| { |
| "op": "ai.onnx.MaxUnpool", |
| "cases": [ |
| { |
| "name": "dispatch_cliff_over_16m_elements", |
| "attrs": { "kernel_shape": [1, 1], "strides": [1, 1] }, |
| "inputs": { |
| "x": { "dtype": "float32", "shape": [1, 1, 4097, 4097] }, |
| "indices": { |
| "dtype": "uint32", |
| "shape": [1, 1, 4097, 4097], |
| "data": { "kind": "linspace", "start": 0, "end": 16785408 } |
| } |
| }, |
| "outputs": { "output": { "dtype": "float32", "shape": [1, 1, 4097, 4097], "tolerance": 0 } } |
| }, |
| { |
| "name": "without_output_shape_4x4_f32", |
| "attrs": { "kernel_shape": [2, 2], "strides": [2, 2] }, |
| "inputs": { |
| "x": { "dtype": "float32", "shape": [1, 1, 2, 2], "data": { "kind": "values", "values": [1.0, 2.0, 3.0, 4.0] } }, |
| "indices": { "dtype": "uint32", "shape": [1, 1, 2, 2], "data": { "kind": "values", "values": [5, 7, 13, 15] } } |
| }, |
| "outputs": { "output": { "dtype": "float32", "shape": [1, 1, 4, 4], "tolerance": 0 } }, |
| "provenance": { |
| "source": "cmake/external/onnx/onnx/backend/test/data/node/test_maxunpool_export_without_output_shape", |
| "notes": "Official fixture indices are int64; this framework stores indices as uint32 slots." |
| } |
| }, |
| { |
| "name": "f32_subnormal_payload_unique_indices", |
| "provenance": { |
| "source": "onnxruntime/test/providers/cpu/nn/unpool_op_test.cc", |
| "test": "UnpoolTest.MaxUnpoolWithoutOutputShape", |
| "notes": "Same valid unique-index unpool pattern as the ORT/base fixture, but with finite subnormal payloads that must survive the scatter." |
| }, |
| "attrs": { "kernel_shape": [2, 2], "strides": [2, 2] }, |
| "inputs": { |
| "x": { |
| "dtype": "float32", |
| "shape": [1, 1, 2, 2], |
| "data": { "kind": "values", "values": [1e-40, -1e-40, 4e-39, -4e-39] } |
| }, |
| "indices": { "dtype": "uint32", "shape": [1, 1, 2, 2], "data": { "kind": "values", "values": [0, 5, 10, 15] } } |
| }, |
| "outputs": { "output": { "dtype": "float32", "shape": [1, 1, 4, 4], "tolerance": 0 } } |
| }, |
| { |
| "name": "with_output_shape_5x5_f32", |
| "attrs": { "kernel_shape": [2, 2], "strides": [2, 2] }, |
| "inputs": { |
| "x": { "dtype": "float32", "shape": [1, 1, 2, 2], "data": { "kind": "values", "values": [5.0, 6.0, 7.0, 8.0] } }, |
| "indices": { "dtype": "uint32", "shape": [1, 1, 2, 2], "data": { "kind": "values", "values": [5, 7, 13, 15] } }, |
| "output_shape": { "dtype": "uint32", "shape": [4], "data": { "kind": "values", "values": [1, 1, 5, 5] } } |
| }, |
| "outputs": { "output": { "dtype": "float32", "shape": [1, 1, 5, 5], "tolerance": 0 } }, |
| "provenance": { |
| "source": "cmake/external/onnx/onnx/backend/test/data/node/test_maxunpool_export_with_output_shape", |
| "notes": "Official fixture indices and output_shape are int64; this framework stores them as uint32 slots." |
| } |
| }, |
| { |
| "name": "multichannel_4x4_f32", |
| "attrs": { "kernel_shape": [2, 2], "strides": [2, 2] }, |
| "inputs": { |
| "x": { |
| "dtype": "float32", |
| "shape": [1, 2, 2, 2], |
| "data": { "kind": "values", "values": [6.0, 8.0, 14.0, 16.0, 22.0, 24.0, 30.0, 32.0] } |
| }, |
