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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/tts-Vulkan0-Q8_0.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=voice_design tokenizer=qwen3_tts_tokenizer_12hz codebooks=16 speaker_encoder=absent speakers=0
[Pipeline] Loaded: arch=1b7 variant=voice_design tokenizer=qwen3_tts_tokenizer_12hz codebooks=16 speaker_encoder=absent speakers=0 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=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: 0.018647 -0.007834 0.004680 -0.013328
[Debug] talker-input-embed: [52, 2048] first4: 0.018656 -0.007835 0.004682 -0.013331
[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] talker-hidden-prefill-l0: [52, 2048] first4: -0.379852 -0.054862 -0.041081 -0.052085
[Debug] talker-hidden-prefill-l7: [52, 2048] first4: -1.402396 0.408609 1.507983 0.574799
[Debug] talker-hidden-prefill-l14: [52, 2048] first4: -1.175818 0.613162 1.630474 0.489529
[Debug] talker-hidden-prefill-l21: [52, 2048] first4: -0.786077 0.493968 1.929888 0.109035
[Debug] talker-hidden-prefill-l27: [52, 2048] first4: -7.063078 -29.640556 -2.152674 31.781174
[Debug] talker-hidden-prefill-final: [52, 2048] first4: -0.318960 -1.397496 -0.089932 1.308749
[Debug] talker-logits-prefill: [3072] first4: -2.982422 -10.085938 -1.507812 -3.093750
[Debug] talker-hidden-prefill-l0: [52, 2048] first4: -0.379720 -0.055122 -0.040873 -0.052027
[Debug] talker-hidden-prefill-l7: [52, 2048] first4: -1.401856 0.409711 1.509710 0.573916
[Debug] talker-hidden-prefill-l14: [52, 2048] first4: -1.175223 0.614676 1.632030 0.488298
[Debug] talker-hidden-prefill-l21: [52, 2048] first4: -0.784744 0.496327 1.930501 0.109632
[Debug] talker-hidden-prefill-l27: [52, 2048] first4: -7.069296 -29.683353 -2.160596 31.778461
[Debug] talker-hidden-prefill-final: [52, 2048] first4: -0.319484 -1.400580 -0.090332 1.309634
[Debug] talker-logits-prefill: [3072] first4: -2.990234 -10.054688 -1.530273 -3.050781
[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
@@ -65,7 +66,7 @@ load_backend: loaded CPU backend from /mnt/workspace/qwentts.cpp/build/libggml-c
[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: 0.538580 -0.664507 7.114338 -3.862589
[Debug] talker-hidden-step1: [2048] first4: 0.535881 -0.678888 7.106958 -3.852412
[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
@@ -105,21 +106,21 @@ 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/tts/tts-python.wav
[Quant] Q8_0 -> ../models/qwen-talker-1.7b-voicedesign-Q8_0.gguf + ../models/qwen-tokenizer-12hz-Q8_0.gguf
[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 --text qwentts.cpp is a minimal C++17 and GGML port of Qwen3-TTS for zero shot multilingual text to speech. --instruct male, young adult, moderate pitch --lang english --max-new 64 --dump cpp/tts -o cpp/tts/tts-cpp.wav --greedy
[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: 0.999989 max: 2.2227e-03 mean: 1.6673e-04
[Cossim] Embed cos: 0.999989 max: 2.2115e-03 mean: 1.6760e-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: 0.999992 max: 4.9368e-02 mean: 6.5849e-04
[Cossim] L7 cos: 0.999986 max: 1.8340e+01 mean: 3.2028e-02
[Cossim] L14 cos: 0.999986 max: 1.8247e+01 mean: 4.0458e-02
[Cossim] L21 cos: 0.999983 max: 1.8454e+01 mean: 7.6089e-02
[Cossim] L27 cos: 0.999947 max: 6.4114e+01 mean: 3.3413e-01
[Cossim] Final cos: 0.999670 max: 1.4440e+00 mean: 3.7552e-02
[Cossim] Logits cos: 0.999767 max: 4.0209e-01 mean: 6.3427e-02
[Cossim] L0 cos: 0.999992 max: 5.2092e-02 mean: 6.6198e-04
[Cossim] L7 cos: 0.999986 max: 1.8315e+01 mean: 3.1960e-02
[Cossim] L14 cos: 0.999986 max: 1.8216e+01 mean: 4.0318e-02
[Cossim] L21 cos: 0.999984 max: 1.8408e+01 mean: 7.6007e-02
[Cossim] L27 cos: 0.999943 max: 7.4066e+01 mean: 3.3577e-01
[Cossim] Final cos: 0.999670 max: 1.5096e+00 mean: 3.7530e-02
[Cossim] Logits cos: 0.999795 max: 3.7740e-01 mean: 6.0399e-02
[Cossim] NextEmbStep0 cos: 0.999990 max: 1.0252e-03 mean: 2.4056e-04
[Cossim] TalkerHiddenStep1 cos: 0.999732 max: 2.9859e-01 mean: 5.0384e-02
[Cossim] CodesFull exact: 8.23% (1008 values)
[Cossim] Audio cos: 0.217182
[Cossim] WAV stft_cos: 0.489313 samples: 120960
[Cossim] TalkerHiddenStep1 cos: 0.999734 max: 2.9196e-01 mean: 4.9954e-02
[Cossim] CodesFull exact: 5.16% (1008 values)
[Cossim] Audio cos: 0.025097
[Cossim] WAV stft_cos: 0.334440 samples: 120960