Publish model bundles

.gitattributes

@@ -1569,3 +1569,98 @@ macos27/h17d/vision.h17d.aimodelc/main-h17d-delegates/MPSGraph/mpsExecutable.mps
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NOTICE

@@ -1,16 +1,44 @@
-Independent Core AI conversion of vllm-sr/d3-mini, fine-tuned from
-Qwen/Qwen3.5-4B, for text and image decisions.
-Upstream: https://huggingface.co/vllm-sr/d3-mini
-Revision: bd0090dd758d32ba59ef5c749910a8e87fc4391f
+Independent Core AI conversion of LiquidAI/d1-3B for text and image decisions.
+Upstream: https://huggingface.co/LiquidAI/d1-3B
+Revision: 051bcc464b01b9f92942b364d9586b0ef5912432
 
-The upstream checkpoint, upstream code and converted weights are governed by
-the Apache License 2.0. A copy of the license accompanies this distribution.
-Each bundle's checkpoint folder redistributes the upstream code, tokenizer,
-configuration, readout and license files unmodified, and the token embeddings
-and vision position table from the upstream weights.
+The upstream checkpoint, upstream code and converted weights are governed by the
+LFM Open License v1.0. A copy of the license accompanies this distribution.
 
-The language backbone runs as FP16 Core AI stages and the vision tower as an
-FP16 Core AI asset on the Apple Neural Engine. Tokenization, image
-preprocessing, position tables, token-embedding lookup and option readout run
-on the host CPU. The model has not been retrained. This project is not
-affiliated with or endorsed by vllm-sr or Qwen.
+The conversion uses 1x1 convolution projections, activation scaling,
+tanh-form SiLU and a split FFN. The language backbone and SigLIP2 vision tower
+are exported as FP16 Core AI assets for the Apple Neural Engine. Tokenization,
+image preprocessing, token-embedding lookup, the FP32 multimodal projector,
+and option readout run on the host CPU. The model has not been retrained.
+This project is not affiliated with or endorsed by Liquid AI.
+
+Independent Core AI conversions of vllm-sr/d3-nano and vllm-sr/d3-mini,
+fine-tuned from Qwen/Qwen3.5-2B and Qwen/Qwen3.5-4B, for text and image decisions.
+Upstream: https://huggingface.co/vllm-sr/d3-nano, https://huggingface.co/vllm-sr/d3-mini
+Revisions are pinned in src/tinkerbox_ane/d3/__init__.py and recorded in exported manifests.
+
+Their checkpoints, upstream code and converted weights are governed by the
+Apache License 2.0 (LICENSES/Apache-2.0.txt). The language backbone runs as
+FP16 Core AI stages and the vision tower as an FP16 Core AI asset on the Apple
+Neural Engine; tokenization, image preprocessing, position tables,
+token-embedding lookup and option readout run on the host CPU. The models
+have not been retrained. This project is not affiliated with or endorsed by
+vllm-sr or Qwen.
+
+OmniVoice integration:
+Upstream code: https://github.com/k2-fsa/OmniVoice (Apache-2.0).
+Checkpoint: https://huggingface.co/k2-fsa/OmniVoice
+Revision: c5fdb5ccb189668d56333f77ba2629f4cd7535f4
+OmniVoice checkpoint and derived weights are licensed CC-BY-NC.
+The Qwen3 transformer is converted independently; CPU speech processing and
+sampling use the separately installed upstream omnivoice package.
+
+VoxCPM2 speech integration:
+Upstream: https://github.com/OpenBMB/VoxCPM
+Source revision: cce58a5b59303c9bd63d12f23afe6a49a4a80c59
+Checkpoint: https://huggingface.co/openbmb/VoxCPM2
+Revision: 32279effe8c19989596f05d353d1447f51d9e915
+Copyright 2026 OpenBMB. Code and weights are Apache-2.0 licensed;
+see LICENSES/VoxCPM-Apache-2.0.txt. The AudioVAE V2 codec and causal streaming decoder
+are retained from upstream. MiniCPM transformers are independently converted
+for ANE; task conditioning and sampling follow the pinned upstream contract.

README.md

@@ -31,7 +31,7 @@ Requires macOS 27, Apple Silicon M4 or newer, and Python 3.12 or 3.13.
 
 ## Usage
 
-Install `tinkerbox-ane>=2.1.0`. Loading the model downloads only this Mac's bundle: its `checkpoint` folder carries the upstream code, tokenizer and configuration, and the token embeddings and vision position table the CPU uses.
+Install `tinkerbox-ane>=2.2.0`. Loading the model downloads only this Mac's bundle: its `checkpoint` folder carries the original model's code, tokenizer and configuration, and the token embeddings and vision position table the CPU uses.
 
 ```python
 import tinkerbox_ane
@@ -72,20 +72,30 @@ d3's full-attention layers let every prompt token see the question, so questions
 
 ## Benchmarks
 
-Measured October 21, 2026 on Apple M5 Pro (`h17s`, 24 GiB), macOS 27.0.1, one question, warm.
+Measured October 26, 2026 on Apple M5 Pro (`h17s`, 24 GiB), macOS 27.0.1, one question, warm.
