# Simple-V (Parallelism Extension Proposal) Specification * Status: DRAFTv0.2 * Last edited: 17 oct 2018 * Ancillary resource: [[opcodes]] With thanks to: * Allen Baum * Jacob Bachmeyer * Guy Lemurieux * Jacob Lifshay * The RISC-V Founders, without whom this all would not be possible. [[!toc ]] # Summary and Background: Rationale Simple-V is a uniform parallelism API for RISC-V hardware that has several unplanned side-effects including code-size reduction, expansion of HINT space and more. The reason for creating it is to provide a manageable way to turn a pre-existing design into a parallel one, in a step-by-step incremental fashion, allowing the implementor to focus on adding hardware where it is needed and necessary. The primary target is for mobile-class 3D GPUs and VPUs, with secondary goals being to reduce executable size and reduce context-switch latency. Critically: **No new instructions are added**. The parallelism (if any is implemented) is implicitly added by tagging *standard* scalar registers for redirection. When such a tagged register is used in any instruction, it indicates that the PC shall **not** be incremented; instead a loop is activated where *multiple* instructions are issued to the pipeline (as determined by a length CSR), with contiguously incrementing register numbers starting from the tagged register. When the last "element" has been reached, only then is the PC permitted to move on. Thus Simple-V effectively sits (slots) *in between* the instruction decode phase and the ALU(s). The barrier to entry with SV is therefore very low. The minimum compliant implementation is software-emulation (traps), requiring only the CSRs and CSR tables, and that an exception be thrown if an instruction's registers are detected to have been tagged. The looping that would otherwise be done in hardware is thus carried out in software, instead. Whilst much slower, it is "compliant" with the SV specification, and may be suited for implementation in RV32E and also in situations where the implementor wishes to focus on certain aspects of SV, without unnecessary time and resources into the silicon, whilst also conforming strictly with the API. A good area to punt to software would be the polymorphic element width capability for example. Hardware Parallelism, if any, is therefore added at the implementor's discretion to turn what would otherwise be a sequential loop into a parallel one. To emphasise that clearly: Simple-V (SV) is *not*: * A SIMD system * A SIMT system * A Vectorisation Microarchitecture * A microarchitecture of any specific kind * A mandary parallel processor microarchitecture of any kind * A supercomputer extension SV does **not** tell implementors how or even if they should implement parallelism: it is a hardware "API" (Application Programming Interface) that, if implemented, presents a uniform and consistent way to *express* parallelism, at the same time leaving the choice of if, how, how much, when and whether to parallelise operations **entirely to the implementor**. # Basic Operation The principle of SV is as follows: * CSRs indicating which registers are "tagged" as "vectorised" (potentially parallel, depending on the microarchitecture) must be set up * A "Vector Length" CSR is set, indicating the span of any future "parallel" operations. * A **scalar** operation, just after the decode phase and before the execution phase, checks the CSR register tables to see if any of its registers have been marked as "vectorised" * If so, a hardware "macro-unrolling loop" is activated, of length VL, that effectively issues **multiple** identical instructions using contiguous sequentially-incrementing registers. **Whether they be executed sequentially or in parallel or a mixture of both is entirely up to the implementor**. In this way an entire scalar algorithm may be vectorised with the minimum of modification to the hardware and to compiler toolchains. There are **no** new opcodes. # CSRs For U-Mode there are two CSR key-value stores needed to create lookup tables which are used at the register decode phase. * A register CSR key-value table (typically 8 32-bit CSRs of 2 16-bits each) * A predication CSR key-value table (again, 8 32-bit CSRs of 2 16-bits each) * Small U-Mode and S-Mode register and predication CSR key-value tables (2 32-bit CSRs of 2x 16-bit entries each). * An optional "reshaping" CSR key-value table which remaps from a 1D linear shape to 2D or 3D, including full transposition. There are also four additional CSRs for User-Mode: * CFG subsets