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Results 1 - 10 of 26 for isBF16 (1.18 sec)
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tensorflow/compiler/mlir/quantization/tensorflow/passes/cast_bf16_ops_to_f32.cc
return failure(); } for (Value input : op->getOperands()) { if (getElementTypeOrSelf(input).isBF16()) { return success(); } } for (Value value : op->getResults()) { if (getElementTypeOrSelf(value).isBF16()) { return success(); } } return failure(); }
Registered: Sun Jun 16 05:45:23 UTC 2024 - Last Modified: Sun Dec 10 05:52:02 UTC 2023 - 4.5K bytes - Viewed (0) -
tensorflow/compiler/mlir/lite/utils/constant_utils.cc
Type element_type = shaped_type.getElementType(); if (element_type.isF16()) { auto floatType = mlir::FloatType::getF16(element_type.getContext()); auto floatAttr = mlir::FloatAttr::get(floatType, static_cast<float>(value)); std::vector<Attribute> floatValues({floatAttr}); return DenseElementsAttr::get(shaped_type, floatValues); } else if (element_type.isBF16()) { auto floatType = mlir::FloatType::getBF16(element_type.getContext());
Registered: Sun Jun 16 05:45:23 UTC 2024 - Last Modified: Thu Apr 25 16:01:03 UTC 2024 - 6.5K bytes - Viewed (0) -
tensorflow/compiler/mlir/tensorflow/utils/convert_type.cc
} } Status ConvertScalarTypeToDataType(Type type, DataType* dtype) { if (type.isF16()) { *dtype = DT_HALF; return absl::OkStatus(); } else if (type.isF32()) { *dtype = DT_FLOAT; return absl::OkStatus(); } else if (type.isF64()) { *dtype = DT_DOUBLE; return absl::OkStatus(); } else if (type.isBF16()) { *dtype = DT_BFLOAT16; return absl::OkStatus();
Registered: Sun Jun 16 05:45:23 UTC 2024 - Last Modified: Fri Apr 26 09:37:10 UTC 2024 - 7.5K bytes - Viewed (0) -
tensorflow/compiler/mlir/lite/utils/validators.h
if (!tensorType) return false; return tensorType.getElementType().isBF16(); } // Returns true iff the given value is a f16 tensor. inline bool TFTypeIsHalfTensor(Value value) { auto tensorType = mlir::dyn_cast<TensorType>(value.getType()); if (!tensorType) return false; return tensorType.getElementType().isF16(); } // Returns true iff the given value is a f16 or bf16 tensor.
Registered: Sun Jun 16 05:45:23 UTC 2024 - Last Modified: Thu Apr 25 16:01:03 UTC 2024 - 4.7K bytes - Viewed (0) -
tensorflow/compiler/mlir/lite/utils/convert_type.cc
namespace tflite { using absl::StatusOr; namespace errors = tensorflow::errors; tflite::TensorType ConvertTypeToTensorType(mlir::Type type) { if (type.isF16()) { return tflite::TensorType_FLOAT16; } else if (type.isBF16()) { return tflite::TensorType_BFLOAT16; } else if (type.isF32()) { return tflite::TensorType_FLOAT32; } else if (type.isF64()) { return tflite::TensorType_FLOAT64;
Registered: Sun Jun 16 05:45:23 UTC 2024 - Last Modified: Tue May 07 23:04:40 UTC 2024 - 8.2K bytes - Viewed (0) -
tensorflow/compiler/mlir/quantization/tensorflow/ops/tf_op_quant_spec.cc
auto type = mlir::dyn_cast<ShapedType>(val.getType()); if (!type) return false; // Supported original tensor data types. if (type.getElementType().isF32() || type.getElementType().isBF16()) return true; return false; } std::optional<tensorflow::quantization::QuantizationComponentSpec> GetWeightComponentSpec( const tensorflow::quantization::QuantizationOptions& quantization_options) {
Registered: Sun Jun 16 05:45:23 UTC 2024 - Last Modified: Thu Apr 25 16:01:03 UTC 2024 - 6.3K bytes - Viewed (0) -
tensorflow/compiler/mlir/quantization/common/attrs_and_constraints.td
def IsF32ElementType : Constraint< CPred<"getElementTypeOrSelf($0).isF32()">>; // Checks if the value has the type of bfloat16. def IsBF16ElementType : Constraint< CPred<"getElementTypeOrSelf($0).isBF16()">>; // Checks if the value has the type of UniformQuantizedType. def IsUniformQuantizedType : Constraint< CPred<"getElementTypeOrSelf($0).isa<mlir::quant::UniformQuantizedType>()">>;
Registered: Sun Jun 16 05:45:23 UTC 2024 - Last Modified: Fri Mar 08 04:55:44 UTC 2024 - 6.7K bytes - Viewed (0) -
tensorflow/compiler/mlir/quantization/tensorflow/ops/tf_quantize_op.cc
loc, scale_type, DenseFPElementsAttr::get(scale_type, {static_cast<float>(qtype.getScale())})); if (original_input_tensor_type.getElementType().isBF16()) { // Add bf16 cast op after scale to match with the next op's data // type. scale_op = rewriter.create<TF::CastOp>( loc, UnrankedTensorType::get(rewriter.getBF16Type()), scale_op); }
Registered: Sun Jun 16 05:45:23 UTC 2024 - Last Modified: Thu Apr 25 16:01:03 UTC 2024 - 11K bytes - Viewed (0) -
tensorflow/compiler/mlir/lite/transforms/while_loop_outline.cc
} bool IsCompatibleTypeWithTFLCastOp(Type type) { auto elemType = getElementTypeOrSelf(type); // F16, F32, F64, BF16 types are allowed. if (elemType.isBF16() || elemType.isF16() || elemType.isF32() || elemType.isF64()) return true; // I1, I4, I8, I16, I32, I64 types are allowed. if (elemType.isInteger(1) || elemType.isInteger(4) || elemType.isInteger(8) ||
Registered: Sun Jun 16 05:45:23 UTC 2024 - Last Modified: Thu Apr 25 16:01:03 UTC 2024 - 11.8K bytes - Viewed (0) -
tensorflow/compiler/mlir/tf2xla/internal/passes/xla_broadcast.cc
Type type = val_bcast.getType(); Type elem_type = getElementTypeOrSelf(type); // Xla's all_reduce legalizer bitcasts to 32 bits, so only // element types size <= 4 bytes are supported. if (elem_type.isBF16() || elem_type.isF16() || elem_type.isTF32() || elem_type.isF32()) { zero = builder.getFloatAttr(elem_type, 0); } else { return false; } if (auto ranked_type = dyn_cast<RankedTensorType>(type)) {
Registered: Sun Jun 16 05:45:23 UTC 2024 - Last Modified: Thu Jun 13 18:52:07 UTC 2024 - 13.9K bytes - Viewed (0)