| "indices": { |
| "dtype": "uint32", |
| "shape": [1, 2, 2, 2], |
| "data": { "kind": "values", "values": [5, 7, 13, 15, 21, 23, 29, 31] } |
| } |
| }, |
| "outputs": { "output": { "dtype": "float32", "shape": [1, 2, 4, 4], "tolerance": 0 } } |
| }, |
| { |
| "name": "without_output_shape_4x4_f16", |
| "attrs": { "kernel_shape": [2, 2], "strides": [2, 2] }, |
| "inputs": { |
| "x": { "dtype": "float16", "shape": [1, 1, 2, 2], "data": { "kind": "values", "values": [1.5, 2.5, 3.5, 4.5] } }, |
| "indices": { "dtype": "uint32", "shape": [1, 1, 2, 2], "data": { "kind": "values", "values": [0, 3, 12, 15] } } |
| }, |
| "outputs": { "output": { "dtype": "float16", "shape": [1, 1, 4, 4], "tolerance": 0.001 } } |
| }, |
| { |
| "name": "ort_1d_with_output_shape", |
| "attrs": { "kernel_shape": [2], "strides": [2] }, |
| "inputs": { |
| "x": { "dtype": "float32", "shape": [1, 1, 4], "data": { "kind": "values", "values": [1.0, 2.0, 3.0, 4.0] } }, |
| "indices": { "dtype": "uint32", "shape": [1, 1, 4], "data": { "kind": "values", "values": [1, 3, 4, 6] } }, |
| "output_shape": { "dtype": "uint32", "shape": [3], "data": { "kind": "values", "values": [1, 1, 8] } } |
| }, |
| "outputs": { "output": { "dtype": "float32", "shape": [1, 1, 8], "tolerance": 0 } }, |
| "provenance": { |
| "source": "onnxruntime/test/providers/cpu/nn/unpool_op_test.cc", |
| "test": "UnpoolTest.MaxUnPool1D" |
| } |
| }, |
| { |
| "name": "ort_1d_with_output_shape_9_trailing_zero", |
| "provenance": { |
| "source": "onnxruntime/test/providers/cpu/nn/unpool_op_test.cc", |
| "test": "UnpoolTest.MaxUnPool1D_WithOutputShape" |
| }, |
| "attrs": { "kernel_shape": [2], "strides": [2] }, |
| "inputs": { |
| "x": { "dtype": "float32", "shape": [1, 1, 4], "data": { "kind": "values", "values": [1.0, 2.0, 3.0, 4.0] } }, |
| "indices": { "dtype": "uint32", "shape": [1, 1, 4], "data": { "kind": "values", "values": [1, 3, 4, 6] } }, |
| "output_shape": { "dtype": "uint32", "shape": [3], "data": { "kind": "values", "values": [1, 1, 9] } } |
| }, |
| "outputs": { "output": { "dtype": "float32", "shape": [1, 1, 9], "tolerance": 0 } } |
| }, |
| { |
| "name": "ort_1d_without_output_shape", |
| "attrs": { "kernel_shape": [2], "strides": [2] }, |
| "inputs": { |
| "x": { "dtype": "float32", "shape": [1, 1, 4], "data": { "kind": "values", "values": [1.0, 2.0, 3.0, 4.0] } }, |
| "indices": { "dtype": "uint32", "shape": [1, 1, 4], "data": { "kind": "values", "values": [1, 3, 4, 6] } } |
| }, |
| "outputs": { "output": { "dtype": "float32", "shape": [1, 1, 8], "tolerance": 0 } }, |
| "provenance": { |
| "source": "onnxruntime/test/providers/cpu/nn/unpool_op_test.cc", |
| "test": "UnpoolTest.MaxUnPool1D_Without_OutputShape" |
| } |
| }, |
| { |
| "name": "ort_2d_with_output_shape_4x4_basic_indices", |
| "provenance": { |
| "source": "onnxruntime/test/providers/cpu/nn/unpool_op_test.cc", |
| "test": "UnpoolTest.MaxUnPool2D" |
| }, |
| "attrs": { "kernel_shape": [2, 2], "strides": [2, 2] }, |
| "inputs": { |
| "x": { "dtype": "float32", "shape": [1, 1, 2, 2], "data": { "kind": "values", "values": [1.0, 2.0, 3.0, 4.0] } }, |
