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Results 1 - 10 of 512 for quant (0.06 sec)

  2. github.com/tensorflow/tensorflow

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

      // CHECK: %[[CONVERT_3:.*]] = mhlo.bitcast_convert %[[REQUANTIZE]] : (tensor<4x!quant.uniform<i8:f32, 2.000000e+00:5>>) -> tensor<4xi8>
  // CHECK: %[[CONVERT_4:.*]] = mhlo.bitcast_convert %[[CONVERT_3]] : (tensor<4xi8>) -> tensor<4x!quant.uniform<i8:f32, 2.000000e+00:5>>
    Registered: Sun Jun 16 05:45:23 UTC 2024
    - Last Modified: Thu May 09 01:25:29 UTC 2024
    - 37.3K bytes
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  3. github.com/tensorflow/tensorflow

    tensorflow/compiler/mlir/quantization/stablehlo/tests/bridge/verify-quant-legalization.mlir 

    // -----

func.func @illegal_mhlo_uniform_quantize(%arg0: tensor<?x?xf32>) -> tensor<?x?x!quant.uniform<i8:f32, 1.000000e+00:3>> {
  // expected-error@+1 {{'mhlo.uniform_quantize' op is illegal as it is a UQ op or contains uq/qint types}}
  %0 = mhlo.uniform_quantize %arg0 : (tensor<?x?xf32>) -> tensor<?x?x!quant.uniform<i8:f32, 1.000000e+00:3>>
  return %0 : tensor<?x?x!quant.uniform<i8:f32, 1.000000e+00:3>>
}

// -----
    Registered: Sun Jun 16 05:45:23 UTC 2024
    - Last Modified: Fri Aug 18 18:54:14 UTC 2023
    - 3K bytes
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  4. github.com/tensorflow/tensorflow

    tensorflow/compiler/mlir/lite/tests/prepare-tf-fake-quant.mlir 

      %1 = "tfl.quantize"(%0) {qtype = tensor<8x!quant.uniform<u8:f32, 1.000000e+00>>} : (tensor<8xf32>) -> tensor<8x!quant.uniform<u8:f32, 1.000000e+00>>
  func.return %1 : tensor<8x!quant.uniform<u8:f32, 1.000000e+00>>

// CHECK:  %0 = "tf.FakeQuantWithMinMaxVars"(%arg0, %cst, %cst_0) <{narrow_range = false, num_bits = 5 : i64}>
// CHECK:  %1 = "tfl.quantize"(%0) <{qtype = tensor<8x!quant.uniform<u8:f32, 1.000000e+00>>}>
// CHECK:  return %1
}
    Registered: Sun Jun 16 05:45:23 UTC 2024
    - Last Modified: Thu May 02 09:41:17 UTC 2024
    - 20.4K bytes
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  5. github.com/tensorflow/tensorflow

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

    // RUN: stablehlo-quant-opt %s -convert-tf-quant-types -split-input-file -verify-diagnostics | FileCheck %s

// CHECK-LABEL: func @relu_qint8
func.func @relu_qint8(%arg0: tensor<1x!tf_type.qint8>) -> tensor<1x!tf_type.qint8> {
  // CHECK: %[[X:.*]] = "tf.Relu"(%arg0) : (tensor<1xi8>) -> tensor<1xi8>
  %0 = "tf.Relu"(%arg0) : (tensor<1x!tf_type.qint8>) -> tensor<1x!tf_type.qint8>
  func.return %0: tensor<1x!tf_type.qint8>
}

// -----
    Registered: Sun Jun 16 05:45:23 UTC 2024
    - Last Modified: Mon Oct 30 06:52:55 UTC 2023
    - 25.9K bytes
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  6. github.com/tensorflow/tensorflow

    tensorflow/compiler/mlir/lite/tests/prepare-tf-fake-quant-4bit.mlir 

      %1 = "tfl.quantize"(%0) {qtype = tensor<8x!quant.uniform<u4:f32, 1.000000e+00>>} : (tensor<8xf32>) -> tensor<8x!quant.uniform<u4:f32, 1.000000e+00>>
  func.return %1 : tensor<8x!quant.uniform<u4:f32, 1.000000e+00>>

// CHECK:  %0 = "tf.FakeQuantWithMinMaxVars"(%arg0, %cst, %cst_0) <{narrow_range = false, num_bits = 3 : i64}>
// CHECK:  %1 = "tfl.quantize"(%0) <{qtype = tensor<8x!quant.uniform<u4:f32, 1.000000e+00>>}>
// CHECK:  return %1
}
    Registered: Sun Jun 16 05:45:23 UTC 2024
    - Last Modified: Thu May 02 09:41:17 UTC 2024
    - 22K bytes
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  7. github.com/tensorflow/tensorflow

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

        %1 = 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, 1.000000e-03:-3>>
    Registered: Sun Jun 16 05:45:23 UTC 2024
    - Last Modified: Thu Apr 04 23:45:53 UTC 2024
    - 14K bytes
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  8. github.com/tensorflow/tensorflow

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

        // CHECK-SAME: (tensor<1x2x!quant.uniform<i8:f32, 5.000000e-03>>, tensor<2x3x!quant.uniform<i8<-127:127>:f32:1, {6.000000e-03,6.000000e-03,6.000000e-03}>>) -> tensor<1x3x!quant.uniform<i32:f32:1, {3.000000e-05,3.000000e-05,3.000000e-05}>>
    // 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>>
    Registered: Sun Jun 16 05:45:23 UTC 2024
    - Last Modified: Tue May 14 17:10:32 UTC 2024
    - 35.4K bytes
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  9. github.com/tensorflow/tensorflow

    tensorflow/compiler/mlir/lite/tests/default_quant_params.mlir 

      %1 = "tfl.quantize"(%arg1) {qtype = tensor<2x1x!quant.uniform<u8:f32, 1.0:128>>}: (tensor<2x1xf32>) -> tensor<2x1x!quant.uniform<u8:f32, 1.0:128>>
  %2 = "tfl.dequantize"(%0) : (tensor<2x2x!quant.uniform<u8:f32, 1.0:128>>) -> tensor<2x2xf32>
  %3 = "tfl.dequantize"(%1) : (tensor<2x1x!quant.uniform<u8:f32, 1.0:128>>) -> tensor<2x1xf32>
    Registered: Sun Jun 16 05:45:23 UTC 2024
    - Last Modified: Thu May 02 09:41:17 UTC 2024
    - 8.8K bytes
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  10. github.com/tensorflow/tensorflow

    tensorflow/compiler/mlir/quantization/tensorflow/tests/quantize.mlir 

    // CHECK-NEXT: [[res:%.+]] = "quantfork.dcast"([[conv]]) : (tensor<*x!quant.uniform<i8:f32, 0.023529411764705882:-128>>) -> tensor<*xf32>
    Registered: Sun Jun 16 05:45:23 UTC 2024
    - Last Modified: Wed May 08 19:32:28 UTC 2024
    - 6.4K bytes
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  11. github.com/tensorflow/tensorflow

    tensorflow/compiler/mlir/lite/experimental/tac/tests/pick-subgraphs.mlir 

        func.return %0 : tensor<100x!quant.uniform<i8:f32, 2.000000e-01:-3>>
  }
    Registered: Sun Jun 16 05:45:23 UTC 2024
    - Last Modified: Thu May 02 09:41:17 UTC 2024
    - 24.3K bytes
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