2026-10-27 15:03:18.929 python3[35872:79390408] 2026-10-27 15:03:18.929469 [W:onnxruntime:Default, telemetry_1ds.cc:600 operator()] Failed to persist telemetry device ID; using an in-memory identifier WITNESS Mimi standard CPU seed=42 score=0.9191182; exact repeat, future invariance, both speakers and loading audit passed 2026-10-27 15:03:27.958 python3[35872:79390505] NetworkStorageDB:_openDBReadConnections: failed to open read connection to DB @ /Users/wangx/Library/Caches/python3/Cache.db. Error=14. Cause=unable to open database file 2026-10-27 15:03:27.958 python3[35872:79390505] The read-connection to the DB=/Users/wangx/Library/Caches/python3/Cache.db is NOT valid. Unable to determine schema version. 2026-10-27 15:03:27.958 python3[35872:79390505] NetworkStorageDB:_openDBWriteConnections: failed to open write connection to DB @ /Users/wangx/Library/Caches/python3/Cache.db. Error=14. Cause=unable to open database file 2026-10-27 15:03:27.958 python3[35872:79390505] DEBUG: there is no SQL cache DB located at /Users/wangx/Library/Caches/python3/Cache.db. 2026-10-27 15:03:27.959 python3[35872:79390505] DEBUG: there is no SQL cache DB located at /Users/wangx/Library/Caches/python3/Cache.db-shm. 2026-10-27 15:03:27.959 python3[35872:79390505] DEBUG: there is no SQL cache DB located at /Users/wangx/Library/Caches/python3/Cache.db-wal. { "witness": { "repeat_identical": true, "future_invariance": true, "both_channels_nonzero": true, "score": 0.9191182181239128, "timing": { "model_load_ms": 46.263291500508785, "replay_inference_ms": 3829.8779549077153, "mean_update_ms": 15.319511819630861, "p95_update_ms": 17.98368152230978, "first_output_ms": 160.0, "frame_count": 250 }, "loading_audit": { "variant": "vap", "loader_architecture_marker": "vap", "encoder": "mimi", "checkpoint_mc": false, "single_tower": false, "missing_trainable_parameters": [], "mismatched_parameters": [], "unused_frozen_frame_rate_parameters": [ "encoder1.frame_rate_conv.weight", "encoder1.frame_rate_conv.bias", "encoder2.frame_rate_conv.weight", "encoder2.frame_rate_conv.bias" ], "loader_messages": "Loading model from local file: /Users/wangx/Code/晓白灵智能打断/experiments/maai-ch-kyoto/models/mimi/vap_mimi_state_dict_ch_kyoto_12.5hz_20000msec.pt\nUsing ONNX Mimi backend (fp32, local): /Users/wangx/Code/晓白灵智能打断/experiments/maai-ch-kyoto/models/mimi/continuous_mimi_fp32.onnx\nFroze EncoderMimiOnnx!\nUsing ONNX Mimi backend (fp32, local): /Users/wangx/Code/晓白灵智能打断/experiments/maai-ch-kyoto/models/mimi/continuous_mimi_fp32.onnx\nFroze EncoderMimiOnnx!\nfreeze encoder\nFroze EncoderMimiOnnx!\nFroze EncoderMimiOnnx!\nWarning: Parameter 'ar_channel.layers.0.mha.m' was not updated from its initial value.\nWarning: Parameter 'ar.layers.0.mha.m' was not updated from its initial value.\nWarning: Parameter 'ar.layers.0.mha_cross.m' was not updated from its initial value.\nWarning: Parameter 'ar.layers.1.mha.m' was not updated from its initial value.\nWarning: Parameter 'ar.layers.1.mha_cross.m' was not updated from its initial value.\nWarning: Parameter 'ar.layers.2.mha.m' was not updated from its initial value.\nWarning: Parameter 'ar.layers.2.mha_cross.m' was not updated from its initial value.\nWarning: Parameter 'objective.codebook.emb.weight' was not updated from its initial value.