enne2/qwentts.cpp
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This commit is contained in:
Pascal
2026-05-11 16:27:12 +02:00
parent 32560ea597
commit eefb13043e
48 changed files with 3185 additions and 1119 deletions
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tests/base-CUDA0-F32.log
+26 -26
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@@ -20,15 +20,15 @@ load_backend: loaded CPU backend from /mnt/workspace/qwentts.cpp/build/libggml-c
[Transformer] Loaded: 8 layers, hidden 512, heads 16/16, head_dim 64, FFN 1024, RoPE theta 10000, sliding window 72
[WeightCtx] Loaded 22 tensors, 80.1 MB into backend
[Upsample] Loaded: 2 blocks (2x ratio per block), channels 1024, dwconv kernel 7
[WeightCtx] Loaded 118 tensors, 199.8 MB into backend
[DAC] Loaded: 4 blocks (strides 8/5/4/3), 24 kHz mono out, weights 199.8 MB
[WeightCtx] Loaded 2 tensors, 6.0 MB into backend
[WeightCtx] Loaded 28 tensors, 48.2 MB into backend
[SEANet] Loaded: 4 stages (ratios 4/5/6/8), 64 -> 512 channels, weights 48.2 MB
[WeightCtx] Loaded 118 tensors, 142.9 MB into backend
[DAC] Loaded: 4 blocks (strides 8/5/4/3), 24 kHz mono out, weights 142.9 MB
[WeightCtx] Loaded 2 tensors, 3.0 MB into backend
[WeightCtx] Loaded 28 tensors, 24.1 MB into backend
[SEANet] Loaded: 4 stages (ratios 4/5/6/8), 64 -> 512 channels, weights 24.1 MB
[WeightCtx] Loaded 96 tensors, 96.1 MB into backend
[EncTransformer] Loaded: 8 layers, hidden 512, heads 8/8, head_dim 64, FFN 2048, RoPE theta 10000
[WeightCtx] Loaded 1 tensors, 4.0 MB into backend
[EncDownsample] Loaded: k=4 stride=2, 512 -> 512 channels, weights 4.0 MB
[WeightCtx] Loaded 1 tensors, 2.0 MB into backend
[EncDownsample] Loaded: k=4 stride=2, 512 -> 512 channels, weights 2.0 MB
[WeightCtx] Loaded 20 tensors, 34.0 MB into backend
[EncQuantizer] Loaded: 16 codebooks (1 semantic + 15 acoustic), 2048 entries x 256 dim, hidden 512, weights 34.0 MB
[Pipeline] Ready: hop 1920 samples @ 24000 Hz mono, 16 codebooks @ 12.5 Hz
@@ -42,13 +42,13 @@ load_backend: loaded CPU backend from /mnt/workspace/qwentts.cpp/build/libggml-c
[Debug] talker-input-embed: [40, 2048] first4: 0.022157 -0.009049 0.008161 -0.020214
[Debug] trailing-text-hidden: [1, 2048] first4: -0.005331 0.008751 -0.004225 0.001141
[Debug] tts-pad-embed: [2048] first4: -0.005331 0.008751 -0.004225 0.001141
[Debug] talker-hidden-prefill-l0: [40, 2048] first4: -0.460968 -0.069929 0.016047 -0.039092
[Debug] talker-hidden-prefill-l7: [40, 2048] first4: -1.525317 -0.007488 0.340215 1.777318
[Debug] talker-hidden-prefill-l14: [40, 2048] first4: -1.296772 0.189306 0.441261 1.743797
[Debug] talker-hidden-prefill-l21: [40, 2048] first4: -0.771753 0.171251 0.791418 1.111589
[Debug] talker-hidden-prefill-l27: [40, 2048] first4: 7.133080 -34.474182 -7.108909 28.674915
[Debug] talker-hidden-prefill-final: [40, 2048] first4: 0.242892 -1.225839 -0.224931 0.890014
[Debug] talker-logits-prefill: [3072] first4: -4.261972 -6.399906 -0.996095 -3.238420
[Debug] talker-hidden-prefill-l0: [40, 2048] first4: -0.460921 -0.069914 0.016044 -0.039100
[Debug] talker-hidden-prefill-l7: [40, 2048] first4: -1.525369 -0.007542 0.340209 1.777390
[Debug] talker-hidden-prefill-l14: [40, 2048] first4: -1.296884 0.189210 0.441208 1.743850
