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Pascal
2026-05-31 02:39:03 +02:00
parent a62fde62e6
commit 29a7fa0f97
48 changed files with 1475 additions and 1463 deletions
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tests/customvoice-CUDA0-BF16.log
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@@ -1,3 +1,4 @@
[Qwen] qwentts.cpp a62fde6 (2026-05-30)
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
@@ -32,21 +33,21 @@ load_backend: loaded CPU backend from /mnt/workspace/qwentts.cpp/build/libggml-c
[Pipeline] Ready: hop 1920 samples @ 24000 Hz mono, 16 codebooks @ 12.5 Hz
[KVCache] Allocated: 28 layers, 8 KV heads, head_dim 128, max_seq_len 4096 -> 896 MB
[KVCache] Allocated: 5 layers, 8 KV heads, head_dim 128, max_seq_len 16 -> 0 MB
[Pipeline] Loaded: arch=1b7 variant=custom_voice tokenizer=qwen3_tts_tokenizer_12hz codebooks=16 speaker_encoder=absent speakers=9
[Pipeline] Loaded: arch=1b7 variant=custom_voice tokenizer=qwen3_tts_tokenizer_12hz codebooks=16 speaker_encoder=absent speakers=9 fa=on clamp_fp16=off
[BPE] Loaded from GGUF: 151676 vocab, 151291 merges, eos_id=151643
[BPE] Registered 5 arch special tokens (total specials=6)
[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: 0.021550 -0.009399 0.007126 -0.019719
[Debug] talker-input-embed: [41, 2048] first4: 0.021552 -0.009410 0.007135 -0.019698
[Debug] trailing-text-hidden: [1, 2048] first4: -0.003715 0.008406 -0.005009 -0.000409
[Debug] tts-pad-embed: [2048] first4: -0.003715 0.008406 -0.005009 -0.000409
[Debug] talker-hidden-prefill-l0: [41, 2048] first4: -0.379817 -0.060882 0.002518 -0.014104
[Debug] talker-hidden-prefill-l7: [41, 2048] first4: -1.347125 0.265610 1.567530 2.175550
[Debug] talker-hidden-prefill-l14: [41, 2048] first4: -1.106186 0.429259 1.666740 2.121611
[Debug] talker-hidden-prefill-l21: [41, 2048] first4: -0.676503 0.336397 2.023456 1.568729
[Debug] talker-hidden-prefill-l27: [41, 2048] first4: -0.892239 -24.659126 -2.221928 26.377346
[Debug] talker-hidden-prefill-final: [41, 2048] first4: -0.027560 -0.795376 -0.063772 0.742645
[Debug] talker-logits-prefill: [3072] first4: -0.707031 -8.062500 -2.812500 -4.968750
[Debug] talker-hidden-prefill-l0: [41, 2048] first4: -0.379815 -0.060772 0.002985 -0.014327
[Debug] talker-hidden-prefill-l7: [41, 2048] first4: -1.346465 0.269726 1.569094 2.175291
[Debug] talker-hidden-prefill-l14: [41, 2048] first4: -1.105307 0.433302 1.668352 2.121887
[Debug] talker-hidden-prefill-l21: [41, 2048] first4: -0.675624 0.342037 2.025074 1.566219
[Debug] talker-hidden-prefill-l27: [41, 2048] first4: -0.889476 -24.649376 -2.235569 26.374607
[Debug] talker-hidden-prefill-final: [41, 2048] first4: -0.027474 -0.795056 -0.064163 0.742563
[Debug] talker-logits-prefill: [3072] first4: -0.707031 -8.125000 -2.765625 -4.968750
[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
@@ -65,7 +66,7 @@ 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: -0.039671 -0.032533 -0.000920 0.180072
