diff options
Diffstat (limited to 'frameworks/tflite/operators/resize_bilinear_1x4x4x4_qi8')
5 files changed, 915 insertions, 0 deletions
diff --git a/frameworks/tflite/operators/resize_bilinear_1x4x4x4_qi8/Conformance-TosaOutput_0.json b/frameworks/tflite/operators/resize_bilinear_1x4x4x4_qi8/Conformance-TosaOutput_0.json new file mode 100644 index 000000000..9362a41e5 --- /dev/null +++ b/frameworks/tflite/operators/resize_bilinear_1x4x4x4_qi8/Conformance-TosaOutput_0.json @@ -0,0 +1,407 @@ +{ + "type": "int32", + "data": [ + [ + [ + [ + 40, + 105, + 77, + -128 + ], + [ + 33, + 104, + 26, + -89 + ], + [ + 19, + 103, + -77, + -10 + ], + [ + 1, + 51, + -92, + 0 + ], + [ + -22, + -52, + -19, + -59 + ], + [ + -42, + -108, + 43, + -66 + ], + [ + -59, + -119, + 96, + -22 + ], + [ + -68, + -124, + 122, + 0 + ] + ], + [ + [ + 34, + 69, + 65, + -125 + ], + [ + 24, + 71, + 22, + -96 + ], + [ + 5, + 75, + -62, + -37 + ], + [ + -3, + 35, + -75, + -15 + ], + [ + 1, + -50, + -16, + -28 + ], + [ + -12, + -98, + 39, + -23 + ], + [ + -42, + -110, + 90, + -2 + ], + [ + -57, + -115, + 115, + 9 + ] + ], + [ + [ + 22, + -4, + 40, + -120 + ], + [ + 7, + 4, + 16, + -110 + ], + [ + -24, + 20, + -32, + -92 + ], + [ + -11, + 3, + -41, + -44 + ], + [ + 47, + -47, + -10, + 34 + ], + [ + 48, + -78, + 29, + 62 + ], + [ + -7, + -91, + 78, + 39 + ], + [ + -34, + -98, + 102, + 27 + ] + ], + [ + [ + 28, + -5, + -7, + -118 + ], + [ + 14, + -2, + -7, + -115 + ], + [ + -14, + 5, + -6, + -108 + ], + [ + 0, + -3, + -6, + -56 + ], + [ + 55, + -28, + -9, + 41 + ], + [ + 52, + -45, + 11, + 75 + ], + [ + -10, + -54, + 52, + 46 + ], + [ + -40, + -59, + 73, + 31 + ] + ], + [ + [ + 53, + 64, + -76, + -120 + ], + [ + 47, + 53, + -45, + -108 + ], + [ + 37, + 32, + 18, + -85 + ], + [ + 30, + 16, + 29, + -52 + ], + [ + 26, + 5, + -12, + -8 + ], + [ + -1, + 0, + -17, + 16 + ], + [ + -51, + 1, + 13, + 19 + ], + [ + -75, + 2, + 28, + 21 + ] + ], + [ + [ + 24, + 104, + -62, + -63 + ], + [ + 26, + 77, + -37, + -58 + ], + [ + 29, + 23, + 12, + -47 + ], + [ + 26, + 5, + 24, + -29 + ], + [ + 16, + 21, + 0, + -5 + ], + [ + -13, + 24, + -8, + 5 + ], + [ + -61, + 12, + 1, + -1 + ], + [ + -85, + 7, + 6, + -4 + ] + ], + [ + [ + -58, + 115, + 36, + 53 + ], + [ + -51, + 70, + 16, + 38 + ], + [ + -36, + -20, + -23, + 7 + ], + [ + -10, + -36, + -20, + 12 + ], + [ + 26, + 22, + 28, + 51 + ], + [ + 16, + 27, + 40, + 42 + ], + [ + -40, + -21, + 16, + -15 + ], + [ + -68, + -44, + 5, + -43 + ] + ], + [ + [ + -99, + 120, + 85, + 111 + ], + [ + -89, + 66, + 43, + 86 + ], + [ + -68, + -41, + -41, + 35 + ], + [ + -28, + -56, + -41, + 32 + ], + [ + 31, + 23, + 42, + 79 + ], + [ + 31, + 29, + 63, + 61 + ], + [ + -30, + -37, + 24, + -22 + ], + [ + -60, + -70, + 4, + -63 + ] + ] + ] + ] +}
