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/customvoice-CUDA0-Q4_K_M.log
+43 -43
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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=0, T_ctx=41, hidden=2048, lang=english (id=2050), speaker=vivian (id=3065) ref_spk_emb=no icl=no
[Debug] prompt-ids: [38] first4: 151644.000000 77091.000000 198.000000 80.000000
[Debug] talker-input-embed: [41, 2048] first4: 0.020289 -0.009997 0.006191 -0.021695
[Debug] trailing-text-hidden: [1, 2048] first4: -0.003884 0.008386 -0.004502 -0.000786
[Debug] tts-pad-embed: [2048] first4: -0.003884 0.008386 -0.004502 -0.000786
[Debug] trailing-text-hidden: [1, 2048] first4: -0.003912 0.008341 -0.004548 -0.000740
[Debug] tts-pad-embed: [2048] first4: -0.003912 0.008341 -0.004548 -0.000740
[Debug] talker-hidden-prefill-l0: [41, 2048] first4: -0.355011 -0.050283 -0.043141 -0.003944
[Debug] talker-hidden-prefill-l7: [41, 2048] first4: 8.645360 -0.409176 6.265828 14.740660
[Debug] talker-hidden-prefill-l14: [41, 2048] first4: 8.633706 -0.117144 6.429363 14.546964
[Debug] talker-hidden-prefill-l21: [41, 2048] first4: 8.566828 0.177386 6.694110 14.135141
[Debug] talker-hidden-prefill-l27: [41, 2048] first4: 10.430892 -28.939522 -0.966624 39.405346
[Debug] talker-hidden-prefill-final: [41, 2048] first4: 0.320810 -0.929439 -0.027625 1.104689
[Debug] talker-logits-prefill: [3072] first4: -0.887401 -8.253203 -1.895066 -5.468317
[Debug] talker-logits-prefill: [3072] first4: -0.739150 -8.110693 -1.857955 -5.541620
[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
@@ -65,24 +65,24 @@ load_backend: loaded CPU backend from /mnt/workspace/qwentts.cpp/build/libggml-c
[Sample-CP] g=13 c=812 u=-1.0000000000 subseq=14
[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: -0.041045 -0.031131 0.000245 0.179301
[Debug] talker-hidden-step1: [2048] first4: 2.157689 -1.716751 2.875055 -1.246890
[Debug] next-emb-step0: [2048] first4: -0.041074 -0.031176 0.000198 0.179347
[Debug] talker-hidden-step1: [2048] first4: 2.373294 -1.774304 2.979298 -1.468646
[Sample] step=1 c0=259 u=-1.0000000000 subseq=16
[Sample-CP] g=0 c=259 u=-1.0000000000 subseq=17
[Sample-CP] g=1 c=821 u=-1.0000000000 subseq=18
[Sample-CP] g=0 c=1650 u=-1.0000000000 subseq=17
[Sample-CP] g=1 c=1160 u=-1.0000000000 subseq=18
[Sample-CP] g=2 c=1605 u=-1.0000000000 subseq=19
[Sample-CP] g=3 c=1631 u=-1.0000000000 subseq=20
[Sample-CP] g=4 c=859 u=-1.0000000000 subseq=21
[Sample-CP] g=5 c=1138 u=-1.0000000000 subseq=22
[Sample-CP] g=6 c=122 u=-1.0000000000 subseq=23
[Sample-CP] g=7 c=1842 u=-1.0000000000 subseq=24
[Sample-CP] g=8 c=1252 u=-1.0000000000 subseq=25
[Sample-CP] g=9 c=1532 u=-1.0000000000 subseq=26
[Sample-CP] g=10 c=501 u=-1.0000000000 subseq=27
[Sample-CP] g=11 c=1567 u=-1.0000000000 subseq=28
[Sample-CP] g=12 c=1060 u=-1.0000000000 subseq=29
[Sample-CP] g=13 c=1799 u=-1.0000000000 subseq=30
[Sample-CP] g=14 c=570 u=-1.0000000000 subseq=31
[Sample-CP] g=3 c=656 u=-1.0000000000 subseq=20
[Sample-CP] g=4 c=462 u=-1.0000000000 subseq=21
[Sample-CP] g=5 c=1614 u=-1.0000000000 subseq=22
[Sample-CP] g=6 c=1518 u=-1.0000000000 subseq=23
[Sample-CP] g=7 c=186 u=-1.0000000000 subseq=24
[Sample-CP] g=8 c=298 u=-1.0000000000 subseq=25
[Sample-CP] g=9 c=1047 u=-1.0000000000 subseq=26
[Sample-CP] g=10 c=126 u=-1.0000000000 subseq=27
[Sample-CP] g=11 c=284 u=-1.0000000000 subseq=28
[Sample-CP] g=12 c=1632 u=-1.0000000000 subseq=29
[Sample-CP] g=13 c=1051 u=-1.0000000000 subseq=30
[Sample-CP] g=14 c=577 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 1159.000000 355.000000 22.000000
[Debug] output-audio: [122880] first4: 0.000014 0.000015 0.000012 0.000016
[Perf] PromptBuild 92.7 ms
[Perf] Prefill 10.5 ms (T_ctx prefill)
[Perf] TTFA 112.0 ms (first frame codes)
[Perf] TalkerDecode 180.2 ms (64 frames, 2.82 ms/frame)
[Perf] CodePredictor 450.3 ms (7.04 ms/frame)
[Perf] HostCompose 1.7 ms (c0 sample + next emb)
[Perf] CodecDecode 49.7 ms
[Perf] Total 785.7 ms (64 frames, 9.88 ms/frame AR, audio 5.12 s, RTF 0.153)
[Perf] PromptBuild 58.0 ms
[Perf] Prefill 9.7 ms (T_ctx prefill)
[Perf] TTFA 76.7 ms (first frame codes)
[Perf] TalkerDecode 180.6 ms (64 frames, 2.82 ms/frame)
[Perf] CodePredictor 450.7 ms (7.04 ms/frame)
[Perf] HostCompose 2.0 ms (c0 sample + next emb)
[Perf] CodecDecode 55.1 ms
[Perf] Total 757.0 ms (64 frames, 9.90 ms/frame AR, audio 5.12 s, RTF 0.148)
[WAV] Wrote cpp/customvoice/customvoice-cpp.wav: 122880 samples, 24000 Hz, mono S16
[Pipeline] Wrote 122880 samples (5.12 s) -> cpp/customvoice/customvoice-cpp.wav
[Input] Prompt: 100 chars: qwentts.cpp is a minimal C++17 and GGML port of Qwen3-TTS fo...
