diff --git a/.gitattributes b/.gitattributes
index a6344aac8c09253b3b630fb776ae94478aa0275b..5806d467f5572d2ae37ef5110516de0c59123cc4 100644
--- a/.gitattributes
+++ b/.gitattributes
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+macos27/h13s/base-0.h13s.aimodelc/main-h13s-delegates/MPSGraph/mpsExecutable.mpsgraphpackage/binary_0.llir.bundle/voxcpm2_base_0_c512w64_ZWm1QgXWHmFyHmWzbRx1AA_7_ANE_region_0_0.bc/h13s/voxcpm2_base_0_c2048w1_bX0wn3bxlPdXUrLhtyNAuA_2_ANE_region_0_0.mlir.bc filter=lfs diff=lfs merge=lfs -text
+macos27/h13s/base-0.h13s.aimodelc/main-h13s-delegates/MPSGraph/mpsExecutable.mpsgraphpackage/binary_0.llir.bundle/voxcpm2_base_0_c512w64_ZWm1QgXWHmFyHmWzbRx1AA_7_ANE_region_0_0.bc/h13s/voxcpm2_base_0_c2048w64_3LtVcBGuoxs-h-yPAGuyug_3_ANE_region_0_0.mlir.bc filter=lfs diff=lfs merge=lfs -text
+macos27/h13s/base-0.h13s.aimodelc/main-h13s-delegates/MPSGraph/mpsExecutable.mpsgraphpackage/binary_0.llir.bundle/voxcpm2_base_0_c512w64_ZWm1QgXWHmFyHmWzbRx1AA_7_ANE_region_0_0.bc/h13s/voxcpm2_base_0_c4096w1_scoyZltFRK1SzcBDOk1SaA_4_ANE_region_0_0.mlir.bc filter=lfs diff=lfs merge=lfs -text
+macos27/h13s/base-0.h13s.aimodelc/main-h13s-delegates/MPSGraph/mpsExecutable.mpsgraphpackage/binary_0.llir.bundle/voxcpm2_base_0_c512w64_ZWm1QgXWHmFyHmWzbRx1AA_7_ANE_region_0_0.bc/h13s/voxcpm2_base_0_c4096w64_FXkx4LFpZ7alynnnWd1ypg_5_ANE_region_0_0.mlir.bc filter=lfs diff=lfs merge=lfs -text
+macos27/h13s/base-0.h13s.aimodelc/main-h13s-delegates/MPSGraph/mpsExecutable.mpsgraphpackage/binary_0.llir.bundle/voxcpm2_base_0_c512w64_ZWm1QgXWHmFyHmWzbRx1AA_7_ANE_region_0_0.bc/h13s/voxcpm2_base_0_c512w1_ycY4f1u4EgUPrRfFDdyVXQ_6_ANE_region_0_0.mlir.bc filter=lfs diff=lfs merge=lfs -text
+macos27/h13s/base-0.h13s.aimodelc/main-h13s-delegates/MPSGraph/mpsExecutable.mpsgraphpackage/binary_0.llir.bundle/voxcpm2_base_0_c512w64_ZWm1QgXWHmFyHmWzbRx1AA_7_ANE_region_0_0.bc/h13s/voxcpm2_base_0_c512w64_ZWm1QgXWHmFyHmWzbRx1AA_7_ANE_region_0_0.mlir.bc filter=lfs diff=lfs merge=lfs -text
+macos27/h13s/base-0.h13s.aimodelc/main-h13s-delegates/MPSGraph/mpsExecutable.mpsgraphpackage/binary_0.llir.bundle/voxcpm2_base_0_c512w64_ZWm1QgXWHmFyHmWzbRx1AA_7_ANE_region_0_0.bc/h13s/voxcpm2_base_0_c8192w1_4lCCLf13MGeSFlqUNMwV1w_8_ANE_region_0_0.mlir.bc filter=lfs diff=lfs merge=lfs -text
+macos27/h13s/base-0.h13s.aimodelc/main-h13s-delegates/MPSGraph/mpsExecutable.mpsgraphpackage/binary_0.llir.bundle/voxcpm2_base_0_c512w64_ZWm1QgXWHmFyHmWzbRx1AA_7_ANE_region_0_0.bc/h13s/voxcpm2_base_0_c8192w64_1ScVKMbj0FVmtw14Vev1ew_9_ANE_region_0_0.mlir.bc filter=lfs diff=lfs merge=lfs -text
+macos27/h13s/base-0.h13s.aimodelc/main-h13s-delegates/MPSGraph/mpsExecutable.mpsgraphpackage/original_model_0.mpsgraph filter=lfs diff=lfs merge=lfs -text
+macos27/h13s/base-0.h13s.aimodelc/main-h13s-delegates/MPSGraph/mpsExecutable.mpsgraphpackage/specialized_model_1.mpsgraph filter=lfs diff=lfs merge=lfs -text
+macos27/h13s/dit.h13s.aimodelc/main-h13s-delegates/MPSGraph/mpsExecutable.mpsgraphpackage/binary_0.llir.bundle/voxcpm2_dit_pair_NWhDslb_9Hi5tBCG6RLoXA_0_ANE_region_0_0.bc/h13s/voxcpm2_dit_pair_NWhDslb_9Hi5tBCG6RLoXA_0_ANE_region_0_0.mlir.bc filter=lfs diff=lfs merge=lfs -text
+macos27/h13s/dit.h13s.aimodelc/main-h13s-delegates/MPSGraph/mpsExecutable.mpsgraphpackage/binary_0.llir.bundle/voxcpm2_dit_pair_NWhDslb_9Hi5tBCG6RLoXA_0_ANE_region_0_0.bc/h13s/voxcpm2_dit_steps1_crlHZWVlMG0hqMx_VDTUJQ_1_ANE_region_0_0.mlir.bc filter=lfs diff=lfs merge=lfs -text
+macos27/h13s/dit.h13s.aimodelc/main-h13s-delegates/MPSGraph/mpsExecutable.mpsgraphpackage/binary_0.llir.bundle/voxcpm2_dit_pair_NWhDslb_9Hi5tBCG6RLoXA_0_ANE_region_0_0.bc/h13s/voxcpm2_dit_steps3_KedtUW_Hw1wOOmRgqTY6Dw_2_ANE_region_0_0.mlir.bc filter=lfs diff=lfs merge=lfs -text
+macos27/h13s/dit.h13s.aimodelc/main-h13s-delegates/MPSGraph/mpsExecutable.mpsgraphpackage/binary_0.llir.bundle/voxcpm2_dit_pair_NWhDslb_9Hi5tBCG6RLoXA_0_ANE_region_0_0.bc/h13s/voxcpm2_dit_steps9_OYJiHPcnAaBWOPmufvRMkQ_3_ANE_region_0_0.mlir.bc filter=lfs diff=lfs merge=lfs -text
diff --git a/LICENSE b/LICENSE
new file mode 100644
index 0000000000000000000000000000000000000000..abd7fd66f359b65b3f65c9b495f24a5120e9b98e
--- /dev/null
+++ b/LICENSE
@@ -0,0 +1,201 @@
+Apache License
+ Version 2.0, January 2004
+ http://www.apache.org/licenses/
+
+ TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION
+
+ 1. Definitions.