the CSR tables * MVL (the Maximum Vector Length) * VL (which has different characteristics from standard CSRs) * STATE (useful for saving and restoring during context switch, and for providing fast transitions) There are also three additional CSRs for Supervisor-Mode: * SMVL * SVL * SSTATE And likewise for M-Mode: * MMVL * MVL * MSTATE Both Supervisor and M-Mode have their own (small) CSR register and predication tables of only 4 entries each. ## CFG This CSR may be used to switch between subsets of the CSR Register and Predication Tables: it is kept to 5 bits so that a single CSRRWI instruction can be used. A setting of all ones is reserved to indicate that SimpleV is disabled. | (4..3) | (2...0) | | ------ | ------- | | size | bank | Bank is 3 bits in size, and indicates the starting index of the CSR Register and Predication Table entries that are "enabled". Given that each CSR table row is 16 bits and contains 2 CAM entries each, there are only 8 CSRs to cover in each table, so 8 bits is sufficient. Size is 2 bits. With the exception of when bank == 7 and size == 3, the number of elements enabled is taken by right-shifting 2 by size: | size | elements | | ------ | -------- | | 0 | 2 | | 1 | 4 | | 2 | 8 | | 3 | 16 | Given that there are 2 16-bit CAM entries per CSR table row, this may also be viewed as the number of CSR rows to enable, by raising size to the power of 2. Examples: * When bank = 0 and size = 3, SVREGCFG0 through to SVREGCFG7 are enabled, and SVPREDCFG0 through to SVPREGCFG7 are enabled. * When bank = 1 and size = 3, SVREGCFG1 through to SVREGCFG7 are enabled, and SVPREDCFG1 through to SVPREGCFG7 are enabled. * When bank = 3 and size = 0, SVREGCFG3 and SVPREDCFG3 are enabled. * When bank = 3 and size = 1, SVREGCFG3-4 and SVPREDCFG3-4 are enabled. * When bank = 7 and size = 1, SVREGCFG7 and SVPREDCFG7 are enabled (because there are only 8 32-bit CSRs there does not exist a SVREGCFG8 or SVPREDCFG8 to enable). * When bank = 7 and size = 3, SimpleV is entirely disabled. In this way it is possible to enable and disable SimpleV with a single instruction, and, furthermore, on context-switching the quantity of CSRs to be saved and restored is greatly reduced. ## MAXVECTORLENGTH (MVL) MAXVECTORLENGTH is the same concept as MVL in RVV, except that it is variable length and may be dynamically set. MVL is however limited to the regfile bitwidth XLEN (1-32 for RV32, 1-64 for RV64 and so on). The reason for setting this limit is so that predication registers, when marked as such, may fit into a single register as opposed to fanning out over several registers. This keeps the implementation a little simpler. The other important factor to note is that the actual MVL is **offset by one**, so that it can fit into only 6 bits (for RV64) and still cover a range up to XLEN bits. So, when setting the MVL CSR to 0, this actually means that MVL==1. When setting the MVL CSR to 3, this actually means that MVL==4, and so on. This is expressed more clearly in the "pseudocode" section, where there are subtle differences between CSRRW and CSRRWI. ## Vector Length (VL) VSETVL is slightly different from RVV. Like RVV, VL is set to be within the range 1 <= VL <= MVL (where MVL in turn is limited to 1 <= MVL <= XLEN) VL = rd = MIN(vlen, MVL) where 1 <= MVL <= XLEN However just like MVL it is important to note that the range for VL has subtle design implications, covered in the "CSR pseudocode" section The fixed (specific) setting of VL allows vector LOAD/STORE to be used to switch the entire bank of registers using a single instruction (see Appendix, "Context Switch Example"). The reason for limiting VL to XLEN is down to the fact that predication bits fit into a single register of length XLEN bits. The second change is that when VSETVL is requested to be stored into x0, it is *ignored* silently (VSETVL x0, x5) The third and most important change is that, within the limits set by MVL, the value passed in **must** be set in VL (and in the destination register). This has implication for the microarchitecture, as VL is required to be set (limits from MVL notwithstanding) to the actual value requested. RVV has the option to set VL to an arbitrary value that suits the conditions and the micro-architecture: SV does *not* permit this. The reason is so that if SV is to be used for a context-switch or as a substitute for LOAD/STORE-Multiple, the operation can be done with only 2-3 instructions (setup of the CSRs, VSETVL x0, x0, #{regfilelen-1}, single LD/ST operation). If VL does *not* get set to