diff options
Diffstat (limited to 'frameworks/tflite/operators/conv_2d_tanh_3x3_1x7x7x9_qi8')
5 files changed, 5790 insertions, 0 deletions
diff --git a/frameworks/tflite/operators/conv_2d_tanh_3x3_1x7x7x9_qi8/Conformance-TosaOutput_0.json b/frameworks/tflite/operators/conv_2d_tanh_3x3_1x7x7x9_qi8/Conformance-TosaOutput_0.json new file mode 100644 index 000000000..2fb519e64 --- /dev/null +++ b/frameworks/tflite/operators/conv_2d_tanh_3x3_1x7x7x9_qi8/Conformance-TosaOutput_0.json @@ -0,0 +1,1001 @@ +{ + "type": "int32", + "data": [ + [ + [ + [ + -86, + 126, + -124, + 107, + -128, + 127, + 126, + -128, + 127, + -126, + -128, + 127, + 127, + 127, + -128, + 127, + -124, + -128 + ], + [ + 127, + -128, + 49, + -128, + 127, + 127, + -128, + 124, + 127, + 127, + -128, + -128, + -128, + -128, + 127, + -124, + 127, + -128 + ], + [ + 127, + -128, + -128, + -107, + -128, + -118, + -128, + -128, + 127, + -49, + -128, + -128, + 127, + -128, + 127, + 127, + 127, + -128 + ], + [ + 127, + 127, + 127, + 0, + -128, + -128, + 127, + -128, + 127, + 127, + 127, + 107, + -126, + 127, + -128, + 127, + 127, + 49 + ], + [ + 127, + -128, + 127, + 127, + -128, + -128, + -128, + -128, + 126, + -128, + -128, + -128, + 127, + -128, + 127, + -128, + -128, + -128 + ], + [ + 118, + -128, + 127, + 127, + -128, + 127, + 107, + 127, + -128, + -128, + 127, + -128, + 127, + 127, + 49, + -124, + 107, + 127 + ], + [ + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + -128, + 127, + -128, + 127, + 127, + -49, + -128, + -128, + 127, + 0 + ] + ], + [ + [ + -128, + 124, + -128, + 0, + -128, + -128, + -86, + -128, + -128, + -128, + 127, + 127, + -128, + -49, + -128, + -128, + -86, + 127 + ], + [ + -128, + 118, + -118, + 127, + 118, + -128, + -118, + -128, + 127, + -128, + -126, + -126, + 127, + 127, + 127, + 127, + -128, + -128 + ], + [ + -128, + -128, + -86, + 127, + 127, + 127, + -128, + -128, + -128, + 127, + 127, + 127, + -128, + -128, + 127, + -128, + -128, + -128 + ], + [ + -49, + -128, + -128, + 127, + -126, + 127, + 107, + -128, + -128, + 124, + -128, + 127, + -128, + 127, + 127, + -86, + 0, + 127 + ], + [ + -128, + -128, + -128, + -128, + -128, + -86, + 127, + 0, + 126, + 127, + -126, + 127, + -128, + 127, + 126, + 127, + 127, + -128 + ], + [ + -128, + -126, + 127, + -128, + 127, + -86, + -127, + 118, + 127, + 127, + -128, + 124, + -128, + 127, + 127, + -49, + 127, + 127 + ], + [ + 127, + -128, + -128, + -126, + 86, + 127, + -127, + -128, + 127, + -128, + 107, + 127, + -128, + 0, + 127, + -49, + -128, + -128 + ] + ], + [ + [ + -128, + -107, + -128, + -128, + 127, + 127, + 127, + -128, + -128, + -49, + -124, + 127, + 127, + -128, + -127, + 127, + 127, + -128 + ], + [ + -128, + 127, + 127, + 127, + 127, + 127, + 127, + -128, + 127, + 127, + 127, + -127, + -128, + 127, + -128, + 86, + -126, + -128 + ], + [ + 127, + 127, + 127, + -128, + -128, + 127, + -128, + 127, + 127, + -124, + -128, + -128, + 127, + -128, + 127, + -128, + -128, + -128 + ], + [ + 127, + 86, + -128, + -128, + 127, + -128, + 127, + 127, + 127, + 127, + 127, + -128, + -128, + -128, + -128, + 127, + 127, + 127 + ], + [ + -124, + 127, + 127, + -128, + -128, + 127, + 127, + 127, + -107, + 126, + 127, + 127, + -128, + 127, + 127, + -128, + -128, + -128 + ], + [ + 124, + -128, + 127, + -128, + -128, + 127, + 127, + -124, + -128, + 127, + 124, + -124, + -128, + -128, + 127, + -128, + 107, + 127 + ], + [ + 127, + -128, + 49, + -128, + -128, + 127, + -126, + 127, + -126, + -107, + -49, + 127, + -128, + -124, + 127, + 126, + -126, + -128 + ] + ], + [ + [ + -49, + -128, + -128, + 107, + -128, + 127, + -128, + -128, + 127, + -128, + -128, + -128, + -128, + 127, + -128, + -128, + 127, + 127 + ], + [ + 127, + -128, + -128, + 127, + -128, + -128, + 118, + -128, + -128, + -128, + -128, + -107, + -128, + 127, + 127, + -128, + 127, + 127 + ], + [ + -128, + 127, + 127, + 86, + -128, + -128, + -128, + 127, + -128, + 127, + -128, + 127, + -128, + 127, + -128, + -128, + 127, + -128 + ], + [ + -49, + -128, + 127, + 86, + 0, + -128, + -128, + -49, + -128, + 127, + -49, + -128, + -128, + -128, + 127, + 127, + 127, + -128 + ], + [ + 127, + -128, + 127, + -107, + -128, + 127, + 127, + -128, + 127, + 49, + -128, + -128, + 127, + -128, + -118, + -128, + -128, + 49 + ], + [ + -107, + 127, + 127, + 126, + -128, + -126, + 127, + 127, + -128, + -128, + 49, + -128, + 127, + 127, + 127, + 127, + -126, + 49 + ], + [ + -126, + 127, + 127, + -128, + 127, + 127, + -128, + -128, + 107, + -124, + 127, + 127, + -126, + 127, + 86, + -126, + 127, + -127 + ] + ], + [ + [ + 127, + 0, + 127, + 107, + 127, + 127, + 127, + -49, + 127, + -128, + 127, + -128, + 127, + -128, + -128, + -128, + -128, + 127 + ], + [ + -128, + 49, + 0, + 127, + 107, + -128, + 107, + 127, + -128, + 127, + -128, + 127, + -128, + -128, + -128, + 127, + 127, + -128 + ], + [ + -128, + 127, + -128, + 118, + -128, + -128, + -128, + -128, + -128, + -128, + -128, + -128, + 