Add func_mlp_l bundle
Browse files- .gitattributes +1 -0
- func_mlp_l/func_config.json +60 -0
- func_mlp_l/func_mlp_float.keras +3 -0
- func_mlp_l/func_mlp_int8.tflite +3 -0
- func_mlp_l/selected_indices.json +1 -0
- func_mlp_l/standardizer.npz +3 -0
.gitattributes
CHANGED
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@@ -35,3 +35,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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dscnn_xs_best.keras filter=lfs diff=lfs merge=lfs -text
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func_mlp_m/func_mlp_float.keras filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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dscnn_xs_best.keras filter=lfs diff=lfs merge=lfs -text
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func_mlp_m/func_mlp_float.keras filter=lfs diff=lfs merge=lfs -text
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func_mlp_l/func_mlp_float.keras filter=lfs diff=lfs merge=lfs -text
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func_mlp_l/func_config.json
ADDED
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@@ -0,0 +1,60 @@
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{
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"sample_rate_hz": 20000,
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"capture_window_ms": 1600,
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"n_mfcc": 20,
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"n_mels": 40,
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"n_fft": 512,
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"hop_length": 256,
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"fmin": 125,
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"fmax": 7500,
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"n_segments": 8,
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"channels": [
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"mfcc",
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"delta",
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"delta2"
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],
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"global_stats": [
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"mean",
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"std",
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"p5",
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"p95"
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],
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"segment_stats": [
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"mean",
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"std"
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],
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"full_dim": 1200,
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"clip_sigma": 4.0,
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"note": "1200 = 60 streams (20 mfcc + 20 delta + 20 delta2) x (4 global + 8*2 segment) stats",
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"input_dim": 200,
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"num_classes": 18,
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"select_k": 200,
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"hidden": [
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128,
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64
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],
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"labels": [
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"_silence_",
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"_unknown_",
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"power_on",
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"power_off",
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"speed_1",
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"speed_2",
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"speed_3",
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"speed_4",
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"speed_5",
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"speed_6",
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"mode_boost",
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"mode_nature",
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"mode_reverse",
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"mode_smart",
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"timer_off",
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"timer_2h",
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"timer_4h",
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"timer_8h"
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],
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"val_float_acc": 0.95,
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"val_int8_acc": 0.95,
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"seed": 3,
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"int8_bytes": 38384
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}
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func_mlp_l/func_mlp_float.keras
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@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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oid sha256:6d47e1d938005e665011f09f5e89f59945cf9256a6f2c072c9b39528b2752c8c
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size 473711
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func_mlp_l/func_mlp_int8.tflite
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version https://git-lfs.github.com/spec/v1
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oid sha256:eac1dec58a2a59db38b12455165ddd62e538e6249a21a4a7f182365a93f476da
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size 38384
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func_mlp_l/selected_indices.json
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[0, 1, 2, 3, 4, 5, 6, 8, 10, 12, 14, 16, 18, 20, 21, 22, 23, 26, 28, 30, 32, 34, 36, 38, 40, 41, 42, 43, 46, 48, 50, 52, 54, 56, 58, 60, 61, 62, 63, 66, 68, 70, 71, 72, 73, 74, 76, 80, 81, 82, 83, 86, 88, 90, 92, 94, 100, 101, 102, 103, 106, 108, 110, 116, 118, 120, 121, 122, 123, 126, 128, 130, 132, 134, 136, 138, 140, 141, 142, 143, 146, 148, 150, 152, 154, 156, 160, 161, 162, 163, 166, 168, 170, 172, 180, 181, 182, 183, 186, 188, 192, 194, 196, 198, 200, 201, 202, 203, 208, 212, 220, 221, 222, 223, 224, 226, 228, 230, 232, 236, 238, 240, 241, 242, 243, 246, 248, 250, 252, 254, 256, 258, 260, 262, 263, 266, 280, 281, 282, 283, 300, 320, 322, 323, 332, 334, 340, 342, 360, 363, 368, 370, 380, 401, 402, 403, 405, 421, 422, 423, 429, 431, 433, 441, 442, 443, 461, 462, 463, 481, 482, 483, 501, 521, 522, 523, 541, 542, 543, 581, 601, 603, 621, 622, 801, 802, 803, 805, 821, 822, 823, 831, 861, 862, 863, 881, 882, 883, 921, 941]
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func_mlp_l/standardizer.npz
ADDED
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@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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oid sha256:89703417f34f92b021019451200bb23161fc1526f0fd156d56f17597966625a5
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size 2344
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