Patent Application
20230060146
In recent years fused-multiply-add (FMA) units with lower-precision multiplications and higher-precision accumulation have proven useful in machine learning/artificial intelligence applications, most notably in training deep neural networks due to their extreme computational intensity. Compared to classical IEEE-754 32-bit (FP32) and 64-bit (FP64) arithmetic, this reduced precision arithmetic can naturally be sped up disproportional to their shortened width.
Various embodiments in accordance with the present disclosure will be described with reference to the drawings, in which:
The present disclosure relates to methods, apparatus, systems, and non-transitory computer-readable storage media for instructions for extracting exponents from BF16 values, extracting mantissas from BF16 values, or classifying BF16 values. BF16 is gaining traction due to its ability to work well in machine learning algorithms, in particular deep learning training.
In contrast to the IEEE 754-standardized 16-bit (FP16) variant, BF16 does not compromise on range when being compared to FP32. FP32 numbers have 8 bits of exponent and 24 bits of mantissa (including the one implicit). BF16 cuts 16 bits from the 24-bit FP32 mantissa to create a 16-bit floating point datatype. In contrast FP16, roughly halves the FP32 mantissa to 10 explicit bits and reduces the exponent to 5 bits to fit the 16-bit datatype envelope.
to 10 explicit bits and reduces the exponent to 5 bits to fit the 16-bit datatype envelope.
Although BF16 offers less precision than FP16, it is typically better suited to support deep learning tasks. FP16's range is not enough to accomplish deep learning training out-of-the-box due to its limited range. BF16 does not suffer from this issue and the limited precision may actually help to generalize the learned weights in the neural net training task. In other words, lower precision can be seen as offering a built-in regularization property.
Detailed herein are embodiments of instructions, and their support, that operate on BF16 source data elements to classify, extract an exponent, or extract a mantissa. In some embodiments, at least one of the instructions is defined such as their execution is to treat denormal inputs or outputs as zeros, support any rounding mode, and/or report or suppress floating point numerical flags.
While this illustration is in little endian format, the principles discussed herein work in big endian format. The classify BF16 data elements instruction (shown here with an exemplary opcode mnemonic of FPCLASSNEPBF16) includes at least one of one or more fields to define the opcode for the instruction, one or more fields to reference or indicate a packed data source (e.g., a 512/256/128-bit vector or SIMD register, a 512/256/128-bit memory location, or a 512/256/128-bit vector broadcasted from a 16-bit memory location), and/or one or more fields to reference or indicate a packed data destination (e.g., a register or memory location). The instruction also includes a way to provide a classification indication such as in an immediate encoded in the instruction or stored in a referenced or identified source operand. In some embodiments, the instruction also includes one or more fields to reference or indicate a writemask or predication register that is to store writemask or predicate values as described later.
The execution of the FPCLASSNEPBF16 instruction causes a check of the packed BF16 values for special categories as specified by the classification indication. For example, in some embodiments, each set bit in the immediate specifies a category of floating-point values that the input data element is classified against. The classified results of all specified categories of an input value are logically ORed together to form a final Boolean result for the input element. The result of each element is written to the corresponding bit in the destination (e.g., a writemask register or a vector register) according to the writemask k1.
In this example, the packed data source 201 includes 8 packed data elements each of which is in BF16 format. The packed data source 201 may be a register or a memory location.
The packed data source 201 and immediate 203 (the classification indication) is fed into execution circuitry 209 to be operated on. In particular, execution circuitry 209 such as classification circuitry 211 performs check of the packed BF16 values for special categories as specified by the classification indication and stores a result of the check into corresponding packed data element positions of the destination. In some embodiments, for each packed data element position of the source 201, the packed data element (BF16 value) is subjected to logical AND circuitry 213 configured based on the classification indication to individually check for the desired classification(s). The output of the logical AND circuitry 213 for the data element (the individual checks) is then logically ORed using logical OR circuitry 215 to generate a classification result to be stored in a corresponding data element position of the destination 231.
The packed data destination 231 is written to store the resultant check result in corresponding packed data elements as the packed data source 201. In some embodiments, when the instruction calls for the use of predication or writemasking, a writemask (or predicate) register 231 dictates how the results are stored and/or zeroed using the classification circuitry 211.
At 301 an instruction is fetched having fields for an opcode, an identification of a location of a packed data source operand, an indication of one or more classification checks to perform, and an identification of a packed data destination operand, wherein the opcode is to indicate that execution circuitry is to perform, for each data element position of the packed data source operand, a classification according to the indicated one or more classification checks and store a result of the classification in a corresponding data element position of the destination operand.
In some embodiments, the fetched instruction, of a first ISA, is translated into one or more instructions of a second, different ISA at 303. The one or more instructions of the second, different ISA, when executed, provided the same result as if the fetched instruction had been executed. Note the translation may be performed by hardware, software, or a combination thereof.
The instruction (or the translated one or more instructions) is/are decoded 305. This decoding may cause the generation of one or more micro-operations to be performed. Note that as this instruction
Data values associated with the source operand of the decoded instruction are retrieved at 307. For example, when the source operand is stored in memory, the data from the indicated memory location is retrieved.
At 309, the decoded instruction(s) is/are executed by execution circuitry (hardware) such as that detailed herein. The execution circuitry is to perform, for each data element position of the packed data source operand, a classification according to the indicated one or more classification checks and store a result of the classification in a corresponding data element position of the destination operand.
In some embodiments, the instruction is committed or retired at 311.
The execution of the VGETEXPNEPBF16 instruction causes an extraction of a biased exponent from each of the BF16 data element of the source operand as an unbiased signed integer value. Each signed integer value of the unbiased exponent is then converted to a BF16 value and written to the corresponding data element positions of the destination operand as BF16 numbers.
In this example, the packed data source 501 includes 8 packed data elements each of which is in BF16 format. The packed data source 501 may be a register or a memory location.
The packed data source 501 is fed into execution circuitry 509 to be operated on. In particular, execution circuitry 509 such as exponent extraction circuitry 511 extract extracts biased exponents from BF16 data elements in the source operand 501.
The packed data destination 531 is written to store the resultant BF16-formatted result in corresponding packed data elements as the packed data source 501. In some embodiments, when the instruction calls for the use of predication or writemasking, a writemask (or predicate) register 531 dictates how the results are stored and/or zeroed using the classification circuitry 511.
At 601 an instruction is fetched having fields for an opcode, an identification of a location of a packed data source operand, and an identification of a packed data destination operand, wherein the opcode is to indicate that execution circuitry is to, for each data element position of the packed data source operand, extract a biased exponent from a data element of the data element position as an unbiased signed integer value and convert the unbiased signed integer value into a BF16 value.
