| { |
| "cases": [ |
| { |
| "name": "same_shape_vec4_nonzero", |
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| "a": { "dtype": "bool", "shape": [8], "data": { "kind": "values", "values": [0, 1, 1, 1, 0, 1, 1, 0] } }, |
| "b": { "dtype": "bool", "shape": [8], "data": { "kind": "values", "values": [0, 0, 1, 0, 1, 1, 0, 1] } } |
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| "outputs": { |
| "c": { |
| "dtype": "bool", |
| "shape": [8], |
| "tolerance": 0, |
| "data": { "kind": "values", "values": [0, 0, 1, 0, 0, 1, 0, 0] } |
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| }, |
| { |
| "name": "broadcast", |
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| "a": { "dtype": "bool", "shape": [2, 3], "data": { "kind": "values", "values": [0, 1, 1, 0, 1, 1] } }, |
| "b": { "dtype": "bool", "shape": [3], "data": { "kind": "values", "values": [1, 0, 1] } } |
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| "outputs": { "c": { "dtype": "bool", "shape": [2, 3] } } |
| }, |
| { |
| "name": "rank0_nonzero_bool_scalar_output", |
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| "a": { "dtype": "bool", "shape": [], "data": { "kind": "values", "values": [1] } }, |
| "b": { "dtype": "bool", "shape": [], "data": { "kind": "values", "values": [1] } } |
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| "outputs": { "c": { "dtype": "bool", "shape": [], "tolerance": 0 } } |
| }, |
| { |
| "name": "rank_mismatch_broadcast", |
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| "a": { "dtype": "bool", "shape": [2, 1, 3], "data": { "kind": "values", "values": [1, 0, 1, 0, 1, 1] } }, |
| "b": { "dtype": "bool", "shape": [3], "data": { "kind": "values", "values": [1, 1, 0] } } |
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| "outputs": { "c": { "dtype": "bool", "shape": [2, 1, 3], "tolerance": 0 } } |
| }, |
| { |
| "name": "zero_sized_broadcast", |
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| "a": { "dtype": "bool", "shape": [2, 0, 3], "data": { "kind": "values", "values": [] } }, |
| "b": { "dtype": "bool", "shape": [3], "data": { "kind": "values", "values": [1, 0, 1] } } |
| }, |
| "outputs": { "c": { "dtype": "bool", "shape": [2, 0, 3], "tolerance": 0 } } |
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| { |
| "name": "ort_bool_vector", |
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| "source": "onnxruntime/test/providers/cpu/math/element_wise_ops_test.cc", |
| "test": "MathOpTest.And" |
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| "a": { "dtype": "bool", "shape": [4], "data": { "kind": "values", "values": [0, 1, 0, 1] } }, |
| "b": { "dtype": "bool", "shape": [4], "data": { "kind": "values", "values": [0, 0, 1, 1] } } |
| }, |
| "outputs": { "c": { "dtype": "bool", "shape": [4], "tolerance": 0 } } |
| }, |
| { |
| "name": "onnx_backend_2d_bool", |
| "provenance": { "source": "cmake/external/onnx/onnx/backend/test/data/node/test_and2d" }, |
| "inputs": { |
| "a": { |
| "dtype": "bool", |
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| "data": { "kind": "values", "values": [1, 1, 1, 1, 1, 0, 1, 0, 0, 1, 1, 1] } |
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| "dtype": "bool", |
| "shape": [3, 4], |
| "data": { "kind": "values", "values": [1, 1, 1, 1, 1, 0, 1, 0, 0, 1, 1, 0] } |
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| }, |
| "outputs": { "c": { "dtype": "bool", "shape": [3, 4], "tolerance": 0 } } |
| }, |
| { |
| "name": "onnx_backend_bcast3v2d", |
| "provenance": { |
| "source": "cmake/external/onnx/onnx/backend/test/data/node/test_and_bcast3v2d", |
| "test": "test_and_bcast3v2d" |
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| "inputs": { |
| "a": { |
| "dtype": "bool", |
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| }, |
| "outputs": { "c": { "dtype": "bool", "shape": [3, 4, 5], "tolerance": 0 } } |
| }, |
| { |
| "name": "onnx_backend_and_bcast3v1d", |
| "provenance": { "source": "cmake/external/onnx/onnx/backend/test/data/node/test_and_bcast3v1d" }, |
| "inputs": { |
| "a": { |
| "dtype": "bool", |
| "shape": [3, 4, 5], |
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| "kind": "values", |
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| }, |
| "b": { "dtype": "bool", "shape": [5], "data": { "kind": "values", "values": [0, 0, 0, 0, 1] } } |
| }, |
| "outputs": { "c": { "dtype": "bool", "shape": [3, 4, 5], "tolerance": 0 } } |
| }, |
| { |
| "name": "onnx_backend_and4d", |
| "provenance": { "source": "cmake/external/onnx/onnx/backend/test/data/node/test_and4d", "test": "test_and4d" }, |
| "inputs": { |
| "a": { |
| "dtype": "bool", |
| "shape": [3, 4, 5, 6], |
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| } |
| }, |
| "outputs": { "c": { "dtype": "bool", "shape": [3, 4, 5, 6], "tolerance": 0 } } |
| }, |
| { |
| "name": "onnx_backend_and_bcast4v2d", |
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| "source": "cmake/external/onnx/onnx/backend/test/data/node/test_and_bcast4v2d", |
