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compressionkit-ppg-2x

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compressionkit
signal-compression
ppg
rvq
edge-ai
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Release deployment artifacts from CompressionKit

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Files changed (11) hide show
  1. README.md +98 -0
  2. codebook.h +0 -0
  3. codebook.npz +3 -0
  4. config.json +56 -0
  5. decoder.h +0 -0
  6. decoder_float32.tflite +3 -0
  7. decoder_int8.tflite +3 -0
  8. encoder.h +245 -0
  9. encoder_int8.tflite +3 -0
  10. quality_scorecard.json +598 -0
  11. sample_stimulus.npz +3 -0
README.md ADDED
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1
+ ---
2
+ license: apache-2.0
3
+ library_name: compressionkit
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+ pipeline_tag: other
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+ tags:
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+ - compressionkit
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+ - signal-compression
8
+ - ppg
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+ - rvq
10
+ - tflite
11
+ - edge-ai
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+ ---
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+
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+ # compressionkit-ppg-2x
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+
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+ A **PPG** signal compression codec using Residual Vector Quantization (RVQ), optimized for edge and wearable devices.
17
+
18
+ ## Model Details
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+
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+ - **Modality:** PPG
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+ - **Sample Rate:** 64 Hz
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+ - **Compression Ratio:** 2x
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+ - **Quantization:** INT8
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+ - **RVQ Levels:** 4
25
+ - **Codebook Size:** 256 entries × 16D
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+ - **Encoder Input:** `[None, 1, 320, 1]`
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+ - **Encoder Output:** `[None, 1, 160, 16]`
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+
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+ ## Quality Metrics
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+
31
+ ### Time Domain
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+
33
+ | Metric | Mean | Median | P90 |
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+ |--------|------|--------|-----|
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+ | PRD (%) | 6.1800 | 2.2707 | 10.7564 |
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+ | RMSE | 0.0241 | 0.0199 | 0.0386 |
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+ | Cosine Similarity | 0.9912 | 0.9998 | 0.9999 |
38
+
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+ ### Spectral
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+
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+ - **Band Total Relative Error (median):** 0.0263
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+
43
+ ### Bitrate
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+
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+ - **Codec CR (uniform):** 2.0x
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+ - **Codec CR (learned prior):** 3.11x
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+
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+ ## Usage
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+
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+ ### Python (compressionkit runtime)
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+
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+ ```python
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+ from compressionkit.runtime import RVQCodec
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+
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+ codec = RVQCodec.from_pretrained("Ambiq/compressionkit-ppg-2x")
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+
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+ # Encode: float32 signal → RVQ indices
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+ indices = codec.encode(signal)
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+
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+ # Decode: RVQ indices → reconstructed signal
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+ recon = codec.decode(indices)
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+ ```
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+
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+ ### Local deployment directory
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+
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+ ```python
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+ codec = RVQCodec("path/to/deploy/")
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+ ```
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+
70
+ ## Files
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+
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+ | File | Description |
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+ |------|-------------|
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+ | `encoder_int8.tflite` | INT8 quantized encoder (on-device) |
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+ | `encoder.h` | C header for encoder |
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+ | `decoder_float32.tflite` | Float32 decoder (server-side evaluation) |
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+ | `decoder_int8.tflite` | INT8 decoder (optional, on-device) |
78
+ | `codebook.npz` | RVQ codebook tables |
79
+ | `codebook.h` | C header for codebook |
80
+ | `config.json` | Deployment manifest |
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+ | `sample_stimulus.npz` | Synthetic test data |
82
+ | `quality_scorecard.json` | Full evaluation metrics |
83
+
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+ ## Dataset & License
85
+
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+ Training data: MESA (NSRR restricted). Sample data uses synthetic physiokit waveforms only — no patient data is redistributed.
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+
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+ Model weights are released under the **APACHE-2.0** license.