In some embodiments, the fetched instruction, of a first ISA, is translated into one or more instructions of a second, different ISA at 603. The one or more instructions of the second, different ISA, when executed, provided the same result as if the fetched instruction had been executed. Note the translation may be performed by hardware, software, or a combination thereof.
The instruction (or the translated one or more instructions) is/are decoded 605. This decoding may cause the generation of one or more micro-operations to be performed. Note that as this instruction
Data values associated with the source operand of the decoded instruction are retrieved at 607. For example, when the source operand is stored in memory, the data from the indicated memory location is retrieved.
At 609, the decoded instruction(s) is/are executed by execution circuitry (hardware) such as that detailed herein. The execution circuitry is to, for each data element position of the packed data source operand, extract a biased exponent from a data element of the data element position as an unbiased signed integer value and convert the unbiased signed integer value into a BF16 value.
In some embodiments, the instruction is committed or retired at 611.
The execution of the VGETMANNEPBF16 instruction causes a conversion of BF16 values in the source operand to BF16 values with a mantissa normalization specified by the sign control. Each converted bfloat16 FP result is encoded according to the sign control, the unbiased exponent (in some embodiments adding bias), and a mantissa normalized to the range specified by the normalization interval. In some embodiments, for each input value, the conversion operation is GetMant(X)=±2k|x.significand| where 1<=|x.significand|<2. The unbiased exponent k depends on the interval range defined by interval and whether the exponent of the source is even or odd. The sign of the final result is determined by the sign control and the source sign. The normalized mantissa is specified, in some embodiments, by imm8[1:0] and the sign control is specified by bits imm8[3:2] of the immediate.
In this example, the packed data source 901 includes 8 packed data elements each of which is in BF16 format. The packed data source 901 may be a register, a memory location, or a bit vector broadcasted from a 16-bit memory location.
The packed data source 901 and immediate 905 (sign control and normalization interval) are fed into execution circuitry 909 to be operated on. In particular, execution circuitry 909 such as mantissa extraction circuitry 911 converts the BF16 values to BF16 values with a mantissa normalization specified by the sign control. Each converted bfloat16 FP result is encoded according to the sign control, the unbiased exponent (in some embodiments adding bias), and a mantissa normalized to the range specified by the normalization interval.
The packed data destination 931 is written to store the BF16-formatted result in corresponding packed data elements as the packed data source 901. In some embodiments, when the instruction calls for the use of predication or writemasking, a writemask (or predicate) register 931 dictates how the results are stored and/or zeroed using the classification circuitry 911.
At 1001 an instruction is fetched having fields for an opcode, an identification of a location of a packed data source operand, a sign control, a normalization interval, and an identification of a packed data destination operand, wherein the opcode is to indicate that execution circuitry is to, for each data element position of the packed data source operand, extract a mantissa from a data element of the data element position using the sign control and normalization interval and encode a BF16 value from the extracted mantissa and store the encoded BF16 value into a corresponding data element position of the packed data destination operand.
In some embodiments, the fetched instruction, of a first ISA, is translated into one or more instructions of a second, different ISA at 1003. The one or more instructions of the second, different ISA, when executed, provided the same result as if the fetched instruction had been executed. Note the translation may be performed by hardware, software, or a combination thereof.
The instruction (or the translated one or more instructions) is/are decoded 1005. This decoding may cause the generation of one or more micro-operations to be performed. Note that as this instruction
Data values associated with the source operand of the decoded instruction are retrieved at 1007. For example, when the source operand is stored in memory, the data from the indicated memory location is retrieved.
At 1009, the decoded instruction(s) is/are executed by execution circuitry (hardware) such as that detailed herein. The execution circuitry is to, for each data element position of the packed data source operand, extract a mantissa from a data element of the data element position using the sign control and normalization interval and encode a BF16 value from the extracted mantissa and store the encoded BF16 value into a corresponding data element position of the packed data destination operand.
In some embodiments, the instruction is committed or retired at 1011.
The instruction 1201 is received by decode circuitry 1205. For example, the decode circuitry 1205 receives this instruction from fetch logic/circuitry. The instruction includes fields for an opcode, first and second sources, and a destination. In some embodiments, the sources and destination are registers, and in other embodiments one or more are memory locations. In some embodiments, the opcode details which arithmetic operation is to be performed.
More detailed embodiments of at least one instruction format will be detailed later. The decode circuitry 1205 decodes the instruction into one or more operations. In some embodiments, this decoding includes generating a plurality of micro-operations to be performed by execution circuitry (such as execution circuitry 1209). The decode circuitry 1205 also decodes instruction prefixes.
In some embodiments, register renaming, register allocation, and/or scheduling circuitry 1207 provides functionality for one or more of: 1) renaming logical operand values to physical operand values (e.g., a register alias table in some embodiments), 2) allocating status bits and flags to the decoded instruction, and 3) scheduling the decoded instruction for execution on execution circuitry out of an instruction pool (e.g., using a reservation station in some embodiments).
Registers (register file) and/or memory 1208 store data as operands of the instruction to be operated on by execution circuitry 1209. Exemplary register types include packed data registers, general purpose registers, and floating-point registers.
Execution circuitry 1209 executes the decoded instruction as noted above. Exemplary detailed execution circuitry is shown in
In some embodiments, retirement/write back circuitry 1211 architecturally commits the result 1208 and retires the instruction.
Detailed below are describes of exemplary computer architectures, instruction formats, etc. that support the above instructions. Other system designs and configurations known in the arts for laptops, desktops, handheld PCs, personal digital assistants, engineering workstations, servers, network devices, network hubs, switches, embedded processors, digital signal processors (DSPs), graphics devices, video game devices, set-top boxes, micro controllers, cell phones, portable media players, handheld devices, and various other electronic devices, are also suitable. In general, a huge variety of systems or electronic devices capable of incorporating a processor and/or other execution logic as disclosed herein are generally suitable.
Processors 1370 and 1380 are shown including integrated memory controller (IMC) units circuitry 1372 and 1382, respectively. Processor 1370 also includes as part of its interconnect controller units point-to-point (P-P) interfaces 1376 and 1378; similarly, second processor 1380 includes P-P interfaces 1386 and 1388. Processors 1370, 1380 may exchange information via the point-to-point (P-P) interconnect 1350 using P-P interface circuits 1378, 1388. IMCs 1372 and 1382 couple the processors 1370, 1380 to respective memories, namely a memory 1332 and a memory 1334, which may be portions of main memory locally attached to the respective processors.
Processors 1370, 1380 may each exchange information with a chipset 1390 via individual P-P interconnects 1352, 1354 using point to point interface circuits 1376, 1394, 1386, 1398. Chipset 1390 may optionally exchange information with a coprocessor 1338 via a high-performance interface 1392. In some embodiments, the coprocessor 1338 is a special-purpose processor, such as, for example, a high-throughput MIC processor, a network or communication processor, compression engine, graphics processor, GPGPU, embedded processor, or the like.
