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Add interface to pass inter and intra parameters #51

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Add interface to pass inter and intra parameters #51

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f70e57c
Add interface to pass inter and intra parameters
opencici2006 Aug 9, 2018
191a1d1
Make inter and intra default value 0
opencici2006 Aug 9, 2018
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9 changes: 8 additions & 1 deletion a3c.py
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Original file line number Diff line number Diff line change
Expand Up @@ -26,7 +26,13 @@
from constants import GRAD_NORM_CLIP
from constants import USE_GPU
from constants import USE_LSTM
from argparse import ArgumentParser

arg_parser = ArgumentParser(description='The launchpad for all performance scripts.')
arg_parser.add_argument('-ia', "--num_intra_threads", help='The intra size', type=int, dest="intra", default=0)
arg_parser.add_argument('-ie', "--num_inter_threads", help='The inter size', type=int, dest="inter", default=0)
intra = arg_parser.parse_args().intra
inter = arg_parser.parse_args().inter

def log_uniform(lo, hi, rate):
log_lo = math.log(lo)
Expand Down Expand Up @@ -72,7 +78,8 @@ def log_uniform(lo, hi, rate):

# prepare session
sess = tf.Session(config=tf.ConfigProto(log_device_placement=False,
allow_soft_placement=True))
allow_soft_placement=True,
intra_op_parallelism_threads=int(intra/PARALLEL_SIZE/2), inter_op_parallelism_threads=inter))

init = tf.global_variables_initializer()
sess.run(init)
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13 changes: 11 additions & 2 deletions a3c_display.py
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Original file line number Diff line number Diff line change
Expand Up @@ -16,6 +16,13 @@
from constants import GRAD_NORM_CLIP
from constants import USE_GPU
from constants import USE_LSTM
from argparse import ArgumentParser

arg_parser = ArgumentParser(description='The launchpad for all performance scripts.')
arg_parser.add_argument('-ia', "--num_intra_threads", help='The intra size', type=int, dest="intra", default=0)
arg_parser.add_argument('-ie', "--num_inter_threads", help='The inter size', type=int, dest="inter", default=0)
intra = arg_parser.parse_args().intra
inter = arg_parser.parse_args().inter

def choose_action(pi_values):
return np.random.choice(range(len(pi_values)), p=pi_values)
Expand All @@ -36,8 +43,10 @@ def choose_action(pi_values):
epsilon = RMSP_EPSILON,
clip_norm = GRAD_NORM_CLIP,
device = device)

sess = tf.Session()
config = tf.ConfigProto(allow_soft_placement=True,
intra_op_parallelism_threads=intra,inter_op_parallelism_threads=inter)
sess = tf.Session(config=config)
# sess = tf.Session()
init = tf.global_variables_initializer()
sess.run(init)

Expand Down