 
 | Metric | Result |
 |---|---:|
 | Top-answer agreement with FP32 text reference | 100% |
 | Absolute probability drift, mean / maximum | 0.0008 / 0.025 |
 | Official BF16 drift from FP32, mean / maximum | 0.0006 / 0.018 |
-| 91-token text prompt | 85 ms |
-| 250-token text prompt | 171 ms |
-| 506-token text prompt | 354 ms |
-| 4,090-token text prompt | 3.07 s |
-| 7,998 token text prompt | 8.23 s |
-| 26,063-token text prompt | 51.4 s |
-| 640 × 480 image prompt | 0.64 s |
-| ANE energy, 91-token prompt | 317 mJ |
-
-Upstream checkpoint: `vllm-sr/d3-mini@bd0090dd758d32ba59ef5c749910a8e87fc4391f`. Weights, upstream code, and converted assets retain the [Apache License 2.0](LICENSE). See [NOTICE](NOTICE).
+| Peak wired memory | 9.0 GiB |
+| Peak Python memory | 0.76 GiB |
+| 123-token text prompt | 86 ms |
+| 198-token text prompt | 183 ms |
+| 284-token text prompt | 276 ms |
+| 358-token text prompt | 276 ms |
+| 841-token text prompt | 0.65 s |
+| 3,091-token text prompt | 2.47 s |
+| 640 × 480 image prompt | 0.67 s |
+| ANE energy, 123-token prompt | 0.52 J |
+| ANE energy, 198-token prompt | 1.01 J |
+| ANE energy, 284-token prompt | 1.56 J |
+| ANE energy, 358-token prompt | 1.58 J |
+| ANE energy, 841-token prompt | 3.68 J |
+| ANE energy, 3,091-token prompt | 13.7 J |
+| ANE energy, 640 × 480 image prompt | 2.88 J |
+
+Prompts of 129 to 320 tokens take the chunked path, which keeps one set of weights resident to minimize memory instead of a wider, faster prompt function.
+
+Original checkpoint: `vllm-sr/d3-mini@bd0090dd758d32ba59ef5c749910a8e87fc4391f`. Weights, original code, and converted assets retain the [Apache License 2.0](LICENSE). See [NOTICE](NOTICE).

config.json

@@ -1,25 +1,25 @@
 {
   "version": 2,
   "source_hashes": [
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-    "h16s": "macos27/h16s/model.json",
     "h16g": "macos27/h16g/model.json",
+    "h16s": "macos27/h16s/model.json",
     "h16c": "macos27/h16c/model.json",
+    "h17g": "macos27/h17g/model.json",
+    "h17s": "macos27/h17s/model.json",
     "h17c": "macos27/h17c/model.json",
-    "h17d": "macos27/h17d/model.json"
+    "h17d": "macos27/h17d/model.json",
+    "h18g": "macos27/h18g/model.json"
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 }

macos27/h16c/model.json

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macos27/h16c/stage0.h16c.aimodelc/main-h16c-delegates/MPSGraph/mpsExecutable.mpsgraphpackage/binary_0.llir.bundle/{scan0_STp_wm_LzmT1Uunpx--22w_13_ANE_region_0_0.bc → scan0_STp_wm_LzmT1Uunpx--22w_10_ANE_region_0_0.bc}/h16c/prompt0c128_UZMmAL16c_cwOfmSaSCivQ_9_ANE_region_0_0.mlir.bc

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-size 581777
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macos27/{h16g/stage2.h16g.aimodelc/main-h16g-delegates/MPSGraph/mpsExecutable.mpsgraphpackage/binary_0.llir.bundle/scan2_wMq8fqhzbP-HJaCEdAvLTQ_13_ANE_region_0_0.bc/h16g/scan2_wMq8fqhzbP-HJaCEdAvLTQ_13_ANE_region_0_0.mlir.bc → h16c/stage0.h16c.aimodelc/main-h16c-delegates/MPSGraph/mpsExecutable.mpsgraphpackage/binary_0.llir.bundle/scan0_STp_wm_LzmT1Uunpx--22w_10_ANE_region_0_0.bc/h16c/scan0_STp_wm_LzmT1Uunpx--22w_10_ANE_region_0_0.mlir.bc}

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macos27/h16c/stage0.h16c.aimodelc/main-h16c-delegates/MPSGraph/mpsExecutable.mpsgraphpackage/manifest.plist

@@ -9,7 +9,7 @@
 			<key>ANERegionsHash</key>
 			<dict>
 				<key>h16c</key>
-				<string>C2051A5D419AB5A2C8A4F7856E0D1D8115C975B16710BF56DBF1F321A3545818_DFDB4535BBF7E1327412F45DDB1E3ED9FF150DF672E5019EC8A4C3272E498C2C</string>
+				<string>CB6B8EBD17F448EA637A188458BB387EAE7512AE6F30F7A05B688387B709C478_3657EFFD9022BFF51F4380941CC0203BE089EA0DE19314D42606AF2765C58A17</string>
 			</dict>
 			<key>Adapters by rank</key>
 			<dict/>
@@ -44,9 +44,6 @@
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   "{\n  \"entryFunctionName\" : \"attend0c8192_bRWTtL0CD_NFdintHLuPKQ\",\n  \"deviceDescriptor\" : [\n    0,\n    40,\n    \"h16c\"\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\" : 36,\n  \"inputShapes\" : [\n    268435472,\n    4,\n    1,\n    4,\n    8192,\n    256,\n    268435472,\n    4,\n    1,\n    4,\n    8192,\n    256,\n    268435472,\n    4,\n    1,\n    1,\n    1,\n    8192,\n    268435472,\n    4,\n    1,\n    16,\n    128,\n    256,\n    268435472,\n    4,\n    1,\n    16,\n    128,\n    256,\n    268435472,\n    4,\n    1,\n    2560,\n    1,\n    128\n  ],\n  \"callablesHash\" : 0\n}",
