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/third_party/mindspore/tests/st/ops/gpu/
Dtest_range_op.py18 import mindspore.common.dtype as mstype namespace
41 ms_out = range_net(Tensor(1000.04, mstype.float32),
42 Tensor(1001.04, mstype.float32),
43 Tensor(0.01, mstype.float32)).asnumpy()
48 ms_out = range_net(Tensor(100, mstype.float32),
49 Tensor(101, mstype.float32),
50 Tensor(0.001, mstype.float32)).asnumpy()
55 ms_out = range_net(Tensor(1, mstype.float32),
56 Tensor(8000, mstype.float32),
57 Tensor(0.01, mstype.float32)).asnumpy()
[all …]
Dtest_unsorted_segment_sum.py22 from mindspore.common import dtype as mstype unknown
42 input_x = Tensor([1, 2, 3, 4], mstype.float32)
43 segment_ids = Tensor([0, 0, 1, 2], mstype.int32)
59 [9, 10, 11, 12]], mstype.float32)
60 segment_ids = Tensor([2, 1, 1], mstype.int32)
78 segment_ids = Tensor([2, 1, 1, -1], mstype.int32)
140 input_x = Tensor([1, 2, 3, 4], mstype.float32)
141 segment_ids = Tensor([0, 0, 1, 2], mstype.int32)
148 [9, 10, 11, 12]], mstype.float32)
149 segment_ids = Tensor([2, 1, 1], mstype.int32)
[all …]
Dtest_cast_op.py19 import mindspore.common.dtype as mstype namespace
61 t0 = mstype.float16
63 t1 = mstype.float32
79 t0 = mstype.float32
81 t1 = mstype.float32
96 t0 = mstype.int32
98 t1 = mstype.float64
113 t0 = mstype.int32
115 t1 = mstype.int32
130 t0 = mstype.float16
[all …]
/third_party/mindspore/tests/st/ops/ascend/
Dtest_autocast.py21 from mindspore import dtype as mstype unknown
67 Tensor([True, False], mstype.bool_)
68 t_uint8 = Tensor(np.ones([2, 1, 2, 2]), mstype.uint8)
69 t_int8 = Tensor(np.ones([2, 1, 2, 2]), mstype.int8)
70 t_int16 = Tensor(np.ones([2, 1, 2, 2]), mstype.int16)
71 t_int32 = Tensor(np.ones([2, 1, 2, 2]), mstype.int32)
72 t_int64 = Tensor(np.ones([2, 1, 2, 2]), mstype.int64)
73 t_fp16 = Tensor(np.ones([2, 1, 2, 2]), mstype.float16)
74 t_fp32 = Tensor(np.ones([2, 1, 2, 2]), mstype.float32)
75 t_fp64 = Tensor(np.ones([2, 1, 2, 2]), mstype.float64)
[all …]
/third_party/mindspore/tests/ut/python/ops/
Dtest_tensor_slice.py21 from mindspore import dtype as mstype unknown
152 self.const = Tensor(np.ones((5, 4, 7, 8)), mstype.int32)
162 self.const = Tensor(np.ones((3, 4, 5, 8)), mstype.int32)
172 self.const = Tensor(np.ones((5, 3, 4, 5)), mstype.int32)
254 mstype.float32),
268 …m = Parameter(Tensor(np.arange(3 * 4 * 5 * 6 * 7 * 8).reshape((3, 4, 5, 6, 7, 8)), mstype.float32),
282 …m = Parameter(Tensor(np.arange(3 * 4 * 5 * 6 * 7 * 8).reshape((3, 4, 5, 6, 7, 8)), mstype.float16),
313 self.const = Tensor(np.ones((6, 7, 8)), mstype.float32)
314 … self.param = Parameter(Tensor(np.arange(6 * 7 * 8).reshape((6, 7, 8)), mstype.float32), name="x")
326 self.const = Tensor(np.ones((6, 7, 8)), mstype.float32)
[all …]
/third_party/mindspore/mindspore/ops/operations/
Dmath_ops.py26 from ...common import dtype as mstype unknown
93 def do_infer_dtype(x_dtype, y_dtype, valid_dtype=mstype.number_type, prim_name=None):
96 … complex_types = [mstype.tensor_type(mstype.complex64), mstype.tensor_type(mstype.complex128)]
99 (mstype.complex64, mstype.complex64): mstype.tensor_type(mstype.complex64),
100 (mstype.complex64, mstype.float32): mstype.tensor_type(mstype.complex64),
