enne2/qwentts.cpp
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Pascal
2026-07-20 20:36:48 +02:00
parent 521503f50b
commit ba4c7f7838
12 changed files with 327 additions and 259 deletions
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tests/clone-Vulkan0-F32.log
+62 -45
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@@ -1,4 +1,4 @@
[Qwen] qwentts.cpp 53c84fe (2026-07-20)
[Qwen] qwentts.cpp 521503f (2026-07-20)
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/git/qwentts.cpp/build/libggml-cuda.so
@@ -33,7 +33,7 @@ load_backend: loaded CPU backend from /mnt/workspace/git/qwentts.cpp/build/libgg
[Audio-Resample] Done: 380672 -> 414337 samples
[WeightCtx] Loaded 76 tensors, 45.8 MB into backend
[SpeakerEncoder] Loaded: enc_dim=2048 sr=24000 mel_dim=128 hidden=512 mfa=1536 asp_attn=128 se=128 scale=8
[Pipeline] Speaker encoder lazy loaded in 6 ms
[Pipeline] Speaker encoder lazy loaded in 5 ms
[Debug] mel-spk: [1618, 128] first4: -6.330339 -6.170074 -6.011195 -6.243161
[Debug] mel-hann: [1024] first4: 0.000000 0.000009 0.000038 0.000085
[Debug] mel-basis: [128, 513] first4: 0.000000 0.033550 0.008569 0.000000
@@ -51,7 +51,7 @@ load_backend: loaded CPU backend from /mnt/workspace/git/qwentts.cpp/build/libgg
[EncDownsample] Loaded: k=4 stride=2, 512 -> 512 channels, weights 2.0 MB
[WeightCtx] Loaded 20 tensors, 34.0 MB into backend
[EncQuantizer] Loaded: 16 codebooks (1 semantic + 15 acoustic), 2048 entries x 256 dim, hidden 512, weights 34.0 MB
[Pipeline] Codec encoder lazy loaded in 36 ms
[Pipeline] Codec encoder lazy loaded in 35 ms
[Debug] audio-input: [412800] first4: -0.000546 -0.001162 -0.000871 0.000340
[Debug] seanet-out: [430, 512] first4: -0.138303 13.699992 -0.351357 3.025051
[Debug] enc-transformer-out: [430, 512] first4: 0.526569 3.116264 -0.195330 0.625080
@@ -76,51 +76,33 @@ load_backend: loaded CPU backend from /mnt/workspace/git/qwentts.cpp/build/libgg
[Debug] talker-hidden-prefill-l27: [225, 2048] first4: 7.115197 -34.442551 -7.104288 28.617508
[Debug] talker-hidden-prefill-final: [225, 2048] first4: 0.242297 -1.224786 -0.224798 0.888284
[Debug] talker-logits-prefill: [3072] first4: 1.013672 -7.734375 -6.857910 -10.250000
[Batch] Admit slot=0 T_ctx=225 prefill=1426.7 ms build=21.4 ms (stall for 0 active slots)
[Batch] Admit slot=0 T_ctx=225 prefill=20.0 ms build=2.4 ms (stall for 0 active slots)
[Sample] step=0 c0=27 u=-1.0000000000 subseq=0
[Debug] codes-step0: [16] first4: 27.000000 1408.000000 1824.000000 400.000000
[Debug] next-emb-step0: [2048] first4: 0.034006 -0.013787 0.039109 0.091488
/mnt/workspace/git/qwentts.cpp/ggml/src/ggml-vulkan/ggml-vulkan.cpp:11497: GGML_ASSERT(dst->op != GGML_OP_GET_ROWS || (a_offset == 0 && b_offset == 0 && d_offset == 0)) failed
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[Thread debugging using libthread_db enabled]
Using host libthread_db library "/lib/x86_64-linux-gnu/libthread_db.so.1".