   "{\n  \"entryFunctionName\" : \"prompt0c128_UZMmAL16c_cwOfmSaSCivQ\",\n  \"deviceDescriptor\" : [\n    0,\n    40,\n    \"h16c\"\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\" : 24,\n  \"inputShapes\" : [\n    268435472,\n    4,\n    1,\n    2560,\n    1,\n    128,\n    268435472,\n    4,\n    1,\n    1,\n    32,\n    128,\n    268435472,\n    4,\n    1,\n    1,\n    32,\n    128,\n    268435472,\n    4,\n    1,\n    1,\n    1,\n    128\n  ],\n  \"callablesHash\" : 0\n}",
-  "{\n  \"entryFunctionName\" : \"prompt0c192_xCJP2TEj3zQLyjLkMsYP2A\",\n  \"deviceDescriptor\" : [\n    0,\n    40,\n    \"h16c\"\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\" : 24,\n  \"inputShapes\" : [\n    268435472,\n    4,\n    1,\n    2560,\n    1,\n    192,\n    268435472,\n    4,\n    1,\n    1,\n    32,\n    192,\n    268435472,\n    4,\n    1,\n    1,\n    32,\n    192,\n    268435472,\n    4,\n    1,\n    1,\n    1,\n    192\n  ],\n  \"callablesHash\" : 0\n}",
-  "{\n  \"entryFunctionName\" : \"prompt0c256_CQDt9ea0O5J23ql9vLeqEw\",\n  \"deviceDescriptor\" : [\n    0,\n    40,\n    \"h16c\"\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\" : 24,\n  \"inputShapes\" : [\n    268435472,\n    4,\n    1,\n    2560,\n    1,\n    256,\n    268435472,\n    4,\n    1,\n    1,\n    32,\n    256,\n    268435472,\n    4,\n    1,\n    1,\n    32,\n    256,\n    268435472,\n    4,\n    1,\n    1,\n    1,\n    256\n  ],\n  \"callablesHash\" : 0\n}",
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 ]</key>
 				<dict>
@@ -330,89 +327,11 @@
 							<string>mps.fullyPlacedOnANE</string>
 							<string>mps.noGPUActivity</string>
 						</array>
-						<key>prompt0c192_xCJP2TEj3zQLyjLkMsYP2A_10</key>
+						<key>scan0_STp_wm_LzmT1Uunpx--22w_10</key>
 						<array>
 							<dict>
 								<key>mps.ane.calleeName</key>
-								<string>prompt0c192_xCJP2TEj3zQLyjLkMsYP2A_10_ANE_region_0_0</string>
-							</dict>
-							<dict>
-								<key>mps.ane.regionCallArgToEntrypointArgIndex</key>
-								<array>
-									<integer>0</integer>
-									<integer>1</integer>
-									<integer>2</integer>
-									<integer>3</integer>
-								</array>
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-							<dict>
-								<key>mps.ane.regionCallResultToEntrypointReturnIndex</key>
-								<array>
-									<integer>0</integer>
-								</array>
-							</dict>
-							<string>mps.aneAlignedIO</string>
-							<string>mps.disablePreAllocate</string>
-							<string>mps.fullyPlacedOnANE</string>
-							<string>mps.noGPUActivity</string>
-						</array>
-						<key>prompt0c256_CQDt9ea0O5J23ql9vLeqEw_11</key>
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-								<key>mps.ane.calleeName</key>
-								<string>prompt0c256_CQDt9ea0O5J23ql9vLeqEw_11_ANE_region_0_0</string>
-							</dict>
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-								<key>mps.ane.regionCallArgToEntrypointArgIndex</key>
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-									<integer>0</integer>
-									<integer>1</integer>
-									<integer>2</integer>
-									<integer>3</integer>
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-							<dict>
-								<key>mps.ane.regionCallResultToEntrypointReturnIndex</key>
-								<array>
-									<integer>0</integer>
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-							<string>mps.aneAlignedIO</string>
-							<string>mps.disablePreAllocate</string>
-							<string>mps.fullyPlacedOnANE</string>
-							<string>mps.noGPUActivity</string>
-						</array>
-						<key>prompt0c320_aGArBK0Rj0C9wwIJspDEBw_12</key>
-						<array>
-							<dict>
-								<key>mps.ane.calleeName</key>
-								<string>prompt0c320_aGArBK0Rj0C9wwIJspDEBw_12_ANE_region_0_0</string>
-							</dict>
-							<dict>
-								<key>mps.ane.regionCallArgToEntrypointArgIndex</key>
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-									<integer>0</integer>
-									<integer>1</integer>
-									<integer>2</integer>
-									<integer>3</integer>
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-								<key>mps.ane.regionCallResultToEntrypointReturnIndex</key>
-								<array>
-									<integer>0</integer>
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-							<string>mps.aneAlignedIO</string>