| "indices": { "dtype": "uint32", "shape": [1, 1, 2, 2], "data": { "kind": "values", "values": [1, 3, 4, 6] } }, |
| "output_shape": { "dtype": "uint32", "shape": [4], "data": { "kind": "values", "values": [1, 1, 4, 4] } } |
| }, |
| "outputs": { "output": { "dtype": "float32", "shape": [1, 1, 4, 4], "tolerance": 0 } } |
| }, |
| { |
| "name": "ort_2d_without_output_shape_basic_indices", |
| "provenance": { |
| "source": "onnxruntime/test/providers/cpu/nn/unpool_op_test.cc", |
| "test": "UnpoolTest.MaxUnPool2D_Without_OutputShape" |
| }, |
| "attrs": { "kernel_shape": [2, 2], "strides": [2, 2] }, |
| "inputs": { |
| "x": { "dtype": "float32", "shape": [1, 1, 2, 2], "data": { "kind": "values", "values": [1.0, 2.0, 3.0, 4.0] } }, |
| "indices": { "dtype": "uint32", "shape": [1, 1, 2, 2], "data": { "kind": "values", "values": [1, 3, 4, 6] } } |
| }, |
| "outputs": { "output": { "dtype": "float32", "shape": [1, 1, 4, 4], "tolerance": 0 } } |
| }, |
| { |
| "name": "ort_2d_padding", |
| "attrs": { "kernel_shape": [2, 2], "strides": [2, 2], "pads": [1, 1, 0, 0] }, |
| "inputs": { |
| "x": { "dtype": "float32", "shape": [1, 1, 2, 2], "data": { "kind": "values", "values": [1.0, 2.0, 3.0, 4.0] } }, |
| "indices": { "dtype": "uint32", "shape": [1, 1, 2, 2], "data": { "kind": "values", "values": [1, 3, 4, 6] } } |
| }, |
| "outputs": { "output": { "dtype": "float32", "shape": [1, 1, 3, 3], "tolerance": 0 } }, |
| "provenance": { |
| "source": "onnxruntime/test/providers/cpu/nn/unpool_op_test.cc", |
| "test": "UnpoolTest.MaxUnPool2D_Padding" |
| } |
| }, |
| { |
| "name": "ort_3d_with_output_shape_center_value", |
| "attrs": { "kernel_shape": [2, 2, 2], "strides": [2, 2, 2] }, |
| "inputs": { |
| "x": { "dtype": "float32", "shape": [1, 1, 1, 1, 1], "data": { "kind": "values", "values": [3.0] } }, |
| "indices": { "dtype": "uint32", "shape": [1, 1, 1, 1, 1], "data": { "kind": "values", "values": [13] } }, |
| "output_shape": { "dtype": "uint32", "shape": [5], "data": { "kind": "values", "values": [1, 1, 3, 3, 3] } } |
| }, |
| "outputs": { "output": { "dtype": "float32", "shape": [1, 1, 3, 3, 3], "tolerance": 0 } }, |
| "provenance": { |
| "source": "onnxruntime/test/providers/cpu/nn/unpool_op_test.cc", |
| "test": "UnpoolTest.MaxUnPool3D_WithOutputShape" |
| } |
| }, |
| { |
| "name": "ort_3d_with_output_shape_full", |
| "provenance": { |
| "source": "onnxruntime/test/providers/cpu/nn/unpool_op_test.cc", |
| "test": "UnpoolTest.MaxUnPool3D" |
| }, |
| "attrs": { "kernel_shape": [2, 2, 2], "strides": [2, 2, 2] }, |
| "inputs": { |
| "x": { |
| "dtype": "float32", |
| "shape": [1, 1, 2, 2, 2], |
| "data": { "kind": "values", "values": [1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0] } |
| }, |
| "indices": { |
| "dtype": "uint32", |
| "shape": [1, 1, 2, 2, 2], |
| "data": { "kind": "values", "values": [1, 3, 24, 30, 32, 38, 60, 62] } |
| }, |
| "output_shape": { "dtype": "uint32", "shape": [5], "data": { "kind": "values", "values": [1, 1, 4, 4, 4] } } |
| }, |