A shared cache (not shown) may be included in either processor 1370, 1380 or outside of both processors, yet connected with the processors via P-P interconnect, such that either or both processors' local cache information may be stored in the shared cache if a processor is placed into a low power mode.
Chipset 1390 may be coupled to a first interconnect 1316 via an interface 1396. In some embodiments, first interconnect 1316 may be a Peripheral Component Interconnect (PCI) interconnect, or an interconnect such as a PCI Express interconnect or another I/O interconnect. In some embodiments, one of the interconnects couples to a power control unit (PCU) 1317, which may include circuitry, software, and/or firmware to perform power management operations with regard to the processors 1370, 1380 and/or co-processor 1338. PCU 1317 provides control information to a voltage regulator to cause the voltage regulator to generate the appropriate regulated voltage. PCU 1317 also provides control information to control the operating voltage generated. In various embodiments, PCU 1317 may include a variety of power management logic units (circuitry) to perform hardware-based power management. Such power management may be wholly processor controlled (e.g., by various processor hardware, and which may be triggered by workload and/or power, thermal or other processor constraints) and/or the power management may be performed responsive to external sources (such as a platform or power management source or system software).
PCU 1317 is illustrated as being present as logic separate from the processor 1370 and/or processor 1380. In other cases, PCU 1317 may execute on a given one or more of cores (not shown) of processor 1370 or 1380. In some cases, PCU 1317 may be implemented as a microcontroller (dedicated or general-purpose) or other control logic configured to execute its own dedicated power management code, sometimes referred to as P-code. In yet other embodiments, power management operations to be performed by PCU 1317 may be implemented externally to a processor, such as by way of a separate power management integrated circuit (PMIC) or another component external to the processor. In yet other embodiments, power management operations to be performed by PCU 1317 may be implemented within BIOS or other system software.
Various I/O devices 1314 may be coupled to first interconnect 1316, along with an interconnect (bus) bridge 1318 which couples first interconnect 1316 to a second interconnect 1320. In some embodiments, one or more additional processor(s) 1315, such as coprocessors, high-throughput MIC processors, GPGPU's, accelerators (such as, e.g., graphics accelerators or digital signal processing (DSP) units), field programmable gate arrays (FPGAs), or any other processor, are coupled to first interconnect 1316. In some embodiments, second interconnect 1320 may be a low pin count (LPC) interconnect. Various devices may be coupled to second interconnect 1320 including, for example, a keyboard and/or mouse 1322, communication devices 1327 and a storage unit circuitry 1328. Storage unit circuitry 1328 may be a disk drive or other mass storage device which may include instructions/code and data 1330, in some embodiments. Further, an audio I/O 1324 may be coupled to second interconnect 1320. Note that other architectures than the point-to-point architecture described above are possible. For example, instead of the point-to-point architecture, a system such as multiprocessor system 1300 may implement a multi-drop interconnect or other such architecture.
Processor cores may be implemented in different ways, for different purposes, and in different processors. For instance, implementations of such cores may include: 1) a general purpose in-order core intended for general-purpose computing; 2) a high performance general purpose out-of-order core intended for general-purpose computing; 3) a special purpose core intended primarily for graphics and/or scientific (throughput) computing. Implementations of different processors may include: 1) a CPU including one or more general purpose in-order cores intended for general-purpose computing and/or one or more general purpose out-of-order cores intended for general-purpose computing; and 2) a coprocessor including one or more special purpose cores intended primarily for graphics and/or scientific (throughput). Such different processors lead to different computer system architectures, which may include: 1) the coprocessor on a separate chip from the CPU; 2) the coprocessor on a separate die in the same package as a CPU; 3) the coprocessor on the same die as a CPU (in which case, such a coprocessor is sometimes referred to as special purpose logic, such as integrated graphics and/or scientific (throughput) logic, or as special purpose cores); and 4) a system on a chip that may include on the same die as the described CPU (sometimes referred to as the application core(s) or application processor(s)), the above described coprocessor, and additional functionality. Exemplary core architectures are described next, followed by descriptions of exemplary processors and computer architectures.
Thus, different implementations of the processor 1400 may include: 1) a CPU with the special purpose logic 1408 being integrated graphics and/or scientific (throughput) logic (which may include one or more cores, not shown), and the cores 1402(A)-(N) being one or more general purpose cores (e.g., general purpose in-order cores, general purpose out-of-order cores, or a combination of the two); 2) a coprocessor with the cores 1402(A)-(N) being a large number of special purpose cores intended primarily for graphics and/or scientific (throughput); and 3) a coprocessor with the cores 1402(A)-(N) being a large number of general purpose in-order cores. Thus, the processor 1400 may be a general-purpose processor, coprocessor or special-purpose processor, such as, for example, a network or communication processor, compression engine, graphics processor, GPGPU (general purpose graphics processing unit circuitry), a high-throughput many integrated core (MIC) coprocessor (including 30 or more cores), embedded processor, or the like. The processor may be implemented on one or more chips. The processor 1400 may be a part of and/or may be implemented on one or more substrates using any of a number of process technologies, such as, for example, BiCMOS, CMOS, or NMOS.
A memory hierarchy includes one or more levels of cache unit(s) circuitry 1404(A)-(N) within the cores 1402(A)-(N), a set of one or more shared cache units circuitry 1406, and external memory (not shown) coupled to the set of integrated memory controller units circuitry 1414. The set of one or more shared cache units circuitry 1406 may include one or more mid-level caches, such as level 2 (L2), level 3 (L3), level 4 (L4), or other levels of cache, such as a last level cache (LLC), and/or combinations thereof. While in some embodiments ring-based interconnect network circuitry 1412 interconnects the special purpose logic 1408 (e.g., integrated graphics logic), the set of shared cache units circuitry 1406, and the system agent unit circuitry 1410, alternative embodiments use any number of well-known techniques for interconnecting such units. In some embodiments, coherency is maintained between one or more of the shared cache units circuitry 1406 and cores 1402(A)-(N).
In some embodiments, one or more of the cores 1402(A)-(N) are capable of multi-threading. The system agent unit circuitry 1410 includes those components coordinating and operating cores 1402(A)-(N). The system agent unit circuitry 1410 may include, for example, power control unit (PCU) circuitry and/or display unit circuitry (not shown). The PCU may be or may include logic and components needed for regulating the power state of the cores 1402(A)-(N) and/or the special purpose logic 1408 (e.g., integrated graphics logic). The display unit circuitry is for driving one or more externally connected displays.
The cores 1402(A)-(N) may be homogenous or heterogeneous in terms of architecture instruction set; that is, two or more of the cores 1402(A)-(N) may be capable of executing the same instruction set, while other cores may be capable of executing only a subset of that instruction set or a different instruction set.