the register file length when VSETVL is called, then a software-loop would be needed. To avoid this need, VL *must* be set to exactly what is requested (limits notwithstanding). Therefore, in turn, unlike RVV, implementors *must* provide pseudo-parallelism (using sequential loops in hardware) if actual hardware-parallelism in the ALUs is not deployed. A hybrid is also permitted (as used in Broadcom's VideoCore-IV) however this must be *entirely* transparent to the ISA. The fourth change is that VSETVL is implemented as a CSR, where the behaviour of CSRRW (and CSRRWI) must be changed to specifically store the *new* value in the destination register, **not** the old value. Where context-load/save is to be implemented in the usual fashion by using a single CSRRW instruction to obtain the old value, the *secondary* CSR must be used (SVSTATE). This CSR behaves exactly as standard CSRs, and contains more than just VL. One interesting side-effect of using CSRRWI to set VL is that this may be done with a single instruction, useful particularly for a context-load/save. There are however limitations: CSRWWI's immediate is limited to 0-31. ## STATE This is a standard CSR that contains sufficient information for a full context save/restore. It contains (and permits setting of) MVL, VL, CFG, the destination element offset of the current parallel instruction being executed, and, for twin-predication, the source element offset as well. Interestingly it may hypothetically also be used to make the immediately-following instruction to skip a certain number of elements, however the recommended method to do this is predication or using the offset mode of the REMAP CSRs. Setting destoffs and srcoffs is realistically intended for saving state so that exceptions (page faults in particular) may be serviced and the hardware-loop that was being executed at the time of the trap, from user-mode (or Supervisor-mode), may be returned to and continued from where it left off. The reason why this works is because setting User-Mode STATE will not change (not be used) in M-Mode or S-Mode (and is entirely why M-Mode and S-Mode have their own STATE CSRs). The format of the STATE CSR is as follows: | (28..26) | (25..24) | (23..18) | (17..12) | (11..6) | (5...0) | | -------- | -------- | -------- | -------- | ------- | ------- | | size | bank | destoffs | srcoffs | vl | maxvl | When setting this CSR, the following characteristics will be enforced: * **MAXVL** will be truncated (after offset) to be within the range 1 to XLEN * **VL** will be truncated (after offset) to be within the range 1 to MAXVL * **srcoffs** will be truncated to be within the range 0 to VL-1 * **destoffs** will be truncated to be within the range 0 to VL-1 ## MVL, VL and CSR Pseudocode The pseudo-code for get and set of VL and MVL are as follows: set_mvl_csr(value, rd): regs[rd] = MVL MVL = MIN(value, MVL) get_mvl_csr(rd): regs[rd] = VL set_vl_csr(value, rd): VL = MIN(value, MVL) regs[rd] = VL # yes returning the new value NOT the old CSR get_vl_csr(rd): regs[rd] = VL Note that where setting MVL behaves as a normal CSR, unlike standard CSR behaviour, setting VL will return the **new** value of VL **not** the old one. For CSRRWI, the range of the immediate is restricted to 5 bits. In order to maximise the effectiveness, an immediate of 0 is used to set VL=1, an immediate of 1 is used to set VL=2 and so on: CSRRWI_Set_MVL(value): set_mvl_csr(value+1, x0) CSRRWI_Set_VL(value): set_vl_csr(value+1, x0) However for CSRRW the following pseudocide is used for MVL and VL, where setting the value to zero will cause an exception to be raised. The reason is that if VL or MVL are set to zero, the STATE CSR is not capable of returning that value. CSRRW_Set_MVL(rs1, rd): value = regs[rs1] if value == 0: raise Exception set_mvl_csr(value, rd) CSRRW_Set_VL(rs1, rd): value = regs[rs1] if value == 0: raise Exception set_vl_csr(value, rd) In this way, when CSRRW is utilised with a loop variable, the value that goes into VL (and into the destination register) may be used in an instruction-minimal fashion: CSRvect1 = {type: F, key: a3, val: a3, elwidth: dflt} CSRvect2 = {type: F, key: a7, val: a7, elwidth: dflt} CSRRWI MVL, 3 # sets MVL == **4** (not 3) j zerotest # in case loop counter a0 already 0 loop: CSRRW VL, t0, a0 # vl = t0 = min(mvl, a0) ld a3, a1 # load 4 registers a3-6 from x slli t1, t0, 3 # t1 = vl * 8 (in bytes) ld a7, a2 # load 4 registers a7-10 from y add a1, a1, t1 # increment pointer to x by vl*8 fmadd a7, a3, fa0, a7 # v1 += v0 * fa0 (y = a * x + y) sub a0, a0, t0 # n -= vl (t0) st a7, a2 # store 4 registers a7-10 to y add a2, a2, t1 # increment pointer to y by vl*8 zerotest: bnez a0, loop # repeat if n != 0 With the STATE CSR, just like with CSRRWI, in order to maximise the utilisation of the limited bitspace, "000000" in binary represents VL==1, "00001" represents VL==2 and so on (likewise for MVL): CSRRW_Set_SV_STATE(rs1, rd): value = regs[rs1] get_state_csr(rd) MVL = set_mvl_csr(value[11:6]+1) VL = set_vl_csr(value[5:0]+1) CFG = value[28:24]>>24 destoffs = value[23:18]>>18 srcoffs = value[23:18]>>12 get_state_csr(rd): regs[rd] = (MVL-1) | (VL-1)<<6 | (srcoffs)<<12 | (destoffs)<<18 | (CFG)<<24 return regs[rd] In both cases, whilst CSR read of VL and MVL return the exact values of VL and MVL respectively, reading and writing the STATE CSR returns those values **minus one**. This is absolutely critical to implement if the STATE CSR is to be used for fast context-switching. ## Register CSR key-value (CAM) table The purpose of the Register CSR table is four-fold: * To mark integer and floating-point registers as requiring "redirection" if it is ever used as a source or destination in any given operation. This involves a level of indirection through a 5-to-7-bit lookup table, such that **unmodified** operands with 5 bit (3 for Compressed) may access up to **64** registers. * To indicate whether, after redirection through the lookup table, the register is a vector (or remains a scalar). * To over-ride the implicit or explicit bitwidth that the operation would normally give the register. | RgCSR | | 15 | (14..8) | 7 | (6..5) | (4..0) | | ----- | | - | - | - | ------ | ------- | | 0 | | isvec0 | regidx0 | i/f | vew0 | regkey | | 1 | | isvec1 | regidx1 | i/f | vew1 | regkey | | .. | | isvec.. | regidx.. | i/f | vew.. | regkey | | 15 | | isvec15 | regidx15 | i/f | vew15 | regkey | i/f is set to "1" to indicate that the redirection/tag entry is to be applied to integer registers; 0 indicates that it is relevant to floating-point registers. vew has the following meanings, indicating that the instruction's operand size is "over-ridden" in a polymorphic fashion: | vew | bitwidth | | --- | ---------- | | 00 | default | | 01 | default/2 | | 10 | default\*2 | | 11 | 8 | As the above table is a CAM (key-value store) it may be appropriate (faster, implementation-wise) to expand it as follows: struct vectorised fp_vec[32], int_vec[32]; for (i = 0; i < 16; i++) // 16 CSRs? tb = int_vec if CSRvec[i].type == 0 else fp_vec idx = CSRvec[i].regkey // INT/FP src/dst reg in opcode tb[idx].elwidth = CSRvec[i].elwidth tb[idx].regidx = CSRvec[i].regidx // indirection tb[idx].isvector = CSRvec[i].isvector // 0=scalar tb[idx].packed = CSRvec[i].packed // SIMD or not The actual size of the CSR Register table depends on the platform and on whether other Extensions are present (RV64G, RV32E, etc.). For details see "Subsets" section. 16-bit CSR Register CAM entries are mapped directly into 32-bit on any RV32-based system, however RV64 (XLEN=64) and RV128 (XLEN=128) are slightly different: the 16-bit entries appear (and can be set) multiple times, in an overlapping fashion. Here is the table for RV64: | CSR# | 63..48 | 47..32 | 31..16 | 15..0 | | 0x4c0 | RgCSR3 | RgCSR2 | RgCSR1 | RgCSR0 | | 0x4c1 | RgCSR5 | RgCSR4 | RgCSR3 | RgCSR2 | | 0x4c2 | ... | ... | ... | ... | | 0x4c1 | RgCSR15 | RgCSR14 | RgCSR13 | RgCSR12 | | 0x4c8 | n/a | n/a | RgCSR15 | RgCSR4 | The rules for writing to these CSRs are that any entries above the ones being set will be automatically wiped (to zero), so to fill several entries they must be written in a sequentially increasing manner. This functionality was in an early draft of RVV and it means that, firstly, compilers do not have to spend time zero-ing out CSRs unnecessarily, and secondly, that on context-switching (and function calls) the number of CSRs that may need saving is implicitly known. The reason for the overlapping entries is that in the worst-case on an RV64 system, only 4 64-bit CSR reads/writes are required for a full context-switch (and an RV128 system, only 2 128-bit CSR reads/writes). -- TODO: move elsewhere # TODO: use elsewhere (retire for now) vew = CSRbitwidth[rs1] if (vew == 0) bytesperreg = (XLEN/8) # or FLEN as appropriate elif (vew == 1) bytesperreg = (XLEN/4) # or FLEN/2 as appropriate else: bytesperreg = bytestable[vew] # 8 or 16 simdmult = (XLEN/8) / bytesperreg # or FLEN as appropriate vlen = CSRvectorlen[rs1] * simdmult CSRvlength = MIN(MIN(vlen, MAXVECTORLENGTH), rs2) The reason for