-							<string>mps.disablePreAllocate</string>
-							<string>mps.fullyPlacedOnANE</string>
-							<string>mps.noGPUActivity</string>
-						</array>
-						<key>scan0_STp_wm_LzmT1Uunpx--22w_13</key>
-						<array>
-							<dict>
-								<key>mps.ane.calleeName</key>
-								<string>scan0_STp_wm_LzmT1Uunpx--22w_13_ANE_region_0_0</string>
+								<string>scan0_STp_wm_LzmT1Uunpx--22w_10_ANE_region_0_0</string>
 							</dict>
 							<dict>
 								<key>mps.ane.regionCallArgToEntrypointArgIndex</key>
@@ -1253,216 +1172,6 @@
 }</key>
 						<string>prompt0c128_UZMmAL16c_cwOfmSaSCivQ_9</string>
 						<key>{
-  "entryFunctionName" : "prompt0c192_xCJP2TEj3zQLyjLkMsYP2A",
-  "deviceDescriptor" : [
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-    40,
-    "h16c"
-  ],
-  "compilationDescriptor" : {
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-    "reducedPrecisionFastMath" : 0,
-    "entryFunctionName" : "",
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-    "useANELLIR" : true,
-    "shapeShifterCacheThreads" : 1,
-    "disableShapeFolding" : false,
-    "optimizationProfile" : 0,
-    "enableANEFWToFWSignal" : false,
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-    "includeDebugInfo" : false,
-    "addUniqueIdToMLIRLocations" : true,
-    "maximumNumberOfParallelEncodingRegions" : 1,
-    "aneCompilerSpatialSplitting" : 3,
-    "compilerOptions" : 1691023,
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-    "enableMLIRDiagnostics" : false,
-    "enableShapeEquivalence" : false,
-    "enableShapeShifter" : true,
-    "enableShapeShifterCache" : false,
-    "shapeShifterTILevel" : 0,
-    "verifyTypeInference" : false,
-    "printANEPlacementAnalysis" : false,
-    "inputShapeRanges" : null,
-    "enableANELateLatch" : false,
-    "minimumNumberOfOpsInParallelRegion" : 100,
-    "enableANECHWRankPromotion" : true,
-    "enableParallelEncode" : true,
-    "allowedComputeDevices" : 7,
-    "aneBondedCompileMode" : 0,
-    "enableMemrefBufferization" : true
-  },
-  "inputShapesCount" : 24,
-  "inputShapes" : [
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-  ],
-  "callablesHash" : 0
-}</key>
-						<string>prompt0c192_xCJP2TEj3zQLyjLkMsYP2A_10</string>
-						<key>{
-  "entryFunctionName" : "prompt0c256_CQDt9ea0O5J23ql9vLeqEw",
-  "deviceDescriptor" : [
-    0,
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-    "h16c"
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-    "reducedPrecisionFastMath" : 0,
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-    "shapeShifterCacheThreads" : 1,
-    "disableShapeFolding" : false,
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-    "optimizationLevel" : 1,
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-    "addUniqueIdToMLIRLocations" : true,
-    "maximumNumberOfParallelEncodingRegions" : 1,
-    "aneCompilerSpatialSplitting" : 3,
-    "compilerOptions" : 1691023,
-    "preferredDevice" : 2,
-    "enableMLIRDiagnostics" : false,
-    "enableShapeEquivalence" : false,
-    "enableShapeShifter" : true,
-    "enableShapeShifterCache" : false,
-    "shapeShifterTILevel" : 0,
-    "verifyTypeInference" : false,
-    "printANEPlacementAnalysis" : false,
-    "inputShapeRanges" : null,
-    "enableANELateLatch" : false,
-    "minimumNumberOfOpsInParallelRegion" : 100,
-    "enableANECHWRankPromotion" : true,
-    "enableParallelEncode" : true,
-    "allowedComputeDevices" : 7,
-    "aneBondedCompileMode" : 0,
-    "enableMemrefBufferization" : true
-  },
-  "inputShapesCount" : 24,
-  "inputShapes" : [
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-    4,
-    1,
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-    1,
-    256
-  ],
-  "callablesHash" : 0
-}</key>
-						<string>prompt0c256_CQDt9ea0O5J23ql9vLeqEw_11</string>
-						<key>{
-  "entryFunctionName" : "prompt0c320_aGArBK0Rj0C9wwIJspDEBw",
-  "deviceDescriptor" : [
-    0,
-    40,
-    "h16c"
-  ],
-  "compilationDescriptor" : {
-    "enableANECValidationWorkflow" : true,
-    "reducedPrecisionFastMath" : 0,
-    "entryFunctionName" : "",
-    "enableCompileResourcesForPackage" : true,
-    "useANELLIR" : true,
-    "shapeShifterCacheThreads" : 1,
-    "disableShapeFolding" : false,
-    "optimizationProfile" : 0,
-    "enableANEFWToFWSignal" : false,
-    "optimizationLevel" : 1,
-    "includeDebugInfo" : false,
