#!/usr/bin/env python3 import time, mmap, sys, shutil, os, glob, subprocess, argparse, collections from tinygrad.helpers import DEBUG, NO_COLOR, colored, ansilen from tinygrad.runtime.autogen import libc from tinygrad.runtime.autogen.am import am from tinygrad.runtime.support.hcq import MMIOInterface from tinygrad.runtime.support.am.amdev import AMDev, AMMemoryManager, AMPageTableEntry from tinygrad.runtime.support.am.ip import AM_SOC, AM_GMC, AM_IH, AM_PSP, AM_SMU, AM_GFX, AM_SDMA def bold(s): return s if NO_COLOR else f"\033[1m{s}\033[0m" def trim(s:str, length:int) -> str: if len(s) > length: return s[:length-3] + "..." return s def pad(x:str, length:int) -> str: if len(x) < length: return x + " " * (length - len(x)) return x def color_temp(temp): if temp >= 87: return colored(f"{temp:>3}", "red") elif temp >= 80: return colored(f"{temp:>3}", "yellow") return f"{temp:>3}" def color_voltage(voltage): return colored(f"{voltage/1000:>5.3f}V", "cyan") def draw_bar(percentage, width=40, fill='|', empty=' ', opt_text='', color='cyan'): percentage = 0.0 if percentage != percentage else percentage # NaN guard percentage = max(0.0, min(1.0, float(percentage))) filled_width = int(width * percentage) if not opt_text: opt_text = f'{percentage*100:.1f}%' bar = fill * filled_width + empty * (width - filled_width) if opt_text and len(opt_text) <= len(bar): bar = (bar[:-len(opt_text)] + opt_text) bar = colored(bar[:filled_width], color) + bar[filled_width:] return f'[{bar}]' def same_line(strs:list[list[str]|None], split=8) -> list[str]: strs = [s for s in strs if s is not None] if len(strs) == 0: return [] ret = [] max_width_in_block = [max(ansilen(line) for line in block) for block in strs] max_height = max(len(block) for block in strs) for i in range(max_height): line = [] for bid, block in enumerate(strs): if i < len(block): line.append(block[i] + (' ' * (split + max_width_in_block[bid] - ansilen(block[i])) if bid != len(strs) - 1 else '')) else: line.append(' ' * (split + max_width_in_block[bid])) ret.append(' '.join(line)) return ret def get_bar0_size(pcibus): resource_file = f"/sys/bus/pci/devices/{pcibus}/resource" if not os.path.exists(resource_file): raise FileNotFoundError(f"Resource file not found: {resource_file}") with open(resource_file, "r") as f: lines = f.readlines() bar0_info = lines[0].split() if len(bar0_info) < 3: raise ValueError("Unexpected resource file format for BAR0.") start_hex, end_hex, _flags = bar0_info return int(end_hex, 16) - int(start_hex, 16) + 1 class AMSMI(AMDev): def __init__(self, pcibus, vram_bar:MMIOInterface, doorbell_bar:MMIOInterface, mmio_bar:MMIOInterface): self.pcibus, self.devfmt = pcibus, pcibus self.vram, self.doorbell64, self.mmio = vram_bar, doorbell_bar, mmio_bar self.pci_state = self.read_pci_state() if self.pci_state == "D0": self._init_from_d0() def _init_from_d0(self): self._run_discovery() self._build_regs() if self.reg("regSCRATCH_REG7").read() != AMDev.Version: raise Exception(f"Unsupported AM version: {self.reg('regSCRATCH_REG7').read():x}") self.is_booting = True self.init_sw(smi_dev=True) self.partial_boot = True # do not init anything def read_pci_state(self): with open(f"/sys/bus/pci/devices/{self.pcibus}/power_state", "r") as f: return f.read().strip().rstrip() class SMICtx: def __init__(self): self.devs = [] self.opened_pcidevs = [] self.opened_pci_resources = {} self.prev_lines_cnt = 0 self.prev_terminal_width = 0 self.prev_terminal_height = 0 self.prev_metrics = {} remove_parts = ["Advanced Micro Devices, Inc. [AMD/ATI]", "VGA compatible controller:", "Processing accelerators:"] lspci = subprocess.check_output(["lspci"]).decode("utf-8").splitlines() self.lspci = {l.split()[0]: l.split(" ", 1)[1] for l in lspci} for k,v in self.lspci.items(): for part in remove_parts: self.lspci[k] = self.lspci[k].replace(part, "").strip().rstrip() def _smuq10_round(self, v:int) -> int: v = int(v) return (v + 512) >> 10 # SMUQ10_ROUND def _fmt_kb(self, kb:int) -> str: kb = int(kb) if kb < 1024: return f"{kb}KB" mb = kb / 1024.0 if mb < 1024: return f"{mb:.1f}MB" gb = mb / 1024.0 if gb < 1024: return f"{gb:.2f}GB" tb = gb / 1024.0 return f"{tb:.2f}TB" def _open_am_device(self, pcibus): if pcibus not in self.opened_pci_resources: bar_fds = {bar: os.open(f"/sys/bus/pci/devices/{pcibus}/resource{bar}", os.O_RDWR | os.O_SYNC) for bar in [0, 2, 5]} bar_size = {0: get_bar0_size(pcibus), 2: os.fstat(bar_fds[2]).st_size, 5: os.fstat(bar_fds[5]).st_size} def map_pci_range(bar, fmt='B'): return MMIOInterface(libc.mmap(0, bar_size[bar], mmap.PROT_READ | mmap.PROT_WRITE, mmap.MAP_SHARED, bar_fds[bar], 0), bar_size[bar], fmt) self.opened_pci_resources[pcibus] = (map_pci_range(0), None, map_pci_range(5, 'I')) try: self.devs.append(AMSMI(pcibus, *self.opened_pci_resources[pcibus])) except Exception as e: if DEBUG >= 2: print(f"Failed to open AM device {pcibus}: {e}") return self.opened_pcidevs.append(pcibus) if DEBUG >= 2: print(f"Opened AM device {pcibus}") def rescan_devs(self): pattern = os.path.join('/tmp', 'am_*.lock') for d in [f[8:-5] for f in glob.glob(pattern)]: if d.startswith("usb"): continue if d not in self.opened_pcidevs: self._open_am_device(d) for d in self.devs: if d.read_pci_state() != d.pci_state: d.pci_state = d.read_pci_state() if d.pci_state == "D0": d._init_from_d0() os.system('clear') if d.pci_state == "D0" and d.reg("regSCRATCH_REG7").read() != AMDev.Version: self.devs.remove(d) self.opened_pcidevs.remove(d.pcibus) os.system('clear') if DEBUG >= 2: print(f"Removed AM device {d.pcibus}") def collect(self): tables = {} for dev in self.devs: match dev.ip_ver[am.MP1_HWIP]: case (13,0,6): table_t = dev.smu.smu_mod.MetricsTableV0_t case (13,0,12): table_t = dev.smu.smu_mod.MetricsTable_t case _: table_t = dev.smu.smu_mod.SmuMetricsExternal_t tables[dev] = dev.smu.read_table(table_t, dev.smu.smu_mod.SMU_TABLE_SMU_METRICS) if dev.pci_state == "D0" else None return tables def _pick_nonzero_avg(self, vals) -> int: xs = [x for x in vals if x > 0] return int(sum(xs) / len(xs)) if xs else 0 def get_gfx_activity(self, dev, metrics): match dev.ip_ver[am.MP1_HWIP]: case (13,0,6)|(13,0,12): return max(0, min(100, self._smuq10_round(metrics.SocketGfxBusy))) case _: return metrics.SmuMetrics.AverageGfxActivity def get_mem_activity(self, dev, metrics): match dev.ip_ver[am.MP1_HWIP]: case (13,0,6)|(13,0,12): return max(0, min(100, self._smuq10_round(metrics.DramBandwidthUtilization))) case _: return metrics.SmuMetrics.AverageUclkActivity def get_temps(self, dev, metrics, compact=False): match dev.ip_ver[am.MP1_HWIP]: case (13,0,6)|(13,0,12): temps = { "Hotspot": self._smuq10_round(metrics.MaxSocketTemperature), "HBM": self._smuq10_round(metrics.MaxHbmTemperature), "VR": self._smuq10_round(metrics.MaxVrTemperature), } if compact: return {k: temps[k] for k in ("Hotspot", "HBM") if temps.get(k, 0) != 0} return {k: v for k, v in temps.items() if v != 0} case _: temps_keys = [(k, name) for k, name in dev.smu.smu_mod.TEMP_e.items() if k < dev.smu.smu_mod.TEMP_COUNT and metrics.SmuMetrics.AvgTemperature[k] != 0] if compact: temps_keys = [(k, name) for k, name in temps_keys if k in (dev.smu.smu_mod.TEMP_HOTSPOT, dev.smu.smu_mod.TEMP_MEM)] return {name: metrics.SmuMetrics.AvgTemperature[k] for k, name in temps_keys} def get_voltage(self, dev, metrics, compact=False): match dev.ip_ver[am.MP1_HWIP]: case (13,0,6)|(13,0,12): return {} case _: voltage_keys = [(k, name) for k, name in dev.smu.smu_mod.SVI_PLANE_e.items() if k < dev.smu.smu_mod.SVI_PLANE_COUNT and metrics.SmuMetrics.AvgVoltage[k] != 0] return {name: metrics.SmuMetrics.AvgVoltage[k] for k, name in voltage_keys} def get_busy_threshold(self, dev): match dev.ip_ver[am.MP1_HWIP]: case (14, 0, 2): return 5 case _: return 15 def get_gfx_freq(self, dev, metrics): if metrics is None: return 0 match dev.ip_ver[am.MP1_HWIP]: case (13,0,6)|(13,0,12): return self._smuq10_round(metrics.GfxclkFrequency[0]) case _: return metrics.SmuMetrics.AverageGfxclkFrequencyPostDs if self.get_gfx_activity(dev, metrics) <= self.get_busy_threshold(dev) else \ metrics.SmuMetrics.AverageGfxclkFrequencyPreDs def get_mem_freq(self, dev, metrics): match dev.ip_ver[am.MP1_HWIP]: case (13,0,6)|(13,0,12): return self._smuq10_round(metrics.UclkFrequency) case _: return metrics.SmuMetrics.AverageMemclkFrequencyPostDs if self.get_mem_activity(dev, metrics) <= self.get_busy_threshold(dev) else \ metrics.SmuMetrics.AverageMemclkFrequencyPreDs def get_fckl_freq(self, dev, metrics): match dev.ip_ver[am.MP1_HWIP]: case (13,0,6)|(13,0,12): return self._smuq10_round(metrics.FclkFrequency) case _: return metrics.SmuMetrics.AverageFclkFrequencyPostDs if self.get_mem_activity(dev, metrics) <= self.get_busy_threshold(dev) else \ metrics.SmuMetrics.AverageFclkFrequencyPreDs def get_fan_rpm_pwm(self, dev, metrics): match dev.ip_ver[am.MP1_HWIP]: case (13,0,6)|(13,0,12): return None, None case _: return metrics.SmuMetrics.AvgFanRpm, metrics.SmuMetrics.AvgFanPwm def get_power(self, dev, metrics): match dev.ip_ver[am.MP1_HWIP]: case (13,0,6): return self._smuq10_round(metrics.SocketPower), self._smuq10_round(metrics.MaxSocketPowerLimit) case (13,0,12): return self._smuq10_round(metrics.SocketPower), self._smuq10_round(metrics.SocketPowerLimit) case _: return metrics.SmuMetrics.AverageSocketPower, metrics.SmuMetrics.dGPU_W_MAX def get_throttle_info(self, dev, metrics): match dev.ip_ver[am.MP1_HWIP]: case (13,0,6)|(13,0,12): throttle_fields = [('ProchotResidencyAcc', 'Prochot'), ('PptResidencyAcc', 'PPT'), ('SocketThmResidencyAcc', 'Socket Thm'), ('VrThmResidencyAcc', 'VR Thm'), ('HbmThmResidencyAcc', 'HBM Thm')] prev = self.prev_metrics.get(dev.pcibus) active = [] if prev is not None: acc_delta = metrics.AccumulationCounter - prev.AccumulationCounter if acc_delta > 0: for field, name in throttle_fields: delta = getattr(metrics, field) - getattr(prev, field) if delta > 0 and (pct := min(100, (delta * 100 + acc_delta // 2) // acc_delta)) > 