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+ "Contributor" shall mean Licensor and any individual or Legal Entity
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+ (except as stated in this section) patent license to make, have made,
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+ with the Work to which such Contribution(s) was submitted. If You
+ institute patent litigation against any entity (including a
+ cross-claim or counterclaim in a lawsuit) alleging that the Work
+ or a Contribution incorporated within the Work constitutes direct
+ or contributory patent infringement, then any patent licenses
+ granted to You under this License for that Work shall terminate
+ as of the date such litigation is filed.
+
+ 4. Redistribution. You may reproduce and distribute copies of the
+ Work or Derivative Works thereof in any medium, with or without
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+ meet the following conditions:
+
+ (a) You must give any other recipients of the Work or
+ Derivative Works a copy of this License; and
+
+ (b) You must cause any modified files to carry prominent notices
+ stating that You changed the files; and
+
+ (c) You must retain, in the Source form of any Derivative Works
+ that You distribute, all copyright, patent, trademark, and
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+ do not modify the License. You may add Your own attribution
+ notices within Derivative Works that You distribute, alongside
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+ that such additional attribution notices cannot be construed
+ as modifying the License.
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+ You may add Your own copyright statement to Your modifications and
+ may provide additional or different license terms and conditions
+ for use, reproduction, or distribution of Your modifications, or
+ for any such Derivative Works as a whole, provided Your use,
+ reproduction, and distribution of the Work otherwise complies with
+ the conditions stated in this License.
+
+ 5. Submission of Contributions. Unless You explicitly state otherwise,
+ any Contribution intentionally submitted for inclusion in the Work
+ by You to the Licensor shall be under the terms and conditions of
+ this License, without any additional terms or conditions.
+ Notwithstanding the above, nothing herein shall supersede or modify
+ the terms of any separate license agreement you may have executed
+ with Licensor regarding such Contributions.
+
+ 6. Trademarks. This License does not grant permission to use the trade
+ names, trademarks, service marks, or product names of the Licensor,
+ except as required for reasonable and customary use in describing the
+ origin of the Work and reproducing the content of the NOTICE file.
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+ 7. Disclaimer of Warranty. Unless required by applicable law or
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+ 8. Limitation of Liability. In no event and under no legal theory,
+ whether in tort (including negligence), contract, or otherwise,
+ unless required by applicable law (such as deliberate and grossly
+ negligent acts) or agreed to in writing, shall any Contributor be
+ liable to You for damages, including any direct, indirect, special,
+ incidental, or consequential damages of any character arising as a
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+ Work (including but not limited to damages for loss of goodwill,
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+ has been advised of the possibility of such damages.
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+ 9. Accepting Warranty or Additional Liability. While redistributing
+ the Work or Derivative Works thereof, You may choose to offer,
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+ defend, and hold each Contributor harmless for any liability
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+ END OF TERMS AND CONDITIONS
+
+ APPENDIX: How to apply the Apache License to your work.
+
+ To apply the Apache License to your work, attach the following
+ boilerplate notice, with the fields enclosed by brackets "[]"
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diff --git a/NOTICE b/NOTICE
new file mode 100644
index 0000000000000000000000000000000000000000..503aaefb090690961104b38d3708687353b6b08a
--- /dev/null
+++ b/NOTICE
@@ -0,0 +1,15 @@
+Independent Core AI conversion of openbmb/VoxCPM2 by the Tinkerbox project.
+Upstream checkpoint: https://huggingface.co/openbmb/VoxCPM2
+Revision: 32279effe8c19989596f05d353d1447f51d9e915
+Upstream code: https://github.com/OpenBMB/VoxCPM
+Code revision: cce58a5b59303c9bd63d12f23afe6a49a4a80c59
+
+VoxCPM2 checkpoint, derived weights and upstream code are licensed Apache-2.0
+(LICENSE). The conversion uses FP16 Core AI assets for the main MiniCPM model,
+per-channel INT8 weights for the residual model, local encoder and local
+diffusion transformer, FP16 activations throughout, and fused CFG-Zero* Euler
+steps. The model has not been retrained. Tokenization, small projections,
+scalar quantization and the AudioVAE V2 decoder run on CPU; the bundled
+checkpoint folder carries these CPU weights and the tokenizer.