In
By way of example, the exemplary register renaming, out-of-order issue/execution core architecture may implement the pipeline 1500 as follows: 1) the instruction fetch 1538 performs the fetch and length decoding stages 1502 and 1504; 2) the decode unit circuitry 1540 performs the decode stage 1506; 3) the rename/allocator unit circuitry 1552 performs the allocation stage 1508 and renaming stage 1510; 4) the scheduler unit(s) circuitry 1556 performs the schedule stage 1512; 5) the physical register file(s) unit(s) circuitry 1558 and the memory unit circuitry 1570 perform the register read/memory read stage 1514; the execution cluster 1560 perform the execute stage 1516; 6) the memory unit circuitry 1570 and the physical register file(s) unit(s) circuitry 1558 perform the write back/memory write stage 1518; 7) various units (unit circuitry) may be involved in the exception handling stage 1522; and 8) the retirement unit circuitry 1554 and the physical register file(s) unit(s) circuitry 1558 perform the commit stage 1524.
The front end unit circuitry 1530 may include branch prediction unit circuitry 1532 coupled to an instruction cache unit circuitry 1534, which is coupled to an instruction translation lookaside buffer (TLB) 1536, which is coupled to instruction fetch unit circuitry 1538, which is coupled to decode unit circuitry 1540. In one embodiment, the instruction cache unit circuitry 1534 is included in the memory unit circuitry 1570 rather than the front-end unit circuitry 1530. The decode unit circuitry 1540 (or decoder) may decode instructions, and generate as an output one or more micro-operations, micro-code entry points, microinstructions, other instructions, or other control signals, which are decoded from, or which otherwise reflect, or are derived from, the original instructions. The decode unit circuitry 1540 may further include an address generation unit circuitry (AGU, not shown). In one embodiment, the AGU generates an LSU address using forwarded register ports, and may further perform branch forwarding (e.g., immediate offset branch forwarding, LR register branch forwarding, etc.). The decode unit circuitry 1540 may be implemented using various different mechanisms. Examples of suitable mechanisms include, but are not limited to, look-up tables, hardware implementations, programmable logic arrays (PLAs), microcode read only memories (ROMs), etc. In one embodiment, the core 1590 includes a microcode ROM (not shown) or other medium that stores microcode for certain macroinstructions (e.g., in decode unit circuitry 1540 or otherwise within the front end unit circuitry 1530). In one embodiment, the decode unit circuitry 1540 includes a micro-operation (micro-op) or operation cache (not shown) to hold/cache decoded operations, micro-tags, or micro-operations generated during the decode or other stages of the processor pipeline 1500. The decode unit circuitry 1540 may be coupled to rename/allocator unit circuitry 1552 in the execution engine unit circuitry 1550.
The execution engine circuitry 1550 includes the rename/allocator unit circuitry 1552 coupled to a retirement unit circuitry 1554 and a set of one or more scheduler(s) circuitry 1556. The scheduler(s) circuitry 1556 represents any number of different schedulers, including reservations stations, central instruction window, etc. In some embodiments, the scheduler(s) circuitry 1556 can include arithmetic logic unit (ALU) scheduler/scheduling circuitry, ALU queues, arithmetic generation unit (AGU) scheduler/scheduling circuitry, AGU queues, etc. The scheduler(s) circuitry 1556 is coupled to the physical register file(s) circuitry 1558. Each of the physical register file(s) circuitry 1558 represents one or more physical register files, different ones of which store one or more different data types, such as scalar integer, scalar floating-point, packed integer, packed floating-point, vector integer, vector floating-point, status (e.g., an instruction pointer that is the address of the next instruction to be executed), etc. In one embodiment, the physical register file(s) unit circuitry 1558 includes vector registers unit circuitry, writemask registers unit circuitry, and scalar register unit circuitry. These register units may provide architectural vector registers, vector mask registers, general-purpose registers, etc. The physical register file(s) unit(s) circuitry 1558 is overlapped by the retirement unit circuitry 1554 (also known as a retire queue or a retirement queue) to illustrate various ways in which register renaming and out-of-order execution may be implemented (e.g., using a reorder buffer(s) (ROB(s)) and a retirement register file(s); using a future file(s), a history buffer(s), and a retirement register file(s); using a register maps and a pool of registers; etc.). The retirement unit circuitry 1554 and the physical register file(s) circuitry 1558 are coupled to the execution cluster(s) 1560. The execution cluster(s) 1560 includes a set of one or more execution units circuitry 1562 and a set of one or more memory access circuitry 1564. The execution units circuitry 1562 may perform various arithmetic, logic, floating-point or other types of operations (e.g., shifts, addition, subtraction, multiplication) and on various types of data (e.g., scalar floating-point, packed integer, packed floating-point, vector integer, vector floating-point). While some embodiments may include a number of execution units or execution unit circuitry dedicated to specific functions or sets of functions, other embodiments may include only one execution unit circuitry or multiple execution units/execution unit circuitry that all perform all functions. The scheduler(s) circuitry 1556, physical register file(s) unit(s) circuitry 1558, and execution cluster(s) 1560 are shown as being possibly plural because certain embodiments create separate pipelines for certain types of data/operations (e.g., a scalar integer pipeline, a scalar floating-point/packed integer/packed floating-point/vector integer/vector floating-point pipeline, and/or a memory access pipeline that each have their own scheduler circuitry, physical register file(s) unit circuitry, and/or execution cluster—and in the case of a separate memory access pipeline, certain embodiments are implemented in which only the execution cluster of this pipeline has the memory access unit(s) circuitry 1564). It should also be understood that where separate pipelines are used, one or more of these pipelines may be out-of-order issue/execution and the rest in-order.
In some embodiments, the execution engine unit circuitry 1550 may perform load store unit (LSU) address/data pipelining to an Advanced Microcontroller Bus (AHB) interface (not shown), and address phase and writeback, data phase load, store, and branches.
The set of memory access circuitry 1564 is coupled to the memory unit circuitry 1570, which includes data TLB unit circuitry 1572 coupled to a data cache circuitry 1574 coupled to a level 2 (L2) cache circuitry 1576. In one exemplary embodiment, the memory access units circuitry 1564 may include a load unit circuitry, a store address unit circuit, and a store data unit circuitry, each of which is coupled to the data TLB circuitry 1572 in the memory unit circuitry 1570. The instruction cache circuitry 1534 is further coupled to a level 2 (L2) cache unit circuitry 1576 in the memory unit circuitry 1570. In one embodiment, the instruction cache 1534 and the data cache 1574 are combined into a single instruction and data cache (not shown) in L2 cache unit circuitry 1576, a level 3 (L3) cache unit circuitry (not shown), and/or main memory. The L2 cache unit circuitry 1576 is coupled to one or more other levels of cache and eventually to a main memory.