101 (mstype.float32, mstype.complex64): mstype.tensor_type(mstype.complex64),
102 (mstype.complex128, mstype.complex128): mstype.tensor_type(mstype.complex128),
103 (mstype.complex128, mstype.float64): mstype.tensor_type(mstype.complex128),
104 (mstype.float64, mstype.complex128): mstype.tensor_type(mstype.complex128),
117 return _MathBinaryOp.do_infer_dtype(x_dtype, y_dtype, mstype.number_type, self.name)
[all …]
Dimage_ops.py20 from ...common import dtype as mstype unknown
116 … [mstype.int8, mstype.int16, mstype.int32, mstype.int64, mstype.float16,
117mstype.float32, mstype.float64, mstype.uint8, mstype.uint16], self.name)
118 validator.check_tensor_dtype_valid("boxes", boxes_dtype, [mstype.float32], self.name)
119 validator.check_tensor_dtype_valid("box_index", box_index_dtype, [mstype.int32], self.name)
132 …validator.check("crop_height dtype", crop_size_dtype[0], "expected", [mstype.int32, mstype.int64],…
134 …validator.check("crop_width dtype", crop_size_dtype[1], "expected", [mstype.int32, mstype.int64], …
145 'dtype': mstype.float32,
Dinner_ops.py21 from ...common import dtype as mstype unknown
106 def __init__(self, max_length=1, pad=-1, dtype=mstype.int32):
121 validator.check_type_name("n_type", n_type, mstype.int32, self.name)
123 valid_values = (mstype.int8, mstype.int16, mstype.int32, mstype.int64,
124 mstype.uint8, mstype.uint16, mstype.uint32, mstype.uint64)
200 validator.check_type_name("seq_type", seq_type, mstype.int32, self.name)
201 valid_values = (mstype.float16, mstype.float32, mstype.float64)
272 … validator.check_tensors_dtypes_same_and_valid(args, [mstype.float16, mstype.float32], self.name)
277 …validator.check_scalar_or_tensor_types_same(args, [mstype.float16, mstype.float32], self.name, Tru…
330 … validator.check_tensors_dtypes_same_and_valid(args, [mstype.float16, mstype.float32], self.name)
[all …]
Dsponge_ops.py26 from ...common import dtype as mstype unknown
105 … validator.check_tensor_dtype_valid('uint_crd_f', uint_crd_f_dtype, [mstype.uint32], self.name)
106 validator.check_tensor_dtype_valid('scaler_f', scaler_f_type, [mstype.float32], self.name)
107 validator.check_tensor_dtype_valid('atom_a', atom_a_type, [mstype.int32], self.name)
108 validator.check_tensor_dtype_valid('atom_b', atom_b_type, [mstype.int32], self.name)
109 validator.check_tensor_dtype_valid('bond_k', bond_k_type, [mstype.float32], self.name)
110 validator.check_tensor_dtype_valid('bond_r0', bond_r0_type, [mstype.float32], self.name)
191 … validator.check_tensor_dtype_valid('uint_crd_f', uint_crd_f_dtype, [mstype.uint32], self.name)
192 validator.check_tensor_dtype_valid('scaler_f', scaler_f_type, [mstype.float32], self.name)
193 validator.check_tensor_dtype_valid('atom_a', atom_a_type, [mstype.int32], self.name)
[all …]
Dsponge_update_ops.py24 from ...common import dtype as mstype unknown
87 validator.check_tensor_dtype_valid('crd', crd_dtype, [mstype.float32], self.name)
88 … validator.check_tensor_dtype_valid('quarter_cof', quarter_cof_dtype, [mstype.float32], self.name)
89 validator.check_tensor_dtype_valid('test_frc', test_frc_dtype, [mstype.float32], self.name)
90 …validator.check_tensor_dtype_valid('mass_inverse', mass_inverse_dtype, [mstype.float32], self.name)
