Model parts for build 59 (Core ML layers), their receipts and the updated card; single files kept for builds up to 58

Guitar/guitar-parts-native.json

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+  "receipt": "guitar-quality-native.json"
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+  "python3 Scripts/evaluation/split_roformer.py guitar-quality.onnx SPLIT",
+  "python3 Scripts/evaluation/standard_ops.py SPLIT guitar-quality-parts"
+ ],
+ "note": "The same weights and computation as guitar-quality.onnx (BS-RoFormer SW guitar), cut before each transformer layer and before the mask estimators, with Unravel’s own Linear and Attention operations and the other operations Core ML lacks written as standard ones, so Core ML takes each layer whole.",
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+   "nodes": 715
+  }
+ ]
+}

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Hybrid/mel-parts-native.json

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+  "sha256": "5a53c1240d2ee96c13776a5abc40f434a351f8a5f19077df0d1d134948d176c6",
+  "receipt": "mel-native.json"
+ },
+ "derivation": [
+  "python3 Scripts/evaluation/split_roformer.py mel-drums.onnx SPLIT",
+  "python3 Scripts/evaluation/standard_ops.py SPLIT mel-drums-parts"
+ ],
+ "note": "The same weights and computation as mel-drums.onnx, cut before each transformer layer and before the mask estimators, with attention, L2 norms, negation, empty slices and single-index gathers written as standard operations so Core ML takes each layer whole.",
+ "runtime": {
+  "coreml_parts": [
+   0,
+   1,
+   2,
+   3,
+   4,
+   5,
+   6,
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+  "cpu_parts": [
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+  "coreml_options": "MLProgram, CPU and GPU, float32, static shapes"
+ },
+ "files": [
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+   "inputs": [
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+   "outputs": [
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+    "/Reshape_3_output_0"
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+    "/Reshape_18_output_0",
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+    "/Reshape_27_output_0"
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+    "/Reshape_18_output_0",
+    "/Reshape_22_output_0",
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+   ],
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+   ],
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+    "/Reshape_34_output_0"
+   ],
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+  {
+   "file": "mel-drums-parts/part-9.onnx",
+   "bytes": 952682809,
+   "sha256": "577292f778ad1ee82a4ac1f7c250f0965ab5780f888e7b15f9aedd23ed2a7d84",
+   "inputs": [
+    "/Reshape_34_output_0",
+    "/Reshape_1_output_0"
+   ],
+   "outputs": [
+    "stem"
+   ],
+   "nodes": 867
+  }
+ ]
+}

LICENSE.md

@@ -35,7 +35,7 @@ download) and the code licences that apply.
 - **Status:** Apache-2.0
 - **Author:** Aname-Tommy; ONNX conversion by StrumWorks
 - **Source:** https://huggingface.co/Aname-Tommy/melbandroformer4stems @ 78c9bfdc3ac4122673fb2b6b19a6924e8e89e3a4
-- **Used for:** split-drums-quality
+- **Used for:** split-drums-quality, split-drums-quality-v2
 - **Receipt:** `Hybrid/mel-native.json`
 - **Notes:** Licence declared in the author’s Hugging Face model metadata (apache-2.0). Apache-2.0 notice duties apply. Code: Music-Source-Separation-Training MIT.
 
@@ -53,7 +53,7 @@ download) and the code licences that apply.
 - **Status:** unresolved
 - **Author:** enerjazzer (BS-ROFO-SW-Fixed); ONNX conversion by StrumWorks
 - **Source:** https://huggingface.co/enerjazzer/BS-ROFO-SW-Fixed @ a443a2985534b3bc815ef54a5d446c6a0390f974
-- **Used for:** enhance-guitar
+- **Used for:** enhance-guitar, enhance-guitar-v2
 - **Receipt:** `Guitar/guitar-evaluation.json`
 - **Notes:** No licence is published for the weights. Code: Music-Source-Separation-Training MIT.
 