\n", "encoder_provider": [ "CPUExecutionProvider" ] } }, "provenance": { "machine": "macOS-26.4.1-arm64-arm-64bit", "hardware": "Apple M4 Mac mini / 16 GB", "python": "3.11.15 (main, Mar 25 2026, 02:58:47) [Clang 22.1.1 ]", "environment": "experiments/maai-ch-kyoto/.venv (uv.lock)", "device": "cpu", "torch_threads": 4, "torch_interop_threads": 1, "onnx_intra_threads": 4, "onnx_inter_threads": 1, "dependencies": { "maai": "0.2.22", "torch": "2.14.1", "transformers": "5.5.3", "onnxruntime": "1.31.0", "numpy": "2.4.6", "soundfile": "0.14.0", "soxr": "1.1.0" }, "model_type": "normal-ver2", "variant": "vap", "mc": false, "checkpoint_filename": "vap_mimi_state_dict_ch_kyoto_12.5hz_20000msec.pt", "encoder": "mimi", "encoder_precision": "fp32", "channels": { "0": "recorded user", "1": "recorded robot" }, "sample_rate": 16000, "frame_rate": 12.5, "frame_ms": 80, "context_ms": 20000, "seed": 42, "use_kv_cache": true, "weights": { "files": [ { "filename": "vap_mimi_state_dict_ch_kyoto_12.5hz_20000msec.pt", "repo": "maai-kyoto/vap_ch_kyoto", "revision": "c135cdcfa12ff5aa1cce2fdd23df110941a78f38", "url": "https://huggingface.co/maai-kyoto/vap_ch_kyoto/resolve/c135cdcfa12ff5aa1cce2fdd23df110941a78f38/vap_mimi_state_dict_ch_kyoto_12.5hz_20000msec.pt", "sha256": "2820d2b172a6ddd4696d33edb43933f436a09a3e0d3eb41c7dc390c33b22d5ce", "size": 15052341, "upstream_blob_id": "cd3d8d053652e41ecfba747a193b98a230ffcbca" }, { "filename": "continuous_mimi_fp32.onnx", "repo": "maai-kyoto/continuous-mimi-onnx", "revision": "303ef4ec0c70e4c71b67ea166acd26dd0d96655c", "url": "https://huggingface.co/maai-kyoto/continuous-mimi-onnx/resolve/303ef4ec0c70e4c71b67ea166acd26dd0d96655c/continuous_mimi_fp32.onnx", "sha256": "c86171a48e1bd46aa31a52e7fe00f74acc310e0d15d11881516cdd1df1639b54", "size": 155877436, "upstream_blob_id": "1ade42d5caa75f7567c2f904245cf893584e6ed9" }, { "filename": "continuous_mimi_fp32.json", "repo": "maai-kyoto/continuous-mimi-onnx", "revision": "303ef4ec0c70e4c71b67ea166acd26dd0d96655c", "url": "https://huggingface.co/maai-kyoto/continuous-mimi-onnx/resolve/303ef4ec0c70e4c71b67ea166acd26dd0d96655c/continuous_mimi_fp32.json", "sha256": "221ab200381209d22ddf0291aff8fd0752633f0ddf7cbdd344cda6b039333c74", "size": 7411, "upstream_blob_id": "21be6fa62ec6c92cc9ba003c72ea09c218e9946e" }, { "filename": "vap_mc_mimi_state_dict_ch_kyoto_12.5hz_20000msec.pt", "repo": "maai-kyoto/vap_ch_kyoto", "revision": "c135cdcfa12ff5aa1cce2fdd23df110941a78f38", "url": "https://huggingface.co/maai-kyoto/vap_ch_kyoto/resolve/c135cdcfa12ff5aa1cce2fdd23df110941a78f38/vap_mc_mimi_state_dict_ch_kyoto_12.5hz_20000msec.pt", "sha256": "61c9e186d765cb6c338cb7fdacb68baf4b2533e72cde7c803e52480a62919219", "size": 15052584, "upstream_blob_id": "cd6e6701d6c5fc7a659a82952e92ce2569b7b111" } ] }, "label_sha256": "780e50f976daf039ab976ea155bdb5d1ca5fffc792f9db7adf8063ec3048ff8e", "history_sha256": "4c21e20b7323030d590276854f07b454ccbad627e1a7842101a22a99377ffbaa", "uv_lock_sha256": "6863631a5969e0f077d8aefc4335532952fe95486598b609e832e36d5ce2777f", "script_sha256": "36b950aa396e6008bbd6e32410902dd2859f68b17b9f8fb5691a97d415e80993", "maai_encoder_source_sha256": "80f5d928ec48c7839c2e935043df0e1c82b523096834f6cbc968ccb45ddc6fbd", "maai_model_source_sha256": "824730f564f0da18d0d4c19df1a376b692546732faf8eb7aaf871d74480ff504" } } WITNESS Mimi mc CPU seed=42 score=0.9657906; exact repeat, future invariance, both speakers and loading audit passed { "witness": { "repeat_identical": true, "future_invariance": true, "both_channels_nonzero": true, "score": 0.965790644288063, "timing": { "model_load_ms": 40.622083470225334, "replay_inference_ms": 3750.3272872418165, "mean_update_ms": 15.001309148967266, "p95_update_ms": 17.169949365779757, "first_output_ms": 160.0, "frame_count": 250 }, "loading_audit": { "variant": "vap_mc", "loader_architecture_marker": "vap", "encoder": "mimi", "checkpoint_mc": true, "single_tower": false, "missing_trainable_parameters": [], "mismatched_parameters": [], "unused_frozen_frame_rate_parameters": [ "encoder1.frame_rate_conv.weight", "encoder1.frame_rate_conv.bias", "encoder2.frame_rate_conv.weight", "encoder2.frame_rate_conv.bias" ], "loader_messages": "Loading model from local file: /Users/wangx/Code/晓白灵智能打断/experiments/maai-ch-kyoto/models/mimi/vap_mc_mimi_state_dict_ch_kyoto_12.5hz_20000msec.pt\nUsing ONNX Mimi backend (fp32, local): /Users/wangx/Code/晓白灵智能打断/experiments/maai-ch-kyoto/models/mimi/continuous_mimi_fp32.onnx\nFroze EncoderMimiOnnx!