-    "addUniqueIdToMLIRLocations" : true,
-    "maximumNumberOfParallelEncodingRegions" : 1,
-    "aneCompilerSpatialSplitting" : 3,
-    "compilerOptions" : 1691023,
-    "preferredDevice" : 2,
-    "enableMLIRDiagnostics" : false,
-    "enableShapeEquivalence" : false,
-    "enableShapeShifter" : true,
-    "enableShapeShifterCache" : false,
-    "shapeShifterTILevel" : 0,
-    "verifyTypeInference" : false,
-    "printANEPlacementAnalysis" : false,
-    "inputShapeRanges" : null,
-    "enableANELateLatch" : false,
-    "minimumNumberOfOpsInParallelRegion" : 100,
-    "enableANECHWRankPromotion" : true,
-    "enableParallelEncode" : true,
-    "allowedComputeDevices" : 7,
-    "aneBondedCompileMode" : 0,
-    "enableMemrefBufferization" : true
-  },
-  "inputShapesCount" : 24,
-  "inputShapes" : [
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-    4,
-    1,
-    1,
-    1,
-    320
-  ],
-  "callablesHash" : 0
-}</key>
-						<string>prompt0c320_aGArBK0Rj0C9wwIJspDEBw_12</string>
-						<key>{
   "entryFunctionName" : "scan0_STp_wm_LzmT1Uunpx--22w",
   "deviceDescriptor" : [
     0,
@@ -1531,7 +1240,7 @@
   ],
   "callablesHash" : 0
 }</key>
-						<string>scan0_STp_wm_LzmT1Uunpx--22w_13</string>
+						<string>scan0_STp_wm_LzmT1Uunpx--22w_10</string>
 					</dict>
 					<key>Used Binary File Resource Ids</key>
 					<array>
@@ -1769,75 +1478,6 @@
     128
   ],
   "callablesHash" : 0
-}</string>
-						<string>{
-  "entryFunctionName" : "prompt0c192_xCJP2TEj3zQLyjLkMsYP2A",
-  "deviceDescriptor" : [
-    0,
-    40,
-    "h16c"
-  ],
-  "compilationDescriptor" : {
-    "enableANECValidationWorkflow" : true,
-    "reducedPrecisionFastMath" : 0,
-    "entryFunctionName" : "",
-    "enableCompileResourcesForPackage" : true,
-    "useANELLIR" : true,
-    "shapeShifterCacheThreads" : 1,
-    "disableShapeFolding" : false,
-    "optimizationProfile" : 0,
-    "enableANEFWToFWSignal" : false,
-    "optimizationLevel" : 1,
-    "includeDebugInfo" : false,
-    "addUniqueIdToMLIRLocations" : true,
-    "maximumNumberOfParallelEncodingRegions" : 1,
-    "aneCompilerSpatialSplitting" : 3,
-    "compilerOptions" : 1691023,
-    "preferredDevice" : 2,
-    "enableMLIRDiagnostics" : false,
-    "enableShapeEquivalence" : false,
-    "enableShapeShifter" : true,
-    "enableShapeShifterCache" : false,
-    "shapeShifterTILevel" : 0,
-    "verifyTypeInference" : false,
-    "printANEPlacementAnalysis" : false,
-    "inputShapeRanges" : null,
-    "enableANELateLatch" : false,
-    "minimumNumberOfOpsInParallelRegion" : 100,
-    "enableANECHWRankPromotion" : true,
-    "enableParallelEncode" : true,
-    "allowedComputeDevices" : 7,
-    "aneBondedCompileMode" : 0,
-    "enableMemrefBufferization" : true
-  },
-  "inputShapesCount" : 24,
-  "inputShapes" : [
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-    268435472,
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-    1,
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-    1,
-    192
-  ],
-  "callablesHash" : 0
 }</string>
 						<string>{
   "entryFunctionName" : "attend0c512_8TTxVuCzzycpKAopMwnz3g",
@@ -2162,75 +1802,6 @@
     128
   ],
   "callablesHash" : 0
-}</string>
-						<string>{
-  "entryFunctionName" : "prompt0c320_aGArBK0Rj0C9wwIJspDEBw",
-  "deviceDescriptor" : [
-    0,
-    40,
-    "h16c"
-  ],
-  "compilationDescriptor" : {
-    "enableANECValidationWorkflow" : true,
-    "reducedPrecisionFastMath" : 0,
-    "entryFunctionName" : "",
-    "enableCompileResourcesForPackage" : true,
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-    "shapeShifterCacheThreads" : 1,
-    "disableShapeFolding" : false,
-    "optimizationProfile" : 0,
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-    "includeDebugInfo" : false,
-    "addUniqueIdToMLIRLocations" : true,
-    "maximumNumberOfParallelEncodingRegions" : 1,
-    "aneCompilerSpatialSplitting" : 3,
-    "compilerOptions" : 1691023,
-    "preferredDevice" : 2,
-    "enableMLIRDiagnostics" : false,
-    "enableShapeEquivalence" : false,
-    "enableShapeShifter" : true,
-    "enableShapeShifterCache" : false,
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-    "printANEPlacementAnalysis" : false,
-    "inputShapeRanges" : null,
-    "enableANELateLatch" : false,
-    "minimumNumberOfOpsInParallelRegion" : 100,
-    "enableANECHWRankPromotion" : true,
-    "enableParallelEncode" : true,