@@ -62,6 +62,6 @@ download) and the code licences that apply.
 - **Status:** MIT
 - **Author:** Kimberley Jensen; ONNX conversion by StrumWorks
 - **Source:** https://huggingface.co/KimberleyJSN/melbandroformer @ ac9b0614ab3cd7f77219e18ba494dfd93956c348; code github.com/KimberleyJensen/Mel-Band-Roformer-Vocal-Model @ 25f44ffb55ee3c301281bba21b2d6d311cb69ae2
-- **Used for:** enhance-vocals
+- **Used for:** enhance-vocals, enhance-vocals-v2
 - **Receipt:** `Vocals/kim-vocals-evaluation.json`
 - **Notes:** The model card declares MIT, and the author confirmed MIT for her models (issue #18).

README.md

@@ -31,16 +31,51 @@ author, source revision, receipt and status.
 | `Evaluation/mdx23c-native.json` | 1,334 | `0bb0650456b509a6c2ef55369fd291e15e6ae8d2308a3aee50a72b1bcb405bc0` | MDX23C DrumSep six-part drum model (ONNX conversion) | unresolved |
 | `Hybrid/LICENSE-MSS-Code.txt` | 1,081 | `3282dc057695ef5b9a64909a7092ca40b2c292c232580fc6ace6e5d665cc0207` | Mel-Band RoFormer four-stem Large v1, drums (ONNX conversion) | Apache-2.0 |
 | `Hybrid/LICENSE-MelBand-Drums.txt` | 10,794 | `35fbcfa0ed111bceb5d4ab5fa63e0aa6d1c5ce6e4bb026f9686eaadceb249e00` | Mel-Band RoFormer four-stem Large v1, drums (ONNX conversion) | Apache-2.0 |
+| `Hybrid/mel-drums-parts/part-0.onnx` | 24,695,836 | `6596cb08cf0ec5700d83f634211d1812882fc23dd518636894ced3dc5b631bcb` | Mel-Band RoFormer four-stem Large v1, drums (ONNX conversion) | Apache-2.0 |
+| `Hybrid/mel-drums-parts/part-1.onnx` | 16,270,499 | `7befd4dcd67bd1469aed669b46bf55fba5007fe1ec525483a218f1a2275a5803` | Mel-Band RoFormer four-stem Large v1, drums (ONNX conversion) | Apache-2.0 |
+| `Hybrid/mel-drums-parts/part-2.onnx` | 16,270,644 | `784e542e1235571aa0f2f249a966c3acd3c85695a1dc2b1e5fe29a4b7bf93b11` | Mel-Band RoFormer four-stem Large v1, drums (ONNX conversion) | Apache-2.0 |
+| `Hybrid/mel-drums-parts/part-3.onnx` | 16,270,779 | `7484deadd276f71e9b3074045566653bd662e3ba0d32d6f084cf806116a2b470` | Mel-Band RoFormer four-stem Large v1, drums (ONNX conversion) | Apache-2.0 |
+| `Hybrid/mel-drums-parts/part-4.onnx` | 16,270,903 | `f19e9f8e0a4f4bcf319838885eb900b983b958f16776c1ae6c055353525acc82` | Mel-Band RoFormer four-stem Large v1, drums (ONNX conversion) | Apache-2.0 |
+| `Hybrid/mel-drums-parts/part-5.onnx` | 16,271,042 | `1353ccd93036d433082837e8a3918cb2ef269993f341ff64da01de1526656244` | Mel-Band RoFormer four-stem Large v1, drums (ONNX conversion) | Apache-2.0 |
+| `Hybrid/mel-drums-parts/part-6.onnx` | 16,271,796 | `9a5fe415d37a234bddc8518ce529715b6cfce269a19605bd9890877da1b96646` | Mel-Band RoFormer four-stem Large v1, drums (ONNX conversion) | Apache-2.0 |
