commit
c48d3d9ba4
@ -232,7 +232,7 @@ class Memory(nn.Module):
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# write gate (b * 1)
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write_gate = T.sigmoid(self.write_gate_transform(ξ).view(b, 1))
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# read modes (b * r * 3)
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read_modes = σ(self.read_modes_transform(ξ).view(b, r, 3), 1)
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read_modes = σ(self.read_modes_transform(ξ).view(b, r, 3), -1)
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else:
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ξ = self.interface_weights(ξ)
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# r read keys (b * w * r)
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@ -254,7 +254,7 @@ class Memory(nn.Module):
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# write gate (b * 1)
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write_gate = T.sigmoid(ξ[:, r * w + 2 * r + 3 * w + 2].contiguous()).unsqueeze(1).view(b, 1)
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# read modes (b * 3*r)
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read_modes = σ(ξ[:, r * w + 2 * r + 3 * w + 3: r * w + 5 * r + 3 * w + 3].contiguous().view(b, r, 3), 1)
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read_modes = σ(ξ[:, r * w + 2 * r + 3 * w + 3: r * w + 5 * r + 3 * w + 3].contiguous().view(b, r, 3), -1)
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hidden = self.write(write_key, write_vector, erase_vector, free_gates,
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read_strengths, write_strength, write_gate, allocation_gate, hidden)
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4
setup.py
4
setup.py
@ -22,7 +22,7 @@ with open(path.join(here, 'README.rst'), encoding='utf-8') as f:
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setup(
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name='dnc',
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version='1.0.1',
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version='1.0.2',
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description='Differentiable Neural Computer, for Pytorch',
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long_description=long_description,
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@ -56,7 +56,7 @@ setup(
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packages=find_packages(exclude=['contrib', 'docs', 'tests', 'tasks', 'scripts']),
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install_requires=['torch', 'numpy', 'pyflann3'],
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install_requires=['torch', 'numpy', 'flann'],
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extras_require={
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'dev': ['check-manifest'],
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