The core 1590 may support one or more instructions sets (e.g., the x86 instruction set (with some extensions that have been added with newer versions); the MIPS instruction set; the ARM instruction set (with optional additional extensions such as NEON)), including the instruction(s) described herein. In one embodiment, the core 1590 includes logic to support a packed data instruction set extension (e.g., AVX1, AVX2), thereby allowing the operations used by many multimedia applications to be performed using packed data.
In some embodiments, the register architecture 1700 includes writemask/predicate registers 1715. For example, in some embodiments, there are 8 writemask/predicate registers (sometimes called k0 through k7) that are each 16-bit, 32-bit, 64-bit, or 128-bit in size. Writemask/predicate registers 1715 may allow for merging (e.g., allowing any set of elements in the destination to be protected from updates during the execution of any operation) and/or zeroing (e.g., zeroing vector masks allow any set of elements in the destination to be zeroed during the execution of any operation). In some embodiments, each data element position in a given writemask/predicate register 1715 corresponds to a data element position of the destination. In other embodiments, the writemask/predicate registers 1715 are scalable and consists of a set number of enable bits for a given vector element (e.g., 8 enable bits per 64-bit vector element).
The register architecture 1700 includes a plurality of general-purpose registers 1725. These registers may be 16-bit, 32-bit, 64-bit, etc. and can be used for scalar operations. In some embodiments, these registers are referenced by the names RAX, RBX, RCX, RDX, RBP, RSI, RDI, RSP, and R8 through R15.
In some embodiments, the register architecture 1700 includes scalar floating-point register 1745 which is used for scalar floating-point operations on 32/64/80-bit floating-point data using the x87 instruction set extension or as MMX registers to perform operations on 64-bit packed integer data, as well as to hold operands for some operations performed between the MMX and XMM registers.
One or more flag registers 1740 (e.g., EFLAGS, RFLAGS, etc.) store status and control information for arithmetic, compare, and system operations. For example, the one or more flag registers 1740 may store condition code information such as carry, parity, auxiliary carry, zero, sign, and overflow. In some embodiments, the one or more flag registers 1740 are called program status and control registers.
Segment registers 1720 contain segment points for use in accessing memory. In some embodiments, these registers are referenced by the names CS, DS, SS, ES, FS, and GS.
Machine specific registers (MSRs) 1735 control and report on processor performance. Most MSRs 1735 handle system-related functions and are not accessible to an application program. Machine check registers 1760 consist of control, status, and error reporting MSRs that are used to detect and report on hardware errors.
One or more instruction pointer register(s) 1730 store an instruction pointer value. Control register(s) 1755 (e.g., CR0-CR4) determine the operating mode of a processor (e.g., processor 1370, 1380, 1338, 1315, and/or 1400) and the characteristics of a currently executing task. Debug registers 1750 control and allow for the monitoring of a processor or core's debugging operations.
Memory management registers 1765 specify the locations of data structures used in protected mode memory management. These registers may include a GDTR, IDRT, task register, and a LDTR register.
Alternative embodiments of the invention may use wider or narrower registers. Additionally, alternative embodiments of the invention may use more, less, or different register files and registers.
An instruction set architecture (ISA) may include one or more instruction formats. A given instruction format may define various fields (e.g., number of bits, location of bits) to specify, among other things, the operation to be performed (e.g., opcode) and the operand(s) on which that operation is to be performed and/or other data field(s) (e.g., mask). Some instruction formats are further broken down though the definition of instruction templates (or sub-formats). For example, the instruction templates of a given instruction format may be defined to have different subsets of the instruction format's fields (the included fields are typically in the same order, but at least some have different bit positions because there are less fields included) and/or defined to have a given field interpreted differently. Thus, each instruction of an ISA is expressed using a given instruction format (and, if defined, in a given one of the instruction templates of that instruction format) and includes fields for specifying the operation and the operands. For example, an exemplary ADD instruction has a specific opcode and an instruction format that includes an opcode field to specify that opcode and operand fields to select operands (source1/destination and source2); and an occurrence of this ADD instruction in an instruction stream will have specific contents in the operand fields that select specific operands.
Embodiments of the instruction(s) described herein may be embodied in different formats. Additionally, exemplary systems, architectures, and pipelines are detailed below. Embodiments of the instruction(s) may be executed on such systems, architectures, and pipelines, but are not limited to those detailed.
The prefix(es) field(s) 1801, when used, modifies an instruction. In some embodiments, one or more prefixes are used to repeat string instructions (e.g., 0xF0, 0xF2, 0xF3, etc.), to provide section overrides (e.g., 0x2E, 0x36, 0x3E, 0x26, 0x64, 0x65, 0x2E, 0x3E, etc.), to perform bus lock operations, and/or to change operand (e.g., 0x66) and address sizes (e.g., 0x67). Certain instructions require a mandatory prefix (e.g., 0x66, 0xF2, 0xF3, etc.). Certain of these prefixes may be considered “legacy” prefixes. Other prefixes, one or more examples of which are detailed herein, indicate, and/or provide further capability, such as specifying particular registers, etc. The other prefixes typically follow the “legacy” prefixes.
The opcode field 1803 is used to at least partially define the operation to be performed upon a decoding of the instruction. In some embodiments, a primary opcode encoded in the opcode field 1803 is 1, 2, or 3 bytes in length. In other embodiments, a primary opcode can be a different length. An additional 3-bit opcode field is sometimes encoded in another field.
The addressing field 1805 is used to address one or more operands of the instruction, such as a location in memory or one or more registers.
The content of the MOD field 1942 distinguishes between memory access and non-memory access modes. In some embodiments, when the MOD field 1942 has a value of b11, a register-direct addressing mode is utilized, and otherwise register-indirect addressing is used.
The register field 1944 may encode either the destination register operand or a source register operand, or may encode an opcode extension and not be used to encode any instruction operand. The content of register index field 1944, directly or through address generation, specifies the locations of a source or destination operand (either in a register or in memory). In some embodiments, the register field 1944 is supplemented with an additional bit from a prefix (e.g., prefix 1801) to allow for greater addressing.
The R/M field 1946 may be used to encode an instruction operand that references a memory address, or may be used to encode either the destination register operand or a source register operand. Note the R/M field 1946 may be combined with the MOD field 1942 to dictate an addressing mode in some embodiments.
The SIB byte 1904 includes a scale field 1952, an index field 1954, and a base field 1956 to be used in the generation of an address. The scale field 1952 indicates scaling factor. The index field 1954 specifies an index register to use. In some embodiments, the index field 1954 is supplemented with an additional bit from a prefix (e.g., prefix 1801) to allow for greater addressing. The base field 1956 specifies a base register to use. In some embodiments, the base field 1956 is supplemented with an additional bit from a prefix (e.g., prefix 1801) to allow for greater addressing. In practice, the content of the scale field 1952 allows for the scaling of the content of the index field 1954 for memory address generation (e.g., for address generation that uses 2scale*index+base).