+| `Hybrid/mel-drums-parts/part-7.onnx` | 16,271,888 | `79a010390aff41ef57fd9c5fa9696807403a2f5c86db934ad580c0dcb9963f5d` | Mel-Band RoFormer four-stem Large v1, drums (ONNX conversion) | Apache-2.0 |
+| `Hybrid/mel-drums-parts/part-8.onnx` | 16,270,781 | `8a5dec34d742bc3d7df7e503d09df27bef007afb6e477bfc129533ee1d168204` | Mel-Band RoFormer four-stem Large v1, drums (ONNX conversion) | Apache-2.0 |
+| `Hybrid/mel-drums-parts/part-9.onnx` | 952,682,809 | `577292f778ad1ee82a4ac1f7c250f0965ab5780f888e7b15f9aedd23ed2a7d84` | Mel-Band RoFormer four-stem Large v1, drums (ONNX conversion) | Apache-2.0 |
 | `Hybrid/mel-drums.onnx` | 1,107,389,260 | `5a53c1240d2ee96c13776a5abc40f434a351f8a5f19077df0d1d134948d176c6` | Mel-Band RoFormer four-stem Large v1, drums (ONNX conversion) | Apache-2.0 |
 | `Hybrid/mel-native.json` | 3,940 | `ee61a8e7e1debc49a873f8615cd8ce2b4fa01b6837173acd15f9ad4794a6bbc1` | Mel-Band RoFormer four-stem Large v1, drums (ONNX conversion) | Apache-2.0 |
+| `Hybrid/mel-parts-native.json` | 4,261 | `387ba1c165104178ce2f2f9ecb8da267e7220cc3503653683dffd3c9e73052ed` | Mel-Band RoFormer four-stem Large v1, drums (ONNX conversion) | Apache-2.0 |
 | `Hybrid/LICENSE-SCNet-Code.txt` | 1,081 | `3282dc057695ef5b9a64909a7092ca40b2c292c232580fc6ace6e5d665cc0207` | SCNet Large (starrytong, fixed), bass (ONNX conversion) | unresolved |
 | `Hybrid/scnet-bass.onnx` | 170,947,180 | `5fc87794d8fc78fbadc8ca499ff385331a444ea35928cfa165b89db18065b7c8` | SCNet Large (starrytong, fixed), bass (ONNX conversion) | unresolved |
 | `Hybrid/scnet-native.json` | 5,642 | `95d3112e7447f3423cce3bdd7b65a6df52187dd9460308049eed7e9dd2740b48` | SCNet Large (starrytong, fixed), bass (ONNX conversion) | unresolved |
 | `Guitar/LICENSE-MSS-Code.txt` | 1,081 | `3282dc057695ef5b9a64909a7092ca40b2c292c232580fc6ace6e5d665cc0207` | BS-RoFormer SW (fixed), guitar (ONNX conversion) | unresolved |
 | `Guitar/guitar-evaluation.json` | 2,270 | `ab9e6ca95ea53cc6d7ab1c91f15acd1c5f1722b291428de72fbc246919c497c8` | BS-RoFormer SW (fixed), guitar (ONNX conversion) | unresolved |
+| `Guitar/guitar-parts-native.json` | 4,773 | `c786b4f2f6dce92972ed2a2f50fc170d693544f69ac50664aee34532f30d9d29` | BS-RoFormer SW (fixed), guitar (ONNX conversion) | unresolved |
 | `Guitar/guitar-quality-native.json` | 470 | `5a6963665cba73fbec24eab9d82eb80d6eecb29a1499a4b31c21f020fcedc855` | BS-RoFormer SW (fixed), guitar (ONNX conversion) | unresolved |
