tinygrad/tinygrad/runtime/support/am/amdev.py
uuuvn 8926bac00a
am: profiling working (#9119)
ops_amd.py registres device finalization via atexit.register after
finalize_profile is registred in device.py leading to AM device
being closed before finalizing profile leading to hang.
(atexit.register is LIFO: https://docs.python.org/3.12/library/atexit.html#atexit.register)

This pr moves registring device finalization to device.py before
registring profile finalization
2025-02-16 18:51:08 +03:00

396 lines
21 KiB
Python
Raw Blame History

This file contains ambiguous Unicode characters

This file contains Unicode characters that might be confused with other characters. If you think that this is intentional, you can safely ignore this warning. Use the Escape button to reveal them.

from __future__ import annotations
import ctypes, collections, time, dataclasses, pathlib, fcntl, os
from tinygrad.helpers import to_mv, mv_address, getenv, round_up, DEBUG, temp
from tinygrad.runtime.autogen.am import am, mp_11_0
from tinygrad.runtime.support.allocator import TLSFAllocator
from tinygrad.runtime.support.am.ip import AM_SOC21, AM_GMC, AM_IH, AM_PSP, AM_SMU, AM_GFX, AM_SDMA
AM_DEBUG = getenv("AM_DEBUG", 0)
@dataclasses.dataclass(frozen=True)
class AMRegister:
adev:AMDev; reg_off:int; reg_fields:dict[str, tuple[int, int]] # noqa: E702
def _parse_kwargs(self, **kwargs):
mask, values = 0xffffffff, 0
for k, v in kwargs.items():
if k not in self.reg_fields: raise ValueError(f"Unknown register field: {k}. {self.reg_fields.keys()}")
m, s = self.reg_fields[k]
if v & (m>>s) != v: raise ValueError(f"Value {v} for {k} is out of range {m=} {s=}")
mask &= ~m
values |= v << s
return mask, values
def build(self, **kwargs) -> int: return self._parse_kwargs(**kwargs)[1]
def update(self, **kwargs): self.write(value=self.read(), **kwargs)
def write(self, value=0, **kwargs):
mask, values = self._parse_kwargs(**kwargs)
self.adev.wreg(self.reg_off, (value & mask) | values)
def read(self, **kwargs): return self.adev.rreg(self.reg_off) & self._parse_kwargs(**kwargs)[0]
class AMFirmware:
def __init__(self, adev):
def fmt_ver(hwip): return f"{adev.ip_versions[hwip]//10000}_{(adev.ip_versions[hwip]//100)%100}_{adev.ip_versions[hwip]%100}"
# Load SOS firmware
self.sos_fw = {}
blob, sos_hdr = self.load_fw(f"psp_{fmt_ver(am.MP0_HWIP)}_sos.bin", am.struct_psp_firmware_header_v2_0)
fw_bin = sos_hdr.psp_fw_bin
for fw_i in range(sos_hdr.psp_fw_bin_count):
fw_bin_desc = am.struct_psp_fw_bin_desc.from_address(ctypes.addressof(fw_bin) + fw_i * ctypes.sizeof(am.struct_psp_fw_bin_desc))
ucode_start_offset = fw_bin_desc.offset_bytes + sos_hdr.header.ucode_array_offset_bytes