124, + -128, + 124, + -128, + -128, + 127 + ], + [ + -128, + 118, + -128, + 127, + 127, + -128, + -127, + 127, + 86, + -128, + -127, + 126, + 0, + -128, + -128, + 127, + -128, + 127 + ], + [ + 127, + -128, + -128, + -128, + 124, + -124, + 127, + -128, + 127, + 127, + 127, + -128, + -128, + -128, + 124, + -128, + 127, + 127 + ], + [ + -128, + 127, + -118, + 127, + -128, + -86, + 124, + -128, + 49, + 127, + -128, + 127, + -128, + 127, + 127, + -127, + 118, + 107 + ], + [ + 126, + 127, + -124, + -128, + 127, + 127, + -128, + -128, + -128, + 127, + -128, + 127, + -128, + -128, + 127, + -128, + 127, + 49 + ] + ], + [ + [ + -128, + 127, + -128, + 127, + -128, + -128, + 86, + -128, + 127, + -118, + -128, + -128, + 127, + -128, + -128, + 127, + 127, + -107 + ], + [ + -49, + -128, + -49, + -118, + 127, + 127, + -128, + -128, + -49, + -128, + 127, + -86, + -128, + 86, + -128, + 107, + -126, + 124 + ], + [ + 127, + -128, + -128, + -128, + 127, + 127, + -86, + 127, + -118, + 127, + 127, + -128, + 127, + 127, + 127, + 0, + 127, + -128 + ], + [ + 118, + -128, + 127, + 127, + 127, + 127, + -128, + -128, + 127, + -107, + -128, + 127, + -128, + 127, + -128, + -128, + 127, + 49 + ], + [ + 127, + 127, + 127, + -128, + -128, + -128, + 127, + -128, + -128, + 127, + 127, + -128, + 127, + -128, + -128, + 126, + -107, + 127 + ], + [ + 127, + -128, + -49, + -128, + 127, + 127, + -128, + 127, + 127, + -128, + 86, + 107, + -128, + 107, + -128, + -118, + -128, + 107 + ], + [ + 118, + -126, + -128, + -128, + -128, + -128, + 127, + 127, + 118, + 127, + -49, + 126, + 127, + -128, + 127, + 127, + 127, + -128 + ] + ], + [ + [ + -127, + -124, + 127, + 127, + 127, + 107, + 127, + -49, + -126, + -128, + 127, + -126, + -128, + 127, + -49, + 49, + 107, + 118 + ], + [ + 127, + 127, + 118, + -128, + 127, + 127, + -128, + -128, + 126, + 127, + 127, + 127, + -128, + -127, + -107, + -128, + 127, + -128 + ], + [ + -128, + 127, + -128, + 127, + 127, + -128, + -128, + 127, + 127, + 127, + 86, + -128, + 127, + 49, + -107, + 127, + 0, + -127 + ], + [ + 0, + -128, + 127, + -128, + 127, + 127, + -128, + -128, + -128, + -128, + -128, + -128, + 118, + 127, + 127, + 127, + -128, + 127 + ], + [ + -128, + 0, + -128, + -128, + 127, + -126, + -128, + -128, + -128, + -128, + 127, + -107, + 118, + 107, + 127, + 127, + 49, + -128 + ], + [ + 127, + 127, + 127, + -128, + 127, + -128, + -128, + -128, + 127, + -128, + -128, + -49, + -124, + 127, + 127, + 107, + -128, + -128 + ], + [ + -49, + -128, + 127, + -128, + 126, + -128, + -128, + 107, + -128, + 127, + 126, + -128, + 127, + 127, + -118, + -86, + 127, + -128 + ] + ] + ] + ] +}
\ No newline at end of file diff --git a/frameworks/tflite/operators/conv_2d_tanh_3x3_1x7x7x9_qi8/desc.json b/frameworks/tflite/operators/conv_2d_tanh_3x3_1x7x7x9_qi8/desc.json new file mode 100644 index 000000000..0ec4d4b67 --- /dev/null +++ b/frameworks/tflite/operators/conv_2d_tanh_3x3_1x7x7x9_qi8/desc.json @@ -0,0 +1,19 @@ +{ + "tosa_file": "test_conv2d_tanh_3x3_1x7x7x9_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/conv_2d_tanh_3x3_1x7x7x9_qi8/model-tflite.json b/frameworks/tflite/operators/conv_2d_tanh_3x3_1x7x7x9_qi8/model-tflite.json new file mode 100644 index 000000000..19f793fab --- /dev/null +++ b/frameworks/tflite/operators/conv_2d_tanh_3x3_1x7x7x9_qi8/model-tflite.json @@ -0,0 +1,1926 @@ +{ + version: 3, + operator_codes: [ + { + deprecated_builtin_code: 3, + version: 3, + builtin_code: "CONV_2D" + }, + { + deprecated_builtin_code: 28, + version: 2, + builtin_code: "TANH" + } + ], + subgraphs: [ + { + tensors: [ + { + shape: [ + 1, + 7, + 7, + 9 + ], + type: "INT8", + buffer: 1, + name: "serving_default_placeholder_0:0", + quantization: { + scale: [ + 0.015686 + ], + zero_point: [ + 0 + ], + details_type: "NONE", + quantized_dimension: 0 + }, + is_variable: false + }, + { + shape: [ + 18, + 3, + 3, + 9 + ], + type: "INT8", + buffer: 2, + name: "conv2d1", + quantization: { + scale: [ + 0.015688, + 0.015688, + 0.015606, + 0.015681, + 0.015601, + 0.015621, + 0.015652, + 0.015688, + 0.015716, + 0.015745, + 0.015709, + 0.015741, + 0.015679, + 0.015536, + 0.015666, + 0.015702, + 0.015643, + 0.01524 + ], + zero_point: [ + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0 + ], + details_type: "NONE", + quantized_dimension: 0 + }, + is_variable: false + }, + { + shape: [ + 18 + ], + type: "INT32", + buffer: 3, + name: "conv2d", + quantization: { + scale: [ + 0.000246, + 0.000246, + 0.000245, + 0.000246, + 0.000245, + 0.000245, + 0.000246, + 0.000246, + 0.000247, + 0.000247, + 0.000246, + 0.000247, + 0.000246, + 0.000244, + 0.000246, + 0.000246, + 0.000245, + 0.000239 + ], + zero_point: [ + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0 + ], + details_type: "NONE", + quantized_dimension: 0 + }, + is_variable: false + }, + { + shape: [ + 1, + 7, + 7, + 18 + ], + type: "INT8", + buffer: 4, + name: "conv2d2", + quantization: { + scale: [ + 0.40456 + ], + zero_point: [ + 0 + ], + details_type: "NONE", + quantized_dimension: 0 + }, + is_variable: false + }, + { + shape: [ + 1, + 7, + 7, + 18 + ], + type: "INT8", + buffer: 5, + name: "PartitionedCall:0", + quantization: { + scale: [ + 0.007812 + ], + zero_point: [ + 0 + ], + details_type: "NONE", + quantized_dimension: 0 + }, + is_variable: false + } + ], + inputs: [ + 0 + ], + outputs: [ + 4 + ], + operators: [ + { + opcode_index: 0, + inputs: [ + 0, + 1, + 2 + ], + outputs: [ + 3 + ], + builtin_options_type: "Conv2DOptions", + builtin_options: { + padding: "SAME", + stride_w: 1, + stride_h: 1, + fused_activation_function: "NONE", + dilation_w_factor: 1, + dilation_h_factor: 1 + }, + custom_options_format: "FLEXBUFFERS" + }, + { + opcode_index: 1, + inputs: [ + 3 + ], + outputs: [ + 4 + ], + builtin_options_type: "NONE", + custom_options_format: "FLEXBUFFERS" + } + ], + name: "main" + } + ], + description: "MLIR Converted.", + buffers: [ + { + }, + { + }, + { + data: [ + 239, + 96, + 209, + 191, + 17, + 103, + 35, + 190, + 13, + 67, + 151, + 138, + 124, + 230, + 229, + 244, + 207, + 48, + 16, + 218, + 184, + 210, + 157, + 168, + 127, + 8, + 243, + 239, + 139, + 62, + 249, + 222, + 50, + 51, + 247, + 210, + 2, + 224, + 118, + 193, + 57, + 110, + 27, + 70, + 5, + 242, + 175, + 227, + 1, + 162, + 63, + 248, + 152, + 178, + 239, + 51, + 70, + 28, + 93, + 91, + 247, + 214, + 78, + 79, + 110, + 35, + 174, + 188, + 169, + 138, + 66, + 70, + 227, + 153, + 168, + 21, + 13, + 141, + 130, + 78, + 0, + 175, + 179, + 215, + 218, + 13, + 204, + 204, + 134, + 190, + 77, + 103, + 183, + 156, + 174, + 8, + 104, + 14, + 67, + 177, + 167, + 23, + 243, + 162, + 255, + 145, + 229, + 11, + 35, + 64, + 246, + 34, + 138, + 41, + 198, + 27, + 3, + 104, + 246, + 186, + 59, + 73, + 21, + 107, + 223, + 190, + 109, + 59, + 38, + 237, + 67, + 144, + 247, + 46, + 127, + 146, + 225, + 152, + 40, + 240, + 23, + 190, + 9, + 16, + 248, + 240, + 24, + 64, + 248, + 196, + 248, + 27, + 180, + 172, + 42, + 22, + 206, + 78, + 162, + 104, + 214, + 229, + 212, + 237, + 88, + 141, + 11, + 63, + 82, + 15, + 164, + 12, + 242, + 56, + 182, + 250, + 81, + 200, + 54, + 118, + 194, + 56, + 72, + 36, + 130, + 208, + 7, + 58, + 134, + 237, + 12, + 95, + 114, + 24, + 15, + 239, + 129, + 41, + 54, + 221, + 202, + 183, + 236, + 109, + 0, + 119, + 22, + 58, + 18, + 227, + 187, + 123, + 233, + 77, + 61, + 160, + 163, + 44, + 237, + 41, + 39, + 21, + 163, + 154, + 2, + 48, + 204, + 175, + 139, + 9, + 203, + 106, + 33, + 176, + 177, + 195, + 145, + 96, + 175, + 165, + 137, + 98, + 238, + 56, + 33, + 218, + 114, + 229, + 164, + 15, + 179, + 146, + 181, + 180, + 86, + 190, + 92, + 81, + 36, + 239, + 94, + 212, + 171, + 59, + 168, + 10, + 49, + 247, + 30, + 51, + 145, + 104, + 143, + 2, + 67, + 211, + 224, + 61, + 56, + 251, + 172, + 248, + 196, + 77, + 70, + 62, + 189, + 11, + 129, + 49, + 160, + 37, + 86, + 23, + 59, + 6, + 59, + 148, + 9, + 96, + 197, + 247, + 200, + 216, + 220, + 113, + 107, + 88, + 88, + 122, + 254, + 209, + 43, + 39, + 157, + 148, + 11, + 255, + 207, + 13, + 190, + 175, + 245, + 185, + 153, + 45, + 215, + 132, + 130, + 127, + 64, + 65, + 234, + 92, + 255, + 39, + 24, + 39, + 79, + 16, + 164, + 194, + 229, + 122, + 166, + 28, + 186, + 75, + 112, + 168, + 101, + 191, + 72, + 144, + 10, + 143, + 224, + 23, + 56, + 39, + 107, + 233, + 29, + 200, + 162, + 63, + 86, + 160, + 98, + 141, + 112, + 28, + 14, + 195, + 191, + 218, + 249, + 80, + 75, + 212, + 113, + 25, + 34, + 26, + 158, + 196, + 197, + 185, + 5, + 127, + 10, + 17, + 148, + 215, + 37, + 180, + 135, + 169, + 33, + 126, + 154, + 102, + 32, + 244, + 32, + 48, + 104, + 43, + 218, + 114, + 194, + 140, + 101, + 28, + 66, + 37, + 110, + 72, + 153, + 220, + 22, + 232, + 200, + 208, + 246, + 37, + 222, + 240, + 147, + 237, + 133, + 131, + 33, + 181, + 129, + 177, + 95, + 143, + 151, + 2, + 210, + 247, + 23, + 28, + 230, + 201, + 191, + 223, + 92, + 195, + 187, + 223, + 126, + 193, + 220, + 7, + 250, + 217, + 158, + 213, + 132, + 113, + 21, + 221, + 201, + 234, + 90, + 208, + 244, + 99, + 91, + 191, + 74, + 235, + 93, + 247, + 101, + 96, + 140, + 138, + 239, + 179, + 15, + 120, + 228, + 0, + 9, + 57, + 174, + 70, + 242, + 159, + 209, + 143, + 1, + 178, + 198, + 215, + 245, + 127, + 145, + 193, + 153, + 20, + 167, + 80, + 154, + 20, + 147, + 233, + 230, + 81, + 83, + 75, + 180, + 59, + 63, + 63, + 104, + 140, + 55, + 253, + 214, + 14, + 32, + 102, + 234, + 79, + 165, + 222, + 209, + 57, + 206, + 212, + 136, + 129, + 102, + 72, + 38, + 213, + 190, + 135, + 153, + 38, + 34, + 121, + 138, + 48, + 41, + 234, + 176, + 174, + 37, + 65, + 251, + 15, + 17, + 206, + 87, + 69, + 148, + 22, + 237, + 162, + 78, + 83, + 237, + 96, + 164, + 215, + 67, + 151, + 239, + 213, + 249, + 32, + 92, + 106, + 179, + 93, + 173, + 129, + 185, + 157, + 110, + 66, + 184, + 95, + 144, + 151, + 161, + 122, + 209, + 217, + 192, + 