File size: 9,123 Bytes
86e512a 76cd045 86e512a 76cd045 86e512a | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 | {
"cases": [
{
"name": "periodic_f32_size16",
"inputs": { "size": { "dtype": "int32", "shape": [], "data": { "kind": "values", "values": [16] } } },
"outputs": { "y": { "dtype": "float32", "shape": [16], "tolerance": 0.00001 } }
},
{
"name": "symmetric_f32_size16",
"attrs": { "periodic": 0 },
"inputs": { "size": { "dtype": "int32", "shape": [], "data": { "kind": "values", "values": [16] } } },
"outputs": { "y": { "dtype": "float32", "shape": [16], "tolerance": 0.00001 } }
},
{
"name": "periodic_f32_size10",
"provenance": { "source": "cmake/external/onnx/onnx/backend/test/data/node/test_hammingwindow" },
"inputs": { "size": { "dtype": "int32", "shape": [], "data": { "kind": "values", "values": [10] } } },
"outputs": { "y": { "dtype": "float32", "shape": [10], "tolerance": 0.00001 } }
},
{
"name": "symmetric_f32_size10_onnx_backend",
"provenance": { "source": "cmake/external/onnx/onnx/backend/test/data/node/test_hammingwindow_symmetric" },
"attrs": { "periodic": 0 },
"inputs": { "size": { "dtype": "int32", "shape": [], "data": { "kind": "values", "values": [10] } } },
"outputs": { "y": { "dtype": "float32", "shape": [10], "tolerance": 0.00001 } }
},
{
"name": "periodic_f32_size0_empty",
"inputs": { "size": { "dtype": "int32", "shape": [], "data": { "kind": "values", "values": [0] } } },
"outputs": { "y": { "dtype": "float32", "shape": [0], "tolerance": 0 } }
},
{
"name": "periodic_f32_size1_boundary",
"inputs": { "size": { "dtype": "int32", "shape": [], "data": { "kind": "values", "values": [1] } } },
"outputs": { "y": { "dtype": "float32", "shape": [1], "tolerance": 0.00001 } }
},
{
"name": "symmetric_f32_size1_nan_boundary",
"provenance": {
"source": "onnxruntime/test/providers/cpu/signal/signal_ops_test.cc",
"test": "SignalOpsTest.HammingWindowFloat",
"notes": "Additional ORT-validated edge: symmetric size 1 uses denominator length - 1 = 0 and produces NaN."
},
"attrs": { "periodic": 0 },
"inputs": { "size": { "dtype": "int32", "shape": [], "data": { "kind": "values", "values": [1] } } },
"outputs": {
"y": {
"dtype": "float32",
"shape": [1],
"tolerance": 0,
"allowNaN": true,
"data": { "kind": "values", "values": ["NaN"] }
}
}
},
{
"name": "symmetric_f32_odd_size7",
"attrs": { "periodic": 0 },
"inputs": { "size": { "dtype": "int32", "shape": [], "data": { "kind": "values", "values": [7] } } },
"outputs": { "y": { "dtype": "float32", "shape": [7], "tolerance": 0.00001 } }
},
{
"name": "periodic_f16_size32",
"attrs": { "output_datatype": 10 },
"inputs": { "size": { "dtype": "int32", "shape": [], "data": { "kind": "values", "values": [32] } } },
"outputs": { "y": { "dtype": "float16", "shape": [32], "tolerance": 0.002 } }
},
{
"name": "ort_periodic_int16_output_size8",
"provenance": {
"source": "ONNX Runtime CPUExecutionProvider",
"notes": "ONNX HammingWindow computes in float and applies output_datatype=INT16 as a final cast."
},
"attrs": { "output_datatype": 5 },
"inputs": { "size": { "dtype": "int32", "shape": [], "data": { "kind": "values", "values": [8] } } },
"outputs": {
"y": {
"dtype": "int16",
"shape": [8],
"tolerance": 0,
"data": { "kind": "values", "values": [0, 0, 0, 0, 1, 0, 0, 0] }
}
}
},
{
"name": "ort_symmetric_uint32_output_size1_zero_cast",
"provenance": {
"source": "ONNX Runtime CPUExecutionProvider",
"notes": "The symmetric size-one formula produces NaN in float; ONNX Cast to UINT32 maps that value to zero."
