本文整理汇总了Python中neon.util.testing.assert_tensor_equal函数的典型用法代码示例。如果您正苦于以下问题：Python assert_tensor_equal函数的具体用法？Python assert_tensor_equal怎么用？Python assert_tensor_equal使用的例子？那么恭喜您, 这里精选的函数代码示例或许可以为您提供帮助。
在下文中一共展示了assert_tensor_equal函数的20个代码示例，这些例子默认根据受欢迎程度排序。您可以为喜欢或者感觉有用的代码点赞，您的评价将有助于我们的系统推荐出更棒的Python代码示例。
示例1: test_some_equal
def test_some_equal(self):
left = self.be.ones([2, 2])
right = self.be.array([[0, 1], [0, 1]])
out = self.be.empty([2, 2])
self.be.equal(left, right, out)
assert out.shape == (2, 2)
assert_tensor_equal(out, CPUTensor([[0, 1], [0, 1]]))
开发者ID:AI-Cdrone，项目名称:neon，代码行数:7，代码来源:test_cpu.py
示例2: test_less_equal
def test_less_equal(self):
left = self.be.array([[-1, 0], [1, 92]])
right = self.be.ones([2, 2])
out = self.be.empty([2, 2])
self.be.less_equal(left, right, out)
assert out.shape == (2, 2)
assert_tensor_equal(out, self.gpt([[1, 1], [1, 0]]))
开发者ID:AI-Cdrone，项目名称:neon，代码行数:7，代码来源:test_cc2.py
示例3: test_some_not_equal
def test_some_not_equal(self):
left = self.be.ones([2, 2])
right = self.be.array([[0, 1], [0, 1]])
out = self.be.empty([2, 2])
self.be.not_equal(left, right, out)
assert out.shape == (2, 2)
assert_tensor_equal(out, self.gpt([[1, 0], [1, 0]]))
开发者ID:AI-Cdrone，项目名称:neon，代码行数:7，代码来源:test_cc2.py
示例4: test_all_not_equal
def test_all_not_equal(self):
left = self.be.ones([2, 2])
right = self.be.zeros([2, 2])
out = self.be.empty([2, 2])
self.be.not_equal(left, right, out)
assert out.shape == (2, 2)
assert_tensor_equal(out, self.gpt([[1, 1], [1, 1]]))
开发者ID:AI-Cdrone，项目名称:neon，代码行数:7，代码来源:test_cc2.py
示例5: test_greater
def test_greater(self):
left = self.be.array([[-1, 0], [1, 92]])
right = self.be.ones([2, 2])
out = self.be.empty([2, 2])
self.be.greater(left, right, out)
assert out.shape == (2, 2)
assert_tensor_equal(out, CPUTensor([[0, 0], [0, 1]]))
开发者ID:AI-Cdrone，项目名称:neon，代码行数:7，代码来源:test_cpu.py
示例6: test_none_not_equal
def test_none_not_equal(self):
left = self.be.ones([2, 2])
right = self.be.ones([2, 2])
out = self.be.empty([2, 2])
self.be.not_equal(left, right, out)
assert out.shape == (2, 2)
assert_tensor_equal(out, CPUTensor([[0, 0], [0, 0]]))
开发者ID:AI-Cdrone，项目名称:neon，代码行数:7，代码来源:test_cpu.py
示例7: test_rectleaky_slope_zero_rectlin_equiv
def test_rectleaky_slope_zero_rectlin_equiv():
be = CPU()
inputs = be.uniform(low=-5.0, high=10.0, size=(10, 10))
lin_buf = be.empty(inputs.shape)
leaky_buf = be.empty(inputs.shape)
be.rectlin(inputs, out=lin_buf)
be.rectleaky(inputs, slope=0.0, out=leaky_buf)
assert_tensor_equal(lin_buf, leaky_buf)
开发者ID:neuroidss，项目名称:neon，代码行数:8，代码来源:test_leaky.py
示例8: test_neginfnorm
def test_neginfnorm(self):
tsr = self.be.array([[-1, 0], [1, 3]])
# -> min(abs(tsr), axis=0) -> [1, 0]
assert_tensor_equal(self.be.norm(tsr, order=float('-inf'), axis=0),