| "outputs": { "output": { "dtype": "float32", "shape": [1, 1, 4, 4, 4], "tolerance": 0 } } |
| }, |
| { |
| "name": "ort_default_strides_1d", |
| "attrs": { "kernel_shape": [2] }, |
| "inputs": { |
| "x": { "dtype": "float32", "shape": [1, 1, 4], "data": { "kind": "values", "values": [1.0, 2.0, 4.0, 8.0] } }, |
| "indices": { "dtype": "uint32", "shape": [1, 1, 4], "data": { "kind": "values", "values": [1, 2, 3, 4] } } |
| }, |
| "outputs": { "output": { "dtype": "float32", "shape": [1, 1, 5], "tolerance": 0 } }, |
| "provenance": { |
| "source": "onnxruntime/test/providers/cpu/nn/unpool_op_test.cc", |
| "test": "UnpoolTest.MaxUnpool_DefaultStrides" |
| } |
| }, |
| { |
| "name": "ort_1d_padding", |
| "provenance": { |
| "source": "onnxruntime/test/providers/cpu/nn/unpool_op_test.cc", |
| "test": "UnpoolTest.MaxUnPool1D_Padding" |
| }, |
| "attrs": { "kernel_shape": [2], "strides": [2], "pads": [1, 0] }, |
| "inputs": { |
| "x": { "dtype": "float32", "shape": [1, 1, 4], "data": { "kind": "values", "values": [1.0, 2.0, 3.0, 4.0] } }, |
| "indices": { "dtype": "uint32", "shape": [1, 1, 4], "data": { "kind": "values", "values": [1, 3, 4, 6] } } |
| }, |
| "outputs": { "output": { "dtype": "float32", "shape": [1, 1, 7], "tolerance": 0 } } |
| }, |
| { |
| "name": "ort_2d_with_output_shape_5x5", |
| "provenance": { |
| "source": "onnxruntime/test/providers/cpu/nn/unpool_op_test.cc", |
| "test": "UnpoolTest.MaxUnPool2D_WithOutputShape" |
| }, |
| "attrs": { "kernel_shape": [2, 2], "strides": [2, 2] }, |
| "inputs": { |
| "x": { "dtype": "float32", "shape": [1, 1, 2, 2], "data": { "kind": "values", "values": [1.0, 2.0, 3.0, 4.0] } }, |
| "indices": { "dtype": "uint32", "shape": [1, 1, 2, 2], "data": { "kind": "values", "values": [1, 3, 10, 12] } }, |
| "output_shape": { "dtype": "uint32", "shape": [4], "data": { "kind": "values", "values": [1, 1, 5, 5] } } |
| }, |
| "outputs": { "output": { "dtype": "float32", "shape": [1, 1, 5, 5], "tolerance": 0 } } |
| }, |
| { |
| "name": "ort_3d_without_output_shape_full", |
| "provenance": { |
| "source": "onnxruntime/test/providers/cpu/nn/unpool_op_test.cc", |
| "test": "UnpoolTest.MaxUnPool3D_Without_OutputShape" |
| }, |
| "attrs": { "kernel_shape": [2, 2, 2], "strides": [2, 2, 2] }, |
| "inputs": { |
| "x": { |
| "dtype": "float32", |
| "shape": [1, 1, 2, 2, 2], |
| "data": { "kind": "values", "values": [1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0] } |
| }, |
| "indices": { |
| "dtype": "uint32", |
| "shape": [1, 1, 2, 2, 2], |
| "data": { "kind": "values", "values": [1, 3, 24, 30, 32, 38, 60, 62] } |
| } |
| }, |
| "outputs": { "output": { "dtype": "float32", "shape": [1, 1, 4, 4, 4], "tolerance": 0 } } |
| }, |
| { |
| "name": "ort_3d_padding", |
| "provenance": { |
| "source": "onnxruntime/test/providers/cpu/nn/unpool_op_test.cc", |
| "test": "UnpoolTest.MaxUnPool3D_Padding" |
| }, |
| "attrs": { "kernel_shape": [2, 2, 2], "strides": [2, 2, 2], "pads": [0, 1, 1, 0, 0, 0] }, |
| "inputs": { |
| "x": { |
| "dtype": "float32", |
| "shape": [1, 1, 1, 2, 2], |
| "data": { "kind": "values", "values": [1.0, 2.0, 3.0, 4.0] } |
