tensor_spec.TensorSpec(
                shape=input_shape, dtype=dtypes.float32, name='input_tensor'
            )
        ),
    )
    return model

  # Prepares sample einsum input data shapes.
  # This function returns:
  # 1. Shape for input 1
  # 2. Shape for input 2
  # 3. Shape for bias
  # 4. Signature for input 1 (Could contain None dimension)

          quantize_func_count++;
        } else if (func_name.starts_with("dequantize_i")) {
          dequantize_func_count++;
        }
      } else if (auto einsum = llvm::isa<TF::EinsumOp>(op)) {
        if (IsInCompsiteFunction(op)) return;
        // Leftover Einsum ops are always non-quantized.
        auto op_name = op->getName().stripDialect();
        func_count_map[op_name].num_float++;
      }
    });

type IfaceAny struct {
	T1  T1
	Any any `xml:",any"`
	T2  T2
}

type Generic[T any] struct {
	X T
}

var (
	nameAttr     = "Sarah"
	ageAttr      = uint(12)
	contentsAttr = "lorem ipsum"
	empty        = ""
)

// Unless explicitly stated as such (or *Plain), all of the
// tests below are two-way tests. When introducing new tests,
// please try to make them two-way as well to ensure that

This is why working with archives is similar to working with files and directories.

Out of the box, Gradle supports the creation of ZIP and TAR archives and, by extension, Java's JAR, WAR, and EAR formats—Java's archive formats are all ZIPs.

#include "tensorflow/compiler/mlir/lite/utils/utils.h"
#include "tensorflow/compiler/mlir/lite/utils/validators.h"
#include "tensorflow/compiler/mlir/tensorflow/ir/tf_ops.h"
#include "tensorflow/compiler/mlir/tensorflow/transforms/einsum.h"
#include "tensorflow/compiler/mlir/tensorflow/transforms/passes.h"
#include "tensorflow/compiler/mlir/tensorflow/transforms/unroll_batch_matmul.h"
#include "tensorflow/compiler/mlir/tensorflow/utils/dynamic_shape_utils.h"

      "Dequantize",
      "Diag",
      "DynamicInfeedEnqueueTupleOp",
      "DynamicInfeedDequeueTupleOp",
      "DynamicStitch",
      "DynamicPartition",
      "Einsum",
      "EmptyTensorList",
      "EnsureShape",
      "ExtractImagePatches",
      "Igamma",
      "IgammaGradA",
      "RandomGammaGrad",
      "Igammac",
      "FFT",
      "FFT2D",

d,rebil-a-si,?f-morf,i&-morf,am&-sndnyd,detsohpw,??l&ecelffaw,uf-ytnuob:.a&hpla,teb,?,?ppmswa,ru-&elpmis,taen,?ssukoreh,xegap,?m&n-morf,pml.ppa,rofe&pyt.orp,rerac-htlaeh,?sacrasevres,uirarret-yltsaf,?n&a&cilbuper-a-si,f&-sllub-a-si,racsan-a-si,?i&cisum-a-si,ratrebil-a-si,?tarukas,?c,dc&hsums,umpw,xirtrepmi,?eerg-a-si,i&-morf,jod,?m-morf,o&ehtnaptog,isam-al-a-tse,r&italik,tap-el-tse,?s&iam-al-a-tse,replausunu,??pj,t-morf,?o&bordym,c,hce-namtsop,jodsnd,m&-morf,ed-baltlow,?n:iloxip,,t&ingocnozama.&...

d,rebil-a-si,?f-morf,i&-morf,am&-sndnyd,detsohpw,??l&ecelffaw,uf-ytnuob:.a&hpla,teb,?,?ppmswa,ru-&elpmis,taen,?ssukoreh,xegap,?m&n-morf,pml.ppa,rofe&pyt.orp,rerac-htlaeh,?sacrasevres,uirarret-yltsaf,?n&a&cilbuper-a-si,f&-sllub-a-si,racsan-a-si,?i&cisum-a-si,ratrebil-a-si,?tarukas,?c,dc&hsums,umpw,xirtrepmi,?eerg-a-si,i&-morf,jod,?m-morf,o&ehtnaptog,isam-al-a-tse,r&italik,tap-el-tse,?s&iam-al-a-tse,replausunu,??pj,t-morf,?o&bordym,c,hce-namtsop,jodsnd,m&-morf,ed-baltlow,?n:iloxip,,t&ingocnozama.&...

Gradle will verify any artifact downloaded using its dependency management engine, which includes, but is not limited to:

- artifact files (e.g jar files, zips, ...) used during a build
- metadata artifacts (POM files, Ivy descriptors, Gradle Module Metadata)
- plugins (both project and settings plugins)
- artifacts resolved using the advanced dependency resolution APIs

Apache Commons Compress has been updated from 1.21 to https://commons.apache.org/proper/commons-compress/changes-report.html#a1.25.0[1.25.0].
This change may affect the checksums of the produced jars, zips, and other archive types because the metadata of the produced artifacts may differ.

==== Upgrade to ASM 9.6

ASM was upgraded from 9.5 to https://asm.ow2.io/versions.html[9.6] for better support of multi-release jars.