Sync model repo (text/metadata)

np_recipe/calibration.json

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+{
+  "datasets": [
+    {
+      "ref_id": "595edc1f-9919-4027-b23d-1436459990fa",
+      "dataset_name": "imagenet1k_calib_seed42_n1000",
+      "split": "CALIBRATION",
+      "num_samples": 1000,
+      "original_dataset_alias": "imagenet1k"
+    }
+  ]
+}

np_recipe/evaluation.json

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+{
+  "datasets": [
+    {
+      "ref_id": "384e7ec8-2e03-4f88-9c7f-f7a248ae8403",
+      "dataset_name": "imagenet1k_eval_seed42_n5000",
+      "split": "EVALUATION",
+      "num_samples": 5000,
+      "original_dataset_alias": "imagenet1k"
+    }
+  ]
+}

np_recipe/project.json

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+{
+  "project_id": "5a6d8971-9ba1-448b-af43-f0a7ba744cc1",
+  "name": "np_hpo_ee33516094",
+  "target": {
+    "device": "raspberry_pi_5_16gb",
+    "runtime": "executorch",
+    "backend": "xnnpack"
+  },
+  "gpu_device": "cuda:2",
+  "base_model": {
+    "model_id": "4d16fab8-a5e9-43a9-a3da-3d92117454b3",
+    "alias": "efficientvit_pt2_pytorch_static_fp32",
+    "modality": "CV",
+    "task": "CLASSIFICATION"
+  },
+  "calibration": {
+    "dataset_id": "595edc1f-9919-4027-b23d-1436459990fa",
+    "dataset_name": "imagenet1k_calib_seed42_n1000"
+  },
+  "evaluation": {
+    "dataset_id": "384e7ec8-2e03-4f88-9c7f-f7a248ae8403",
+    "dataset_name": "imagenet1k_eval_seed42_n5000"
+  }
+}

np_recipe/run.detail.yaml

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+detail:
+  batch_size: 1
+  gpu_device: cuda:2
+  graph_optimize[0]:
+    pattern_handlers:
+    - PatternHandlerAdjustAdd
+    - PatternHandlerAdjustNonContiguousConstantMathInput
+    - PatternHandlerCanonicalizeConvolutionDefault
+    - PatternHandlerCombineAddRelu
+    - PatternHandlerCombineConvBN
+    - PatternHandlerCombineConvBNRelu
+    - PatternHandlerCombineConvRelu
+    - PatternHandlerCombineConvTransposeBN
+    - PatternHandlerCombineConvTransposeBNRelu
+    - PatternHandlerCombineConvTransposeRelu
+    - PatternHandlerCombineLinearRelu
+    - PatternHandlerCombineMulRelu
+    - PatternHandlerCommuteBNBeforeJoinOp
+    - PatternHandlerCommuteBNBeforeLinearOp
+    - PatternHandlerComposeErfFormulaIntoGelu
+    - PatternHandlerComposeTanhFormulaIntoGelu
+    - PatternHandlerDecomposeMaxDimKeepdimFalse
+    - PatternHandlerDecomposePReluToReluMath
+    - PatternHandlerFuseAffineInputToLinear
+    - PatternHandlerFuseBNToConv
+    - PatternHandlerFuseConsecutiveBatchNorm
+    - PatternHandlerFuseConsecutiveCast
+    - PatternHandlerFuseConsecutiveConcat
+    - PatternHandlerFuseConsecutiveIdempotent
+    - PatternHandlerFuseConsecutiveLogSoftmax
+    - PatternHandlerFuseConsecutiveReshapeTranspose
+    - PatternHandlerFuseConsecutiveSlice
+    - PatternHandlerFuseConsecutiveUnsqueeze
+    - PatternHandlerFuseConstantPath
+    - PatternHandlerFuseInputScaleToConv
+    - PatternHandlerFuseMathToConv
+    - PatternHandlerFuseMathToLinear
+    - PatternHandlerFusePadToConv
+    - PatternHandlerFusePadToPool
+    - PatternHandlerFuseReluPostfixToClamp
+    - PatternHandlerFuseReluPrefixToClamp
+    - PatternHandlerFuseMultiBranchReshapeTranspose
+    - PatternHandlerFuseQKV
+    - PatternHandlerFuseSplitConvConcat
+    - PatternHandlerFuseUnsqueezeToReduce
+    - PatternHandlerNormalizeSpatialMeanKeepdimFalse
+    - PatternHandlerRemoveGraphAssertsPass
+    - PatternHandlerRemoveBatchNormTracking
+    - PatternHandlerRemoveCommonSubexpression
+    - PatternHandlerRemoveDeadend
+    - PatternHandlerRemoveDisabledAutocastWrapper
+    - PatternHandlerRemoveDropout
+    - PatternHandlerRemoveMonotoneBeforeRanking
+    - PatternHandlerRemoveNoOpCast
+    - PatternHandlerRemoveNoOpConcat
+    - PatternHandlerRemoveNoOpExpand
+    - PatternHandlerRemoveNoOpFlatten
+    - PatternHandlerRemoveNoOpMath
+    - PatternHandlerRemoveNoOpPad
+    - PatternHandlerRemoveNoOpReshape
+    - PatternHandlerRemoveNoOpSlice
+    - PatternHandlerRemoveNoOpSplit
+    - PatternHandlerRemoveNoOpSqueeze
+    - PatternHandlerRemoveNoOpTranspose
+    - PatternHandlerRemovePositive
+    - PatternHandlerReplaceBatchNormWithConv
+    - PatternHandlerReplaceBitwiseRightShiftWithDiv
+    - PatternHandlerReplaceEinsumWithMatmul
+    - PatternHandlerReplaceGatherWithConv
+    - PatternHandlerReplaceGatherWithSliceReshape
+    - PatternHandlerReplaceInplaceAdd
+    - PatternHandlerReplaceInplaceHardswish
+    - PatternHandlerReplaceInplaceIndexPut
+    - PatternHandlerReplaceInplaceLeakyRelu
+    - PatternHandlerReplaceInplaceMul
+    - PatternHandlerReplaceInplaceRelu
+    - PatternHandlerReplaceInplaceSilu
+    - PatternHandlerReplaceMatmul2dWithLinear
+    - PatternHandlerReplaceMatmul3dWithLinear
+    - PatternHandlerReplaceMatmulWithLinear
+  graph_quantize[0]:
+    weight:
+      granularity: CHANNEL
+      calibration_method: MINMAX
+    activation:
+      granularity: TENSOR
+      calibration_method: MINMAX
+    calibration:
+      num_samples: 128
+  profile[0]:
+    num_executions: 10
+    timeout: 1800
+  evaluate[0]:
+    metrics:
+      ACCURACY: {}

np_recipe/run.yaml

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+version: '1.0'
+steps:
+- graph_optimize: null
+- graph_quantize:
+  - scheme: W8-A8_dynamic
+    automatic_mixed_precision: null
+profile:
+- OUTPUT_MODEL
+evaluate:
+- model: OUTPUT_MODEL
+  metric:
+  - ACCURACY