0: active.append((name, pct)) return active case _: smu_mod = dev.smu.smu_mod throttler_names = {getattr(smu_mod, a): a[len('THROTTLER_'):-len('_BIT')] for a in dir(smu_mod) if a.startswith('THROTTLER_') and a.endswith('_BIT')} active = [] for i, pct in enumerate(metrics.SmuMetrics.ThrottlingPercentage): if pct > 0: active.append((throttler_names.get(i, f"UNK_{i}"), int(pct))) return active def get_mem_usage(self, dev): usage = 0 pt_stack = [dev.mm.root_page_table] while len(pt_stack) > 0: pt = pt_stack.pop() for i in range(512): entry = pt.entries[i] if (entry & am.AMDGPU_PTE_VALID) == 0: continue if pt.lv < am.AMDGPU_VM_PDB0 and not dev.gmc.is_pte_huge_page(pt.lv, entry): pt_stack.append(AMPageTableEntry(dev, dev.xgmi2paddr(entry & 0x0000FFFFFFFFF000), lv=pt.lv+1)) continue if (entry & am.AMDGPU_PTE_SYSTEM) != 0: continue usage += (1 << ((9 * (3-pt.lv)) + 12)) return usage def draw(self, once): terminal_width, terminal_height = shutil.get_terminal_size(fallback=(231, 24)) if not once and (self.prev_terminal_width != terminal_width or self.prev_terminal_height != terminal_height): os.system('clear') self.prev_terminal_width, self.prev_terminal_height = terminal_width, terminal_height padding = 8 col_size = (terminal_width) // 2 - padding - 2 activity_line_width = 50 if terminal_width > 170 else \ (30 if terminal_width > 130 else \ (16 if terminal_width > 92 else \ max(0, terminal_width - 77))) dev_metrics = self.collect() dev_content = [] for dev, metrics in dev_metrics.items(): if dev.pci_state != "D0": dev_content.append([f"{colored('(sleep)', 'yellow')} {bold(dev.pcibus)}: {trim(self.lspci[dev.pcibus[5:]], col_size - 20)}"] + [pad(f"PCI State: {dev.pci_state}", col_size)]) continue mem_used = self.get_mem_usage(dev) mem_total = dev.vram_size mem_fmt = f"{mem_used/1024**3:.1f}/{mem_total/1024**3:.1f}G" device_line = [f"{bold(dev.pcibus)} {trim(self.lspci[dev.pcibus[5:]], col_size - 20)}"] + [pad("", col_size)] activity_line = [f"GFX Activity {draw_bar(self.get_gfx_activity(dev, metrics) / 100, activity_line_width)}"] \ + [f"MEM Activity {draw_bar(self.get_mem_activity(dev, metrics) / 100, activity_line_width)}"] \ + [f"MEM Usage {draw_bar(mem_used / mem_total, activity_line_width, opt_text=mem_fmt)}"] \ throttle_info = self.get_throttle_info(dev, metrics) if throttle_info: throttle_text = colored(', '.join(f"{name} {pct}%" for name, pct in throttle_info), "red") else: throttle_text = colored("None", "green") activity_line += [f"Throttle {throttle_text}" + " " * (activity_line_width + 2)] temps_data, temps_data_compact = self.get_temps(dev, metrics), self.get_temps(dev, metrics, compact=True) temps_table = ["=== Temps (°C) ==="] + [f"{name:<16}: {color_temp(val)}" for name, val in temps_data.items()] temps_table_compact = ["Temps (°C):" + '/'.join([f"{color_temp(val)} {name}" for name, val in temps_data_compact.items()])] fan_rpm, fan_pwm = self.get_fan_rpm_pwm(dev, metrics) power_table = ["=== Power ==="] power_table += ["Fan: N/A"] if fan_rpm is None or fan_pwm is None else [f"Fan Speed: {fan_rpm} RPM", f"Fan Power: {fan_pwm}%"] total_power, max_power = self.get_power(dev, metrics) if max_power > 0: power_line = [f"Power: " + draw_bar(total_power / max_power, 16, opt_text=f"{total_power}/{max_power}W")] power_line_compact = [f"Power: " + draw_bar(total_power / max_power, activity_line_width, opt_text=f"{total_power}/{max_power}W")] else: power_line = ["Power: N/A"] power_line_compact = ["Power: N/A"] voltage_data = self.get_voltage(dev, metrics) voltage_table = None if not voltage_data else (["=== Voltages ==="] + [f"{name:<20}: {color_voltage(voltage)}" for name, voltage in voltage_data.items()]) gfx_freq = self.get_gfx_freq(dev, metrics) mclk_freq = self.get_mem_freq(dev, metrics) fclk_freq = self.get_fckl_freq(dev, metrics) frequency_table = ["=== Frequencies ===", f"GFXCLK: {gfx_freq:>4} MHz", f"FCLK : {fclk_freq:>4} MHz", f"MCLK : {mclk_freq:>4} MHz"] if self.prev_terminal_width >= 231: power_table += power_line if voltage_table is not None: power_table += [""] + voltage_table activity_line += [""] elif self.prev_terminal_width >= 171: power_table += power_line + [""] + frequency_table activity_line += [""] frequency_table = None elif self.prev_terminal_width >= 121: temps_table = None activity_line += power_line_compact else: temps_table = None power_table = None frequency_table = None activity_line += power_line_compact dev_content.append(device_line + activity_line + same_line([temps_table, power_table, frequency_table])) self.prev_metrics = {dev.pcibus: m for dev, m in dev_metrics.items() if m is not None} raw_text = 'AM Monitor'.center(terminal_width) + "\n" + "=" * terminal_width + "\n\n" for i in range(0, len(dev_content), 2): if i + 1 < len(dev_content): raw_text += '\n'.join(same_line([dev_content[i], dev_content[i+1]], split=padding)) else: raw_text += '\n'.join(dev_content[i]) if i + 2 < len(dev_content): raw_text += "\n" + "=" * terminal_width + "\n\n" sys.stdout.write(f'\033[{self.prev_lines_cnt}A') sys.stdout.flush() print(raw_text) self.prev_lines_cnt = len(raw_text.splitlines()) + 2 if __name__ == "__main__": parser = argparse.ArgumentParser() parser.add_argument("--list", action="store_true", help="Run once and exit") parser.add_argument("--pids", action="store_true", help="Print pids for all AM devices") parser.add_argument("--kill", action="store_true", help="Kill all pids associated with AM devices. Valid only with --pids") parser.add_argument("--dev", type=str, default=None, help="PCI bus ID of the AM device to monitor (e.g., 0000:01:00.0)") args = parser.parse_args() if args.pids: for dev in glob.glob('/tmp/am_*.lock'): if args.dev and not dev.endswith(f"{args.dev}.lock"): print(f"{dev[8:-5]}: skipping") continue try: if args.kill: stopped_pids = collections.defaultdict(int) while True: try: pid = subprocess.check_output(['sudo', 'lsof', '-t', dev]).decode('utf-8').split('\n')[0] except subprocess.CalledProcessError: break if stopped_pids[pid] > 0: time.sleep(0.1) if stopped_pids[pid] == 64: print(f"{dev[8:-5]}: can't stop process {pid}, exitting") exit(1) print(f"{dev[8:-5]}: killing process {pid}") os.system(f'sudo pkill -g -9 {pid}') stopped_pids[pid] += 1 else: pid = subprocess.check_output(['sudo', 'lsof', dev]).decode('utf-8').strip().split('\n')[1].split()[1] print(f"{dev[8:-5]}: {pid}") except subprocess.CalledProcessError: print(f"{dev[8:-5]}: no process found") sys.exit(0) try: if not args.list: os.system('clear') smi_ctx = SMICtx() while True: smi_ctx.rescan_devs() smi_ctx.draw(args.list) if args.list: break time.sleep(1) except KeyboardInterrupt: print("Exiting...")