+
+This project is not affiliated with or endorsed by OpenBMB or ModelBest.
diff --git a/README.md b/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..9bfd334362e514b5d126e5e908561221585e7a76
--- /dev/null
+++ b/README.md
@@ -0,0 +1,122 @@
+---
+license: apache-2.0
+base_model: openbmb/VoxCPM2
+pipeline_tag: text-to-speech
+library_name: coreai
+tags:
+ - voxcpm2
+ - voice-cloning
+ - voice-design
+ - tts
+ - apple
+ - coreai
+ - ane
+ - apple-neural-engine
+ - fp16
+ - tinkerbox
+---
+
+# VoxCPM2 on Apple Neural Engine
+
+Core AI conversion of [openbmb/VoxCPM2](https://huggingface.co/openbmb/VoxCPM2) for multilingual 48 kHz speech synthesis, voice design, reference cloning, and audio continuation, using [tinkerbox-ane](https://github.com/WeGoToMars/tinkerbox).
+
+The MiniCPM main and residual language models, the local audio encoder, and the local diffusion transformer run fully on the ANE. Tokenization, small projections, scalar quantization, and the AudioVAE V2 decoder run on the CPU while your GPU stays idle and cool 😎❄️.
+
+Requires macOS 27, Apple Silicon M1–M6, and Python 3.12 or 3.13. A lookup-table variant that uses less memory is published as [VoxCPM2-LUT8-CoreAI-ANE](https://huggingface.co/wegotomars/VoxCPM2-LUT8-CoreAI-ANE).
+
+## Usage
+
+Install `tinkerbox-ane[speech]>=2.2.0`. The downloader fetches only this Mac's bundle: its `checkpoint` folder carries the tokenizer, configuration, CPU lookup tables, and AudioVAE weights.
+
+Generate speech and save it as WAV:
+
+```python
+import soundfile as sf
+from tinkerbox_ane import voxcpm2
+from tinkerbox_ane.bundle import download_bundle
+
+bundle = download_bundle("voxcpm2", "wegotomars/VoxCPM2-CoreAI-ANE", "v2.2.0")
+with voxcpm2.load(bundle) as model:
+ audio = model.generate("Hello! Welcome to Tinkerbox.", seed=42)[0]
+ sf.write("speech.wav", audio, model.sampling_rate)
+```
+
+Design a voice from a description, or clone one from a recording:
+
+```python
+with voxcpm2.load(bundle) as model:
+ designed = model.generate("A familiar voice can tell a new story.",
+ mode="design", instruct="A warm, calm female voice", seed=7)[0]
+ voice = model.create_voice_clone_prompt("reference.m4a", mode="clone")
+ voice.save("voice.pt")
+ cloned = model.generate("A new sentence in the same voice.",
+ mode="clone", voice_clone_prompt=voice, seed=23)[0]
+```
+
+`mode="continuation"` continues the reference recording and needs its transcript (`ref_text=`); without one, the transcript comes from Apple's on-device speech recognition. `mode="clone_continuation"` combines both. Language is detected from the text.
+
+Play speech while it is generated; the pieces join into exactly what `generate` returns:
+
+```python
+with voxcpm2.load(bundle) as model:
+ for piece in model.stream("Playback can begin with the first words.", seed=42):
+ ... # float32 pieces at model.sampling_rate
+```
+
+Text, reference audio, and generated audio share an 8,192-position context, as in the original model; each generated position is 160 ms of audio.
+
+## Supported architectures
+
+| Architecture | SoC name |
+| --- | --- |
+| `h13g` | Apple M1 |
+| `h13s` | Apple M1 Pro |
+| `h13c` | Apple M1 Max |
+| `h13d` | Apple M1 Ultra |
+| `h14g` | Apple M2 |
+| `h14s` | Apple M2 Pro |
+| `h14c` | Apple M2 Max |
+| `h14d` | Apple M2 Ultra |
+| `h15g` | Apple M3 |
+| `h15s` | Apple M3 Pro |
+| `h15m` | Apple M3 Max (14-core CPU) |
+| `h15c` | Apple M3 Max (16-core CPU) |
+| `h15d` | Apple M3 Ultra |
+| `h16g` | Apple M4 |
+| `h16s` | Apple M4 Pro |
+| `h16c` | Apple M4 Max |
+| `h17g` | Apple M5 |
+| `h17s` | Apple M5 Pro |
+| `h17c` | Apple M5 Max |
+| `h17d` | Apple M5 Ultra |
+| `h18g` | Apple M6 |
+
+## Benchmarks
+
+Measured October 26, 2026 on Apple M5 Pro (`h17s`, 24 GiB), macOS 27.0.1, warm. Real-time multiplier is audio duration divided by generation time (higher is faster); RTF is its inverse (lower is faster).
+
+| Request | Audio | Generation time | Real-time multiplier | RTF | ANE energy |
+| --- | ---: | ---: | ---: | ---: | ---: |
+| Greeting, automatic voice | 4.5 s | 1.21 s | 3.7× | 0.27 | 2.6 J |
+| Short reference clone | 3.8 s | 1.04 s | 3.7× | 0.27 | 2.1 J |
+| Long passage, automatic voice | 21.9 s | 5.73 s | 3.8× | 0.26 | 10.7 J |
+
+| Memory | Peak |
+| --- | ---: |
+| Wired, including ANE weights | 3.9 GiB |
+| Python process | 0.46 GiB |
+
+Streaming playback starts after 0.26 s for a short greeting and 0.32 s for a 51-second passage.