-    "allowedComputeDevices" : 7,
-    "aneBondedCompileMode" : 0,
-    "enableMemrefBufferization" : true
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-  "inputShapes" : [
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-  ],
-  "callablesHash" : 0
 }</string>
 						<string>{
   "entryFunctionName" : "scan0_STp_wm_LzmT1Uunpx--22w",
@@ -2381,75 +1952,6 @@
     128
   ],
   "callablesHash" : 0
-}</string>
-						<string>{
-  "entryFunctionName" : "prompt0c256_CQDt9ea0O5J23ql9vLeqEw",
-  "deviceDescriptor" : [
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-    "h16c"
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-    "aneCompilerSpatialSplitting" : 3,
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-    "preferredDevice" : 2,
-    "enableMLIRDiagnostics" : false,
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-    "shapeShifterTILevel" : 0,
-    "verifyTypeInference" : false,
-    "printANEPlacementAnalysis" : false,
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-  "callablesHash" : 0
 }</string>
 						<string>{
   "entryFunctionName" : "attend0c256_owlLJstkYISQt1ijm_qMsw",
@@ -2633,9 +2135,6 @@
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   "{\n  \"entryFunctionName\" : \"attend1c512_hLZmvdVrOIIRRdyvxjVH7g\",\n  \"deviceDescriptor\" : [\n    0,\n    40,\n    \"h16c\"\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\" : 36,\n  \"inputShapes\" : [\n    268435472,\n    4,\n    1,\n    4,\n    512,\n    256,\n    268435472,\n    4,\n    1,\n    4,\n    512,\n    256,\n    268435472,\n    4,\n    1,\n    16,\n    128,\n    256,\n    268435472,\n    4,\n    1,\n    1,\n    1,\n    512,\n    268435472,\n    4,\n    1,\n    16,\n    128,\n    256,\n    268435472,\n    4,\n    1,\n    2560,\n    1,\n    128\n  ],\n  \"callablesHash\" : 0\n}",
   "{\n  \"entryFunctionName\" : \"attend1c8192_KaX6YqeoLTHdpeaS0Bq27A\",\n  \"deviceDescriptor\" : [\n    0,\n    40,\n    \"h16c\"\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\" : 36,\n  \"inputShapes\" : [\n    268435472,\n    4,\n    1,\n    4,\n    8192,\n    256,\n    268435472,\n    4,\n    1,\n    4,\n    8192,\n    256,\n    268435472,\n    4,\n    1,\n    1,\n    1,\n    8192,\n    268435472,\n    4,\n    1,\n    16,\n    128,\n    256,\n    268435472,\n    4,\n    1,\n    16,\n    128,\n    256,\n    268435472,\n    4,\n    1,\n    2560,\n    1,\n    128\n  ],\n  \"callablesHash\" : 0\n}",
   "{\n  \"entryFunctionName\" : \"prompt1c128_eq1JRn1Oxyuws1PE7ZduCA\",\n  \"deviceDescriptor\" : [\n    0,\n    40,\n    \"h16c\"\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\" : 24,\n  \"inputShapes\" : [\n    268435472,\n    4,\n    1,\n    2560,\n    1,\n    128,\n    268435472,\n    4,\n    1,\n    1,\n    32,\n    128,\n    268435472,\n    4,\n    1,\n    1,\n    32,\n    128,\n    268435472,\n    4,\n    1,\n    1,\n    1,\n    128\n  ],\n  \"callablesHash\" : 0\n}",
-  "{\n  \"entryFunctionName\" : \"prompt1c192_inQBqpSgR-Gh6BpCtcya1g\",\n  \"deviceDescriptor\" : [\n    0,\n    40,\n    \"h16c\"\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\" : 24,\n  \"inputShapes\" : [\n    268435472,\n    4,\n    1,\n    2560,\n    1,\n    192,\n    268435472,\n    4,\n    1,\n    1,\n    32,\n    192,\n    268435472,\n    4,\n    1,\n    1,\n    32,\n    192,\n    268435472,\n    4,\n    1,\n    1,\n    1,\n    192\n  ],\n  \"callablesHash\" : 0\n}",
-  "{\n  \"entryFunctionName\" : \"prompt1c256_5JdLCDBepNUwKOpUSLHdsg\",\n  \"deviceDescriptor\" : [\n    0,\n    40,\n    \"h16c\"\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\" : 24,\n  \"inputShapes\" : [\n    268435472,\n    4,\n    1,\n    2560,\n    1,\n    256,\n    268435472,\n    4,\n    1,\n    1,\n    32,\n    256,\n    268435472,\n    4,\n    1,\n    1,\n    32,\n    256,\n    268435472,\n    4,\n    1,\n    1,\n    1,\n    256\n  ],\n  \"callablesHash\" : 0\n}",
-  "{\n  \"entryFunctionName\" : \"prompt1c320_07MTOz16IIlF9D2u7-dlsQ\",\n  \"deviceDescriptor\" : [\n    0,\n    40,\n    \"h16c\"\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\" : 24,\n  \"inputShapes\" : [\n    268435472,\n    4,\n    1,\n    2560,\n    1,\n    320,\n    268435472,\n    4,\n    1,\n    1,\n    32,\n    320,\n    268435472,\n    4,\n    1,\n    1,\n    32,\n    320,\n    268435472,\n    4,\n    1,\n    1,\n    1,\n    320\n  ],\n  \"callablesHash\" : 0\n}",