self.sos_fw[fw_bin_desc.fw_type] = blob[ucode_start_offset:ucode_start_offset+fw_bin_desc.size_bytes]
# Load other fw
self.ucode_start: dict[str, int] = {}
self.descs: list[tuple[int, memoryview]] = []
blob, hdr = self.load_fw(f"smu_{fmt_ver(am.MP1_HWIP)}.bin", am.struct_smc_firmware_header_v1_0)
self.smu_psp_desc = self.desc(am.GFX_FW_TYPE_SMU, blob, hdr.header.ucode_array_offset_bytes, hdr.header.ucode_size_bytes)
# SDMA firmware
blob, hdr = self.load_fw(f"sdma_{fmt_ver(am.SDMA0_HWIP)}.bin", am.struct_sdma_firmware_header_v2_0)
self.descs += [self.desc(am.GFX_FW_TYPE_SDMA_UCODE_TH0, blob, hdr.header.ucode_array_offset_bytes, hdr.ctx_ucode_size_bytes)]
self.descs += [self.desc(am.GFX_FW_TYPE_SDMA_UCODE_TH1, blob, hdr.ctl_ucode_offset, hdr.ctl_ucode_size_bytes)]
# PFP, ME, MEC firmware
for (fw_name, fw_cnt) in [('PFP', 2), ('ME', 2), ('MEC', 4)]:
blob, hdr = self.load_fw(f"gc_{fmt_ver(am.GC_HWIP)}_{fw_name.lower()}.bin", am.struct_gfx_firmware_header_v2_0)
# Code part
self.descs += [self.desc(getattr(am, f'GFX_FW_TYPE_RS64_{fw_name}'), blob, hdr.header.ucode_array_offset_bytes, hdr.ucode_size_bytes)]
# Stack
fw_types = [getattr(am, f'GFX_FW_TYPE_RS64_{fw_name}_P{fwnun}_STACK') for fwnun in range(fw_cnt)]
self.descs += [self.desc(typ, blob, hdr.data_offset_bytes, hdr.data_size_bytes) for typ in fw_types]
self.ucode_start[fw_name] = hdr.ucode_start_addr_lo | (hdr.ucode_start_addr_hi << 32)
# IMU firmware
blob, hdr = self.load_fw(f"gc_{fmt_ver(am.GC_HWIP)}_imu.bin", am.struct_imu_firmware_header_v1_0)
imu_i_off, imu_i_sz, imu_d_sz = hdr.header.ucode_array_offset_bytes, hdr.imu_iram_ucode_size_bytes, hdr.imu_dram_ucode_size_bytes
self.descs += [self.desc(am.GFX_FW_TYPE_IMU_I, blob, imu_i_off, imu_i_sz), self.desc(am.GFX_FW_TYPE_IMU_D, blob, imu_i_off + imu_i_sz, imu_d_sz)]
# RLC firmware
blob, hdr0, hdr1, hdr2, hdr3 = self.load_fw(f"gc_{fmt_ver(am.GC_HWIP)}_rlc.bin", am.struct_rlc_firmware_header_v2_0,
am.struct_rlc_firmware_header_v2_1, am.struct_rlc_firmware_header_v2_2, am.struct_rlc_firmware_header_v2_3)
for mem in ['GPM', 'SRM']:
off, sz = getattr(hdr1, f'save_restore_list_{mem.lower()}_offset_bytes'), getattr(hdr1, f'save_restore_list_{mem.lower()}_size_bytes')
self.descs += [self.desc(getattr(am, f'GFX_FW_TYPE_RLC_RESTORE_LIST_{mem}_MEM'), blob, off, sz)]
for mem,fmem in [('IRAM', 'iram'), ('DRAM_BOOT', 'dram')]:
off, sz = getattr(hdr2, f'rlc_{fmem}_ucode_offset_bytes'), getattr(hdr2, f'rlc_{fmem}_ucode_size_bytes')
self.descs += [self.desc(getattr(am, f'GFX_FW_TYPE_RLC_{mem}'), blob, off, sz)]
for mem in ['P', 'V']:
off, sz = getattr(hdr3, f'rlc{mem.lower()}_ucode_offset_bytes'), getattr(hdr3, f'rlc{mem.lower()}_ucode_size_bytes')
