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compressionkit-ecg-2x

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compressionkit
signal-compression
ecg
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 +579 -0
  11. sample_stimulus.npz +3 -0
README.md ADDED
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1
+ ---
2
+ license: apache-2.0
3
+ library_name: compressionkit
4
+ pipeline_tag: other
5
+ tags:
6
+ - compressionkit
7
+ - signal-compression
8
+ - ecg
9
+ - rvq
10
+ - tflite
11
+ - edge-ai
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+ ---
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+
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+ # compressionkit-ecg-2x
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+
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+ A **ECG** signal compression codec using Residual Vector Quantization (RVQ), optimized for edge and wearable devices.
17
+
18
+ ## Model Details
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+
20
+ - **Modality:** ECG
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+ - **Sample Rate:** 256 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, 512, 1]`
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+ - **Encoder Output:** `[None, 1, 256, 16]`
28
+
29
+ ## 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 (%) | 2.5389 | 2.3178 | 3.4712 |
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+ | RMSE | 0.0245 | 0.0223 | 0.0334 |
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+ | Cosine Similarity | 0.9996 | 0.9997 | 0.9999 |
38
+
39
+ ### Spectral
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+
41
+ - **Band Total Relative Error (median):** 0.0353
42
+
43
+ ### Bitrate
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+
45
+ - **Codec CR (uniform):** 2.0x
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+ - **Codec CR (learned prior):** 5.69x
47
+
48
+ ## Usage
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+
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+ ### Python (compressionkit runtime)
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+
52
+ ```python
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+ from compressionkit.runtime import RVQCodec
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+
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+ codec = RVQCodec.from_pretrained("Ambiq/compressionkit-ecg-2x")
56
+
57
+ # Encode: float32 signal → RVQ indices
58
+ 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 |
76
+ | `decoder_float32.tflite` | Float32 decoder (server-side evaluation) |
77
+ | `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 |
81
+ | `sample_stimulus.npz` | Synthetic test data |
82
+ | `quality_scorecard.json` | Full evaluation metrics |
83
+
84
+ ## Dataset & License
85
+
86
+ Training data: PTB-XL (CC BY 4.0). Sample data may include excerpts under the original license terms.
87
+
88
+ Model weights are released under the **APACHE-2.0** license.
89
+
90
+ ## Citation
91
+
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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}
97
+ }
98
+ ```
codebook.h ADDED
The diff for this file is too large to render. See raw diff
 
codebook.npz ADDED
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+ oid sha256:3c700bf9aae04e0fb9879d03281950c5b6082c7bd776617e0060dfc1bdb1cf02
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+ size 66542
config.json ADDED
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+ {
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+ "model_name": "ecg_rvq_256hz_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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+ 512,
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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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+ 256,
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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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+ 256,
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+ 16
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+ ],
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+ "output_shape": [
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+ null,
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+ 1,
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+ 512,
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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": 500,