+
+## Accuracy
+
+Compared with the original VoxCPM2 in CPU FP16 on identical inputs:
+
+| Check | Result |
+| --- | --- |
+| Main-model prefill and decode, cosine | ≥ 0.99998 |
+| Diffusion output, cosine | ≥ 0.9996 |
+| Cache growth through 8,192 positions, cosine | 0.99999 |
+| 16-clip transcription, mean character error | 0.028 |
+
+Original checkpoint: `openbmb/VoxCPM2@32279effe8c19989596f05d353d1447f51d9e915`. Weights, converted assets, and upstream code are [Apache-2.0](LICENSE). See [NOTICE](NOTICE).
diff --git a/config.json b/config.json
new file mode 100644
index 0000000000000000000000000000000000000000..f58eb75ad99d80b6c51899e5b76777f0f9613da0
--- /dev/null
+++ b/config.json
@@ -0,0 +1,33 @@
+{
+ "version": 2,
+ "source_hashes": [
+ "77eeab90bdc14a67e8f64cdc6f6334bc2e836e89ac371a05f7a8378a26748a7a",
+ "b27c94815d18e8a9ace3ebc5a9e4a18537207c43039444f7e8d000f1b3799872",
+ "47f8551796d4dd9286ebd3fed909bcf23ddd5cfcf47abfa866c6e5e39e0b2b0b",
+ "e0897a33420e0378f641252962b3d3c5279511309bf1c3351d768d893845920a"
+ ],
+ "checkpoint_hash": "4aad702113e9627b943d7b6e45d1f0d4575cf37725ed85ae62fb180f529a2e39",
+ "bundles": {
+ "h18g": "macos27/h18g/model.json",
+ "h17d": "macos27/h17d/model.json",
+ "h17c": "macos27/h17c/model.json",
+ "h17s": "macos27/h17s/model.json",
+ "h17g": "macos27/h17g/model.json",
+ "h16c": "macos27/h16c/model.json",
+ "h16s": "macos27/h16s/model.json",
+ "h16g": "macos27/h16g/model.json",
+ "h15d": "macos27/h15d/model.json",
+ "h15c": "macos27/h15c/model.json",
+ "h15m": "macos27/h15m/model.json",
+ "h15s": "macos27/h15s/model.json",
+ "h15g": "macos27/h15g/model.json",
+ "h14d": "macos27/h14d/model.json",
+ "h14c": "macos27/h14c/model.json",
+ "h14s": "macos27/h14s/model.json",
+ "h14g": "macos27/h14g/model.json",
+ "h13d": "macos27/h13d/model.json",
+ "h13c": "macos27/h13c/model.json",
+ "h13s": "macos27/h13s/model.json",
+ "h13g": "macos27/h13g/model.json"
+ }
+}
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+ "{\n \"entryFunctionName\" : \"voxcpm2_base_0_c2048w1_bX0wn3bxlPdXUrLhtyNAuA\",\n \"deviceDescriptor\" : [\n 0,\n 32,\n \"h13c\"\n ],\n \"compilationDescriptor\" : {\n \"enableANECValidationWorkflow\" : true,\n \"reducedPrecisionFastMath\" : 0,\n \"entryFunctionName\" : \"\",\n \"enableCompileResourcesForPackage\" : true,\n \"useANELLIR\" : true,\n \"shapeShifterCacheThreads\" : 1,\n \"disableShapeFolding\" : false,\n \"optimizationProfile\" : 0,\n \"enableANEFWToFWSignal\" : false,\n \"optimizationLevel\" : 1,\n \"includeDebugInfo\" : false,\n \"addUniqueIdToMLIRLocations\" : true,\n \"maximumNumberOfParallelEncodingRegions\" : 1,\n \"aneCompilerSpatialSplitting\" : 3,\n \"compilerOptions\" : 1691023,\n \"preferredDevice\" : 2,\n \"enableMLIRDiagnostics\" : false,\n \"enableShapeEquivalence\" : false,\n \"enableShapeShifter\" : true,\n \"enableShapeShifterCache\" : false,\n \"shapeShifterTILevel\" : 0,\n \"verifyTypeInference\" : false,\n \"printANEPlacementAnalysis\" : false,\n \"inputShapeRanges\" : null,\n \"enableANELateLatch\" : false,\n \"minimumNumberOfOpsInParallelRegion\" : 100,\n \"enableANECHWRankPromotion\" : true,\n \"enableParallelEncode\" : true,\n \"allowedComputeDevices\" : 7,\n \"aneBondedCompileMode\" : 0,\n \"enableMemrefBufferization\" : true\n },\n \"inputShapesCount\" : 30,\n \"inputShapes\" : [\n 268435472,\n 4,\n 1,\n 14336,\n 1,\n 2048,\n 268435472,\n 4,\n 1,\n 2048,\n 1,\n 1,\n 268435472,\n 4,\n 1,\n 1,\n 128,\n 1,\n 268435472,\n 4,\n 1,\n 1,\n 128,\n 1,\n 268435472,\n 4,\n 1,\n 1,\n 1,\n 2049\n ],\n \"callablesHash\" : 0\n}",