self.descs += [self.desc(getattr(am, f'GFX_FW_TYPE_RLC_{mem}'), blob, off, sz)]
self.descs += [self.desc(am.GFX_FW_TYPE_RLC_G, blob, hdr0.header.ucode_array_offset_bytes, hdr0.header.ucode_size_bytes)]
def load_fw(self, fname:str, *headers):
fpath = next(f for loc in ["/lib/firmware/updates/amdgpu/", "/lib/firmware/amdgpu/"] if (f:=pathlib.Path(loc + fname)).exists())
blob = memoryview(bytearray(fpath.read_bytes()))
return tuple([blob] + [hdr.from_address(mv_address(blob)) for hdr in headers])
def desc(self, typ:int, blob:memoryview, offset:int, size:int) -> tuple[int, memoryview]: return (typ, blob[offset:offset+size])
@dataclasses.dataclass(frozen=True)
class AMMapping: va_addr:int; size:int; paddrs:list[tuple[int, int]]; uncached:bool=False; system:bool=False; snooped:bool=False # noqa: E702
class AMPageTableEntry:
def __init__(self, adev, paddr, lv): self.adev, self.paddr, self.entries, self.lv = adev, paddr, to_mv(adev.paddr2cpu(paddr), 0x1000).cast('Q'), lv
def set_entry(self, entry_id:int, paddr:int, table=False, uncached=False, system=False, snooped=False, frag=0, valid=True):
assert paddr & self.adev.gmc.address_space_mask == paddr, f"Invalid physical address {paddr:#x}"
f = (am.AMDGPU_PTE_VALID if valid else 0) | ((am.AMDGPU_PTE_WRITEABLE | am.AMDGPU_PTE_READABLE | am.AMDGPU_PTE_EXECUTABLE) if not table else 0) \
| am.AMDGPU_PTE_FRAG(frag) | (am.AMDGPU_PDE_PTE if not table and self.lv != am.AMDGPU_VM_PTB else 0) \
| ((am.AMDGPU_PTE_SYSTEM) if system else 0) | ((am.AMDGPU_PTE_SNOOPED) if snooped else 0) \
| (am.AMDGPU_PTE_MTYPE_NV10(0, am.MTYPE_UC) if uncached else 0)
self.entries[entry_id] = (paddr & 0x0000FFFFFFFFF000) | f
class AMPageTableTraverseContext:
def __init__(self, adev, pt, vaddr, create_pts=False, free_pts=False):
self.adev, self.vaddr, self.create_pts, self.free_pts = adev, vaddr - adev.gmc.vm_base, create_pts, free_pts
self.pt_stack:list[tuple[AMPageTableEntry, int, int]] = [(pt, self._pt_pte_idx(pt, vaddr), self._pt_pte_size(pt))]
def _pt_pte_size(self, pt): return (1 << ((9 * (3-pt.lv)) + 12))
def _pt_pte_idx(self, pt, va): return (va // self._pt_pte_size(pt)) % 512
def level_down(self):
pt, pte_idx, _ = self.pt_stack[-1]
if (entry:=pt.entries[pte_idx]) & am.AMDGPU_PTE_VALID == 0:
assert self.create_pts, "Not allowed to create new page table"
pt.set_entry(pte_idx, self.adev.mm.palloc(0x1000, zero=True), table=True, valid=True)
entry = pt.entries[pte_idx]
assert entry & am.AMDGPU_PDE_PTE == 0, f"Must be table pt={pt.paddr:#x}, {pte_idx=} {entry=:#x}"
child_page_table = AMPageTableEntry(self.adev, entry & 0x0000FFFFFFFFF000, lv=pt.lv+1)