},
"attrs": { "output_datatype": 12, "periodic": 0 },
"inputs": { "size": { "dtype": "int32", "shape": [], "data": { "kind": "values", "values": [1] } } },
"outputs": {
"y": { "dtype": "uint32", "shape": [1], "tolerance": 0, "data": { "kind": "values", "values": [0] } }
}
},
{
"name": "onnx_standard_periodic_int8_output_size8",
"attrs": { "output_datatype": 3 },
"inputs": { "size": { "dtype": "int32", "shape": [], "data": { "kind": "values", "values": [8] } } },
"outputs": {
"y": {
"dtype": "int8",
"shape": [8],
"tolerance": 0,
"data": { "kind": "values", "values": [0, 0, 0, 0, 1, 0, 0, 0] }
}
}
},
{
"name": "onnx_standard_periodic_uint8_output_size8",
"attrs": { "output_datatype": 2 },
"inputs": { "size": { "dtype": "int32", "shape": [], "data": { "kind": "values", "values": [8] } } },
"outputs": {
"y": {
"dtype": "uint8",
"shape": [8],
"tolerance": 0,
"data": { "kind": "values", "values": [0, 0, 0, 0, 1, 0, 0, 0] }
}
}
},
{
"name": "onnx_standard_periodic_int32_output_size8",
"attrs": { "output_datatype": 6 },
"inputs": { "size": { "dtype": "int32", "shape": [], "data": { "kind": "values", "values": [8] } } },
"outputs": {
"y": {
"dtype": "int32",
"shape": [8],
"tolerance": 0,
"data": { "kind": "values", "values": [0, 0, 0, 0, 1, 0, 0, 0] }
}
}
},
{
"name": "periodic_f32_size257_phase_accuracy_gpu_gap",
"skipGpu": {
"category": "todo",
"reason": "The current f32 cosine and range-reduction path crosses the final rounding boundary for this periodic size-257 window. A correctly rounded approximation or software-extended precision could close this implementable gap."
},
"provenance": {
"source": "onnxruntime/test/providers/cpu/signal/signal_ops_test.cc",
"test": "SignalOpsTest.HammingWindowFloat",
"notes": "A periodic size-257 window stresses float32 phase formation across many non-cardinal cosine positions and exposes final-rounding error in the cosine sum."
},
"inputs": { "size": { "dtype": "int32", "shape": [], "data": { "kind": "values", "values": [257] } } },
"outputs": { "y": { "dtype": "float32", "shape": [257], "tolerance": 6e-8, "relTolerance": 0 } }
},
{
"name": "symmetric_f32_size257_phase_accuracy_gpu_gap",
"skipGpu": {
"category": "todo",
"reason": "The current f32 cosine and range-reduction path crosses the final rounding boundary for this symmetric size-257 window. A correctly rounded approximation or software-extended precision could close this implementable gap."
},
"provenance": {
"source": "onnxruntime/test/providers/cpu/signal/signal_ops_test.cc",
"test": "SignalOpsTest.HammingWindowFloat",
"notes": "For a symmetric odd-sized window, the length-minus-one denominator shifts every non-cardinal cosine sample and exposes float32 phase drift."
},
"attrs": { "periodic": 0 },
"inputs": { "size": { "dtype": "int32", "shape": [], "data": { "kind": "values", "values": [257] } } },
"outputs": { "y": { "dtype": "float32", "shape": [257], "tolerance": 6e-8, "relTolerance": 0 } }
},
{
"name": "ort_periodic_f32_size32",
"provenance": {
"source": "onnxruntime/test/providers/cpu/signal/signal_ops_test.cc",
"test": "SignalOpsTest.HammingWindowFloat"
},
"inputs": { "size": { "dtype": "int32", "shape": [], "data": { "kind": "values", "values": [32] } } },
"outputs": {
"y": {
"dtype": "float32",
"shape": [32],
"tolerance": 0.00001,
"data": {
"kind": "values",
"values": [0.086957, 0.095728, 0.121707, 0.163894, 0.220669, 0.289848, 0.368775, 0.454415, 0.543478, 0.632541, 0.718182, 0.797108, 0.866288, 0.923062, 0.965249, 0.991228, 1.0, 0.991228, 0.965249, 0.923062, 0.866288, 0.797108, 0.718182, 0.632541, 0.543478, 0.454415, 0.368775, 0.289848, 0.220669, 0.163894, 0.121707, 0.095728]
}
}
}
},
{
"name": "periodic_int32_size8",
"inputs": { "size": { "dtype": "int32", "shape": [], "data": { "kind": "values", "values": [8] } } },
"outputs": { "y": { "dtype": "float32", "shape": [8], "tolerance": 0.00001 } }
},
{
"name": "symmetric_f32_size2_denom1",
"attrs": { "periodic": 0 },
"inputs": { "size": { "dtype": "int32", "shape": [], "data": { "kind": "values", "values": [2] } } },
"outputs": { "y": { "dtype": "float32", "shape": [2], "tolerance": 0.00001 } }
},
{
"name": "symmetric_f16_size16",
"attrs": { "output_datatype": 10, "periodic": 0 },
"requires": { "features": ["shader-f16"] },
"inputs": { "size": { "dtype": "int32", "shape": [], "data": { "kind": "values", "values": [16] } } },
"outputs": { "y": { "dtype": "float16", "shape": [16], "tolerance": 0.002 } }
}
]
}
|