+| `Guitar/guitar-quality-parts/part-0.onnx` | 4,449,855 | `3cee124084a6e3d18bcd7f1c7cffe531cadc6040b2d1ea101cbc71ebac3cbdae` | BS-RoFormer SW (fixed), guitar (ONNX conversion) | unresolved |
+| `Guitar/guitar-quality-parts/part-1.onnx` | 10,674,820 | `7b5b59f78eae4c39eca7e1cf37d0712376189e6335802ce27b5173168c6a3299` | BS-RoFormer SW (fixed), guitar (ONNX conversion) | unresolved |
+| `Guitar/guitar-quality-parts/part-10.onnx` | 10,658,258 | `b09a0471af3e3e9231291c4080d427d98894207f70244d9d1231cff04931af9c` | BS-RoFormer SW (fixed), guitar (ONNX conversion) | unresolved |
+| `Guitar/guitar-quality-parts/part-11.onnx` | 10,660,006 | `c8d4104053854902c60dce80ebc60b923e953ca4653194eb429edab25ff14ac0` | BS-RoFormer SW (fixed), guitar (ONNX conversion) | unresolved |
+| `Guitar/guitar-quality-parts/part-12.onnx` | 10,661,693 | `9a4c087f306a21bdc4f56db8763e78614cc1eb1b202796bb4be4b48d2bcfd722` | BS-RoFormer SW (fixed), guitar (ONNX conversion) | unresolved |
+| `Guitar/guitar-quality-parts/part-13.onnx` | 99,054,495 | `13b99fe0cf046145b6e467b98ac2284080773ce5654061d0b17d86499fa06cc8` | BS-RoFormer SW (fixed), guitar (ONNX conversion) | unresolved |
+| `Guitar/guitar-quality-parts/part-2.onnx` | 10,658,189 | `805e4e28a57ba2912399d577482b49afca670b32fefcd4298d58791a2d9eee80` | BS-RoFormer SW (fixed), guitar (ONNX conversion) | unresolved |
+| `Guitar/guitar-quality-parts/part-3.onnx` | 10,658,195 | `e3f659e65e77995e72c7c911153d741b360acc6d06f575b59f9452f4779e68ac` | BS-RoFormer SW (fixed), guitar (ONNX conversion) | unresolved |
+| `Guitar/guitar-quality-parts/part-4.onnx` | 10,658,198 | `07aa95d76d9805f74ad73c087f5f0d7949794662bc3fedad17a7a655bd522144` | BS-RoFormer SW (fixed), guitar (ONNX conversion) | unresolved |
+| `Guitar/guitar-quality-parts/part-5.onnx` | 10,658,204 | `43ab68882aa4c53d778cae5b3313a10eafcac542682f8f706267a5d67d45379c` | BS-RoFormer SW (fixed), guitar (ONNX conversion) | unresolved |
+| `Guitar/guitar-quality-parts/part-6.onnx` | 10,658,221 | `e952ffb78b20ebee1d839cf6b4f1577aee497d75aaaa97ae1f65c273e0360d56` | BS-RoFormer SW (fixed), guitar (ONNX conversion) | unresolved |
+| `Guitar/guitar-quality-parts/part-7.onnx` | 10,658,221 | `2a21f98f8d31d19785abba14be0e1905fd50760dc8886e60e310ac3d5178a76b` | BS-RoFormer SW (fixed), guitar (ONNX conversion) | unresolved |
+| `Guitar/guitar-quality-parts/part-8.onnx` | 10,658,227 | `d35ef20ba2cdf7b0b736d94cf91aec8ab760d162e7a0e8d181e9f5649f19a8f6` | BS-RoFormer SW (fixed), guitar (ONNX conversion) | unresolved |
+| `Guitar/guitar-quality-parts/part-9.onnx` | 10,658,257 | `a1a7c76db5c25b7ea6ac281726d70f10fcba53cf904158e643ab9edf069bd5f0` | BS-RoFormer SW (fixed), guitar (ONNX conversion) | unresolved |