self.pt_stack.append((child_page_table, self._pt_pte_idx(child_page_table, self.vaddr), self._pt_pte_size(child_page_table)))
return self.pt_stack[-1]
def _try_free_pt(self) -> bool:
pt, _, _ = self.pt_stack[-1]
if self.free_pts and pt != self.adev.mm.root_page_table and all(pt.entries[i] & am.AMDGPU_PTE_VALID == 0 for i in range(512)):
self.adev.mm.pfree(pt.paddr)
parent_pt, parent_pte_idx, _ = self.pt_stack[-2]
parent_pt.set_entry(parent_pte_idx, 0x0, valid=False)
return True
return False
def level_up(self):
while self._try_free_pt() or self.pt_stack[-1][1] == 512:
_, pt_cnt, _ = self.pt_stack.pop()
if pt_cnt == 512: self.pt_stack[-1] = (self.pt_stack[-1][0], self.pt_stack[-1][1] + 1, self.pt_stack[-1][2])
def next(self, size:int, off=0):
while size > 0:
pt, pte_idx, pte_covers = self.pt_stack[-1]
if self.create_pts:
while pte_covers > size: pt, pte_idx, pte_covers = self.level_down()
else:
while pt.lv!=am.AMDGPU_VM_PTB and (pt.entries[pte_idx] & am.AMDGPU_PDE_PTE != am.AMDGPU_PDE_PTE): pt, pte_idx, pte_covers = self.level_down()
entries = min(size // pte_covers, 512 - pte_idx)
assert entries > 0, "Invalid entries"
yield off, pt, pte_idx, entries, pte_covers
size, off, self.vaddr = size - entries * pte_covers, off + entries * pte_covers, self.vaddr + entries * pte_covers
self.pt_stack[-1] = (pt, pte_idx + entries, pte_covers)
self.level_up()
class AMMemoryManager:
va_allocator = TLSFAllocator(512 * (1 << 30), base=0x7F0000000000) # global for all devices.
def __init__(self, adev:AMDev, vram_size:int):
self.adev, self.vram_size = adev, vram_size
self.boot_allocator = TLSFAllocator(32 << 20, base=vram_size - (64 << 20)) # per device
self.pa_allocator = TLSFAllocator(vram_size - (64 << 20)) # per device
self.root_page_table = AMPageTableEntry(self.adev, self.palloc(0x1000, zero=not self.adev.smi_dev, boot=True), lv=am.AMDGPU_VM_PDB1)
def map_range(self, vaddr:int, size:int, paddrs:list[tuple[int, int]], uncached=False, system=False, snooped=False) -> AMMapping:
if AM_DEBUG >= 2: print(f"am {self.adev.devfmt}: mapping {vaddr=:#x} ({size=:#x})")
assert size == sum(p[1] for p in paddrs), f"Size mismatch {size=} {sum(p[1] for p in paddrs)=}"
ctx = AMPageTableTraverseContext(self.adev, self.root_page_table, vaddr, create_pts=True)
for paddr, psize in paddrs:
for off, pt, pte_idx, pte_cnt, pte_covers in ctx.next(psize):
for pte_off in range(pte_cnt):
assert pt.entries[pte_idx + pte_off] & am.AMDGPU_PTE_VALID == 0, f"PTE already mapped: {pt.entries[pte_idx + pte_off]:#x}"
pt.set_entry(pte_idx + pte_off, paddr + off + pte_off * pte_covers,
uncached=uncached, system=system, snooped=snooped, frag=0 if pte_covers == 0x1000 else 0x9, valid=True)