91 return mstype.uint32
170 validator.check_tensor_dtype_valid('uint_crd', uint_crd_dtype, [mstype.uint32], self.name)
171 validator.check_tensor_dtype_valid('scaler', scaler_dtype, [mstype.float32], self.name)
172 validator.check_tensor_dtype_valid('pair_dr', pair_dr_dtype, [mstype.float32], self.name)
173 …validator.check_tensor_dtype_valid('atom_i_serials', atom_i_serials_dtype, [mstype.int32], self.na…
[all …]
Darray_ops.py36 from ...common import dtype as mstype unknown
70 validator.check_tensor_dtype_valid('indices', indices_dtype, [mstype.int32], self.name)
72 validator.check_tensors_dtypes_same_and_valid(args, mstype.number_type, self.name)
110 validator.check_tensor_dtype_valid('indices', indices_dtype, [mstype.int32], self.name)
112 validator.check_tensors_dtypes_same_and_valid(args, mstype.number_type, self.name)
176 validator.check_subclass("x", x['dtype'], mstype.tensor, self.name)
269 validator.check_subclass('x', x['dtype'], mstype.tensor, self.name)
270 validator.check_subclass('y', y['dtype'], mstype.tensor, self.name)
331 validator.check_subclass("input_x", src_type, [mstype.tensor, mstype.number], self.name)
332 validator.check_subclass("type", dst_type, mstype.number, self.name)
[all …]
/third_party/mindspore/tests/st/control/inner/
Dtest_100_if_after_if.py19 from mindspore.common import dtype as mstype unknown
28 self.param_a = Parameter(Tensor(5, mstype.int32), name='a')
29 self.param_b = Parameter(Tensor(4, mstype.int32), name='b')
44 self.param_a = Parameter(Tensor(5, mstype.int32), name='a')
45 self.param_b = Parameter(Tensor(4, mstype.int32), name='b')
80 self.param_a = Parameter(Tensor(5, mstype.int32), name='a')
81 self.param_b = Parameter(Tensor(4, mstype.int32), name='b')
100 self.param_a = Parameter(Tensor(5, mstype.int32), name='a')
101 self.param_b = Parameter(Tensor(4, mstype.int32), name='b')
147 x = Tensor(2, mstype.int32)
[all …]
Dtest_break_continue.py17 from mindspore.common import dtype as mstype unknown
44 self.zero = Tensor(np.array(0), mstype.int32)
66 x = Tensor(np.array(1), mstype.int32)
67 y = Tensor(np.array(3), mstype.int32)
70 assert graph_out == Tensor(np.array(3), mstype.int32)
79 x = Tensor(np.array(1), mstype.int32)
80 y = Tensor(np.array(3), mstype.int32)
84 assert graph_grads == (Tensor(np.array(3), mstype.int32), Tensor(np.array(1), mstype.int32))
91 self.i = Tensor(np.array(0), mstype.int32)
92 self.zero = Tensor(np.array(0), mstype.int32)
[all …]
Dtest_002_single_for.py23 from mindspore.common import dtype as mstype unknown
55 x = Tensor([2], mstype.int32)
56 y = Tensor([5], mstype.int32)
57 z = Tensor([4], mstype.int32)
68 assert graph_forward_res == Tensor([125], mstype.int32)
69 …assert graph_backward_res == (Tensor([15], mstype.int32), Tensor([40], mstype.int32), Tensor([5],
99 x = Tensor([2], mstype.int32)
100 y = Tensor([5], mstype.int32)
101 z = Tensor([4], mstype.int32)
112 assert graph_forward_res == Tensor([195], mstype.int32)
[all …]
Dtest_110_if_after_if_in_if.py19 from mindspore.common import dtype as mstype unknown
28 self.param_a = Parameter(Tensor(5, mstype.int32), name='a')
29 self.param_b = Parameter(Tensor(4, mstype.int32), name='b')