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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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+ 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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155
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156
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157
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158
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159
+ 0x46, 0xbe, 0x4f, 0x3b, 0x0d, 0xcc, 0xc8, 0x3b, 0xf8, 0x1a, 0x91, 0x3b, 0x7e, 0x9d, 0xc3, 0x3b, 0xbe, 0x20, 0x3d, 0x3b,
160
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161
+ 0xa7, 0xa8, 0x87, 0x3b, 0x09, 0x35, 0x38, 0x3b, 0x5e, 0xc6, 0x67, 0x3b, 0xe3, 0x8b, 0x16, 0x3c, 0xb4, 0xe5, 0xe7, 0x3b,
162
+ 0x37, 0xe1, 0xb6, 0x3b, 0xba, 0x25, 0x87, 0x3b, 0xc8, 0xac, 0x47, 0x3b, 0x99, 0xcd, 0xb4, 0x3b, 0x37, 0xc4, 0x2d, 0x3b,
163
+ 0x64, 0x15, 0xd9, 0x3b, 0x9a, 0xc0, 0xd6, 0x3b, 0xfc, 0x43, 0xe4, 0x3b, 0x22, 0x51, 0xcb, 0x3b, 0x6b, 0xc2, 0x6e, 0x3b,
164
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165
+ 0x55, 0xb0, 0x6a, 0x3b, 0x11, 0x8b, 0x81, 0x3b, 0x4d, 0x7f, 0x66, 0x3b, 0x05, 0x0d, 0xce, 0x3b, 0x1f, 0xbb, 0x83, 0x3b,
166
+ 0xe5, 0x1d, 0xa4, 0x3b, 0x65, 0xbe, 0x5a, 0x3b, 0xf5, 0x41, 0x20, 0x3b, 0x60, 0x91, 0x7e, 0x3b, 0xf4, 0xb0, 0x67, 0x3b,
167
+ 0x00, 0x03, 0x5e, 0x3b, 0xf6, 0x93, 0x29, 0x3b, 0xd3, 0x81, 0x9c, 0x3b, 0x12, 0x00, 0x00, 0x00, 0x74, 0x66, 0x6c, 0x2e,
168
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169
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170
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171
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172
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173
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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
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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, 0xc0, 0x4c, 0x8d, 0x39, 0xf4, 0xca, 0x9a, 0x39, 0xad, 0x65, 0x5a, 0x39,
192
+ 0xbe, 0xab, 0xd5, 0x39, 0x32, 0x4c, 0x8d, 0x39, 0x94, 0x77, 0x73, 0x39, 0x92, 0x53, 0xeb, 0x39, 0xd2, 0x0e, 0xaa, 0x39,
193
+ 0xe5, 0x40, 0xe5, 0x39, 0x8f, 0xa6, 0x5d, 0x39, 0xc8, 0x9a, 0xe3, 0x39, 0xc8, 0x24, 0x9d, 0x39, 0x7c, 0x88, 0x62, 0x39,
194
+ 0xca, 0x6c, 0x94, 0x39, 0x58, 0x25, 0x0c, 0x3a, 0xa5, 0xfc, 0x9e, 0x39, 0x3b, 0xe2, 0x57, 0x39, 0xcc, 0xd0, 0x87, 0x39,
195
+ 0x44, 0x6f, 0x30, 0x3a, 0x29, 0xe3, 0x07, 0x3a, 0xfa, 0x53, 0xd6, 0x39, 0x35, 0x63, 0x9e, 0x39, 0xe7, 0x02, 0x6a, 0x39,
196
+ 0xf1, 0xe4, 0xd3, 0x39, 0xca, 0xa5, 0x4b, 0x39, 0xe0, 0x69, 0xfe, 0x39, 0x77, 0xae, 0xfb, 0x39, 0x5d, 0xc2, 0x05, 0x3a,
197
+ 0x95, 0x47, 0xee, 0x39, 0x90, 0xe8, 0x8b, 0x39, 0xa5, 0x34, 0x9c, 0x39, 0xa0, 0x50, 0x57, 0x39, 0x0e, 0x31, 0x5f, 0x39,
198
+ 0x91, 0xc8, 0xdc, 0x39, 0x45, 0xb3, 0x76, 0x39, 0xeb, 0x85, 0x89, 0x39, 0xd7, 0xd1, 0x97, 0x39, 0x25, 0x11, 0x87, 0x39,
199
+ 0xd3, 0x7b, 0xf1, 0x39, 0x33, 0x62, 0x9a, 0x39, 0xab, 0x56, 0xc0, 0x39, 0xfc, 0x2d, 0x80, 0x39, 0xd8, 0xd0, 0x3b, 0x39,
200
+ 0x00, 0x2c, 0x95, 0x39, 0x40, 0xc4, 0x87, 0x39, 0x38, 0x18, 0x82, 0x39, 0x26, 0xbd, 0x46, 0x39, 0x9b, 0x6b, 0xb7, 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, 0xa2, 0x64, 0x30, 0x3b, 0xbd, 0x04, 0x3c, 0x3b,
212
+ 0x05, 0xa9, 0x35, 0x3b, 0x9e, 0x8b, 0x36, 0x3b, 0xf5, 0x50, 0x24, 0x3b, 0x4f, 0x9d, 0x3d, 0x3b, 0x8a, 0x0f, 0x35, 0x3b,
213
+ 0xe7, 0x8a, 0x22, 0x3b, 0x14, 0xcd, 0x18, 0x3b, 0x0d, 0x71, 0x4a, 0x3b, 0x08, 0x1a, 0x14, 0x3b, 0x2d, 0xe3, 0x33, 0x3b,
214
+ 0x22, 0xb0, 0x39, 0x3b, 0xa7, 0x46, 0x1e, 0x3b, 0x94, 0xc1, 0x3b, 0x3b, 0x2d, 0x94, 0x05, 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, 0xb1, 0x00, 0xf8, 0x38, 0x7f, 0x2c, 0x04, 0x39, 0x7a, 0x68, 0xff, 0x38, 0x89, 0x53, 0x00, 0x39,
228
+ 0xe7, 0x05, 0xe7, 0x38, 0xb7, 0x4b, 0x05, 0x39, 0xb1, 0x90, 0xfe, 0x38, 0x84, 0x87, 0xe4, 0x38, 0x49, 0xd5, 0xd6, 0x38,
229
+ 0x21, 0x50, 0x0e, 0x39, 0xd7, 0x39, 0xd0, 0x38, 0x64, 0xea, 0xfc, 0x38, 0x18, 0x89, 0x02, 0x39, 0xd9, 0x87, 0xde, 0x38,
230
+ 0x49, 0xfd, 0x03, 0x39, 0xa9, 0xce, 0xbb, 0x38, 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, 0x00, 0x02, 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, 0xdd, 0xff, 0xff, 0xff, 0xff, 0xff, 0xff, 0xff, 0x01, 0x00, 0x00, 0x00, 0xd6, 0x02, 0x96, 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, 0x00, 0x02, 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:a5eca6a702e6c66b07ed4bfd71b70866d264b1bc543de503e32b108bbe72037e
3
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