F32 - Code Search

tensorflow/compiler/mlir/tensorflow/tests/tf_saved_model_deduplicate_bound_input_bindings.mlir

    // CHECK: "tf.ReadVariableOp"(%arg2) : (tensor<!tf_type.resource<tensor<f32>>>) -> tensor<f32>
    // CHECK: "tf.ReadVariableOp"(%arg0) : (tensor<!tf_type.resource<tensor<f32>>>) -> tensor<f32>
    %val0 = "tf.ReadVariableOp"(%arg0) : (tensor<!tf_type.resource<tensor<f32>>>) -> tensor<f32>
    %val1 = "tf.ReadVariableOp"(%arg1) : (tensor<!tf_type.resource<tensor<f32>>>) -> tensor<f32>

Registered: Sun Jun 16 05:45:23 UTC 2024

- Last Modified: Mon Mar 28 12:06:33 UTC 2022

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github.com/tensorflow/tensorflow

tensorflow/compiler/mlir/quantization/stablehlo/tests/passes/insert_calibration_statistics_saver_with_skipping.mlir

// CHECK: %[[CUSTOM_AGGREGATOR_1:.*]], %[[MIN_1:.*]], %[[MAX_1:.*]], %[[HISTOGRAM_1:.*]] = "tf.CustomAggregator"

Registered: Sun Jun 16 05:45:23 UTC 2024

- Last Modified: Tue May 14 06:31:57 UTC 2024

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github.com/tensorflow/tensorflow

tensorflow/compiler/mlir/lite/quantization/tensorflow/tests/tf_to_quant_4bit.mlir

  %min = arith.constant dense<0.0> : tensor<f32>
  %max = arith.constant dense<15.0> : tensor<f32>
  %mini = "tf.Identity"(%min) : (tensor<f32>) -> tensor<f32>
  %maxi = "tf.Identity"(%max) : (tensor<f32>) -> tensor<f32>
  %rst = "tf.FakeQuantWithMinMaxVars"(%in, %mini, %maxi) {num_bits = 3, narrow_range = false} : (tensor<8xf32>, tensor<f32>, tensor<f32>) -> tensor<8xf32>
  func.return %rst : tensor<8xf32>

Registered: Sun Jun 16 05:45:23 UTC 2024

- Last Modified: Mon Oct 30 06:52:55 UTC 2023

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github.com/tensorflow/tensorflow

tensorflow/compiler/mlir/tensorflow/tests/tf_saved_model_optimize_global_tensors.mlir

  func.func @f(%arg0: tensor<!tf_type.resource<tensor<f32>>> {tf_saved_model.bound_input = @v})
  attributes {tf_saved_model.exported_names = ["f"]} {
    %c0 = "tf.Const"() { value = dense<1.0> : tensor<f32> } : () -> tensor<f32>
    "tf.AssignVariableOp"(%arg0, %c0) : (tensor<!tf_type.resource<tensor<f32>>>, tensor<f32>) -> ()
    func.return
  }

}

Registered: Sun Jun 16 05:45:23 UTC 2024

- Last Modified: Tue Oct 31 08:49:35 UTC 2023

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github.com/tensorflow/tensorflow

tensorflow/compiler/mlir/lite/stablehlo/tests/legalize-stablehlo-vhlo.mlir

  %0 = stablehlo.add %arg0, %arg0 : tensor<f32>
  return %0 :  tensor<f32>
}

// -----

// CHECK-LABEL: mixed_shlo_tfl_shlo
func.func @mixed_shlo_tfl_shlo(%arg0 : tensor<f32>) -> (tensor<f32>) {
  // CHECK: %0 = "vhlo.abs_v1"(%arg0) : (tensor<f32>) -> tensor<f32>
  // CHECK-NEXT: %1 = tfl.add %0, %arg0 {fused_activation_function = "NONE"} : tensor<f32>
  // CHECK-NEXT: %2 = "vhlo.abs_v1"(%1) : (tensor<f32>) -> tensor<f32>

