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/base-Vulkan0-BF16.log
+23 -23
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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
@@ -49,7 +49,7 @@ load_backend: loaded CPU backend from /mnt/workspace/qwentts.cpp/build/libggml-c
[Debug] talker-hidden-prefill-l21: [40, 2048] first4: -0.769396 0.162826 0.799419 1.111035
[Debug] talker-hidden-prefill-l27: [40, 2048] first4: 7.051819 -34.400093 -7.071025 28.631334
[Debug] talker-hidden-prefill-final: [40, 2048] first4: 0.240013 -1.222632 -0.223628 0.888246
[Debug] talker-logits-prefill: [3072] first4: -4.237288 -6.409130 -1.000882 -3.244113
[Debug] talker-logits-prefill: [3072] first4: -4.289595 -6.392793 -0.992494 -3.227396
[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
@@ -68,7 +68,7 @@ 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: -0.042911 -0.033715 -0.000281 0.188977
[Debug] talker-hidden-step1: [2048] first4: 1.690565 -2.522467 6.791506 0.734965
[Debug] talker-hidden-step1: [2048] first4: 1.679285 -2.523743 6.788270 0.747907
[Sample] step=1 c0=215 u=-1.0000000000 subseq=16
[Sample-CP] g=0 c=1722 u=-1.0000000000 subseq=17
[Sample-CP] g=1 c=355 u=-1.0000000000 subseq=18
@@ -96,14 +96,14 @@ 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: 0.000016 0.000020 0.000015 0.000017
[Perf] PromptBuild 356.2 ms
[Perf] Prefill 102.2 ms (T_ctx prefill)
[Perf] TTFA 755.6 ms (first frame codes)
[Perf] TalkerDecode 230.0 ms (64 frames, 3.59 ms/frame)
[Perf] CodePredictor 713.0 ms (11.14 ms/frame)
[Perf] HostCompose 1.1 ms (c0 sample + next emb)
[Perf] CodecDecode 253.2 ms
[Perf] Total 1656.4 ms (64 frames, 14.75 ms/frame AR, audio 5.12 s, RTF 0.324)
[Perf] PromptBuild 2.2 ms
[Perf] Prefill 38.8 ms (T_ctx prefill)
[Perf] TTFA 49.4 ms (first frame codes)
[Perf] TalkerDecode 258.1 ms (64 frames, 4.03 ms/frame)
[Perf] CodePredictor 432.6 ms (6.76 ms/frame)
[Perf] HostCompose 1.0 ms (c0 sample + next emb)
[Perf] CodecDecode 23.7 ms
[Perf] Total 757.2 ms (64 frames, 10.81 ms/frame AR, audio 5.12 s, RTF 0.148)
[WAV] Wrote cpp/base/base-cpp.wav: 122880 samples, 24000 Hz, mono S16
[Pipeline] Wrote 122880 samples (5.12 s) -> cpp/base/base-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-base-BF16.gguf --codec ../models/qwen-tokenizer-12hz-BF16.gguf --seed 42 --lang english --max-new 64 --dump cpp/base -o cpp/base/base-cpp.wav --greedy
[GGML] Audio: 122880 samples 24000 Hz 5.12s -> cpp/base/base-cpp.wav
[Cossim] PromptIDs exact: 100.00% (38 values)
[Cossim] Embed cos: 1.000000 max: 1.4150e-04 mean: 1.2665e-05
[Cossim] TrailingText cos: 1.000000 max: 1.0431e-06 mean: 9.3737e-09
[Cossim] TTSPadEmbed cos: 1.000000 max: 1.0431e-06 mean: 9.3737e-09
[Cossim] L0 cos: 0.999999 max: 7.2330e-02 mean: 1.2825e-04
[Cossim] L7 cos: 0.999999 max: 1.2875e+01 mean: 1.5097e-03
[Cossim] L14 cos: 0.999999 max: 1.2876e+01 mean: 2.5798e-03
[Cossim] L21 cos: 0.999999 max: 1.2882e+01 mean: 6.7605e-03
[Cossim] L27 cos: 0.999998 max: 1.0766e+01 mean: 3.7696e-02
[Cossim] Final cos: 0.999996 max: 3.8615e-01 mean: 2.3165e-03
[Cossim] Logits cos: 0.999998 max: 3.2601e-02 mean: 6.0310e-03
[Cossim] NextEmbStep0 cos: 1.000000 max: 1.0431e-06 mean: 9.3270e-09
[Cossim] TalkerHiddenStep1 cos: 0.999998 max: 2.0218e-02 mean: 3.3137e-03
[Cossim] Embed cos: 1.000000 max: 1.4150e-04 mean: 1.2664e-05
[Cossim] TrailingText cos: 1.000000 max: 5.9605e-08 mean: 5.6559e-10
[Cossim] TTSPadEmbed cos: 1.000000 max: 5.9605e-08 mean: 5.6559e-10
[Cossim] L0 cos: 0.999999 max: 7.2430e-02 mean: 1.2817e-04
[Cossim] L7 cos: 0.999999 max: 1.2875e+01 mean: 1.5119e-03
[Cossim] L14 cos: 0.999999 max: 1.2876e+01 mean: 2.5326e-03
[Cossim] L21 cos: 0.999999 max: 1.2882e+01 mean: 6.5790e-03
[Cossim] L27 cos: 0.999998 max: 1.0766e+01 mean: 3.9332e-02
[Cossim] Final cos: 0.999997 max: 1.6863e-01 mean: 2.1954e-03
[Cossim] Logits cos: 0.999998 max: 3.2225e-02 mean: 6.4152e-03
[Cossim] NextEmbStep0 cos: 1.000000 max: 5.9605e-08 mean: 5.4979e-10
[Cossim] TalkerHiddenStep1 cos: 0.999999 max: 1.2512e-02 mean: 2.2503e-03
[Cossim] CodesFull exact: 100.00% (1008 values)
[Cossim] Audio cos: 0.981091
[Cossim] WAV stft_cos: 0.988782 samples: 120960