enne2/qwentts.cpp
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Pascal
2026-05-31 17:49:31 +02:00
parent 08b79d1209
commit 8aba0f012a
32 changed files with 1010 additions and 1010 deletions
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tests/tts-CUDA0-BF16.log
+28 -28
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@@ -1,4 +1,4 @@
[Qwen] qwentts.cpp 5442c2f (2026-05-31)
[Qwen] qwentts.cpp 199a658 (2026-05-31)
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
@@ -39,15 +39,15 @@ load_backend: loaded CPU backend from /mnt/workspace/qwentts.cpp/build/libggml-c
[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: 0.018727 -0.007901 0.004592 -0.013309
[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] trailing-text-hidden: [1, 2048] first4: -0.004528 0.007558 -0.004598 -0.000718
[Debug] tts-pad-embed: [2048] first4: -0.004528 0.007558 -0.004598 -0.000718
[Debug] talker-hidden-prefill-l0: [52, 2048] first4: -0.378245 -0.053189 -0.040086 -0.055057
[Debug] talker-hidden-prefill-l7: [52, 2048] first4: -0.913287 0.544263 0.936098 0.987041
[Debug] talker-hidden-prefill-l14: [52, 2048] first4: -0.693041 0.740130 1.053631 0.897233
[Debug] talker-hidden-prefill-l21: [52, 2048] first4: -0.291059 0.672281 1.312454 0.484646
[Debug] talker-hidden-prefill-l27: [52, 2048] first4: -6.573664 -28.454243 -2.757126 31.734982
[Debug] talker-hidden-prefill-final: [52, 2048] first4: -0.297283 -1.343485 -0.115349 1.308717
[Debug] talker-logits-prefill: [3072] first4: -3.093750 -10.062500 -1.562500 -3.015625
[Debug] talker-logits-prefill: [3072] first4: -3.046875 -10.062500 -1.554688 -3.031250
[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
@@ -65,8 +65,8 @@ load_backend: loaded CPU backend from /mnt/workspace/qwentts.cpp/build/libggml-c
[Sample-CP] g=13 c=82 u=-1.0000000000 subseq=14
[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: 0.542476 -0.642450 7.083525 -3.779171
[Debug] next-emb-step0: [2048] first4: 0.004822 -0.029757 0.017768 0.080165
[Debug] talker-hidden-step1: [2048] first4: 0.544759 -0.638723 7.078557 -3.790526
[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
@@ -94,14 +94,14 @@ load_backend: loaded CPU backend from /mnt/workspace/qwentts.cpp/build/libggml-c
[Pipeline] Generation done : 64 frames
[Debug] codes-full: [64, 16] first4: 1995.000000 1642.000000 1398.000000 1703.000000
[Debug] output-audio: [122880] first4: 0.000048 0.000058 0.000047 0.000050
[Perf] PromptBuild 51.7 ms
[Perf] Prefill 28.7 ms (T_ctx prefill)
[Perf] TTFA 94.6 ms (first frame codes)
[Perf] TalkerDecode 235.6 ms (64 frames, 3.68 ms/frame)
[Perf] CodePredictor 465.6 ms (7.28 ms/frame)
[Perf] PromptBuild 46.4 ms
[Perf] Prefill 10.6 ms (T_ctx prefill)
[Perf] TTFA 71.3 ms (first frame codes)
[Perf] TalkerDecode 235.0 ms (64 frames, 3.67 ms/frame)
[Perf] CodePredictor 466.5 ms (7.29 ms/frame)
[Perf] HostCompose 0.9 ms (c0 sample + next emb)
[Perf] CodecDecode 41.9 ms
[Perf] Total 825.3 ms (64 frames, 10.97 ms/frame AR, audio 5.12 s, RTF 0.161)
[Perf] CodecDecode 42.1 ms
[Perf] Total 802.4 ms (64 frames, 10.98 ms/frame AR, audio 5.12 s, RTF 0.157)
[WAV] Wrote cpp/tts/tts-cpp.wav: 122880 samples, 24000 Hz, mono S16
[Pipeline] Wrote 122880 samples (5.12 s) -> cpp/tts/tts-cpp.wav
[Input] Prompt: 100 chars: qwentts.cpp is a minimal C++17 and GGML port of Qwen3-TTS fo...
@@ -117,18 +117,18 @@ load_backend: loaded CPU backend from /mnt/workspace/qwentts.cpp/build/libggml-c
[GGML] Cmd: ../build/qwen-tts --model ../models/qwen-talker-1.7b-voicedesign-BF16.gguf --codec ../models/qwen-tokenizer-12hz-BF16.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: 0.999999 max: 1.1206e-03 mean: 3.1131e-05
[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: 0.999996 max: 1.6263e-01 mean: 3.0107e-04
[Cossim] L7 cos: 0.999997 max: 1.4358e+01 mean: 2.8334e-03
[Cossim] L14 cos: 0.999997 max: 1.4371e+01 mean: 5.5941e-03
[Cossim] L21 cos: 0.999997 max: 1.4399e+01 mean: 1.6069e-02
[Cossim] L27 cos: 0.999986 max: 5.5600e+01 mean: 8.6568e-02
[Cossim] Final cos: 0.999973 max: 8.4513e-01 mean: 9.5251e-03
[Cossim] Logits cos: 0.999968 max: 1.3380e-01 mean: 2.4371e-02
[Cossim] NextEmbStep0 cos: 1.000000 max: 8.3447e-07 mean: 9.2106e-09
[Cossim] TalkerHiddenStep1 cos: 0.999990 max: 6.1161e-02 mean: 1.0040e-02
[Cossim] CodesFull exact: 10.42% (1008 values)
[Cossim] Audio cos: 0.160630
[Cossim] WAV stft_cos: 0.411574 samples: 120960
[Cossim] Embed cos: 0.999999 max: 1.1206e-03 mean: 3.1755e-05
[Cossim] TrailingText cos: 1.000000 max: 2.1867e-05 mean: 2.3897e-06
[Cossim] TTSPadEmbed cos: 1.000000 max: 2.1867e-05 mean: 2.3897e-06
[Cossim] L0 cos: 0.999996 max: 1.6263e-01 mean: 3.0004e-04
[Cossim] L7 cos: 0.999997 max: 1.4358e+01 mean: 2.8210e-03
[Cossim] L14 cos: 0.999997 max: 1.4371e+01 mean: 5.5198e-03
[Cossim] L21 cos: 0.999997 max: 1.4399e+01 mean: 1.6232e-02
[Cossim] L27 cos: 0.999982 max: 6.2098e+01 mean: 8.9341e-02
[Cossim] Final cos: 0.999972 max: 8.4513e-01 mean: 9.7859e-03
[Cossim] Logits cos: 0.999982 max: 1.0386e-01 mean: 1.9016e-02
[Cossim] NextEmbStep0 cos: 1.000000 max: 2.1860e-05 mean: 2.3897e-06
[Cossim] TalkerHiddenStep1 cos: 0.999992 max: 5.1730e-02 mean: 8.9382e-03
[Cossim] CodesFull exact: 12.00% (1008 values)
[Cossim] Audio cos: 0.177311
[Cossim] WAV stft_cos: 0.459578 samples: 120960