49, + 155, + 2, + 126, + 226, + 84, + 188, + 35, + 203, + 201, + 59, + 131, + 152, + 125, + 111, + 101, + 97, + 99, + 27, + 104, + 111, + 118, + 9, + 209, + 254, + 168, + 223, + 49, + 206, + 198, + 46, + 196, + 141, + 82, + 148, + 121, + 162, + 33, + 76, + 17, + 243, + 135, + 19, + 89, + 119, + 7, + 6, + 27, + 204, + 114, + 159, + 18, + 215, + 221, + 9, + 170, + 115, + 117, + 1, + 162, + 136, + 73, + 176, + 252, + 213, + 249, + 41, + 249, + 15, + 248, + 114, + 200, + 170, + 97, + 255, + 54, + 125, + 97, + 248, + 181, + 19, + 71, + 60, + 21, + 132, + 33, + 226, + 153, + 159, + 147, + 191, + 90, + 187, + 101, + 42, + 120, + 222, + 168, + 252, + 5, + 216, + 37, + 71, + 156, + 166, + 98, + 45, + 190, + 175, + 58, + 97, + 141, + 137, + 133, + 138, + 223, + 127, + 122, + 10, + 103, + 224, + 91, + 60, + 135, + 125, + 189, + 94, + 177, + 62, + 26, + 174, + 18, + 175, + 83, + 14, + 205, + 38, + 94, + 179, + 140, + 3, + 226, + 241, + 21, + 3, + 224, + 193, + 232, + 181, + 140, + 41, + 119, + 69, + 111, + 0, + 79, + 231, + 251, + 153, + 249, + 56, + 26, + 217, + 15, + 66, + 135, + 37, + 145, + 110, + 21, + 192, + 23, + 58, + 16, + 225, + 50, + 150, + 168, + 67, + 64, + 187, + 193, + 246, + 45, + 187, + 187, + 129, + 240, + 32, + 35, + 93, + 252, + 240, + 48, + 210, + 66, + 79, + 19, + 142, + 243, + 44, + 22, + 144, + 111, + 237, + 214, + 217, + 74, + 83, + 76, + 145, + 41, + 25, + 45, + 36, + 117, + 34, + 64, + 173, + 85, + 111, + 213, + 162, + 116, + 188, + 86, + 78, + 240, + 108, + 158, + 157, + 250, + 238, + 222, + 143, + 248, + 95, + 129, + 253, + 194, + 73, + 24, + 144, + 139, + 84, + 255, + 176, + 77, + 31, + 95, + 215, + 112, + 38, + 80, + 39, + 36, + 77, + 123, + 252, + 89, + 81, + 255, + 158, + 160, + 229, + 90, + 127, + 159, + 244, + 13, + 121, + 154, + 60, + 163, + 154, + 147, + 237, + 150, + 227, + 51, + 15, + 9, + 100, + 182, + 147, + 229, + 50, + 50, + 19, + 116, + 109, + 179, + 176, + 103, + 88, + 217, + 156, + 45, + 31, + 39, + 35, + 166, + 151, + 14, + 21, + 80, + 11, + 68, + 66, + 219, + 211, + 117, + 66, + 10, + 219, + 39, + 210, + 14, + 102, + 184, + 144, + 195, + 147, + 227, + 214, + 164, + 194, + 179, + 237, + 221, + 123, + 174, + 176, + 27, + 134, + 127, + 200, + 234, + 26, + 170, + 169, + 54, + 19, + 152, + 168, + 241, + 147, + 206, + 230, + 208, + 24, + 171, + 12, + 84, + 102, + 13, + 239, + 219, + 187, + 101, + 247, + 110, + 197, + 223, + 20, + 220, + 129, + 24, + 213, + 28, + 177, + 168, + 165, + 243, + 59, + 24, + 190, + 92, + 26, + 152, + 29, + 27, + 216, + 38, + 93, + 228, + 85, + 117, + 44, + 182, + 109, + 100, + 104, + 146, + 55, + 26, + 14, + 117, + 99, + 73, + 76, + 12, + 174, + 133, + 76, + 122, + 65, + 253, + 64, + 37, + 158, + 111, + 14, + 231, + 109, + 40, + 9, + 104, + 51, + 61, + 146, + 68, + 170, + 255, + 107, + 112, + 218, + 68, + 222, + 15, + 109, + 232, + 97, + 156, + 38, + 181, + 155, + 72, + 67, + 90, + 46, + 16, + 73, + 92, + 51, + 160, + 12, + 228, + 195, + 132, + 211, + 224, + 178, + 114, + 129, + 21, + 126, + 199, + 221, + 232, + 143, + 28, + 83, + 9, + 147, + 62, + 13, + 162, + 210, + 166, + 146, + 129, + 252, + 94, + 112, + 65, + 233, + 125, + 84, + 231, + 53, + 103, + 50, + 121, + 231, + 120, + 85, + 164, + 7, + 207, + 130, + 251, + 162, + 248, + 149, + 244, + 116, + 127, + 133, + 79, + 188, + 98, + 130, + 166, + 114, + 169, + 10, + 29, + 102, + 247, + 136, + 143, + 136, + 57, + 136, + 32, + 82, + 183, + 125, + 4, + 234, + 110, + 45, + 29, + 174, + 67, + 186, + 155, + 182, + 214, + 88, + 39, + 245, + 153, + 108, + 18, + 147, + 57, + 121, + 169, + 224, + 48, + 139, + 0, + 167, + 145, + 255, + 158, + 24, + 37, + 203, + 74, + 108, + 62, + 184, + 125, + 145, + 96, + 73, + 36, + 88, + 43, + 81, + 92, + 80, + 26, + 166, + 215, + 83, + 66, + 130, + 191, + 41, + 232, + 60, + 22, + 186, + 130, + 8, + 0, + 145, + 140, + 242, + 110, + 83, + 69, + 54, + 127, + 244, + 190, + 138, + 255, + 53, + 127, + 6, + 208, + 67, + 67, + 1, + 116, + 218, + 205, + 214, + 176, + 35, + 125, + 167, + 76, + 141, + 59, + 39, + 109, + 173, + 46, + 49, + 67, + 28, + 130, + 42, + 120, + 42, + 217, + 232, + 23, + 189, + 11, + 10, + 154, + 105, + 180, + 58, + 77, + 132, + 28, + 22, + 180, + 209, + 240, + 216, + 118, + 215, + 112, + 109, + 70, + 115, + 198, + 5, + 233, + 121, + 201, + 42, + 38, + 106, + 104, + 143, + 248, + 36, + 194, + 34, + 35, + 186, + 221, + 209, + 62, + 89, + 208, + 155, + 61, + 244, + 9, + 61, + 246, + 51, + 53, + 57, + 113, + 18, + 103, + 197, + 122, + 43, + 224, + 27, + 57, + 193, + 229, + 127, + 153, + 59, + 158, + 215, + 200, + 160, + 95, + 40, + 236, + 250, + 220, + 198, + 42, + 75, + 162, + 66, + 186, + 177, + 7, + 248, + 72, + 76, + 152, + 20, + 65, + 247, + 213, + 23, + 138, + 144, + 19, + 33, + 189, + 137, + 227, + 5, + 147, + 89, + 69, + 108, + 25, + 220, + 130, + 180, + 222, + 163, + 105, + 248, + 214, + 207, + 188, + 251, + 24, + 1, + 88, + 247, + 200, + 239, + 51, + 203, + 203, + 