0x00007f5ef94a69ee in ?? () from /lib/x86_64-linux-gnu/libc.so.6
#0 0x00007f5ef94a69ee in ?? () from /lib/x86_64-linux-gnu/libc.so.6
#1 0x00007f5ef949b668 in ?? () from /lib/x86_64-linux-gnu/libc.so.6
#2 0x00007f5ef949b6ad in ?? () from /lib/x86_64-linux-gnu/libc.so.6
#3 0x00007f5ef95067c7 in wait4 () from /lib/x86_64-linux-gnu/libc.so.6
#4 0x00007f5ef9a60a93 in ggml_print_backtrace () from /mnt/workspace/git/qwentts.cpp/build/libggml-base.so.0
#5 0x00007f5ef9a60bfe in ggml_abort () from /mnt/workspace/git/qwentts.cpp/build/libggml-base.so.0
#6 0x00007f5cb08d4bf1 in void init_pushconst_tensor_offsets<vk_op_binary_push_constants>(ggml_backend_vk_context*, vk_op_binary_push_constants&, ggml_tensor const*, ggml_tensor const*, ggml_tensor const*, ggml_tensor const*, ggml_tensor*) () from /mnt/workspace/git/qwentts.cpp/build/libggml-vulkan.so
#7 0x00007f5cb0a49201 in void ggml_vk_op_f32<vk_op_binary_push_constants>(ggml_backend_vk_context*, std::shared_ptr<vk_context_struct>&, ggml_tensor const*, ggml_tensor const*, ggml_tensor const*, ggml_tensor const*, ggml_tensor*, ggml_op, vk_op_binary_push_constants&&) [clone .constprop.0] () from /mnt/workspace/git/qwentts.cpp/build/libggml-vulkan.so
#8 0x00007f5cb0a64f48 in ggml_vk_build_graph(ggml_backend_vk_context*, ggml_cgraph*, int, ggml_tensor*, int, bool, bool, bool) [clone .isra.0] () from /mnt/workspace/git/qwentts.cpp/build/libggml-vulkan.so
#9 0x00007f5cb0a679bc in ggml_backend_vk_graph_compute(ggml_backend*, ggml_cgraph*) () from /mnt/workspace/git/qwentts.cpp/build/libggml-vulkan.so
#10 0x00007f5ef9a7896e in ggml_backend_graph_compute () from /mnt/workspace/git/qwentts.cpp/build/libggml-base.so.0
#11 0x000055af16f11365 in tts_engine_step(TtsEngine*, std::vector<TtsJob*, std::allocator<TtsJob*> >*) ()
#12 0x000055af16f1e66a in pipeline_tts_synthesize(PipelineTTS*, BPETokenizer*, qt_tts_params const*, long, qt_audio*) ()
#13 0x000055af16efab80 in qt_synthesize ()
#14 0x000055af16ef1cdd in run(Args const&) ()
#15 0x000055af16eefa83 in main ()
[Inferior 1 (process 121260) detached]
[Debug] talker-hidden-step1: [2048] first4: 0.742126 2.656314 -0.143770 -0.182433
[Sample] step=1 c0=1902 u=-1.0000000000 subseq=16
[Pipeline] Generated 8 frames (slot 0)
[Pipeline] Generated 16 frames (slot 0)
[Pipeline] Generated 24 frames (slot 0)
[Pipeline] Generated 32 frames (slot 0)
[Pipeline] Generated 40 frames (slot 0)
[Pipeline] Generated 48 frames (slot 0)
[Pipeline] Generated 56 frames (slot 0)
[Pipeline] Generated 64 frames (slot 0)
[Pipeline] Generation done : 64 frames
[Debug] codes-full: [64, 16] first4: 27.000000 1408.000000 1824.000000 400.000000
[Debug] output-audio: [122880] first4: 0.000673 0.000478 -0.000828 -0.000482
[Perf] PromptBuild 2.4 ms
[Perf] Prefill 20.0 ms (T_ctx prefill)
[Perf] TTFA 796.6 ms (first frame codes)
[Perf] TalkerDecode 328.0 ms (64 frames, 5.13 ms/frame)
[Perf] CodePredictor 457.1 ms (7.14 ms/frame)
[Perf] HostCompose 0.1 ms (c0 sample + next emb)
[Perf] CodecDecode 29.3 ms
[Perf] Total 1604.0 ms (64 frames, 12.27 ms/frame AR, audio 5.12 s, RTF 0.313)
[WAV] Wrote cpp/clone/clone-cpp.wav: 122880 samples, 24000 Hz, mono S16
[Pipeline] Wrote 122880 samples (5.12 s) -> cpp/clone/clone-cpp.wav
[Input] Prompt: 100 chars: qwentts.cpp is a minimal C++17 and GGML port of Qwen3-TTS fo...
[Input] RefAudio: ../examples/freeman.wav
[Input] RefText: 213 chars: If you go into different cultures, they have different conce...
