enne2/qwentts.cpp
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This commit is contained in:
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/customvoice-Vulkan0-F32.log
+25 -25
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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
@@ -47,7 +47,7 @@ load_backend: loaded CPU backend from /mnt/workspace/qwentts.cpp/build/libggml-c
[Debug] talker-hidden-prefill-l21: [41, 2048] first4: -0.667860 0.314923 2.050196 1.588315
[Debug] talker-hidden-prefill-l27: [41, 2048] first4: -0.985937 -24.421753 -2.187177 25.895386
[Debug] talker-hidden-prefill-final: [41, 2048] first4: -0.030451 -0.787641 -0.062769 0.729003
[Debug] talker-logits-prefill: [3072] first4: -0.724609 -8.062500 -2.769531 -4.972656
[Debug] talker-logits-prefill: [3072] first4: -0.727051 -8.062500 -2.744141 -4.957031
[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
@@ -66,7 +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: -0.039671 -0.032533 -0.000920 0.180072
[Debug] talker-hidden-step1: [2048] first4: 0.541132 -1.856774 3.021543 -1.184640
[Debug] talker-hidden-step1: [2048] first4: 0.530596 -1.852759 3.024868 -1.176871
[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
@@ -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 1159.000000 355.000000 22.000000
[Debug] output-audio: [122880] first4: 0.000015 0.000018 0.000016 0.000016
[Perf] PromptBuild 4.9 ms
[Perf] Prefill 14.5 ms (T_ctx prefill)
[Perf] TTFA 28.4 ms (first frame codes)
[Perf] TalkerDecode 345.8 ms (64 frames, 5.40 ms/frame)
[Perf] CodePredictor 514.5 ms (8.04 ms/frame)
[Perf] PromptBuild 2.8 ms
[Perf] Prefill 15.2 ms (T_ctx prefill)
[Perf] TTFA 27.3 ms (first frame codes)
[Perf] TalkerDecode 346.0 ms (64 frames, 5.41 ms/frame)
[Perf] CodePredictor 515.1 ms (8.05 ms/frame)
[Perf] HostCompose 1.0 ms (c0 sample + next emb)
[Perf] CodecDecode 20.7 ms
[Perf] Total 902.2 ms (64 frames, 13.46 ms/frame AR, audio 5.12 s, RTF 0.176)
[Perf] CodecDecode 22.2 ms
[Perf] Total 903.0 ms (64 frames, 13.47 ms/frame AR, audio 5.12 s, RTF 0.176)
[WAV] Wrote cpp/customvoice/customvoice-cpp.wav: 122880 samples, 24000 Hz, mono S16
[Pipeline] Wrote 122880 samples (5.12 s) -> cpp/customvoice/customvoice-cpp.wav
[Input] Prompt: 100 chars: qwentts.cpp is a minimal C++17 and GGML port of Qwen3-TTS fo...
@@ -116,18 +116,18 @@ load_backend: loaded CPU backend from /mnt/workspace/qwentts.cpp/build/libggml-c
[GGML] Cmd: ../build/qwen-tts --model ../models/qwen-talker-1.7b-customvoice-F32.gguf --codec ../models/qwen-tokenizer-12hz-F32.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: 1.000000 max: 1.7583e-05 mean: 1.5190e-06
[Cossim] TrailingText cos: 1.000000 max: 1.3709e-06 mean: 9.3464e-09
[Cossim] TTSPadEmbed cos: 1.000000 max: 1.3709e-06 mean: 9.3464e-09
[Cossim] L0 cos: 0.999998 max: 5.8418e-02 mean: 2.1386e-04
[Cossim] L7 cos: 0.999997 max: 1.9661e+01 mean: 3.1486e-03
[Cossim] L14 cos: 0.999997 max: 1.9681e+01 mean: 5.9397e-03
[Cossim] L21 cos: 0.999996 max: 1.9747e+01 mean: 1.7527e-02
[Cossim] L27 cos: 0.999993 max: 1.9449e+01 mean: 9.8409e-02
[Cossim] Final cos: 0.999974 max: 1.1404e+00 mean: 6.6964e-03
[Cossim] Logits cos: 0.999993 max: 9.0520e-02 mean: 1.3486e-02
[Cossim] NextEmbStep0 cos: 1.000000 max: 1.3709e-06 mean: 9.4380e-09
[Cossim] TalkerHiddenStep1 cos: 0.999988 max: 1.2599e-01 mean: 7.9705e-03
[Cossim] CodesFull exact: 51.09% (1008 values)
[Cossim] Audio cos: 0.352463
[Cossim] WAV stft_cos: 0.447080 samples: 120960
[Cossim] Embed cos: 1.000000 max: 1.7583e-05 mean: 1.5171e-06
[Cossim] TrailingText cos: 1.000000 max: 5.9605e-08 mean: 6.1144e-10
[Cossim] TTSPadEmbed cos: 1.000000 max: 5.9605e-08 mean: 6.1144e-10
[Cossim] L0 cos: 0.999998 max: 5.8418e-02 mean: 2.1380e-04
[Cossim] L7 cos: 0.999997 max: 1.9661e+01 mean: 3.1661e-03
[Cossim] L14 cos: 0.999997 max: 1.9681e+01 mean: 5.8656e-03
[Cossim] L21 cos: 0.999996 max: 1.9747e+01 mean: 1.7076e-02
[Cossim] L27 cos: 0.999992 max: 2.4651e+01 mean: 9.4464e-02
[Cossim] Final cos: 0.999980 max: 5.1343e-01 mean: 6.4391e-03
[Cossim] Logits cos: 0.999992 max: 9.8179e-02 mean: 1.4742e-02
[Cossim] NextEmbStep0 cos: 1.000000 max: 5.9605e-08 mean: 5.6872e-10
[Cossim] TalkerHiddenStep1 cos: 0.999982 max: 1.3266e-01 mean: 9.8017e-03
[Cossim] CodesFull exact: 37.20% (1008 values)
[Cossim] Audio cos: 0.402590
[Cossim] WAV stft_cos: 0.628384 samples: 120960