 | `Guitar/guitar-quality.onnx` | 207,712,098 | `667116d92813526e704c908574e44e9d0c4cd21fb44337ce5a68fb93df0b2f39` | BS-RoFormer SW (fixed), guitar (ONNX conversion) | unresolved |
 | `Vocals/LICENSE-Kim-Vocals.txt` | 1,611 | `66f9995ade40db1de98b5e2f78a51c7ccffb0f4881bd87ec7c4f92fb71ea44cb` | Kim Mel-Band RoFormer vocals (ONNX conversion) | MIT |
 | `Vocals/kim-vocals-evaluation.json` | 5,439 | `2e93547d2088585873205f075423f6d6456f275c6b381d93c47980c2bf341bc8` | Kim Mel-Band RoFormer vocals (ONNX conversion) | MIT |
+| `Vocals/vocals-kim-parts/part-0.onnx` | 12,479,721 | `f81fd790812489ee0c93224377059816509bed92b3bae2c4f25011931898e153` | Kim Mel-Band RoFormer vocals (ONNX conversion) | MIT |
+| `Vocals/vocals-kim-parts/part-1.onnx` | 16,295,516 | `ad8e9d3f3d66ef18f1818b113f2b039dc3cd9e07fcfcb0ace0d535a7acc0795c` | Kim Mel-Band RoFormer vocals (ONNX conversion) | MIT |
+| `Vocals/vocals-kim-parts/part-2.onnx` | 16,295,550 | `796b8c06649086d5cc0b98506f00da58d75aaa32b3d6e127b7c560e0746ce172` | Kim Mel-Band RoFormer vocals (ONNX conversion) | MIT |
+| `Vocals/vocals-kim-parts/part-3.onnx` | 16,295,556 | `8a1fd7f5bd857b98b4e30ff2a0cf20361151efcd05bcfda75152b1bcf9a268c8` | Kim Mel-Band RoFormer vocals (ONNX conversion) | MIT |
+| `Vocals/vocals-kim-parts/part-4.onnx` | 16,295,559 | `4449c3976528198f22fdaef8688e819121fdcabd23c158954bda106aea64f7e5` | Kim Mel-Band RoFormer vocals (ONNX conversion) | MIT |
+| `Vocals/vocals-kim-parts/part-5.onnx` | 16,295,565 | `b634331b01c8fb7329b7c5c14395ca417c93f2e5d93d16fcdfe8d1e3eb6c9ff1` | Kim Mel-Band RoFormer vocals (ONNX conversion) | MIT |
+| `Vocals/vocals-kim-parts/part-6.onnx` | 16,295,223 | `f67ac99e28e3e11beefa8bd65eceac63b808927dc4db8dd22b34f96c09923ece` | Kim Mel-Band RoFormer vocals (ONNX conversion) | MIT |
+| `Vocals/vocals-kim-parts/part-7.onnx` | 819,240,966 | `5de1effaa7dc18f78a680e516f080e065d6f1545ad348e782740cb9b76341cd4` | Kim Mel-Band RoFormer vocals (ONNX conversion) | MIT |
 | `Vocals/vocals-kim.onnx` | 929,362,776 | `94897c6d3616f3a98e5fbf18b12c9515ce4bfc8fd0707da701deae67b4c6c758` | Kim Mel-Band RoFormer vocals (ONNX conversion) | MIT |
 | `Vocals/vocals-native.json` | 871 | `4df8c13afc0db4d5dffa61dd4bfb5306db3a96c89517786c1bcd8b93d98c730e` | Kim Mel-Band RoFormer vocals (ONNX conversion) | MIT |
+| `Vocals/vocals-parts-native.json` | 3,001 | `8644aef83e955401de6021f3aa6978c482e856cdef5e32bcf26adc86ab583c14` | Kim Mel-Band RoFormer vocals (ONNX conversion) | MIT |

