uniform_dequantize - Code Search

tensorflow/compiler/mlir/quantization/stablehlo/tests/passes/merge-fusion-with-dequantize.mlir

    %3 = stablehlo.uniform_dequantize %2 : (tensor<1x3x!quant.uniform<i8:f32, 1.000000e-03:-3>>) -> tensor<1x3xf32>
    return %3 : tensor<1x3xf32>
  }

  // CHECK-LABEL: func.func private @quantized_dot_general_relu_fn
  func.func private @quantized_dot_general_relu_fn(

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

- Last Modified: Thu Apr 04 23:45:53 UTC 2024

- 14K bytes

- Viewed (0)

github.com/tensorflow/tensorflow

tensorflow/compiler/mlir/lite/stablehlo/tests/compose-uniform-quantized-type.mlir

    %20 = call @uniform_dequantize_0(%19, %5, %6) : (tensor<1x3x3x4xi8>, tensor<1x1x1x1xf32>, tensor<1x1x1x1xi8>) -> tensor<1x3x3x4xf32>
    return %20 : tensor<1x3x3x4xf32>
  }
// CHECK-NOT: stablehlo.uniform_quantize
// CHECK-NOT: stablehlo.uniform_dequantize

  // The following uniform_quantize & uniform_dequantize functions do NOT have

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

- Last Modified: Tue May 14 17:10:32 UTC 2024

- 37K bytes

- Viewed (0)

github.com/tensorflow/tensorflow

tensorflow/compiler/mlir/tf2xla/tests/legalize-tf-quant.mlir

  // %[[RESULT0:.*]] = mhlo.uniform_dequantize %[[WHILE_RESULT]]#0
  %3 = "tf.UniformDequantize"(%2#0, %scales, %zps2) {quantization_axis = -1 : i64, quantization_min_val = -128 : i64, quantization_max_val = 127 : i64} : (tensor<2x?x!tf_type.qint8>, tensor<f32>, tensor<i32>) -> tensor<2x?xf32>

  // %[[RESULT1:.*]] = mhlo.uniform_dequantize %[[WHILE_RESULT]]#0

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

- Last Modified: Thu May 09 01:25:29 UTC 2024

- 37.3K bytes

- Viewed (0)

github.com/tensorflow/tensorflow

tensorflow/compiler/mlir/quantization/stablehlo/cc/report_test.cc

      %1 = stablehlo.uniform_quantize %arg0 : (tensor<1x2xf32>) -> tensor<1x2x!quant.uniform<i8:f32, 4.000000e+0>>
      %2 = call @quantized_dot_general_fn(%1, %0) : (tensor<1x2x!quant.uniform<i8:f32, 4.000000e+0>>, tensor<2x3x!quant.uniform<i8<-127:127>:f32:1, {1.000000e+0,2.000000e+0,3.000000e+0}>>) -> tensor<1x3x!quant.uniform<i8:f32, 5.000000e+0>>

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

- Last Modified: Thu Apr 25 10:10:34 UTC 2024

- 18.5K bytes

- Viewed (0)

github.com/tensorflow/tensorflow

tensorflow/compiler/mlir/quantization/stablehlo/tests/bridge/convert-tf-quant-types.mlir

  } : (tensor<1xf32>, tensor<f32>, tensor<i32>) -> tensor<1x!tf_type.qint8>

  // CHECK: return
  func.return
}

// -----

// CHECK-LABEL: func @uniform_dequantize
func.func @uniform_dequantize(%arg0: tensor<1x!tf_type.qint8>) -> tensor<1xf32>
{
  %scales = "tf.Const"() { value = dense<1.0> : tensor<f32> } : () -> tensor<f32>

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

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

- 25.9K bytes

- Viewed (0)

github.com/tensorflow/tensorflow

tensorflow/compiler/mlir/quantization/stablehlo/passes/bridge/convert_tf_quant_to_mhlo_int_test.cc

    quantization_axis = -1 : i64,
    quantization_min_val = -128 : i64,
    quantization_max_val = 127 : i64
  } : (tensor<10xf32>, tensor<f32>, tensor<i32>) -> tensor<10x!tf_type.qint8>
  %1 = "tf.UniformDequantize"(%0, %scale, %zp) {
    quantization_axis = -1 : i64,
    quantization_min_val = -128 : i64,
    quantization_max_val = 127 : i64
  } : (tensor<10x!tf_type.qint8>, tensor<f32>, tensor<i32>) -> tensor<10xf32>

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

- Last Modified: Wed Apr 03 01:03:21 UTC 2024

- 35.8K bytes

- Viewed (0)

github.com/tensorflow/tensorflow

tensorflow/compiler/mlir/quantization/tensorflow/utils/tf_to_uniform_attribute_utils_test.cc

      %3 = "tf.Const"() {value = dense<1.0> : tensor<f32>} : () -> tensor<f32>
      %4 = "tf.Const"() {value = dense<0> : tensor<i32>} : () -> tensor<i32>

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

- Last Modified: Mon Sep 11 00:47:05 UTC 2023

- 11.4K bytes

- Viewed (0)

github.com/tensorflow/tensorflow

tensorflow/compiler/mlir/quantization/stablehlo/tests/passes/quantize/quantize_same_scale.mlir

    // CHECK: %[[Q3:.*]] = stablehlo.uniform_quantize %0 : (tensor<1x3x!quant.uniform<i32:f32:1, {3.000000e-05,3.000000e-05,3.000000e-05}>>) -> tensor<1x3x!quant.uniform<i8:f32, 0.13170163023705575:-1>>
    // CHECK: return %[[Q3]]

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

- Last Modified: Tue May 14 17:10:32 UTC 2024

- 35.4K bytes

- Viewed (0)

github.com/tensorflow/tensorflow

tensorflow/compiler/mlir/quantization/stablehlo/tests/passes/quantize/quantize_op_with_region.mlir

    // CHECK: %[[DOT:.*]] = stablehlo.dot_general
    // CHECK: %[[RQ:.*]] = stablehlo.uniform_quantize %[[DOT]]
    // CHECK: return %[[RQ]]

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

- Last Modified: Thu Apr 18 20:32:46 UTC 2024

- 18.9K bytes

- Viewed (0)

github.com/tensorflow/tensorflow

tensorflow/compiler/mlir/quantization/common/uniform_quantized_types_test.cc

TEST_F(IsOpFullyQuantizedTest, FalseIfOpPartiallyQuantized) {
  constexpr absl::string_view kQuantizeOp = R"mlir(
    func.func @quantize(%arg0: tensor<2xf32>) -> tensor<2x!quant.uniform<i8:f32, 1.000000e+00:0>> {
      %0 = stablehlo.uniform_quantize %arg0 : (tensor<2xf32>) -> tensor<2x!quant.uniform<i8:f32, 1.000000e+00:0>>
      return %0 : tensor<2x!quant.uniform<i8:f32, 1.000000e+00:0>>
    }
  )mlir";

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

- Last Modified: Thu Apr 25 16:01:03 UTC 2024

- 28.8K bytes

- Viewed (0)

Search Options