173, + 111, + 251, + 179, + 180, + 56, + 213, + 160, + 40, + 49, + 183, + 78, + 216, + 127, + 109, + 135, + 105, + 242, + 143, + 192, + 121, + 224, + 164, + 25, + 217, + 99, + 74, + 12, + 205, + 169, + 61, + 105, + 181, + 208, + 19, + 74, + 129, + 103, + 53, + 26, + 70, + 157, + 118, + 198, + 153, + 217, + 249, + 220, + 83, + 51, + 22, + 201, + 27, + 216, + 96, + 91, + 105, + 219, + 142, + 115, + 195, + 176, + 199, + 191, + 138, + 180, + 152, + 220, + 155, + 77, + 222, + 55, + 223, + 253, + 101, + 64, + 93, + 23, + 8, + 224, + 98, + 147, + 3, + 213, + 41, + 121, + 1, + 175, + 222, + 58, + 132, + 140, + 165, + 92, + 69, + 7, + 48, + 109, + 233, + 36, + 255, + 107, + 120, + 48, + 132, + 192, + 245, + 141, + 242, + 46, + 113, + 218, + 221, + 191, + 173 + ] + }, + { + data: [ + 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, + 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, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0 + ] + }, + { + }, + { + }, + { + data: [ + 49, + 46, + 49, + 52, + 46, + 48, + 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: 6 + }, + { + name: "CONVERSION_METADATA", + buffer: 7 + } + ], + signature_defs: [ + { + inputs: [ + { + name: "placeholder_0", + tensor_index: 0 + } + ], + outputs: [ + { + name: "output_0", + tensor_index: 4 + } + ], + method_name: "serving_default", + subgraph_index: 0 + } + ] +} diff --git a/frameworks/tflite/operators/conv_2d_tanh_3x3_1x7x7x9_qi8/placeholder_0.json b/frameworks/tflite/operators/conv_2d_tanh_3x3_1x7x7x9_qi8/placeholder_0.json new file mode 100644 index 000000000..818c32b4d --- /dev/null +++ b/frameworks/tflite/operators/conv_2d_tanh_3x3_1x7x7x9_qi8/placeholder_0.json @@ -0,0 +1,560 @@ +{ + "type": "int32", + "data": [ + [ + [ + [ + -86, + -90, + 4, + 65, + -26, + -112, + 14, + 121, + -54 + ], + [ + -20, + -110, + 116, + -63, + 35, + 18, + -66, + 19, + -45 + ], + [ + -44, + -60, + 101, + 40, + 47, + 42, + -103, + -26, + 109 + ], + [ + -60, + -119, + 111, + 46, + 47, + -16, + -108, + 22, + 88 + ], + [ + -25, + 55, + -99, + -78, + 89, + -64, + -74, + 91, + -77 + ], + [ + -90, + 4, + -85, + 87, + 33, + 65, + -118, + 58, + 38 + ], + [ + -59, + 30, + -61, + 41, + 93, + 124, + -13, + 65, + -90 + ] + ], + [ + [ + 32, + 119, + 81, + 56, + 66, + -14, + 34, + -70, + -119 + ], + [ + -41, + 11, + -30, + -88, + -20, + -51, + 77, + 78, + 83 + ], + [ + -61, + 68, + -106, + 69, + -88, + 86, + -14, + -103, + 103 + ], + [ + -22, + -19, + -33, + -74, + 26, + -46, + -116, + -117, + -30 + ], + [ + -92, + 126, + -14, + 11, + -126, + -80, + 44, + -13, + 68 + ], + [ + -43, + -48, + 96, + -66, + 18, + 37, + -87, + 116, + -54 + ], + [ + 127, + -75, + 106, + 90, + -5, + -109, + -70, + 121, + -120 + ] + ], + [ + [ + -87, + -70, + -94, + 40, + -85, + -62, + -68, + -84, + -38 + ], + [ + 49, + -100, + 98, + 21, + -61, + 97, + -65, + 76, + -100 + ], + [ + -11, + -5, + 18, + -109, + -38, + 44, + 105, + 126, + 114 + ], + [ + 9, + -44, + 123, + -9, + 56, + -50, + -62, + -55, + 39 + ], + [ + 125, + -113, + -128, + -63, + 18, + 49, + -94, + 9, + 20 + ], + [ + -3, + 79, + 122, + -59, + 39, + 37, + 10, + -44, + -120 + ], + [ + -25, + 38, + 122, + 82, + -75, + 43, + 55, + 47, + 8 + ] + ], + [ + [ + -52, + -64, + 51, + -26, + -41, + -126, + 21, + -124, + -60 + ], + [ + -119, + 23, + 35, + 46, + -32, + -59, + 95, + -48, + -93 + ], + [ + -47, + -13, + -37, + 64, + -62, + 53, + 15, + -38, + 33 + ], + [ + 92, + -90, + -4, + 17, + 112, + 22, + -114, + 24, + 65 + ], + [ + -26, + 26, + -40, + 21, + 107, + -24, + -45, + -66, + 25 + ], + [ + -72, + -56, + -5, + -28, + -125, + 72, + 9, + 73, + 50 + ], + [ + 103, + -74, + 37, + 76, + -104, + 25, + 4, + 56, + 24 + ] + ], + [ + [ + -16, + 104, + -67, + -122, + 98, + 70, + 114, + 68, + -1 + ], + [ + -32, + -20, + 46, + -75, + 29, + 68, + -41, + -4, + 38 + ], + [ + 29, + -2, + -116, + -81, + 106, + -54, + 3, + 10, + -23 + ], + [ + 36, + -82, + 70, + -35, + -94, + 62, + 113, + -37, + 50 + ], + [ + -61, + 107, + -69, + -39, + 92, + 30, + -72, + 111, + 93 + ], + [ + -50, + 18, + -123, + 111, + -120, + -108, + -58, + -52, + -48 + ], + [ + 65, + -18, + -105, + -31, + 77, + -101, + -27, + -125, + -10 + ] + ], + [ + [ + -39, + 58, + 99, + -57, + 100, + 28, + 38, + 68, + -122 + ], + [ + -15, + -127, + -56, + 111, + -106, + -100, + 97, + 69, + 92 + ], + [ + -51, + 95, + -70, + -75, + -39, + 98, + -92, + -4, + -34 + ], + [ + -60, + -16, + 92, + -94, + -31, + 118, + -23, + 12, + 15 + ], + [ + -48, + 111, + 56, + -14, + 100, + 41, + 29, + 32, + -105 + ], + [ + 17, + -4, + 24, + 15, + -2, + 124, + 108, + 85, + 42 + ], + [ + -37, + 119, + -30, + -29, + 17, + -72, + 80, + 74, + 69 + ] + ], + [ + [ + -117, + -106, + -4, + 14, + -117, + 68, + 32, + 11, + -106 + ], + [ + -19, + 107, + 62, + -40, + -2, + 23, + 79, + 31, + -42 + ], + [ + 41, + -70, + 125, + 60, + -13, + -121, + 66, + -103, + 123 + ], + [ + 33, + 86, + -116, + -94, + 30, + 6, + -34, + 72, + 87 + ], + [ + 23, + 85, + 90, + -5, + -112, + -55, + 23, + -83, + -121 + ], + [ + 105, + -37, + 12, + 6, + -13, + -73, + 83, + 59, + -7 + ], + [ + 4, + -66, + -27, + -4, + -7, + 76, + -127, + -43, + 96 + ] + ] + ] + ] +}