| }, |
| "indices": { |
| "dtype": "uint32", |
| "shape": [1, 1, 1, 2, 2], |
| "data": { "kind": "values", "values": [1, 4, 8, 12] } |
| } |
| }, |
| "outputs": { "output": { "dtype": "float32", "shape": [1, 1, 2, 3, 3], "tolerance": 0 } } |
| }, |
| { |
| "name": "empty_input_zero_dim", |
| "attrs": { "kernel_shape": [2, 2], "strides": [2, 2] }, |
| "inputs": { |
| "x": { "dtype": "float32", "shape": [0, 1, 2, 2], "data": { "kind": "values", "values": [] } }, |
| "indices": { "dtype": "uint32", "shape": [0, 1, 2, 2], "data": { "kind": "values", "values": [] } } |
| }, |
| "outputs": { "output": { "dtype": "float32", "shape": [0, 1, 4, 4], "tolerance": 0 } } |
| }, |
| { |
| "name": "ort_caseB_empty", |
| "attrs": { "kernel_shape": [2] }, |
| "inputs": { |
| "x": { "dtype": "float32", "shape": [1, 1, 0], "data": { "kind": "values", "values": [] } }, |
| "indices": { "dtype": "uint32", "shape": [1, 1, 0], "data": { "kind": "values", "values": [] } } |
| }, |
| "outputs": { |
| "output": { |
| "dtype": "float32", |
| "shape": [1, 1, 1], |
| "data": { "kind": "values", "values": [0.0] }, |
| "tolerance": 0.001 |
| } |
| } |
| }, |
| { |
| "name": "segdecoder_f16_2ch_dense_2x_unpool", |
| "attrs": { "kernel_shape": [2, 2], "strides": [2, 2] }, |
| "inputs": { |
| "x": { |
| "dtype": "float16", |
| "shape": [1, 2, 4, 4], |
| "data": { |
| "kind": "values", |
| "values": [-2.0, -1.75, -1.5, -1.25, -1.0, -0.75, -0.5, -0.25, 0.0, 0.25, 0.5, 0.75, 1.0, 1.25, 1.5, 1.75, -2.0, -1.75, -1.5, -1.25, -1.0, -0.75, -0.5, -0.25, 0.0, 0.25, 0.5, 0.75, 1.0, 1.25, 1.5, 1.75] |
| } |
| }, |
| "indices": { |
| "dtype": "uint32", |
| "shape": [1, 2, 4, 4], |
| "data": { |
| "kind": "values", |
| "values": [0, 2, 4, 6, 16, 18, 20, 22, 32, 34, 36, 38, 48, 50, 52, 54, 64, 66, 68, 70, 80, 82, 84, 86, 96, 98, 100, 102, 112, 114, 116, 118] |
| } |
| } |
| }, |
| "outputs": { "output": { "dtype": "float16", "shape": [1, 2, 8, 8], "tolerance": 0.001 } } |
| }, |
| { |
| "name": "multichannel_3ch_with_output_shape_input_f32", |
| "attrs": { "kernel_shape": [2, 2], "strides": [2, 2] }, |
| "inputs": { |
| "x": { |
| "dtype": "float32", |
| "shape": [1, 3, 4, 4], |
| "data": { |
| "kind": "values", |
| "values": [1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0, 12.0, 13.0, 14.0, 15.0, 16.0, 17.0, 18.0, 19.0, 20.0, 21.0, 22.0, 23.0, 24.0, 25.0, 26.0, 27.0, 28.0, 29.0, 30.0, 31.0, 32.0, 33.0, 34.0, 35.0, 36.0, 37.0, 38.0, 39.0, 40.0, 41.0, 42.0, 43.0, 44.0, 45.0, 46.0, 47.0, 48.0] |
| } |
| }, |
| "indices": { |
| "dtype": "uint32", |
| "shape": [1, 3, 4, 4], |
| "data": { |
| "kind": "values", |
| "values": [0, 2, 4, 6, 16, 18, 20, 22, 32, 34, 36, 38, 48, 50, 52, 54, 64, 66, 68, 70, 80, 82, 84, 86, 96, 98, 100, 102, 112, 114, 116, 118, 128, 130, 132, 134, 144, 146, 148, 150, 160, 162, 164, 166, 176, 178, 180, 182] |
| } |
| }, |
| "output_shape": { "dtype": "uint32", "shape": [4], "data": { "kind": "values", "values": [1, 3, 8, 8] } } |
| }, |
| "outputs": { "output": { "dtype": "float32", "shape": [1, 3, 8, 8], "tolerance": 0 } } |
| }, |
| { |
