enne2/qwentts.cpp
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Pascal
2026-05-31 17:49:31 +02:00
parent 08b79d1209
commit 8aba0f012a
32 changed files with 1010 additions and 1010 deletions
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tests/tts-CUDA0-Q8_0.log
+42 -42
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@@ -1,4 +1,4 @@
[Qwen] qwentts.cpp 5442c2f (2026-05-31)
[Qwen] qwentts.cpp 199a658 (2026-05-31)
ggml_cuda_init: found 1 CUDA devices (Total VRAM: 97247 MiB):
Device 0: NVIDIA RTX PRO 6000 Blackwell Workstation Edition, compute capability 12.0, VMM: yes, VRAM: 97247 MiB
load_backend: loaded CUDA backend from /mnt/workspace/qwentts.cpp/build/libggml-cuda.so
@@ -39,15 +39,15 @@ load_backend: loaded CPU backend from /mnt/workspace/qwentts.cpp/build/libggml-c
[Prompt] Built: 38 ids, N_text=30, N_instruct=12, T_ctx=52, hidden=2048, lang=english (id=2050), speaker=none (id=-1) ref_spk_emb=no icl=no
[Debug] prompt-ids: [38] first4: 151644.000000 77091.000000 198.000000 80.000000
[Debug] talker-input-embed: [52, 2048] first4: 0.018681 -0.007813 0.004704 -0.013309
[Debug] trailing-text-hidden: [1, 2048] first4: -0.004554 0.007647 -0.004656 -0.000707
[Debug] tts-pad-embed: [2048] first4: -0.004554 0.007647 -0.004656 -0.000707
[Debug] trailing-text-hidden: [1, 2048] first4: -0.004584 0.007664 -0.004639 -0.000675
[Debug] tts-pad-embed: [2048] first4: -0.004584 0.007664 -0.004639 -0.000675
[Debug] talker-hidden-prefill-l0: [52, 2048] first4: -0.382533 -0.050962 -0.040130 -0.050671
[Debug] talker-hidden-prefill-l7: [52, 2048] first4: -1.392710 0.385573 1.523267 0.551711
[Debug] talker-hidden-prefill-l14: [52, 2048] first4: -1.165522 0.584058 1.651479 0.464033
[Debug] talker-hidden-prefill-l21: [52, 2048] first4: -0.757398 0.477059 1.961465 0.098216
[Debug] talker-hidden-prefill-l27: [52, 2048] first4: -6.859597 -29.645920 -2.003496 31.726250
[Debug] talker-hidden-prefill-final: [52, 2048] first4: -0.308366 -1.391411 -0.083320 1.300563
[Debug] talker-logits-prefill: [3072] first4: -2.945350 -10.090734 -1.752324 -3.033525
[Debug] talker-logits-prefill: [3072] first4: -2.892906 -10.090289 -1.768137 -3.035595
[Sample] step=0 c0=1995 u=-1.0000000000 subseq=0
[Sample-CP] g=0 c=1642 u=-1.0000000000 subseq=1
[Sample-CP] g=1 c=1398 u=-1.0000000000 subseq=2
@@ -65,24 +65,24 @@ load_backend: loaded CPU backend from /mnt/workspace/qwentts.cpp/build/libggml-c
[Sample-CP] g=13 c=82 u=-1.0000000000 subseq=14
[Sample-CP] g=14 c=803 u=-1.0000000000 subseq=15
[Debug] codes-step0: [16] first4: 1995.000000 1642.000000 1398.000000 1703.000000
[Debug] next-emb-step0: [2048] first4: 0.004793 -0.029425 0.017809 0.080303
[Debug] talker-hidden-step1: [2048] first4: 0.513910 -0.639665 7.075348 -3.944325
[Debug] next-emb-step0: [2048] first4: 0.004763 -0.029409 0.017827 0.080335
