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tensorflow/compiler/mlir/quantization/stablehlo/tests/passes/lift_quantizable_spots_as_functions_with_quantization_specs.mlir
// method in textproto format. The dot_general op quantization is explicitly // disabled by having `_quantization_method = "no_quantization { }"`. // DISABLE-ALL-DOT-GENERAL-SAME: _entry_function = @composite_dot_general_fn_1 // DISABLE-ALL-DOT-GENERAL-SAME: _original_entry_function // DISABLE-ALL-DOT-GENERAL-SAME: _quantization_method = "no_quantization { }" // DISABLE-ALL-DOT-GENERAL-SAME: _tfl_quant_trait = "fully_quantizable"
Registered: Sun Jun 16 05:45:23 UTC 2024 - Last Modified: Tue Apr 02 18:09:38 UTC 2024 - 8.1K bytes - Viewed (0) -
tensorflow/compiler/mlir/quantization/common/lift_as_function_call_test.cc
} TEST_F(LiftAsFunctionCallTest, GetQuantizationMethodSucceeds) { // Function containing a simple `TF::XlaCallModuleOp` with a valid string // attribute `_quantization_method` set to `"no_quantization {}"`. constexpr absl::string_view kXlaCallModuleOpWithQuantizationMethodAttr = R"mlir( func.func @main(%arg0: tensor<1x1x3xf32>, %arg1: tensor<3x4xf32>) -> tensor<1x1x4xf32> {
Registered: Sun Jun 16 05:45:23 UTC 2024 - Last Modified: Fri May 10 04:07:09 UTC 2024 - 26.2K bytes - Viewed (0) -
tensorflow/compiler/mlir/quantization/stablehlo/passes/testing/test_lift_quantizable_spots_as_functions_with_quantization_specs.cc
// quantizable units. constexpr absl::string_view kSpecsDisableAllDotGeneral = R"pb(specs [ { matcher { function_name { regex: "composite_dot_general_.*" } } method { no_quantization {} } }])pb"; // Configure `QuantizationSpecs` to apply `StaticRangePtq` to all quantizable // units. constexpr absl::string_view kSpecsStaticRangePtqToAll = R"pb(specs [ {
Registered: Sun Jun 16 05:45:23 UTC 2024 - Last Modified: Thu Mar 28 23:21:42 UTC 2024 - 5.4K bytes - Viewed (0) -
tensorflow/compiler/mlir/quantization/stablehlo/ops/stablehlo_op_quant_spec_test.cc
EXPECT_TRUE(IsOpQuantizableStableHlo(xla_call_module_op)); } TEST_F(IsOpQuantizableStableHloTest, DenylistedXlaCallModuleOpNotQuantizable) { // A `TF::XlaCallModuleOp` with `_quantization_method = "no_quantization {}"`, // indicating it has been explicitly denylisted by the user. constexpr absl::string_view kModuleDenylistedXlaCallModuleOp = R"mlir(
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/quantization/stablehlo/cc/config_test.cc
// matcher {function_name {regex: "composite_conv.*"}} // method {static_range_ptq {...}}} // } // specs { // matcher {function_name {regex: "composite_dot_general_fn_1"}} // method {no_quantization {}} // } const QuantizationConfig new_config = ExpandPresets(config); ASSERT_THAT(new_config.specs().specs(), SizeIs(3)); const QuantizationSpec& first_spec = new_config.specs().specs(0);
Registered: Sun Jun 16 05:45:23 UTC 2024 - Last Modified: Thu Apr 25 06:59:34 UTC 2024 - 12K bytes - Viewed (0) -
tensorflow/compiler/mlir/quantization/stablehlo/python/integration_test/quantize_model_test.py
function_name=qc.FunctionNameMatcherSpec( regex='composite_dot_general.*' ) ), method=qc.Method(no_quantization={}), ) ] ), ) quantization.quantize_saved_model( self._input_saved_model_path, self._output_saved_model_path, config, )
Registered: Sun Jun 16 05:45:23 UTC 2024 - Last Modified: Tue May 14 06:31:57 UTC 2024 - 51.4K bytes - Viewed (0) -
tensorflow/compiler/mlir/quantization/stablehlo/quantization_config.proto
// Matches lifted functions by their names. FunctionNameMatcherSpec function_name = 1; } // Specifies how to quantize matched quantizable units. message Method { oneof method { NoQuantization no_quantization = 1; StaticRangePtq static_range_ptq = 2; WeightOnlyPtq weight_only_ptq = 3; } } // A QuantizationSpec is essentially a (matcher spec, quantization method) pair,
Registered: Sun Jun 16 05:45:23 UTC 2024 - Last Modified: Fri May 17 03:36:50 UTC 2024 - 14.3K bytes - Viewed (0) -
tensorflow/compiler/mlir/quantization/stablehlo/ops/stablehlo_op_quant_spec.cc
using ::stablehlo::quantization::Method; using ::stablehlo::quantization::StaticRangePtq; // Whether it represents a lifted function (i.e. `op` is the corresponding // `XlaCallModuleOp`) that is explicitly marked `NoQuantization`. bool IsDenylistedLiftedFunction(Operation* op) { if (auto xla_call_module_op = dyn_cast_or_null<TF::XlaCallModuleOp>(op); xla_call_module_op != nullptr) {
Registered: Sun Jun 16 05:45:23 UTC 2024 - Last Modified: Thu May 09 05:56:10 UTC 2024 - 7.8K bytes - Viewed (0) -
tensorflow/compiler/mlir/quantization/common/quantization_lib/quantization.td
limitations under the License. ==============================================================================*/ // This is the quantization definition file for TensorFlow. #ifdef TF_Quantization #else #define TF_Quantization include "mlir/IR/OpBase.td" include "mlir/Dialect/Quant/QuantOpsBase.td" //===----------------------------------------------------------------------===// // QuantizedType definitions.
Registered: Sun Jun 16 05:45:23 UTC 2024 - Last Modified: Tue Mar 05 07:39:40 UTC 2024 - 8.3K bytes - Viewed (0) -
tensorflow/compiler/mlir/quantization/stablehlo/cc/report.cc
// `xla_call_module_op` is a quantizable unit, then a `QuantizationResult` will // be returned with its `name` field set to the callee's name. The `method` // field will be set to `NoQuantization` because remaining `xla_call_module_op`s // means they are not quantized. Returns `std::nullopt` if `xla_call_module_op` // is not a quantizable unit. std::optional<QuantizationResult> GetQuantizationResult(
Registered: Sun Jun 16 05:45:23 UTC 2024 - Last Modified: Thu Apr 25 16:01:03 UTC 2024 - 6.8K bytes - Viewed (0)