Registered: Sun Jun 16 05:45:23 UTC 2024

- Last Modified: Thu Mar 07 22:39:35 UTC 2024

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github.com/tensorflow/tensorflow

tensorflow/compiler/mlir/tensorflow/tests/decompose_optionals.mlir

      f = @identity} : (tensor<!tf_type.variant<tensor<f32>>>) -> tensor<!tf_type.variant<tensor<f32>>>
  %2 = "tf.OptionalGetValue"(%1) : (tensor<!tf_type.variant<tensor<f32>>>) -> tensor<f32>
  %3 = "tf.OptionalNone"() : () -> tensor<!tf_type.variant<tensor<f32>>>
  return %2, %3 : tensor<f32>, tensor<!tf_type.variant<tensor<f32>>>
}

func.func private @identity(%arg0: tensor<!tf_type.variant<tensor<f32>>>) -> tensor<!tf_type.variant<tensor<f32>>> {

Registered: Sun Jun 16 05:45:23 UTC 2024

- Last Modified: Wed Jun 12 21:18:05 UTC 2024

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github.com/tensorflow/tensorflow

tensorflow/compiler/mlir/quantization/tensorflow/tests/convert_custom_aggregation_op_to_quant_stats.mlir

  %0:4 = "tf.CustomAggregator"(%arg0) {min = -0.1 : f32, max = 0.2 : f32, id = "0", calibration_method = 1 : i32, num_bins = 0 : i32, max_percentile = 0.000000e+00 : f32, min_percentile = 0.000000e+00 : f32} : (tensor<8x8x8x8xf32>) -> (tensor<8x8x8x8xf32>, tensor<f32>, tensor<f32>, tensor<*xi64>)

Registered: Sun Jun 16 05:45:23 UTC 2024

- Last Modified: Wed May 01 06:25:50 UTC 2024

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github.com/tensorflow/tensorflow

tensorflow/compiler/mlir/quantization/tensorflow/tests/fake_quant_e2e_flow.mlir

// CHECK-DAG: %[[CST_2:.*]] = "tf.Const"() <{value = dense<1.38408304E-5> : tensor<f32>}> : () -> tensor<f32>
// CHECK-DAG: %[[CST_3:.*]] = "tf.Const"() <{value = dense<0> : tensor<i32>}> : () -> tensor<i32>
// CHECK-DAG: %[[CST_4:.*]] = "tf.Const"() <{value = dense<0.0027450982> : tensor<f32>}> : () -> tensor<f32>

Registered: Sun Jun 16 05:45:23 UTC 2024

- Last Modified: Mon Oct 30 06:52:55 UTC 2023

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github.com/tensorflow/tensorflow

tensorflow/compiler/mlir/tensorflow/tests/compile_mlir_util/stablehlo_add.mlir

  func.func @main(%arg0: tensor<f32>, %arg1: tensor<f32>) -> tensor<f32> {
    %0 = "stablehlo.add"(%arg0, %arg1) : (tensor<f32>, tensor<f32>) -> tensor<f32>
    func.return %0 : tensor<f32>
  }
}

// CHECK-LABEL: HloModule main
// CHECK:       ENTRY %main.{{[0-9]+}} ([[ARG0:.*]]: f32[], [[ARG1:.*]]: f32[]) -> (f32[]) {
// CHECK-NEXT:    %[[ARG0]] = f32[] parameter(0)
// CHECK-NEXT:    %[[ARG1]] = f32[] parameter(1)

Registered: Sun Jun 16 05:45:23 UTC 2024

- Last Modified: Thu Nov 17 02:51:12 UTC 2022

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github.com/tensorflow/tensorflow

tensorflow/compiler/mlir/lite/tests/mlir2flatbuffer/mul_v2.mlir

  %0 = "tfl.pseudo_qconst"() { qtype = tensor<3x!quant.uniform<i8:f32, 0.1>>, value = dense<2> : tensor<3xi8>} : () -> tensor<3x!quant.uniform<i8:f32, 0.1>>
  %1 = "tfl.mul"(%arg0, %0) {fused_activation_function = "NONE"} : (tensor<3x!quant.uniform<i8:f32, 0.1>>, tensor<3x!quant.uniform<i8:f32, 0.1>>) -> tensor<3x!quant.uniform<i8:f32, 0.1>> loc("mul")
  func.return %1 : tensor<3x!quant.uniform<i8:f32, 0.1>>

Registered: Sun Jun 16 05:45:23 UTC 2024

- Last Modified: Thu Jul 14 16:41:28 UTC 2022

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