[Debug] talker-hidden-step1: [2048] first4: 0.609090 -0.777700 7.020017 -3.937526
[Sample] step=1 c0=2042 u=-1.0000000000 subseq=16
[Sample-CP] g=0 c=1230 u=-1.0000000000 subseq=17
[Sample-CP] g=1 c=141 u=-1.0000000000 subseq=18
[Sample-CP] g=2 c=1879 u=-1.0000000000 subseq=19
[Sample-CP] g=3 c=371 u=-1.0000000000 subseq=20
[Sample-CP] g=4 c=628 u=-1.0000000000 subseq=21
[Sample-CP] g=5 c=1799 u=-1.0000000000 subseq=22
[Sample-CP] g=6 c=187 u=-1.0000000000 subseq=23
[Sample-CP] g=7 c=645 u=-1.0000000000 subseq=24
[Sample-CP] g=8 c=834 u=-1.0000000000 subseq=25
[Sample-CP] g=9 c=1355 u=-1.0000000000 subseq=26
[Sample-CP] g=10 c=132 u=-1.0000000000 subseq=27
[Sample-CP] g=11 c=251 u=-1.0000000000 subseq=28
[Sample-CP] g=12 c=772 u=-1.0000000000 subseq=29
[Sample-CP] g=13 c=898 u=-1.0000000000 subseq=30
[Sample-CP] g=14 c=649 u=-1.0000000000 subseq=31
[Sample-CP] g=1 c=1697 u=-1.0000000000 subseq=18
[Sample-CP] g=2 c=11 u=-1.0000000000 subseq=19
[Sample-CP] g=3 c=1614 u=-1.0000000000 subseq=20
[Sample-CP] g=4 c=951 u=-1.0000000000 subseq=21
[Sample-CP] g=5 c=85 u=-1.0000000000 subseq=22
[Sample-CP] g=6 c=130 u=-1.0000000000 subseq=23
[Sample-CP] g=7 c=1409 u=-1.0000000000 subseq=24
[Sample-CP] g=8 c=179 u=-1.0000000000 subseq=25
[Sample-CP] g=9 c=418 u=-1.0000000000 subseq=26
[Sample-CP] g=10 c=1293 u=-1.0000000000 subseq=27
[Sample-CP] g=11 c=620 u=-1.0000000000 subseq=28
[Sample-CP] g=12 c=914 u=-1.0000000000 subseq=29
[Sample-CP] g=13 c=1126 u=-1.0000000000 subseq=30
[Sample-CP] g=14 c=665 u=-1.0000000000 subseq=31
[Pipeline] Generated 8 frames
[Pipeline] Generated 16 frames
[Pipeline] Generated 24 frames
@@ -94,14 +94,14 @@ load_backend: loaded CPU backend from /mnt/workspace/qwentts.cpp/build/libggml-c
[Pipeline] Generation done : 64 frames
[Debug] codes-full: [64, 16] first4: 1995.000000 1642.000000 1398.000000 1703.000000
[Debug] output-audio: [122880] first4: 0.000048 0.000057 0.000046 0.000047
[Perf] PromptBuild 11.1 ms
[Perf] Prefill 11.5 ms (T_ctx prefill)
[Perf] TTFA 31.4 ms (first frame codes)
[Perf] TalkerDecode 208.4 ms (64 frames, 3.26 ms/frame)
[Perf] CodePredictor 450.3 ms (7.04 ms/frame)
[Perf] PromptBuild 4.5 ms
[Perf] Prefill 10.4 ms (T_ctx prefill)
[Perf] TTFA 23.8 ms (first frame codes)
[Perf] TalkerDecode 212.2 ms (64 frames, 3.32 ms/frame)
[Perf] CodePredictor 449.4 ms (7.02 ms/frame)
[Perf] HostCompose 1.0 ms (c0 sample + next emb)
[Perf] CodecDecode 47.8 ms
[Perf] Total 730.7 ms (64 frames, 10.31 ms/frame AR, audio 5.12 s, RTF 0.143)
[Perf] CodecDecode 48.5 ms
[Perf] Total 726.6 ms (64 frames, 10.35 ms/frame AR, audio 5.12 s, RTF 0.142)
[WAV] Wrote cpp/tts/tts-cpp.wav: 122880 samples, 24000 Hz, mono S16
[Pipeline] Wrote 122880 samples (5.12 s) -> cpp/tts/tts-cpp.wav
[Input] Prompt: 100 chars: qwentts.cpp is a minimal C++17 and GGML port of Qwen3-TTS fo...
