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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-F32.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: 0.018740 -0.007903 0.004584 -0.013295
[Debug] talker-input-embed: [52, 2048] first4: 0.018740 -0.007904 0.004582 -0.013297
[Debug] trailing-text-hidden: [1, 2048] first4: -0.004532 0.007560 -0.004596 -0.000724
[Debug] tts-pad-embed: [2048] first4: -0.004532 0.007560 -0.004596 -0.000724
[Debug] talker-hidden-prefill-l0: [52, 2048] first4: -0.377561 -0.053297 -0.039743 -0.054188
[Debug] talker-hidden-prefill-l7: [52, 2048] first4: -0.921009 0.548415 0.926041 0.995244
[Debug] talker-hidden-prefill-l14: [52, 2048] first4: -0.699224 0.743413 1.043896 0.903247
[Debug] talker-hidden-prefill-l21: [52, 2048] first4: -0.290611 0.679320 1.301284 0.486914
[Debug] talker-hidden-prefill-l27: [52, 2048] first4: -6.566702 -29.101055 -2.837411 32.037216
[Debug] talker-hidden-prefill-final: [52, 2048] first4: -0.298525 -1.381227 -0.119330 1.328108
[Debug] talker-logits-prefill: [3072] first4: -3.019531 -10.140625 -1.572266 -3.042969
[Debug] talker-hidden-prefill-l0: [52, 2048] first4: -0.377500 -0.053115 -0.039676 -0.054038
[Debug] talker-hidden-prefill-l7: [52, 2048] first4: -0.921444 0.547384 0.924921 0.995217
[Debug] talker-hidden-prefill-l14: [52, 2048] first4: -0.699608 0.742291 1.042761 0.903322
[Debug] talker-hidden-prefill-l21: [52, 2048] first4: -0.289999 0.677390 1.300594 0.487551
[Debug] talker-hidden-prefill-l27: [52, 2048] first4: -6.569641 -29.104300 -2.837480 32.018822
[Debug] talker-hidden-prefill-final: [52, 2048] first4: -0.298846 -1.382246 -0.119408 1.328176
[Debug] talker-logits-prefill: [3072] first4: -3.060547 -10.125000 -1.578125 -3.080078
[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: 0.004818 -0.029755 0.017770 0.080159
[Debug] talker-hidden-step1: [2048] first4: 0.534397 -0.656066 7.061725 -3.808899
[Debug] talker-hidden-step1: [2048] first4: 0.529472 -0.658489 7.077869 -3.804044
[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] F32 -> ../models/qwen-talker-1.7b-voicedesign-F32.gguf + ../models/qwen-tokenizer-12hz-F32.gguf
[GGML] Cmd: ../build/qwen-tts --model ../models/qwen-talker-1.7b-voicedesign-F32.gguf --codec ../models/qwen-tokenizer-12hz-F32.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-F32.gguf --codec ../models/qwen-tokenizer-12hz-F32.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: 1.000000 max: 2.3842e-06 mean: 1.8509e-08
[Cossim] TrailingText cos: 1.000000 max: 8.0466e-07 mean: 9.1670e-09
[Cossim] TTSPadEmbed cos: 1.000000 max: 8.0466e-07 mean: 9.1670e-09
[Cossim] L0 cos: 0.999998 max: 3.6648e-02 mean: 2.3396e-04
[Cossim] L7 cos: 0.999998 max: 2.6232e+01 mean: 3.0546e-03
[Cossim] L14 cos: 0.999998 max: 2.6172e+01 mean: 5.3008e-03
[Cossim] L21 cos: 0.999998 max: 2.6173e+01 mean: 1.3938e-02
[Cossim] L27 cos: 0.999994 max: 2.3815e+01 mean: 7.5717e-02
[Cossim] Final cos: 0.999973 max: 7.9596e-01 mean: 9.0659e-03
[Cossim] Logits cos: 0.999991 max: 8.4095e-02 mean: 1.2975e-02
[Cossim] NextEmbStep0 cos: 1.000000 max: 8.3447e-07 mean: 9.2208e-09
[Cossim] TalkerHiddenStep1 cos: 0.999995 max: 4.9522e-02 mean: 7.1255e-03
[Cossim] CodesFull exact: 22.42% (1008 values)
[Cossim] Audio cos: 0.387247
[Cossim] WAV stft_cos: 0.639551 samples: 120960
[Cossim] Embed cos: 1.000000 max: 1.8738e-05 mean: 1.6375e-06
[Cossim] TrailingText cos: 1.000000 max: 7.7486e-07 mean: 9.1737e-09
[Cossim] TTSPadEmbed cos: 1.000000 max: 7.7486e-07 mean: 9.1737e-09
[Cossim] L0 cos: 0.999998 max: 3.6650e-02 mean: 2.3488e-04
[Cossim] L7 cos: 0.999997 max: 2.3659e+01 mean: 3.0020e-03
[Cossim] L14 cos: 0.999997 max: 2.3636e+01 mean: 5.2403e-03
[Cossim] L21 cos: 0.999997 max: 2.3638e+01 mean: 1.3776e-02
[Cossim] L27 cos: 0.999993 max: 2.5783e+01 mean: 7.8860e-02
[Cossim] Final cos: 0.999975 max: 6.7773e-01 mean: 9.1282e-03
[Cossim] Logits cos: 0.999989 max: 8.6271e-02 mean: 1.4753e-02
[Cossim] NextEmbStep0 cos: 1.000000 max: 8.3447e-07 mean: 9.2106e-09
[Cossim] TalkerHiddenStep1 cos: 0.999987 max: 6.1182e-02 mean: 1.1015e-02
[Cossim] CodesFull exact: 10.32% (1008 values)
[Cossim] Audio cos: 0.173195
[Cossim] WAV stft_cos: 0.496584 samples: 120960