   "{\n  \"entryFunctionName\" : \"scan1_ju0ANHizoceDN7IXcb3g8Q\",\n  \"deviceDescriptor\" : [\n    0,\n    40,\n    \"h16c\"\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\" : 24,\n  \"inputShapes\" : [\n    268435472,\n    4,\n    1,\n    12864,\n    1,\n    128,\n    268435472,\n    4,\n    1,\n    2560,\n    1,\n    128,\n    268435472,\n    4,\n    1,\n    1,\n    32,\n    128,\n    268435472,\n    4,\n    1,\n    1,\n    32,\n    128\n  ],\n  \"callablesHash\" : 0\n}"
 ]</key>
 				<dict>
@@ -330,89 +327,11 @@
 							<string>mps.fullyPlacedOnANE</string>
 							<string>mps.noGPUActivity</string>
 						</array>
-						<key>prompt1c192_inQBqpSgR-Gh6BpCtcya1g_10</key>
+						<key>scan1_ju0ANHizoceDN7IXcb3g8Q_10</key>
 						<array>
 							<dict>
 								<key>mps.ane.calleeName</key>
-								<string>prompt1c192_inQBqpSgR-Gh6BpCtcya1g_10_ANE_region_0_0</string>
-							</dict>
-							<dict>
-								<key>mps.ane.regionCallArgToEntrypointArgIndex</key>
-								<array>
-									<integer>0</integer>
-									<integer>1</integer>
-									<integer>2</integer>
-									<integer>3</integer>
-								</array>
-							</dict>
-							<dict>
-								<key>mps.ane.regionCallResultToEntrypointReturnIndex</key>
-								<array>
-									<integer>0</integer>
-								</array>
-							</dict>
-							<string>mps.aneAlignedIO</string>
-							<string>mps.disablePreAllocate</string>
-							<string>mps.fullyPlacedOnANE</string>
-							<string>mps.noGPUActivity</string>
-						</array>
-						<key>prompt1c256_5JdLCDBepNUwKOpUSLHdsg_11</key>
-						<array>
-							<dict>
-								<key>mps.ane.calleeName</key>
-								<string>prompt1c256_5JdLCDBepNUwKOpUSLHdsg_11_ANE_region_0_0</string>
-							</dict>
-							<dict>
-								<key>mps.ane.regionCallArgToEntrypointArgIndex</key>
-								<array>
-									<integer>0</integer>
-									<integer>1</integer>
-									<integer>2</integer>
-									<integer>3</integer>
-								</array>
-							</dict>
-							<dict>
-								<key>mps.ane.regionCallResultToEntrypointReturnIndex</key>
-								<array>
-									<integer>0</integer>
-								</array>
-							</dict>
-							<string>mps.aneAlignedIO</string>
-							<string>mps.disablePreAllocate</string>
-							<string>mps.fullyPlacedOnANE</string>
-							<string>mps.noGPUActivity</string>
-						</array>
-						<key>prompt1c320_07MTOz16IIlF9D2u7-dlsQ_12</key>
-						<array>
-							<dict>
-								<key>mps.ane.calleeName</key>
-								<string>prompt1c320_07MTOz16IIlF9D2u7-dlsQ_12_ANE_region_0_0</string>
-							</dict>
-							<dict>
-								<key>mps.ane.regionCallArgToEntrypointArgIndex</key>
-								<array>
-									<integer>0</integer>
-									<integer>1</integer>
-									<integer>2</integer>
-									<integer>3</integer>
-								</array>
-							</dict>
-							<dict>
-								<key>mps.ane.regionCallResultToEntrypointReturnIndex</key>
-								<array>
-									<integer>0</integer>
-								</array>
-							</dict>
-							<string>mps.aneAlignedIO</string>
-							<string>mps.disablePreAllocate</string>
-							<string>mps.fullyPlacedOnANE</string>
-							<string>mps.noGPUActivity</string>
-						</array>
-						<key>scan1_ju0ANHizoceDN7IXcb3g8Q_13</key>
-						<array>
-							<dict>
-								<key>mps.ane.calleeName</key>
-								<string>scan1_ju0ANHizoceDN7IXcb3g8Q_13_ANE_region_0_0</string>
+								<string>scan1_ju0ANHizoceDN7IXcb3g8Q_10_ANE_region_0_0</string>
 							</dict>
 							<dict>
 								<key>mps.ane.regionCallArgToEntrypointArgIndex</key>
@@ -1253,216 +1172,6 @@
 }</key>
 						<string>prompt1c128_eq1JRn1Oxyuws1PE7ZduCA_9</string>
 						<key>{
-  "entryFunctionName" : "prompt1c192_inQBqpSgR-Gh6BpCtcya1g",
-  "deviceDescriptor" : [
-    0,
-    40,
-    "h16c"
-  ],
-  "compilationDescriptor" : {
-    "enableANECValidationWorkflow" : true,
-    "reducedPrecisionFastMath" : 0,
-    "entryFunctionName" : "",
-    "enableCompileResourcesForPackage" : true,
-    "useANELLIR" : true,
-    "shapeShifterCacheThreads" : 1,
-    "disableShapeFolding" : false,
-    "optimizationProfile" : 0,
-    "enableANEFWToFWSignal" : false,
-    "optimizationLevel" : 1,
-    "includeDebugInfo" : false,
-    "addUniqueIdToMLIRLocations" : true,
-    "maximumNumberOfParallelEncodingRegions" : 1,
-    "aneCompilerSpatialSplitting" : 3,
-    "compilerOptions" : 1691023,