[Debug] talker-hidden-step1: [2048] first4: 0.504843 -1.868504 3.021610 -1.168490
[Debug] talker-hidden-step1: [2048] first4: 0.535949 -1.849469 3.002415 -1.185039
[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=1160 u=-1.0000000000 subseq=18
@@ -104,21 +105,21 @@ load_backend: loaded CPU backend from /mnt/workspace/qwentts.cpp/build/libggml-c
[Python] Codes shape: (63, 16) (T_frames, num_code_groups)
[Python] Audio: 120960 samples 24000 Hz 5.04s -> python/customvoice/customvoice-python.wav
[Quant] BF16 -> ../models/qwen-talker-1.7b-customvoice-BF16.gguf + ../models/qwen-tokenizer-12hz-BF16.gguf
[GGML] Cmd: ../build/qwen-tts --model ../models/qwen-talker-1.7b-customvoice-BF16.gguf --codec ../models/qwen-tokenizer-12hz-BF16.gguf --seed 42 --text qwentts.cpp is a minimal C++17 and GGML port of Qwen3-TTS for zero shot multilingual text to speech. --speaker vivian --lang english --max-new 64 --dump cpp/customvoice -o cpp/customvoice/customvoice-cpp.wav --greedy
[GGML] Cmd: ../build/qwen-tts --model ../models/qwen-talker-1.7b-customvoice-BF16.gguf --codec ../models/qwen-tokenizer-12hz-BF16.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: 1.000000 max: 1.9073e-06 mean: 1.8764e-08
[Cossim] TrailingText cos: 1.000000 max: 1.3709e-06 mean: 9.3658e-09
[Cossim] TTSPadEmbed cos: 1.000000 max: 1.3709e-06 mean: 9.3658e-09
[Cossim] L0 cos: 0.999997 max: 1.4418e-01 mean: 2.5783e-04
[Cossim] L7 cos: 0.999997 max: 1.8768e+01 mean: 3.1115e-03
[Cossim] L14 cos: 0.999997 max: 1.8776e+01 mean: 6.2973e-03
[Cossim] L21 cos: 0.999997 max: 1.8805e+01 mean: 2.1139e-02
[Cossim] L27 cos: 0.999990 max: 3.0633e+01 mean: 1.0479e-01
[Cossim] Final cos: 0.999970 max: 5.9777e-01 mean: 7.8789e-03
[Cossim] Logits cos: 0.999990 max: 9.4216e-02 mean: 1.7135e-02
[Cossim] NextEmbStep0 cos: 1.000000 max: 1.3709e-06 mean: 9.5057e-09
[Cossim] TalkerHiddenStep1 cos: 0.999989 max: 4.3977e-02 mean: 8.0388e-03
[Cossim] CodesFull exact: 30.65% (1008 values)
[Cossim] Audio cos: 0.286480
[Cossim] WAV stft_cos: 0.419330 samples: 120960
[Cossim] Embed cos: 1.000000 max: 1.0038e-03 mean: 3.5584e-05
[Cossim] TrailingText cos: 1.000000 max: 1.3709e-06 mean: 9.3464e-09
[Cossim] TTSPadEmbed cos: 1.000000 max: 1.3709e-06 mean: 9.3464e-09
[Cossim] L0 cos: 0.999997 max: 1.4417e-01 mean: 2.6730e-04
[Cossim] L7 cos: 0.999997 max: 1.8768e+01 mean: 3.1552e-03
[Cossim] L14 cos: 0.999997 max: 1.8778e+01 mean: 6.3006e-03
[Cossim] L21 cos: 0.999997 max: 1.8810e+01 mean: 2.0215e-02
[Cossim] L27 cos: 0.999989 max: 3.2072e+01 mean: 1.0380e-01
[Cossim] Final cos: 0.999964 max: 1.1374e+00 mean: 8.0261e-03
[Cossim] Logits cos: 0.999992 max: 9.2689e-02 mean: 1.5266e-02
[Cossim] NextEmbStep0 cos: 1.000000 max: 1.3709e-06 mean: 9.4380e-09
[Cossim] TalkerHiddenStep1 cos: 0.999990 max: 6.6821e-02 mean: 7.7880e-03
[Cossim] CodesFull exact: 15.87% (1008 values)
[Cossim] Audio cos: 0.169467
[Cossim] WAV stft_cos: 0.353257 samples: 120960