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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-CUDA0-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: 0.018727 -0.007900 0.004578 -0.013287
[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: -0.377584 -0.053122 -0.039813 -0.054261
[Debug] talker-hidden-prefill-l7: [52, 2048] first4: -0.919122 0.546647 0.930051 0.992817
[Debug] talker-hidden-prefill-l14: [52, 2048] first4: -0.698185 0.741910 1.047810 0.901926
[Debug] talker-hidden-prefill-l21: [52, 2048] first4: -0.293857 0.673920 1.303763 0.486586
[Debug] talker-hidden-prefill-l27: [52, 2048] first4: -6.640599 -28.856728 -2.781946 32.033070
[Debug] talker-hidden-prefill-final: [52, 2048] first4: -0.300702 -1.364263 -0.116539 1.322731
[Debug] talker-logits-prefill: [3072] first4: -3.029830 -10.119137 -1.570917 -3.058243
[Debug] talker-hidden-prefill-l0: [52, 2048] first4: -0.377370 -0.053150 -0.039805 -0.054229
[Debug] talker-hidden-prefill-l7: [52, 2048] first4: -0.919016 0.546791 0.930121 0.992669
[Debug] talker-hidden-prefill-l14: [52, 2048] first4: -0.698064 0.742075 1.047876 0.901794
[Debug] talker-hidden-prefill-l21: [52, 2048] first4: -0.293831 0.674101 1.303767 0.486516
[Debug] talker-hidden-prefill-l27: [52, 2048] first4: -6.642353 -28.852940 -2.780969 32.031685
[Debug] talker-hidden-prefill-final: [52, 2048] first4: -0.300769 -1.364028 -0.116493 1.322619
[Debug] talker-logits-prefill: [3072] first4: -3.028953 -10.120714 -1.571011 -3.059533
[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: 0.551770 -0.653224 7.056627 -3.804871
[Debug] talker-hidden-step1: [2048] first4: 0.547696 -0.655166 7.058888 -3.805778
[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: 1.000000 max: 1.8311e-03 mean: 2.0342e-05
[Cossim] L7 cos: 1.000000 max: 5.3491e-01 mean: 1.6043e-04
[Cossim] L14 cos: 1.000000 max: 5.3369e-01 mean: 3.9851e-04
[Cossim] L21 cos: 1.000000 max: 5.2856e-01 mean: 1.1915e-03
[Cossim] L27 cos: 1.000000 max: 9.4678e-01 mean: 3.8733e-03
[Cossim] Final cos: 1.000000 max: 6.4301e-02 mean: 5.7386e-04
[Cossim] Logits cos: 1.000000 max: 7.1373e-03 mean: 1.0775e-03
[Cossim] NextEmbStep0 cos: 1.000000 max: 8.3447e-07 mean: 9.2208e-09
[Cossim] TalkerHiddenStep1 cos: 1.000000 max: 7.6799e-03 mean: 1.0526e-03
[Cossim] CodesFull exact: 100.00% (1008 values)
[Cossim] Audio cos: 0.999998
[Cossim] WAV stft_cos: 0.999999 samples: 120960
[Cossim] Embed cos: 1.000000 max: 1.9544e-04 mean: 1.9685e-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: 1.000000 max: 7.1564e-03 mean: 2.8523e-05
[Cossim] L7 cos: 1.000000 max: 1.6069e+00 mean: 2.0807e-04
[Cossim] L14 cos: 1.000000 max: 1.6074e+00 mean: 4.3788e-04
[Cossim] L21 cos: 1.000000 max: 1.6064e+00 mean: 1.2728e-03
[Cossim] L27 cos: 1.000000 max: 1.6226e+00 mean: 4.3520e-03
[Cossim] Final cos: 1.000000 max: 6.5765e-02 mean: 6.2782e-04
[Cossim] Logits cos: 1.000000 max: 9.5849e-03 mean: 9.8702e-04
[Cossim] NextEmbStep0 cos: 1.000000 max: 8.3447e-07 mean: 9.2106e-09
[Cossim] TalkerHiddenStep1 cos: 1.000000 max: 9.1391e-03 mean: 1.8985e-03
[Cossim] CodesFull exact: 21.73% (1008 values)
[Cossim] Audio cos: 0.367625
[Cossim] WAV stft_cos: 0.640372 samples: 120960