46 self.param_a = Parameter(Tensor(5, mstype.int32), name='a')
47 self.param_b = Parameter(Tensor(4, mstype.int32), name='b')
68 self.param_a = Parameter(Tensor(5, mstype.int32), name='a')
69 self.param_b = Parameter(Tensor(4, mstype.int32), name='b')
95 self.param_a = Parameter(Tensor(5, mstype.int32), name='a')
96 self.param_b = Parameter(Tensor(4, mstype.int32), name='b')
150 x = Tensor(2, mstype.int32)
[all …]
Dtest_212_while_after_if_in_for.py17 from mindspore.common import dtype as mstype unknown
31 self.i = Tensor(np.array(0), mstype.int32)
32 self.zero = Tensor(np.array(0), mstype.int32)
33 self.weight = Parameter(Tensor(np.array(0), mstype.int32))
67 x = Tensor(np.array(3), mstype.int32)
68 y = Tensor(np.array(5), mstype.int32)
74 … assert graph_mode_out == (Tensor(np.array(60), mstype.int32), Tensor(np.array(10), mstype.int32))
83 x = Tensor(np.array(3), mstype.int32)
84 y = Tensor(np.array(5), mstype.int32)
91 … assert graph_mode_grads == (Tensor(np.array(10), mstype.int32), Tensor(np.array(6), mstype.int32))
[all …]
Dtest_112_if_after_if_in_for.py19 from mindspore.common import dtype as mstype unknown
28 self.param_a = Parameter(Tensor(5, mstype.int32), name='a')
29 self.param_b = Parameter(Tensor(4, mstype.int32), name='b')
45 self.param_a = Parameter(Tensor(5, mstype.int32), name='a')
46 self.param_b = Parameter(Tensor(4, mstype.int32), name='b')
66 self.param_a = Parameter(Tensor(5, mstype.int32), name='a')
67 self.param_b = Parameter(Tensor(4, mstype.int32), name='b')
91 self.param_a = Parameter(Tensor(5, mstype.int32), name='a')
92 self.param_b = Parameter(Tensor(4, mstype.int32), name='b')
143 x = Tensor(2, mstype.int32)
[all …]
Dtest_010_if_in_if.py19 from mindspore.common import dtype as mstype unknown
28 self.param_a = Parameter(Tensor(5, mstype.int32), name='a')
29 self.param_b = Parameter(Tensor(4, mstype.int32), name='b')
43 self.param_a = Parameter(Tensor(5, mstype.int32), name='a')
44 self.param_b = Parameter(Tensor(4, mstype.int32), name='b')
65 self.param_a = Parameter(Tensor(5, mstype.int32), name='a')
66 self.param_b = Parameter(Tensor(4, mstype.int32), name='b')
94 self.param_a = Parameter(Tensor(5, mstype.int32), name='a')
95 self.param_b = Parameter(Tensor(4, mstype.int32), name='b')
117 self.param_a = Parameter(Tensor(5, mstype.int32), name='a')
[all …]
Dtest_121_if_after_while_in_while.py18 from mindspore.common import dtype as mstype unknown
33 self.zero = Tensor(np.array(0), mstype.int32)
34 self.i = Tensor(np.array(0), mstype.int32)
35 self.weight = Parameter(Tensor(np.array(0), mstype.int32))
70 x = Tensor(np.array(1), mstype.int32)
71 y = Tensor(np.array(3), mstype.int32)
77 … assert graph_mode_out == (Tensor(np.array(-11), mstype.int32), Tensor(np.array(9), mstype.int32))
86 x = Tensor(np.array(1), mstype.int32)
87 y = Tensor(np.array(3), mstype.int32)
94 … assert graph_mode_grads == (Tensor(np.array(9), mstype.int32), Tensor(np.array(3), mstype.int32))
[all …]
/third_party/mindspore/mindspore/dataset/core/
Ddatatypes.py22 import mindspore.common.dtype as mstype namespace
39 mstype.bool_: cde.DataType("bool"),
40 mstype.int8: cde.DataType("int8"),