\nUsing ONNX Mimi backend (fp32, local): /Users/wangx/Code/晓白灵智能打断/experiments/maai-ch-kyoto/models/mimi/continuous_mimi_fp32.onnx\nFroze EncoderMimiOnnx!\nfreeze encoder\nFroze EncoderMimiOnnx!\nFroze EncoderMimiOnnx!\nWarning: Parameter 'ar_channel.layers.0.mha.m' was not updated from its initial value.\nWarning: Parameter 'ar.layers.0.mha.m' was not updated from its initial value.\nWarning: Parameter 'ar.layers.0.mha_cross.m' was not updated from its initial value.\nWarning: Parameter 'ar.layers.1.mha.m' was not updated from its initial value.\nWarning: Parameter 'ar.layers.1.mha_cross.m' was not updated from its initial value.\nWarning: Parameter 'ar.layers.2.mha.m' was not updated from its initial value.\nWarning: Parameter 'ar.layers.2.mha_cross.m' was not updated from its initial value.\nWarning: Parameter 'objective.codebook.emb.weight' was not updated from its initial value.\n", "encoder_provider": [ "CPUExecutionProvider" ] } }, "provenance": { "machine": "macOS-26.4.1-arm64-arm-64bit", "hardware": "Apple M4 Mac mini / 16 GB", "python": "3.11.15 (main, Mar 25 2026, 02:58:47) [Clang 22.1.1 ]", "environment": "experiments/maai-ch-kyoto/.venv (uv.lock)", "device": "cpu", "torch_threads": 4, "torch_interop_threads": 1, "onnx_intra_threads": 4, "onnx_inter_threads": 1, "dependencies": { "maai": "0.2.22", "torch": "2.14.1", "transformers": "5.5.3", "onnxruntime": "1.31.0", "numpy": "2.4.6", "soundfile": "0.14.0", "soxr": "1.1.0" }, "model_type": "normal-ver2", "variant": "vap_mc", "mc": true, "checkpoint_filename": "vap_mc_mimi_state_dict_ch_kyoto_12.5hz_20000msec.pt", "encoder": "mimi", "encoder_precision": "fp32", "channels": { "0": "recorded user", "1": "recorded robot" }, "sample_rate": 16000, "frame_rate": 12.5, "frame_ms": 80, "context_ms": 20000, "seed": 42, "use_kv_cache": true, "weights": { "files": [ { "filename": 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"revision": "303ef4ec0c70e4c71b67ea166acd26dd0d96655c", "url": "https://huggingface.co/maai-kyoto/continuous-mimi-onnx/resolve/303ef4ec0c70e4c71b67ea166acd26dd0d96655c/continuous_mimi_fp32.json", "sha256": "221ab200381209d22ddf0291aff8fd0752633f0ddf7cbdd344cda6b039333c74", "size": 7411, "upstream_blob_id": "21be6fa62ec6c92cc9ba003c72ea09c218e9946e" }, { "filename": "vap_mc_mimi_state_dict_ch_kyoto_12.5hz_20000msec.pt", "repo": "maai-kyoto/vap_ch_kyoto", "revision": "c135cdcfa12ff5aa1cce2fdd23df110941a78f38", "url": "https://huggingface.co/maai-kyoto/vap_ch_kyoto/resolve/c135cdcfa12ff5aa1cce2fdd23df110941a78f38/vap_mc_mimi_state_dict_ch_kyoto_12.5hz_20000msec.pt", "sha256": "61c9e186d765cb6c338cb7fdacb68baf4b2533e72cde7c803e52480a62919219", "size": 15052584, "upstream_blob_id": "cd6e6701d6c5fc7a659a82952e92ce2569b7b111" } ] }, "label_sha256": "780e50f976daf039ab976ea155bdb5d1ca5fffc792f9db7adf8063ec3048ff8e", "history_sha256": "4c21e20b7323030d590276854f07b454ccbad627e1a7842101a22a99377ffbaa", "uv_lock_sha256": "6863631a5969e0f077d8aefc4335532952fe95486598b609e832e36d5ce2777f", "script_sha256": "36b950aa396e6008bbd6e32410902dd2859f68b17b9f8fb5691a97d415e80993", "maai_encoder_source_sha256": "80f5d928ec48c7839c2e935043df0e1c82b523096834f6cbc968ccb45ddc6fbd", "maai_model_source_sha256": "824730f564f0da18d0d4c19df1a376b692546732faf8eb7aaf871d74480ff504" } }