shape(self.ps)) - return tf.to_float(math_ops.less(u, self.ps)) - @classmethod - def fromflat(cls, flat): - return cls(flat) - -def make_pdtype(ac_space): +def make_pdtype(latent_shape, ac_space, init_scale=1.0): from gym import spaces if isinstance(ac_space, spaces.Box): assert len(ac_space.shape) == 1 - return DiagGaussianPdType(ac_space.shape[0]) + return DiagGaussianPdType(latent_shape, ac_space.shape[0], init_scale) elif isinstance(ac_space, spaces.Discrete): - return CategoricalPdType(ac_space.n) - elif isinstance(ac_space, spaces.MultiDiscrete): - return MultiCategoricalPdType(ac_space.nvec) - elif isinstance(ac_space, spaces.MultiBinary): - return BernoulliPdType(ac_space.n) + return CategoricalPdType(latent_shape, ac_space.n, init_scale) else: - raise NotImplementedError + raise ValueError('No implementation for {}'.format(ac_space)) -def shape_el(v, i): - maybe = v.get_shape()[i] - if maybe is not None: - return maybe +def _matching_fc(tensor_shape, name, size, init_scale, init_bias): + if tensor_shape[-1] == size: + return lambda x: x else: - return tf.shape(v)[i] - -@U.in_session -def test_probtypes(): - np.random.seed(0) - - pdparam_diag_gauss = np.array([-.2, .3, .4, -.5, .1, -.5, .1, 0.8]) - diag_gauss = DiagGaussianPdType(pdparam_diag_gauss.size // 2) #pylint: disable=E1101 - validate_probtype(diag_gauss, pdparam_diag_gauss) - - pdparam_categorical = np.array([-.2, .3, .5]) - categorical = CategoricalPdType(pdparam_categorical.size) #pylint: disable=E1101 - validate_probtype(categorical, pdparam_categorical) - - nvec = [1,2,3] - pdparam_multicategorical = np.array([-.2, .3, .5, .1, 1, -.1]) - multicategorical = MultiCategoricalPdType(nvec) #pylint: disable=E1101 - validate_probtype(multicategorical, pdparam_multicategorical) - - pdparam_bernoulli = np.array([-.2, .3, .5]) - bernoulli = BernoulliPdType(pdparam_bernoulli.size) #pylint: disable=E1101 - validate_probtype(bernoulli, pdparam_bernoulli) - - -def validate_probtype(probtype, pdparam): - N = 100000 - # Check to see if mean negative log likelihood == differential entropy - Mval = np.repeat(pdparam[None, :], N, axis=0) - M = probtype.param_placeholder([N]) - X = probtype.sample_placeholder([N]) - pd = probtype.pdfromflat(M) - calcloglik = U.function([X, M], pd.logp(X)) - calcent = U.function([M], pd.entropy()) - Xval = tf.get_default_session().run(pd.sample(), feed_dict={M:Mval}) - logliks = calcloglik(Xval, Mval) - entval_ll = - logliks.mean() #pylint: disable=E1101 - entval_ll_stderr = logliks.std() / np.sqrt(N) #pylint: disable=E1101 - entval = calcent(Mval).mean() #pylint: disable=E1101 - assert np.abs(entval - entval_ll) < 3 * entval_ll_stderr # within 3 sigmas - - # Check to see if kldiv[p,q] = - ent[p] - E_p[log q] - M2 = probtype.param_placeholder([N]) - pd2 = probtype.pdfromflat(M2) - q = pdparam + np.random.randn(pdparam.size) * 0.1 - Mval2 = np.repeat(q[None, :], N, axis=0) - calckl = U.function([M, M2], pd.kl(pd2)) - klval = calckl(Mval, Mval2).mean() #pylint: disable=E1101 - logliks = calcloglik(Xval, Mval2) - klval_ll = - entval - logliks.mean() #pylint: disable=E1101 - klval_ll_stderr = logliks.std() / np.sqrt(N) #pylint: disable=E1101 - assert np.abs(klval - klval_ll) < 3 * klval_ll_stderr # within 3 sigmas - print('ok on', probtype, pdparam) - - -def _matching_fc(tensor, name, size, init_scale, init_bias): - if tensor.shape[-1] == size: - return tensor - else: - return fc(tensor, name, size, init_scale=init_scale, init_bias=init_bias) + return fc(tensor_shape, name, size, init_scale=init_scale, init_bias=init_bias) diff --git a/baselines/common/input.py b/baselines/common/input.py deleted file mode 100644 index ebaf30a..0000000 --- a/baselines/common/input.py +++ /dev/null @@ -1,64 +0,0 @@ -import numpy as np -import tensorflow as tf -from gym.spaces import Discrete, Box, MultiDiscrete - -def observation_placeholder(ob_space, batch_size=None, name='Ob'): - ''' - Create placeholder to feed observations into of the size appropriate to the observation space - - Parameters: - ---------- - - ob_space: gym.Space observation space - - batch_size: int size of the batch to be fed into input. Can be left None in most cases. - - name: str name of the placeholder - - Returns: - ------- - - tensorflow placeholder tensor - ''' - - assert isinstance(ob_space, Discrete) or isinstance(ob_space, Box) or isinstance(ob_space, MultiDiscrete), \ - 'Can only deal with Discrete and Box observation spaces for now' - - dtype = ob_space.dtype - if dtype == np.int8: - dtype = np.uint8 - - return tf.placeholder(shape=(batch_size,) + ob_space.shape, dtype=dtype, name=name) - - -def observation_input(ob_space, batch_size=None, name='Ob'): - ''' - Create placeholder to feed observations into of the size appropriate to the observation space, and add input - encoder of the appropriate type. - ''' - - placeholder = observation_placeholder(ob_space, batch_size, name) - return placeholder, encode_observation(ob_space, placeholder) - -def encode_observation(ob_space, placeholder): - ''' - Encode input in the way that is appropriate to the observation space - - Parameters: - ---------- - - ob_space: gym.Space observation space - - placeholder: tf.placeholder observation input placeholder - ''' - if isinstance(ob_space, Discrete): - return tf.to_float(tf.one_hot(placeholder, ob_space.n)) - elif isinstance(ob_space, Box): - return tf.to_float(placeholder) - elif isinstance(ob_space, MultiDiscrete): - placeholder = tf.cast(placeholder, tf.int32) - one_hots = [tf.to_float(tf.one_hot(placeholder[..., i], ob_space.nvec[i])) for i in range(placeholder.shape[-1])] - return tf.concat(one_hots, axis=-1) - else: - raise NotImplementedError - diff --git a/baselines/common/misc_util.py b/baselines/common/misc_util.py index 48bc3de..96ab3ca 100644 --- a/baselines/common/misc_util.py +++ b/baselines/common/misc_util.py @@ -55,7 +55,7 @@ def set_global_seeds(i): myseed = i + 1000 * rank if i is not None else None try: import tensorflow as tf - tf.set_random_seed(myseed) + tf.random.set_seed(myseed) except ImportError: pass np.random.seed(myseed) diff --git a/baselines/common/models.py b/baselines/common/models.py index a6fe467..21e1da1 100644 --- a/baselines/common/models.py +++ b/baselines/common/models.py @@ -1,8 +1,6 @@ import numpy as np import tensorflow as tf -from baselines.a2c import utils -from baselines.a2c.utils import conv, fc, conv_to_fc, batch_to_seq, seq_to_batch -from baselines.common.mpi_running_mean_std import RunningMeanStd +from baselines.a2c.utils import ortho_init, conv mapping = {} @@ -12,67 +10,26 @@ def register(name): return func return _thunk -def nature_cnn(unscaled_images, **conv_kwargs): + +def nature_cnn(input_shape, **conv_kwargs): """ CNN from Nature paper. """ - scaled_images = tf.cast(unscaled_images, tf.float32) / 255. - activ = tf.nn.relu - h = activ(conv(scaled_images, 'c1', nf=32, rf=8, stride=4, init_scale=np.sqrt(2), - **conv_kwargs)) - h2 = activ(conv(h, 'c2', nf=64, rf=4, stride=2, init_scale=np.sqrt(2), **conv_kwargs)) - h3 = activ(conv(h2, 'c3', nf=64, rf=3, stride=1, init_scale=np.sqrt(2), **conv_kwargs)) - h3 = conv_to_fc(h3) - return activ(fc(h3, 'fc1', nh=512, init_scale=np.sqrt(2))) - -def build_impala_cnn(unscaled_images, depths=[16,32,32], **conv_kwargs): - """ - Model used in the paper "IMPALA: Scalable Distributed Deep-RL with - Importance Weighted Actor-Learner Architectures" https://arxiv.org/abs/1802.01561 - """ - - layer_num = 0 - - def get_layer_num_str(): - nonlocal layer_num - num_str = str(layer_num) - layer_num += 1 - return num_str - - def conv_layer(out, depth): - return tf.layers.conv2d(out, depth, 3, padding='same', name='layer_' + get_layer_num_str()) - - def residual_block(inputs): - depth = inputs.get_shape()[-1].value - - out = tf.nn.relu(inputs) - - out = conv_layer(out, depth) - out = tf.nn.relu(out) - out = conv_layer(out, depth) - return out + inputs - - def conv_sequence(inputs, depth): - out = conv_layer(inputs, depth) - out = tf.layers.max_pooling2d(out, pool_size=3, strides=2, padding='same') - out = residual_block(out) - out = residual_block(out) - return out - - out = tf.cast(unscaled_images, tf.float32) / 255. - - for depth in depths: - out = conv_sequence(out, depth) - - out = tf.layers.flatten(out) - out = tf.nn.relu(out) - out = tf.layers.dense(out, 256, activation=tf.nn.relu, name='layer_' + get_layer_num_str()) - - return out - + print('input shape is {}'.format(input_shape)) + x_input = tf.keras.Input(shape=input_shape, dtype=tf.uint8) + h = x_input + h = tf.cast(h, tf.float32) / 255. + h = conv('c1', nf=32, rf=8, stride=4, activation='relu', init_scale=np.sqrt(2))(h) + h2 = conv('c2', nf=64, rf=4, stride=2, activation='relu', init_scale=np.sqrt(2))(h) + h3 = conv('c3', nf=64, rf=3, stride=1, activation='relu', init_scale=np.sqrt(2))(h2) + h3 = tf.keras.layers.Flatten()(h3) + h3 = tf.keras.layers.Dense(units=512, kernel_initializer=ortho_init(np.sqrt(2)), + name='fc1', activation='relu')(h3) + network = tf.keras.Model(inputs=[x_input], outputs=[h3]) + return network @register("mlp") -def mlp(num_layers=2, num_hidden=64, activation=tf.tanh, layer_norm=False): +def mlp(num_layers=2, num_hidden=64, activation=tf.tanh): """ Stack of fully-connected layers to be used in a policy / q-function approximator @@ -90,169 +47,54 @@ def mlp(num_layers=2, num_hidden=64, activation=tf.tanh, layer_norm=False): function that builds fully connected network with a given input tensor / placeholder """ - def network_fn(X): - h = tf.layers.flatten(X) + def network_fn(input_shape): + print('input shape is {}'.format(input_shape)) + x_input = tf.keras.Input(shape=input_shape) + # h = tf.keras.layers.Flatten(x_input) + h = x_input for i in range(num_layers): - h = fc(h, 'mlp_fc{}'.format(i), nh=num_hidden, init_scale=np.sqrt(2)) - if layer_norm: - h = tf.contrib.layers.layer_norm(h, center=True, scale=True) - h = activation(h) + h = tf.keras.layers.Dense(units=num_hidden, kernel_initializer=ortho_init(np.sqrt(2)), + name='mlp_fc{}'.format(i), activation=activation)(h) - return h + network = tf.keras.Model(inputs=[x_input], outputs=[h]) + return network return network_fn @register("cnn") def cnn(**conv_kwargs): - def network_fn(X): - return nature_cnn(X, **conv_kwargs) + def network_fn(input_shape): + return nature_cnn(input_shape, **conv_kwargs) return network_fn -@register("impala_cnn") -def impala_cnn(**conv_kwargs): - def network_fn(X): - return build_impala_cnn(X) - return network_fn - -@register("cnn_small") -def cnn_small(**conv_kwargs): - def network_fn(X): - h = tf.cast(X, tf.float32) / 255. - - activ = tf.nn.relu - h = activ(conv(h, 'c1', nf=8, rf=8, stride=4, init_scale=np.sqrt(2), **conv_kwargs)) - h = activ(conv(h, 'c2', nf=16, rf=4, stride=2, init_scale=np.sqrt(2), **conv_kwargs)) - h = conv_to_fc(h) - h = activ(fc(h, 'fc1', nh=128, init_scale=np.sqrt(2))) - return h - return network_fn - -@register("lstm") -def lstm(nlstm=128, layer_norm=False): - """ - Builds LSTM (Long-Short Term Memory) network to be used in a policy. - Note that the resulting function returns not only the output of the LSTM - (i.e. hidden state of lstm for each step in the sequence), but also a dictionary - with auxiliary tensors to be set as policy attributes. - - Specifically, - S is a placeholder to feed current state (LSTM state has to be managed outside policy) - M is a placeholder for the mask (used to mask out observations after the end of the episode, but can be used for other purposes too) - initial_state is a numpy array containing initial lstm state (usually zeros) - state is the output LSTM state (to be fed into S at the next call) - - - An example of usage of lstm-based policy can be found here: common/tests/test_doc_examples.py/test_lstm_example - - Parameters: - ---------- - - nlstm: int LSTM hidden state size - - layer_norm: bool if True, layer-normalized version of LSTM is used - - Returns: - ------- - - function that builds LSTM with a given input tensor / placeholder - """ - - def network_fn(X, nenv=1): - nbatch = X.shape[0] - nsteps = nbatch // nenv - - h = tf.layers.flatten(X) - - M = tf.placeholder(tf.float32, [nbatch]) #mask (done t-1) - S = tf.placeholder(tf.float32, [nenv, 2*nlstm]) #states - - xs = batch_to_seq(h, nenv, nsteps) - ms = batch_to_seq(M, nenv, nsteps) - - if layer_norm: - h5, snew = utils.lnlstm(xs, ms, S, scope='lnlstm', nh=nlstm) - else: - h5, snew = utils.lstm(xs, ms, S, scope='lstm', nh=nlstm) - - h = seq_to_batch(h5) - initial_state = np.zeros(S.shape.as_list(), dtype=float) - - return h, {'S':S, 'M':M, 'state':snew, 'initial_state':initial_state} - - return network_fn - - -@register("cnn_lstm") -def cnn_lstm(nlstm=128, layer_norm=False, conv_fn=nature_cnn, **conv_kwargs): - def network_fn(X, nenv=1): - nbatch = X.shape[0] - nsteps = nbatch // nenv - - h = conv_fn(X, **conv_kwargs) - - M = tf.placeholder(tf.float32, [nbatch]) #mask (done t-1) - S = tf.placeholder(tf.float32, [nenv, 2*nlstm]) #states - - xs = batch_to_seq(h, nenv, nsteps) - ms = batch_to_seq(M, nenv, nsteps) - - if layer_norm: - h5, snew = utils.lnlstm(xs, ms, S, scope='lnlstm', nh=nlstm) - else: - h5, snew = utils.lstm(xs, ms, S, scope='lstm', nh=nlstm) - - h = seq_to_batch(h5) - initial_state = np.zeros(S.shape.as_list(), dtype=float) - - return h, {'S':S, 'M':M, 'state':snew, 'initial_state':initial_state} - - return network_fn - -@register("impala_cnn_lstm") -def impala_cnn_lstm(): - return cnn_lstm(nlstm=256, conv_fn=build_impala_cnn) - -@register("cnn_lnlstm") -def cnn_lnlstm(nlstm=128, **conv_kwargs): - return cnn_lstm(nlstm, layer_norm=True, **conv_kwargs) - @register("conv_only") def conv_only(convs=[(32, 8, 4), (64, 4, 2), (64, 3, 1)], **conv_kwargs): ''' convolutions-only net - Parameters: ---------- - conv: list of triples (filter_number, filter_size, stride) specifying parameters for each layer. - Returns: - function that takes tensorflow tensor as input and returns the output of the last convolutional layer - ''' - def network_fn(X): - out = tf.cast(X, tf.float32) / 255. - with tf.variable_scope("convnet"): + def network_fn(input_shape): + print('input shape is {}'.format(input_shape)) + x_input = tf.keras.Input(shape=input_shape, dtype=tf.uint8) + h = x_input + h = tf.cast(h, tf.float32) / 255. + with tf.name_scope("convnet"): for num_outputs, kernel_size, stride in convs: - out = tf.contrib.layers.convolution2d(out, - num_outputs=num_outputs, - kernel_size=kernel_size, - stride=stride, - activation_fn=tf.nn.relu, - **conv_kwargs) + h = tf.keras.layers.Conv2D( + filters=num_outputs, kernel_size=kernel_size, strides=stride, + activation='relu', **conv_kwargs)(h) - return out + network = tf.keras.Model(inputs=[x_input], outputs=[h]) + return network return network_fn -def _normalize_clip_observation(x, clip_range=[-5.0, 5.0]): - rms = RunningMeanStd(shape=x.shape[1:]) - norm_x = tf.clip_by_value((x - rms.mean) / rms.std, min(clip_range), max(clip_range)) - return norm_x, rms - def get_network_builder(name): """ diff --git a/baselines/common/mpi_adam.py b/baselines/common/mpi_adam.py index 10f1195..ccda451 100644 --- a/baselines/common/mpi_adam.py +++ b/baselines/common/mpi_adam.py @@ -1,5 +1,4 @@ import baselines.common.tf_util as U -import tensorflow as tf import numpy as np try: from mpi4py import MPI @@ -59,45 +58,3 @@ class MpiAdam(object): thetaroot = np.empty_like(thetalocal) self.comm.Bcast(thetaroot, root=0) assert (thetaroot == thetalocal).all(), (thetaroot, thetalocal) - -@U.in_session -def test_MpiAdam(): - np.random.seed(0) - tf.set_random_seed(0) - - a = tf.Variable(np.random.randn(3).astype('float32')) - b = tf.Variable(np.random.randn(2,5).astype('float32')) - loss = tf.reduce_sum(tf.square(a)) + tf.reduce_sum(tf.sin(b)) - - stepsize = 1e-2 - update_op = tf.train.AdamOptimizer(stepsize).minimize(loss) - do_update = U.function([], loss, updates=[update_op]) - - tf.get_default_session().run(tf.global_variables_initializer()) - losslist_ref = [] - for i in range(10): - l = do_update() - print(i, l) - losslist_ref.append(l) - - - - tf.set_random_seed(0) - tf.get_default_session().run(tf.global_variables_initializer()) - - var_list = [a,b] - lossandgrad = U.function([], [loss, U.flatgrad(loss, var_list)]) - adam = MpiAdam(var_list) - - losslist_test = [] - for i in range(10): - l,g = lossandgrad() - adam.update(g, stepsize) - print(i,l) - losslist_test.append(l) - - np.testing.assert_allclose(np.array(losslist_ref), np.array(losslist_test), atol=1e-4) - - -if __name__ == '__main__': - test_MpiAdam() diff --git a/baselines/common/mpi_adam_optimizer.py b/baselines/common/mpi_adam_optimizer.py index 32d9453..da710ea 100644 --- a/baselines/common/mpi_adam_optimizer.py +++ b/baselines/common/mpi_adam_optimizer.py @@ -1,54 +1,46 @@ import numpy as np import tensorflow as tf -from baselines.common import tf_util as U from baselines.common.tests.test_with_mpi import with_mpi -from baselines import logger try: from mpi4py import MPI except ImportError: MPI = None -class MpiAdamOptimizer(tf.train.AdamOptimizer): +class MpiAdamOptimizer(tf.Module): """Adam optimizer that averages gradients across mpi processes.""" - def __init__(self, comm, grad_clip=None, mpi_rank_weight=1, **kwargs): + def __init__(self, comm, var_list): + self.var_list = var_list self.comm = comm - self.grad_clip = grad_clip - self.mpi_rank_weight = mpi_rank_weight - tf.train.AdamOptimizer.__init__(self, **kwargs) - def compute_gradients(self, loss, var_list, **kwargs): - grads_and_vars = tf.train.AdamOptimizer.compute_gradients(self, loss, var_list, **kwargs) - grads_and_vars = [(g, v) for g, v in grads_and_vars if g is not None] - flat_grad = tf.concat([tf.reshape(g, (-1,)) for g, v in grads_and_vars], axis=0) * self.mpi_rank_weight - shapes = [v.shape.as_list() for g, v in grads_and_vars] - sizes = [int(np.prod(s)) for s in shapes] + self.beta1 = 0.9 + self.beta2 = 0.999 + self.epsilon = 1e-08 + self.t = tf.Variable(0, name='step', dtype=tf.int32) + var_shapes = [v.shape.as_list() for v in var_list] + self.var_sizes = [int(np.prod(s)) for s in var_shapes] + self.flat_var_size = sum(self.var_sizes) + self.m = tf.Variable(np.zeros(self.flat_var_size, 'float32')) + self.v = tf.Variable(np.zeros(self.flat_var_size, 'float32')) - total_weight = np.zeros(1, np.float32) - self.comm.Allreduce(np.array([self.mpi_rank_weight], dtype=np.float32), total_weight, op=MPI.SUM) - total_weight = total_weight[0] + def apply_gradients(self, flat_grad, lr): + buf = np.zeros(self.flat_var_size, np.float32) + self.comm.Allreduce(flat_grad.numpy(), buf, op=MPI.SUM) + avg_flat_grad = np.divide(buf, float(self.comm.Get_size())) + self._apply_gradients(tf.constant(avg_flat_grad), lr) + if self.t.numpy() % 100 == 0: + check_synced(tf.reduce_sum(self.var_list[0]).numpy()) - buf = np.zeros(sum(sizes), np.float32) - countholder = [0] # Counts how many times _collect_grads has been called - stat = tf.reduce_sum(grads_and_vars[0][1]) # sum of first variable - def _collect_grads(flat_grad, np_stat): - if self.grad_clip is not None: - gradnorm = np.linalg.norm(flat_grad) - if gradnorm > 1: - flat_grad /= gradnorm - logger.logkv_mean('gradnorm', gradnorm) - logger.logkv_mean('gradclipfrac', float(gradnorm > 1)) - self.comm.Allreduce(flat_grad, buf, op=MPI.SUM) - np.divide(buf, float(total_weight), out=buf) - if countholder[0] % 100 == 0: - check_synced(np_stat, self.comm) - countholder[0] += 1 - return buf + @tf.function + def _apply_gradients(self, avg_flat_grad, lr): + self.t.assign_add(1) + t = tf.cast(self.t, tf.float32) + a = lr * tf.math.sqrt(1 - tf.math.pow(self.beta2, t)) / (1 - tf.math.pow(self.beta1, t)) + self.m.assign(self.beta1 * self.m + (1 - self.beta1) * avg_flat_grad) + self.v.assign(self.beta2 * self.v + (1 - self.beta2) * tf.math.square(avg_flat_grad)) + flat_step = (- a) * self.m / (tf.math.sqrt(self.v) + self.epsilon) + var_steps = tf.split(flat_step, self.var_sizes, axis=0) + for var_step, var in zip(var_steps, self.var_list): + var.assign_add(tf.reshape(var_step, var.shape)) - avg_flat_grad = tf.py_func(_collect_grads, [flat_grad, stat], tf.float32) - avg_flat_grad.set_shape(flat_grad.shape) - avg_grads = tf.split(avg_flat_grad, sizes, axis=0) - avg_grads_and_vars = [(tf.reshape(g, v.shape), v) - for g, (_, v) in zip(avg_grads, grads_and_vars)] - return avg_grads_and_vars def check_synced(localval, comm=None): """ @@ -66,25 +58,3 @@ def check_synced(localval, comm=None): if comm.rank == 0: assert all(val==vals[0] for val in vals[1:]),\ 'MpiAdamOptimizer detected that different workers have different weights: {}'.format(vals) - -@with_mpi(timeout=5) -def test_nonfreeze(): - np.random.seed(0) - tf.set_random_seed(0) - - a = tf.Variable(np.random.randn(3).astype('float32')) - b = tf.Variable(np.random.randn(2,5).astype('float32')) - loss = tf.reduce_sum(tf.square(a)) + tf.reduce_sum(tf.sin(b)) - - stepsize = 1e-2 - # for some reason the session config with inter_op_parallelism_threads was causing - # nested sess.run calls to freeze - config = tf.ConfigProto(inter_op_parallelism_threads=1) - sess = U.get_session(config=config) - update_op = MpiAdamOptimizer(comm=MPI.COMM_WORLD, learning_rate=stepsize).minimize(loss) - sess.run(tf.global_variables_initializer()) - losslist_ref = [] - for i in range(100): - l,_ = sess.run([loss, update_op]) - print(i, l) - losslist_ref.append(l) diff --git a/baselines/common/mpi_running_mean_std.py b/baselines/common/mpi_running_mean_std.py index 488d2a1..51ee359 100644 --- a/baselines/common/mpi_running_mean_std.py +++ b/baselines/common/mpi_running_mean_std.py @@ -3,110 +3,54 @@ try: except ImportError: MPI = None -import tensorflow as tf, baselines.common.tf_util as U, numpy as np +import tensorflow as tf, numpy as np -class RunningMeanStd(object): +class RunningMeanStd(tf.Module): # https://en.wikipedia.org/wiki/Algorithms_for_calculating_variance#Parallel_algorithm - def __init__(self, epsilon=1e-2, shape=()): + def __init__(self, epsilon=1e-2, shape=(), default_clip_range=np.inf): - self._sum = tf.get_variable( + self._sum = tf.Variable( + initial_value=np.zeros(shape=shape, dtype=np.float64), dtype=tf.float64, - shape=shape, - initializer=tf.constant_initializer(0.0), name="runningsum", trainable=False) - self._sumsq = tf.get_variable( + self._sumsq = tf.Variable( + initial_value=np.full(shape=shape, fill_value=epsilon, dtype=np.float64), dtype=tf.float64, - shape=shape, - initializer=tf.constant_initializer(epsilon), name="runningsumsq", trainable=False) - self._count = tf.get_variable( + self._count = tf.Variable( + initial_value=epsilon, dtype=tf.float64, - shape=(), - initializer=tf.constant_initializer(epsilon), name="count", trainable=False) self.shape = shape - - self.mean = tf.to_float(self._sum / self._count) - self.std = tf.sqrt( tf.maximum( tf.to_float(self._sumsq / self._count) - tf.square(self.mean) , 1e-2 )) - - newsum = tf.placeholder(shape=self.shape, dtype=tf.float64, name='sum') - newsumsq = tf.placeholder(shape=self.shape, dtype=tf.float64, name='var') - newcount = tf.placeholder(shape=[], dtype=tf.float64, name='count') - self.incfiltparams = U.function([newsum, newsumsq, newcount], [], - updates=[tf.assign_add(self._sum, newsum), - tf.assign_add(self._sumsq, newsumsq), - tf.assign_add(self._count, newcount)]) - + self.epsilon = epsilon + self.default_clip_range = default_clip_range def update(self, x): x = x.astype('float64') n = int(np.prod(self.shape)) - totalvec = np.zeros(n*2+1, 'float64') addvec = np.concatenate([x.sum(axis=0).ravel(), np.square(x).sum(axis=0).ravel(), np.array([len(x)],dtype='float64')]) + totalvec = np.zeros(n*2+1, 'float64') if MPI is not None: + # totalvec = np.zeros(n*2+1, 'float64') MPI.COMM_WORLD.Allreduce(addvec, totalvec, op=MPI.SUM) - self.incfiltparams(totalvec[0:n].reshape(self.shape), totalvec[n:2*n].reshape(self.shape), totalvec[2*n]) + # else: + # totalvec = addvec + self._sum.assign_add(totalvec[0:n].reshape(self.shape)) + self._sumsq.assign_add(totalvec[n:2*n].reshape(self.shape)) + self._count.assign_add(totalvec[2*n]) -@U.in_session -def test_runningmeanstd(): - for (x1, x2, x3) in [ - (np.random.randn(3), np.random.randn(4), np.random.randn(5)), - (np.random.randn(3,2), np.random.randn(4,2), np.random.randn(5,2)), - ]: + @property + def mean(self): + return tf.cast(self._sum / self._count, tf.float32) - rms = RunningMeanStd(epsilon=0.0, shape=x1.shape[1:]) - U.initialize() + @property + def std(self): + return tf.sqrt(tf.maximum(tf.cast(self._sumsq / self._count, tf.float32) - tf.square(self.mean), self.epsilon)) - x = np.concatenate([x1, x2, x3], axis=0) - ms1 = [x.mean(axis=0), x.std(axis=0)] - rms.update(x1) - rms.update(x2) - rms.update(x3) - ms2 = [rms.mean.eval(), rms.std.eval()] + def normalize(self, v, clip_range=None): + if clip_range is None: + clip_range = self.default_clip_range + return tf.clip_by_value((v - self.mean) / self.std, -clip_range, clip_range) - assert np.allclose(ms1, ms2) - -@U.in_session -def test_dist(): - np.random.seed(0) - p1,p2,p3=(np.random.randn(3,1), np.random.randn(4,1), np.random.randn(5,1)) - q1,q2,q3=(np.random.randn(6,1), np.random.randn(7,1), np.random.randn(8,1)) - - # p1,p2,p3=(np.random.randn(3), np.random.randn(4), np.random.randn(5)) - # q1,q2,q3=(np.random.randn(6), np.random.randn(7), np.random.randn(8)) - - comm = MPI.COMM_WORLD - assert comm.Get_size()==2 - if comm.Get_rank()==0: - x1,x2,x3 = p1,p2,p3 - elif comm.Get_rank()==1: - x1,x2,x3 = q1,q2,q3 - else: - assert False - - rms = RunningMeanStd(epsilon=0.0, shape=(1,)) - U.initialize() - - rms.update(x1) - rms.update(x2) - rms.update(x3) - - bigvec = np.concatenate([p1,p2,p3,q1,q2,q3]) - - def checkallclose(x,y): - print(x,y) - return np.allclose(x,y) - - assert checkallclose( - bigvec.mean(axis=0), - rms.mean.eval(), - ) - assert checkallclose( - bigvec.std(axis=0), - rms.std.eval(), - ) - - -if __name__ == "__main__": - # Run with mpirun -np 2 python - test_dist() + def denormalize(self, v): + return self.mean + v * self.std \ No newline at end of file diff --git a/baselines/common/mpi_util.py b/baselines/common/mpi_util.py index ca7044e..05df247 100644 --- a/baselines/common/mpi_util.py +++ b/baselines/common/mpi_util.py @@ -12,18 +12,16 @@ except ImportError: MPI = None -def sync_from_root(sess, variables, comm=None): +def sync_from_root(variables, comm=None): """ Send the root node's parameters to every worker. Arguments: - sess: the TensorFlow session. variables: all parameter variables including optimizer's """ if comm is None: comm = MPI.COMM_WORLD - import tensorflow as tf - values = comm.bcast(sess.run(variables)) - sess.run([tf.assign(var, val) - for (var, val) in zip(variables, values)]) + values = comm.bcast([var.numpy() for var in variables]) + for (var, val) in zip(variables, values): + var.assign(val) def gpu_count(): """ diff --git a/baselines/common/policies.py b/baselines/common/policies.py index 9c9bb8b..d566824 100644 --- a/baselines/common/policies.py +++ b/baselines/common/policies.py @@ -1,101 +1,68 @@ import tensorflow as tf -from baselines.common import tf_util from baselines.a2c.utils import fc from baselines.common.distributions import make_pdtype -from baselines.common.input import observation_placeholder, encode_observation -from baselines.common.tf_util import adjust_shape -from baselines.common.mpi_running_mean_std import RunningMeanStd -from baselines.common.models import get_network_builder import gym -class PolicyWithValue(object): +class PolicyWithValue(tf.Module): """ Encapsulates fields and methods for RL policy and value function estimation with shared parameters """ - def __init__(self, env, observations, latent, estimate_q=False, vf_latent=None, sess=None, **tensors): + def __init__(self, ac_space, policy_network, value_network=None, estimate_q=False): """ Parameters: ---------- - env RL environment + ac_space action space - observations tensorflow placeholder in which the observations will be fed + policy_network keras network for policy - latent latent state from which policy distribution parameters should be inferred + value_network keras network for value - vf_latent latent state from which value function should be inferred (if None, then latent is used) - - sess tensorflow session to run calculations in (if None, default session is used) - - **tensors tensorflow tensors for additional attributes such as state or mask + estimate_q q value or v value """ - self.X = observations - self.state = tf.constant([]) + self.policy_network = policy_network + self.value_network = value_network or policy_network + self.estimate_q = estimate_q self.initial_state = None - self.__dict__.update(tensors) - - vf_latent = vf_latent if vf_latent is not None else latent - - vf_latent = tf.layers.flatten(vf_latent) - latent = tf.layers.flatten(latent) # Based on the action space, will select what probability distribution type - self.pdtype = make_pdtype(env.action_space) - - self.pd, self.pi = self.pdtype.pdfromlatent(latent, init_scale=0.01) - - # Take an action - self.action = self.pd.sample() - - # Calculate the neg log of our probability - self.neglogp = self.pd.neglogp(self.action) - self.sess = sess or tf.get_default_session() + self.pdtype = make_pdtype(policy_network.output_shape, ac_space, init_scale=0.01) if estimate_q: - assert isinstance(env.action_space, gym.spaces.Discrete) - self.q = fc(vf_latent, 'q', env.action_space.n) - self.vf = self.q + assert isinstance(ac_space, gym.spaces.Discrete) + self.value_fc = fc(self.value_network.output_shape, 'q', ac_space.n) else: - self.vf = fc(vf_latent, 'vf', 1) - self.vf = self.vf[:,0] + self.value_fc = fc(self.value_network.output_shape, 'vf', 1) - def _evaluate(self, variables, observation, **extra_feed): - sess = self.sess - feed_dict = {self.X: adjust_shape(self.X, observation)} - for inpt_name, data in extra_feed.items(): - if inpt_name in self.__dict__.keys(): - inpt = self.__dict__[inpt_name] - if isinstance(inpt, tf.Tensor) and inpt._op.type == 'Placeholder': - feed_dict[inpt] = adjust_shape(inpt, data) - - return sess.run(variables, feed_dict) - - def step(self, observation, **extra_feed): + @tf.function + def step(self, observation): """ Compute next action(s) given the observation(s) Parameters: ---------- - observation observation data (either single or a batch) - - **extra_feed additional data such as state or mask (names of the arguments should match the ones in constructor, see __init__) + observation batched observation data Returns: ------- (action, value estimate, next state, negative log likelihood of the action under current policy parameters) tuple """ - a, v, state, neglogp = self._evaluate([self.action, self.vf, self.state, self.neglogp], observation, **extra_feed) - if state.size == 0: - state = None - return a, v, state, neglogp + latent = self.policy_network(observation) + pd, pi = self.pdtype.pdfromlatent(latent) + action = pd.sample() + neglogp = pd.neglogp(action) + value_latent = self.value_network(observation) + vf = tf.squeeze(self.value_fc(value_latent), axis=1) + return action, vf, None, neglogp - def value(self, ob, *args, **kwargs): + @tf.function + def value(self, observation): """ Compute value estimate(s) given the observation(s) @@ -104,83 +71,11 @@ class PolicyWithValue(object): observation observation data (either single or a batch) - **extra_feed additional data such as state or mask (names of the arguments should match the ones in constructor, see __init__) - Returns: ------- value estimate """ - return self._evaluate(self.vf, ob, *args, **kwargs) - - def save(self, save_path): - tf_util.save_state(save_path, sess=self.sess) - - def load(self, load_path): - tf_util.load_state(load_path, sess=self.sess) - -def build_policy(env, policy_network, value_network=None, normalize_observations=False, estimate_q=False, **policy_kwargs): - if isinstance(policy_network, str): - network_type = policy_network - policy_network = get_network_builder(network_type)(**policy_kwargs) - - def policy_fn(nbatch=None, nsteps=None, sess=None, observ_placeholder=None): - ob_space = env.observation_space - - X = observ_placeholder if observ_placeholder is not None else observation_placeholder(ob_space, batch_size=nbatch) - - extra_tensors = {} - - if normalize_observations and X.dtype == tf.float32: - encoded_x, rms = _normalize_clip_observation(X) - extra_tensors['rms'] = rms - else: - encoded_x = X - - encoded_x = encode_observation(ob_space, encoded_x) - - with tf.variable_scope('pi', reuse=tf.AUTO_REUSE): - policy_latent = policy_network(encoded_x) - if isinstance(policy_latent, tuple): - policy_latent, recurrent_tensors = policy_latent - - if recurrent_tensors is not None: - # recurrent architecture, need a few more steps - nenv = nbatch // nsteps - assert nenv > 0, 'Bad input for recurrent policy: batch size {} smaller than nsteps {}'.format(nbatch, nsteps) - policy_latent, recurrent_tensors = policy_network(encoded_x, nenv) - extra_tensors.update(recurrent_tensors) - - - _v_net = value_network - - if _v_net is None or _v_net == 'shared': - vf_latent = policy_latent - else: - if _v_net == 'copy': - _v_net = policy_network - else: - assert callable(_v_net) - - with tf.variable_scope('vf', reuse=tf.AUTO_REUSE): - # TODO recurrent architectures are not supported with value_network=copy yet - vf_latent = _v_net(encoded_x) - - policy = PolicyWithValue( - env=env, - observations=X, - latent=policy_latent, - vf_latent=vf_latent, - sess=sess, - estimate_q=estimate_q, - **extra_tensors - ) - return policy - - return policy_fn - - -def _normalize_clip_observation(x, clip_range=[-5.0, 5.0]): - rms = RunningMeanStd(shape=x.shape[1:]) - norm_x = tf.clip_by_value((x - rms.mean) / rms.std, min(clip_range), max(clip_range)) - return norm_x, rms + value_latent = self.value_network(observation) + result = tf.squeeze(self.value_fc(value_latent), axis=1) + return result diff --git a/baselines/common/running_mean_std.py b/baselines/common/running_mean_std.py index 963a57f..61324c7 100644 --- a/baselines/common/running_mean_std.py +++ b/baselines/common/running_mean_std.py @@ -1,6 +1,4 @@ -import tensorflow as tf import numpy as np -from baselines.common.tf_util import get_session class RunningMeanStd(object): # https://en.wikipedia.org/wiki/Algorithms_for_calculating_variance#Parallel_algorithm @@ -31,157 +29,3 @@ def update_mean_var_count_from_moments(mean, var, count, batch_mean, batch_var, new_count = tot_count return new_mean, new_var, new_count - - -class TfRunningMeanStd(object): - # https://en.wikipedia.org/wiki/Algorithms_for_calculating_variance#Parallel_algorithm - ''' - TensorFlow variables-based implmentation of computing running mean and std - Benefit of this implementation is that it can be saved / loaded together with the tensorflow model - ''' - def __init__(self, epsilon=1e-4, shape=(), scope=''): - sess = get_session() - - self._new_mean = tf.placeholder(shape=shape, dtype=tf.float64) - self._new_var = tf.placeholder(shape=shape, dtype=tf.float64) - self._new_count = tf.placeholder(shape=(), dtype=tf.float64) - - - with tf.variable_scope(scope, reuse=tf.AUTO_REUSE): - self._mean = tf.get_variable('mean', initializer=np.zeros(shape, 'float64'), dtype=tf.float64) - self._var = tf.get_variable('std', initializer=np.ones(shape, 'float64'), dtype=tf.float64) - self._count = tf.get_variable('count', initializer=np.full((), epsilon, 'float64'), dtype=tf.float64) - - self.update_ops = tf.group([ - self._var.assign(self._new_var), - self._mean.assign(self._new_mean), - self._count.assign(self._new_count) - ]) - - sess.run(tf.variables_initializer([self._mean, self._var, self._count])) - self.sess = sess - self._set_mean_var_count() - - def _set_mean_var_count(self): - self.mean, self.var, self.count = self.sess.run([self._mean, self._var, self._count]) - - def update(self, x): - batch_mean = np.mean(x, axis=0) - batch_var = np.var(x, axis=0) - batch_count = x.shape[0] - - new_mean, new_var, new_count = update_mean_var_count_from_moments(self.mean, self.var, self.count, batch_mean, batch_var, batch_count) - - self.sess.run(self.update_ops, feed_dict={ - self._new_mean: new_mean, - self._new_var: new_var, - self._new_count: new_count - }) - - self._set_mean_var_count() - - - -def test_runningmeanstd(): - for (x1, x2, x3) in [ - (np.random.randn(3), np.random.randn(4), np.random.randn(5)), - (np.random.randn(3,2), np.random.randn(4,2), np.random.randn(5,2)), - ]: - - rms = RunningMeanStd(epsilon=0.0, shape=x1.shape[1:]) - - x = np.concatenate([x1, x2, x3], axis=0) - ms1 = [x.mean(axis=0), x.var(axis=0)] - rms.update(x1) - rms.update(x2) - rms.update(x3) - ms2 = [rms.mean, rms.var] - - np.testing.assert_allclose(ms1, ms2) - -def test_tf_runningmeanstd(): - for (x1, x2, x3) in [ - (np.random.randn(3), np.random.randn(4), np.random.randn(5)), - (np.random.randn(3,2), np.random.randn(4,2), np.random.randn(5,2)), - ]: - - rms = TfRunningMeanStd(epsilon=0.0, shape=x1.shape[1:], scope='running_mean_std' + str(np.random.randint(0, 128))) - - x = np.concatenate([x1, x2, x3], axis=0) - ms1 = [x.mean(axis=0), x.var(axis=0)] - rms.update(x1) - rms.update(x2) - rms.update(x3) - ms2 = [rms.mean, rms.var] - - np.testing.assert_allclose(ms1, ms2) - - -def profile_tf_runningmeanstd(): - import time - from baselines.common import tf_util - - tf_util.get_session( config=tf.ConfigProto( - inter_op_parallelism_threads=1, - intra_op_parallelism_threads=1, - allow_soft_placement=True - )) - - x = np.random.random((376,)) - - n_trials = 10000 - rms = RunningMeanStd() - tfrms = TfRunningMeanStd() - - tic1 = time.time() - for _ in range(n_trials): - rms.update(x) - - tic2 = time.time() - for _ in range(n_trials): - tfrms.update(x) - - tic3 = time.time() - - print('rms update time ({} trials): {} s'.format(n_trials, tic2 - tic1)) - print('tfrms update time ({} trials): {} s'.format(n_trials, tic3 - tic2)) - - - tic1 = time.time() - for _ in range(n_trials): - z1 = rms.mean - - tic2 = time.time() - for _ in range(n_trials): - z2 = tfrms.mean - - assert z1 == z2 - - tic3 = time.time() - - print('rms get mean time ({} trials): {} s'.format(n_trials, tic2 - tic1)) - print('tfrms get mean time ({} trials): {} s'.format(n_trials, tic3 - tic2)) - - - - ''' - options = tf.RunOptions(trace_level=tf.RunOptions.FULL_TRACE) #pylint: disable=E1101 - run_metadata = tf.RunMetadata() - profile_opts = dict(options=options, run_metadata=run_metadata) - - - - from tensorflow.python.client import timeline - fetched_timeline = timeline.Timeline(run_metadata.step_stats) #pylint: disable=E1101 - chrome_trace = fetched_timeline.generate_chrome_trace_format() - outfile = '/tmp/timeline.json' - with open(outfile, 'wt') as f: - f.write(chrome_trace) - print('Successfully saved profile to {}. Exiting.'