+ "{\n \"entryFunctionName\" : \"voxcpm2_base_0_c2048w64_3LtVcBGuoxs-h-yPAGuyug\",\n \"deviceDescriptor\" : [\n 0,\n 32,\n \"h13c\"\n ],\n \"compilationDescriptor\" : {\n \"enableANECValidationWorkflow\" : true,\n \"reducedPrecisionFastMath\" : 0,\n \"entryFunctionName\" : \"\",\n \"enableCompileResourcesForPackage\" : true,\n \"useANELLIR\" : true,\n \"shapeShifterCacheThreads\" : 1,\n \"disableShapeFolding\" : false,\n \"optimizationProfile\" : 0,\n \"enableANEFWToFWSignal\" : false,\n \"optimizationLevel\" : 1,\n \"includeDebugInfo\" : false,\n \"addUniqueIdToMLIRLocations\" : true,\n \"maximumNumberOfParallelEncodingRegions\" : 1,\n \"aneCompilerSpatialSplitting\" : 3,\n \"compilerOptions\" : 1691023,\n \"preferredDevice\" : 2,\n \"enableMLIRDiagnostics\" : false,\n \"enableShapeEquivalence\" : false,\n \"enableShapeShifter\" : true,\n \"enableShapeShifterCache\" : false,\n \"shapeShifterTILevel\" : 0,\n \"verifyTypeInference\" : false,\n \"printANEPlacementAnalysis\" : false,\n \"inputShapeRanges\" : null,\n \"enableANELateLatch\" : false,\n \"minimumNumberOfOpsInParallelRegion\" : 100,\n \"enableANECHWRankPromotion\" : true,\n \"enableParallelEncode\" : true,\n \"allowedComputeDevices\" : 7,\n \"aneBondedCompileMode\" : 0,\n \"enableMemrefBufferization\" : true\n },\n \"inputShapesCount\" : 30,\n \"inputShapes\" : [\n 268435472,\n 4,\n 1,\n 14336,\n 1,\n 2048,\n 268435472,\n 4,\n 1,\n 2048,\n 1,\n 64,\n 268435472,\n 4,\n 1,\n 1,\n 128,\n 64,\n 268435472,\n 4,\n 1,\n 1,\n 128,\n 64,\n 268435472,\n 4,\n 1,\n 1,\n 64,\n 2112\n ],\n \"callablesHash\" : 0\n}",
+ "{\n \"entryFunctionName\" : \"voxcpm2_base_0_c4096w1_scoyZltFRK1SzcBDOk1SaA\",\n \"deviceDescriptor\" : [\n 0,\n 32,\n \"h13c\"\n ],\n \"compilationDescriptor\" : {\n \"enableANECValidationWorkflow\" : true,\n \"reducedPrecisionFastMath\" : 0,\n \"entryFunctionName\" : \"\",\n \"enableCompileResourcesForPackage\" : true,\n \"useANELLIR\" : true,\n \"shapeShifterCacheThreads\" : 1,\n \"disableShapeFolding\" : false,\n \"optimizationProfile\" : 0,\n \"enableANEFWToFWSignal\" : false,\n \"optimizationLevel\" : 1,\n \"includeDebugInfo\" : false,\n \"addUniqueIdToMLIRLocations\" : true,\n \"maximumNumberOfParallelEncodingRegions\" : 1,\n \"aneCompilerSpatialSplitting\" : 3,\n \"compilerOptions\" : 1691023,\n \"preferredDevice\" : 2,\n \"enableMLIRDiagnostics\" : false,\n \"enableShapeEquivalence\" : false,\n \"enableShapeShifter\" : true,\n \"enableShapeShifterCache\" : false,\n \"shapeShifterTILevel\" : 0,\n \"verifyTypeInference\" : false,\n \"printANEPlacementAnalysis\" : false,\n \"inputShapeRanges\" : null,\n \"enableANELateLatch\" : false,\n \"minimumNumberOfOpsInParallelRegion\" : 100,\n \"enableANECHWRankPromotion\" : true,\n \"enableParallelEncode\" : true,\n \"allowedComputeDevices\" : 7,\n \"aneBondedCompileMode\" : 0,\n \"enableMemrefBufferization\" : true\n },\n \"inputShapesCount\" : 30,\n \"inputShapes\" : [\n 268435472,\n 4,\n 1,\n 14336,\n 1,\n 4096,\n 268435472,\n 4,\n 1,\n 2048,\n 1,\n 1,\n 268435472,\n 4,\n 1,\n 1,\n 128,\n 1,\n 268435472,\n 4,\n 1,\n 1,\n 128,\n 1,\n 268435472,\n 4,\n 1,\n 1,\n 1,\n 4097\n ],\n \"callablesHash\" : 0\n}",
+ "{\n \"entryFunctionName\" : \"voxcpm2_base_0_c4096w64_FXkx4LFpZ7alynnnWd1ypg\",\n \"deviceDescriptor\" : [\n 0,\n 32,\n \"h13c\"\n ],\n \"compilationDescriptor\" : {\n \"enableANECValidationWorkflow\" : true,\n \"reducedPrecisionFastMath\" : 0,\n \"entryFunctionName\" : \"\",\n \"enableCompileResourcesForPackage\" : true,\n \"useANELLIR\" : true,\n \"shapeShifterCacheThreads\" : 1,\n \"disableShapeFolding\" : false,\n \"optimizationProfile\" : 0,\n \"enableANEFWToFWSignal\" : false,\n \"optimizationLevel\" : 1,\n \"includeDebugInfo\" : false,\n \"addUniqueIdToMLIRLocations\" : true,\n \"maximumNumberOfParallelEncodingRegions\" : 1,\n \"aneCompilerSpatialSplitting\" : 3,\n \"compilerOptions\" : 1691023,\n \"preferredDevice\" : 2,\n \"enableMLIRDiagnostics\" : false,\n \"enableShapeEquivalence\" : false,\n \"enableShapeShifter\" : true,\n \"enableShapeShifterCache\" : false,\n \"shapeShifterTILevel\" : 0,\n \"verifyTypeInference\" : false,\n \"printANEPlacementAnalysis\" : false,\n \"inputShapeRanges\" : null,\n \"enableANELateLatch\" : false,\n \"minimumNumberOfOpsInParallelRegion\" : 100,\n \"enableANECHWRankPromotion\" : true,\n \"enableParallelEncode\" : true,\n \"allowedComputeDevices\" : 7,\n \"aneBondedCompileMode\" : 0,\n \"enableMemrefBufferization\" : true\n },\n \"inputShapesCount\" : 30,\n \"inputShapes\" : [\n 268435472,\n 4,\n 1,\n 14336,\n 1,\n 4096,\n 268435472,\n 4,\n 1,\n 2048,\n 1,\n 64,\n 268435472,\n 4,\n 1,\n 1,\n 128,\n 64,\n 268435472,\n 4,\n 1,\n 1,\n 128,\n 64,\n 268435472,\n 4,\n 1,\n 1,\n 64,\n 4160\n ],\n \"callablesHash\" : 0\n}",
+ "{\n \"entryFunctionName\" : \"voxcpm2_base_0_c512w1_ycY4f1u4EgUPrRfFDdyVXQ\",\n \"deviceDescriptor\" : [\n 0,\n 32,\n \"h13c\"\n ],\n \"compilationDescriptor\" : {\n \"enableANECValidationWorkflow\" : true,\n \"reducedPrecisionFastMath\" : 0,\n \"entryFunctionName\" : \"\",\n \"enableCompileResourcesForPackage\" : true,\n \"useANELLIR\" : true,\n \"shapeShifterCacheThreads\" : 1,\n \"disableShapeFolding\" : false,\n \"optimizationProfile\" : 0,\n \"enableANEFWToFWSignal\" : false,\n \"optimizationLevel\" : 1,\n \"includeDebugInfo\" : false,\n \"addUniqueIdToMLIRLocations\" : true,\n \"maximumNumberOfParallelEncodingRegions\" : 1,\n \"aneCompilerSpatialSplitting\" : 3,\n \"compilerOptions\" : 1691023,\n \"preferredDevice\" : 2,\n \"enableMLIRDiagnostics\" : false,\n \"enableShapeEquivalence\" : false,\n \"enableShapeShifter\" : true,\n \"enableShapeShifterCache\" : false,\n \"shapeShifterTILevel\" : 0,\n \"verifyTypeInference\" : false,\n \"printANEPlacementAnalysis\" : false,\n \"inputShapeRanges\" : null,\n \"enableANELateLatch\" : false,\n \"minimumNumberOfOpsInParallelRegion\" : 100,\n \"enableANECHWRankPromotion\" : true,\n \"enableParallelEncode\" : true,\n \"allowedComputeDevices\" : 7,\n \"aneBondedCompileMode\" : 0,\n \"enableMemrefBufferization\" : true\n },\n \"inputShapesCount\" : 30,\n \"inputShapes\" : [\n 268435472,\n 4,\n 1,\n 14336,\n 1,\n 512,\n 268435472,\n 4,\n 1,\n 2048,\n 1,\n 1,\n 268435472,\n 4,\n 1,\n 1,\n 128,\n 1,\n 268435472,\n 4,\n 1,\n 1,\n 128,\n 1,\n 268435472,\n 4,\n 1,\n 1,\n 1,\n 513\n ],\n \"callablesHash\" : 0\n}",
+ "{\n \"entryFunctionName\" : \"voxcpm2_base_0_c512w64_ZWm1QgXWHmFyHmWzbRx1AA\",\n \"deviceDescriptor\" : [\n 0,\n 32,\n \"h13c\"\n ],\n \"compilationDescriptor\" : {\n \"enableANECValidationWorkflow\" : true,\n \"reducedPrecisionFastMath\" : 0,\n \"entryFunctionName\" : \"\",\n \"enableCompileResourcesForPackage\" : true,\n \"useANELLIR\" : true,\n \"shapeShifterCacheThreads\" : 1,\n \"disableShapeFolding\" : false,\n \"optimizationProfile\" : 0,\n \"enableANEFWToFWSignal\" : false,\n \"optimizationLevel\" : 1,\n \"includeDebugInfo\" : false,\n \"addUniqueIdToMLIRLocations\" : true,\n \"maximumNumberOfParallelEncodingRegions\" : 1,\n \"aneCompilerSpatialSplitting\" : 3,\n \"compilerOptions\" : 1691023,\n \"preferredDevice\" : 2,\n \"enableMLIRDiagnostics\" : false,\n \"enableShapeEquivalence\" : false,\n \"enableShapeShifter\" : true,\n \"enableShapeShifterCache\" : false,\n \"shapeShifterTILevel\" : 0,\n \"verifyTypeInference\" : false,\n \"printANEPlacementAnalysis\" : false,\n \"inputShapeRanges\" : null,\n \"enableANELateLatch\" : false,\n \"minimumNumberOfOpsInParallelRegion\" : 100,\n \"enableANECHWRankPromotion\" : true,\n \"enableParallelEncode\" : true,\n \"allowedComputeDevices\" : 7,\n \"aneBondedCompileMode\" : 0,\n \"enableMemrefBufferization\" : true\n },\n \"inputShapesCount\" : 30,\n \"inputShapes\" : [\n 268435472,\n 4,\n 1,\n 14336,\n 1,\n 512,\n 268435472,\n 4,\n 1,\n 2048,\n 1,\n 64,\n 268435472,\n 4,\n 1,\n 1,\n 128,\n 64,\n 268435472,\n 4,\n 1,\n 1,\n 128,\n 64,\n 268435472,\n 4,\n 1,\n 1,\n 64,\n 576\n ],\n \"callablesHash\" : 0\n}",
