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Results 101 - 110 of 200 for requantize (0.28 sec)
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tensorflow/compiler/mlir/quantization/stablehlo/ops/stablehlo_op_quant_spec_test.cc
func.return %add : tensor<3x2xf32> } } )mlir"; // Quantizable ops: XlaCallModule op with "fully_quantizable" attribute and // same-scale StableHLO ops // Non-quantizable ops: quantize/dequantize ops constexpr absl::string_view kModuleCompositeSameScale = R"mlir( module { func.func @same_scale_after_composite() -> tensor<3x1xf32> {
Registered: Sun Jun 16 05:45:23 UTC 2024 - Last Modified: Thu Apr 04 07:19:09 UTC 2024 - 14.8K bytes - Viewed (0) -
tensorflow/compiler/mlir/lite/quantization/numerical_utils.cc
int32_t qmax) { auto quantize = [scale, zero_point](float f) { return zero_point + static_cast<int32_t>(std::round(f / scale)); }; if (rmin.has_value() && rmax.has_value()) { return {std::max(qmin, quantize(rmin.value())), std::min(qmax, quantize(rmax.value()))}; } else if (rmin.has_value()) { return {std::max(qmin, quantize(rmin.value())), qmax}; } else if (rmax.has_value()) {
Registered: Sun Jun 16 05:45:23 UTC 2024 - Last Modified: Tue Oct 17 19:57:04 UTC 2023 - 3.3K bytes - Viewed (0) -
tensorflow/compiler/mlir/quantization/tensorflow/tests/quantize_drq.mlir
// RUN: tf-quant-opt %s -split-input-file -quant-lift-quantizable-spots-as-functions -quant-prepare-quantize-drq -quant-quantize='weight-quantization=true' -verify-each=false | FileCheck %s // ----- module { func.func @matmul(%arg0: tensor<1x2x2x3xf32>) -> (tensor<*xf32>) { %cst_0 = "tf.Const"() {value = dense<0.000000e+00> : tensor<2x1024xf32>} : () -> tensor<2x1024xf32>
Registered: Sun Jun 16 05:45:23 UTC 2024 - Last Modified: Wed May 08 19:32:28 UTC 2024 - 1.6K bytes - Viewed (0) -
tensorflow/compiler/mlir/lite/transforms/split_merged_operands.cc
Value operand = op->getOperand(index); auto inserted_value = values->insert(operand).second; if (inserted_value) continue; // We can only clone the constant op or const->dequantize combo. The latter // case is useful for float16 quantization. Since all ops have been // legalized to tflite ops, so we only care about ConstOp or QConstOp or // mlir constant op.
Registered: Sun Jun 16 05:45:23 UTC 2024 - Last Modified: Wed Apr 24 20:30:06 UTC 2024 - 5.9K bytes - Viewed (0) -
tensorflow/compiler/mlir/quantization/tensorflow/passes/quantize_weights.cc
// This is the argument used to refer to the pass in // the textual format (on the commandline for example). return "quant-quantize-weights"; } StringRef getDescription() const final { // This is a brief description of the pass. return "Quantize weights used by quantizable ops."; } void getDependentDialects(DialectRegistry& registry) const override {
Registered: Sun Jun 16 05:45:23 UTC 2024 - Last Modified: Tue Mar 05 07:39:40 UTC 2024 - 11.3K bytes - Viewed (0) -
tensorflow/compiler/mlir/lite/quantization/quantization_info.proto
message QuantizationInfo { // min/max of the per axis value range. To quantize the value, the metadata // of the target properties should be specified or read from the ops // quantization specification. message MinMax { float min = 1; float max = 2; } // Affine parameters to quantize the per axis value. The metadata of the // target properties should be specified as well.
Registered: Sun Jun 16 05:45:23 UTC 2024 - Last Modified: Tue Oct 08 03:45:04 UTC 2019 - 2.3K bytes - Viewed (0) -
tensorflow/compiler/mlir/lite/tests/split-merged-operands.mlir
// CHECK-DAG: %[[CST_1:.*]] = "tfl.pseudo_const"() <{value = dense<0.000000e+00> : tensor<4x4xf16>}> : () -> tensor<4x4xf16> // CHECK-DAG: %[[DQ_0:.*]] = "tfl.dequantize"(%[[CST_0]]) : (tensor<4x4xf16>) -> tensor<4x4xf32> // CHECK-DAG: %[[DQ_1:.*]] = "tfl.dequantize"(%[[CST_1]]) : (tensor<4x4xf16>) -> tensor<4x4xf32>
Registered: Sun Jun 16 05:45:23 UTC 2024 - Last Modified: Thu May 02 09:41:17 UTC 2024 - 7.7K bytes - Viewed (0) -
tensorflow/compiler/mlir/quantization/stablehlo/tests/components/post_calibration_component.mlir
// CHECK-NO-UNPACK: %[[DEQUANTIZE:.+]] = stablehlo.uniform_dequantize %[[QUANTIZE_1]] : (tensor<1x3x!quant.uniform<i8:f32, {{.*}}>>) -> tensor<1x3xf32> // CHECK-NO-UNPACK: return %[[DEQUANTIZE]] : tensor<1x3xf32> // ----- // Tests that a simple dot_general without CustomAggregators is not quantized.
Registered: Sun Jun 16 05:45:23 UTC 2024 - Last Modified: Thu Apr 25 01:09:50 UTC 2024 - 6.7K bytes - Viewed (0) -
tensorflow/cc/framework/fuzzing/op_fuzzing.bzl
"Bitcast", "BroadcastArgs", "BroadcastTo", "CheckNumerics", "ConcatV2", "ConjugateTranspose", "DebugGradientIdentity", "DeepCopy", "DepthToSpace", "Dequantize", "EditDistance", "Empty", "EnsureShape", "ExpandDims", "ExtractImagePatches", "ExtractVolumePatches", "FakeQuantWithMinMaxArgs", "FakeQuantWithMinMaxArgsGradient",
Registered: Sun Jun 16 05:45:23 UTC 2024 - Last Modified: Mon Nov 07 19:14:57 UTC 2022 - 4.3K bytes - Viewed (0) -
tensorflow/compiler/mlir/quantization/stablehlo/quantization_options.proto
METHOD_UNSPECIFIED = 0; // go/do-include-enum-unspecified // Apply default weight-only quantization. Weights are quantized during // conversion, then dequantized during inference. // Activation: f32, Weight: qi8, Bias: f32 WEIGHT_ONLY = 1; // Apply default dynamic range quantization. Quantized tensor value's // ranges are determined during graph runtime.
Registered: Sun Jun 16 05:45:23 UTC 2024 - Last Modified: Thu Jun 22 02:20:05 UTC 2023 - 3.6K bytes - Viewed (0)