\ No newline at end of file diff --git a/frameworks/tflite/operators/conv_2d_tanh_3x3_1x7x7x9_qi8/test_conv2d_tanh_3x3_1x7x7x9_qi8.json b/frameworks/tflite/operators/conv_2d_tanh_3x3_1x7x7x9_qi8/test_conv2d_tanh_3x3_1x7x7x9_qi8.json new file mode 100644 index 000000000..02d14cb21 --- /dev/null +++ b/frameworks/tflite/operators/conv_2d_tanh_3x3_1x7x7x9_qi8/test_conv2d_tanh_3x3_1x7x7x9_qi8.json @@ -0,0 +1,2284 @@ +{ + version: { + _major: 0, + _minor: 30, + _patch: 0, + _draft: false + }, + blocks: [ + { + name: "main", + operators: [ + { + op: "CONST", + attribute_type: "NONE", + inputs: [ + + ], + outputs: [ + "layer_0" + ] + }, + { + op: "CONST", + attribute_type: "NONE", + inputs: [ + + ], + outputs: [ + "layer_1" + ] + }, + { + op: "CONST", + attribute_type: "NONE", + inputs: [ + + ], + outputs: [ + "layer_2" + ] + }, + { + op: "CONV2D", + attribute_type: "ConvAttribute", + attribute: { + pad: [ + 1, + 1, + 1, + 1 + ], + stride: [ + 1, + 1 + ], + dilation: [ + 1, + 1 + ], + input_zp: 0, + weight_zp: 0 + }, + inputs: [ + "TosaInput_0", + "layer_0", + "layer_1" + ], + outputs: [ + "layer_3" + ] + }, + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: 0, + output_zp: 0, + multiplier: [ + 1337563836, + 1337599569, + 1330603169, + 1336977977, + 1330164053, + 1331862392, + 1334477635, + 1337625614, + 1339937128, + 1342460974, + 1339412571, + 1342126039, + 1336810589, + 1324626186, + 1335724630, + 1338786056, + 1333721529, + 1299407973 + ], + shift: [ + 41, + 41, + 41, + 41, + 41, + 41, + 41, + 41, + 41, + 41, + 41, + 41, + 41, + 41, + 41, + 41, + 41, + 41 + ], + scale32: true, + double_round: true, + per_channel: true + }, + inputs: [ + "layer_3" + ], + outputs: [ + "layer_4" + ] + }, + { + op: "TABLE", + attribute_type: "TableAttribute", + attribute: { + table: [ + -128, + -128, + -128, + -128, + -128, + -128, + -128, + -128, + -128, + -128, + -128, + -128, + -128, + -128, + -128, + -128, + -128, + -128, + -128, + -128, + -128, + -128, + -128, + -128, + -128, + -128, + -128, + -128, + -128, + -128, + -128, + -128, + -128, + -128, + -128, + -128, + -128, + -128, + -128, + -128, + -128, + -128, + -128, + -128, + -128, + -128, + -128, + -128, + -128, + -128, + -128, + -128, + -128, + -128, + -128, + -128, + -128, + -128, + -128, + -128, + -128, + -128, + -128, + -128, + -128, + -128, + -128, + -128, + -128, + -128, + -128, + -128, + -128, + -128, + -128, + -128, + -128, + -128, + -128, + -128, + -128, + -128, + -128, + -128, + -128, + -128, + -128, + -128, + -128, + -128, + -128, + -128, + -128, + -128, + -128, + -128, + -128, + -128, + -128, + -128, + -128, + -128, + -128, + -128, + -128, + -128, + -128, + -128, + -128, + -128, + -128, + -128, + -128, + -128, + -128, + -128, + -128, + -128, + -128, + -128, + -128, + -127, + -126, + -124, + -118, + -107, + -86, + -49, + 0, + 49, + 86, + 107, + 118, + 124, + 126, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127 + ] + }, + inputs: [ + "layer_4" + ], + outputs: [ + "TosaOutput_0" + ] + } + ], + tensors: [ + { + name: "TosaInput_0", + shape: [ + 1, + 7, + 7, + 9 + ], + type: "INT8", + data: [ + + ] + }, + { + name: "TosaOutput_0", + shape: [ + 1, + 7, + 7, + 18 + ], + type: "INT8", + data: [ + + ] + }, + { + name: "layer_0", + shape: [ + 18, + 3, + 3, + 9 + ], + type: "INT8", + data: [ + 239, + 96, + 209, + 191, + 17, + 103, + 35, + 190, + 13, + 67, + 151, + 138, + 124, + 230, + 229, + 244, + 207, + 48, + 16, + 218, + 184, + 210, + 157, + 168, + 127, + 8, + 243, + 239, + 139, + 62, + 249, + 222, + 50, + 51, + 247, + 210, + 2, + 224, + 118, + 193, + 57, + 110, + 27, + 70, + 5, + 242, + 175, + 227, + 1, + 162, + 63, + 248, + 152, + 178, + 239, + 51, + 70, + 28, + 93, + 91, + 247, + 214, + 78, + 79, + 110, + 35, + 174, + 188, + 169, + 138, + 66, + 70, + 227, + 153, + 168, + 21, + 13, + 141, + 130, + 78, + 0, + 175, + 179, + 215, + 218, + 13, + 204, + 204, + 134, + 190, + 77, + 103, + 183, + 156, + 174, + 8, + 104, + 14, + 67, + 177, + 167, + 23, + 243, + 162, + 255, + 145, + 229, + 11, + 35, + 64, + 246, + 34, + 138, + 41, + 198, + 27, + 3, + 104, + 246, + 186, + 59, + 73, + 21, + 107, + 223, + 190, + 109, + 59, + 38, + 237, + 67, + 144, + 247, + 46, + 127, + 146, + 225, + 152, + 40, + 240, + 23, + 190, + 9, + 16, + 248, + 240, + 24, + 64, + 248, + 196, + 248, + 27, + 180, + 172, + 42, + 22, + 206, + 78, + 162, + 104, + 214, + 229, + 212, + 237, + 88, + 141, + 11, + 63, + 82, + 15, + 164, + 12, + 242, + 56, + 182, + 250, + 81, + 200, + 54, + 118, + 194, + 56, + 72, + 36, + 130, + 208, + 7, + 58, + 134, + 237, + 12, + 95, + 114, + 24, + 15, + 239, + 129, + 41, + 54, + 221, + 202, + 183, + 236, + 109, + 0, + 119, + 22, + 58, + 18, + 227, + 187, + 123, + 233, + 77, + 