.format(outfile)) - exit(0) - ''' - - - -if __name__ == '__main__': - profile_tf_runningmeanstd() diff --git a/baselines/common/test_mpi_util.py b/baselines/common/test_mpi_util.py deleted file mode 100644 index 8b94420..0000000 --- a/baselines/common/test_mpi_util.py +++ /dev/null @@ -1,29 +0,0 @@ -from baselines.common import mpi_util -from baselines import logger -from baselines.common.tests.test_with_mpi import with_mpi -try: - from mpi4py import MPI -except ImportError: - MPI = None - -@with_mpi() -def test_mpi_weighted_mean(): - comm = MPI.COMM_WORLD - with logger.scoped_configure(comm=comm): - if comm.rank == 0: - name2valcount = {'a' : (10, 2), 'b' : (20,3)} - elif comm.rank == 1: - name2valcount = {'a' : (19, 1), 'c' : (42,3)} - else: - raise NotImplementedError - d = mpi_util.mpi_weighted_mean(comm, name2valcount) - correctval = {'a' : (10 * 2 + 19) / 3.0, 'b' : 20, 'c' : 42} - if comm.rank == 0: - assert d == correctval, '{} != {}'.format(d, correctval) - - for name, (val, count) in name2valcount.items(): - for _ in range(count): - logger.logkv_mean(name, val) - d2 = logger.dumpkvs() - if comm.rank == 0: - assert d2 == correctval diff --git a/baselines/common/tests/__init__.py b/baselines/common/tests/__init__.py deleted file mode 100644 index a6561a2..0000000 --- a/baselines/common/tests/__init__.py +++ /dev/null @@ -1,2 +0,0 @@ -import os, pytest -mark_slow = pytest.mark.skipif(not os.getenv('RUNSLOW'), reason='slow') \ No newline at end of file diff --git a/baselines/common/tests/envs/__init__.py b/baselines/common/tests/envs/__init__.py deleted file mode 100644 index e69de29..0000000 diff --git a/baselines/common/tests/envs/fixed_sequence_env.py b/baselines/common/tests/envs/fixed_sequence_env.py deleted file mode 100644 index b3fe396..0000000 --- a/baselines/common/tests/envs/fixed_sequence_env.py +++ /dev/null @@ -1,43 +0,0 @@ -import numpy as np -from gym import Env -from gym.spaces import Discrete - - -class FixedSequenceEnv(Env): - def __init__( - self, - n_actions=10, - episode_len=100 - ): - self.action_space = Discrete(n_actions) - self.observation_space = Discrete(1) - self.np_random = np.random.RandomState(0) - self.episode_len = episode_len - self.sequence = [self.np_random.randint(0, self.action_space.n) - for _ in range(self.episode_len)] - self.time = 0 - - - def reset(self): - self.time = 0 - return 0 - - def step(self, actions): - rew = self._get_reward(actions) - self._choose_next_state() - done = False - if self.episode_len and self.time >= self.episode_len: - done = True - - return 0, rew, done, {} - - def seed(self, seed=None): - self.np_random.seed(seed) - - def _choose_next_state(self): - self.time += 1 - - def _get_reward(self, actions): - return 1 if actions == self.sequence[self.time] else 0 - - diff --git a/baselines/common/tests/envs/identity_env.py b/baselines/common/tests/envs/identity_env.py deleted file mode 100644 index fb2dca6..0000000 --- a/baselines/common/tests/envs/identity_env.py +++ /dev/null @@ -1,90 +0,0 @@ -import numpy as np -from abc import abstractmethod -from gym import Env -from gym.spaces import MultiDiscrete, Discrete, Box -from collections import deque - -class IdentityEnv(Env): - def __init__( - self, - episode_len=None, - delay=0, - zero_first_rewards=True - ): - - self.observation_space = self.action_space - self.episode_len = episode_len - self.time = 0 - self.delay = delay - self.zero_first_rewards = zero_first_rewards - self.q = deque(maxlen=delay+1) - - def reset(self): - self.q.clear() - for _ in range(self.delay + 1): - self.q.append(self.action_space.sample()) - self.time = 0 - - return self.q[-1] - - def step(self, actions): - rew = self._get_reward(self.q.popleft(), actions) - if self.zero_first_rewards and self.time < self.delay: - rew = 0 - self.q.append(self.action_space.sample()) - self.time += 1 - done = self.episode_len is not None and self.time >= self.episode_len - return self.q[-1], rew, done, {} - - def seed(self, seed=None): - self.action_space.seed(seed) - - @abstractmethod - def _get_reward(self, state, actions): - raise NotImplementedError - - -class DiscreteIdentityEnv(IdentityEnv): - def __init__( - self, - dim, - episode_len=None, - delay=0, - zero_first_rewards=True - ): - - self.action_space = Discrete(dim) - super().__init__(episode_len=episode_len, delay=delay, zero_first_rewards=zero_first_rewards) - - def _get_reward(self, state, actions): - return 1 if state == actions else 0 - -class MultiDiscreteIdentityEnv(IdentityEnv): - def __init__( - self, - dims, - episode_len=None, - delay=0, - ): - - self.action_space = MultiDiscrete(dims) - super().__init__(episode_len=episode_len, delay=delay) - - def _get_reward(self, state, actions): - return 1 if all(state == actions) else 0 - - -class BoxIdentityEnv(IdentityEnv): - def __init__( - self, - shape, - episode_len=None, - ): - - self.action_space = Box(low=-1.0, high=1.0, shape=shape, dtype=np.float32) - super().__init__(episode_len=episode_len) - - def _get_reward(self, state, actions): - diff = actions - state - diff = diff[:] - return -0.5 * np.dot(diff, diff) diff --git a/baselines/common/tests/envs/identity_env_test.py b/baselines/common/tests/envs/identity_env_test.py deleted file mode 100644 index c73ee57..0000000 --- a/baselines/common/tests/envs/identity_env_test.py +++ /dev/null @@ -1,36 +0,0 @@ -from baselines.common.tests.envs.identity_env import DiscreteIdentityEnv - - -def test_discrete_nodelay(): - nsteps = 100 - eplen = 50 - env = DiscreteIdentityEnv(10, episode_len=eplen) - ob = env.reset() - for t in range(nsteps): - action = env.action_space.sample() - next_ob, rew, done, info = env.step(action) - assert rew == (1 if action == ob else 0) - if (t + 1) % eplen == 0: - assert done - next_ob = env.reset() - else: - assert not done - ob = next_ob - -def test_discrete_delay1(): - eplen = 50 - env = DiscreteIdentityEnv(10, episode_len=eplen, delay=1) - ob = env.reset() - prev_ob = None - for t in range(eplen): - action = env.action_space.sample() - next_ob, rew, done, info = env.step(action) - if t > 0: - assert rew == (1 if action == prev_ob else 0) - else: - assert rew == 0 - prev_ob = ob - ob = next_ob - if t < eplen - 1: - assert not done - assert done diff --git a/baselines/common/tests/envs/mnist_env.py b/baselines/common/tests/envs/mnist_env.py deleted file mode 100644 index cc0bde0..0000000 --- a/baselines/common/tests/envs/mnist_env.py +++ /dev/null @@ -1,71 +0,0 @@ -import os.path as osp -import numpy as np -import tempfile -from gym import Env -from gym.spaces import Discrete, Box - - - -class MnistEnv(Env): - def __init__( - self, - episode_len=None, - no_images=None - ): - import filelock - from tensorflow.examples.tutorials.mnist import input_data - # we could use temporary directory for this with a context manager and - # TemporaryDirecotry, but then each test that uses mnist would re-download the data - # this way the data is not cleaned up, but we only download it once per machine - mnist_path = osp.join(tempfile.gettempdir(), 'MNIST_data') - with filelock.FileLock(mnist_path + '.lock'): - self.mnist = input_data.read_data_sets(mnist_path) - - self.np_random = np.random.RandomState() - - self.observation_space = Box(low=0.0, high=1.0, shape=(28,28,1)) - self.action_space = Discrete(10) - self.episode_len = episode_len - self.time = 0 - self.no_images = no_images - - self.train_mode() - self.reset() - - def reset(self): - self._choose_next_state() - self.time = 0 - - return self.state[0] - - def step(self, actions): - rew = self._get_reward(actions) - self._choose_next_state() - done = False - if self.episode_len and self.time >= self.episode_len: - rew = 0 - done = True - - return self.state[0], rew, done, {} - - def seed(self, seed=None): - self.np_random.seed(seed) - - def train_mode(self): - self.dataset = self.mnist.train - - def test_mode(self): - self.dataset = self.mnist.test - - def _choose_next_state(self): - max_index = (self.no_images if self.no_images is not None else self.dataset.num_examples) - 1 - index = self.np_random.randint(0, max_index) - image = self.dataset.images[index].reshape(28,28,1)*255 - label = self.dataset.labels[index] - self.state = (image, label) - self.time += 1 - - def _get_reward(self, actions): - return 1 if self.state[1] == actions else 0 - - diff --git a/baselines/common/tests/test_cartpole.py b/baselines/common/tests/test_cartpole.py deleted file mode 100644 index f9d5ac6..0000000 --- a/baselines/common/tests/test_cartpole.py +++ /dev/null @@ -1,45 +0,0 @@ -import pytest -import gym - -from baselines.run import get_learn_function -from baselines.common.tests.util import reward_per_episode_test -from baselines.common.tests import mark_slow - -common_kwargs = dict( - total_timesteps=30000, - network='mlp', - gamma=1.0, - seed=0, -) - -learn_kwargs = { - 'a2c' : dict(nsteps=32, value_network='copy', lr=0.05), - 'acer': dict(value_network='copy'), - 'acktr': dict(nsteps=32, value_network='copy', is_async=False), - 'deepq': dict(total_timesteps=20000), - 'ppo2': dict(value_network='copy'), - 'trpo_mpi': {} -} - -@mark_slow -@pytest.mark.parametrize("alg", learn_kwargs.keys()) -def test_cartpole(alg): - ''' - Test if the algorithm (with an mlp policy) - can learn to balance the cartpole - ''' - - kwargs = common_kwargs.copy() - kwargs.update(learn_kwargs[alg]) - - learn_fn = lambda e: get_learn_function(alg)(env=e, **kwargs) - def env_fn(): - - env = gym.make('CartPole-v0') - env.seed(0) - return env - - reward_per_episode_test(env_fn, learn_fn, 100) - -if __name__ == '__main__': - test_cartpole('acer') diff --git a/baselines/common/tests/test_doc_examples.py b/baselines/common/tests/test_doc_examples.py deleted file mode 100644 index 240175a..0000000 --- a/baselines/common/tests/test_doc_examples.py +++ /dev/null @@ -1,48 +0,0 @@ -import pytest -try: - import mujoco_py - _mujoco_present = True -except BaseException: - mujoco_py = None - _mujoco_present = False - - -@pytest.mark.skipif( - not _mujoco_present, - reason='error loading mujoco - either mujoco / mujoco key not present, or LD_LIBRARY_PATH is not pointing to mujoco library' -) -def test_lstm_example(): - import tensorflow as tf - from baselines.common import policies, models, cmd_util - from baselines.common.vec_env.dummy_vec_env import DummyVecEnv - - # create vectorized environment - venv = DummyVecEnv([lambda: cmd_util.make_mujoco_env('Reacher-v2', seed=0)]) - - with tf.Session() as sess: - # build policy based on lstm network with 128 units - policy = policies.build_policy(venv, models.lstm(128))(nbatch=1, nsteps=1) - - # initialize tensorflow variables - sess.run(tf.global_variables_initializer()) - - # prepare environment variables - ob = venv.reset() - state = policy.initial_state - done = [False] - step_counter = 0 - - # run a single episode until the end (i.e. until done) - while True: - action, _, state, _ = policy.step(ob, S=state, M=done) - ob, reward, done, _ = venv.step(action) - step_counter += 1 - if done: - break - - - assert step_counter > 5 - - - - diff --git a/baselines/common/tests/test_env_after_learn.py b/baselines/common/tests/test_env_after_learn.py deleted file mode 100644 index eea1e00..0000000 --- a/baselines/common/tests/test_env_after_learn.py +++ /dev/null @@ -1,27 +0,0 @@ -import pytest -import gym -import tensorflow as tf - -from baselines.common.vec_env.subproc_vec_env import SubprocVecEnv -from baselines.run import get_learn_function -from baselines.common.tf_util import make_session - -algos = ['a2c', 'acer', 'acktr', 'deepq', 'ppo2', 'trpo_mpi'] - -@pytest.mark.parametrize('algo', algos) -def test_env_after_learn(algo): - def make_env(): - # acktr requires too much RAM, fails on travis - env = gym.make('CartPole-v1' if algo == 'acktr' else 'PongNoFrameskip-v4') - return env - - make_session(make_default=True, graph=tf.Graph()) - env = SubprocVecEnv([make_env]) - - learn = get_learn_function(algo) - - # Commenting out the following line resolves the issue, though crash happens at env.reset(). - learn(network='mlp', env=env, total_timesteps=0, load_path=None, seed=None) - - env.reset() - env.close() diff --git a/baselines/common/tests/test_fetchreach.py b/baselines/common/tests/test_fetchreach.py deleted file mode 100644 index 8bcd32b..0000000 --- a/baselines/common/tests/test_fetchreach.py +++ /dev/null @@ -1,40 +0,0 @@ -import pytest -import gym - -from baselines.run import get_learn_function -from baselines.common.tests.util import reward_per_episode_test -from baselines.common.tests import mark_slow - -pytest.importorskip('mujoco_py') - -common_kwargs = dict( - network='mlp', - seed=0, -) - -learn_kwargs = { - 'her': dict(total_timesteps=2000) -} - -@mark_slow -@pytest.mark.parametrize("alg", learn_kwargs.keys()) -def test_fetchreach(alg): - ''' - Test if the algorithm (with an mlp policy) - can learn the FetchReach task - ''' - - kwargs = common_kwargs.copy() - kwargs.update(learn_kwargs[alg]) - - learn_fn = lambda e: get_learn_function(alg)(env=e, **kwargs) - def env_fn(): - - env = gym.make('FetchReach-v1') - env.seed(0) - return env - - reward_per_episode_test(env_fn, learn_fn, -15) - -if __name__ == '__main__': - test_fetchreach('her') diff --git a/baselines/common/tests/test_fixed_sequence.py b/baselines/common/tests/test_fixed_sequence.py deleted file mode 100644 index 68ee8d3..0000000 --- a/baselines/common/tests/test_fixed_sequence.py +++ /dev/null @@ -1,52 +0,0 @@ -import pytest -from baselines.common.tests.envs.fixed_sequence_env import FixedSequenceEnv - -from baselines.common.tests.util import simple_test -from baselines.run import get_learn_function -from baselines.common.tests import mark_slow - - -common_kwargs = dict( - seed=0, - total_timesteps=50000, -) - -learn_kwargs = { - 'a2c': {}, - 'ppo2': dict(nsteps=10, ent_coef=0.0, nminibatches=1), - # TODO enable sequential models for trpo_mpi (proper handling of nbatch and nsteps) - # github issue: https://github.com/openai/baselines/issues/188 - # 'trpo_mpi': lambda e, p: trpo_mpi.learn(policy_fn=p(env=e), env=e, max_timesteps=30000, timesteps_per_batch=100, cg_iters=10, gamma=0.9, lam=1.0, max_kl=0.001) -} - - -alg_list = learn_kwargs.keys() -rnn_list = ['lstm'] - -@mark_slow -@pytest.mark.parametrize("alg", alg_list) -@pytest.mark.parametrize("rnn", rnn_list) -def test_fixed_sequence(alg, rnn): - ''' - Test if the algorithm (with a given policy) - can learn an identity transformation (i.e. return observation as an action) - ''' - - kwargs = learn_kwargs[alg] - kwargs.update(common_kwargs) - - env_fn = lambda: FixedSequenceEnv(n_actions=10, episode_len=5) - learn = lambda e: get_learn_function(alg)( - env=e, - network=rnn, - **kwargs - ) - - simple_test(env_fn, learn, 0.7) - - -if __name__ == '__main__': - test_fixed_sequence('ppo2', 'lstm') - - - diff --git a/baselines/common/tests/test_identity.py b/baselines/common/tests/test_identity.py deleted file mode 100644 index 6b66a66..0000000 --- a/baselines/common/tests/test_identity.py +++ /dev/null @@ -1,76 +0,0 @@ -import pytest -from baselines.common.tests.envs.identity_env import DiscreteIdentityEnv, BoxIdentityEnv, MultiDiscreteIdentityEnv -from baselines.run import get_learn_function -from baselines.common.tests.util import simple_test -from baselines.common.tests import mark_slow - -common_kwargs = dict( - total_timesteps=30000, - network='mlp', - gamma=0.9, - seed=0, -) - -learn_kwargs = { - 'a2c' : {}, - 'acktr': {}, - 'deepq': {}, - 'ddpg': dict(layer_norm=True), - 'ppo2': dict(lr=1e-3, nsteps=64, ent_coef=0.0), - 'trpo_mpi': dict(timesteps_per_batch=100, cg_iters=10, gamma=0.9, lam=1.0, max_kl=0.01) -} - - -algos_disc = ['a2c', 'acktr', 'deepq', 'ppo2', 'trpo_mpi'] -algos_multidisc = ['a2c', 'acktr', 'ppo2', 'trpo_mpi'] -algos_cont = ['a2c', 'acktr', 'ddpg', 'ppo2', 'trpo_mpi'] - -@mark_slow -@pytest.mark.parametrize("alg", algos_disc) -def test_discrete_identity(alg): - ''' - Test if the algorithm (with an mlp policy) - can learn an identity transformation (i.e. return observation as an action) - ''' - - kwargs = learn_kwargs[alg] - kwargs.update(common_kwargs) - - learn_fn = lambda e: get_learn_function(alg)(env=e, **kwargs) - env_fn = lambda: DiscreteIdentityEnv(10, episode_len=100) - simple_test(env_fn, learn_fn, 0.9) - -@mark_slow -@pytest.mark.parametrize("alg", algos_multidisc) -def test_multidiscrete_identity(alg): - ''' - Test if the algorithm (with an mlp policy) - can learn an identity transformation (i.e. return observation as an action) - ''' - - kwargs = learn_kwargs[alg] - kwargs.update(common_kwargs) - - learn_fn = lambda e: get_learn_function(alg)(env=e, **kwargs) - env_fn = lambda: MultiDiscreteIdentityEnv((3,3), episode_len=100) - simple_test(env_fn, learn_fn, 0.9) - -@mark_slow -@pytest.mark.parametrize("alg", algos_cont) -def test_continuous_identity(alg): - ''' - Test if the algorithm (with an mlp policy) - can learn an identity transformation (i.e. return observation as an action) - to a required precision - ''' - - kwargs = learn_kwargs[alg] - kwargs.update(common_kwargs) - learn_fn = lambda e: get_learn_function(alg)(env=e, **kwargs) - - env_fn = lambda: BoxIdentityEnv((1,), episode_len=100) - simple_test(env_fn, learn_fn, -0.1) - -if __name__ == '__main__': - test_multidiscrete_identity('acktr') - diff --git a/baselines/common/tests/test_mnist.py b/baselines/common/tests/test_mnist.py deleted file mode 100644 index 06a4e2b..0000000 --- a/baselines/common/tests/test_mnist.py +++ /dev/null @@ -1,49 +0,0 @@ -import pytest - -# from baselines.acer import acer_simple as acer -from baselines.common.tests.envs.mnist_env import MnistEnv -from baselines.common.tests.util import simple_test -from baselines.run import get_learn_function -from baselines.common.tests import mark_slow - -# TODO investigate a2c and ppo2 failures - is it due to bad hyperparameters for this problem? -# GitHub issue https://github.com/openai/baselines/issues/189 -common_kwargs = { - 'seed': 0, - 'network':'cnn', - 'gamma':0.9, - 'pad':'SAME' -} - -learn_args = { - 'a2c': dict(total_timesteps=50000), - 'acer': dict(total_timesteps=20000), - 'deepq': dict(total_timesteps=5000), - 'acktr': dict(total_timesteps=30000), - 'ppo2': dict(total_timesteps=50000, lr=1e-3, nsteps=128, ent_coef=0.0), - 'trpo_mpi': dict(total_timesteps=80000, timesteps_per_batch=100, cg_iters=10, lam=1.0, max_kl=0.001) -} - - -#tests pass, but are too slow on travis. Same algorithms are covered -# by other tests with less compute-hungry nn's and by benchmarks -@pytest.mark.skip -@mark_slow -@pytest.mark.parametrize("alg", learn_args.keys()) -def test_mnist(alg): - ''' - Test if the algorithm can learn to classify MNIST digits. - Uses CNN policy. - ''' - - learn_kwargs = learn_args[alg] - learn_kwargs.update(common_kwargs) - - learn = get_learn_function(alg) - learn_fn = lambda e: learn(env=e, **learn_kwargs) - env_fn = lambda: MnistEnv(episode_len=100) - - simple_test(env_fn, learn_fn, 0.6) - -if __name__ == '__main__': - test_mnist('acer') diff --git a/baselines/common/tests/test_plot_util.py b/baselines/common/tests/test_plot_util.py deleted file mode 100644 index be33308..0000000 --- a/baselines/common/tests/test_plot_util.py +++ /dev/null @@ -1,17 +0,0 @@ -# smoke tests of plot_util -from baselines.common import plot_util as pu -from baselines.common.tests.util import smoketest - - -def test_plot_util(): - nruns = 4 - logdirs = [smoketest('--alg=ppo2 --env=CartPole-v0 --num_timesteps=10000') for _ in range(nruns)] - data = pu.load_results(logdirs) - assert len(data) == 4 - - _, axes = pu.plot_results(data[:1]); assert len(axes) == 1 - _, axes = pu.plot_results(data, tiling='vertical'); assert axes.shape==(4,1) - _, axes = pu.plot_results(data, tiling='horizontal'); assert axes.shape==(1,4) - _, axes = pu.plot_results(data, tiling='symmetric'); assert axes.shape==(2,2) - _, axes = pu.plot_results(data, split_fn=lambda _: ''); assert len(axes) == 1 - diff --git a/baselines/common/tests/test_schedules.py b/baselines/common/tests/test_schedules.py deleted file mode 100644 index 4e8d02d..0000000 --- a/baselines/common/tests/test_schedules.py +++ /dev/null @@ -1,26 +0,0 @@ -import numpy as np - -from baselines.common.schedules import ConstantSchedule, PiecewiseSchedule - - -def test_piecewise_schedule(): - ps = PiecewiseSchedule([(-5, 100), (5, 200), (10, 50), (100, 50), (200, -50)], outside_value=500) - - assert np.isclose(ps.value(-10), 500) - assert np.isclose(ps.value(0), 150) - assert np.isclose(ps.value(5), 200) - assert np.isclose(ps.value(9), 80) - assert np.isclose(ps.value(50), 50) - assert np.isclose(ps.value(80), 50) - assert np.isclose(ps.value(150), 0) - assert np.isclose(ps.value(175), -25) - assert np.isclose(ps.value(201), 500) - assert np.isclose(ps.value(500), 500) - - assert np.isclose(ps.value(200 - 1e-10), -50) - - -def test_constant_schedule(): - cs = ConstantSchedule(5) - for i in range(-100, 100): - assert np.isclose(cs.value(i), 5) diff --git a/baselines/common/tests/test_segment_tree.py b/baselines/common/tests/test_segment_tree.py deleted file mode 100644 index 700e0bb..0000000 --- a/baselines/common/tests/test_segment_tree.py +++ /dev/null @@ -1,103 +0,0 @@ -import numpy as np - -from baselines.common.segment_tree import SumSegmentTree, MinSegmentTree - - -def test_tree_set(): - tree = SumSegmentTree(4) - - tree[2] = 1.0 - tree[3] = 3.0 - - assert np.isclose(tree.sum(), 4.0) - assert np.isclose(tree.sum(0, 2), 0.0) - assert np.isclose(tree.sum(0, 3), 1.0) - assert np.isclose(tree.sum(2, 3), 1.0) - assert np.isclose(tree.sum(2, -1), 1.0) - assert np.isclose(tree.sum(2, 4), 4.0) - - -def test_tree_set_overlap(): - tree = SumSegmentTree(4) - - tree[2] = 1.0 - tree[2] = 3.0 - - assert np.isclose(tree.sum(), 3.0) - assert np.isclose(tree.sum(2, 3), 3.0) - assert np.isclose(tree.sum(2, -1), 3.0) - assert np.isclose(tree.sum(2, 4), 3.0) - assert np.isclose(tree.sum(1, 2), 0.0) - - -def test_prefixsum_idx(): - tree = SumSegmentTree(4) - - tree[2] = 1.0 - tree[3] = 3.0 - - assert tree.find_prefixsum_idx(0.0) == 2 - assert tree.find_prefixsum_idx(0.5) == 2 - assert tree.find_prefixsum_idx(0.99) == 2 - assert tree.find_prefixsum_idx(1.01) == 3 - assert tree.find_prefixsum_idx(3.00) == 3 - assert tree.find_prefixsum_idx(4.00) == 3 - - -def test_prefixsum_idx2(): - tree = SumSegmentTree(4) - - tree[0] = 0.5 - tree[1] = 1.0 - tree[2] = 1.0 - tree[3] = 3.0 - - assert tree.find_prefixsum_idx(0.00) == 0 - assert tree.find_prefixsum_idx(0.55) == 1 - assert tree.find_prefixsum_idx(0.99) == 1 - assert tree.find_prefixsum_idx(1.51) == 2 - assert tree.find_prefixsum_idx(3.00) == 3 - assert tree.find_prefixsum_idx(5.50) == 3 - - -def test_max_interval_tree(): - tree = MinSegmentTree(4) - - tree[0] = 1.0 - tree[2] = 0.5 - tree[3] = 3.0 - - assert np.isclose(tree.min(), 0.5) - assert np.isclose(tree.min(0, 2), 1.0) - assert np.isclose(tree.min(0, 3), 0.5) - assert np.isclose(tree.min(0, -1), 0.5) - assert np.isclose(tree.min(2, 4), 0.5) - assert np.isclose(tree.min(3, 4), 3.0) - - tree[2] = 0.7 - - assert np.isclose(tree.min(), 0.7) - assert np.isclose(tree.min(0, 2), 1.0) - assert np.isclose(tree.min(0, 3), 0.7) - assert np.isclose(tree.min(0, -1), 0.7) - assert np.isclose(tree.min(2, 4), 0.7) - assert np.isclose(tree.min(3, 4), 3.0) - - tree[2] = 4.0 - - assert np.isclose(tree.min(), 1.0) - assert np.isclose(tree.min(0, 2), 1.0) - assert np.isclose(tree.min(0, 3), 1.0) - assert np.isclose(tree.min(0, -1), 1.0) - assert np.isclose(tree.min(2, 4), 3.0) - assert np.isclose(tree.min(2, 3), 4.0) - assert np.isclose(tree.min(2, -1), 4.0) - assert np.isclose(tree.min(3, 4), 3.0) - - -if __name__ == '__main__': - test_tree_set() - test_tree_set_overlap() - test_prefixsum_idx() - test_prefixsum_idx2() - test_max_interval_tree() diff --git a/baselines/common/tests/test_serialization.py b/baselines/common/tests/test_serialization.py deleted file mode 100644 index 25cec88..0000000 --- a/baselines/common/tests/test_serialization.py +++ /dev/null @@ -1,139 +0,0 @@ -import os -import gym -import tempfile -import pytest -import tensorflow as tf -import numpy as np - -from baselines.common.tests.envs.mnist_env import MnistEnv -from baselines.common.vec_env.dummy_vec_env import DummyVecEnv -from baselines.run import get_learn_function -from baselines.common.tf_util import make_session, get_session - -from functools import partial - - -learn_kwargs = { - 'deepq': {}, - 'a2c': {}, - 'acktr': {}, - 'acer': {}, - 'ppo2': {'nminibatches': 1, 'nsteps': 10}, - 'trpo_mpi': {}, -} - -network_kwargs = { - 'mlp': {}, - 'cnn': {'pad': 'SAME'}, - 'lstm': {}, - 'cnn_lnlstm': {'pad': 'SAME'} -} - - -@pytest.mark.parametrize("learn_fn", learn_kwargs.keys()) -@pytest.mark.parametrize("network_fn", network_kwargs.keys()) -def test_serialization(learn_fn, network_fn): - ''' - Test if the trained model can be serialized - ''' - - - if network_fn.endswith('lstm') and learn_fn in ['acer', 'acktr', 'trpo_mpi', 'deepq']: - # TODO make acktr work with recurrent policies - # and test - # github issue: https://github.com/openai/baselines/issues/660 - return - - def make_env(): - env = MnistEnv(episode_len=100) - env.seed(10) - return env - - env = DummyVecEnv([make_env]) - ob = env.reset().copy() - learn = get_learn_function(learn_fn) - - kwargs = {} - kwargs.update(network_kwargs[network_fn]) - kwargs.update(learn_kwargs[learn_fn]) - - - learn = partial(learn, env=env, network=network_fn, seed=0, **kwargs) - - with tempfile.TemporaryDirectory() as td: - model_path = os.path.join(td, 'serialization_test_model') - - with tf.Graph().as_default(), make_session().as_default(): - model = learn(total_timesteps=100) - model.save(model_path) - mean1, std1 = _get_action_stats(model, ob) - variables_dict1 = _serialize_variables() - - with tf.Graph().as_default(), make_session().as_default(): - model = learn(total_timesteps=0, load_path=model_path) - mean2, std2 = _get_action_stats(model, ob) - variables_dict2 = _serialize_variables() - - for k, v in variables_dict1.items(): - np.testing.assert_allclose(v, variables_dict2[k], atol=0.01, - err_msg='saved and loaded variable {} value mismatch'.format(k)) - - np.testing.assert_allclose(mean1, mean2, atol=0.5) - np.testing.assert_allclose(std1, std2, atol=0.5) - - -@pytest.mark.parametrize("learn_fn", learn_kwargs.keys()) -@pytest.mark.parametrize("network_fn", ['mlp']) -def test_coexistence(learn_fn, network_fn): - ''' - Test if more than one model can exist at a time - ''' - - if learn_fn == 'deepq': - # TODO enable multiple DQN models to be useable at the same time - # github issue https://github.com/openai/baselines/issues/656 - return - - if network_fn.endswith('lstm') and learn_fn in ['acktr', 'trpo_mpi', 'deepq']: - # TODO make acktr work with recurrent policies - # and test - # github issue: https://github.com/openai/baselines/issues/660 - return - - env = DummyVecEnv([lambda: gym.make('CartPole-v0')]) - learn = get_learn_function(learn_fn) - - kwargs = {} - kwargs.update(network_kwargs[network_fn]) - kwargs.update(learn_kwargs[learn_fn]) - - learn = partial(learn, env=env, network=network_fn, total_timesteps=0, **kwargs) - make_session(make_default=True, graph=tf.Graph()) - model1 = learn(seed=1) - make_session(make_default=True, graph=tf.Graph()) - model2 = learn(seed=2) - - model1.step(env.observation_space.sample()) - model2.step(env.observation_space.sample()) - - - -def _serialize_variables(): - sess = get_session() - variables = tf.trainable_variables() - values = sess.run(variables) - return {var.name: value for var, value in zip(variables, values)} - - -def _get_action_stats(model, ob): - ntrials = 1000 - if model.initial_state is None or model.initial_state == []: - actions = np.array([model.step(ob)[0] for _ in range(ntrials)]) - else: - actions = np.array([model.step(ob, S=model.initial_state, M=[False])[0] for _ in range(ntrials)]) - - mean = np.mean(actions, axis=0) - std = np.std(actions, axis=0) - - return mean, std - diff --git a/baselines/common/tests/test_tf_util.py b/baselines/common/tests/test_tf_util.py deleted file mode 100644 index 929f654..0000000 --- a/baselines/common/tests/test_tf_util.py +++ /dev/null @@ -1,42 +0,0 @@ -# tests for tf_util -import tensorflow as tf -from baselines.common.tf_util import ( - function, - initialize, - single_threaded_session -) - - -def test_function(): - with tf.Graph().as_default(): - x = tf.placeholder(tf.int32, (), name="x") - y = tf.placeholder(tf.int32, (), name="y") - z = 3 * x + 2 * y - lin = function([x, y], z, givens={y: 0}) - - with single_threaded_session(): - initialize() - - assert lin(2) == 6 - assert lin(x=3) == 9 - assert lin(2, 2) == 10 - assert lin(x=2, y=3) == 12 - - -def test_multikwargs(): - with tf.Graph().as_default(): - x = tf.placeholder(tf.int32, (), name="x") - with tf.variable_scope("other"): - x2 = tf.placeholder(tf.int32, (), name="x") - z = 3 * x + 2 * x2 - - lin = function([x, x2], z, givens={x2: 0}) - with single_threaded_session(): - initialize() - assert lin(2) == 6 - assert lin(2, 2) == 10 - - -if __name__ == '__main__': - test_function() - test_multikwargs() diff --git a/baselines/common/tests/util.py b/baselines/common/tests/util.py deleted file mode 100644 index b3d31fe..0000000 --- a/baselines/common/tests/util.py +++ /dev/null @@ -1,92 +0,0 @@ -import tensorflow as tf -import numpy as np -from baselines.common.vec_env.dummy_vec_env import DummyVecEnv - -N_TRIALS = 10000 -N_EPISODES = 100 - -_sess_config = tf.ConfigProto( - allow_soft_placement=True, - intra_op_parallelism_threads=1, - inter_op_parallelism_threads=1 -) - -def simple_test(env_fn, learn_fn, min_reward_fraction, n_trials=N_TRIALS): - def seeded_env_fn(): - env = env_fn() - env.seed(0) - return env - - np.random.seed(0) - env = DummyVecEnv([seeded_env_fn]) - with tf.Graph().as_default(), tf.Session(config=_sess_config).as_default(): - tf.set_random_seed(0) - model = learn_fn(env) - sum_rew = 0 - done = True - for i in range(n_trials): - if done: - obs = env.reset() - state = model.initial_state - if state is not None: - a, v, state, _ = model.step(obs, S=state, M=[False]) - else: - a, v, _, _ = model.step(obs) - obs, rew, done, _ = env.step(a) - sum_rew += float(rew) - print("Reward in {} trials is {}".format(n_trials, sum_rew)) - assert sum_rew > min_reward_fraction * n_trials, \ - 'sum of rewards {} is less than {} of the total number of trials {}'.format(sum_rew, min_reward_fraction, n_trials) - -def reward_per_episode_test(env_fn, learn_fn, min_avg_reward, n_trials=N_EPISODES): - env = DummyVecEnv([env_fn]) - with tf.Graph().as_default(), tf.Session(config=_sess_config).as_default(): - model = learn_fn(env) - N_TRIALS = 100 - observations, actions, rewards = rollout(env, model, N_TRIALS) - rewards = [sum(r) for r in rewards] - avg_rew = sum(rewards) / N_TRIALS - print("Average reward in {} episodes is {}".format(n_trials, avg_rew)) - assert avg_rew > min_avg_reward, \ - 'average reward in {} episodes ({}) is less than {}'.format(n_trials, avg_rew, min_avg_reward) - -def rollout(env, model, n_trials): - rewards = [] - actions = [] - observations = [] - for i in range(n_trials): - obs = env.reset() - state = model.initial_state if hasattr(model, 'initial_state') else None - episode_rew = [] - episode_actions = [] - episode_obs = [] - while True: - if state is not None: - a, v, state, _ = model.step(obs, S=state, M=[False]) - else: - a,v, _, _ = model.step(obs) - - obs, rew, done, _ = env.step(a) - episode_rew.append(rew) - episode_actions.append(a) - episode_obs.append(obs) - if done: - break - rewards.append(episode_rew) - actions.append(episode_actions) - observations.append(episode_obs) - return observations, actions, rewards - - -def smoketest(argstr, **kwargs): - import tempfile - import subprocess - import os - argstr = 'python -m baselines.run ' + argstr - for key, value in kwargs: - argstr += ' --{}={}'.format(key, value) - tempdir = tempfile.mkdtemp() - env = os.environ.copy() - env['OPENAI_LOGDIR'] = tempdir - subprocess.run(argstr.split(' '), env=env) - return tempdir diff --git a/baselines/common/tf_util.py b/baselines/common/tf_util.py index a0e6ee0..db1076c 100644 --- a/baselines/common/tf_util.py +++ b/baselines/common/tf_util.py @@ -1,10 +1,6 @@ import numpy as np import tensorflow as tf # pylint: ignore-module import copy -import os -import functools -import collections -import multiprocessing def switch(condition, then_expression, else_expression): """Switches between two operations depending on a scalar value (int or bool). @@ -44,52 +40,6 @@ def huber_loss(x, delta=1.0): delta * (tf.abs(x) - 0.5 * delta) ) -# ================================================================ -# Global session -# ================================================================ - -def get_session(config=None): - """Get default session or create one with a given config""" - sess = tf.get_default_session() - if sess is None: - sess = make_session(config=config, make_default=True) - return sess - -def make_session(config=None, num_cpu=None, make_default=False, graph=None): - """Returns a session that will use CPU's only""" - if num_cpu is None: - num_cpu = int(os.getenv('RCALL_NUM_CPU', multiprocessing.cpu_count())) - if config is None: - config = tf.ConfigProto( - allow_soft_placement=True, - inter_op_parallelism_threads=num_cpu, - intra_op_parallelism_threads=num_cpu) - config.gpu_options.allow_growth = True - - if make_default: - return tf.InteractiveSession(config=config, graph=graph) - else: - return tf.Session(config=config, graph=graph) - -def single_threaded_session(): - """Returns a session which will only use a single CPU""" - return make_session(num_cpu=1) - -def in_session(f): - @functools.wraps(f) - def newfunc(*args, **kwargs): - with tf.Session(): - f(*args, **kwargs) - return newfunc - -ALREADY_INITIALIZED = set() - -def initialize(): - """Initialize all the uninitialized variables in the global scope.""" - new_variables = set(tf.global_variables()) - ALREADY_INITIALIZED - get_session().run(tf.variables_initializer(new_variables)) - ALREADY_INITIALIZED.update(new_variables) - # ================================================================ # Model components # ================================================================ @@ -130,87 +80,6 @@ def conv2d(x, num_filters, name, filter_size=(3, 3), stride=(1, 1), pad="SAME", return tf.nn.conv2d(x, w, stride_shape, pad) + b -# ================================================================ -# Theano-like Function -# ================================================================ - -def function(inputs, outputs, updates=None, givens=None): - """Just like Theano function. Take a bunch of tensorflow placeholders and expressions - computed based on those placeholders and produces f(inputs) -> outputs. Function f takes - values to be fed to the input's placeholders and produces the values of the expressions - in outputs. - - Input values can be passed in the same order as inputs or can be provided as kwargs based - on placeholder name (passed to constructor or accessible via placeholder.op.name). - - Example: - x = tf.placeholder(tf.int32, (), name="x") - y = tf.placeholder(tf.int32, (), name="y") - z = 3 * x + 2 * y - lin = function([x, y], z, givens={y: 0}) - - with single_threaded_session(): - initialize() - - assert lin(2) == 6 - assert lin(x=3) == 9 - assert lin(2, 2) == 10 - assert lin(x=2, y=3) == 12 - - Parameters - ---------- - inputs: [tf.placeholder, tf.constant, or object with make_feed_dict method] - list of input arguments - outputs: [tf.Variable] or tf.Variable - list of outputs or a single output to be returned from function. Returned - value will also have the same shape. - updates: [tf.Operation] or tf.Operation - list of update functions or single update function that will be run whenever - the function is called. The return is ignored. - - """ - if isinstance(outputs, list): - return _Function(inputs, outputs, updates, givens=givens) - elif isinstance(outputs, (dict, collections.OrderedDict)): - f = _Function(inputs, outputs.values(), updates, givens=givens) - return lambda *args, **kwargs: type(outputs)(zip(outputs.keys(), f(*args, **kwargs))) - else: - f = _Function(inputs, [outputs], updates, givens=givens) - return lambda *args, **kwargs: f(*args, **kwargs)[0] - - -class _Function(object): - def __init__(self, inputs, outputs, updates, givens): - for inpt in inputs: - if not hasattr(inpt, 'make_feed_dict') and not (type(inpt) is tf.Tensor and len(inpt.op.inputs) == 0): - assert False, "inputs should all be placeholders, constants, or have a make_feed_dict method" - self.inputs = inputs - self.input_names = {inp.name.split("/")[-1].split(":")[0]: inp for inp in inputs} - updates = updates or [] - self.update_group = tf.group(*updates) - self.outputs_update = list(outputs) + [self.update_group] - self.givens = {} if givens is None else givens - - def _feed_input(self, feed_dict, inpt, value): - if hasattr(inpt, 'make_feed_dict'): - feed_dict.update(inpt.make_feed_dict(value)) - else: - feed_dict[inpt] = adjust_shape(inpt, value) - - def __call__(self, *args, **kwargs): - assert len(args) + len(kwargs) <= len(self.inputs), "Too many arguments provided" - feed_dict = {} - # Update feed dict with givens. - for inpt in self.givens: - feed_dict[inpt] = adjust_shape(inpt, feed_dict.get(inpt, self.givens[inpt])) - # Update the args - for inpt, value in zip(self.inputs, args): - self._feed_input(feed_dict, inpt, value) - for inpt_name, value in kwargs.items(): - self._feed_input(feed_dict, self.input_names[inpt_name], value) - results = get_session().run(self.outputs_update, feed_dict=feed_dict)[:-1] - return results - # ================================================================ # Flat vectors # ================================================================ @@ -227,8 +96,7 @@ def numel(x): def intprod(x): return int(np.prod(x)) -def flatgrad(loss, var_list, clip_norm=None): - grads = tf.gradients(loss, var_list) +def flatgrad(grads, var_list, clip_norm=None): if clip_norm is not None: grads = [tf.clip_by_norm(grad, clip_norm=clip_norm) for grad in grads] return tf.concat(axis=0, values=[ @@ -238,151 +106,40 @@ def flatgrad(loss, var_list, clip_norm=None): class SetFromFlat(object): def __init__(self, var_list, dtype=tf.float32): - assigns = [] - shapes = list(map(var_shape, var_list)) - total_size = np.sum([intprod(shape) for shape in shapes]) - - self.theta = theta = tf.placeholder(dtype, [total_size]) - start = 0 - assigns = [] - for (shape, v) in zip(shapes, var_list): - size = intprod(shape) - assigns.append(tf.assign(v, tf.reshape(theta[start:start + size], shape))) - start += size - self.op = tf.group(*assigns) + self.shapes = list(map(var_shape, var_list)) + self.total_size = np.sum([intprod(shape) for shape in self.shapes]) + self.var_list = var_list def __call__(self, theta): - tf.get_default_session().run(self.op, feed_dict={self.theta: theta}) + start = 0 + for (shape, v) in zip(self.shapes, self.var_list): + size = intprod(shape) + v.assign(tf.reshape(theta[start:start + size], shape)) + start += size class GetFlat(object): def __init__(self, var_list): - self.op = tf.concat(axis=0, values=[tf.reshape(v, [numel(v)]) for v in var_list]) + self.var_list = var_list def __call__(self): - return tf.get_default_session().run(self.op) + return tf.concat(axis=0, values=[tf.reshape(v, [numel(v)]) for v in self.var_list]).numpy() def flattenallbut0(x): return tf.reshape(x, [-1, intprod(x.get_shape().as_list()[1:])]) -# ============================================================= -# TF placeholders management -# ============================================================ - -_PLACEHOLDER_CACHE = {} # name -> (placeholder, dtype, shape) - -def get_placeholder(name, dtype, shape): - if name in _PLACEHOLDER_CACHE: - out, dtype1, shape1 = _PLACEHOLDER_CACHE[name] - if out.graph == tf.get_default_graph(): - assert dtype1 == dtype and shape1 == shape, \ - 'Placeholder with name {} has already been registered and has shape {}, different from requested {}'.format(name, shape1, shape) - return out - - out = tf.placeholder(dtype=dtype, shape=shape, name=name) - _PLACEHOLDER_CACHE[name] = (out, dtype, shape) - return out - -def get_placeholder_cached(name): - return _PLACEHOLDER_CACHE[name][0] - - # ================================================================ -# Diagnostics +# Shape adjustment for feeding into tf tensors # ================================================================ - -def display_var_info(vars): - from baselines import logger - count_params = 0 - for v in vars: - name = v.name - if "/Adam" in name or "beta1_power" in name or "beta2_power" in name: continue - v_params = np.prod(v.shape.as_list()) - count_params += v_params - if "/b:" in name or "/bias" in name: continue # Wx+b, bias is not interesting to look at => count params, but not print - logger.info(" %s%s %i params %s" % (name, " "*(55-len(name)), v_params, str(v.shape))) - - logger.info("Total model parameters: %0.2f million" % (count_params*1e-6)) - - -def get_available_gpus(session_config=None): - # based on recipe from https://stackoverflow.com/a/38580201 - - # Unless we allocate a session here, subsequent attempts to create one - # will ignore our custom config (in particular, allow_growth=True will have - # no effect). - if session_config is None: - session_config = get_session()._config - - from tensorflow.python.client import device_lib - local_device_protos = device_lib.list_local_devices(session_config) - return [x.name for x in local_device_protos if x.device_type == 'GPU'] - -# ================================================================ -# Saving variables -# ================================================================ - -def load_state(fname, sess=None): - from baselines import logger - logger.warn('load_state method is deprecated, please use load_variables instead') - sess = sess or get_session() - saver = tf.train.Saver() - saver.restore(tf.get_default_session(), fname) - -def save_state(fname, sess=None): - from baselines import logger - logger.warn('save_state method is deprecated, please use save_variables instead') - sess = sess or get_session() - dirname = os.path.dirname(fname) - if any(dirname): - os.makedirs(dirname, exist_ok=True) - saver = tf.train.Saver() - saver.save(tf.get_default_session(), fname) - -# The methods above and below are clearly doing the same thing, and in a rather similar way -# TODO: ensure there is no subtle differences and remove one - -def save_variables(save_path, variables=None, sess=None): - import joblib - sess = sess or get_session() - variables = variables or tf.get_collection(tf.GraphKeys.GLOBAL_VARIABLES) - - ps = sess.run(variables) - save_dict = {v.name: value for v, value in zip(variables, ps)} - dirname = os.path.dirname(save_path) - if any(dirname): - os.makedirs(dirname, exist_ok=True) - joblib.dump(save_dict, save_path) - -def load_variables(load_path, variables=None, sess=None): - import joblib - sess = sess or get_session() - variables = variables or tf.get_collection(tf.GraphKeys.GLOBAL_VARIABLES) - - loaded_params = joblib.load(os.path.expanduser(load_path)) - restores = [] - if isinstance(loaded_params, list): - assert len(loaded_params) == len(variables), 'number of variables loaded mismatches len(variables)' - for d, v in zip(loaded_params, variables): - restores.append(v.assign(d)) - else: - for v in variables: - restores.append(v.assign(loaded_params[v.name])) - - sess.run(restores) - -# ================================================================ -# Shape adjustment for feeding into tf placeholders -# ================================================================ -def adjust_shape(placeholder, data): +def adjust_shape(input_tensor, data): ''' - adjust shape of the data to the shape of the placeholder if possible. + adjust shape of the data to the shape of the tensor if possible. If shape is incompatible, AssertionError is thrown Parameters: - placeholder tensorflow input placeholder + input_tensor tensorflow input tensor - data input data to be (potentially) reshaped to be fed into placeholder + data input data to be (potentially) reshaped to be fed into input Returns: reshaped data @@ -393,24 +150,23 @@ def adjust_shape(placeholder, data): if isinstance(data, list): data = np.array(data) - placeholder_shape = [x or -1 for x in placeholder.shape.as_list()] + input_shape = [x or -1 for x in input_tensor.shape.as_list()] - assert _check_shape(placeholder_shape, data.shape), \ - 'Shape of data {} is not compatible with shape of the placeholder {}'.format(data.shape, placeholder_shape) + assert _check_shape(input_shape, data.shape), \ + 'Shape of data {} is not compatible with shape of the input {}'.format(data.shape, input_shape) - return np.reshape(data, placeholder_shape) + return np.reshape(data, input_shape) -def _check_shape(placeholder_shape, data_shape): +def _check_shape(input_shape, data_shape): ''' check if two shapes are compatible (i.e. differ only by dimensions of size 1, or by the batch dimension)''' - return True - squeezed_placeholder_shape = _squeeze_shape(placeholder_shape) + squeezed_input_shape = _squeeze_shape(input_shape) squeezed_data_shape = _squeeze_shape(data_shape) for i, s_data in enumerate(squeezed_data_shape): - s_placeholder = squeezed_placeholder_shape[i] - if s_placeholder != -1 and s_data != s_placeholder: + s_input = squeezed_input_shape[i] + if s_input != -1 and s_data != s_input: return False return True diff --git a/baselines/common/vec_env/shmem_vec_env.py b/baselines/common/vec_env/shmem_vec_env.py index 5b9195d..343ef94 100644 --- a/baselines/common/vec_env/shmem_vec_env.py +++ b/baselines/common/vec_env/shmem_vec_env.py @@ -70,11 +70,9 @@ class ShmemVecEnv(VecEnv): assert len(actions) == len(self.parent_pipes) for pipe, act in zip(self.parent_pipes, actions): pipe.send(('step', act)) - self.waiting_step = True def step_wait(self): outs = [pipe.recv() for pipe in self.parent_pipes] - self.waiting_step = False obs, rews, dones, infos = zip(*outs) return self._decode_obses(obs), np.array(rews), np.array(dones), infos diff --git a/baselines/common/vec_env/util.py b/baselines/common/vec_env/util.py index ddc71c2..d29d8a3 100644 --- a/baselines/common/vec_env/util.py +++ b/baselines/common/vec_env/util.py @@ -38,9 +38,6 @@ def obs_space_info(obs_space): if isinstance(obs_space, gym.spaces.Dict): assert isinstance(obs_space.spaces, OrderedDict) subspaces = obs_space.spaces - elif isinstance(obs_space, gym.spaces.Tuple): - assert isinstance(obs_space.spaces, tuple) - subspaces = {i: obs_space.spaces[i] for i in range(len(obs_space.spaces))} else: subspaces = {None: obs_space} keys = [] diff --git a/baselines/common/vec_env/vec_env.py b/baselines/common/vec_env/vec_env.py index fc6098e..437d15f 100644 --- a/baselines/common/vec_env/vec_env.py +++ b/baselines/common/vec_env/vec_env.py @@ -146,8 +146,8 @@ class VecEnvWrapper(VecEnv): def __init__(self, venv, observation_space=None, action_space=None): self.venv = venv super().__init__(num_envs=venv.num_envs, - observation_space=observation_space or venv.observation_space, - action_space=action_space or venv.action_space) + observation_space=observation_space or venv.observation_space, + action_space=action_space or venv.action_space) def step_async(self, actions): self.venv.step_async(actions) @@ -169,11 +169,6 @@ class VecEnvWrapper(VecEnv): def get_images(self): return self.venv.get_images() - def __getattr__(self, name): - if name.startswith('_'): - raise AttributeError("attempted to get missing private attribute '{}'".format(name)) - return getattr(self.venv, name) - class VecEnvObservationWrapper(VecEnvWrapper): @abstractmethod def process(self, obs): diff --git a/baselines/common/vec_env/vec_monitor.py b/baselines/common/vec_env/vec_monitor.py index efaafc9..6e67378 100644 --- a/baselines/common/vec_env/vec_monitor.py +++ b/baselines/common/vec_env/vec_monitor.py @@ -5,18 +5,16 @@ import time from collections import deque class VecMonitor(VecEnvWrapper): - def __init__(self, venv, filename=None, keep_buf=0, info_keywords=()): + def __init__(self, venv, filename=None, keep_buf=0): VecEnvWrapper.__init__(self, venv) self.eprets = None self.eplens = None self.epcount = 0 self.tstart = time.time() if filename: - self.results_writer = ResultsWriter(filename, header={'t_start': self.tstart}, - extra_keys=info_keywords) + self.results_writer = ResultsWriter(filename, header={'t_start': self.tstart}) else: self.results_writer = None - self.info_keywords = info_keywords self.keep_buf = keep_buf if self.keep_buf: self.epret_buf = deque([], maxlen=keep_buf) @@ -32,16 +30,11 @@ class VecMonitor(VecEnvWrapper): obs, rews, dones, infos = self.venv.step_wait() self.eprets += rews self.eplens += 1 - - newinfos = list(infos[:]) - for i in range(len(dones)): - if dones[i]: - info = infos[i].copy() - ret = self.eprets[i] - eplen = self.eplens[i] + newinfos = [] + for (i, (done, ret, eplen, info)) in enumerate(zip(dones, self.eprets, self.eplens, infos)): + info = info.copy() + if done: epinfo = {'r': ret, 'l': eplen, 't': round(time.time() - self.tstart, 6)} - for k in self.info_keywords: - epinfo[k] = info[k] info['episode'] = epinfo if self.keep_buf: self.epret_buf.append(ret) @@ -51,5 +44,6 @@ class VecMonitor(VecEnvWrapper): self.eplens[i] = 0 if self.results_writer: self.results_writer.write_row(epinfo) - newinfos[i] = info + newinfos.append(info) + return obs, rews, dones, newinfos diff --git a/baselines/common/vec_env/vec_normalize.py b/baselines/common/vec_env/vec_normalize.py index 51a4515..f3255e9 100644 --- a/baselines/common/vec_env/vec_normalize.py +++ b/baselines/common/vec_env/vec_normalize.py @@ -1,22 +1,18 @@ from . import VecEnvWrapper +from baselines.common.running_mean_std import RunningMeanStd import numpy as np + class VecNormalize(VecEnvWrapper): """ A vectorized wrapper that normalizes the observations and returns from an environment. """ - def __init__(self, venv, ob=True, ret=True, clipob=10., cliprew=10., gamma=0.99, epsilon=1e-8, use_tf=False): + def __init__(self, venv, ob=True, ret=True, clipob=10., cliprew=10., gamma=0.99, epsilon=1e-8): VecEnvWrapper.__init__(self, venv) - if use_tf: - from baselines.common.running_mean_std import TfRunningMeanStd - self.ob_rms = TfRunningMeanStd(shape=self.observation_space.shape, scope='ob_rms') if ob else None - self.ret_rms = TfRunningMeanStd(shape=(), scope='ret_rms') if ret else None - else: - from baselines.common.running_mean_std import RunningMeanStd - self.ob_rms = RunningMeanStd(shape=self.observation_space.shape) if ob else None - self.ret_rms = RunningMeanStd(shape=()) if ret else None + self.ob_rms = RunningMeanStd(shape=self.observation_space.shape) if ob else None + self.ret_rms = RunningMeanStd(shape=()) if ret else None self.clipob = clipob self.cliprew = cliprew self.ret = np.zeros(self.num_envs) diff --git a/baselines/common/vec_env/vec_remove_dict_obs.py b/baselines/common/vec_env/vec_remove_dict_obs.py index a6c4656..602b949 100644 --- a/baselines/common/vec_env/vec_remove_dict_obs.py +++ b/baselines/common/vec_env/vec_remove_dict_obs.py @@ -1,5 +1,6 @@ from .vec_env import VecEnvObservationWrapper + class VecExtractDictObs(VecEnvObservationWrapper): def __init__(self, venv, key): self.key = key @@ -7,4 +8,4 @@ class VecExtractDictObs(VecEnvObservationWrapper): observation_space=venv.observation_space.spaces[self.key]) def process(self, obs): - return obs[self.key] + return obs[self.key] \ No newline at end of file diff --git a/baselines/common/wrappers.py b/baselines/common/wrappers.py index e5e93b0..7683d18 100644 --- a/baselines/common/wrappers.py +++ b/baselines/common/wrappers.py @@ -16,14 +16,4 @@ class TimeLimit(gym.Wrapper): def reset(self, **kwargs): self._elapsed_steps = 0 - return self.env.reset(**kwargs) - -class ClipActionsWrapper(gym.Wrapper): - def step(self, action): - import numpy as np - action = np.nan_to_num(action) - action = np.clip(action, self.action_space.low, self.action_space.high) - return self.env.step(action) - - def reset(self, **kwargs): - return self.env.reset(**kwargs) + return self.env.reset(**kwargs) \ No newline at end of file diff --git a/baselines/ddpg/ddpg.py b/baselines/ddpg/ddpg.py index dd53ce1..0a2c405 100755 --- a/baselines/ddpg/ddpg.py +++ b/baselines/ddpg/ddpg.py @@ -1,4 +1,5 @@ import os +import os.path as osp import time from collections import deque import pickle @@ -8,9 +9,9 @@ from baselines.ddpg.models import Actor, Critic from baselines.ddpg.memory import Memory from baselines.ddpg.noise import AdaptiveParamNoiseSpec, NormalActionNoise, OrnsteinUhlenbeckActionNoise from baselines.common import set_global_seeds -import baselines.common.tf_util as U from baselines import logger +import tensorflow as tf import numpy as np try: @@ -42,6 +43,7 @@ def learn(network, env, tau=0.01, eval_env=None, param_noise_adaption_interval=50, + load_path=None, **network_kwargs): set_global_seeds(seed) @@ -61,8 +63,8 @@ def learn(network, env, assert (np.abs(env.action_space.low) == env.action_space.high).all() # we assume symmetric actions. memory = Memory(limit=int(1e6), action_shape=env.action_space.shape, observation_shape=env.observation_space.shape) - critic = Critic(network=network, **network_kwargs) - actor = Actor(nb_actions, network=network, **network_kwargs) + critic = Critic(nb_actions, ob_shape=env.observation_space.shape, network=network, **network_kwargs) + actor = Actor(nb_actions, ob_shape=env.observation_space.shape, network=network, **network_kwargs) action_noise = None param_noise = None @@ -94,12 +96,18 @@ def learn(network, env, logger.info('Using agent with the following configuration:') logger.info(str(agent.__dict__.items())) + if load_path is not None: + load_path = osp.expanduser(load_path) + ckpt = tf.train.Checkpoint(model=agent) + manager = tf.train.CheckpointManager(ckpt, load_path, max_to_keep=None) + ckpt.restore(manager.latest_checkpoint) + print("Restoring from {}".format(manager.latest_checkpoint)) + eval_episode_rewards_history = deque(maxlen=100) episode_rewards_history = deque(maxlen=100) - sess = U.get_session() + # Prepare everything. - agent.initialize(sess) - sess.graph.finalize() + agent.initialize() agent.reset() @@ -133,7 +141,8 @@ def learn(network, env, agent.reset() for t_rollout in range(nb_rollout_steps): # Predict next action. - action, q, _, _ = agent.step(obs, apply_noise=True, compute_Q=True) + action, q, _, _ = agent.step(tf.constant(obs), apply_noise=True, compute_Q=True) + action, q = action.numpy(), q.numpy() # Execute next action. if rank == 0 and render: @@ -170,7 +179,6 @@ def learn(network, env, agent.reset() - # Train. epoch_actor_losses = [] epoch_critic_losses = [] @@ -178,7 +186,9 @@ def learn(network, env, for t_train in range(nb_train_steps): # Adapt param noise, if necessary. if memory.nb_entries >= batch_size and t_train % param_noise_adaption_interval == 0: - distance = agent.adapt_param_noise() + batch = agent.memory.sample(batch_size=batch_size) + obs0 = tf.constant(batch['obs0']) + distance = agent.adapt_param_noise(obs0) epoch_adaptive_distances.append(distance) cl, al = agent.train() diff --git a/baselines/ddpg/ddpg_learner.py b/baselines/ddpg/ddpg_learner.py index 9058334..44b2d59 100755 --- a/baselines/ddpg/ddpg_learner.py +++ b/baselines/ddpg/ddpg_learner.py @@ -1,16 +1,15 @@ -from copy import copy from functools import reduce import numpy as np import tensorflow as tf -import tensorflow.contrib as tc from baselines import logger -from baselines.common.mpi_adam import MpiAdam -import baselines.common.tf_util as U +from baselines.ddpg.models import Actor, Critic from baselines.common.mpi_running_mean_std import RunningMeanStd try: from mpi4py import MPI + from baselines.common.mpi_adam_optimizer import MpiAdamOptimizer + from baselines.common.mpi_util import sync_from_root except ImportError: MPI = None @@ -25,6 +24,7 @@ def denormalize(x, stats): return x return x * stats.std + stats.mean +@tf.function def reduce_std(x, axis=None, keepdims=False): return tf.sqrt(reduce_var(x, axis=axis, keepdims=keepdims)) @@ -33,49 +33,21 @@ def reduce_var(x, axis=None, keepdims=False): devs_squared = tf.square(x - m) return tf.reduce_mean(devs_squared, axis=axis, keepdims=keepdims) -def get_target_updates(vars, target_vars, tau): - logger.info('setting up target updates ...') - soft_updates = [] - init_updates = [] - assert len(vars) == len(target_vars) - for var, target_var in zip(vars, target_vars): - logger.info(' {} <- {}'.format(target_var.name, var.name)) - init_updates.append(tf.assign(target_var, var)) - soft_updates.append(tf.assign(target_var, (1. - tau) * target_var + tau * var)) - assert len(init_updates) == len(vars) - assert len(soft_updates) == len(vars) - return tf.group(*init_updates), tf.group(*soft_updates) +@tf.function +def update_perturbed_actor(actor, perturbed_actor, param_noise_stddev): - -def get_perturbed_actor_updates(actor, perturbed_actor, param_noise_stddev): - assert len(actor.vars) == len(perturbed_actor.vars) - assert len(actor.perturbable_vars) == len(perturbed_actor.perturbable_vars) - - updates = [] - for var, perturbed_var in zip(actor.vars, perturbed_actor.vars): + for var, perturbed_var in zip(actor.variables, perturbed_actor.variables): if var in actor.perturbable_vars: - logger.info(' {} <- {} + noise'.format(perturbed_var.name, var.name)) - updates.append(tf.assign(perturbed_var, var + tf.random_normal(tf.shape(var), mean=0., stddev=param_noise_stddev))) + perturbed_var.assign(var + tf.random.normal(shape=tf.shape(var), mean=0., stddev=param_noise_stddev)) else: - logger.info(' {} <- {}'.format(perturbed_var.name, var.name)) - updates.append(tf.assign(perturbed_var, var)) - assert len(updates) == len(actor.vars) - return tf.group(*updates) + perturbed_var.assign(var) -class DDPG(object): +class DDPG(tf.Module): def __init__(self, actor, critic, memory, observation_shape, action_shape, param_noise=None, action_noise=None, gamma=0.99, tau=0.001, normalize_returns=False, enable_popart=False, normalize_observations=True, batch_size=128, observation_range=(-5., 5.), action_range=(-1., 1.), return_range=(-np.inf, np.inf), critic_l2_reg=0., actor_lr=1e-4, critic_lr=1e-3, clip_norm=None, reward_scale=1.): - # Inputs. - self.obs0 = tf.placeholder(tf.float32, shape=(None,) + observation_shape, name='obs0') - self.obs1 = tf.placeholder(tf.float32, shape=(None,) + observation_shape, name='obs1') - self.terminals1 = tf.placeholder(tf.float32, shape=(None, 1), name='terminals1') - self.rewards = tf.placeholder(tf.float32, shape=(None, 1), name='rewards') - self.actions = tf.placeholder(tf.float32, shape=(None,) + action_shape, name='actions') - self.critic_target = tf.placeholder(tf.float32, shape=(None, 1), name='critic_target') - self.param_noise_stddev = tf.placeholder(tf.float32, shape=(), name='param_noise_stddev') # Parameters. self.gamma = gamma @@ -88,128 +60,103 @@ class DDPG(object): self.action_range = action_range self.return_range = return_range self.observation_range = observation_range + self.observation_shape = observation_shape self.critic = critic self.actor = actor - self.actor_lr = actor_lr - self.critic_lr = critic_lr self.clip_norm = clip_norm self.enable_popart = enable_popart self.reward_scale = reward_scale self.batch_size = batch_size self.stats_sample = None self.critic_l2_reg = critic_l2_reg + self.actor_lr = tf.constant(actor_lr) + self.critic_lr = tf.constant(critic_lr) # Observation normalization. if self.normalize_observations: - with tf.variable_scope('obs_rms'): + with tf.name_scope('obs_rms'): self.obs_rms = RunningMeanStd(shape=observation_shape) else: self.obs_rms = None - normalized_obs0 = tf.clip_by_value(normalize(self.obs0, self.obs_rms), - self.observation_range[0], self.observation_range[1]) - normalized_obs1 = tf.clip_by_value(normalize(self.obs1, self.obs_rms), - self.observation_range[0], self.observation_range[1]) # Return normalization. if self.normalize_returns: - with tf.variable_scope('ret_rms'): + with tf.name_scope('ret_rms'): self.ret_rms = RunningMeanStd() else: self.ret_rms = None # Create target networks. - target_actor = copy(actor) - target_actor.name = 'target_actor' - self.target_actor = target_actor - target_critic = copy(critic) - target_critic.name = 'target_critic' - self.target_critic = target_critic - - # Create networks and core TF parts that are shared across setup parts. - self.actor_tf = actor(normalized_obs0) - self.normalized_critic_tf = critic(normalized_obs0, self.actions) - self.critic_tf = denormalize(tf.clip_by_value(self.normalized_critic_tf, self.return_range[0], self.return_range[1]), self.ret_rms) - self.normalized_critic_with_actor_tf = critic(normalized_obs0, self.actor_tf, reuse=True) - self.critic_with_actor_tf = denormalize(tf.clip_by_value(self.normalized_critic_with_actor_tf, self.return_range[0], self.return_range[1]), self.ret_rms) - Q_obs1 = denormalize(target_critic(normalized_obs1, target_actor(normalized_obs1)), self.ret_rms) - self.target_Q = self.rewards + (1. - self.terminals1) * gamma * Q_obs1 + self.target_critic = Critic(actor.nb_actions, observation_shape, name='target_critic', network=critic.network, **critic.network_kwargs) + self.target_actor = Actor(actor.nb_actions, observation_shape, name='target_actor', network=actor.network, **actor.network_kwargs) # Set up parts. if self.param_noise is not None: - self.setup_param_noise(normalized_obs0) - self.setup_actor_optimizer() - self.setup_critic_optimizer() - if self.normalize_returns and self.enable_popart: - self.setup_popart() - self.setup_stats() - self.setup_target_network_updates() + self.setup_param_noise() - self.initial_state = None # recurrent architectures not supported yet + if MPI is not None: + comm = MPI.COMM_WORLD + self.actor_optimizer = MpiAdamOptimizer(comm, self.actor.trainable_variables) + self.critic_optimizer = MpiAdamOptimizer(comm, self.critic.trainable_variables) + else: + self.actor_optimizer = tf.keras.optimizers.Adam(learning_rate=actor_lr) + self.critic_optimizer = tf.keras.optimizers.Adam(learning_rate=critic_lr) - def setup_target_network_updates(self): - actor_init_updates, actor_soft_updates = get_target_updates(self.actor.vars, self.target_actor.vars, self.tau) - critic_init_updates, critic_soft_updates = get_target_updates(self.critic.vars, self.target_critic.vars, self.tau) - self.target_init_updates = [actor_init_updates, critic_init_updates] - self.target_soft_updates = [actor_soft_updates, critic_soft_updates] - - def setup_param_noise(self, normalized_obs0): - assert self.param_noise is not None - - # Configure perturbed actor. - param_noise_actor = copy(self.actor) - param_noise_actor.name = 'param_noise_actor' - self.perturbed_actor_tf = param_noise_actor(normalized_obs0) - logger.info('setting up param noise') - self.perturb_policy_ops = get_perturbed_actor_updates(self.actor, param_noise_actor, self.param_noise_stddev) - - # Configure separate copy for stddev adoption. - adaptive_param_noise_actor = copy(self.actor) - adaptive_param_noise_actor.name = 'adaptive_param_noise_actor' - adaptive_actor_tf = adaptive_param_noise_actor(normalized_obs0) - self.perturb_adaptive_policy_ops = get_perturbed_actor_updates(self.actor, adaptive_param_noise_actor, self.param_noise_stddev) - self.adaptive_policy_distance = tf.sqrt(tf.reduce_mean(tf.square(self.actor_tf - adaptive_actor_tf))) - - def setup_actor_optimizer(self): logger.info('setting up actor optimizer') - self.actor_loss = -tf.reduce_mean(self.critic_with_actor_tf) - actor_shapes = [var.get_shape().as_list() for var in self.actor.trainable_vars] + actor_shapes = [var.get_shape().as_list() for var in self.actor.trainable_variables] actor_nb_params = sum([reduce(lambda x, y: x * y, shape) for shape in actor_shapes]) logger.info(' actor shapes: {}'.format(actor_shapes)) logger.info(' actor params: {}'.format(actor_nb_params)) - self.actor_grads = U.flatgrad(self.actor_loss, self.actor.trainable_vars, clip_norm=self.clip_norm) - self.actor_optimizer = MpiAdam(var_list=self.actor.trainable_vars, - beta1=0.9, beta2=0.999, epsilon=1e-08) - - def setup_critic_optimizer(self): logger.info('setting up critic optimizer') - normalized_critic_target_tf = tf.clip_by_value(normalize(self.critic_target, self.ret_rms), self.return_range[0], self.return_range[1]) - self.critic_loss = tf.reduce_mean(tf.square(self.normalized_critic_tf - normalized_critic_target_tf)) - if self.critic_l2_reg > 0.: - critic_reg_vars = [var for var in self.critic.trainable_vars if var.name.endswith('/w:0') and 'output' not in var.name] - for var in critic_reg_vars: - logger.info(' regularizing: {}'.format(var.name)) - logger.info(' applying l2 regularization with {}'.format(self.critic_l2_reg)) - critic_reg = tc.layers.apply_regularization( - tc.layers.l2_regularizer(self.critic_l2_reg), - weights_list=critic_reg_vars - ) - self.critic_loss += critic_reg - critic_shapes = [var.get_shape().as_list() for var in self.critic.trainable_vars] + critic_shapes = [var.get_shape().as_list() for var in self.critic.trainable_variables] critic_nb_params = sum([reduce(lambda x, y: x * y, shape) for shape in critic_shapes]) logger.info(' critic shapes: {}'.format(critic_shapes)) logger.info(' critic params: {}'.format(critic_nb_params)) - self.critic_grads = U.flatgrad(self.critic_loss, self.critic.trainable_vars, clip_norm=self.clip_norm) - self.critic_optimizer = MpiAdam(var_list=self.critic.trainable_vars, - beta1=0.9, beta2=0.999, epsilon=1e-08) + if self.critic_l2_reg > 0.: + critic_reg_vars = [] + for layer in self.critic.network_builder.layers[1:]: + critic_reg_vars.append(layer.kernel) + for var in critic_reg_vars: + logger.info(' regularizing: {}'.format(var.name)) + logger.info(' applying l2 regularization with {}'.format(self.critic_l2_reg)) + + logger.info('setting up critic target updates ...') + for var, target_var in zip(self.critic.variables, self.target_critic.variables): + logger.info(' {} <- {}'.format(target_var.name, var.name)) + logger.info('setting up actor target updates ...') + for var, target_var in zip(self.actor.variables, self.target_actor.variables): + logger.info(' {} <- {}'.format(target_var.name, var.name)) + + if self.param_noise: + logger.info('setting up param noise') + for var, perturbed_var in zip(self.actor.variables, self.perturbed_actor.variables): + if var in actor.perturbable_vars: + logger.info(' {} <- {} + noise'.format(perturbed_var.name, var.name)) + else: + logger.info(' {} <- {}'.format(perturbed_var.name, var.name)) + for var, perturbed_var in zip(self.actor.variables, self.perturbed_adaptive_actor.variables): + if var in actor.perturbable_vars: + logger.info(' {} <- {} + noise'.format(perturbed_var.name, var.name)) + else: + logger.info(' {} <- {}'.format(perturbed_var.name, var.name)) + + if self.normalize_returns and self.enable_popart: + self.setup_popart() + + self.initial_state = None # recurrent architectures not supported yet + + + def setup_param_noise(self): + assert self.param_noise is not None + + # Configure perturbed actor. + self.perturbed_actor = Actor(self.actor.nb_actions, self.observation_shape, name='param_noise_actor', network=self.actor.network, **self.actor.network_kwargs) + + # Configure separate copy for stddev adoption. + self.perturbed_adaptive_actor = Actor(self.actor.nb_actions, self.observation_shape, name='adaptive_param_noise_actor', network=self.actor.network, **self.actor.network_kwargs) def setup_popart(self): # See https://arxiv.org/pdf/1602.07714.pdf for details. - self.old_std = tf.placeholder(tf.float32, shape=[1], name='old_std') - new_std = self.ret_rms.std - self.old_mean = tf.placeholder(tf.float32, shape=[1], name='old_mean') - new_mean = self.ret_rms.mean - - self.renormalize_Q_outputs_op = [] for vs in [self.critic.output_vars, self.target_critic.output_vars]: assert len(vs) == 2 M, b = vs @@ -217,63 +164,26 @@ class DDPG(object): assert 'bias' in b.name assert M.get_shape()[-1] == 1 assert b.get_shape()[-1] == 1 - self.renormalize_Q_outputs_op += [M.assign(M * self.old_std / new_std)] - self.renormalize_Q_outputs_op += [b.assign((b * self.old_std + self.old_mean - new_mean) / new_std)] - - def setup_stats(self): - ops = [] - names = [] - - if self.normalize_returns: - ops += [self.ret_rms.mean, self.ret_rms.std] - names += ['ret_rms_mean', 'ret_rms_std'] - - if self.normalize_observations: - ops += [tf.reduce_mean(self.obs_rms.mean), tf.reduce_mean(self.obs_rms.std)] - names += ['obs_rms_mean', 'obs_rms_std'] - - ops += [tf.reduce_mean(self.critic_tf)] - names += ['reference_Q_mean'] - ops += [reduce_std(self.critic_tf)] - names += ['reference_Q_std'] - - ops += [tf.reduce_mean(self.critic_with_actor_tf)] - names += ['reference_actor_Q_mean'] - ops += [reduce_std(self.critic_with_actor_tf)] - names += ['reference_actor_Q_std'] - - ops += [tf.reduce_mean(self.actor_tf)] - names += ['reference_action_mean'] - ops += [reduce_std(self.actor_tf)] - names += ['reference_action_std'] - - if self.param_noise: - ops += [tf.reduce_mean(self.perturbed_actor_tf)] - names += ['reference_perturbed_action_mean'] - ops += [reduce_std(self.perturbed_actor_tf)] - names += ['reference_perturbed_action_std'] - - self.stats_ops = ops - self.stats_names = names + @tf.function def step(self, obs, apply_noise=True, compute_Q=True): + normalized_obs = tf.clip_by_value(normalize(obs, self.obs_rms), self.observation_range[0], self.observation_range[1]) + actor_tf = self.actor(normalized_obs) if self.param_noise is not None and apply_noise: - actor_tf = self.perturbed_actor_tf + action = self.perturbed_actor(normalized_obs) else: - actor_tf = self.actor_tf - feed_dict = {self.obs0: U.adjust_shape(self.obs0, [obs])} + action = actor_tf + if compute_Q: - action, q = self.sess.run([actor_tf, self.critic_with_actor_tf], feed_dict=feed_dict) + normalized_critic_with_actor_tf = self.critic(normalized_obs, actor_tf) + q = denormalize(tf.clip_by_value(normalized_critic_with_actor_tf, self.return_range[0], self.return_range[1]), self.ret_rms) else: - action = self.sess.run(actor_tf, feed_dict=feed_dict) q = None if self.action_noise is not None and apply_noise: noise = self.action_noise() - assert noise.shape == action[0].shape action += noise - action = np.clip(action, self.action_range[0], self.action_range[1]) - + action = tf.clip_by_value(action, self.action_range[0], self.action_range[1]) return action, q, None, None @@ -287,79 +197,130 @@ class DDPG(object): self.obs_rms.update(np.array([obs0[b]])) def train(self): - # Get a batch. batch = self.memory.sample(batch_size=self.batch_size) + obs0, obs1 = tf.constant(batch['obs0']), tf.constant(batch['obs1']) + actions, rewards, terminals1 = tf.constant(batch['actions']), tf.constant(batch['rewards']), tf.constant(batch['terminals1'], dtype=tf.float32) + normalized_obs0, target_Q = self.compute_normalized_obs0_and_target_Q(obs0, obs1, rewards, terminals1) if self.normalize_returns and self.enable_popart: - old_mean, old_std, target_Q = self.sess.run([self.ret_rms.mean, self.ret_rms.std, self.target_Q], feed_dict={ - self.obs1: batch['obs1'], - self.rewards: batch['rewards'], - self.terminals1: batch['terminals1'].astype('float32'), - }) + old_mean = self.ret_rms.mean + old_std = self.ret_rms.std self.ret_rms.update(target_Q.flatten()) - self.sess.run(self.renormalize_Q_outputs_op, feed_dict={ - self.old_std : np.array([old_std]), - self.old_mean : np.array([old_mean]), - }) + # renormalize Q outputs + new_mean = self.ret_rms.mean + new_std = self.ret_rms.std + for vs in [self.critic.output_vars, self.target_critic.output_vars]: + kernel, bias = vs + kernel.assign(kernel * old_std / new_std) + bias.assign((bias * old_std + old_mean - new_mean) / new_std) - # Run sanity check. Disabled by default since it slows down things considerably. - # print('running sanity check') - # target_Q_new, new_mean, new_std = self.sess.run([self.target_Q, self.ret_rms.mean, self.ret_rms.std], feed_dict={ - # self.obs1: batch['obs1'], - # self.rewards: batch['rewards'], - # self.terminals1: batch['terminals1'].astype('float32'), - # }) - # print(target_Q_new, target_Q, new_mean, new_std) - # assert (np.abs(target_Q - target_Q_new) < 1e-3).all() + + actor_grads, actor_loss = self.get_actor_grads(normalized_obs0) + critic_grads, critic_loss = self.get_critic_grads(normalized_obs0, actions, target_Q) + + if MPI is not None: + self.actor_optimizer.apply_gradients(actor_grads, self.actor_lr) + self.critic_optimizer.apply_gradients(critic_grads, self.critic_lr) else: - target_Q = self.sess.run(self.target_Q, feed_dict={ - self.obs1: batch['obs1'], - self.rewards: batch['rewards'], - self.terminals1: batch['terminals1'].astype('float32'), - }) - - # Get all gradients and perform a synced update. - ops = [self.actor_grads, self.actor_loss, self.critic_grads, self.critic_loss] - actor_grads, actor_loss, critic_grads, critic_loss = self.sess.run(ops, feed_dict={ - self.obs0: batch['obs0'], - self.actions: batch['actions'], - self.critic_target: target_Q, - }) - self.actor_optimizer.update(actor_grads, stepsize=self.actor_lr) - self.critic_optimizer.update(critic_grads, stepsize=self.critic_lr) + self.actor_optimizer.apply_gradients(zip(actor_grads, self.actor.trainable_variables)) + self.critic_optimizer.apply_gradients(zip(critic_grads, self.critic.trainable_variables)) return critic_loss, actor_loss - def initialize(self, sess): - self.sess = sess - self.sess.run(tf.global_variables_initializer()) - self.actor_optimizer.sync() - self.critic_optimizer.sync() - self.sess.run(self.target_init_updates) + @tf.function + def compute_normalized_obs0_and_target_Q(self, obs0, obs1, rewards, terminals1): + normalized_obs0 = tf.clip_by_value(normalize(obs0, self.obs_rms), self.observation_range[0], self.observation_range[1]) + normalized_obs1 = tf.clip_by_value(normalize(obs1, self.obs_rms), self.observation_range[0], self.observation_range[1]) + Q_obs1 = denormalize(self.target_critic(normalized_obs1, self.target_actor(normalized_obs1)), self.ret_rms) + target_Q = rewards + (1. - terminals1) * self.gamma * Q_obs1 + return normalized_obs0, target_Q + @tf.function + def get_actor_grads(self, normalized_obs0): + with tf.GradientTape() as tape: + actor_tf = self.actor(normalized_obs0) + normalized_critic_with_actor_tf = self.critic(normalized_obs0, actor_tf) + critic_with_actor_tf = denormalize(tf.clip_by_value(normalized_critic_with_actor_tf, self.return_range[0], self.return_range[1]), self.ret_rms) + actor_loss = -tf.reduce_mean(critic_with_actor_tf) + actor_grads = tape.gradient(actor_loss, self.actor.trainable_variables) + if self.clip_norm: + actor_grads = [tf.clip_by_norm(grad, clip_norm=self.clip_norm) for grad in actor_grads] + if MPI is not None: + actor_grads = tf.concat([tf.reshape(g, (-1,)) for g in actor_grads], axis=0) + return actor_grads, actor_loss + + @tf.function + def get_critic_grads(self, normalized_obs0, actions, target_Q): + with tf.GradientTape() as tape: + normalized_critic_tf = self.critic(normalized_obs0, actions) + normalized_critic_target_tf = tf.clip_by_value(normalize(target_Q, self.ret_rms), self.return_range[0], self.return_range[1]) + critic_loss = tf.reduce_mean(tf.square(normalized_critic_tf - normalized_critic_target_tf)) + # The first is input layer, which is ignored here. + if self.critic_l2_reg > 0.: + # Ignore the first input layer. + for layer in self.critic.network_builder.layers[1:]: + # The original l2_regularizer takes half of sum square. + critic_loss += (self.critic_l2_reg / 2.)