Some addressing forms utilize a displacement value to generate a memory address. For example, a memory address may be generated according to 2scale*index+base+displacement, index*scale+displacement, r/m+displacement, instruction pointer (RIP/EIP)+displacement, register+displacement, etc. The displacement may be a 1-byte, 2-byte, 4-byte, etc. value. In some embodiments, a displacement field 1807 provides this value. Additionally, in some embodiments, a displacement factor usage is encoded in the MOD field of the addressing field 1805 that indicates a compressed displacement scheme for which a displacement value is calculated by multiplying disp8 in conjunction with a scaling factor N that is determined based on the vector length, the value of a b bit, and the input element size of the instruction. The displacement value is stored in the displacement field 1807.
In some embodiments, an immediate field 1809 specifies an immediate for the instruction. An immediate may be encoded as a 1-byte value, a 2-byte value, a 4-byte value, etc.
Instructions using the first prefix 1801(A) may specify up to three registers using 3-bit fields depending on the format: 1) using the reg field 1944 and the R/M field 1946 of the Mod R/M byte 1902; 2) using the Mod R/M byte 1902 with the SIB byte 1904 including using the reg field 1944 and the base field 1956 and index field 1954; or 3) using the register field of an opcode.
In the first prefix 1801(A), bit positions 7:4 are set as 0100. Bit position 3 (W) can be used to determine the operand size, but may not solely determine operand width. As such, when W=0, the operand size is determined by a code segment descriptor (CS.D) and when W=1, the operand size is 64-bit.
Note that the addition of another bit allows for 16 (24) registers to be addressed, whereas the MOD R/M reg field 1944 and MOD R/M R/M field 1946 alone can each only address 8 registers.
In the first prefix 1801(A), bit position 2 (R) may an extension of the MOD R/M reg field 1944 and may be used to modify the ModR/M reg field 1944 when that field encodes a general purpose register, a 64-bit packed data register (e.g., a SSE register), or a control or debug register. R is ignored when Mod R/M byte 1902 specifies other registers or defines an extended opcode.
Bit position 1 (X) X bit may modify the SIB byte index field 1954.
Bit position B (B) B may modify the base in the Mod R/M R/M field 1946 or the SIB byte base field 1956; or it may modify the opcode register field used for accessing general purpose registers (e.g., general purpose registers 1725).
In some embodiments, the second prefix 1801(B) comes in two forms—a two-byte form and a three-byte form. The two-byte second prefix 1801(B) is used mainly for 128-bit, scalar, and some 256-bit instructions; while the three-byte second prefix 1801(B) provides a compact replacement of the first prefix 1801(A) and 3-byte opcode instructions.
Instructions that use this prefix may use the Mod R/M R/M field 1946 to encode the instruction operand that references a memory address or encode either the destination register operand or a source register operand.
Instructions that use this prefix may use the Mod R/M reg field 1944 to encode either the destination register operand or a source register operand, be treated as an opcode extension and not used to encode any instruction operand.
For instruction syntax that support four operands, vvvv, the Mod R/M R/M field 1946 and the Mod R/M reg field 1944 encode three of the four operands. Bits[7:4] of the immediate 1809 are then used to encode the third source register operand.
Bit[7] of byte 2 2217 is used similar to W of the first prefix 1801(A) including helping to determine promotable operand sizes. Bit[2] is used to dictate the length (L) of the vector (where a value of 0 is a scalar or 128-bit vector and a value of 1 is a 256-bit vector). Bits[1:0] provide opcode extensionality equivalent to some legacy prefixes (e.g., 00=no prefix, 01=66H, 10=F3H, and 11=F2H). Bits[6:3], shown as vvvv, may be used to: 1) encode the first source register operand, specified in inverted (1s complement) form and valid for instructions with 2 or more source operands; 2) encode the destination register operand, specified in 1s complement form for certain vector shifts; or 3) not encode any operand, the field is reserved and should contain a certain value, such as 1111b.
Instructions that use this prefix may use the Mod R/M R/M field 1946 to encode the instruction operand that references a memory address or encode either the destination register operand or a source register operand.
Instructions that use this prefix may use the Mod R/M reg field 1944 to encode either the destination register operand or a source register operand, be treated as an opcode extension and not used to encode any instruction operand.
For instruction syntax that support four operands, vvvv, the Mod R/M R/M field 1946, and the Mod R/M reg field 1944 encode three of the four operands. Bits[7:4] of the immediate 1809 are then used to encode the third source register operand.
The third prefix 1801(C) can encode 32 vector registers (e.g., 128-bit, 256-bit, and 512-bit registers) in 64-bit mode. In some embodiments, instructions that utilize a writemask/opmask (see discussion of registers in a previous figure, such as
The third prefix 1801(C) may encode functionality that is specific to instruction classes (e.g., a packed instruction with “load+op” semantic can support embedded broadcast functionality, a floating-point instruction with rounding semantic can support static rounding functionality, a floating-point instruction with non-rounding arithmetic semantic can support “suppress all exceptions” functionality, etc.).
The first byte of the third prefix 1801(C) is a format field 2311 that has a value, in one example, of 62H. Subsequent bytes are referred to as payload bytes 2315-2319 and collectively form a 24-bit value of P[23:0] providing specific capability in the form of one or more fields (detailed herein).
In some embodiments, P[1:0] of payload byte 2319 are identical to the low two mmmmm bits. P[3:2] are reserved in some embodiments. Bit P[4] (R′) allows access to the high 16 vector register set when combined with P[7] and the ModR/M reg field 1944. P[6] can also provide access to a high 16 vector register when SIB-type addressing is not needed. P[7:5] consist of an R, X, and B which are operand specifier modifier bits for vector register, general purpose register, memory addressing and allow access to the next set of 8 registers beyond the low 8 registers when combined with the ModR/M register field 1944 and ModR/M R/M field 1946. P[9:8] provide opcode extensionality equivalent to some legacy prefixes (e.g., 00=no prefix, 01=66H, 10=F3H, and 11=F2H). P[10] in some embodiments is a fixed value of 1. P[14:11], shown as vvvv, may be used to: 1) encode the first source register operand, specified in inverted (1s complement) form and valid for instructions with 2 or more source operands; 2) encode the destination register operand, specified in 1s complement form for certain vector shifts; or 3) not encode any operand, the field is reserved and should contain a certain value, such as 1111b.
P[15] is similar to W of the first prefix 1801(A) and second prefix 1811(B) and may serve as an opcode extension bit or operand size promotion.