Vocals/vocals-kim-parts/part-0.onnx

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+size 12479721

Vocals/vocals-kim-parts/part-1.onnx

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+size 16295516

Vocals/vocals-kim-parts/part-2.onnx

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Vocals/vocals-kim-parts/part-3.onnx

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Vocals/vocals-kim-parts/part-4.onnx

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Vocals/vocals-kim-parts/part-5.onnx

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Vocals/vocals-kim-parts/part-6.onnx

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Vocals/vocals-kim-parts/part-7.onnx

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Vocals/vocals-parts-native.json

@@ -0,0 +1,128 @@
+{
+ "kind": "parts",
+ "source": {
+  "file": "vocals-kim.onnx",
+  "sha256": "94897c6d3616f3a98e5fbf18b12c9515ce4bfc8fd0707da701deae67b4c6c758",
+  "receipt": "vocals-native.json"
+ },
+ "derivation": [
+  "python3 Scripts/evaluation/split_roformer.py vocals-kim.onnx SPLIT",
+  "python3 Scripts/evaluation/standard_ops.py SPLIT vocals-kim-parts"
+ ],
+ "note": "The same weights and computation as vocals-kim.onnx (Kim Mel-Band RoFormer vocals), cut before each transformer layer and before the mask estimators, with Unravel’s own Linear and Attention operations and the other operations Core ML lacks written as standard ones, so Core ML takes each layer whole.",
+ "runtime": {
+  "coreml_parts": [
+   0,
+   1,
+   2,
+   3,
+   4,
+   5,
+   6
+  ],
+  "cpu_parts": [
+   7
+  ],
+  "coreml_options": "MLProgram, CPU and GPU, float32, static shapes"
+ },
+ "files": [
+  {
+   "file": "vocals-kim-parts/part-0.onnx",
+   "bytes": 12479721,
+   "sha256": "f81fd790812489ee0c93224377059816509bed92b3bae2c4f25011931898e153",
+   "inputs": [
+    "spectrum"
+   ],
+   "outputs": [
+    "/Reshape_1_output_0",
+    "/Concat_output_0"
+   ],
+   "nodes": 797
+  },
+  {
+   "file": "vocals-kim-parts/part-1.onnx",
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+   "sha256": "ad8e9d3f3d66ef18f1818b113f2b039dc3cd9e07fcfcb0ace0d535a7acc0795c",
+   "inputs": [
+    "/Concat_output_0"
+   ],
+   "outputs": [
+    "/Concat_2_output_0"
+   ],
+   "nodes": 435
+  },
+  {
+   "file": "vocals-kim-parts/part-2.onnx",
+   "bytes": 16295550,
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+    "/Concat_2_output_0"
+   ],
+   "outputs": [
+    "/Concat_4_output_0"
+   ],
+   "nodes": 435
+  },
+  {
+   "file": "vocals-kim-parts/part-3.onnx",
+   "bytes": 16295556,
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+   "inputs": [
+    "/Concat_4_output_0"
+   ],
+   "outputs": [
+    "/Concat_6_output_0"
+   ],
+   "nodes": 435
+  },
+  {
+   "file": "vocals-kim-parts/part-4.onnx",
+   "bytes": 16295559,
+   "sha256": "4449c3976528198f22fdaef8688e819121fdcabd23c158954bda106aea64f7e5",
+   "inputs": [
+    "/Concat_6_output_0"
+   ],
+   "outputs": [
+    "/Concat_8_output_0"
+   ],
+   "nodes": 435
+  },
+  {
+   "file": "vocals-kim-parts/part-5.onnx",
+   "bytes": 16295565,
+   "sha256": "b634331b01c8fb7329b7c5c14395ca417c93f2e5d93d16fcdfe8d1e3eb6c9ff1",
+   "inputs": [
+    "/Concat_8_output_0"
+   ],
+   "outputs": [
+    "/Concat_10_output_0"
+   ],
+   "nodes": 435
+  },
+  {
+   "file": "vocals-kim-parts/part-6.onnx",
+   "bytes": 16295223,
+   "sha256": "f67ac99e28e3e11beefa8bd65eceac63b808927dc4db8dd22b34f96c09923ece",
+   "inputs": [
+    "/Concat_10_output_0"
+   ],
+   "outputs": [
+    "/Reshape_26_output_0"
+   ],
+   "nodes": 431
+  },
+  {
+   "file": "vocals-kim-parts/part-7.onnx",
+   "bytes": 819240966,
+   "sha256": "5de1effaa7dc18f78a680e516f080e065d6f1545ad348e782740cb9b76341cd4",
+   "inputs": [
+    "/Reshape_26_output_0",
+    "/Reshape_1_output_0"
+   ],
+   "outputs": [
+    "vocals"
+   ],
+   "nodes": 817
+  }
+ ]
+}