multiplying the vector length by the number of SIMD elements (in each individual register) is so that each SIMD element may optionally be predicated. An example of how to subdivide the register file when bitwidth != default is given in the section "Bitwidth Virtual Register Reordering". ## Predication CSR TODO: update CSR tables, now 7-bit for regidx The Predication CSR is a key-value store indicating whether, if a given destination register (integer or floating-point) is referred to in an instruction, it is to be predicated. Tt is particularly important to note that the *actual* register used can be *different* from the one that is in the instruction, due to the redirection through the lookup table. * regidx is the actual register that in combination with the i/f flag, if that integer or floating-point register is referred to, results in the lookup table being referenced to find the predication mask to use on the operation in which that (regidx) register has been used * predidx (in combination with the bank bit in the future) is the *actual* register to be used for the predication mask. Note: in effect predidx is actually a 6-bit register address, as the bank bit is the MSB (and is nominally set to zero for now). * inv indicates that the predication mask bits are to be inverted prior to use *without* actually modifying the contents of the register itself. * zeroing is either 1 or 0, and if set to 1, the operation must place zeros in any element position where the predication mask is set to zero. If zeroing is set to 0, unpredicated elements *must* be left alone. Some microarchitectures may choose to interpret this as skipping the operation entirely. Others which wish to stick more closely to a SIMD architecture may choose instead to interpret unpredicated elements as an internal "copy element" operation (which would be necessary in SIMD microarchitectures that perform register-renaming) * "packed" indicates if the register is to be interpreted as SIMD i.e. containing multiple contiguous elements of size equal to "bitwidth". (Note: in earlier drafts this was in the Register CSR table. However after extending to 7 bits there was not enough space. To use "unpredicated" packed SIMD, set the predicate to x0 and set "invert". This has the effect of setting a predicate of all 1s) | PrCSR | 13 | 12 | 11 | 10 | (9..5) | (4..0) | | ----- | - | - | - | - | ------- | ------- | | 0 | bank0 | zero0 | inv0 | i/f | regidx | predkey | | 1 | bank1 | zero1 | inv1 | i/f | regidx | predkey | | .. | bank.. | zero.. | inv.. | i/f | regidx | predkey | | 15 | bank15 | zero15 | inv15 | i/f | regidx | predkey | The Predication CSR Table is a key-value store, so implementation-wise it will be faster to turn the table around (maintain topologically equivalent state): struct pred { bool zero; bool inv; bool enabled; int predidx; // redirection: actual int register to use } struct pred fp_pred_reg[32]; // 64 in future (bank=1) struct pred int_pred_reg[32]; // 64 in future (bank=1) for (i = 0; i < 16; i++) tb = int_pred_reg if CSRpred[i].type == 0 else fp_pred_reg; idx = CSRpred[i].regidx tb[idx].zero = CSRpred[i].zero tb[idx].inv = CSRpred[i].inv tb[idx].predidx = CSRpred[i].predidx tb[idx].enabled = true So when an operation is to be predicated, it is the internal state that is used. In Section 6.4.2 of Hwacha's Manual (EECS-2015-262) the following pseudo-code for operations is given, where p is the explicit (direct) reference to the predication register to be used: for (int i=0; i Branch operations use standard RV opcodes that are reinterpreted to be "predicate variants" in the instance where either of the two src registers are marked as vectors (active=1, vector=1). Note that he predication register to use (if one is enabled) is taken from the *first* src register. The target (destination) predication register to use (if one is enabled) is taken from the *second* src register. If either of src1 or src2 are scalars (whether by there being no CSR register entry or whether by the CSR entry specifically marking the register as "scalar") the comparison goes ahead as vector-scalar or scalar-vector. In instances where no vectorisation is detected on either src registers the operation is treated as an absolutely standard scalar branch operation. Where vectorisation is present on either or both src registers, the branch may stil go ahead if any only if *all* tests succeed (i.e. excluding those tests that are predicated out). Note that just as with the standard (scalar, non-predicated) branch