@@ -116,18 +116,18 @@ load_backend: loaded CPU backend from /mnt/workspace/qwentts.cpp/build/libggml-c
[GGML] Cmd: ../build/qwen-tts --model ../models/qwen-talker-1.7b-customvoice-Q4_K_M.gguf --codec ../models/qwen-tokenizer-12hz-Q4_K_M.gguf --seed 42 --speaker vivian --lang english --max-new 64 --dump cpp/customvoice -o cpp/customvoice/customvoice-cpp.wav --greedy
[GGML] Audio: 122880 samples 24000 Hz 5.12s -> cpp/customvoice/customvoice-cpp.wav
[Cossim] PromptIDs exact: 100.00% (38 values)
[Cossim] Embed cos: 0.999688 max: 1.6597e-01 mean: 1.0460e-03
[Cossim] TrailingText cos: 0.999971 max: 1.2941e-03 mean: 2.2429e-04
[Cossim] TTSPadEmbed cos: 0.999971 max: 1.2941e-03 mean: 2.2429e-04
[Cossim] L0 cos: 0.999273 max: 4.2797e-01 mean: 6.4054e-03
[Cossim] L7 cos: 0.997565 max: 7.8803e+01 mean: 5.9663e-01
[Cossim] L14 cos: 0.997546 max: 7.8470e+01 mean: 7.1838e-01
[Cossim] L21 cos: 0.997090 max: 8.2114e+01 mean: 1.3172e+00
[Cossim] L27 cos: 0.986996 max: 6.0917e+02 mean: 5.5279e+00
[Cossim] Final cos: 0.899728 max: 7.4843e+01 mean: 4.2324e-01
[Cossim] Logits cos: 0.987958 max: 3.4934e+00 mean: 5.0302e-01
[Cossim] NextEmbStep0 cos: 0.999915 max: 3.2489e-03 mean: 7.7490e-04
[Cossim] TalkerHiddenStep1 cos: 0.960377 max: 2.3371e+00 mean: 4.9011e-01
[Cossim] CodesFull exact: 2.88% (1008 values)
[Cossim] Audio cos: 0.004687
[Cossim] WAV stft_cos: 0.074930 samples: 120960
[Cossim] Embed cos: 0.999688 max: 1.6592e-01 mean: 1.0461e-03
[Cossim] TrailingText cos: 0.999970 max: 1.3497e-03 mean: 2.2447e-04
[Cossim] TTSPadEmbed cos: 0.999970 max: 1.3497e-03 mean: 2.2447e-04
[Cossim] L0 cos: 0.999260 max: 4.5659e-01 mean: 6.4688e-03
[Cossim] L7 cos: 0.997565 max: 7.8803e+01 mean: 5.9680e-01
[Cossim] L14 cos: 0.997546 max: 7.8470e+01 mean: 7.1914e-01
[Cossim] L21 cos: 0.997070 max: 8.2114e+01 mean: 1.3285e+00
[Cossim] L27 cos: 0.985133 max: 8.7350e+02 mean: 5.5949e+00
[Cossim] Final cos: 0.903518 max: 7.3380e+01 mean: 4.2497e-01
[Cossim] Logits cos: 0.989764 max: 3.2861e+00 mean: 4.6385e-01
[Cossim] NextEmbStep0 cos: 0.999915 max: 3.1787e-03 mean: 7.7489e-04
[Cossim] TalkerHiddenStep1 cos: 0.956822 max: 2.7100e+00 mean: 5.1082e-01
[Cossim] CodesFull exact: 2.98% (1008 values)
[Cossim] Audio cos: 0.005839
[Cossim] WAV stft_cos: 0.049973 samples: 120960