* tf.reduce_sum(tf.square(layer.kernel)) + critic_grads = tape.gradient(critic_loss, self.critic.trainable_variables) + if self.clip_norm: + critic_grads = [tf.clip_by_norm(grad, clip_norm=self.clip_norm) for grad in critic_grads] + if MPI is not None: + critic_grads = tf.concat([tf.reshape(g, (-1,)) for g in critic_grads], axis=0) + return critic_grads, critic_loss + + + def initialize(self): + if MPI is not None: + sync_from_root(self.actor.trainable_variables + self.critic.trainable_variables) + self.target_actor.set_weights(self.actor.get_weights()) + self.target_critic.set_weights(self.critic.get_weights()) + + @tf.function def update_target_net(self): - self.sess.run(self.target_soft_updates) + for var, target_var in zip(self.actor.variables, self.target_actor.variables): + target_var.assign((1. - self.tau) * target_var + self.tau * var) + for var, target_var in zip(self.critic.variables, self.target_critic.variables): + target_var.assign((1. - self.tau) * target_var + self.tau * var) def get_stats(self): + if self.stats_sample is None: # Get a sample and keep that fixed for all further computations. # This allows us to estimate the change in value for the same set of inputs. self.stats_sample = self.memory.sample(batch_size=self.batch_size) - values = self.sess.run(self.stats_ops, feed_dict={ - self.obs0: self.stats_sample['obs0'], - self.actions: self.stats_sample['actions'], - }) + obs0 = self.stats_sample['obs0'] + actions = self.stats_sample['actions'] + normalized_obs0 = tf.clip_by_value(normalize(obs0, self.obs_rms), self.observation_range[0], self.observation_range[1]) + normalized_critic_tf = self.critic(normalized_obs0, actions) + critic_tf = denormalize(tf.clip_by_value(normalized_critic_tf, self.return_range[0], self.return_range[1]), self.ret_rms) + actor_tf = self.actor(normalized_obs0) + normalized_critic_with_actor_tf = self.critic(normalized_obs0, actor_tf) + critic_with_actor_tf = denormalize(tf.clip_by_value(normalized_critic_with_actor_tf, self.return_range[0], self.return_range[1]), self.ret_rms) - names = self.stats_names[:] - assert len(names) == len(values) - stats = dict(zip(names, values)) - - if self.param_noise is not None: - stats = {**stats, **self.param_noise.get_stats()} + stats = {} + if self.normalize_returns: + stats['ret_rms_mean'] = self.ret_rms.mean + stats['ret_rms_std'] = self.ret_rms.std + if self.normalize_observations: + stats['obs_rms_mean'] = tf.reduce_mean(self.obs_rms.mean) + stats['obs_rms_std'] = tf.reduce_mean(self.obs_rms.std) + stats['reference_Q_mean'] = tf.reduce_mean(critic_tf) + stats['reference_Q_std'] = reduce_std(critic_tf) + stats['reference_actor_Q_mean'] = tf.reduce_mean(critic_with_actor_tf) + stats['reference_actor_Q_std'] = reduce_std(critic_with_actor_tf) + stats['reference_action_mean'] = tf.reduce_mean(actor_tf) + stats['reference_action_std'] = reduce_std(actor_tf) + if self.param_noise: + perturbed_actor_tf = self.perturbed_actor(normalized_obs0) + stats['reference_perturbed_action_mean'] = tf.reduce_mean(perturbed_actor_tf) + stats['reference_perturbed_action_std'] = reduce_std(perturbed_actor_tf) + stats.update(self.param_noise.get_stats()) return stats - def adapt_param_noise(self): + + + def adapt_param_noise(self, obs0): try: from mpi4py import MPI except ImportError: @@ -368,34 +329,28 @@ class DDPG(object): if self.param_noise is None: return 0. - # Perturb a separate copy of the policy to adjust the scale for the next "real" perturbation. - batch = self.memory.sample(batch_size=self.batch_size) - self.sess.run(self.perturb_adaptive_policy_ops, feed_dict={ - self.param_noise_stddev: self.param_noise.current_stddev, - }) - distance = self.sess.run(self.adaptive_policy_distance, feed_dict={ - self.obs0: batch['obs0'], - self.param_noise_stddev: self.param_noise.current_stddev, - }) + mean_distance = self.get_mean_distance(obs0).numpy() if MPI is not None: - mean_distance = MPI.COMM_WORLD.allreduce(distance, op=MPI.SUM) / MPI.COMM_WORLD.Get_size() - else: - mean_distance = distance - - if MPI is not None: - mean_distance = MPI.COMM_WORLD.allreduce(distance, op=MPI.SUM) / MPI.COMM_WORLD.Get_size() - else: - mean_distance = distance + mean_distance = MPI.COMM_WORLD.allreduce(mean_distance, op=MPI.SUM) / MPI.COMM_WORLD.Get_size() self.param_noise.adapt(mean_distance) return mean_distance + @tf.function + def get_mean_distance(self, obs0): + # Perturb a separate copy of the policy to adjust the scale for the next "real" perturbation. + update_perturbed_actor(self.actor, self.perturbed_adaptive_actor, self.param_noise.current_stddev) + + normalized_obs0 = tf.clip_by_value(normalize(obs0, self.obs_rms), self.observation_range[0], self.observation_range[1]) + actor_tf = self.actor(normalized_obs0) + adaptive_actor_tf = self.perturbed_adaptive_actor(normalized_obs0) + mean_distance = tf.sqrt(tf.reduce_mean(tf.square(actor_tf - adaptive_actor_tf))) + return mean_distance + def reset(self): # Reset internal state after an episode is complete. if self.action_noise is not None: self.action_noise.reset() if self.param_noise is not None: - self.sess.run(self.perturb_policy_ops, feed_dict={ - self.param_noise_stddev: self.param_noise.current_stddev, - }) + update_perturbed_actor(self.actor, self.perturbed_actor, self.param_noise.current_stddev) diff --git a/baselines/ddpg/models.py b/baselines/ddpg/models.py index bfde840..175f9b8 100755 --- a/baselines/ddpg/models.py +++ b/baselines/ddpg/models.py @@ -2,50 +2,48 @@ import tensorflow as tf from baselines.common.models import get_network_builder -class Model(object): +class Model(tf.keras.Model): def __init__(self, name, network='mlp', **network_kwargs): - self.name = name - self.network_builder = get_network_builder(network)(**network_kwargs) - - @property - def vars(self): - return tf.get_collection(tf.GraphKeys.GLOBAL_VARIABLES, scope=self.name) - - @property - def trainable_vars(self): - return tf.get_collection(tf.GraphKeys.TRAINABLE_VARIABLES, scope=self.name) + super(Model, self).__init__(name=name) + self.network = network + self.network_kwargs = network_kwargs @property def perturbable_vars(self): - return [var for var in self.trainable_vars if 'LayerNorm' not in var.name] + return [var for var in self.trainable_variables if 'layer_normalization' not in var.name] class Actor(Model): - def __init__(self, nb_actions, name='actor', network='mlp', **network_kwargs): + def __init__(self, nb_actions, ob_shape, name='actor', network='mlp', **network_kwargs): super().__init__(name=name, network=network, **network_kwargs) self.nb_actions = nb_actions + self.network_builder = get_network_builder(network)(**network_kwargs)(ob_shape) + self.output_layer = tf.keras.layers.Dense(units=self.nb_actions, + activation=tf.keras.activations.tanh, + kernel_initializer=tf.random_uniform_initializer(minval=-3e-3, maxval=3e-3)) + _ = self.output_layer(self.network_builder.outputs[0]) - def __call__(self, obs, reuse=False): - with tf.variable_scope(self.name, reuse=tf.AUTO_REUSE): - x = self.network_builder(obs) - x = tf.layers.dense(x, self.nb_actions, kernel_initializer=tf.random_uniform_initializer(minval=-3e-3, maxval=3e-3)) - x = tf.nn.tanh(x) - return x + @tf.function + def call(self, obs): + return self.output_layer(self.network_builder(obs)) class Critic(Model): - def __init__(self, name='critic', network='mlp', **network_kwargs): + def __init__(self, nb_actions, ob_shape, name='critic', network='mlp', **network_kwargs): super().__init__(name=name, network=network, **network_kwargs) self.layer_norm = True + self.network_builder = get_network_builder(network)(**network_kwargs)((ob_shape[0] + nb_actions,)) + self.output_layer = tf.keras.layers.Dense(units=1, + kernel_initializer=tf.random_uniform_initializer(minval=-3e-3, maxval=3e-3), + name='output') + _ = self.output_layer(self.network_builder.outputs[0]) - def __call__(self, obs, action, reuse=False): - with tf.variable_scope(self.name, reuse=tf.AUTO_REUSE): - x = tf.concat([obs, action], axis=-1) # this assumes observation and action can be concatenated - x = self.network_builder(x) - x = tf.layers.dense(x, 1, kernel_initializer=tf.random_uniform_initializer(minval=-3e-3, maxval=3e-3), name='output') - return x + @tf.function + def call(self, obs, actions): + x = tf.concat([obs, actions], axis=-1) # this assumes observation and action can be concatenated + x = self.network_builder(x) + return self.output_layer(x) @property def output_vars(self): - output_vars = [var for var in self.trainable_vars if 'output' in var.name] - return output_vars + return self.output_layer.trainable_variables diff --git a/baselines/ddpg/test_smoke.py b/baselines/ddpg/test_smoke.py deleted file mode 100644 index bd7eba6..0000000 --- a/baselines/ddpg/test_smoke.py +++ /dev/null @@ -1,16 +0,0 @@ -from baselines.common.tests.util import smoketest -def _run(argstr): - smoketest('--alg=ddpg --env=Pendulum-v0 --num_timesteps=0 ' + argstr) - -def test_popart(): - _run('--normalize_returns=True --popart=True') - -def test_noise_normal(): - _run('--noise_type=normal_0.1') - -def test_noise_ou(): - _run('--noise_type=ou_0.1') - -def test_noise_adaptive(): - _run('--noise_type=adaptive-param_0.2,normal_0.1') - diff --git a/baselines/deepq/__init__.py b/baselines/deepq/__init__.py index 7f1a15c..97fd1ba 100644 --- a/baselines/deepq/__init__.py +++ b/baselines/deepq/__init__.py @@ -1,6 +1,6 @@ from baselines.deepq import models # noqa -from baselines.deepq.build_graph import build_act, build_train # noqa -from baselines.deepq.deepq import learn, load_act # noqa +from baselines.deepq.deepq_learner import DEEPQ #noqa +from baselines.deepq.deepq import learn # noqa from baselines.deepq.replay_buffer import ReplayBuffer, PrioritizedReplayBuffer # noqa def wrap_atari_dqn(env): diff --git a/baselines/deepq/build_graph.py b/baselines/deepq/build_graph.py deleted file mode 100644 index 650449c..0000000 --- a/baselines/deepq/build_graph.py +++ /dev/null @@ -1,449 +0,0 @@ -"""Deep Q learning graph - -The functions in this file can are used to create the following functions: - -======= act ======== - - Function to chose an action given an observation - - Parameters - ---------- - observation: object - Observation that can be feed into the output of make_obs_ph - stochastic: bool - if set to False all the actions are always deterministic (default False) - update_eps_ph: float - update epsilon a new value, if negative not update happens - (default: no update) - - Returns - ------- - Tensor of dtype tf.int64 and shape (BATCH_SIZE,) with an action to be performed for - every element of the batch. - - -======= act (in case of parameter noise) ======== - - Function to chose an action given an observation - - Parameters - ---------- - observation: object - Observation that can be feed into the output of make_obs_ph - stochastic: bool - if set to False all the actions are always deterministic (default False) - update_eps_ph: float - update epsilon to a new value, if negative no update happens - (default: no update) - reset_ph: bool - reset the perturbed policy by sampling a new perturbation - update_param_noise_threshold_ph: float - the desired threshold for the difference between non-perturbed and perturbed policy - update_param_noise_scale_ph: bool - whether or not to update the scale of the noise for the next time it is re-perturbed - - Returns - ------- - Tensor of dtype tf.int64 and shape (BATCH_SIZE,) with an action to be performed for - every element of the batch. - - -======= train ======= - - Function that takes a transition (s,a,r,s') and optimizes Bellman equation's error: - - td_error = Q(s,a) - (r + gamma * max_a' Q(s', a')) - loss = huber_loss[td_error] - - Parameters - ---------- - obs_t: object - a batch of observations - action: np.array - actions that were selected upon seeing obs_t. - dtype must be int32 and shape must be (batch_size,) - reward: np.array - immediate reward attained after executing those actions - dtype must be float32 and shape must be (batch_size,) - obs_tp1: object - observations that followed obs_t - done: np.array - 1 if obs_t was the last observation in the episode and 0 otherwise - obs_tp1 gets ignored, but must be of the valid shape. - dtype must be float32 and shape must be (batch_size,) - weight: np.array - imporance weights for every element of the batch (gradient is multiplied - by the importance weight) dtype must be float32 and shape must be (batch_size,) - - Returns - ------- - td_error: np.array - a list of differences between Q(s,a) and the target in Bellman's equation. - dtype is float32 and shape is (batch_size,) - -======= update_target ======== - - copy the parameters from optimized Q function to the target Q function. - In Q learning we actually optimize the following error: - - Q(s,a) - (r + gamma * max_a' Q'(s', a')) - - Where Q' is lagging behind Q to stablize the learning. For example for Atari - - Q' is set to Q once every 10000 updates training steps. - -""" -import tensorflow as tf -import baselines.common.tf_util as U - - -def scope_vars(scope, trainable_only=False): - """ - Get variables inside a scope - The scope can be specified as a string - Parameters - ---------- - scope: str or VariableScope - scope in which the variables reside. - trainable_only: bool - whether or not to return only the variables that were marked as trainable. - Returns - ------- - vars: [tf.Variable] - list of variables in `scope`. - """ - return tf.get_collection( - tf.GraphKeys.TRAINABLE_VARIABLES if trainable_only else tf.GraphKeys.GLOBAL_VARIABLES, - scope=scope if isinstance(scope, str) else scope.name - ) - - -def scope_name(): - """Returns the name of current scope as a string, e.g. deepq/q_func""" - return tf.get_variable_scope().name - - -def absolute_scope_name(relative_scope_name): - """Appends parent scope name to `relative_scope_name`""" - return scope_name() + "/" + relative_scope_name - - -def default_param_noise_filter(var): - if var not in tf.trainable_variables(): - # We never perturb non-trainable vars. - return False - if "fully_connected" in var.name: - # We perturb fully-connected layers. - return True - - # The remaining layers are likely conv or layer norm layers, which we do not wish to - # perturb (in the former case because they only extract features, in the latter case because - # we use them for normalization purposes). If you change your network, you will likely want - # to re-consider which layers to perturb and which to keep untouched. - return False - - -def build_act(make_obs_ph, q_func, num_actions, scope="deepq", reuse=None): - """Creates the act function: - - Parameters - ---------- - make_obs_ph: str -> tf.placeholder or TfInput - a function that take a name and creates a placeholder of input with that name - q_func: (tf.Variable, int, str, bool) -> tf.Variable - the model that takes the following inputs: - observation_in: object - the output of observation placeholder - num_actions: int - number of actions - scope: str - reuse: bool - should be passed to outer variable scope - and returns a tensor of shape (batch_size, num_actions) with values of every action. - num_actions: int - number of actions. - scope: str or VariableScope - optional scope for variable_scope. - reuse: bool or None - whether or not the variables should be reused. To be able to reuse the scope must be given. - - Returns - ------- - act: (tf.Variable, bool, float) -> tf.Variable - function to select and action given observation. -` See the top of the file for details. - """ - with tf.variable_scope(scope, reuse=reuse): - observations_ph = make_obs_ph("observation") - stochastic_ph = tf.placeholder(tf.bool, (), name="stochastic") - update_eps_ph = tf.placeholder(tf.float32, (), name="update_eps") - - eps = tf.get_variable("eps", (), initializer=tf.constant_initializer(0)) - - q_values = q_func(observations_ph.get(), num_actions, scope="q_func") - deterministic_actions = tf.argmax(q_values, axis=1) - - batch_size = tf.shape(observations_ph.get())[0] - random_actions = tf.random_uniform(tf.stack([batch_size]), minval=0, maxval=num_actions, dtype=tf.int64) - chose_random = tf.random_uniform(tf.stack([batch_size]), minval=0, maxval=1, dtype=tf.float32) < eps - stochastic_actions = tf.where(chose_random, random_actions, deterministic_actions) - - output_actions = tf.cond(stochastic_ph, lambda: stochastic_actions, lambda: deterministic_actions) - update_eps_expr = eps.assign(tf.cond(update_eps_ph >= 0, lambda: update_eps_ph, lambda: eps)) - _act = U.function(inputs=[observations_ph, stochastic_ph, update_eps_ph], - outputs=output_actions, - givens={update_eps_ph: -1.0, stochastic_ph: True}, - updates=[update_eps_expr]) - def act(ob, stochastic=True, update_eps=-1): - return _act(ob, stochastic, update_eps) - return act - - -def build_act_with_param_noise(make_obs_ph, q_func, num_actions, scope="deepq", reuse=None, param_noise_filter_func=None): - """Creates the act function with support for parameter space noise exploration (https://arxiv.org/abs/1706.01905): - - Parameters - ---------- - make_obs_ph: str -> tf.placeholder or TfInput - a function that take a name and creates a placeholder of input with that name - q_func: (tf.Variable, int, str, bool) -> tf.Variable - the model that takes the following inputs: - observation_in: object - the output of observation placeholder - num_actions: int - number of actions - scope: str - reuse: bool - should be passed to outer variable scope - and returns a tensor of shape (batch_size, num_actions) with values of every action. - num_actions: int - number of actions. - scope: str or VariableScope - optional scope for variable_scope. - reuse: bool or None - whether or not the variables should be reused. To be able to reuse the scope must be given. - param_noise_filter_func: tf.Variable -> bool - function that decides whether or not a variable should be perturbed. Only applicable - if param_noise is True. If set to None, default_param_noise_filter is used by default. - - Returns - ------- - act: (tf.Variable, bool, float, bool, float, bool) -> tf.Variable - function to select and action given observation. -` See the top of the file for details. - """ - if param_noise_filter_func is None: - param_noise_filter_func = default_param_noise_filter - - with tf.variable_scope(scope, reuse=reuse): - observations_ph = make_obs_ph("observation") - stochastic_ph = tf.placeholder(tf.bool, (), name="stochastic") - update_eps_ph = tf.placeholder(tf.float32, (), name="update_eps") - update_param_noise_threshold_ph = tf.placeholder(tf.float32, (), name="update_param_noise_threshold") - update_param_noise_scale_ph = tf.placeholder(tf.bool, (), name="update_param_noise_scale") - reset_ph = tf.placeholder(tf.bool, (), name="reset") - - eps = tf.get_variable("eps", (), initializer=tf.constant_initializer(0)) - param_noise_scale = tf.get_variable("param_noise_scale", (), initializer=tf.constant_initializer(0.01), trainable=False) - param_noise_threshold = tf.get_variable("param_noise_threshold", (), initializer=tf.constant_initializer(0.05), trainable=False) - - # Unmodified Q. - q_values = q_func(observations_ph.get(), num_actions, scope="q_func") - - # Perturbable Q used for the actual rollout. - q_values_perturbed = q_func(observations_ph.get(), num_actions, scope="perturbed_q_func") - # We have to wrap this code into a function due to the way tf.cond() works. See - # https://stackoverflow.com/questions/37063952/confused-by-the-behavior-of-tf-cond for - # a more detailed discussion. - def perturb_vars(original_scope, perturbed_scope): - all_vars = scope_vars(absolute_scope_name(original_scope)) - all_perturbed_vars = scope_vars(absolute_scope_name(perturbed_scope)) - assert len(all_vars) == len(all_perturbed_vars) - perturb_ops = [] - for var, perturbed_var in zip(all_vars, all_perturbed_vars): - if param_noise_filter_func(perturbed_var): - # Perturb this variable. - op = tf.assign(perturbed_var, var + tf.random_normal(shape=tf.shape(var), mean=0., stddev=param_noise_scale)) - else: - # Do not perturb, just assign. - op = tf.assign(perturbed_var, var) - perturb_ops.append(op) - assert len(perturb_ops) == len(all_vars) - return tf.group(*perturb_ops) - - # Set up functionality to re-compute `param_noise_scale`. This perturbs yet another copy - # of the network and measures the effect of that perturbation in action space. If the perturbation - # is too big, reduce scale of perturbation, otherwise increase. - q_values_adaptive = q_func(observations_ph.get(), num_actions, scope="adaptive_q_func") - perturb_for_adaption = perturb_vars(original_scope="q_func", perturbed_scope="adaptive_q_func") - kl = tf.reduce_sum(tf.nn.softmax(q_values) * (tf.log(tf.nn.softmax(q_values)) - tf.log(tf.nn.softmax(q_values_adaptive))), axis=-1) - mean_kl = tf.reduce_mean(kl) - def update_scale(): - with tf.control_dependencies([perturb_for_adaption]): - update_scale_expr = tf.cond(mean_kl < param_noise_threshold, - lambda: param_noise_scale.assign(param_noise_scale * 1.01), - lambda: param_noise_scale.assign(param_noise_scale / 1.01), - ) - return update_scale_expr - - # Functionality to update the threshold for parameter space noise. - update_param_noise_threshold_expr = param_noise_threshold.assign(tf.cond(update_param_noise_threshold_ph >= 0, - lambda: update_param_noise_threshold_ph, lambda: param_noise_threshold)) - - # Put everything together. - deterministic_actions = tf.argmax(q_values_perturbed, axis=1) - batch_size = tf.shape(observations_ph.get())[0] - random_actions = tf.random_uniform(tf.stack([batch_size]), minval=0, maxval=num_actions, dtype=tf.int64) - chose_random = tf.random_uniform(tf.stack([batch_size]), minval=0, maxval=1, dtype=tf.float32) < eps - stochastic_actions = tf.where(chose_random, random_actions, deterministic_actions) - - output_actions = tf.cond(stochastic_ph, lambda: stochastic_actions, lambda: deterministic_actions) - update_eps_expr = eps.assign(tf.cond(update_eps_ph >= 0, lambda: update_eps_ph, lambda: eps)) - updates = [ - update_eps_expr, - tf.cond(reset_ph, lambda: perturb_vars(original_scope="q_func", perturbed_scope="perturbed_q_func"), lambda: tf.group(*[])), - tf.cond(update_param_noise_scale_ph, lambda: update_scale(), lambda: tf.Variable(0., trainable=False)), - update_param_noise_threshold_expr, - ] - _act = U.function(inputs=[observations_ph, stochastic_ph, update_eps_ph, reset_ph, update_param_noise_threshold_ph, update_param_noise_scale_ph], - outputs=output_actions, - givens={update_eps_ph: -1.0, stochastic_ph: True, reset_ph: False, update_param_noise_threshold_ph: False, update_param_noise_scale_ph: False}, - updates=updates) - def act(ob, reset=False, update_param_noise_threshold=False, update_param_noise_scale=False, stochastic=True, update_eps=-1): - return _act(ob, stochastic, update_eps, reset, update_param_noise_threshold, update_param_noise_scale) - return act - - -def build_train(make_obs_ph, q_func, num_actions, optimizer, grad_norm_clipping=None, gamma=1.0, - double_q=True, scope="deepq", reuse=None, param_noise=False, param_noise_filter_func=None): - """Creates the train function: - - Parameters - ---------- - make_obs_ph: str -> tf.placeholder or TfInput - a function that takes a name and creates a placeholder of input with that name - q_func: (tf.Variable, int, str, bool) -> tf.Variable - the model that takes the following inputs: - observation_in: object - the output of observation placeholder - num_actions: int - number of actions - scope: str - reuse: bool - should be passed to outer variable scope - and returns a tensor of shape (batch_size, num_actions) with values of every action. - num_actions: int - number of actions - reuse: bool - whether or not to reuse the graph variables - optimizer: tf.train.Optimizer - optimizer to use for the Q-learning objective. - grad_norm_clipping: float or None - clip gradient norms to this value. If None no clipping is performed. - gamma: float - discount rate. - double_q: bool - if true will use Double Q Learning (https://arxiv.org/abs/1509.06461). - In general it is a good idea to keep it enabled. - scope: str or VariableScope - optional scope for variable_scope. - reuse: bool or None - whether or not the variables should be reused. To be able to reuse the scope must be given. - param_noise: bool - whether or not to use parameter space noise (https://arxiv.org/abs/1706.01905) - param_noise_filter_func: tf.Variable -> bool - function that decides whether or not a variable should be perturbed. Only applicable - if param_noise is True. If set to None, default_param_noise_filter is used by default. - - Returns - ------- - act: (tf.Variable, bool, float) -> tf.Variable - function to select and action given observation. -` See the top of the file for details. - train: (object, np.array, np.array, object, np.array, np.array) -> np.array - optimize the error in Bellman's equation. -` See the top of the file for details. - update_target: () -> () - copy the parameters from optimized Q function to the target Q function. -` See the top of the file for details. - debug: {str: function} - a bunch of functions to print debug data like q_values. - """ - if param_noise: - act_f = build_act_with_param_noise(make_obs_ph, q_func, num_actions, scope=scope, reuse=reuse, - param_noise_filter_func=param_noise_filter_func) - else: - act_f = build_act(make_obs_ph, q_func, num_actions, scope=scope, reuse=reuse) - - with tf.variable_scope(scope, reuse=reuse): - # set up placeholders - obs_t_input = make_obs_ph("obs_t") - act_t_ph = tf.placeholder(tf.int32, [None], name="action") - rew_t_ph = tf.placeholder(tf.float32, [None], name="reward") - obs_tp1_input = make_obs_ph("obs_tp1") - done_mask_ph = tf.placeholder(tf.float32, [None], name="done") - importance_weights_ph = tf.placeholder(tf.float32, [None], name="weight") - - # q network evaluation - q_t = q_func(obs_t_input.get(), num_actions, scope="q_func", reuse=True) # reuse parameters from act - q_func_vars = tf.get_collection(tf.GraphKeys.GLOBAL_VARIABLES, scope=tf.get_variable_scope().name + "/q_func") - - # target q network evalution - q_tp1 = q_func(obs_tp1_input.get(), num_actions, scope="target_q_func") - target_q_func_vars = tf.get_collection(tf.GraphKeys.GLOBAL_VARIABLES, scope=tf.get_variable_scope().name + "/target_q_func") - - # q scores for actions which we know were selected in the given state. - q_t_selected = tf.reduce_sum(q_t * tf.one_hot(act_t_ph, num_actions), 1) - - # compute estimate of best possible value starting from state at t + 1 - if double_q: - q_tp1_using_online_net = q_func(obs_tp1_input.get(), num_actions, scope="q_func", reuse=True) - q_tp1_best_using_online_net = tf.argmax(q_tp1_using_online_net, 1) - q_tp1_best = tf.reduce_sum(q_tp1 * tf.one_hot(q_tp1_best_using_online_net, num_actions), 1) - else: - q_tp1_best = tf.reduce_max(q_tp1, 1) - q_tp1_best_masked = (1.0 - done_mask_ph) * q_tp1_best - - # compute RHS of bellman equation - q_t_selected_target = rew_t_ph + gamma * q_tp1_best_masked - - # compute the error (potentially clipped) - td_error = q_t_selected - tf.stop_gradient(q_t_selected_target) - errors = U.huber_loss(td_error) - weighted_error = tf.reduce_mean(importance_weights_ph * errors) - - # compute optimization op (potentially with gradient clipping) - if grad_norm_clipping is not None: - gradients = optimizer.compute_gradients(weighted_error, var_list=q_func_vars) - for i, (grad, var) in enumerate(gradients): - if grad is not None: - gradients[i] = (tf.clip_by_norm(grad, grad_norm_clipping), var) - optimize_expr = optimizer.apply_gradients(gradients) - else: - optimize_expr = optimizer.minimize(weighted_error, var_list=q_func_vars) - - # update_target_fn will be called periodically to copy Q network to target Q network - update_target_expr = [] - for var, var_target in zip(sorted(q_func_vars, key=lambda v: v.name), - sorted(target_q_func_vars, key=lambda v: v.name)): - update_target_expr.append(var_target.assign(var)) - update_target_expr = tf.group(*update_target_expr) - - # Create callable functions - train = U.function( - inputs=[ - obs_t_input, - act_t_ph, - rew_t_ph, - obs_tp1_input, - done_mask_ph, - importance_weights_ph - ], - outputs=td_error, - updates=[optimize_expr] - ) - update_target = U.function([], [], updates=[update_target_expr]) - - q_values = U.function([obs_t_input], q_t) - - return act_f, train, update_target, {'q_values': q_values} diff --git a/baselines/deepq/deepq.py b/baselines/deepq/deepq.py index b7b9d1a..0b537ba 100644 --- a/baselines/deepq/deepq.py +++ b/baselines/deepq/deepq.py @@ -1,96 +1,19 @@ -import os -import tempfile +import os.path as osp import tensorflow as tf -import zipfile -import cloudpickle import numpy as np -import baselines.common.tf_util as U -from baselines.common.tf_util import load_variables, save_variables from baselines import logger from baselines.common.schedules import LinearSchedule +from baselines.common.vec_env.vec_env import VecEnv from baselines.common import set_global_seeds from baselines import deepq from baselines.deepq.replay_buffer import ReplayBuffer, PrioritizedReplayBuffer -from baselines.deepq.utils import ObservationInput -from baselines.common.tf_util import get_session from baselines.deepq.models import build_q_func -class ActWrapper(object): - def __init__(self, act, act_params): - self._act = act - self._act_params = act_params - self.initial_state = None - - @staticmethod - def load_act(path): - with open(path, "rb") as f: - model_data, act_params = cloudpickle.load(f) - act = deepq.build_act(**act_params) - sess = tf.Session() - sess.