P[18:16] specify the index of a register in the opmask (writemask) registers (e.g., writemask/predicate registers 1715). In one embodiment of the invention, the specific value aaa=000 has a special behavior implying no opmask is used for the particular instruction (this may be implemented in a variety of ways including the use of an opmask hardwired to all ones or hardware that bypasses the masking hardware). When merging, vector masks allow any set of elements in the destination to be protected from updates during the execution of any operation (specified by the base operation and the augmentation operation); in other one embodiment, preserving the old value of each element of the destination where the corresponding mask bit has a 0. In contrast, when zeroing vector masks allow any set of elements in the destination to be zeroed during the execution of any operation (specified by the base operation and the augmentation operation); in one embodiment, an element of the destination is set to 0 when the corresponding mask bit has a 0 value. A subset of this functionality is the ability to control the vector length of the operation being performed (that is, the span of elements being modified, from the first to the last one); however, it is not necessary that the elements that are modified be consecutive. Thus, the opmask field allows for partial vector operations, including loads, stores, arithmetic, logical, etc. While embodiments of the invention are described in which the opmask field's content selects one of a number of opmask registers that contains the opmask to be used (and thus the opmask field's content indirectly identifies that masking to be performed), alternative embodiments instead or additional allow the mask write field's content to directly specify the masking to be performed.
P[19] can be combined with P[14:11] to encode a second source vector register in a non-destructive source syntax which can access an upper 16 vector registers using P[19]. P[20] encodes multiple functionalities, which differs across different classes of instructions and can affect the meaning of the vector length/rounding control specifier field (P[22:21]). P[23] indicates support for merging-writemasking (e.g., when set to 0) or support for zeroing and merging-writemasking (e.g., when set to 1).
Exemplary embodiments of encoding of registers in instructions using the third prefix 1801(C) are detailed in the following tables.
Program code may be applied to input instructions to perform the functions described herein and generate output information. The output information may be applied to one or more output devices, in known fashion. For purposes of this application, a processing system includes any system that has a processor, such as, for example, a digital signal processor (DSP), a microcontroller, an application specific integrated circuit (ASIC), or a microprocessor.
The program code may be implemented in a high-level procedural or object-oriented programming language to communicate with a processing system. The program code may also be implemented in assembly or machine language, if desired. In fact, the mechanisms described herein are not limited in scope to any particular programming language. In any case, the language may be a compiled or interpreted language.
Embodiments of the mechanisms disclosed herein may be implemented in hardware, software, firmware, or a combination of such implementation approaches. Embodiments of the invention may be implemented as computer programs or program code executing on programmable systems comprising at least one processor, a storage system (including volatile and non-volatile memory and/or storage elements), at least one input device, and at least one output device.
One or more aspects of at least one embodiment may be implemented by representative instructions stored on a machine-readable medium which represents various logic within the processor, which when read by a machine causes the machine to fabricate logic to perform the techniques described herein. Such representations, known as “IP cores” may be stored on a tangible, machine readable medium and supplied to various customers or manufacturing facilities to load into the fabrication machines that actually make the logic or processor.
Such machine-readable storage media may include, without limitation, non-transitory, tangible arrangements of articles manufactured or formed by a machine or device, including storage media such as hard disks, any other type of disk including floppy disks, optical disks, compact disk read-only memories (CD-ROMs), compact disk rewritables (CD-RWs), and magneto-optical disks, semiconductor devices such as read-only memories (ROMs), random access memories (RAMs) such as dynamic random access memories (DRAMs), static random access memories (SRAMs), erasable programmable read-only memories (EPROMs), flash memories, electrically erasable programmable read-only memories (EEPROMs), phase change memory (PCM), magnetic or optical cards, or any other type of media suitable for storing electronic instructions.
Accordingly, embodiments of the invention also include non-transitory, tangible machine-readable media containing instructions or containing design data, such as Hardware Description Language (HDL), which defines structures, circuits, apparatuses, processors and/or system features described herein. Such embodiments may also be referred to as program products.
In some cases, an instruction converter may be used to convert an instruction from a source instruction set to a target instruction set. For example, the instruction converter may translate (e.g., using static binary translation, dynamic binary translation including dynamic compilation), morph, emulate, or otherwise convert an instruction to one or more other instructions to be processed by the core. The instruction converter may be implemented in software, hardware, firmware, or a combination thereof. The instruction converter may be on processor, off processor, or part on and part off processor.
References to “one embodiment,” “an embodiment,” “an example embodiment,” etc., indicate that the embodiment described may include a particular feature, structure, or characteristic, but every embodiment may not necessarily include the particular feature, structure, or characteristic. Moreover, such phrases are not necessarily referring to the same embodiment. Further, when a particular feature, structure, or characteristic is described in connection with an embodiment, it is submitted that it is within the knowledge of one skilled in the art to affect such feature, structure, or characteristic in connection with other embodiments whether or not explicitly described.
Moreover, in the various embodiments described above, unless specifically noted otherwise, disjunctive language such as the phrase “at least one of A, B, or C” is intended to be understood to mean either A, B, or C, or any combination thereof (e.g., A, B, and/or C). As such, disjunctive language is not intended to, nor should it be understood to, imply that a given embodiment requires at least one of A, at least one of B, or at least one of C to each be present.
Exemplary support for operations involving packed BF16 data elements include, but are not limited to:
1. An apparatus comprising:
decode circuitry to decode an instance of a single instruction, the single instruction to include fields for an opcode, an identification of a location of a packed data source operand, an indication of one or more classification checks to perform, and an identification of a packed data destination operand, wherein the opcode is to indicate that execution circuitry is to perform, for each data element position of the packed data source operand, a classification according to the indicated one or more classification checks and store a result of the classification in a corresponding data element position of the destination operand; and
the execution circuitry to execute the decoded instruction according to the opcode.
2. The apparatus of example 1, wherein the field for the identification of the first source operand is to identify a vector register.
3. The apparatus of example 1, wherein the field for the identification of the first source operand is to identify a memory location.
4. The apparatus of any of examples 1-3, wherein the one or more classification checks is one or more of quiet non-a-number (QNAN), signaling not-a-number (SNAN), positive zero, negative zero, positive infinity, negative infinity, denormal, or finite negative.
5. The apparatus of any of examples 1-3, wherein the of one or more classification checks to perform is to be provided by an immediate.
6. The apparatus of any of examples 1-3, wherein the of one or more classification checks to perform is to be provided by an identified register.
7. The apparatus of any of examples 1-3, wherein the instruction is to further include one or more fields for a writemask register.
8. A system comprising:
memory to store an instance of a single instruction;
decode circuitry to decode the instance of the single instruction, the single instruction to include fields for an opcode, an identification of a location of a packed data source operand, an indication of one or more classification checks to perform, and an identification of a packed data destination operand, wherein the opcode is to indicate that execution circuitry is to perform, for each data element position of the packed data source operand, a classification according to the indicated one or more classification checks and store a result of the classification in a corresponding data element position of the destination operand; and
the execution circuitry to execute the decoded instruction according to the opcode.