[Debug] talker-hidden-prefill-l21: [40, 2048] first4: -0.771875 0.171125 0.791471 1.111795
[Debug] talker-hidden-prefill-l27: [40, 2048] first4: 7.131204 -34.471611 -7.107906 28.673965
[Debug] talker-hidden-prefill-final: [40, 2048] first4: 0.242832 -1.225767 -0.224903 0.889998
[Debug] talker-logits-prefill: [3072] first4: -4.249419 -6.400744 -0.999631 -3.239202
[Sample] step=0 c0=1995 u=-1.0000000000 subseq=0
[Sample-CP] g=0 c=1159 u=-1.0000000000 subseq=1
[Sample-CP] g=1 c=355 u=-1.0000000000 subseq=2
@@ -67,7 +67,7 @@ load_backend: loaded CPU backend from /mnt/workspace/qwentts.cpp/build/libggml-c
[Sample-CP] g=14 c=901 u=-1.0000000000 subseq=15
[Debug] codes-step0: [16] first4: 1995.000000 1159.000000 355.000000 22.000000
[Debug] next-emb-step0: [2048] first4: -0.042911 -0.033715 -0.000281 0.188977
[Debug] talker-hidden-step1: [2048] first4: 1.683677 -2.524468 6.789280 0.745043
[Debug] talker-hidden-step1: [2048] first4: 1.686512 -2.523739 6.789270 0.739157
[Sample] step=1 c0=215 u=-1.0000000000 subseq=16
[Sample-CP] g=0 c=1722 u=-1.0000000000 subseq=17
[Sample-CP] g=1 c=355 u=-1.0000000000 subseq=18
@@ -94,7 +94,7 @@ load_backend: loaded CPU backend from /mnt/workspace/qwentts.cpp/build/libggml-c
[Pipeline] Generated 64 frames
[Pipeline] Generation done : 64 frames
[Debug] codes-full: [64, 16] first4: 1995.000000 1159.000000 355.000000 22.000000
[Debug] output-audio: [122880] first4: 0.000015 0.000017 0.000015 0.000017
[Debug] output-audio: [122880] first4: 0.000015 0.000017 0.000014 0.000016
[WAV] Wrote cpp/base/base-cpp.wav: 122880 samples, 24000 Hz, mono S16
[Pipeline] Wrote 122880 samples (5.12 s) -> cpp/base/base-cpp.wav
[Input] Prompt: 100 chars: qwentts.cpp is a minimal C++17 and GGML port of Qwen3-TTS fo...
@@ -111,15 +111,15 @@ load_backend: loaded CPU backend from /mnt/workspace/qwentts.cpp/build/libggml-c
[Cossim] Embed cos: 1.000000 max: 2.2650e-06 mean: 1.8841e-08
[Cossim] TrailingText cos: 1.000000 max: 1.0431e-06 mean: 9.3616e-09
[Cossim] TTSPadEmbed cos: 1.000000 max: 1.0431e-06 mean: 9.3616e-09
[Cossim] L0 cos: 1.000000 max: 7.6294e-06 mean: 7.2511e-08
[Cossim] L7 cos: 1.000000 max: 4.8828e-04 mean: 2.9065e-07
[Cossim] L14 cos: 1.000000 max: 4.8828e-04 mean: 6.4957e-07
[Cossim] L21 cos: 1.000000 max: 4.8828e-04 mean: 1.9102e-06
[Cossim] L27 cos: 1.000000 max: 2.6855e-03 mean: 7.3149e-06
[Cossim] Final cos: 1.000000 max: 5.0545e-05 mean: 4.7584e-07
[Cossim] Logits cos: 1.000000 max: 1.5259e-05 mean: 2.1238e-06
[Cossim] L0 cos: 1.000000 max: 1.5526e-03 mean: 2.7874e-05
[Cossim] L7 cos: 1.000000 max: 6.9824e-02 mean: 1.0704e-04
[Cossim] L14 cos: 1.000000 max: 7.0312e-02 mean: 2.7487e-04
[Cossim] L21 cos: 1.000000 max: 7.1777e-02 mean: 9.2039e-04
[Cossim] L27 cos: 1.000000 max: 6.8652e-01 mean: 3.4051e-03
[Cossim] Final cos: 1.000000 max: 2.3113e-02 mean: 2.3500e-04
[Cossim] Logits cos: 1.000000 max: 1.7665e-02 mean: 2.5834e-03
[Cossim] NextEmbStep0 cos: 1.000000 max: 1.0431e-06 mean: 9.3024e-09
[Cossim] TalkerHiddenStep1 cos: 1.000000 max: 1.4544e-05 mean: 2.0600e-06
[Cossim] TalkerHiddenStep1 cos: 1.000000 max: 1.0001e-02 mean: 1.8443e-03
[Cossim] CodesFull exact: 100.00% (1008 values)
[Cossim] Audio cos: 0.981927
[Cossim] WAV stft_cos: 0.989278 samples: 120960
[Cossim] Audio cos: 0.981624
[Cossim] WAV stft_cos: 0.989090 samples: 120960