# Invalidate TLB after mappings.
self.adev.gmc.flush_tlb(ip='GC', vmid=0)
self.adev.gmc.flush_tlb(ip='MM', vmid=0)
return AMMapping(vaddr, size, paddrs, uncached=uncached, system=system, snooped=snooped)
def unmap_range(self, vaddr:int, size:int):
if AM_DEBUG >= 2: print(f"am {self.adev.devfmt}: unmapping {vaddr=:#x} ({size=:#x})")
ctx = AMPageTableTraverseContext(self.adev, self.root_page_table, vaddr, free_pts=True)
for off, pt, pte_idx, pte_cnt, pte_covers in ctx.next(size):
for pte_id in range(pte_idx, pte_idx + pte_cnt):
assert pt.entries[pte_id] & am.AMDGPU_PTE_VALID == am.AMDGPU_PTE_VALID, f"PTE not mapped: {pt.entries[pte_id]:#x}"
pt.set_entry(pte_id, paddr=0x0, valid=False)
@staticmethod
def alloc_vaddr(size:int, align=0x1000) -> int: return AMMemoryManager.va_allocator.alloc(size, max((1 << (size.bit_length() - 1)), align))
def valloc(self, size:int, align=0x1000, uncached=False, contigous=False) -> AMMapping:
# Alloc physical memory and map it to the virtual address
va = self.alloc_vaddr(size, align)
if contigous: paddrs = [(self.palloc(size, zero=True), size)]
else:
paddrs = []
try:
ctx = AMPageTableTraverseContext(self.adev, self.root_page_table, va, create_pts=True)
for _, _, _, seg_cnt, seg_size in ctx.next(size): paddrs += [(self.palloc(seg_size, zero=False), seg_size) for _ in range(seg_cnt)]
except MemoryError:
for paddr, _ in paddrs: self.pa_allocator.free(paddr)
raise
return self.map_range(va, size, paddrs, uncached=uncached)
def vfree(self, vm:AMMapping):
self.unmap_range(vm.va_addr, vm.size)
self.va_allocator.free(vm.va_addr)
for paddr, _ in vm.paddrs: self.pa_allocator.free(paddr)
def palloc(self, size:int, align:int=0x1000, zero=True, boot=False) -> int:
assert self.adev.is_booting == boot, "During booting, only boot memory can be allocated"
paddr = (self.boot_allocator if boot else self.pa_allocator).alloc(round_up(size, 0x1000), align)
if zero: ctypes.memset(self.adev.paddr2cpu(paddr), 0, size)
return paddr
def pfree(self, paddr:int): self.pa_allocator.free(paddr)
class AMDev:
def __init__(self, devfmt, vram_bar:memoryview, doorbell_bar:memoryview, mmio_bar:memoryview):
self.devfmt = devfmt
self.vram, self.doorbell64, self.mmio = vram_bar, doorbell_bar, mmio_bar
os.umask(0) # Set umask to 0 to allow creating files with 0666 permissions
# Avoid O_CREAT because we dont want to re-create/replace an existing file (triggers extra perms checks) when opening as non-owner.
if os.path.exists(lock_name:=temp(f"am_{self.devfmt}.lock")): self.lock_fd = os.open(lock_name, os.O_RDWR)
else: self.lock_fd = os.open(lock_name, os.O_RDWR | os.O_CREAT, 0o666)
try: fcntl.flock(self.lock_fd, fcntl.LOCK_EX | fcntl.LOCK_NB)
except OSError: raise RuntimeError(f"Failed to open AM device {self.devfmt}. It's already in use.")
self._run_discovery()
self._build_regs()
# AM boot Process:
# The GPU being passed can be in one of several states: 1. Not initialized. 2. Initialized by amdgpu. 3. Initialized by AM.
# The 1st and 2nd states require a full GPU setup since their states are unknown. The 2nd state also requires a mode1 reset to
# reinitialize all components.
#
# The 3rd state can be set up partially to optimize boot time. In this case, only the GFX and SDMA IPs need to be initialized.
# To enable this, AM uses a separate boot memory that is guaranteed not to be overwritten. This physical memory is utilized for
# all blocks that are initialized only during the initial AM boot.
# To determine if the GPU is in the third state, AM uses regSCRATCH_REG7 as a flag.
self.is_booting, self.smi_dev = True, False # During boot only boot memory can be allocated. This flag is to validate this.
self.partial_boot = (self.reg("regSCRATCH_REG7").read() == (am_version:=0xA0000002)) and (getenv("AM_RESET", 0) != 1)
# Memory manager & firmware
self.mm = AMMemoryManager(self, self.vram_size)
self.fw = AMFirmware(self)
# Initialize IP blocks
self.soc21:AM_SOC21 = AM_SOC21(self)
self.gmc:AM_GMC = AM_GMC(self)
self.ih:AM_IH = AM_IH(self)
self.psp:AM_PSP = AM_PSP(self)
self.smu:AM_SMU = AM_SMU(self)
self.gfx:AM_GFX = AM_GFX(self)
self.sdma:AM_SDMA = AM_SDMA(self)
if self.partial_boot and (self.reg("regGCVM_CONTEXT0_CNTL").read() != 0):
if DEBUG >= 2: print(f"am {self.devfmt}: MEC is active. Issue a full reset.")