CPUTensor([[1, 0]]))
# -> min(abs(tsr), axis=1) -> [0, 1]
assert_tensor_equal(self.be.norm(tsr, order=float('-inf'), axis=1),
CPUTensor([0, 1]))
开发者ID:AI-Cdrone，项目名称:neon，代码行数:8，代码来源:test_cpu.py
示例9: test_range_slicing
def test_range_slicing(self):
tns = CPUTensor([[1, 2], [3, 4]])
res = tns[0:2, 0]
expected_shape = (2, )
while len(expected_shape) < res._min_dims:
expected_shape += (1, )
assert res.shape == expected_shape
assert_tensor_equal(res, CPUTensor([1, 3]))
开发者ID:AI-Cdrone，项目名称:neon，代码行数:8，代码来源:test_cputensor.py
示例10: test_infnorm
def test_infnorm(self):
tsr = self.be.array([[-1, 0], [1, 3]])
# -> max(abs(tsr), axis=0) -> [1, 3]
assert_tensor_equal(self.be.norm(tsr, order=float('inf'), axis=0),
CPUTensor([[1, 3]]))
# -> max(abs(tsr), axis=1) -> [1, 3]
assert_tensor_equal(self.be.norm(tsr, order=float('inf'), axis=1),
CPUTensor([1, 3]))
开发者ID:AI-Cdrone，项目名称:neon，代码行数:8，代码来源:test_cpu.py
示例11: test_0norm
def test_0norm(self):
tsr = self.be.array([[-1, 0], [1, 3]])
# -> sum(tsr != 0, axis=0) -> [2, 1]
assert_tensor_equal(self.be.norm(tsr, order=0, axis=0),
CPUTensor([[2, 1]]))
# -> sum(tsr != 0, axis=1) -> [1, 2]
assert_tensor_equal(self.be.norm(tsr, order=0, axis=1),
CPUTensor([1, 2]))
开发者ID:AI-Cdrone，项目名称:neon，代码行数:8，代码来源:test_cpu.py
示例12: test_1norm
def test_1norm(self):
tsr = self.be.array([[-1, 0], [1, 3]])
# -> sum([[1, 0], [1, 3]], axis=0)**1 -> [2, 3]
assert_tensor_equal(self.be.norm(tsr, order=1, axis=0),
CPUTensor([[2, 3]]))
# -> sum([[1, 0], [1, 3]], axis=1)**1 -> [1, 4]
assert_tensor_equal(self.be.norm(tsr, order=1, axis=1),
CPUTensor([1, 4]))
开发者ID:AI-Cdrone，项目名称:neon，代码行数:8，代码来源:test_cpu.py
示例13: test_2norm
def test_2norm(self):
tsr = self.be.array([[-1, 0], [1, 3]])
rpow = 1. / 2
# -> sum([[1, 0], [1, 9]], axis=0)**.5 -> sqrt([2, 9])
assert_tensor_equal(self.be.norm(tsr, order=2, axis=0),
CPUTensor([[2**rpow, 9**rpow]]))
# -> sum([[1, 0], [1, 9]], axis=1)**.5 -> sqrt([1, 10])
assert_tensor_equal(self.be.norm(tsr, order=2, axis=1),
CPUTensor([1**rpow, 10**rpow]))
开发者ID:AI-Cdrone，项目名称:neon，代码行数:9，代码来源:test_cpu.py
示例14: test_cc2_rectleaky_derivative_slope_zero_rectlin_equiv
def test_cc2_rectleaky_derivative_slope_zero_rectlin_equiv():
from neon.backends.cc2 import GPU
be = GPU()
inputs = be.uniform(low=-5.0, high=10.0, size=(10, 10))
lin_buf = be.empty(inputs.shape)
leaky_buf = be.empty(inputs.shape)
be.rectlin_derivative(inputs, out=lin_buf)
be.rectleaky_derivative(inputs, slope=0.0, out=leaky_buf)
assert_tensor_equal(lin_buf, leaky_buf)
开发者ID:neuroidss，项目名称:neon，代码行数:9，代码来源:test_leaky.py
示例15: compare_cpu_tensors
def compare_cpu_tensors(inputs, outputs, deriv=False):
rlin = RectLeaky()
be = CPU()
temp = be.zeros(inputs.shape)
if deriv is True:
rlin.apply_derivative(be, CPUTensor(inputs), temp)
