Search Options

Results per page
Sort
Preferred Languages
Advance

Results 151 - 160 of 306 for Quantized (0.14 sec)

  1. tensorflow/compiler/mlir/quantization/stablehlo/tests/passes/prepare_quantize/prepare_quantize_per_channel.mlir

    // RUN: stablehlo-quant-opt %s -split-input-file -stablehlo-prepare-quantize=enable-per-channel-quantized-weight=true -verify-diagnostics | FileCheck %s
    
    // -----
    
    module {
      // CHECK-LABEL: conv_with_bias_and_relu
      func.func private @conv_with_bias_and_relu(%arg0: tensor<1x3x2x3xf32>) -> tensor<1x2x2x2xf32> {
        %cst = "tf.Const"() {device = "", value = dense<[7.11401462, 7.05456924]> : tensor<2xf32>} : () -> tensor<2xf32>
    Registered: Sun Jun 16 05:45:23 UTC 2024
    - Last Modified: Tue Mar 26 07:48:15 UTC 2024
    - 8.6K bytes
    - Viewed (0)
  2. tensorflow/compiler/mlir/quantization/common/ir/QuantOps.cc

      if (auto typeAttr = mlir::dyn_cast<TypeAttr>(quantSpec)) {
        Type spec = typeAttr.getValue();
        if (mlir::isa<TensorType, VectorType>(spec)) return false;
    
        // The spec should be either a quantized type which is compatible to the
        // expressed type, or a primitive type which is as same as the
        // (element type of) the expressed type.
        if (auto quantizedType = mlir::dyn_cast<QuantizedType>(spec))
    Registered: Sun Jun 16 05:45:23 UTC 2024
    - Last Modified: Thu Apr 25 16:01:03 UTC 2024
    - 5.3K bytes
    - Viewed (0)
  3. tensorflow/compiler/mlir/lite/quantization/ir/QuantOps.cc

      if (auto typeAttr = mlir::dyn_cast<TypeAttr>(quantSpec)) {
        Type spec = typeAttr.getValue();
        if (mlir::isa<TensorType, VectorType>(spec)) return false;
    
        // The spec should be either a quantized type which is compatible to the
        // expressed type, or a primitive type which is as same as the
        // (element type of) the expressed type.
        if (auto quantizedType = mlir::dyn_cast<QuantizedType>(spec))
    Registered: Sun Jun 16 05:45:23 UTC 2024
    - Last Modified: Thu Apr 25 16:01:03 UTC 2024
    - 5.3K bytes
    - Viewed (0)
  4. tensorflow/compiler/mlir/lite/quantization/ir/ConvertSimQuant.cc

      bool failableRewrite(FakeQuantOp op, PatternRewriter &rewriter) const {
        auto converter = ExpressedToQuantizedConverter::forInputType(op.getType());
        if (!converter) {
          return (op.emitError("unsupported quantized type conversion"), true);
        }
    
        quant::QuantizedType elementType =
            static_cast<const ConcreteRewriteClass *>(this)
                ->convertFakeQuantAttrsToType(op, converter.expressed_type);
    
    Registered: Sun Jun 16 05:45:23 UTC 2024
    - Last Modified: Wed May 08 02:10:16 UTC 2024
    - 6K bytes
    - Viewed (0)
  5. tensorflow/compiler/mlir/quantization/stablehlo/tests/passes/merge-fusion-with-dequantize.mlir

        return %1 : tensor<1x3xf32>
      }
    }
    
    // -----
    
    // Do not merge when function is not quantized function.
    
    module attributes {tf_saved_model.semantics} {
      // CHECK-LABEL: func.func private @merge_relu_fusion
      func.func private @merge_relu_fusion(%arg0: tensor<1x4xf32>) -> tensor<1x3xf32> {
    Registered: Sun Jun 16 05:45:23 UTC 2024
    - Last Modified: Thu Apr 04 23:45:53 UTC 2024
    - 14K bytes
    - Viewed (0)
  6. tensorflow/compiler/mlir/quantization/tensorflow/tests/lift_quantizable_spots_as_functions_xla_selective_quantization.mlir

    // This file test the selective quantiation feature in TF Quantizer. In the test
    // config, the op named "test_opt_out" will not be quantized.
    
    module attributes {tf.versions = {bad_consumers = [], min_consumer = 12 : i32, producer = 1269 : i32}} {
    Registered: Sun Jun 16 05:45:23 UTC 2024
    - Last Modified: Mon Oct 30 06:52:55 UTC 2023
    - 6.8K bytes
    - Viewed (0)
  7. tensorflow/compiler/mlir/lite/experimental/tac/transforms/cost_model.cc

          auto input_type =
              mlir::dyn_cast_or_null<RankedTensorType>(input.getType());
          if (input_type == nullptr || !input_type.hasStaticShape()) continue;
          // Quantized type does not support getSizeInBits.
          if (IsQUI8Type(input_type) || IsQI8Type(input_type)) {
            total_size_transferred += input_type.getNumElements() * 8;
          } else {
    Registered: Sun Jun 16 05:45:23 UTC 2024
    - Last Modified: Thu Apr 25 16:01:03 UTC 2024
    - 7.3K bytes
    - Viewed (0)
  8. tensorflow/compiler/mlir/lite/tests/default_quant_params.mlir

    // Quantized tfl.add
    // CHECK: %[[add:.*]] = tfl.add(%[[q1]], %[[q0]]) <{fused_activation_function = "NONE"}> : (tensor<2x2x!quant.uniform<u8:f32, 0.0078431372549019607:128>>
    // CHECK: %[[dq:.*]] = "tfl.dequantize"(%[[add]]) : (tensor<2x2x!quant.uniform<u8:f32, 0.0078431372549019607:128>>)
    // CHECK: return %[[dq]]
    }
    
    // CHECK-LABEL: hardcode_input
    Registered: Sun Jun 16 05:45:23 UTC 2024
    - Last Modified: Thu May 02 09:41:17 UTC 2024
    - 8.8K bytes
    - Viewed (0)
  9. tensorflow/compiler/mlir/quantization/tensorflow/passes/lift_quantizable_spots_as_functions.cc

              clEnumValN(OpSet::XLA, "XLA", "Uses TF XLA ops"),
              clEnumValN(OpSet::UNIFORM_QUANTIZED, "UNIFORM_QUANTIZED",
                         "Uses TF Uniform Quantized ops"))};
    
      // Initialize for tests.
      void initializeForTest() {
        if (!test_mode_) return;
    
        op_set_.setCallback([this](const OpSet& new_op_set) {
          quant_options_.set_op_set(new_op_set);
    Registered: Sun Jun 16 05:45:23 UTC 2024
    - Last Modified: Fri May 10 04:07:09 UTC 2024
    - 16.4K bytes
    - Viewed (0)
  10. tensorflow/compiler/mlir/quantization/tensorflow/python/integration_test/quantize_model_test_base.py

        )
    
      def _is_quantized_function(self, func: function_pb2.FunctionDef) -> bool:
        """Determine whether a FunctionDef is quantized.
    
        Args:
          func: A FunctionDef object.
    
        Returns:
          True iff `func` is quantized.
        """
        return func.signature.name.startswith('quantized_')
    
      def _is_composite_function(self, func: function_pb2.FunctionDef) -> bool:
    Registered: Sun Jun 16 05:45:23 UTC 2024
    - Last Modified: Thu Mar 21 08:51:46 UTC 2024
    - 51.2K bytes
    - Viewed (0)
Back to top