89
+
90
+ ## Citation
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+
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+ ```bibtex
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+ @software{compressionkit,
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+ author = {Ambiq AI},
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+ title = {compressionKIT: Signal Compression for Edge AI},
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+ url = {https://github.com/AmbiqAI/compressionkit}
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+ }
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+ ```
codebook.h ADDED
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codebook.npz ADDED
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+ oid sha256:7e87a5f5e47fb7745dcd7c525ebb8ac3e905537a4964a71b5dcc9939ee91f090
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+ size 66542
config.json ADDED
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+ {
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+ "model_name": "ppg_rvq_64hz_02x_golden",
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+ "model_version": "1.0",
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+ "quantization": "INT8",
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+ "io_type": "int8",
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+ "encoder": {
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+ "tflite": "encoder.tflite",
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+ "header": "encoder.h",
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+ "input_shape": [
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+ null,
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+ 1,
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+ 320,
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+ 1
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+ ],
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+ "output_shape": [
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+ null,
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+ 1,
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+ 160,
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+ 16
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+ ]
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+ },
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+ "decoder": {
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+ "keras": "decoder.keras",
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+ "float32_tflite": "decoder_float32.tflite",
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+ "int8_tflite": null,
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+ "int8_header": null,
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+ "input_shape": [
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+ null,
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+ 1,
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+ "output_shape": [
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+ 1,
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+ ]
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+ },
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+ "codebook": {
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+ "npz": "codebook.npz",
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+ "header": "codebook.h",
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+ "num_levels": 4,
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+ "num_embeddings": 256,
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+ "embedding_dim": 16
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+ },
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+ "sample_data": {
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+ "npz": "sample_data.npz",
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+ "num_samples": 50,
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+ "arrays": [
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+ "inputs",
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+ "targets",
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+ "reconstructions"
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+ ]
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+ }
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+ }
decoder.h ADDED
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decoder_float32.tflite ADDED
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+ oid sha256:795c3f9757f986a90dc778dde523832a8a8e4b8b3c75f0ca506c28416f5859ab
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+ size 40584
decoder_int8.tflite ADDED