+ "{\n \"entryFunctionName\" : \"voxcpm2_base_0_c8192w1_4lCCLf13MGeSFlqUNMwV1w\",\n \"deviceDescriptor\" : [\n 0,\n 32,\n \"h13c\"\n ],\n \"compilationDescriptor\" : {\n \"enableANECValidationWorkflow\" : true,\n \"reducedPrecisionFastMath\" : 0,\n \"entryFunctionName\" : \"\",\n \"enableCompileResourcesForPackage\" : true,\n \"useANELLIR\" : true,\n \"shapeShifterCacheThreads\" : 1,\n \"disableShapeFolding\" : false,\n \"optimizationProfile\" : 0,\n \"enableANEFWToFWSignal\" : false,\n \"optimizationLevel\" : 1,\n \"includeDebugInfo\" : false,\n \"addUniqueIdToMLIRLocations\" : true,\n \"maximumNumberOfParallelEncodingRegions\" : 1,\n \"aneCompilerSpatialSplitting\" : 3,\n \"compilerOptions\" : 1691023,\n \"preferredDevice\" : 2,\n \"enableMLIRDiagnostics\" : false,\n \"enableShapeEquivalence\" : false,\n \"enableShapeShifter\" : true,\n \"enableShapeShifterCache\" : false,\n \"shapeShifterTILevel\" : 0,\n \"verifyTypeInference\" : false,\n \"printANEPlacementAnalysis\" : false,\n \"inputShapeRanges\" : null,\n \"enableANELateLatch\" : false,\n \"minimumNumberOfOpsInParallelRegion\" : 100,\n \"enableANECHWRankPromotion\" : true,\n \"enableParallelEncode\" : true,\n \"allowedComputeDevices\" : 7,\n \"aneBondedCompileMode\" : 0,\n \"enableMemrefBufferization\" : true\n },\n \"inputShapesCount\" : 30,\n \"inputShapes\" : [\n 268435472,\n 4,\n 1,\n 14336,\n 1,\n 8192,\n 268435472,\n 4,\n 1,\n 2048,\n 1,\n 1,\n 268435472,\n 4,\n 1,\n 1,\n 128,\n 1,\n 268435472,\n 4,\n 1,\n 1,\n 128,\n 1,\n 268435472,\n 4,\n 1,\n 1,\n 1,\n 8193\n ],\n \"callablesHash\" : 0\n}",
+ "{\n \"entryFunctionName\" : \"voxcpm2_base_0_c8192w64_1ScVKMbj0FVmtw14Vev1ew\",\n \"deviceDescriptor\" : [\n 0,\n 32,\n \"h13c\"\n ],\n \"compilationDescriptor\" : {\n \"enableANECValidationWorkflow\" : true,\n \"reducedPrecisionFastMath\" : 0,\n \"entryFunctionName\" : \"\",\n \"enableCompileResourcesForPackage\" : true,\n \"useANELLIR\" : true,\n \"shapeShifterCacheThreads\" : 1,\n \"disableShapeFolding\" : false,\n \"optimizationProfile\" : 0,\n \"enableANEFWToFWSignal\" : false,\n \"optimizationLevel\" : 1,\n \"includeDebugInfo\" : false,\n \"addUniqueIdToMLIRLocations\" : true,\n \"maximumNumberOfParallelEncodingRegions\" : 1,\n \"aneCompilerSpatialSplitting\" : 3,\n \"compilerOptions\" : 1691023,\n \"preferredDevice\" : 2,\n \"enableMLIRDiagnostics\" : false,\n \"enableShapeEquivalence\" : false,\n \"enableShapeShifter\" : true,\n \"enableShapeShifterCache\" : false,\n \"shapeShifterTILevel\" : 0,\n \"verifyTypeInference\" : false,\n \"printANEPlacementAnalysis\" : false,\n \"inputShapeRanges\" : null,\n \"enableANELateLatch\" : false,\n \"minimumNumberOfOpsInParallelRegion\" : 100,\n \"enableANECHWRankPromotion\" : true,\n \"enableParallelEncode\" : true,\n \"allowedComputeDevices\" : 7,\n \"aneBondedCompileMode\" : 0,\n \"enableMemrefBufferization\" : true\n },\n \"inputShapesCount\" : 30,\n \"inputShapes\" : [\n 268435472,\n 4,\n 1,\n 14336,\n 1,\n 8192,\n 268435472,\n 4,\n 1,\n 2048,\n 1,\n 64,\n 268435472,\n 4,\n 1,\n 1,\n 128,\n 64,\n 268435472,\n 4,\n 1,\n 1,\n 128,\n 64,\n 268435472,\n 4,\n 1,\n 1,\n 64,\n 8256\n ],\n \"callablesHash\" : 0\n}"
+]
+
+ Entry Function Attributes
+
+ voxcpm2_base_0_c1024w1_r2N-9LYlAPvEcOyHoQcTSQ_0
+
+
+ mps.ane.calleeName
+ voxcpm2_base_0_c1024w1_r2N-9LYlAPvEcOyHoQcTSQ_0_ANE_region_0_0
+
+
+ mps.ane.regionCallArgToEntrypointArgIndex
+
+ 0
+ 1
+ 2
+ 3
+ 4
+
+
+
+ mps.ane.regionCallResultToEntrypointReturnIndex
+
+ 0
+
+
+ mps.aneAlignedIO
+ mps.disablePreAllocate
+ mps.fullyPlacedOnANE
+ mps.noGPUActivity
+
+ voxcpm2_base_0_c1024w64_8waatij-e8sYAXKDtgW8jw_1
+
+
+ mps.ane.calleeName