else:
rlin.apply_function(be, CPUTensor(inputs), temp)
be.subtract(temp, CPUTensor(outputs), temp)
assert_tensor_equal(temp, be.zeros(inputs.shape))
开发者ID:neuroidss，项目名称:neon，代码行数:10，代码来源:test_leaky.py
示例16: test_0norm
def test_0norm(self):
tsr = self.be.array([[-1, 0], [1, 3]])
# -> sum(tsr != 0, axis=0) -> [2, 1]
out = self.be.empty((1, 2))
assert_tensor_equal(self.be.norm(tsr, order=0, axis=0, out=out),
self.gpt([[2, 1]]))
# -> sum(tsr != 0, axis=1) -> [1, 2]
out = self.be.empty((2, 1))
assert_tensor_equal(self.be.norm(tsr, order=0, axis=1, out=out),
self.gpt([1, 2]))
开发者ID:AI-Cdrone，项目名称:neon，代码行数:10，代码来源:test_cc2.py
示例17: test_lrgnorm
def test_lrgnorm(self):
tsr = self.be.array([[-1, 0], [1, 3]])
rpow = 1. / 5
# -> sum([[1, 0], [1, 243]], axis=0)**rpow -> rpow([2, 243])
assert_tensor_equal(self.be.norm(tsr, order=5, axis=0),
CPUTensor([[2**rpow, 243**rpow]]))
# -> sum([[1, 0], [1, 243]], axis=1)**rpow -> rpow([1, 244])
# 244**.2 == ~3.002465 hence the near_equal test
assert_tensor_near_equal(self.be.norm(tsr, order=5, axis=1),
CPUTensor([1**rpow, 244**rpow]), 1e-6)
开发者ID:AI-Cdrone，项目名称:neon，代码行数:10，代码来源:test_cpu.py
示例18: test_1norm
def test_1norm(self):
tsr = self.be.array([[-1, 0], [1, 3]])
# -> sum([[1, 0], [1, 3]], axis=0)**1 -> [2, 3]
out = self.be.empty((1, 2))
assert_tensor_equal(self.be.norm(tsr, order=1, axis=0, out=out),
self.gpt([[2, 3]]))
# -> sum([[1, 0], [1, 3]], axis=1)**1 -> [1, 4]
out = self.be.empty((2, 1))
assert_tensor_equal(self.be.norm(tsr, order=1, axis=1, out=out),
self.gpt([1, 4]))
开发者ID:AI-Cdrone，项目名称:neon，代码行数:10，代码来源:test_cc2.py
示例19: compare_cc2_tensors
def compare_cc2_tensors(inputs, outputs, deriv=False):
from neon.backends.cc2 import GPU, GPUTensor
rlin = RectLeaky()
be = GPU()
temp = be.zeros(inputs.shape)
if deriv is True:
rlin.apply_derivative(be, GPUTensor(inputs), temp)
else:
rlin.apply_function(be, GPUTensor(inputs), temp)
be.subtract(temp, GPUTensor(outputs), temp)
assert_tensor_equal(temp, be.zeros(inputs.shape))
开发者ID:neuroidss，项目名称:neon，代码行数:11，代码来源:test_leaky.py
示例20: test_2norm
def test_2norm(self):
tsr = self.be.array([[-1, 0], [1, 3]])
rpow = 1. / 2
# -> sum([[1, 0], [1, 9]], axis=0)**.5 -> sqrt([2, 9])
out = self.be.empty((1, 2))
assert_tensor_equal(self.be.norm(tsr, order=2, axis=0, out=out),
self.gpt([[2**rpow, 9**rpow]]))
# -> sum([[1, 0], [1, 9]], axis=1)**.5 -> sqrt([1, 10])
out = self.be.empty((2, 1))
assert_tensor_equal(self.be.norm(tsr, order=2, axis=1, out=out),
self.gpt([1**rpow, 10**rpow]))
开发者ID:AI-Cdrone，项目名称:neon，代码行数:11，代码来源:test_cc2.py
注：本文中的neon.util.testing.assert_tensor_equal函数示例由纯净天空整理自Github/MSDocs等源码及文档管理平台，相关代码片段筛选自各路编程大神贡献的开源项目，源码版权归原作者所有，传播和使用请参考对应项目的License；未经允许，请勿转载。 |
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