self.partial_boot = False
if not self.partial_boot:
if self.psp.is_sos_alive() and self.smu.is_smu_alive(): self.smu.mode1_reset()
for ip in [self.soc21, self.gmc, self.ih, self.psp, self.smu]:
ip.init()
if DEBUG >= 2: print(f"am {self.devfmt}: {ip.__class__.__name__} initialized")
# Booting done
self.is_booting = False
# Re-initialize main blocks
for ip in [self.gfx, self.sdma]:
ip.init()
if DEBUG >= 2: print(f"am {self.devfmt}: {ip.__class__.__name__} initialized")
self.smu.set_clocks(level=-1) # last level, max perf.
self.gfx.set_clockgating_state()
self.reg("regSCRATCH_REG7").write(am_version)
if DEBUG >= 2: print(f"am {self.devfmt}: boot done")
def fini(self):
if DEBUG >= 2: print(f"am {self.devfmt}: Finalizing")
for ip in [self.sdma, self.gfx]: ip.fini()
self.smu.set_clocks(level=0)
self.ih.interrupt_handler()
def paddr2cpu(self, paddr:int) -> int: return mv_address(self.vram) + paddr
def paddr2mc(self, paddr:int) -> int: return self.gmc.mc_base + paddr
def ip_base(self, ip:str, inst:int, seg:int) -> int: return self.regs_offset[am.__dict__[f"{ip}_HWIP"]][inst][seg]
def reg(self, reg:str) -> AMRegister: return self.__dict__[reg]
def rreg(self, reg:int) -> int:
val = self.indirect_rreg(reg * 4) if reg > len(self.mmio) else self.mmio[reg]
if AM_DEBUG >= 4 and getattr(self, '_prev_rreg', None) != (reg, val): print(f"am {self.devfmt}: Reading register {reg:#x} with value {val:#x}")
self._prev_rreg = (reg, val)
return val
def wreg(self, reg:int, val:int):
if AM_DEBUG >= 4: print(f"am {self.devfmt}: Writing register {reg:#x} with value {val:#x}")
if reg > len(self.mmio): self.indirect_wreg(reg * 4, val)
else: self.mmio[reg] = val
def wreg_pair(self, reg_base:str, lo_suffix:str, hi_suffix:str, val:int):
self.reg(f"{reg_base}{lo_suffix}").write(val & 0xffffffff)
self.reg(f"{reg_base}{hi_suffix}").write(val >> 32)
def indirect_rreg(self, reg:int) -> int:
self.reg("regBIF_BX_PF0_RSMU_INDEX").write(reg)
return self.reg("regBIF_BX_PF0_RSMU_DATA").read()
def indirect_wreg(self, reg:int, val:int):
self.reg("regBIF_BX_PF0_RSMU_INDEX").write(reg)
self.reg("regBIF_BX_PF0_RSMU_DATA").write(val)
def wait_reg(self, reg:AMRegister, value:int, mask=0xffffffff, timeout=10000) -> int:
for _ in range(timeout):
if ((rval:=reg.read()) & mask) == value: return rval
time.sleep(0.001)
raise RuntimeError(f'wait_reg timeout reg=0x{reg.reg_off:X} mask=0x{mask:X} value=0x{value:X} last_val=0x{rval}')
def _run_discovery(self):