9. The system of example 8, wherein the field for the identification of the first source operand is to identify a vector register.
10. The system of example 8, wherein the field for the identification of the first source operand is to identify a memory location.
11. The system of any of examples 8-10, wherein the one or more classification checks is one or more of quiet non-a-number (QNAN), signaling not-a-number (SNAN), positive zero, negative zero, positive infinity, negative infinity, denormal, or finite negative.
12. The system of any of examples 8-10, wherein the of one or more classification checks to perform is to be provided by an immediate.
13. The system of any of examples 8-10, wherein the instruction is to further include one or more fields for a writemask register.
14. The system of any of examples 8-10, wherein the of one or more classification checks to perform is to be provided by an identified register.
15. A non-transitory machine-readable medium storing at least an instance of a particular single instruction, wherein the instance of the particular single instruction is to be processed by a processor by performing a method comprising:
decoding the instance of the single instruction, the single instruction to include fields for an opcode, an identification of a location of a packed data source operand, an indication of one or more classification checks to perform, and an identification of a packed data destination operand, wherein the opcode is to indicate that execution circuitry is to perform, for each data element position of the packed data source operand, a classification according to the indicated one or more classification checks and store a result of the classification in a corresponding data element position of the destination operand; and
executing the decoded instruction according to the opcode.
16. The non-transitory machine-readable medium of example 15, wherein the field for the identification of the first source operand is to identify a vector register.
17. The non-transitory machine-readable medium of example 15, wherein the field for the identification of the first source operand is to identify a memory location.
18. The non-transitory machine-readable medium of any of examples 15-17, wherein the one or more classification checks is one or more of quiet non-a-number (QNAN), signaling not-a-number (SNAN), positive zero, negative zero, positive infinity, negative infinity, denormal, or finite negative.
19. The non-transitory machine-readable medium of any of examples 15-17, wherein the of one or more classification checks to perform is to be provided by an immediate.
20. The non-transitory machine-readable medium of any of examples 15-17, wherein the instruction is to further include one or more fields for a writemask register.
21. The non-transitory machine-readable medium of any of examples 15-17, wherein the of one or more classification checks to perform is to be provided by an identified register.
22. A non-transitory machine-readable medium storing at least an instance of a particular single instruction, wherein the instance of the particular single instruction is to be processed by a processor by performing a method comprising:
translating the particular single instruction from a first instruction set architecture to one or more instructions of a second, different instruction set architecture, the particular single instruction to include fields for an opcode, an identification of a location of a packed data source operand, an indication of one or more classification checks to perform, and an identification of a packed data destination operand, wherein the opcode is to indicate that execution circuitry is to perform, for each data element position of the packed data source operand, a classification according to the indicated one or more classification checks and store a result of the classification in a corresponding data element position of the destination operand;
decoding the one or more instructions of a second, different instruction set architecture;
executing the decoded one or more instructions of a second, different instruction set architecture.
23. The non-transitory machine-readable medium of example 22, wherein the field for the identification of the first source operand is to identify a vector register.
24. The non-transitory machine-readable medium of example 22, wherein the field for the identification of the first source operand is to identify a memory location.
25. The non-transitory machine-readable medium of any of examples 22-24, wherein the one or more classification checks is one or more of quiet non-a-number (QNAN), signaling not-a-number (SNAN), positive zero, negative zero, positive infinity, negative infinity, denormal, or finite negative.
26. The non-transitory machine-readable medium of any of examples 22-24, wherein the of one or more classification checks to perform is to be provided by an immediate.
27. The non-transitory machine-readable medium of any of examples 22-24, wherein the instruction is to further include one or more fields for a writemask register.
28. The non-transitory machine-readable medium of any of examples 22-24, wherein the of one or more classification checks to perform is to be provided by an identified register.
29. A method comprising:
translating the particular single instruction from a first instruction set architecture to one or more instructions of a second, different instruction set architecture, the particular single instruction to include fields for an opcode, an identification of a location of a packed data source operand, an indication of one or more classification checks to perform, and an identification of a packed data destination operand, wherein the opcode is to indicate that execution circuitry is to perform, for each data element position of the packed data source operand, a classification according to the indicated one or more classification checks and store a result of the classification in a corresponding data element position of the destination operand;
decoding the one or more instructions of a second, different instruction set architecture;
executing the decoded one or more instructions of a second, different instruction set architecture.
30. The non-transitory machine-readable medium of example 29, wherein the field for the identification of the first source operand is to identify a vector register.
31. The non-transitory machine-readable medium of example 29, wherein the field for the identification of the first source operand is to identify a memory location.
32. The non-transitory machine-readable medium of any of examples 29-31, wherein the one or more classification checks is one or more of quiet non-a-number (QNAN), signaling not-a-number (SNAN), positive zero, negative zero, positive infinity, negative infinity, denormal, or finite negative.
33. The non-transitory machine-readable medium of any of examples 29-31, wherein the of one or more classification checks to perform is to be provided by an immediate.
34. The non-transitory machine-readable medium of any of examples 29-31, wherein the instruction is to further include one or more fields for a writemask register.
35. The non-transitory machine-readable medium of any of examples 29-31, wherein the of one or more classification checks to perform is to be provided by an identified register.
36. A method comprising:
decoding an instruction having fields for an opcode, an identification of a location of a packed data source operand, and an identification of a packed data destination operand, wherein the opcode is to indicate that execution circuitry is to, for each data element position of the packed data source operand, extract a biased exponent from a data element of the data element position as an unbiased signed integer value and convert the unbiased signed integer value into a BF16 value; and
executing the decoded instruction according to the opcode.
37. The method of example 36, further comprising:
translating the instruction to a second ISA, wherein the executing is in the second ISA.
38. An apparatus having circuitry perform the method of examples 36 or 37.
39. A method comprising:
decoding an instruction having fields for an opcode, an identification of a location of a packed data source operand, a sign control, a normalization interval, and an identification of a packed data destination operand, wherein the opcode is to indicate that execution circuitry is to, for each data element position of the packed data source operand, extract a mantissa from a data element of the data element position using the sign control and normalization interval and encode a BF16 value from the extracted mantissa and store the encoded BF16 value into a corresponding data element position of the packed data destination operand; and executing the decoded instruction according to the opcode.
40. The method of example 39, further comprising:
translating the instruction to a second ISA, wherein the executing is in the second ISA.
41. An apparatus having circuitry perform the method of examples 39 or 40.
The specification and drawings are, accordingly, to be regarded in an illustrative rather than a restrictive sense. It will, however, be evident that various modifications and changes may be made thereunto without departing from the broader spirit and scope of the disclosure as set forth in the claims.