__enter__() - with tempfile.TemporaryDirectory() as td: - arc_path = os.path.join(td, "packed.zip") - with open(arc_path, "wb") as f: - f.write(model_data) - - zipfile.ZipFile(arc_path, 'r', zipfile.ZIP_DEFLATED).extractall(td) - load_variables(os.path.join(td, "model")) - - return ActWrapper(act, act_params) - - def __call__(self, *args, **kwargs): - return self._act(*args, **kwargs) - - def step(self, observation, **kwargs): - # DQN doesn't use RNNs so we ignore states and masks - kwargs.pop('S', None) - kwargs.pop('M', None) - return self._act([observation], **kwargs), None, None, None - - def save_act(self, path=None): - """Save model to a pickle located at `path`""" - if path is None: - path = os.path.join(logger.get_dir(), "model.pkl") - - with tempfile.TemporaryDirectory() as td: - save_variables(os.path.join(td, "model")) - arc_name = os.path.join(td, "packed.zip") - with zipfile.ZipFile(arc_name, 'w') as zipf: - for root, dirs, files in os.walk(td): - for fname in files: - file_path = os.path.join(root, fname) - if file_path != arc_name: - zipf.write(file_path, os.path.relpath(file_path, td)) - with open(arc_name, "rb") as f: - model_data = f.read() - with open(path, "wb") as f: - cloudpickle.dump((model_data, self._act_params), f) - - def save(self, path): - save_variables(path) - - -def load_act(path): - """Load act function that was returned by learn function. - - Parameters - ---------- - path: str - path to the act function pickle - - Returns - ------- - act: ActWrapper - function that takes a batch of observations - and returns actions. - """ - return ActWrapper.load_act(path) - def learn(env, network, @@ -187,7 +110,6 @@ def learn(env, """ # Create all the functions necessary to train the model - sess = get_session() set_global_seeds(seed) q_func = build_q_func(network, **network_kwargs) @@ -196,26 +118,23 @@ def learn(env, # by cloudpickle when serializing make_obs_ph observation_space = env.observation_space - def make_obs_ph(name): - return ObservationInput(observation_space, name=name) - act, train, update_target, debug = deepq.build_train( - make_obs_ph=make_obs_ph, + model = deepq.DEEPQ( q_func=q_func, + observation_shape=env.observation_space.shape, num_actions=env.action_space.n, - optimizer=tf.train.AdamOptimizer(learning_rate=lr), - gamma=gamma, + lr=lr, grad_norm_clipping=10, + gamma=gamma, param_noise=param_noise ) - act_params = { - 'make_obs_ph': make_obs_ph, - 'q_func': q_func, - 'num_actions': env.action_space.n, - } - - act = ActWrapper(act, act_params) + if load_path is not None: + load_path = osp.expanduser(load_path) + ckpt = tf.train.Checkpoint(model=model) + manager = tf.train.CheckpointManager(ckpt, load_path, max_to_keep=None) + ckpt.restore(manager.latest_checkpoint) + print("Restoring from {}".format(manager.latest_checkpoint)) # Create the replay buffer if prioritized_replay: @@ -233,101 +152,83 @@ def learn(env, initial_p=1.0, final_p=exploration_final_eps) - # Initialize the parameters and copy them to the target network. - U.initialize() - update_target() + model.update_target() episode_rewards = [0.0] saved_mean_reward = None obs = env.reset() + # always mimic the vectorized env + if not isinstance(env, VecEnv): + obs = np.expand_dims(np.array(obs), axis=0) reset = True - with tempfile.TemporaryDirectory() as td: - td = checkpoint_path or td + for t in range(total_timesteps): + if callback is not None: + if callback(locals(), globals()): + break + kwargs = {} + if not param_noise: + update_eps = tf.constant(exploration.value(t)) + update_param_noise_threshold = 0. + else: + update_eps = tf.constant(0.) + # Compute the threshold such that the KL divergence between perturbed and non-perturbed + # policy is comparable to eps-greedy exploration with eps = exploration.value(t). + # See Appendix C.1 in Parameter Space Noise for Exploration, Plappert et al., 2017 + # for detailed explanation. + update_param_noise_threshold = -np.log(1. - exploration.value(t) + exploration.value(t) / float(env.action_space.n)) + kwargs['reset'] = reset + kwargs['update_param_noise_threshold'] = update_param_noise_threshold + kwargs['update_param_noise_scale'] = True + action, _, _, _ = model.step(tf.constant(obs), update_eps=update_eps, **kwargs) + action = action[0].numpy() + reset = False + new_obs, rew, done, _ = env.step(action) + # Store transition in the replay buffer. + if not isinstance(env, VecEnv): + new_obs = np.expand_dims(np.array(new_obs), axis=0) + replay_buffer.add(obs[0], action, rew, new_obs[0], float(done)) + else: + replay_buffer.add(obs[0], action, rew[0], new_obs[0], float(done[0])) + # # Store transition in the replay buffer. + # replay_buffer.add(obs, action, rew, new_obs, float(done)) + obs = new_obs - model_file = os.path.join(td, "model") - model_saved = False + episode_rewards[-1] += rew + if done: + obs = env.reset() + if not isinstance(env, VecEnv): + obs = np.expand_dims(np.array(obs), axis=0) + episode_rewards.append(0.0) + reset = True - if tf.train.latest_checkpoint(td) is not None: - load_variables(model_file) - logger.log('Loaded model from {}'.format(model_file)) - model_saved = True - elif load_path is not None: - load_variables(load_path) - logger.log('Loaded model from {}'.format(load_path)) - - - for t in range(total_timesteps): - if callback is not None: - if callback(locals(), globals()): - break - # Take action and update exploration to the newest value - kwargs = {} - if not param_noise: - update_eps = exploration.value(t) - update_param_noise_threshold = 0. + if t > learning_starts and t % train_freq == 0: + # Minimize the error in Bellman's equation on a batch sampled from replay buffer. + if prioritized_replay: + experience = replay_buffer.sample(batch_size, beta=beta_schedule.value(t)) + (obses_t, actions, rewards, obses_tp1, dones, weights, batch_idxes) = experience else: - update_eps = 0. - # Compute the threshold such that the KL divergence between perturbed and non-perturbed - # policy is comparable to eps-greedy exploration with eps = exploration.value(t). - # See Appendix C.1 in Parameter Space Noise for Exploration, Plappert et al., 2017 - # for detailed explanation. - update_param_noise_threshold = -np.log(1. - exploration.value(t) + exploration.value(t) / float(env.action_space.n)) - kwargs['reset'] = reset - kwargs['update_param_noise_threshold'] = update_param_noise_threshold - kwargs['update_param_noise_scale'] = True - action = act(np.array(obs)[None], update_eps=update_eps, **kwargs)[0] - env_action = action - reset = False - new_obs, rew, done, _ = env.step(env_action) - # Store transition in the replay buffer. - replay_buffer.add(obs, action, rew, new_obs, float(done)) - obs = new_obs + obses_t, actions, rewards, obses_tp1, dones = replay_buffer.sample(batch_size) + weights, batch_idxes = np.ones_like(rewards), None + obses_t, obses_tp1 = tf.constant(obses_t), tf.constant(obses_tp1) + actions, rewards, dones = tf.constant(actions), tf.constant(rewards), tf.constant(dones) + weights = tf.constant(weights) + td_errors = model.train(obses_t, actions, rewards, obses_tp1, dones, weights) + if prioritized_replay: + new_priorities = np.abs(td_errors) + prioritized_replay_eps + replay_buffer.update_priorities(batch_idxes, new_priorities) - episode_rewards[-1] += rew - if done: - obs = env.reset() - episode_rewards.append(0.0) - reset = True + if t > learning_starts and t % target_network_update_freq == 0: + # Update target network periodically. + model.update_target() - if t > learning_starts and t % train_freq == 0: - # Minimize the error in Bellman's equation on a batch sampled from replay buffer. - if prioritized_replay: - experience = replay_buffer.sample(batch_size, beta=beta_schedule.value(t)) - (obses_t, actions, rewards, obses_tp1, dones, weights, batch_idxes) = experience - else: - obses_t, actions, rewards, obses_tp1, dones = replay_buffer.sample(batch_size) - weights, batch_idxes = np.ones_like(rewards), None - td_errors = train(obses_t, actions, rewards, obses_tp1, dones, weights) - if prioritized_replay: - new_priorities = np.abs(td_errors) + prioritized_replay_eps - replay_buffer.update_priorities(batch_idxes, new_priorities) + mean_100ep_reward = round(np.mean(episode_rewards[-101:-1]), 1) + num_episodes = len(episode_rewards) + if done and print_freq is not None and len(episode_rewards) % print_freq == 0: + logger.record_tabular("steps", t) + logger.record_tabular("episodes", num_episodes) + logger.record_tabular("mean 100 episode reward", mean_100ep_reward) + logger.record_tabular("% time spent exploring", int(100 * exploration.value(t))) + logger.dump_tabular() - if t > learning_starts and t % target_network_update_freq == 0: - # Update target network periodically. - update_target() - - mean_100ep_reward = round(np.mean(episode_rewards[-101:-1]), 1) - num_episodes = len(episode_rewards) - if done and print_freq is not None and len(episode_rewards) % print_freq == 0: - logger.record_tabular("steps", t) - logger.record_tabular("episodes", num_episodes) - logger.record_tabular("mean 100 episode reward", mean_100ep_reward) - logger.record_tabular("% time spent exploring", int(100 * exploration.value(t))) - logger.dump_tabular() - - if (checkpoint_freq is not None and t > learning_starts and - num_episodes > 100 and t % checkpoint_freq == 0): - if saved_mean_reward is None or mean_100ep_reward > saved_mean_reward: - if print_freq is not None: - logger.log("Saving model due to mean reward increase: {} -> {}".format( - saved_mean_reward, mean_100ep_reward)) - save_variables(model_file) - model_saved = True - saved_mean_reward = mean_100ep_reward - if model_saved: - if print_freq is not None: - logger.log("Restored model with mean reward: {}".format(saved_mean_reward)) - load_variables(model_file) - - return act + return model diff --git a/baselines/deepq/deepq_learner.py b/baselines/deepq/deepq_learner.py new file mode 100644 index 0000000..3b314a6 --- /dev/null +++ b/baselines/deepq/deepq_learner.py @@ -0,0 +1,191 @@ +"""Deep Q model + +The functions in this model: + +======= step ======== + + Function to chose an action given an observation + + Parameters + ---------- + observation: tensor + Observation that can be feed into the output of make_obs_ph + stochastic: bool + if set to False all the actions are always deterministic (default False) + update_eps: float + update epsilon a new value, if negative not update happens + (default: no update) + + Returns + ------- + Tensor of dtype tf.int64 and shape (BATCH_SIZE,) with an action to be performed for + every element of the batch. + + +(NOT IMPLEMENTED YET) +======= step (in case of parameter noise) ======== + + Function to chose an action given an observation + + Parameters + ---------- + observation: object + Observation that can be feed into the output of make_obs_ph + stochastic: bool + if set to False all the actions are always deterministic (default False) + update_eps: float + update epsilon to a new value, if negative no update happens + (default: no update) + reset: bool + reset the perturbed policy by sampling a new perturbation + update_param_noise_threshold: float + the desired threshold for the difference between non-perturbed and perturbed policy + update_param_noise_scale: bool + whether or not to update the scale of the noise for the next time it is re-perturbed + + Returns + ------- + Tensor of dtype tf.int64 and shape (BATCH_SIZE,) with an action to be performed for + every element of the batch. + + +======= train ======= + + Function that takes a transition (s,a,r,s',d) and optimizes Bellman equation's error: + + td_error = Q(s,a) - (r + gamma * (1-d) * max_a' Q(s', a')) + loss = huber_loss[td_error] + + Parameters + ---------- + obs_t: object + a batch of observations + action: np.array + actions that were selected upon seeing obs_t. + dtype must be int32 and shape must be (batch_size,) + reward: np.array + immediate reward attained after executing those actions + dtype must be float32 and shape must be (batch_size,) + obs_tp1: object + observations that followed obs_t + done: np.array + 1 if obs_t was the last observation in the episode and 0 otherwise + obs_tp1 gets ignored, but must be of the valid shape. + dtype must be float32 and shape must be (batch_size,) + weight: np.array + imporance weights for every element of the batch (gradient is multiplied + by the importance weight) dtype must be float32 and shape must be (batch_size,) + + Returns + ------- + td_error: np.array + a list of differences between Q(s,a) and the target in Bellman's equation. + dtype is float32 and shape is (batch_size,) + +======= update_target ======== + + copy the parameters from optimized Q function to the target Q function. + In Q learning we actually optimize the following error: + + Q(s,a) - (r + gamma * max_a' Q'(s', a')) + + Where Q' is lagging behind Q to stablize the learning. For example for Atari + + Q' is set to Q once every 10000 updates training steps. + +""" +import tensorflow as tf + +@tf.function +def huber_loss(x, delta=1.0): + """Reference: https://en.wikipedia.org/wiki/Huber_loss""" + return tf.where( + tf.abs(x) < delta, + tf.square(x) * 0.5, + delta * (tf.abs(x) - 0.5 * delta) + ) + +class DEEPQ(tf.Module): + + def __init__(self, q_func, observation_shape, num_actions, lr, grad_norm_clipping=None, gamma=1.0, + double_q=True, param_noise=False, param_noise_filter_func=None): + + self.num_actions = num_actions + self.gamma = gamma + self.double_q = double_q + self.param_noise = param_noise + self.param_noise_filter_func = param_noise_filter_func + self.grad_norm_clipping = grad_norm_clipping + + self.optimizer = tf.keras.optimizers.Adam(lr) + + with tf.name_scope('q_network'): + self.q_network = q_func(observation_shape, num_actions) + with tf.name_scope('target_q_network'): + self.target_q_network = q_func(observation_shape, num_actions) + self.eps = tf.Variable(0., name="eps") + + @tf.function + def step(self, obs, stochastic=True, update_eps=-1): + if self.param_noise: + raise ValueError('not supporting noise yet') + else: + q_values = self.q_network(obs) + deterministic_actions = tf.argmax(q_values, axis=1) + batch_size = tf.shape(obs)[0] + random_actions = tf.random.uniform(tf.stack([batch_size]), minval=0, maxval=self.num_actions, dtype=tf.int64) + chose_random = tf.random.uniform(tf.stack([batch_size]), minval=0, maxval=1, dtype=tf.float32) < self.eps + stochastic_actions = tf.where(chose_random, random_actions, deterministic_actions) + + if stochastic: + output_actions = stochastic_actions + else: + output_actions = deterministic_actions + + if update_eps >= 0: + self.eps.assign(update_eps) + + return output_actions, None, None, None + + @tf.function() + def train(self, obs0, actions, rewards, obs1, dones, importance_weights): + with tf.GradientTape() as tape: + q_t = self.q_network(obs0) + q_t_selected = tf.reduce_sum(q_t * tf.one_hot(actions, self.num_actions, dtype=tf.float32), 1) + + q_tp1 = self.target_q_network(obs1) + + if self.double_q: + q_tp1_using_online_net = self.q_network(obs1) + q_tp1_best_using_online_net = tf.argmax(q_tp1_using_online_net, 1) + q_tp1_best = tf.reduce_sum(q_tp1 * tf.one_hot(q_tp1_best_using_online_net, self.num_actions, dtype=tf.float32), 1) + else: + q_tp1_best = tf.reduce_max(q_tp1, 1) + + dones = tf.cast(dones, q_tp1_best.dtype) + q_tp1_best_masked = (1.0 - dones) * q_tp1_best + + q_t_selected_target = rewards + self.gamma * q_tp1_best_masked + + td_error = q_t_selected - tf.stop_gradient(q_t_selected_target) + errors = huber_loss(td_error) + weighted_error = tf.reduce_mean(importance_weights * errors) + + grads = tape.gradient(weighted_error, self.q_network.trainable_variables) + if self.grad_norm_clipping: + clipped_grads = [] + for grad in grads: + clipped_grads.append(tf.clip_by_norm(grad, self.grad_norm_clipping)) + clipped_grads = grads + grads_and_vars = zip(grads, self.q_network.trainable_variables) + self.optimizer.apply_gradients(grads_and_vars) + + return td_error + + @tf.function(autograph=False) + def update_target(self): + q_vars = self.q_network.trainable_variables + target_q_vars = self.target_q_network.trainable_variables + for var, var_target in zip(q_vars, target_q_vars): + var_target.assign(var) + diff --git a/baselines/deepq/experiments/__init__.py b/baselines/deepq/experiments/__init__.py deleted file mode 100644 index e69de29..0000000 diff --git a/baselines/deepq/experiments/custom_cartpole.py b/baselines/deepq/experiments/custom_cartpole.py deleted file mode 100644 index fb3d5f8..0000000 --- a/baselines/deepq/experiments/custom_cartpole.py +++ /dev/null @@ -1,79 +0,0 @@ -import gym -import itertools -import numpy as np -import tensorflow as tf -import tensorflow.contrib.layers as layers - -import baselines.common.tf_util as U - -from baselines import logger -from baselines import deepq -from baselines.deepq.replay_buffer import ReplayBuffer -from baselines.deepq.utils import ObservationInput -from baselines.common.schedules import LinearSchedule - - -def model(inpt, num_actions, scope, reuse=False): - """This model takes as input an observation and returns values of all actions.""" - with tf.variable_scope(scope, reuse=reuse): - out = inpt - out = layers.fully_connected(out, num_outputs=64, activation_fn=tf.nn.tanh) - out = layers.fully_connected(out, num_outputs=num_actions, activation_fn=None) - return out - - -if __name__ == '__main__': - with U.make_session(num_cpu=8): - # Create the environment - env = gym.make("CartPole-v0") - # Create all the functions necessary to train the model - act, train, update_target, debug = deepq.build_train( - make_obs_ph=lambda name: ObservationInput(env.observation_space, name=name), - q_func=model, - num_actions=env.action_space.n, - optimizer=tf.train.AdamOptimizer(learning_rate=5e-4), - ) - # Create the replay buffer - replay_buffer = ReplayBuffer(50000) - # Create the schedule for exploration starting from 1 (every action is random) down to - # 0.02 (98% of actions are selected according to values predicted by the model). - exploration = LinearSchedule(schedule_timesteps=10000, initial_p=1.0, final_p=0.02) - - # Initialize the parameters and copy them to the target network. - U.initialize() - update_target() - - episode_rewards = [0.0] - obs = env.reset() - for t in itertools.count(): - # Take action and update exploration to the newest value - action = act(obs[None], update_eps=exploration.value(t))[0] - new_obs, rew, done, _ = env.step(action) - # Store transition in the replay buffer. - replay_buffer.add(obs, action, rew, new_obs, float(done)) - obs = new_obs - - episode_rewards[-1] += rew - if done: - obs = env.reset() - episode_rewards.append(0) - - is_solved = t > 100 and np.mean(episode_rewards[-101:-1]) >= 200 - if is_solved: - # Show off the result - env.render() - else: - # Minimize the error in Bellman's equation on a batch sampled from replay buffer. - if t > 1000: - obses_t, actions, rewards, obses_tp1, dones = replay_buffer.sample(32) - train(obses_t, actions, rewards, obses_tp1, dones, np.ones_like(rewards)) - # Update target network periodically. - if t % 1000 == 0: - update_target() - - if done and len(episode_rewards) % 10 == 0: - logger.record_tabular("steps", t) - logger.record_tabular("episodes", len(episode_rewards)) - logger.record_tabular("mean episode reward", round(np.mean(episode_rewards[-101:-1]), 1)) - logger.record_tabular("% time spent exploring", int(100 * exploration.value(t))) - logger.dump_tabular() diff --git a/baselines/deepq/experiments/enjoy_cartpole.py b/baselines/deepq/experiments/enjoy_cartpole.py deleted file mode 100644 index b7d5ef1..0000000 --- a/baselines/deepq/experiments/enjoy_cartpole.py +++ /dev/null @@ -1,21 +0,0 @@ -import gym - -from baselines import deepq - - -def main(): - env = gym.make("CartPole-v0") - act = deepq.learn(env, network='mlp', total_timesteps=0, load_path="cartpole_model.pkl") - - while True: - obs, done = env.reset(), False - episode_rew = 0 - while not done: - env.render() - obs, rew, done, _ = env.step(act(obs[None])[0]) - episode_rew += rew - print("Episode reward", episode_rew) - - -if __name__ == '__main__': - main() diff --git a/baselines/deepq/experiments/enjoy_mountaincar.py b/baselines/deepq/experiments/enjoy_mountaincar.py deleted file mode 100644 index 2998bb6..0000000 --- a/baselines/deepq/experiments/enjoy_mountaincar.py +++ /dev/null @@ -1,27 +0,0 @@ -import gym - -from baselines import deepq -from baselines.common import models - - -def main(): - env = gym.make("MountainCar-v0") - act = deepq.learn( - env, - network=models.mlp(num_layers=1, num_hidden=64), - total_timesteps=0, - load_path='mountaincar_model.pkl' - ) - - while True: - obs, done = env.reset(), False - episode_rew = 0 - while not done: - env.render() - obs, rew, done, _ = env.step(act(obs[None])[0]) - episode_rew += rew - print("Episode reward", episode_rew) - - -if __name__ == '__main__': - main() diff --git a/baselines/deepq/experiments/enjoy_pong.py b/baselines/deepq/experiments/enjoy_pong.py deleted file mode 100644 index 0b118c7..0000000 --- a/baselines/deepq/experiments/enjoy_pong.py +++ /dev/null @@ -1,28 +0,0 @@ -import gym -from baselines import deepq - - -def main(): - env = gym.make("PongNoFrameskip-v4") - env = deepq.wrap_atari_dqn(env) - model = deepq.learn( - env, - "conv_only", - convs=[(32, 8, 4), (64, 4, 2), (64, 3, 1)], - hiddens=[256], - dueling=True, - total_timesteps=0 - ) - - while True: - obs, done = env.reset(), False - episode_rew = 0 - while not done: - env.render() - obs, rew, done, _ = env.step(model(obs[None])[0]) - episode_rew += rew - print("Episode reward", episode_rew) - - -if __name__ == '__main__': - main() diff --git a/baselines/deepq/experiments/train_cartpole.py b/baselines/deepq/experiments/train_cartpole.py deleted file mode 100644 index cfbbdc9..0000000 --- a/baselines/deepq/experiments/train_cartpole.py +++ /dev/null @@ -1,30 +0,0 @@ -import gym - -from baselines import deepq - - -def callback(lcl, _glb): - # stop training if reward exceeds 199 - is_solved = lcl['t'] > 100 and sum(lcl['episode_rewards'][-101:-1]) / 100 >= 199 - return is_solved - - -def main(): - env = gym.make("CartPole-v0") - act = deepq.learn( - env, - network='mlp', - lr=1e-3, - total_timesteps=100000, - buffer_size=50000, - exploration_fraction=0.1, - exploration_final_eps=0.02, - print_freq=10, - callback=callback - ) - print("Saving model to cartpole_model.pkl") - act.save("cartpole_model.pkl") - - -if __name__ == '__main__': - main() diff --git a/baselines/deepq/experiments/train_mountaincar.py b/baselines/deepq/experiments/train_mountaincar.py deleted file mode 100644 index fff678a..0000000 --- a/baselines/deepq/experiments/train_mountaincar.py +++ /dev/null @@ -1,26 +0,0 @@ -import gym - -from baselines import deepq -from baselines.common import models - - -def main(): - env = gym.make("MountainCar-v0") - # Enabling layer_norm here is import for parameter space noise! - act = deepq.learn( - env, - network=models.mlp(num_hidden=64, num_layers=1), - lr=1e-3, - total_timesteps=100000, - buffer_size=50000, - exploration_fraction=0.1, - exploration_final_eps=0.1, - print_freq=10, - param_noise=True - ) - print("Saving model to mountaincar_model.pkl") - act.save("mountaincar_model.pkl") - - -if __name__ == '__main__': - main() diff --git a/baselines/deepq/experiments/train_pong.py b/baselines/deepq/experiments/train_pong.py deleted file mode 100644 index 8739aed..0000000 --- a/baselines/deepq/experiments/train_pong.py +++ /dev/null @@ -1,34 +0,0 @@ -from baselines import deepq -from baselines import bench -from baselines import logger -from baselines.common.atari_wrappers import make_atari - - -def main(): - logger.configure() - env = make_atari('PongNoFrameskip-v4') - env = bench.Monitor(env, logger.get_dir()) - env = deepq.wrap_atari_dqn(env) - - model = deepq.learn( - env, - "conv_only", - convs=[(32, 8, 4), (64, 4, 2), (64, 3, 1)], - hiddens=[256], - dueling=True, - lr=1e-4, - total_timesteps=int(1e7), - buffer_size=10000, - exploration_fraction=0.1, - exploration_final_eps=0.01, - train_freq=4, - learning_starts=10000, - target_network_update_freq=1000, - gamma=0.99, - ) - - model.save('pong_model.pkl') - env.close() - -if __name__ == '__main__': - main() diff --git a/baselines/deepq/models.py b/baselines/deepq/models.py index 2e670af..70822a2 100644 --- a/baselines/deepq/models.py +++ b/baselines/deepq/models.py @@ -1,5 +1,4 @@ import tensorflow as tf -import tensorflow.contrib.layers as layers def build_q_func(network, hiddens=[256], dueling=True, layer_norm=False, **network_kwargs): @@ -7,39 +6,42 @@ def build_q_func(network, hiddens=[256], dueling=True, layer_norm=False, **netwo from baselines.common.models import get_network_builder network = get_network_builder(network)(**network_kwargs) - def q_func_builder(input_placeholder, num_actions, scope, reuse=False): - with tf.variable_scope(scope, reuse=reuse): - latent = network(input_placeholder) - if isinstance(latent, tuple): - if latent[1] is not None: - raise NotImplementedError("DQN is not compatible with recurrent policies yet") - latent = latent[0] + def q_func_builder(input_shape, num_actions): + # the sub Functional model which does not include the top layer. + model = network(input_shape) - latent = layers.flatten(latent) + # wrapping the sub Functional model with layers that compute action scores into another Functional model. + latent = model.outputs + if len(latent) > 1: + if latent[1] is not None: + raise NotImplementedError("DQN is not compatible with recurrent policies yet") + latent = latent[0] - with tf.variable_scope("action_value"): - action_out = latent + latent = tf.keras.layers.Flatten()(latent) + + with tf.name_scope("action_value"): + action_out = latent + for hidden in hiddens: + action_out = tf.keras.layers.Dense(units=hidden, activation=None)(action_out) + if layer_norm: + action_out = tf.keras.layers.LayerNormalization(center=True, scale=True)(action_out) + action_out = tf.nn.relu(action_out) + action_scores = tf.keras.layers.Dense(units=num_actions, activation=None)(action_out) + + if dueling: + with tf.name_scope("state_value"): + state_out = latent for hidden in hiddens: - action_out = layers.fully_connected(action_out, num_outputs=hidden, activation_fn=None) + state_out = tf.keras.layers.Dense(units=hidden, activation=None)(state_out) if layer_norm: - action_out = layers.layer_norm(action_out, center=True, scale=True) - action_out = tf.nn.relu(action_out) - action_scores = layers.fully_connected(action_out, num_outputs=num_actions, activation_fn=None) - - if dueling: - with tf.variable_scope("state_value"): - state_out = latent - for hidden in hiddens: - state_out = layers.fully_connected(state_out, num_outputs=hidden, activation_fn=None) - if layer_norm: - state_out = layers.layer_norm(state_out, center=True, scale=True) - state_out = tf.nn.relu(state_out) - state_score = layers.fully_connected(state_out, num_outputs=1, activation_fn=None) - action_scores_mean = tf.reduce_mean(action_scores, 1) - action_scores_centered = action_scores - tf.expand_dims(action_scores_mean, 1) - q_out = state_score + action_scores_centered - else: - q_out = action_scores - return q_out + state_out = tf.keras.layers.LayerNormalization(center=True, scale=True)(state_out) + state_out = tf.nn.relu(state_out) + state_score = tf.keras.layers.Dense(units=1, activation=None)(state_out) + action_scores_mean = tf.reduce_mean(action_scores, 1) + action_scores_centered = action_scores - tf.expand_dims(action_scores_mean, 1) + q_out = state_score + action_scores_centered + else: + q_out = action_scores + return tf.keras.Model(inputs=model.inputs, outputs=[q_out]) return q_func_builder diff --git a/baselines/deepq/replay_buffer.py b/baselines/deepq/replay_buffer.py index 3ddf708..f848d75 100644 --- a/baselines/deepq/replay_buffer.py +++ b/baselines/deepq/replay_buffer.py @@ -32,6 +32,9 @@ class ReplayBuffer(object): def _encode_sample(self, idxes): obses_t, actions, rewards, obses_tp1, dones = [], [], [], [], [] + data = self._storage[0] + ob_dtype = data[0].dtype + ac_dtype = data[1].dtype for i in idxes: data = self._storage[i] obs_t, action, reward, obs_tp1, done = data @@ -40,7 +43,7 @@ class ReplayBuffer(object): rewards.append(reward) obses_tp1.append(np.array(obs_tp1, copy=False)) dones.append(done) - return np.array(obses_t), np.array(actions), np.array(rewards), np.array(obses_tp1), np.array(dones) + return np.array(obses_t, dtype=ob_dtype), np.array(actions, dtype=ac_dtype), np.array(rewards, dtype=np.float32), np.array(obses_tp1, dtype=ob_dtype), np.array(dones, dtype=np.float32) def sample(self, batch_size): """Sample a batch of experiences. @@ -162,7 +165,7 @@ class PrioritizedReplayBuffer(ReplayBuffer): p_sample = self._it_sum[idx] / self._it_sum.sum() weight = (p_sample * len(self._storage)) ** (-beta) weights.append(weight / max_weight) - weights = np.array(weights) + weights = np.array(weights, dtype=np.float32) encoded_sample = self._encode_sample(idxes) return tuple(list(encoded_sample) + [weights, idxes]) diff --git a/baselines/deepq/utils.py b/baselines/deepq/utils.py deleted file mode 100644 index 2065073..0000000 --- a/baselines/deepq/utils.py +++ /dev/null @@ -1,59 +0,0 @@ -from baselines.common.input import observation_input -from baselines.common.tf_util import adjust_shape - -# ================================================================ -# Placeholders -# ================================================================ - - -class TfInput(object): - def __init__(self, name="(unnamed)"): - """Generalized Tensorflow placeholder. The main differences are: - - possibly uses multiple placeholders internally and returns multiple values - - can apply light postprocessing to the value feed to placeholder. - """ - self.name = name - - def get(self): - """Return the tf variable(s) representing the possibly postprocessed value - of placeholder(s). - """ - raise NotImplementedError - - def make_feed_dict(self, data): - """Given data input it to the placeholder(s).""" - raise NotImplementedError - - -class PlaceholderTfInput(TfInput): - def __init__(self, placeholder): - """Wrapper for regular tensorflow placeholder.""" - super().__init__(placeholder.name) - self._placeholder = placeholder - - def get(self): - return self._placeholder - - def make_feed_dict(self, data): - return {self._placeholder: adjust_shape(self._placeholder, data)} - - -class ObservationInput(PlaceholderTfInput): - def __init__(self, observation_space, name=None): - """Creates an input placeholder tailored to a specific observation space - - Parameters - ---------- - - observation_space: - observation space of the environment. Should be one of the gym.spaces types - name: str - tensorflow name of the underlying placeholder - """ - inpt, self.processed_inpt = observation_input(observation_space, name=name) - super().__init__(inpt) - - def get(self): - return self.processed_inpt - - diff --git a/baselines/gail/README.md b/baselines/gail/README.md deleted file mode 100644 index 1c1c1bb..0000000 --- a/baselines/gail/README.md +++ /dev/null @@ -1,52 +0,0 @@ -# Generative Adversarial Imitation Learning (GAIL) - -- Original paper: https://arxiv.org/abs/1606.03476 - -For results benchmarking on MuJoCo, please navigate to [here](result/gail-result.md) - -## If you want to train an imitation learning agent - -### Step 1: Download expert data - -Download the expert data into `./data`, [download link](https://drive.google.com/drive/folders/1h3H4AY_ZBx08hz-Ct0Nxxus-V1melu1U?usp=sharing) - -### Step 2: Run GAIL - -Run with single rank: - -```bash -python -m baselines.gail.run_mujoco -``` - -Run with multiple ranks: - -```bash -mpirun -np 16 python -m baselines.gail.run_mujoco -``` - -See help (`-h`) for more options. - -#### In case you want to run Behavior Cloning (BC) - -```bash -python -m baselines.gail.behavior_clone -``` - -See help (`-h`) for more options. - - -## Contributing - -Bug reports and pull requests are welcome on GitHub at https://github.com/openai/baselines/pulls. - -## Maintainers - -- Yuan-Hong Liao, andrewliao11_at_gmail_dot_com -- Ryan Julian, ryanjulian_at_gmail_dot_com - -## Others - -Thanks to the open source: - -- @openai/imitation -- @carpedm20/deep-rl-tensorflow diff --git a/baselines/gail/__init__.py b/baselines/gail/__init__.py deleted file mode 100644 index e69de29..0000000 diff --git a/baselines/gail/adversary.py b/baselines/gail/adversary.py deleted file mode 100644 index 96b8a4c..0000000 --- a/baselines/gail/adversary.py +++ /dev/null @@ -1,87 +0,0 @@ -''' -Reference: https://github.com/openai/imitation -I follow the architecture from the official repository -''' -import tensorflow as tf -import numpy as np - -from baselines.common.mpi_running_mean_std import RunningMeanStd -from baselines.common import tf_util as U - -def logsigmoid(a): - '''Equivalent to tf.log(tf.sigmoid(a))''' - return -tf.nn.softplus(-a) - -""" Reference: https://github.com/openai/imitation/blob/99fbccf3e060b6e6c739bdf209758620fcdefd3c/policyopt/thutil.py#L48-L51""" -def logit_bernoulli_entropy(logits): - ent = (1.-tf.nn.sigmoid(logits))*logits - logsigmoid(logits) - return ent - -class TransitionClassifier(object): - def __init__(self, env, hidden_size, entcoeff=0.001, lr_rate=1e-3, scope="adversary"): - self.scope = scope - self.observation_shape = env.observation_space.shape - self.actions_shape = env.action_space.shape - self.input_shape = tuple([o+a for o, a in zip(self.observation_shape, self.actions_shape)]) - self.num_actions = env.action_space.shape[0] - self.hidden_size = hidden_size - self.build_ph() - # Build grpah - generator_logits = self.build_graph(self.generator_obs_ph, self.generator_acs_ph, reuse=False) - expert_logits = self.build_graph(self.expert_obs_ph, self.expert_acs_ph, reuse=True) - # Build accuracy - generator_acc = tf.reduce_mean(tf.to_float(tf.nn.sigmoid(generator_logits) < 0.5)) - expert_acc = tf.reduce_mean(tf.to_float(tf.nn.sigmoid(expert_logits) > 0.5)) - # Build regression loss - # let x = logits, z = targets. - # z * -log(sigmoid(x)) + (1 - z) * -log(1 - sigmoid(x)) - generator_loss = tf.nn.sigmoid_cross_entropy_with_logits(logits=generator_logits, labels=tf.zeros_like(generator_logits)) - generator_loss = tf.reduce_mean(generator_loss) - expert_loss = tf.nn.sigmoid_cross_entropy_with_logits(logits=expert_logits, labels=tf.ones_like(expert_logits)) - expert_loss = tf.reduce_mean(expert_loss) - # Build entropy loss - logits = tf.concat([generator_logits, expert_logits], 0) - entropy = tf.reduce_mean(logit_bernoulli_entropy(logits)) - entropy_loss = -entcoeff*entropy - # Loss + Accuracy terms - self.losses = [generator_loss, expert_loss, entropy, entropy_loss, generator_acc, expert_acc] - self.loss_name = ["generator_loss", "expert_loss", "entropy", "entropy_loss", "generator_acc", "expert_acc"] - self.total_loss = generator_loss + expert_loss + entropy_loss - # Build Reward for policy - self.reward_op = -tf.log(1-tf.nn.sigmoid(generator_logits)+1e-8) - var_list = self.get_trainable_variables() - self.lossandgrad = U.function([self.generator_obs_ph, self.generator_acs_ph, self.expert_obs_ph, self.expert_acs_ph], - self.losses + [U.flatgrad(self.total_loss, var_list)]) - - def build_ph(self): - self.generator_obs_ph = tf.placeholder(tf.float32, (None, ) + self.observation_shape, name="observations_ph") - self.generator_acs_ph = tf.placeholder(tf.float32, (None, ) + self.actions_shape, name="actions_ph") - self.expert_obs_ph = tf.placeholder(tf.float32, (None, ) + self.observation_shape, name="expert_observations_ph") - self.expert_acs_ph = tf.placeholder(tf.float32, (None, ) + self.actions_shape, name="expert_actions_ph") - - def build_graph(self, obs_ph, acs_ph, reuse=False): - with tf.variable_scope(self.scope): - if reuse: - tf.get_variable_scope().reuse_variables() - - with tf.variable_scope("obfilter"): - self.obs_rms = RunningMeanStd(shape=self.observation_shape) - obs = (obs_ph - self.obs_rms.mean) / self.obs_rms.std - _input = tf.concat([obs, acs_ph], axis=1) # concatenate the two input -> form a transition - p_h1 = tf.contrib.layers.fully_connected(_input, self.hidden_size, activation_fn=tf.nn.tanh) - p_h2 = tf.contrib.layers.fully_connected(p_h1, self.hidden_size, activation_fn=tf.nn.tanh) - logits = tf.contrib.layers.fully_connected(p_h2, 1, activation_fn=tf.identity) - return logits - - def get_trainable_variables(self): - return tf.get_collection(tf.GraphKeys.TRAINABLE_VARIABLES, self.scope) - - def get_reward(self, obs, acs): - sess = tf.get_default_session() - if len(obs.shape) == 1: - obs = np.expand_dims(obs, 0) - if len(acs.shape) == 1: - acs = np.expand_dims(acs, 0) - feed_dict = {self.generator_obs_ph: obs, self.generator_acs_ph: acs} - reward = sess.run(self.reward_op, feed_dict) - return reward diff --git a/baselines/gail/behavior_clone.py b/baselines/gail/behavior_clone.py deleted file mode 100644 index 82f65ec..0000000 --- a/baselines/gail/behavior_clone.py +++ /dev/null @@ -1,124 +0,0 @@ -''' -The code is used to train BC imitator, or pretrained GAIL imitator -''' - -import argparse -import tempfile -import os.path as osp -import gym -import logging -from tqdm import tqdm - -import tensorflow as tf - -from baselines.gail import mlp_policy -from baselines import bench -from baselines import logger -from baselines.common import set_global_seeds, tf_util as U -from baselines.common.misc_util import boolean_flag -from baselines.common.mpi_adam import MpiAdam -from baselines.gail.run_mujoco import runner -from baselines.gail.dataset.mujoco_dset import Mujoco_Dset - - -def argsparser(): - parser = argparse.ArgumentParser("Tensorflow Implementation of Behavior Cloning") - parser.add_argument('--env_id', help='environment ID', default='Hopper-v1') - parser.add_argument('--seed', help='RNG seed', type=int, default=0) - parser.add_argument('--expert_path', type=str, default='data/deterministic.trpo.Hopper.0.00.npz') - parser.add_argument('--checkpoint_dir', help='the directory to save model', default='checkpoint') - parser.add_argument('--log_dir', help='the directory to save log file', default='log') - # Mujoco Dataset Configuration - parser.add_argument('--traj_limitation', type=int, default=-1) - # Network Configuration (Using MLP Policy) - parser.add_argument('--policy_hidden_size', type=int, default=100) - # for evaluatation - boolean_flag(parser, 'stochastic_policy', default=False, help='use stochastic/deterministic policy to evaluate') - boolean_flag(parser, 'save_sample', default=False, help='save the trajectories or not') - parser.add_argument('--BC_max_iter', help='Max iteration for training BC', type=int, default=1e5) - return parser.parse_args() - - -def learn(env, policy_func, dataset, optim_batch_size=128, max_iters=1e4, - adam_epsilon=1e-5, optim_stepsize=3e-4, - ckpt_dir=None, log_dir=None, task_name=None, - verbose=False): - - val_per_iter = int(max_iters/10) - ob_space = env.observation_space - ac_space = env.action_space - pi = policy_func("pi", ob_space, ac_space) # Construct network for new policy - # placeholder - ob = U.get_placeholder_cached(name="ob") - ac = pi.pdtype.sample_placeholder([None]) - stochastic = U.get_placeholder_cached(name="stochastic") - loss = tf.reduce_mean(tf.square(ac-pi.ac)) - var_list = pi.get_trainable_variables() - adam = MpiAdam(var_list, epsilon=adam_epsilon) - lossandgrad = U.function([ob, ac, stochastic], [loss]+[U.flatgrad(loss, var_list)]) - - U.initialize() - adam.sync() - logger.log("Pretraining with Behavior Cloning...") - for iter_so_far in tqdm(range(int(max_iters))): - ob_expert, ac_expert = dataset.get_next_batch(optim_batch_size, 'train') - train_loss, g = lossandgrad(ob_expert, ac_expert, True) - adam.update(g, optim_stepsize) - if verbose and iter_so_far % val_per_iter == 0: - ob_expert, ac_expert = dataset.get_next_batch(-1, 'val') - val_loss, _ = lossandgrad(ob_expert, ac_expert, True) - logger.log("Training loss: {}, Validation loss: {}".format(train_loss, val_loss)) - - if ckpt_dir is None: - savedir_fname = tempfile.TemporaryDirectory().name - else: - savedir_fname = osp.join(ckpt_dir, task_name) - U.save_state(savedir_fname, var_list=pi.get_variables()) - return savedir_fname - - -def get_task_name(args): - task_name = 'BC' - task_name += '.