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tensorflow/compiler/mlir/quantization/tensorflow/passes/prepare_quantize_drq.cc
#include "tensorflow/compiler/mlir/tensorflow/ir/tf_dialect.h" //===----------------------------------------------------------------------===// // The prepare-quantize-drq Pass. // namespace mlir { namespace quant { namespace { using QuantizationUnit = std::pair<Operation*, int>; using QuantizationUnits = llvm::SetVector<QuantizationUnit>;
Registered: Sun Jun 16 05:45:23 UTC 2024 - Last Modified: Thu Apr 25 16:01:03 UTC 2024 - 11.5K bytes - Viewed (0) -
tensorflow/compiler/mlir/quantization/common/quantization_lib/quantization_driver.h
// Inserts the Quantize ops for requantizing a block argument. void RequantizeArg(BlockArgument arg, RequantizeStates& states); // Inserts the Quantize and Dequantize ops to quantize the value and returns // the Quantize op. void RequantizeValue(Value value, RequantizeStates& states, Location loc); // Returns the quantization parameter satisfies the same scale
Registered: Sun Jun 16 05:45:23 UTC 2024 - Last Modified: Wed Mar 20 11:42:17 UTC 2024 - 16.8K bytes - Viewed (0) -
tensorflow/compiler/mlir/lite/tests/modify_io_nodes.mlir
func.func @modified(%arg0: tensor<1x224x224x3xf32>) -> tensor<1x401408xf32> attributes {tf.entry_function = {control_outputs = "", inputs = "input", outputs = "output"}} { %cst = arith.constant dense<[1, 401408]> : tensor<2xi32> %0 = "tfl.quantize"(%arg0) {qtype = tensor<1x224x224x3x!quant.uniform<i8:f32, 7.812500e-03>>} : (tensor<1x224x224x3xf32>) -> tensor<1x224x224x3x!quant.uniform<i8:f32, 7.812500e-03>>
Registered: Sun Jun 16 05:45:23 UTC 2024 - Last Modified: Thu May 02 09:41:17 UTC 2024 - 19.9K bytes - Viewed (0) -
tensorflow/compiler/mlir/lite/transforms/default_quant_params.cc
} TypeAttr type_attr = TypeAttr::get(new_type); auto quantize = builder.create<TFL::QuantizeOp>(value.getLoc(), new_type, value, type_attr); auto dequantize = builder.create<TFL::DequantizeOp>( value.getLoc(), expressed_type, quantize.getOutput()); value.replaceAllUsesWith(dequantize); // `quantize` is using `dequantize` now, so we should set its operand to // `value`.
Registered: Sun Jun 16 05:45:23 UTC 2024 - Last Modified: Thu Apr 25 16:01:03 UTC 2024 - 9.4K bytes - Viewed (0) -
tensorflow/compiler/mlir/quantization/stablehlo/passes/passes.td
let summary = "Restores function name from XlaCallModule op."; } def QuantizeCompositeFunctionsPass : Pass<"stablehlo-quantize-composite-functions", "ModuleOp"> { let summary = "Quantize composite functions with QDQ input / outputs."; let options = [ Option<"enable_per_channel_quantized_weight_", "enable-per-channel-quantized-weight",
Registered: Sun Jun 16 05:45:23 UTC 2024 - Last Modified: Tue May 14 06:31:57 UTC 2024 - 10.3K bytes - Viewed (0) -
tensorflow/compiler/mlir/lite/quantization/lite/tfl_to_std.h
#include "mlir/IR/BuiltinOps.h" // from @llvm-project namespace mlir { namespace TFL { // Converts all the tfl.quantize/tfl.dequantize ops to the ops in the mlir.quant // dialect ones in the function. void ConvertTFLQuantOpsToMlirQuantOps(func::FuncOp func); // Converts all the mlir.quant dialect ops to the tfl.quantize/tfl.dequantize // ops in the function. void ConvertMlirQuantOpsToTFLQuantOps(func::FuncOp func);
Registered: Sun Jun 16 05:45:23 UTC 2024 - Last Modified: Tue Apr 19 00:13:50 UTC 2022 - 2.5K bytes - Viewed (0) -
tensorflow/compiler/mlir/lite/transforms/post_quantize.cc
#include "tensorflow/compiler/mlir/quantization/common/quantization_lib/quantization_utils.h" //===----------------------------------------------------------------------===// // The post-quantize Passes. // namespace mlir { namespace TFL { namespace { #define GEN_PASS_DEF_POSTQUANTIZEPASS #define GEN_PASS_DEF_POSTQUANTIZEREMOVEQDQPASS #include "tensorflow/compiler/mlir/lite/transforms/passes.h.inc"
Registered: Sun Jun 16 05:45:23 UTC 2024 - Last Modified: Thu Apr 25 16:01:03 UTC 2024 - 17.1K bytes - Viewed (0) -
tensorflow/compiler/mlir/lite/tests/flatbuffer2mlir/quantization.mlir
// CHECK-LABEL: main func.func @main(%arg0: tensor<1x224x224x3xf32>) -> tensor<1x401408xf32> { // CHECK: %{{.*}} = "tfl.quantize"(%{{.*}}) <{qtype = tensor<1x224x224x3x!quant.uniform<u8:f32, 7.812500e-03:128>>}> : (tensor<1x224x224x3xf32>) -> tensor<1x224x224x3x!quant.uniform<u8:f32, 7.812500e-03:128>>
Registered: Sun Jun 16 05:45:23 UTC 2024 - Last Modified: Thu May 02 09:41:17 UTC 2024 - 4.3K bytes - Viewed (0) -
tensorflow/compiler/mlir/lite/tests/mlir2flatbuffer/quantization.mlir
// CHECK: { // CHECK-NEXT: version: 3, // CHECK-NEXT: operator_codes: [ { // CHECK-NEXT: deprecated_builtin_code: 114, // CHECK-NEXT: version: 1, // CHECK-NEXT: builtin_code: QUANTIZE // CHECK-NEXT: }, { // CHECK-NEXT: deprecated_builtin_code: 3, // CHECK-NEXT: version: 1, // CHECK-NEXT: builtin_code: CONV_2D // CHECK-NEXT: }, { // CHECK-NEXT: deprecated_builtin_code: 22,
Registered: Sun Jun 16 05:45:23 UTC 2024 - Last Modified: Thu Jul 14 16:41:28 UTC 2022 - 11.9K bytes - Viewed (0) -
tensorflow/compiler/mlir/lite/utils/convert_type.h
// Returns element type from attribute Type 'type_attr'. mlir::Type GetShapeStrippedType(mlir::TypeAttr type_attr); // Returns true if 'val' is not from Quantize op or // from Quantize Op with same quant type as 'qtype_attr' bool NotFromQuantOpOrSameQuantType(mlir::Value val, mlir::TypeAttr qtype_attr); } // namespace tflite
Registered: Sun Jun 16 05:45:23 UTC 2024 - Last Modified: Fri May 03 18:01:23 UTC 2024 - 2.1K bytes - Viewed (0)