41 mstype.int16: cde.DataType("int16"),
42 mstype.int32: cde.DataType("int32"),
43 mstype.int64: cde.DataType("int64"),
44 mstype.uint8: cde.DataType("uint8"),
45 mstype.uint16: cde.DataType("uint16"),
46 mstype.uint32: cde.DataType("uint32"),
47 mstype.uint64: cde.DataType("uint64"),
[all …]
/third_party/mindspore/tests/st/auto_monad/
Dtest_effect_ops.py23 from mindspore.common import dtype as mstype unknown
48 x = Tensor(1, dtype=mstype.int32)
49 y = Tensor(2, dtype=mstype.int32)
50 expect = Tensor(3, dtype=mstype.int32)
72 x = Tensor(3, dtype=mstype.int32)
73 y = Tensor(2, dtype=mstype.int32)
74 expect = Tensor(1, dtype=mstype.int32)
96 input_x = Tensor(np.array([[0.0, 0.0, 0.0], [0.0, 0.0, 0.0]]), mstype.float32)
97 indices = Tensor(np.array([[0, 1], [1, 1]]), mstype.int32)
98 updates = Tensor(np.ones([2, 2, 3]), mstype.float32)
[all …]
/third_party/mindspore/tests/ut/python/nn/
Dtest_loss.py18 from mindspore.common import dtype as mstype unknown
96 x1 = Tensor([[0.8, 1.4], [0.5, 0.9], [1.2, 0.9]], mstype.float32)
97 x2 = Tensor([[1], [1], [0]], mstype.int32)
104 x1 = Tensor([[0.8, 1.4], [0.5, 0.9], [1.2, 0.9]], mstype.float32)
105 x2 = Tensor([[1], [1], [0]], mstype.int32)
113 x1 = Tensor([[0.8, 1.4], [0.5, 0.9], [1.2, 0.9]], mstype.float32)
114 x2 = Tensor([[1], [1]], mstype.int32)
122 x1 = Tensor([[0.8, 1.4], [0.5, 0.9], [1.2, 0.9]], mstype.float32)
123 x2 = Tensor([[1], [1], [0]], mstype.int32)
131 x1 = Tensor([[0.8, 1.4], [0.5, 0.9], [1.2, 0.9]], mstype.float32)
[all …]
/third_party/mindspore/tests/st/control/
Dtest_tensor_in_list.py18 from mindspore import dtype as mstype unknown
28 … self.list = [Tensor([1], mstype.int32), Tensor([2], mstype.int32), Tensor([3], mstype.int32)]
44 output = net(Tensor([1], mstype.int32))
45 expect = Tensor([2], mstype.int32)
48 output = net(Tensor([2], mstype.int32))
49 expect = Tensor([4], mstype.int32)
52 output = net(Tensor([3], mstype.int32))
53 expect = Tensor([6], mstype.int32)
56 output = net(Tensor([4], mstype.int32))
57 expect = Tensor([4], mstype.int32)
/third_party/mindspore/tests/ut/python/dataset/
Dtest_mask_op.py21 import mindspore.common.dtype as mstype namespace
26 mstype.bool_: np.bool,
27 mstype.int8: np.int8,
28 mstype.uint8: np.uint8,
29 mstype.int16: np.int16,
30 mstype.uint16: np.uint16,
31 mstype.int32: np.int32,
32 mstype.uint32: np.uint32,
33 mstype.int64: np.int64,
34 mstype.uint64: np.uint64,
[all …]
/third_party/mindspore/tests/ut/python/parallel/
Dtest_parallel_transformer.py17 import mindspore.common.dtype as mstype namespace
109 encoder_input_value = Tensor(np.ones((2, 20, 64)), mstype.float32)
110 encoder_input_mask = Tensor(np.ones((2, 20, 20)), mstype.float16)
111 decoder_input_value = Tensor(np.ones((2, 10, 64)), mstype.float32)
112 decoder_input_mask = Tensor(np.ones((2, 10, 10)), mstype.float16)
113 memory_mask = Tensor(np.ones((2, 10, 20)), mstype.float16)
117 label = Tensor(np.ones((2 * seq,)), mstype.int32)
118 input_mask = Tensor(np.ones((2 * seq,)), mstype.float32)
145 encoder_input_value = Tensor(np.ones((2, 20, 64)), mstype.float32)
146 encoder_input_mask = Tensor(np.ones((2, 20, 20)), mstype.float16)
[all …]

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