{}'.format(args.env_id.split("-")[0]) - task_name += '.traj_limitation_{}'.format(args.traj_limitation) - task_name += ".seed_{}".format(args.seed) - return task_name - - -def main(args): - U.make_session(num_cpu=1).__enter__() - set_global_seeds(args.seed) - env = gym.make(args.env_id) - - def policy_fn(name, ob_space, ac_space, reuse=False): - return mlp_policy.MlpPolicy(name=name, ob_space=ob_space, ac_space=ac_space, - reuse=reuse, hid_size=args.policy_hidden_size, num_hid_layers=2) - env = bench.Monitor(env, logger.get_dir() and - osp.join(logger.get_dir(), "monitor.json")) - env.seed(args.seed) - gym.logger.setLevel(logging.WARN) - task_name = get_task_name(args) - args.checkpoint_dir = osp.join(args.checkpoint_dir, task_name) - args.log_dir = osp.join(args.log_dir, task_name) - dataset = Mujoco_Dset(expert_path=args.expert_path, traj_limitation=args.traj_limitation) - savedir_fname = learn(env, - policy_fn, - dataset, - max_iters=args.BC_max_iter, - ckpt_dir=args.checkpoint_dir, - log_dir=args.log_dir, - task_name=task_name, - verbose=True) - avg_len, avg_ret = runner(env, - policy_fn, - savedir_fname, - timesteps_per_batch=1024, - number_trajs=10, - stochastic_policy=args.stochastic_policy, - save=args.save_sample, - reuse=True) - - -if __name__ == '__main__': - args = argsparser() - main(args) diff --git a/baselines/gail/dataset/__init__.py b/baselines/gail/dataset/__init__.py deleted file mode 100644 index e69de29..0000000 diff --git a/baselines/gail/dataset/mujoco_dset.py b/baselines/gail/dataset/mujoco_dset.py deleted file mode 100644 index f5e9c27..0000000 --- a/baselines/gail/dataset/mujoco_dset.py +++ /dev/null @@ -1,114 +0,0 @@ -''' -Data structure of the input .npz: -the data is save in python dictionary format with keys: 'acs', 'ep_rets', 'rews', 'obs' -the values of each item is a list storing the expert trajectory sequentially -a transition can be: (data['obs'][t], data['acs'][t], data['obs'][t+1]) and get reward data['rews'][t] -''' - -from baselines import logger -import numpy as np - - -class Dset(object): - def __init__(self, inputs, labels, randomize): - self.inputs = inputs - self.labels = labels - assert len(self.inputs) == len(self.labels) - self.randomize = randomize - self.num_pairs = len(inputs) - self.init_pointer() - - def init_pointer(self): - self.pointer = 0 - if self.randomize: - idx = np.arange(self.num_pairs) - np.random.shuffle(idx) - self.inputs = self.inputs[idx, :] - self.labels = self.labels[idx, :] - - def get_next_batch(self, batch_size): - # if batch_size is negative -> return all - if batch_size < 0: - return self.inputs, self.labels - if self.pointer + batch_size >= self.num_pairs: - self.init_pointer() - end = self.pointer + batch_size - inputs = self.inputs[self.pointer:end, :] - labels = self.labels[self.pointer:end, :] - self.pointer = end - return inputs, labels - - -class Mujoco_Dset(object): - def __init__(self, expert_path, train_fraction=0.7, traj_limitation=-1, randomize=True): - traj_data = np.load(expert_path) - if traj_limitation < 0: - traj_limitation = len(traj_data['obs']) - obs = traj_data['obs'][:traj_limitation] - acs = traj_data['acs'][:traj_limitation] - - # obs, acs: shape (N, L, ) + S where N = # episodes, L = episode length - # and S is the environment observation/action space. - # Flatten to (N * L, prod(S)) - if len(obs.shape) > 2: - self.obs = np.reshape(obs, [-1, np.prod(obs.shape[2:])]) - self.acs = np.reshape(acs, [-1, np.prod(acs.shape[2:])]) - else: - self.obs = np.vstack(obs) - self.acs = np.vstack(acs) - - self.rets = traj_data['ep_rets'][:traj_limitation] - self.avg_ret = sum(self.rets)/len(self.rets) - self.std_ret = np.std(np.array(self.rets)) - if len(self.acs) > 2: - self.acs = np.squeeze(self.acs) - assert len(self.obs) == len(self.acs) - self.num_traj = min(traj_limitation, len(traj_data['obs'])) - self.num_transition = len(self.obs) - self.randomize = randomize - self.dset = Dset(self.obs, self.acs, self.randomize) - # for behavior cloning - self.train_set = Dset(self.obs[:int(self.num_transition*train_fraction), :], - self.acs[:int(self.num_transition*train_fraction), :], - self.randomize) - self.val_set = Dset(self.obs[int(self.num_transition*train_fraction):, :], - self.acs[int(self.num_transition*train_fraction):, :], - self.randomize) - self.log_info() - - def log_info(self): - logger.log("Total trajectorues: %d" % self.num_traj) - logger.log("Total transitions: %d" % self.num_transition) - logger.log("Average returns: %f" % self.avg_ret) - logger.log("Std for returns: %f" % self.std_ret) - - def get_next_batch(self, batch_size, split=None): - if split is None: - return self.dset.get_next_batch(batch_size) - elif split == 'train': - return self.train_set.get_next_batch(batch_size) - elif split == 'val': - return self.val_set.get_next_batch(batch_size) - else: - raise NotImplementedError - - def plot(self): - import matplotlib.pyplot as plt - plt.hist(self.rets) - plt.savefig("histogram_rets.png") - plt.close() - - -def test(expert_path, traj_limitation, plot): - dset = Mujoco_Dset(expert_path, traj_limitation=traj_limitation) - if plot: - dset.plot() - -if __name__ == '__main__': - import argparse - parser = argparse.ArgumentParser() - parser.add_argument("--expert_path", type=str, default="../data/deterministic.trpo.Hopper.0.00.npz") - parser.add_argument("--traj_limitation", type=int, default=None) - parser.add_argument("--plot", type=bool, default=False) - args = parser.parse_args() - test(args.expert_path, args.traj_limitation, args.plot) diff --git a/baselines/gail/gail-eval.py b/baselines/gail/gail-eval.py deleted file mode 100644 index 1148cb3..0000000 --- a/baselines/gail/gail-eval.py +++ /dev/null @@ -1,147 +0,0 @@ -''' -This code is used to evalaute the imitators trained with different number of trajectories -and plot the results in the same figure for easy comparison. -''' - -import argparse -import os -import glob -import gym - -import matplotlib.pyplot as plt -import numpy as np -import tensorflow as tf - -from baselines.gail import run_mujoco -from baselines.gail import mlp_policy -from baselines.common import set_global_seeds, tf_util as U -from baselines.common.misc_util import boolean_flag -from baselines.gail.dataset.mujoco_dset import Mujoco_Dset - - -plt.style.use('ggplot') -CONFIG = { - 'traj_limitation': [1, 5, 10, 50], -} - - -def load_dataset(expert_path): - dataset = Mujoco_Dset(expert_path=expert_path) - return dataset - - -def argsparser(): - parser = argparse.ArgumentParser('Do evaluation') - parser.add_argument('--seed', type=int, default=0) - parser.add_argument('--policy_hidden_size', type=int, default=100) - parser.add_argument('--env', type=str, choices=['Hopper', 'Walker2d', 'HalfCheetah', - 'Humanoid', 'HumanoidStandup']) - boolean_flag(parser, 'stochastic_policy', default=False, help='use stochastic/deterministic policy to evaluate') - return parser.parse_args() - - -def evaluate_env(env_name, seed, policy_hidden_size, stochastic, reuse, prefix): - - def get_checkpoint_dir(checkpoint_list, limit, prefix): - for checkpoint in checkpoint_list: - if ('limitation_'+str(limit) in checkpoint) and (prefix in checkpoint): - return checkpoint - return None - - def policy_fn(name, ob_space, ac_space, reuse=False): - return mlp_policy.MlpPolicy(name=name, ob_space=ob_space, ac_space=ac_space, - reuse=reuse, hid_size=policy_hidden_size, num_hid_layers=2) - - data_path = os.path.join('data', 'deterministic.trpo.' + env_name + '.0.00.npz') - dataset = load_dataset(data_path) - checkpoint_list = glob.glob(os.path.join('checkpoint', '*' + env_name + ".*")) - log = { - 'traj_limitation': [], - 'upper_bound': [], - 'avg_ret': [], - 'avg_len': [], - 'normalized_ret': [] - } - for i, limit in enumerate(CONFIG['traj_limitation']): - # Do one evaluation - upper_bound = sum(dataset.rets[:limit])/limit - checkpoint_dir = get_checkpoint_dir(checkpoint_list, limit, prefix=prefix) - checkpoint_path = tf.train.latest_checkpoint(checkpoint_dir) - env = gym.make(env_name + '-v1') - env.seed(seed) - print('Trajectory limitation: {}, Load checkpoint: {}, '.format(limit, checkpoint_path)) - avg_len, avg_ret = run_mujoco.runner(env, - policy_fn, - checkpoint_path, - timesteps_per_batch=1024, - number_trajs=10, - stochastic_policy=stochastic, - reuse=((i != 0) or reuse)) - normalized_ret = avg_ret/upper_bound - print('Upper bound: {}, evaluation returns: {}, normalized scores: {}'.format( - upper_bound, avg_ret, normalized_ret)) - log['traj_limitation'].append(limit) - log['upper_bound'].append(upper_bound) - log['avg_ret'].append(avg_ret) - log['avg_len'].append(avg_len) - log['normalized_ret'].append(normalized_ret) - env.close() - return log - - -def plot(env_name, bc_log, gail_log, stochastic): - upper_bound = bc_log['upper_bound'] - bc_avg_ret = bc_log['avg_ret'] - gail_avg_ret = gail_log['avg_ret'] - plt.plot(CONFIG['traj_limitation'], upper_bound) - plt.plot(CONFIG['traj_limitation'], bc_avg_ret) - plt.plot(CONFIG['traj_limitation'], gail_avg_ret) - plt.xlabel('Number of expert trajectories') - plt.ylabel('Accumulated reward') - plt.title('{} unnormalized scores'.format(env_name)) - plt.legend(['expert', 'bc-imitator', 'gail-imitator'], loc='lower right') - plt.grid(b=True, which='major', color='gray', linestyle='--') - if stochastic: - title_name = 'result/{}-unnormalized-stochastic-scores.png'.format(env_name) - else: - title_name = 'result/{}-unnormalized-deterministic-scores.png'.format(env_name) - plt.savefig(title_name) - plt.close() - - bc_normalized_ret = bc_log['normalized_ret'] - gail_normalized_ret = gail_log['normalized_ret'] - plt.plot(CONFIG['traj_limitation'], np.ones(len(CONFIG['traj_limitation']))) - plt.plot(CONFIG['traj_limitation'], bc_normalized_ret) - plt.plot(CONFIG['traj_limitation'], gail_normalized_ret) - plt.xlabel('Number of expert trajectories') - plt.ylabel('Normalized performance') - plt.title('{} normalized scores'.format(env_name)) - plt.legend(['expert', 'bc-imitator', 'gail-imitator'], loc='lower right') - plt.grid(b=True, which='major', color='gray', linestyle='--') - if stochastic: - title_name = 'result/{}-normalized-stochastic-scores.png'.format(env_name) - else: - title_name = 'result/{}-normalized-deterministic-scores.png'.format(env_name) - plt.ylim(0, 1.6) - plt.savefig(title_name) - plt.close() - - -def main(args): - U.make_session(num_cpu=1).__enter__() - set_global_seeds(args.seed) - print('Evaluating {}'.format(args.env)) - bc_log = evaluate_env(args.env, args.seed, args.policy_hidden_size, - args.stochastic_policy, False, 'BC') - print('Evaluation for {}'.format(args.env)) - print(bc_log) - gail_log = evaluate_env(args.env, args.seed, args.policy_hidden_size, - args.stochastic_policy, True, 'gail') - print('Evaluation for {}'.format(args.env)) - print(gail_log) - plot(args.env, bc_log, gail_log, args.stochastic_policy) - - -if __name__ == '__main__': - args = argsparser() - main(args) diff --git a/baselines/gail/mlp_policy.py b/baselines/gail/mlp_policy.py deleted file mode 100644 index d8df120..0000000 --- a/baselines/gail/mlp_policy.py +++ /dev/null @@ -1,75 +0,0 @@ -''' -from baselines/ppo1/mlp_policy.py and add simple modification -(1) add reuse argument -(2) cache the `stochastic` placeholder -''' -import tensorflow as tf -import gym - -import baselines.common.tf_util as U -from baselines.common.mpi_running_mean_std import RunningMeanStd -from baselines.common.distributions import make_pdtype -from baselines.acktr.utils import dense - - -class MlpPolicy(object): - recurrent = False - - def __init__(self, name, reuse=False, *args, **kwargs): - with tf.variable_scope(name): - if reuse: - tf.get_variable_scope().reuse_variables() - self._init(*args, **kwargs) - self.scope = tf.get_variable_scope().name - - def _init(self, ob_space, ac_space, hid_size, num_hid_layers, gaussian_fixed_var=True): - assert isinstance(ob_space, gym.spaces.Box) - - self.pdtype = pdtype = make_pdtype(ac_space) - sequence_length = None - - ob = U.get_placeholder(name="ob", dtype=tf.float32, shape=[sequence_length] + list(ob_space.shape)) - - with tf.variable_scope("obfilter"): - self.ob_rms = RunningMeanStd(shape=ob_space.shape) - - obz = tf.clip_by_value((ob - self.ob_rms.mean) / self.ob_rms.std, -5.0, 5.0) - last_out = obz - for i in range(num_hid_layers): - last_out = tf.nn.tanh(dense(last_out, hid_size, "vffc%i" % (i+1), weight_init=U.normc_initializer(1.0))) - self.vpred = dense(last_out, 1, "vffinal", weight_init=U.normc_initializer(1.0))[:, 0] - - last_out = obz - for i in range(num_hid_layers): - last_out = tf.nn.tanh(dense(last_out, hid_size, "polfc%i" % (i+1), weight_init=U.normc_initializer(1.0))) - - if gaussian_fixed_var and isinstance(ac_space, gym.spaces.Box): - mean = dense(last_out, pdtype.param_shape()[0]//2, "polfinal", U.normc_initializer(0.01)) - logstd = tf.get_variable(name="logstd", shape=[1, pdtype.param_shape()[0]//2], initializer=tf.zeros_initializer()) - pdparam = tf.concat([mean, mean * 0.0 + logstd], axis=1) - else: - pdparam = dense(last_out, pdtype.param_shape()[0], "polfinal", U.normc_initializer(0.01)) - - self.pd = pdtype.pdfromflat(pdparam) - - self.state_in = [] - self.state_out = [] - - # change for BC - stochastic = U.get_placeholder(name="stochastic", dtype=tf.bool, shape=()) - ac = U.switch(stochastic, self.pd.sample(), self.pd.mode()) - self.ac = ac - self._act = U.function([stochastic, ob], [ac, self.vpred]) - - def act(self, stochastic, ob): - ac1, vpred1 = self._act(stochastic, ob[None]) - return ac1[0], vpred1[0] - - def get_variables(self): - return tf.get_collection(tf.GraphKeys.GLOBAL_VARIABLES, self.scope) - - def get_trainable_variables(self): - return tf.get_collection(tf.GraphKeys.TRAINABLE_VARIABLES, self.scope) - - def get_initial_state(self): - return [] diff --git a/baselines/gail/result/HalfCheetah-normalized-deterministic-scores.png b/baselines/gail/result/HalfCheetah-normalized-deterministic-scores.png deleted file mode 100644 index ce4282f01639b9cfbdde40566c5c8bb7510f8e2a..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 33521 zcmdqJbySsI*FJi0N?MR^5Cf&9yTKqtQo00bknRmqk}4|Q3P>Z;wP{hhHl5Nf-DmA5 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Every imitator is evaluated with seed to be 0. - -## Results - -### Training through iterations - -- Hoppers-v1 - - -- HalfCheetah-v1 - - -- Walker2d-v1 - - -- Humanoid-v1 - - -- HumanoidStandup-v1 - - -For details (e.g., adversarial loss, discriminator accuracy, etc.) about GAIL training, please see [here](https://drive.google.com/drive/folders/1nnU8dqAV9i37-_5_vWIspyFUJFQLCsDD?usp=sharing) - -### Determinstic Policy (Set std=0) -| | Un-normalized | Normalized | -|---|---|---| -| Hopper-v1 | | | -| HalfCheetah-v1 | | | -| Walker2d-v1 | | | -| Humanoid-v1 | | | -| HumanoidStandup-v1 | | | - -### Stochatic Policy -| | Un-normalized | Normalized | -|---|---|---| -| Hopper-v1 | | | -| HalfCheetah-v1 | | | -| Walker2d-v1 | | | -| Humanoid-v1 | | | -| HumanoidStandup-v1 | | | - -### details about GAIL imitator - -For all environments, the -imitator is trained with 1, 5, 10, 50 trajectories, where each trajectory contains at most -1024 transitions, and seed 0, 1, 2, 3, respectively. - -### 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zdRk1=PZ`837WfxagFu5`7|(n}WN{TKl~(s|+PZeE!%IrrXj|Y5U}Bw(_<|GsP5|vK z#@g0)_<eCdPXRdzO)uVo>rX>AoE?-=Tp z`_zu?t0oU6n<;OxdVtVjEfqw;#kPw{<=K{01xSA0^`^kWEl+p5E&e7wXxZnUHYj1{?-&E)WpdyinjAR2+&>D zrfr54Y}FlB&>WhS1qQey-#16QPNvYnCZ)+!(^e%;${}r;Lqg7LMKI^ z(lgXa+38qm$;0qER^2`~w)(7F#o83`tZ%6@R?c6s=d2!c z&5FdWQ_<++>x##>V9s%gotX5_i6c-My-M5B zVArFRqx*N63`65g3-{|Qk8RP?0?y7$d<b?igh8*Cl6Y0gfBPg{bLNnrbH8+|i z=r8>l$lNzT^k^~FOYLiUqtE?el&Q>9A4Kh*$ozLaaI3z#)}KV^dVIQAD@cRZ%13)I zk#wf=dDdc98Pzyr?V|F%|KN@hqQD4KKkd#aaJ_6~1g>I^s9#Is2eTh;0gs}dQ0{%#1Npy#;w_bmS;Z(JQGL1Y2TdO>5I03*W?Avf=aXvj=pn*e>rn zjJ~#jfk0o0Zq8KnD2AlHW0~sQ6t>aj1$XHaeMWlY-`Z1XU}z4uwN(cW4%Ca$P8mk7 z7M!;(j1O0O7Do 0): - # Pretrain with behavior cloning - from baselines.gail import behavior_clone - pretrained_weight = behavior_clone.learn(env, policy_fn, dataset, - max_iters=BC_max_iter) - - if algo == 'trpo': - from baselines.gail import trpo_mpi - # Set up for MPI seed - rank = MPI.COMM_WORLD.Get_rank() - if rank != 0: - logger.set_level(logger.DISABLED) - workerseed = seed + 10000 * MPI.COMM_WORLD.Get_rank() - set_global_seeds(workerseed) - env.seed(workerseed) - trpo_mpi.learn(env, policy_fn, reward_giver, dataset, rank, - pretrained=pretrained, pretrained_weight=pretrained_weight, - g_step=g_step, d_step=d_step, - entcoeff=policy_entcoeff, - max_timesteps=num_timesteps, - ckpt_dir=checkpoint_dir, log_dir=log_dir, - save_per_iter=save_per_iter, - timesteps_per_batch=1024, - max_kl=0.01, cg_iters=10, cg_damping=0.1, - gamma=0.995, lam=0.97, - vf_iters=5, vf_stepsize=1e-3, - task_name=task_name) - else: - raise NotImplementedError - - -def runner(env, policy_func, load_model_path, timesteps_per_batch, number_trajs, - stochastic_policy, save=False, reuse=False): - - # Setup network - # ---------------------------------------- - ob_space = env.observation_space - ac_space = env.action_space - pi = policy_func("pi", ob_space, ac_space, reuse=reuse) - U.initialize() - # Prepare for rollouts - # ---------------------------------------- - U.load_state(load_model_path) - - obs_list = [] - acs_list = [] - len_list = [] - ret_list = [] - for _ in tqdm(range(number_trajs)): - traj = traj_1_generator(pi, env, timesteps_per_batch, stochastic=stochastic_policy) - obs, acs, ep_len, ep_ret = traj['ob'], traj['ac'], traj['ep_len'], traj['ep_ret'] - obs_list.append(obs) - acs_list.append(acs) - len_list.append(ep_len) - ret_list.append(ep_ret) - if stochastic_policy: - print('stochastic policy:') - else: - print('deterministic policy:') - if save: - filename = load_model_path.split('/')[-1] + '.' + env.spec.id - np.savez(filename, obs=np.array(obs_list), acs=np.array(acs_list), - lens=np.array(len_list), rets=np.array(ret_list)) - avg_len = sum(len_list)/len(len_list) - avg_ret = sum(ret_list)/len(ret_list) - print("Average length:", avg_len) - print("Average return:", avg_ret) - return avg_len, avg_ret - - -# Sample one trajectory (until trajectory end) -def traj_1_generator(pi, env, horizon, stochastic): - - t = 0 - ac = env.action_space.sample() # not used, just so we have the datatype - new = True # marks if we're on first timestep of an episode - - ob = env.reset() - cur_ep_ret = 0 # return in current episode - cur_ep_len = 0 # len of current episode - - # Initialize history arrays - obs = [] - rews = [] - news = [] - acs = [] - - while True: - ac, vpred = pi.act(stochastic, ob) - obs.append(ob) - news.append(new) - acs.append(ac) - - ob, rew, new, _ = env.step(ac) - rews.append(rew) - - cur_ep_ret += rew - cur_ep_len += 1 - if new or t >= horizon: - break - t += 1 - - obs = np.array(obs) - rews = np.array(rews) - news = np.array(news) - acs = np.array(acs) - traj = {"ob": obs, "rew": rews, "new": news, "ac": acs, - "ep_ret": cur_ep_ret, "ep_len": cur_ep_len} - return traj - - -if __name__ == '__main__': - args = argsparser() - main(args) diff --git a/baselines/gail/statistics.py b/baselines/gail/statistics.py deleted file mode 100644 index 5f7c57e..0000000 --- a/baselines/gail/statistics.py +++ /dev/null @@ -1,45 +0,0 @@ -''' -This code is highly based on https://github.com/carpedm20/deep-rl-tensorflow/blob/master/agents/statistic.py -''' - -import tensorflow as tf -import numpy as np - -import baselines.common.tf_util as U - - -class stats(): - - def __init__(self, scalar_keys=[], histogram_keys=[]): - self.scalar_keys = scalar_keys - self.histogram_keys = histogram_keys - self.scalar_summaries = [] - self.scalar_summaries_ph = [] - self.histogram_summaries_ph = [] - self.histogram_summaries = [] - with tf.variable_scope('summary'): - for k in scalar_keys: - ph = tf.placeholder('float32', None, name=k+'.scalar.summary') - sm = tf.summary.scalar(k+'.scalar.summary', ph) - self.scalar_summaries_ph.append(ph) - self.scalar_summaries.append(sm) - for k in histogram_keys: - ph = tf.placeholder('float32', None, name=k+'.histogram.summary') - sm = tf.summary.scalar(k+'.histogram.summary', ph) - self.histogram_summaries_ph.append(ph) - self.histogram_summaries.append(sm) - - self.summaries = tf.summary.merge(self.scalar_summaries+self.histogram_summaries) - - def add_all_summary(self, writer, values, iter): - # Note that the order of the incoming ```values``` should be the same as the that of the - # ```scalar_keys``` given in ```__init__``` - if np.sum(np.isnan(values)+0) != 0: - return - sess = U.get_session() - keys = self.scalar_summaries_ph + self.histogram_summaries_ph - feed_dict = {} - for k, v in zip(keys, values): - feed_dict.update({k: v}) - summaries_str = sess.run(self.summaries, feed_dict) - writer.add_summary(summaries_str, iter) diff --git a/baselines/gail/trpo_mpi.py b/baselines/gail/trpo_mpi.py deleted file mode 100644 index 615a432..0000000 --- a/baselines/gail/trpo_mpi.py +++ /dev/null @@ -1,354 +0,0 @@ -''' -Disclaimer: The trpo part highly rely on trpo_mpi at @openai/baselines -''' - -import time -import os -from contextlib import contextmanager -from mpi4py import MPI -from collections import deque - -import tensorflow as tf -import numpy as np - -import baselines.common.tf_util as U -from baselines.common import explained_variance, zipsame, dataset, fmt_row -from baselines import logger -from baselines.common import colorize -from baselines.common.mpi_adam import MpiAdam -from baselines.common.cg import cg -from baselines.gail.statistics import stats - - -def traj_segment_generator(pi, env, reward_giver, horizon, stochastic): - - # Initialize state variables - t = 0 - ac = env.action_space.sample() - new = True - rew = 0.0 - true_rew = 0.0 - ob = env.reset() - - cur_ep_ret = 0 - cur_ep_len = 0 - cur_ep_true_ret = 0 - ep_true_rets = [] - ep_rets = [] - ep_lens = [] - - # Initialize history arrays - obs = np.array([ob for _ in range(horizon)]) - true_rews = np.zeros(horizon, 'float32') - rews = np.zeros(horizon, 'float32') - vpreds = np.zeros(horizon, 'float32') - news = np.zeros(horizon, 'int32') - acs = np.array([ac for _ in range(horizon)]) - prevacs = acs.copy() - - while True: - prevac = ac - ac, vpred = pi.act(stochastic, ob) - # Slight weirdness here because we need value function at time T - # before returning segment [0, T-1] so we get the correct - # terminal value - if t > 0 and t % horizon == 0: - yield {"ob": obs, "rew": rews, "vpred": vpreds, "new": news, - "ac": acs, "prevac": prevacs, "nextvpred": vpred * (1 - new), - "ep_rets": ep_rets, "ep_lens": ep_lens, "ep_true_rets": ep_true_rets} - _, vpred = pi.act(stochastic, ob) - # Be careful!!! if you change the downstream algorithm to aggregate - # several of these batches, then be sure to do a deepcopy - ep_rets = [] - ep_true_rets = [] - ep_lens = [] - i = t % horizon - obs[i] = ob - vpreds[i] = vpred - news[i] = new - acs[i] = ac - prevacs[i] = prevac - - rew = reward_giver.get_reward(ob, ac) - ob, true_rew, new, _ = env.step(ac) - rews[i] = rew - true_rews[i] = true_rew - - cur_ep_ret += rew - cur_ep_true_ret += true_rew - cur_ep_len += 1 - if new: - ep_rets.append(cur_ep_ret) - ep_true_rets.append(cur_ep_true_ret) - ep_lens.append(cur_ep_len) - cur_ep_ret = 0 - cur_ep_true_ret = 0 - cur_ep_len = 0 - ob = env.reset() - t += 1 - - -def add_vtarg_and_adv(seg, gamma, lam): - new = np.append(seg["new"], 0) # last element is only used for last vtarg, but we already zeroed it if last new = 1 - vpred = np.append(seg["vpred"], seg["nextvpred"]) - T = len(seg["rew"]) - seg["adv"] = gaelam = np.empty(T, 'float32') - rew = seg["rew"] - lastgaelam = 0 - for t in reversed(range(T)): - nonterminal = 1-new[t+1] - delta = rew[t] + gamma * vpred[t+1] * nonterminal - vpred[t] - gaelam[t] = lastgaelam = delta + gamma * lam * nonterminal * lastgaelam - seg["tdlamret"] = seg["adv"] + seg["vpred"] - - -def learn(env, policy_func, reward_giver, expert_dataset, rank, - pretrained, pretrained_weight, *, - g_step, d_step, entcoeff, save_per_iter, - ckpt_dir, log_dir, timesteps_per_batch, task_name, - gamma, lam, - max_kl, cg_iters, cg_damping=1e-2, - vf_stepsize=3e-4, d_stepsize=3e-4, vf_iters=3, - max_timesteps=0, max_episodes=0, max_iters=0, - callback=None - ): - - nworkers = MPI.COMM_WORLD.Get_size() - rank = MPI.COMM_WORLD.Get_rank() - np.set_printoptions(precision=3) - # Setup losses and stuff - # ---------------------------------------- - ob_space = env.observation_space - ac_space = env.action_space - pi = policy_func("pi", ob_space, ac_space, reuse=(pretrained_weight != None)) - oldpi = policy_func("oldpi", ob_space, ac_space) - atarg = tf.placeholder(dtype=tf.float32, shape=[None]) # Target advantage function (if applicable) - ret = tf.placeholder(dtype=tf.float32, shape=[None]) # Empirical return - - ob = U.get_placeholder_cached(name="ob") - ac = pi.pdtype.sample_placeholder([None]) - - kloldnew = oldpi.pd.kl(pi.pd) - ent = pi.pd.entropy() - meankl = tf.reduce_mean(kloldnew) - meanent = tf.reduce_mean(ent) - entbonus = entcoeff * meanent - - vferr = tf.reduce_mean(tf.square(pi.vpred - ret)) - - ratio = tf.exp(pi.pd.logp(ac) - oldpi.pd.logp(ac)) # advantage * pnew / pold - surrgain = tf.reduce_mean(ratio * atarg) - - optimgain = surrgain + entbonus - losses = [optimgain, meankl, entbonus, surrgain, meanent] - loss_names = ["optimgain", "meankl", "entloss", "surrgain", "entropy"] - - dist = meankl - - all_var_list = pi.get_trainable_variables() - var_list = [v for v in all_var_list if v.name.startswith("pi/pol") or v.name.startswith("pi/logstd")] - vf_var_list = [v for v in all_var_list if v.name.startswith("pi/vff")] - assert len(var_list) == len(vf_var_list) + 1 - d_adam = MpiAdam(reward_giver.get_trainable_variables()) - vfadam = MpiAdam(vf_var_list) - - get_flat = U.GetFlat(var_list) - set_from_flat = U.SetFromFlat(var_list) - klgrads = tf.gradients(dist, var_list) - flat_tangent = tf.placeholder(dtype=tf.float32, shape=[None], name="flat_tan") - shapes = [var.get_shape().as_list() for var in var_list] - start = 0 - tangents = [] - for shape in shapes: - sz = U.intprod(shape) - tangents.append(tf.reshape(flat_tangent[start:start+sz], shape)) - start += sz - gvp = tf.add_n([tf.reduce_sum(g*tangent) for (g, tangent) in zipsame(klgrads, tangents)]) # pylint: disable=E1111 - fvp = U.flatgrad(gvp, var_list) - - assign_old_eq_new = U.function([], [], updates=[tf.assign(oldv, newv) - for (oldv, newv) in zipsame(oldpi.get_variables(), pi.get_variables())]) - compute_losses = U.function([ob, ac, atarg], losses) - compute_lossandgrad = U.function([ob, ac, atarg], losses + [U.flatgrad(optimgain, var_list)]) - compute_fvp = U.function([flat_tangent, ob, ac, atarg], fvp) - compute_vflossandgrad = U.function([ob, ret], U.flatgrad(vferr, vf_var_list)) - - @contextmanager - def timed(msg): - if rank == 0: - print(colorize(msg, color='magenta')) - tstart = time.time() - yield - print(colorize("done in %.3f seconds" % (time.time() - tstart), color='magenta')) - else: - yield - - def allmean(x): - assert isinstance(x, np.ndarray) - out = np.empty_like(x) - MPI.COMM_WORLD.Allreduce(x, out, op=MPI.SUM) - out /= nworkers - return out - - U.initialize() - th_init = get_flat() - MPI.COMM_WORLD.Bcast(th_init, root=0) - set_from_flat(th_init) - d_adam.sync() - vfadam.sync() - if rank == 0: - print("Init param sum", th_init.sum(), flush=True) - - # Prepare for rollouts - # ---------------------------------------- - seg_gen = traj_segment_generator(pi, env, reward_giver, timesteps_per_batch, stochastic=True) - - episodes_so_far = 0 - timesteps_so_far = 0 - iters_so_far = 0 - tstart = time.time() - lenbuffer = deque(maxlen=40) # rolling buffer for episode lengths - rewbuffer = deque(maxlen=40) # rolling buffer for episode rewards - true_rewbuffer = deque(maxlen=40) - - assert sum([max_iters > 0, max_timesteps > 0, max_episodes > 0]) == 1 - - g_loss_stats = stats(loss_names) - d_loss_stats = stats(reward_giver.loss_name) - ep_stats = stats(["True_rewards", "Rewards", "Episode_length"]) - # if provide pretrained weight - if pretrained_weight is not None: - U.load_state(pretrained_weight, var_list=pi.get_variables()) - - while True: - if callback: callback(locals(), globals()) - if max_timesteps and timesteps_so_far >= max_timesteps: - break - elif max_episodes and episodes_so_far >= max_episodes: - break - elif max_iters and iters_so_far >= max_iters: - break - - # Save model - if rank == 0 and iters_so_far % save_per_iter == 0 and ckpt_dir is not None: - fname = os.path.join(ckpt_dir, task_name) - os.makedirs(os.path.dirname(fname), exist_ok=True) - saver = tf.train.Saver() - saver.save(tf.get_default_session(), fname) - - logger.log("********** Iteration %i ************" % iters_so_far) - - def fisher_vector_product(p): - return allmean(compute_fvp(p, *fvpargs)) + cg_damping * p - # ------------------ Update G ------------------ - logger.log("Optimizing Policy...") - for _ in range(g_step): - with timed("sampling"): - seg = seg_gen.__next__() - add_vtarg_and_adv(seg, gamma, lam) - # ob, ac, atarg, ret, td1ret = map(np.concatenate, (obs, acs, atargs, rets, td1rets)) - ob, ac, atarg, tdlamret = seg["ob"], seg["ac"], seg["adv"], seg["tdlamret"] - vpredbefore = seg["vpred"] # predicted value function before udpate - atarg = (atarg - atarg.mean()) / atarg.std() # standardized advantage function estimate - - if hasattr(pi, "ob_rms"): pi.ob_rms.update(ob) # update running mean/std for policy - - args = seg["ob"], seg["ac"], atarg - fvpargs = [arr[::5] for arr in args] - - assign_old_eq_new() # set old parameter values to new parameter values - with timed("computegrad"): - *lossbefore, g = compute_lossandgrad(*args) - lossbefore = allmean(np.array(lossbefore)) - g = allmean(g) - if np.allclose(g, 0): - logger.log("Got zero gradient. not updating") - else: - with timed("cg"): - stepdir = cg(fisher_vector_product, g, cg_iters=cg_iters, verbose=rank == 0) - assert np.isfinite(stepdir).all() - shs = .5*stepdir.dot(fisher_vector_product(stepdir)) - lm = np.sqrt(shs / max_kl) - # logger.log("lagrange multiplier:", lm, "gnorm:", np.linalg.norm(g)) - fullstep = stepdir / lm - expectedimprove = g.dot(fullstep) - surrbefore = lossbefore[0] - stepsize = 1.0 - thbefore = get_flat() - for _ in range(10): - thnew = thbefore + fullstep * stepsize - set_from_flat(thnew) - meanlosses = surr, kl, *_ = allmean(np.array(compute_losses(*args))) - improve = surr - surrbefore - logger.log("Expected: %.3f Actual: %.3f" % (expectedimprove, improve)) - if not np.isfinite(meanlosses).all(): - logger.log("Got non-finite value of losses -- bad!") - elif kl > max_kl * 1.5: - logger.log("violated KL constraint. shrinking step.") - elif improve < 0: - logger.log("surrogate didn't improve. shrinking step.") - else: - logger.log("Stepsize OK!") - break - stepsize *= .5 - else: - logger.log("couldn't compute a good step") - set_from_flat(thbefore) - if nworkers > 1 and iters_so_far % 20 == 0: - paramsums = MPI.COMM_WORLD.allgather((thnew.sum(), vfadam.getflat().sum())) # list of tuples - assert all(np.allclose(ps, paramsums[0]) for ps in paramsums[1:]) - with timed("vf"): - for _ in range(vf_iters): - for (mbob, mbret) in dataset.iterbatches((seg["ob"], seg["tdlamret"]), - include_final_partial_batch=False, batch_size=128): - if hasattr(pi, "ob_rms"): - pi.ob_rms.update(mbob) # update running mean/std for policy - g = allmean(compute_vflossandgrad(mbob, mbret)) - vfadam.update(g, vf_stepsize) - - g_losses = meanlosses - for (lossname, lossval) in zip(loss_names, meanlosses): - logger.record_tabular(lossname, lossval) - logger.record_tabular("ev_tdlam_before", explained_variance(vpredbefore, tdlamret)) - # ------------------ Update D ------------------ - logger.log("Optimizing Discriminator...") - logger.log(fmt_row(13, reward_giver.loss_name)) - ob_expert, ac_expert = expert_dataset.get_next_batch(len(ob)) - batch_size = len(ob) // d_step - d_losses = [] # list of tuples, each of which gives the loss for a minibatch - for ob_batch, ac_batch in dataset.iterbatches((ob, ac), - include_final_partial_batch=False, - batch_size=batch_size): - ob_expert, ac_expert = expert_dataset.get_next_batch(len(ob_batch)) - # update running mean/std for reward_giver - if hasattr(reward_giver, "obs_rms"): reward_giver.obs_rms.update(np.concatenate((ob_batch, ob_expert), 0)) - *newlosses, g = reward_giver.lossandgrad(ob_batch, ac_batch, ob_expert, ac_expert) - d_adam.update(allmean(g), d_stepsize) - d_losses.append(newlosses) - logger.log(fmt_row(13, np.mean(d_losses, axis=0))) - - lrlocal = (seg["ep_lens"], seg["ep_rets"], seg["ep_true_rets"]) # local values - listoflrpairs = MPI.COMM_WORLD.allgather(lrlocal) # list of tuples - lens, rews, true_rets = map(flatten_lists, zip(*listoflrpairs)) - true_rewbuffer.extend(true_rets) - lenbuffer.extend(lens) - rewbuffer.extend(rews) - - logger.record_tabular("EpLenMean", np.mean(lenbuffer)) - logger.record_tabular("EpRewMean", np.mean(rewbuffer)) - logger.record_tabular("EpTrueRewMean", np.mean(true_rewbuffer)) - logger.record_tabular("EpThisIter", len(lens)) - episodes_so_far += len(lens) - timesteps_so_far += sum(lens) - iters_so_far += 1 - - logger.record_tabular("EpisodesSoFar", episodes_so_far) - logger.record_tabular("TimestepsSoFar", timesteps_so_far) - logger.record_tabular("TimeElapsed", time.time() - tstart) - - if rank == 0: - logger.dump_tabular() - - -def flatten_lists(listoflists): - return [el for list_ in listoflists for el in list_] diff --git a/baselines/her/actor_critic.py b/baselines/her/actor_critic.py index d5443fe..ffd1c7f 100644 --- a/baselines/her/actor_critic.py +++ b/baselines/her/actor_critic.py @@ -2,15 +2,24 @@ import tensorflow as tf from baselines.her.util import store_args, nn +def normalize(x, stats): + if stats is None: + return x + return (x - stats.mean) / (stats.std + 1e-8) + + +def denormalize(x, stats): + if stats is None: + return x + return x * stats.std + stats.mean + class ActorCritic: @store_args - def __init__(self, inputs_tf, dimo, dimg, dimu, max_u, o_stats, g_stats, hidden, layers, + def __init__(self, name, dimo, dimg, dimu, max_u, o_stats, g_stats, hidden, layers, **kwargs): """The actor-critic network and related training code. Args: - inputs_tf (dict of tensors): all necessary inputs for the network: the - observation (o), the goal (g), and the action (u) dimo (int): the dimension of the observations dimg (int): the dimension of the goals dimu (int): the dimension of the actions @@ -21,24 +30,36 @@ class ActorCritic: hidden (int): number of hidden units that should be used in hidden layers layers (int): number of hidden layers """ - self.o_tf = inputs_tf['o'] - self.g_tf = inputs_tf['g'] - self.u_tf = inputs_tf['u'] + # self.o_tf = inputs_tf['o'] + # self.g_tf = inputs_tf['g'] + # self.u_tf = inputs_tf['u'] # Prepare inputs for actor and critic. - o = self.o_stats.normalize(self.o_tf) - g = self.g_stats.normalize(self.g_tf) - input_pi = tf.concat(axis=1, values=[o, g]) # for actor + # o = self.o_stats.normalize(self.o_tf) + # g = self.g_stats.normalize(self.g_tf) + # input_pi = tf.concat(axis=1, values=[o, g]) # for actor + + input_pi_shape = dimo + dimg + self.actor_network = nn( + input_shape=input_pi_shape, + layers_sizes=[self.hidden] + self.layers + [self.dimu], + name='pi', + output_activation='tanh') + input_Q_shape = dimo + dimg + dimu + self.critic_network = nn( + input_shape=input_Q_shape, + layers_sizes=[self.hidden] + self.layers + [1], + name='Q') # Networks. - with tf.variable_scope('pi'): - self.pi_tf = self.max_u * tf.tanh(nn( - input_pi, [self.hidden] * self.layers + [self.dimu])) - with tf.variable_scope('Q'): - # for policy training - input_Q = tf.concat(axis=1, values=[o, g, self.pi_tf / self.max_u]) - self.Q_pi_tf = nn(input_Q, [self.hidden] * self.layers + [1]) - # for critic training - input_Q = tf.concat(axis=1, values=[o, g, self.u_tf / self.max_u]) - self._input_Q = input_Q # exposed for tests - self.Q_tf = nn(input_Q, [self.hidden] * self.layers + [1], reuse=True) + # with tf.variable_scope('pi'): + # self.pi_tf = self.max_u * tf.tanh(nn( + # input_pi, [self.hidden] * self.layers + [self.dimu])) + # with tf.variable_scope('Q'): + # # for policy training + # input_Q = tf.concat(axis=1, values=[o, g, self.pi_tf / self.max_u]) + # self.Q_pi_tf = nn(input_Q, [self.hidden] * self.layers + [1]) + # # for critic training + # input_Q = tf.concat(axis=1, values=[o, g, self.u_tf / self.max_u]) + # self._input_Q = input_Q # exposed for tests + # self.Q_tf = nn(input_Q, [self.hidden] * self.layers + [1], reuse=True) diff --git a/baselines/her/ddpg.py b/baselines/her/ddpg.py index 988f14b..c71828e 100644 --- a/baselines/her/ddpg.py +++ b/baselines/her/ddpg.py @@ -2,7 +2,6 @@ from collections import OrderedDict import numpy as np import tensorflow as tf -from tensorflow.contrib.staging import StagingArea from baselines import logger from baselines.her.util import ( @@ -11,6 +10,7 @@ from baselines.her.normalizer import Normalizer from baselines.her.replay_buffer import ReplayBuffer from baselines.common.mpi_adam import MpiAdam from baselines.common import tf_util +from baselines.common.mpi_running_mean_std import RunningMeanStd def dims_to_shapes(input_dims): @@ -82,6 +82,7 @@ class DDPG(object): stage_shapes[key + '_2'] = stage_shapes[key] stage_shapes['r'] = (None,) self.stage_shapes = stage_shapes + print('stage shapes are {}'.format(list(stage_shapes.values()))) # Create network. with tf.variable_scope(self.scope): @@ -295,36 +296,24 @@ class DDPG(object): return critic_loss, actor_loss def _init_target_net(self): - self.sess.run(self.init_target_net_op) + for var, target_var in zip(self.main.trainable_variables, self.target.trainable_variables): + target_var.assign(var) def update_target_net(self): - self.sess.run(self.update_target_net_op) + for var, target_var in zip(self.main.trainable_variables, self.target.trainable_variables): + target_var.assign(self.polyak * target_var + (1. - self.polyak * var)) def clear_buffer(self): self.buffer.clear_buffer() - def _vars(self, scope): - res = tf.get_collection(tf.GraphKeys.TRAINABLE_VARIABLES, scope=self.scope + '/' + scope) - assert len(res) > 0 - return res - - def _global_vars(self, scope): - res = tf.get_collection(tf.GraphKeys.GLOBAL_VARIABLES, scope=self.scope + '/' + scope) - return res - def _create_network(self, reuse=False): logger.info("Creating a DDPG agent with action space %d x %s..." % (self.dimu, self.max_u)) - self.sess = tf_util.get_session() # running averages - with tf.variable_scope('o_stats') as vs: - if reuse: - vs.reuse_variables() - self.o_stats = Normalizer(self.dimo, self.norm_eps, self.norm_clip, sess=self.sess) - with tf.variable_scope('g_stats') as vs: - if reuse: - vs.reuse_variables() - self.g_stats = Normalizer(self.dimg, self.norm_eps, self.norm_clip, sess=self.sess) + with tf.name_scope('o_stats'): + self.o_stats = RunningMeanStd(epsilon=self.norm_eps, shape=(self.dimo,), default_clip_range=self.norm_clip) + with tf.name_scope('g_stats'): + self.g_stats = RunningMeanStd(epsilon=self.norm_eps, shape=(self.dimg,), default_clip_range=self.norm_clip) # mini-batch sampling. batch = self.staging_tf.get() @@ -335,71 +324,46 @@ class DDPG(object): #choose only the demo buffer samples mask = np.concatenate((np.zeros(self.batch_size - self.demo_batch_size), np.ones(self.demo_batch_size)), axis = 0) - # networks - with tf.variable_scope('main') as vs: - if reuse: - vs.reuse_variables() - self.main = self.create_actor_critic(batch_tf, net_type='main', **self.