@@ -117,18 +117,18 @@ load_backend: loaded CPU backend from /mnt/workspace/qwentts.cpp/build/libggml-c
[GGML] Cmd: ../build/qwen-tts --model ../models/qwen-talker-1.7b-voicedesign-Q8_0.gguf --codec ../models/qwen-tokenizer-12hz-Q8_0.gguf --seed 42 --instruct male, young adult, moderate pitch --lang english --max-new 64 --dump cpp/tts -o cpp/tts/tts-cpp.wav --greedy
[GGML] Audio: 122880 samples 24000 Hz 5.12s -> cpp/tts/tts-cpp.wav
[Cossim] PromptIDs exact: 100.00% (38 values)
[Cossim] Embed cos: 0.999988 max: 2.2665e-03 mean: 1.7603e-04
[Cossim] TrailingText cos: 0.999999 max: 1.8711e-04 mean: 4.2146e-05
[Cossim] TTSPadEmbed cos: 0.999999 max: 1.8711e-04 mean: 4.2146e-05
[Cossim] L0 cos: 0.999985 max: 2.3760e-02 mean: 9.3925e-04
[Cossim] L7 cos: 0.999987 max: 1.3056e+01 mean: 3.4056e-02
[Cossim] L14 cos: 0.999987 max: 1.3224e+01 mean: 4.4997e-02
[Cossim] L21 cos: 0.999983 max: 1.2932e+01 mean: 9.2455e-02
[Cossim] L27 cos: 0.999893 max: 1.4175e+02 mean: 4.1420e-01
[Cossim] Final cos: 0.999401 max: 3.4479e+00 mean: 4.8895e-02
[Cossim] Logits cos: 0.999824 max: 3.1808e-01 mean: 5.5622e-02
[Cossim] NextEmbStep0 cos: 0.999990 max: 1.0252e-03 mean: 2.4056e-04
[Cossim] TalkerHiddenStep1 cos: 0.999498 max: 3.7477e-01 mean: 6.9993e-02
[Cossim] CodesFull exact: 4.96% (1008 values)
[Cossim] Audio cos: 0.095440
[Cossim] WAV stft_cos: 0.360164 samples: 120960
[Cossim] Embed cos: 0.999988 max: 2.2665e-03 mean: 1.7630e-04
[Cossim] TrailingText cos: 0.999999 max: 2.0327e-04 mean: 4.3886e-05
[Cossim] TTSPadEmbed cos: 0.999999 max: 2.0327e-04 mean: 4.3886e-05
[Cossim] L0 cos: 0.999985 max: 2.2167e-02 mean: 9.4027e-04
[Cossim] L7 cos: 0.999987 max: 9.9766e+00 mean: 3.3999e-02
[Cossim] L14 cos: 0.999987 max: 1.0096e+01 mean: 4.5082e-02
[Cossim] L21 cos: 0.999983 max: 9.8130e+00 mean: 9.1481e-02
[Cossim] L27 cos: 0.999859 max: 1.7468e+02 mean: 4.2090e-01
[Cossim] Final cos: 0.999413 max: 2.4943e+00 mean: 4.8565e-02
[Cossim] Logits cos: 0.999833 max: 3.5697e-01 mean: 5.6132e-02
[Cossim] NextEmbStep0 cos: 0.999990 max: 1.0488e-03 mean: 2.4124e-04
[Cossim] TalkerHiddenStep1 cos: 0.999359 max: 4.0041e-01 mean: 7.8479e-02
[Cossim] CodesFull exact: 2.58% (1008 values)
[Cossim] Audio cos: 0.021264
[Cossim] WAV stft_cos: 0.285559 samples: 120960