@@ -136,3 +118,38 @@ Using host libthread_db library "/lib/x86_64-linux-gnu/libthread_db.so.1".
[Python] Audio: 120960 samples 24000 Hz 5.04s -> python/clone/clone-python.wav
[Quant] F32 -> ../models/qwen-talker-1.7b-base-F32.gguf + ../models/qwen-tokenizer-12hz-F32.gguf
[GGML] Cmd: ../build/qwen-tts --model ../models/qwen-talker-1.7b-base-F32.gguf --codec ../models/qwen-tokenizer-12hz-F32.gguf --seed 42 --ref-wav ../examples/freeman.wav --ref-text ../examples/freeman.txt --lang english --max-new 64 --dump cpp/clone -o cpp/clone/clone-cpp.wav --greedy
[GGML] Audio: 122880 samples 24000 Hz 5.12s -> cpp/clone/clone-cpp.wav
[Cossim] PromptIDs exact: 100.00% (38 values)
[Cossim] RefCodes exact: 82.41% (3440 values)
[Cossim] Embed cos: 0.972129 max: 1.9482e-01 mean: 8.1111e-03
[Cossim] TrailingText cos: 1.000000 max: 2.9802e-08 mean: 6.7932e-10
[Cossim] TTSPadEmbed cos: 1.000000 max: 2.9802e-08 mean: 6.7932e-10
[Cossim] L0 cos: 0.987066 max: 6.8534e-01 mean: 1.0819e-02
[Cossim] L7 cos: 0.999990 max: 1.4637e+01 mean: 2.7206e-02
[Cossim] L14 cos: 0.999971 max: 1.4633e+01 mean: 5.9840e-02
[Cossim] L21 cos: 0.999707 max: 1.4642e+01 mean: 2.2449e-01
[Cossim] L27 cos: 0.998906 max: 2.5744e+01 mean: 5.2221e-01
[Cossim] Final cos: 0.994366 max: 7.7967e+00 mean: 1.6928e-01
[Cossim] Logits cos: 0.999568 max: 8.3677e-01 mean: 1.1911e-01
[Cossim] NextEmbStep0 cos: 0.822712 max: 2.7881e-01 mean: 3.0097e-02
[Cossim] TalkerHiddenStep1 cos: 0.990742 max: 1.7658e+00 mean: 2.9620e-01
[Cossim] MelHann cos: 1.000000 max: 1.7881e-07 mean: 3.2043e-08
[Cossim] MelBasis cos: 1.000000 max: 1.7881e-07 mean: 3.9379e-10
[Cossim] MelMag cos: 1.000000 max: 3.1307e-05 mean: 5.6396e-07
[Cossim] MelSpk cos: 1.000000 max: 2.5492e-03 mean: 9.3754e-06
[Cossim] SeanetInit cos: 1.000000 max: 4.1014e-04 mean: 3.4146e-06
[Cossim] SeanetResnet0 cos: 0.999987 max: 1.9526e-03 mean: 9.4296e-05
[Cossim] SeanetStage0 cos: 0.999985 max: 4.2238e-02 mean: 6.5089e-04
[Cossim] SeanetStage1 cos: 0.999866 max: 7.7454e-01 mean: 4.9543e-03
[Cossim] SeanetStage3 cos: 0.999995 max: 1.4657e+00 mean: 3.8722e-02
[Cossim] SeanetOut cos: 0.999963 max: 4.0791e-01 mean: 1.6984e-02
[Cossim] EncTransformer cos: 0.999974 max: 3.3284e-01 mean: 7.6420e-03
[Cossim] CodecPreFSQ cos: 0.999972 max: 4.5137e-01 mean: 1.8013e-02
[Cossim] SpkFrontend cos: 1.000000 max: 2.6600e-03 mean: 1.1964e-04
[Cossim] SpkBlock3 cos: 1.000000 max: 1.2138e-02 mean: 5.2076e-04
[Cossim] SpkMFA cos: 1.000000 max: 8.9911e-03 mean: 1.3077e-04
[Cossim] SpkASP cos: 1.000000 max: 2.2851e-04 mean: 1.7482e-05
[Cossim] SpeakerEmb cos: 1.000000 max: 7.8417e-05 mean: 1.3521e-05
[Cossim] CodesFull exact: 3.17% (1008 values)
[Cossim] Audio cos: 0.023761
[Cossim] WAV stft_cos: 0.225096 samples: 120960