__dict__) - vs.reuse_variables() - with tf.variable_scope('target') as vs: - if reuse: - vs.reuse_variables() - target_batch_tf = batch_tf.copy() - target_batch_tf['o'] = batch_tf['o_2'] - target_batch_tf['g'] = batch_tf['g_2'] - self.target = self.create_actor_critic( - target_batch_tf, net_type='target', **self.__dict__) - vs.reuse_variables() - assert len(self._vars("main")) == len(self._vars("target")) + self.main = self.create_actor_critic(name='main', **self.__dict__) + self.target = self.create_actor_critic(name='target', **self.__dict__) # loss functions - target_Q_pi_tf = self.target.Q_pi_tf - clip_range = (-self.clip_return, 0. if self.clip_pos_returns else np.inf) - target_tf = tf.clip_by_value(batch_tf['r'] + self.gamma * target_Q_pi_tf, *clip_range) - self.Q_loss_tf = tf.reduce_mean(tf.square(tf.stop_gradient(target_tf) - self.main.Q_tf)) + # target_Q_pi_tf = self.target.Q_pi_tf + # clip_range = (-self.clip_return, 0. if self.clip_pos_returns else np.inf) + # target_tf = tf.clip_by_value(batch_tf['r'] + self.gamma * target_Q_pi_tf, *clip_range) + # self.Q_loss_tf = tf.reduce_mean(tf.square(tf.stop_gradient(target_tf) - self.main.Q_tf)) - if self.bc_loss ==1 and self.q_filter == 1 : # train with demonstrations and use bc_loss and q_filter both - maskMain = tf.reshape(tf.boolean_mask(self.main.Q_tf > self.main.Q_pi_tf, mask), [-1]) #where is the demonstrator action better than actor action according to the critic? choose those samples only - #define the cloning loss on the actor's actions only on the samples which adhere to the above masks - self.cloning_loss_tf = tf.reduce_sum(tf.square(tf.boolean_mask(tf.boolean_mask((self.main.pi_tf), mask), maskMain, axis=0) - tf.boolean_mask(tf.boolean_mask((batch_tf['u']), mask), maskMain, axis=0))) - self.pi_loss_tf = -self.prm_loss_weight * tf.reduce_mean(self.main.Q_pi_tf) #primary loss scaled by it's respective weight prm_loss_weight - self.pi_loss_tf += self.prm_loss_weight * self.action_l2 * tf.reduce_mean(tf.square(self.main.pi_tf / self.max_u)) #L2 loss on action values scaled by the same weight prm_loss_weight - self.pi_loss_tf += self.aux_loss_weight * self.cloning_loss_tf #adding the cloning loss to the actor loss as an auxilliary loss scaled by its weight aux_loss_weight + # if self.bc_loss ==1 and self.q_filter == 1 : # train with demonstrations and use bc_loss and q_filter both + # maskMain = tf.reshape(tf.boolean_mask(self.main.Q_tf > self.main.Q_pi_tf, mask), [-1]) #where is the demonstrator action better than actor action according to the critic? choose those samples only + # #define the cloning loss on the actor's actions only on the samples which adhere to the above masks + # self.cloning_loss_tf = tf.reduce_sum(tf.square(tf.boolean_mask(tf.boolean_mask((self.main.pi_tf), mask), maskMain, axis=0) - tf.boolean_mask(tf.boolean_mask((batch_tf['u']), mask), maskMain, axis=0))) + # self.pi_loss_tf = -self.prm_loss_weight * tf.reduce_mean(self.main.Q_pi_tf) #primary loss scaled by it's respective weight prm_loss_weight + # self.pi_loss_tf += self.prm_loss_weight * self.action_l2 * tf.reduce_mean(tf.square(self.main.pi_tf / self.max_u)) #L2 loss on action values scaled by the same weight prm_loss_weight + # self.pi_loss_tf += self.aux_loss_weight * self.cloning_loss_tf #adding the cloning loss to the actor loss as an auxilliary loss scaled by its weight aux_loss_weight - elif self.bc_loss == 1 and self.q_filter == 0: # train with demonstrations without q_filter - self.cloning_loss_tf = tf.reduce_sum(tf.square(tf.boolean_mask((self.main.pi_tf), mask) - tf.boolean_mask((batch_tf['u']), mask))) - self.pi_loss_tf = -self.prm_loss_weight * tf.reduce_mean(self.main.Q_pi_tf) - self.pi_loss_tf += self.prm_loss_weight * self.action_l2 * tf.reduce_mean(tf.square(self.main.pi_tf / self.max_u)) - self.pi_loss_tf += self.aux_loss_weight * self.cloning_loss_tf + # elif self.bc_loss == 1 and self.q_filter == 0: # train with demonstrations without q_filter + # self.cloning_loss_tf = tf.reduce_sum(tf.square(tf.boolean_mask((self.main.pi_tf), mask) - tf.boolean_mask((batch_tf['u']), mask))) + # self.pi_loss_tf = -self.prm_loss_weight * tf.reduce_mean(self.main.Q_pi_tf) + # self.pi_loss_tf += self.prm_loss_weight * self.action_l2 * tf.reduce_mean(tf.square(self.main.pi_tf / self.max_u)) + # self.pi_loss_tf += self.aux_loss_weight * self.cloning_loss_tf - else: #If not training with demonstrations - self.pi_loss_tf = -tf.reduce_mean(self.main.Q_pi_tf) - self.pi_loss_tf += self.action_l2 * tf.reduce_mean(tf.square(self.main.pi_tf / self.max_u)) + # else: #If not training with demonstrations + # self.pi_loss_tf = -tf.reduce_mean(self.main.Q_pi_tf) + # self.pi_loss_tf += self.action_l2 * tf.reduce_mean(tf.square(self.main.pi_tf / self.max_u)) - Q_grads_tf = tf.gradients(self.Q_loss_tf, self._vars('main/Q')) - pi_grads_tf = tf.gradients(self.pi_loss_tf, self._vars('main/pi')) - assert len(self._vars('main/Q')) == len(Q_grads_tf) - assert len(self._vars('main/pi')) == len(pi_grads_tf) - self.Q_grads_vars_tf = zip(Q_grads_tf, self._vars('main/Q')) - self.pi_grads_vars_tf = zip(pi_grads_tf, self._vars('main/pi')) - self.Q_grad_tf = flatten_grads(grads=Q_grads_tf, var_list=self._vars('main/Q')) - self.pi_grad_tf = flatten_grads(grads=pi_grads_tf, var_list=self._vars('main/pi')) + # Q_grads_tf = tf.gradients(self.Q_loss_tf, self._vars('main/Q')) + # pi_grads_tf = tf.gradients(self.pi_loss_tf, self._vars('main/pi')) + + # self.Q_grads_vars_tf = zip(Q_grads_tf, self._vars('main/Q')) + # self.pi_grads_vars_tf = zip(pi_grads_tf, self._vars('main/pi')) + # self.Q_grad_tf = flatten_grads(grads=Q_grads_tf, var_list=self._vars('main/Q')) + # self.pi_grad_tf = flatten_grads(grads=pi_grads_tf, var_list=self._vars('main/pi')) # optimizers - self.Q_adam = MpiAdam(self._vars('main/Q'), scale_grad_by_procs=False) - self.pi_adam = MpiAdam(self._vars('main/pi'), scale_grad_by_procs=False) - - # polyak averaging - self.main_vars = self._vars('main/Q') + self._vars('main/pi') - self.target_vars = self._vars('target/Q') + self._vars('target/pi') - self.stats_vars = self._global_vars('o_stats') + self._global_vars('g_stats') - self.init_target_net_op = list( - map(lambda v: v[0].assign(v[1]), zip(self.target_vars, self.main_vars))) - self.update_target_net_op = list( - map(lambda v: v[0].assign(self.polyak * v[0] + (1. - self.polyak) * v[1]), zip(self.target_vars, self.main_vars))) + self.Q_adam = MpiAdam(self.main.critic_network.trainable_variables, scale_grad_by_procs=False) + self.pi_adam = MpiAdam(self.main.actor_network.trainable_variables, scale_grad_by_procs=False) # initialize all variables - tf.variables_initializer(self._global_vars('')).run() self._sync_optimizers() self._init_target_net() @@ -443,6 +407,7 @@ class DDPG(object): node = [tf.assign(var, val) for var, val in zip(vars, state["tf"])] self.sess.run(node) - def save(self, save_path): - tf_util.save_variables(save_path) + #TODO: add saving logic + # def save(self, save_path): + # tf_util.save_variables(save_path) diff --git a/baselines/her/her.py b/baselines/her/her.py index 1821fc5..4f7d893 100644 --- a/baselines/her/her.py +++ b/baselines/her/her.py @@ -97,6 +97,7 @@ def learn(*, network, env, total_timesteps, **kwargs ): + raise TypeError('HER is not supported in TF2 branch yet, we are still working on it.') override_params = override_params or {} if MPI is not None: rank = MPI.COMM_WORLD.Get_rank() @@ -138,9 +139,11 @@ def learn(*, network, env, total_timesteps, logger.warn() dims = config.configure_dims(params) + print('dims are {}'.format(dims)) policy = config.configure_ddpg(dims=dims, params=params, clip_return=clip_return) - if load_path is not None: - tf_util.load_variables(load_path) + #TODO: load path + # if load_path is not None: + # tf_util.load_variables(load_path) rollout_params = { 'exploit': False, diff --git a/baselines/her/normalizer.py b/baselines/her/normalizer.py index d2b0588..d02967c 100644 --- a/baselines/her/normalizer.py +++ b/baselines/her/normalizer.py @@ -7,8 +7,8 @@ import tensorflow as tf from baselines.her.util import reshape_for_broadcasting -class Normalizer: - def __init__(self, size, eps=1e-2, default_clip_range=np.inf, sess=None): +class Normalizer(tf.Module): + def __init__(self, size, eps=1e-2, default_clip_range=np.inf): """A normalizer that ensures that observations are approximately distributed according to a standard Normal distribution (i.e. have mean zero and variance one). @@ -22,7 +22,6 @@ class Normalizer: self.size = size self.eps = eps self.default_clip_range = default_clip_range - self.sess = sess if sess is not None else tf.get_default_session() self.local_sum = np.zeros(self.size, np.float32) self.local_sumsq = np.zeros(self.size, np.float32) diff --git a/baselines/her/util.py b/baselines/her/util.py index d637aa6..9a4947b 100644 --- a/baselines/her/util.py +++ b/baselines/her/util.py @@ -54,22 +54,19 @@ def flatten_grads(var_list, grads): for (v, grad) in zip(var_list, grads)], 0) -def nn(input, layers_sizes, reuse=None, flatten=False, name=""): +def nn(input_shape, layers_sizes, name="", output_activation=None): """Creates a simple neural network """ + print('input shape is {}'.format(input_shape)) + x_input = tf.keras.Input(shape=input_shape) + h = x_input for i, size in enumerate(layers_sizes): - activation = tf.nn.relu if i < len(layers_sizes) - 1 else None - input = tf.layers.dense(inputs=input, - units=size, - kernel_initializer=tf.contrib.layers.xavier_initializer(), - reuse=reuse, - name=name + '_' + str(i)) - if activation: - input = activation(input) - if flatten: - assert layers_sizes[-1] == 1 - input = tf.reshape(input, [-1]) - return input + activation = 'relu' if i < len(layers_sizes) - 1 else output_activation + h = tf.keras.layers.Dense( + units=size, kernel_initializer='glorot_uniform', activation=activation, + name=name + '_' + str(i))(h) + network = tf.keras.Model(inputs=[x_input], outputs=[h]) + return network def install_mpi_excepthook(): diff --git a/baselines/logger.py b/baselines/logger.py index 59cf8c7..e74f99b 100644 --- a/baselines/logger.py +++ b/baselines/logger.py @@ -38,8 +38,8 @@ class HumanOutputFormat(KVWriter, SeqWriter): # Create strings for printing key2str = {} for (key, val) in sorted(kvs.items()): - if hasattr(val, '__float__'): - valstr = '%-8.3g' % val + if isinstance(val, float): + valstr = '%-8.3g' % (val,) else: valstr = str(val) key2str[self._truncate(key)] = self._truncate(valstr) @@ -92,6 +92,7 @@ class JSONOutputFormat(KVWriter): def writekvs(self, kvs): for k, v in sorted(kvs.items()): if hasattr(v, 'dtype'): + v = v.tolist() kvs[k] = float(v) self.file.write(json.dumps(kvs) + '\n') self.file.flush() @@ -368,7 +369,6 @@ def get_rank_without_mpi_import(): return int(os.environ[varname]) return 0 - def configure(dir=None, format_strs=None, comm=None, log_suffix=''): """ If comm is provided, average all numerical stats across that comm @@ -384,7 +384,7 @@ def configure(dir=None, format_strs=None, comm=None, log_suffix=''): rank = get_rank_without_mpi_import() if rank > 0: - log_suffix = log_suffix + "-rank%03i" % rank + log_suffix = "-rank%03i" % rank if format_strs is None: if rank == 0: @@ -395,8 +395,7 @@ def configure(dir=None, format_strs=None, comm=None, log_suffix=''): output_formats = [make_output_format(f, dir, log_suffix) for f in format_strs] Logger.CURRENT = Logger(dir=dir, output_formats=output_formats, comm=comm) - if output_formats: - log('Logging to %s'%dir) + log('Logging to %s'%dir) def _configure_default_logger(): configure() diff --git a/baselines/ppo1/README.md b/baselines/ppo1/README.md deleted file mode 100644 index 1faf5ad..0000000 --- a/baselines/ppo1/README.md +++ /dev/null @@ -1,9 +0,0 @@ -# PPOSGD - -- Original paper: https://arxiv.org/abs/1707.06347 -- Baselines blog post: https://blog.openai.com/openai-baselines-ppo/ -- `mpirun -np 8 python -m baselines.ppo1.run_atari` runs the algorithm for 40M frames = 10M timesteps on an Atari game. See help (`-h`) for more options. -- `python -m baselines.ppo1.run_mujoco` runs the algorithm for 1M frames on a Mujoco environment. - -- Train mujoco 3d humanoid (with optimal-ish hyperparameters): `mpirun -np 16 python -m baselines.ppo1.run_humanoid --model-path=/path/to/model` -- Render the 3d humanoid: `python -m baselines.ppo1.run_humanoid --play --model-path=/path/to/model` diff --git a/baselines/ppo1/__init__.py b/baselines/ppo1/__init__.py deleted file mode 100644 index e69de29..0000000 diff --git a/baselines/ppo1/cnn_policy.py b/baselines/ppo1/cnn_policy.py deleted file mode 100644 index 6aec8c0..0000000 --- a/baselines/ppo1/cnn_policy.py +++ /dev/null @@ -1,56 +0,0 @@ -import baselines.common.tf_util as U -import tensorflow as tf -import gym -from baselines.common.distributions import make_pdtype - -class CnnPolicy(object): - recurrent = False - def __init__(self, name, ob_space, ac_space, kind='large'): - with tf.variable_scope(name): - self._init(ob_space, ac_space, kind) - self.scope = tf.get_variable_scope().name - - def _init(self, ob_space, ac_space, kind): - assert isinstance(ob_space, gym.spaces.Box) - - self.pdtype = pdtype = make_pdtype(ac_space) - sequence_length = None - - ob = U.get_placeholder(name="ob", dtype=tf.float32, shape=[sequence_length] + list(ob_space.shape)) - - x = ob / 255.0 - if kind == 'small': # from A3C paper - x = tf.nn.relu(U.conv2d(x, 16, "l1", [8, 8], [4, 4], pad="VALID")) - x = tf.nn.relu(U.conv2d(x, 32, "l2", [4, 4], [2, 2], pad="VALID")) - x = U.flattenallbut0(x) - x = tf.nn.relu(tf.layers.dense(x, 256, name='lin', kernel_initializer=U.normc_initializer(1.0))) - elif kind == 'large': # Nature DQN - x = tf.nn.relu(U.conv2d(x, 32, "l1", [8, 8], [4, 4], pad="VALID")) - x = tf.nn.relu(U.conv2d(x, 64, "l2", [4, 4], [2, 2], pad="VALID")) - x = tf.nn.relu(U.conv2d(x, 64, "l3", [3, 3], [1, 1], pad="VALID")) - x = U.flattenallbut0(x) - x = tf.nn.relu(tf.layers.dense(x, 512, name='lin', kernel_initializer=U.normc_initializer(1.0))) - else: - raise NotImplementedError - - logits = tf.layers.dense(x, pdtype.param_shape()[0], name='logits', kernel_initializer=U.normc_initializer(0.01)) - self.pd = pdtype.pdfromflat(logits) - self.vpred = tf.layers.dense(x, 1, name='value', kernel_initializer=U.normc_initializer(1.0))[:,0] - - self.state_in = [] - self.state_out = [] - - stochastic = tf.placeholder(dtype=tf.bool, shape=()) - ac = self.pd.sample() # XXX - self._act = U.function([stochastic, ob], [ac, self.vpred]) - - def act(self, stochastic, ob): - ac1, vpred1 = self._act(stochastic, ob[None]) - return ac1[0], vpred1[0] - def get_variables(self): - return tf.get_collection(tf.GraphKeys.GLOBAL_VARIABLES, self.scope) - def get_trainable_variables(self): - return tf.get_collection(tf.GraphKeys.TRAINABLE_VARIABLES, self.scope) - def get_initial_state(self): - return [] - diff --git a/baselines/ppo1/mlp_policy.py b/baselines/ppo1/mlp_policy.py deleted file mode 100644 index 7f979b3..0000000 --- a/baselines/ppo1/mlp_policy.py +++ /dev/null @@ -1,61 +0,0 @@ -from baselines.common.mpi_running_mean_std import RunningMeanStd -import baselines.common.tf_util as U -import tensorflow as tf -import gym -from baselines.common.distributions import make_pdtype - -class MlpPolicy(object): - recurrent = False - def __init__(self, name, *args, **kwargs): - with tf.variable_scope(name): - self._init(*args, **kwargs) - self.scope = tf.get_variable_scope().name - - def _init(self, ob_space, ac_space, hid_size, num_hid_layers, gaussian_fixed_var=True): - assert isinstance(ob_space, gym.spaces.Box) - - self.pdtype = pdtype = make_pdtype(ac_space) - sequence_length = None - - ob = U.get_placeholder(name="ob", dtype=tf.float32, shape=[sequence_length] + list(ob_space.shape)) - - with tf.variable_scope("obfilter"): - self.ob_rms = RunningMeanStd(shape=ob_space.shape) - - with tf.variable_scope('vf'): - obz = tf.clip_by_value((ob - self.ob_rms.mean) / self.ob_rms.std, -5.0, 5.0) - last_out = obz - for i in range(num_hid_layers): - last_out = tf.nn.tanh(tf.layers.dense(last_out, hid_size, name="fc%i"%(i+1), kernel_initializer=U.normc_initializer(1.0))) - self.vpred = tf.layers.dense(last_out, 1, name='final', kernel_initializer=U.normc_initializer(1.0))[:,0] - - with tf.variable_scope('pol'): - last_out = obz - for i in range(num_hid_layers): - last_out = tf.nn.tanh(tf.layers.dense(last_out, hid_size, name='fc%i'%(i+1), kernel_initializer=U.normc_initializer(1.0))) - if gaussian_fixed_var and isinstance(ac_space, gym.spaces.Box): - mean = tf.layers.dense(last_out, pdtype.param_shape()[0]//2, name='final', kernel_initializer=U.normc_initializer(0.01)) - logstd = tf.get_variable(name="logstd", shape=[1, pdtype.param_shape()[0]//2], initializer=tf.zeros_initializer()) - pdparam = tf.concat([mean, mean * 0.0 + logstd], axis=1) - else: - pdparam = tf.layers.dense(last_out, pdtype.param_shape()[0], name='final', kernel_initializer=U.normc_initializer(0.01)) - - self.pd = pdtype.pdfromflat(pdparam) - - self.state_in = [] - self.state_out = [] - - stochastic = tf.placeholder(dtype=tf.bool, shape=()) - ac = U.switch(stochastic, self.pd.sample(), self.pd.mode()) - self._act = U.function([stochastic, ob], [ac, self.vpred]) - - def act(self, stochastic, ob): - ac1, vpred1 = self._act(stochastic, ob[None]) - return ac1[0], vpred1[0] - def get_variables(self): - return tf.get_collection(tf.GraphKeys.GLOBAL_VARIABLES, self.scope) - def get_trainable_variables(self): - return tf.get_collection(tf.GraphKeys.TRAINABLE_VARIABLES, self.scope) - def get_initial_state(self): - return [] - diff --git a/baselines/ppo1/pposgd_simple.py b/baselines/ppo1/pposgd_simple.py deleted file mode 100644 index 7ecd48d..0000000 --- a/baselines/ppo1/pposgd_simple.py +++ /dev/null @@ -1,217 +0,0 @@ -from baselines.common import Dataset, explained_variance, fmt_row, zipsame -from baselines import logger -import baselines.common.tf_util as U -import tensorflow as tf, numpy as np -import time -from baselines.common.mpi_adam import MpiAdam -from baselines.common.mpi_moments import mpi_moments -from mpi4py import MPI -from collections import deque - -def traj_segment_generator(pi, env, horizon, stochastic): - t = 0 - ac = env.action_space.sample() # not used, just so we have the datatype - new = True # marks if we're on first timestep of an episode - ob = env.reset() - - cur_ep_ret = 0 # return in current episode - cur_ep_len = 0 # len of current episode - ep_rets = [] # returns of completed episodes in this segment - ep_lens = [] # lengths of ... - - # Initialize history arrays - obs = np.array([ob for _ in range(horizon)]) - rews = np.zeros(horizon, 'float32') - vpreds = np.zeros(horizon, 'float32') - news = np.zeros(horizon, 'int32') - acs = np.array([ac for _ in range(horizon)]) - prevacs = acs.copy() - - while True: - prevac = ac - ac, vpred = pi.act(stochastic, ob) - # Slight weirdness here because we need value function at time T - # before returning segment [0, T-1] so we get the correct - # terminal value - if t > 0 and t % horizon == 0: - yield {"ob" : obs, "rew" : rews, "vpred" : vpreds, "new" : news, - "ac" : acs, "prevac" : prevacs, "nextvpred": vpred * (1 - new), - "ep_rets" : ep_rets, "ep_lens" : ep_lens} - # Be careful!!! if you change the downstream algorithm to aggregate - # several of these batches, then be sure to do a deepcopy - ep_rets = [] - ep_lens = [] - i = t % horizon - obs[i] = ob - vpreds[i] = vpred - news[i] = new - acs[i] = ac - prevacs[i] = prevac - - ob, rew, new, _ = env.step(ac) - rews[i] = rew - - cur_ep_ret += rew - cur_ep_len += 1 - if new: - ep_rets.append(cur_ep_ret) - ep_lens.append(cur_ep_len) - cur_ep_ret = 0 - cur_ep_len = 0 - ob = env.reset() - t += 1 - -def add_vtarg_and_adv(seg, gamma, lam): - """ - Compute target value using TD(lambda) estimator, and advantage with GAE(lambda) - """ - new = np.append(seg["new"], 0) # last element is only used for last vtarg, but we already zeroed it if last new = 1 - vpred = np.append(seg["vpred"], seg["nextvpred"]) - T = len(seg["rew"]) - seg["adv"] = gaelam = np.empty(T, 'float32') - rew = seg["rew"] - lastgaelam = 0 - for t in reversed(range(T)): - nonterminal = 1-new[t+1] - delta = rew[t] + gamma * vpred[t+1] * nonterminal - vpred[t] - gaelam[t] = lastgaelam = delta + gamma * lam * nonterminal * lastgaelam - seg["tdlamret"] = seg["adv"] + seg["vpred"] - -def learn(env, policy_fn, *, - timesteps_per_actorbatch, # timesteps per actor per update - clip_param, entcoeff, # clipping parameter epsilon, entropy coeff - optim_epochs, optim_stepsize, optim_batchsize,# optimization hypers - gamma, lam, # advantage estimation - max_timesteps=0, max_episodes=0, max_iters=0, max_seconds=0, # time constraint - callback=None, # you can do anything in the callback, since it takes locals(), globals() - adam_epsilon=1e-5, - schedule='constant' # annealing for stepsize parameters (epsilon and adam) - ): - # Setup losses and stuff - # ---------------------------------------- - ob_space = env.observation_space - ac_space = env.action_space - pi = policy_fn("pi", ob_space, ac_space) # Construct network for new policy - oldpi = policy_fn("oldpi", ob_space, ac_space) # Network for old policy - atarg = tf.placeholder(dtype=tf.float32, shape=[None]) # Target advantage function (if applicable) - ret = tf.placeholder(dtype=tf.float32, shape=[None]) # Empirical return - - lrmult = tf.placeholder(name='lrmult', dtype=tf.float32, shape=[]) # learning rate multiplier, updated with schedule - - ob = U.get_placeholder_cached(name="ob") - ac = pi.pdtype.sample_placeholder([None]) - - kloldnew = oldpi.pd.kl(pi.pd) - ent = pi.pd.entropy() - meankl = tf.reduce_mean(kloldnew) - meanent = tf.reduce_mean(ent) - pol_entpen = (-entcoeff) * meanent - - ratio = tf.exp(pi.pd.logp(ac) - oldpi.pd.logp(ac)) # pnew / pold - surr1 = ratio * atarg # surrogate from conservative policy iteration - surr2 = tf.clip_by_value(ratio, 1.0 - clip_param, 1.0 + clip_param) * atarg # - pol_surr = - tf.reduce_mean(tf.minimum(surr1, surr2)) # PPO's pessimistic surrogate (L^CLIP) - vf_loss = tf.reduce_mean(tf.square(pi.vpred - ret)) - total_loss = pol_surr + pol_entpen + vf_loss - losses = [pol_surr, pol_entpen, vf_loss, meankl, meanent] - loss_names = ["pol_surr", "pol_entpen", "vf_loss", "kl", "ent"] - - var_list = pi.get_trainable_variables() - lossandgrad = U.function([ob, ac, atarg, ret, lrmult], losses + [U.flatgrad(total_loss, var_list)]) - adam = MpiAdam(var_list, epsilon=adam_epsilon) - - assign_old_eq_new = U.function([],[], updates=[tf.assign(oldv, newv) - for (oldv, newv) in zipsame(oldpi.get_variables(), pi.get_variables())]) - compute_losses = U.function([ob, ac, atarg, ret, lrmult], losses) - - U.initialize() - adam.sync() - - # Prepare for rollouts - # ---------------------------------------- - seg_gen = traj_segment_generator(pi, env, timesteps_per_actorbatch, stochastic=True) - - episodes_so_far = 0 - timesteps_so_far = 0 - iters_so_far = 0 - tstart = time.time() - lenbuffer = deque(maxlen=100) # rolling buffer for episode lengths - rewbuffer = deque(maxlen=100) # rolling buffer for episode rewards - - assert sum([max_iters>0, max_timesteps>0, max_episodes>0, max_seconds>0])==1, "Only one time constraint permitted" - - while True: - if callback: callback(locals(), globals()) - if max_timesteps and timesteps_so_far >= max_timesteps: - break - elif max_episodes and episodes_so_far >= max_episodes: - break - elif max_iters and iters_so_far >= max_iters: - break - elif max_seconds and time.time() - tstart >= max_seconds: - break - - if schedule == 'constant': - cur_lrmult = 1.0 - elif schedule == 'linear': - cur_lrmult = max(1.0 - float(timesteps_so_far) / max_timesteps, 0) - else: - raise NotImplementedError - - logger.log("********** Iteration %i ************"%iters_so_far) - - seg = seg_gen.__next__() - add_vtarg_and_adv(seg, gamma, lam) - - # ob, ac, atarg, ret, td1ret = map(np.concatenate, (obs, acs, atargs, rets, td1rets)) - ob, ac, atarg, tdlamret = seg["ob"], seg["ac"], seg["adv"], seg["tdlamret"] - vpredbefore = seg["vpred"] # predicted value function before udpate - atarg = (atarg - atarg.mean()) / atarg.std() # standardized advantage function estimate - d = Dataset(dict(ob=ob, ac=ac, atarg=atarg, vtarg=tdlamret), deterministic=pi.recurrent) - optim_batchsize = optim_batchsize or ob.shape[0] - - if hasattr(pi, "ob_rms"): pi.ob_rms.update(ob) # update running mean/std for policy - - assign_old_eq_new() # set old parameter values to new parameter values - logger.log("Optimizing...") - logger.log(fmt_row(13, loss_names)) - # Here we do a bunch of optimization epochs over the data - for _ in range(optim_epochs): - losses = [] # list of tuples, each of which gives the loss for a minibatch - for batch in d.iterate_once(optim_batchsize): - *newlosses, g = lossandgrad(batch["ob"], batch["ac"], batch["atarg"], batch["vtarg"], cur_lrmult) - adam.update(g, optim_stepsize * cur_lrmult) - losses.append(newlosses) - logger.log(fmt_row(13, np.mean(losses, axis=0))) - - logger.log("Evaluating losses...") - losses = [] - for batch in d.iterate_once(optim_batchsize): - newlosses = compute_losses(batch["ob"], batch["ac"], batch["atarg"], batch["vtarg"], cur_lrmult) - losses.append(newlosses) - meanlosses,_,_ = mpi_moments(losses, axis=0) - logger.log(fmt_row(13, meanlosses)) - for (lossval, name) in zipsame(meanlosses, loss_names): - logger.record_tabular("loss_"+name, lossval) - logger.record_tabular("ev_tdlam_before", explained_variance(vpredbefore, tdlamret)) - lrlocal = (seg["ep_lens"], seg["ep_rets"]) # local values - listoflrpairs = MPI.COMM_WORLD.allgather(lrlocal) # list of tuples - lens, rews = map(flatten_lists, zip(*listoflrpairs)) - lenbuffer.extend(lens) - rewbuffer.extend(rews) - logger.record_tabular("EpLenMean", np.mean(lenbuffer)) - logger.record_tabular("EpRewMean", np.mean(rewbuffer)) - logger.record_tabular("EpThisIter", len(lens)) - episodes_so_far += len(lens) - timesteps_so_far += sum(lens) - iters_so_far += 1 - logger.record_tabular("EpisodesSoFar", episodes_so_far) - logger.record_tabular("TimestepsSoFar", timesteps_so_far) - logger.record_tabular("TimeElapsed", time.time() - tstart) - if MPI.COMM_WORLD.Get_rank()==0: - logger.dump_tabular() - - return pi - -def flatten_lists(listoflists): - return [el for list_ in listoflists for el in list_] diff --git a/baselines/ppo1/run_atari.py b/baselines/ppo1/run_atari.py deleted file mode 100644 index 96e3482..0000000 --- a/baselines/ppo1/run_atari.py +++ /dev/null @@ -1,48 +0,0 @@ -#!/usr/bin/env python3 - -from mpi4py import MPI -from baselines.common import set_global_seeds -from baselines import bench -import os.path as osp -from baselines import logger -from baselines.common.atari_wrappers import make_atari, wrap_deepmind -from baselines.common.cmd_util import atari_arg_parser - -def train(env_id, num_timesteps, seed): - from baselines.ppo1 import pposgd_simple, cnn_policy - import baselines.common.tf_util as U - rank = MPI.COMM_WORLD.Get_rank() - sess = U.single_threaded_session() - sess.__enter__() - if rank == 0: - logger.configure() - else: - logger.configure(format_strs=[]) - workerseed = seed + 10000 * MPI.COMM_WORLD.Get_rank() if seed is not None else None - set_global_seeds(workerseed) - env = make_atari(env_id) - def policy_fn(name, ob_space, ac_space): #pylint: disable=W0613 - return cnn_policy.CnnPolicy(name=name, ob_space=ob_space, ac_space=ac_space) - env = bench.Monitor(env, logger.get_dir() and - osp.join(logger.get_dir(), str(rank))) - env.seed(workerseed) - - env = wrap_deepmind(env) - env.seed(workerseed) - - pposgd_simple.learn(env, policy_fn, - max_timesteps=int(num_timesteps * 1.1), - timesteps_per_actorbatch=256, - clip_param=0.2, entcoeff=0.01, - optim_epochs=4, optim_stepsize=1e-3, optim_batchsize=64, - gamma=0.99, lam=0.95, - schedule='linear' - ) - env.close() - -def main(): - args = atari_arg_parser().parse_args() - train(args.env, num_timesteps=args.num_timesteps, seed=args.seed) - -if __name__ == '__main__': - main() diff --git a/baselines/ppo1/run_humanoid.py b/baselines/ppo1/run_humanoid.py deleted file mode 100644 index 91a6db7..0000000 --- a/baselines/ppo1/run_humanoid.py +++ /dev/null @@ -1,73 +0,0 @@ -#!/usr/bin/env python3 -import os -from baselines.common.cmd_util import make_mujoco_env, mujoco_arg_parser -from baselines.common import tf_util as U -from baselines import logger - -import gym - -def train(num_timesteps, seed, model_path=None): - env_id = 'Humanoid-v2' - from baselines.ppo1 import mlp_policy, pposgd_simple - U.make_session(num_cpu=1).__enter__() - def policy_fn(name, ob_space, ac_space): - return mlp_policy.MlpPolicy(name=name, ob_space=ob_space, ac_space=ac_space, - hid_size=64, num_hid_layers=2) - env = make_mujoco_env(env_id, seed) - - # parameters below were the best found in a simple random search - # these are good enough to make humanoid walk, but whether those are - # an absolute best or not is not certain - env = RewScale(env, 0.1) - logger.log("NOTE: reward will be scaled by a factor of 10 in logged stats. Check the monitor for unscaled reward.") - pi = pposgd_simple.learn(env, policy_fn, - max_timesteps=num_timesteps, - timesteps_per_actorbatch=2048, - clip_param=0.1, entcoeff=0.0, - optim_epochs=10, - optim_stepsize=1e-4, - optim_batchsize=64, - gamma=0.99, - lam=0.95, - schedule='constant', - ) - env.close() - if model_path: - U.save_state(model_path) - - return pi - -class RewScale(gym.RewardWrapper): - def __init__(self, env, scale): - gym.RewardWrapper.__init__(self, env) - self.scale = scale - def reward(self, r): - return r * self.scale - -def main(): - logger.configure() - parser = mujoco_arg_parser() - parser.add_argument('--model-path', default=os.path.join(logger.get_dir(), 'humanoid_policy')) - parser.set_defaults(num_timesteps=int(5e7)) - - args = parser.parse_args() - - if not args.play: - # train the model - train(num_timesteps=args.num_timesteps, seed=args.seed, model_path=args.model_path) - else: - # construct the model object, load pre-trained model and render - pi = train(num_timesteps=1, seed=args.seed) - U.load_state(args.model_path) - env = make_mujoco_env('Humanoid-v2', seed=0) - - ob = env.reset() - while True: - action = pi.act(stochastic=False, ob=ob)[0] - ob, _, done, _ = env.step(action) - env.render() - if done: - ob = env.reset() - -if __name__ == '__main__': - main() diff --git a/baselines/ppo1/run_mujoco.py b/baselines/ppo1/run_mujoco.py deleted file mode 100644 index 6389983..0000000 --- a/baselines/ppo1/run_mujoco.py +++ /dev/null @@ -1,29 +0,0 @@ -#!/usr/bin/env python3 - -from baselines.common.cmd_util import make_mujoco_env, mujoco_arg_parser -from baselines.common import tf_util as U -from baselines import logger - -def train(env_id, num_timesteps, seed): - from baselines.ppo1 import mlp_policy, pposgd_simple - U.make_session(num_cpu=1).__enter__() - def policy_fn(name, ob_space, ac_space): - return mlp_policy.MlpPolicy(name=name, ob_space=ob_space, ac_space=ac_space, - hid_size=64, num_hid_layers=2) - env = make_mujoco_env(env_id, seed) - pposgd_simple.learn(env, policy_fn, - max_timesteps=num_timesteps, - timesteps_per_actorbatch=2048, - clip_param=0.2, entcoeff=0.0, - optim_epochs=10, optim_stepsize=3e-4, optim_batchsize=64, - gamma=0.99, lam=0.95, schedule='linear', - ) - env.close() - -def main(): - args = mujoco_arg_parser().parse_args() - logger.configure() - train(args.env, num_timesteps=args.num_timesteps, seed=args.seed) - -if __name__ == '__main__': - main() diff --git a/baselines/ppo1/run_robotics.py b/baselines/ppo1/run_robotics.py deleted file mode 100644 index 7d84185..0000000 --- a/baselines/ppo1/run_robotics.py +++ /dev/null @@ -1,40 +0,0 @@ -#!/usr/bin/env python3 - -from mpi4py import MPI -from baselines.common import set_global_seeds -from baselines import logger -from baselines.common.cmd_util import make_robotics_env, robotics_arg_parser -import mujoco_py - - -def train(env_id, num_timesteps, seed): - from baselines.ppo1 import mlp_policy, pposgd_simple - import baselines.common.tf_util as U - rank = MPI.COMM_WORLD.Get_rank() - sess = U.single_threaded_session() - sess.__enter__() - mujoco_py.ignore_mujoco_warnings().