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encoder.h ADDED
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+ #ifndef __ENCODER_H
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+ #define __ENCODER_H
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+ const unsigned char encoder[] = {
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+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
155
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
156
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
157
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x30, 0x00, 0x00, 0x00,
158
+ 0xd3, 0x2f, 0x36, 0x3b, 0xb8, 0x4d, 0xb9, 0x3b, 0xc3, 0xf5, 0xae, 0x3b, 0x84, 0x04, 0x92, 0x3b, 0x76, 0x0d, 0xeb, 0x3b,
159
+ 0x73, 0x30, 0x5f, 0x3b, 0x5e, 0xa0, 0x90, 0x3b, 0x90, 0xc6, 0xd7, 0x3b, 0x46, 0xf0, 0xe0, 0x3b, 0x2a, 0x39, 0x95, 0x3b,
160
+ 0x1d, 0xc6, 0xb1, 0x3b, 0x3a, 0xf6, 0xaa, 0x3b, 0x56, 0xb5, 0x37, 0x3b, 0xd2, 0x22, 0x88, 0x3b, 0xd9, 0x4d, 0x60, 0x3b,
161
+ 0x07, 0x11, 0x8b, 0x3b, 0xbf, 0x43, 0xa8, 0x3b, 0x34, 0xef, 0x47, 0x3b, 0xe0, 0xe5, 0x0c, 0x3c, 0xf6, 0x8c, 0x5c, 0x3b,
162
+ 0xf7, 0x18, 0x58, 0x3b, 0xd9, 0x83, 0x6f, 0x3b, 0x54, 0xe9, 0x88, 0x3b, 0x64, 0x31, 0xac, 0x3b, 0x3c, 0x84, 0x76, 0x3b,
163
+ 0xe9, 0x89, 0x8e, 0x3b, 0x41, 0x5e, 0xed, 0x3b, 0x9a, 0x4d, 0x6a, 0x3b, 0xf3, 0x72, 0x8c, 0x3b, 0x6b, 0xcf, 0x58, 0x3b,
164
+ 0xa1, 0xf1, 0xc3, 0x3b, 0x8b, 0x37, 0xc4, 0x3b, 0x3c, 0x52, 0x89, 0x3b, 0x5b, 0x32, 0x99, 0x3b, 0x9b, 0x45, 0xaf, 0x3b,
165
+ 0x8d, 0xb2, 0xca, 0x3b, 0x1a, 0x0b, 0xa9, 0x3b, 0x72, 0x9b, 0x7b, 0x3b, 0x3f, 0x3d, 0x5e, 0x3b, 0x48, 0x61, 0x90, 0x3b,
166
+ 0x9a, 0x21, 0xab, 0x3b, 0xd1, 0xf1, 0x65, 0x3b, 0xae, 0xa7, 0x92, 0x3b, 0x65, 0x1b, 0x80, 0x3b, 0x70, 0x84, 0x8d, 0x3b,
167
+ 0xfb, 0x8e, 0x30, 0x3b, 0x74, 0x8c, 0x0e, 0x3b, 0x7c, 0x4d, 0xbb, 0x3b, 0x12, 0x00, 0x00, 0x00, 0x74, 0x66, 0x6c, 0x2e,
168
+ 0x70, 0x73, 0x65, 0x75, 0x64, 0x6f, 0x5f, 0x71, 0x63, 0x6f, 0x6e, 0x73, 0x74, 0x33, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
169
+ 0x30, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x07, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x4e, 0xfc, 0xff, 0xff,
170
+ 0x00, 0x00, 0x00, 0x01, 0x14, 0x00, 0x00, 0x00, 0x64, 0x02, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x02,
171
+ 0x70, 0x02, 0x00, 0x00, 0xf4, 0xfa, 0xff, 0xff, 0x08, 0x00, 0x00, 0x00, 0x88, 0x01, 0x00, 0x00, 0x30, 0x00, 0x00, 0x00,
172
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173
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
174
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
175
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
176
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
177
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
178
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
179
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
180
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
181
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
182
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
183
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
184
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
185
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
186
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
187
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
188
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
189
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
190
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
191
+ 0x00, 0x00, 0x00, 0x00, 0x30, 0x00, 0x00, 0x00, 0xb1, 0xe2, 0x4f, 0x39, 0x23, 0x71, 0xd3, 0x39, 0xab, 0xa3, 0xc7, 0x39,
192
+ 0x4c, 0x9d, 0xa6, 0x39, 0xac, 0x1a, 0x06, 0x3a, 0xf0, 0xab, 0x7e, 0x39, 0xe9, 0x06, 0xa5, 0x39, 0x58, 0x36, 0xf6, 0x39,
193
+ 0x77, 0x55, 0x00, 0x3a, 0xb4, 0x45, 0xaa, 0x39, 0xa1, 0xd9, 0xca, 0x39, 0xc1, 0x13, 0xc3, 0x39, 0x26, 0x9f, 0x51, 0x39,
194
+ 0xc5, 0x56, 0x9b, 0x39, 0x98, 0xf1, 0x7f, 0x39, 0xcc, 0xae, 0x9e, 0x39, 0xe1, 0xff, 0xbf, 0x39, 0xf2, 0x22, 0x64, 0x39,
195
+ 0xc8, 0xc5, 0x20, 0x3a, 0x2b, 0xa9, 0x7b, 0x39, 0x5e, 0x94, 0x76, 0x39, 0x6f, 0xa6, 0x88, 0x39, 0x47, 0x39, 0x9c, 0x39,
196
+ 0x60, 0x7b, 0xc4, 0x39, 0x0b, 0xa5, 0x8c, 0x39, 0x10, 0xa5, 0xa2, 0x39, 0xe0, 0x6c, 0x07, 0x3a, 0x36, 0xad, 0x85, 0x39,
197
+ 0xa5, 0x42, 0xa0, 0x39, 0x8f, 0x64, 0x77, 0x39, 0x46, 0x95, 0xdf, 0x39, 0x0c, 0xe5, 0xdf, 0x39, 0xfb, 0xb0, 0x9c, 0x39,
198
+ 0x60, 0xce, 0xae, 0x39, 0xc6, 0xfe, 0xc7, 0x39, 0x12, 0x4a, 0xe7, 0x39, 0x5a, 0xe3, 0xc0, 0x39, 0x90, 0x8c, 0x8f, 0x39,
199
+ 0x6e, 0x96, 0x7d, 0x39, 0xed, 0xbe, 0xa4, 0x39, 0x3f, 0x45, 0xc3, 0x39, 0x9f, 0x30, 0x83, 0x39, 0x79, 0x57, 0xa7, 0x39,
200
+ 0x69, 0x2d, 0x92, 0x39, 0xb5, 0x7a, 0xa1, 0x39, 0x9c, 0x76, 0x49, 0x39, 0xf7, 0xa7, 0x22, 0x39, 0x17, 0xb9, 0xd5, 0x39,
