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Policy Uncertainty Head #168

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Policy Uncertainty Head #168

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8c4f6d8
Initial commit for policy uncertainty
Tilps Oct 23, 2021
1e806c6
another try - probably worse...
Tilps Oct 30, 2021
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8 changes: 8 additions & 0 deletions tf/net.py
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Original file line number Diff line number Diff line change
Expand Up @@ -49,6 +49,7 @@ def __init__(self,
self.set_policyformat(policy)
self.set_valueformat(value)
self.set_movesleftformat(moves_left)
self.set_uncformat(pb.NetworkFormat.POLICY_UNC_CONVOLUTION)

def set_networkformat(self, net):
self.pb.format.network_format.network = net
Expand All @@ -68,6 +69,9 @@ def set_valueformat(self, value):
def set_movesleftformat(self, moves_left):
self.pb.format.network_format.moves_left = moves_left

def set_uncformat(self, unc):
self.pb.format.network_format.unc = unc

def set_input(self, input_format):
self.pb.format.network_format.input = input_format
if input_format == pb.NetworkFormat.INPUT_112_WITH_CANONICALIZATION_V2 or input_format == pb.NetworkFormat.INPUT_112_WITH_CANONICALIZATION_V2_ARMAGEDDON:
Expand Down Expand Up @@ -309,6 +313,10 @@ def moves_left_to_bp(l, w):
pb_name = moves_left_to_bp(layers[1], weights_name)
else:
pb_name = 'moves_left.' + convblock_to_bp(weights_name)
elif base_layer == 'uncertainty1':
pb_name = 'unc1.' + convblock_to_bp(weights_name)
elif base_layer == 'uncertainty':
pb_name = 'unc.' + convblock_to_bp(weights_name)
elif base_layer.startswith('residual'):
block = int(base_layer.split('_')[1]) - 1 # 1 indexed
if layers[1] == '1':
Expand Down
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