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@@ -1,4 +1,4 @@
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[Qwen] qwentts.cpp f84fc05 (2026-07-04)
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[Qwen] qwentts.cpp bcac463 (2026-07-05)
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ggml_cuda_init: found 1 CUDA devices (Total VRAM: 97247 MiB):
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Device 0: NVIDIA RTX PRO 6000 Blackwell Workstation Edition, compute capability 12.0, VMM: yes, VRAM: 97247 MiB
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load_backend: loaded CUDA backend from /mnt/workspace/git/qwentts.cpp/build/libggml-cuda.so
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@@ -51,7 +51,7 @@ load_backend: loaded CPU backend from /mnt/workspace/git/qwentts.cpp/build/libgg
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[EncDownsample] Loaded: k=4 stride=2, 512 -> 512 channels, weights 2.0 MB
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[WeightCtx] Loaded 20 tensors, 34.0 MB into backend
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[EncQuantizer] Loaded: 16 codebooks (1 semantic + 15 acoustic), 2048 entries x 256 dim, hidden 512, weights 34.0 MB
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[Pipeline] Codec encoder lazy loaded in 44 ms
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[Pipeline] Codec encoder lazy loaded in 45 ms
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[Debug] audio-input: [412800] first4: -0.000546 -0.001162 -0.000871 0.000340
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[Debug] seanet-out: [430, 512] first4: -0.110593 13.765666 -0.317055 2.981106
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[Debug] enc-transformer-out: [430, 512] first4: 0.536260 3.195749 -0.156796 0.610111
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@@ -122,14 +122,14 @@ load_backend: loaded CPU backend from /mnt/workspace/git/qwentts.cpp/build/libgg
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[Pipeline] Generation done : 64 frames
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[Debug] codes-full: [64, 16] first4: 27.000000 1408.000000 1824.000000 400.000000
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[Debug] output-audio: [122880] first4: 0.000515 0.000357 -0.000915 -0.000575
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[Perf] PromptBuild 1.9 ms
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[Perf] Prefill 31.2 ms (T_ctx prefill)
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[Perf] TTFA 41.1 ms (first frame codes)
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[Perf] TalkerDecode 247.4 ms (64 frames, 3.87 ms/frame)
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[Perf] CodePredictor 418.8 ms (6.54 ms/frame)
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[Perf] HostCompose 0.1 ms (c0 sample + next emb)
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[Perf] CodecDecode 35.3 ms
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[Perf] Total 735.7 ms (64 frames, 10.41 ms/frame AR, audio 5.12 s, RTF 0.144)
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[Perf] PromptBuild 2.0 ms
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[Perf] Prefill 31.7 ms (T_ctx prefill)
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[Perf] TTFA 41.7 ms (first frame codes)
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[Perf] TalkerDecode 248.0 ms (64 frames, 3.88 ms/frame)
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[Perf] CodePredictor 415.5 ms (6.49 ms/frame)
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[Perf] HostCompose 0.2 ms (c0 sample + next emb)
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[Perf] CodecDecode 30.8 ms
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[Perf] Total 729.2 ms (64 frames, 10.37 ms/frame AR, audio 5.12 s, RTF 0.142)
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[WAV] Wrote cpp/clone/clone-cpp.wav: 122880 samples, 24000 Hz, mono S16
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[Pipeline] Wrote 122880 samples (5.12 s) -> cpp/clone/clone-cpp.wav
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[Input] Prompt: 100 chars: qwentts.cpp is a minimal C++17 and GGML port of Qwen3-TTS fo...
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