# NOTE: Fixed register to query memory size without known ip bases to find the discovery table.
# The table is located at the end of VRAM - 64KB and is 10KB in size.
mmRCC_CONFIG_MEMSIZE = 0xde3
self.vram_size = self.rreg(mmRCC_CONFIG_MEMSIZE) << 20
bhdr = am.struct_binary_header.from_address(self.paddr2cpu(self.vram_size - (64 << 10)))
ihdr = am.struct_ip_discovery_header.from_address(ctypes.addressof(bhdr) + bhdr.table_list[am.IP_DISCOVERY].offset)
assert ihdr.signature == am.DISCOVERY_TABLE_SIGNATURE and not ihdr.base_addr_64_bit, f"0x{ihdr.signature:X} != 0x{am.DISCOVERY_TABLE_SIGNATURE:X}"
# Mapping of HW IP to Discovery HW IP
hw_id_map = {am.__dict__[x]: int(y) for x,y in am.hw_id_map}
self.regs_offset:dict[int, dict[int, list]] = collections.defaultdict(dict)
self.ip_versions:dict[int, int] = {}
for num_die in range(ihdr.num_dies):
dhdr = am.struct_die_header.from_address(ctypes.addressof(bhdr) + ihdr.die_info[num_die].die_offset)
ip_offset = ctypes.addressof(bhdr) + ctypes.sizeof(dhdr) + ihdr.die_info[num_die].die_offset
for _ in range(dhdr.num_ips):
ip = am.struct_ip_v4.from_address(ip_offset)
ba = (ctypes.c_uint32 * ip.num_base_address).from_address(ip_offset + 8)
for hw_ip in range(1, am.MAX_HWIP):
if hw_ip in hw_id_map and hw_id_map[hw_ip] == ip.hw_id:
self.regs_offset[hw_ip][ip.instance_number] = list(ba)
self.ip_versions[hw_ip] = int(f"{ip.major:02d}{ip.minor:02d}{ip.revision:02d}")
ip_offset += 8 + (8 if ihdr.base_addr_64_bit else 4) * ip.num_base_address
gc_info = am.struct_gc_info_v1_0.from_address(gc_addr:=ctypes.addressof(bhdr) + bhdr.table_list[am.GC].offset)
self.gc_info = getattr(am, f"struct_gc_info_v{gc_info.header.version_major}_{gc_info.header.version_minor}").from_address(gc_addr)
def _ip_module(self, prefix:str, hwip):
version = [self.ip_versions[hwip]//10000, (self.ip_versions[hwip]//100)%100, self.ip_versions[hwip]%100]
for ver in [version, version[:2]+[0], version[:1]+[0, 0]]:
try: return __import__(f"tinygrad.runtime.autogen.am.{prefix}_{ver[0]}_{ver[1]}_{ver[2]}", fromlist=[f"{prefix}_{ver[0]}_{ver[1]}_{ver[2]}"])
except ImportError: pass
raise ImportError(f"am {self.devfmt}: failed to load {prefix} module with version {version}")
def _build_regs(self):
mods = [("MP0", self._ip_module("mp", am.MP0_HWIP)), ("NBIO", self._ip_module("nbio", am.NBIO_HWIP)), ("GC", self._ip_module("gc", am.GC_HWIP)),
("MP1", mp_11_0), ("MMHUB", self._ip_module("mmhub", am.MMHUB_HWIP)), ("OSSSYS", self._ip_module("osssys", am.OSSSYS_HWIP))]
for base, module in mods:
rpref = "mm" if base == "MP1" else "reg" # MP1 regs starts with mm
reg_names: set[str] = set(k[len(rpref):] for k in module.__dict__.keys() if k.startswith(rpref) and not k.endswith("_BASE_IDX"))
reg_fields: dict[str, dict[str, tuple]] = collections.defaultdict(dict)
for k, val in module.__dict__.items():
if k.endswith("_MASK") and ((rname:=k.split("__")[0]) in reg_names):
reg_fields[rname][k[2+len(rname):-5].lower()] = (val, module.__dict__.get(f"{k[:-5]}__SHIFT", val.bit_length() - 1))
for k, regval in module.__dict__.items():
if k.startswith(rpref) and not k.endswith("_BASE_IDX") and (base_idx:=getattr(module, f"{k}_BASE_IDX", None)) is not None:
setattr(self, k, AMRegister(self, self.ip_base(base, 0, base_idx) + regval, reg_fields.get(k[len(rpref):], {})))