| "name": "f16_with_output_shape_input_nonpow2_5x5", |
| "attrs": { "kernel_shape": [2, 2], "strides": [2, 2] }, |
| "inputs": { |
| "x": { "dtype": "float16", "shape": [1, 1, 2, 2], "data": { "kind": "values", "values": [1.5, 2.5, 3.5, 4.5] } }, |
| "indices": { "dtype": "uint32", "shape": [1, 1, 2, 2], "data": { "kind": "values", "values": [0, 2, 10, 24] } }, |
| "output_shape": { "dtype": "uint32", "shape": [4], "data": { "kind": "values", "values": [1, 1, 5, 5] } } |
| }, |
| "outputs": { "output": { "dtype": "float16", "shape": [1, 1, 5, 5], "tolerance": 0.001 } } |
| }, |
| { |
| "name": "oob_index_boundary_drop_f32", |
| "attrs": { "kernel_shape": [2, 2], "strides": [2, 2] }, |
| "inputs": { |
| "x": { "dtype": "float32", "shape": [1, 1, 2, 2], "data": { "kind": "values", "values": [1.0, 2.0, 3.0, 4.0] } }, |
| "indices": { "dtype": "uint32", "shape": [1, 1, 2, 2], "data": { "kind": "values", "values": [0, 15, 16, 7] } } |
| }, |
| "outputs": { |
| "output": { |
| "dtype": "float32", |
| "shape": [1, 1, 4, 4], |
| "tolerance": 0, |
| "data": { |
| "kind": "values", |
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| } |
| } |
| } |
| }, |
| { |
| "name": "output_shape_zero_spatial_dim", |
| "attrs": { "kernel_shape": [2, 2], "strides": [2, 2] }, |
| "inputs": { |
| "x": { "dtype": "float32", "shape": [1, 1, 0, 2], "data": { "kind": "values", "values": [] } }, |
| "indices": { "dtype": "uint32", "shape": [1, 1, 0, 2], "data": { "kind": "values", "values": [] } }, |
| "output_shape": { "dtype": "uint32", "shape": [4], "data": { "kind": "values", "values": [1, 1, 0, 4] } } |
| }, |
| "outputs": { |
| "output": { |
| "dtype": "float32", |
| "shape": [1, 1, 0, 4], |
| "tolerance": 0, |
| "data": { "kind": "values", "values": [] } |
| } |
| } |
| }, |
| { |
| "name": "f16_index_at_last_valid_slot", |
| "attrs": { "kernel_shape": [2, 2], "strides": [2, 2] }, |
| "inputs": { |
| "x": { "dtype": "float16", "shape": [1, 1, 2, 2], "data": { "kind": "values", "values": [1.5, 2.5, 3.5, 4.5] } }, |
| "indices": { "dtype": "uint32", "shape": [1, 1, 2, 2], "data": { "kind": "values", "values": [0, 8, 7, 15] } } |
| }, |
| "outputs": { |
| "output": { |
| "dtype": "float16", |
| "shape": [1, 1, 4, 4], |
| "tolerance": 0, |
| "data": { |
| "kind": "values", |
| "values": [1.5, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 3.5, 2.5, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4.5] |
| } |
| } |
| } |
| }, |
| { |
| "name": "all_indices_oob_output_all_zeros", |
| "attrs": { "kernel_shape": [2, 2], "strides": [2, 2] }, |
| "inputs": { |
| "x": { "dtype": "float32", "shape": [1, 1, 2, 2], "data": { "kind": "values", "values": [1.0, 2.0, 3.0, 4.0] } }, |
| "indices": { |
| "dtype": "uint32", |
| "shape": [1, 1, 2, 2], |
| "data": { "kind": "values", "values": [16, 17, 18, 19] } |
| } |
| }, |
| "outputs": { |
| "output": { |
| "dtype": "float32", |
| "shape": [1, 1, 4, 4], |
| "tolerance": 0, |
| "data": { |
| "kind": "values", |
| "values": [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0] |
| } |
| } |
| } |
| } |
| ] |
| } |
|
|