201
+ 0x12, 0x00, 0x00, 0x00, 0x74, 0x66, 0x6c, 0x2e, 0x70, 0x73, 0x65, 0x75, 0x64, 0x6f, 0x5f, 0x71, 0x63, 0x6f, 0x6e, 0x73,
202
+ 0x74, 0x32, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x30, 0x00, 0x00, 0x00, 0xde, 0xfe, 0xff, 0xff, 0x00, 0x00, 0x00, 0x01,
203
+ 0x14, 0x00, 0x00, 0x00, 0xe8, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x09, 0xf4, 0x00, 0x00, 0x00,
204
+ 0x84, 0xfd, 0xff, 0xff, 0x08, 0x00, 0x00, 0x00, 0x8c, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
205
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
206
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
207
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
208
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
209
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
210
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
211
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00, 0xe9, 0xb7, 0x1c, 0x3b, 0x6c, 0x3d, 0x27, 0x3b,
212
+ 0x93, 0x35, 0x24, 0x3b, 0x36, 0xf0, 0x11, 0x3b, 0x8a, 0xae, 0x18, 0x3b, 0xf8, 0xd4, 0x28, 0x3b, 0x45, 0x53, 0x2a, 0x3b,
213
+ 0x19, 0x2a, 0x11, 0x3b, 0x59, 0xed, 0x1b, 0x3b, 0xcb, 0x1b, 0x1e, 0x3b, 0x3c, 0x5a, 0x1f, 0x3b, 0x60, 0x61, 0x1a, 0x3b,
214
+ 0x9e, 0xaf, 0x0e, 0x3b, 0x01, 0x08, 0x1d, 0x3b, 0x6f, 0x01, 0x11, 0x3b, 0x10, 0xa9, 0x17, 0x3b, 0x12, 0x00, 0x00, 0x00,
215
+ 0x74, 0x66, 0x6c, 0x2e, 0x70, 0x73, 0x65, 0x75, 0x64, 0x6f, 0x5f, 0x71, 0x63, 0x6f, 0x6e, 0x73, 0x74, 0x31, 0x00, 0x00,
216
+ 0x04, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x30, 0x00, 0x00, 0x00,
217
+ 0x00, 0x00, 0x16, 0x00, 0x1c, 0x00, 0x18, 0x00, 0x17, 0x00, 0x10, 0x00, 0x0c, 0x00, 0x08, 0x00, 0x00, 0x00, 0x00, 0x00,
218
+ 0x00, 0x00, 0x07, 0x00, 0x16, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x01, 0x14, 0x00, 0x00, 0x00, 0xe8, 0x00, 0x00, 0x00,
219
+ 0x02, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x02, 0xf4, 0x00, 0x00, 0x00, 0xbc, 0xfe, 0xff, 0xff, 0x08, 0x00, 0x00, 0x00,
220
+ 0x8c, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
221
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
222
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
223
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
224
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
225
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
226
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
227
+ 0x10, 0x00, 0x00, 0x00, 0xae, 0x4e, 0x0a, 0x39, 0xc3, 0x97, 0x13, 0x39, 0x10, 0xeb, 0x10, 0x39, 0x30, 0xcb, 0x00, 0x39,
228
+ 0xb6, 0xbe, 0x06, 0x39, 0x6f, 0xff, 0x14, 0x39, 0xd2, 0x50, 0x16, 0x39, 0x59, 0x1c, 0x00, 0x39, 0xea, 0x9b, 0x09, 0x39,
229
+ 0xc1, 0x88, 0x0b, 0x39, 0xc9, 0xa1, 0x0c, 0x39, 0x76, 0x3e, 0x08, 0x39, 0xd0, 0xd8, 0xfb, 0x38, 0x5e, 0x95, 0x0a, 0x39,
230
+ 0xec, 0xf0, 0xff, 0x38, 0xf3, 0xd7, 0x05, 0x39, 0x11, 0x00, 0x00, 0x00, 0x74, 0x66, 0x6c, 0x2e, 0x70, 0x73, 0x65, 0x75,
231
+ 0x64, 0x6f, 0x5f, 0x71, 0x63, 0x6f, 0x6e, 0x73, 0x74, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00,
232
+ 0x00, 0x00, 0x16, 0x00, 0x20, 0x00, 0x1c, 0x00, 0x1b, 0x00, 0x14, 0x00, 0x10, 0x00, 0x0c, 0x00, 0x00, 0x00, 0x00, 0x00,
233
+ 0x08, 0x00, 0x07, 0x00, 0x16, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x01, 0x18, 0x00, 0x00, 0x00, 0x34, 0x00, 0x00, 0x00,
234
+ 0x50, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x09, 0x64, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
235
+ 0xff, 0xff, 0xff, 0xff, 0x01, 0x00, 0x00, 0x00, 0x40, 0x01, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x0c, 0x00,
236
+ 0x00, 0x00, 0x00, 0x00, 0x08, 0x00, 0x04, 0x00, 0x0c, 0x00, 0x00, 0x00, 0x08, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00,
237
+ 0x01, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x27, 0x0e, 0x92, 0x3d,
238
+ 0x18, 0x00, 0x00, 0x00, 0x73, 0x65, 0x72, 0x76, 0x69, 0x6e, 0x67, 0x5f, 0x64, 0x65, 0x66, 0x61, 0x75, 0x6c, 0x74, 0x5f,
239
+ 0x65, 0x6e, 0x63, 0x5f, 0x69, 0x6e, 0x3a, 0x30, 0x00, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
240
+ 0x01, 0x00, 0x00, 0x00, 0x40, 0x01, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00,
241
+ 0x0c, 0x00, 0x10, 0x00, 0x0f, 0x00, 0x00, 0x00, 0x08, 0x00, 0x04, 0x00, 0x0c, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00,
242
+ 0x03, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x03,
243
+ };
244
+ const unsigned int encoder_len = 4768;
245
+ #endif // __ENCODER_H
encoder_int8.tflite ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:fc946c86a777a13eae7561742e692d5c6a647ab33553609995def3a3dc9d2247
3
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@@ -0,0 +1,3 @@
 
 
 
 
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