| "test": "test_and_bcast4v2d" |
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| "inputs": { |
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| "dtype": "bool", |
| "shape": [3, 4, 5, 6], |
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| }, |
| "outputs": { "c": { "dtype": "bool", "shape": [3, 4, 5, 6], "tolerance": 0 } } |
| }, |
| { |
| "name": "onnx_backend_and_bcast4v3d", |
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| "source": "cmake/external/onnx/onnx/backend/test/data/node/test_and_bcast4v3d", |
| "test": "test_and_bcast4v3d" |
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| "inputs": { |
| "a": { |
| "dtype": "bool", |
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| } |
| }, |
| "outputs": { "c": { "dtype": "bool", "shape": [3, 4, 5, 6], "tolerance": 0 } } |
| }, |
| { |
| "name": "onnx_backend_and_bcast4v4d", |
| "provenance": { |
| "source": "cmake/external/onnx/onnx/backend/test/data/node/test_and_bcast4v4d", |
| "test": "test_and_bcast4v4d" |
| }, |
| "inputs": { |
| "a": { |
| "dtype": "bool", |
| "shape": [1, 4, 1, 6], |
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| "kind": "values", |
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| }, |
| "b": { |
| "dtype": "bool", |
| "shape": [3, 1, 5, 6], |
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| "kind": "values", |
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| } |
| }, |
| "outputs": { "c": { "dtype": "bool", "shape": [3, 4, 5, 6], "tolerance": 0 } } |
| }, |
| { |
| "name": "onnx_backend_and3d", |
| "provenance": { "source": "cmake/external/onnx/onnx/backend/test/data/node/test_and3d" }, |
| "inputs": { |
| "a": { |
| "dtype": "bool", |
| "shape": [3, 4, 5], |
| "data": { |
| "kind": "values", |
| "values": [1, 0, 1, 0, 1, 1, 1, 1, 0, 0, 0, 1, 1, 1, 0, 0, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 1, 1, 1, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, 0, 1, 1, 1, 1, 0, 1, 0, 0, 0, 0, 1, 0, 1, 1, 0] |
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| }, |
| "b": { |
| "dtype": "bool", |
| "shape": [3, 4, 5], |
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| } |
| }, |
| "outputs": { "c": { "dtype": "bool", "shape": [3, 4, 5], "tolerance": 0 } } |
| }, |
| { |
| "name": "ort_bool_exact_bcast3v2d", |
| "provenance": { |
| "source": "onnxruntime/test/providers/cpu/math/element_wise_ops_test.cc", |
| "test": "MathOpTest.Xor_bcast3v2d", |
| "notes": "Uses ORT's bool 3D-vs-2D broadcast geometry with And's truth table." |
| }, |
| "inputs": { |
| "a": { |
| "dtype": "bool", |
| "shape": [2, 3, 4], |
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| "kind": "values", |
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| "data": { "kind": "values", "values": [0, 0, 1, 1, 0, 0, 1, 1, 0, 0, 1, 1] } |
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| }, |
| "outputs": { |
| "c": { |
| "dtype": "bool", |
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| "kind": "values", |
| "values": [0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 1] |
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| } |
| }, |
| { |
| "name": "same_shape_numel_not_div4", |
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| "a": { "dtype": "bool", "shape": [9], "data": { "kind": "values", "values": [0, 1, 1, 0, 1, 0, 1, 1, 0] } }, |
| "b": { "dtype": "bool", "shape": [9], "data": { "kind": "values", "values": [0, 0, 1, 1, 0, 1, 0, 1, 1] } } |
| }, |
| "outputs": { "c": { "dtype": "bool", "shape": [9], "tolerance": 0 } } |
| }, |
| { |
| "name": "same_shape_vec4_1024", |
| "inputs": { |
| "a": { "dtype": "bool", "shape": [1024], "data": { "kind": "cycle", "values": [0, 1, 1, 0, 1, 0, 1, 1] } }, |
| "b": { "dtype": "bool", "shape": [1024], "data": { "kind": "cycle", "values": [0, 0, 1, 1, 0, 1, 0, 1] } } |
| }, |
| "outputs": { "c": { "dtype": "bool", "shape": [1024], "tolerance": 0 } } |
| }, |
| { |
| "name": "scalar_broadcast_to_vector", |
| "inputs": { |
| "a": { "dtype": "bool", "shape": [], "data": { "kind": "values", "values": [1] } }, |
| "b": { "dtype": "bool", "shape": [6], "data": { "kind": "values", "values": [0, 1, 0, 1, 0, 1] } } |
| }, |
| "outputs": { "c": { "dtype": "bool", "shape": [6], "tolerance": 0 } } |
| }, |
| { |
| "name": "rank7_broadcast", |
| "inputs": { |
| "a": { |
| "dtype": "bool", |
| "shape": [2, 1, 2, 1, 2, 1, 2], |
| "data": { "kind": "cycle", "values": [0, 1, 0, 1, 0, 0, 1, 1] } |
| }, |
| "b": { |
| "dtype": "bool", |
| "shape": [1, 2, 1, 2, 1, 2, 1], |
| "data": { "kind": "cycle", "values": [1, 0, 1, 0, 1, 1, 0, 0] } |
| } |
| }, |
| "outputs": { "c": { "dtype": "bool", "shape": [2, 2, 2, 2, 2, 2, 2], "tolerance": 0 } } |
| }, |
| { |
| "name": "empty_same_shape_zero_dim", |
| "inputs": { |
| "a": { "dtype": "bool", "shape": [0], "data": { "kind": "values", "values": [] } }, |
| "b": { "dtype": "bool", "shape": [0], "data": { "kind": "values", "values": [] } } |
| }, |
| "outputs": { "c": { "dtype": "bool", "shape": [0], "tolerance": 0 } } |
| } |
| ] |
| } |
|
|