-    "preferredDevice" : 2,
-    "enableMLIRDiagnostics" : false,
-    "enableShapeEquivalence" : false,
-    "enableShapeShifter" : true,
-    "enableShapeShifterCache" : false,
-    "shapeShifterTILevel" : 0,
-    "verifyTypeInference" : false,
-    "printANEPlacementAnalysis" : false,
-    "inputShapeRanges" : null,
-    "enableANELateLatch" : false,
-    "minimumNumberOfOpsInParallelRegion" : 100,
-    "enableANECHWRankPromotion" : true,
-    "enableParallelEncode" : true,
-    "allowedComputeDevices" : 7,
-    "aneBondedCompileMode" : 0,
-    "enableMemrefBufferization" : true
-  },
-  "inputShapesCount" : 24,
-  "inputShapes" : [
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-    32,
-    192,
-    268435472,
-    4,
-    1,
-    1,
-    1,
-    192
-  ],
-  "callablesHash" : 0
-}</key>
-						<string>prompt1c192_inQBqpSgR-Gh6BpCtcya1g_10</string>
-						<key>{
-  "entryFunctionName" : "prompt1c256_5JdLCDBepNUwKOpUSLHdsg",
-  "deviceDescriptor" : [
-    0,
-    40,
-    "h16c"
-  ],
-  "compilationDescriptor" : {
-    "enableANECValidationWorkflow" : true,
-    "reducedPrecisionFastMath" : 0,
-    "entryFunctionName" : "",
-    "enableCompileResourcesForPackage" : true,
-    "useANELLIR" : true,
-    "shapeShifterCacheThreads" : 1,
-    "disableShapeFolding" : false,
-    "optimizationProfile" : 0,
-    "enableANEFWToFWSignal" : false,
-    "optimizationLevel" : 1,
-    "includeDebugInfo" : false,
-    "addUniqueIdToMLIRLocations" : true,
-    "maximumNumberOfParallelEncodingRegions" : 1,
-    "aneCompilerSpatialSplitting" : 3,
-    "compilerOptions" : 1691023,
-    "preferredDevice" : 2,
-    "enableMLIRDiagnostics" : false,
-    "enableShapeEquivalence" : false,
-    "enableShapeShifter" : true,
-    "enableShapeShifterCache" : false,
-    "shapeShifterTILevel" : 0,
-    "verifyTypeInference" : false,
-    "printANEPlacementAnalysis" : false,
-    "inputShapeRanges" : null,
-    "enableANELateLatch" : false,
-    "minimumNumberOfOpsInParallelRegion" : 100,
-    "enableANECHWRankPromotion" : true,
-    "enableParallelEncode" : true,
-    "allowedComputeDevices" : 7,
-    "aneBondedCompileMode" : 0,
-    "enableMemrefBufferization" : true
-  },
-  "inputShapesCount" : 24,
-  "inputShapes" : [
-    268435472,
-    4,
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-    1,
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-    32,
-    256,
-    268435472,
-    4,
-    1,
-    1,
-    1,
-    256
-  ],
-  "callablesHash" : 0
-}</key>
-						<string>prompt1c256_5JdLCDBepNUwKOpUSLHdsg_11</string>
-						<key>{
-  "entryFunctionName" : "prompt1c320_07MTOz16IIlF9D2u7-dlsQ",
-  "deviceDescriptor" : [
-    0,
-    40,
-    "h16c"
-  ],
-  "compilationDescriptor" : {
-    "enableANECValidationWorkflow" : true,
-    "reducedPrecisionFastMath" : 0,
-    "entryFunctionName" : "",
-    "enableCompileResourcesForPackage" : true,
-    "useANELLIR" : true,
-    "shapeShifterCacheThreads" : 1,
-    "disableShapeFolding" : false,
-    "optimizationProfile" : 0,
-    "enableANEFWToFWSignal" : false,
-    "optimizationLevel" : 1,
-    "includeDebugInfo" : false,
-    "addUniqueIdToMLIRLocations" : true,
-    "maximumNumberOfParallelEncodingRegions" : 1,
-    "aneCompilerSpatialSplitting" : 3,
-    "compilerOptions" : 1691023,
-    "preferredDevice" : 2,
-    "enableMLIRDiagnostics" : false,
-    "enableShapeEquivalence" : false,
-    "enableShapeShifter" : true,
-    "enableShapeShifterCache" : false,
-    "shapeShifterTILevel" : 0,
-    "verifyTypeInference" : false,
-    "printANEPlacementAnalysis" : false,
-    "inputShapeRanges" : null,
-    "enableANELateLatch" : false,
-    "minimumNumberOfOpsInParallelRegion" : 100,
-    "enableANECHWRankPromotion" : true,
-    "enableParallelEncode" : true,
-    "allowedComputeDevices" : 7,
-    "aneBondedCompileMode" : 0,
-    "enableMemrefBufferization" : true
-  },
-  "inputShapesCount" : 24,
-  "inputShapes" : [
-    268435472,
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-    32,
-    320,
-    268435472,
-    4,
-    1,
-    1,
-    1,
-    320
-  ],
-  "callablesHash" : 0
-}</key>
-						<string>prompt1c320_07MTOz16IIlF9D2u7-dlsQ_12</string>
-						<key>{
   "entryFunctionName" : "scan1_ju0ANHizoceDN7IXcb3g8Q",
   "deviceDescriptor" : [
     0,
@@ -1531,7 +1240,7 @@
   ],
   "callablesHash" : 0
 }</key>
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