61, + 160, + 163, + 44, + 237, + 41, + 39, + 21, + 163, + 154, + 2, + 48, + 204, + 175, + 139, + 9, + 203, + 106, + 33, + 176, + 177, + 195, + 145, + 96, + 175, + 165, + 137, + 98, + 238, + 56, + 33, + 218, + 114, + 229, + 164, + 15, + 179, + 146, + 181, + 180, + 86, + 190, + 92, + 81, + 36, + 239, + 94, + 212, + 171, + 59, + 168, + 10, + 49, + 247, + 30, + 51, + 145, + 104, + 143, + 2, + 67, + 211, + 224, + 61, + 56, + 251, + 172, + 248, + 196, + 77, + 70, + 62, + 189, + 11, + 129, + 49, + 160, + 37, + 86, + 23, + 59, + 6, + 59, + 148, + 9, + 96, + 197, + 247, + 200, + 216, + 220, + 113, + 107, + 88, + 88, + 122, + 254, + 209, + 43, + 39, + 157, + 148, + 11, + 255, + 207, + 13, + 190, + 175, + 245, + 185, + 153, + 45, + 215, + 132, + 130, + 127, + 64, + 65, + 234, + 92, + 255, + 39, + 24, + 39, + 79, + 16, + 164, + 194, + 229, + 122, + 166, + 28, + 186, + 75, + 112, + 168, + 101, + 191, + 72, + 144, + 10, + 143, + 224, + 23, + 56, + 39, + 107, + 233, + 29, + 200, + 162, + 63, + 86, + 160, + 98, + 141, + 112, + 28, + 14, + 195, + 191, + 218, + 249, + 80, + 75, + 212, + 113, + 25, + 34, + 26, + 158, + 196, + 197, + 185, + 5, + 127, + 10, + 17, + 148, + 215, + 37, + 180, + 135, + 169, + 33, + 126, + 154, + 102, + 32, + 244, + 32, + 48, + 104, + 43, + 218, + 114, + 194, + 140, + 101, + 28, + 66, + 37, + 110, + 72, + 153, + 220, + 22, + 232, + 200, + 208, + 246, + 37, + 222, + 240, + 147, + 237, + 133, + 131, + 33, + 181, + 129, + 177, + 95, + 143, + 151, + 2, + 210, + 247, + 23, + 28, + 230, + 201, + 191, + 223, + 92, + 195, + 187, + 223, + 126, + 193, + 220, + 7, + 250, + 217, + 158, + 213, + 132, + 113, + 21, + 221, + 201, + 234, + 90, + 208, + 244, + 99, + 91, + 191, + 74, + 235, + 93, + 247, + 101, + 96, + 140, + 138, + 239, + 179, + 15, + 120, + 228, + 0, + 9, + 57, + 174, + 70, + 242, + 159, + 209, + 143, + 1, + 178, + 198, + 215, + 245, + 127, + 145, + 193, + 153, + 20, + 167, + 80, + 154, + 20, + 147, + 233, + 230, + 81, + 83, + 75, + 180, + 59, + 63, + 63, + 104, + 140, + 55, + 253, + 214, + 14, + 32, + 102, + 234, + 79, + 165, + 222, + 209, + 57, + 206, + 212, + 136, + 129, + 102, + 72, + 38, + 213, + 190, + 135, + 153, + 38, + 34, + 121, + 138, + 48, + 41, + 234, + 176, + 174, + 37, + 65, + 251, + 15, + 17, + 206, + 87, + 69, + 148, + 22, + 237, + 162, + 78, + 83, + 237, + 96, + 164, + 215, + 67, + 151, + 239, + 213, + 249, + 32, + 92, + 106, + 179, + 93, + 173, + 129, + 185, + 157, + 110, + 66, + 184, + 95, + 144, + 151, + 161, + 122, + 209, + 217, + 192, + 49, + 155, + 2, + 126, + 226, + 84, + 188, + 35, + 203, + 201, + 59, + 131, + 152, + 125, + 111, + 101, + 97, + 99, + 27, + 104, + 111, + 118, + 9, + 209, + 254, + 168, + 223, + 49, + 206, + 198, + 46, + 196, + 141, + 82, + 148, + 121, + 162, + 33, + 76, + 17, + 243, + 135, + 19, + 89, + 119, + 7, + 6, + 27, + 204, + 114, + 159, + 18, + 215, + 221, + 9, + 170, + 115, + 117, + 1, + 162, + 136, + 73, + 176, + 252, + 213, + 249, + 41, + 249, + 15, + 248, + 114, + 200, + 170, + 97, + 255, + 54, + 125, + 97, + 248, + 181, + 19, + 71, + 60, + 21, + 132, + 33, + 226, + 153, + 159, + 147, + 191, + 90, + 187, + 101, + 42, + 120, + 222, + 168, + 252, + 5, + 216, + 37, + 71, + 156, + 166, + 98, + 45, + 190, + 175, + 58, + 97, + 141, + 137, + 133, + 138, + 223, + 127, + 122, + 10, + 103, + 224, + 91, + 60, + 135, + 125, + 189, + 94, + 177, + 62, + 26, + 174, + 18, + 175, + 83, + 14, + 205, + 38, + 94, + 179, + 140, + 3, + 226, + 241, + 21, + 3, + 224, + 193, + 232, + 181, + 140, + 41, + 119, + 69, + 111, + 0, + 79, + 231, + 251, + 153, + 249, + 56, + 26, + 217, + 15, + 66, + 135, + 37, + 145, + 110, + 21, + 192, + 23, + 58, + 16, + 225, + 50, + 150, + 168, + 67, + 64, + 187, + 193, + 246, + 45, + 187, + 187, + 129, + 240, + 32, + 35, + 93, + 252, + 240, + 48, + 210, + 66, + 79, + 19, + 142, + 243, + 44, + 22, + 144, + 111, + 237, + 214, + 217, + 74, + 83, + 76, + 145, + 41, + 25, + 45, + 36, + 117, + 34, + 64, + 173, + 85, + 111, + 213, + 162, + 116, + 188, + 86, + 78, + 240, + 108, + 158, + 157, + 250, + 238, + 222, + 143, + 248, + 95, + 129, + 253, + 194, + 73, + 24, + 144, + 139, + 84, + 255, + 176, + 77, + 31, + 95, + 215, + 112, + 38, + 80, + 39, + 36, + 77, + 123, + 252, + 89, + 81, + 255, + 158, + 160, + 229, + 90, + 127, + 159, + 244, + 13, + 121, + 154, + 60, + 163, + 154, + 147, + 237, + 150, + 227, + 51, + 15, + 9, + 100, + 182, + 147, + 229, + 50, + 50, + 19, + 116, + 109, + 179, + 176, + 103, + 88, + 217, + 156, + 45, + 31, + 39, + 35, + 166, + 151, + 14, + 21, + 80, + 11, + 68, + 66, + 219, + 211, + 117, + 66, + 10, + 219, + 39, + 210, + 14, + 102, + 184, + 144, + 195, + 147, + 227, + 214, + 164, + 194, + 179, + 237, + 221, + 123, + 174, + 176, + 27, + 134, + 127, + 200, + 234, + 26, + 170, + 169, + 54, + 19, + 152, + 168, + 241, + 147, + 206, + 230, + 208, + 24, + 171, + 12, + 84, + 102, + 13, + 239, + 219, + 187, + 101, + 247, + 110, + 197, + 223, + 20, + 