__enter__() - workerseed = seed + 10000 * rank - set_global_seeds(workerseed) - env = make_robotics_env(env_id, workerseed, rank=rank) - def policy_fn(name, ob_space, ac_space): - return mlp_policy.MlpPolicy(name=name, ob_space=ob_space, ac_space=ac_space, - hid_size=256, num_hid_layers=3) - - pposgd_simple.learn(env, policy_fn, - max_timesteps=num_timesteps, - timesteps_per_actorbatch=2048, - clip_param=0.2, entcoeff=0.0, - optim_epochs=5, optim_stepsize=3e-4, optim_batchsize=256, - gamma=0.99, lam=0.95, schedule='linear', - ) - env.close() - - -def main(): - args = robotics_arg_parser().parse_args() - train(args.env, num_timesteps=args.num_timesteps, seed=args.seed) - - -if __name__ == '__main__': - main() diff --git a/baselines/ppo2/microbatched_model.py b/baselines/ppo2/microbatched_model.py deleted file mode 100644 index a35b830..0000000 --- a/baselines/ppo2/microbatched_model.py +++ /dev/null @@ -1,78 +0,0 @@ -import tensorflow as tf -import numpy as np -from baselines.ppo2.model import Model - -class MicrobatchedModel(Model): - """ - Model that does training one microbatch at a time - when gradient computation - on the entire minibatch causes some overflow - """ - def __init__(self, *, policy, ob_space, ac_space, nbatch_act, nbatch_train, - nsteps, ent_coef, vf_coef, max_grad_norm, mpi_rank_weight, comm, microbatch_size): - - self.nmicrobatches = nbatch_train // microbatch_size - self.microbatch_size = microbatch_size - assert nbatch_train % microbatch_size == 0, 'microbatch_size ({}) should divide nbatch_train ({}) evenly'.format(microbatch_size, nbatch_train) - - super().__init__( - policy=policy, - ob_space=ob_space, - ac_space=ac_space, - nbatch_act=nbatch_act, - nbatch_train=microbatch_size, - nsteps=nsteps, - ent_coef=ent_coef, - vf_coef=vf_coef, - max_grad_norm=max_grad_norm, - mpi_rank_weight=mpi_rank_weight, - comm=comm) - - self.grads_ph = [tf.placeholder(dtype=g.dtype, shape=g.shape) for g in self.grads] - grads_ph_and_vars = list(zip(self.grads_ph, self.var)) - self._apply_gradients_op = self.trainer.apply_gradients(grads_ph_and_vars) - - - def train(self, lr, cliprange, obs, returns, masks, actions, values, neglogpacs, states=None): - assert states is None, "microbatches with recurrent models are not supported yet" - - # Here we calculate advantage A(s,a) = R + yV(s') - V(s) - # Returns = R + yV(s') - advs = returns - values - - # Normalize the advantages - advs = (advs - advs.mean()) / (advs.std() + 1e-8) - - # Initialize empty list for per-microbatch stats like pg_loss, vf_loss, entropy, approxkl (whatever is in self.stats_list) - stats_vs = [] - - for microbatch_idx in range(self.nmicrobatches): - _sli = range(microbatch_idx * self.microbatch_size, (microbatch_idx+1) * self.microbatch_size) - td_map = { - self.train_model.X: obs[_sli], - self.A:actions[_sli], - self.ADV:advs[_sli], - self.R:returns[_sli], - self.CLIPRANGE:cliprange, - self.OLDNEGLOGPAC:neglogpacs[_sli], - self.OLDVPRED:values[_sli] - } - - # Compute gradient on a microbatch (note that variables do not change here) ... - grad_v, stats_v = self.sess.run([self.grads, self.stats_list], td_map) - if microbatch_idx == 0: - sum_grad_v = grad_v - else: - # .. and add to the total of the gradients - for i, g in enumerate(grad_v): - sum_grad_v[i] += g - stats_vs.append(stats_v) - - feed_dict = {ph: sum_g / self.nmicrobatches for ph, sum_g in zip(self.grads_ph, sum_grad_v)} - feed_dict[self.LR] = lr - # Update variables using average of the gradients - self.sess.run(self._apply_gradients_op, feed_dict) - # Return average of the stats - return np.mean(np.array(stats_vs), axis=0).tolist() - - - diff --git a/baselines/ppo2/model.py b/baselines/ppo2/model.py index 3d56bc9..f83d88c 100644 --- a/baselines/ppo2/model.py +++ b/baselines/ppo2/model.py @@ -1,8 +1,5 @@ import tensorflow as tf -import functools - -from baselines.common.tf_util import get_session, save_variables, load_variables -from baselines.common.tf_util import initialize +from baselines.common.policies import PolicyWithValue try: from baselines.common.mpi_adam_optimizer import MpiAdamOptimizer @@ -11,7 +8,7 @@ try: except ImportError: MPI = None -class Model(object): +class Model(tf.Module): """ We use this object to : __init__: @@ -24,136 +21,70 @@ class Model(object): save/load(): - Save load the model """ - def __init__(self, *, policy, ob_space, ac_space, nbatch_act, nbatch_train, - nsteps, ent_coef, vf_coef, max_grad_norm, mpi_rank_weight=1, comm=None, microbatch_size=None): - self.sess = sess = get_session() - - if MPI is not None and comm is None: - comm = MPI.COMM_WORLD - - with tf.variable_scope('ppo2_model', reuse=tf.AUTO_REUSE): - # CREATE OUR TWO MODELS - # act_model that is used for sampling - act_model = policy(nbatch_act, 1, sess) - - # Train model for training - if microbatch_size is None: - train_model = policy(nbatch_train, nsteps, sess) - else: - train_model = policy(microbatch_size, nsteps, sess) - - # CREATE THE PLACEHOLDERS - self.A = A = train_model.pdtype.sample_placeholder([None]) - self.ADV = ADV = tf.placeholder(tf.float32, [None]) - self.R = R = tf.placeholder(tf.float32, [None]) - # Keep track of old actor - self.OLDNEGLOGPAC = OLDNEGLOGPAC = tf.placeholder(tf.float32, [None]) - # Keep track of old critic - self.OLDVPRED = OLDVPRED = tf.placeholder(tf.float32, [None]) - self.LR = LR = tf.placeholder(tf.float32, []) - # Cliprange - self.CLIPRANGE = CLIPRANGE = tf.placeholder(tf.float32, []) - - neglogpac = train_model.pd.neglogp(A) - - # Calculate the entropy - # Entropy is used to improve exploration by limiting the premature convergence to suboptimal policy. - entropy = tf.reduce_mean(train_model.pd.entropy()) - - # CALCULATE THE LOSS - # Total loss = Policy gradient loss - entropy * entropy coefficient + Value coefficient * value loss - - # Clip the value to reduce variability during Critic training - # Get the predicted value - vpred = train_model.vf - vpredclipped = OLDVPRED + tf.clip_by_value(train_model.vf - OLDVPRED, - CLIPRANGE, CLIPRANGE) - # Unclipped value - vf_losses1 = tf.square(vpred - R) - # Clipped value - vf_losses2 = tf.square(vpredclipped - R) - - vf_loss = .5 * tf.reduce_mean(tf.maximum(vf_losses1, vf_losses2)) - - # Calculate ratio (pi current policy / pi old policy) - ratio = tf.exp(OLDNEGLOGPAC - neglogpac) - - # Defining Loss = - J is equivalent to max J - pg_losses = -ADV * ratio - - pg_losses2 = -ADV * tf.clip_by_value(ratio, 1.0 - CLIPRANGE, 1.0 + CLIPRANGE) - - # Final PG loss - pg_loss = tf.reduce_mean(tf.maximum(pg_losses, pg_losses2)) - approxkl = .5 * tf.reduce_mean(tf.square(neglogpac - OLDNEGLOGPAC)) - clipfrac = tf.reduce_mean(tf.to_float(tf.greater(tf.abs(ratio - 1.0), CLIPRANGE))) - - # Total loss - loss = pg_loss - entropy * ent_coef + vf_loss * vf_coef - - # UPDATE THE PARAMETERS USING LOSS - # 1. Get the model parameters - params = tf.trainable_variables('ppo2_model') - # 2. Build our trainer - if comm is not None and comm.Get_size() > 1: - self.trainer = MpiAdamOptimizer(comm, learning_rate=LR, mpi_rank_weight=mpi_rank_weight, epsilon=1e-5) - else: - self.trainer = tf.train.AdamOptimizer(learning_rate=LR, epsilon=1e-5) - # 3. Calculate the gradients - grads_and_var = self.trainer.compute_gradients(loss, params) - grads, var = zip(*grads_and_var) - - if max_grad_norm is not None: - # Clip the gradients (normalize) - grads, _grad_norm = tf.clip_by_global_norm(grads, max_grad_norm) - grads_and_var = list(zip(grads, var)) - # zip aggregate each gradient with parameters associated - # For instance zip(ABCD, xyza) => Ax, By, Cz, Da - - self.grads = grads - self.var = var - self._train_op = self.trainer.apply_gradients(grads_and_var) - self.loss_names = ['policy_loss', 'value_loss', 'policy_entropy', 'approxkl', 'clipfrac'] - self.stats_list = [pg_loss, vf_loss, entropy, approxkl, clipfrac] - - - self.train_model = train_model - self.act_model = act_model - self.step = act_model.step - self.value = act_model.value - self.initial_state = act_model.initial_state - - self.save = functools.partial(save_variables, sess=sess) - self.load = functools.partial(load_variables, sess=sess) - - initialize() - global_variables = tf.get_collection(tf.GraphKeys.GLOBAL_VARIABLES, scope="") + def __init__(self, *, ac_space, policy_network, value_network=None, ent_coef, vf_coef, max_grad_norm): + super(Model, self).__init__(name='PPO2Model') + self.train_model = PolicyWithValue(ac_space, policy_network, value_network, estimate_q=False) if MPI is not None: - sync_from_root(sess, global_variables, comm=comm) #pylint: disable=E1101 + self.optimizer = MpiAdamOptimizer(MPI.COMM_WORLD, self.train_model.trainable_variables) + else: + self.optimizer = tf.keras.optimizers.Adam() + self.ent_coef = ent_coef + self.vf_coef = vf_coef + self.max_grad_norm = max_grad_norm + self.step = self.train_model.step + self.value = self.train_model.value + self.initial_state = self.train_model.initial_state + self.loss_names = ['policy_loss', 'value_loss', 'policy_entropy', 'approxkl', 'clipfrac'] + if MPI is not None: + sync_from_root(self.variables) - def train(self, lr, cliprange, obs, returns, masks, actions, values, neglogpacs, states=None): + def train(self, lr, cliprange, obs, returns, masks, actions, values, neglogpac_old, states=None): + grads, pg_loss, vf_loss, entropy, approxkl, clipfrac = self.get_grad( + cliprange, obs, returns, masks, actions, values, neglogpac_old) + if MPI is not None: + self.optimizer.apply_gradients(grads, lr) + else: + self.optimizer.learning_rate = lr + grads_and_vars = zip(grads, self.train_model.trainable_variables) + self.optimizer.apply_gradients(grads_and_vars) + + return pg_loss, vf_loss, entropy, approxkl, clipfrac + + + @tf.function + def get_grad(self, cliprange, obs, returns, masks, actions, values, neglogpac_old): # Here we calculate advantage A(s,a) = R + yV(s') - V(s) # Returns = R + yV(s') advs = returns - values # Normalize the advantages - advs = (advs - advs.mean()) / (advs.std() + 1e-8) + advs = (advs - tf.reduce_mean(advs)) / (tf.keras.backend.std(advs) + 1e-8) - td_map = { - self.train_model.X : obs, - self.A : actions, - self.ADV : advs, - self.R : returns, - self.LR : lr, - self.CLIPRANGE : cliprange, - self.OLDNEGLOGPAC : neglogpacs, - self.OLDVPRED : values - } - if states is not None: - td_map[self.train_model.S] = states - td_map[self.train_model.M] = masks + with tf.GradientTape() as tape: + policy_latent = self.train_model.policy_network(obs) + pd, _ = self.train_model.pdtype.pdfromlatent(policy_latent) + neglogpac = pd.neglogp(actions) + entropy = tf.reduce_mean(pd.entropy()) + vpred = self.train_model.value(obs) + vpredclipped = values + tf.clip_by_value(vpred - values, -cliprange, cliprange) + vf_losses1 = tf.square(vpred - returns) + vf_losses2 = tf.square(vpredclipped - returns) + vf_loss = .5 * tf.reduce_mean(tf.maximum(vf_losses1, vf_losses2)) - return self.sess.run( - self.stats_list + [self._train_op], - td_map - )[:-1] + ratio = tf.exp(neglogpac_old - neglogpac) + pg_losses1 = -advs * ratio + pg_losses2 = -advs * tf.clip_by_value(ratio, 1-cliprange, 1+cliprange) + pg_loss = tf.reduce_mean(tf.maximum(pg_losses1, pg_losses2)) + approxkl = .5 * tf.reduce_mean(tf.square(neglogpac - neglogpac_old)) + clipfrac = tf.reduce_mean(tf.cast(tf.greater(tf.abs(ratio - 1.0), cliprange), tf.float32)) + + loss = pg_loss - entropy * self.ent_coef + vf_loss * self.vf_coef + + var_list = self.train_model.trainable_variables + grads = tape.gradient(loss, var_list) + if self.max_grad_norm is not None: + grads, _ = tf.clip_by_global_norm(grads, self.max_grad_norm) + if MPI is not None: + grads = tf.concat([tf.reshape(g, (-1,)) for g in grads], axis=0) + return grads, pg_loss, vf_loss, entropy, approxkl, clipfrac \ No newline at end of file diff --git a/baselines/ppo2/ppo2.py b/baselines/ppo2/ppo2.py index d307e9b..ec127ad 100644 --- a/baselines/ppo2/ppo2.py +++ b/baselines/ppo2/ppo2.py @@ -1,18 +1,17 @@ -import os import time import numpy as np +import tensorflow as tf import os.path as osp from baselines import logger from collections import deque from baselines.common import explained_variance, set_global_seeds -from baselines.common.policies import build_policy +from baselines.common.models import get_network_builder try: from mpi4py import MPI except ImportError: MPI = None from baselines.ppo2.runner import Runner - def constfn(val): def f(_): return val @@ -21,7 +20,7 @@ def constfn(val): def learn(*, network, env, total_timesteps, eval_env = None, seed=None, nsteps=2048, ent_coef=0.0, lr=3e-4, vf_coef=0.5, max_grad_norm=0.5, gamma=0.99, lam=0.95, log_interval=10, nminibatches=4, noptepochs=4, cliprange=0.2, - save_interval=0, load_path=None, model_fn=None, update_fn=None, init_fn=None, mpi_rank_weight=1, comm=None, **network_kwargs): + save_interval=0, load_path=None, model_fn=None, **network_kwargs): ''' Learn policy using PPO algorithm (https://arxiv.org/abs/1707.06347) @@ -85,8 +84,6 @@ def learn(*, network, env, total_timesteps, eval_env = None, seed=None, nsteps=2 else: assert callable(cliprange) total_timesteps = int(total_timesteps) - policy = build_policy(env, network, **network_kwargs) - # Get the nb of env nenvs = env.num_envs @@ -94,6 +91,11 @@ def learn(*, network, env, total_timesteps, eval_env = None, seed=None, nsteps=2 ob_space = env.observation_space ac_space = env.action_space + if isinstance(network, str): + network_type = network + policy_network_fn = get_network_builder(network_type)(**network_kwargs) + network = policy_network_fn(ob_space.shape) + # Calculate the batch_size nbatch = nenvs * nsteps nbatch_train = nbatch // nminibatches @@ -104,12 +106,15 @@ def learn(*, network, env, total_timesteps, eval_env = None, seed=None, nsteps=2 from baselines.ppo2.model import Model model_fn = Model - model = model_fn(policy=policy, ob_space=ob_space, ac_space=ac_space, nbatch_act=nenvs, nbatch_train=nbatch_train, - nsteps=nsteps, ent_coef=ent_coef, vf_coef=vf_coef, - max_grad_norm=max_grad_norm, comm=comm, mpi_rank_weight=mpi_rank_weight) + model = model_fn(ac_space=ac_space, policy_network=network, ent_coef=ent_coef, vf_coef=vf_coef, + max_grad_norm=max_grad_norm) if load_path is not None: - model.load(load_path) + load_path = osp.expanduser(load_path) + ckpt = tf.train.Checkpoint(model=model) + manager = tf.train.CheckpointManager(ckpt, load_path, max_to_keep=None) + ckpt.restore(manager.latest_checkpoint) + # Instantiate the runner object runner = Runner(env=env, model=model, nsteps=nsteps, gamma=gamma, lam=lam) if eval_env is not None: @@ -119,9 +124,6 @@ def learn(*, network, env, total_timesteps, eval_env = None, seed=None, nsteps=2 if eval_env is not None: eval_epinfobuf = deque(maxlen=100) - if init_fn is not None: - init_fn() - # Start total timer tfirststart = time.perf_counter() @@ -133,7 +135,6 @@ def learn(*, network, env, total_timesteps, eval_env = None, seed=None, nsteps=2 frac = 1.0 - (update - 1.0) / nupdates # Calculate the learning rate lrnow = lr(frac) - # Calculate the cliprange cliprangenow = cliprange(frac) if update % log_interval == 0 and is_mpi_root: logger.info('Stepping environment...') @@ -143,8 +144,6 @@ def learn(*, network, env, total_timesteps, eval_env = None, seed=None, nsteps=2 if eval_env is not None: eval_obs, eval_returns, eval_masks, eval_actions, eval_values, eval_neglogpacs, eval_states, eval_epinfos = eval_runner.run() #pylint: disable=E0632 - if update % log_interval == 0 and is_mpi_root: logger.info('Done.') - epinfobuf.extend(epinfos) if eval_env is not None: eval_epinfobuf.extend(eval_epinfos) @@ -162,22 +161,10 @@ def learn(*, network, env, total_timesteps, eval_env = None, seed=None, nsteps=2 for start in range(0, nbatch, nbatch_train): end = start + nbatch_train mbinds = inds[start:end] - slices = (arr[mbinds] for arr in (obs, returns, masks, actions, values, neglogpacs)) + slices = (tf.constant(arr[mbinds]) for arr in (obs, returns, masks, actions, values, neglogpacs)) mblossvals.append(model.train(lrnow, cliprangenow, *slices)) else: # recurrent version - assert nenvs % nminibatches == 0 - envsperbatch = nenvs // nminibatches - envinds = np.arange(nenvs) - flatinds = np.arange(nenvs * nsteps).reshape(nenvs, nsteps) - for _ in range(noptepochs): - np.random.shuffle(envinds) - for start in range(0, nenvs, envsperbatch): - end = start + envsperbatch - mbenvinds = envinds[start:end] - mbflatinds = flatinds[mbenvinds].ravel() - slices = (arr[mbflatinds] for arr in (obs, returns, masks, actions, values, neglogpacs)) - mbstates = states[mbenvinds] - mblossvals.append(model.train(lrnow, cliprangenow, *slices, mbstates)) + raise ValueError('Not Support Yet') # Feedforward --> get losses --> update lossvals = np.mean(mblossvals, axis=0) @@ -185,10 +172,6 @@ def learn(*, network, env, total_timesteps, eval_env = None, seed=None, nsteps=2 tnow = time.perf_counter() # Calculate the fps (frame per second) fps = int(nbatch / (tnow - tstart)) - - if update_fn is not None: - update_fn(update) - if update % log_interval == 0 or update == 1: # Calculates if value function is a good predicator of the returns (ev > 1) # or if it's just worse than predicting nothing (ev =< 0) @@ -208,12 +191,6 @@ def learn(*, network, env, total_timesteps, eval_env = None, seed=None, nsteps=2 logger.logkv('loss/' + lossname, lossval) logger.dumpkvs() - if save_interval and (update % save_interval == 0 or update == 1) and logger.get_dir() and is_mpi_root: - checkdir = osp.join(logger.get_dir(), 'checkpoints') - os.makedirs(checkdir, exist_ok=True) - savepath = osp.join(checkdir, '%.5i'%update) - print('Saving to', savepath) - model.save(savepath) return model # Avoid division error when calculate the mean (in our case if epinfo is empty returns np.nan, not return an error) @@ -221,4 +198,3 @@ def safemean(xs): return np.nan if len(xs) == 0 else np.mean(xs) - diff --git a/baselines/ppo2/runner.py b/baselines/ppo2/runner.py index 5a30505..af5470b 100644 --- a/baselines/ppo2/runner.py +++ b/baselines/ppo2/runner.py @@ -1,4 +1,5 @@ import numpy as np +import tensorflow as tf from baselines.common.runners import AbstractEnvRunner class Runner(AbstractEnvRunner): @@ -26,11 +27,13 @@ class Runner(AbstractEnvRunner): for _ in range(self.nsteps): # Given observations, get action value and neglopacs # We already have self.obs because Runner superclass run self.obs[:] = env.reset() on init - actions, values, self.states, neglogpacs = self.model.step(self.obs, S=self.states, M=self.dones) + obs = tf.constant(self.obs) + actions, values, self.states, neglogpacs = self.model.step(obs) + actions = actions._numpy() mb_obs.append(self.obs.copy()) mb_actions.append(actions) - mb_values.append(values) - mb_neglogpacs.append(neglogpacs) + mb_values.append(values._numpy()) + mb_neglogpacs.append(neglogpacs._numpy()) mb_dones.append(self.dones) # Take actions in env and look the results @@ -40,6 +43,7 @@ class Runner(AbstractEnvRunner): maybeepinfo = info.get('episode') if maybeepinfo: epinfos.append(maybeepinfo) mb_rewards.append(rewards) + #batch of steps to batch of rollouts mb_obs = np.asarray(mb_obs, dtype=self.obs.dtype) mb_rewards = np.asarray(mb_rewards, dtype=np.float32) @@ -47,7 +51,7 @@ class Runner(AbstractEnvRunner): mb_values = np.asarray(mb_values, dtype=np.float32) mb_neglogpacs = np.asarray(mb_neglogpacs, dtype=np.float32) mb_dones = np.asarray(mb_dones, dtype=np.bool) - last_values = self.model.value(self.obs, S=self.states, M=self.dones) + last_values = self.model.value(tf.constant(self.obs))._numpy() # discount/bootstrap off value fn mb_returns = np.zeros_like(mb_rewards) @@ -65,12 +69,11 @@ class Runner(AbstractEnvRunner): mb_returns = mb_advs + mb_values return (*map(sf01, (mb_obs, mb_returns, mb_dones, mb_actions, mb_values, mb_neglogpacs)), mb_states, epinfos) -# obs, returns, masks, actions, values, neglogpacs, states = runner.run() + + def sf01(arr): """ swap and then flatten axes 0 and 1 """ s = arr.shape return arr.swapaxes(0, 1).reshape(s[0] * s[1], *s[2:]) - - diff --git a/baselines/ppo2/test_microbatches.py b/baselines/ppo2/test_microbatches.py deleted file mode 100644 index 829e0a9..0000000 --- a/baselines/ppo2/test_microbatches.py +++ /dev/null @@ -1,35 +0,0 @@ -import gym -import tensorflow as tf -import numpy as np -from functools import partial - -from baselines.common.vec_env.dummy_vec_env import DummyVecEnv -from baselines.common.tf_util import make_session -from baselines.ppo2.ppo2 import learn - -from baselines.ppo2.microbatched_model import MicrobatchedModel - -def test_microbatches(): - def env_fn(): - env = gym.make('CartPole-v0') - env.seed(0) - return env - - learn_fn = partial(learn, network='mlp', nsteps=32, total_timesteps=32, seed=0) - - env_ref = DummyVecEnv([env_fn]) - sess_ref = make_session(make_default=True, graph=tf.Graph()) - learn_fn(env=env_ref) - vars_ref = {v.name: sess_ref.run(v) for v in tf.trainable_variables()} - - env_test = DummyVecEnv([env_fn]) - sess_test = make_session(make_default=True, graph=tf.Graph()) - learn_fn(env=env_test, model_fn=partial(MicrobatchedModel, microbatch_size=2)) - # learn_fn(env=env_test) - vars_test = {v.name: sess_test.run(v) for v in tf.trainable_variables()} - - for v in vars_ref: - np.testing.assert_allclose(vars_ref[v], vars_test[v], atol=3e-3) - -if __name__ == '__main__': - test_microbatches() diff --git a/baselines/run.py b/baselines/run.py index 13f7f6c..dc6230f 100644 --- a/baselines/run.py +++ b/baselines/run.py @@ -10,7 +10,6 @@ import numpy as np from baselines.common.vec_env import VecFrameStack, VecNormalize, VecEnv from baselines.common.vec_env.vec_video_recorder import VecVideoRecorder from baselines.common.cmd_util import common_arg_parser, parse_unknown_args, make_vec_env, make_env -from baselines.common.tf_util import get_session from baselines import logger from importlib import import_module @@ -103,17 +102,11 @@ def build_env(args): env = VecFrameStack(env, frame_stack_size) else: - config = tf.ConfigProto(allow_soft_placement=True, - intra_op_parallelism_threads=1, - inter_op_parallelism_threads=1) - config.gpu_options.allow_growth = True - get_session(config=config) - flatten_dict_observations = alg not in {'her'} env = make_vec_env(env_id, env_type, args.num_env or 1, seed, reward_scale=args.reward_scale, flatten_dict_observations=flatten_dict_observations) if env_type == 'mujoco': - env = VecNormalize(env, use_tf=True) + env = VecNormalize(env) return env @@ -217,11 +210,15 @@ def main(args): if args.save_path is not None and rank == 0: save_path = osp.expanduser(args.save_path) - model.save(save_path) + ckpt = tf.train.Checkpoint(model=model) + manager = tf.train.CheckpointManager(ckpt, save_path, max_to_keep=None) + manager.save() if args.play: logger.log("Running trained model") obs = env.reset() + if not isinstance(env, VecEnv): + obs = np.expand_dims(np.array(obs), axis=0) state = model.initial_state if hasattr(model, 'initial_state') else None dones = np.zeros((1,)) @@ -229,11 +226,13 @@ def main(args): episode_rew = 0 while True: if state is not None: - actions, _, state, _ = model.step(obs,S=state, M=dones) + actions, _, state, _ = model.step(obs) else: - actions, _, _, _ = model.step(obs) + actions, _, _, _ = model.step(obs) - obs, rew, done, _ = env.step(actions) + obs, rew, done, _ = env.step(actions.numpy()) + if not isinstance(env, VecEnv): + obs = np.expand_dims(np.array(obs), axis=0) episode_rew += rew[0] if isinstance(env, VecEnv) else rew env.render() done = done.any() if isinstance(done, np.ndarray) else done diff --git a/baselines/trpo_mpi/trpo_mpi.py b/baselines/trpo_mpi/trpo_mpi.py index cd1e7ea..d131aaa 100644 --- a/baselines/trpo_mpi/trpo_mpi.py +++ b/baselines/trpo_mpi/trpo_mpi.py @@ -3,13 +3,15 @@ from baselines import logger import baselines.common.tf_util as U import tensorflow as tf, numpy as np import time +import os.path as osp from baselines.common import colorize from collections import deque from baselines.common import set_global_seeds +from baselines.common.models import get_network_builder from baselines.common.mpi_adam import MpiAdam from baselines.common.cg import cg -from baselines.common.input import observation_placeholder -from baselines.common.policies import build_policy +from baselines.common.policies import PolicyWithValue +from baselines.common.vec_env.vec_env import VecEnv from contextlib import contextmanager try: @@ -17,13 +19,15 @@ try: except ImportError: MPI = None -def traj_segment_generator(pi, env, horizon, stochastic): +def traj_segment_generator(pi, env, horizon): # Initialize state variables t = 0 ac = env.action_space.sample() new = True rew = 0.0 ob = env.reset() + if not isinstance(env, VecEnv): + ob = np.expand_dims(ob, axis=0) cur_ep_ret = 0 cur_ep_len = 0 @@ -40,7 +44,9 @@ def traj_segment_generator(pi, env, horizon, stochastic): while True: prevac = ac - ac, vpred, _, _ = pi.step(ob, stochastic=stochastic) + ob = tf.constant(ob) + ac, vpred, _, _ = pi.step(ob) + ac = ac.numpy() # Slight weirdness here because we need value function at time T # before returning segment [0, T-1] so we get the correct # terminal value @@ -48,19 +54,21 @@ def traj_segment_generator(pi, env, horizon, stochastic): yield {"ob" : obs, "rew" : rews, "vpred" : vpreds, "new" : news, "ac" : acs, "prevac" : prevacs, "nextvpred": vpred * (1 - new), "ep_rets" : ep_rets, "ep_lens" : ep_lens} - _, vpred, _, _ = pi.step(ob, stochastic=stochastic) + _, vpred, _, _ = pi.step(ob) # Be careful!!! if you change the downstream algorithm to aggregate # several of these batches, then be sure to do a deepcopy ep_rets = [] ep_lens = [] i = t % horizon obs[i] = ob - vpreds[i] = vpred + vpreds[i] = vpred.numpy() news[i] = new acs[i] = ac prevacs[i] = prevac ob, rew, new, _ = env.step(ac) + if not isinstance(env, VecEnv): + ob = np.expand_dims(ob, axis=0) rews[i] = rew cur_ep_ret += rew @@ -71,6 +79,8 @@ def traj_segment_generator(pi, env, horizon, stochastic): cur_ep_ret = 0 cur_ep_len = 0 ob = env.reset() + if not isinstance(env, VecEnv): + ob = np.expand_dims(ob, axis=0) t += 1 def add_vtarg_and_adv(seg, gamma, lam): @@ -157,15 +167,6 @@ def learn(*, nworkers = 1 rank = 0 - cpus_per_worker = 1 - U.get_session(config=tf.ConfigProto( - allow_soft_placement=True, - inter_op_parallelism_threads=cpus_per_worker, - intra_op_parallelism_threads=cpus_per_worker - )) - - - policy = build_policy(env, network, value_network='copy', **network_kwargs) set_global_seeds(seed) np.set_printoptions(precision=3) @@ -174,63 +175,109 @@ def learn(*, ob_space = env.observation_space ac_space = env.action_space - ob = observation_placeholder(ob_space) - with tf.variable_scope("pi"): - pi = policy(observ_placeholder=ob) - with tf.variable_scope("oldpi"): - oldpi = policy(observ_placeholder=ob) + if isinstance(network, str): + network = get_network_builder(network)(**network_kwargs) - atarg = tf.placeholder(dtype=tf.float32, shape=[None]) # Target advantage function (if applicable) - ret = tf.placeholder(dtype=tf.float32, shape=[None]) # Empirical return + with tf.name_scope("pi"): + pi_policy_network = network(ob_space.shape) + pi_value_network = network(ob_space.shape) + pi = PolicyWithValue(ac_space, pi_policy_network, pi_value_network) + with tf.name_scope("oldpi"): + old_pi_policy_network = network(ob_space.shape) + old_pi_value_network = network(ob_space.shape) + oldpi = PolicyWithValue(ac_space, old_pi_policy_network, old_pi_value_network) - ac = pi.pdtype.sample_placeholder([None]) + pi_var_list = pi_policy_network.trainable_variables + list(pi.pdtype.trainable_variables) + old_pi_var_list = old_pi_policy_network.trainable_variables + list(oldpi.pdtype.trainable_variables) + vf_var_list = pi_value_network.trainable_variables + pi.value_fc.trainable_variables + old_vf_var_list = old_pi_value_network.trainable_variables + oldpi.value_fc.trainable_variables - kloldnew = oldpi.pd.kl(pi.pd) - ent = pi.pd.entropy() - meankl = tf.reduce_mean(kloldnew) - meanent = tf.reduce_mean(ent) - entbonus = ent_coef * meanent - - vferr = tf.reduce_mean(tf.square(pi.vf - ret)) - - ratio = tf.exp(pi.pd.logp(ac) - oldpi.pd.logp(ac)) # advantage * pnew / pold - surrgain = tf.reduce_mean(ratio * atarg) - - optimgain = surrgain + entbonus - losses = [optimgain, meankl, entbonus, surrgain, meanent] - loss_names = ["optimgain", "meankl", "entloss", "surrgain", "entropy"] - - dist = meankl - - all_var_list = get_trainable_variables("pi") - # var_list = [v for v in all_var_list if v.name.split("/")[1].startswith("pol")] - # vf_var_list = [v for v in all_var_list if v.name.split("/")[1].startswith("vf")] - var_list = get_pi_trainable_variables("pi") - vf_var_list = get_vf_trainable_variables("pi") + if load_path is not None: + load_path = osp.expanduser(load_path) + ckpt = tf.train.Checkpoint(model=pi) + manager = tf.train.CheckpointManager(ckpt, load_path, max_to_keep=None) + ckpt.restore(manager.latest_checkpoint) vfadam = MpiAdam(vf_var_list) - get_flat = U.GetFlat(var_list) - set_from_flat = U.SetFromFlat(var_list) - klgrads = tf.gradients(dist, var_list) - flat_tangent = tf.placeholder(dtype=tf.float32, shape=[None], name="flat_tan") - shapes = [var.get_shape().as_list() for var in var_list] - start = 0 - tangents = [] - for shape in shapes: - sz = U.intprod(shape) - tangents.append(tf.reshape(flat_tangent[start:start+sz], shape)) - start += sz - gvp = tf.add_n([tf.reduce_sum(g*tangent) for (g, tangent) in zipsame(klgrads, tangents)]) #pylint: disable=E1111 - fvp = U.flatgrad(gvp, var_list) + get_flat = U.GetFlat(pi_var_list) + set_from_flat = U.SetFromFlat(pi_var_list) + loss_names = ["optimgain", "meankl", "entloss", "surrgain", "entropy"] + shapes = [var.get_shape().as_list() for var in pi_var_list] - assign_old_eq_new = U.function([],[], updates=[tf.assign(oldv, newv) - for (oldv, newv) in zipsame(get_variables("oldpi"), get_variables("pi"))]) - compute_losses = U.function([ob, ac, atarg], losses) - compute_lossandgrad = U.function([ob, ac, atarg], losses + [U.flatgrad(optimgain, var_list)]) - compute_fvp = U.function([flat_tangent, ob, ac, atarg], fvp) - compute_vflossandgrad = U.function([ob, ret], U.flatgrad(vferr, vf_var_list)) + def assign_old_eq_new(): + for pi_var, old_pi_var in zip(pi_var_list, old_pi_var_list): + old_pi_var.assign(pi_var) + for vf_var, old_vf_var in zip(vf_var_list, old_vf_var_list): + old_vf_var.assign(vf_var) + + @tf.function + def compute_lossandgrad(ob, ac, atarg): + with tf.GradientTape() as tape: + old_policy_latent = oldpi.policy_network(ob) + old_pd, _ = oldpi.pdtype.pdfromlatent(old_policy_latent) + policy_latent = pi.policy_network(ob) + pd, _ = pi.pdtype.pdfromlatent(policy_latent) + kloldnew = old_pd.kl(pd) + ent = pd.entropy() + meankl = tf.reduce_mean(kloldnew) + meanent = tf.reduce_mean(ent) + entbonus = ent_coef * meanent + ratio = tf.exp(pd.logp(ac) - old_pd.logp(ac)) + surrgain = tf.reduce_mean(ratio * atarg) + optimgain = surrgain + entbonus + losses = [optimgain, meankl, entbonus, surrgain, meanent] + gradients = tape.gradient(optimgain, pi_var_list) + return losses + [U.flatgrad(gradients, pi_var_list)] + + @tf.function + def compute_losses(ob, ac, atarg): + old_policy_latent = oldpi.policy_network(ob) + old_pd, _ = oldpi.pdtype.pdfromlatent(old_policy_latent) + policy_latent = pi.policy_network(ob) + pd, _ = pi.pdtype.pdfromlatent(policy_latent) + kloldnew = old_pd.kl(pd) + ent = pd.entropy() + meankl = tf.reduce_mean(kloldnew) + meanent = tf.reduce_mean(ent) + entbonus = ent_coef * meanent + ratio = tf.exp(pd.logp(ac) - old_pd.logp(ac)) + surrgain = tf.reduce_mean(ratio * atarg) + optimgain = surrgain + entbonus + losses = [optimgain, meankl, entbonus, surrgain, meanent] + return losses + + #ob shape should be [batch_size, ob_dim], merged nenv + #ret shape should be [batch_size] + @tf.function + def compute_vflossandgrad(ob, ret): + with tf.GradientTape() as tape: + pi_vf = pi.value(ob) + vferr = tf.reduce_mean(tf.square(pi_vf - ret)) + return U.flatgrad(tape.gradient(vferr, vf_var_list), vf_var_list) + + @tf.function + def compute_fvp(flat_tangent, ob, ac, atarg): + with tf.GradientTape() as outter_tape: + with tf.GradientTape() as inner_tape: + old_policy_latent = oldpi.policy_network(ob) + old_pd, _ = oldpi.pdtype.pdfromlatent(old_policy_latent) + policy_latent = pi.policy_network(ob) + pd, _ = pi.pdtype.pdfromlatent(policy_latent) + kloldnew = old_pd.kl(pd) + meankl = tf.reduce_mean(kloldnew) + klgrads = inner_tape.gradient(meankl, pi_var_list) + start = 0 + tangents = [] + for shape in shapes: + sz = U.intprod(shape) + tangents.append(tf.reshape(flat_tangent[start:start+sz], shape)) + start += sz + gvp = tf.add_n([tf.reduce_sum(g*tangent) for (g, tangent) in zipsame(klgrads, tangents)]) + hessians_products = outter_tape.gradient(gvp, pi_var_list) + fvp = U.flatgrad(hessians_products, pi_var_list) + return fvp @contextmanager def timed(msg): @@ -253,10 +300,6 @@ def learn(*, return out - U.initialize() - if load_path is not None: - pi.load(load_path) - th_init = get_flat() if MPI is not None: MPI.COMM_WORLD.Bcast(th_init, root=0) @@ -267,7 +310,7 @@ def learn(*, # Prepare for rollouts # ---------------------------------------- - seg_gen = traj_segment_generator(pi, env, timesteps_per_batch, stochastic=True) + seg_gen = traj_segment_generator(pi, env, timesteps_per_batch) episodes_so_far = 0 timesteps_so_far = 0 @@ -299,21 +342,23 @@ def learn(*, # ob, ac, atarg, ret, td1ret = map(np.concatenate, (obs, acs, atargs, rets, td1rets)) ob, ac, atarg, tdlamret = seg["ob"], seg["ac"], seg["adv"], seg["tdlamret"] + ob = sf01(ob) vpredbefore = seg["vpred"] # predicted value function before udpate atarg = (atarg - atarg.mean()) / atarg.std() # standardized advantage function estimate if hasattr(pi, "ret_rms"): pi.ret_rms.update(tdlamret) if hasattr(pi, "ob_rms"): pi.ob_rms.update(ob) # update running mean/std for policy - args = seg["ob"], seg["ac"], atarg + args = ob, ac, atarg fvpargs = [arr[::5] for arr in args] def fisher_vector_product(p): - return allmean(compute_fvp(p, *fvpargs)) + cg_damping * p + return allmean(compute_fvp(p, *fvpargs).numpy()) + cg_damping * p assign_old_eq_new() # set old parameter values to new parameter values with timed("computegrad"): *lossbefore, g = compute_lossandgrad(*args) lossbefore = allmean(np.array(lossbefore)) + g = g.numpy() g = allmean(g) if np.allclose(g, 0): logger.log("Got zero gradient. not updating") @@ -360,7 +405,8 @@ def learn(*, for _ in range(vf_iters): for (mbob, mbret) in dataset.iterbatches((seg["ob"], seg["tdlamret"]), include_final_partial_batch=False, batch_size=64): - g = allmean(compute_vflossandgrad(mbob, mbret)) + mbob = sf01(mbob) + g = allmean(compute_vflossandgrad(mbob, mbret).numpy()) vfadam.update(g, vf_stepsize) logger.record_tabular("ev_tdlam_before", explained_variance(vpredbefore, tdlamret)) @@ -394,15 +440,9 @@ def learn(*, def flatten_lists(listoflists): return [el for list_ in listoflists for el in list_] -def get_variables(scope): - return tf.get_collection(tf.GraphKeys.GLOBAL_VARIABLES, scope) - -def get_trainable_variables(scope): - return tf.get_collection(tf.GraphKeys.TRAINABLE_VARIABLES, scope) - -def get_vf_trainable_variables(scope): - return [v for v in get_trainable_variables(scope) if 'vf' in v.name[len(scope):].split('/')] - -def get_pi_trainable_variables(scope): - return [v for v in get_trainable_variables(scope) if 'pi' in v.name[len(scope):].split('/')] - +def sf01(arr): + """ + swap and then flatten axes 0 and 1 + """ + s = arr.shape + return arr.swapaxes(0, 1).reshape(s[0] * s[1], *s[2:]) diff --git a/setup.py b/setup.py index e48f269..4d19d79 100644 --- a/setup.py +++ b/setup.py @@ -12,9 +12,10 @@ extras = { 'filelock', 'pytest', 'pytest-forked', - 'atari-py', - 'matplotlib', - 'pandas' + 'atari-py' + ], + 'bullet': [ + 'pybullet', ], 'mpi': [ 'mpi4py' @@ -31,10 +32,13 @@ setup(name='baselines', packages=[package for package in find_packages() if package.startswith('baselines')], install_requires=[ - 'gym>=0.10.0, <1.0.0', + 'tf-nightly-2.0-preview', + 'gym', 'scipy', 'tqdm', 'joblib', + 'dill', + 'progressbar2', 'cloudpickle', 'click', 'opencv-python' @@ -44,17 +48,5 @@ setup(name='baselines', author='OpenAI', url='https://github.com/openai/baselines', author_email='gym@openai.com', - version='0.1.6') + version='0.1.5') - -# ensure there is some tensorflow build with version above 1.4 -import pkg_resources -tf_pkg = None -for tf_pkg_name in ['tensorflow', 'tensorflow-gpu', 'tf-nightly', 'tf-nightly-gpu']: - try: - tf_pkg = pkg_resources.get_distribution(tf_pkg_name) - except pkg_resources.DistributionNotFound: - pass -assert tf_pkg is not None, 'TensorFlow needed, of version above 1.4' -from distutils.version import LooseVersion -assert LooseVersion(re.sub(r'-?rc\d+$', '', tf_pkg.version)) >= LooseVersion('1.4.0')