+ voxcpm2_base_0_c1024w64_8waatij-e8sYAXKDtgW8jw_1_ANE_region_0_0
+
+
+ mps.ane.regionCallArgToEntrypointArgIndex
+
+ 0
+ 1
+ 2
+ 3
+ 4
+
+
+
+ mps.ane.regionCallResultToEntrypointReturnIndex
+
+ 0
+
+
+ mps.aneAlignedIO
+ mps.disablePreAllocate
+ mps.fullyPlacedOnANE
+ mps.noGPUActivity
+
+ voxcpm2_base_0_c2048w1_bX0wn3bxlPdXUrLhtyNAuA_2
+
+
+ mps.ane.calleeName
+ voxcpm2_base_0_c2048w1_bX0wn3bxlPdXUrLhtyNAuA_2_ANE_region_0_0
+
+
+ mps.ane.regionCallArgToEntrypointArgIndex
+
+ 0
+ 1
+ 2
+ 3
+ 4
+
+
+
+ mps.ane.regionCallResultToEntrypointReturnIndex
+
+ 0
+
+
+ mps.aneAlignedIO
+ mps.disablePreAllocate
+ mps.fullyPlacedOnANE
+ mps.noGPUActivity
+
+ voxcpm2_base_0_c2048w64_3LtVcBGuoxs-h-yPAGuyug_3
+
+
+ mps.ane.calleeName
+ voxcpm2_base_0_c2048w64_3LtVcBGuoxs-h-yPAGuyug_3_ANE_region_0_0
+
+
+ mps.ane.regionCallArgToEntrypointArgIndex
+
+ 0
+ 1
+ 2
+ 3
+ 4
+
+
+
+ mps.ane.regionCallResultToEntrypointReturnIndex
+
+ 0
+
+
+ mps.aneAlignedIO
+ mps.disablePreAllocate
+ mps.fullyPlacedOnANE
+ mps.noGPUActivity
+
+ voxcpm2_base_0_c4096w1_scoyZltFRK1SzcBDOk1SaA_4
+
+
+ mps.ane.calleeName
+ voxcpm2_base_0_c4096w1_scoyZltFRK1SzcBDOk1SaA_4_ANE_region_0_0
+
+
+ mps.ane.regionCallArgToEntrypointArgIndex
+
+ 0
+ 1
+ 2
+ 3
+ 4
+
+
+
+ mps.ane.regionCallResultToEntrypointReturnIndex
+
+ 0
+
+
+ mps.aneAlignedIO
+ mps.disablePreAllocate
+ mps.fullyPlacedOnANE
+ mps.noGPUActivity
+
+ voxcpm2_base_0_c4096w64_FXkx4LFpZ7alynnnWd1ypg_5
+
+
+ mps.ane.calleeName
+ voxcpm2_base_0_c4096w64_FXkx4LFpZ7alynnnWd1ypg_5_ANE_region_0_0
+
+
+ mps.ane.regionCallArgToEntrypointArgIndex
+
+ 0
+ 1
+ 2
+ 3
+ 4
+
+
+
+ mps.ane.regionCallResultToEntrypointReturnIndex
+
+ 0
+
+
+ mps.aneAlignedIO
+ mps.disablePreAllocate
+ mps.fullyPlacedOnANE
+ mps.noGPUActivity
+
+ voxcpm2_base_0_c512w1_ycY4f1u4EgUPrRfFDdyVXQ_6
+
+
+ mps.ane.calleeName
+ voxcpm2_base_0_c512w1_ycY4f1u4EgUPrRfFDdyVXQ_6_ANE_region_0_0
+
+
+ mps.ane.regionCallArgToEntrypointArgIndex
+
+ 0
+ 1
+ 2
+ 3
+ 4
+
+
+
+ mps.ane.regionCallResultToEntrypointReturnIndex
+
+ 0
+
+
+ mps.aneAlignedIO
+ mps.disablePreAllocate
+ mps.fullyPlacedOnANE
+ mps.noGPUActivity
+
+ voxcpm2_base_0_c512w64_ZWm1QgXWHmFyHmWzbRx1AA_7
+
+
+ mps.ane.calleeName
+ voxcpm2_base_0_c512w64_ZWm1QgXWHmFyHmWzbRx1AA_7_ANE_region_0_0
+
+
+ mps.ane.regionCallArgToEntrypointArgIndex
+
+ 0
+ 1
+ 2
+ 3
+ 4
+
+
+
+ mps.ane.regionCallResultToEntrypointReturnIndex
+
+ 0
+
+
+ mps.aneAlignedIO
+ mps.disablePreAllocate
+ mps.fullyPlacedOnANE
+ mps.noGPUActivity
+
+ voxcpm2_base_0_c8192w1_4lCCLf13MGeSFlqUNMwV1w_8
+
+
+ mps.ane.calleeName
+ voxcpm2_base_0_c8192w1_4lCCLf13MGeSFlqUNMwV1w_8_ANE_region_0_0
+
+
+ mps.ane.regionCallArgToEntrypointArgIndex
+
+ 0
+ 1
+ 2
+ 3
+ 4
+
+
+
+ mps.ane.regionCallResultToEntrypointReturnIndex
+
+ 0
+
+
+ mps.aneAlignedIO
+ mps.disablePreAllocate
+ mps.fullyPlacedOnANE
+ mps.noGPUActivity
+
+ voxcpm2_base_0_c8192w64_1ScVKMbj0FVmtw14Vev1ew_9
+
+
+ mps.ane.calleeName
+ voxcpm2_base_0_c8192w64_1ScVKMbj0FVmtw14Vev1ew_9_ANE_region_0_0
+
+
+ mps.ane.regionCallArgToEntrypointArgIndex
+
+ 0
+ 1
+ 2
+ 3
+ 4
+
+
+
+ mps.ane.regionCallResultToEntrypointReturnIndex
+
+ 0
+
+
+ mps.aneAlignedIO
+ mps.disablePreAllocate
+ mps.fullyPlacedOnANE
+ mps.noGPUActivity
+
+
+ File Name
+ specialized_model_1.mpsgraph
+ Key to Symbol Name
+
+ {
+ "entryFunctionName" : "voxcpm2_base_0_c1024w1_r2N-9LYlAPvEcOyHoQcTSQ",
+ "deviceDescriptor" : [
+ 0,
+ 32,
+ "h13c"
+ ],
+ "compilationDescriptor" : {
+ "enableANECValidationWorkflow" : true,
+ "reducedPrecisionFastMath" : 0,
+ "entryFunctionName" : "",
+ "enableCompileResourcesForPackage" : true,
+ "useANELLIR" : true,
+ "shapeShifterCacheThreads" : 1,
+ "disableShapeFolding" : false,
+ "optimizationProfile" : 0,
+ "enableANEFWToFWSignal" : false,
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