220, + 129, + 24, + 213, + 28, + 177, + 168, + 165, + 243, + 59, + 24, + 190, + 92, + 26, + 152, + 29, + 27, + 216, + 38, + 93, + 228, + 85, + 117, + 44, + 182, + 109, + 100, + 104, + 146, + 55, + 26, + 14, + 117, + 99, + 73, + 76, + 12, + 174, + 133, + 76, + 122, + 65, + 253, + 64, + 37, + 158, + 111, + 14, + 231, + 109, + 40, + 9, + 104, + 51, + 61, + 146, + 68, + 170, + 255, + 107, + 112, + 218, + 68, + 222, + 15, + 109, + 232, + 97, + 156, + 38, + 181, + 155, + 72, + 67, + 90, + 46, + 16, + 73, + 92, + 51, + 160, + 12, + 228, + 195, + 132, + 211, + 224, + 178, + 114, + 129, + 21, + 126, + 199, + 221, + 232, + 143, + 28, + 83, + 9, + 147, + 62, + 13, + 162, + 210, + 166, + 146, + 129, + 252, + 94, + 112, + 65, + 233, + 125, + 84, + 231, + 53, + 103, + 50, + 121, + 231, + 120, + 85, + 164, + 7, + 207, + 130, + 251, + 162, + 248, + 149, + 244, + 116, + 127, + 133, + 79, + 188, + 98, + 130, + 166, + 114, + 169, + 10, + 29, + 102, + 247, + 136, + 143, + 136, + 57, + 136, + 32, + 82, + 183, + 125, + 4, + 234, + 110, + 45, + 29, + 174, + 67, + 186, + 155, + 182, + 214, + 88, + 39, + 245, + 153, + 108, + 18, + 147, + 57, + 121, + 169, + 224, + 48, + 139, + 0, + 167, + 145, + 255, + 158, + 24, + 37, + 203, + 74, + 108, + 62, + 184, + 125, + 145, + 96, + 73, + 36, + 88, + 43, + 81, + 92, + 80, + 26, + 166, + 215, + 83, + 66, + 130, + 191, + 41, + 232, + 60, + 22, + 186, + 130, + 8, + 0, + 145, + 140, + 242, + 110, + 83, + 69, + 54, + 127, + 244, + 190, + 138, + 255, + 53, + 127, + 6, + 208, + 67, + 67, + 1, + 116, + 218, + 205, + 214, + 176, + 35, + 125, + 167, + 76, + 141, + 59, + 39, + 109, + 173, + 46, + 49, + 67, + 28, + 130, + 42, + 120, + 42, + 217, + 232, + 23, + 189, + 11, + 10, + 154, + 105, + 180, + 58, + 77, + 132, + 28, + 22, + 180, + 209, + 240, + 216, + 118, + 215, + 112, + 109, + 70, + 115, + 198, + 5, + 233, + 121, + 201, + 42, + 38, + 106, + 104, + 143, + 248, + 36, + 194, + 34, + 35, + 186, + 221, + 209, + 62, + 89, + 208, + 155, + 61, + 244, + 9, + 61, + 246, + 51, + 53, + 57, + 113, + 18, + 103, + 197, + 122, + 43, + 224, + 27, + 57, + 193, + 229, + 127, + 153, + 59, + 158, + 215, + 200, + 160, + 95, + 40, + 236, + 250, + 220, + 198, + 42, + 75, + 162, + 66, + 186, + 177, + 7, + 248, + 72, + 76, + 152, + 20, + 65, + 247, + 213, + 23, + 138, + 144, + 19, + 33, + 189, + 137, + 227, + 5, + 147, + 89, + 69, + 108, + 25, + 220, + 130, + 180, + 222, + 163, + 105, + 248, + 214, + 207, + 188, + 251, + 24, + 1, + 88, + 247, + 200, + 239, + 51, + 203, + 203, + 173, + 111, + 251, + 179, + 180, + 56, + 213, + 160, + 40, + 49, + 183, + 78, + 216, + 127, + 109, + 135, + 105, + 242, + 143, + 192, + 121, + 224, + 164, + 25, + 217, + 99, + 74, + 12, + 205, + 169, + 61, + 105, + 181, + 208, + 19, + 74, + 129, + 103, + 53, + 26, + 70, + 157, + 118, + 198, + 153, + 217, + 249, + 220, + 83, + 51, + 22, + 201, + 27, + 216, + 96, + 91, + 105, + 219, + 142, + 115, + 195, + 176, + 199, + 191, + 138, + 180, + 152, + 220, + 155, + 77, + 222, + 55, + 223, + 253, + 101, + 64, + 93, + 23, + 8, + 224, + 98, + 147, + 3, + 213, + 41, + 121, + 1, + 175, + 222, + 58, + 132, + 140, + 165, + 92, + 69, + 7, + 48, + 109, + 233, + 36, + 255, + 107, + 120, + 48, + 132, + 192, + 245, + 141, + 242, + 46, + 113, + 218, + 221, + 191, + 173, + 0, + 0, + 0, + 0, + 0, + 0 + ] + }, + { + name: "layer_1", + shape: [ + 18 + ], + type: "INT32", + data: [ + 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, + 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, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0 + ] + }, + { + name: "layer_2", + shape: [ + 256 + ], + type: "INT8", + data: [ + 128, + 128, + 128, + 128, + 128, + 128, + 128, + 128, + 128, + 128, + 128, + 128, + 128, + 128, + 128, + 128, + 128, + 128, + 128, + 128, + 128, + 128, + 128, + 128, + 128, + 128, + 128, + 128, + 128, + 128, + 128, + 128, + 128, + 128, + 128, + 128, + 128, + 128, + 128, + 128, + 128, + 128, + 128, + 128, + 128, + 128, + 128, + 128, + 128, + 128, + 128, + 128, + 128, + 128, + 128, + 128, + 128, + 128, + 128, + 128, + 128, + 128, + 128, + 128, + 128, + 128, + 128, + 128, + 128, + 128, + 128, + 128, + 128, + 128, + 128, + 128, + 128, + 128, + 128, + 128, + 128, + 128, + 128, + 128, + 128, + 128, + 128, + 128, + 128, + 128, + 128, + 128, + 128, + 128, + 128, + 128, + 128, + 128, + 128, + 128, + 128, + 128, + 128, + 128, + 128, + 128, + 128, + 128, + 128, + 128, + 128, + 128, + 128, + 128, + 128, + 128, + 128, + 128, + 128, + 128, + 128, + 129, + 130, + 132, + 138, + 149, + 170, + 207, + 0, + 49, + 86, + 107, + 118, + 124, + 126, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127, + 127 + ] + }, + { + name: "layer_3", + shape: [ + 1, + 7, + 7, + 18 + ], + type: "INT32", + data: [ + + ] + }, + { + name: "layer_4", + shape: [ + 1, + 7, + 7, + 18 + ], + type: "INT8", + data: [ + + ] + } + ], + inputs: [ + "TosaInput_0" + ], + outputs: [ + "TosaOutput_0" + ] + } + ] +} |