\ No newline at end of file diff --git a/frameworks/tflite/operators/resize_bilinear_1x4x4x4_qi8/desc.json b/frameworks/tflite/operators/resize_bilinear_1x4x4x4_qi8/desc.json new file mode 100644 index 000000000..ba69705bf --- /dev/null +++ b/frameworks/tflite/operators/resize_bilinear_1x4x4x4_qi8/desc.json @@ -0,0 +1,19 @@ +{ + "tosa_file": "test_resize_bilinear_1x4x4x4_qi8.json", + "ifm_name": [ + "TosaInput_0" + ], + "ifm_file": [ + "placeholder_0.npy" + ], + "ofm_name": [ + "TosaOutput_0" + ], + "ofm_file": [ + "output_0.npy" + ], + "expected_failure": false, + "expected_result_file": [ + "Conformance-TosaOutput_0.npy" + ] +}
\ No newline at end of file diff --git a/frameworks/tflite/operators/resize_bilinear_1x4x4x4_qi8/model-tflite.json b/frameworks/tflite/operators/resize_bilinear_1x4x4x4_qi8/model-tflite.json new file mode 100644 index 000000000..e651b34c8 --- /dev/null +++ b/frameworks/tflite/operators/resize_bilinear_1x4x4x4_qi8/model-tflite.json @@ -0,0 +1,259 @@ +{ + version: 3, + operator_codes: [ + { + deprecated_builtin_code: 23, + version: 3, + builtin_code: "RESIZE_BILINEAR" + } + ], + subgraphs: [ + { + tensors: [ + { + shape: [ + 1, + 4, + 4, + 4 + ], + type: "INT8", + buffer: 1, + name: "serving_default_placeholder_0:0", + quantization: { + scale: [ + 0.015684 + ], + zero_point: [ + 0 + ], + details_type: "NONE", + quantized_dimension: 0 + }, + is_variable: false + }, + { + shape: [ + 2 + ], + type: "INT32", + buffer: 2, + name: "resize/size", + quantization: { + details_type: "NONE", + quantized_dimension: 0 + }, + is_variable: false + }, + { + shape: [ + 1, + 8, + 8, + 4 + ], + type: "INT8", + buffer: 3, + name: "PartitionedCall:0", + quantization: { + scale: [ + 0.015684 + ], + zero_point: [ + 0 + ], + details_type: "NONE", + quantized_dimension: 0 + }, + is_variable: false + } + ], + inputs: [ + 0 + ], + outputs: [ + 2 + ], + operators: [ + { + opcode_index: 0, + inputs: [ + 0, + 1 + ], + outputs: [ + 2 + ], + builtin_options_type: "ResizeBilinearOptions", + builtin_options: { + align_corners: false, + half_pixel_centers: true + }, + custom_options_format: "FLEXBUFFERS" + } + ], + name: "main" + } + ], + description: "MLIR Converted.", + buffers: [ + { + }, + { + }, + { + data: [ + 8, + 0, + 0, + 0, + 8, + 0, + 0, + 0 + ] + }, + { + }, + { + data: [ + 50, + 46, + 50, + 46, + 48, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0 + ] + }, + { + data: [ + 12, + 0, + 0, + 0, + 8, + 0, + 14, + 0, + 8, + 0, + 4, + 0, + 8, + 0, + 0, + 0, + 16, + 0, + 0, + 0, + 40, + 0, + 0, + 0, + 0, + 0, + 6, + 0, + 8, + 0, + 4, + 0, + 6, + 0, + 0, + 0, + 4, + 0, + 0, + 0, + 1, + 0, + 0, + 0, + 235, + 3, + 0, + 0, + 0, + 0, + 10, + 0, + 16, + 0, + 12, + 0, + 8, + 0, + 4, + 0, + 10, + 0, + 0, + 0, + 3, + 0, + 0, + 0, + 2, + 0, + 0, + 0, + 4, + 0, + 0, + 0, + 5, + 0, + 0, + 0, + 50, + 46, + 57, + 46, + 48, + 0, + 0, + 0 + ] + } + ], + metadata: [ + { + name: "min_runtime_version", + buffer: 4 + }, + { + name: "CONVERSION_METADATA", + buffer: 5 + } + ], + signature_defs: [ + { + inputs: [ + { + name: "placeholder_0", + tensor_index: 0 + } + ], + outputs: [ + { + name: "output_0", + tensor_index: 2 + } + ], + method_name: "serving_default", + subgraph_index: 0 + } + ] +} diff --git a/frameworks/tflite/operators/resize_bilinear_1x4x4x4_qi8/placeholder_0.json b/frameworks/tflite/operators/resize_bilinear_1x4x4x4_qi8/placeholder_0.json new file mode 100644 index 000000000..fd2006265 --- /dev/null +++ b/frameworks/tflite/operators/resize_bilinear_1x4x4x4_qi8/placeholder_0.json @@ -0,0 +1,111 @@ +{ + "type": "int32", + "data": [ + [ + [ + [ + 40, + 105, + 77, + -128 + ], + [ + 12, + 102, + -128, + 29 + ], + [ + -33, + -103, + 17, + -88 + ], + [ + -68, + -124, + 122, + 0 + ] + ], + [ + [ + 16, + -40, + 27, + -117 + ], + [ + -57, + 3, + -32, + -120 + ], + [ + 112, + -61, + 1, + 127 + ], + [ + -23, + -89, + 95, + 36 + ] + ], + [ + [ + 65, + 98, + -111, + -121 + ], + [ + 61, + 27, + 76, + -58 + ], + [ + -5, + 19, + -44, + -24 + ], + [ + -93, + 32, + 6, + 16 + ] + ], + [ + [ + -99, + 120, + 85, + 111 + ], + [ + -58, + -95, + -83, + 9 + ], + [ + 61, + 62, + 83, + 102 + ], + [ + -60, + -70, + 4, + -63 + ] + ] + ] + ] +}
\ No newline at end of file diff --git a/frameworks/tflite/operators/resize_bilinear_1x4x4x4_qi8/test_resize_bilinear_1x4x4x4_qi8.json b/frameworks/tflite/operators/resize_bilinear_1x4x4x4_qi8/test_resize_bilinear_1x4x4x4_qi8.json new file mode 100644 index 000000000..ba109037c --- /dev/null +++ b/frameworks/tflite/operators/resize_bilinear_1x4x4x4_qi8/test_resize_bilinear_1x4x4x4_qi8.json @@ -0,0 +1,119 @@ +{ + version: { + _major: 0, + _minor: 30, + _patch: 0, + _draft: false + }, + blocks: [ + { + name: "main", + operators: [ + { + op: "RESIZE", + attribute_type: "ResizeAttribute", + attribute: { + output_size: [ + 8, + 8 + ], + stride: [ + 512, + 512 + ], + offset: [ + -256, + -256 + ], + shift: 10, + stride_fp: [ + 0.0, + 0.0 + ], + offset_fp: [ + 0.0, + 0.0 + ], + mode: "BILINEAR" + }, + inputs: [ + "TosaInput_0" + ], + outputs: [ + "layer_0" + ] + }, + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: 0, + output_zp: 0, + multiplier: [ + 1073741824 + ], + shift: [ + 50 + ], + scale32: true, + double_round: false, + per_channel: false + }, + inputs: [ + "layer_0" + ], + outputs: [ + "TosaOutput_0" + ] + } + ], + tensors: [ + { + name: "TosaInput_0", + shape: [ + 1, + 4, + 4, + 4 + ], + type: "INT8", + data: [ + + ] + }, + { + name: "TosaOutput_0", + shape: [ + 1, + 8, + 8, + 4 + ], + type: "INT8", + data: [ + + ] + }, + { + name: "layer_0", + shape: [ + 1, + 8, + 8, + 4 + ], + type: "INT32", + data: [ + + ] + } + ], + inputs: [ + "TosaInput_0" + ], + outputs: [ + "TosaOutput_0" + ] + } + ] +} |