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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-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=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: 0.021601 -0.009355 0.007161 -0.019744
[Debug] talker-input-embed: [41, 2048] first4: 0.021718 -0.009369 0.007129 -0.019678
[Debug] trailing-text-hidden: [1, 2048] first4: -0.003786 0.008339 -0.005023 -0.000287
[Debug] tts-pad-embed: [2048] first4: -0.003786 0.008339 -0.005023 -0.000287
[Debug] talker-hidden-prefill-l0: [41, 2048] first4: -0.381353 -0.062791 0.001330 -0.016509
[Debug] talker-hidden-prefill-l7: [41, 2048] first4: -2.109648 0.161371 2.017616 1.132363
[Debug] talker-hidden-prefill-l14: [41, 2048] first4: -1.859596 0.326090 2.117046 1.085369
[Debug] talker-hidden-prefill-l21: [41, 2048] first4: -1.449659 0.263131 2.492201 0.581436
[Debug] talker-hidden-prefill-l27: [41, 2048] first4: -1.422006 -24.676947 -1.766300 24.876963
[Debug] talker-hidden-prefill-final: [41, 2048] first4: -0.043907 -0.795666 -0.050677 0.700152
[Debug] talker-logits-prefill: [3072] first4: -0.840332 -8.007812 -2.685547 -4.832031
[Debug] talker-hidden-prefill-l0: [41, 2048] first4: -0.380321 -0.062937 0.001099 -0.016046
[Debug] talker-hidden-prefill-l7: [41, 2048] first4: -2.109848 0.164757 2.020530 1.130142
[Debug] talker-hidden-prefill-l14: [41, 2048] first4: -1.859514 0.329631 2.120106 1.083235
[Debug] talker-hidden-prefill-l21: [41, 2048] first4: -1.446755 0.266681 2.494964 0.577370
[Debug] talker-hidden-prefill-l27: [41, 2048] first4: -1.404861 -24.704107 -1.774197 24.936502
[Debug] talker-hidden-prefill-final: [41, 2048] first4: -0.043405 -0.797034 -0.050935 0.702261
[Debug] talker-logits-prefill: [3072] first4: -0.811035 -8.015625 -2.671875 -4.843750
[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: -0.039680 -0.032027 -0.001058 0.180065
[Debug] talker-hidden-step1: [2048] first4: 0.569267 -1.901817 3.022171 -1.198206
[Debug] talker-hidden-step1: [2048] first4: 0.583368 -1.895007 3.011910 -1.211491
[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] Q8_0 -> ../models/qwen-talker-1.7b-customvoice-Q8_0.gguf + ../models/qwen-tokenizer-12hz-Q8_0.gguf
[GGML] Cmd: ../build/qwen-tts --model ../models/qwen-talker-1.7b-customvoice-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. --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-Q8_0.gguf --codec ../models/qwen-tokenizer-12hz-Q8_0.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: 0.999962 max: 5.1095e-02 mean: 2.0739e-04
[Cossim] Embed cos: 0.999962 max: 5.1095e-02 mean: 2.0833e-04
[Cossim] TrailingText cos: 0.999999 max: 1.8678e-04 mean: 4.3506e-05
[Cossim] TTSPadEmbed cos: 0.999999 max: 1.8678e-04 mean: 4.3506e-05
[Cossim] L0 cos: 0.999990 max: 5.8643e-02 mean: 6.5001e-04
[Cossim] L7 cos: 0.999982 max: 2.5612e+01 mean: 4.4817e-02
[Cossim] L14 cos: 0.999982 max: 2.5547e+01 mean: 5.5255e-02
[Cossim] L21 cos: 0.999979 max: 2.5867e+01 mean: 1.0312e-01
[Cossim] L27 cos: 0.999883 max: 6.8940e+01 mean: 4.5189e-01
[Cossim] Final cos: 0.998955 max: 1.0042e+01 mean: 3.4832e-02
[Cossim] Logits cos: 0.999876 max: 3.4833e-01 mean: 6.0124e-02
[Cossim] L0 cos: 0.999990 max: 5.8636e-02 mean: 6.5103e-04
[Cossim] L7 cos: 0.999982 max: 2.1609e+01 mean: 4.4860e-02
[Cossim] L14 cos: 0.999982 max: 2.1539e+01 mean: 5.5432e-02
[Cossim] L21 cos: 0.999979 max: 2.1860e+01 mean: 1.0403e-01
[Cossim] L27 cos: 0.999877 max: 7.6896e+01 mean: 4.5622e-01
[Cossim] Final cos: 0.998980 max: 1.0111e+01 mean: 3.4557e-02
[Cossim] Logits cos: 0.999883 max: 3.6397e-01 mean: 5.8559e-02
[Cossim] NextEmbStep0 cos: 0.999992 max: 1.1319e-03 mean: 2.3562e-04
[Cossim] TalkerHiddenStep1 cos: 0.999773 max: 3.4846e-01 mean: 3.6412e-02
[Cossim] CodesFull exact: 7.84% (1008 values)
[Cossim] Audio cos: 0.063656
[Cossim] WAV stft_cos: 0.318519 samples: 120960
[Cossim] TalkerHiddenStep1 cos: 0.999782 max: 3.5262e-01 mean: 3.5846e-02
[Cossim] CodesFull exact: 7.34% (1008 values)
[Cossim] Audio cos: 0.074544
[Cossim] WAV stft_cos: 0.345793 samples: 120960