operations, BLE, BGT, BLEU and BTGU may be synthesised by inverting src1 and src2. In Hwacha EECS-2015-262 Section 6.7.2 the following pseudocode is given for predicated compare operations of function "cmp": for (int i=0; i There is no MV instruction in RV however there is a C.MV instruction. It is used for copying integer-to-integer registers (vectorised FMV is used for copying floating-point). If either the source or the destination register are marked as vectors C.MV is reinterpreted to be a vectorised (multi-register) predicated move operation. The actual instruction's format does not change: [[!table data=""" 15 12 | 11 7 | 6 2 | 1 0 | funct4 | rd | rs | op | 4 | 5 | 5 | 2 | C.MV | dest | src | C0 | """]] A simplified version of the pseudocode for this operation is as follows: function op_mv(rd, rs) # MV not VMV!  rd = int_csr[rd].active ? int_csr[rd].regidx : rd;  rs = int_csr[rs].active ? int_csr[rs].regidx : rs;  ps = get_pred_val(FALSE, rs); # predication on src  pd = get_pred_val(FALSE, rd); # ... AND on dest  for (int i = 0, int j = 0; i < VL && j < VL;): if (int_csr[rs].isvec) while (!(ps & 1< An earlier draft of SV modified the behaviour of LOAD/STORE. This actually undermined the fundamental principle of SV, namely that there be no modifications to the scalar behaviour (except where absolutely necessary), in order to simplify an implementor's task if considering converting a pre-existing scalar design to support parallelism. So the original RISC-V scalar LOAD/STORE and LOAD-FP/STORE-FP functionality do not change in SV, however just as with C.MV it is important to note that dual-predication is possible. Using the template outlined in the section "Vectorised dual-op instructions", the pseudo-code covering scalar-scalar, scalar-vector, vector-scalar and vector-vector applies, where SCALAR\_OPERATION is as follows, exactly as for a standard scalar RV LOAD operation: srcbase = ireg[rs+i]; return mem[srcbase + imm]; Whilst LOAD and STORE remain as-is when compared to their scalar counterparts, the incrementing on the source register (for LOAD) means that pointers-to-structures can be easily implemented, and if contiguous offsets are required, those pointers (the contents of the contiguous source registers) may simply be set up to point to contiguous locations. ## Compressed Stack LOAD / STORE Instructions C.LWSP / C.SWSP and floating-point etc. are also source-dest twin-predicated, where it is implicit in C.LWSP/FLWSP that x2 is the source register. It is therefore possible to use predicated C.LWSP to efficiently pop registers off the stack (by predicating x2 as the source), cherry-picking which registers to store to (by predicating the destination). Likewise for C.SWSP. In this way, LOAD/STORE-Multiple is efficiently achieved. However, to do so, the behaviour of C.LWSP/C.SWSP needs to be slightly different: where x2 is marked as vectorised, instead of incrementing the register on each loop (x2, x3, x4...), instead it is the *immediate* that must be incremented. Pseudo-code follows: function lwsp(rd, rs):  rd = int_csr[rd].active ? int_csr[rd].regidx : rd;  rs = x2 # effectively no redirection on x2.  ps = get_pred_val(FALSE, rs); # predication on src  pd = get_pred_val(FALSE, rd); # ... AND on dest  for (int i = 0, int j = 0; i < VL && j < VL;): if (int_csr[rs].isvec) while (!(ps & 1< Element bitwidth is best covered as its own special section, as it is quite involved and applies uniformly across-the-board. SV restricts bitwidth polymorphism to default, default/2, default\*2 and 8-bit (whilst this seems limiting, the justification is covered in a later sub-section). The effect of setting an element bitwidth is to re-cast each entry in the register table, and for all memory operations involving load/stores of certain specific sizes, to a completely different width. Thus In c-style terms, on an RV64 architecture, effectively each register now looks like this: typedef union { uint8_t b[8]; uint16_t s[4]; uint32_t i[2]; uint64_t l[1]; } reg_t; // integer table: assume maximum SV 7-bit regfile size reg_t int_regfile[128]; where the CSR Register table entry (not the instruction alone) determines which of those union entries is to be used on each operation, and the VL element offset in the hardware-loop specifies the index into each array. However a naive interpretation of the data structure above masks the fact that setting VL greater than 8, for example, when the bitwidth is 8, accessing one specific register "spills over" to the following parts of the register file in a sequential fashion. So a much more accurate way to reflect this would be: typedef union { uint8_t actual_bytes[8]; // 8 for RV64, 4 for RV32, 16 for RV128 uint8_t b[0]; // array of type uint8_t uint16_t s[0]; uint32_t i[0]; uint64_t l[0]; uint128_t d[0]; } reg_t; reg_t int_regfile[128]; where when accessing any individual regfile[n].b entry it is permitted (in c) to arbitrarily over-run the *declared* length of the array (zero), and thus "overspill" to consecutive register file entries in a fashion that is completely transparent to a greatly-simplified software / pseudo-code representation. It is however critical to note that it is clearly the responsibility of the implementor to ensure that, towards the end of the register file, an exception is thrown if attempts to access beyond the "real" register bytes is ever attempted. Now we may modify pseudo-code an operation where all element bitwidths have been set to the same size, where this pseudo-code is otherwise identical to its "non" polymorphic versions (above): function op_add(rd, rs1, rs2) # add not VADD! ... ...  for (i = 0; i < VL; i++) ... ... // TODO, calculate if over-run occurs, for each elwidth if (elwidth == 8) {    int_regfile[rd].b[id] <= int_regfile[rs1].i[irs1] +     int_regfile[rs2].i[irs2]; } else if elwidth == 16 {    int_regfile[rd].s[id] <= int_regfile[rs1].s[irs1] +     int_regfile[rs2].s[irs2]; } else if elwidth == 32 {    int_regfile[rd].i[id] <= int_regfile[rs1].i[irs1] +     int_regfile[rs2].i[irs2]; } else { // elwidth == 64    int_regfile[rd].l[id] <= int_regfile[rs1].l[irs1] +     int_regfile[rs2].l[irs2]; } ... ... So here we can see clearly: for 8-bit entries rd, rs1 and rs2 (and registers following sequentially on respectively from the same) are "type-cast" to 8-bit; for 16-bit entries likewise and so on. However that only covers the case where the element widths are the same. Where the element widths are different, the following algorithm applies: * Analyse the bitwidth of all source operands and work out the maximum. Record this as "maxsrcbitwidth" * If any given source operand requires sign-extension or zero-extension (ldb, div, rem, mul, sll, srl, sra etc.), instead of mandatory 32-bit sign-extension / zero-extension or whatever is specified in the standard RV specification, **change** that to sign-extending from the respective individual source operand's bitwidth from the CSR table out to "maxsrcbitwidth" (previously calculated), instead. * Following separate and distinct (optional) sign/zero-extension of all source operands as specifically required for that operation, carry out the operation at "maxsrcbitwidth". (Note that in the case of LOAD/STORE or MV this may be a "null" (copy) operation, and that with FCVT, the changes to the source and destination bitwidths may also turn FVCT effectively into a copy). * If the destination operand requires sign-extension or zero-extension, instead of a mandatory fixed size (typically 32-bit for arithmetic, for subw for example, and otherwise various: 8-bit for sb, 16-bit for sw etc.), overload the RV specification with the bitwidth from the destination register's elwidth entry. * Finally, store the (optionally) sign/zero-extended value into its destination: memory for sb/sw etc., or an offset section of the register file for an arithmetic operation. In this way, polymorphic bitwidths are achieved without requiring a massive 64-way permutation of calculations **per opcode**, for example (4 possible rs1 bitwidths times 4 possible rs2 bitwidths times 4 possible rd bitwidths). The pseudo-code is therefore as follows: typedef union { uint8_t b; uint16_t s; uint32_t i; uint64_t l; } el_reg_t; bw(elwidth): if elwidth == 0: return xlen if elwidth == 1: return xlen / 2 if elwidth == 2: return xlen * 2 // elwidth == 3: return 8 get_max_elwidth(rs1, rs2): return max(bw(int_csr[rs1].elwidth), # default (XLEN) if not set bw(int_csr[rs2].elwidth)) # again XLEN if no entry get_polymorphed_reg(reg, bitwidth, offset): el_reg_t res; res.l = 0; // TODO: going to need sign-extending / zero-extending if bitwidth == 8: reg.b = int_regfile[reg].b[offset] elif bitwidth == 16: reg.s = int_regfile[reg].s[offset] elif bitwidth == 32: reg.i = int_regfile[reg].i[offset] elif bitwidth == 64: reg.l = int_regfile[reg].l[offset] return res set_polymorphed_reg(reg, bitwidth, offset, val): if (!int_csr[reg].isvec): # sign/zero-extend depending on opcode requirements, from # the reg's bitwidth out to the full bitwidth of the regfile val = sign_or_zero_extend(val, bitwidth, xlen) int_regfile[reg].l[0] = val elif bitwidth == 8: int_regfile[reg].b[offset] = val elif bitwidth == 16: int_regfile[reg].s[offset] = val elif bitwidth == 32: int_regfile[reg].i[offset] = val elif bitwidth == 64: int_regfile[reg].l[offset] = val maxsrcwid = get_max_elwidth(rs1, rs2) # source element width(s) destwid = int_csr[rs1].elwidth # destination element width  for (i = 0; i < VL; i++) if (predval & 1< Polymorphic element widths in vectorised form means that the data being loaded (or stored) across multiple registers needs to be treated (reinterpreted) as a contiguous stream of elwidth-wide items, where the source register's element width is **independent** from the destination's. This makes for a slightly more complex algorithm when using indirection on the "addressed" register (source for LOAD and destination for STORE), particularly given that the LOAD/STORE instruction provides important information about the width of the data to be reinterpreted. Let's illustrate the "load" part, where the pseudo-code for elwidth=default was as follows, and i is the loop from 0 to VL-1: srcbase = ireg[rs+i]; return mem[srcbase + imm]; // returns XLEN bits Instead, when elwidth != default, for a LW (32-bit LOAD), elwidth-wide chunks are taken from the source memory location addressed by the current indexed source address register, and only when a full 32-bits-worth are taken will the index be moved on to the next contiguous source address register: bitwidth = bw(elwidth); // source elwidth from CSR reg entry elsperblock = 32 / bitwidth // 1 if bw=32, 2 if bw=16, 4 if bw=8 srcbase = ireg[rs+i/(elsperblock)]; // integer divide offs = i % elsperblock; // modulo return &mem[srcbase + imm + offs]; // re-cast to uint8_t*, uint16_t* etc. Note that the constant "32" above is replaced by 8 for LB, 16 for LH, 64 for LD and 128 for LQ. The principle is basically exactly the same as if the srcbase were pointing at the memory of the *register* file: memory is re-interpreted as containing groups of elwidth-wide discrete elements. When storing the result from a load, it's important to respect the fact that the destination register has its *own separate element width*. Thus, when each element is loaded (at the source element width), any sign-extension or zero-extension (or truncation) needs to be done to the *destination* bitwidth. Also, the storing has the exact same analogous algorithm as above, where in fact it is just the set\_polymorphed\_reg pseudocode (completely unchanged) used above. One issue remains: when the source element width is **greater** than the width of the operation, it is obvious that a single LB for example cannot possibly obtain 16-bit-wide data. This condition may be detected where, when using integer divide, elsperblock (the width of the LOAD divided by the bitwidth of the element) is zero. The issue is "fixed" by ensuring that elsperblock is a minimum of 1: elsperblock = min(1, LD_OP_BITWIDTH / element_bitwidth) The elements, if the element bitwidth is larger than the LD operation's size, will then be sign/zero-extended to the full LD operation size, as specified by the LOAD (LDU instead of LD, LBU instead of LB), before being passed on to the second phase. As LOAD/STORE may be twin-predicated, it is important to note that the rules on twin predication still apply, except where in previous pseudo-code (elwidth=default for both source and target) it was the *registers* that the predication was applied to, it is now the **elements** that the predication are applied to. Thus the full pseudocode for all LD operations may be written out as follows: function LBU(rd, rs): load_elwidthed(rd, rs, 8, true) function LB(rd, rs): load_elwidthed(rd, rs, 8, false) function LH(rd, rs): load_elwidthed(rd, rs, 16, false) ... ... function LQ(rd, rs): load_elwidthed(rd, rs, 128, false) # returns 1 byte of data when opwidth=8, 2 bytes when opwidth=16.. function load_memory(rs, imm, i, opwidth): elwidth = int_csr[rs].elwidth bitwidth = bw(elwidth); elsperblock = min(1, opwidth / bitwidth) srcbase = ireg[rs+i/(elsperblock)]; offs = i % elsperblock; return mem[srcbase + imm + offs]; # 1/2/4/8/16 bytes function load_elwidthed(rd, rs, opwidth, unsigned): destwid = int_csr[rd].elwidth # destination element width  rd = int_csr[rd].active ? int_csr[rd].regidx : rd;  rs = int_csr[rs].active ? int_csr[rs].regidx : rs;  ps = get_pred_val(FALSE, rs); # predication on src  pd = get_pred_val(FALSE, rd); # ... AND on dest  for (int i = 0, int j = 0; i < VL && j < VL;): if (int_csr[rs].isvec) while (!(ps & 1<